{
  "passed": true,
  "variant": "fno_relative_original56",
  "job_id": "13834214",
  "parameters": 984668,
  "actual_optimizer_updates": 6000,
  "manifest_SHA256": "75b4d96006d48630b4a6ca90a5aca7d321b219188117a335e604e94ef75d1b2b",
  "files_SHA_verified": 64,
  "source_data_identity_verified": true,
  "model_Adam_gradients_FP64_finite": true,
  "last_step": 6001,
  "best_train_update": 6000,
  "full_history_and_LR_verified": true,
  "CPU_numpy_Python_RNG_restored": true,
  "CUDA_RNG_structure_only": true,
  "all40_native_predictions_original_FP64_targets_CPU_metrics_verified": true,
  "all_cases_U_VM_le_1pct": false,
  "summaries": {
    "final6000": {
      "cases": [
        {
          "case": "c0170",
          "U_relative_L2": 0.01690741739237407,
          "VM_relative_L2": 0.016234274559204672,
          "peak5_VM_relative_L2": 0.009157280024167377,
          "VM_max_relative_error": 0.008711610846207637,
          "VM_at_true_peak_relative_error": 0.0032072771278203924,
          "negative_VM_nodes": 0,
          "minimum_VM": 50.888110077083134
        },
        {
          "case": "c0380",
          "U_relative_L2": 0.02334242754077115,
          "VM_relative_L2": 0.022184296750616724,
          "peak5_VM_relative_L2": 0.010022911007197911,
          "VM_max_relative_error": 0.010863582310262505,
          "VM_at_true_peak_relative_error": 0.01058311643375149,
          "negative_VM_nodes": 0,
          "minimum_VM": 8.728354900955154
        },
        {
          "case": "c0986",
          "U_relative_L2": 0.0173790116059848,
          "VM_relative_L2": 0.020288024783537764,
          "peak5_VM_relative_L2": 0.008765698250728099,
          "VM_max_relative_error": 0.008592607755529228,
          "VM_at_true_peak_relative_error": 0.00788100909390014,
          "negative_VM_nodes": 0,
          "minimum_VM": 6.217168043958898
        },
        {
          "case": "c0453",
          "U_relative_L2": 0.023547509186306503,
          "VM_relative_L2": 0.02083475053049102,
          "peak5_VM_relative_L2": 0.014921555981564161,
          "VM_max_relative_error": 0.01913480844734823,
          "VM_at_true_peak_relative_error": 0.00900745544077015,
          "negative_VM_nodes": 0,
          "minimum_VM": 9.387012311007586
        },
        {
          "case": "c0068",
          "U_relative_L2": 0.027502830066059206,
          "VM_relative_L2": 0.017196827881693123,
          "peak5_VM_relative_L2": 0.007313541051283341,
          "VM_max_relative_error": 0.0018175129074751418,
          "VM_at_true_peak_relative_error": 0.0009132866401940193,
          "negative_VM_nodes": 1,
          "minimum_VM": -6.451806563038809
        },
        {
          "case": "c0347",
          "U_relative_L2": 0.016281817704385526,
          "VM_relative_L2": 0.016870278540044286,
          "peak5_VM_relative_L2": 0.007642079833942503,
          "VM_max_relative_error": 0.0076589321832980315,
          "VM_at_true_peak_relative_error": 0.0026404372942799223,
          "negative_VM_nodes": 0,
          "minimum_VM": 57.8344955032007
        },
        {
          "case": "c0731",
          "U_relative_L2": 0.029482398679489187,
          "VM_relative_L2": 0.018228759990119664,
          "peak5_VM_relative_L2": 0.008059479863558145,
          "VM_max_relative_error": 0.01476204073459409,
          "VM_at_true_peak_relative_error": 0.002768366160203747,
          "negative_VM_nodes": 1,
          "minimum_VM": -13.581791757407567
        },
        {
          "case": "c0223",
          "U_relative_L2": 0.017551873083829973,
          "VM_relative_L2": 0.018580408424127486,
