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FFN_Models
File size: 3,145 Bytes
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{
  "fov": 33,
  "delta": 6,
  "move_threshold": 0.9,
  "move_gate": "facemax",
  "pom_init": 0.05,
  "pom_ratchet": true,
  "pom_ratchet_scope": "step",
  "train_offcentre": true,
  "min_fov_steps": 1,
  "w_other": 2.5,
  "w_blind": 1.0,
  "tgt_hi": 0.95,
  "tgt_lo": 0.05,
  "logit_clamp": 6.9,
  "commit_cost_ratio": 10.0,
  "train_pos_frac": 0.251,
  "commit_threshold_override": 0.5,
  "commit_seed_cc": true,
  "fmaps": 32,
  "depth": 8,
  "skip_alpha": 0.0,
  "in_channels": 2,
  "partition_bins": [
    0.0,
    0.01,
    0.02,
    0.03,
    0.04,
    0.05,
    0.06,
    0.075,
    0.1,
    0.2,
    0.3,
    0.4,
    0.5,
    0.6,
    0.7,
    0.8,
    0.9,
    1.0
  ],
  "min_bin_edge": 0.02,
  "min_instance_size": 2000,
  "coord_margin": null,
  "strict_margin": true,
  "batch_per_gpu": 32,
  "lr": 0.001,
  "weight_decay": 0.01,
  "grad_clip": 1.0,
  "max_steps": 755000,
  "warmup_steps": 20000,
  "rampB_steps": 80000,
  "max_unroll": 8,
  "walk_radius": 12,
  "seed_pad": 1,
  "additive_pom": false,
  "teacher_force_steps": 60000,
  "extend_base_step": 555000,
  "extend_peak_lr": 5e-05,
  "extend_warm_steps": 5000,
  "extend_decay_frac": 0.25,
  "augment": true,
  "aug_geom": true,
  "aug_rot_deg": 16.0,
  "aug_scale": 0.12,
  "aug_shear": 0.06,
  "aug_p_geom": 0.9,
  "aug_gain": 0.25,
  "aug_bias": 0.1,
  "aug_gamma": 0.5,
  "aug_contrast": 0.3,
  "aug_noise": 0.05,
  "aug_blur_sigma": 1.2,
  "aug_biasfield": 0.3,
  "aug_p_gain": 0.8,
  "aug_p_bias": 0.5,
  "aug_p_gamma": 0.5,
  "aug_p_contrast": 0.4,
  "aug_p_noise": 0.7,
  "aug_p_blur": 0.3,
  "aug_p_biasfield": 0.4,
  "amp_dtype": "bfloat16",
  "cubes_on_gpu": false,
  "prefetch_depth": 2,
  "channels_last": true,
  "compile": true,
  "compile_mode": "max-autotune-no-cudagraphs",
  "hardneg_frac": 0.5,
  "hardneg_radius": 6,
  "contact_radius": 2,
  "blind_hardneg": true,
  "gap_intensity_frac": 0.5,
  "synth_val_n": 60,
  "seed": 1234,
  "real_frac": 0.2,
  "real_val_n": 15,
  "inf_move_threshold": 0.9,
  "inf_move_gate": "facemax",
  "inf_fov_iters": 6,
  "inf_fov_tol": 0.05,
  "inf_seed_min_edt": 1.0,
  "seed_spacing": 6,
  "seed_reject_radius": 3,
  "fill_max_steps": 20000,
  "consensus_scales": [
    1
  ],
  "eval_core_dirs": [
    "/root/data/evalcubes/EvalCubes",
    "/root/data/evalcubes/Scroll4EvalCubes"
  ],
  "eval_core_cubes": 2,
  "eval_core_seed_cap": 60,
  "core_thick_frac": 0.6,
  "eval_core_topk": 200,
  "consensus_directions": 2,
  "agglo_radius": 5,
  "agglo_consistency": 0.6,
  "agglo_enabled": false,
  "eval_every": 12500,
  "eval_cubes_real": 20,
  "eval_cubes_synth": 6,
  "eval_cubes_synth_early": 2,
  "eval_synth_full_step": 605000,
  "eval_crop": 128,
  "eval_seed_cap": 200,
  "eval_seed_per_inst": 8,
  "eval_seed_spacing": 8,
  "eval_fill_max_steps": 4000,
  "adjacency_radius": 3,
  "merge_theta": 0.1,
  "gateA_merge_rate": 0.05,
  "gateA_voi_merge": 0.5,
  "gateA_bridge_ok_frac": 0.9,
  "eval_seed_sets": 5,
  "select_merge_eps": 0.25,
  "gateA_nerl": 0.25,
  "select_nerl_floor": 0.015,
  "corpus_dir": "/root/surf/data/ffn_corpus_v4",
  "slab_dir": "/root/data/slab",
  "work_dir": "/root/surf/ffn_run6"
}