INFO:Trainer:2024-05-22 19:24:06:[cuda:0] Initialization completed, start model training.
INFO:Trainer:2024-05-22 19:29:34:[cuda:0] Epoch 50 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 19:29:40:mr: 5097.871
INFO:Trainer:2024-05-22 19:29:40:mrr: 0.052
INFO:Trainer:2024-05-22 19:29:40:hits@1: 0.032
INFO:Trainer:2024-05-22 19:29:40:hits@3: 0.059
INFO:Trainer:2024-05-22 19:29:40:hits@10: 0.085
INFO:Trainer:2024-05-22 19:29:40:mr_type: 359.836
INFO:Trainer:2024-05-22 19:29:40:mrr_type: 0.184
INFO:Trainer:2024-05-22 19:29:40:hits@1_type: 0.136
INFO:Trainer:2024-05-22 19:29:40:hits@3_type: 0.189
INFO:Trainer:2024-05-22 19:29:40:hits@10_type: 0.273
INFO:EarlyStopping:2024-05-22 19:29:40:Validation score improved (-inf --> 0.085000).  Saving model ...
INFO:Trainer:2024-05-22 19:29:40:[cuda:0] Epoch 50 | Training checkpoint saved at ../../checkpoint/compgcn-50.pth
INFO:Trainer:2024-05-22 19:29:40:[cuda:0] Epoch [  50/2000] | Batchsize: 2048 | loss:  0.250013 | 6.55784 seconds/epoch
INFO:Trainer:2024-05-22 19:35:02:[cuda:0] Epoch 100 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 19:35:08:mr: 2143.394
INFO:Trainer:2024-05-22 19:35:08:mrr: 0.185
INFO:Trainer:2024-05-22 19:35:08:hits@1: 0.138
INFO:Trainer:2024-05-22 19:35:08:hits@3: 0.201
INFO:Trainer:2024-05-22 19:35:08:hits@10: 0.277
INFO:Trainer:2024-05-22 19:35:08:mr_type: 318.683
INFO:Trainer:2024-05-22 19:35:08:mrr_type: 0.237
INFO:Trainer:2024-05-22 19:35:08:hits@1_type: 0.175
INFO:Trainer:2024-05-22 19:35:08:hits@3_type: 0.252
INFO:Trainer:2024-05-22 19:35:08:hits@10_type: 0.355
INFO:EarlyStopping:2024-05-22 19:35:08:Validation score improved (0.085000 --> 0.277000).  Saving model ...
INFO:Trainer:2024-05-22 19:35:08:[cuda:0] Epoch 100 | Training checkpoint saved at ../../checkpoint/compgcn-100.pth
INFO:Trainer:2024-05-22 19:35:08:[cuda:0] Epoch [ 100/2000] | Batchsize: 2048 | loss:  0.159864 | 6.55768 seconds/epoch
INFO:Trainer:2024-05-22 19:40:33:[cuda:0] Epoch 150 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 19:40:39:mr: 323.785
INFO:Trainer:2024-05-22 19:40:39:mrr: 0.276
INFO:Trainer:2024-05-22 19:40:39:hits@1: 0.203
INFO:Trainer:2024-05-22 19:40:39:hits@3: 0.299
INFO:Trainer:2024-05-22 19:40:39:hits@10: 0.42
INFO:Trainer:2024-05-22 19:40:39:mr_type: 170.192
INFO:Trainer:2024-05-22 19:40:39:mrr_type: 0.302
INFO:Trainer:2024-05-22 19:40:39:hits@1_type: 0.225
INFO:Trainer:2024-05-22 19:40:39:hits@3_type: 0.326
INFO:Trainer:2024-05-22 19:40:39:hits@10_type: 0.452
INFO:EarlyStopping:2024-05-22 19:40:39:Validation score improved (0.277000 --> 0.420000).  Saving model ...
