DEBUG:cmd:2024-05-19 13:59:04: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 13:59:04: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 13:59:05:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 13:59:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:06: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 13:59:06:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 13:59:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:pyagent:2024-05-19 13:59:07:Starting sweep agent: entity=None, project=None, count=3 DEBUG:pyagent:2024-05-19 13:59:07:Agent._setup() DEBUG:pyagent:2024-05-19 13:59:07:Agent._register() DEBUG:connectionpool:2024-05-19 13:59:07:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 13:59:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:pyagent:2024-05-19 13:59:07:agent_id = QWdlbnQ6dTl2ZmNlZzY= DEBUG:connectionpool:2024-05-19 13:59:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:pyagent:2024-05-19 13:59:08:Job received: Job(r6go0zaz,{'adv_temperature': {'value': 3}, 'batch_size': {'value': 1024}, 'dataloader': {'value': 'KGEDataLoader'}, 'delta': {'value': 0.0001}, 'device': {'value': 'cuda:0'}, 'dim': {'value': 100}, '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': 0.12298890758656168}, 'metric': {'value': 'hits@10'}, 'model': {'value': 'ComplEx'}, 'neg_ent': {'value': 1}, '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'}, 'threads': {'value': 2}, '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 13:59:08:Spawning new thread for run r6go0zaz. wandb: Agent Starting Run: r6go0zaz with config: wandb: adv_temperature: 3 wandb: batch_size: 1024 wandb: dataloader: KGEDataLoader wandb: delta: 0.0001 wandb: device: cuda:0 wandb: dim: 100 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: 0.12298890758656168 wandb: metric: hits@10 wandb: model: ComplEx wandb: neg_ent: 1 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: threads: 2 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 13:59:08: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 13:59:08: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 13:59:09:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 13:59:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:cmd:2024-05-19 13:59:09: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 13:59:13: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/ComplEx/wandb/run-20240519_135909-r6go0zaz wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run confused-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/8bethzo1 wandb: ๐Ÿš€ View run at https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/r6go0zaz INFO:Trainer:2024-05-19 13:59:17:[cuda:0] 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': 'ComplEx'}} 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': 'ComplEx_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:0'}, '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': 'ComplEx'}, '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'}, 'threads': {'value': 2}, '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: 8bethzo1 Sweep URL: https://wandb.ai/3555028709/pybind11-ke-sweeps/sweeps/8bethzo1 DEBUG:connectionpool:2024-05-19 13:59:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 13:59:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:00:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:00:58:[cuda:0] Epoch 100 | The model starts evaluation on the validation set. INFO:Trainer:2024-05-19 14:01:02:mr: 9366.653 INFO:Trainer:2024-05-19 14:01:02:mrr: 0.261 INFO:Trainer:2024-05-19 14:01:02:hits@1: 0.237 INFO:Trainer:2024-05-19 14:01:02:hits@3: 0.273 INFO:Trainer:2024-05-19 