{ "expected_source": { "author_crossover_commit": "90697e8a17ab5e0757a62df40da521766763abe1", "main_commit": "dab65f657ed22ce90fe2b38a360ca62cc8b00e65", "protocol_sha256": "345e0c1245f558a68ea2c212dfa427bdaa30eafd2c8d16c6763691ba354dae61" }, "gate": "pass", "num_audited_records": 19, "num_expected_records": 19, "records": [ { "best_epoch": 10, "best_validation_accuracy": 69.0199966430664, "driver_wall_seconds": null, "epochs_completed": 10, "experiment_name": "plain-p1-bp-minicnn-lr0p025", "final_validation_accuracy": 69.0199966430664, "final_validation_loss": 0.9017932415008545, "histogram_sha256": "534ebffb23256a16746d940493e8c7ea0d8c2685c97b364c11a855e653a6fce6", "manifest": "runs/plain-p1-bp-minicnn-lr0p025/2026_07_27_13_34_41/crossover_manifest.json", "method": "bp", "rate": 0.025, "test_metrics_all_nan": true, "train_seconds": 24.938091278076172, "validation_seconds": 2.485126495361328 }, { "best_epoch": 3, "best_validation_accuracy": 47.68000030517578, "driver_wall_seconds": 53.98298001289368, "epochs_completed": 10, "experiment_name": "plain-p1-fa-minicnn-lr0p003", "final_validation_accuracy": 42.47999954223633, "final_validation_loss": 4.360357761383057, "histogram_sha256": "0d2fff946e60672c21fe3789935e6d677198784b7405f30f8d0579e8e5a33e25", "manifest": "runs/plain-p1-fa-minicnn-lr0p003/2026_07_27_13_35_54/crossover_manifest.json", "method": "fa", "rate": 0.003, "test_metrics_all_nan": true, "train_seconds": 37.1375572681427, "validation_seconds": 2.595064878463745 }, { "best_epoch": 10, "best_validation_accuracy": 44.02000045776367, "driver_wall_seconds": 54.10479736328125, "epochs_completed": 10, "experiment_name": "plain-p1-fa-minicnn-lr0p01", "final_validation_accuracy": 44.02000045776367, "final_validation_loss": 243.5307159423828, "histogram_sha256": "8117092fb45870c267bc1a36e37f98e2c4d05856a1f8c6a3de901014bcb50ae6", "manifest": "runs/plain-p1-fa-minicnn-lr0p01/2026_07_27_13_36_48/crossover_manifest.json", "method": "fa", "rate": 0.01, "test_metrics_all_nan": true, "train_seconds": 37.05406403541565, "validation_seconds": 2.487299680709839 }, { "best_epoch": 8, "best_validation_accuracy": 44.13999938964844, "driver_wall_seconds": 53.24331092834473, "epochs_completed": 10, "experiment_name": "plain-p1-fa-minicnn-lr0p03", "final_validation_accuracy": 42.08000183105469, "final_validation_loss": 2647.7197265625, "histogram_sha256": "85d5e24bc57523b004f45e4ed8180815701dbd8150708ec853bc4e6ab05fcc8d", "manifest": "runs/plain-p1-fa-minicnn-lr0p03/2026_07_27_13_37_42/crossover_manifest.json", "method": "fa", "rate": 0.03, "test_metrics_all_nan": true, "train_seconds": 36.596099615097046, "validation_seconds": 2.505472183227539 }, { "best_epoch": 7, "best_validation_accuracy": 50.099998474121094, "driver_wall_seconds": 53.15471529960632, "epochs_completed": 10, "experiment_name": "plain-p1-dfa-minicnn-lr0p003", "final_validation_accuracy": 44.52000045776367, "final_validation_loss": 6.695240020751953, "histogram_sha256": "a8a75822d50b6ff0a761bd80c6efb57a9c67744b81beea2162500579f8d33d7c", "manifest": "runs/plain-p1-dfa-minicnn-lr0p003/2026_07_27_13_35_44/crossover_manifest.json", "method": "dfa", "rate": 0.003, "test_metrics_all_nan": true, "train_seconds": 36.10304522514343, "validation_seconds": 