INFO:Trainer:2024-05-22 19:40:40:[cuda:0] Epoch 150 | Training checkpoint saved at ../../checkpoint/compgcn-150.pth
INFO:Trainer:2024-05-22 19:40:40:[cuda:0] Epoch [ 150/2000] | Batchsize: 2048 | loss:  0.123173 | 6.58215 seconds/epoch
INFO:Trainer:2024-05-22 19:46:08:[cuda:0] Epoch 200 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 19:46:14:mr: 230.851
INFO:Trainer:2024-05-22 19:46:14:mrr: 0.315
INFO:Trainer:2024-05-22 19:46:14:hits@1: 0.233
INFO:Trainer:2024-05-22 19:46:14:hits@3: 0.341
INFO:Trainer:2024-05-22 19:46:14:hits@10: 0.478
INFO:Trainer:2024-05-22 19:46:14:mr_type: 119.776
INFO:Trainer:2024-05-22 19:46:14:mrr_type: 0.341
INFO:Trainer:2024-05-22 19:46:14:hits@1_type: 0.257
INFO:Trainer:2024-05-22 19:46:14:hits@3_type: 0.368
INFO:Trainer:2024-05-22 19:46:14:hits@10_type: 0.512
INFO:EarlyStopping:2024-05-22 19:46:14:Validation score improved (0.420000 --> 0.478000).  Saving model ...
INFO:Trainer:2024-05-22 19:46:15:[cuda:0] Epoch 200 | Training checkpoint saved at ../../checkpoint/compgcn-200.pth
INFO:Trainer:2024-05-22 19:46:15:[cuda:0] Epoch [ 200/2000] | Batchsize: 2048 | loss:  0.112294 | 6.61091 seconds/epoch
INFO:Trainer:2024-05-22 19:51:39:[cuda:0] Epoch 250 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 19:51:45:mr: 214.828
INFO:Trainer:2024-05-22 19:51:45:mrr: 0.326
INFO:Trainer:2024-05-22 19:51:45:hits@1: 0.241
INFO:Trainer:2024-05-22 19:51:45:hits@3: 0.356
INFO:Trainer:2024-05-22 19:51:45:hits@10: 0.496
INFO:Trainer:2024-05-22 19:51:45:mr_type: 106.336
INFO:Trainer:2024-05-22 19:51:45:mrr_type: 0.352
INFO:Trainer:2024-05-22 19:51:45:hits@1_type: 0.264
INFO:Trainer:2024-05-22 19:51:45:hits@3_type: 0.382
INFO:Trainer:2024-05-22 19:51:45:hits@10_type: 0.531
INFO:EarlyStopping:2024-05-22 19:51:45:Validation score improved (0.478000 --> 0.496000).  Saving model ...
INFO:Trainer:2024-05-22 19:51:45:[cuda:0] Epoch 250 | Training checkpoint saved at ../../checkpoint/compgcn-250.pth
INFO:Trainer:2024-05-22 19:51:45:[cuda:0] Epoch [ 250/2000] | Batchsize: 2048 | loss:  0.107921 | 6.61190 seconds/epoch
INFO:Trainer:2024-05-22 19:57:00:[cuda:0] Epoch 300 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 19:57:06:mr: 205.082
INFO:Trainer:2024-05-22 19:57:06:mrr: 0.332
INFO:Trainer:2024-05-22 19:57:06:hits@1: 0.245
INFO:Trainer:2024-05-22 19:57:06:hits@3: 0.362
INFO:Trainer:2024-05-22 19:57:06:hits@10: 0.505
INFO:Trainer:2024-05-22 19:57:06:mr_type: 100.764
INFO:Trainer:2024-05-22 19:57:06:mrr_type: 0.36
INFO:Trainer:2024-05-22 19:57:06:hits@1_type: 0.27
INFO:Trainer:2024-05-22 19:57:06:hits@3_type: 0.389
INFO:Trainer:2024-05-22 19:57:06:hits@10_type: 0.542
INFO:EarlyStopping:2024-05-22 19:57:06:Validation score improved (0.496000 --> 0.505000).  Saving model ...
INFO:Trainer:2024-05-22 19:57:06:[cuda:0] Epoch 300 | Training checkpoint saved at ../../checkpoint/compgcn-300.pth
INFO:Trainer:2024-05-22 19:57:06:[cuda:0] Epoch [ 300/2000] | Batchsize: 2048 | loss:  0.105701 | 6.58026 seconds/epoch
INFO:Trainer:2024-05-22 20:02:18:[cuda:0] Epoch 350 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:02:24:mr: 197.576
INFO:Trainer:2024-05-22 20:02:24:mrr: 0.338
INFO:Trainer:2024-05-22 20:02:24:hits@1: 0.252
INFO:Trainer:2024-05-22 20:02:24:hits@3: 0.369
INFO:Trainer:2024-05-22 20:02:24:hits@10: 0.513
INFO:Trainer:2024-05-22 20:02:24:mr_type: 97.372
INFO:Trainer:2024-05-22 20:02:24:mrr_type: 0.366
INFO:Trainer:2024-05-22 20:02:24:hits@1_type: 0.276
INFO:Trainer:2024-05-22 20:02:24:hits@3_type: 0.397
INFO:Trainer:2024-05-22 20:02:24:hits@10_type: 0.548
INFO:EarlyStopping:2024-05-22 20:02:24:Validation score improved (0.505000 --> 0.513000).  Saving model ...
