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Add performance timings

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  1. README.md +11 -0
README.md CHANGED
@@ -71,6 +71,17 @@ Please see [Stable Video Diffusion (SVD) 1.1 Image-to-Video](https://huggingface
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  This model is intended for research purposes only and should not be used in any way that violates Stability AI's [Acceptable Use Policy](https://stability.ai/use-policy).
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  ## Usage Example
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  This model is intended for research purposes only and should not be used in any way that violates Stability AI's [Acceptable Use Policy](https://stability.ai/use-policy).
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+ ## Performance
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+ #### SVD-XT 1.1 (25 frames, 25 steps)
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+ | | A100 80GB PCI | A100 80GB SXM | H100 80GB PCI |
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+ |-------------|---------------|---------------|---------------|
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+ | VAE Encoder | 66.70 ms | 65.68 ms | 49.07 ms |
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+ | CLIP | 105.41 ms | 53.20 ms | 91.32 ms |
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+ | UNet x 25 | 30,367.73 ms | 27,489.88 ms | 19,102.98 ms |
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+ | VAE Decoder | 4,663.63 ms | 4,544.12 ms | 3,382.62 ms |
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+ | Total E2E | 35,258.38 ms | 32,166.41 ms | 22,644.73 ms |
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  ## Usage Example
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