Module: Tensorflow

Extended by:: Forwardable, Ops, PythonCompatability

Defined in:: lib/tensorflow/status.rb,
lib/tensorflow/ffi.rb,
lib/tensorflow-ruby.rb,
lib/tensorflow/error.rb,
lib/datasets/resource.rb,
lib/tensorflow/ops/io.rb,
lib/tensorflow/ops/nn.rb,
lib/tensorflow/tensor.rb,
lib/tensorflow/ops/ops.rb,
lib/tensorflow/strings.rb,
lib/tensorflow/summary.rb,
lib/tensorflow/version.rb,
lib/tensorflow/ops/math.rb,
lib/tensorflow/variable.rb,
lib/tensorflow/ops/audio.rb,
lib/tensorflow/ops/image.rb,
lib/tensorflow/type_spec.rb,
lib/datasets/images/mnist.rb,
lib/tensorflow/decorators.rb,
lib/tensorflow/name_scope.rb,
lib/tensorflow/ops/linalg.rb,
lib/tensorflow/ops/random.rb,
lib/tensorflow/graph/graph.rb,
lib/tensorflow/keras/model.rb,
lib/tensorflow/keras/utils.rb,
lib/tensorflow/ops/bitwise.rb,
lib/tensorflow/ops/control.rb,
lib/tensorflow/ops/raw_ops.rb,
lib/tensorflow/tensor_data.rb,
lib/tensorflow/tensor_spec.rb,
lib/tensorflow/data/dataset.rb,
lib/tensorflow/tensor_mixin.rb,
lib/tensorflow/data/iterator.rb,
lib/tensorflow/eager/context.rb,
lib/tensorflow/graph/session.rb,
lib/tensorflow/ops/gradients.rb,
lib/tensorflow/ops/operators.rb,
lib/datasets/download_manager.rb,
lib/tensorflow/graph/function.rb,
lib/tensorflow/op_def_builder.rb,
lib/tensorflow/printers/graph.rb,
lib/tensorflow/eager/operation.rb,
lib/tensorflow/graph/gradients.rb,
lib/tensorflow/graph/operation.rb,
lib/tensorflow/train/optimizer.rb,
lib/tensorflow/data/map_dataset.rb,
lib/tensorflow/data/zip_dataset.rb,
lib/tensorflow/graph/graph_keys.rb,
lib/tensorflow/execution_context.rb,
lib/tensorflow/keras/layers/conv.rb,
lib/tensorflow/core/util/event_pb.rb,
lib/tensorflow/data/batch_dataset.rb,
lib/tensorflow/extensions/arg_def.rb,
lib/tensorflow/graph/function_def.rb,
lib/tensorflow/keras/layers/dense.rb,
lib/tensorflow/keras/metrics/mean.rb,
lib/tensorflow/printers/graph_def.rb,
lib/tensorflow/batchable_type_spec.rb,
lib/tensorflow/data/repeat_dataset.rb,
lib/tensorflow/data/tensor_dataset.rb,
lib/tensorflow/eager/tensor_handle.rb,
lib/tensorflow/keras/datasets/imdb.rb,
lib/tensorflow/keras/layers/conv2d.rb,
lib/tensorflow/python_compatiblity.rb,
lib/tensorflow/data/shuffle_dataset.rb,
lib/tensorflow/graph/operation_attr.rb,
lib/tensorflow/keras/datasets/mnist.rb,
lib/tensorflow/keras/layers/dropout.rb,
lib/tensorflow/keras/layers/flatten.rb,
lib/tensorflow/keras/optimizers/adam.rb,
lib/tensorflow/core/protobuf/debug_pb.rb,
lib/tensorflow/core/protobuf/saver_pb.rb,
lib/tensorflow/data/tf_record_dataset.rb,
lib/tensorflow/graph/operation_output.rb,
lib/tensorflow/keras/datasets/cifar10.rb,
lib/tensorflow/keras/datasets/reuters.rb,
lib/tensorflow/core/framework/graph_pb.rb,
lib/tensorflow/core/framework/types_pb.rb,
lib/tensorflow/core/protobuf/config_pb.rb,
lib/tensorflow/core/protobuf/master_pb.rb,
lib/tensorflow/core/protobuf/struct_pb.rb,
lib/tensorflow/core/protobuf/worker_pb.rb,
lib/tensorflow/graph/graph_def_options.rb,
lib/tensorflow/keras/datasets/cifar100.rb,
