util

package
v1.0.8 Latest Latest
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 Go to latest Published: Dec 12, 2019 License: GPL-3.0 Imports: 4 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var TensorDebugMode_name = map[int32]string{
	0: "UNSPECIFIED",
	1: "NO_TENSOR",
	2: "CURT_HEALTH",
	3: "CONCISE_HEALTH",
	4: "FULL_HEALTH",
	5: "SHAPE",
	6: "FULL_NUMERICS",
	7: "FULL_TENSOR",
	8: "REDUCE_INF_NAN_THREE_SLOTS",
}
View Source 
var TensorDebugMode_value = map[string]int32{
	"UNSPECIFIED":                0,
	"NO_TENSOR":                  1,
	"CURT_HEALTH":                2,
	"CONCISE_HEALTH":             3,
	"FULL_HEALTH":                4,
	"SHAPE":                      5,
	"FULL_NUMERICS":              6,
	"FULL_TENSOR":                7,
	"REDUCE_INF_NAN_THREE_SLOTS": 8,
}

Functions

This section is empty.

Types

type CodeLocation 

type CodeLocation struct {
	// Host name on which the source files are located.
	HostName string `protobuf:"bytes,1,opt,name=host_name,json=hostName,proto3" json:"host_name,omitempty"`
	// ID to a stack frame, each of which is pointed to
	// by a unique ID. The ordering of the frames is consistent with Python's
	// `traceback.extract_tb()`.
	StackFrameIds        []string `protobuf:"bytes,2,rep,name=stack_frame_ids,json=stackFrameIds,proto3" json:"stack_frame_ids,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Code location information: A stack trace with host-name information. Instead of encoding the detailed stack trace, this proto refers to IDs of stack frames stored as `StackFrameWithId` protos.

func (*CodeLocation) Descriptor 

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

func (*CodeLocation) GetHostName 

func (m *CodeLocation) GetHostName() string

func (*CodeLocation) GetStackFrameIds 

func (m *CodeLocation) GetStackFrameIds() []string

func (*CodeLocation) ProtoMessage 

func (*CodeLocation) ProtoMessage()

func (*CodeLocation) Reset 

func (m *CodeLocation) Reset()

func (*CodeLocation) String 

func (m *CodeLocation) String() string

func (*CodeLocation) XXX_DiscardUnknown 

func (m *CodeLocation) XXX_DiscardUnknown()

func (*CodeLocation) XXX_Marshal 

func (m *CodeLocation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CodeLocation) XXX_Merge 

func (m *CodeLocation) XXX_Merge(src proto.Message)

func (*CodeLocation) XXX_Size 

func (m *CodeLocation) XXX_Size() int

func (*CodeLocation) XXX_Unmarshal 

func (m *CodeLocation) XXX_Unmarshal(b []byte) error

type DebugEvent 

type DebugEvent struct {
	// Timestamp in seconds (with microsecond precision).
	WallTime float64 `protobuf:"fixed64,1,opt,name=wall_time,json=wallTime,proto3" json:"wall_time,omitempty"`
	// Step of training (if available).
	Step int64 `protobuf:"varint,2,opt,name=step,proto3" json:"step,omitempty"`
	// Types that are valid to be assigned to What:
	//	*DebugEvent_DebugMetadata
	//	*DebugEvent_SourceFile
	//	*DebugEvent_StackFrameWithId
	//	*DebugEvent_GraphOpCreation
	//	*DebugEvent_DebuggedGraph
	//	*DebugEvent_Execution
	//	*DebugEvent_GraphExecutionTrace
	//	*DebugEvent_GraphId
	What                 isDebugEvent_What `protobuf_oneof:"what"`
	XXX_NoUnkeyedLiteral struct{}          `json:"-"`
	XXX_unrecognized     []byte            `json:"-"`
	XXX_sizecache        int32             `json:"-"`
}

An Event related to the debugging of a TensorFlow program.

