upload baseline_enc3_lr1e3_minlr1e-3_k3_ep100_seed8
Browse files
logs/baseline_enc3_lr1e3_minlr1e-3_k3_ep100_seed8.jsonl
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| 1 |
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{"epoch": 0, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.2535880083839099, "train_reg": 0.0, "train_total": 0.2535880083839099}
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| 2 |
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{"epoch": 1, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.10051831502156953, "train_reg": 0.0, "train_total": 0.10051831502156953}
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| 3 |
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{"epoch": 2, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.02536043934136008, "train_reg": 0.0, "train_total": 0.02536043934136008}
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| 4 |
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{"epoch": 3, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01935960827783371, "train_reg": 0.0, "train_total": 0.01935960827783371}
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| 5 |
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{"epoch": 4, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01888921482410903, "train_reg": 0.0, "train_total": 0.01888921482410903}
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| 6 |
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{"epoch": 5, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01877862634137273, "train_reg": 0.0, "train_total": 0.01877862634137273}
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| 7 |
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{"epoch": 6, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01853440892106543, "train_reg": 0.0, "train_total": 0.01853440892106543}
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| 8 |
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{"epoch": 7, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018379875051323324, "train_reg": 0.0, "train_total": 0.018379875051323324}
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| 9 |
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{"epoch": 8, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018330974504351616, "train_reg": 0.0, "train_total": 0.018330974504351616}
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| 10 |
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{"epoch": 9, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018192517920397222, "train_reg": 0.0, "train_total": 0.018192517920397222, "id_val_bce": 0.01837563708735009, "ood_bce": 0.021343909258333345, "orth_gap": 0.16589473187923431, "iso_gap": 0.030798114836215973, "jac_energy": 1.6341301202774048, "conf_gap": 0.18918168544769287, "jac_energy_0": 1.9295711517333984, "jac_energy_1": 1.8740160465240479, "jac_energy_2": 1.0988032817840576, "participation_ratio": 3.0200653076171875, "geometry_score": 0.19226149693131447}
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| 11 |
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{"epoch": 10, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018078261889362086, "train_reg": 0.0, "train_total": 0.018078261889362086}
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| 12 |
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{"epoch": 21, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.017466365786579747, "train_reg": 0.0, "train_total": 0.017466365786579747}
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{"epoch": 22, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.017421692318748683, "train_reg": 0.0, "train_total": 0.017421692318748683}
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{"epoch": 23, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01740960836953794, "train_reg": 0.0, "train_total": 0.01740960836953794}
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{"epoch": 29, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.016359594650566578, "train_reg": 0.0, "train_total": 0.016359594650566578, "id_val_bce": 0.0161858977129062, "ood_bce": 0.023477899197799464, "orth_gap": 0.16535422205924988, "iso_gap": 0.04320243373513222, "jac_energy": 3.4702281951904297, "conf_gap": 0.205092191696167, "jac_energy_0": 3.487121343612671, "jac_energy_1": 4.863821983337402, "jac_energy_2": 2.059741973876953, "participation_ratio": 3.028930902481079, "geometry_score": 0.20941243506968021}
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| 42 |
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| 45 |
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| 60 |
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| 78 |
