INFO:Trainer:2024-05-19 16:23:14:[cuda:0] Initialization completed, start model training.
INFO:Trainer:2024-05-19 16:26:23:[cuda:0] Epoch 100 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:26:31:mr: 8111.488
INFO:Trainer:2024-05-19 16:26:31:mrr: 0.378
INFO:Trainer:2024-05-19 16:26:31:hits@1: 0.364
INFO:Trainer:2024-05-19 16:26:31:hits@3: 0.383
INFO:Trainer:2024-05-19 16:26:31:hits@10: 0.402
INFO:Trainer:2024-05-19 16:26:31:mr_type: 4127.008
INFO:Trainer:2024-05-19 16:26:31:mrr_type: 0.383
INFO:Trainer:2024-05-19 16:26:31:hits@1_type: 0.367
INFO:Trainer:2024-05-19 16:26:31:hits@3_type: 0.39
INFO:Trainer:2024-05-19 16:26:31:hits@10_type: 0.411
INFO:EarlyStopping:2024-05-19 16:26:31:Validation score improved (-inf --> 0.402000).  Saving model ...
INFO:Trainer:2024-05-19 16:26:34:[cuda:0] Epoch 100 | Training checkpoint saved at ../../checkpoint/analogy-100.pth
INFO:Trainer:2024-05-19 16:26:34:[cuda:0] Epoch [ 100/2000] | Batchsize: 4096 | loss:  1.363593 | 1.88989 seconds/epoch
INFO:Trainer:2024-05-19 16:29:31:[cuda:0] Epoch 200 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:29:39:mr: 6716.302
INFO:Trainer:2024-05-19 16:29:39:mrr: 0.386
INFO:Trainer:2024-05-19 16:29:39:hits@1: 0.364
INFO:Trainer:2024-05-19 16:29:39:hits@3: 0.398
INFO:Trainer:2024-05-19 16:29:39:hits@10: 0.422
INFO:Trainer:2024-05-19 16:29:39:mr_type: 3274.771
INFO:Trainer:2024-05-19 16:29:39:mrr_type: 0.395
INFO:Trainer:2024-05-19 16:29:39:hits@1_type: 0.371
INFO:Trainer:2024-05-19 16:29:39:hits@3_type: 0.407
INFO:Trainer:2024-05-19 16:29:39:hits@10_type: 0.432
INFO:EarlyStopping:2024-05-19 16:29:39:Validation score improved (0.402000 --> 0.422000).  Saving model ...
INFO:Trainer:2024-05-19 16:29:40:[cuda:0] Epoch 200 | Training checkpoint saved at ../../checkpoint/analogy-200.pth
INFO:Trainer:2024-05-19 16:29:40:[cuda:0] Epoch [ 200/2000] | Batchsize: 4096 | loss:  0.837205 | 1.88265 seconds/epoch
INFO:Trainer:2024-05-19 16:32:36:[cuda:0] Epoch 300 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:32:44:mr: 6176.977
INFO:Trainer:2024-05-19 16:32:44:mrr: 0.394
INFO:Trainer:2024-05-19 16:32:44:hits@1: 0.366
INFO:Trainer:2024-05-19 16:32:44:hits@3: 0.411
INFO:Trainer:2024-05-19 16:32:44:hits@10: 0.439
INFO:Trainer:2024-05-19 16:32:44:mr_type: 2957.396
INFO:Trainer:2024-05-19 16:32:44:mrr_type: 0.402
INFO:Trainer:2024-05-19 16:32:44:hits@1_type: 0.373
INFO:Trainer:2024-05-19 16:32:44:hits@3_type: 0.42
INFO:Trainer:2024-05-19 16:32:44:hits@10_type: 0.449
INFO:EarlyStopping:2024-05-19 16:32:44:Validation score improved (0.422000 --> 0.439000).  Saving model ...
INFO:Trainer:2024-05-19 16:32:45:[cuda:0] Epoch 300 | Training checkpoint saved at ../../checkpoint/analogy-300.pth
INFO:Trainer:2024-05-19 16:32:45:[cuda:0] Epoch [ 300/2000] | Batchsize: 4096 | loss:  0.702512 | 1.87256 seconds/epoch
INFO:Trainer:2024-05-19 16:35:41:[cuda:0] Epoch 400 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:35:49:mr: 5793.655
INFO:Trainer:2024-05-19 16:35:49:mrr: 0.4
INFO:Trainer:2024-05-19 16:35:49:hits@1: 0.371
INFO:Trainer:2024-05-19 16:35:49:hits@3: 0.416
INFO:Trainer:2024-05-19 16:35:49:hits@10: 0.447
INFO:Trainer:2024-05-19 16:35:49:mr_type: 2747.617
INFO:Trainer:2024-05-19 16:35:49:mrr_type: 0.409
INFO:Trainer:2024-05-19 16:35:49:hits@1_type: 0.378
INFO:Trainer:2024-05-19 16:35:49:hits@3_type: 0.426
INFO:Trainer:2024-05-19 16:35:49:hits@10_type: 0.455
INFO:EarlyStopping:2024-05-19 16:35:49:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-19 16:35:50:[cuda:0] Epoch 400 | Training checkpoint saved at ../../checkpoint/analogy-400.pth
INFO:Trainer:2024-05-19 16:35:50:[cuda:0] Epoch [ 400/2000] | Batchsize: 4096 | loss:  0.656183 | 1.86717 seconds/epoch
INFO:Trainer:2024-05-19 16:38:47:[cuda:0] Epoch 500 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:38:55:mr: 5544.671
INFO:Trainer:2024-05-19 16:38:55:mrr: 0.402
INFO:Trainer:2024-05-19 16:38:55:hits@1: 0.372
INFO:Trainer:2024-05-19 16:38:55:hits@3: 0.418
INFO:Trainer:2024-05-19 16:38:55:hits@10: 0.453
INFO:Trainer:2024-05-19 16:38:55:mr_type: 2621.944
INFO:Trainer:2024-05-19 16:38:55:mrr_type: 0.412
INFO:Trainer:2024-05-19 16:38:55:hits@1_type: 0.38
INFO:Trainer:2024-05-19 16:38:55:hits@3_type: 0.429
INFO:Trainer:2024-05-19 16:38:55:hits@10_type: 0.463
INFO:EarlyStopping:2024-05-19 16:38:55:Validation score improved (0.439000 --> 0.453000).  Saving model ...
