clean prints
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@@ -123,7 +123,6 @@ class SUPIR_encode:
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print(f"Encoder using using {vae_dtype}")
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dtype = convert_dtype(vae_dtype)
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print("image shape before: ", image.shape)
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image = image.permute(0, 3, 1, 2)
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B, C, H, W = image.shape
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orig_H, orig_W = H, W
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@@ -134,7 +133,6 @@ class SUPIR_encode:
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if orig_H % 64 != 0 or orig_W % 64 != 0:
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image = F.interpolate(image, size=(H, W), mode="bicubic")
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resized_image = image.to(device)
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print("image shape after: ", resized_image.shape)
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if use_tiled_vae:
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from .SUPIR.utils.tilevae import VAEHook
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@@ -286,6 +284,7 @@ class SUPIR_first_stage:
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if hasattr(SUPIR_VAE.decoder, 'original_forward'):
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SUPIR_VAE.encoder.forward = SUPIR_VAE.encoder.original_forward
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SUPIR_VAE.decoder.forward = SUPIR_VAE.decoder.original_forward
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image = image.permute(0, 3, 1, 2)
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B, C, H, W = image.shape
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orig_H, orig_W = H, W
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@@ -296,7 +295,6 @@ class SUPIR_first_stage:
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if orig_H % 64 != 0 or orig_W % 64 != 0:
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image = F.interpolate(image, size=(H, W), mode="bicubic")
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resized_image = image.to(device)
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print("image shape after: ", resized_image.shape)
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pbar = comfy.utils.ProgressBar(B)
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out = []
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@@ -320,7 +318,6 @@ class SUPIR_first_stage:
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out_stacked = torch.cat(out, dim=0).to(torch.float32).permute(0, 2, 3, 1)
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print("out_stacked shape: ", out_stacked.shape)
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out_samples_stacked = torch.cat(out_samples, dim=0)
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return (SUPIR_VAE, out_stacked, out_samples_stacked,)
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@@ -433,7 +430,6 @@ class SUPIR_sample:
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" and it has devoured all of the memory it had reserved, you may need to restart ComfyUI. Make sure you are using tiled_vae, "
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" you can also try using fp8 for reduced memory usage if your system supports it.")
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raise e
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print("_samples: ", _samples.shape)
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out.append(_samples)
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pbar.update(1)
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@@ -448,7 +444,6 @@ class SUPIR_sample:
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else:
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out_stacked = torch.stack(out, dim=0)
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print("out_stacked: ", _samples.shape)
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return (out_stacked,)
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class SUPIR_conditioner:
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