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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"]) | |
| 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"]) | |