{
  "protocol_version": "1.0.0",
  "pso_version": "4.0.0",
  "timestamp": "2026-09-01T16:52:06.429839+00:00",
  "completed": true,
  "error": null,
  "hardware_provenance": {
    "platform": "macOS-26.5.2-arm64-arm-64bit",
    "system": "Darwin",
    "machine": "arm64",
    "processor": "arm",
    "python_version": "3.11.15",
    "torch_version": "2.13.0",
    "pso_version": "4.0.0",
    "device_type": "mps",
    "device_str": "mps",
    "mps_available": true
  },
  "data_provenance": {
    "input_shape": [
      1,
      28,
      28
    ],
    "pca": false,
    "raw_inputs": true,
    "normalization_scope": "official_train_split_60000_only",
    "train_mean": 0.13066,
    "train_std": 0.308108,
    "train_samples": 60000,
    "test_samples": 10000
  },
  "data_fingerprint": "8dd702555745641a",
  "configuration": {
    "seeds": [
      101,
      102,
      103
    ],
    "adam_epochs": 10,
    "pso_epochs": 40,
    "particles": 30,
    "fitness_size": 2000,
    "batch_size": 256,
    "lr": 0.001,
    "device": "mps"
  },
  "summaries": {
    "architecture_lane": {
      "raw_linear": {
        "mean": 0.924533,
        "std": 0.001012,
        "median": 0.924,
        "iqr": 0.0009,
        "ci95_t": 0.002513
      },
      "raw_mlp": {
        "mean": 0.976967,
        "std": 0.00085,
        "median": 0.9773,
        "iqr": 0.0008,
        "ci95_t": 0.002113
      },
      "compact_cnn": {
        "mean": 0.985333,
        "std": 0.001553,
        "median": 0.9858,
        "iqr": 0.0015,
        "ci95_t": 0.003859
      }
    },
    "optimizer_lane": {
      "adam_only": {
        "mean": 0.985333,
        "std": 0.001553,
        "median": 0.9858,
        "iqr": 0.0015,
        "ci95_t": 0.003859
      },
      "pso_only": {
        "mean": 0.367633,
        "std": 0.037622,
        "median": 0.3886,
        "iqr": 0.03295,
        "ci95_t": 0.093459
      },
      "hybrid": {
        "mean": 0.973,
        "std": 0.007463,
        "median": 0.9725,
        "iqr": 0.00745,
        "ci95_t": 0.018538
      }
    }
  },
  "architecture_lane_runs": [
    {
      "lane": "architecture",
      "profile_or_arch": "raw_linear",
      "seed": 101,
      "model_name": "Raw Linear (784->10)",
      "param_count": 7850,
      "initial_test_acc": 0.1449,
      "final_test_acc": 0.9239,
      "final_test_loss": 0.269691,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 2.6001,
      "model_fingerprint": "12cef21a80b85b0b",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.400093,
          "test_acc": 0.1449
        },
        {
          "epoch": 1,
          "test_loss": 0.320512,
          "test_acc": 0.909
        },
        {
          "epoch": 2,
          "test_loss": 0.288564,
          "test_acc": 0.9168
        },
        {
          "epoch": 3,
          "test_loss": 0.276265,
          "test_acc": 0.9201
        },
        {
          "epoch": 4,
          "test_loss": 0.273742,
          "test_acc": 0.9202
        },
        {
          "epoch": 5,
          "test_loss": 0.269138,
          "test_acc": 0.9236
        },
        {
          "epoch": 6,
          "test_loss": 0.268684,
          "test_acc": 0.9236
        },
        {
          "epoch": 7,
          "test_loss": 0.268242,
          "test_acc": 0.9253
        },
        {
          "epoch": 8,
          "test_loss": 0.266931,
          "test_acc": 0.9258
        },
        {
          "epoch": 9,
          "test_loss": 0.26951,
          "test_acc": 0.9242
        },
        {
          "epoch": 10,
          "test_loss": 0.269691,
          "test_acc": 0.9239
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "raw_linear",
      "seed": 102,
      "model_name": "Raw Linear (784->10)",
      "param_count": 7850,
      "initial_test_acc": 0.1308,
      "final_test_acc": 0.924,
      "final_test_loss": 0.270518,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 2.6265,
      "model_fingerprint": "0f099d5ae79e7863",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.472869,