          "peak5_VM_relative_L2": 0.009163674731971456,
          "VM_max_relative_error": 0.008740967064209085,
          "VM_at_true_peak_relative_error": 0.003085428391887497,
          "negative_VM_nodes": 0,
          "minimum_VM": 93.34501397007138
        },
        {
          "case": "c0791",
          "U_relative_L2": 0.02005880332919434,
          "VM_relative_L2": 0.02076224706574314,
          "peak5_VM_relative_L2": 0.013062162404541127,
          "VM_max_relative_error": 0.00478538833629502,
          "VM_at_true_peak_relative_error": 0.0001572460224093381,
          "negative_VM_nodes": 0,
          "minimum_VM": 29.87931812525919
        },
        {
          "case": "c0028",
          "U_relative_L2": 0.022425123897416317,
          "VM_relative_L2": 0.017491160352363293,
          "peak5_VM_relative_L2": 0.009951175035208065,
          "VM_max_relative_error": 0.014162655280594467,
          "VM_at_true_peak_relative_error": 0.005376339473053971,
          "negative_VM_nodes": 0,
          "minimum_VM": 23.768909150258366
        },
        {
          "case": "c0120",
          "U_relative_L2": 0.0177259880386706,
          "VM_relative_L2": 0.014246926502461987,
          "peak5_VM_relative_L2": 0.00757552965816272,
          "VM_max_relative_error": 0.013219639393150755,
          "VM_at_true_peak_relative_error": 0.012944238439767664,
          "negative_VM_nodes": 0,
          "minimum_VM": 57.53854015766004
        },
        {
          "case": "c0888",
          "U_relative_L2": 0.020153277483312027,
          "VM_relative_L2": 0.01991075691944463,
          "peak5_VM_relative_L2": 0.0140452678096833,
          "VM_max_relative_error": 0.027400886853065957,
          "VM_at_true_peak_relative_error": 0.007579134308697836,
          "negative_VM_nodes": 0,
          "minimum_VM": 11.653840708552615
        },
        {
          "case": "c0632",
          "U_relative_L2": 0.02265803833670952,
          "VM_relative_L2": 0.018967261384317965,
          "peak5_VM_relative_L2": 0.007383874763550213,
          "VM_max_relative_error": 0.007437737132502641,
          "VM_at_true_peak_relative_error": 0.007118448694939012,
          "negative_VM_nodes": 0,
          "minimum_VM": 53.18601478171458
        },
        {
          "case": "c0485",
          "U_relative_L2": 0.018870754064108625,
          "VM_relative_L2": 0.01773114056989519,
          "peak5_VM_relative_L2": 0.0140005209152231,
          "VM_max_relative_error": 0.016879666173257965,
          "VM_at_true_peak_relative_error": 0.0017936704267513782,
          "negative_VM_nodes": 0,
          "minimum_VM": 61.1714033038809
        },
        {
          "case": "c0678",
          "U_relative_L2": 0.018960641719603367,
          "VM_relative_L2": 0.020331136561208663,
          "peak5_VM_relative_L2": 0.011564434504560636,
          "VM_max_relative_error": 0.01400506412228686,
          "VM_at_true_peak_relative_error": 0.00465079138194287,
          "negative_VM_nodes": 0,
          "minimum_VM": 5.84381981077149
        },
        {
          "case": "c0271",
          "U_relative_L2": 0.01878187091341764,
          "VM_relative_L2": 0.01810643324801225,
          "peak5_VM_relative_L2": 0.008289998760609558,
          "VM_max_relative_error": 0.011183698720703418,
          "VM_at_true_peak_relative_error": 0.00801902641794818,
          "negative_VM_nodes": 0,
          "minimum_VM": 36.190876127205065
        },
        {
          "case": "c0369",
          "U_relative_L2": 0.02365798293510402,
          "VM_relative_L2": 0.023637266109549204,
          "peak5_VM_relative_L2": 0.019496937277575302,
