DEBUG:cmd:2024-05-18 17:10:19:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False)
DEBUG:cmd:2024-05-18 17:10:19:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False)
DEBUG:connectionpool:2024-05-18 17:10:20:Starting new HTTPS connection (1): api.wandb.ai:443
DEBUG:connectionpool:2024-05-18 17:10:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
DEBUG:connectionpool:2024-05-18 17:10:21: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:2024-05-18 17:10:21:Popen(['git', 'cat-file', '--batch-check'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=<valid stream>, shell=False, universal_newlines=False)
wandb: - Waiting for wandb.init()...
wandb: \ Waiting for wandb.init()...
wandb: Tracking run with wandb version 0.16.6
wandb: Run data is saved locally in /home/luyanfeng/my_code/github/pybind11-OpenKE/examples/HolE/wandb/run-20240518_171021-35dork8m
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run HolE-WN18RR
wandb: ⭐️ View project at https://wandb.ai/3555028709/pybind11-ke
wandb: 🚀 View run at https://wandb.ai/3555028709/pybind11-ke/runs/35dork8m
INFO:Trainer:2024-05-18 17:10:30:[cuda:0] Initialization completed, start model training.
INFO:Trainer:2024-05-18 17:13:21:[cuda:0] Epoch 100 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:13:25:mr: 10234.677
INFO:Trainer:2024-05-18 17:13:25:mrr: 0.279
INFO:Trainer:2024-05-18 17:13:25:hits@1: 0.234
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INFO:Trainer:2024-05-18 17:13:25:hits@10: 0.353
INFO:Trainer:2024-05-18 17:13:25:mr_type: 4563.062
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INFO:Trainer:2024-05-18 17:13:25:hits@10_type: 0.37
INFO:EarlyStopping:2024-05-18 17:13:25:Validation score improved (-inf --> 0.353000).  Saving model ...
INFO:Trainer:2024-05-18 17:13:25:[cuda:0] Epoch 100 | Training checkpoint saved at ../../checkpoint/hole-100.pth
INFO:Trainer:2024-05-18 17:13:25:[cuda:0] Epoch [ 100/1000] | Batchsize: 8192 | loss:  1.405430 | 1.71259 seconds/epoch
INFO:Trainer:2024-05-18 17:15:48:[cuda:0] Epoch 200 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:15:50:mr: 8918.152
INFO:Trainer:2024-05-18 17:15:50:mrr: 0.353
INFO:Trainer:2024-05-18 17:15:50:hits@1: 0.336
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INFO:EarlyStopping:2024-05-18 17:15:50:Validation score improved (0.353000 --> 0.375000).  Saving model ...
INFO:Trainer:2024-05-18 17:15:51:[cuda:0] Epoch 200 | Training checkpoint saved at ../../checkpoint/hole-200.pth
INFO:Trainer:2024-05-18 17:15:51:[cuda:0] Epoch [ 200/1000] | Batchsize: 8192 | loss:  0.944587 | 1.58855 seconds/epoch
INFO:Trainer:2024-05-18 17:18:15:[cuda:0] Epoch 300 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:18:18:mr: 7937.063
INFO:Trainer:2024-05-18 17:18:18:mrr: 0.373
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INFO:Trainer:2024-05-18 17:18:18:hits@1_type: 0.367
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INFO:Trainer:2024-05-18 17:18:18:hits@10_type: 0.405
INFO:EarlyStopping:2024-05-18 17:18:18:Validation score improved (0.375000 --> 0.393000).  Saving model ...
INFO:Trainer:2024-05-18 17:18:18:[cuda:0] Epoch 300 | Training checkpoint saved at ../../checkpoint/hole-300.pth
INFO:Trainer:2024-05-18 17:18:18:[cuda:0] Epoch [ 300/1000] | Batchsize: 8192 | loss:  0.785192 | 1.55025 seconds/epoch
INFO:Trainer:2024-05-18 17:20:43:[cuda:0] Epoch 400 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:20:45:mr: 7654.397
INFO:Trainer:2024-05-18 17:20:45:mrr: 0.377
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INFO:EarlyStopping:2024-05-18 17:20:45:Validation score improved (0.393000 --> 0.398000).  Saving model ...
INFO:Trainer:2024-05-18 17:20:46:[cuda:0] Epoch 400 | Training checkpoint saved at ../../checkpoint/hole-400.pth
INFO:Trainer:2024-05-18 17:20:46:[cuda:0] Epoch [ 400/1000] | Batchsize: 8192 | loss:  0.745776 | 1.53137 seconds/epoch
INFO:Trainer:2024-05-18 17:23:12:[cuda:0] Epoch 500 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:23:15:mr: 7605.966
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INFO:EarlyStopping:2024-05-18 17:23:15:Validation score improved (0.398000 --> 0.401000).  Saving model ...
INFO:Trainer:2024-05-18 17:23:15:[cuda:0] Epoch 500 | Training checkpoint saved at ../../checkpoint/hole-500.pth
INFO:Trainer:2024-05-18 17:23:15:[cuda:0] Epoch [ 500/1000] | Batchsize: 8192 | loss:  0.738592 | 1.52462 seconds/epoch
INFO:Trainer:2024-05-18 17:25:42:[cuda:0] Epoch 600 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:25:44:mr: 7541.858
INFO:Trainer:2024-05-18 17:25:44:mrr: 0.379
INFO:Trainer:2024-05-18 17:25:44:hits@1: 0.365
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INFO:EarlyStopping:2024-05-18 17:25:44:Validation score improved (0.401000 --> 0.402000).  Saving model ...