          "test_acc": 0.1308
        },
        {
          "epoch": 1,
          "test_loss": 0.322101,
          "test_acc": 0.9087
        },
        {
          "epoch": 2,
          "test_loss": 0.293458,
          "test_acc": 0.9172
        },
        {
          "epoch": 3,
          "test_loss": 0.278575,
          "test_acc": 0.9225
        },
        {
          "epoch": 4,
          "test_loss": 0.277964,
          "test_acc": 0.921
        },
        {
          "epoch": 5,
          "test_loss": 0.271165,
          "test_acc": 0.9238
        },
        {
          "epoch": 6,
          "test_loss": 0.272923,
          "test_acc": 0.9217
        },
        {
          "epoch": 7,
          "test_loss": 0.268772,
          "test_acc": 0.925
        },
        {
          "epoch": 8,
          "test_loss": 0.267752,
          "test_acc": 0.9245
        },
        {
          "epoch": 9,
          "test_loss": 0.266833,
          "test_acc": 0.9239
        },
        {
          "epoch": 10,
          "test_loss": 0.270518,
          "test_acc": 0.924
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "raw_linear",
      "seed": 103,
      "model_name": "Raw Linear (784->10)",
      "param_count": 7850,
      "initial_test_acc": 0.0559,
      "final_test_acc": 0.9257,
      "final_test_loss": 0.266626,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 2.8535,
      "model_fingerprint": "23a4a6362abdad3d",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.515332,
          "test_acc": 0.0559
        },
        {
          "epoch": 1,
          "test_loss": 0.324205,
          "test_acc": 0.9089
        },
        {
          "epoch": 2,
          "test_loss": 0.293263,
          "test_acc": 0.9173
        },
        {
          "epoch": 3,
          "test_loss": 0.285103,
          "test_acc": 0.9159
        },
        {
          "epoch": 4,
          "test_loss": 0.274774,
          "test_acc": 0.9221
        },
        {
          "epoch": 5,
          "test_loss": 0.275973,
          "test_acc": 0.9215
        },
        {
          "epoch": 6,
          "test_loss": 0.271676,
          "test_acc": 0.9253
        },
        {
          "epoch": 7,
          "test_loss": 0.26806,
          "test_acc": 0.9245
        },
        {
          "epoch": 8,
          "test_loss": 0.269071,
          "test_acc": 0.9226
        },
        {
          "epoch": 9,
          "test_loss": 0.269897,
          "test_acc": 0.9248
        },
        {
          "epoch": 10,
          "test_loss": 0.266626,
          "test_acc": 0.9257
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "raw_mlp",
      "seed": 101,
      "model_name": "Raw MLP (784->128->64->10)",
      "param_count": 109386,
      "initial_test_acc": 0.0812,
      "final_test_acc": 0.9773,
      "final_test_loss": 0.076661,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 8.8041,
      "model_fingerprint": "9ac96d5f45d71cb3",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.313924,
          "test_acc": 0.0812
        },
        {
          "epoch": 1,
          "test_loss": 0.204187,
          "test_acc": 0.9369
        },
        {
          "epoch": 2,
          "test_loss": 0.143789,
          "test_acc": 0.9558
        },
        {
          "epoch": 3,
          "test_loss": 0.114473,
          "test_acc": 0.9665
        },
        {
          "epoch": 4,
          "test_loss": 0.095315,
          "test_acc": 0.9705
        },
        {
          "epoch": 5,
          "test_loss": 0.084753,
          "test_acc": 0.974
        },
        {
          "epoch": 6,
          "test_loss": 0.08701,
          "test_acc": 0.9721
        },
        {
          "epoch": 7,
          "test_loss": 0.082966,
          "test_acc": 0.9745
        },
        {
          "epoch": 8,
          "test_loss": 0.079873,
          "test_acc": 0.9762
        },
        {
          "epoch": 9,
          "test_loss": 0.074512,
          "test_acc": 0.9772
        },
        {
          "epoch": 10,
          "test_loss": 0.076661,