INFO:Trainer:2024-05-22 20:02:24:[cuda:0] Epoch 350 | Training checkpoint saved at ../../checkpoint/compgcn-350.pth
INFO:Trainer:2024-05-22 20:02:24:[cuda:0] Epoch [ 350/2000] | Batchsize: 2048 | loss:  0.104012 | 6.54783 seconds/epoch
INFO:Trainer:2024-05-22 20:07:33:[cuda:0] Epoch 400 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:07:39:mr: 189.675
INFO:Trainer:2024-05-22 20:07:39:mrr: 0.341
INFO:Trainer:2024-05-22 20:07:39:hits@1: 0.253
INFO:Trainer:2024-05-22 20:07:39:hits@3: 0.372
INFO:Trainer:2024-05-22 20:07:39:hits@10: 0.518
INFO:Trainer:2024-05-22 20:07:39:mr_type: 94.403
INFO:Trainer:2024-05-22 20:07:39:mrr_type: 0.368
INFO:Trainer:2024-05-22 20:07:39:hits@1_type: 0.276
INFO:Trainer:2024-05-22 20:07:39:hits@3_type: 0.4
INFO:Trainer:2024-05-22 20:07:39:hits@10_type: 0.552
INFO:EarlyStopping:2024-05-22 20:07:39:Validation score improved (0.513000 --> 0.518000).  Saving model ...
INFO:Trainer:2024-05-22 20:07:39:[cuda:0] Epoch 400 | Training checkpoint saved at ../../checkpoint/compgcn-400.pth
INFO:Trainer:2024-05-22 20:07:39:[cuda:0] Epoch [ 400/2000] | Batchsize: 2048 | loss:  0.102798 | 6.51777 seconds/epoch
INFO:Trainer:2024-05-22 20:12:50:[cuda:0] Epoch 450 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:12:56:mr: 185.26
INFO:Trainer:2024-05-22 20:12:56:mrr: 0.345
INFO:Trainer:2024-05-22 20:12:56:hits@1: 0.256
INFO:Trainer:2024-05-22 20:12:56:hits@3: 0.378
INFO:Trainer:2024-05-22 20:12:56:hits@10: 0.523
INFO:Trainer:2024-05-22 20:12:56:mr_type: 91.676
INFO:Trainer:2024-05-22 20:12:56:mrr_type: 0.372
INFO:Trainer:2024-05-22 20:12:56:hits@1_type: 0.28
INFO:Trainer:2024-05-22 20:12:56:hits@3_type: 0.406
INFO:Trainer:2024-05-22 20:12:56:hits@10_type: 0.558
INFO:EarlyStopping:2024-05-22 20:12:56:Validation score improved (0.518000 --> 0.523000).  Saving model ...
INFO:Trainer:2024-05-22 20:12:56:[cuda:0] Epoch 450 | Training checkpoint saved at ../../checkpoint/compgcn-450.pth
INFO:Trainer:2024-05-22 20:12:56:[cuda:0] Epoch [ 450/2000] | Batchsize: 2048 | loss:  0.101862 | 6.49729 seconds/epoch
INFO:Trainer:2024-05-22 20:18:08:[cuda:0] Epoch 500 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:18:14:mr: 184.5
INFO:Trainer:2024-05-22 20:18:14:mrr: 0.347
INFO:Trainer:2024-05-22 20:18:14:hits@1: 0.258
INFO:Trainer:2024-05-22 20:18:14:hits@3: 0.379
INFO:Trainer:2024-05-22 20:18:14:hits@10: 0.526
INFO:Trainer:2024-05-22 20:18:14:mr_type: 90.825
INFO:Trainer:2024-05-22 20:18:14:mrr_type: 0.373
INFO:Trainer:2024-05-22 20:18:14:hits@1_type: 0.282
INFO:Trainer:2024-05-22 20:18:14:hits@3_type: 0.406
INFO:Trainer:2024-05-22 20:18:14:hits@10_type: 0.562
INFO:EarlyStopping:2024-05-22 20:18:14:Validation score improved (0.523000 --> 0.526000).  Saving model ...
