End of training

README.md

@@ -0,0 +1,43 @@
+---
+base_model: CompVis/stable-diffusion-v1-4
+library_name: diffusers
+license: creativeml-openrail-m
+tags:
+- text-to-image
+- diffusers
+- lora
+- diffusers-training
+- if
+- if-diffusers
+inference: true
+instance_prompt: a sks dog
+---
+
+<!-- This model card has been generated automatically according to the information the training script had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+
+# LoRA DreamBooth - yj373/LoRA-DreamBooth-dog6-v1-4
+
+These are LoRA adaption weights for CompVis/stable-diffusion-v1-4. The weights were trained on a sks dog using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following. 
+
+
+
+LoRA for the text encoder was enabled: False.
+
+
+## Intended uses & limitations
+
+#### How to use
+
+```python
+# TODO: add an example code snippet for running this diffusion pipeline
+```
+
+#### Limitations and bias
+
+[TODO: provide examples of latent issues and potential remediations]
+
+## Training details
+
+[TODO: describe the data used to train the model]

checkpoint-1000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d119a10ef70298a445fdd726bcb147406b5dcc8945e70d3e72daf415b947f54
+size 24820218

checkpoint-1000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14ae550662e54a5afa72328a92c9bd41c0d02f4faa9549c1220f5cb8232bd0dc
+size 12375240

checkpoint-1000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d856947f28f31630631cdee38bd19000832a68a9becc71e6f49abc357649c70
+size 14408

checkpoint-1000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e9b283bec3f65a1033f4360bc04acec7dc440ba369693bd4df422dab6f1bb23
+size 1000

checkpoint-200/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:756424c1e6766e79ba4c370ab98dfd0996c420339e6a23307cc07c97aef0f23c
+size 24820218

checkpoint-200/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2657e96425995e3ffecaa596bfd89605ce16c01697cb9e7f4266ca463bb112a5
+size 12375240

checkpoint-200/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5af166ffb7d95bca0b3efd3205eaa59d4f6dfe68775ebf173ee9641c6ae1d2c
+size 14408

checkpoint-200/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd934bec7becf10113d310c67a4912f5c4625b42ded2976092b326b277fd3f4e
+size 1000

checkpoint-400/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff59a6a144ca691dcd9270c07c64fd81915641a6e63e1c7789d49db45ba08149
+size 24820218

checkpoint-400/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f79b84cd8b2a7f5aff13fac39471c27502f4547c08331be8350d1bcea9f0b832
+size 12375240

checkpoint-400/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ecca83d736bdc503bb04fcf4734deca5d1aaa5bab1f15c08e0e7abd2413e639
+size 14408

checkpoint-400/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f6606d9df0ee143a88efb0e202d6f555d4555179d31264953939bb96d701078
+size 1000

checkpoint-600/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9951bc64de7ab0e9d68c2b92d10f1d95da189ef80a7bf7da1af3cba819ed6e7
+size 24820218

checkpoint-600/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a24fafb3689ab4a10c78e42c9ac511c7a16235ba6b8ebe3d33603add744d9817
+size 12375240

checkpoint-600/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec9b37302ff2015d1fe9df4434a4012cc9d9ee8cb43baa268b9091ee998b0715
+size 14408

checkpoint-600/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65d0f4cf8c3c0241a6b2d9162f4ebe93b10862fc46b45bf25c3aa81f5c671ff2
+size 1000

checkpoint-800/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c04d06d01b2aa95cdd2d501e14598092d248983024b025ada997adc632da484
+size 24820218

checkpoint-800/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8f76c8301736121a9c81670e1cedd5b6733eb0250a10c286d4f5f57efc92c8a
+size 12375240

checkpoint-800/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:195f9b8527271a892ea4d7e7a5f8cfead51846ec9a985e97aa2294107dedffa0
+size 14408

checkpoint-800/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:713004564c25860fc3dc57d8bb77309b699fa62e9688151dd3e37b39d5785dc6
+size 1000

logs/dreambooth-lora/1730956362.8136945/events.out.tfevents.1730956362.R2703.2981744.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc050405219b017a648ccdd66d21ae8eace298bca0af88b048c4e4bdc392949c
+size 3354

logs/dreambooth-lora/1730956362.817667/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 4.641049440152166e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 21
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.9701093303813977
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730956896.5328133/events.out.tfevents.1730956896.R2703.3000304.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6beba226faca820a5920e8bb277bcfa28a4716aa62d2594413ff1b67355e152c
+size 3354

logs/dreambooth-lora/1730956896.5375195/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 5.940846940908449e-06
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 10
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 0.8732966271001872
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730957413.729183/events.out.tfevents.1730957413.R2703.3011868.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8870bb2657657caef2535d303bb6093210e6eb14e97d8cf79e54355ba26df225
+size 3354

