Upload 3 files
Browse files- config.yaml +63 -0
- unet/config.json +74 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
config.yaml
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debug: false
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seed: 42
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training:
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num_train_epochs: 10
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max_train_steps: null
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gradient_accumulation_steps: 1
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only_train_attention_layers: true
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gradient_checkpointing: true
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resume_path: 1053553/checkpoint-last
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use_EMA: true
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model:
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modality: depth
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pretrained_path: GonzaloMG/marigold-e2e-ft-depth
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checkpoint_path: null
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enable_xformers: true
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unet_positional_encoding: RoPE
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vae_use_RoPE: true
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metric_depth: false
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log_scale: true
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data:
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data_path: /home/pf/pfstaff/data
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dataset: PanoInfinigen
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scenes: both
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batch_size: 1
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use_data_augmentation: true
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optimization:
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learning_rate: 3e-4
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lr_exp_warmup_steps: 0.03
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adam_beta1: 0.9
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adam_beta2: 0.999
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adam_weight_decay: 1e-2
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adam_epsilon: 1e-8
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clip_grad_norm: true
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max_grad_norm: 1.0
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loss:
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l1_loss_weight: 1.0
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grad_loss_weight: 20.0
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normals_consistency_loss_weight: 0.1
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invalid_mask_weight: 0.0
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validation:
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run_validation: true
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run_tiny_validation: true
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tiny_val_frequency: 200
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logging:
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tracker_project_name: Pager
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model_save_path: checkpoints/
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model_save_frequency: 1
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loss_report_frequency: 1
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img_report_frequency: 200
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report_to: wandb
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tensorboard:
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log_path: logs
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wandb:
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run_name: 1053554
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unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.30.2",
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"_name_or_path": "GonzaloMG/marigold-e2e-ft-depth",
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": [
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5,
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10,
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20,
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20
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],
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"attention_type": "default",
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"block_out_channels": [
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320,
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640,
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1280,
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1280
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 1024,
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"cross_attention_norm": null,
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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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"dropout": 0.0,
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"dual_cross_attention": false,
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"encoder_hid_dim": null,
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"encoder_hid_dim_type": null,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 8,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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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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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 4,
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"projection_class_embeddings_input_dim": null,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "default",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 96,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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],
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"upcast_attention": false,
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"use_RoPE": true,
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"use_linear_projection": true
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}
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unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2555cac1658c9a2c4909c821fb84d3963cd2e93d12e6acb20fd2eab4c0aa80aa
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size 3463772592
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