INFO:Trainer:2024-05-22 20:18:14:[cuda:0] Epoch 500 | Training checkpoint saved at ../../checkpoint/compgcn-500.pth
INFO:Trainer:2024-05-22 20:18:14:[cuda:0] Epoch [ 500/2000] | Batchsize: 2048 | loss:  0.101002 | 6.48520 seconds/epoch
INFO:Trainer:2024-05-22 20:23:23:[cuda:0] Epoch 550 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:23:29:mr: 182.184
INFO:Trainer:2024-05-22 20:23:29:mrr: 0.35
INFO:Trainer:2024-05-22 20:23:29:hits@1: 0.261
INFO:Trainer:2024-05-22 20:23:29:hits@3: 0.381
INFO:Trainer:2024-05-22 20:23:29:hits@10: 0.529
INFO:Trainer:2024-05-22 20:23:29:mr_type: 89.063
INFO:Trainer:2024-05-22 20:23:29:mrr_type: 0.376
INFO:Trainer:2024-05-22 20:23:29:hits@1_type: 0.284
INFO:Trainer:2024-05-22 20:23:29:hits@3_type: 0.408
INFO:Trainer:2024-05-22 20:23:29:hits@10_type: 0.565
INFO:EarlyStopping:2024-05-22 20:23:29:Validation score improved (0.526000 --> 0.529000).  Saving model ...
INFO:Trainer:2024-05-22 20:23:29:[cuda:0] Epoch 550 | Training checkpoint saved at ../../checkpoint/compgcn-550.pth
INFO:Trainer:2024-05-22 20:23:29:[cuda:0] Epoch [ 550/2000] | Batchsize: 2048 | loss:  0.100258 | 6.46663 seconds/epoch
INFO:Trainer:2024-05-22 20:28:44:[cuda:0] Epoch 600 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:28:49:mr: 182.55
INFO:Trainer:2024-05-22 20:28:49:mrr: 0.353
INFO:Trainer:2024-05-22 20:28:49:hits@1: 0.264
INFO:Trainer:2024-05-22 20:28:49:hits@3: 0.384
INFO:Trainer:2024-05-22 20:28:49:hits@10: 0.534
INFO:Trainer:2024-05-22 20:28:49:mr_type: 88.364
INFO:Trainer:2024-05-22 20:28:49:mrr_type: 0.38
INFO:Trainer:2024-05-22 20:28:49:hits@1_type: 0.288
INFO:Trainer:2024-05-22 20:28:49:hits@3_type: 0.412
INFO:Trainer:2024-05-22 20:28:49:hits@10_type: 0.567
INFO:EarlyStopping:2024-05-22 20:28:49:Validation score improved (0.529000 --> 0.534000).  Saving model ...
INFO:Trainer:2024-05-22 20:28:50:[cuda:0] Epoch 600 | Training checkpoint saved at ../../checkpoint/compgcn-600.pth
INFO:Trainer:2024-05-22 20:28:50:[cuda:0] Epoch [ 600/2000] | Batchsize: 2048 | loss:  0.099646 | 6.46277 seconds/epoch
INFO:Trainer:2024-05-22 20:33:59:[cuda:0] Epoch 650 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:34:04:mr: 180.74
INFO:Trainer:2024-05-22 20:34:04:mrr: 0.353
INFO:Trainer:2024-05-22 20:34:04:hits@1: 0.264
INFO:Trainer:2024-05-22 20:34:04:hits@3: 0.383
INFO:Trainer:2024-05-22 20:34:04:hits@10: 0.532
INFO:Trainer:2024-05-22 20:34:04:mr_type: 87.856
INFO:Trainer:2024-05-22 20:34:04:mrr_type: 0.379
INFO:Trainer:2024-05-22 20:34:04:hits@1_type: 0.286
INFO:Trainer:2024-05-22 20:34:04:hits@3_type: 0.411
INFO:Trainer:2024-05-22 20:34:04:hits@10_type: 0.567
INFO:EarlyStopping:2024-05-22 20:34:04:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-22 20:34:04:[cuda:0] Epoch 650 | Training checkpoint saved at ../../checkpoint/compgcn-650.pth
INFO:Trainer:2024-05-22 20:34:04:[cuda:0] Epoch [ 650/2000] | Batchsize: 2048 | loss:  0.099203 | 6.45055 seconds/epoch
INFO:Trainer:2024-05-22 20:39:12:[cuda:0] Epoch 700 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:39:18:mr: 178.691
INFO:Trainer:2024-05-22 20:39:18:mrr: 0.355
INFO:Trainer:2024-05-22 20:39:18:hits@1: 0.266
INFO:Trainer:2024-05-22 20:39:18:hits@3: 0.386
INFO:Trainer:2024-05-22 20:39:18:hits@10: 0.535
INFO:Trainer:2024-05-22 20:39:18:mr_type: 86.728
INFO:Trainer:2024-05-22 20:39:18:mrr_type: 0.381
INFO:Trainer:2024-05-22 20:39:18:hits@1_type: 0.289
INFO:Trainer:2024-05-22 20:39:18:hits@3_type: 0.414
INFO:Trainer:2024-05-22 20:39:18:hits@10_type: 0.57
INFO:EarlyStopping:2024-05-22 20:39:18:Validation score improved (0.534000 --> 0.535000).  Saving model ...
