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nohup_mtranse.txt
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load arguments: {'training_data': '../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/', 'output': '../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/', 'dataset_division': '541_5fold', 'embedding_module': 'MTransE', 'alignment_module': 'mapping', 'search_module': 'greedy', 'dim': 100, 'init': 'unit', 'ent_l2_norm': True, 'rel_l2_norm': True, 'loss_norm': 'L2', 'learning_rate': 0.01, 'optimizer': 'Adagrad', 'max_epoch': 2000, 'batch_size': 5000, 'alpha': 5, 'batch_threads_num': 2, 'test_threads_num': 4, 'ordered': True, 'start_valid': 100, 'eval_freq': 10, 'stop_metric': 'hits1', 'eval_metric': 'inner', 'csls': 10, 'top_k': [1, 5, 10, 50], 'is_save': True, 'eval_norm': True}
MTransE
<openea.modules.args.args_hander.ARGs object at 0x7fb9a2127908>
read relation triples: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/rel_triples_1
read relation triples: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/rel_triples_2
read attribute triples: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/attr_triples_1
read attribute triples: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/attr_triples_2
read links: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/541_5fold/1/train_links
read links: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/541_5fold/1/valid_links
read links: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/541_5fold/1/test_links
Number of rt_dict: 20000
Number of hr_dict: 1
entity relations dict: 20000
Number of av_dict: 20000
entity attributes dict: 20000
KG statistics:
Number of entities: 20001
Number of relations: 1
Number of attributes: 23
Number of relation triples: 20000
Number of attribute triples: 459923
Number of local relation triples: 20000
Number of local attribute triples: 459923
Number of rt_dict: 60077
Number of hr_dict: 40094
entity relations dict: 60077
Number of av_dict: 60000
entity attributes dict: 60000
KG statistics:
Number of entities: 60094
Number of relations: 4
Number of attributes: 9
Number of relation triples: 380077
Number of attribute triples: 179923
Number of local relation triples: 380077
Number of local attribute triples: 179923
Number of rt_dict: 20000
Number of hr_dict: 1
entity relations dict: 20000
Number of av_dict: 20000
entity attributes dict: 20000
KG statistics:
Number of entities: 20001
Number of relations: 1
Number of attributes: 23
Number of relation triples: 20000
Number of attribute triples: 459923
Number of local relation triples: 20000
Number of local attribute triples: 459923
Number of rt_dict: 60077
Number of hr_dict: 40094
entity relations dict: 60077
Number of av_dict: 60000
entity attributes dict: 60000
KG statistics:
Number of entities: 60094
Number of relations: 4
Number of attributes: 9
Number of relation triples: 380077
Number of attribute triples: 179923
Number of local relation triples: 380077
Number of local attribute triples: 179923
