52 lines
2.5 KiB
Markdown
52 lines
2.5 KiB
Markdown
# Documentation
|
|
- Class name: WeightAdjustAllAddNode
|
|
- Category: Animate Diff 🎭🅐🅓/ad settings/weight adjust
|
|
- Output node: False
|
|
- Repo Ref: https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved.git
|
|
|
|
在`WeightAdjustAllAddNode`类中，`get_weight_adjust`方法旨在对模型中的所有权重应用统一的调整。它通过接受一个加法值，并可选择性地打印调整细节来实现这一点。该方法在动画差异处理过程中微调模型权重至关重要，确保调整一致地应用于整个模型。
|
|
|
|
# Input types
|
|
## Required
|
|
- all_ADD
|
|
- 参数`all_ADD`指定了模型中所有权重应该调整的量。这是一个关键的输入，因为它直接影响权重调整的大小，从而影响调整后模型的性能。
|
|
- Comfy dtype: FLOAT
|
|
- Python dtype: float
|
|
- print_adjustment
|
|
- 标志`print_adjustment`决定是否打印权重调整的详细信息。这对于调试或监控对模型权重所做的调整非常有用。
|
|
- Comfy dtype: BOOLEAN
|
|
- Python dtype: bool
|
|
## Optional
|
|
- prev_weight_adjust
|
|
- 参数`prev_weight_adjust`允许提供先前的权重调整组，可用于建立或修改现有的权重调整。这个参数是可选的，但可以增强权重调整过程的灵活性。
|
|
- Comfy dtype: WEIGHT_ADJUST
|
|
- Python dtype: AdjustGroup
|
|
|
|
# Output types
|
|
- WEIGHT_ADJUST
|
|
- `get_weight_adjust`方法的输出是一个`AdjustGroup`对象，它包含了应用指定的`all_ADD`值后的结果权重调整。这个对象很重要，因为它代表了调整后模型权重的更新状态。
|
|
- Comfy dtype: WEIGHT_ADJUST
|
|
- Python dtype: AdjustGroup
|
|
|
|
# Usage tips
|
|
- Infra type: CPU
|
|
|
|
# Source code
|
|
```
|
|
class WeightAdjustAllAddNode:
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(s):
|
|
return {'required': {'all_ADD': ('FLOAT', {'default': 0.0, 'min': -2.0, 'max': 2.0, 'step': 1e-06}), 'print_adjustment': ('BOOLEAN', {'default': False})}, 'optional': {'prev_weight_adjust': ('WEIGHT_ADJUST',)}}
|
|
RETURN_TYPES = ('WEIGHT_ADJUST',)
|
|
CATEGORY = 'Animate Diff 🎭🅐🅓/ad settings/weight adjust'
|
|
FUNCTION = 'get_weight_adjust'
|
|
|
|
def get_weight_adjust(self, all_ADD: float, print_adjustment: bool, prev_weight_adjust: AdjustGroup=None):
|
|
if prev_weight_adjust is None:
|
|
prev_weight_adjust = AdjustGroup()
|
|
prev_weight_adjust = prev_weight_adjust.clone()
|
|
adjust = AdjustWeight(all_ADD=all_ADD, print_adjustment=print_adjustment)
|
|
prev_weight_adjust.add(adjust)
|
|
return (prev_weight_adjust,)
|
|
``` |