2.478029489517212 }, { "best_epoch": 7, "best_validation_accuracy": 44.459999084472656, "driver_wall_seconds": 53.555464029312134, "epochs_completed": 10, "experiment_name": "plain-p1-dfa-minicnn-lr0p01", "final_validation_accuracy": 40.18000030517578, "final_validation_loss": 207.70547485351562, "histogram_sha256": "68c63c914a743afc85ca91f0a73ebf6ace618887117abcb6179dfac754ab8583", "manifest": "runs/plain-p1-dfa-minicnn-lr0p01/2026_07_27_13_36_37/crossover_manifest.json", "method": "dfa", "rate": 0.01, "test_metrics_all_nan": true, "train_seconds": 36.20350170135498, "validation_seconds": 2.5470991134643555 }, { "best_epoch": 5, "best_validation_accuracy": 37.68000030517578, "driver_wall_seconds": 52.8665452003479, "epochs_completed": 10, "experiment_name": "plain-p1-dfa-minicnn-lr0p03", "final_validation_accuracy": 28.860000610351562, "final_validation_loss": 381436.09375, "histogram_sha256": "cebe6d9d32ae33527173f83cd4d7c7478c8a4a53f11ed373f888a168c707af7b", "manifest": "runs/plain-p1-dfa-minicnn-lr0p03/2026_07_27_13_37_31/crossover_manifest.json", "method": "dfa", "rate": 0.03, "test_metrics_all_nan": true, "train_seconds": 35.7019248008728, "validation_seconds": 2.40809965133667 }, { "best_epoch": 1, "best_validation_accuracy": 27.479999542236328, "driver_wall_seconds": 52.816155672073364, "epochs_completed": 10, "experiment_name": "plain-p1-pepita-minicnn-lr0p01", "final_validation_accuracy": 10.880000114440918, "final_validation_loss": 190006.296875, "histogram_sha256": "e8e1c1ba5bab0ce023bfc7b5770b31bac3192003538b884d54eaeed2f7df6c84", "manifest": "runs/plain-p1-pepita-minicnn-lr0p01/2026_07_27_13_31_55/crossover_manifest.json", "method": "pepita", "rate": 0.01, "test_metrics_all_nan": true, "train_seconds": 35.831242084503174, "validation_seconds": 2.4864041805267334 }, { "best_epoch": null, "best_validation_accuracy": 4.86, "driver_wall_seconds": 81.33231949806213, "epochs_completed": 30, "experiment_name": "plain-p1-ff-minicnn-lr0p03", "final_validation_accuracy": 4.86, "final_validation_loss": 2.253856658935547, "histogram_sha256": "b4525d1e2cac272fb34dbc9e885d08c494b9b22a76e73abf726d365ac5d65f52", "manifest": "runs/plain-p1-ff-minicnn-lr0p03/2026_07_27_13_30_34/crossover_manifest.json", "method": "ff", "rate": 0.03, "test_metrics_all_nan": true, "train_seconds": 64.50965976715088, "validation_seconds": 3.194784641265869 }, { "best_epoch": 1, "best_validation_accuracy": 10.880000114440918, "driver_wall_seconds": 144.76186728477478, "epochs_completed": 10, "experiment_name": "plain-p1-ep-minicnn-lr0p003", "final_validation_accuracy": 10.880000114440918, "final_validation_loss": 0.17824001610279083, "histogram_sha256": "d9534ce6340c403bc3b32946d3327cdbba89e28a1d9edef708d6c6ea5b742fe5", "manifest": "runs/plain-p1-ep-minicnn-lr0p003/2026_07_27_13_28_36/crossover_manifest.json", "method": "ep", "rate": 0.003, "test_metrics_all_nan": true, "train_seconds": 120.60259532928467, "validation_seconds": 10.41963005065918 }, { "best_epoch": 1, "best_validation_accuracy": 10.880000114440918, "driver_wall_seconds": 146.56798315048218, "epochs_completed": 10, "experiment_name": "plain-p1-ep-minicnn-lr0p01", "final_validation_accuracy": 10.880000114440918, "final_validation_loss": 