          "test_acc": 0.9773
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "raw_mlp",
      "seed": 102,
      "model_name": "Raw MLP (784->128->64->10)",
      "param_count": 109386,
      "initial_test_acc": 0.0522,
      "final_test_acc": 0.976,
      "final_test_loss": 0.081621,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 5.7141,
      "model_fingerprint": "55966246db4dfff1",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.311818,
          "test_acc": 0.0522
        },
        {
          "epoch": 1,
          "test_loss": 0.195877,
          "test_acc": 0.9408
        },
        {
          "epoch": 2,
          "test_loss": 0.146881,
          "test_acc": 0.9566
        },
        {
          "epoch": 3,
          "test_loss": 0.113498,
          "test_acc": 0.9656
        },
        {
          "epoch": 4,
          "test_loss": 0.100665,
          "test_acc": 0.9678
        },
        {
          "epoch": 5,
          "test_loss": 0.091228,
          "test_acc": 0.9728
        },
        {
          "epoch": 6,
          "test_loss": 0.080834,
          "test_acc": 0.9755
        },
        {
          "epoch": 7,
          "test_loss": 0.084836,
          "test_acc": 0.9734
        },
        {
          "epoch": 8,
          "test_loss": 0.079359,
          "test_acc": 0.9765
        },
        {
          "epoch": 9,
          "test_loss": 0.077254,
          "test_acc": 0.9769
        },
        {
          "epoch": 10,
          "test_loss": 0.081621,
          "test_acc": 0.976
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "raw_mlp",
      "seed": 103,
      "model_name": "Raw MLP (784->128->64->10)",
      "param_count": 109386,
      "initial_test_acc": 0.1111,
      "final_test_acc": 0.9776,
      "final_test_loss": 0.076823,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 4.5491,
      "model_fingerprint": "723217e2418edcfd",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.303093,
          "test_acc": 0.1111
        },
        {
          "epoch": 1,
          "test_loss": 0.190557,
          "test_acc": 0.9426
        },
        {
          "epoch": 2,
          "test_loss": 0.134924,
          "test_acc": 0.9602
        },
        {
          "epoch": 3,
          "test_loss": 0.115296,
          "test_acc": 0.9647
        },
        {
          "epoch": 4,
          "test_loss": 0.094033,
          "test_acc": 0.9707
        },
        {
          "epoch": 5,
          "test_loss": 0.082773,
          "test_acc": 0.9747
        },
        {
          "epoch": 6,
          "test_loss": 0.087643,
          "test_acc": 0.9739
        },
        {
          "epoch": 7,
          "test_loss": 0.073957,
          "test_acc": 0.9778
        },
        {
          "epoch": 8,
          "test_loss": 0.073425,
          "test_acc": 0.9776
        },
        {
          "epoch": 9,
          "test_loss": 0.081665,
          "test_acc": 0.9754
        },
        {
          "epoch": 10,
          "test_loss": 0.076823,
          "test_acc": 0.9776
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "compact_cnn",
      "seed": 101,
      "model_name": "Compact CNN (9,098 params)",
      "param_count": 9098,
      "initial_test_acc": 0.0851,
      "final_test_acc": 0.9866,
      "final_test_loss": 0.039444,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 6.228,
      "model_fingerprint": "db41fb515dcb49fa",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.310056,
          "test_acc": 0.0851
        },
        {
          "epoch": 1,
          "test_loss": 0.146697,
          "test_acc": 0.9577
        },
        {
          "epoch": 2,
          "test_loss": 0.087357,
          "test_acc": 0.9714
        },
        {
          "epoch": 3,
          "test_loss": 0.068244,
          "test_acc": 0.9775
        },
        {
          "epoch": 4,
          "test_loss": 0.058778,
          "test_acc": 0.9804
        },
        {
          "epoch": 5,
          "test_loss": 0.052566,
          "test_acc": 0.9808
