{
  "seed": 20261029,
  "epochs": 20000,
  "evaluation_epochs": [
    0,
    500,
    2000,
    4000,
    6000,
    10000,
    16000,
    20000
  ],
  "checkpoint_every": 100,
  "learning_rate": 0.0003,
  "minimum_learning_rate": 1e-05,
  "warmup_epochs": 50,
  "cosine_reference_epochs": 6000,
  "weight_decay": 0.0,
  "gradient_clip": 1.0,
  "precision": "FP32/TF32, no AMP",
  "input_channels": 3,
  "input_keep_indices": [
    0,
    1,
    2
  ],
  "extra_geometry": false,
  "train_cases": 1,
  "native_nodes": 100,
  "peak_quantile": 0.95,
  "peak_weight": 5.0,
  "best_criterion": "Report exact saved steps, no best checkpoint substitution",
  "id": "OFORMER_1M",
  "method": "oformer",
  "loss_kind": "local_VM_mse",
  "ts3": {
    "n_layers": 8,
    "n_hidden": 128,
    "n_head": 8,
    "slice_num": 4,
    "mlp_ratio": 2,
    "dropout": 0.0
  },
  "fno": {
    "input_channels": 50,
    "output_channels": 4,
    "resolution": 64,
    "width": 9,
    "modes": 7,
    "layers": 4,
    "latent_channels": 16,
    "head_width": 263,
    "checkpoint_blocks": true,
    "query_chunk_size": 32768,
    "splat_mode": "trilinear_mean"
  },
  "adapter_module": "geobc.operator_zoo_oformer_matched_v1",
  "architecture": {
    "width": 109,
    "heads": 1,
    "dim_head": 109,
    "encoder_layers": 4,
    "decoder_layers": 4,
    "attention": "official Galerkin with 3D concatenated positions",
    "adaptation": "3D native encoder/query decoder"
  },
  "model_context_nodes_per_case": 100,
  "untrained_initial": true,
  "warmstart": false,
  "network_lift_channels": 50,
  "input_kind": "Only absolute XYZ mm; single-case100-point normalization; pad47 fixed zeros inside original Lift50",
  "experiment": "single0095_XYZ_only_100native_nodes"
}