Index

A

architecture (finetuner.models.BERT attribute) (finetuner.models.EfficientNetB0 attribute) (finetuner.models.EfficientNetB4 attribute) (finetuner.models.MLP attribute) (finetuner.models.OpenAICLIP attribute) (finetuner.models.ResNet152 attribute) (finetuner.models.ResNet50 attribute) (finetuner.models.SentenceTransformer attribute)

artifact_id (finetuner.run.Run property)

B

baseline (finetuner.callback.EarlyStopping attribute) batch_size (finetuner.callback.EvaluationCallback attribute)

BERT (class in finetuner.models) BestModelCheckpoint (class in finetuner.callback)

C

config (finetuner.run.Run property) create_experiment() (finetuner.client.client.FinetunerV1Client method) (finetuner.finetuner.Finetuner method) (in module finetuner)

create_run() (finetuner.client.client.FinetunerV1Client method) (finetuner.experiment.Experiment method) (finetuner.finetuner.Finetuner method) (in module finetuner)

D

delete_experiment() (finetuner.client.client.FinetunerV1Client method) (finetuner.finetuner.Finetuner method) (in module finetuner) delete_experiments() (finetuner.client.client.FinetunerV1Client method) (finetuner.finetuner.Finetuner method) (in module finetuner) delete_run() (finetuner.client.client.FinetunerV1Client method) (finetuner.experiment.Experiment method) (finetuner.finetuner.Finetuner method) (in module finetuner) delete_runs() (finetuner.client.client.FinetunerV1Client method) (finetuner.experiment.Experiment method) (finetuner.finetuner.Finetuner method) (in module finetuner)

describe_models() (in module finetuner) description (finetuner.models.BERT attribute) (finetuner.models.EfficientNetB0 attribute) (finetuner.models.EfficientNetB4 attribute) (finetuner.models.MLP attribute) (finetuner.models.OpenAICLIP attribute) (finetuner.models.ResNet152 attribute) (finetuner.models.ResNet50 attribute) (finetuner.models.SentenceTransformer attribute) distance (finetuner.callback.EvaluationCallback attribute)

E

EarlyStopping (class in finetuner.callback) EfficientNetB0 (class in finetuner.models) EfficientNetB4 (class in finetuner.models)

EvaluationCallback (class in finetuner.callback) exclude_self (finetuner.callback.EvaluationCallback attribute) Experiment (class in finetuner.experiment)

F

finetuner module Finetuner (class in finetuner.finetuner) finetuner.callback module finetuner.client module finetuner.client.client module finetuner.exception module

finetuner.experiment module finetuner.finetuner module finetuner.models module finetuner.run module FinetunerServerError FinetunerV1Client (class in finetuner.client.client) fit() (in module finetuner)

G

get_experiment() (finetuner.client.client.FinetunerV1Client method) (finetuner.finetuner.Finetuner method) (in module finetuner) get_run() (finetuner.client.client.FinetunerV1Client method) (finetuner.experiment.Experiment method) (finetuner.finetuner.Finetuner method) (in module finetuner)

get_run_logs() (finetuner.client.client.FinetunerV1Client method) get_run_status() (finetuner.client.client.FinetunerV1Client method) get_token() (finetuner.finetuner.Finetuner method) (in module finetuner)

I

index_data (finetuner.callback.EvaluationCallback attribute)

L

last_k_epochs (finetuner.callback.TrainingCheckpoint attribute) limit (finetuner.callback.EvaluationCallback attribute) list_callbacks() (in module finetuner) list_experiments() (finetuner.client.client.FinetunerV1Client method) (finetuner.finetuner.Finetuner method) (in module finetuner) list_model_options() (in module finetuner)

list_models() (in module finetuner) list_runs() (finetuner.client.client.FinetunerV1Client method) (finetuner.experiment.Experiment method) (finetuner.finetuner.Finetuner method) (in module finetuner) login() (finetuner.finetuner.Finetuner method) (in module finetuner) logs() (finetuner.run.Run method)

M

min_delta (finetuner.callback.EarlyStopping attribute) MLP (class in finetuner.models) mode (finetuner.callback.BestModelCheckpoint attribute) (finetuner.callback.EarlyStopping attribute) module finetuner finetuner.callback finetuner.client finetuner.client.client finetuner.exception finetuner.experiment finetuner.finetuner finetuner.models finetuner.run

monitor (finetuner.callback.BestModelCheckpoint attribute) (finetuner.callback.EarlyStopping attribute)

N

name (finetuner.experiment.Experiment property) (finetuner.models.BERT attribute) (finetuner.models.EfficientNetB0 attribute) (finetuner.models.EfficientNetB4 attribute) (finetuner.models.MLP attribute) (finetuner.models.OpenAICLIP attribute) (finetuner.models.ResNet152 attribute) (finetuner.models.ResNet50 attribute) (finetuner.models.SentenceTransformer attribute) (finetuner.run.Run property)

O

OpenAICLIP (class in finetuner.models) options (finetuner.models.BERT attribute) (finetuner.models.EfficientNetB0 attribute) (finetuner.models.EfficientNetB4 attribute) (finetuner.models.MLP attribute) (finetuner.models.OpenAICLIP attribute) (finetuner.models.ResNet152 attribute) (finetuner.models.ResNet50 attribute) (finetuner.models.SentenceTransformer attribute)

output_dim (finetuner.models.BERT attribute) (finetuner.models.EfficientNetB0 attribute) (finetuner.models.EfficientNetB4 attribute) (finetuner.models.MLP attribute) (finetuner.models.OpenAICLIP attribute) (finetuner.models.ResNet152 attribute) (finetuner.models.ResNet50 attribute) (finetuner.models.SentenceTransformer attribute)

P

patience (finetuner.callback.EarlyStopping attribute)

Q

query_data (finetuner.callback.EvaluationCallback attribute)

R

ResNet152 (class in finetuner.models) ResNet50 (class in finetuner.models)

Run (class in finetuner.run) RunFailedError RunInProgressError

S

save_artifact() (finetuner.run.Run method) SentenceTransformer (class in finetuner.models)

status (finetuner.experiment.Experiment property) status() (finetuner.run.Run method)

T

task (finetuner.models.BERT attribute) (finetuner.models.EfficientNetB0 attribute) (finetuner.models.EfficientNetB4 attribute) (finetuner.models.MLP attribute) (finetuner.models.OpenAICLIP attribute) (finetuner.models.ResNet152 attribute) (finetuner.models.ResNet50 attribute) (finetuner.models.SentenceTransformer attribute)

token (finetuner.callback.WandBLogger attribute) TrainingCheckpoint (class in finetuner.callback)

U

UserNotLoggedInError

W

wandb_args (finetuner.callback.WandBLogger attribute)

WandBLogger (class in finetuner.callback)