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Delete ckpts/image-to-shape-diffusion

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ckpts/image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6/config.yaml DELETED
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- name: michelangelo-image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6-170k
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- description: ''
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- tag: michelangelo-aligned-autoencoder+n4096+noise0.0+pfeat3+zeroemb0.0+normembFalse+lr5e-05+qkvbiasFalse+nfreq8+ln_postTrue
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- seed: 0
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- use_timestamp: true
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- timestamp: ''
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- exp_root_dir: outputs
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- exp_dir: outputs/michelangelo-image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6-170k
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- trial_name: michelangelo-aligned-autoencoder+n4096+noise0.0+pfeat3+zeroemb0.0+normembFalse+lr5e-05+qkvbiasFalse+nfreq8+ln_postTrue
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- trial_dir: outputs/michelangelo-image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6-170k/michelangelo-aligned-autoencoder+n4096+noise0.0+pfeat3+zeroemb0.0+normembFalse+lr5e-05+qkvbiasFalse+nfreq8+ln_postTrue
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- n_gpus: 8
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- resume: ./ckpts/3DNativeGeneration/michelangelo-image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6-170k.ckpt
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- data_type: objaverse-datamodule
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- data:
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- root_dir: data/objaverse_clean/cap3d_high_quality_170k_images
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- data_type: occupancy
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- n_samples: 4096
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- noise_sigma: 0.0
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- load_supervision: false
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- supervision_type: occupancy
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- n_supervision: 10000
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- load_image: true
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- image_data_path: data/objaverse_clean/raw_data/images/cap3d_high_quality_170k
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- image_type: mvrgb
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- idx:
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- - 0
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- - 4
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- - 8
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- - 12
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- - 16
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- n_views: 4
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- load_caption: false
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- rotate_points: false
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- batch_size: 32
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- num_workers: 16
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- system_type: shape-diffusion-system
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- system:
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- val_samples_json: val_data/mv_images/val_samples_rgb_mvimage.json
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- z_scale_factor: 1.0
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- guidance_scale: 7.5
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- num_inference_steps: 50
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- eta: 0.0
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- shape_model_type: michelangelo-aligned-autoencoder
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- shape_model:
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- num_latents: 256
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- embed_dim: 64
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- point_feats: 3
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- out_dim: 1
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- num_freqs: 8
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- include_pi: false
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- heads: 12
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- width: 768
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- num_encoder_layers: 8
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- num_decoder_layers: 16
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- use_ln_post: true
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- init_scale: 0.25
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- qkv_bias: false
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- use_flash: true
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- use_checkpoint: true
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- condition_model_type: clip-embedder
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- condition_model:
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- pretrained_model_name_or_path: openai/clip-vit-large-patch14
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- encode_camera: true
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- camera_embeds_dim: 32
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- n_views: 4
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- empty_embeds_ratio: 0.1
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- normalize_embeds: false
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- zero_uncond_embeds: true
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- denoiser_model_type: simple-denoiser
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- denoiser_model:
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- input_channels: 64
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- output_channels: 64
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- n_ctx: 256
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- width: 768
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- layers: 6
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- heads: 12
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- context_dim: 1024
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- init_scale: 1.0
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- skip_ln: true
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- use_checkpoint: true
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- noise_scheduler_type: diffusers.schedulers.DDPMScheduler
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- noise_scheduler:
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- num_train_timesteps: 1000
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- beta_start: 0.00085
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- beta_end: 0.012
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- beta_schedule: scaled_linear
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- variance_type: fixed_small
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- clip_sample: false
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- denoise_scheduler_type: diffusers.schedulers.DDIMScheduler
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- denoise_scheduler:
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- num_train_timesteps: 1000
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- beta_start: 0.00085
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- beta_end: 0.012
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- beta_schedule: scaled_linear
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- clip_sample: false
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- set_alpha_to_one: false
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- steps_offset: 1
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- loggers:
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- wandb:
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- enable: false
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- project: JiangXin
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- name: text-to-shape-diffusion+michelangelo-image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6-170k+michelangelo-aligned-autoencoder+n4096+noise0.0+pfeat3+zeroemb0.0+normembFalse+lr5e-05+qkvbiasFalse+nfreq8+ln_postTrue
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- loss:
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- loss_type: mse
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- lambda_diffusion: 1.0
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- optimizer:
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- name: AdamW
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- args:
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- lr: 5.0e-05
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- betas:
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- - 0.9
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- - 0.99
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- eps: 1.0e-06
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- scheduler:
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- name: SequentialLR
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- interval: step
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- schedulers:
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- - name: LinearLR
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- interval: step
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- args:
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- start_factor: 1.0e-06
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- end_factor: 1.0
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- total_iters: 5000
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- - name: CosineAnnealingLR
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- interval: step
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- args:
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- T_max: 5000
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- eta_min: 0.0
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- milestones:
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- - 5000
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- trainer:
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- num_nodes: 2
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- max_epochs: 100000
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- log_every_n_steps: 5
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- num_sanity_val_steps: 1
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- check_val_every_n_epoch: 3
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- enable_progress_bar: true
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- precision: 16-mixed
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- strategy: ddp_find_unused_parameters_true
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- checkpoint:
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- save_last: true
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- save_top_k: -1
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- every_n_train_steps: 5000
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ckpts/image-to-shape-diffusion/clip-mvrgb-modln-l256-e64-ne8-nd16-nl6/model.ckpt DELETED
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