Index Symbols | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W Symbols **backbone_kwargs (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] **kwargs (flash.audio.speech_recognition.model.SpeechRecognition.load_from_checkpoint parameter) (flash.core.integrations.fiftyone.utils.visualize parameter), [1] (flash.graph.classification.model.GraphClassifier.load_from_checkpoint parameter) (flash.image.classification.model.ImageClassifier.load_from_checkpoint parameter) (flash.image.detection.model.ObjectDetector.load_from_checkpoint parameter) (flash.image.embedding.model.ImageEmbedder.load_from_checkpoint parameter) (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation.load_from_checkpoint parameter) (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector.load_from_checkpoint parameter) (flash.image.segmentation.model.SemanticSegmentation.load_from_checkpoint parameter) (flash.image.style_transfer.model.StyleTransfer.load_from_checkpoint parameter) (flash.pointcloud.detection.model.PointCloudObjectDetector.load_from_checkpoint parameter) (flash.pointcloud.segmentation.model.PointCloudSegmentation.load_from_checkpoint parameter) (flash.tabular.classification.model.TabularClassifier.load_from_checkpoint parameter) (flash.tabular.forecasting.model.TabularForecaster.load_from_checkpoint parameter) (flash.tabular.regression.model.TabularRegressor.load_from_checkpoint parameter) (flash.text.classification.model.TextClassifier.load_from_checkpoint parameter) (flash.text.embedding.model.TextEmbedder.load_from_checkpoint parameter) (flash.text.question_answering.model.QuestionAnsweringTask.load_from_checkpoint parameter) (flash.text.seq2seq.core.model.Seq2SeqTask.load_from_checkpoint parameter) (flash.text.seq2seq.summarization.model.SummarizationTask.load_from_checkpoint parameter) (flash.text.seq2seq.translation.model.TranslationTask.load_from_checkpoint parameter) (flash.video.classification.model.VideoClassifier.load_from_checkpoint parameter) *args (flash.core.serve.core.Servable parameter), [1] A Adapter (class in flash.core.adapter) adapter (flash.core.adapter.AdapterTask parameter), [1] AdapterTask (class in flash.core.adapter) add_argparse_args() (flash.core.trainer.Trainer class method) add_background (flash.core.data.io.classification_input.ClassificationInputMixin.load_target_metadata parameter) (flash.core.data.utilities.classification.get_target_formatter parameter), [1] amsgrad (flash.core.optimizers.LAMB parameter), [1] answer_column_name (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) apply_filtering() (flash.core.model.Task static method) ApplyToKeys (class in flash.core.data.transforms) args (flash.core.data.transforms.ApplyToKeys parameter), [1] as_embedder() (flash.core.model.Task method) AudioClassificationData (class in flash.audio.classification.data) AudioClassificationInputTransform (class in flash.audio.classification.data) available_finetuning_strategies() (flash.audio.speech_recognition.model.SpeechRecognition class method) (flash.core.model.Task class method) (flash.graph.classification.model.GraphClassifier class method) (flash.graph.embedding.model.GraphEmbedder class method) (flash.image.classification.model.ImageClassifier class method) (flash.image.detection.model.ObjectDetector class method) (flash.image.embedding.model.ImageEmbedder class method) (flash.image.instance_segmentation.model.InstanceSegmentation class method) (flash.image.keypoint_detection.model.KeypointDetector class method) (flash.image.segmentation.model.SemanticSegmentation class method) (flash.image.style_transfer.model.StyleTransfer class method) (flash.pointcloud.detection.model.PointCloudObjectDetector class method) (flash.pointcloud.segmentation.model.PointCloudSegmentation class method) (flash.tabular.classification.model.TabularClassifier class method) (flash.tabular.forecasting.model.TabularForecaster class method) (flash.tabular.regression.model.TabularRegressor class method) (flash.text.classification.model.TextClassifier class method) (flash.text.embedding.model.TextEmbedder class method) (flash.text.question_answering.model.QuestionAnsweringTask class method) (flash.text.seq2seq.core.model.Seq2SeqTask class method) (flash.text.seq2seq.summarization.model.SummarizationTask class method) (flash.text.seq2seq.translation.model.TranslationTask class method) (flash.video.classification.model.VideoClassifier class method) available_keys() (flash.core.registry.ExternalRegistry method) available_layers() (flash.core.model.Task method) available_lr_schedulers() (flash.audio.speech_recognition.model.SpeechRecognition class method) (flash.core.model.Task class method) (flash.graph.classification.model.GraphClassifier class method) (flash.graph.embedding.model.GraphEmbedder class method) (flash.image.classification.model.ImageClassifier class method) (flash.image.detection.model.ObjectDetector class method) (flash.image.embedding.model.ImageEmbedder class method) (flash.image.instance_segmentation.model.InstanceSegmentation class method) (flash.image.keypoint_detection.model.KeypointDetector class method) (flash.image.segmentation.model.SemanticSegmentation class method) (flash.image.style_transfer.model.StyleTransfer class method) (flash.pointcloud.detection.model.PointCloudObjectDetector class method) (flash.pointcloud.segmentation.model.PointCloudSegmentation class method) (flash.tabular.classification.model.TabularClassifier class method) (flash.tabular.forecasting.model.TabularForecaster class method) (flash.tabular.regression.model.TabularRegressor class method) (flash.text.classification.model.TextClassifier class method) (flash.text.embedding.model.TextEmbedder class method) (flash.text.question_answering.model.QuestionAnsweringTask class method) (flash.text.seq2seq.core.model.Seq2SeqTask class method) (flash.text.seq2seq.summarization.model.SummarizationTask class method) (flash.text.seq2seq.translation.model.TranslationTask class method) (flash.video.classification.model.VideoClassifier class method) available_optimizers() (flash.audio.speech_recognition.model.SpeechRecognition class method) (flash.core.model.Task class method) (flash.graph.classification.model.GraphClassifier class method) (flash.graph.embedding.model.GraphEmbedder class method) (flash.image.classification.model.ImageClassifier class method) (flash.image.detection.model.ObjectDetector class method) (flash.image.embedding.model.ImageEmbedder class method) (flash.image.instance_segmentation.model.InstanceSegmentation class method) (flash.image.keypoint_detection.model.KeypointDetector class method) (flash.image.segmentation.model.SemanticSegmentation class method) (flash.image.style_transfer.model.StyleTransfer class method) (flash.pointcloud.detection.model.PointCloudObjectDetector class method) (flash.pointcloud.segmentation.model.PointCloudSegmentation class method) (flash.tabular.classification.model.TabularClassifier class method) (flash.tabular.forecasting.model.TabularForecaster class method) (flash.tabular.regression.model.TabularRegressor class method) (flash.text.classification.model.TextClassifier class method) (flash.text.embedding.model.TextEmbedder class method) (flash.text.question_answering.model.QuestionAnsweringTask class method) (flash.text.seq2seq.core.model.Seq2SeqTask class method) (flash.text.seq2seq.summarization.model.SummarizationTask class method) (flash.text.seq2seq.translation.model.TranslationTask class method) (flash.video.classification.model.VideoClassifier class method) available_outputs() (flash.audio.speech_recognition.model.SpeechRecognition class method) (flash.core.model.Task class method) (flash.graph.classification.model.GraphClassifier class method) (flash.graph.embedding.model.GraphEmbedder class method) (flash.image.classification.model.ImageClassifier class method) (flash.image.detection.model.ObjectDetector class method) (flash.image.embedding.model.ImageEmbedder class method) (flash.image.instance_segmentation.model.InstanceSegmentation class method) (flash.image.keypoint_detection.model.KeypointDetector class method) (flash.image.segmentation.model.SemanticSegmentation class method) (flash.image.style_transfer.model.StyleTransfer class method) (flash.pointcloud.detection.model.PointCloudObjectDetector class method) (flash.pointcloud.segmentation.model.PointCloudSegmentation class method) (flash.tabular.classification.model.TabularClassifier class method) (flash.tabular.forecasting.model.TabularForecaster class method) (flash.tabular.regression.model.TabularRegressor class method) (flash.text.classification.model.TextClassifier class method) (flash.text.embedding.model.TextEmbedder class method) (flash.text.question_answering.model.QuestionAnsweringTask class method) (flash.text.seq2seq.core.model.Seq2SeqTask class method) (flash.text.seq2seq.summarization.model.SummarizationTask class method) (flash.text.seq2seq.translation.model.TranslationTask class method) (flash.video.classification.model.VideoClassifier class method) available_training_strategies() (flash.image.embedding.model.ImageEmbedder class method) B backbone (flash.audio.speech_recognition.model.SpeechRecognition parameter), [1] (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.graph.embedding.model.GraphEmbedder parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.image.style_transfer.model.StyleTransfer parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] (flash.text.classification.model.TextClassifier parameter), [1] (flash.text.embedding.model.TextEmbedder parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] backbone_kwargs (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] BaseDataFetcher (class in flash.core.data.callback) BaseVisualization (class in flash.core.data.base_viz) batch (flash.core.data.batch.default_uncollate parameter), [1] (flash.core.data.utilities.collate.default_collate parameter), [1] (flash.core.model.Task.step parameter) batch_idx (flash.core.model.Task.step parameter) batch_size (flash.core.data.data_module.DataModule parameter), [1], [2] BenchmarkConvergenceCI (class in flash.core.model) betas (flash.core.optimizers.LAMB parameter), [1] C cat_dims (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] categorical_fields (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) CheckDependenciesMeta (class in flash.core.model) checkpoint_path (flash.audio.speech_recognition.model.SpeechRecognition.load_from_checkpoint parameter) (flash.graph.classification.model.GraphClassifier.load_from_checkpoint parameter) (flash.image.classification.model.ImageClassifier.load_from_checkpoint parameter) (flash.image.detection.model.ObjectDetector.load_from_checkpoint parameter) (flash.image.embedding.model.ImageEmbedder.load_from_checkpoint parameter) (flash.image.instance_segmentation.model.InstanceSegmentation.load_from_checkpoint parameter) (flash.image.keypoint_detection.model.KeypointDetector.load_from_checkpoint parameter) (flash.image.segmentation.model.SemanticSegmentation.load_from_checkpoint parameter) (flash.image.style_transfer.model.StyleTransfer.load_from_checkpoint parameter) (flash.pointcloud.detection.model.PointCloudObjectDetector.load_from_checkpoint parameter) (flash.pointcloud.segmentation.model.PointCloudSegmentation.load_from_checkpoint parameter) (flash.tabular.classification.model.TabularClassifier.load_from_checkpoint parameter) (flash.tabular.forecasting.model.TabularForecaster.load_from_checkpoint parameter) (flash.tabular.regression.model.TabularRegressor.load_from_checkpoint parameter) (flash.text.classification.model.TextClassifier.load_from_checkpoint parameter) (flash.text.embedding.model.TextEmbedder.load_from_checkpoint parameter) (flash.text.question_answering.model.QuestionAnsweringTask.load_from_checkpoint parameter) (flash.text.seq2seq.core.model.Seq2SeqTask.load_from_checkpoint parameter) (flash.text.seq2seq.summarization.model.SummarizationTask.load_from_checkpoint parameter) (flash.text.seq2seq.translation.model.TranslationTask.load_from_checkpoint parameter) (flash.video.classification.model.VideoClassifier.load_from_checkpoint parameter) ClassesOutput (class in flash.core.classification) ClassificationInputMixin (class in flash.core.data.io.classification_input) ClassificationOutput (class in flash.core.classification) ClassificationTask (class in flash.core.classification) clip_duration (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) clip_sampler (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) clip_sampler_kwargs (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) closure (flash.core.optimizers.LAMB.step parameter) (flash.core.optimizers.LARS.step parameter) collate (flash.core.data.utilities.collate.wrap_collate parameter), [1] collate() (flash.core.data.io.input_transform.InputTransform method) CommaDelimitedMultiLabelTargetFormatter (class in flash.core.data.utilities.classification) Composition (class in flash.core.serve.composition) ConcatRegistry (class in flash.core.registry) configure_data_fetcher() (flash.core.data.data_module.DataModule static method) configure_optimizers() (flash.core.model.Task method) content_layer (flash.image.style_transfer.model.StyleTransfer parameter), [1] content_weight (flash.image.style_transfer.model.StyleTransfer parameter), [1] context_column_name (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) ControlFlow (class in flash.core.data.callback) convert_predictions() (in module flash.core.integrations.pytorch_forecasting.transforms) convert_to_modules() (in module flash.core.data.utils) D dampening (flash.core.optimizers.LARS parameter), [1] data_fetcher (flash.core.data.data_module.DataModule parameter), [1], [2] (flash.core.data.data_module.DataModule property) data_folder (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) data_module_kwargs (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_folders parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_files parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_folders parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_files parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.style_transfer.data.StyleTransferData.from_files parameter) (flash.image.style_transfer.data.StyleTransferData.from_folders parameter) (flash.image.style_transfer.data.StyleTransferData.from_numpy parameter) (flash.image.style_transfer.data.StyleTransferData.from_tensors parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) data_parameters (flash.tabular.classification.model.TabularClassifier property) (flash.tabular.regression.model.TabularRegressor property) DataKeys (class in flash.core.data.io.input) dataloaders (flash.core.trainer.Trainer.predict parameter) DataModule (class in flash.core.data.data_module) datamodule (flash.core.trainer.Trainer.finetune parameter) (flash.core.trainer.Trainer.fit parameter) dataset (flash.core.data.splits.SplitDataset parameter), [1] DatasetProcessor (class in flash.core.model) decode_audio (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) decoder (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) default_collate() (in module flash.core.data.utilities.collate) default_uncollate() (in module flash.core.data.batch) doc_stride (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] download_data() (in module flash.core.data.utils) download_path (flash.core.serve.core.Servable parameter), [1] E embedding_sizes (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.data.TabularData property) (flash.tabular.regression.model.TabularRegressor parameter), [1] enable() (flash.core.data.callback.BaseDataFetcher method) enable_ort (flash.text.classification.model.TextClassifier parameter), [1] (flash.text.embedding.model.TextEmbedder parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] encoding (flash.core.data.utilities.loading.load_data_frame parameter), [1] Endpoint (class in flash.core.serve.core) eps (flash.core.optimizers.LAMB parameter), [1] (flash.core.optimizers.LARS parameter), [1] estimated_stepping_batches (flash.core.trainer.Trainer property) exclude_from_layer_adaptation (flash.core.optimizers.LAMB parameter), [1] export_json (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) expose() (in module flash.core.serve.decorators) ExternalRegistry (class in flash.core.registry) F field (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) FiftyOneDetectionLabelsOutput (class in flash.image.detection.output) FiftyOneLabelsOutput (class in flash.core.classification) FiftyOneParser (class in flash.image.detection.input) FiftyOneSegmentationLabelsOutput (class in flash.image.segmentation.output) file_path (flash.core.data.utilities.loading.load_audio parameter), [1] (flash.core.data.utilities.loading.load_data_frame parameter), [1] (flash.core.data.utilities.loading.load_image parameter), [1] (flash.core.data.utilities.loading.load_spectrogram parameter), [1] filepaths (flash.core.integrations.fiftyone.utils.visualize parameter), [1] finetune() (flash.core.trainer.Trainer method) FineTuningHooks (class in flash.core.hooks) fit() (flash.core.trainer.Trainer method) FlashBaseFinetuning (class in flash.core.finetuning) FlashCallback (class in flash.core.data.callback) FlashRegistry (class in flash.core.registry) format_target() (flash.core.data.io.classification_input.ClassificationInputMixin method) forward() (flash.pointcloud.detection.model.PointCloudObjectDetector method) (flash.pointcloud.segmentation.model.PointCloudSegmentation method) (flash.text.embedding.model.TextEmbedder method) Freeze (class in flash.core.finetuning) FreezeUnfreeze (class in flash.core.finetuning) from_argparse_args() (flash.core.trainer.Trainer class method) (in module flash.core.trainer) from_coco() (flash.image.detection.data.ObjectDetectionData class method) (flash.image.instance_segmentation.data.InstanceSegmentationData class method) (flash.image.keypoint_detection.data.KeypointDetectionData class method) from_csv() (flash.audio.classification.data.AudioClassificationData class method) (flash.audio.speech_recognition.data.SpeechRecognitionData class method) (flash.image.classification.data.ImageClassificationData class method) (flash.tabular.classification.data.TabularClassificationData class