func (*DebugEvent) Descriptor 

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

func (*DebugEvent) GetDebugMetadata 

func (m *DebugEvent) GetDebugMetadata() *DebugMetadata

func (*DebugEvent) GetDebuggedGraph 

func (m *DebugEvent) GetDebuggedGraph() *DebuggedGraph

func (*DebugEvent) GetExecution 

func (m *DebugEvent) GetExecution() *Execution

func (*DebugEvent) GetGraphExecutionTrace 

func (m *DebugEvent) GetGraphExecutionTrace() *GraphExecutionTrace

func (*DebugEvent) GetGraphId 

func (m *DebugEvent) GetGraphId() string

func (*DebugEvent) GetGraphOpCreation 

func (m *DebugEvent) GetGraphOpCreation() *GraphOpCreation

func (*DebugEvent) GetSourceFile 

func (m *DebugEvent) GetSourceFile() *SourceFile

func (*DebugEvent) GetStackFrameWithId 

func (m *DebugEvent) GetStackFrameWithId() *StackFrameWithId

func (*DebugEvent) GetStep 

func (m *DebugEvent) GetStep() int64

func (*DebugEvent) GetWallTime 

func (m *DebugEvent) GetWallTime() float64

func (*DebugEvent) GetWhat 

func (m *DebugEvent) GetWhat() isDebugEvent_What

func (*DebugEvent) ProtoMessage 

func (*DebugEvent) ProtoMessage()

func (*DebugEvent) Reset 

func (m *DebugEvent) Reset()

func (*DebugEvent) String 

func (m *DebugEvent) String() string

func (*DebugEvent) XXX_DiscardUnknown 

func (m *DebugEvent) XXX_DiscardUnknown()

func (*DebugEvent) XXX_Marshal 

func (m *DebugEvent) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DebugEvent) XXX_Merge 

func (m *DebugEvent) XXX_Merge(src proto.Message)

func (*DebugEvent) XXX_OneofWrappers 

func (*DebugEvent) XXX_OneofWrappers() []interface{}

XXX_OneofWrappers is for the internal use of the proto package.

func (*DebugEvent) XXX_Size 

func (m *DebugEvent) XXX_Size() int

func (*DebugEvent) XXX_Unmarshal 

func (m *DebugEvent) XXX_Unmarshal(b []byte) error

type DebugEvent_DebugMetadata 

type DebugEvent_DebugMetadata struct {
	DebugMetadata *DebugMetadata `protobuf:"bytes,3,opt,name=debug_metadata,json=debugMetadata,proto3,oneof"`
}

type DebugEvent_DebuggedGraph 

type DebugEvent_DebuggedGraph struct {
	DebuggedGraph *DebuggedGraph `protobuf:"bytes,8,opt,name=debugged_graph,json=debuggedGraph,proto3,oneof"`
}

type DebugEvent_Execution 

type DebugEvent_Execution struct {
	Execution *Execution `protobuf:"bytes,9,opt,name=execution,proto3,oneof"`
}

type DebugEvent_GraphExecutionTrace 

type DebugEvent_GraphExecutionTrace struct {
	GraphExecutionTrace *GraphExecutionTrace `protobuf:"bytes,10,opt,name=graph_execution_trace,json=graphExecutionTrace,proto3,oneof"`
}

type DebugEvent_GraphId 

type DebugEvent_GraphId struct {
	GraphId string `protobuf:"bytes,11,opt,name=graph_id,json=graphId,proto3,oneof"`
}

type DebugEvent_GraphOpCreation 

type DebugEvent_GraphOpCreation struct {
	GraphOpCreation *GraphOpCreation `protobuf:"bytes,7,opt,name=graph_op_creation,json=graphOpCreation,proto3,oneof"`
}

type DebugEvent_SourceFile 

type DebugEvent_SourceFile struct {
	SourceFile *SourceFile `protobuf:"bytes,4,opt,name=source_file,json=sourceFile,proto3,oneof"`
}

type DebugEvent_StackFrameWithId 

type DebugEvent_StackFrameWithId struct {
	StackFrameWithId *StackFrameWithId `protobuf:"bytes,6,opt,name=stack_frame_with_id,json=stackFrameWithId,proto3,oneof"`
}

type DebugMetadata 

type DebugMetadata struct {
	// Version of TensorFlow.
	TensorflowVersion string `protobuf:"bytes,1,opt,name=tensorflow_version,json=tensorflowVersion,proto3" json:"tensorflow_version,omitempty"`
	// Version of the DebugEvent file format.
	// Has a format of "debug.Event:<number>", e.g., "debug.Event:1".
	FileVersion          string   `protobuf:"bytes,2,opt,name=file_version,json=fileVersion,proto3" json:"file_version,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Metadata about the debugger and the debugged TensorFlow program.

