Struct burn_core::data::dataloader::DataLoaderBuilder

impl<I, O> DataLoaderBuilder<I, O>
where I: Send + Sync + Clone + Debug + 'static, O: Send + Sync + Clone + Debug + 'static,

pub fn new(batcher: B) -> Self
where B: Batcher<I, O> + 'static,

Creates a new data loader builder.

§Arguments

batcher - The batcher.

§Returns

The data loader builder.

pub fn batch_size(self, batch_size: usize) -> Self

Sets the batch size to a fix number.The fix batch strategy will be used.

§Arguments

batch_size - The batch size.

§Returns

The data loader builder.

pub fn shuffle(self, seed: u64) -> Self

Sets the seed for shuffling.

Each time the dataloader starts a new iteration, the dataset will be shuffled.

§Arguments

seed - The seed.

§Returns

The data loader builder.

pub fn num_workers(self, num_workers: usize) -> Self

Sets the number of workers.

§Arguments

num_workers - The number of workers.

§Returns

The data loader builder.

pub fn build<D>(self, dataset: D) -> Arc<dyn DataLoader<O>>
where D: Dataset + 'static,

Builds the data loader.

§Arguments

dataset - The dataset.

§Returns

The data loader.

Auto Trait Implementations§

impl<I, O> !UnwindSafe for DataLoaderBuilder<I, O>

Blanket Implementations§

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