lib/tensorflow/keras/models/sequential.rb,
lib/tensorflow/resource_summary_writer.rb,
lib/tensorflow/core/framework/op_def_pb.rb,
lib/tensorflow/core/framework/tensor_pb.rb,
lib/tensorflow/core/protobuf/cluster_pb.rb,
lib/tensorflow/core/framework/api_def_pb.rb,
lib/tensorflow/core/framework/summary_pb.rb,
lib/tensorflow/data/tensor_slice_dataset.rb,
lib/tensorflow/keras/preprocessing/image.rb,
lib/tensorflow/core/framework/function_pb.rb,
lib/tensorflow/core/framework/node_def_pb.rb,
lib/tensorflow/core/framework/variable_pb.rb,
lib/tensorflow/core/framework/versions_pb.rb,
lib/tensorflow/core/protobuf/meta_graph_pb.rb,
lib/tensorflow/core/protobuf/replay_log_pb.rb,
lib/tensorflow/graph/operation_description.rb,
lib/tensorflow/core/framework/attr_value_pb.rb,
lib/tensorflow/core/framework/cost_graph_pb.rb,
lib/tensorflow/core/framework/kernel_def_pb.rb,
lib/tensorflow/core/framework/log_memory_pb.rb,
lib/tensorflow/core/framework/step_stats_pb.rb,
lib/tensorflow/core/lib/core/error_codes_pb.rb,
lib/tensorflow/core/protobuf/saved_model_pb.rb,
lib/tensorflow/keras/datasets/fashion_mnist.rb,
lib/tensorflow/core/framework/reader_base_pb.rb,
lib/tensorflow/core/protobuf/control_flow_pb.rb,
lib/tensorflow/core/protobuf/named_tensor_pb.rb,
lib/tensorflow/core/protobuf/queue_runner_pb.rb,
lib/tensorflow/core/protobuf/trace_events_pb.rb,
lib/tensorflow/keras/datasets/boston_housing.rb,
lib/tensorflow/tensorflow/core/util/event_pb.rb,
lib/tensorflow/core/framework/tensor_shape_pb.rb,
lib/tensorflow/core/framework/tensor_slice_pb.rb,
lib/tensorflow/core/protobuf/eager_service_pb.rb,
lib/tensorflow/core/protobuf/tensor_bundle_pb.rb,
lib/tensorflow/core/protobuf/master_service_pb.rb,
lib/tensorflow/core/protobuf/worker_service_pb.rb,
lib/tensorflow/core/util/saved_tensor_slice_pb.rb,
lib/tensorflow/core/protobuf/conv_autotuning_pb.rb,
lib/tensorflow/core/protobuf/rewriter_config_pb.rb,
lib/tensorflow/core/protobuf/verifier_config_pb.rb,
lib/tensorflow/data/fixed_length_record_dataset.rb,
lib/tensorflow/train/gradient_descent_optimizer.rb,
lib/tensorflow/core/framework/resource_handle_pb.rb,
lib/tensorflow/core/protobuf/critical_section_pb.rb,
lib/tensorflow/core/protobuf/graph_debug_info_pb.rb,
lib/tensorflow/core/protobuf/device_properties_pb.rb,
lib/tensorflow/core/protobuf/tensorflow_server_pb.rb,
lib/tensorflow/core/protobuf/transport_options_pb.rb,
lib/tensorflow/core/util/memmapped_file_system_pb.rb,
lib/tensorflow/core/framework/device_attributes_pb.rb,
lib/tensorflow/core/protobuf/saved_object_graph_pb.rb,
lib/tensorflow/core/framework/tensor_description_pb.rb,
lib/tensorflow/core/framework/graph_transfer_info_pb.rb,
lib/tensorflow/core/protobuf/trackable_object_graph_pb.rb,
lib/tensorflow/core/framework/allocation_description_pb.rb,
lib/tensorflow/keras/metrics/sparse_categorical_accuracy.rb,
lib/tensorflow/keras/losses/sparse_categorical_crossentropy.rb,
lib/tensorflow/core/framework/remote_fused_graph_execute_info_pb.rb

