[−][src]Crate tensorflow
This crate provides Rust bindings for the
TensorFlow
machine learning library.
If you aren't sure how to use something, please see the examples folder.
Modules
io |
A module for writing TFRecords, Tensorflow's preferred on-disk data format. |
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. |
FetchToken |
An opaque token for retrieving an output from a computation. |
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 |
|
ImportGraphDefResults |
ImportGraphDefResults holds results that are generated by Graph::import_graph_def_with_results(). |
Input |
A |
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 |
OperationDescription |
An |
OperationIter |
Iterator over the operations in a |
Output |
A |
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. |
SessionRunArgs |
Manages the inputs and outputs for a single execution of a graph. |
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 |
Tensor |
Holds a multi-dimensional array of elements of a single data type. |
WhileBuilder |
A WhileBuilder is used to build a while loop. |
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
TensorType |
A Rust type that maps to a |
Functions
version |
Returns a string describing version information of the
|
Type Definitions
OutputToken |
[ Deprecated ] Deprecated alias for FetchToken. |
Result |
Convenience type for |
StepWithGraph |
[ Deprecated ] Deprecated alias for SessionRunArgs. |