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Browse files- cnn_h128-64_lr0.001/best.pt +3 -0
- cnn_h128-64_lr0.001/latest.pt +3 -0
- cnn_h128-64_lr0.001/metrics.jsonl +5 -0
- mlp_h128-64_lr0.001/best.pt +3 -0
- mlp_h128-64_lr0.001/latest.pt +3 -0
- mlp_h128-64_lr0.001/metrics.jsonl +5 -0
- vector_h128-64_lr0.001/best.pt +3 -0
- vector_h128-64_lr0.001/latest.pt +3 -0
- vector_h128-64_lr0.001/metrics.jsonl +5 -0
cnn_h128-64_lr0.001/best.pt
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cnn_h128-64_lr0.001/latest.pt
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cnn_h128-64_lr0.001/metrics.jsonl
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{"epoch": 1, "train_loss": 2.3110111611669577, "train_bit_acc": 0.6840885176267534, "train_exact_acc": 0.24921135650106374, "train_mapping_acc": 0.18910716009970754, "train_mapping_exact_acc": 0.0038715227946942467, "train_opt_gap": 0.8006436566635036, "val_loss": 2.0736771702287666, "val_bit_acc": 0.8280622432509579, "val_exact_acc": 0.4402610441767068, "val_mapping_acc": 0.21837349319793134, "val_mapping_exact_acc": 0.005522088353413655, "val_opt_gap": 0.6025222994592474, "train_steps": 109, "val_steps": 32}
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{"epoch": 2, "train_loss": 2.0499959820008122, "train_bit_acc": 0.8295574040374614, "train_exact_acc": 0.4526813880468051, "train_mapping_acc": 0.21986425754963787, "train_mapping_exact_acc": 0.00473186119873817, "train_opt_gap": 0.5814797427502882, "val_loss": 2.0462853515962043, "val_bit_acc": 0.8280622432509579, "val_exact_acc": 0.4402610441767068, "val_mapping_acc": 0.20356425625014019, "val_mapping_exact_acc": 0.0030120481927710845, "val_opt_gap": 0.6051457545111609, "train_steps": 109, "val_steps": 32}
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{"epoch": 3, "train_loss": 2.0435215420390667, "train_bit_acc": 0.8295574049263176, "train_exact_acc": 0.452681388021165, "train_mapping_acc": 0.2169964625333215, "train_mapping_exact_acc": 0.003584743328104055, "train_opt_gap": 0.5826337683136968, "val_loss": 2.0457560068153473, "val_bit_acc": 0.8280622432509579, "val_exact_acc": 0.4402610441767068, "val_mapping_acc": 0.22238955763449153, "val_mapping_exact_acc": 0.007530120481927711, "val_opt_gap": 0.6046013239117953, "train_steps": 109, "val_steps": 32}
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{"epoch": 4, "train_loss": 2.04310292434583, "train_bit_acc": 0.8295574009435581, "train_exact_acc": 0.452681388132272, "train_mapping_acc": 0.21991205359893232, "train_mapping_exact_acc": 0.0048752509277599195, "train_opt_gap": 0.582699244941408, "val_loss": 2.04635943466401, "val_bit_acc": 0.8280622432509579, "val_exact_acc": 0.4402610441767068, "val_mapping_acc": 0.21837349319793134, "val_mapping_exact_acc": 0.005522088353413655, "val_opt_gap": 0.6025222994592474, "train_steps": 109, "val_steps": 32}
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{"epoch": 5, "train_loss": 2.042547699233882, "train_bit_acc": 0.829557401644387, "train_exact_acc": 0.45268138788441786, "train_mapping_acc": 0.21843035999019952, "train_mapping_exact_acc": 0.004445081727874631, "train_opt_gap": 0.5828747586795778, "val_loss": 2.0451217387095992, "val_bit_acc": 0.8280622432509579, "val_exact_acc": 0.4402610441767068, "val_mapping_acc": 0.21837349319793134, "val_mapping_exact_acc": 0.005522088353413655, "val_opt_gap": 0.6025222994592474, "train_steps": 109, "val_steps": 32}
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mlp_h128-64_lr0.001/best.pt
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mlp_h128-64_lr0.001/latest.pt
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mlp_h128-64_lr0.001/metrics.jsonl
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{"epoch": 1, "train_loss": 2.0419342879890747, "train_bit_acc": 0.8746534745263137, "train_exact_acc": 0.5669630056710239, "train_mapping_acc": 0.2088949432217839, "train_mapping_exact_acc": 0.0035847433323774017, "train_opt_gap": 0.37078232055916366, "val_loss": 1.9049773723724857, "val_bit_acc": 0.9226070982385352, "val_exact_acc": 0.733433734939759, "val_mapping_acc": 0.22138554043319808, "val_mapping_exact_acc": 0.004518072289156626, "val_opt_gap": 0.2459839329683107, "train_steps": 109, "val_steps": 32}
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{"epoch": 2, "train_loss": 1.8620295266145137, "train_bit_acc": 0.9417120695353444, "train_exact_acc": 0.7714367652985508, "train_mapping_acc": 0.21957747801040078, "train_mapping_exact_acc": 0.004301691998852882, "train_opt_gap": 0.2212446156382574, "val_loss": 1.8374408043053256, "val_bit_acc": 0.9621820634148686, "val_exact_acc": 0.8217871485943775, "val_mapping_acc": 0.21536144614219666, "val_mapping_exact_acc": 0.0050200803212851405, "val_opt_gap": 0.21744430786472746, "train_steps": 109, "val_steps": 32}