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/ ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/Basic-Gold/ ['..', '..', 'OntologySummit', 'AirlinesCustomerSatisfaction', 'EntityAlignment', 'Basic-Gold'] 541_5fold/1/ MTransE
results output folder: ../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/
epoch 1, avg. triple loss: 1.6560, cost time: 43.6473s
epoch 1, avg. mapping loss: 8.1639, cost time: 36.6685s
epoch 2, avg. triple loss: 1.2104, cost time: 49.2890s
epoch 2, avg. mapping loss: 7.2133, cost time: 29.2821s
epoch 3, avg. triple loss: 1.1213, cost time: 41.1271s
epoch 3, avg. mapping loss: 6.5584, cost time: 30.0993s
epoch 4, avg. triple loss: 1.0614, cost time: 43.5446s
epoch 4, avg. mapping loss: 5.9289, cost time: 29.3759s
epoch 5, avg. triple loss: 0.9975, cost time: 43.7439s
epoch 5, avg. mapping loss: 5.3825, cost time: 30.1051s
epoch 6, avg. triple loss: 0.9225, cost time: 43.5426s
epoch 6, avg. mapping loss: 4.8952, cost time: 24.4565s
epoch 7, avg. triple loss: 0.8387, cost time: 44.8611s
epoch 7, avg. mapping loss: 4.4484, cost time: 23.4565s
epoch 8, avg. triple loss: 0.7520, cost time: 36.3115s
epoch 8, avg. mapping loss: 4.0319, cost time: 24.0040s
epoch 9, avg. triple loss: 0.6687, cost time: 34.8787s
epoch 9, avg. mapping loss: 3.6776, cost time: 23.3515s
epoch 10, avg. triple loss: 0.5934, cost time: 32.7684s
epoch 10, avg. mapping loss: 3.3502, cost time: 20.7597s
epoch 11, avg. triple loss: 0.5282, cost time: 38.1150s
epoch 11, avg. mapping loss: 3.0974, cost time: 26.8510s
epoch 12, avg. triple loss: 0.4735, cost time: 36.3320s
epoch 12, avg. mapping loss: 2.8616, cost time: 25.2017s
epoch 13, avg. triple loss: 0.4286, cost time: 42.6590s
epoch 13, avg. mapping loss: 2.6579, cost time: 24.0378s
epoch 14, avg. triple loss: 0.3922, cost time: 36.8817s
epoch 14, avg. mapping loss: 2.5165, cost time: 23.9008s
epoch 15, avg. triple loss: 0.3628, cost time: 42.6378s
epoch 15, avg. mapping loss: 2.3842, cost time: 30.4351s
epoch 16, avg. triple loss: 0.3393, cost time: 49.5653s
epoch 16, avg. mapping loss: 2.2811, cost time: 29.5925s
epoch 17, avg. triple loss: 0.3204, cost time: 46.5887s
epoch 17, avg. mapping loss: 2.1915, cost time: 36.6317s
epoch 18, avg. triple loss: 0.3051, cost time: 52.8239s
epoch 18, avg. mapping loss: 2.1201, cost time: 37.1509s
epoch 19, avg. triple loss: 0.2926, cost time: 49.1810s
epoch 19, avg. mapping loss: 2.0501, cost time: 36.1013s
epoch 20, avg. triple loss: 0.2823, cost time: 51.3787s
epoch 20, avg. mapping loss: 1.9958, cost time: 30.4811s
epoch 21, avg. triple loss: 0.2738, cost time: 44.3063s
epoch 21, avg. mapping loss: 1.9217, cost time: 35.0974s
epoch 22, avg. triple loss: 0.2665, cost time: 57.9185s
epoch 22, avg. mapping loss: 1.8657, cost time: 34.7449s
epoch 23, avg. triple loss: 0.2603, cost time: 53.2201s
epoch 23, avg. mapping loss: 1.8077, cost time: 37.3188s
epoch 24, avg. triple loss: 0.2549, cost time: 59.9256s
epoch 24, avg. mapping loss: 1.7491, cost time: 33.5633s
