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# These are canonical sets of parameters for different types of pipelines. | |
# They are set on subclasses of `PipelineTesterMixin` as `params` and | |
# `batch_params`. | |
# | |
# If a pipeline's set of arguments has minor changes from one of the common sets | |
# of arguments, do not make modifications to the existing common sets of arguments. | |
# I.e. a text to image pipeline with non-configurable height and width arguments | |
# should set its attribute as `params = TEXT_TO_IMAGE_PARAMS - {'height', 'width'}`. | |
TEXT_TO_IMAGE_PARAMS = frozenset( | |
[ | |
"prompt", | |
"height", | |
"width", | |
"guidance_scale", | |
"negative_prompt", | |
"prompt_embeds", | |
"negative_prompt_embeds", | |
"cross_attention_kwargs", | |
] | |
) | |
TEXT_TO_IMAGE_BATCH_PARAMS = frozenset(["prompt", "negative_prompt"]) | |
TEXT_TO_IMAGE_IMAGE_PARAMS = frozenset([]) | |
IMAGE_TO_IMAGE_IMAGE_PARAMS = frozenset(["image"]) | |
IMAGE_VARIATION_PARAMS = frozenset( | |
[ | |
"image", | |
"height", | |
"width", | |
"guidance_scale", | |
] | |
) | |
IMAGE_VARIATION_BATCH_PARAMS = frozenset(["image"]) | |
TEXT_GUIDED_IMAGE_VARIATION_PARAMS = frozenset( | |
[ | |
"prompt", | |
"image", | |
"height", | |
"width", | |
"guidance_scale", | |
"negative_prompt", | |
"prompt_embeds", | |
"negative_prompt_embeds", | |
] | |
) | |
TEXT_GUIDED_IMAGE_VARIATION_BATCH_PARAMS = frozenset(["prompt", "image", "negative_prompt"]) | |
TEXT_GUIDED_IMAGE_INPAINTING_PARAMS = frozenset( | |
[ | |
# Text guided image variation with an image mask | |
"prompt", | |
"image", | |
"mask_image", | |
"height", | |
"width", | |
"guidance_scale", | |
"negative_prompt", | |
"prompt_embeds", | |
"negative_prompt_embeds", | |
] | |
) | |
TEXT_GUIDED_IMAGE_INPAINTING_BATCH_PARAMS = frozenset(["prompt", "image", "mask_image", "negative_prompt"]) | |
IMAGE_INPAINTING_PARAMS = frozenset( | |
[ | |
# image variation with an image mask | |
"image", | |
"mask_image", | |
"height", | |
"width", | |
"guidance_scale", | |
] | |
) | |
IMAGE_INPAINTING_BATCH_PARAMS = frozenset(["image", "mask_image"]) | |
IMAGE_GUIDED_IMAGE_INPAINTING_PARAMS = frozenset( | |
[ | |
"example_image", | |
"image", | |
"mask_image", | |
"height", | |
"width", | |
"guidance_scale", | |
] | |
) | |
IMAGE_GUIDED_IMAGE_INPAINTING_BATCH_PARAMS = frozenset(["example_image", "image", "mask_image"]) | |
CLASS_CONDITIONED_IMAGE_GENERATION_PARAMS = frozenset(["class_labels"]) | |
CLASS_CONDITIONED_IMAGE_GENERATION_BATCH_PARAMS = frozenset(["class_labels"]) | |
UNCONDITIONAL_IMAGE_GENERATION_PARAMS = frozenset(["batch_size"]) | |
UNCONDITIONAL_IMAGE_GENERATION_BATCH_PARAMS = frozenset([]) | |
UNCONDITIONAL_AUDIO_GENERATION_PARAMS = frozenset(["batch_size"]) | |
UNCONDITIONAL_AUDIO_GENERATION_BATCH_PARAMS = frozenset([]) | |
TEXT_TO_AUDIO_PARAMS = frozenset( | |
[ | |
"prompt", | |
"audio_length_in_s", | |
"guidance_scale", | |
"negative_prompt", | |
"prompt_embeds", | |
"negative_prompt_embeds", | |
"cross_attention_kwargs", | |
] | |
) | |
TEXT_TO_AUDIO_BATCH_PARAMS = frozenset(["prompt", "negative_prompt"]) | |
TOKENS_TO_AUDIO_GENERATION_PARAMS = frozenset(["input_tokens"]) | |
TOKENS_TO_AUDIO_GENERATION_BATCH_PARAMS = frozenset(["input_tokens"]) | |
TEXT_TO_IMAGE_CALLBACK_CFG_PARAMS = frozenset(["prompt_embeds"]) | |