DEBUG:cmd:2024-05-19 22:46:31:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:cmd:2024-05-19 22:46:31:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:connectionpool:2024-05-19 22:46:32:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 22:46:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:46:33: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:connectionpool:2024-05-19 22:46:33:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 22:46:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:pyagent:2024-05-19 22:46:34:Starting sweep agent: entity=None, project=None, count=3 DEBUG:pyagent:2024-05-19 22:46:34:Agent._setup() DEBUG:pyagent:2024-05-19 22:46:34:Agent._register() DEBUG:connectionpool:2024-05-19 22:46:34:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 22:46:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:pyagent:2024-05-19 22:46:35:agent_id = QWdlbnQ6aTBwMWxnODU= DEBUG:connectionpool:2024-05-19 22:46:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:pyagent:2024-05-19 22:46:35:Job received: Job(lmvvo0q4,{'adv_temperature': {'value': 1}, 'batch_size': {'value': 4096}, 'dataloader': {'value': 'KGEDataLoader'}, 'delta': {'value': 0.0001}, 'device': {'value': 'cuda:1'}, 'dim': {'value': 200}, 'ent_file': {'value': 'entity2id.txt'}, 'epochs': {'value': 10000}, 'in_path': {'value': '../../benchmarks/WN18RR/'}, 'l3_regul_rate': {'value': 0}, 'log_interval': {'value': 100}, 'loss': {'value': 'SoftplusLoss'}, 'lr': {'value': 0.037810233472860055}, 'metric': {'value': 'hits@10'}, 'model': {'value': 'Analogy'}, 'neg_ent': {'value': 64}, 'num_workers': {'value': 16}, 'opt_method': {'value': 'adam'}, 'patience': {'value': 2}, 'prediction': {'value': 'all'}, 'regul_rate': {'value': 0}, 'rel_file': {'value': 'relation2id.txt'}, 'save_path': {'value': './model.pth'}, 'strategy': {'value': 'NegativeSampling'}, 'test_batch_size': {'value': 30}, 'test_file': {'value': 'test2id.txt'}, 'test_sampler': {'value': 'TradTestSampler'}, 'tester': {'value': 'Tester'}, 'train_file': {'value': 'train2id.txt'}, 'train_sampler': {'value': 'BernSampler'}, 'trainer': {'value': 'Trainer'}, 'type_constrain': {'value': True}, 'use_early_stopping': {'value': True}, 'use_gpu': {'value': True}, 'use_tqdm': {'value': False}, 'valid_file': {'value': 'valid2id.txt'}, 'valid_interval': {'value': 100}}) DEBUG:pyagent:2024-05-19 22:46:35:Spawning new thread for run lmvvo0q4. wandb: Agent Starting Run: lmvvo0q4 with config: wandb: adv_temperature: 1 wandb: batch_size: 4096 wandb: dataloader: KGEDataLoader wandb: delta: 0.0001 wandb: device: cuda:1 wandb: dim: 200 wandb: ent_file: entity2id.txt wandb: epochs: 10000 wandb: in_path: ../../benchmarks/WN18RR/ wandb: l3_regul_rate: 0 wandb: log_interval: 100 wandb: loss: SoftplusLoss wandb: lr: 0.037810233472860055 wandb: metric: hits@10 wandb: model: Analogy wandb: neg_ent: 64 wandb: num_workers: 16 wandb: opt_method: adam wandb: patience: 2 wandb: prediction: all wandb: regul_rate: 0 wandb: rel_file: relation2id.txt wandb: save_path: ./model.pth wandb: strategy: NegativeSampling wandb: test_batch_size: 30 wandb: test_file: test2id.txt wandb: test_sampler: TradTestSampler wandb: tester: Tester wandb: train_file: train2id.txt wandb: train_sampler: BernSampler wandb: trainer: Trainer wandb: type_constrain: True wandb: use_early_stopping: True wandb: use_gpu: True wandb: use_tqdm: False wandb: valid_file: valid2id.txt wandb: valid_interval: 100 DEBUG:cmd:2024-05-19 22:46:35:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:cmd:2024-05-19 22:46:35:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:connectionpool:2024-05-19 22:46:36:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 22:46:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:46:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:cmd:2024-05-19 22:46:36:Popen(['git', 'cat-file', '--batch-check'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=, shell=False, universal_newlines=False) wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... DEBUG:connectionpool:2024-05-19 22:46:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None 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/ANALOGY/wandb/run-20240519_224636-lmvvo0q4 