DEBUG:cmd:2024-05-20 12:20:56:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False)
DEBUG:cmd:2024-05-20 12:20:56:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False)
DEBUG:connectionpool:2024-05-20 12:20:57:Starting new HTTPS connection (1): api.wandb.ai:443
DEBUG:connectionpool:2024-05-20 12:20:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
DEBUG:connectionpool:2024-05-20 12:20:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
wandb: Currently logged in as: 3555028709. Use `wandb login --relogin` to force relogin
DEBUG:cmd:2024-05-20 12:20:58:Popen(['git', 'cat-file', '--batch-check'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=<valid stream>, shell=False, universal_newlines=False)
wandb: wandb version 0.17.0 is available!  To upgrade, please run:
wandb:  $ pip install wandb --upgrade
wandb: Tracking run with wandb version 0.16.6
wandb: Run data is saved locally in /home/luyanfeng/my_code/github/pybind11-OpenKE/examples/SimplE/wandb/run-20240520_122058-ujpcl1jm
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run SimplE-WN18RR
wandb: ⭐️ View project at https://wandb.ai/3555028709/pybind11-ke
wandb: 🚀 View run at https://wandb.ai/3555028709/pybind11-ke/runs/ujpcl1jm
INFO:Trainer:2024-05-20 12:21:05:[cuda:1] Initialization completed, start model training.
INFO:Trainer:2024-05-20 12:23:57:[cuda:1] Epoch 100 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:24:00:mr: 6890.105
INFO:Trainer:2024-05-20 12:24:00:mrr: 0.375
INFO:Trainer:2024-05-20 12:24:00:hits@1: 0.353
INFO:Trainer:2024-05-20 12:24:00:hits@3: 0.386
INFO:Trainer:2024-05-20 12:24:00:hits@10: 0.415
INFO:Trainer:2024-05-20 12:24:00:mr_type: 3436.356
INFO:Trainer:2024-05-20 12:24:00:mrr_type: 0.384
INFO:Trainer:2024-05-20 12:24:00:hits@1_type: 0.359
INFO:Trainer:2024-05-20 12:24:00:hits@3_type: 0.395
INFO:Trainer:2024-05-20 12:24:00:hits@10_type: 0.425
INFO:EarlyStopping:2024-05-20 12:24:00:Validation score improved (-inf --> 0.415000).  Saving model ...
INFO:Trainer:2024-05-20 12:24:01:[cuda:1] Epoch 100 | Training checkpoint saved at ../../checkpoint/transe-100.pth
INFO:Trainer:2024-05-20 12:24:01:[cuda:1] Epoch [ 100/2000] | Batchsize: 4096 | loss:  1.915934 | 1.71827 seconds/epoch
INFO:Trainer:2024-05-20 12:26:29:[cuda:1] Epoch 200 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:26:32:mr: 6274.77
INFO:Trainer:2024-05-20 12:26:32:mrr: 0.37
INFO:Trainer:2024-05-20 12:26:32:hits@1: 0.339
INFO:Trainer:2024-05-20 12:26:32:hits@3: 0.388
INFO:Trainer:2024-05-20 12:26:32:hits@10: 0.42
INFO:Trainer:2024-05-20 12:26:32:mr_type: 3121.316
INFO:Trainer:2024-05-20 12:26:32:mrr_type: 0.38
INFO:Trainer:2024-05-20 12:26:32:hits@1_type: 0.348
INFO:Trainer:2024-05-20 12:26:32:hits@3_type: 0.398
INFO:Trainer:2024-05-20 12:26:32:hits@10_type: 0.432
INFO:EarlyStopping:2024-05-20 12:26:32:Validation score improved (0.415000 --> 0.420000).  Saving model ...
INFO:Trainer:2024-05-20 12:26:32:[cuda:1] Epoch 200 | Training checkpoint saved at ../../checkpoint/transe-200.pth
INFO:Trainer:2024-05-20 12:26:32:[cuda:1] Epoch [ 200/2000] | Batchsize: 4096 | loss:  1.856048 | 1.61711 seconds/epoch
INFO:Trainer:2024-05-20 12:28:55:[cuda:1] Epoch 300 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:28:58:mr: 6024.695
INFO:Trainer:2024-05-20 12:28:58:mrr: 0.37
INFO:Trainer:2024-05-20 12:28:58:hits@1: 0.337
INFO:Trainer:2024-05-20 12:28:58:hits@3: 0.389
INFO:Trainer:2024-05-20 12:28:58:hits@10: 0.424
INFO:Trainer:2024-05-20 12:28:58:mr_type: 2985.165
INFO:Trainer:2024-05-20 12:28:58:mrr_type: 0.381
INFO:Trainer:2024-05-20 12:28:58:hits@1_type: 0.346
INFO:Trainer:2024-05-20 12:28:58:hits@3_type: 0.402
INFO:Trainer:2024-05-20 12:28:58:hits@10_type: 0.437
INFO:EarlyStopping:2024-05-20 12:28:58:Validation score improved (0.420000 --> 0.424000).  Saving model ...
