Crate tensorflow

This crate provides Rust bindings for the TensorFlow machine learning library.

Structs

AttrMetadata	AttrMetadata describes the value of an attribute on an operation.
BFloat16	BFloat16 provides a Rust type for BFloat16.
Device	Metadata about a device.
Function	Function is a grouping of operations with defined inputs and outputs. Once created and added to graphs, functions can be invoked by creating an operation whose operation type matches the function name.
FunctionOptions	Options that can be passed during function creation.
Graph	Represents a computation graph. Graphs may be shared between sessions. Graphs are thread-safe when used as directed.
ImportGraphDefOptions	ImportGraphDefOptions holds options that can be passed to Graph::import_graph_def.
Input	A Input is one end of a graph edge. It holds an operation and an index into the inputs of that operation.
Library	Dynamically loaded plugins. The C API doesn't provide a way to unload libraries, so nothing happens when this goes out of scope.
Operation	An Operation is a node in a Graph. It is a computation which accepts inputs and produces outputs.
OperationDescription	An OperationDescription is an Operation in the process of being built (i.e. the builder pattern).
OperationIter	Iterator over the operations in a Graph.
Output	A Output is one end of a graph edge. It holds an operation and an index into the outputs of that operation.
OutputToken	An opaque token for retrieving an output from a computation.
QInt8	Quantized type for i8.
QInt16	Quantized type for i16.
QInt32	Quantized type for i32.
QUInt8	Quantized type for u8.
QUInt16	Quantized type for u16.
SavedModelBundle	Aggregation type for a saved model bundle.
Session	Manages a single graph and execution.
SessionOptions	Options that can be passed during session creation.
Shape	A Shape is the shape of a tensor. A Shape may be an unknown rank, or it may have a known rank with each dimension being known or unknown.
Status	Holds error information when communicating with back and forth with tensorflow.
StepWithGraph	Manages the inputs and outputs for a single execution of a graph.
Tensor	Holds a multi-dimensional array of elements of a single data type.
TensorDataCRepr	Inner representation for Tensors of types where C and Rust have the same representation.
TensorDataNoCRepr	Inner representation for Tensors of types where C and Rust have different representations.

Enums

AttrType	Describes the type of the value of an attribute on an operation.
Code	Error values that can be returned.
DataType	Type of a single tensor element.

Traits

TensorInner	Inner representation of Tensors.
TensorType	A Rust type that maps to a DataType.

Functions

version

Returns a string describing version information of the TensorFlow library. TensorFlow is using semantic versioning.

Type Definitions

Result

Convenience type for Result with Status as the error type.