+
{"epoch": 77, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.003381867633531025, "train_reg": 0.0, "train_total": 0.003381867633531025}
|
| 79 |
+
{"epoch": 78, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.004176546465411472, "train_reg": 0.0, "train_total": 0.004176546465411472}
|
| 80 |
+
{"epoch": 79, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0027871711402743435, "train_reg": 0.0, "train_total": 0.0027871711402743435, "id_val_bce": 0.002996584565456336, "ood_bce": 0.06788613243649404, "orth_gap": 0.09975053369998932, "iso_gap": 0.015575127676129341, "jac_energy": 13.297663688659668, "conf_gap": 0.12152189761400223, "jac_energy_0": 12.626012802124023, "jac_energy_1": 12.860617637634277, "jac_energy_2": 14.406359672546387, "participation_ratio": 3.5576491355895996, "geometry_score": 0.12307941038161516}
|
| 81 |
+
{"epoch": 80, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0037539837382306964, "train_reg": 0.0, "train_total": 0.0037539837382306964}
|
| 82 |
+
{"epoch": 81, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.003178155491089759, "train_reg": 0.0, "train_total": 0.003178155491089759}
|
| 83 |
+
{"epoch": 82, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.003287070406562028, "train_reg": 0.0, "train_total": 0.003287070406562028}
|
| 84 |
+
{"epoch": 83, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.002964335617434699, "train_reg": 0.0, "train_total": 0.002964335617434699}
|
| 85 |
+
{"epoch": 84, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.003648849810512426, "train_reg": 0.0, "train_total": 0.003648849810512426}
|
| 86 |
+
{"epoch": 85, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0030639146474034837, "train_reg": 0.0, "train_total": 0.0030639146474034837}
|
| 87 |
+
{"epoch": 86, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0036778300224492946, "train_reg": 0.0, "train_total": 0.0036778300224492946}
|
| 88 |
+
{"epoch": 87, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0033363705272980346, "train_reg": 0.0, "train_total": 0.0033363705272980346}
|
| 89 |
+
{"epoch": 88, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.002656404317046205, "train_reg": 0.0, "train_total": 0.002656404317046205}
|
| 90 |
+
{"epoch": 89, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0030995757454851023, "train_reg": 0.0, "train_total": 0.0030995757454851023, "id_val_bce": 0.002467578548627595, "ood_bce": 0.07175916308963982, "orth_gap": 0.09452877938747406, "iso_gap": 0.014772034250199795, "jac_energy": 13.65589427947998, "conf_gap": 0.11653397232294083, "jac_energy_0": 12.742944717407227, "jac_energy_1": 13.265584945678711, "jac_energy_2": 14.959155082702637, "participation_ratio": 3.572585344314575, "geometry_score": 0.1180111757479608}
|
| 91 |
+
{"epoch": 90, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0041041635534687275, "train_reg": 0.0, "train_total": 0.0041041635534687275}
|
| 92 |
+
{"epoch": 91, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0025210293169948272, "train_reg": 0.0, "train_total": 0.0025210293169948272}
|
| 93 |
+
{"epoch": 92, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0029767339437967166, "train_reg": 0.0, "train_total": 0.0029767339437967166}
|
| 94 |
+
{"epoch": 93, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0033441672749177087, "train_reg": 0.0, "train_total": 0.0033441672749177087}
|
| 95 |
+
{"epoch": 94, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0020708810225187335, "train_reg": 0.0, "train_total": 0.0020708810225187335}
|
| 96 |
+
{"epoch": 95, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.003643071322585456, "train_reg": 0.0, "train_total": 0.003643071322585456}
|
| 97 |
+
{"epoch": 96, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.003938555115989099, "train_reg": 0.0, "train_total": 0.003938555115989099}
|
| 98 |
+
{"epoch": 97, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0023456535272998735, "train_reg": 0.0, "train_total": 0.0023456535272998735}
|
| 99 |
+
{"epoch": 98, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0024197074490075465, "train_reg": 0.0, "train_total": 0.0024197074490075465}
|
| 100 |
+
{"epoch": 99, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0031631983971844115, "train_reg": 0.0, "train_total": 0.0031631983971844115, "id_val_bce": 0.0030416771575498083, "ood_bce": 0.05748777605088738, "orth_gap": 0.09118303656578064, "iso_gap": 0.013480150140821934, "jac_energy": 13.371602058410645, "conf_gap": 0.11148479580879211, "jac_energy_0": 12.463526725769043, "jac_energy_1": 13.04914379119873, "jac_energy_2": 14.602137565612793, "participation_ratio": 3.612077236175537, "geometry_score": 0.1128328108228743}
|