Struct TrainingSession 

pub struct TrainingSession { /* private fields */ }

Implementations

impl TrainingSession

pub fn id(&self) -> TrainingSessionID

pub fn uid(&self) -> String

pub fn name(&self) -> &str

pub fn description(&self) -> &str

pub fn model(&self) -> &str

pub fn experiment_id(&self) -> ExperimentID

pub fn task(&self) -> Task

pub fn model_params(&self) -> &HashMap<String, Parameter>

pub fn dataset_params(&self) -> &DatasetParams

pub fn train_group(&self) -> &str

pub fn val_group(&self) -> &str

pub async fn experiment(&self, client: &Client) -> Result<Experiment, Error>

pub async fn dataset(&self, client: &Client) -> Result<Dataset, Error>

pub async fn annotation_set( &self, client: &Client, ) -> Result<AnnotationSet, Error>

pub async fn artifacts(&self, client: &Client) -> Result<Vec<Artifact>, Error>

pub async fn metrics( &self, client: &Client, ) -> Result<HashMap<String, Parameter>, Error>

pub async fn set_metrics( &self, client: &Client, metrics: HashMap<String, Parameter>, ) -> Result<(), Error>

pub async fn download_artifact( &self, client: &Client, filename: &str, ) -> Result<Vec<u8>, Error>

Downloads an artifact from the training session.

pub async fn upload_artifact( &self, client: &Client, filename: &str, path: PathBuf, ) -> Result<(), Error>

Uploads an artifact to the training session. The filename will be used as the name of the file in the training session while path is the local path to the file to upload.

pub async fn download_checkpoint( &self, client: &Client, filename: &str, ) -> Result<Vec<u8>, Error>

Downloads a checkpoint file from the training session.

pub async fn upload_checkpoint( &self, client: &Client, filename: &str, path: PathBuf, ) -> Result<(), Error>

Uploads a checkpoint file to the training session. The filename will be used as the name of the file in the training session while path is the local path to the file to upload.

pub async fn download( &self, client: &Client, filename: &str, ) -> Result<String, Error>

Downloads a file from the training session. Should only be used for text files, binary files must be downloaded using download_artifact or download_checkpoint.

pub async fn upload( &self, client: &Client, files: &[(String, PathBuf)], ) -> Result<(), Error>

Trait Implementations

impl<'de> Deserialize<'de> for TrainingSession

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for TrainingSession

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

Formats the value using the given formatter.