func (*DebugMetadata) Descriptor 

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

func (*DebugMetadata) GetFileVersion 

func (m *DebugMetadata) GetFileVersion() string

func (*DebugMetadata) GetTensorflowVersion 

func (m *DebugMetadata) GetTensorflowVersion() string

func (*DebugMetadata) ProtoMessage 

func (*DebugMetadata) ProtoMessage()

func (*DebugMetadata) Reset 

func (m *DebugMetadata) Reset()

func (*DebugMetadata) String 

func (m *DebugMetadata) String() string

func (*DebugMetadata) XXX_DiscardUnknown 

func (m *DebugMetadata) XXX_DiscardUnknown()

func (*DebugMetadata) XXX_Marshal 

func (m *DebugMetadata) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DebugMetadata) XXX_Merge 

func (m *DebugMetadata) XXX_Merge(src proto.Message)

func (*DebugMetadata) XXX_Size 

func (m *DebugMetadata) XXX_Size() int

func (*DebugMetadata) XXX_Unmarshal 

func (m *DebugMetadata) XXX_Unmarshal(b []byte) error

type DebuggedGraph 

type DebuggedGraph struct {
	// An ID for the graph.
	// This can be used up to look up graph names. Generated by the debugger.
	GraphId string `protobuf:"bytes,1,opt,name=graph_id,json=graphId,proto3" json:"graph_id,omitempty"`
	// Name of the graph (if available).
	GraphName string `protobuf:"bytes,2,opt,name=graph_name,json=graphName,proto3" json:"graph_name,omitempty"`
	// Names of the instrumented ops. This can be used to look up op name
	// based on the numeric-summary tensors (2nd column).
	InstrumentedOps []string `protobuf:"bytes,3,rep,name=instrumented_ops,json=instrumentedOps,proto3" json:"instrumented_ops,omitempty"`
	// Original (uninstrumented) GraphDef (if available).
	OriginalGraphDef []byte `protobuf:"bytes,4,opt,name=original_graph_def,json=originalGraphDef,proto3" json:"original_graph_def,omitempty"`
	// An encoded version of a GraphDef.
	// This graph may include the debugger-inserted ops.
	InstrumentedGraphDef []byte `protobuf:"bytes,5,opt,name=instrumented_graph_def,json=instrumentedGraphDef,proto3" json:"instrumented_graph_def,omitempty"`
	// IDs of the immediate enclosing context (graph), if any.
	OuterContextId       string   `protobuf:"bytes,6,opt,name=outer_context_id,json=outerContextId,proto3" json:"outer_context_id,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

A debugger-instrumented graph.

func (*DebuggedGraph) Descriptor 

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

func (*DebuggedGraph) GetGraphId 

func (m *DebuggedGraph) GetGraphId() string

func (*DebuggedGraph) GetGraphName 

func (m *DebuggedGraph) GetGraphName() string

func (*DebuggedGraph) GetInstrumentedGraphDef 

func (m *DebuggedGraph) GetInstrumentedGraphDef() []byte

func (*DebuggedGraph) GetInstrumentedOps 

func (m *DebuggedGraph) GetInstrumentedOps() []string

func (*DebuggedGraph) GetOriginalGraphDef 

func (m *DebuggedGraph) GetOriginalGraphDef() []byte

func (*DebuggedGraph) GetOuterContextId 

func (m *DebuggedGraph) GetOuterContextId() string

func (*DebuggedGraph) ProtoMessage 

func (*DebuggedGraph) ProtoMessage()

func (*DebuggedGraph) Reset 

func (m *DebuggedGraph) Reset()

func (*DebuggedGraph) String 

func (m *DebuggedGraph) String() string

func (*DebuggedGraph) XXX_DiscardUnknown 

func (m *DebuggedGraph) XXX_DiscardUnknown()

func (*DebuggedGraph) XXX_Marshal 

func (m *DebuggedGraph) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DebuggedGraph) XXX_Merge 

func (m *DebuggedGraph) XXX_Merge(src proto.Message)