        },
        {
          "epoch": 6,
          "test_loss": 0.044061,
          "test_acc": 0.9848
        },
        {
          "epoch": 7,
          "test_loss": 0.043469,
          "test_acc": 0.9843
        },
        {
          "epoch": 8,
          "test_loss": 0.043584,
          "test_acc": 0.9851
        },
        {
          "epoch": 9,
          "test_loss": 0.047913,
          "test_acc": 0.9831
        },
        {
          "epoch": 10,
          "test_loss": 0.039444,
          "test_acc": 0.9866
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "compact_cnn",
      "seed": 102,
      "model_name": "Compact CNN (9,098 params)",
      "param_count": 9098,
      "initial_test_acc": 0.0963,
      "final_test_acc": 0.9858,
      "final_test_loss": 0.042864,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 5.396,
      "model_fingerprint": "efd743cad60c7530",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.30391,
          "test_acc": 0.0963
        },
        {
          "epoch": 1,
          "test_loss": 0.133494,
          "test_acc": 0.9609
        },
        {
          "epoch": 2,
          "test_loss": 0.085325,
          "test_acc": 0.9732
        },
        {
          "epoch": 3,
          "test_loss": 0.061211,
          "test_acc": 0.9806
        },
        {
          "epoch": 4,
          "test_loss": 0.051721,
          "test_acc": 0.9836
        },
        {
          "epoch": 5,
          "test_loss": 0.050876,
          "test_acc": 0.9833
        },
        {
          "epoch": 6,
          "test_loss": 0.04746,
          "test_acc": 0.9837
        },
        {
          "epoch": 7,
          "test_loss": 0.042635,
          "test_acc": 0.9852
        },
        {
          "epoch": 8,
          "test_loss": 0.040222,
          "test_acc": 0.9861
        },
        {
          "epoch": 9,
          "test_loss": 0.039712,
          "test_acc": 0.9872
        },
        {
          "epoch": 10,
          "test_loss": 0.042864,
          "test_acc": 0.9858
        }
      ]
    },
    {
      "lane": "architecture",
      "profile_or_arch": "compact_cnn",
      "seed": 103,
      "model_name": "Compact CNN (9,098 params)",
      "param_count": 9098,
      "initial_test_acc": 0.1072,
      "final_test_acc": 0.9836,
      "final_test_loss": 0.04912,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 5.4935,
      "model_fingerprint": "17891ec08e79ee74",
      "data_fingerprint": "8dd702555745641a",
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.280618,
          "test_acc": 0.1072
        },
        {
          "epoch": 1,
          "test_loss": 0.166794,
          "test_acc": 0.9515
        },
        {
          "epoch": 2,
          "test_loss": 0.095259,
          "test_acc": 0.9708
        },
        {
          "epoch": 3,
          "test_loss": 0.072393,
          "test_acc": 0.9769
        },
        {
          "epoch": 4,
          "test_loss": 0.06575,
          "test_acc": 0.9791
        },
        {
          "epoch": 5,
          "test_loss": 0.056445,
          "test_acc": 0.9811
        },
        {
          "epoch": 6,
          "test_loss": 0.051095,
          "test_acc": 0.9842
        },
        {
          "epoch": 7,
          "test_loss": 0.049568,
          "test_acc": 0.9827
        },
        {
          "epoch": 8,
          "test_loss": 0.046002,
          "test_acc": 0.9847
        },
        {
          "epoch": 9,
          "test_loss": 0.047347,
          "test_acc": 0.9847
        },
        {
          "epoch": 10,
          "test_loss": 0.04912,
          "test_acc": 0.9836
        }
      ]
    }
  ],
  "optimizer_lane_runs": [
    {
      "lane": "optimizer",
      "profile_or_arch": "adam_only",
      "seed": 101,
      "model_name": "Compact CNN (Adam-Only)",
      "param_count": 9098,
      "initial_test_acc": 0.0851,
      "final_test_acc": 0.9866,
      "final_test_loss": 0.039444,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 6.228,