Overview

Based on code from github.com/jedld/tensor_stream

Defined Under Namespace

Modules: Audio, Bitwise, Control, Data, Datasets, Decorator, Eager, Error, FFI, Graph, Grpc, IO, Image, Keras, Linalg, Math, NN, Operators, Ops, Printers, Profiler, PythonCompatability, Random, RawOps, Strings, TensorMixin, Train Classes: BatchableTypeSpec, ExecutionContext, NameScope, OpDef, OpDefBuilder, ResourceSummaryWriter, Status, Summary, Tensor, TensorData, TensorSpec, TypeSpec, Variable

Constant Summary collapse

GRAPH_MODE =

EAGER_MODE =

VERSION =

"0.2.0"

Event =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.Event").msgclass

LogMessage =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.LogMessage").msgclass

SessionLog =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SessionLog").msgclass

TaggedRunMetadata =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TaggedRunMetadata").msgclass

WatchdogConfig =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.WatchdogConfig").msgclass

RequestedExitCode =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RequestedExitCode").msgclass

WorkerHeartbeatRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.WorkerHeartbeatRequest").msgclass

WorkerHeartbeatResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.WorkerHeartbeatResponse").msgclass

WorkerHealth =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.WorkerHealth").enummodule

WorkerShutdownMode =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.WorkerShutdownMode").enummodule

DebugTensorWatch =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DebugTensorWatch").msgclass

DebugOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DebugOptions").msgclass

DebuggedSourceFile =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DebuggedSourceFile").msgclass

DebuggedSourceFiles =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DebuggedSourceFiles").msgclass

SaverDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SaverDef").msgclass

GraphDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphDef").msgclass

DataType =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DataType").enummodule

GPUOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GPUOptions").msgclass

OptimizerOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.OptimizerOptions").msgclass

GraphOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphOptions").msgclass

ThreadPoolOptionProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ThreadPoolOptionProto").msgclass

RPCOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RPCOptions").msgclass

SessionMetadata =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SessionMetadata").msgclass

ConfigProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ConfigProto").msgclass

RunOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunOptions").msgclass

RunMetadata =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunMetadata").msgclass

TensorConnection =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorConnection").msgclass

CallableOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CallableOptions").msgclass

CreateSessionRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CreateSessionRequest").msgclass

CreateSessionResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CreateSessionResponse").msgclass

ExtendSessionRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ExtendSessionRequest").msgclass

ExtendSessionResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ExtendSessionResponse").msgclass

RunStepRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunStepRequest").msgclass

RunStepResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunStepResponse").msgclass

PartialRunSetupRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.PartialRunSetupRequest").msgclass

PartialRunSetupResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.PartialRunSetupResponse").msgclass

CloseSessionRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CloseSessionRequest").msgclass

CloseSessionResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CloseSessionResponse").msgclass

ResetRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ResetRequest").msgclass

ResetResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ResetResponse").msgclass

ListDevicesRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ListDevicesRequest").msgclass

ListDevicesResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ListDevicesResponse").msgclass

MakeCallableRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MakeCallableRequest").msgclass

MakeCallableResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MakeCallableResponse").msgclass

RunCallableRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunCallableRequest").msgclass

RunCallableResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunCallableResponse").msgclass

ReleaseCallableRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ReleaseCallableRequest").msgclass

ReleaseCallableResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ReleaseCallableResponse").msgclass

StructuredValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.StructuredValue").msgclass

NoneValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NoneValue").msgclass

ListValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ListValue").msgclass

TupleValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TupleValue").msgclass

DictValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DictValue").msgclass

PairValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.PairValue").msgclass

NamedTupleValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NamedTupleValue").msgclass

TensorSpecProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorSpecProto").msgclass

TypeSpecProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TypeSpecProto").msgclass

GetStatusRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GetStatusRequest").msgclass

GetStatusResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GetStatusResponse").msgclass

CreateWorkerSessionRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CreateWorkerSessionRequest").msgclass

CreateWorkerSessionResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CreateWorkerSessionResponse").msgclass

DeleteWorkerSessionRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeleteWorkerSessionRequest").msgclass

DeleteWorkerSessionResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeleteWorkerSessionResponse").msgclass

RegisterGraphRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RegisterGraphRequest").msgclass

RegisterGraphResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RegisterGraphResponse").msgclass

DeregisterGraphRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeregisterGraphRequest").msgclass

DeregisterGraphResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeregisterGraphResponse").msgclass

CleanupAllRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CleanupAllRequest").msgclass

CleanupAllResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CleanupAllResponse").msgclass

ExecutorOpts =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ExecutorOpts").msgclass

RunGraphRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunGraphRequest").msgclass

RunGraphResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RunGraphResponse").msgclass

CleanupGraphRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CleanupGraphRequest").msgclass

CleanupGraphResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CleanupGraphResponse").msgclass

RecvTensorRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RecvTensorRequest").msgclass

RecvTensorResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RecvTensorResponse").msgclass

MarkRecvFinishedRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MarkRecvFinishedRequest").msgclass

MarkRecvFinishedResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MarkRecvFinishedResponse").msgclass

LoggingRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.LoggingRequest").msgclass

LabeledStepStats =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.LabeledStepStats").msgclass

LoggingResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.LoggingResponse").msgclass

TraceOpts =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TraceOpts").msgclass

TracingRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TracingRequest").msgclass

TracingResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TracingResponse").msgclass

RecvBufRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RecvBufRequest").msgclass

RecvBufResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RecvBufResponse").msgclass

CompleteGroupRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CompleteGroupRequest").msgclass

CompleteGroupResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CompleteGroupResponse").msgclass

CompleteInstanceRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CompleteInstanceRequest").msgclass

CompleteInstanceResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CompleteInstanceResponse").msgclass

GetStepSequenceRequest =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GetStepSequenceRequest").msgclass

StepSequence =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.StepSequence").msgclass

GetStepSequenceResponse =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GetStepSequenceResponse").msgclass

OpDeprecation =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.OpDeprecation").msgclass

OpList =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.OpList").msgclass

TensorProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorProto").msgclass

VariantTensorDataProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.VariantTensorDataProto").msgclass

JobDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.JobDef").msgclass

ClusterDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ClusterDef").msgclass

ApiDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ApiDef").msgclass

ApiDefs =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ApiDefs").msgclass

SummaryDescription =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SummaryDescription").msgclass

HistogramProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.HistogramProto").msgclass

SummaryMetadata =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SummaryMetadata").msgclass

FunctionDefLibrary =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.FunctionDefLibrary").msgclass

FunctionDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.FunctionDef").msgclass

GradientDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GradientDef").msgclass

NodeDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NodeDef").msgclass

VariableDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.VariableDef").msgclass

SaveSliceInfoDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SaveSliceInfoDef").msgclass

VariableSynchronization =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.VariableSynchronization").enummodule

VariableAggregation =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.VariableAggregation").enummodule

VersionDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.VersionDef").msgclass

MetaGraphDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MetaGraphDef").msgclass

CollectionDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CollectionDef").msgclass

TensorInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorInfo").msgclass

SignatureDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SignatureDef").msgclass

AssetFileDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.AssetFileDef").msgclass

NewReplaySession =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NewReplaySession").msgclass

ReplayOp =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ReplayOp").msgclass

AttrValue =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.AttrValue").msgclass

NameAttrList =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NameAttrList").msgclass

CostGraphDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CostGraphDef").msgclass

KernelDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.KernelDef").msgclass

KernelList =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.KernelList").msgclass

MemoryLogStep =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryLogStep").msgclass

MemoryLogTensorAllocation =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryLogTensorAllocation").msgclass

MemoryLogTensorDeallocation =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryLogTensorDeallocation").msgclass

MemoryLogTensorOutput =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryLogTensorOutput").msgclass

MemoryLogRawAllocation =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryLogRawAllocation").msgclass

MemoryLogRawDeallocation =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryLogRawDeallocation").msgclass

AllocationRecord =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.AllocationRecord").msgclass

AllocatorMemoryUsed =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.AllocatorMemoryUsed").msgclass

NodeOutput =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NodeOutput").msgclass

MemoryStats =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemoryStats").msgclass

NodeExecStats =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NodeExecStats").msgclass

DeviceStepStats =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeviceStepStats").msgclass

StepStats =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.StepStats").msgclass

SavedModel =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedModel").msgclass

ReaderBaseState =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ReaderBaseState").msgclass

ValuesDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ValuesDef").msgclass

ControlFlowContextDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ControlFlowContextDef").msgclass

CondContextDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CondContextDef").msgclass

WhileContextDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.WhileContextDef").msgclass

NamedTensorProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NamedTensorProto").msgclass

QueueRunnerDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.QueueRunnerDef").msgclass

TensorShapeProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorShapeProto").msgclass

TensorSliceProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorSliceProto").msgclass

BundleHeaderProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.BundleHeaderProto").msgclass

BundleEntryProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.BundleEntryProto").msgclass

SavedSliceMeta =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedSliceMeta").msgclass

SavedTensorSliceMeta =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedTensorSliceMeta").msgclass

SavedSlice =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedSlice").msgclass

SavedTensorSlices =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedTensorSlices").msgclass

ConvolutionProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ConvolutionProto").msgclass

AutoParallelOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.AutoParallelOptions").msgclass

ScopedAllocatorOptions =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ScopedAllocatorOptions").msgclass

RewriterConfig =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RewriterConfig").msgclass

VerifierConfig =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.VerifierConfig").msgclass

ResourceHandleProto =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ResourceHandleProto").msgclass

CriticalSectionDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CriticalSectionDef").msgclass

CriticalSectionExecutionDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.CriticalSectionExecutionDef").msgclass

GraphDebugInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphDebugInfo").msgclass

DeviceProperties =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeviceProperties").msgclass

NamedDevice =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.NamedDevice").msgclass

ServerDef =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.ServerDef").msgclass

RecvBufRespExtra =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RecvBufRespExtra").msgclass

MemmappedFileSystemDirectoryElement =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemmappedFileSystemDirectoryElement").msgclass

MemmappedFileSystemDirectory =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.MemmappedFileSystemDirectory").msgclass

InterconnectLink =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.InterconnectLink").msgclass

LocalLinks =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.LocalLinks").msgclass

DeviceLocality =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeviceLocality").msgclass

DeviceAttributes =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.DeviceAttributes").msgclass

SavedObjectGraph =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedObjectGraph").msgclass

SavedObject =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedObject").msgclass

SavedUserObject =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedUserObject").msgclass

SavedAsset =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedAsset").msgclass

SavedFunction =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedFunction").msgclass

SavedConcreteFunction =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedConcreteFunction").msgclass

SavedBareConcreteFunction =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedBareConcreteFunction").msgclass

SavedConstant =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedConstant").msgclass

SavedVariable =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedVariable").msgclass

FunctionSpec =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.FunctionSpec").msgclass

SavedResource =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.SavedResource").msgclass