INFO:Trainer:2024-05-20 12:28:58:[cuda:1] Epoch 300 | Training checkpoint saved at ../../checkpoint/transe-300.pth
INFO:Trainer:2024-05-20 12:28:58:[cuda:1] Epoch [ 300/2000] | Batchsize: 4096 | loss:  1.826609 | 1.56532 seconds/epoch
INFO:Trainer:2024-05-20 12:31:22:[cuda:1] Epoch 400 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:31:25:mr: 5884.642
INFO:Trainer:2024-05-20 12:31:25:mrr: 0.371
INFO:Trainer:2024-05-20 12:31:25:hits@1: 0.337
INFO:Trainer:2024-05-20 12:31:25:hits@3: 0.391
INFO:Trainer:2024-05-20 12:31:25:hits@10: 0.427
INFO:Trainer:2024-05-20 12:31:25:mr_type: 2905.394
INFO:Trainer:2024-05-20 12:31:25:mrr_type: 0.381
INFO:Trainer:2024-05-20 12:31:25:hits@1_type: 0.345
INFO:Trainer:2024-05-20 12:31:25:hits@3_type: 0.401
INFO:Trainer:2024-05-20 12:31:25:hits@10_type: 0.439
INFO:EarlyStopping:2024-05-20 12:31:25:Validation score improved (0.424000 --> 0.427000).  Saving model ...
INFO:Trainer:2024-05-20 12:31:25:[cuda:1] Epoch 400 | Training checkpoint saved at ../../checkpoint/transe-400.pth
INFO:Trainer:2024-05-20 12:31:25:[cuda:1] Epoch [ 400/2000] | Batchsize: 4096 | loss:  1.808688 | 1.54106 seconds/epoch
INFO:Trainer:2024-05-20 12:33:48:[cuda:1] Epoch 500 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:33:51:mr: 5784.611
INFO:Trainer:2024-05-20 12:33:51:mrr: 0.374
INFO:Trainer:2024-05-20 12:33:51:hits@1: 0.341
INFO:Trainer:2024-05-20 12:33:51:hits@3: 0.391
INFO:Trainer:2024-05-20 12:33:51:hits@10: 0.431
INFO:Trainer:2024-05-20 12:33:51:mr_type: 2837.333
INFO:Trainer:2024-05-20 12:33:51:mrr_type: 0.384
INFO:Trainer:2024-05-20 12:33:51:hits@1_type: 0.35
INFO:Trainer:2024-05-20 12:33:51:hits@3_type: 0.403
INFO:Trainer:2024-05-20 12:33:51:hits@10_type: 0.442
INFO:EarlyStopping:2024-05-20 12:33:51:Validation score improved (0.427000 --> 0.431000).  Saving model ...
