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Add checkpoint for train_ex11

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Files changed (11) hide show
  1. train_ex11/checkpoint-235260/albedo_estimator/config.json +17 -0
  2. train_ex11/checkpoint-235260/albedo_estimator/diffusion_pytorch_model.safetensors +3 -0
  3. train_ex11/checkpoint-235260/controlnet/config.json +56 -0
  4. train_ex11/checkpoint-235260/controlnet/diffusion_pytorch_model.safetensors +3 -0
  5. train_ex11/checkpoint-235260/custom_encoder/config.json +9 -0
  6. train_ex11/checkpoint-235260/custom_encoder/diffusion_pytorch_model.safetensors +3 -0
  7. train_ex11/checkpoint-235260/custom_unet.pth +3 -0
  8. train_ex11/checkpoint-235260/optimizer.bin +3 -0
  9. train_ex11/checkpoint-235260/random_states_0.pkl +3 -0
  10. train_ex11/checkpoint-235260/scheduler.bin +3 -0
  11. train_ex11/config.yaml +144 -0
train_ex11/checkpoint-235260/albedo_estimator/config.json ADDED
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+ {
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+ "_class_name": "AlbedoWrapper",
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+ "_diffusers_version": "0.33.1",
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+ "cfg": {
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+ "enabled": true,
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+ "frozen_components": [
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+ "ord_model",
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+ "iid_model",
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+ "col_model"
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+ ],
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+ "load_stage": 3,
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+ "trainable_components": [
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+ "alb_model"
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+ ],
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+ "version": "v2"
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+ }
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+ }
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+ {
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+ "_class_name": "ControlNetModel",
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+ "_diffusers_version": "0.33.1",
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+ "act_fn": "silu",
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+ "addition_embed_type_num_heads": 64,
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+ "block_out_channels": [
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+ 16,
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+ 256
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+ "controlnet_conditioning_channel_order": "rgb",
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+ "cross_attention_dim": 1024,
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+ "down_block_types": [
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+ "CrossAttnDownBlock2D",
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+ "CrossAttnDownBlock2D",
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+ "CrossAttnDownBlock2D",
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+ "DownBlock2D"
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+ ],
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+ "downsample_padding": 1,
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+ "encoder_hid_dim": null,
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+ "flip_sin_to_cos": true,
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+ "freq_shift": 0,
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+ "global_pool_conditions": false,
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+ "in_channels": 4,
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+ "layers_per_block": 2,
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+ "mid_block_scale_factor": 1,
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+ "mid_block_type": "UNetMidBlock2DCrossAttn",
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+ "norm_eps": 1e-05,
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+ "norm_num_groups": 32,
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+ "only_cross_attention": false,
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+ "resnet_time_scale_shift": "default",
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+ "transformer_layers_per_block": 1,
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+ "upcast_attention": true,
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+ "use_linear_projection": true
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+ }
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train_ex11/checkpoint-235260/custom_encoder/config.json ADDED
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+ {
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+ "Ba": 4,
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+ "Bc": 4,
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+ "Bi": 4,
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+ "K": 4,
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+ "_class_name": "CustomEncoder",
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+ "_diffusers_version": "0.33.1",
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+ "cross_dim": 1024
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+ }
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train_ex11/checkpoint-235260/custom_unet.pth ADDED
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train_ex11/checkpoint-235260/optimizer.bin ADDED
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train_ex11/config.yaml ADDED
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+ experiment:
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+ project_name: relighting_indoors
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+ output_dir: train_ex11
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+ logging_dir: logs
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+ report_to: tensorboard
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+ model:
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+ pretrained_model_name_or_path: /mnt/HDD3/miayan/paper/envs/huggingface_cache/models--stabilityai--stable-diffusion-2-1/snapshots/5cae40e6a2745ae2b01ad92ae5043f95f23644d6
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+ revision: null
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+ variant: null
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+ tokenizer_name: null
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+ hf_repo_id: Miayan/project
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+ hf_version: null
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+ pretrain_unet_path: scribblelight_controlnet/checkpoint-10000
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+ resume_from_checkpoint: latest
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+ enable_ambient_cond: true
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+ light_encoder:
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+ cross_dim: 512
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+ K: 4
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+ Bi: 4
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+ Bc: 4
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+ Ba: 4
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+ albedo_estimator:
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+ enabled: true
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+ version: v2
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+ load_stage: 3
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+ frozen_components:
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+ - ord_model
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+ - iid_model
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+ - col_model
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+ trainable_components:
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+ - alb_model
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+ data:
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+ dataset_cache_dir: /mnt/HDD3/miayan/paper/relighting_datasets/
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+ data_hf_repo_id: Miayan/physical-relighting-dataset
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+ data_split: test
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+ resolution: 512
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+ dataloader_num_workers: 0
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+ condition_mode: lightmap_normal
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+ relighting_impl: gemini_amb
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+ use_ambient_in_controlnet: false
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+ use_color_on_lightmap: true
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+ colors:
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+ - - 255
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+ - 255
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+ - 255
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+ - - 255
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+ - 0
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+ - 0
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+ - - 0
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+ - - 0
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+ - 0
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+ intensities:
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+ - 0.0
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+ - 0.1
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+ - 0.2
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+ - 0.4
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+ - 0.7
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+ - 1.0
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+ training:
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+ batch_size: 1
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+ num_epochs: 20
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+ max_train_steps: null
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+ max_train_samples: null
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+ seed: 42
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+ mixed_precision: 'no'
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+ allow_tf32: true
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+ gradient_accumulation_steps: 1
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+ checkpointing_steps: 5000
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+ checkpoints_total_limit: 3
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+ learning_rate: 5.0e-06
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+ scale_lr: false
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+ lr_scheduler: constant
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+ lr_warmup_steps: 500
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_weight_decay: 0.01
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+ adam_epsilon: 1.0e-08
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+ max_grad_norm: 1.0
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+ use_8bit_adam: false
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+ set_grads_to_none: false
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+ losses:
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+ phys_loss:
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+ enabled: true
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+ weight: 1.0
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+ latent_loss:
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+ enabled: true
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+ weight: 1.0
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+ image_loss:
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+ enabled: true
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+ weight: 1.0
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+ ssim_loss:
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+ enabled: false
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+ weight: 0.2
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+ area_loss:
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+ enabled: false
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+ weight: 10.0
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+ intensity_loss:
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+ enabled: false
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+ weight: 1.0
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+ recon_loss:
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+ enabled: false
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+ weight: 1.0
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+ keep_aux_models_on_gpu: true
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+ sup_structure_loss:
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+ enabled: true
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+ weight: 1.0
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+ enable_decay: true
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+ start_weight: 1.0
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+ end_weight: 0.1
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+ decay_steps: 5000
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+ self_recon_loss:
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+ enabled: true
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+ mode: teacher
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+ weight: 2.0
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+ affine_alignment: true
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+ epsilon: 0.05
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+ staging:
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+ switch_epoch: 5
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+ stage1_weight: 2.0
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+ stage2_weight: 0.5
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+ consistency_loss:
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+ enabled: true
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+ weight: 1.0