      "model_fingerprint": "db41fb515dcb49fa",
      "data_fingerprint": "8dd702555745641a",
      "reused_from_architecture_lane": true,
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.310056,
          "test_acc": 0.0851
        },
        {
          "epoch": 1,
          "test_loss": 0.146697,
          "test_acc": 0.9577
        },
        {
          "epoch": 2,
          "test_loss": 0.087357,
          "test_acc": 0.9714
        },
        {
          "epoch": 3,
          "test_loss": 0.068244,
          "test_acc": 0.9775
        },
        {
          "epoch": 4,
          "test_loss": 0.058778,
          "test_acc": 0.9804
        },
        {
          "epoch": 5,
          "test_loss": 0.052566,
          "test_acc": 0.9808
        },
        {
          "epoch": 6,
          "test_loss": 0.044061,
          "test_acc": 0.9848
        },
        {
          "epoch": 7,
          "test_loss": 0.043469,
          "test_acc": 0.9843
        },
        {
          "epoch": 8,
          "test_loss": 0.043584,
          "test_acc": 0.9851
        },
        {
          "epoch": 9,
          "test_loss": 0.047913,
          "test_acc": 0.9831
        },
        {
          "epoch": 10,
          "test_loss": 0.039444,
          "test_acc": 0.9866
        }
      ]
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "adam_only",
      "seed": 102,
      "model_name": "Compact CNN (Adam-Only)",
      "param_count": 9098,
      "initial_test_acc": 0.0963,
      "final_test_acc": 0.9858,
      "final_test_loss": 0.042864,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 5.396,
      "model_fingerprint": "efd743cad60c7530",
      "data_fingerprint": "8dd702555745641a",
      "reused_from_architecture_lane": true,
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.30391,
          "test_acc": 0.0963
        },
        {
          "epoch": 1,
          "test_loss": 0.133494,
          "test_acc": 0.9609
        },
        {
          "epoch": 2,
          "test_loss": 0.085325,
          "test_acc": 0.9732
        },
        {
          "epoch": 3,
          "test_loss": 0.061211,
          "test_acc": 0.9806
        },
        {
          "epoch": 4,
          "test_loss": 0.051721,
          "test_acc": 0.9836
        },
        {
          "epoch": 5,
          "test_loss": 0.050876,
          "test_acc": 0.9833
        },
        {
          "epoch": 6,
          "test_loss": 0.04746,
          "test_acc": 0.9837
        },
        {
          "epoch": 7,
          "test_loss": 0.042635,
          "test_acc": 0.9852
        },
        {
          "epoch": 8,
          "test_loss": 0.040222,
          "test_acc": 0.9861
        },
        {
          "epoch": 9,
          "test_loss": 0.039712,
          "test_acc": 0.9872
        },
        {
          "epoch": 10,
          "test_loss": 0.042864,
          "test_acc": 0.9858
        }
      ]
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "adam_only",
      "seed": 103,
      "model_name": "Compact CNN (Adam-Only)",
      "param_count": 9098,
      "initial_test_acc": 0.1072,
      "final_test_acc": 0.9836,
      "final_test_loss": 0.04912,
      "subset_fitness_acc": null,
      "subset_fitness_loss": null,
      "pso_epochs": 0,
      "adam_epochs": 10,
      "elapsed_sec": 5.4935,
      "model_fingerprint": "17891ec08e79ee74",
      "data_fingerprint": "8dd702555745641a",
      "reused_from_architecture_lane": true,
      "epoch_history": [
        {
          "epoch": 0,
          "test_loss": 2.280618,
          "test_acc": 0.1072
        },
        {
          "epoch": 1,
          "test_loss": 0.166794,
          "test_acc": 0.9515
        },
        {
          "epoch": 2,
          "test_loss": 0.095259,
          "test_acc": 0.9708
        },
        {
          "epoch": 3,
          "test_loss": 0.072393,
          "test_acc": 0.9769
        },
        {
          "epoch": 4,
          "test_loss": 0.06575,
          "test_acc": 0.9791
        },
        {
          "epoch": 5,
