Struct SensorTextItem 

pub struct SensorTextItem {
    pub sensor: Vec<f32>,
    pub token_ids: Vec<i32>,
    pub attention_mask: Vec<i32>,
    pub caption_text: String,
}

A single (sensor, caption) training pair.

Fields

sensor: Vec<f32>

Normalised sensor values, flat f32 slice of length T × C (row-major: index t * C + c).

token_ids: Vec<i32>

Tokenised caption as a Vec<i32> (token IDs, padded to max_seq_len).

attention_mask: Vec<i32>

Padding mask: 1 for real tokens, 0 for padding.

caption_text: String

Raw caption text (kept for debugging / evaluation).

Trait Implementations

impl<B: Backend> Batcher<SensorTextItem, SensorLMBatch<B>> for SensorLMBatcher<B>

fn batch(&self, items: Vec<SensorTextItem>) -> SensorLMBatch<B>

Batches the given items.

impl Clone for SensorTextItem

fn clone(&self) -> SensorTextItem

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Dataset<SensorTextItem> for CsvSensorDataset

fn get(&self, index: usize) -> Option<SensorTextItem>

Gets the item at the given index.

fn len(&self) -> usize

Gets the number of items in the dataset.

fn is_empty(&self) -> bool

Checks if the dataset is empty.

fn iter(&self) -> DatasetIterator<'_, I>

where Self: Sized,

Returns an iterator over the dataset.

fn windows(&self, size: usize) -> WindowDataset<'_, I>

where Self: Sized,

Returns a new Dataset of all the windows of length size. The windows overlap. Is empty if the input Dataset is shorter than size.

impl Dataset<SensorTextItem> for SyntheticSensorDataset

fn get(&self, index: usize) -> Option<SensorTextItem>

Gets the item at the given index.

fn len(&self) -> usize

Gets the number of items in the dataset.

fn is_empty(&self) -> bool

Checks if the dataset is empty.

fn iter(&self) -> DatasetIterator<'_, I>

where Self: Sized,

Returns an iterator over the dataset.

fn windows(&self, size: usize) -> WindowDataset<'_, I>

where Self: Sized,

Returns a new Dataset of all the windows of length size. The windows overlap. Is empty if the input Dataset is shorter than size.

impl Debug for SensorTextItem

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.