tf - bigdl-SPARK_2.3 0.12.1 API - com.intel.analytics.bigdl.utils.tf

Type Members

class BigDLSessionImpl[T] extends Session[T]
trait BigDLToTensorflow extends AnyRef

Wrapper of logic to convert module to tensorflow node definition
class Context[T] extends AnyRef
class FixedLengthRecordReader extends Iterator[Array[Byte]]

Internal use only.
Internal use only.
TF record format: uint64 length uint32 masked_crc32_of_length byte data[length] uint32 masked_crc32_of_data
sealed trait PaddingType extends AnyRef

Tensorflow padding type
abstract class Session[T] extends AnyRef
class TFRecordInputFormat extends FileInputFormat[BytesWritable, NullWritable]
class TFRecordIterator extends Iterator[Array[Byte]]

Internal use only.
Internal use only.
TF record format: uint64 length uint32 masked_crc32_of_length byte data[length] uint32 masked_crc32_of_data
class TFRecordOutputFormat extends FileOutputFormat[BytesWritable, NullWritable]
class TFRecordWriter extends AnyRef
sealed trait TensorflowDataFormat extends AnyRef

Tensorflow data format.
Tensorflow data format. It is mostly applied in processing image type data
trait TensorflowToBigDL extends AnyRef

Represent a mapping from tensorflow operations graph to BigDL Module

Value Members

object AvgpoolToTF extends BigDLToTensorflow
object BatchNorm2DToTF extends BigDLToTensorflow
object BatchNormTF extends TensorflowToBigDL
object BatchNormV2NCHWTF extends TensorflowToBigDL
object BatchNormV2NHWCTF extends TensorflowToBigDL
object BigDLSessionImpl
object BigDLToTensorflow
object CAddTableToTF extends BigDLToTensorflow
object CMultTableToTF extends BigDLToTensorflow
object Conv1D extends TensorflowToBigDL
object Conv2D extends TensorflowToBigDL
object Conv2D2 extends TensorflowToBigDL
object Conv2DWithoutBias extends TensorflowToBigDL
object DropoutTF extends TensorflowToBigDL
object DropoutToTF extends BigDLToTensorflow
object FullConnectionTF extends TensorflowToBigDL
object FullConnectionWithoutBiasTF extends TensorflowToBigDL
object InputToTF extends BigDLToTensorflow
object JoinTableToTF extends BigDLToTensorflow
object LRNToTF extends BigDLToTensorflow
object LinearToTF extends BigDLToTensorflow
object LogSoftMaxToTF extends BigDLToTensorflow
object MaxpoolToTF extends BigDLToTensorflow
object MeanToTF extends BigDLToTensorflow
object PaddingToTF extends BigDLToTensorflow
object PaddingType
object ReLUToTF extends BigDLToTensorflow
object ReshapeToTF extends BigDLToTensorflow
object ScaleToTF extends BigDLToTensorflow
object SigmoidToTF extends BigDLToTensorflow
object SoftMaxToTF extends BigDLToTensorflow
object SpatialConvolutionToTF extends BigDLToTensorflow
object SqueezeToTF extends BigDLToTensorflow
object TFRecordIterator
object TFTensorNumeric
object TFUpdater
object TFUtils
object TanhToTF extends BigDLToTensorflow
object TemporalConvolutionToTF extends BigDLToTensorflow
object Tensorflow
object TensorflowDataFormat
object TensorflowLoader
object TensorflowSaver
object TensorflowToBigDL
object ViewToTF extends BigDLToTensorflow
package loaders

tf

package tf

Type Members

class BigDLSessionImpl[T] extends Session[T]

trait BigDLToTensorflow extends AnyRef

class Context[T] extends AnyRef

class FixedLengthRecordReader extends Iterator[Array[Byte]]

sealed trait PaddingType extends AnyRef

abstract class Session[T] extends AnyRef

class TFRecordInputFormat extends FileInputFormat[BytesWritable, NullWritable]

class TFRecordIterator extends Iterator[Array[Byte]]

class TFRecordOutputFormat extends FileOutputFormat[BytesWritable, NullWritable]

class TFRecordWriter extends AnyRef

sealed trait TensorflowDataFormat extends AnyRef

trait TensorflowToBigDL extends AnyRef

Value Members

object AvgpoolToTF extends BigDLToTensorflow

object BatchNorm2DToTF extends BigDLToTensorflow

object BatchNormTF extends TensorflowToBigDL

object BatchNormV2NCHWTF extends TensorflowToBigDL

object BatchNormV2NHWCTF extends TensorflowToBigDL

object BigDLSessionImpl

object BigDLToTensorflow

object CAddTableToTF extends BigDLToTensorflow

object CMultTableToTF extends BigDLToTensorflow

object Conv1D extends TensorflowToBigDL

object Conv2D extends TensorflowToBigDL

object Conv2D2 extends TensorflowToBigDL

object Conv2DWithoutBias extends TensorflowToBigDL

object DropoutTF extends TensorflowToBigDL

object DropoutToTF extends BigDLToTensorflow

object FullConnectionTF extends TensorflowToBigDL

object FullConnectionWithoutBiasTF extends TensorflowToBigDL

object InputToTF extends BigDLToTensorflow

object JoinTableToTF extends BigDLToTensorflow

object LRNToTF extends BigDLToTensorflow

object LinearToTF extends BigDLToTensorflow

object LogSoftMaxToTF extends BigDLToTensorflow

object MaxpoolToTF extends BigDLToTensorflow

object MeanToTF extends BigDLToTensorflow

object PaddingToTF extends BigDLToTensorflow

object PaddingType

object ReLUToTF extends BigDLToTensorflow

object ReshapeToTF extends BigDLToTensorflow

object ScaleToTF extends BigDLToTensorflow

object SigmoidToTF extends BigDLToTensorflow

object SoftMaxToTF extends BigDLToTensorflow

object SpatialConvolutionToTF extends BigDLToTensorflow

object SqueezeToTF extends BigDLToTensorflow

object TFRecordIterator

object TFTensorNumeric

object TFUpdater

object TFUtils

object TanhToTF extends BigDLToTensorflow

object TemporalConvolutionToTF extends BigDLToTensorflow

object Tensorflow

object TensorflowDataFormat

object TensorflowLoader

object TensorflowSaver

object TensorflowToBigDL

object ViewToTF extends BigDLToTensorflow

package loaders

Ungrouped