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  license: apache-2.0
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  ---
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- ### PSNR
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  36.20
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  ## === Absolute ===
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  ```
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  SD15 VAE | MSE=2.732e-03 PSNR=28.10 LPIPS=0.147 Edge=0.206 KL=19.821 | Z[min/mean/max/std]=[-17.375, 0.072, 16.203, 0.900] | Skew[min/mean/max]=[-0.543, -0.126, 0.070] | Kurt[min/mean/max]=[-0.151, 1.228, 4.574]
 
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  license: apache-2.0
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  ---
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+ ## PSNR
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  36.20
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+ ## Usage
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+ ```
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+ from diffusers import AutoencoderKL
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+
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+ vae = AutoencoderKL.from_pretrained("AiArtLab/simplevae",subfolder="vae").cuda().half()
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+ ```
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+
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  ## === Absolute ===
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  ```
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  SD15 VAE | MSE=2.732e-03 PSNR=28.10 LPIPS=0.147 Edge=0.206 KL=19.821 | Z[min/mean/max/std]=[-17.375, 0.072, 16.203, 0.900] | Skew[min/mean/max]=[-0.543, -0.126, 0.070] | Kurt[min/mean/max]=[-0.151, 1.228, 4.574]