INFO:Trainer:2024-05-22 20:39:18:[cuda:0] Epoch 700 | Training checkpoint saved at ../../checkpoint/compgcn-700.pth
INFO:Trainer:2024-05-22 20:39:18:[cuda:0] Epoch [ 700/2000] | Batchsize: 2048 | loss:  0.098313 | 6.43661 seconds/epoch
INFO:Trainer:2024-05-22 20:44:32:[cuda:0] Epoch 750 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:44:38:mr: 179.369
INFO:Trainer:2024-05-22 20:44:38:mrr: 0.356
INFO:Trainer:2024-05-22 20:44:38:hits@1: 0.267
INFO:Trainer:2024-05-22 20:44:38:hits@3: 0.387
INFO:Trainer:2024-05-22 20:44:38:hits@10: 0.536
INFO:Trainer:2024-05-22 20:44:38:mr_type: 86.714
INFO:Trainer:2024-05-22 20:44:38:mrr_type: 0.382
INFO:Trainer:2024-05-22 20:44:38:hits@1_type: 0.29
INFO:Trainer:2024-05-22 20:44:38:hits@3_type: 0.415
INFO:Trainer:2024-05-22 20:44:38:hits@10_type: 0.57
INFO:EarlyStopping:2024-05-22 20:44:38:Validation score improved (0.535000 --> 0.536000).  Saving model ...
INFO:Trainer:2024-05-22 20:44:38:[cuda:0] Epoch 750 | Training checkpoint saved at ../../checkpoint/compgcn-750.pth
INFO:Trainer:2024-05-22 20:44:38:[cuda:0] Epoch [ 750/2000] | Batchsize: 2048 | loss:  0.098211 | 6.43511 seconds/epoch
INFO:Trainer:2024-05-22 20:49:51:[cuda:0] Epoch 800 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:49:57:mr: 179.169
INFO:Trainer:2024-05-22 20:49:57:mrr: 0.356
INFO:Trainer:2024-05-22 20:49:57:hits@1: 0.267
INFO:Trainer:2024-05-22 20:49:57:hits@3: 0.386
INFO:Trainer:2024-05-22 20:49:57:hits@10: 0.536
INFO:Trainer:2024-05-22 20:49:57:mr_type: 86.452
INFO:Trainer:2024-05-22 20:49:57:mrr_type: 0.382
INFO:Trainer:2024-05-22 20:49:57:hits@1_type: 0.29
INFO:Trainer:2024-05-22 20:49:57:hits@3_type: 0.414
INFO:Trainer:2024-05-22 20:49:57:hits@10_type: 0.571
INFO:EarlyStopping:2024-05-22 20:49:57:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-22 20:49:57:[cuda:0] Epoch 800 | Training checkpoint saved at ../../checkpoint/compgcn-800.pth
INFO:Trainer:2024-05-22 20:49:57:[cuda:0] Epoch [ 800/2000] | Batchsize: 2048 | loss:  0.097896 | 6.43167 seconds/epoch
INFO:Trainer:2024-05-22 20:55:11:[cuda:0] Epoch 850 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 20:55:17:mr: 179.727
INFO:Trainer:2024-05-22 20:55:17:mrr: 0.356
INFO:Trainer:2024-05-22 20:55:17:hits@1: 0.267
INFO:Trainer:2024-05-22 20:55:17:hits@3: 0.387
INFO:Trainer:2024-05-22 20:55:17:hits@10: 0.537
INFO:Trainer:2024-05-22 20:55:17:mr_type: 86.293
INFO:Trainer:2024-05-22 20:55:17:mrr_type: 0.382
INFO:Trainer:2024-05-22 20:55:17:hits@1_type: 0.29
INFO:Trainer:2024-05-22 20:55:17:hits@3_type: 0.414
INFO:Trainer:2024-05-22 20:55:17:hits@10_type: 0.573
INFO:EarlyStopping:2024-05-22 20:55:17:Validation score improved (0.536000 --> 0.537000).  Saving model ...