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run stellar-sweep-1 wandb: โญ๏ธ View project at https://wandb.ai/3555028709/pybind11-ke-sweeps wandb: ๐Ÿงน View sweep at https://wandb.ai/3555028709/pybind11-ke-sweeps/sweeps/a1adm3uo wandb: ๐Ÿš€ View run at https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/lmvvo0q4 INFO:Trainer:2024-05-19 22:46:43:[cuda:1] Initialization completed, start model training. data_loader_config: {'batch_size': {'values': [512, 1024, 2048, 4096]}, 'dataloader': {'value': 'KGEDataLoader'}, 'ent_file': {'value': 'entity2id.txt'}, 'in_path': {'value': './'}, 'neg_ent': {'values': [1, 4, 16, 64]}, 'num_workers': {'value': 16}, 'rel_file': {'value': 'relation2id.txt'}, 'test_batch_size': {'value': 30}, 'test_file': {'value': 'test2id.txt'}, 'test_sampler': {'value': 'TradTestSampler'}, 'train_file': {'value': 'train2id.txt'}, 'train_sampler': {'value': 'BernSampler'}, 'type_constrain': {'value': True}, 'valid_file': {'value': 'valid2id.txt'}} kge_config: {'dim': {'values': [50, 100, 200]}, 'model': {'value': 'Analogy'}} loss_config: {'adv_temperature': {'values': [1.0, 3.0, 6.0]}, 'loss': {'value': 'SoftplusLoss'}} strategy_config: {'l3_regul_rate': {'value': 0.0}, 'regul_rate': {'value': 0.0}, 'strategy': {'value': 'NegativeSampling'}} tester_config: {'device': {'value': 'cuda:0'}, 'prediction': {'value': 'all'}, 'tester': {'value': 'Tester'}, 'use_gpu': {'value': True}, 'use_tqdm': {'value': False}} trainer_config: {'delta': {'value': 0.0001}, 'epochs': {'value': 10000}, 'log_interval': {'value': 100}, 'lr': {'distribution': 'uniform', 'max': 1.0, 'min': 1e-05}, 'metric': {'value': 'hits@10'}, 'opt_method': {'values': ['adam', 'adagrad', 'sgd']}, 'patience': {'value': 2}, 'save_path': {'value': './model.pth'}, 'trainer': {'value': 'Trainer'}, 'use_early_stopping': {'value': True}, 'valid_interval': {'value': 100}} sweep_config: {'method': 'bayes', 'metric': {'goal': 'maximize', 'name': 'val/hits@10'}, 'name': 'ANALOGY_WN18RR', 'parameters': {'adv_temperature': {'values': [1.0, 3.0, 6.0]}, 'batch_size': {'values': [512, 1024, 2048, 4096]}, 'dataloader': {'value': 'KGEDataLoader'}, 'delta': {'value': 0.0001}, 'device': {'value': 'cuda:1'}, 'dim': {'values': [50, 100, 200]}, 'ent_file': {'value': 'entity2id.txt'}, 'epochs': {'value': 10000}, 'in_path': {'value': '../../benchmarks/WN18RR/'}, 'l3_regul_rate': {'value': 0.0}, 'log_interval': {'value': 100}, 'loss': {'value': 'SoftplusLoss'}, 'lr': {'distribution': 'uniform', 'max': 1.0, 'min': 1e-05}, 'metric': {'value': 'hits@10'}, 'model': {'value': 'Analogy'}, 'neg_ent': {'values': [1, 4, 16, 64]}, 'num_workers': {'value': 16}, 'opt_method': {'values': ['adam', 'adagrad', 'sgd']}, 'patience': {'value': 2}, 'prediction': {'value': 'all'}, 'regul_rate': {'value': 0.0}, 'rel_file': {'value': 'relation2id.txt'}, 'save_path': {'value': './model.pth'}, 'strategy': {'value': 'NegativeSampling'}, 'test_batch_size': {'value': 30}, 'test_file': {'value': 'test2id.txt'}, 'test_sampler': {'value': 'TradTestSampler'}, 'tester': {'value': 'Tester'}, 'train_file': {'value': 'train2id.txt'}, 'train_sampler': {'value': 'BernSampler'}, 'trainer': {'value': 'Trainer'}, 'type_constrain': {'value': True}, 'use_early_stopping': {'value': True}, 'use_gpu': {'value': True}, 'use_tqdm': {'value': False}, 'valid_file': {'value': 'valid2id.txt'}, 'valid_interval': {'value': 100}}} Create sweep with ID: a1adm3uo Sweep URL: https://wandb.ai/3555028709/pybind11-ke-sweeps/sweeps/a1adm3uo DEBUG:connectionpool:2024-05-19 22:46:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:46:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 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22:50:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:50:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:50:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:50:37:[cuda:1] Epoch 100 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 22:50:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:50:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:50:46:mr: 9554.996 INFO:Trainer:2024-05-19 22:50:46:mrr: 0.357 INFO:Trainer:2024-05-19 22:50:46:hits@1: 