func (*DebuggedGraph) XXX_Size 

func (m *DebuggedGraph) XXX_Size() int

func (*DebuggedGraph) XXX_Unmarshal 

func (m *DebuggedGraph) XXX_Unmarshal(b []byte) error

type Execution 

type Execution struct {
	// Op type (e.g., "MatMul").
	// In the case of a Graph, this is the name of the Graph.
	OpType string `protobuf:"bytes,1,opt,name=op_type,json=opType,proto3" json:"op_type,omitempty"`
	// Number of output tensors.
	NumOutputs int32 `protobuf:"varint,2,opt,name=num_outputs,json=numOutputs,proto3" json:"num_outputs,omitempty"`
	// The graph that's executed: applicable only to the eager
	// execution of a FuncGraph.
	GraphId string `protobuf:"bytes,3,opt,name=graph_id,json=graphId,proto3" json:"graph_id,omitempty"`
	// IDs of the input tensors (if available).
	InputTensorIds []int64 `protobuf:"varint,4,rep,packed,name=input_tensor_ids,json=inputTensorIds,proto3" json:"input_tensor_ids,omitempty"`
	// IDs of the output tensors (if availbable).
	// If specified, must have the same length as tensor_protos.
	OutputTensorIds []int64 `protobuf:"varint,5,rep,packed,name=output_tensor_ids,json=outputTensorIds,proto3" json:"output_tensor_ids,omitempty"`
	// Type of the tensor value encapsulated in this proto.
	TensorDebugMode TensorDebugMode `` /* 141-byte string literal not displayed */
	// Output Tensor values in the type described by `tensor_value_type`.
	// The length of this should match `num_outputs`.
	TensorProtos []*framework.TensorProto `protobuf:"bytes,7,rep,name=tensor_protos,json=tensorProtos,proto3" json:"tensor_protos,omitempty"`
	// Stack trace of the eager execution.
	CodeLocation         *CodeLocation `protobuf:"bytes,8,opt,name=code_location,json=codeLocation,proto3" json:"code_location,omitempty"`
	XXX_NoUnkeyedLiteral struct{}      `json:"-"`
	XXX_unrecognized     []byte        `json:"-"`
	XXX_sizecache        int32         `json:"-"`
}

Data relating to the eager execution of an op or a Graph. For a op that generates N output tensors (N >= 0), only one Execution proto will be used to describe the execution event.

func (*Execution) Descriptor 

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

func (*Execution) GetCodeLocation 

func (m *Execution) GetCodeLocation() *CodeLocation

func (*Execution) GetGraphId 

func (m *Execution) GetGraphId() string

func (*Execution) GetInputTensorIds 

func (m *Execution) GetInputTensorIds() []int64

func (*Execution) GetNumOutputs 

func (m *Execution) GetNumOutputs() int32

func (*Execution) GetOpType 

func (m *Execution) GetOpType() string

func (*Execution) GetOutputTensorIds 

func (m *Execution) GetOutputTensorIds() []int64

func (*Execution) GetTensorDebugMode 

func (m *Execution) GetTensorDebugMode() TensorDebugMode

func (*Execution) GetTensorProtos 

func (m *Execution) GetTensorProtos() []*framework.TensorProto

func (*Execution) ProtoMessage 

func (*Execution) ProtoMessage()

func (*Execution) Reset 

func (m *Execution) Reset()

func (*Execution) String 

func (m *Execution) String() string

func (*Execution) XXX_DiscardUnknown 

func (m *Execution) XXX_DiscardUnknown()

func (*Execution) XXX_Marshal 

func (m *Execution) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Execution) XXX_Merge 

func (m *Execution) XXX_Merge(src proto.Message)