method) (flash.tabular.regression.data.TabularRegressionData class method) (flash.text.classification.data.TextClassificationData class method) (flash.text.question_answering.data.QuestionAnsweringData class method) (flash.text.seq2seq.summarization.data.SummarizationData class method) (flash.text.seq2seq.translation.data.TranslationData class method) (flash.video.classification.data.VideoClassificationData class method) from_data_frame() (flash.audio.classification.data.AudioClassificationData class method) (flash.image.classification.data.ImageClassificationData class method) (flash.tabular.classification.data.TabularClassificationData class method) (flash.tabular.forecasting.data.TabularForecastingData class method) (flash.tabular.regression.data.TabularRegressionData class method) (flash.text.classification.data.TextClassificationData class method) (flash.video.classification.data.VideoClassificationData class method) from_datasets() (flash.audio.speech_recognition.data.SpeechRecognitionData class method) (flash.graph.classification.data.GraphClassificationData class method) (flash.image.classification.data.ImageClassificationData class method) from_dicts() (flash.tabular.classification.data.TabularClassificationData class method) (flash.tabular.regression.data.TabularRegressionData class method) (flash.text.question_answering.data.QuestionAnsweringData class method) from_fiftyone() (flash.image.classification.data.ImageClassificationData class method) (flash.image.detection.data.ObjectDetectionData class method) (flash.image.segmentation.data.SemanticSegmentationData class method) (flash.video.classification.data.VideoClassificationData class method) from_files() (flash.audio.classification.data.AudioClassificationData class method) (flash.audio.speech_recognition.data.SpeechRecognitionData class method) (flash.image.classification.data.ImageClassificationData class method) (flash.image.detection.data.ObjectDetectionData class method) (flash.image.instance_segmentation.data.InstanceSegmentationData class method) (flash.image.keypoint_detection.data.KeypointDetectionData class method) (flash.image.segmentation.data.SemanticSegmentationData class method) (flash.image.style_transfer.data.StyleTransferData class method) (flash.video.classification.data.VideoClassificationData class method) from_folders() (flash.audio.classification.data.AudioClassificationData class method) (flash.image.classification.data.ImageClassificationData class method) (flash.image.detection.data.ObjectDetectionData class method) (flash.image.instance_segmentation.data.InstanceSegmentationData class method) (flash.image.keypoint_detection.data.KeypointDetectionData class method) (flash.image.segmentation.data.SemanticSegmentationData class method) (flash.image.style_transfer.data.StyleTransferData class method) (flash.video.classification.data.VideoClassificationData class method) from_hf_datasets() (flash.text.classification.data.TextClassificationData class method) (flash.text.seq2seq.summarization.data.SummarizationData class method) (flash.text.seq2seq.translation.data.TranslationData class method) from_images() (flash.image.classification.data.ImageClassificationData class method) (flash.image.detection.data.ObjectDetectionData class method) from_json() (flash.audio.speech_recognition.data.SpeechRecognitionData class method) (flash.text.classification.data.TextClassificationData class method) (flash.text.question_answering.data.QuestionAnsweringData class method) (flash.text.seq2seq.summarization.data.SummarizationData class method) (flash.text.seq2seq.translation.data.TranslationData class method) from_labelstudio() (flash.image.classification.data.ImageClassificationData class method) (flash.text.classification.data.TextClassificationData class method) (flash.video.classification.data.VideoClassificationData class method) from_lists() (flash.tabular.classification.data.TabularClassificationData class method) (flash.tabular.regression.data.TabularRegressionData class method) (flash.text.classification.data.TextClassificationData class method) (flash.text.seq2seq.summarization.data.SummarizationData class method) (flash.text.seq2seq.translation.data.TranslationData class method) from_numpy() (flash.audio.classification.data.AudioClassificationData class method) (flash.image.classification.data.ImageClassificationData class method) (flash.image.detection.data.ObjectDetectionData class method) (flash.image.segmentation.data.SemanticSegmentationData class method) (flash.image.style_transfer.data.StyleTransferData class method) from_parquet() (flash.text.classification.data.TextClassificationData class method) from_squad_v2() (flash.text.question_answering.data.QuestionAnsweringData class method) from_task() (flash.core.adapter.Adapter class method) (flash.core.data.io.output.Output class method) from_tensors() (flash.audio.classification.data.AudioClassificationData class method) (flash.image.classification.data.ImageClassificationData class method) (flash.image.detection.data.ObjectDetectionData class method) (flash.image.segmentation.data.SemanticSegmentationData class method) (flash.image.style_transfer.data.StyleTransferData class method) (flash.video.classification.data.VideoClassificationData class method) from_via() (flash.image.detection.data.ObjectDetectionData class method) from_voc() (flash.image.detection.data.ObjectDetectionData class method) (flash.image.instance_segmentation.data.InstanceSegmentationData class method) FuncModule (class in flash.core.data.utils) G get() (flash.core.registry.ExternalRegistry method) (flash.core.registry.FlashRegistry method) get_callable_dict() (in module flash.core.utilities.apply_func) get_callable_name() (in module flash.core.utilities.apply_func) get_lr() (flash.core.optimizers.LinearWarmupCosineAnnealingLR method) get_num_training_steps() (flash.core.model.Task method) get_target_formatter (class in flash.core.data.utilities.classification) getter (flash.core.registry.ExternalRegistry parameter), [1] GraphClassificationData (class in flash.graph.classification.data) GraphClassificationDatasetInput (class in flash.graph.classification.input) GraphClassificationInputTransform (class in flash.graph.classification.input_transform) GraphClassifier (class in flash.graph.classification.model) GraphEmbedder (class in flash.graph.embedding.model) group_ids (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) H head (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] head_kwargs (flash.image.segmentation.model.SemanticSegmentation parameter), [1] host (flash.core.model.Task.serve parameter) hparams_file (flash.audio.speech_recognition.model.SpeechRecognition.load_from_checkpoint parameter) (flash.graph.classification.model.GraphClassifier.load_from_checkpoint parameter) (flash.image.classification.model.ImageClassifier.load_from_checkpoint parameter) (flash.image.detection.model.ObjectDetector.load_from_checkpoint parameter) (flash.image.embedding.model.ImageEmbedder.load_from_checkpoint parameter) (flash.image.instance_segmentation.model.InstanceSegmentation.load_from_checkpoint parameter) (flash.image.keypoint_detection.model.KeypointDetector.load_from_checkpoint parameter) (flash.image.segmentation.model.SemanticSegmentation.load_from_checkpoint parameter) (flash.image.style_transfer.model.StyleTransfer.load_from_checkpoint parameter) (flash.pointcloud.detection.model.PointCloudObjectDetector.load_from_checkpoint parameter) (flash.pointcloud.segmentation.model.PointCloudSegmentation.load_from_checkpoint parameter) (flash.tabular.classification.model.TabularClassifier.load_from_checkpoint parameter) (flash.tabular.forecasting.model.TabularForecaster.load_from_checkpoint parameter) (flash.tabular.regression.model.TabularRegressor.load_from_checkpoint parameter) (flash.text.classification.model.TextClassifier.load_from_checkpoint parameter) (flash.text.embedding.model.TextEmbedder.load_from_checkpoint parameter) (flash.text.question_answering.model.QuestionAnsweringTask.load_from_checkpoint parameter) (flash.text.seq2seq.core.model.Seq2SeqTask.load_from_checkpoint parameter) (flash.text.seq2seq.summarization.model.SummarizationTask.load_from_checkpoint parameter) (flash.text.seq2seq.translation.model.TranslationTask.load_from_checkpoint parameter) (flash.video.classification.model.VideoClassifier.load_from_checkpoint parameter) I IceVisionTransformAdapter (class in flash.core.integrations.icevision.transforms) ImageClassificationData (class in flash.image.classification.data) ImageClassificationFiftyOneInput (class in flash.image.classification.data) ImageClassificationInputTransform (class in flash.image.classification.input_transform) ImageClassifier (class in flash.image.classification.model) ImageDeserializer (class in flash.image.data) ImageEmbedder (class in flash.image.embedding.model) ImageNumpyInput (class in flash.image.data) ImageTensorInput (class in flash.image.data) indices (flash.core.data.splits.SplitDataset parameter), [1] Input (class in flash.core.data.io.input) input_cls (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.core.model.Task.serve