0.349 INFO:Trainer:2024-05-19 22:50:46:hits@3: 0.361 INFO:Trainer:2024-05-19 22:50:46:hits@10: 0.37 INFO:Trainer:2024-05-19 22:50:46:mr_type: 3509.141 INFO:Trainer:2024-05-19 22:50:46:mrr_type: 0.371 INFO:Trainer:2024-05-19 22:50:46:hits@1_type: 0.359 INFO:Trainer:2024-05-19 22:50:46:hits@3_type: 0.374 INFO:Trainer:2024-05-19 22:50:46:hits@10_type: 0.387 INFO:EarlyStopping:2024-05-19 22:50:46:Validation score improved (-inf --> 0.370000). Saving model ... INFO:Trainer:2024-05-19 22:50:46:[cuda:1] Epoch [ 100/10000] | Batchsize: 4096 | loss: 2.112282 | 2.33932 seconds/epoch DEBUG:connectionpool:2024-05-19 22:50:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:50:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:43:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:51:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:52:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:43:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:53:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:54:19:[cuda:1] Epoch 200 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 22:54:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:54:27:mr: 10030.113 INFO:Trainer:2024-05-19 22:54:27:mrr: 0.353 INFO:Trainer:2024-05-19 22:54:27:hits@1: 0.347 INFO:Trainer:2024-05-19 22:54:27:hits@3: 0.355 INFO:Trainer:2024-05-19 22:54:27:hits@10: 0.362 INFO:Trainer:2024-05-19 22:54:27:mr_type: 3553.611 INFO:Trainer:2024-05-19 22:54:27:mrr_type: 0.366 INFO:Trainer:2024-05-19 22:54:27:hits@1_type: 0.356 INFO:Trainer:2024-05-19 22:54:27:hits@3_type: 0.368 INFO:Trainer:2024-05-19 22:54:27:hits@10_type: 0.381 INFO:EarlyStopping:2024-05-19 22:54:27:EarlyStopping counter: 1 / 2 INFO:Trainer:2024-05-19 22:54:27:[cuda:1] Epoch [ 200/10000] | Batchsize: 4096 | loss: 2.162404 | 2.27796 seconds/epoch DEBUG:connectionpool:2024-05-19 22:54:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:54:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:55:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:56:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:57:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:57:56:[cuda:1] Epoch 300 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 22:58:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:58:04:mr: 10545.971 INFO:Trainer:2024-05-19 22:58:04:mrr: 0.352 INFO:Trainer:2024-05-19 22:58:04:hits@1: 0.348 INFO:Trainer:2024-05-19 22:58:04:hits@3: 0.353 INFO:Trainer:2024-05-19 22:58:04:hits@10: 0.358 INFO:Trainer:2024-05-19 22:58:04:mr_type: 3619.321 INFO:Trainer:2024-05-19 22:58:04:mrr_type: 0.363 INFO:Trainer:2024-05-19 22:58:04:hits@1_type: 0.354 INFO:Trainer:2024-05-19 22:58:04:hits@3_type: 0.364 INFO:Trainer:2024-05-19 22:58:04:hits@10_type: 0.378 INFO:EarlyStopping:2024-05-19 22:58:04:EarlyStopping counter: 2 / 2 INFO:Trainer:2024-05-19 22:58:04:[cuda:1] Send an early stopping signal INFO:Trainer:2024-05-19 22:58:04:[cuda:1] The model training is completed, taking a total of 672.64675 seconds. INFO:Trainer:2024-05-19 22:58:05:[cuda:1] Model saved at ./model.pth. INFO:Trainer:2024-05-19 22:58:05:[cuda:1] The model starts evaluating in the test set. DEBUG:connectionpool:2024-05-19 22:58:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 22:58:13:mr: 10435.871 INFO:Trainer:2024-05-19 22:58:13:mrr: 0.348 INFO:Trainer:2024-05-19 22:58:13:hits@1: 0.342 INFO:Trainer:2024-05-19 22:58:13:hits@3: 0.35 INFO:Trainer:2024-05-19 22:58:13:hits@10: 0.356 INFO:Trainer:2024-05-19 22:58:13:mr_type: 3568.715 INFO:Trainer:2024-05-19 22:58:13:mrr_type: 0.358 INFO:Trainer:2024-05-19 22:58:13:hits@1_type: 0.35 INFO:Trainer:2024-05-19 22:58:13:hits@3_type: 0.359 INFO:Trainer:2024-05-19 22:58:13:hits@10_type: 0.373 wandb: - 0.014 MB of 0.014 MB uploaded wandb: \ 0.016 MB of 0.038 MB uploaded wandb: Network error (TransientError), entering retry loop. wandb: | 0.022 MB of 0.038 MB uploaded DEBUG:connectionpool:2024-05-19 22:58:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: / 0.022 MB of 0.038 MB uploaded wandb: - 0.022 MB of 0.038 MB uploaded wandb: \ 0.038 MB of 0.038 MB uploaded wandb: | 0.038 MB of 0.038 MB uploaded wandb: / 0.038 MB of 0.038 MB uploaded wandb: wandb: wandb: Run history: wandb: duration โ– wandb: test/hits@1 โ– wandb: test/hits@10 โ– wandb: test/hits@10_type โ– wandb: test/hits@1_type โ– wandb: test/hits@3 โ– wandb: test/hits@3_type โ– wandb: test/mr โ– wandb: test/mr_type โ– wandb: test/mrr โ– wandb: test/mrr_type โ– wandb: train/epoch โ–โ–ˆ wandb: train/train_loss โ–โ–ˆ wandb: val/epoch โ–โ–…โ–ˆ wandb: val/hits@1 โ–ˆโ–โ–„ wandb: val/hits@10 โ–ˆโ–ƒโ– wandb: val/hits@10_type โ–ˆโ–ƒโ– wandb: val/hits@1_type โ–ˆโ–„โ– wandb: val/hits@3 โ–ˆโ–ƒโ– wandb: val/hits@3_type โ–ˆโ–„โ– wandb: val/mr โ–โ–„โ–ˆ wandb: val/mr_type โ–โ–„โ–ˆ wandb: val/mrr โ–ˆโ–‚โ– wandb: val/mrr_type โ–ˆโ–„โ– wandb: wandb: Run summary: wandb: duration 672.64675 wandb: test/hits@1 0.342 wandb: test/hits@10 0.356 wandb: test/hits@10_type 0.373 wandb: test/hits@1_type 0.35 wandb: test/hits@3 0.35 wandb: test/hits@3_type 0.359 wandb: test/mr 10435.871 wandb: test/mr_type 3568.715 wandb: test/mrr 0.348 wandb: test/mrr_type 0.358 wandb: train/epoch 200 wandb: train/train_loss 2.1624 wandb: val/epoch 299 wandb: val/hits@1 0.348 wandb: val/hits@10 0.358 wandb: val/hits@10_type 0.378 wandb: val/hits@1_type 0.354 wandb: val/hits@3 0.353 wandb: val/hits@3_type 0.364 wandb: val/mr 10545.971 wandb: val/mr_type 3619.321 wandb: val/mrr 0.352 wandb: val/mrr_type 0.363 wandb: wandb: ๐Ÿš€ View run stellar-sweep-1 at: https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/lmvvo0q4 wandb: โญ๏ธ View project at: https://wandb.ai/3555028709/pybind11-ke-sweeps wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20240519_224636-lmvvo0q4/logs DEBUG:connectionpool:2024-05-19 22:58:22:Starting new HTTPS connection (1): o151352.ingest.sentry.io:443 DEBUG:connectionpool:2024-05-19 22:58:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:23:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0 DEBUG:connectionpool:2024-05-19 22:58:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Agent Starting Run: 5oycdjc3 with config: wandb: adv_temperature: 1 wandb: batch_size: 1024 wandb: dataloader: KGEDataLoader wandb: delta: 0.0001 wandb: device: cuda:1 wandb: dim: 50 wandb: ent_file: entity2id.txt wandb: epochs: 10000 wandb: in_path: ../../benchmarks/WN18RR/ wandb: l3_regul_rate: 0 wandb: log_interval: 100 wandb: loss: SoftplusLoss wandb: lr: 0.031343439695605685 wandb: metric: hits@10 wandb: model: Analogy wandb: neg_ent: 4 wandb: num_workers: 16 wandb: opt_method: adagrad wandb: patience: 2 wandb: prediction: all wandb: regul_rate: 0 wandb: rel_file: relation2id.txt wandb: save_path: ./model.pth wandb: strategy: NegativeSampling wandb: test_batch_size: 30 wandb: test_file: test2id.txt wandb: test_sampler: TradTestSampler wandb: tester: Tester wandb: train_file: train2id.txt wandb: train_sampler: BernSampler wandb: trainer: Trainer wandb: type_constrain: True wandb: use_early_stopping: True wandb: use_gpu: True wandb: use_tqdm: False wandb: valid_file: valid2id.txt wandb: valid_interval: 100 DEBUG:cmd:2024-05-19 22:58:28:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:cmd:2024-05-19 22:58:28:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:connectionpool:2024-05-19 22:58:28:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 22:58:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:cmd:2024-05-19 22:58:29:Popen(['git', 'cat-file', '--batch-check'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=, shell=False, universal_newlines=False) DEBUG:connectionpool:2024-05-19 22:58:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Tracking run with wandb version 0.16.6 wandb: Run data is saved locally in /home/luyanfeng/my_code/github/pybind11-OpenKE/examples/ANALOGY/wandb/run-20240519_225829-5oycdjc3 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run whole-sweep-2 wandb: โญ๏ธ View project at https://wandb.ai/3555028709/pybind11-ke-sweeps wandb: ๐Ÿงน View sweep at https://wandb.ai/3555028709/pybind11-ke-sweeps/sweeps/a1adm3uo wandb: ๐Ÿš€ View run at https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/5oycdjc3 INFO:Trainer:2024-05-19 22:58:35:[cuda:1] Initialization completed, start model training. DEBUG:connectionpool:2024-05-19 22:58:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:43:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:58:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 