14:01:02:hits@10: 0.304 INFO:Trainer:2024-05-19 14:01:02:mr_type: 4196.609 INFO:Trainer:2024-05-19 14:01:02:mrr_type: 0.277 INFO:Trainer:2024-05-19 14:01:02:hits@1_type: 0.247 INFO:Trainer:2024-05-19 14:01:02:hits@3_type: 0.29 INFO:Trainer:2024-05-19 14:01:02:hits@10_type: 0.333 INFO:EarlyStopping:2024-05-19 14:01:02:Validation score improved (-inf --> 0.304000). Saving model ... INFO:Trainer:2024-05-19 14:01:02:[cuda:0] Epoch [ 100/10000] | Batchsize: 1024 | loss: 528.752088 | 1.00773 seconds/epoch DEBUG:connectionpool:2024-05-19 14:01:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:01:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:02:44:[cuda:0] Epoch 200 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:02:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:02:48:mr: 9075.74 INFO:Trainer:2024-05-19 14:02:48:mrr: 0.314 INFO:Trainer:2024-05-19 14:02:48:hits@1: 0.291 INFO:Trainer:2024-05-19 14:02:48:hits@3: 0.328 INFO:Trainer:2024-05-19 14:02:48:hits@10: 0.356 INFO:Trainer:2024-05-19 14:02:48:mr_type: 3837.097 INFO:Trainer:2024-05-19 14:02:48:mrr_type: 0.329 INFO:Trainer:2024-05-19 14:02:48:hits@1_type: 0.3 INFO:Trainer:2024-05-19 14:02:48:hits@3_type: 0.343 INFO:Trainer:2024-05-19 14:02:48:hits@10_type: 0.376 INFO:EarlyStopping:2024-05-19 14:02:48:Validation score improved (0.304000 --> 0.356000). Saving model ... INFO:Trainer:2024-05-19 14:02:48:[cuda:0] Epoch [ 200/10000] | Batchsize: 1024 | loss: 513.113681 | 1.03313 seconds/epoch DEBUG:connectionpool:2024-05-19 14:02:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:02:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:03:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:04:29:[cuda:0] Epoch 300 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:04:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:04:33:mr: 8994.465 INFO:Trainer:2024-05-19 14:04:33:mrr: 0.329 INFO:Trainer:2024-05-19 14:04:33:hits@1: 0.304 INFO:Trainer:2024-05-19 14:04:33:hits@3: 0.347 INFO:Trainer:2024-05-19 14:04:33:hits@10: 0.367 INFO:Trainer:2024-05-19 14:04:33:mr_type: 3659.697 INFO:Trainer:2024-05-19 14:04:33:mrr_type: 0.343 INFO:Trainer:2024-05-19 14:04:33:hits@1_type: 0.315 INFO:Trainer:2024-05-19 14:04:33:hits@3_type: 0.36 INFO:Trainer:2024-05-19 14:04:33:hits@10_type: 0.386 INFO:EarlyStopping:2024-05-19 14:04:33:Validation score improved (0.356000 --> 0.367000). Saving model ... INFO:Trainer:2024-05-19 14:04:33:[cuda:0] Epoch [ 300/10000] | Batchsize: 1024 | loss: 491.260905 | 1.03886 seconds/epoch DEBUG:connectionpool:2024-05-19 14:04:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:04:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:05:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:06:15:[cuda:0] Epoch 400 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:06:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:06:19:mr: 9482.831 INFO:Trainer:2024-05-19 14:06:19:mrr: 0.341 INFO:Trainer:2024-05-19 14:06:19:hits@1: 0.322 INFO:Trainer:2024-05-19 14:06:19:hits@3: 0.354 INFO:Trainer:2024-05-19 14:06:19:hits@10: 0.371 INFO:Trainer:2024-05-19 14:06:19:mr_type: 3684.299 INFO:Trainer:2024-05-19 14:06:19:mrr_type: 0.353 INFO:Trainer:2024-05-19 14:06:19:hits@1_type: 0.33 INFO:Trainer:2024-05-19 14:06:19:hits@3_type: 0.368 INFO:Trainer:2024-05-19 14:06:19:hits@10_type: 0.387 INFO:EarlyStopping:2024-05-19 14:06:19:Validation score improved (0.367000 --> 0.371000). Saving model ... INFO:Trainer:2024-05-19 14:06:19:[cuda:0] Epoch [ 400/10000] | Batchsize: 1024 | loss: 476.466965 | 1.04430 seconds/epoch DEBUG:connectionpool:2024-05-19 