From d8cbc8fddd0b443823fcce703d64a328f3c5e7b5 Mon Sep 17 00:00:00 2001 From: sylym Date: Sun, 9 Apr 2023 19:24:02 +0800 Subject: [PATCH] Add the seed parameter to the TrainUnetSequence node --- README.md | 4 +++- __init__.py | 7 ++++--- images/nodes/TrainUnetSequence.png | Bin 24988 -> 55438 bytes 3 files changed, 7 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 721f047..d86e573 100644 --- a/README.md +++ b/README.md @@ -189,7 +189,7 @@ Same function as `LoraLoader` node, but acts on UNet3DConditionModel. Used after --- ### TrainUnetSequence -Local Image +Local Image Fine-tune the incoming model using latent vector and context, and convert the model to inference mode. @@ -208,6 +208,8 @@ Fine-tune the incoming model using latent vector and context, and convert the mo - The fine-tuned model. This model is ready for inference. **Parameters:** +- seed + - The seed used in model fine-tuning. - steps - The number of steps to fine-tune the model. If the steps is 0, the model will not be fine-tuned. diff --git a/__init__.py b/__init__.py index 5514f0f..20c003c 100644 --- a/__init__.py +++ b/__init__.py @@ -315,7 +315,8 @@ class TrainUnetSequence: return {"required": {"samples": ("LATENT",), "model": ("ORIGINAL_MODEL",), "context": ("CONDITIONING",), - "steps": ("INT", {"default": 20, "min": 0, "max": 10000}), + "seed": ("INT", {"default": 0, "min": 0, "max": 0xffffffff}), + "steps": ("INT", {"default": 100, "min": 0, "max": 10000}), }} RETURN_TYPES = ("MODEL",) @@ -323,12 +324,12 @@ class TrainUnetSequence: CATEGORY = "vid2vid" - def train_unet(self, samples, model, context, steps): + def train_unet(self, samples, model, context, seed, steps): device = model_management.get_torch_device() noise_scheduler = convert_scheduler_checkpoint(model) samples = rearrange(samples["samples"], "f c h w -> c f h w") with torch.inference_mode(mode=False): - model_train = train(copy.deepcopy(model), noise_scheduler, samples, context[0][0].squeeze(0), device, max_train_steps=steps) + model_train = train(copy.deepcopy(model), noise_scheduler, samples, context[0][0].squeeze(0), device, max_train_steps=steps, seed=seed) if model_management.should_use_fp16(): model_train.model = model_train.model.half() return (model_train,) diff --git a/images/nodes/TrainUnetSequence.png b/images/nodes/TrainUnetSequence.png index 09f0d15c0d96038d73407204fc4ccbd3b516f527..77e9e1a910d1cdbbc00578d2e5efd5d22ce48613 100644 GIT binary patch literal 55438 zcmeFZbySsaxGhS@B9-n^LJ*La4k@KUI;Er=q&pO8K|x@FbazREN{4hK(%l{FzKh>E zdz^jtzIU9x|Je85G4>zg#~Q3J-gut*%sHR$y^4}74ul+nfPjD_FZV(X0Re>&0Rb5g z0}Xs)UJ&*Y{D-&|xF8@9KZgH9lvjIn zfPgT?Apb%_OE(Eu18kcH+b#WD~dL(KHB5QpPNvovuXBpu&KR+ z@bUeP3-$yAfhTz+|D<@b+@y1DC|#uS$Tc$%8C`R&_xNnqL2FHNW3koWywpd8H?33w zIaeK;{z++}0l^%KH&UCyTG!>eWh!`T$HN(+~5qj=fim}q zyj7d4AecLCrF>;&#XQ#0fX%Ty9q>)O;>>^6B7{5R|HlX0ysjI=mo97l1;PgT%23h7 z=kl*UfZZTWBln8>7%l!!gSc9}hiG}&|5&X3|GjGeQ=8|%7c|(W{}o&1zZdks8{o?g 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