stable diffusion depth batching fix #2757
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williamberman
commented
Mar 20, 2023
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| depth_map = depth_map.repeat(batch_size, 1, 1, 1) | ||
| repeat_by = batch_size // depth_map.shape[0] | ||
| depth_map = depth_map.repeat(repeat_by, 1, 1, 1) |
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This will cause a mismatch in the batch dimension when using a batch size > 1 and a num_images_per_prompt > 1
It's always repeating by total batch size even if the depth_map already is batched
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Good catch! Maybe having it as a comment would be helpful for us in recollecting why this was needed.
williamberman
requested review from
pcuenca,
patil-suraj,
sayakpaul and
patrickvonplaten
|
The documentation is not available anymore as the PR was closed or merged. |
sayakpaul
reviewed
Mar 21, 2023
| @@ -64,7 +64,7 @@ class StableDiffusionDepth2ImgPipelineFastTests(PipelineTesterMixin, unittest.Te | |||
| test_save_load_optional_components = False | |||
| params = TEXT_GUIDED_IMAGE_VARIATION_PARAMS - {"height", "width"} | |||
| required_optional_params = PipelineTesterMixin.required_optional_params - {"latents"} | |||
| batch_params = TEXT_GUIDED_IMAGE_VARIATION_BATCH_PARAMS - {"image"} | |||
| batch_params = TEXT_GUIDED_IMAGE_VARIATION_BATCH_PARAMS | |||
patrickvonplaten
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Mar 21, 2023
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