epoch 25, avg. triple loss: 0.2501, cost time: 53.3841s
epoch 25, avg. mapping loss: 1.6943, cost time: 30.4796s
epoch 26, avg. triple loss: 0.2458, cost time: 51.8346s
epoch 26, avg. mapping loss: 1.6326, cost time: 27.7371s
epoch 27, avg. triple loss: 0.2418, cost time: 44.2617s
epoch 27, avg. mapping loss: 1.5753, cost time: 31.2656s
epoch 28, avg. triple loss: 0.2381, cost time: 45.6012s
epoch 28, avg. mapping loss: 1.5173, cost time: 34.3463s
epoch 29, avg. triple loss: 0.2346, cost time: 54.5075s
epoch 29, avg. mapping loss: 1.4535, cost time: 30.9689s
epoch 30, avg. triple loss: 0.2312, cost time: 39.0987s
epoch 30, avg. mapping loss: 1.3958, cost time: 31.1387s
epoch 31, avg. triple loss: 0.2279, cost time: 50.6319s
epoch 31, avg. mapping loss: 1.3328, cost time: 32.7176s
epoch 32, avg. triple loss: 0.2247, cost time: 47.1066s
epoch 32, avg. mapping loss: 1.2757, cost time: 32.7353s
epoch 33, avg. triple loss: 0.2216, cost time: 51.4451s
epoch 33, avg. mapping loss: 1.2142, cost time: 37.8559s
epoch 34, avg. triple loss: 0.2185, cost time: 43.6907s
epoch 34, avg. mapping loss: 1.1531, cost time: 28.8967s
epoch 35, avg. triple loss: 0.2154, cost time: 47.0595s
epoch 35, avg. mapping loss: 1.1002, cost time: 26.9840s
epoch 36, avg. triple loss: 0.2123, cost time: 51.9548s
epoch 36, avg. mapping loss: 1.0413, cost time: 32.1683s
epoch 37, avg. triple loss: 0.2093, cost time: 54.7599s
epoch 37, avg. mapping loss: 0.9815, cost time: 33.6484s
epoch 38, avg. triple loss: 0.2062, cost time: 52.9011s
epoch 38, avg. mapping loss: 0.9290, cost time: 33.3941s
epoch 39, avg. triple loss: 0.2031, cost time: 46.2124s
epoch 39, avg. mapping loss: 0.8782, cost time: 32.0615s
epoch 40, avg. triple loss: 0.1999, cost time: 48.9067s
epoch 40, avg. mapping loss: 0.8265, cost time: 31.3317s
epoch 41, avg. triple loss: 0.1968, cost time: 47.1609s
epoch 41, avg. mapping loss: 0.7772, cost time: 34.5708s
epoch 42, avg. triple loss: 0.1937, cost time: 53.6146s
epoch 42, avg. mapping loss: 0.7325, cost time: 32.2366s
epoch 43, avg. triple loss: 0.1905, cost time: 49.3665s
epoch 43, avg. mapping loss: 0.6837, cost time: 33.0640s
epoch 44, avg. triple loss: 0.1873, cost time: 44.3421s
epoch 44, avg. mapping loss: 0.6417, cost time: 30.3049s
epoch 45, avg. triple loss: 0.1841, cost time: 51.9534s
epoch 45, avg. mapping loss: 0.6040, cost time: 35.3167s
epoch 46, avg. triple loss: 0.1809, cost time: 46.1367s
epoch 46, avg. mapping loss: 0.5660, cost time: 29.6860s
epoch 47, avg. triple loss: 0.1777, cost time: 51.7973s
epoch 47, avg. mapping loss: 0.5254, cost time: 32.0218s
epoch 48, avg. triple loss: 0.1745, cost time: 44.7273s
epoch 48, avg. mapping loss: 0.4908, cost time: 31.1899s
epoch 49, avg. triple loss: 0.1712, cost time: 50.6561s
epoch 49, avg. mapping loss: 0.4588, cost time: 29.3287s
epoch 50, avg. triple loss: 0.1680, cost time: 46.6952s
epoch 50, avg. mapping loss: 0.4309, cost time: 30.0015s
epoch 51, avg. triple loss: 0.1648, cost time: 47.7979s