22:59:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:00:43:[cuda:1] Epoch 100 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:00:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:00:45:mr: 8439.438 INFO:Trainer:2024-05-19 23:00:45:mrr: 0.403 INFO:Trainer:2024-05-19 23:00:45:hits@1: 0.389 INFO:Trainer:2024-05-19 23:00:45:hits@3: 0.407 INFO:Trainer:2024-05-19 23:00:45:hits@10: 0.426 INFO:Trainer:2024-05-19 23:00:45:mr_type: 3286.084 INFO:Trainer:2024-05-19 23:00:45:mrr_type: 0.414 INFO:Trainer:2024-05-19 23:00:45:hits@1_type: 0.397 INFO:Trainer:2024-05-19 23:00:45:hits@3_type: 0.418 INFO:Trainer:2024-05-19 23:00:45:hits@10_type: 0.445 INFO:EarlyStopping:2024-05-19 23:00:45:Validation score improved (-inf --> 0.426000). Saving model ... INFO:Trainer:2024-05-19 23:00:45:[cuda:1] Epoch [ 100/10000] | Batchsize: 1024 | loss: 0.275611 | 1.27805 seconds/epoch DEBUG:connectionpool:2024-05-19 23:00:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:00:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:01:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:02:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:02:49:[cuda:1] Epoch 200 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:02:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:02:51:mr: 8429.424 INFO:Trainer:2024-05-19 23:02:51:mrr: 0.404 INFO:Trainer:2024-05-19 23:02:51:hits@1: 0.391 INFO:Trainer:2024-05-19 23:02:51:hits@3: 0.407 INFO:Trainer:2024-05-19 23:02:51:hits@10: 0.429 INFO:Trainer:2024-05-19 23:02:51:mr_type: 3251.268 INFO:Trainer:2024-05-19 23:02:51:mrr_type: 0.414 INFO:Trainer:2024-05-19 23:02:51:hits@1_type: 0.397 INFO:Trainer:2024-05-19 23:02:51:hits@3_type: 0.419 INFO:Trainer:2024-05-19 23:02:51:hits@10_type: 0.449 INFO:EarlyStopping:2024-05-19 23:02:51:Validation score improved (0.426000 --> 0.429000). Saving model ... INFO:Trainer:2024-05-19 23:02:51:[cuda:1] Epoch [ 200/10000] | Batchsize: 1024 | loss: 0.114114 | 1.26969 seconds/epoch DEBUG:connectionpool:2024-05-19 23:02:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:03:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:04:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:05:01:[cuda:1] Epoch 300 | The model starts evaluation on the validation set. INFO:Trainer:2024-05-19 23:05:04:mr: 8439.965 INFO:Trainer:2024-05-19 23:05:04:mrr: 0.404 INFO:Trainer:2024-05-19 23:05:04:hits@1: 0.391 INFO:Trainer:2024-05-19 23:05:04:hits@3: 0.408 INFO:Trainer:2024-05-19 23:05:04:hits@10: 0.432 INFO:Trainer:2024-05-19 23:05:04:mr_type: 3239.837 INFO:Trainer:2024-05-19 23:05:04:mrr_type: 0.415 INFO:Trainer:2024-05-19 23:05:04:hits@1_type: 0.397 INFO:Trainer:2024-05-19 23:05:04:hits@3_type: 0.419 INFO:Trainer:2024-05-19 23:05:04:hits@10_type: 0.451 INFO:EarlyStopping:2024-05-19 23:05:04:Validation score improved (0.429000 --> 0.432000). Saving model ... INFO:Trainer:2024-05-19 23:05:04:[cuda:1] Epoch [ 300/10000] | Batchsize: 1024 | loss: 0.062724 | 1.28834 seconds/epoch DEBUG:connectionpool:2024-05-19 23:05:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:43:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:05:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:06:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:07:16:[cuda:1] Epoch 400 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:07:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:07:18:mr: 8427.799 INFO:Trainer:2024-05-19 23:07:18:mrr: 0.403 INFO:Trainer:2024-05-19 23:07:18:hits@1: 0.388 INFO:Trainer:2024-05-19 23:07:18:hits@3: 0.407 INFO:Trainer:2024-05-19 23:07:18:hits@10: 0.431 INFO:Trainer:2024-05-19 23:07:18:mr_type: 3228.322 INFO:Trainer:2024-05-19 23:07:18:mrr_type: 0.415 INFO:Trainer:2024-05-19 23:07:18:hits@1_type: 0.396 INFO:Trainer:2024-05-19 23:07:18:hits@3_type: 0.418 INFO:Trainer:2024-05-19 23:07:18:hits@10_type: 0.45 INFO:EarlyStopping:2024-05-19 23:07:18:EarlyStopping counter: 1 / 2 INFO:Trainer:2024-05-19 23:07:18:[cuda:1] Epoch [ 400/10000] | Batchsize: 1024 | loss: 0.048260 | 1.30283 seconds/epoch DEBUG:connectionpool:2024-05-19 