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mld_puni_finetune_resumed/args.yaml ADDED
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+ "# tyro YAML.\n!dataclass:MLDArgs\ndata_args: !dataclass:DataArgs\n body_type: smplx\n\
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+ \ cfg_path: ./config_files/config_hydra/motion_primitive/mp_h2_f8_r4.yaml\n data_dir:\
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+ \ ./data/mixed_seq_zero_male\n dataset: mp_seq_v2\n enforce_gender: male\n enforce_zero_beta:\
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+ \ 1\n feature_dim: 276\n future_length: 8\n history_length: 2\n num_primitive:\
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+ \ 4\n prob_static: 0.0\n text_tolerance: 0.0\n weight_scheme: text_samp:0.\n\
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+ denoiser_args: !dataclass:DenoiserArgs\n diffusion_args: !dataclass:DiffusionArgs\n\
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+ \ diffusion_steps: 10\n noise_schedule: cosine\n respacing: ''\n sigma_small:\
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+ \ true\n model_args: !dataclass:DenoiserTransformerArgs\n activation: gelu\n\
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+ \ clip_dim: 512\n cond_mask_prob: 0.1\n dropout: 0.1\n ff_size: 1024\n\
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+ \ h_dim: 512\n history_shape: !!python/tuple\n - 2\n - 276\n noise_shape:\
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+ \ !!python/tuple\n - 1\n - 256\n num_heads: 4\n num_layers: 8\n model_type:\
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+ \ transformer\n mvae_path: ./mvae/puni_vae/checkpoint_275000.pt\n rescale_latent:\
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+ \ 1\n train_rollout_history: rollout\n train_rollout_type: full\ndevice: cuda\n\
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+ exp_name: mld_puni_finetune_resumed\nsave_dir: !!python/object/apply:pathlib.PosixPath\n\
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+ - mld_denoiser\n- mld_puni_finetune_resumed\nseed: 0\ntorch_deterministic: true\n\
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+ track: 1\ntrain_args: !dataclass:TrainArgs\n anneal_lr: 1\n batch_size: 2048\n\
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+ \ ema_decay: 0.999\n grad_clip: 1.0\n learning_rate: 5.0e-06\n log_interval:\
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+ \ 1000\n resume_checkpoint: ./mld_denoiser/mld_puni_finetune_resumed/checkpoint_375000.pt\n\
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+ \ save_interval: 25000\n stage1_steps: 380000\n stage2_steps: 50000\n stage3_steps:\
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+ \ 0\n use_amp: 1\n use_predicted_joints: 0\n val_interval: 10000\n weight_feature_rec:\
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+ \ 5.0\n weight_joints_consistency: 0.0\n weight_joints_delta: 100000.0\n weight_kl:\
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+ \ 0.0001\n weight_latent_rec: 5.0\n weight_orient_delta: 100000.0\n weight_rec:\
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+ \ 1.0\n weight_smpl_joints_rec: 0.0\n weight_transl_delta: 100000.0\nwandb_entity:\
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+ \ interaction\nwandb_project_name: mld_denoiser\n"
mld_puni_finetune_resumed/args_read.yaml ADDED
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+ data_args:
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+ body_type: smplx
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+ cfg_path: ./config_files/config_hydra/motion_primitive/mp_h2_f8_r4.yaml
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+ data_dir: ./data/mixed_seq_zero_male
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+ dataset: mp_seq_v2
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+ enforce_gender: male
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+ enforce_zero_beta: 1
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+ feature_dim: 276
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+ future_length: 8
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+ history_length: 2
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+ num_primitive: 4
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+ prob_static: 0.0
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+ text_tolerance: 0.0
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+ weight_scheme: text_samp:0.
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+ denoiser_args:
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+ diffusion_args:
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+ diffusion_steps: 10
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+ noise_schedule: cosine
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+ respacing: ''
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+ sigma_small: true
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+ model_args:
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+ activation: gelu
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+ clip_dim: 512
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+ cond_mask_prob: 0.1
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+ dropout: 0.1
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+ ff_size: 1024
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+ h_dim: 512
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+ history_shape: !!python/tuple
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+ - 2
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+ - 276
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+ noise_shape: !!python/tuple
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+ - 1
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+ - 256
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+ num_heads: 4
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+ num_layers: 8
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+ model_type: transformer
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+ mvae_path: ./mvae/puni_vae/checkpoint_275000.pt
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+ rescale_latent: 1
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+ train_rollout_history: rollout
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+ train_rollout_type: full
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+ device: cuda
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+ exp_name: mld_puni_finetune_resumed
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+ save_dir: !!python/object/apply:pathlib.PosixPath
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+ - mld_denoiser
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+ - mld_puni_finetune_resumed
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+ seed: 0
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+ torch_deterministic: true
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+ track: 1
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+ train_args:
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+ anneal_lr: 1
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+ batch_size: 2048
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+ ema_decay: 0.999
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+ grad_clip: 1.0
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+ learning_rate: 5.0e-06
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+ log_interval: 1000
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+ resume_checkpoint: ./mld_denoiser/mld_puni_finetune_resumed/checkpoint_375000.pt
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+ save_interval: 25000
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+ stage1_steps: 380000
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+ stage2_steps: 50000
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+ stage3_steps: 0
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+ use_amp: 1
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+ use_predicted_joints: 0
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+ val_interval: 10000
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+ weight_feature_rec: 5.0
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+ weight_joints_consistency: 0.0
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+ weight_joints_delta: 100000.0
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+ weight_kl: 0.0001
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+ weight_latent_rec: 5.0
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+ weight_orient_delta: 100000.0
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+ weight_rec: 1.0
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+ weight_smpl_joints_rec: 0.0
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+ weight_transl_delta: 100000.0
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+ wandb_entity: interaction
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+ wandb_project_name: mld_denoiser
mld_puni_finetune_resumed/checkpoint_350000.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c83f733d6c17fa8f1a93633a131e7fda6b0b6cc5146bdd7c3cdf2f9823b50397
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+ size 82342402
mld_puni_finetune_resumed/checkpoint_375000.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:625adcb16c434430a103f790e67d1ef707f541f063a716111bff5560a5fbe00a
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+ size 82342402