INFO:Trainer:2024-05-22 20:55:17:[cuda:0] Epoch 850 | Training checkpoint saved at ../../checkpoint/compgcn-850.pth
INFO:Trainer:2024-05-22 20:55:17:[cuda:0] Epoch [ 850/2000] | Batchsize: 2048 | loss:  0.097783 | 6.42967 seconds/epoch
INFO:Trainer:2024-05-22 21:00:34:[cuda:0] Epoch 900 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 21:00:40:mr: 180.004
INFO:Trainer:2024-05-22 21:00:40:mrr: 0.356
INFO:Trainer:2024-05-22 21:00:40:hits@1: 0.267
INFO:Trainer:2024-05-22 21:00:40:hits@3: 0.388
INFO:Trainer:2024-05-22 21:00:40:hits@10: 0.536
INFO:Trainer:2024-05-22 21:00:40:mr_type: 86.414
INFO:Trainer:2024-05-22 21:00:40:mrr_type: 0.382
INFO:Trainer:2024-05-22 21:00:40:hits@1_type: 0.29
INFO:Trainer:2024-05-22 21:00:40:hits@3_type: 0.416
INFO:Trainer:2024-05-22 21:00:40:hits@10_type: 0.57
INFO:EarlyStopping:2024-05-22 21:00:40:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-22 21:00:40:[cuda:0] Epoch 900 | Training checkpoint saved at ../../checkpoint/compgcn-900.pth
INFO:Trainer:2024-05-22 21:00:40:[cuda:0] Epoch [ 900/2000] | Batchsize: 2048 | loss:  0.097744 | 6.43153 seconds/epoch
INFO:Trainer:2024-05-22 21:05:52:[cuda:0] Epoch 950 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-22 21:05:58:mr: 179.522
INFO:Trainer:2024-05-22 21:05:58:mrr: 0.356
INFO:Trainer:2024-05-22 21:05:58:hits@1: 0.267
INFO:Trainer:2024-05-22 21:05:58:hits@3: 0.388
INFO:Trainer:2024-05-22 21:05:58:hits@10: 0.537
INFO:Trainer:2024-05-22 21:05:58:mr_type: 86.222
INFO:Trainer:2024-05-22 21:05:58:mrr_type: 0.382
INFO:Trainer:2024-05-22 21:05:58:hits@1_type: 0.29
INFO:Trainer:2024-05-22 21:05:58:hits@3_type: 0.415
INFO:Trainer:2024-05-22 21:05:58:hits@10_type: 0.572
INFO:EarlyStopping:2024-05-22 21:05:58:EarlyStopping counter: 2 / 2
INFO:Trainer:2024-05-22 21:05:58:[cuda:0] Send an early stopping signal
INFO:Trainer:2024-05-22 21:05:58:[cuda:0] The model training is completed, taking a total of 6106.06869 seconds.
INFO:Trainer:2024-05-22 21:05:58:[cuda:0] Model saved at ../../checkpoint/compgcn.pth.
INFO:Trainer:2024-05-22 21:05:58:[cuda:0] The model starts evaluating in the test set.

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INFO:Trainer:2024-05-22 21:06:05:mr: 186.026
INFO:Trainer:2024-05-22 21:06:05:mrr: 0.352
INFO:Trainer:2024-05-22 21:06:05:hits@1: 0.261
INFO:Trainer:2024-05-22 21:06:05:hits@3: 0.387
INFO:Trainer:2024-05-22 21:06:05:hits@10: 0.533
INFO:Trainer:2024-05-22 21:06:05:mr_type: 87.78
INFO:Trainer:2024-05-22 21:06:05:mrr_type: 0.377
INFO:Trainer:2024-05-22 21:06:05:hits@1_type: 0.283
INFO:Trainer:2024-05-22 21:06:05:hits@3_type: 0.413
INFO:Trainer:2024-05-22 21:06:05:hits@10_type: 0.567