mindformers.trainer¶

MindFormers Trainer API.

`mindformers.trainer.Trainer`	Executor of general task trainers.
`mindformers.trainer.BaseTrainer`	Base Task Trainer. Args: task (str): The task name supported. model_name (str): The model name of Task-Trainer. Default: None Raises: NotImplementedError: If train method or evaluate method or predict method not implemented.
`mindformers.trainer.TrainingArguments`	TrainingArguments is the subset of the arguments we use in our default config which is related to the training in MindSpore.
`mindformers.trainer.ContextConfig`	Context Config For Running Environment.
`mindformers.trainer.ParallelContextConfig`	Parallel Context Config.
`mindformers.trainer.TranslationTrainer`	Trainer of translation task.
`mindformers.trainer.CausalLanguageModelingTrainer`	CausalLanguageModelingTrainer Task For Trainer.
`mindformers.trainer.ContrastiveLanguageImagePretrainTrainer`	Contrastive Language Image Pretrain Trainer.
`mindformers.trainer.ImageToTextGenerationTrainer`	ImageToTextGenerationTrainer Task For Trainer.
`mindformers.trainer.ImageClassificationTrainer`	ImageClassification Task For Trainer.
`mindformers.trainer.MaskedImageModelingTrainer`	MaskedImageModeling Task For Trainer.
`mindformers.trainer.MaskedLanguageModelingTrainer`	MaskedLanguageModeling Task For Trainer.
`mindformers.trainer.QuestionAnsweringTrainer`	Trainer of question answering task.
`mindformers.trainer.TextClassificationTrainer`	Trainer of text classification task.
`mindformers.trainer.ZeroShotImageClassificationTrainer`	Trainer of zero-shot image classification task.