          "test_loss": 0.056445,
          "test_acc": 0.9811
        },
        {
          "epoch": 6,
          "test_loss": 0.051095,
          "test_acc": 0.9842
        },
        {
          "epoch": 7,
          "test_loss": 0.049568,
          "test_acc": 0.9827
        },
        {
          "epoch": 8,
          "test_loss": 0.046002,
          "test_acc": 0.9847
        },
        {
          "epoch": 9,
          "test_loss": 0.047347,
          "test_acc": 0.9847
        },
        {
          "epoch": 10,
          "test_loss": 0.04912,
          "test_acc": 0.9836
        }
      ]
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "pso_only",
      "seed": 101,
      "model_name": "Compact CNN (PSO-Only)",
      "param_count": 9098,
      "initial_test_acc": 0.0851,
      "final_test_acc": 0.3901,
      "final_test_loss": 22.182518,
      "subset_fitness_acc": 0.399,
      "subset_fitness_loss": 21.674469,
      "pso_epochs": 40,
      "adam_epochs": 0,
      "elapsed_sec": 2.5761,
      "model_fingerprint": "db41fb515dcb49fa",
      "data_fingerprint": "8dd702555745641a",
      "pso_metadata": {
        "elapsed_sec": 2.5761,
        "particles": 30,
        "pso_epochs": 40,
        "fitness_size": 2000,
        "plugins": {
          "movement": {
            "title": "Adaptive Path-Moment PSO",
            "source": null,
            "fidelity": "experimental",
            "gradient_required": false,
            "options": {
              "c0": 1.49618,
              "c1": 1.49618,
              "w_min": 0.7298,
              "w_max": 0.7298,
              "moment_blend": 0.06,
              "moment_beta1": 0.9,
              "moment_beta2": 0.999,
              "moment_step_size": 0.5,
              "moment_epsilon": 1e-08
            }
          },
          "initialization": {
            "title": "Model Weight + Uniform Noise Initialization",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {
              "noise": 0.05
            }
          },
          "evaluation": {
            "title": "Fixed Subset Evaluation",
            "source": null,
            "fidelity": "experimental",
            "gradient_required": false,
            "options": {
              "fitness_size": 2000
            }
          },
          "convergence": {
            "title": "No Convergence Action",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {}
          },
          "refinement": {
            "title": "No Refinement",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {}
          }
        }
      }
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "pso_only",
      "seed": 102,
      "model_name": "Compact CNN (PSO-Only)",
      "param_count": 9098,
      "initial_test_acc": 0.0963,
      "final_test_acc": 0.3886,
      "final_test_loss": 6.031698,
      "subset_fitness_acc": 0.3925,
      "subset_fitness_loss": 5.977414,
      "pso_epochs": 40,
      "adam_epochs": 0,
      "elapsed_sec": 2.331,
      "model_fingerprint": "efd743cad60c7530",
      "data_fingerprint": "8dd702555745641a",
      "pso_metadata": {
        "elapsed_sec": 2.331,
        "particles": 30,
        "pso_epochs": 40,
        "fitness_size": 2000,
        "plugins": {
          "movement": {
            "title": "Adaptive Path-Moment PSO",
            "source": null,
            "fidelity": "experimental",
            "gradient_required": false,
            "options": {
              "c0": 1.49618,
              "c1": 1.49618,
              "w_min": 0.7298,
              "w_max": 0.7298,
              "moment_blend": 0.06,
              "moment_beta1": 0.9,
              "moment_beta2": 0.999,
              "moment_step_size": 0.5,
              "moment_epsilon": 1e-08
            }
          },
          "initialization": {
            "title": "Model Weight + Uniform Noise Initialization",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {
              "noise": 0.05
            }
          },
          "evaluation": {
            "title": "Fixed Subset Evaluation",