14:06:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:06:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:07:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:08:01:[cuda:0] Epoch 500 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:08:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:08:04:mr: 9708.495 INFO:Trainer:2024-05-19 14:08:04:mrr: 0.345 INFO:Trainer:2024-05-19 14:08:04:hits@1: 0.325 INFO:Trainer:2024-05-19 14:08:04:hits@3: 0.357 INFO:Trainer:2024-05-19 14:08:04:hits@10: 0.376 INFO:Trainer:2024-05-19 14:08:04:mr_type: 3654.647 INFO:Trainer:2024-05-19 14:08:04:mrr_type: 0.356 INFO:Trainer:2024-05-19 14:08:04:hits@1_type: 0.333 INFO:Trainer:2024-05-19 14:08:04:hits@3_type: 0.369 INFO:Trainer:2024-05-19 14:08:04:hits@10_type: 0.393 INFO:EarlyStopping:2024-05-19 14:08:04:Validation score improved (0.371000 --> 0.376000). Saving model ... INFO:Trainer:2024-05-19 14:08:05:[cuda:0] Epoch [ 500/10000] | Batchsize: 1024 | loss: 448.449030 | 1.04665 seconds/epoch DEBUG:connectionpool:2024-05-19 14:08:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:08:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:09:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:09:51:[cuda:0] Epoch 600 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:09:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:09:55:mr: 9598.416 INFO:Trainer:2024-05-19 14:09:55:mrr: 0.342 INFO:Trainer:2024-05-19 14:09:55:hits@1: 0.321 INFO:Trainer:2024-05-19 14:09:55:hits@3: 0.356 INFO:Trainer:2024-05-19 14:09:55:hits@10: 0.371 INFO:Trainer:2024-05-19 14:09:55:mr_type: 3542.446 INFO:Trainer:2024-05-19 14:09:55:mrr_type: 0.355 INFO:Trainer:2024-05-19 14:09:55:hits@1_type: 0.331 INFO:Trainer:2024-05-19 14:09:55:hits@3_type: 0.37 INFO:Trainer:2024-05-19 14:09:55:hits@10_type: 0.389 INFO:EarlyStopping:2024-05-19 14:09:55:EarlyStopping counter: 1 / 2 INFO:Trainer:2024-05-19 14:09:55:[cuda:0] Epoch [ 600/10000] | Batchsize: 1024 | loss: 454.136710 | 1.05645 seconds/epoch DEBUG:connectionpool:2024-05-19 14:09:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:10:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:11:38:[cuda:0] Epoch 700 | The model starts evaluation on the validation set. INFO:Trainer:2024-05-19 14:11:41:mr: 9979.248 INFO:Trainer:2024-05-19 14:11:41:mrr: 0.349 INFO:Trainer:2024-05-19 14:11:41:hits@1: 0.332 INFO:Trainer:2024-05-19 14:11:41:hits@3: 0.362 INFO:Trainer:2024-05-19 14:11:41:hits@10: 0.376 INFO:Trainer:2024-05-19 14:11:41:mr_type: 3593.6 INFO:Trainer:2024-05-19 14:11:41:mrr_type: 0.363 INFO:Trainer:2024-05-19 14:11:41:hits@1_type: 0.342 INFO:Trainer:2024-05-19 14:11:41:hits@3_type: 0.374 INFO:Trainer:2024-05-19 14:11:41:hits@10_type: 0.393 INFO:EarlyStopping:2024-05-19 14:11:41:EarlyStopping counter: 2 / 2 INFO:Trainer:2024-05-19 14:11:41:[cuda:0] Send an early stopping signal INFO:Trainer:2024-05-19 14:11:41:[cuda:0] The model training is completed, taking a total of 740.15181 seconds. INFO:Trainer:2024-05-19 14:11:41:[cuda:0] Model saved at ./model.pth. INFO:Trainer:2024-05-19 14:11:41:[cuda:0] The model starts evaluating in the test set. DEBUG:connectionpool:2024-05-19 14:11:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:11:45:mr: 9737.373 INFO:Trainer:2024-05-19 14:11:45:mrr: 0.351 INFO:Trainer:2024-05-19 14:11:45:hits@1: 0.334 INFO:Trainer:2024-05-19 14:11:45:hits@3: 0.363 INFO:Trainer:2024-05-19 14:11:45:hits@10: 0.375 INFO:Trainer:2024-05-19 14:11:45:mr_type: 3571.534 INFO:Trainer:2024-05-19 14:11:45:mrr_type: 0.363 INFO:Trainer:2024-05-19 14:11:45:hits@1_type: 0.342 INFO:Trainer:2024-05-19 14:11:45:hits@3_type: 0.373 INFO:Trainer:2024-05-19 14:11:45:hits@10_type: 0.393 wandb: - 0.014 MB of 0.014 MB uploaded DEBUG:connectionpool:2024-05-19 