          "VM_max_relative_error": 0.003052624637014826,
          "VM_at_true_peak_relative_error": 0.008788955995598455,
          "negative_VM_nodes": 0,
          "minimum_VM": 16.003614290959426
        },
        {
          "case": "c0530",
          "U_relative_L2": 0.01460479089168014,
          "VM_relative_L2": 0.01267339975992139,
          "peak5_VM_relative_L2": 0.007308187268442536,
          "VM_max_relative_error": 0.01055025798362647,
          "VM_at_true_peak_relative_error": 0.0028589527145463007,
          "negative_VM_nodes": 0,
          "minimum_VM": 72.94807669204071
        },
        {
          "case": "c0607",
          "U_relative_L2": 0.016171442976941855,
          "VM_relative_L2": 0.019230371417660076,
          "peak5_VM_relative_L2": 0.014233226760135796,
          "VM_max_relative_error": 0.006420853089108562,
          "VM_at_true_peak_relative_error": 0.00652133946154406,
          "negative_VM_nodes": 0,
          "minimum_VM": 45.669683502740504
        },
        {
          "case": "c0872",
          "U_relative_L2": 0.018871464508554335,
          "VM_relative_L2": 0.014298107597171417,
          "peak5_VM_relative_L2": 0.006912476433710798,
          "VM_max_relative_error": 0.002233552145536567,
          "VM_at_true_peak_relative_error": 0.002233552145536567,
          "negative_VM_nodes": 0,
          "minimum_VM": 47.71698655607198
        }
      ],
      "mean": {
        "U_relative_L2": 0.020246773217695656,
        "VM_relative_L2": 0.018390191447379196,
        "peak5_VM_relative_L2": 0.010443500616790807,
        "VM_max_relative_error": 0.010580704305803374,
        "VM_at_true_peak_relative_error": 0.005406403603277149
      },
      "worst": {
        "U_relative_L2": 0.029482398679489187,
        "VM_relative_L2": 0.023637266109549204,
        "peak5_VM_relative_L2": 0.019496937277575302,
        "VM_max_relative_error": 0.027400886853065957,
        "VM_at_true_peak_relative_error": 0.012944238439767664
      },
      "negative_VM_cases": 2,
      "minimum_VM": -13.581791757407567
    },
    "best_train": {
      "cases": [
        {
          "case": "c0170",
          "U_relative_L2": 0.01690741739237407,
          "VM_relative_L2": 0.016234274559204672,
          "peak5_VM_relative_L2": 0.009157280024167377,
          "VM_max_relative_error": 0.008711610846207637,
          "VM_at_true_peak_relative_error": 0.0032072771278203924,
          "negative_VM_nodes": 0,
          "minimum_VM": 50.888110077083134
        },
        {
          "case": "c0380",
          "U_relative_L2": 0.02334242754077115,
          "VM_relative_L2": 0.022184296750616724,
          "peak5_VM_relative_L2": 0.010022911007197911,
          "VM_max_relative_error": 0.010863582310262505,
          "VM_at_true_peak_relative_error": 0.01058311643375149,
          "negative_VM_nodes": 0,
          "minimum_VM": 8.728354900955154
        },
        {
          "case": "c0986",
          "U_relative_L2": 0.0173790116059848,
          "VM_relative_L2": 0.020288024783537764,
          "peak5_VM_relative_L2": 0.008765698250728099,
          "VM_max_relative_error": 0.008592607755529228,
          "VM_at_true_peak_relative_error": 0.00788100909390014,
          "negative_VM_nodes": 0,
          "minimum_VM": 6.217168043958898
        },
        {
          "case": "c0453",
          "U_relative_L2": 0.023547509186306503,
          "VM_relative_L2": 0.02083475053049102,
          "peak5_VM_relative_L2": 0.014921555981564161,
          "VM_max_relative_error": 0.01913480844734823,
          "VM_at_true_peak_relative_error": 0.00900745544077015,
          "negative_VM_nodes": 0,
