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https://github.com/storytold/FineTrainers-Conditioning.git
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@@ -151,7 +151,10 @@ def prepare_latents(
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else:
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else:
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h = vae._encode(image_or_video)
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h = vae._encode(image_or_video)
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_, _, num_frames, height, width = h.shape
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_, _, num_frames, height, width = h.shape
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# TODO(aryan): this is very very very stupid, but anything to make it work for now. refactor and design better later
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# TODO(aryan): This is very stupid that we might possibly be storing the latents_mean and latents_std in every file
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# if precomputation is enabled. We should probably have a single file where re-usable properties like this are stored
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# so as to reduce the disk memory requirements of the precomputed files.
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return {
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return {
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"latents": h,
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"latents": h,
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"num_frames": num_frames,
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"num_frames": num_frames,
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@@ -813,7 +813,7 @@ class Trainer:
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num_videos_per_prompt=self.args.num_validation_videos_per_prompt,
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num_videos_per_prompt=self.args.num_validation_videos_per_prompt,
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generator=self.state.generator,
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generator=self.state.generator,
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)
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)
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# Remove all hooks that might have been added during pipeline initialization to the models
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# Remove all hooks that might have been added during pipeline initialization to the models
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pipeline.remove_all_hooks()
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pipeline.remove_all_hooks()
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del pipeline
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del pipeline
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