14:11:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: \ 0.016 MB of 0.042 MB uploaded wandb: | 0.042 MB of 0.042 MB uploaded wandb: / 0.042 MB of 0.042 MB uploaded wandb: - 0.042 MB of 0.042 MB uploaded wandb: \ 0.042 MB of 0.042 MB uploaded wandb: | 0.042 MB of 0.042 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–‚โ–„โ–…โ–‡โ–ˆ wandb: train/train_loss โ–ˆโ–‡โ–…โ–ƒโ–โ– wandb: val/epoch โ–โ–‚โ–ƒโ–…โ–†โ–‡โ–ˆ wandb: val/hits@1 โ–โ–…โ–†โ–‡โ–‡โ–‡โ–ˆ wandb: val/hits@10 โ–โ–†โ–‡โ–ˆโ–ˆโ–ˆโ–ˆ wandb: val/hits@10_type โ–โ–†โ–‡โ–‡โ–ˆโ–ˆโ–ˆ wandb: val/hits@1_type โ–โ–…โ–†โ–‡โ–‡โ–‡โ–ˆ wandb: val/hits@3 โ–โ–…โ–‡โ–‡โ–ˆโ–ˆโ–ˆ wandb: val/hits@3_type โ–โ–…โ–‡โ–‡โ–ˆโ–ˆโ–ˆ wandb: val/mr โ–„โ–‚โ–โ–„โ–†โ–…โ–ˆ wandb: val/mr_type โ–ˆโ–„โ–‚โ–ƒโ–‚โ–โ–‚ wandb: val/mrr โ–โ–…โ–†โ–‡โ–ˆโ–‡โ–ˆ wandb: val/mrr_type โ–โ–…โ–†โ–‡โ–‡โ–‡โ–ˆ wandb: wandb: Run summary: wandb: duration 740.15181 wandb: test/hits@1 0.334 wandb: test/hits@10 0.375 wandb: test/hits@10_type 0.393 wandb: test/hits@1_type 0.342 wandb: test/hits@3 0.363 wandb: test/hits@3_type 0.373 wandb: test/mr 9737.373 wandb: test/mr_type 3571.534 wandb: test/mrr 0.351 wandb: test/mrr_type 0.363 wandb: train/epoch 600 wandb: train/train_loss 454.13671 wandb: val/epoch 699 wandb: val/hits@1 0.332 wandb: val/hits@10 0.376 wandb: val/hits@10_type 0.393 wandb: val/hits@1_type 0.342 wandb: val/hits@3 0.362 wandb: val/hits@3_type 0.374 wandb: val/mr 9979.248 wandb: val/mr_type 3593.6 wandb: val/mrr 0.349 wandb: val/mrr_type 0.363 wandb: wandb: ๐Ÿš€ View run confused-sweep-1 at: https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/r6go0zaz 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_135909-r6go0zaz/logs DEBUG:connectionpool:2024-05-19 14:11:52:Starting new HTTPS connection (1): o151352.ingest.sentry.io:443 DEBUG:connectionpool:2024-05-19 14:11:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:11:53:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0 DEBUG:connectionpool:2024-05-19 14:11:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Agent Starting Run: mukrch9m with config: wandb: adv_temperature: 3 wandb: batch_size: 4096 wandb: dataloader: KGEDataLoader wandb: delta: 0.0001 wandb: device: cuda:0 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: 0.29121617825490415 wandb: metric: hits@10 wandb: model: ComplEx wandb: neg_ent: 16 wandb: num_workers: 16 wandb: opt_method: sgd 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: threads: 2 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 14:11:58: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 14:11:58: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 14:11:59:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 14:12:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:cmd:2024-05-19 14:12:00: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 14:12:03: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/ComplEx/wandb/run-20240519_141200-mukrch9m wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run lively-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/8bethzo1 wandb: ๐Ÿš€ View run at https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/mukrch9m INFO:Trainer:2024-05-19 14:12:08:[cuda:0] Initialization completed, start model training. DEBUG:connectionpool:2024-05-19 14:12:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Network error (TransientError), entering retry loop. DEBUG:connectionpool:2024-05-19 14:12:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:24:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:29:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:45:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:12:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:13:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:09:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:14:31:[cuda:0] Epoch 