0.17824001610279083, "histogram_sha256": "fa782c1f8c6afbd6ee3f91d53d9fa799daf0c2b70356da12d7ae78440874903d", "manifest": "runs/plain-p1-ep-minicnn-lr0p01/2026_07_27_13_31_01/crossover_manifest.json", "method": "ep", "rate": 0.01, "test_metrics_all_nan": true, "train_seconds": 121.54937195777893, "validation_seconds": 10.896919965744019 }, { "best_epoch": 1, "best_validation_accuracy": 9.399999618530273, "driver_wall_seconds": 146.23966145515442, "epochs_completed": 10, "experiment_name": "plain-p1-ep-minicnn-lr0p03", "final_validation_accuracy": 9.399999618530273, "final_validation_loss": 0.3396400213241577, "histogram_sha256": "96edbf5cc1da7e44d57a8b130692aee42e20eb7c0964d01958b3ebdf1bd02b91", "manifest": "runs/plain-p1-ep-minicnn-lr0p03/2026_07_27_13_33_28/crossover_manifest.json", "method": "ep", "rate": 0.03, "test_metrics_all_nan": true, "train_seconds": 121.5877935886383, "validation_seconds": 10.519296884536743 }, { "best_epoch": 10, "best_validation_accuracy": 69.18000030517578, "driver_wall_seconds": 117.89603066444397, "epochs_completed": 10, "experiment_name": "plain-p1-dualprop-minicnn-lr0p025", "final_validation_accuracy": 69.18000030517578, "final_validation_loss": 0.9032290577888489, "histogram_sha256": "0aa63a064b4e8db582b406edbbac232d927c84a8b60aba5d554457cf1c0eda37", "manifest": "runs/plain-p1-dualprop-minicnn-lr0p025/2026_07_27_13_28_36/crossover_manifest.json", "method": "dualprop", "rate": 0.025, "test_metrics_all_nan": true, "train_seconds": 101.47104024887085, "validation_seconds": 2.532742738723755 }, { "best_epoch": 10, "best_validation_accuracy": 71.31999969482422, "driver_wall_seconds": 63.29983401298523, "epochs_completed": 10, "experiment_name": "plain-p1-clean_kp-minicnn-lr0p003", "final_validation_accuracy": 71.31999969482422, "final_validation_loss": 0.8342198729515076, "histogram_sha256": "2e56f287295009cc55f7efc35bd111aa80f846f85b6bf8bf8caa53aed984ed3c", "manifest": "runs/plain-p1-clean_kp-minicnn-lr0p003/2026_07_27_13_38_35/crossover_manifest.json", "method": "clean_kp", "rate": 0.003, "test_metrics_all_nan": true, "train_seconds": 46.737804889678955, "validation_seconds": 2.5253994464874268 }, { "best_epoch": 10, "best_validation_accuracy": 72.62000274658203, "driver_wall_seconds": 63.30412268638611, "epochs_completed": 10, "experiment_name": "plain-p1-clean_kp-minicnn-lr0p01", "final_validation_accuracy": 72.62000274658203, "final_validation_loss": 0.8119363188743591, "histogram_sha256": "8c78f13ab1e650aa05e0387f47b213c2d765462d59ce00806136fcecc100409c", "manifest": "runs/plain-p1-clean_kp-minicnn-lr0p01/2026_07_27_13_39_39/crossover_manifest.json", "method": "clean_kp", "rate": 0.01, "test_metrics_all_nan": true, "train_seconds": 46.380820989608765, "validation_seconds": 2.5903303623199463 }, { "best_epoch": 9, "best_validation_accuracy": 66.77999877929688, "driver_wall_seconds": 62.69386029243469, "epochs_completed": 10, "experiment_name": "plain-p1-clean_kp-minicnn-lr0p03", "final_validation_accuracy": 66.73999786376953, "final_validation_loss": 0.9755602478981018, "histogram_sha256": "fda1bde32375de1afd20390609112587af959d6e046b8ecfeba31539a3ce42e0", "manifest": "runs/plain-p1-clean_kp-minicnn-lr0p03/2026_07_27_13_40_42/crossover_manifest.json", "method": "clean_kp", "rate": 