DEBUG:cmd:2024-11-05 17:36:33:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False)
DEBUG:cmd:2024-11-05 17:36:33:Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=None, shell=False, universal_newlines=False)
DEBUG:connectionpool:2024-11-05 17:36:34:Starting new HTTPS connection (1): api.wandb.ai:443
DEBUG:connectionpool:2024-11-05 17:36:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
DEBUG:connectionpool:2024-11-05 17:36:35:https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
wandb: Currently logged in as: 3555028709. Use `wandb login --relogin` to force relogin
DEBUG:cmd:2024-11-05 17:36:35:Popen(['git', 'cat-file', '--batch-check'], cwd=/home/luyanfeng/my_code/github/pybind11-OpenKE, stdin=<valid stream>, shell=False, universal_newlines=False)
wandb: Tracking run with wandb version 0.16.6
wandb: Run data is saved locally in /home/luyanfeng/my_code/github/pybind11-OpenKE/examples/TransE/wandb/run-20240511_173635-ezeyia31
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run TransE-WN18RR
wandb: ⭐️ View project at https://wandb.ai/3555028709/pybind11-ke
wandb: 🚀 View run at https://wandb.ai/3555028709/pybind11-ke/runs/ezeyia31
INFO:Trainer:2024-11-05 17:36:44:[cuda:1] Initialization completed, start model training.
INFO:Trainer:2024-11-05 17:38:52:[cuda:1] Epoch 100 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<20:54,  2.42it/s]
  0%|          | 3/3034 [00:00<07:19,  6.90it/s]
  1%|          | 18/3034 [00:00<01:07, 44.87it/s]
  1%|          | 37/3034 [00:00<00:35, 83.81it/s]
  2%|▏         | 57/3034 [00:00<00:25, 115.93it/s]
  3%|▎         | 77/3034 [00:00<00:21, 138.65it/s]
  3%|▎         | 97/3034 [00:01<00:19, 153.84it/s]
  4%|▍         | 116/3034 [00:01<00:17, 164.23it/s]
  4%|▍         | 136/3034 [00:01<00:16, 173.22it/s]
  5%|▌         | 155/3034 [00:01<00:16, 177.78it/s]
  6%|▌         | 174/3034 [00:01<00:15, 179.36it/s]
  6%|▋         | 193/3034 [00:01<00:15, 181.40it/s]
  7%|▋         | 212/3034 [00:01<00:15, 183.22it/s]
  8%|▊         | 231/3034 [00:01<00:15, 184.16it/s]
  8%|▊         | 251/3034 [00:01<00:14, 187.03it/s]
  9%|▉         | 270/3034 [00:01<00:14, 187.79it/s]
 10%|▉         | 291/3034 [00:02<00:14, 191.79it/s]
 10%|█         | 312/3034 [00:02<00:13, 196.09it/s]
 11%|█         | 333/3034 [00:02<00:13, 198.65it/s]
 12%|█▏        | 354/3034 [00:02<00:13, 201.26it/s]
 12%|█▏        | 375/3034 [00:02<00:13, 198.30it/s]
 13%|█▎        | 395/3034 [00:02<00:13, 196.63it/s]
 14%|█▎        | 415/3034 [00:02<00:13, 194.11it/s]
 14%|█▍        | 435/3034 [00:02<00:13, 192.81it/s]
 15%|█▌        | 456/3034 [00:02<00:13, 197.29it/s]