100 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:14:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:14:38:mr: 20437.53 INFO:Trainer:2024-05-19 14:14:38:mrr: 0.0 INFO:Trainer:2024-05-19 14:14:38:hits@1: 0.0 INFO:Trainer:2024-05-19 14:14:38:hits@3: 0.0 INFO:Trainer:2024-05-19 14:14:38:hits@10: 0.0 INFO:Trainer:2024-05-19 14:14:38:mr_type: 7824.824 INFO:Trainer:2024-05-19 14:14:38:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:14:38:hits@1_type: 0.001 INFO:Trainer:2024-05-19 14:14:38:hits@3_type: 0.002 INFO:Trainer:2024-05-19 14:14:38:hits@10_type: 0.005 INFO:EarlyStopping:2024-05-19 14:14:38:Validation score improved (-inf --> 0.000000). Saving model ... INFO:Trainer:2024-05-19 14:14:38:[cuda:0] Epoch [ 100/10000] | Batchsize: 4096 | loss: 14.556058 | 1.43497 seconds/epoch DEBUG:connectionpool:2024-05-19 14:14:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:14:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:15:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:16:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:16:50:[cuda:0] Epoch 200 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:16:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:16:56:mr: 20420.924 INFO:Trainer:2024-05-19 14:16:56:mrr: 0.0 INFO:Trainer:2024-05-19 14:16:56:hits@1: 0.0 INFO:Trainer:2024-05-19 14:16:56:hits@3: 0.0 INFO:Trainer:2024-05-19 14:16:56:hits@10: 0.0 INFO:Trainer:2024-05-19 14:16:56:mr_type: 7818.222 INFO:Trainer:2024-05-19 14:16:56:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:16:56:hits@1_type: 0.001 INFO:Trainer:2024-05-19 14:16:56:hits@3_type: 0.002 INFO:Trainer:2024-05-19 14:16:56:hits@10_type: 0.005 INFO:EarlyStopping:2024-05-19 14:16:56:EarlyStopping counter: 1 / 2 INFO:Trainer:2024-05-19 14:16:56:[cuda:0] Epoch [ 200/10000] | Batchsize: 4096 | loss: 14.556022 | 1.40959 seconds/epoch DEBUG:connectionpool:2024-05-19 14:16:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:39:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:17:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:26:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:47:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:18:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:19:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:19:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:19:11:[cuda:0] Epoch 300 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:19:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:19:17:mr: 20400.499 INFO:Trainer:2024-05-19 14:19:17:mrr: 0.0 INFO:Trainer:2024-05-19 14:19:17:hits@1: 0.0 INFO:Trainer:2024-05-19 14:19:17:hits@3: 0.0 INFO:Trainer:2024-05-19 14:19:17:hits@10: 0.0 INFO:Trainer:2024-05-19 14:19:17:mr_type: 7810.15 INFO:Trainer:2024-05-19 14:19:17:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:19:17:hits@1_type: 0.001 INFO:Trainer:2024-05-19 14:19:17:hits@3_type: 0.001 INFO:Trainer:2024-05-19 14:19:17:hits@10_type: 0.005 INFO:EarlyStopping:2024-05-19 14:19:17:EarlyStopping counter: 2 / 2 INFO:Trainer:2024-05-19 14:19:17:[cuda:0] Send an early stopping signal INFO:Trainer:2024-05-19 14:19:17:[cuda:0] The model training is completed, taking a total of 423.09932 seconds. INFO:Trainer:2024-05-19 14:19:18:[cuda:0] Model saved at ./model.pth. INFO:Trainer:2024-05-19 14:19:18:[cuda:0] The model starts evaluating in the test set. DEBUG:connectionpool:2024-05-19 14:19:18:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:19:23:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:19:25:mr: 