INFO:Trainer:2024-05-20 12:33:52:[cuda:1] Epoch 500 | Training checkpoint saved at ../../checkpoint/transe-500.pth
INFO:Trainer:2024-05-20 12:33:52:[cuda:1] Epoch [ 500/2000] | Batchsize: 4096 | loss:  1.795297 | 1.52600 seconds/epoch
INFO:Trainer:2024-05-20 12:36:12:[cuda:1] Epoch 600 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:36:15:mr: 5725.907
INFO:Trainer:2024-05-20 12:36:15:mrr: 0.373
INFO:Trainer:2024-05-20 12:36:15:hits@1: 0.339
INFO:Trainer:2024-05-20 12:36:15:hits@3: 0.391
INFO:Trainer:2024-05-20 12:36:15:hits@10: 0.43
INFO:Trainer:2024-05-20 12:36:15:mr_type: 2817.635
INFO:Trainer:2024-05-20 12:36:15:mrr_type: 0.383
INFO:Trainer:2024-05-20 12:36:15:hits@1_type: 0.347
INFO:Trainer:2024-05-20 12:36:15:hits@3_type: 0.402
INFO:Trainer:2024-05-20 12:36:15:hits@10_type: 0.443
INFO:EarlyStopping:2024-05-20 12:36:15:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-20 12:36:15:[cuda:1] Epoch 600 | Training checkpoint saved at ../../checkpoint/transe-600.pth
INFO:Trainer:2024-05-20 12:36:15:[cuda:1] Epoch [ 600/2000] | Batchsize: 4096 | loss:  1.789458 | 1.51084 seconds/epoch
INFO:Trainer:2024-05-20 12:38:40:[cuda:1] Epoch 700 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:38:43:mr: 5664.433
INFO:Trainer:2024-05-20 12:38:43:mrr: 0.373
INFO:Trainer:2024-05-20 12:38:43:hits@1: 0.338
INFO:Trainer:2024-05-20 12:38:43:hits@3: 0.391
INFO:Trainer:2024-05-20 12:38:43:hits@10: 0.432
INFO:Trainer:2024-05-20 12:38:43:mr_type: 2785.645
INFO:Trainer:2024-05-20 12:38:43:mrr_type: 0.383
INFO:Trainer:2024-05-20 12:38:43:hits@1_type: 0.346
INFO:Trainer:2024-05-20 12:38:43:hits@3_type: 0.404
INFO:Trainer:2024-05-20 12:38:43:hits@10_type: 0.443
INFO:EarlyStopping:2024-05-20 12:38:43:Validation score improved (0.431000 --> 0.432000).  Saving model ...
INFO:Trainer:2024-05-20 12:38:44:[cuda:1] Epoch 700 | Training checkpoint saved at ../../checkpoint/transe-700.pth
INFO:Trainer:2024-05-20 12:38:44:[cuda:1] Epoch [ 700/2000] | Batchsize: 4096 | loss:  1.779471 | 1.50656 seconds/epoch
INFO:Trainer:2024-05-20 12:41:12:[cuda:1] Epoch 800 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:41:15:mr: 5657.786
INFO:Trainer:2024-05-20 12:41:15:mrr: 0.374
INFO:Trainer:2024-05-20 12:41:15:hits@1: 0.339
INFO:Trainer:2024-05-20 12:41:15:hits@3: 0.392
INFO:Trainer:2024-05-20 12:41:15:hits@10: 0.431
INFO:Trainer:2024-05-20 12:41:15:mr_type: 2779.933
INFO:Trainer:2024-05-20 12:41:15:mrr_type: 0.384
INFO:Trainer:2024-05-20 12:41:15:hits@1_type: 0.348
INFO:Trainer:2024-05-20 12:41:15:hits@3_type: 0.404
INFO:Trainer:2024-05-20 12:41:15:hits@10_type: 0.443
INFO:EarlyStopping:2024-05-20 12:41:15:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-20 12:41:15:[cuda:1] Epoch 800 | Training checkpoint saved at ../../checkpoint/transe-800.pth
INFO:Trainer:2024-05-20 12:41:15:[cuda:1] Epoch [ 800/2000] | Batchsize: 4096 | loss:  1.777526 | 1.50814 seconds/epoch
INFO:Trainer:2024-05-20 12:43:38:[cuda:1] Epoch 900 | The model starts evaluation on the validation set.
INFO:Trainer:2024-05-20 12:43:41:mr: 5655.638
INFO:Trainer:2024-05-20 12:43:41:mrr: 0.373
INFO:Trainer:2024-05-20 12:43:41:hits@1: 0.338
INFO:Trainer:2024-05-20 12:43:41:hits@3: 0.391
INFO:Trainer:2024-05-20 12:43:41:hits@10: 0.432
INFO:Trainer:2024-05-20 12:43:41:mr_type: 2777.471
INFO:Trainer:2024-05-20 12:43:41:mrr_type: 0.383
INFO:Trainer:2024-05-20 12:43:41:hits@1_type: 0.346
INFO:Trainer:2024-05-20 12:43:41:hits@3_type: 0.404
INFO:Trainer:2024-05-20 12:43:41:hits@10_type: 0.443
INFO:EarlyStopping:2024-05-20 12:43:41:EarlyStopping counter: 2 / 2
INFO:Trainer:2024-05-20 12:43:41:[cuda:1] Send an early stopping signal
INFO:Trainer:2024-05-20 12:43:41:[cuda:1] The model training is completed, taking a total of 1352.75680 seconds.
INFO:Trainer:2024-05-20 12:43:41:[cuda:1] Model saved at ../../checkpoint/transe.pth.
INFO:Trainer:2024-05-20 12:43:41:[cuda:1] The model starts evaluating in the test set.
