Conducting an initial test with the Civitai LoRA trainer on a limited batch.Date: 2023-10-23T12:19:42 Title: FF_Potion_Generator
Resolution: 1024x1024 Architecture: stable-diffusion-xl-v1-base/lora
Network Dim/Rank: 32.0 Alpha: 1.0
Module: networks.lora
Learning Rate (LR): 0.0005 UNet LR: 0.0005 TE LR: 5e-05
Optimizer: bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)
Scheduler: cosine_with_restarts Warmup steps: 0
Epoch: 15 Batches per epoch: 250 Gradient accumulation steps: 1
Train images: 1000 Regularization images: 0
Multires noise iterations: 6.0 Multires noise discount: 0.3
Min SNR gamma: 5.0 Zero terminal SNR: True Max grad norm: 1.0 Clip skip: 1
Dataset dirs: 1
[img] 500 images
UNet weight average magnitude: 2.9637495446847635
UNet weight average strength: 0.010910434567277522
Text Encoder (1) weight average magnitude: 1.7253436262339745
Text Encoder (1) weight average strength: 0.0086376313085263
Text Encoder (2) weight average magnitude: 1.7251399575500794
Text Encoder (2) weight average strength: 0.006686976993287057
Conducting an initial test with the Civitai LoRA trainer on a limited batch.
Date: 2023-10-23T12:19:42 Title: FF_Potion_Generator
Resolution: 1024x1024 Architecture: stable-diffusion-xl-v1-base/lora
Network Dim/Rank: 32.0 Alpha: 1.0
Module: networks.lora
Learning Rate (LR): 0.0005 UNet LR: 0.0005 TE LR: 5e-05
Optimizer: bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)
Scheduler: cosine_with_restarts Warmup steps: 0
Epoch: 15 Batches per epoch: 250 Gradient accumulation steps: 1
Train images: 1000 Regularization images: 0
Multires noise iterations: 6.0 Multires noise discount: 0.3
Min SNR gamma: 5.0 Zero terminal SNR: True Max grad norm: 1.0 Clip skip: 1
Dataset dirs: 1
[img] 500 images
UNet weight average magnitude: 2.9637495446847635
UNet weight average strength: 0.010910434567277522
Text Encoder (1) weight average magnitude: 1.7253436262339745
Text Encoder (1) weight average strength: 0.0086376313085263
Text Encoder (2) weight average magnitude: 1.7251399575500794
Text Encoder (2) weight average strength: 0.006686976993287057