20354.28 INFO:Trainer:2024-05-19 14:19:25:mrr: 0.0 INFO:Trainer:2024-05-19 14:19:25:hits@1: 0.0 INFO:Trainer:2024-05-19 14:19:25:hits@3: 0.0 INFO:Trainer:2024-05-19 14:19:25:hits@10: 0.0 INFO:Trainer:2024-05-19 14:19:25:mr_type: 7845.332 INFO:Trainer:2024-05-19 14:19:25:mrr_type: 0.002 INFO:Trainer:2024-05-19 14:19:25:hits@1_type: 0.0 INFO:Trainer:2024-05-19 14:19:25:hits@3_type: 0.001 INFO:Trainer:2024-05-19 14:19:25:hits@10_type: 0.004 wandb: - 0.014 MB of 0.014 MB uploaded wandb: \ 0.014 MB of 0.014 MB uploaded DEBUG:connectionpool:2024-05-19 14:19:28:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: | 0.027 MB of 0.034 MB uploaded wandb: / 0.032 MB of 0.034 MB uploaded wandb: - 0.032 MB of 0.034 MB uploaded wandb: \ 0.034 MB of 0.034 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–ˆโ– wandb: val/epoch โ–โ–…โ–ˆ wandb: val/hits@1 โ–โ–โ– wandb: val/hits@10 โ–โ–โ– wandb: val/hits@10_type โ–โ–โ– wandb: val/hits@1_type โ–โ–โ– wandb: val/hits@3 โ–โ–โ– wandb: val/hits@3_type โ–ˆโ–ˆโ– wandb: val/mr โ–ˆโ–…โ– wandb: val/mr_type โ–ˆโ–…โ– wandb: val/mrr โ–โ–โ– wandb: val/mrr_type โ–โ–โ– wandb: wandb: Run summary: wandb: duration 423.09932 wandb: test/hits@1 0.0 wandb: test/hits@10 0.0 wandb: test/hits@10_type 0.004 wandb: test/hits@1_type 0.0 wandb: test/hits@3 0.0 wandb: test/hits@3_type 0.001 wandb: test/mr 20354.28 wandb: test/mr_type 7845.332 wandb: test/mrr 0.0 wandb: test/mrr_type 0.002 wandb: train/epoch 200 wandb: train/train_loss 14.55602 wandb: val/epoch 299 wandb: val/hits@1 0.0 wandb: val/hits@10 0.0 wandb: val/hits@10_type 0.005 wandb: val/hits@1_type 0.001 wandb: val/hits@3 0.0 wandb: val/hits@3_type 0.001 wandb: val/mr 20400.499 wandb: val/mr_type 7810.15 wandb: val/mrr 0.0 wandb: val/mrr_type 0.003 wandb: wandb: ๐Ÿš€ View run lively-sweep-2 at: https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/mukrch9m 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_141200-mukrch9m/logs DEBUG:connectionpool:2024-05-19 14:19:32:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0 DEBUG:connectionpool:2024-05-19 14:19:34:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: Agent Starting Run: eggc1zc1 with config: wandb: adv_temperature: 6 wandb: batch_size: 2048 wandb: dataloader: KGEDataLoader wandb: delta: 0.0001 wandb: device: cuda:0 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: 0.3654718572131859 wandb: metric: hits@10 wandb: model: ComplEx wandb: neg_ent: 1 wandb: num_workers: 16 wandb: opt_method: sgd 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: threads: 2 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 14:19:35: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 14:19:35: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 14:19:35:Starting new HTTPS connection (1): api.wandb.ai:443 DEBUG:connectionpool:2024-05-19 14:19:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:19:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:cmd:2024-05-19 14:19:36: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 14:19:39: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/ComplEx/wandb/run-20240519_141936-eggc1zc1 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run valiant-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/8bethzo1 wandb: ๐Ÿš€ View run at https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/eggc1zc1 INFO:Trainer:2024-05-19 14:19:44:[cuda:0] Initialization completed, start model training. DEBUG:connectionpool:2024-05-19 