INFO:Trainer:2024-05-20 12:43:45:mr: 5478.235
INFO:Trainer:2024-05-20 12:43:45:mrr: 0.375
INFO:Trainer:2024-05-20 12:43:45:hits@1: 0.341
INFO:Trainer:2024-05-20 12:43:45:hits@3: 0.394
INFO:Trainer:2024-05-20 12:43:45:hits@10: 0.43
INFO:Trainer:2024-05-20 12:43:45:mr_type: 2770.347
INFO:Trainer:2024-05-20 12:43:45:mrr_type: 0.386
INFO:Trainer:2024-05-20 12:43:45:hits@1_type: 0.351
INFO:Trainer:2024-05-20 12:43:45:hits@3_type: 0.405
INFO:Trainer:2024-05-20 12:43:45:hits@10_type: 0.442
wandb: - 0.014 MB of 0.014 MB uploaded
wandb: \ 0.014 MB of 0.014 MB uploaded
wandb: | 0.014 MB of 0.014 MB uploaded
wandb: / 0.014 MB of 0.014 MB uploaded
wandb: - 0.014 MB of 0.014 MB uploaded
wandb: \ 0.023 MB of 0.023 MB uploaded
wandb: | 0.024 MB of 0.039 MB uploaded
wandb: / 0.026 MB of 0.039 MB uploaded
wandb: - 0.039 MB of 0.039 MB uploaded
wandb: \ 0.039 MB of 0.039 MB uploaded
wandb: | 0.039 MB of 0.039 MB uploaded
wandb:                                                                                
wandb: 
wandb: Run history:
wandb:          duration ▁
wandb:       test/hits@1 ▁
wandb:      test/hits@10 ▁
wandb: test/hits@10_type ▁
wandb:  test/hits@1_type ▁
wandb:       test/hits@3 ▁
wandb:  test/hits@3_type ▁
wandb:           test/mr ▁
wandb:      test/mr_type ▁
wandb:          test/mrr ▁
wandb:     test/mrr_type ▁
wandb:       train/epoch ▁▂▃▄▅▆▇█
wandb:  train/train_loss █▅▃▃▂▂▁▁
wandb:         val/epoch ▁▂▃▄▅▅▆▇█
wandb:        val/hits@1 █▂▁▁▃▂▁▂▁
wandb:       val/hits@10 ▁▃▅▆█▇███
wandb:  val/hits@10_type ▁▄▆▆█████
wandb:   val/hits@1_type █▂▁▁▃▂▁▂▁
wandb:        val/hits@3 ▁▃▅▇▇▇▇█▇
wandb:   val/hits@3_type ▁▃▆▆▇▆███
wandb:            val/mr █▅▃▂▂▁▁▁▁
wandb:       val/mr_type █▅▃▂▂▁▁▁▁
wandb:           val/mrr █▁▁▂▇▅▅▇▅
wandb:      val/mrr_type █▁▃▃█▆▆█▆
wandb: 
wandb: Run summary:
wandb:          duration 1352.7568
wandb:       test/hits@1 0.341
wandb:      test/hits@10 0.43
wandb: test/hits@10_type 0.442
wandb:  test/hits@1_type 0.351
wandb:       test/hits@3 0.394
wandb:  test/hits@3_type 0.405
wandb:           test/mr 5478.235
wandb:      test/mr_type 2770.347
wandb:          test/mrr 0.375
wandb:     test/mrr_type 0.386
wandb:       train/epoch 800
wandb:  train/train_loss 1.77753
wandb:         val/epoch 899
wandb:        val/hits@1 0.338
wandb:       val/hits@10 0.432
wandb:  val/hits@10_type 0.443
wandb:   val/hits@1_type 0.346
wandb:        val/hits@3 0.391
wandb:   val/hits@3_type 0.404
wandb:            val/mr 5655.638
wandb:       val/mr_type 2777.471
wandb:           val/mrr 0.373
wandb:      val/mrr_type 0.383
wandb: 
wandb: 🚀 View run SimplE-WN18RR at: https://wandb.ai/3555028709/pybind11-ke/runs/ujpcl1jm
wandb: ⭐️ View project at: https://wandb.ai/3555028709/pybind11-ke
wandb: Synced 5 W&B file(s), 0 media file(s), 2 artifact file(s) and 0 other file(s)
wandb: Find logs at: ./wandb/run-20240520_122058-ujpcl1jm/logs
DEBUG:connectionpool:2024-05-20 12:43:58:Starting new HTTPS connection (1): o151352.ingest.sentry.io:443
DEBUG:connectionpool:2024-05-20 12:43:59:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0