          "minimum_VM": 9.387012311007586
        },
        {
          "case": "c0068",
          "U_relative_L2": 0.027502830066059206,
          "VM_relative_L2": 0.017196827881693123,
          "peak5_VM_relative_L2": 0.007313541051283341,
          "VM_max_relative_error": 0.0018175129074751418,
          "VM_at_true_peak_relative_error": 0.0009132866401940193,
          "negative_VM_nodes": 1,
          "minimum_VM": -6.451806563038809
        },
        {
          "case": "c0347",
          "U_relative_L2": 0.016281817704385526,
          "VM_relative_L2": 0.016870278540044286,
          "peak5_VM_relative_L2": 0.007642079833942503,
          "VM_max_relative_error": 0.0076589321832980315,
          "VM_at_true_peak_relative_error": 0.0026404372942799223,
          "negative_VM_nodes": 0,
          "minimum_VM": 57.8344955032007
        },
        {
          "case": "c0731",
          "U_relative_L2": 0.029482398679489187,
          "VM_relative_L2": 0.018228759990119664,
          "peak5_VM_relative_L2": 0.008059479863558145,
          "VM_max_relative_error": 0.01476204073459409,
          "VM_at_true_peak_relative_error": 0.002768366160203747,
          "negative_VM_nodes": 1,
          "minimum_VM": -13.581791757407567
        },
        {
          "case": "c0223",
          "U_relative_L2": 0.017551873083829973,
          "VM_relative_L2": 0.018580408424127486,
          "peak5_VM_relative_L2": 0.009163674731971456,
          "VM_max_relative_error": 0.008740967064209085,
          "VM_at_true_peak_relative_error": 0.003085428391887497,
          "negative_VM_nodes": 0,
          "minimum_VM": 93.34501397007138
        },
        {
          "case": "c0791",
          "U_relative_L2": 0.02005880332919434,
          "VM_relative_L2": 0.02076224706574314,
          "peak5_VM_relative_L2": 0.013062162404541127,
          "VM_max_relative_error": 0.00478538833629502,
          "VM_at_true_peak_relative_error": 0.0001572460224093381,
          "negative_VM_nodes": 0,
          "minimum_VM": 29.87931812525919
        },
        {
          "case": "c0028",
          "U_relative_L2": 0.022425123897416317,
          "VM_relative_L2": 0.017491160352363293,
          "peak5_VM_relative_L2": 0.009951175035208065,
          "VM_max_relative_error": 0.014162655280594467,
          "VM_at_true_peak_relative_error": 0.005376339473053971,
          "negative_VM_nodes": 0,
          "minimum_VM": 23.768909150258366
        },
        {
          "case": "c0120",
          "U_relative_L2": 0.0177259880386706,
          "VM_relative_L2": 0.014246926502461987,
          "peak5_VM_relative_L2": 0.00757552965816272,
          "VM_max_relative_error": 0.013219639393150755,
          "VM_at_true_peak_relative_error": 0.012944238439767664,
          "negative_VM_nodes": 0,
          "minimum_VM": 57.53854015766004
        },
        {
          "case": "c0888",
          "U_relative_L2": 0.020153277483312027,
          "VM_relative_L2": 0.01991075691944463,
          "peak5_VM_relative_L2": 0.0140452678096833,
          "VM_max_relative_error": 0.027400886853065957,
          "VM_at_true_peak_relative_error": 0.007579134308697836,
          "negative_VM_nodes": 0,
          "minimum_VM": 11.653840708552615
        },
        {
          "case": "c0632",
          "U_relative_L2": 0.02265803833670952,
          "VM_relative_L2": 0.018967261384317965,
          "peak5_VM_relative_L2": 0.007383874763550213,
          "VM_max_relative_error": 0.007437737132502641,
          "VM_at_true_peak_relative_error": 0.007118448694939012,
          "negative_VM_nodes": 0,
          "minimum_VM": 53.18601478171458