 16%|█▌        | 477/3034 [00:02<00:12, 200.26it/s]
 16%|█▋        | 498/3034 [00:03<00:12, 202.41it/s]
 17%|█▋        | 519/3034 [00:03<00:12, 204.09it/s]
 18%|█▊        | 540/3034 [00:03<00:12, 200.25it/s]
 18%|█▊        | 561/3034 [00:03<00:12, 198.31it/s]
 19%|█▉        | 581/3034 [00:03<00:12, 196.09it/s]
 20%|█▉        | 601/3034 [00:03<00:12, 196.51it/s]
 20%|██        | 621/3034 [00:03<00:12, 197.40it/s]
 21%|██        | 641/3034 [00:03<00:12, 196.37it/s]
 22%|██▏       | 661/3034 [00:03<00:12, 197.01it/s]
 22%|██▏       | 681/3034 [00:04<00:12, 195.93it/s]
 23%|██▎       | 701/3034 [00:04<00:11, 194.63it/s]
 24%|██▍       | 721/3034 [00:04<00:11, 192.82it/s]
 24%|██▍       | 741/3034 [00:04<00:11, 192.34it/s]
 25%|██▌       | 761/3034 [00:04<00:11, 191.15it/s]
 26%|██▌       | 781/3034 [00:04<00:11, 191.02it/s]
 26%|██▋       | 801/3034 [00:04<00:11, 190.15it/s]
 27%|██▋       | 821/3034 [00:04<00:11, 190.11it/s]
 28%|██▊       | 841/3034 [00:04<00:11, 190.19it/s]
 28%|██▊       | 861/3034 [00:04<00:11, 189.65it/s]
 29%|██▉       | 880/3034 [00:05<00:11, 188.01it/s]
 30%|██▉       | 899/3034 [00:05<00:11, 188.49it/s]
 30%|███       | 919/3034 [00:05<00:11, 191.28it/s]
 31%|███       | 941/3034 [00:05<00:10, 197.74it/s]
 32%|███▏      | 964/3034 [00:05<00:10, 205.49it/s]
 33%|███▎      | 987/3034 [00:05<00:09, 211.97it/s]
 33%|███▎      | 1011/3034 [00:05<00:09, 217.96it/s]
 34%|███▍      | 1035/3034 [00:05<00:08, 222.54it/s]
 35%|███▍      | 1059/3034 [00:05<00:08, 225.21it/s]
 36%|███▌      | 1083/3034 [00:05<00:08, 226.89it/s]
 36%|███▋      | 1107/3034 [00:06<00:08, 229.62it/s]
 37%|███▋      | 1132/3034 [00:06<00:08, 235.25it/s]
 38%|███▊      | 1156/3034 [00:06<00:08, 234.05it/s]
 39%|███▉      | 1180/3034 [00:06<00:07, 234.33it/s]
 40%|███▉      | 1204/3034 [00:06<00:07, 234.00it/s]
 40%|████      | 1228/3034 [00:06<00:07, 229.39it/s]
 41%|████      | 1251/3034 [00:06<00:07, 224.16it/s]
 42%|████▏     | 1274/3034 [00:06<00:07, 223.96it/s]
 43%|████▎     | 1297/3034 [00:06<00:07, 219.29it/s]
 43%|████▎     | 1319/3034 [00:07<00:08, 213.72it/s]
 44%|████▍     | 1341/3034 [00:07<00:07, 212.40it/s]
 45%|████▍     | 1363/3034 [00:07<00:07, 212.40it/s]
 46%|████▌     | 1385/3034 [00:07<00:08, 205.91it/s]
 46%|████▋     | 1406/3034 [00:07<00:08, 201.00it/s]
 47%|████▋     | 1427/3034 [00:07<00:07, 201.92it/s]
 48%|████▊     | 1448/3034 [00:07<00:07, 199.20it/s]
 48%|████▊     | 1468/3034 [00:07<00:07, 199.30it/s]
 49%|████▉     | 1488/3034 [00:07<00:07, 198.10it/s]
 50%|████▉     | 1509/3034 [00:07<00:07, 200.25it/s]
 50%|█████     | 1530/3034 [00:08<00:07, 200.28it/s]