parameter) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_files parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_folders parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_files parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.style_transfer.data.StyleTransferData.from_files parameter) (flash.image.style_transfer.data.StyleTransferData.from_folders parameter) (flash.image.style_transfer.data.StyleTransferData.from_numpy parameter) (flash.image.style_transfer.data.StyleTransferData.from_tensors parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) input_field (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) input_kwargs (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) input_transform (flash.core.data.data_module.DataModule property) input_transform_cls (flash.audio.classification.data.AudioClassificationData attribute) (flash.audio.speech_recognition.data.SpeechRecognitionData attribute) (flash.core.data.data_module.DataModule attribute) (flash.image.classification.data.ImageClassificationData attribute) (flash.image.detection.data.ObjectDetectionData attribute) (flash.image.instance_segmentation.data.InstanceSegmentationData attribute) (flash.image.segmentation.data.SemanticSegmentationData attribute) (flash.image.style_transfer.data.StyleTransferData attribute) (flash.pointcloud.detection.data.PointCloudObjectDetectorData attribute) (flash.pointcloud.segmentation.data.PointCloudSegmentationData attribute) (flash.tabular.data.TabularData attribute) (flash.tabular.forecasting.data.TabularForecastingData attribute) (flash.text.classification.data.TextClassificationData attribute) (flash.text.question_answering.data.QuestionAnsweringData attribute) (flash.text.seq2seq.summarization.data.SummarizationData attribute) (flash.text.seq2seq.translation.data.TranslationData attribute) (flash.video.classification.data.VideoClassificationData attribute) InputFormat (class in flash.core.data.io.input) inputs (flash.core.serve.core.Endpoint parameter), [1] (flash.core.serve.decorators.expose parameter), [1] InputTransform (class in flash.core.data.io.input_transform) InstanceSegmentation (class in flash.image.instance_segmentation.model) InstanceSegmentationData (class in flash.image.instance_segmentation.data) iscrowd (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) K key (flash.core.registry.FlashRegistry.get parameter) KeypointDetectionData (class in flash.image.keypoint_detection.data) KeypointDetector (class in flash.image.keypoint_detection.model) keys (flash.core.data.transforms.ApplyToKeys parameter), [1] kwargs (flash.core.adapter.AdapterTask parameter), [1] (flash.core.serve.composition.Composition parameter), [1] (flash.core.trainer.Trainer.predict parameter) (flash.image.detection.model.ObjectDetector parameter), [1] L label_field (flash.core.integrations.fiftyone.utils.visualize parameter), [1] (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) labels (flash.core.classification.FiftyOneLabelsOutput parameter), [1] (flash.core.classification.LabelsOutput parameter), [1] (flash.core.data.data_module.DataModule property) (flash.core.data.utilities.classification.get_target_formatter parameter), [1] (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.detection.output.FiftyOneDetectionLabelsOutput parameter), [1] (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) labels_map (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.segmentation.output.FiftyOneSegmentationLabelsOutput parameter), [1] (flash.image.segmentation.output.SegmentationLabelsOutput parameter), [1] labels_to_image() (flash.image.segmentation.output.SegmentationLabelsOutput static method) LabelsOutput (class in flash.core.classification) LAMB (class in flash.core.optimizers) lambda_loss_bbox (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] lambda_loss_cls (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] lambda_loss_dir (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] LARS (class in flash.core.optimizers) layer (flash.core.model.Task.as_embedder parameter) learning_rate (flash.audio.speech_recognition.model.SpeechRecognition parameter), [1] (flash.core.model.Task parameter), [1], [2] (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.image.style_transfer.model.StyleTransfer parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] (flash.text.classification.model.TextClassifier parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] LinearWarmupCosineAnnealingLR (class in flash.core.optimizers) load_audio() (in module flash.core.data.utilities.loading) load_data() (flash.text.classification.input.TextClassificationInput method) load_data_frame() (in module flash.core.data.utilities.loading) load_from_checkpoint() (flash.audio.speech_recognition.model.SpeechRecognition class method) (flash.graph.classification.model.GraphClassifier class method) (flash.image.classification.model.ImageClassifier class method) (flash.image.detection.model.ObjectDetector class method) (flash.image.embedding.model.ImageEmbedder class method) (flash.image.instance_segmentation.model.InstanceSegmentation class method) (flash.image.keypoint_detection.model.KeypointDetector class method) (flash.image.segmentation.model.SemanticSegmentation class method) (flash.image.style_transfer.model.StyleTransfer class method) (flash.pointcloud.detection.model.PointCloudObjectDetector class method) (flash.pointcloud.segmentation.model.PointCloudSegmentation class method) (flash.tabular.classification.model.TabularClassifier class method) (flash.tabular.forecasting.model.TabularForecaster class method) (flash.tabular.regression.model.TabularRegressor class method) (flash.text.classification.model.TextClassifier class method) (flash.text.embedding.model.TextEmbedder class method) (flash.text.question_answering.model.QuestionAnsweringTask class method) (flash.text.seq2seq.core.model.Seq2SeqTask class method) (flash.text.seq2seq.summarization.model.SummarizationTask class method) (flash.text.seq2seq.translation.model.TranslationTask class method) (flash.video.classification.model.VideoClassifier class method) load_image() (in module flash.core.data.utilities.loading) load_spectrogram() (in module flash.core.data.utilities.loading) load_target_metadata() (flash.core.data.io.classification_input.ClassificationInputMixin method) LogitsOutput (class in flash.core.classification) loss_fn (flash.core.model.Task parameter), [1], [2] (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] lr (flash.core.optimizers.LAMB parameter), [1] (flash.core.optimizers.LARS parameter), [1] lr_scheduler (flash.audio.speech_recognition.model.SpeechRecognition parameter), [1] (flash.core.model.Task parameter), [1], [2] (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.image.style_transfer.model.StyleTransfer parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] (flash.text.classification.model.TextClassifier parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] M map_location (flash.audio.speech_recognition.model.SpeechRecognition.load_from_checkpoint parameter) (flash.graph.classification.model.GraphClassifier.load_from_checkpoint parameter) (flash.image.classification.model.ImageClassifier.load_from_checkpoint parameter) (flash.image.detection.model.ObjectDetector.load_from_checkpoint parameter) (flash.image.embedding.model.ImageEmbedder.load_from_checkpoint parameter) (flash.image.instance_segmentation.model.InstanceSegmentation.load_from_checkpoint parameter) (flash.image.keypoint_detection.model.KeypointDetector.load_from_checkpoint parameter) (flash.image.segmentation.model.SemanticSegmentation.load_from_checkpoint parameter) (flash.image.style_transfer.model.StyleTransfer.load_from_checkpoint parameter) (flash.pointcloud.detection.model.PointCloudObjectDetector.load_from_checkpoint parameter) (flash.pointcloud.segmentation.model.PointCloudSegmentation.load_from_checkpoint parameter) (flash.tabular.classification.model.TabularClassifier.load_from_checkpoint parameter) (flash.tabular.forecasting.model.TabularForecaster.load_from_checkpoint parameter) (flash.tabular.regression.model.TabularRegressor.load_from_checkpoint parameter) (flash.text.classification.model.TextClassifier.load_from_checkpoint parameter) (flash.text.embedding.model.TextEmbedder.load_from_checkpoint parameter) (flash.text.question_answering.model.QuestionAnsweringTask.load_from_checkpoint parameter) (flash.text.seq2seq.core.model.Seq2SeqTask.load_from_checkpoint parameter) (flash.text.seq2seq.summarization.model.SummarizationTask.load_from_checkpoint parameter) (flash.text.seq2seq.translation.model.TranslationTask.load_from_checkpoint parameter) (flash.video.classification.model.VideoClassifier.load_from_checkpoint parameter) MatplotlibVisualization (class in flash.image.classification.data) max_answer_length (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] max_length (flash.text.classification.model.TextClassifier parameter), [1] max_source_length (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] max_target_length (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] metadata (flash.core.registry.FlashRegistry.get