epoch 51, avg. mapping loss: 0.3988, cost time: 30.0050s
epoch 52, avg. triple loss: 0.1616, cost time: 48.6941s
epoch 52, avg. mapping loss: 0.3722, cost time: 29.7106s
epoch 53, avg. triple loss: 0.1584, cost time: 46.0588s
epoch 53, avg. mapping loss: 0.3476, cost time: 29.0932s
epoch 54, avg. triple loss: 0.1552, cost time: 51.8436s
epoch 54, avg. mapping loss: 0.3242, cost time: 35.1621s
epoch 55, avg. triple loss: 0.1520, cost time: 47.2758s
epoch 55, avg. mapping loss: 0.3016, cost time: 29.6033s
epoch 56, avg. triple loss: 0.1489, cost time: 45.8730s
epoch 56, avg. mapping loss: 0.2815, cost time: 40.2507s
epoch 57, avg. triple loss: 0.1457, cost time: 46.2326s
epoch 57, avg. mapping loss: 0.2633, cost time: 32.4257s
epoch 58, avg. triple loss: 0.1426, cost time: 48.3834s
epoch 58, avg. mapping loss: 0.2444, cost time: 28.9248s
epoch 59, avg. triple loss: 0.1395, cost time: 46.3838s
epoch 59, avg. mapping loss: 0.2276, cost time: 27.9717s
epoch 60, avg. triple loss: 0.1365, cost time: 46.1515s
epoch 60, avg. mapping loss: 0.2123, cost time: 30.8959s
epoch 61, avg. triple loss: 0.1335, cost time: 47.5358s
epoch 61, avg. mapping loss: 0.1972, cost time: 33.0879s
epoch 62, avg. triple loss: 0.1305, cost time: 49.0076s
epoch 62, avg. mapping loss: 0.1827, cost time: 35.7932s
epoch 63, avg. triple loss: 0.1276, cost time: 47.6881s
epoch 63, avg. mapping loss: 0.1711, cost time: 30.2801s
epoch 64, avg. triple loss: 0.1247, cost time: 44.6442s
epoch 64, avg. mapping loss: 0.1586, cost time: 31.1665s
epoch 65, avg. triple loss: 0.1218, cost time: 45.5339s
epoch 65, avg. mapping loss: 0.1492, cost time: 31.8092s
epoch 66, avg. triple loss: 0.1190, cost time: 48.5764s
epoch 66, avg. mapping loss: 0.1384, cost time: 30.8855s
epoch 67, avg. triple loss: 0.1162, cost time: 47.5701s
epoch 67, avg. mapping loss: 0.1281, cost time: 28.4579s
epoch 68, avg. triple loss: 0.1135, cost time: 43.5241s
epoch 68, avg. mapping loss: 0.1215, cost time: 30.1088s
epoch 69, avg. triple loss: 0.1108, cost time: 43.0111s
epoch 69, avg. mapping loss: 0.1107, cost time: 29.5686s
epoch 70, avg. triple loss: 0.1081, cost time: 54.2517s
epoch 70, avg. mapping loss: 0.1054, cost time: 28.8471s
epoch 71, avg. triple loss: 0.1056, cost time: 45.2095s
epoch 71, avg. mapping loss: 0.0981, cost time: 29.4861s
epoch 72, avg. triple loss: 0.1030, cost time: 42.0741s
epoch 72, avg. mapping loss: 0.0911, cost time: 30.5232s
epoch 73, avg. triple loss: 0.1005, cost time: 44.0725s
epoch 73, avg. mapping loss: 0.0854, cost time: 24.1891s
epoch 74, avg. triple loss: 0.0981, cost time: 42.3328s
epoch 74, avg. mapping loss: 0.0800, cost time: 33.4209s
epoch 75, avg. triple loss: 0.0956, cost time: 43.3811s
epoch 75, avg. mapping loss: 0.0745, cost time: 34.6352s
epoch 76, avg. triple loss: 0.0933, cost time: 44.7367s
epoch 76, avg. mapping loss: 0.0695, cost time: 32.4114s
epoch 77, avg. triple loss: 0.0910, cost time: 41.9230s
epoch 77, avg. mapping loss: 0.0656, cost time: 30.9045s
