Class LTXVSpatioTemporalTiledVAEDecode

tiled_vae_decode.py:274–477

    name="LTXVSpatioTemporalTiledVAEDecode",
)
class LTXVSpatioTemporalTiledVAEDecode(LTXVTiledVAEDecode):

    @classmethod
    def INPUT_TYPES(s):
        return {
            "required": {
                "vae": ("VAE", {"tooltip": "The VAE to use."}),
                "latents": ("LATENT", {"tooltip": "The latent samples to decode."}),
                "spatial_tiles": (
                    "INT",
                    {
                        "default": 4,
                        "min": 1,
                        "max": 8,
                        "tooltip": "The number of spatial tiles to use, horizontal and vertical.",
                    },
                ),
                "spatial_overlap": (
                    "INT",
                    {
                        "default": 1,
                        "min": 0,
                        "max": 8,
                        "tooltip": "The overlap between the spatial tiles. (in latent frames)",
                    },
                ),
                "temporal_tile_length": (
                    "INT",
                    {
                        "default": 16,
                        "min": 2,
                        "max": 1000,
                        "tooltip": "The length of the temporal tile to use for the sampling, in latent frames, including the overlapping region.",
                    },
                ),
                "temporal_overlap": (
                    "INT",
                    {
                        "default": 1,
                        "min": 0,
                        "max": 8,
                        "tooltip": "The overlap between the temporal tiles, in latent frames.",
                    },
                ),
                "last_frame_fix": (
                    "BOOLEAN",
                    {
                        "default": False,
                        "tooltip": "If true, the last frame will be repeated and discarded after the decoding.",
                    },
                ),
                "working_device": (
                    ["cpu", "auto"],
                    {
                        "default": "auto",
                        "tooltip": "The device to use for the decoding. auto->same as the latents.",
                    },
                ),