func (*Execution) XXX_Size 

func (m *Execution) XXX_Size() int

func (*Execution) XXX_Unmarshal 

func (m *Execution) XXX_Unmarshal(b []byte) error

type GraphExecutionTrace 

type GraphExecutionTrace struct {
	// Unique ID of the context that the executed op(s) belong to (e.g., a
	// compiled concrete tf.function).
	TfdbgContextId string `protobuf:"bytes,1,opt,name=tfdbg_context_id,json=tfdbgContextId,proto3" json:"tfdbg_context_id,omitempty"`
	// Name of the op (applicable only in the case of the `FULL_TENSOR` trace
	// level).
	OpName string `protobuf:"bytes,2,opt,name=op_name,json=opName,proto3" json:"op_name,omitempty"`
	// Output slot of the tensor (applicable only in the case of the `FULL_TENSOR`
	// trace level).
	OutputSlot int32 `protobuf:"varint,3,opt,name=output_slot,json=outputSlot,proto3" json:"output_slot,omitempty"`
	// Type of the tensor value encapsulated in this proto.
	TensorDebugMode TensorDebugMode `` /* 141-byte string literal not displayed */
	// Tensor value in the type described by `tensor_value_type`.
	// This tensor may summarize the value of a single intermediate op of the
	// graph, or those of multiple intermediate tensors.
	TensorProto *framework.TensorProto `protobuf:"bytes,5,opt,name=tensor_proto,json=tensorProto,proto3" json:"tensor_proto,omitempty"`
	// Name of the device that the op belongs to.
	DeviceName           string   `protobuf:"bytes,6,opt,name=device_name,json=deviceName,proto3" json:"device_name,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Data relating to an execution of a Graph (e.g., an eager execution of a FuncGraph). The values of the intermediate tensors computed in the graph are recorded in this proto. A graph execution may correspond to one or more pieces of `GraphExecutionTrace`, depending on whether the instrumented tensor values are summarized in an aggregated or separate fashion.

func (*GraphExecutionTrace) Descriptor 

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

func (*GraphExecutionTrace) GetDeviceName 

func (m *GraphExecutionTrace) GetDeviceName() string

func (*GraphExecutionTrace) GetOpName 

func (m *GraphExecutionTrace) GetOpName() string

func (*GraphExecutionTrace) GetOutputSlot 

func (m *GraphExecutionTrace) GetOutputSlot() int32

func (*GraphExecutionTrace) GetTensorDebugMode 

func (m *GraphExecutionTrace) GetTensorDebugMode() TensorDebugMode

func (*GraphExecutionTrace) GetTensorProto 

func (m *GraphExecutionTrace) GetTensorProto() *framework.TensorProto

func (*GraphExecutionTrace) GetTfdbgContextId 

func (m *GraphExecutionTrace) GetTfdbgContextId() string

func (*GraphExecutionTrace) ProtoMessage 

func (*GraphExecutionTrace) ProtoMessage()

func (*GraphExecutionTrace) Reset 

func (m *GraphExecutionTrace) Reset()

func (*GraphExecutionTrace) String 

func (m *GraphExecutionTrace) String() string

func (*GraphExecutionTrace) XXX_DiscardUnknown 

func (m *GraphExecutionTrace) XXX_DiscardUnknown()

func (*GraphExecutionTrace) XXX_Marshal 

func (m *GraphExecutionTrace) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GraphExecutionTrace) XXX_Merge 

func (m *GraphExecutionTrace) XXX_Merge(src proto.Message)

func (*GraphExecutionTrace) XXX_Size 

func (m *GraphExecutionTrace) XXX_Size() int

func (*GraphExecutionTrace) XXX_Unmarshal 

func (m *GraphExecutionTrace) XXX_Unmarshal(b []byte) error

type GraphOpCreation 

type GraphOpCreation struct {
	// Type of the op (e.g., "MatMul").
	OpType string `protobuf:"bytes,1,opt,name=op_type,json=opType,proto3" json:"op_type,omitempty"`
	// Name of the op (e.g., "Dense/MatMul_1").
	OpName string `protobuf:"bytes,2,opt,name=op_name,json=opName,proto3" json:"op_name,omitempty"`
	// Name of the graph that the op is a part of (if available).
	GraphName string `protobuf:"bytes,3,opt,name=graph_name,json=graphName,proto3" json:"graph_name,omitempty"`
	// Unique ID of the graph (generated by debugger).
	GraphId string `protobuf:"bytes,4,opt,name=graph_id,json=graphId,proto3" json:"graph_id,omitempty"`
	// Name of the device that the op is assigned to (if available).
	DeviceName string `protobuf:"bytes,5,opt,name=device_name,json=deviceName,proto3" json:"device_name,omitempty"`
	// Names of the input tensors to the op.
	InputNames []string `protobuf:"bytes,6,rep,name=input_names,json=inputNames,proto3" json:"input_names,omitempty"`
	// Number of output tensors emitted by the op.
	NumOutputs int32 `protobuf:"varint,7,opt,name=num_outputs,json=numOutputs,proto3" json:"num_outputs,omitempty"`
	// The unique ID for code location (stack trace) of the op's creation.
	CodeLocation *CodeLocation `protobuf:"bytes,8,opt,name=code_location,json=codeLocation,proto3" json:"code_location,omitempty"`
	// Unique IDs for the output tensors of this op.
	OutputTensorIds      []int32  `protobuf:"varint,9,rep,packed,name=output_tensor_ids,json=outputTensorIds,proto3" json:"output_tensor_ids,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

