Advanced Diffusion Training #11240
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Advanced Diffusion Training #11240
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Signed-off-by: Zeeshan Patel <[email protected]> packed sequence support Signed-off-by: Zeeshan Patel <[email protected]> fixed pylint issues Signed-off-by: Zeeshan Patel <[email protected]> add docstrings + remove unused import Signed-off-by: Zeeshan Patel <[email protected]> Apply isort and black reformatting Signed-off-by: zpx01 <[email protected]> Signed-off-by: Zeeshan Patel <[email protected]> added some missing args Signed-off-by: Zeeshan Patel <[email protected]> reformat Signed-off-by: Zeeshan Patel <[email protected]> moving fps embedder to gpu Signed-off-by: Zeeshan Patel <[email protected]> moving fps tensor to gpu Signed-off-by: Zeeshan Patel <[email protected]> updated models Signed-off-by: Zeeshan Patel <[email protected]> added missing import Signed-off-by: Zeeshan Patel <[email protected]> added new configs + bug fixes Signed-off-by: Zeeshan Patel <[email protected]> seq len fix Signed-off-by: Zeeshan Patel <[email protected]> Apply isort and black reformatting Signed-off-by: zpx01 <[email protected]> Signed-off-by: Zeeshan Patel <[email protected]> added nsys callback Signed-off-by: Zeeshan Patel <[email protected]> Apply isort and black reformatting Signed-off-by: zpx01 <[email protected]> Signed-off-by: Zeeshan Patel <[email protected]> isort fix Signed-off-by: Zeeshan Patel <[email protected]>
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| video_latent = torch.ones(self.seq_length, c * p**2, dtype=torch.bfloat16) * 0.5 | ||
| text_embedding = torch.randn(self.text_seqlen, self.text_dim, dtype=torch.bfloat16) | ||
| pos_emb = pos_id_3d.get_pos_id_3d(t=t, h=h // p, w=w // p).reshape(-1, 3) |
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| torch.cuda.memory._record_memory_history( | ||
| True, | ||
| # Keep 100,000 alloc/free events from before the snapshot | ||
| trace_alloc_max_entries=100000, | ||
| # Record stack information for the trace events | ||
| trace_alloc_record_context=True, | ||
| ) |
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What does this PR do ?
Adds the following new features to the Diffusion Training Framework:
Collection: diffusion
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