INFO:Trainer:2024-05-18 17:25:45:[cuda:0] Epoch 600 | Training checkpoint saved at ../../checkpoint/hole-600.pth
INFO:Trainer:2024-05-18 17:25:45:[cuda:0] Epoch [ 600/1000] | Batchsize: 8192 | loss:  0.730367 | 1.51938 seconds/epoch
INFO:Trainer:2024-05-18 17:28:11:[cuda:0] Epoch 700 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:28:14:mr: 7504.048
INFO:Trainer:2024-05-18 17:28:14:mrr: 0.379
INFO:Trainer:2024-05-18 17:28:14:hits@1: 0.365
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INFO:Trainer:2024-05-18 17:28:14:mr_type: 3654.157
INFO:Trainer:2024-05-18 17:28:14:mrr_type: 0.387
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INFO:EarlyStopping:2024-05-18 17:28:14:Validation score improved (0.402000 --> 0.403000).  Saving model ...
INFO:Trainer:2024-05-18 17:28:14:[cuda:0] Epoch 700 | Training checkpoint saved at ../../checkpoint/hole-700.pth
INFO:Trainer:2024-05-18 17:28:14:[cuda:0] Epoch [ 700/1000] | Batchsize: 8192 | loss:  0.725311 | 1.51612 seconds/epoch
INFO:Trainer:2024-05-18 17:30:43:[cuda:0] Epoch 800 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:30:45:mr: 7499.307
INFO:Trainer:2024-05-18 17:30:45:mrr: 0.379
INFO:Trainer:2024-05-18 17:30:45:hits@1: 0.365
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INFO:Trainer:2024-05-18 17:30:45:hits@10: 0.403
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INFO:Trainer:2024-05-18 17:30:45:mrr_type: 0.387
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INFO:EarlyStopping:2024-05-18 17:30:45:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-05-18 17:30:45:[cuda:0] Epoch 800 | Training checkpoint saved at ../../checkpoint/hole-800.pth
INFO:Trainer:2024-05-18 17:30:45:[cuda:0] Epoch [ 800/1000] | Batchsize: 8192 | loss:  0.724510 | 1.51564 seconds/epoch
INFO:Trainer:2024-05-18 17:33:09:[cuda:0] Epoch 900 | The model starts evaluation on the validation set.

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INFO:Trainer:2024-05-18 17:33:12:mr: 7493.649
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INFO:Trainer:2024-05-18 17:33:12:hits@1: 0.365
INFO:Trainer:2024-05-18 17:33:12:hits@3: 0.386
INFO:Trainer:2024-05-18 17:33:12:hits@10: 0.403
INFO:Trainer:2024-05-18 17:33:12:mr_type: 3649.621
INFO:Trainer:2024-05-18 17:33:12:mrr_type: 0.387
INFO:Trainer:2024-05-18 17:33:12:hits@1_type: 0.37
INFO:Trainer:2024-05-18 17:33:12:hits@3_type: 0.393
INFO:Trainer:2024-05-18 17:33:12:hits@10_type: 0.412
INFO:EarlyStopping:2024-05-18 17:33:12:EarlyStopping counter: 2 / 2
INFO:Trainer:2024-05-18 17:33:12:[cuda:0] Send an early stopping signal
INFO:Trainer:2024-05-18 17:33:12:[cuda:0] The model training is completed, taking a total of 1358.86990 seconds.
INFO:Trainer:2024-05-18 17:33:12:[cuda:0] Model saved at ../../checkpoint/hole.pth.
INFO:Trainer:2024-05-18 17:33:12:[cuda:0] The model starts evaluating in the test set.

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INFO:Trainer:2024-05-18 17:33:14:mr: 7335.001
INFO:Trainer:2024-05-18 17:33:14:mrr: 0.379
INFO:Trainer:2024-05-18 17:33:14:hits@1: 0.364
INFO:Trainer:2024-05-18 17:33:14:hits@3: 0.385
INFO:Trainer:2024-05-18 17:33:14:hits@10: 0.402
INFO:Trainer:2024-05-18 17:33:14:mr_type: 3608.145
INFO:Trainer:2024-05-18 17:33:14:mrr_type: 0.386
INFO:Trainer:2024-05-18 17:33:14:hits@1_type: 0.368
INFO:Trainer:2024-05-18 17:33:14:hits@3_type: 0.391
INFO:Trainer:2024-05-18 17:33:14:hits@10_type: 0.415
wandb: - 0.014 MB of 0.014 MB uploaded
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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 1358.8699
wandb:       test/hits@1 0.364
wandb:      test/hits@10 0.402
wandb: test/hits@10_type 0.415
wandb:  test/hits@1_type 0.368
wandb:       test/hits@3 0.385
wandb:  test/hits@3_type 0.391
wandb:           test/mr 7335.001
wandb:      test/mr_type 3608.145
wandb:          test/mrr 0.379
wandb:     test/mrr_type 0.386
wandb:       train/epoch 800
wandb:  train/train_loss 0.72451
wandb:         val/epoch 899
wandb:        val/hits@1 0.365
wandb:       val/hits@10 0.403
wandb:  val/hits@10_type 0.412
wandb:   val/hits@1_type 0.37
wandb:        val/hits@3 0.386
wandb:   val/hits@3_type 0.393
wandb:            val/mr 7493.649
wandb:       val/mr_type 3649.621
wandb:           val/mrr 0.379
wandb:      val/mrr_type 0.387
wandb: 
wandb: 🚀 View run HolE-WN18RR at: https://wandb.ai/3555028709/pybind11-ke/runs/35dork8m
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-20240518_171021-35dork8m/logs
DEBUG:connectionpool:2024-05-18 17:33:27:Starting new HTTPS connection (1): o151352.ingest.sentry.io:443
DEBUG:connectionpool:2024-05-18 17:33:28:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0