org.bytedeco.tensorflowlite

Class InterpreterBuilder

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflowlite.InterpreterBuilder

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tflite::impl")
 @NoOffset
 @Properties(inherit=tensorflowlite.class)
public class InterpreterBuilder
extends Pointer

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
InterpreterBuilder(FlatBufferModel model, OpResolver op_resolver)
InterpreterBuilder(FlatBufferModel model, OpResolver op_resolver, InterpreterOptions options_experimental) For this constructor, the ErrorReporter will be extracted from the FlatBufferModel.
InterpreterBuilder(Pointer p) Pointer cast constructor.
InterpreterBuilder(Pointer model, OpResolver op_resolver)
InterpreterBuilder(Pointer model, OpResolver op_resolver, ErrorReporter error_reporter, InterpreterOptions options_experimental, Allocation allocation) Builds an interpreter given only the raw flatbuffer Model object (instead of a FlatBufferModel).

Method Summary

Modifier and Type	Method and Description
void	AddDelegate(TfLiteDelegate delegate) Any delegates added with AddDelegate will be applied to the Interpreter generated by operator(), in the order that they were added.
void	AddDelegate(TfLiteOpaqueDelegateStruct opaque_delegate)
int	apply(Interpreter interpreter) Builds an interpreter and stores it in *interpreter.
int	apply(Interpreter interpreter, int num_threads) Same as above, but also sets the number of CPU threads to use (overriding any previous call to SetNumThreads).
int	SetNumThreads(int num_threads) Sets the number of CPU threads to use for the interpreter.
void	SetTelemetryProfiler(TelemetryProfiler profiler)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

InterpreterBuilder

public InterpreterBuilder(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

InterpreterBuilder

public InterpreterBuilder(@Const @ByRef
                          FlatBufferModel model,
                          @Const @ByRef
                          OpResolver op_resolver,
                          @Const
                          InterpreterOptions options_experimental)

For this constructor, the ErrorReporter will be extracted from the FlatBufferModel. options object is copied during construction. So caller can release it after calling the constructor.

InterpreterBuilder

public InterpreterBuilder(@Const @ByRef
                          FlatBufferModel model,
                          @Const @ByRef
                          OpResolver op_resolver)

InterpreterBuilder

public InterpreterBuilder(@Cast(value="const tflite::Model*")
                          Pointer model,
                          @Const @ByRef
                          OpResolver op_resolver,
                          ErrorReporter error_reporter,
                          @Const
                          InterpreterOptions options_experimental,
                          @Const
                          Allocation allocation)

Builds an interpreter given only the raw flatbuffer Model object (instead of a FlatBufferModel). Mostly used for testing. If error_reporter is null, then DefaultErrorReporter() is used. options object is copied during construction. So caller can release it after calling the constructor.

InterpreterBuilder

public InterpreterBuilder(@Cast(value="const tflite::Model*")
                          Pointer model,
                          @Const @ByRef
                          OpResolver op_resolver)

Method Detail

apply

@Cast(value="TfLiteStatus")
 @Name(value="operator ()")
public int apply(@UniquePtr
                                                                         Interpreter interpreter)

Builds an interpreter and stores it in *interpreter. On success, returns kTfLiteOk and sets *interpreter to a valid Interpreter. On failure, returns an error status and sets *interpreter to nullptr.

apply

@Cast(value="TfLiteStatus")
 @Name(value="operator ()")
public int apply(@UniquePtr
                                                                         Interpreter interpreter,
                                                                         int num_threads)

Same as above, but also sets the number of CPU threads to use (overriding any previous call to SetNumThreads). Deprecated: use the SetNumThreads method instead.

SetNumThreads

@Cast(value="TfLiteStatus")
public int SetNumThreads(int num_threads)

Sets the number of CPU threads to use for the interpreter. Returns kTfLiteOk on success, kTfLiteError on error.

AddDelegate

public void AddDelegate(TfLiteDelegate delegate)

Any delegates added with AddDelegate will be applied to the Interpreter generated by operator(), in the order that they were added. (The delegate parameter passed to AddDelegate should be non-null, otherwise an error will be reported, and the call to AddDelegate will have no other effect.) The lifetime of the delegate must be at least as long as the lifetime of any Interpreter generated by this InterpreterBuilder.

AddDelegate

public void AddDelegate(TfLiteOpaqueDelegateStruct opaque_delegate)

SetTelemetryProfiler

public void SetTelemetryProfiler(@UniquePtr
                                 TelemetryProfiler profiler)