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FOLDER: './experiments_t2m' |
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TEST_FOLDER: './experiments_t2m_test' |
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NAME: 'motionlcm_humanml' |
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TRAIN: |
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DATASETS: ['humanml3d'] |
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BATCH_SIZE: 256 |
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SPLIT: 'train' |
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NUM_WORKERS: 8 |
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PERSISTENT_WORKERS: true |
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SEED_VALUE: 1234 |
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PRETRAINED: 'experiments_t2m/mld_humanml/mld_humanml.ckpt' |
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validation_steps: -1 |
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validation_epochs: 50 |
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checkpointing_steps: -1 |
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checkpointing_epochs: 50 |
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max_train_steps: -1 |
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max_train_epochs: 1000 |
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learning_rate: 2e-4 |
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lr_scheduler: "cosine" |
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lr_warmup_steps: 1000 |
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adam_beta1: 0.9 |
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adam_beta2: 0.999 |
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adam_weight_decay: 0.0 |
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adam_epsilon: 1e-08 |
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max_grad_norm: 1.0 |
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w_min: 5.0 |
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w_max: 15.0 |
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num_ddim_timesteps: 50 |
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loss_type: 'huber' |
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huber_c: 0.001 |
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unet_time_cond_proj_dim: 256 |
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ema_decay: 0.95 |
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EVAL: |
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DATASETS: ['humanml3d'] |
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BATCH_SIZE: 32 |
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SPLIT: 'test' |
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NUM_WORKERS: 12 |
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TEST: |
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DATASETS: ['humanml3d'] |
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BATCH_SIZE: 1 |
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SPLIT: 'test' |
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NUM_WORKERS: 12 |
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CHECKPOINTS: 'experiments_t2m/motionlcm_humanml/motionlcm_humanml.ckpt' |
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REPLICATION_TIMES: 20 |
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MM_NUM_SAMPLES: 100 |
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MM_NUM_REPEATS: 30 |
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MM_NUM_TIMES: 10 |
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DIVERSITY_TIMES: 300 |
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DATASET: |
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SMPL_PATH: './deps/smpl' |
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WORD_VERTILIZER_PATH: './deps/glove/' |
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HUMANML3D: |
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PICK_ONE_TEXT: true |
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FRAME_RATE: 20.0 |
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UNIT_LEN: 4 |
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ROOT: './datasets/humanml3d' |
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SPLIT_ROOT: './datasets/humanml3d' |
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SAMPLER: |
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MAX_LEN: 196 |
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MIN_LEN: 40 |
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MAX_TEXT_LEN: 20 |
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METRIC: |
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DIST_SYNC_ON_STEP: true |
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TYPE: ['TM2TMetrics'] |
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model: |
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target: 'modules' |
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latent_dim: [1, 256] |
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guidance_scale: 7.5 |
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guidance_uncondp: 0.0 |
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is_controlnet: false |
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t2m_textencoder: |
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dim_word: 300 |
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dim_pos_ohot: 15 |
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dim_text_hidden: 512 |
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dim_coemb_hidden: 512 |
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t2m_motionencoder: |
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dim_move_hidden: 512 |
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dim_move_latent: 512 |
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dim_motion_hidden: 1024 |
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dim_motion_latent: 512 |
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bert_path: './deps/distilbert-base-uncased' |
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clip_path: './deps/clip-vit-large-patch14' |
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t5_path: './deps/sentence-t5-large' |
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t2m_path: './deps/t2m/' |
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