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AIS_BI_LSTM_v0

Safetensors
motion-inbetweening
keypose-extraction
character-animation
adaptive-interpolation-synthesis
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AIS_BI_LSTM_v0
File size: 2,649 Bytes
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{
  "config": {
    "character_name": "pocoyo",
    "module_name": "seq2seq",
    "model": {
      "hidden_size": 512,
      "num_layers": 2,
      "dropout": 0.3003,
      "last_layer_mode": "ais"
    },
    "masking": {
      "mask_generator": {
        "strategy_name": "random_block_keyframes",
        "ratio_masked_block_keyframes": 0.0
      },
      "mask_applier": {
        "concat_mode": "concat_dim",
        "fill_mode": "zeros"
      },
      "test_mask_generator": {
        "strategy_name": "random_block_keyframes",
        "ratio_masked_block_keyframes": 0.0
      },
      "predict_mask_generator": {
        "strategy_name": "manual"
      }
    },
    "optimization": {
      "optimizer": {
        "name": "AdamW",
        "lr": 0.0001,
        "tune_lr": false,
        "params": {
          "weight_decay": 0.001
        }
      },
      "lr_scheduler": {
        "name": "CyclicLR",
        "params": {
          "base_lr": 6.897e-07,
          "max_lr": 0.001805,
          "step_size_up": 100.0,
          "mode": "triangular2"
        }
      },
      "regularization": {
        "last_layer_regularization": false,
        "last_layer_regularization_weight": 0.001,
        "full_model_regularization": false,
        "full_model_regularization_weight": 1e-08
      }
    },
    "losses": {
      "pose_loss": {
        "reduction": "none"
      },
      "speed_loss": {
        "reduction": "mean"
      },
      "acceleration_loss": {
        "reduction": "mean"
      },
      "jerk_loss": {
        "reduction": "mean"
      },
      "controller_keyframes_prediction_loss": {
        "reduction": "none",
        "pos_weight": 1.0
      },
      "weights": {
        "pose": 1.0,
        "speed": 0.0,
        "acceleration": 0.0,
        "jerk": 0.0,
        "controller_keyframes_prediction": 0.0,
        "frame_weights": null,
        "controller_keyframes_weights": null
      },
      "auto_weighting_loss": true
    },
    "do_controller_keyframes_prediction": false,
    "post_processing": {
      "do_controller_keyframes_reduction": false,
      "threshold_controller_keyframes_reduction": null
    }
  },
  "controllers_config": {
    "default_controllers_path": "motion_inbetweening/infra/configs/controllers_configs/pocoyo/pcy_default_controllers.yaml",
    "trainable_controllers_path": "motion_inbetweening/infra/configs/controllers_configs/pocoyo/pcy_trainable_controllers_without_coeff.yaml",
    "simplify_classes_path": null
  },
  "transformations_keyframe_division_strategy": null,
  "has_mean_pose_normalizer": false,
  "has_std_pose_normalizer": false,
  "epoch": 388,
  "global_step": 19061
}