14:19:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:19:50:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:19:55:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:00:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:05:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:11:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:16:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:21:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:32:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:37:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:42:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:48:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:53:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:20:58:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:03:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:08:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:21:14:[cuda:0] Epoch 100 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:21:14:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:21:16:mr: 20517.079 INFO:Trainer:2024-05-19 14:21:16:mrr: 0.0 INFO:Trainer:2024-05-19 14:21:16:hits@1: 0.0 INFO:Trainer:2024-05-19 14:21:16:hits@3: 0.0 INFO:Trainer:2024-05-19 14:21:16:hits@10: 0.0 INFO:Trainer:2024-05-19 14:21:16:mr_type: 7861.967 INFO:Trainer:2024-05-19 14:21:16:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:21:16:hits@1_type: 0.0 INFO:Trainer:2024-05-19 14:21:16:hits@3_type: 0.001 INFO:Trainer:2024-05-19 14:21:16:hits@10_type: 0.005 INFO:EarlyStopping:2024-05-19 14:21:16:Validation score improved (-inf --> 0.000000). Saving model ... INFO:Trainer:2024-05-19 14:21:16:[cuda:0] Epoch [ 100/10000] | Batchsize: 2048 | loss: 29.112029 | 0.89527 seconds/epoch DEBUG:connectionpool:2024-05-19 14:21:19:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:30:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:40:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:51:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:21:56:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:01:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:06:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:12:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:17:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:22:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:27:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:33:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:38:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:22:39:[cuda:0] Epoch 200 | The model starts evaluation on the validation set. INFO:Trainer:2024-05-19 14:22:41:mr: 20586.756 INFO:Trainer:2024-05-19 14:22:41:mrr: 0.0 INFO:Trainer:2024-05-19 14:22:41:hits@1: 0.0 INFO:Trainer:2024-05-19 14:22:41:hits@3: 0.0 INFO:Trainer:2024-05-19 14:22:41:hits@10: 0.0 INFO:Trainer:2024-05-19 14:22:41:mr_type: 7881.442 INFO:Trainer:2024-05-19 14:22:41:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:22:41:hits@1_type: 0.0 INFO:Trainer:2024-05-19 14:22:41:hits@3_type: 0.001 INFO:Trainer:2024-05-19 14:22:41:hits@10_type: 0.005 INFO:EarlyStopping:2024-05-19 14:22:41:EarlyStopping counter: 1 / 2 INFO:Trainer:2024-05-19 14:22:41:[cuda:0] Epoch [ 200/10000] | Batchsize: 2048 | loss: 29.111866 | 0.87620 seconds/epoch DEBUG:connectionpool:2024-05-19 14:22:44:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:49:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:54:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:22:59:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:04:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:10:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:15:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:20:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:25:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:31:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:36:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:41:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:46:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:52:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:23:57:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None