 51%|█████     | 1551/3034 [00:08<00:07, 197.75it/s]
 52%|█████▏    | 1571/3034 [00:08<00:07, 194.79it/s]
 52%|█████▏    | 1591/3034 [00:08<00:07, 191.74it/s]
 53%|█████▎    | 1611/3034 [00:08<00:07, 191.18it/s]
 54%|█████▍    | 1631/3034 [00:08<00:07, 189.92it/s]
 54%|█████▍    | 1653/3034 [00:08<00:07, 196.86it/s]
 55%|█████▌    | 1675/3034 [00:08<00:06, 201.07it/s]
 56%|█████▌    | 1696/3034 [00:08<00:06, 203.06it/s]
 57%|█████▋    | 1718/3034 [00:09<00:06, 207.79it/s]
 57%|█████▋    | 1742/3034 [00:09<00:05, 215.44it/s]
 58%|█████▊    | 1765/3034 [00:09<00:05, 217.80it/s]
 59%|█████▉    | 1788/3034 [00:09<00:05, 220.97it/s]
 60%|█████▉    | 1811/3034 [00:09<00:05, 221.86it/s]
 60%|██████    | 1834/3034 [00:09<00:05, 223.05it/s]
 61%|██████    | 1857/3034 [00:09<00:05, 222.18it/s]
 62%|██████▏   | 1880/3034 [00:09<00:05, 223.27it/s]
 63%|██████▎   | 1905/3034 [00:09<00:04, 230.41it/s]
 64%|██████▎   | 1930/3034 [00:09<00:04, 235.04it/s]
 64%|██████▍   | 1954/3034 [00:10<00:04, 234.93it/s]
 65%|██████▌   | 1978/3034 [00:10<00:04, 235.46it/s]
 66%|██████▌   | 2003/3034 [00:10<00:04, 238.83it/s]
 67%|██████▋   | 2028/3034 [00:10<00:04, 241.94it/s]
 68%|██████▊   | 2054/3034 [00:10<00:04, 244.87it/s]
 69%|██████▊   | 2079/3034 [00:10<00:03, 244.62it/s]
 69%|██████▉   | 2104/3034 [00:10<00:03, 244.93it/s]
 70%|███████   | 2129/3034 [00:10<00:03, 243.41it/s]
 71%|███████   | 2154/3034 [00:10<00:03, 239.93it/s]
 72%|███████▏  | 2179/3034 [00:10<00:03, 237.64it/s]
 73%|███████▎  | 2203/3034 [00:11<00:03, 236.55it/s]
 73%|███████▎  | 2227/3034 [00:11<00:03, 233.90it/s]
 74%|███████▍  | 2251/3034 [00:11<00:03, 233.02it/s]
 75%|███████▍  | 2275/3034 [00:11<00:03, 232.07it/s]
 76%|███████▌  | 2299/3034 [00:11<00:03, 231.11it/s]
 77%|███████▋  | 2323/3034 [00:11<00:03, 228.68it/s]
 77%|███████▋  | 2347/3034 [00:11<00:02, 229.11it/s]
 78%|███████▊  | 2370/3034 [00:11<00:02, 229.26it/s]
 79%|███████▉  | 2393/3034 [00:11<00:02, 226.50it/s]
 80%|███████▉  | 2416/3034 [00:12<00:02, 224.31it/s]
 80%|████████  | 2439/3034 [00:12<00:02, 223.61it/s]
 81%|████████  | 2462/3034 [00:12<00:02, 218.85it/s]
 82%|████████▏ | 2484/3034 [00:12<00:02, 211.31it/s]
 83%|████████▎ | 2506/3034 [00:12<00:02, 206.24it/s]
 83%|████████▎ | 2527/3034 [00:12<00:02, 201.71it/s]
 84%|████████▍ | 2548/3034 [00:12<00:02, 198.89it/s]
 85%|████████▍ | 2568/3034 [00:12<00:02, 197.05it/s]
 85%|████████▌ | 2588/3034 [00:12<00:02, 195.99it/s]
 86%|████████▌ | 2608/3034 [00:13<00:02, 194.86it/s]
 87%|████████▋ | 2628/3034 [00:13<00:02, 193.34it/s]
 87%|████████▋ | 2648/3034 [00:13<00:01, 194.24it/s]
