org.bytedeco.pytorch

Class MNISTRandomDataLoader

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.MNISTRandomDataLoaderBase

org.bytedeco.pytorch.MNISTRandomDataLoader

All Implemented Interfaces:

AutoCloseable

@Name(value="torch::data::StatelessDataLoader<torch::data::datasets::MapDataset<torch::data::datasets::MNIST,torch::data::transforms::Stack<torch::data::Example<torch::Tensor,torch::Tensor> > >,torch::data::samplers::RandomSampler>")
 @NoOffset
 @Properties(inherit=torch.class)
public class MNISTRandomDataLoader
extends MNISTRandomDataLoaderBase

A dataloader for stateless datasets. This dataloader follows the traditional PyTorch dataloader design, whereby a (posssibly) stateful sampler produces *batch requests* for a stateless dataset, which acts as a simple batch request to batch mapping. The batch request will often be an array of indices, and if the dataset is a simple image dataset, the dataset would produce the images at those indices.

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
MNISTRandomDataLoader(MNISTMapDataset dataset, RandomSampler sampler, DataLoaderOptions options) Constructs the StatelessDataLoader from a dataset, a sampler and some options.
MNISTRandomDataLoader(Pointer p) Pointer cast constructor.

Method Summary

Methods inherited from class org.bytedeco.pytorch.MNISTRandomDataLoaderBase

begin, end, join, options

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

MNISTRandomDataLoader

public MNISTRandomDataLoader(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

MNISTRandomDataLoader

public MNISTRandomDataLoader(@ByVal
                             MNISTMapDataset dataset,
                             @ByVal
                             RandomSampler sampler,
                             @ByVal
                             DataLoaderOptions options)

Constructs the StatelessDataLoader from a dataset, a sampler and some options.