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Add ForceTiledVAEEncode node

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Oscar Anghammar 2025-05-03 17:32:11 +02:00
parent 779bbdf942
commit deb49403c6
1 changed files with 20 additions and 0 deletions
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20
nodes.py
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@ -356,6 +356,24 @@ class VAEEncodeTiled:
t = vae.encode_tiled(pixels[:,:,:,:3], tile_x=tile_size, tile_y=tile_size, overlap=overlap, tile_t=temporal_size, overlap_t=temporal_overlap) t = vae.encode_tiled(pixels[:,:,:,:3], tile_x=tile_size, tile_y=tile_size, overlap=overlap, tile_t=temporal_size, overlap_t=temporal_overlap)
return ({"samples": t}, ) return ({"samples": t}, )
class ForceTiledVAEEncode:
@classmethod
def INPUT_TYPES(s):
return {"required": {"vae": ("VAE", ),
"tile_size": ("INT", {"default": 256, "min": 64, "max": 4096, "step": 32}),
"overlap": ("INT", {"default": 64, "min": 0, "max": 4096, "step": 32}),
"temporal_size": ("INT", {"default": 64, "min": 8, "max": 4096, "step": 4, "tooltip": "Only used for video VAEs: Amount of frames to encode at a time."}),
"temporal_overlap": ("INT", {"default": 8, "min": 4, "max": 4096, "step": 4, "tooltip": "Only used for video VAEs: Amount of frames to overlap."}),
}}
RETURN_TYPES = ("VAE",)
FUNCTION = "cast"
CATEGORY = "_for_testing"
def cast(self, vae, tile_size, overlap, temporal_size=64, temporal_overlap=8):
tiled_vae = comfy.sd.ForcedTiledVAE.cast(vae, tile_size, overlap, temporal_size, temporal_overlap)
return (tiled_vae, )
class VAEEncodeForInpaint: class VAEEncodeForInpaint:
@classmethod @classmethod
def INPUT_TYPES(s): def INPUT_TYPES(s):
@ -1988,6 +2006,7 @@ NODE_CLASS_MAPPINGS = {
"CLIPVisionLoader": CLIPVisionLoader, "CLIPVisionLoader": CLIPVisionLoader,
"VAEDecodeTiled": VAEDecodeTiled, "VAEDecodeTiled": VAEDecodeTiled,
"VAEEncodeTiled": VAEEncodeTiled, "VAEEncodeTiled": VAEEncodeTiled,
"ForceTiledVAEEncode": ForceTiledVAEEncode,
"unCLIPCheckpointLoader": unCLIPCheckpointLoader, "unCLIPCheckpointLoader": unCLIPCheckpointLoader,
"GLIGENLoader": GLIGENLoader, "GLIGENLoader": GLIGENLoader,
"GLIGENTextBoxApply": GLIGENTextBoxApply, "GLIGENTextBoxApply": GLIGENTextBoxApply,
@ -2071,6 +2090,7 @@ NODE_DISPLAY_NAME_MAPPINGS = {
# _for_testing # _for_testing
"VAEDecodeTiled": "VAE Decode (Tiled)", "VAEDecodeTiled": "VAE Decode (Tiled)",
"VAEEncodeTiled": "VAE Encode (Tiled)", "VAEEncodeTiled": "VAE Encode (Tiled)",
"ForceTiledVAEEncode": "Force tiled VAE Encode",
} }
EXTENSION_WEB_DIRS = {} EXTENSION_WEB_DIRS = {}