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{"epoch": 3, "train_loss": 1.8052604440156321, "train_bit_acc": 0.9713220533409808, "train_exact_acc": 0.8576139947354092, "train_mapping_acc": 0.22528916894363954, "train_mapping_exact_acc": 0.006022368798394035, "train_opt_gap": 0.19663267879973412, "val_loss": 1.8035301994607151, "val_bit_acc": 0.9697121815030355, "val_exact_acc": 0.8458835341365462, "val_mapping_acc": 0.2136044167131784, "val_mapping_exact_acc": 0.0030120481927710845, "val_opt_gap": 0.1871695092134588, "train_steps": 109, "val_steps": 32}
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{"epoch": 4, "train_loss": 1.7790603127628608, "train_bit_acc": 0.9755759498332544, "train_exact_acc": 0.8851448233913206, "train_mapping_acc": 0.23178950339290794, "train_mapping_exact_acc": 0.006739317460596168, "train_opt_gap": 0.1692270725122033, "val_loss": 1.7955614146458576, "val_bit_acc": 0.9770749685275986, "val_exact_acc": 0.8880522088353414, "val_mapping_acc": 0.22439759054097785, "val_mapping_exact_acc": 0.005522088353413655, "val_opt_gap": 0.17012023518069583, "train_steps": 109, "val_steps": 32}
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{"epoch": 5, "train_loss": 1.7624911334475646, "train_bit_acc": 0.9796147581017869, "train_exact_acc": 0.9063665043121427, "train_mapping_acc": 0.2345378065830594, "train_mapping_exact_acc": 0.006882707189617917, "train_opt_gap": 0.16404532494695398, "val_loss": 1.7806629392516662, "val_bit_acc": 0.977744308102083, "val_exact_acc": 0.8920682730923695, "val_mapping_acc": 0.22105087094517598, "val_mapping_exact_acc": 0.005522088353413655, "val_opt_gap": 0.17409362341466192, "train_steps": 109, "val_steps": 32}
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vector_h128-64_lr0.001/best.pt
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vector_h128-64_lr0.001/latest.pt
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vector_h128-64_lr0.001/metrics.jsonl
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{"epoch": 1, "train_loss": 1.9225374980543075, "train_bit_acc": 0.9452729192339386, "train_exact_acc": 0.7869228560670865, "train_mapping_acc": 0.21267087227265064, "train_mapping_exact_acc": 0.005592199598508747, "train_opt_gap": 0.25505965626062077, "val_loss": 1.770507003408838, "val_bit_acc": 0.9866131211380403, "val_exact_acc": 0.9372489959839357, "val_mapping_acc": 0.22389558262853737, "val_mapping_exact_acc": 0.0050200803212851405, "val_opt_gap": 0.15131031716285012, "train_steps": 109, "val_steps": 32}
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{"epoch": 2, "train_loss": 1.7102943167564757, "train_bit_acc": 0.9961523729373023, "train_exact_acc": 0.9800688270719816, "train_mapping_acc": 0.2458416990933666, "train_mapping_exact_acc": 0.006452537998279323, "train_opt_gap": 0.10760901884800668, "val_loss": 1.7021770419844662, "val_bit_acc": 0.99874497800467, "val_exact_acc": 0.9929718875502008, "val_mapping_acc": 0.245816601447791, "val_mapping_exact_acc": 0.007028112449799197, "val_opt_gap": 0.09205971216757099, "train_steps": 109, "val_steps": 32}
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{"epoch": 3, "train_loss": 1.640470938078134, "train_bit_acc": 0.9992591517683357, "train_exact_acc": 0.9961284772010324, "train_mapping_acc": 0.27671828778828667, "train_mapping_exact_acc": 0.013908804116804278, "train_opt_gap": 0.08841800114539967, "val_loss": 1.6254232346293438, "val_bit_acc": 0.9997489959839357, "val_exact_acc": 0.998995983935743, "val_mapping_acc": 0.2918340038343606, "val_mapping_exact_acc": 0.01606425702811245, "val_opt_gap": 0.08429122876141938, "train_steps": 109, "val_steps": 32}
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{"epoch": 4, "train_loss": 1.5686980605911722, "train_bit_acc": 0.9996654241379742, "train_exact_acc": 0.998566102667049, "train_mapping_acc": 0.3080489434876618, "train_mapping_exact_acc": 0.02222540864791985, "train_opt_gap": 0.08248054416865126, "val_loss": 1.5709746017992257, "val_bit_acc": 0.9998326646276268, "val_exact_acc": 0.9994979919678715, "val_mapping_acc": 0.3100736283633604, "val_mapping_exact_acc": 0.018072289156626505, "val_opt_gap": 0.0783184111917717, "train_steps": 109, "val_steps": 32}
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{"epoch": 5, "train_loss": 1.4729480391284406, "train_bit_acc": 0.9998088144182578, "train_exact_acc": 0.9994264410668197, "train_mapping_acc": 0.3429165466709673, "train_mapping_exact_acc": 0.03570404358193223, "train_opt_gap": 0.07230529434282228, "val_loss": 1.485910232287334, "val_bit_acc": 0.9998326646276268, "val_exact_acc": 0.9994979919678715, "val_mapping_acc": 0.3420348065086158, "val_mapping_exact_acc": 0.02961847389558233, "val_opt_gap": 0.06808247916276458, "train_steps": 109, "val_steps": 32}
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