0.03, "test_metrics_all_nan": true, "train_seconds": 45.855462312698364, "validation_seconds": 2.5258145332336426 }, { "best_epoch": 10, "best_validation_accuracy": 71.18000030517578, "driver_wall_seconds": 75.57752275466919, "epochs_completed": 10, "experiment_name": "plain-p1-sdil-minicnn-lr0p003", "final_validation_accuracy": 71.18000030517578, "final_validation_loss": 0.8337415456771851, "histogram_sha256": "1ab9ecfef74354866e3071bd4911bf2e776ff6a4493b14a76364c02ad090af19", "manifest": "runs/plain-p1-sdil-minicnn-lr0p003/2026_07_27_13_38_23/crossover_manifest.json", "method": "sdil", "rate": 0.003, "test_metrics_all_nan": true, "train_seconds": 51.720041275024414, "validation_seconds": 2.5472254753112793 }, { "best_epoch": 10, "best_validation_accuracy": 72.5999984741211, "driver_wall_seconds": 75.49908399581909, "epochs_completed": 10, "experiment_name": "plain-p1-sdil-minicnn-lr0p01", "final_validation_accuracy": 72.5999984741211, "final_validation_loss": 0.8222209215164185, "histogram_sha256": "b1d425eb285b9ab367f851df8a3c103a85ef81bf44a6ba12d47edba955866215", "manifest": "runs/plain-p1-sdil-minicnn-lr0p01/2026_07_27_13_39_39/crossover_manifest.json", "method": "sdil", "rate": 0.01, "test_metrics_all_nan": true, "train_seconds": 52.18812847137451, "validation_seconds": 2.575517416000366 }, { "best_epoch": 10, "best_validation_accuracy": 66.5999984741211, "driver_wall_seconds": 74.3778088092804, "epochs_completed": 10, "experiment_name": "plain-p1-sdil-minicnn-lr0p03", "final_validation_accuracy": 66.5999984741211, "final_validation_loss": 0.9670084118843079, "histogram_sha256": "b420ad1f13c38e4eb469cf228aa65692f21ae97e3d0e3c6b9119c5f3b36ef492", "manifest": "runs/plain-p1-sdil-minicnn-lr0p03/2026_07_27_13_41_44/crossover_manifest.json", "method": "sdil", "rate": 0.03, "test_metrics_all_nan": true, "train_seconds": 51.435088872909546, "validation_seconds": 2.528696298599243 } ], "selected": { "bp": { "best_validation_accuracy": 69.0199966430664, "experiment_name": "plain-p1-bp-minicnn-lr0p025", "rate": 0.025 }, "clean_kp": { "best_validation_accuracy": 72.62000274658203, "experiment_name": "plain-p1-clean_kp-minicnn-lr0p01", "rate": 0.01 }, "dfa": { "best_validation_accuracy": 50.099998474121094, "experiment_name": "plain-p1-dfa-minicnn-lr0p003", "rate": 0.003 }, "dualprop": { "best_validation_accuracy": 69.18000030517578, "experiment_name": "plain-p1-dualprop-minicnn-lr0p025", "rate": 0.025 }, "ep": { "best_validation_accuracy": 10.880000114440918, "experiment_name": "plain-p1-ep-minicnn-lr0p003", "rate": 0.003 }, "fa": { "best_validation_accuracy": 47.68000030517578, "experiment_name": "plain-p1-fa-minicnn-lr0p003", "rate": 0.003 }, "ff": { "best_validation_accuracy": 4.86, "experiment_name": "plain-p1-ff-minicnn-lr0p03", "rate": 0.03 }, "pepita": { "best_validation_accuracy": 27.479999542236328, "experiment_name": "plain-p1-pepita-minicnn-lr0p01", "rate": 0.01 }, "sdil": { "best_validation_accuracy": 72.5999984741211, "experiment_name": "plain-p1-sdil-minicnn-lr0p01", "rate": 0.01 } }, "selection_rule": "maximum best validation accuracy, then finite final validation loss, then lower learning rate", "stage": "plain_cnn_p1", "test_policy": "none" }