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https://github.com/comfyanonymous/ComfyUI.git
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Merge branch 'comfyanonymous:master' into feature/clipspace
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commit
80ec9a5ecf
@ -455,11 +455,7 @@ class CrossAttentionPytorch(nn.Module):
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b, _, _ = q.shape
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q, k, v = map(
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lambda t: t.unsqueeze(3)
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.reshape(b, t.shape[1], self.heads, self.dim_head)
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.permute(0, 2, 1, 3)
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.reshape(b * self.heads, t.shape[1], self.dim_head)
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.contiguous(),
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lambda t: t.view(b, -1, self.heads, self.dim_head).transpose(1, 2),
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(q, k, v),
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)
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@ -468,10 +464,7 @@ class CrossAttentionPytorch(nn.Module):
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if exists(mask):
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raise NotImplementedError
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out = (
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out.unsqueeze(0)
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.reshape(b, self.heads, out.shape[1], self.dim_head)
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.permute(0, 2, 1, 3)
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.reshape(b, out.shape[1], self.heads * self.dim_head)
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out.transpose(1, 2).reshape(b, -1, self.heads * self.dim_head)
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)
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return self.to_out(out)
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@ -1,21 +1,72 @@
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import { app } from "/scripts/app.js";
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import { ComfyWidgets } from "/scripts/widgets.js";
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// Adds defaults for quickly adding nodes with middle click on the input/output
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app.registerExtension({
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name: "Comfy.SlotDefaults",
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suggestionsNumber: null,
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init() {
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LiteGraph.middle_click_slot_add_default_node = true;
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LiteGraph.slot_types_default_in = {
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MODEL: "CheckpointLoaderSimple",
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LATENT: "EmptyLatentImage",
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VAE: "VAELoader",
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};
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LiteGraph.slot_types_default_out = {
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LATENT: "VAEDecode",
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IMAGE: "SaveImage",
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CLIP: "CLIPTextEncode",
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};
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this.suggestionsNumber = app.ui.settings.addSetting({
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id: "Comfy.NodeSuggestions.number",
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name: "number of nodes suggestions",
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type: "slider",
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attrs: {
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min: 1,
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max: 100,
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step: 1,
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},
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defaultValue: 5,
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onChange: (newVal, oldVal) => {
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this.setDefaults(newVal);
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}
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});
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},
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slot_types_default_out: {},
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slot_types_default_in: {},
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async beforeRegisterNodeDef(nodeType, nodeData, app) {
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var nodeId = nodeData.name;
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var inputs = [];
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inputs = nodeData["input"]["required"]; //only show required inputs to reduce the mess also not logical to create node with optional inputs
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for (const inputKey in inputs) {
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var input = (inputs[inputKey]);
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if (typeof input[0] !== "string") continue;
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var type = input[0]
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if (type in ComfyWidgets) {
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var customProperties = input[1]
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if (!(customProperties?.forceInput)) continue; //ignore widgets that don't force input
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}
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if (!(type in this.slot_types_default_out)) {
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this.slot_types_default_out[type] = ["Reroute"];
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}
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if (this.slot_types_default_out[type].includes(nodeId)) continue;
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this.slot_types_default_out[type].push(nodeId);
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}
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var outputs = nodeData["output"];
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for (const key in outputs) {
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var type = outputs[key];
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if (!(type in this.slot_types_default_in)) {
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this.slot_types_default_in[type] = ["Reroute"];// ["Reroute", "Primitive"]; primitive doesn't always work :'()
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}
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this.slot_types_default_in[type].push(nodeId);
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}
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var maxNum = this.suggestionsNumber.value;
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this.setDefaults(maxNum);
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},
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setDefaults(maxNum) {
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LiteGraph.slot_types_default_out = {};
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LiteGraph.slot_types_default_in = {};
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for (const type in this.slot_types_default_out) {
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LiteGraph.slot_types_default_out[type] = this.slot_types_default_out[type].slice(0, maxNum);
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}
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for (const type in this.slot_types_default_in) {
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LiteGraph.slot_types_default_in[type] = this.slot_types_default_in[type].slice(0, maxNum);
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}
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}
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});
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