{ "DistributedCollector": { "input": { "required": { "load_balance": [ "BOOLEAN", { "default": false, "tooltip": "Run this workflow on one least-busy participant (master included when participating)." } ] }, "optional": { "images": [ "IMAGE" ], "audio": [ "AUDIO" ] }, "hidden": { "multi_job_id": [ "STRING", { "default": "" } ], "is_worker": [ "BOOLEAN", { "default": false } ], "master_url": [ "STRING", { "default": "" } ], "enabled_worker_ids": [ "STRING", { "default": "[]" } ], "worker_batch_size": [ "INT", { "default": 1, "min": 1, "max": 1024 } ], "worker_id": [ "STRING", { "default": "" } ], "pass_through": [ "BOOLEAN", { "default": false } ], "delegate_only": [ "BOOLEAN", { "default": false } ] } }, "input_order": { "required": [ "load_balance" ], "optional": [ "images", "audio" ], "hidden": [ "multi_job_id", "is_worker", "master_url", "enabled_worker_ids", "worker_batch_size", "worker_id", "pass_through", "delegate_only" ] }, "output": [ "IMAGE", "AUDIO" ], "output_name": [ "images", "audio" ], "output_is_list": [ false, false ], "is_input_list": true, "output_node": false, "category": "image", "display_name": "Distributed Collector" }, "DistributedSeed": { "input": { "required": { "seed": [ "INT", { "default": 1125899906842, "min": 0, "max": 1125899906842624, "forceInput": false } ] }, "hidden": { "is_worker": [ "BOOLEAN", { "default": false } ], "worker_id": [ "STRING", { "default": "" } ] } }, "input_order": { "required": [ "seed" ], "hidden": [ "is_worker", "worker_id" ] }, "output": [ "INT" ], "output_name": [ "seed" ], "output_is_list": [ false ], "is_input_list": false, "output_node": false, "category": "utils", "display_name": "Distributed Seed" }, "DistributedModelName": { "input": { "required": { "text": [ "STRING", { "default": "" } ] }, "hidden": { "unique_id": "UNIQUE_ID", "extra_pnginfo": "EXTRA_PNGINFO" } }, "input_order": { "required": [ "text" ], "hidden": [ "unique_id", "extra_pnginfo" ] }, "output": [ "*" ], "output_name": [ "output" ], "output_is_list": [ false ], "is_input_list": false, "output_node": true, "category": "utils", "display_name": "Distributed Model Name" }, "DistributedValue": { "input": { "required": { "default_value": [ "STRING", { "default": "" } ], "worker_values": [ "STRING", { "default": "{}" } ] }, "hidden": { "is_worker": [ "BOOLEAN", { "default": false } ], "worker_id": [ "STRING", { "default": "" } ] } }, "input_order": { "required": [ "default_value", "worker_values" ], "hidden": [ "is_worker", "worker_id" ] }, "output": [ "*" ], "output_name": [ "value" ], "output_is_list": [ false ], "is_input_list": false, "output_node": false, "category": "utils", "display_name": "Distributed Value" }, "ImageBatchDivider": { "input": { "required": { "images": [ "IMAGE" ], "divide_by": [ "INT", { "default": 2, "min": 1, "max": 10, "step": 1, "display": "number", "tooltip": "Number of parts to divide the batch into" } ] } }, "input_order": { "required": [ "images", "divide_by" ] }, "output": [ "*", "*", "*", "*", "*", "*", "*", "*", "*", "*" ], "output_name": [ "batch_1", "batch_2", "batch_3", "batch_4", "batch_5", "batch_6", "batch_7", "batch_8", "batch_9", "batch_10" ], "output_is_list": [ false, false, false, false, false, false, false, false, false, false ], "is_input_list": false, "output_node": true, "category": "image", "display_name": "Image Batch Divider" }, "AudioBatchDivider": { "input": { "required": { "audio": [ "AUDIO" ], "divide_by": [ "INT", { "default": 2, "min": 1, "max": 10, "step": 1, "display": "number", "tooltip": "Number of sequential time segments to create" } ] } }, "input_order": { "required": [ "audio", "divide_by" ] }, "output": [ "*", "*", "*", "*", "*", "*", "*", "*", "*", "*" ], "output_name": [ "audio_1", "audio_2", "audio_3", "audio_4", "audio_5", "audio_6", "audio_7", "audio_8", "audio_9", "audio_10" ], "output_is_list": [ false, false, false, false, false, false, false, false, false, false ], "is_input_list": false, "output_node": true, "category": "audio", "display_name": "Audio Segment Divider" }, "DistributedEmptyImage": { "input": { "required": { "height": [ "INT", { "default": 64, "min": 1, "max": 4096, "step": 1 } ], "width": [ "INT", { "default": 64, "min": 1, "max": 4096, "step": 1 } ], "channels": [ "INT", { "default": 3, "min": 1, "max": 4, "step": 1 } ] } }, "input_order": { "required": [ "height", "width", "channels" ] }, "output": [ "IMAGE" ], "output_name": [ "IMAGE" ], "output_is_list": [ false ], "is_input_list": false, "output_node": false, "category": "image", "display_name": "Distributed Empty Image" }, "UltimateSDUpscaleDistributed": { "input": { "required": { "upscaled_image": [ "IMAGE" ], "model": [ "MODEL" ], "positive": [ "CONDITIONING" ], "negative": [ "CONDITIONING" ], "vae": [ "VAE" ], "seed": [ "INT", { "default": 0, "min": 0, "max": 18446744073709551615 } ], "steps": [ "INT", { "default": 20, "min": 1, "max": 10000 } ], "cfg": [ "FLOAT", { "default": 8.0, "min": 0.0, "max": 100.0 } ], "sampler_name": [ [ "euler", "euler_cfg_pp", "euler_ancestral", "euler_ancestral_cfg_pp", "heun", "heunpp2", "exp_heun_2_x0", "exp_heun_2_x0_sde", "dpm_2", "dpm_2_ancestral", "lms", "dpm_fast", "dpm_adaptive", "dpmpp_2s_ancestral", "dpmpp_2s_ancestral_cfg_pp", "dpmpp_sde", "dpmpp_sde_gpu", "dpmpp_2m", "dpmpp_2m_cfg_pp", "dpmpp_2m_sde", "dpmpp_2m_sde_gpu", "dpmpp_2m_sde_heun", "dpmpp_2m_sde_heun_gpu", "dpmpp_3m_sde", "dpmpp_3m_sde_gpu", "ddpm", "lcm", "ipndm", "ipndm_v", "deis", "cfgpp_ud10_ab", "res_multistep", "res_multistep_cfg_pp", "res_multistep_ancestral", "res_multistep_ancestral_cfg_pp", "gradient_estimation", "gradient_estimation_cfg_pp", "er_sde", "seeds_2", "seeds_3", "sa_solver", "sa_solver_pece", "ddim", "uni_pc", "uni_pc_bh2" ] ], "scheduler": [ [ "simple", "sgm_uniform", "karras", "exponential", "ddim_uniform", "beta", "normal", "linear_quadratic", "kl_optimal" ] ], "denoise": [ "FLOAT", { "default": 0.5, "min": 0.0, "max": 1.0, "step": 0.01 } ], "tile_width": [ "INT", { "default": 512, "min": 64, "max": 2048, "step": 8 } ], "tile_height": [ "INT", { "default": 512, "min": 64, "max": 2048, "step": 8 } ], "padding": [ "INT", { "default": 32, "min": 0, "max": 256, "step": 8 } ], "mask_blur": [ "INT", { "default": 8, "min": 0, "max": 256 } ], "force_uniform_tiles": [ "BOOLEAN", { "default": true } ], "tiled_decode": [ "BOOLEAN", { "default": false } ] }, "hidden": { "multi_job_id": [ "STRING", { "default": "" } ], "is_worker": [ "BOOLEAN", { "default": false } ], "master_url": [ "STRING", { "default": "" } ], "enabled_worker_ids": [ "STRING", { "default": "[]" } ], "worker_id": [ "STRING", { "default": "" } ], "tile_indices": [ "STRING", { "default": "" } ], "dynamic_threshold": [ "INT", { "default": 8, "min": 1, "max": 64 } ] } }, "input_order": { "required": [ "upscaled_image", "model", "positive", "negative", "vae", "seed", "steps", "cfg", "sampler_name", "scheduler", "denoise", "tile_width", "tile_height", "padding", "mask_blur", "force_uniform_tiles", "tiled_decode" ], "hidden": [ "multi_job_id", "is_worker", "master_url", "enabled_worker_ids", "worker_id", "tile_indices", "dynamic_threshold" ] }, "output": [ "IMAGE" ], "output_name": [ "IMAGE" ], "output_is_list": [ false ], "is_input_list": false, "output_node": false, "category": "image/upscaling", "display_name": "Ultimate SD Upscale Distributed (No Upscale)" } }