TensorDescription =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TensorDescription").msgclass

GraphTransferNodeInput =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferNodeInput").msgclass

GraphTransferNodeInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferNodeInfo").msgclass

GraphTransferConstNodeInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferConstNodeInfo").msgclass

GraphTransferNodeInputInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferNodeInputInfo").msgclass

GraphTransferNodeOutputInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferNodeOutputInfo").msgclass

GraphTransferGraphInputNodeInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferGraphInputNodeInfo").msgclass

GraphTransferGraphOutputNodeInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferGraphOutputNodeInfo").msgclass

GraphTransferInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.GraphTransferInfo").msgclass

TrackableObjectGraph =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.TrackableObjectGraph").msgclass

AllocationDescription =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.AllocationDescription").msgclass

RemoteFusedGraphExecuteInfo =

::Google::Protobuf::DescriptorPool.generated_pool.lookup("tensorflow.RemoteFusedGraphExecuteInfo").msgclass

Class Attribute Summary collapse

.ffi_lib ⇒ Object

Returns the value of attribute ffi_lib.

Class Method Summary collapse

Methods included from Ops

broadcast_mul, cast, constant, expand_dims, fill, identity, ones, pack, placeholder, prevent_gradient, range, rank, reshape, shape, split, split_v, squeeze, timestamp, transpose, where, zeros, zeros_like

Methods included from PythonCompatability

disable_eager_execution, enable_eager_execution, global_variables, global_variables_initializer, variables_initializer

Class Attribute Details

.ffi_lib ⇒ `Object`

Returns the value of attribute ffi_lib.



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# File 'lib/tensorflow-ruby.rb', line 138

def ffi_lib
  @ffi_lib
end

Class Method Details

.execution_mode ⇒ `Object`



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# File 'lib/tensorflow-ruby.rb', line 163

def self.execution_mode
  @mode ||= Tensorflow::EAGER_MODE
end

.execution_mode=(value) ⇒ `Object`



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# File 'lib/tensorflow-ruby.rb', line 167

def self.execution_mode=(value)
  @mode = value
end

.float32 ⇒ `Object`



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# File 'lib/tensorflow/python_compatiblity.rb', line 8

def self.float32
  :float
end

.float64 ⇒ `Object`



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# File 'lib/tensorflow/python_compatiblity.rb', line 12

def self.float64
  :double
end

.library_version ⇒ `Object`



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# File 'lib/tensorflow-ruby.rb', line 140

def library_version
  FFI.TF_Version
end

.name_scope(base_name, &block) ⇒ `Object`



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# File 'lib/tensorflow-ruby.rb', line 171

def self.name_scope(base_name, &block)
  ExecutionContext.current.name_scope(base_name, &block)
end

.op_def(op_name) ⇒ `Object`



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# File 'lib/tensorflow-ruby.rb', line 159

def self.op_def(op_name)
  self.op_defs[op_name]
end

.op_defs ⇒ `Object`

# File 'lib/tensorflow-ruby.rb', line 148

def self.op_defs
  buffer = FFI.TF_GetAllOpList
  string = buffer[:data].read_string(buffer[:length])
  ops = OpList.decode(string)
  ops.op.each_with_object(Hash.new) do |op_def, hash|
    hash[op_def.name] = op_def
  end
ensure
  FFI.TF_DeleteBuffer(buffer)
end

Module: Tensorflow

Overview

Defined Under Namespace

Constant Summary collapse

Class Attribute Summary collapse

Class Method Summary collapse

Methods included from Ops

Methods included from PythonCompatability

Class Attribute Details

.ffi_lib ⇒ Object

Class Method Details

.execution_mode ⇒ Object

.execution_mode=(value) ⇒ Object

.float32 ⇒ Object

.float64 ⇒ Object

.library_version ⇒ Object

.name_scope(base_name, &block) ⇒ Object

.op_def(op_name) ⇒ Object

.op_defs ⇒ Object