logs/dreambooth-lora/1730957413.733907/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 2.2543058158740425e-06
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 24
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.163748992901831
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730957911.6001303/events.out.tfevents.1730957911.R2703.3023137.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81fbe76d736202bcf66bbc7b51d772e280ea3814aa6a3cbbcb9c599469450616
+size 3354

logs/dreambooth-lora/1730957911.6044276/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 7.188169432219669e-06
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 24
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 0.9370388031051758
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730958403.5657232/events.out.tfevents.1730958403.R2703.3034313.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27f9c860283d7f8e3090caf2077e927dcf04af92f977e6af8d94728e363704d2
+size 3354

logs/dreambooth-lora/1730958403.570436/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 2.0690853230241295e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 24
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.945562122004571
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730958893.5383384/events.out.tfevents.1730958893.R2703.3045079.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18fbc69db32bf0d8739babf368e4943dac947e01941bdd592be88b75c3f6af39
+size 3354

logs/dreambooth-lora/1730958893.5427158/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 2.884709139588221e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 25
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.301723308512177
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730959378.874885/events.out.tfevents.1730959378.R2703.3056142.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4c4e524f8ac449ee1f353a520ab6319484c6c8df079ffa6a1558b49f3401f43
+size 3354

logs/dreambooth-lora/1730959378.8792422/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 3.4511046919708692e-06
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 28
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.63929928418741
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730959862.828024/events.out.tfevents.1730959862.R2703.3066992.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4880b0092ba0021a3fa09bf7a5e5eba797b7fcc19143dd73b20de990fb268e5
+size 3354

logs/dreambooth-lora/1730959862.832391/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 3.46839110846008e-06
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 29
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 0.20965808139221484
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730960343.639547/events.out.tfevents.1730960343.R2703.3077844.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c09705492ff6b7dd355c7cff087e0f562fda40f8ed877ea7dd162292547c865
+size 3354

logs/dreambooth-lora/1730960343.6439247/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 6.484963907450085e-06
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 16
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.5756147584908948
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730960823.853412/events.out.tfevents.1730960823.R2703.3088761.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91c8f278f8170f5b207922f7632e990dd5a4ecaa210b97b256d44066b5d827b2
+size 3354

logs/dreambooth-lora/1730960823.8577096/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 1.1927535434483305e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 12
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.7330548268158878
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730961302.8406203/events.out.tfevents.1730961302.R2703.3099433.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbae3dea30f4f84bddc756ba30e221c14f06553d22fb3c52242c621549ace04a
+size 3354

logs/dreambooth-lora/1730961302.8449593/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 4.0996502896911795e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 12
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 1.1641701878556643
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730961781.175299/events.out.tfevents.1730961781.R2703.3110488.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4bec06d68dd9001954a530a38aed100d463fb1af6a611a2b6ecfc8fe4a3c99f
+size 3354

logs/dreambooth-lora/1730961781.1801395/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 9.97822896213612e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 17
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 0.3691301881808483
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730962257.249799/events.out.tfevents.1730962257.R2703.3121328.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a12c15181fb1e301dffdfd3dc98081ca2369e5f86ae924bc2b9963e2cee5365c
+size 3354

logs/dreambooth-lora/1730962257.2545514/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 8.863713174482346e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 19
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 0.5365506958354909
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730962732.205113/events.out.tfevents.1730962732.R2703.3131854.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb9564423c6f920a6d12aee593165403f9af0807831a545b94745ab15ad25c00
+size 3354

logs/dreambooth-lora/1730962732.2095037/hparams.yml

@@ -0,0 +1,71 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+checkpoints_total_limit: null
+class_data_dir: output/class_data/dog6
+class_labels_conditioning: null
+class_prompt: a dog
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: Dataset/DreamBooth/dog6
+instance_prompt: a sks dog
+instance_seg_dir: Dataset/DreamBooth/dog6_seg
+learning_rate: 7.997494448093877e-05
+local_rank: -1
+logging_dir: logs
+lora: false
+lora_alpha: 32
+lora_bias: none
+lora_dropout: 0.0
+lora_r: 16
+lora_text_encoder_alpha: 32
+lora_text_encoder_bias: none
+lora_text_encoder_dropout: 0.0
+lora_text_encoder_r: 8
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+mse_snr_gamma: null
+mse_weight: 1.0
+num_class_images: 100
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: output/LoRA-DreamBooth-dog6-v1-4
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: /dev/shm/alexJiang/source/SD1_4
+prior_generation_precision: null
+prior_loss_weight: 0.237057168371115
+push_to_hub: false
+reg_snr_gamma: null
+reg_snr_mode: 0
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+skip_save_text_encoder: false
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+with_prior_preservation: true

logs/dreambooth-lora/1730963206.2383225/events.out.tfevents.1730963206.R2703.3142556.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:810d95d2e2fb55e1fd17e44cd0629f53d564de2bbfb12483f8c16b3f9cdfc189
+size 3354