fiftyone.utils.clip.zoo.TorchCLIPModelConfig

class documentation

class TorchCLIPModelConfig(fout.TorchImageModelConfig, fozm.HasZooModel): (source)

Constructor: TorchCLIPModelConfig(d)

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Configuration for running a TorchCLIPModel.

See fiftyone.utils.torch.TorchImageModelConfig for additional arguments.

Parameters
tokenizer_base_filenamethe filename in fo.config.model_zoo_dir in which to store the model's tokenizer
tokenizer_base_urla URL from which the tokenizer can be downloaded, if necessary
context_lengththe model's context length
text_promptthe text prompt to use, e.g., "A photo of"
classesa list of custom classes for zero-shot prediction
Method __init__ Undocumented
Method download_tokenizer_if_necessary Undocumented
Instance Variable context_length Undocumented
Instance Variable text_prompt Undocumented
Instance Variable tokenizer_base_filename Undocumented
Instance Variable tokenizer_base_url Undocumented
Property tokenizer_path Undocumented
Instance Variable _tokenizer_path Undocumented

Inherited from TorchImageModelConfig:

Instance Variable as_feature_extractor Undocumented
Instance Variable confidence_thresh Undocumented
Instance Variable cudnn_benchmark Undocumented
Instance Variable device Undocumented
Instance Variable embeddings_layer Undocumented
Instance Variable entrypoint_args Undocumented
Instance Variable entrypoint_fcn Undocumented
Instance Variable image_dim Undocumented
Instance Variable image_max_dim Undocumented
Instance Variable image_max_size Undocumented
Instance Variable image_mean Undocumented
Instance Variable image_min_dim Undocumented
Instance Variable image_min_size Undocumented
Instance Variable image_patch_size Undocumented
Instance Variable image_size Undocumented
Instance Variable image_std Undocumented
Instance Variable labels_path Undocumented
Instance Variable labels_string Undocumented
Instance Variable mask_targets Undocumented
Instance Variable mask_targets_path Undocumented
Instance Variable model Undocumented
Instance Variable output_processor Undocumented
Instance Variable output_processor_args Undocumented
Instance Variable output_processor_cls Undocumented
Instance Variable ragged_batches Undocumented
Instance Variable raw_inputs Undocumented
Instance Variable skeleton Undocumented
Instance Variable transforms Undocumented
Instance Variable transforms_args Undocumented
Instance Variable transforms_fcn Undocumented
Instance Variable use_half_precision Undocumented

Inherited from Config (via TorchImageModelConfig):

Method __repr__ Undocumented

Inherited from HasZooModel (via TorchImageModelConfig, Config):

Method download_model_if_necessary Undocumented
Instance Variable model_path Undocumented
Class Method _get_model Undocumented
def __init__(self, d): (source)
overrides fiftyone.utils.torch.TorchImageModelConfig.__init__

Undocumented

def download_tokenizer_if_necessary(self): (source)

Undocumented

context_length = (source)

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text_prompt = (source)

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tokenizer_base_filename = (source)

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tokenizer_base_url = (source)

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@property
tokenizer_path = (source)

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_tokenizer_path = (source)

Undocumented