The creation of an op in a TensorFlow Graph (e.g., FuncGraph in TF2).

func (*GraphOpCreation) Descriptor 

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

func (*GraphOpCreation) GetCodeLocation 

func (m *GraphOpCreation) GetCodeLocation() *CodeLocation

func (*GraphOpCreation) GetDeviceName 

func (m *GraphOpCreation) GetDeviceName() string

func (*GraphOpCreation) GetGraphId 

func (m *GraphOpCreation) GetGraphId() string

func (*GraphOpCreation) GetGraphName 

func (m *GraphOpCreation) GetGraphName() string

func (*GraphOpCreation) GetInputNames 

func (m *GraphOpCreation) GetInputNames() []string

func (*GraphOpCreation) GetNumOutputs 

func (m *GraphOpCreation) GetNumOutputs() int32

func (*GraphOpCreation) GetOpName 

func (m *GraphOpCreation) GetOpName() string

func (*GraphOpCreation) GetOpType 

func (m *GraphOpCreation) GetOpType() string

func (*GraphOpCreation) GetOutputTensorIds 

func (m *GraphOpCreation) GetOutputTensorIds() []int32

func (*GraphOpCreation) ProtoMessage 

func (*GraphOpCreation) ProtoMessage()

func (*GraphOpCreation) Reset 

func (m *GraphOpCreation) Reset()

func (*GraphOpCreation) String 

func (m *GraphOpCreation) String() string

func (*GraphOpCreation) XXX_DiscardUnknown 

func (m *GraphOpCreation) XXX_DiscardUnknown()

func (*GraphOpCreation) XXX_Marshal 

func (m *GraphOpCreation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GraphOpCreation) XXX_Merge 

func (m *GraphOpCreation) XXX_Merge(src proto.Message)

func (*GraphOpCreation) XXX_Size 

func (m *GraphOpCreation) XXX_Size() int

func (*GraphOpCreation) XXX_Unmarshal 

func (m *GraphOpCreation) XXX_Unmarshal(b []byte) error

type SourceFile 

type SourceFile struct {
	// Path to the file.
	FilePath string `protobuf:"bytes,1,opt,name=file_path,json=filePath,proto3" json:"file_path,omitempty"`
	// Name of the host on which the file is located.
	HostName string `protobuf:"bytes,2,opt,name=host_name,json=hostName,proto3" json:"host_name,omitempty"`
	// Line-by-line content of the file.
	Lines                []string `protobuf:"bytes,3,rep,name=lines,proto3" json:"lines,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

Content of a source file involved in the execution of the debugged TensorFlow program.

func (*SourceFile) Descriptor 

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

func (*SourceFile) GetFilePath 

func (m *SourceFile) GetFilePath() string

func (*SourceFile) GetHostName 

func (m *SourceFile) GetHostName() string

func (*SourceFile) GetLines 

func (m *SourceFile) GetLines() []string

func (*SourceFile) ProtoMessage 

func (*SourceFile) ProtoMessage()

func (*SourceFile) Reset 

func (m *SourceFile) Reset()

func (*SourceFile) String 

func (m *SourceFile) String() string

func (*SourceFile) XXX_DiscardUnknown 

func (m *SourceFile) XXX_DiscardUnknown()

func (*SourceFile) XXX_Marshal 

func (m *SourceFile) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*SourceFile) XXX_Merge 

func (m *SourceFile) XXX_Merge(src proto.Message)

func (*SourceFile) XXX_Size 

func (m *SourceFile) XXX_Size() int

func (*SourceFile) XXX_Unmarshal 

func (m *SourceFile) XXX_Unmarshal(b []byte) error

type StackFrameWithId 

type StackFrameWithId struct {
	// A unique ID for the stack frame: A UUID-like string.
	Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
	// Stack frame, i.e., a frame of a stack trace, containing information
	// regarding the file name, line number, function name, code content
	// of the line, and column number (if available).
	FileLineCol          *framework.GraphDebugInfo_FileLineCol `protobuf:"bytes,2,opt,name=file_line_col,json=fileLineCol,proto3" json:"file_line_col,omitempty"`
	XXX_NoUnkeyedLiteral struct{}                              `json:"-"`
	XXX_unrecognized     []byte                                `json:"-"`
	XXX_sizecache        int32                                 `json:"-"`
}

