{
  "protocol": "No cross-modal map and no image-text pair is used by the energy or optimizer. Paired text is loaded only for trajectory and oracle diagnostics; the final step is fixed by CLI arguments.",
  "mode": "free_language_latent_particles",
  "split": "test",
  "rows": [
    25,
    34,
    51,
    89,
    97,
    124,
    133,
    134,
    137,
    199,
    219,
    222,
    228,
    246,
    259,
    279,
    304,
    318,
    340,
    395,
    434,
    472,
    487,
    520,
    539,
    565,
    615,
    654,
    661,
    670,
    734,
    748,
    754,
    760,
    828,
    856,
    887,
    906,
    917,
    972,
    973,
    1023,
    1030,
    1044,
    1072,
    1117,
    1196,
    1202,
    1206,
    1284,
    1305,
    1306,
    1310,
    1343,
    1358,
    1390,
    1401,
    1417,
    1480,
    1576,
    1594,
    1610,
    1646,
    1723,
    1771,
    1821,
    1833,
    1895,
    1981,
    1983,
    1984,
    1987,
    2044,
    2054,
    2103,
    2112,
    2113,
    2124,
    2130,
    2131,
    2139,
    2161,
    2180,
    2197,
    2260,
    2265,
    2319,
    2330,
    2410,
    2412,
    2429,
    2433,
    2458,
    2523,
    2551,
    2572,
    2600,
    2615,
    2678,
    2690,
    2788,
    2803,
    2848,
    2851,
    2906,
    2909,
    2955,
    2956,
    3008,
    3078,
    3082,
    3087,
    3097,
    3109,
    3130,
    3162,
    3245,
    3412,
    3437,
    3451,
    3459,
    3476,
    3500,
    3539,
    3648,
    3701,
    3703,
    3724,
    3771,
    3774,
    3826,
    3834,
    3951,
    3972,
    4007,
    4027,
    4028,
    4041,
    4313,
    4317,
    4343,
    4367,
    4402,
    4452,
    4501,
    4510,
    4556,
    4562,
    4663,
    4686,
    4748,
    4801,
    4816,
    4879,
    4881,
    4882,
    4902,
    4942,
    4981,
    5016,
    5056,
    5160,
    5171,
    5240,
    5261,
    5327,
    5330,
    5343,
    5441,
    5541,
    5580,
    5581,
    5595,
    5618,
    5621,
    5701,
    5724,
    5743,
    5760,
    5763,
    5767,
    5807,
    5835,
    5854,
    5867,
    5881,
    5947,
    5964,
    5970,
    5989,
    6002,
    6005,
    6008,
    6031,
    6067,
    6068,
    6078,
    6127,
    6192,
    6242,
    6250,
    6258,
    6283,
    6300,
    6306,
    6334,
    6376,
    6486,
    6532,
    6549,
    6645,
    6661,
    6694,
    6733,
    6781,
    6796,
    6830,
    6921,
    7153,
    7170,
    7263,
    7492,
    7507,
    7542,
    7549,
    7581,
    7584,
    7597,
    7631,
    7639,
    7682,
    7702,
    7739,
    7750,
    7791,
    7874,
    7881,
    7909,
    7912,
    7921,
    7962,
    7973,
    7986,
    7996,
    8015,
    8023,
    8054,
    8070,
    8079,
    8084,
    8175,
    8185,
    8199,
    8225,
    8267,
    8274
  ],
  "vision_model": "facebook/dinov2-small",
  "text_model": "Qwen/Qwen2.5-0.5B",
  "text_observation": "multi-description orbit mean",
  "args": {
    "manifest": "artifacts/manifest.json",
    "vision": "artifacts/vision.pt",
    "text": "artifacts/text.pt",
    "text_orbits": "artifacts/text_orbits_qwen0p5b.pt",
    "prototypes": "artifacts/gw.pt",
    "split": "test",
    "samples": 256,
    "steps": 100,
    "lr": 0.03,
    "projections": 128,
    "relation_weight_start": 0.4,
    "relation_weight_end": 2.0,
    "conditional_weight_start": 0.05,
    "conditional_weight_end": 0.2,
    "distribution_weight": 80.0,
    "manifold_weight": 30.0,
    "noise": 0.01,
    "shuffle_visual_energy": true,
    "device": "cuda:1",
    "seed": 20260729,
    "output": "artifacts/energy_shuffled_visual_test_m30.pt",
    "metrics_output": "artifacts/energy_shuffled_visual_test_m30.json"
  },
  "history": [
    {
      "step": 0,
      "total": 2.79232120513916,
      "relation": 1.9839476346969604,
      "conditional": 6.509006500244141,
      "distribution": 2.306600072188303e-05,
      "manifold": 0.055714886635541916,
      "paired_evaluation_only": {
        "r@1": 0.01171875,
        "r@5": 0.01953125,
        "r@10": 0.0234375,
        "median_rank": 125.0,
        "paired_cosine": 0.914258599281311
      }
    },
    {
      "step": 20,
      "total": 1.4515647888183594,
      "relation": 0.7680755853652954,
      "conditional": 5.271060943603516,
      "distribution": 6.25674056209391e-06,
      "manifold": 0.01587883196771145,
      "paired_evaluation_only": {
        "r@1": 0.00390625,
        "r@5": 0.01953125,
        "r@10": 0.0390625,
        "median_rank": 128.0,
        "paired_cosine": 0.9469530582427979
      }
    },
    {
      "step": 40,
      "total": 1.7209906578063965,
      "relation": 0.6368089318275452,
      "conditional": 4.760684013366699,
      "distribution": 7.502216249122284e-06,
      "manifold": 0.01781446486711502,
      "paired_evaluation_only": {
        "r@1": 0.00390625,
        "r@5": 0.01953125,
        "r@10": 0.05078125,
        "median_rank": 121.0,
        "paired_cosine": 0.942028284072876
      }
    },
    {
      "step": 60,
      "total": 1.9970067739486694,
      "relation": 0.5068680644035339,
      "conditional": 4.310593605041504,
      "distribution": 1.0917675353994127e-05,
      "manifold": 0.02344365604221821,
      "paired_evaluation_only": {
        "r@1": 0.0,
        "r@5": 0.0234375,
        "r@10": 0.03125,
        "median_rank": 120.0,
        "paired_cosine": 0.9335986375808716
      }
    },
    {
      "step": 80,
      "total": 2.41437029838562,
      "relation": 0.5180772542953491,
      "conditional": 3.8692095279693604,
      "distribution": 1.6836944269016385e-05,
      "manifold": 0.029496271163225174,
      "paired_evaluation_only": {
        "r@1": 0.00390625,
        "r@5": 0.0234375,
        "r@10": 0.046875,
        "median_rank": 122.0,
        "paired_cosine": 0.9236079454421997
      }
    },
    {
      "step": 100,
      "total": 2.696110725402832,
      "relation": 0.45120301842689514,
      "conditional": 3.3563013076782227,
      "distribution": 2.408323962299619e-05,
      "manifold": 0.037350594997406006,
      "paired_evaluation_only": {
        "r@1": 0.0078125,
        "r@5": 0.015625,
        "r@10": 0.04296875,
        "median_rank": 120.0,
        "paired_cosine": 0.9116026163101196
      }
    }
  ],
  "oracle_energy_components": {
    "relation": 2.0404303073883057,
    "conditional": 6.480917453765869,
    "distribution": 1.6883968783076853e-06,
    "manifold": 0.01465684175491333
  }
}