DEBUG:connectionpool:2024-05-19 14:24:02:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:24:06:[cuda:0] Epoch 300 | The model starts evaluation on the validation set. DEBUG:connectionpool:2024-05-19 14:24:07:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None INFO:Trainer:2024-05-19 14:24:08:mr: 20599.72 INFO:Trainer:2024-05-19 14:24:08:mrr: 0.0 INFO:Trainer:2024-05-19 14:24:08:hits@1: 0.0 INFO:Trainer:2024-05-19 14:24:08:hits@3: 0.0 INFO:Trainer:2024-05-19 14:24:08:hits@10: 0.0 INFO:Trainer:2024-05-19 14:24:08:mr_type: 7880.353 INFO:Trainer:2024-05-19 14:24:08:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:24:08:hits@1_type: 0.0 INFO:Trainer:2024-05-19 14:24:08:hits@3_type: 0.001 INFO:Trainer:2024-05-19 14:24:08:hits@10_type: 0.005 INFO:EarlyStopping:2024-05-19 14:24:08:EarlyStopping counter: 2 / 2 INFO:Trainer:2024-05-19 14:24:08:[cuda:0] Send an early stopping signal INFO:Trainer:2024-05-19 14:24:08:[cuda:0] The model training is completed, taking a total of 261.80909 seconds. INFO:Trainer:2024-05-19 14:24:08:[cuda:0] Model saved at ./model.pth. INFO:Trainer:2024-05-19 14:24:08:[cuda:0] The model starts evaluating in the test set. INFO:Trainer:2024-05-19 14:24:10:mr: 20578.117 INFO:Trainer:2024-05-19 14:24:10:mrr: 0.0 INFO:Trainer:2024-05-19 14:24:10:hits@1: 0.0 INFO:Trainer:2024-05-19 14:24:10:hits@3: 0.0 INFO:Trainer:2024-05-19 14:24:10:hits@10: 0.001 INFO:Trainer:2024-05-19 14:24:10:mr_type: 7903.976 INFO:Trainer:2024-05-19 14:24:10:mrr_type: 0.003 INFO:Trainer:2024-05-19 14:24:10:hits@1_type: 0.001 INFO:Trainer:2024-05-19 14:24:10:hits@3_type: 0.002 INFO:Trainer:2024-05-19 14:24:10:hits@10_type: 0.004 wandb: - 0.014 MB of 0.014 MB uploaded DEBUG:connectionpool:2024-05-19 14:24:13:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None wandb: \ 0.014 MB of 0.030 MB uploaded wandb: | 0.018 MB of 0.030 MB uploaded wandb: / 0.026 MB of 0.030 MB uploaded wandb: - 0.026 MB of 0.030 MB uploaded wandb: \ 0.030 MB of 0.030 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–ˆโ– wandb: val/epoch โ–โ–…โ–ˆ wandb: val/hits@1 โ–โ–โ– wandb: val/hits@10 โ–โ–โ– wandb: val/hits@10_type โ–โ–โ– wandb: val/hits@1_type โ–โ–โ– wandb: val/hits@3 โ–โ–โ– wandb: val/hits@3_type โ–โ–โ– wandb: val/mr โ–โ–‡โ–ˆ wandb: val/mr_type โ–โ–ˆโ–ˆ wandb: val/mrr โ–โ–โ– wandb: val/mrr_type โ–โ–โ– wandb: wandb: Run summary: wandb: duration 261.80909 wandb: test/hits@1 0.0 wandb: test/hits@10 0.001 wandb: test/hits@10_type 0.004 wandb: test/hits@1_type 0.001 wandb: test/hits@3 0.0 wandb: test/hits@3_type 0.002 wandb: test/mr 20578.117 wandb: test/mr_type 7903.976 wandb: test/mrr 0.0 wandb: test/mrr_type 0.003 wandb: train/epoch 200 wandb: train/train_loss 29.11187 wandb: val/epoch 299 wandb: val/hits@1 0.0 wandb: val/hits@10 0.0 wandb: val/hits@10_type 0.005 wandb: val/hits@1_type 0.0 wandb: val/hits@3 0.0 wandb: val/hits@3_type 0.001 wandb: val/mr 20599.72 wandb: val/mr_type 7880.353 wandb: val/mrr 0.0 wandb: val/mrr_type 0.003 wandb: wandb: ๐Ÿš€ View run valiant-sweep-3 at: https://wandb.ai/3555028709/pybind11-ke-sweeps/runs/eggc1zc1 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_141936-eggc1zc1/logs DEBUG:connectionpool:2024-05-19 14:24:17:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0