epoch 78, avg. triple loss: 0.0887, cost time: 42.9267s
epoch 78, avg. mapping loss: 0.0610, cost time: 34.1494s
epoch 79, avg. triple loss: 0.0865, cost time: 40.9759s
epoch 79, avg. mapping loss: 0.0575, cost time: 29.4663s
epoch 80, avg. triple loss: 0.0843, cost time: 60.2908s
epoch 80, avg. mapping loss: 0.0538, cost time: 33.8120s
epoch 81, avg. triple loss: 0.0822, cost time: 47.6504s
epoch 81, avg. mapping loss: 0.0506, cost time: 36.4784s
epoch 82, avg. triple loss: 0.0801, cost time: 45.4958s
epoch 82, avg. mapping loss: 0.0472, cost time: 33.3855s
epoch 83, avg. triple loss: 0.0781, cost time: 46.0596s
epoch 83, avg. mapping loss: 0.0447, cost time: 30.0892s
epoch 84, avg. triple loss: 0.0761, cost time: 42.8964s
epoch 84, avg. mapping loss: 0.0420, cost time: 28.8456s
epoch 85, avg. triple loss: 0.0742, cost time: 52.1842s
epoch 85, avg. mapping loss: 0.0393, cost time: 31.9254s
epoch 86, avg. triple loss: 0.0723, cost time: 52.3702s
epoch 86, avg. mapping loss: 0.0378, cost time: 32.0203s
epoch 87, avg. triple loss: 0.0704, cost time: 45.2225s
epoch 87, avg. mapping loss: 0.0350, cost time: 35.9246s
epoch 88, avg. triple loss: 0.0686, cost time: 45.4578s
epoch 88, avg. mapping loss: 0.0327, cost time: 31.7583s
epoch 89, avg. triple loss: 0.0668, cost time: 48.4816s
epoch 89, avg. mapping loss: 0.0308, cost time: 32.6948s
epoch 90, avg. triple loss: 0.0651, cost time: 45.3176s
epoch 90, avg. mapping loss: 0.0290, cost time: 28.3977s
epoch 91, avg. triple loss: 0.0634, cost time: 46.5915s
epoch 91, avg. mapping loss: 0.0273, cost time: 27.8841s
epoch 92, avg. triple loss: 0.0618, cost time: 46.4061s
epoch 92, avg. mapping loss: 0.0258, cost time: 25.9623s
epoch 93, avg. triple loss: 0.0602, cost time: 38.9911s
epoch 93, avg. mapping loss: 0.0246, cost time: 25.6344s
epoch 94, avg. triple loss: 0.0586, cost time: 51.1015s
epoch 94, avg. mapping loss: 0.0236, cost time: 28.9622s
epoch 95, avg. triple loss: 0.0571, cost time: 42.5279s
epoch 95, avg. mapping loss: 0.0215, cost time: 33.5532s
epoch 96, avg. triple loss: 0.0556, cost time: 44.1213s
epoch 96, avg. mapping loss: 0.0206, cost time: 31.5372s
epoch 97, avg. triple loss: 0.0541, cost time: 41.0041s
epoch 97, avg. mapping loss: 0.0195, cost time: 29.9189s
epoch 98, avg. triple loss: 0.0527, cost time: 44.9914s
epoch 98, avg. mapping loss: 0.0183, cost time: 28.6621s
epoch 99, avg. triple loss: 0.0513, cost time: 45.8322s
epoch 99, avg. mapping loss: 0.0173, cost time: 26.6137s
epoch 100, avg. triple loss: 0.0500, cost time: 46.6872s
epoch 100, avg. mapping loss: 0.0167, cost time: 34.9366s
quick results: hits@[1, 5, 10, 50] = [0. 0. 0.05 0.4 ]%, time = 12.512 s
epoch 101, avg. triple loss: 0.0487, cost time: 48.0159s
epoch 101, avg. mapping loss: 0.0154, cost time: 33.5807s
epoch 102, avg. triple loss: 0.0474, cost time: 38.1998s
epoch 102, avg. mapping loss: 0.0146, cost time: 29.3676s
epoch 103, avg. triple loss: 0.0461, cost time: 50.0788s