            "source": null,
            "fidelity": "experimental",
            "gradient_required": false,
            "options": {
              "fitness_size": 2000
            }
          },
          "convergence": {
            "title": "No Convergence Action",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {}
          },
          "refinement": {
            "title": "No Refinement",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {}
          }
        }
      }
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "pso_only",
      "seed": 103,
      "model_name": "Compact CNN (PSO-Only)",
      "param_count": 9098,
      "initial_test_acc": 0.1072,
      "final_test_acc": 0.3242,
      "final_test_loss": 14.099036,
      "subset_fitness_acc": 0.3405,
      "subset_fitness_loss": 14.065619,
      "pso_epochs": 40,
      "adam_epochs": 0,
      "elapsed_sec": 2.7469,
      "model_fingerprint": "17891ec08e79ee74",
      "data_fingerprint": "8dd702555745641a",
      "pso_metadata": {
        "elapsed_sec": 2.7469,
        "particles": 30,
        "pso_epochs": 40,
        "fitness_size": 2000,
        "plugins": {
          "movement": {
            "title": "Adaptive Path-Moment PSO",
            "source": null,
            "fidelity": "experimental",
            "gradient_required": false,
            "options": {
              "c0": 1.49618,
              "c1": 1.49618,
              "w_min": 0.7298,
              "w_max": 0.7298,
              "moment_blend": 0.06,
              "moment_beta1": 0.9,
              "moment_beta2": 0.999,
              "moment_step_size": 0.5,
              "moment_epsilon": 1e-08
            }
          },
          "initialization": {
            "title": "Model Weight + Uniform Noise Initialization",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {
              "noise": 0.05
            }
          },
          "evaluation": {
            "title": "Fixed Subset Evaluation",
            "source": null,
            "fidelity": "experimental",
            "gradient_required": false,
            "options": {
              "fitness_size": 2000
            }
          },
          "convergence": {
            "title": "No Convergence Action",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {}
          },
          "refinement": {
            "title": "No Refinement",
            "source": null,
            "fidelity": "canonical",
            "gradient_required": false,
            "options": {}
          }
        }
      }
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "hybrid",
      "seed": 101,
      "model_name": "Compact CNN (Hybrid)",
      "param_count": 9098,
      "initial_test_acc": 0.0851,
      "final_test_acc": 0.9658,
      "final_test_loss": 0.109308,
      "subset_fitness_acc": 0.399,
      "subset_fitness_loss": 21.674469,
      "pso_epochs": 40,
      "adam_epochs": 10,
      "elapsed_sec": 7.4414,
      "model_fingerprint": "db41fb515dcb49fa",
      "data_fingerprint": "8dd702555745641a",
      "post_pso_test_acc": 0.3901,
      "post_pso_test_loss": 22.182518,
      "post_adam_history": [
        {
          "epoch": 0,
          "test_loss": 22.182518,
          "test_acc": 0.3901
        },
        {
          "epoch": 1,
          "test_loss": 0.906649,
          "test_acc": 0.7792
        },
        {
          "epoch": 2,
          "test_loss": 0.464925,
          "test_acc": 0.8794
        },
        {
          "epoch": 3,
          "test_loss": 0.311633,
          "test_acc": 0.9154
        },
        {
          "epoch": 4,
          "test_loss": 0.238255,
          "test_acc": 0.9325
        },
        {
          "epoch": 5,
          "test_loss": 0.19292,
          "test_acc": 0.9433
        },
        {
          "epoch": 6,
          "test_loss": 0.166287,
          "test_acc": 0.9493
        },
        {
          "epoch": 7,
          "test_loss": 0.141884,
          "test_acc": 0.9583
        },
        {
          "epoch": 8,
          "test_loss": 0.124148,