 88%|████████▊ | 2668/3034 [00:13<00:01, 194.69it/s]
 89%|████████▊ | 2688/3034 [00:13<00:01, 195.21it/s]
 89%|████████▉ | 2708/3034 [00:13<00:01, 195.42it/s]
 90%|████████▉ | 2728/3034 [00:13<00:01, 196.29it/s]
 91%|█████████ | 2748/3034 [00:13<00:01, 197.21it/s]
 91%|█████████ | 2768/3034 [00:13<00:01, 197.14it/s]
 92%|█████████▏| 2788/3034 [00:13<00:01, 197.13it/s]
 93%|█████████▎| 2808/3034 [00:14<00:01, 197.10it/s]
 93%|█████████▎| 2828/3034 [00:14<00:01, 197.35it/s]
 94%|█████████▍| 2848/3034 [00:14<00:00, 197.70it/s]
 95%|█████████▍| 2871/3034 [00:14<00:00, 205.53it/s]
 95%|█████████▌| 2894/3034 [00:14<00:00, 210.26it/s]
 96%|█████████▌| 2917/3034 [00:14<00:00, 215.62it/s]
 97%|█████████▋| 2940/3034 [00:14<00:00, 219.02it/s]
 98%|█████████▊| 2963/3034 [00:14<00:00, 221.00it/s]
 98%|█████████▊| 2986/3034 [00:14<00:00, 223.30it/s]
 99%|█████████▉| 3011/3034 [00:14<00:00, 230.42it/s]
100%|██████████| 3034/3034 [00:15<00:00, 200.94it/s]
INFO:Trainer:2024-11-05 17:39:08:mr: 8155.599
INFO:Trainer:2024-11-05 17:39:08:mrr: 0.104
INFO:Trainer:2024-11-05 17:39:08:hits@1: 0.032
INFO:Trainer:2024-11-05 17:39:08:hits@3: 0.15
INFO:Trainer:2024-11-05 17:39:08:hits@10: 0.246
INFO:Trainer:2024-11-05 17:39:08:mr_type: 5513.545
INFO:Trainer:2024-11-05 17:39:08:mrr_type: 0.106
INFO:Trainer:2024-11-05 17:39:08:hits@1_type: 0.032
INFO:Trainer:2024-11-05 17:39:08:hits@3_type: 0.153
INFO:Trainer:2024-11-05 17:39:08:hits@10_type: 0.248
INFO:EarlyStopping:2024-11-05 17:39:08:Validation score improved (-inf --> 0.246000).  Saving model ...
INFO:Trainer:2024-11-05 17:39:09:[cuda:1] Epoch 100 | Training checkpoint saved at ../../checkpoint/transe-100.pth
INFO:Trainer:2024-11-05 17:39:09:[cuda:1] Epoch [ 100/3000] | Batchsize: 2000 | loss: 12.246870 | 1.28444 seconds/epoch
INFO:Trainer:2024-11-05 17:41:16:[cuda:1] Epoch 200 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<16:06,  3.14it/s]
  1%|          | 16/3034 [00:00<01:02, 48.17it/s]
  1%|▏         | 39/3034 [00:00<00:29, 102.29it/s]
  2%|▏         | 61/3034 [00:00<00:21, 136.63it/s]
  3%|▎         | 84/3034 [00:00<00:18, 162.52it/s]
  3%|▎         | 106/3034 [00:00<00:16, 178.51it/s]
  4%|▍         | 128/3034 [00:00<00:15, 189.74it/s]
  5%|▍         | 150/3034 [00:01<00:14, 197.22it/s]
  6%|▌         | 171/3034 [00:01<00:14, 198.20it/s]
  6%|▋         | 192/3034 [00:01<00:14, 198.23it/s]
  7%|▋         | 215/3034 [00:01<00:13, 205.09it/s]
  8%|▊         | 238/3034 [00:01<00:13, 210.72it/s]
  9%|▊         | 261/3034 [00:01<00:12, 214.53it/s]
  9%|▉         | 284/3034 [00:01<00:12, 217.65it/s]
 10%|█         | 307/3034 [00:01<00:12, 218.85it/s]