parameter) metrics (flash.core.model.Task parameter), [1], [2] (flash.core.model.Task.step parameter) (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] (flash.text.classification.model.TextClassifier parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] model (flash.core.model.Task parameter), [1], [2] (flash.core.trainer.Trainer.finetune parameter) (flash.core.trainer.Trainer.fit parameter) (flash.core.trainer.Trainer.predict parameter) (flash.image.style_transfer.model.StyleTransfer parameter), [1] ModelComponent (in module flash.core.serve.component) modules_to_freeze() (flash.core.hooks.FineTuningHooks method) (flash.core.model.Task method) (flash.pointcloud.segmentation.model.PointCloudSegmentation method) (flash.text.question_answering.model.QuestionAnsweringTask method) (flash.text.seq2seq.core.model.Seq2SeqTask method) (flash.video.classification.model.VideoClassifier method) ModuleWrapperBase (class in flash.core.model) momentum (flash.core.optimizers.LARS parameter), [1] multi_label (flash.core.classification.ClassesOutput parameter), [1] (flash.core.classification.ClassificationOutput parameter), [1] (flash.core.classification.FiftyOneLabelsOutput parameter), [1] (flash.core.classification.LabelsOutput parameter), [1] (flash.core.data.data_module.DataModule property) (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.text.classification.model.TextClassifier parameter), [1] (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) MultiBinaryTargetFormatter (class in flash.core.data.utilities.classification) MultiLabelTargetFormatter (class in flash.core.data.utilities.classification) MultiNumericTargetFormatter (class in flash.core.data.utilities.classification) MultiSoftTargetFormatter (class in flash.core.data.utilities.classification) N n_best_size (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] n_fft (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.core.data.utilities.loading.load_spectrogram parameter), [1] n_gram (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] nesterov (flash.core.optimizers.LARS parameter), [1] NoFreeze (class in flash.core.finetuning) null_score_diff_threshold (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] num_beams (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] num_classes (flash.core.data.data_module.DataModule property) (flash.core.data.utilities.classification.get_target_formatter parameter), [1] (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.text.classification.model.TextClassifier parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] num_features (flash.graph.classification.data.GraphClassificationData property) (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] num_keypoints (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] num_workers (flash.core.data.data_module.DataModule parameter), [1], [2] numerical_fields (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) O ObjectDetectionData (class in flash.image.detection.data) ObjectDetectionFiftyOneInput (class in flash.image.detection.input) ObjectDetector (class in flash.image.detection.model) on_collate() (flash.core.data.callback.FlashCallback method) on_per_batch_transform() (flash.core.data.callback.FlashCallback method) on_per_batch_transform_on_device() (flash.core.data.callback.FlashCallback method) on_per_sample_transform() (flash.core.data.callback.FlashCallback method) on_per_sample_transform_on_device() (flash.core.data.callback.FlashCallback method) optimizer (flash.audio.speech_recognition.model.SpeechRecognition parameter), [1] (flash.core.model.Task parameter), [1], [2] (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.image.style_transfer.model.StyleTransfer parameter), [1] (flash.pointcloud.detection.model.PointCloudObjectDetector parameter), [1] (flash.pointcloud.segmentation.model.PointCloudSegmentation parameter), [1] (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.regression.model.TabularRegressor parameter), [1] (flash.text.classification.model.TextClassifier parameter), [1] (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] Output (class in flash.core.data.io.output) output (flash.core.trainer.Trainer.predict parameter) (flash.image.segmentation.model.SemanticSegmentation parameter), [1] output_transform (flash.core.model.Task parameter), [1], [2] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] output_transform_cls (flash.tabular.data.TabularData attribute) outputs (flash.core.serve.core.Endpoint parameter), [1] (flash.core.serve.decorators.expose parameter), [1] OutputTransform (class in flash.core.data.io.output_transform) P padding (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.core.model.Seq2SeqTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] parameters (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.classification.model.TabularClassifier parameter), [1] (flash.tabular.data.TabularData property) (flash.tabular.forecasting.data.TabularForecastingData property) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) (flash.tabular.regression.model.TabularRegressor parameter), [1] params (flash.core.optimizers.LAMB parameter), [1] (flash.core.optimizers.LARS parameter), [1] per_batch_transform() (flash.core.data.io.input_transform.InputTransform method) (flash.core.data.io.output_transform.OutputTransform static method) per_batch_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) per_sample_transform() (flash.core.data.io.input_transform.InputTransform method) (flash.core.data.io.output_transform.OutputTransform static method) per_sample_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) PointCloudObjectDetector (class in flash.pointcloud.detection.model) PointCloudObjectDetectorData (class in flash.pointcloud.detection.data) PointCloudObjectDetectorDatasetInput (class in flash.pointcloud.detection.input) PointCloudObjectDetectorFoldersInput (class in flash.pointcloud.detection.open3d_ml.input) PointCloudSegmentation (class in flash.pointcloud.segmentation.model) PointCloudSegmentationData (class in flash.pointcloud.segmentation.data) PointCloudSegmentationDatasetInput (class in flash.pointcloud.segmentation.input) PointCloudSegmentationFoldersInput (class in flash.pointcloud.segmentation.input) pooling_fn (flash.graph.classification.model.GraphClassifier parameter), [1] (flash.graph.embedding.model.GraphEmbedder parameter), [1] port (flash.core.model.Task.serve parameter) predict() (flash.core.trainer.Trainer method) predict_collate() (flash.core.data.io.input_transform.InputTransform method) predict_data (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.style_transfer.data.StyleTransferData.from_numpy parameter) (flash.image.style_transfer.data.StyleTransferData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) predict_data_folder (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) predict_data_frame (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) predict_dataset (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.core.data.data_module.DataModule property) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) predict_dict (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) predict_export_json (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) predict_file (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) predict_files (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_files parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.style_transfer.data.StyleTransferData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) predict_folder (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_folders parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_folders parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.style_transfer.data.StyleTransferData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) predict_hf_dataset (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) predict_images (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) predict_images_root (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) predict_input (flash.core.data.data_module.DataModule parameter), [1], [2] predict_input_cls (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) predict_kwargs (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.detection.model.ObjectDetector property) (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation property) (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector property) predict_list (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) predict_per_batch_transform() (flash.core.data.io.input_transform.InputTransform method) predict_per_batch_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) predict_per_sample_transform() (flash.core.data.io.input_transform.InputTransform method) predict_per_sample_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) predict_resolver (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) predict_transform (flash.image.detection.data.ObjectDetectionData.from_folders parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_files parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_folders parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_files parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_folders parameter) predict_videos_root (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) predictions (flash.core.integrations.fiftyone.utils.visualize parameter), [1] PredsClassificationOutput (class in flash.core.classification) prepare_target() (in module flash.image.segmentation.input_transform) pretrained (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.detection.model.ObjectDetector parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] (flash.image.instance_segmentation.model.InstanceSegmentation parameter), [1] (flash.image.keypoint_detection.model.KeypointDetector parameter), [1] (flash.image.segmentation.model.SemanticSegmentation parameter), [1] (flash.video.classification.model.VideoClassifier parameter), [1] pretraining_transform (flash.image.embedding.model.ImageEmbedder parameter), [1] pretraining_transform_kwargs (flash.image.embedding.model.ImageEmbedder parameter), [1] ProbabilitiesOutput (class in flash.core.classification) Properties (class in flash.core.data.properties) providers (flash.core.registry.ExternalRegistry parameter), [1] pytorch_forecasting_model (flash.tabular.forecasting.model.TabularForecaster property) Q question_column_name (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) QuestionAnsweringCSVInput (class in flash.text.question_answering.input) QuestionAnsweringData (class in flash.text.question_answering.data) QuestionAnsweringDictionaryInput (class in flash.text.question_answering.input) QuestionAnsweringInputBase (class in flash.text.question_answering.input) QuestionAnsweringJSONInput (class in flash.text.question_answering.input) QuestionAnsweringOutputTransform (class in flash.text.question_answering.output_transform) QuestionAnsweringSQuADInput (class in flash.text.question_answering.input) QuestionAnsweringTask (class in flash.text.question_answering.model) R raise_not_supported() (in module flash.image.style_transfer.utils) return_filepath (flash.core.classification.FiftyOneLabelsOutput parameter), [1] (flash.image.detection.output.FiftyOneDetectionLabelsOutput parameter), [1] (flash.image.segmentation.output.FiftyOneSegmentationLabelsOutput parameter), [1] route (flash.core.serve.core.Endpoint parameter), [1] S sample (flash.core.data.io.output.Output.transform parameter) sampler (flash.core.data.data_module.DataModule parameter), [1], [2] sampling_rate (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.core.data.utilities.loading.load_audio parameter), [1] (flash.core.data.utilities.loading.load_spectrogram parameter), [1] sanity_check (flash.core.model.Task.serve parameter) SegmentationLabelsOutput (class in flash.image.segmentation.output) SegmentationMatplotlibVisualization (class in flash.image.segmentation.data) SemanticSegmentation (class in flash.image.segmentation.model) SemanticSegmentationData (class in flash.image.segmentation.data) SemanticSegmentationFiftyOneInput (class in flash.image.segmentation.input) SemanticSegmentationFilesInput (class in flash.image.segmentation.input) SemanticSegmentationFolderInput (class in flash.image.segmentation.input) SemanticSegmentationInput (class in flash.image.segmentation.input) SemanticSegmentationInputTransform (class in flash.image.segmentation.input_transform) SemanticSegmentationNumpyInput (class in flash.image.segmentation.input) SemanticSegmentationOutputTransform (class in flash.image.segmentation.model) SemanticSegmentationTensorInput (class in flash.image.segmentation.input) Seq2SeqCSVInput (class in flash.text.seq2seq.core.input) Seq2SeqInputBase (class in flash.text.seq2seq.core.input) Seq2SeqJSONInput (class in flash.text.seq2seq.core.input) Seq2SeqListInput (class in flash.text.seq2seq.core.input) Seq2SeqTask (class in flash.text.seq2seq.core.model) Servable (class in flash.core.serve.core) serve() (flash.core.model.Task method) serve_collate() (flash.core.data.io.input_transform.InputTransform method) serve_per_batch_transform() (flash.core.data.io.input_transform.InputTransform method) serve_per_batch_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) serve_per_sample_transform() (flash.core.data.io.input_transform.InputTransform method) serve_per_sample_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) set_block_viz_window() (flash.audio.classification.data.AudioClassificationData method) (flash.image.classification.data.ImageClassificationData method) (flash.image.segmentation.data.SemanticSegmentationData method) show() (flash.core.data.base_viz.BaseVisualization method) show_collate() (flash.core.data.base_viz.BaseVisualization method) show_load_sample() (flash.core.data.base_viz.BaseVisualization method) show_per_batch_transform() (flash.core.data.base_viz.BaseVisualization method) show_per_batch_transform_on_device() (flash.core.data.base_viz.BaseVisualization method) show_per_sample_transform() (flash.core.data.base_viz.BaseVisualization method) show_per_sample_transform_on_device() (flash.core.data.base_viz.BaseVisualization method) show_predict_batch() (flash.core.data.data_module.DataModule method) show_test_batch() (flash.core.data.data_module.DataModule method) show_train_batch() (flash.core.data.data_module.DataModule method) show_val_batch() (flash.core.data.data_module.DataModule method) SingleBinaryTargetFormatter (class in flash.core.data.utilities.classification) SingleLabelTargetFormatter (class in flash.core.data.utilities.classification) SingleNumericTargetFormatter (class in flash.core.data.utilities.classification) smooth (flash.text.seq2seq.translation.model.TranslationTask parameter), [1] SpaceDelimitedTargetFormatter (class in flash.core.data.utilities.classification) SpeechRecognition (class in flash.audio.speech_recognition.model) SpeechRecognitionCSVInput (class in flash.audio.speech_recognition.input) SpeechRecognitionData (class in flash.audio.speech_recognition.data) SpeechRecognitionDatasetInput (class in flash.audio.speech_recognition.input) SpeechRecognitionDeserializer (class in flash.audio.speech_recognition.input) SpeechRecognitionInputBase (class in flash.audio.speech_recognition.input) SpeechRecognitionJSONInput (class in flash.audio.speech_recognition.input) SpeechRecognitionOutputTransform (class in flash.audio.speech_recognition.output_transform) SpeechRecognitionPathsInput (class in flash.audio.speech_recognition.input) SplitDataset (class in flash.core.data.splits) step() (flash.core.model.Task method) (flash.core.optimizers.LAMB method) (flash.core.optimizers.LARS method) store_logits (flash.core.classification.FiftyOneLabelsOutput parameter), [1] strategy (flash.core.trainer.Trainer.finetune parameter) strict (flash.audio.speech_recognition.model.SpeechRecognition.load_from_checkpoint parameter) (flash.core.registry.FlashRegistry.get parameter) (flash.graph.classification.model.GraphClassifier.load_from_checkpoint parameter) (flash.image.classification.model.ImageClassifier.load_from_checkpoint parameter) (flash.image.detection.model.ObjectDetector.load_from_checkpoint parameter) (flash.image.embedding.model.ImageEmbedder.load_from_checkpoint parameter) (flash.image.instance_segmentation.model.InstanceSegmentation.load_from_checkpoint parameter) (flash.image.keypoint_detection.model.KeypointDetector.load_from_checkpoint parameter) (flash.image.segmentation.model.SemanticSegmentation.load_from_checkpoint parameter) (flash.image.style_transfer.model.StyleTransfer.load_from_checkpoint parameter) (flash.pointcloud.detection.model.PointCloudObjectDetector.load_from_checkpoint parameter) (flash.pointcloud.segmentation.model.PointCloudSegmentation.load_from_checkpoint parameter) (flash.tabular.classification.model.TabularClassifier.load_from_checkpoint parameter) (flash.tabular.forecasting.model.TabularForecaster.load_from_checkpoint parameter) (flash.tabular.regression.model.TabularRegressor.load_from_checkpoint parameter) (flash.text.classification.model.TextClassifier.load_from_checkpoint parameter) (flash.text.embedding.model.TextEmbedder.load_from_checkpoint parameter) (flash.text.question_answering.model.QuestionAnsweringTask.load_from_checkpoint parameter) (flash.text.seq2seq.core.model.Seq2SeqTask.load_from_checkpoint parameter) (flash.text.seq2seq.summarization.model.SummarizationTask.load_from_checkpoint parameter) (flash.text.seq2seq.translation.model.TranslationTask.load_from_checkpoint parameter) (flash.video.classification.model.VideoClassifier.load_from_checkpoint parameter) style_image (flash.image.style_transfer.model.StyleTransfer parameter), [1] style_layers (flash.image.style_transfer.model.StyleTransfer parameter), [1] style_weight (flash.image.style_transfer.model.StyleTransfer parameter), [1] StyleTransfer (class in flash.image.style_transfer.model) StyleTransferData (class in flash.image.style_transfer.data) StyleTransferInputTransform (class in flash.image.style_transfer.input_transform) SummarizationData (class in flash.text.seq2seq.summarization.data) SummarizationTask (class in flash.text.seq2seq.summarization.model) T TabularClassificationCSVInput (class in flash.tabular.classification.input) TabularClassificationData (class in flash.tabular.classification.data) TabularClassificationDataFrameInput (class in flash.tabular.classification.input) TabularClassifier (class in flash.tabular.classification.model) TabularData (class in flash.tabular.data) TabularDataFrameInput (class in flash.tabular.input) TabularDeserializer (class in flash.tabular.input) TabularForecaster (class in flash.tabular.forecasting.model) TabularForecastingData (class in flash.tabular.forecasting.data) TabularForecastingDataFrameInput (class in flash.tabular.forecasting.input) TabularRegressionCSVInput (class in flash.tabular.regression.input) TabularRegressionData (class in flash.tabular.regression.data) TabularRegressionDataFrameInput (class in flash.tabular.regression.input) TabularRegressor (class in flash.tabular.regression.model) target (flash.core.data.io.classification_input.ClassificationInputMixin.format_target parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) target_field (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) target_fields (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) target_formatter (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.core.data.io.classification_input.ClassificationInputMixin.load_target_metadata parameter) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) TargetFormatter (class in flash.core.data.utilities.classification) targets (flash.core.data.io.classification_input.ClassificationInputMixin.load_target_metadata parameter) (flash.core.data.utilities.classification.get_target_formatter parameter), [1] Task (class in flash.core.model) task (flash.text.question_answering.model.QuestionAnsweringTask property) (flash.text.seq2seq.core.model.Seq2SeqTask property) test_ann_file (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) test_ann_folder (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) test_bboxes (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) test_collate() (flash.core.data.io.input_transform.InputTransform method) test_data (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) test_data_folder (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) test_data_frame (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) test_dataset (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.core.data.data_module.DataModule property) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) test_dict (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) test_export_json (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) test_file (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) test_files (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) test_folder (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) test_hf_dataset (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) test_images (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) test_images_root (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) test_input (flash.core.data.data_module.DataModule parameter), [1], [2] test_list (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) test_per_batch_transform() (flash.core.data.io.input_transform.InputTransform method) test_per_batch_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) test_per_sample_transform() (flash.core.data.io.input_transform.InputTransform method) test_per_sample_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) test_resolver (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) test_target_folder (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) test_targets (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) test_videos_root (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) TextClassificationCSVInput (class in flash.text.classification.input) TextClassificationData (class in flash.text.classification.data) TextClassificationDataFrameInput (class in flash.text.classification.input) TextClassificationInput (class in flash.text.classification.input) TextClassificationJSONInput (class in flash.text.classification.input) TextClassificationListInput (class in flash.text.classification.input) TextClassificationParquetInput (class in flash.text.classification.input) TextClassifier (class in flash.text.classification.model) TextDeserializer (class in flash.text.input) TextEmbedder (class in flash.text.embedding.model) The data to use when testing. (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) threshold (flash.core.classification.ClassesOutput parameter), [1] (flash.core.classification.FiftyOneLabelsOutput parameter), [1] (flash.core.classification.LabelsOutput parameter), [1] (flash.image.detection.output.FiftyOneDetectionLabelsOutput parameter), [1] time_idx (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) train_ann_file (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) train_ann_folder (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) train_bboxes (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) train_bn (flash.core.trainer.Trainer.finetune parameter) train_collate() (flash.core.data.io.input_transform.InputTransform method) train_data (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.style_transfer.data.StyleTransferData.from_numpy parameter) (flash.image.style_transfer.data.StyleTransferData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter), [1] train_data_folder (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) train_data_frame (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) train_dataloader (flash.core.trainer.Trainer.finetune parameter) (flash.core.trainer.Trainer.fit parameter) train_dataset (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.core.data.data_module.DataModule property) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) train_dict (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) train_export_json (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) train_file (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) train_files (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.style_transfer.data.StyleTransferData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) train_folder (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.style_transfer.data.StyleTransferData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) train_hf_dataset (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) train_images (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) train_images_root (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) train_input (flash.core.data.data_module.DataModule parameter), [1], [2] train_list (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) train_per_batch_transform() (flash.core.data.io.input_transform.InputTransform method) train_per_batch_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) train_per_sample_transform() (flash.core.data.io.input_transform.InputTransform method) train_per_sample_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) train_resolver (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) train_target_folder (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) train_targets (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter), [1] train_videos_root (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) Trainer (class in flash.core.trainer) training_strategy (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] training_strategy_kwargs (flash.image.classification.model.ImageClassifier parameter), [1] (flash.image.embedding.model.ImageEmbedder parameter), [1] transform (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.core.data.data_module.DataModule parameter), [1], [2] (flash.core.integrations.icevision.transforms.IceVisionTransformAdapter parameter), [1] (flash.core.model.Task.serve parameter) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.style_transfer.data.StyleTransferData.from_files parameter), [1] (flash.image.style_transfer.data.StyleTransferData.from_folders parameter), [1] (flash.image.style_transfer.data.StyleTransferData.from_numpy parameter), [1] (flash.image.style_transfer.data.StyleTransferData.from_tensors parameter), [1] (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) transform() (flash.core.data.io.output.Output static method) transform_kwargs (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.core.data.data_module.DataModule parameter), [1], [2] (flash.core.model.Task.serve parameter) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_files parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_folders parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_files parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.image.style_transfer.data.StyleTransferData.from_files parameter) (flash.image.style_transfer.data.StyleTransferData.from_folders parameter) (flash.image.style_transfer.data.StyleTransferData.from_numpy parameter) (flash.image.style_transfer.data.StyleTransferData.from_tensors parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) TranslationData (class in flash.text.seq2seq.translation.data) TranslationTask (class in