23:07:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:43:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:07:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:08:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:09:27:[cuda:1] Epoch 500 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:09:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:09:29:mr: 8438.066 INFO:Trainer:2024-05-19 23:09:29:mrr: 0.402 INFO:Trainer:2024-05-19 23:09:29:hits@1: 0.388 INFO:Trainer:2024-05-19 23:09:29:hits@3: 0.406 INFO:Trainer:2024-05-19 23:09:29:hits@10: 0.43 INFO:Trainer:2024-05-19 23:09:29:mr_type: 3224.016 INFO:Trainer:2024-05-19 23:09:29:mrr_type: 0.414 INFO:Trainer:2024-05-19 23:09:29:hits@1_type: 0.396 INFO:Trainer:2024-05-19 23:09:29:hits@3_type: 0.418 INFO:Trainer:2024-05-19 23:09:29:hits@10_type: 0.449 INFO:EarlyStopping:2024-05-19 23:09:29:EarlyStopping counter: 2 / 2 INFO:Trainer:2024-05-19 23:09:29:[cuda:1] Send an early stopping signal INFO:Trainer:2024-05-19 23:09:29:[cuda:1] The model training is completed, taking a total of 651.81657 seconds. INFO:Trainer:2024-05-19 23:09:29:[cuda:1] Model saved at ./model.pth. INFO:Trainer:2024-05-19 23:09:29:[cuda:1] The model starts evaluating in the test set. INFO:Trainer:2024-05-19 23:09:32:mr: 8637.399 INFO:Trainer:2024-05-19 23:09:32:mrr: 0.401 INFO:Trainer:2024-05-19 23:09:32:hits@1: 0.385 INFO:Trainer:2024-05-19 23:09:32:hits@3: 0.406 INFO:Trainer:2024-05-19 23:09:32:hits@10: 0.429 INFO:Trainer:2024-05-19 23:09:32:mr_type: 3365.479 INFO:Trainer:2024-05-19 23:09:32:mrr_type: 0.41 INFO:Trainer:2024-05-19 23:09:32:hits@1_type: 0.39 INFO:Trainer:2024-05-19 23:09:32:hits@3_type: 0.416 INFO:Trainer:2024-05-19 23:09:32:hits@10_type: 0.448 DEBUG:connectionpool:2024-05-19 23:09:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: - 0.014 MB of 0.014 MB uploaded wandb: \ 0.014 MB of 0.039 MB uploaded wandb: | 0.018 MB of 0.039 MB uploaded wandb: / 0.039 MB of 0.039 MB uploaded DEBUG:connectionpool:2024-05-19 23:09:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None 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 โ– wandb: test/hits@1 โ– wandb: test/hits@10 โ– wandb: test/hits@10_type โ– wandb: test/hits@1_type โ– wandb: test/hits@3 โ– wandb: test/hits@3_type โ– wandb: test/mr โ– wandb: test/mr_type โ– wandb: test/mrr โ– wandb: test/mrr_type โ– wandb: train/epoch โ–โ–ƒโ–†โ–ˆ wandb: train/train_loss โ–ˆโ–ƒโ–โ– wandb: val/epoch โ–โ–ƒโ–…โ–†โ–ˆ wandb: val/hits@1 โ–ƒโ–ˆโ–ˆโ–โ– wandb: val/hits@10 โ–โ–„โ–ˆโ–‡โ–† wandb: val/hits@10_type โ–โ–†โ–ˆโ–‡โ–† wandb: val/hits@1_type โ–ˆโ–ˆโ–ˆโ–โ– wandb: val/hits@3 โ–…โ–…โ–ˆโ–…โ– wandb: val/hits@3_type โ–โ–ˆโ–ˆโ–โ– wandb: val/mr โ–ˆโ–‚โ–ˆโ–โ–‡ wandb: val/mr_type โ–ˆโ–„โ–ƒโ–โ– wandb: val/mrr โ–„โ–ˆโ–ˆโ–„โ– wandb: val/mrr_type โ–โ–โ–ˆโ–ˆโ– wandb: wandb: Run summary: wandb: duration 651.81657 wandb: test/hits@1 0.385 wandb: test/hits@10 0.429 wandb: test/hits@10_type 0.448 wandb: test/hits@1_type 0.39 wandb: test/hits@3 0.406 wandb: test/hits@3_type 0.416 wandb: test/mr 8637.399 wandb: test/mr_type 3365.479 wandb: test/mrr 0.401 wandb: test/mrr_type 0.41 wandb: train/epoch 400 wandb: train/train_loss 0.04826 wandb: val/epoch 499 wandb: val/hits@1 0.388 wandb: val/hits@10 0.43 wandb: val/hits@10_type 0.449 wandb: val/hits@1_type 0.396 wandb: val/hits@3 0.406 wandb: val/hits@3_type 0.418 wandb: val/mr 8438.066 wandb: val/mr_type 3224.016 wandb: val/mrr 0.402 wandb: val/mrr_type 0.414 wandb: wandb: ๐Ÿš€ View run whole-sweep-2 at: https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/5oycdjc3 wandb: โญ๏ธ View project at: https://wandb.ai/3555028709/pybind11-ke-sweeps wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20240519_225829-5oycdjc3/logs DEBUG:connectionpool:2024-05-19 23:09:40:Resetting dropped connection: o151352.ingest.sentry.io DEBUG:connectionpool:2024-05-19 23:09:41:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0 DEBUG:connectionpool:2024-05-19 23:09:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Agent Starting Run: 9xu1bxfl with config: wandb: adv_temperature: 1 wandb: batch_size: 2048 wandb: dataloader: KGEDataLoader wandb: delta: 0.0001 wandb: device: cuda:1 wandb: dim: 200 wandb: ent_file: entity2id.txt wandb: epochs: 10000 wandb: in_path: ../../benchmarks/WN18RR/ wandb: l3_regul_rate: 0 wandb: log_interval: 100 wandb: loss: SoftplusLoss wandb: lr: 0.044183347998541234 wandb: metric: hits@10 wandb: model: Analogy wandb: neg_ent: 64 wandb: num_workers: 16 wandb: opt_method: adam wandb: patience: 2 wandb: prediction: all wandb: regul_rate: 0 wandb: rel_file: relation2id.txt wandb: save_path: ./model.pth wandb: strategy: NegativeSampling wandb: test_batch_size: 30 wandb: test_file: test2id.txt wandb: test_sampler: TradTestSampler wandb: tester: Tester wandb: train_file: train2id.txt wandb: train_sampler: BernSampler wandb: trainer: Trainer wandb: type_constrain: True wandb: use_early_stopping: True wandb: use_gpu: True wandb: use_tqdm: False wandb: valid_file: valid2id.txt wandb: valid_interval: 100 DEBUG:cmd:2024-05-19 23:09:44:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:cmd:2024-05-19 23:09:44:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False) DEBUG:connectionpool:2024-05-19 23:09:45:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 23:09:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:cmd:2024-05-19 23:09:46:Popen(['git', 'cat-file', '--batch-check'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=, shell=False, universal_newlines=False) DEBUG:connectionpool:2024-05-19 23:09:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Tracking run with wandb version 0.16.6 wandb: Run data is saved locally in /home/luyanfeng/my_code/github/pybind11-OpenKE/examples/ANALOGY/wandb/run-20240519_230946-9xu1bxfl wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run jolly-sweep-3 wandb: โญ๏ธ View project at https://wandb.ai/3555028709/pybind11-ke-sweeps wandb: ๐Ÿงน View sweep at https://wandb.ai/3555028709/pybind11-ke-sweeps/sweeps/a1adm3uo wandb: ๐Ÿš€ View run at https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/9xu1bxfl INFO:Trainer:2024-05-19 23:09:53:[cuda:1] Initialization completed, start model training. DEBUG:connectionpool:2024-05-19 23:09:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:09:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:10:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:11:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:12:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:13:32:[cuda:1] Epoch 100 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:13:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:13:40:mr: 9433.174 INFO:Trainer:2024-05-19 23:13:40:mrr: 0.355 INFO:Trainer:2024-05-19 23:13:40:hits@1: 0.348 INFO:Trainer:2024-05-19 23:13:40:hits@3: 0.358 INFO:Trainer:2024-05-19 23:13:40:hits@10: 0.369 INFO:Trainer:2024-05-19 23:13:40:mr_type: 3369.439 INFO:Trainer:2024-05-19 23:13:40:mrr_type: 0.37 INFO:Trainer:2024-05-19 23:13:40:hits@1_type: 0.358 INFO:Trainer:2024-05-19 23:13:40:hits@3_type: 0.373 INFO:Trainer:2024-05-19 23:13:40:hits@10_type: 0.39 INFO:EarlyStopping:2024-05-19 23:13:40:Validation score improved (-inf --> 0.369000). Saving model ... INFO:Trainer:2024-05-19 23:13:41:[cuda:1] Epoch [ 100/10000] | Batchsize: 2048 | loss: 11.429007 | 2.18889 seconds/epoch DEBUG:connectionpool:2024-05-19 23:13:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:13:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:14:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:15:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:16:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:17:03:[cuda:1] Epoch 200 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:17:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:17:11:mr: 10316.9 INFO:Trainer:2024-05-19 23:17:11:mrr: 0.357 INFO:Trainer:2024-05-19 23:17:11:hits@1: 0.352 INFO:Trainer:2024-05-19 23:17:11:hits@3: 0.36 INFO:Trainer:2024-05-19 23:17:11:hits@10: 0.367 INFO:Trainer:2024-05-19 23:17:11:mr_type: 3480.944 INFO:Trainer:2024-05-19 23:17:11:mrr_type: 0.369 INFO:Trainer:2024-05-19 23:17:11:hits@1_type: 0.358 INFO:Trainer:2024-05-19 23:17:11:hits@3_type: 0.37 INFO:Trainer:2024-05-19 23:17:11:hits@10_type: 0.386 INFO:EarlyStopping:2024-05-19 23:17:11:EarlyStopping counter: 1 / 2 INFO:Trainer:2024-05-19 23:17:11:[cuda:1] Epoch [ 200/10000] | Batchsize: 2048 | loss: 11.900944 | 2.14877 seconds/epoch DEBUG:connectionpool:2024-05-19 