A stack frame with ID.

func (*StackFrameWithId) Descriptor 

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

func (*StackFrameWithId) GetFileLineCol 

func (m *StackFrameWithId) GetFileLineCol() *framework.GraphDebugInfo_FileLineCol

func (*StackFrameWithId) GetId 

func (m *StackFrameWithId) GetId() string

func (*StackFrameWithId) ProtoMessage 

func (*StackFrameWithId) ProtoMessage()

func (*StackFrameWithId) Reset 

func (m *StackFrameWithId) Reset()

func (*StackFrameWithId) String 

func (m *StackFrameWithId) String() string

func (*StackFrameWithId) XXX_DiscardUnknown 

func (m *StackFrameWithId) XXX_DiscardUnknown()

func (*StackFrameWithId) XXX_Marshal 

func (m *StackFrameWithId) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*StackFrameWithId) XXX_Merge 

func (m *StackFrameWithId) XXX_Merge(src proto.Message)

func (*StackFrameWithId) XXX_Size 

func (m *StackFrameWithId) XXX_Size() int

func (*StackFrameWithId) XXX_Unmarshal 

func (m *StackFrameWithId) XXX_Unmarshal(b []byte) error

type TensorDebugMode 

type TensorDebugMode int32

Available modes for extracting debugging information from a Tensor. TODO(cais): Document the detailed column names and semantics in a separate markdown file once the implementation settles. 

const (
	TensorDebugMode_UNSPECIFIED TensorDebugMode = 0
	// Only records what tensors are computed, eagerly or in graphs.
	// No information regarding the value of the tensor is available.
	TensorDebugMode_NO_TENSOR TensorDebugMode = 1
	// A minimalist health summary for float-type tensors.
	// Contains information only about the presence/absence of pathological
	// values including Infinity and NaN.
	// Applicable only to float dtypes.
	TensorDebugMode_CURT_HEALTH TensorDebugMode = 2
	// A concise health summary for float-type tensors.
	// Contains more information that CURT_HEALTH.
	// Infinity and NaN are treated differently.
	// Applicable only to float and integer dtypes.
	TensorDebugMode_CONCISE_HEALTH TensorDebugMode = 3
	// A detailed health summary.
	// Contains further detailed information than `CONCISE_HEALTH`.
	// Information about device, dtype and shape are included.
	// Counts for various types of values (Infinity, NaN, negative, zero,
	// positive) are included.
	// Applicable to float, integer and boolean dtypes.
	TensorDebugMode_FULL_HEALTH TensorDebugMode = 4
	// Provides full runtime shape information, up to a maximum rank, beyond
	// which the dimension sizes are truncated.
	TensorDebugMode_SHAPE TensorDebugMode = 5
	// Full numeric summary.
	// Including device, dtype, shape, counts of various types of values
	// (Infinity, NaN, negative, zero, positive), and summary statistics
	// (minimum, maximum, mean and variance).
	// Applicable to float, integer and boolean dtypes.
	TensorDebugMode_FULL_NUMERICS TensorDebugMode = 6
	// Full tensor value.
	TensorDebugMode_FULL_TENSOR TensorDebugMode = 7
	// Reduce the elements of a tensor to a rank-1 tensor of shape [3], in which
	// - the 1st element is -inf if any element of the tensor is -inf,
	//   or zero otherwise.
	// - the 2nd element is +inf if any element of the tensor is +inf,
	//   or zero otherwise.
	// - the 3rd element is nan if any element of the tensor is nan, or zero
	//   otherwise.
	TensorDebugMode_REDUCE_INF_NAN_THREE_SLOTS TensorDebugMode = 8
)

func (TensorDebugMode) EnumDescriptor 

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

func (TensorDebugMode) String 

func (x TensorDebugMode) String() string

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