 11%|█         | 329/3034 [00:01<00:12, 218.98it/s]
 12%|█▏        | 352/3034 [00:01<00:12, 219.92it/s]
 12%|█▏        | 375/3034 [00:02<00:12, 220.36it/s]
 13%|█▎        | 398/3034 [00:02<00:11, 220.06it/s]
 14%|█▍        | 421/3034 [00:02<00:11, 222.59it/s]
 15%|█▍        | 444/3034 [00:02<00:11, 223.65it/s]
 15%|█▌        | 467/3034 [00:02<00:11, 223.68it/s]
 16%|█▌        | 490/3034 [00:02<00:11, 224.21it/s]
 17%|█▋        | 513/3034 [00:02<00:11, 224.27it/s]
 18%|█▊        | 536/3034 [00:02<00:11, 225.37it/s]
 18%|█▊        | 559/3034 [00:02<00:10, 225.03it/s]
 19%|█▉        | 582/3034 [00:02<00:10, 225.64it/s]
 20%|█▉        | 605/3034 [00:03<00:10, 226.27it/s]
 21%|██        | 628/3034 [00:03<00:10, 226.73it/s]
 21%|██▏       | 651/3034 [00:03<00:10, 224.78it/s]
 22%|██▏       | 675/3034 [00:03<00:10, 227.72it/s]
 23%|██▎       | 699/3034 [00:03<00:10, 230.14it/s]
 24%|██▍       | 723/3034 [00:03<00:09, 231.87it/s]
 25%|██▍       | 747/3034 [00:03<00:09, 232.43it/s]
 25%|██▌       | 771/3034 [00:03<00:09, 230.21it/s]
 26%|██▌       | 795/3034 [00:03<00:09, 229.45it/s]
 27%|██▋       | 818/3034 [00:04<00:09, 227.71it/s]
 28%|██▊       | 841/3034 [00:04<00:09, 227.06it/s]
 28%|██▊       | 864/3034 [00:04<00:09, 225.69it/s]
 29%|██▉       | 887/3034 [00:04<00:09, 225.66it/s]
 30%|██▉       | 910/3034 [00:04<00:09, 225.10it/s]
 31%|███       | 933/3034 [00:04<00:09, 223.88it/s]
 32%|███▏      | 956/3034 [00:04<00:09, 222.45it/s]
 32%|███▏      | 979/3034 [00:04<00:09, 220.48it/s]
 33%|███▎      | 1002/3034 [00:04<00:09, 221.26it/s]
 34%|███▍      | 1025/3034 [00:04<00:09, 220.44it/s]
 35%|███▍      | 1048/3034 [00:05<00:08, 220.84it/s]
 35%|███▌      | 1071/3034 [00:05<00:09, 206.72it/s]
 36%|███▌      | 1092/3034 [00:05<00:09, 197.47it/s]
 37%|███▋      | 1112/3034 [00:05<00:09, 197.06it/s]
 37%|███▋      | 1132/3034 [00:05<00:09, 196.05it/s]
 38%|███▊      | 1152/3034 [00:05<00:09, 196.62it/s]
 39%|███▊      | 1173/3034 [00:05<00:09, 198.33it/s]
 39%|███▉      | 1196/3034 [00:05<00:08, 205.10it/s]
 40%|████      | 1218/3034 [00:05<00:08, 208.95it/s]
 41%|████      | 1241/3034 [00:06<00:08, 213.21it/s]
 42%|████▏     | 1265/3034 [00:06<00:08, 219.62it/s]
 43%|████▎     | 1291/3034 [00:06<00:07, 229.52it/s]
 43%|████▎     | 1316/3034 [00:06<00:07, 233.67it/s]
 44%|████▍     | 1342/3034 [00:06<00:07, 238.35it/s]
 45%|████▌     | 1368/3034 [00:06<00:06, 244.58it/s]
 46%|████▌     | 1393/3034 [00:06<00:06, 243.67it/s]
 47%|████▋     | 1418/3034 [00:06<00:06, 245.23it/s]
 48%|████▊     | 1443/3034 [00:06<00:06, 243.96it/s]
 48%|████▊     | 1468/3034 [00:06<00:06, 244.17it/s]