          "test_acc": 0.963
        },
        {
          "epoch": 9,
          "test_loss": 0.117039,
          "test_acc": 0.9659
        },
        {
          "epoch": 10,
          "test_loss": 0.109308,
          "test_acc": 0.9658
        }
      ],
      "efficiency_label": "HYBRID_GETS_EXTRA_WORK_UNFAIR_EFFICIENCY_COMPARISON"
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "hybrid",
      "seed": 102,
      "model_name": "Compact CNN (Hybrid)",
      "param_count": 9098,
      "initial_test_acc": 0.0963,
      "final_test_acc": 0.9807,
      "final_test_loss": 0.061528,
      "subset_fitness_acc": 0.3925,
      "subset_fitness_loss": 5.977414,
      "pso_epochs": 40,
      "adam_epochs": 10,
      "elapsed_sec": 7.226,
      "model_fingerprint": "efd743cad60c7530",
      "data_fingerprint": "8dd702555745641a",
      "post_pso_test_acc": 0.3886,
      "post_pso_test_loss": 6.031698,
      "post_adam_history": [
        {
          "epoch": 0,
          "test_loss": 6.031698,
          "test_acc": 0.3886
        },
        {
          "epoch": 1,
          "test_loss": 0.253423,
          "test_acc": 0.9225
        },
        {
          "epoch": 2,
          "test_loss": 0.149914,
          "test_acc": 0.9538
        },
        {
          "epoch": 3,
          "test_loss": 0.115633,
          "test_acc": 0.9642
        },
        {
          "epoch": 4,
          "test_loss": 0.095672,
          "test_acc": 0.9707
        },
        {
          "epoch": 5,
          "test_loss": 0.088199,
          "test_acc": 0.9723
        },
        {
          "epoch": 6,
          "test_loss": 0.075571,
          "test_acc": 0.9755
        },
        {
          "epoch": 7,
          "test_loss": 0.067953,
          "test_acc": 0.9783
        },
        {
          "epoch": 8,
          "test_loss": 0.067223,
          "test_acc": 0.978
        },
        {
          "epoch": 9,
          "test_loss": 0.065023,
          "test_acc": 0.9801
        },
        {
          "epoch": 10,
          "test_loss": 0.061528,
          "test_acc": 0.9807
        }
      ],
      "efficiency_label": "HYBRID_GETS_EXTRA_WORK_UNFAIR_EFFICIENCY_COMPARISON"
    },
    {
      "lane": "optimizer",
      "profile_or_arch": "hybrid",
      "seed": 103,
      "model_name": "Compact CNN (Hybrid)",
      "param_count": 9098,
      "initial_test_acc": 0.1072,
      "final_test_acc": 0.9725,
      "final_test_loss": 0.088789,
      "subset_fitness_acc": 0.3405,
      "subset_fitness_loss": 14.065619,
      "pso_epochs": 40,
      "adam_epochs": 10,
      "elapsed_sec": 7.7426,
      "model_fingerprint": "17891ec08e79ee74",
      "data_fingerprint": "8dd702555745641a",
      "post_pso_test_acc": 0.3242,
      "post_pso_test_loss": 14.099036,
      "post_adam_history": [
        {
          "epoch": 0,
          "test_loss": 14.099036,
          "test_acc": 0.3242
        },
        {
          "epoch": 1,
          "test_loss": 0.543463,
          "test_acc": 0.8485
        },
        {
          "epoch": 2,
          "test_loss": 0.308044,
          "test_acc": 0.9105
        },
        {
          "epoch": 3,
          "test_loss": 0.22712,
          "test_acc": 0.9322
        },
        {
          "epoch": 4,
          "test_loss": 0.17457,
          "test_acc": 0.944
        },
        {
          "epoch": 5,
          "test_loss": 0.146244,
          "test_acc": 0.9527
        },
        {
          "epoch": 6,
          "test_loss": 0.126948,
          "test_acc": 0.9613
        },
        {
          "epoch": 7,
          "test_loss": 0.112113,
          "test_acc": 0.9648
        },
        {
          "epoch": 8,
          "test_loss": 0.10164,
          "test_acc": 0.9676
        },
        {
          "epoch": 9,
          "test_loss": 0.094236,
          "test_acc": 0.9698
        },
        {
          "epoch": 10,
          "test_loss": 0.088789,
          "test_acc": 0.9725
        }
      ],
      "efficiency_label": "HYBRID_GETS_EXTRA_WORK_UNFAIR_EFFICIENCY_COMPARISON"
    }
  ]
}