epoch 103, avg. mapping loss: 0.0141, cost time: 28.8012s
epoch 104, avg. triple loss: 0.0449, cost time: 41.0433s
epoch 104, avg. mapping loss: 0.0132, cost time: 28.5633s
epoch 105, avg. triple loss: 0.0437, cost time: 41.5030s
epoch 105, avg. mapping loss: 0.0128, cost time: 28.6123s
epoch 106, avg. triple loss: 0.0425, cost time: 43.2377s
epoch 106, avg. mapping loss: 0.0119, cost time: 27.6547s
epoch 107, avg. triple loss: 0.0414, cost time: 43.8262s
epoch 107, avg. mapping loss: 0.0115, cost time: 33.4985s
epoch 108, avg. triple loss: 0.0403, cost time: 46.8695s
epoch 108, avg. mapping loss: 0.0109, cost time: 29.6475s
epoch 109, avg. triple loss: 0.0392, cost time: 43.8088s
epoch 109, avg. mapping loss: 0.0104, cost time: 31.6793s
epoch 110, avg. triple loss: 0.0382, cost time: 44.6173s
epoch 110, avg. mapping loss: 0.0098, cost time: 27.7408s
quick results: hits@[1, 5, 10, 50] = [0. 0. 0.05 0.45]%, time = 10.101 s
epoch 111, avg. triple loss: 0.0372, cost time: 44.0142s
epoch 111, avg. mapping loss: 0.0093, cost time: 29.0452s
epoch 112, avg. triple loss: 0.0362, cost time: 43.7822s
epoch 112, avg. mapping loss: 0.0087, cost time: 31.3928s
epoch 113, avg. triple loss: 0.0352, cost time: 49.0394s
epoch 113, avg. mapping loss: 0.0084, cost time: 29.5488s
epoch 114, avg. triple loss: 0.0343, cost time: 45.5889s
epoch 114, avg. mapping loss: 0.0081, cost time: 29.8623s
epoch 115, avg. triple loss: 0.0334, cost time: 44.2143s
epoch 115, avg. mapping loss: 0.0076, cost time: 31.2466s
epoch 116, avg. triple loss: 0.0325, cost time: 40.3453s
epoch 116, avg. mapping loss: 0.0073, cost time: 32.7501s
epoch 117, avg. triple loss: 0.0316, cost time: 43.9635s
epoch 117, avg. mapping loss: 0.0068, cost time: 31.3339s
epoch 118, avg. triple loss: 0.0308, cost time: 49.3874s
epoch 118, avg. mapping loss: 0.0066, cost time: 29.6456s
epoch 119, avg. triple loss: 0.0299, cost time: 47.9097s
epoch 119, avg. mapping loss: 0.0063, cost time: 32.9822s
epoch 120, avg. triple loss: 0.0291, cost time: 42.9576s
epoch 120, avg. mapping loss: 0.0060, cost time: 33.9600s
quick results: hits@[1, 5, 10, 50] = [0. 0. 0.1 0.5]%, time = 9.739 s
== should early stop ==
Training ends. Total time = 9338.026 s.
accurate results: hits@[1, 5, 10, 50] = [0. 0.025 0.062 0.55 ]%, mr = 4003.291, mrr = 0.000911, time = 30.955 s
accurate results with csls: csls=10, hits@[1, 5, 10, 50] = [0. 0.025 0.062 0.55 ]%, mr = 4002.117, mrr = 0.000919, time = 45.446 s
Results saved!
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/kg1_ent_ids saved.
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/kg2_ent_ids saved.
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/kg1_rel_ids saved.
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/kg2_rel_ids saved.
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/kg1_attr_ids saved.
../../OntologySummit/AirlinesCustomerSatisfaction/EntityAlignment/results/MTransE/Basic-Gold/541_5fold/1/20231103192829/kg2_attr_ids saved.
Embeddings saved!
Total run time = 9741.183 s.