tensorflow

Apr 18, 2019

Changes in this version

+ type Context struct

+ func NewContext(options *ContextOptions) (*Context, error)

+ func (c *Context) ListDevices() ([]Device, error)

+ type ContextOptions struct

+ Async bool

+ Config []byte

type Device

+ func (d Device) String() string

type Graph

+ func (g *Graph) AddGradients(prefix string, y []Output, x []Output, dx []Output) ([]Output, error)

+ func (g *Graph) ImportWithOptions(def []byte, options GraphImportOptions) error

+ type GraphImportOptions struct

+ Device string

+ Prefix string

+ type TensorHandle struct

+ func NewTensorHandle(t *Tensor) (*TensorHandle, error)

+ func (th *TensorHandle) BackingDeviceName() (string, error)

+ func (th *TensorHandle) CopyToDevice(c *Context, deviceName string) (*TensorHandle, error)

+ func (th *TensorHandle) DataType() DataType

+ func (th *TensorHandle) DeviceName() (string, error)

+ func (th *TensorHandle) Shape() ([]int64, error)

+ func (th *TensorHandle) ToTensor() (*Tensor, error)

Aug 7, 2018

Changes in this version

+ type Consumer struct

+ Index int

+ Op *Operation

+ func (p Consumer) DataType() DataType

+ func (p Consumer) Producer() Output

type OpSpec

+ Device string

type Operation

+ func (op *Operation) Attr(name string) (interface{}, error)

+ func (op *Operation) Device() string

+ func (op *Operation) NumInputs() int

type Output

+ func (p Output) Consumers() []Consumer

Feb 28, 2018

Changes in this version

+ type Device struct

+ MemoryLimitBytes int64

+ Name string

+ Type string

type OpSpec

+ ControlDependencies []*Operation

type Session

+ func (s *Session) ListDevices() ([]Device, error)

Jan 25, 2018

Changes in this version

type DataType

+ const Uint32

+ const Uint64

type Graph

+ func (g *Graph) Operations() []Operation

Apr 21, 2017

Changes in this version

type Output

+ func (p Output) DataType() DataType

+ type PartialRun struct

+ func (pr *PartialRun) Run(feeds map[Output]*Tensor, fetches []Output, targets []*Operation) ([]*Tensor, error)

+ type SavedModel struct

+ Graph *Graph

+ Session *Session

+ func LoadSavedModel(exportDir string, tags []string, options *SessionOptions) (*SavedModel, error)

type Session

+ func (s *Session) NewPartialRun(feeds, fetches []Output, targets []*Operation) (*PartialRun, error)

type SessionOptions

+ Config []byte

+ type Shape struct

+ func MakeShape(shape ...int64) Shape

+ func ScalarShape() Shape

+ func (s Shape) IsFullySpecified() bool

+ func (s Shape) NumDimensions() int

+ func (s Shape) Size(dim int) int64

+ func (s Shape) String() string

+ func (s Shape) ToSlice() ([]int64, error)

Feb 11, 2017

Changes in this version

type Tensor

+ func ReadTensor(dataType DataType, shape []int64, r io.Reader) (*Tensor, error)

+ func (t *Tensor) WriteContentsTo(w io.Writer) (int64, error)

Dec 19, 2016

Changes in this version

+ func Version() string

type DataType

+ const Bfloat16

+ const Bool

+ const Complex

+ const Complex128

+ const Complex64

+ const Double

+ const Float

+ const Half

+ const Int16

+ const Int32

+ const Int64

+ const Int8

+ const Qint16

+ const Qint32

+ const Qint8

+ const Quint16

+ const Quint8

+ const String

+ const Uint16

+ const Uint8

type Graph

+ func (g *Graph) AddOperation(args OpSpec) (*Operation, error)

+ func (g *Graph) Import(def []byte, prefix string) error

+ func (g *Graph) Operation(name string) *Operation

+ func (g *Graph) WriteTo(w io.Writer) (int64, error)

+ type Input interface

+ type OpSpec struct

+ Attrs map[string]interface{}

+ Input []Input

+ Name string

+ Type string

type Operation

+ func (op *Operation) Name() string

+ func (op *Operation) NumOutputs() int

+ func (op *Operation) Output(i int) Output

+ func (op *Operation) OutputListSize(output string) (int, error)

+ func (op *Operation) Type() string

type Output

+ func (p Output) Shape() (shape []int64, err error)

+ type OutputList []Output

Nov 9, 2016

Changes in this version

+ type DataType C.TF_DataType

+ type Graph struct

+ func NewGraph() *Graph

+ type Operation struct

+ type Output struct

+ Index int

+ Op *Operation

+ type Session struct

+ func NewSession(graph *Graph, options *SessionOptions) (*Session, error)

+ func (s *Session) Close() error

+ func (s *Session) Run(inputs map[Output]*Tensor, outputs []Output, targets []*Operation) ([]*Tensor, error)

+ type SessionOptions struct

+ Target string

+ type Tensor struct

+ func NewTensor(value interface{}) (*Tensor, error)

+ func (t *Tensor) DataType() DataType

+ func (t *Tensor) Shape() []int64

+ func (t *Tensor) Value() interface{}