INFO:Trainer:2024-05-19 16:38:56:[cuda:0] Epoch 500 | Training checkpoint saved at ../../checkpoint/analogy-500.pth
INFO:Trainer:2024-05-19 16:38:56:[cuda:0] Epoch [ 500/2000] | Batchsize: 4096 | loss:  0.636360 | 1.86533 seconds/epoch
INFO:Trainer:2024-05-19 16:41:53:[cuda:0] Epoch 600 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:42:02:mr: 5316.828
INFO:Trainer:2024-05-19 16:42:02:mrr: 0.406
INFO:Trainer:2024-05-19 16:42:02:hits@1: 0.373
INFO:Trainer:2024-05-19 16:42:02:hits@3: 0.424
INFO:Trainer:2024-05-19 16:42:02:hits@10: 0.456
INFO:Trainer:2024-05-19 16:42:02:mr_type: 2524.253
INFO:Trainer:2024-05-19 16:42:02:mrr_type: 0.416
INFO:Trainer:2024-05-19 16:42:02:hits@1_type: 0.382
INFO:Trainer:2024-05-19 16:42:02:hits@3_type: 0.435
INFO:Trainer:2024-05-19 16:42:02:hits@10_type: 0.467
INFO:EarlyStopping:2024-05-19 16:42:02:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-19 16:42:02:[cuda:0] Epoch 600 | Training checkpoint saved at ../../checkpoint/analogy-600.pth
INFO:Trainer:2024-05-19 16:42:02:[cuda:0] Epoch [ 600/2000] | Batchsize: 4096 | loss:  0.624029 | 1.86531 seconds/epoch
INFO:Trainer:2024-05-19 16:44:58:[cuda:0] Epoch 700 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-19 16:45:06:mr: 5198.648
INFO:Trainer:2024-05-19 16:45:06:mrr: 0.407
INFO:Trainer:2024-05-19 16:45:06:hits@1: 0.374
INFO:Trainer:2024-05-19 16:45:06:hits@3: 0.424
INFO:Trainer:2024-05-19 16:45:06:hits@10: 0.461
INFO:Trainer:2024-05-19 16:45:06:mr_type: 2470.134
INFO:Trainer:2024-05-19 16:45:06:mrr_type: 0.417
INFO:Trainer:2024-05-19 16:45:06:hits@1_type: 0.383
INFO:Trainer:2024-05-19 16:45:06:hits@3_type: 0.436
INFO:Trainer:2024-05-19 16:45:06:hits@10_type: 0.472
INFO:EarlyStopping:2024-05-19 16:45:06:EarlyStopping counter: 2 / 2
INFO:Trainer:2024-05-19 16:45:06:[cuda:0] Send an early stopping signal
INFO:Trainer:2024-05-19 16:45:06:[cuda:0] The model training is completed, taking a total of 1303.71563 seconds.
INFO:Trainer:2024-05-19 16:45:06:[cuda:0] Model saved at ../../checkpoint/analogy.pth.
INFO:Trainer:2024-05-19 16:45:06:[cuda:0] The model starts evaluating in the test set.
INFO:Trainer:2024-05-19 16:45:15:mr: 5088.035
INFO:Trainer:2024-05-19 16:45:15:mrr: 0.409
INFO:Trainer:2024-05-19 16:45:15:hits@1: 0.377
INFO:Trainer:2024-05-19 16:45:15:hits@3: 0.426
INFO:Trainer:2024-05-19 16:45:15:hits@10: 0.464
INFO:Trainer:2024-05-19 16:45:15:mr_type: 2547.149
INFO:Trainer:2024-05-19 16:45:15:mrr_type: 0.419
INFO:Trainer:2024-05-19 16:45:15:hits@1_type: 0.385
INFO:Trainer:2024-05-19 16:45:15:hits@3_type: 0.436
INFO:Trainer:2024-05-19 16:45:15:hits@10_type: 0.477