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ErnestBeckham
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MMM

mmm
motion-matching
character-animation
state-space-model
mamba
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MMM
File size: 1,692 Bytes
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{
  "args": {
    "dataset": "/kaggle/input/datasets/ernestbeckham/lafan1/bvh",
    "dataset_legacy": "",
    "dataset_legacy2": "",
    "pattern": "walk*,run*,sprint*",
    "fps": 60.0,
    "max_frames": 0,
    "full_skeleton": false,
    "rebuild_database": false,
    "out": "",
    "work_dir": "",
    "database_dir": "",
    "cache_dir": "",
    "run_name": "phase1",
    "window": 64,
    "stride": 32,
    "batch_size": 16,
    "validation_fraction": 0.15,
    "workers": 0,
    "backbone": "mamba",
    "d_model": 256,
    "n_layers": 4,
    "d_state": 16,
    "head": "full",
    "no_contacts": false,
    "input_dropout": 0.0,
    "hidden_dropout": 0.0,
    "use_retrieval": false,
    "k": 4,
    "retrieval_dropout": 0.1,
    "no_leave_one_clip_out": false,
    "epochs": 50,
    "learning_rate": 0.001,
    "weight_decay": 0.0001,
    "grad_clip": 1.0,
    "lr_schedule": "cosine",
    "warmup_epochs": 1.0,
    "min_lr_factor": 0.05,
    "ss_start": 2,
    "ss_end": 15,
    "ss_max": 0.8,
    "patience": 10,
    "monitor": "val_rollout_total",
    "monitor_start_epoch": 0,
    "rollout_eval_batches": 8,
    "residual_weight": 0.0,
    "compile_policy": false,
    "lr_scale": "linear",
    "device": null,
    "seed": 0,
    "no_tensorboard": false,
    "progress_every": 25,
    "resume": "auto",
    "hf_repo": "ErnestBeckham/mmm",
    "hf_public": false,
    "hf_license": ""
  },
  "workspace": {
    "platform": "kaggle",
    "root": "/kaggle/working",
    "out": "/kaggle/working/runs/phase1",
    "database": "/kaggle/working/data/databases/phase1",
    "cache": "/kaggle/working/data/cache"
  },
  "world_size": 2,
  "effective_batch": 32,
  "learning_rate": 0.002
}