flash.text.seq2seq.translation.model) trust_coefficient (flash.core.optimizers.LARS parameter), [1] U uncollate() (flash.core.data.io.output_transform.OutputTransform static method) UnfreezeMilestones (class in flash.core.finetuning) use_duplicated_indices (flash.core.data.splits.SplitDataset parameter), [1] use_stemmer (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] (flash.text.seq2seq.summarization.model.SummarizationTask parameter), [1] V val_ann_file (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) val_ann_folder (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) val_bboxes (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) val_collate() (flash.core.data.io.input_transform.InputTransform method) val_data (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_dicts parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) val_data_folder (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) val_data_frame (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.tabular.classification.data.TabularClassificationData.from_data_frame parameter) (flash.tabular.forecasting.data.TabularForecastingData.from_data_frame parameter) (flash.tabular.regression.data.TabularRegressionData.from_data_frame parameter) (flash.text.classification.data.TextClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) val_dataloaders (flash.core.trainer.Trainer.finetune parameter) (flash.core.trainer.Trainer.fit parameter) val_dataset (flash.audio.speech_recognition.data.SpeechRecognitionData.from_datasets parameter) (flash.core.data.data_module.DataModule property) (flash.graph.classification.data.GraphClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_datasets parameter) (flash.image.classification.data.ImageClassificationData.from_fiftyone parameter) (flash.image.detection.data.ObjectDetectionData.from_fiftyone parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) val_dict (flash.tabular.classification.data.TabularClassificationData.from_dicts parameter) (flash.tabular.regression.data.TabularRegressionData.from_dicts parameter) val_export_json (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) val_file (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_csv parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_json parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.tabular.classification.data.TabularClassificationData.from_csv parameter) (flash.tabular.regression.data.TabularRegressionData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_csv parameter) (flash.text.classification.data.TextClassificationData.from_json parameter) (flash.text.classification.data.TextClassificationData.from_parquet parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_csv parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_json parameter) (flash.text.question_answering.data.QuestionAnsweringData.from_squad_v2 parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_csv parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_json parameter) (flash.text.seq2seq.translation.data.TranslationData.from_csv parameter) (flash.text.seq2seq.translation.data.TranslationData.from_json parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) val_files (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) val_folder (flash.audio.classification.data.AudioClassificationData.from_folders parameter) (flash.image.classification.data.ImageClassificationData.from_folders parameter) (flash.image.detection.data.ObjectDetectionData.from_coco parameter) (flash.image.detection.data.ObjectDetectionData.from_via parameter) (flash.image.detection.data.ObjectDetectionData.from_voc parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_coco parameter) (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.keypoint_detection.data.KeypointDetectionData.from_coco parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) val_hf_dataset (flash.text.classification.data.TextClassificationData.from_hf_datasets parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_hf_datasets parameter) (flash.text.seq2seq.translation.data.TranslationData.from_hf_datasets parameter) val_images (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) val_images_root (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) val_input (flash.core.data.data_module.DataModule parameter), [1], [2] val_list (flash.tabular.classification.data.TabularClassificationData.from_lists parameter) (flash.tabular.regression.data.TabularRegressionData.from_lists parameter) val_per_batch_transform() (flash.core.data.io.input_transform.InputTransform method) val_per_batch_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) val_per_sample_transform() (flash.core.data.io.input_transform.InputTransform method) val_per_sample_transform_on_device() (flash.core.data.io.input_transform.InputTransform method) val_resolver (flash.audio.classification.data.AudioClassificationData.from_csv parameter) (flash.audio.classification.data.AudioClassificationData.from_data_frame parameter) (flash.image.classification.data.ImageClassificationData.from_csv parameter) (flash.image.classification.data.ImageClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) val_split (flash.core.data.data_module.DataModule parameter), [1], [2] (flash.image.classification.data.ImageClassificationData.from_labelstudio parameter) (flash.text.classification.data.TextClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) val_target_folder (flash.image.instance_segmentation.data.InstanceSegmentationData.from_voc parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_folders parameter) val_targets (flash.audio.classification.data.AudioClassificationData.from_files parameter) (flash.audio.classification.data.AudioClassificationData.from_numpy parameter) (flash.audio.classification.data.AudioClassificationData.from_tensors parameter) (flash.audio.speech_recognition.data.SpeechRecognitionData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_files parameter) (flash.image.classification.data.ImageClassificationData.from_images parameter) (flash.image.classification.data.ImageClassificationData.from_numpy parameter) (flash.image.classification.data.ImageClassificationData.from_tensors parameter) (flash.image.detection.data.ObjectDetectionData.from_files parameter) (flash.image.detection.data.ObjectDetectionData.from_images parameter) (flash.image.detection.data.ObjectDetectionData.from_numpy parameter) (flash.image.detection.data.ObjectDetectionData.from_tensors parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_files parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_numpy parameter) (flash.image.segmentation.data.SemanticSegmentationData.from_tensors parameter) (flash.text.classification.data.TextClassificationData.from_lists parameter) (flash.text.seq2seq.summarization.data.SummarizationData.from_lists parameter) (flash.text.seq2seq.translation.data.TranslationData.from_lists parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) val_videos_root (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) version_2_with_negative (flash.text.question_answering.model.QuestionAnsweringTask parameter), [1] video_sampler (flash.video.classification.data.VideoClassificationData.from_csv parameter) (flash.video.classification.data.VideoClassificationData.from_data_frame parameter) (flash.video.classification.data.VideoClassificationData.from_fiftyone parameter) (flash.video.classification.data.VideoClassificationData.from_files parameter) (flash.video.classification.data.VideoClassificationData.from_folders parameter) (flash.video.classification.data.VideoClassificationData.from_labelstudio parameter) (flash.video.classification.data.VideoClassificationData.from_tensors parameter) VideoClassificationCSVInput (class in flash.video.classification.input) VideoClassificationCSVPredictInput (class in flash.video.classification.input) VideoClassificationData (class in flash.video.classification.data) VideoClassificationDataFrameInput (class in flash.video.classification.input) VideoClassificationDataFramePredictInput (class in flash.video.classification.input) VideoClassificationFiftyOneInput (class in flash.video.classification.input) VideoClassificationFilesInput (class in flash.video.classification.input) VideoClassificationFoldersInput (class in flash.video.classification.input) VideoClassificationInput (class in flash.video.classification.input) VideoClassificationInputTransform (class in flash.video.classification.input_transform) VideoClassificationPathsPredictInput (class in flash.video.classification.input) VideoClassifier (class in flash.video.classification.model) visualize (flash.image.segmentation.output.FiftyOneSegmentationLabelsOutput parameter), [1] (flash.image.segmentation.output.SegmentationLabelsOutput parameter), [1] visualize() (in module flash.core.integrations.fiftyone.utils) W wait (flash.core.integrations.fiftyone.utils.visualize parameter), [1] weight_decay (flash.core.optimizers.LAMB parameter), [1] (flash.core.optimizers.LARS parameter), [1] with_metadata (flash.core.registry.FlashRegistry.get parameter) wrap_collate() (in module flash.core.data.utilities.collate)