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2023-07-01 16:48:16 -04:00
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@@ -15,7 +15,7 @@ Nodes can be found in the node menu under `sampling`:
|Node|Image|Description|
| --- | --- | --- |
| KSampler With Restarts | ![image](https://github.com/ssitu/ComfyUI_restart_sampling/assets/57548627/7696da21-ea8c-4263-91a9-658d0f87dc47) | Has all the inputs of a KSampler, but with an added string widget for configuring the restart segments and a widget for the scheduler for the restart segments. Not all samplers from KSampler are currently supported. <br>The format for `segments` is a sequence of comma separated arrays of ${[N_{\textrm{Restart}}, K, t_{\textrm{min}}, t_{\textrm{max}}]}$. For example, [4, 1, 19.35, 40.79], [4, 1, 1.09, 1.92], [4, 5, 0.59, 1.09], [4, 5, 0.30, 0.59], [6, 6, 0.06, 0.30] would be a valid sequence. For more information on the restart segments parameters, refer to the paper. <br>The `restart_scheduler` is used as the scheduler for the backwards process during restart intervals. The researchers used the karras scheduler for their experiments. |
| KSampler With Restarts | ![image](https://github.com/ssitu/ComfyUI_restart_sampling/assets/57548627/7696da21-ea8c-4263-91a9-658d0f87dc47) | Has all the inputs of a KSampler, but with an added string widget for configuring the Restart segments and a widget for the scheduler for the Restart segments. Not all samplers and schedulers from KSampler are currently supported. <br>The format for `segments` is a sequence of comma separated arrays of ${[N_{\textrm{Restart}}, K, t_{\textrm{min}}, t_{\textrm{max}}]}$. For example, [4, 1, 19.35, 40.79], [4, 1, 1.09, 1.92], [4, 5, 0.59, 1.09], [4, 5, 0.30, 0.59], [6, 6, 0.06, 0.30] would be a valid sequence. Each segment will add $(N_{\textrm{Restart}} - 1) \cdot K$ steps to the sampling process. For more information on the Restart parameters, refer to the paper. <br>The `restart_scheduler` is used as the scheduler for the backwards process during restart intervals. The researchers used the karras scheduler for their experiments. |
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