23:17:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:17:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:43:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:18:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:19:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:20:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:20:44:[cuda:1] Epoch 300 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 23:20:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:20:53:mr: 10953.178 INFO:Trainer:2024-05-19 23:20:53:mrr: 0.338 INFO:Trainer:2024-05-19 23:20:53:hits@1: 0.331 INFO:Trainer:2024-05-19 23:20:53:hits@3: 0.342 INFO:Trainer:2024-05-19 23:20:53:hits@10: 0.35 INFO:Trainer:2024-05-19 23:20:53:mr_type: 3548.486 INFO:Trainer:2024-05-19 23:20:53:mrr_type: 0.353 INFO:Trainer:2024-05-19 23:20:53:hits@1_type: 0.341 INFO:Trainer:2024-05-19 23:20:53:hits@3_type: 0.353 INFO:Trainer:2024-05-19 23:20:53:hits@10_type: 0.372 INFO:EarlyStopping:2024-05-19 23:20:53:EarlyStopping counter: 2 / 2 INFO:Trainer:2024-05-19 23:20:53:[cuda:1] Send an early stopping signal INFO:Trainer:2024-05-19 23:20:53:[cuda:1] The model training is completed, taking a total of 651.35136 seconds. INFO:Trainer:2024-05-19 23:20:54:[cuda:1] Model saved at ./model.pth. INFO:Trainer:2024-05-19 23:20:54:[cuda:1] The model starts evaluating in the test set. DEBUG:connectionpool:2024-05-19 23:20:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 23:21:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 23:21:03:mr: 11084.958 INFO:Trainer:2024-05-19 23:21:03:mrr: 0.337 INFO:Trainer:2024-05-19 23:21:03:hits@1: 0.331 INFO:Trainer:2024-05-19 23:21:03:hits@3: 0.34 INFO:Trainer:2024-05-19 23:21:03:hits@10: 0.347 INFO:Trainer:2024-05-19 23:21:03:mr_type: 3587.96 INFO:Trainer:2024-05-19 23:21:03:mrr_type: 0.348 INFO:Trainer:2024-05-19 23:21:03:hits@1_type: 0.339 INFO:Trainer:2024-05-19 23:21:03:hits@3_type: 0.349 INFO:Trainer:2024-05-19 23:21:03:hits@10_type: 0.363 DEBUG:connectionpool:2024-05-19 23:21:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: - 0.014 MB of 0.014 MB uploaded wandb: \ 0.014 MB of 0.037 MB uploaded wandb: | 0.014 MB of 0.037 MB uploaded wandb: / 0.018 MB of 0.037 MB uploaded wandb: - 0.037 MB of 0.037 MB uploaded DEBUG:connectionpool:2024-05-19 23:21:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: \ 0.037 MB of 0.037 MB uploaded wandb: | 0.037 MB of 0.037 MB uploaded wandb: / 0.037 MB of 0.037 MB uploaded wandb: wandb: wandb: Run history: wandb: duration โ– wandb: test/hits@1 โ– wandb: test/hits@10 โ– wandb: test/hits@10_type โ– wandb: test/hits@1_type โ– wandb: test/hits@3 โ– wandb: test/hits@3_type โ– wandb: test/mr โ– wandb: test/mr_type โ– wandb: test/mrr โ– wandb: test/mrr_type โ– wandb: train/epoch โ–โ–ˆ wandb: train/train_loss โ–โ–ˆ wandb: val/epoch โ–โ–…โ–ˆ wandb: val/hits@1 โ–‡โ–ˆโ– wandb: val/hits@10 โ–ˆโ–‡โ– wandb: val/hits@10_type โ–ˆโ–†โ– wandb: val/hits@1_type โ–ˆโ–ˆโ– wandb: val/hits@3 โ–‡โ–ˆโ– wandb: val/hits@3_type โ–ˆโ–‡โ– wandb: val/mr โ–โ–…โ–ˆ wandb: val/mr_type โ–โ–…โ–ˆ wandb: val/mrr โ–‡โ–ˆโ– wandb: val/mrr_type โ–ˆโ–ˆโ– wandb: wandb: Run summary: wandb: duration 651.35136 wandb: test/hits@1 0.331 wandb: test/hits@10 0.347 wandb: test/hits@10_type 0.363 wandb: test/hits@1_type 0.339 wandb: test/hits@3 0.34 wandb: test/hits@3_type 0.349 wandb: test/mr 11084.958 wandb: test/mr_type 3587.96 wandb: test/mrr 0.337 wandb: test/mrr_type 0.348 wandb: train/epoch 200 wandb: train/train_loss 11.90094 wandb: val/epoch 299 wandb: val/hits@1 0.331 wandb: val/hits@10 0.35 wandb: val/hits@10_type 0.372 wandb: val/hits@1_type 0.341 wandb: val/hits@3 0.342 wandb: val/hits@3_type 0.353 wandb: val/mr 10953.178 wandb: val/mr_type 3548.486 wandb: val/mrr 0.338 wandb: val/mrr_type 0.353 wandb: wandb: ๐Ÿš€ View run jolly-sweep-3 at: https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/9xu1bxfl wandb: โญ๏ธ View project at: https://wandb.ai/3555028709/pybind11-ke-sweeps wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20240519_230946-9xu1bxfl/logs DEBUG:connectionpool:2024-05-19 23:21:12:Resetting dropped connection: o151352.ingest.sentry.io DEBUG:connectionpool:2024-05-19 23:21:13:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0