        },
        {
          "case": "c0485",
          "U_relative_L2": 0.018870754064108625,
          "VM_relative_L2": 0.01773114056989519,
          "peak5_VM_relative_L2": 0.0140005209152231,
          "VM_max_relative_error": 0.016879666173257965,
          "VM_at_true_peak_relative_error": 0.0017936704267513782,
          "negative_VM_nodes": 0,
          "minimum_VM": 61.1714033038809
        },
        {
          "case": "c0678",
          "U_relative_L2": 0.018960641719603367,
          "VM_relative_L2": 0.020331136561208663,
          "peak5_VM_relative_L2": 0.011564434504560636,
          "VM_max_relative_error": 0.01400506412228686,
          "VM_at_true_peak_relative_error": 0.00465079138194287,
          "negative_VM_nodes": 0,
          "minimum_VM": 5.84381981077149
        },
        {
          "case": "c0271",
          "U_relative_L2": 0.01878187091341764,
          "VM_relative_L2": 0.01810643324801225,
          "peak5_VM_relative_L2": 0.008289998760609558,
          "VM_max_relative_error": 0.011183698720703418,
          "VM_at_true_peak_relative_error": 0.00801902641794818,
          "negative_VM_nodes": 0,
          "minimum_VM": 36.190876127205065
        },
        {
          "case": "c0369",
          "U_relative_L2": 0.02365798293510402,
          "VM_relative_L2": 0.023637266109549204,
          "peak5_VM_relative_L2": 0.019496937277575302,
          "VM_max_relative_error": 0.003052624637014826,
          "VM_at_true_peak_relative_error": 0.008788955995598455,
          "negative_VM_nodes": 0,
          "minimum_VM": 16.003614290959426
        },
        {
          "case": "c0530",
          "U_relative_L2": 0.01460479089168014,
          "VM_relative_L2": 0.01267339975992139,
          "peak5_VM_relative_L2": 0.007308187268442536,
          "VM_max_relative_error": 0.01055025798362647,
          "VM_at_true_peak_relative_error": 0.0028589527145463007,
          "negative_VM_nodes": 0,
          "minimum_VM": 72.94807669204071
        },
        {
          "case": "c0607",
          "U_relative_L2": 0.016171442976941855,
          "VM_relative_L2": 0.019230371417660076,
          "peak5_VM_relative_L2": 0.014233226760135796,
          "VM_max_relative_error": 0.006420853089108562,
          "VM_at_true_peak_relative_error": 0.00652133946154406,
          "negative_VM_nodes": 0,
          "minimum_VM": 45.669683502740504
        },
        {
          "case": "c0872",
          "U_relative_L2": 0.018871464508554335,
          "VM_relative_L2": 0.014298107597171417,
          "peak5_VM_relative_L2": 0.006912476433710798,
          "VM_max_relative_error": 0.002233552145536567,
          "VM_at_true_peak_relative_error": 0.002233552145536567,
          "negative_VM_nodes": 0,
          "minimum_VM": 47.71698655607198
        }
      ],
      "mean": {
        "U_relative_L2": 0.020246773217695656,
        "VM_relative_L2": 0.018390191447379196,
        "peak5_VM_relative_L2": 0.010443500616790807,
        "VM_max_relative_error": 0.010580704305803374,
        "VM_at_true_peak_relative_error": 0.005406403603277149
      },
      "worst": {
        "U_relative_L2": 0.029482398679489187,
        "VM_relative_L2": 0.023637266109549204,
        "peak5_VM_relative_L2": 0.019496937277575302,
        "VM_max_relative_error": 0.027400886853065957,
        "VM_at_true_peak_relative_error": 0.012944238439767664
      },
      "negative_VM_cases": 2,
      "minimum_VM": -13.581791757407567
    }
  },
  "scope": "TRAIN20 only. CPU checkpoint/metrics audit; no CPU full-model forward replay, GPU update replay, FE re-solve or heldout generalization claim."
}