 49%|████▉     | 1493/3034 [00:07<00:06, 243.39it/s]
 50%|█████     | 1518/3034 [00:07<00:06, 242.15it/s]
 51%|█████     | 1543/3034 [00:07<00:06, 241.41it/s]
 52%|█████▏    | 1568/3034 [00:07<00:06, 241.65it/s]
 53%|█████▎    | 1593/3034 [00:07<00:06, 239.38it/s]
 53%|█████▎    | 1617/3034 [00:07<00:05, 236.43it/s]
 54%|█████▍    | 1641/3034 [00:07<00:05, 234.94it/s]
 55%|█████▍    | 1665/3034 [00:07<00:05, 232.64it/s]
 56%|█████▌    | 1689/3034 [00:07<00:05, 233.35it/s]
 56%|█████▋    | 1713/3034 [00:07<00:05, 231.31it/s]
 57%|█████▋    | 1737/3034 [00:08<00:05, 231.91it/s]
 58%|█████▊    | 1761/3034 [00:08<00:05, 229.60it/s]
 59%|█████▉    | 1785/3034 [00:08<00:05, 229.79it/s]
 60%|█████▉    | 1808/3034 [00:08<00:05, 229.11it/s]
 60%|██████    | 1831/3034 [00:08<00:05, 226.62it/s]
 61%|██████    | 1854/3034 [00:08<00:05, 225.64it/s]
 62%|██████▏   | 1877/3034 [00:08<00:05, 224.38it/s]
 63%|██████▎   | 1900/3034 [00:08<00:05, 222.72it/s]
 63%|██████▎   | 1923/3034 [00:08<00:05, 220.95it/s]
 64%|██████▍   | 1946/3034 [00:09<00:04, 222.40it/s]
 65%|██████▍   | 1969/3034 [00:09<00:04, 221.60it/s]
 66%|██████▌   | 1992/3034 [00:09<00:04, 221.95it/s]
 66%|██████▋   | 2015/3034 [00:09<00:04, 223.76it/s]
 67%|██████▋   | 2038/3034 [00:09<00:04, 225.41it/s]
 68%|██████▊   | 2061/3034 [00:09<00:04, 226.22it/s]
 69%|██████▊   | 2085/3034 [00:09<00:04, 228.52it/s]
 70%|██████▉   | 2109/3034 [00:09<00:04, 228.74it/s]
 70%|███████   | 2132/3034 [00:09<00:03, 226.95it/s]
 71%|███████   | 2155/3034 [00:09<00:03, 219.87it/s]
 72%|███████▏  | 2178/3034 [00:10<00:03, 214.18it/s]
 73%|███████▎  | 2200/3034 [00:10<00:04, 207.68it/s]
 73%|███████▎  | 2221/3034 [00:10<00:04, 202.17it/s]
 74%|███████▍  | 2242/3034 [00:10<00:03, 198.28it/s]
 75%|███████▍  | 2262/3034 [00:10<00:03, 195.35it/s]
 75%|███████▌  | 2282/3034 [00:10<00:03, 194.72it/s]
 76%|███████▌  | 2302/3034 [00:10<00:03, 194.85it/s]
 77%|███████▋  | 2322/3034 [00:10<00:03, 194.88it/s]
 77%|███████▋  | 2342/3034 [00:10<00:03, 194.61it/s]
 78%|███████▊  | 2362/3034 [00:11<00:03, 193.06it/s]
 79%|███████▊  | 2382/3034 [00:11<00:03, 194.62it/s]
 79%|███████▉  | 2403/3034 [00:11<00:03, 196.35it/s]
 80%|███████▉  | 2424/3034 [00:11<00:03, 197.44it/s]
 81%|████████  | 2445/3034 [00:11<00:02, 197.97it/s]
 81%|████████▏ | 2466/3034 [00:11<00:02, 198.84it/s]
 82%|████████▏ | 2487/3034 [00:11<00:02, 200.01it/s]
 83%|████████▎ | 2508/3034 [00:11<00:02, 199.53it/s]
 83%|████████▎ | 2528/3034 [00:11<00:02, 197.93it/s]
 84%|████████▍ | 2548/3034 [00:11<00:02, 197.73it/s]
 85%|████████▍ | 2568/3034 [00:12<00:02, 197.28it/s]
 85%|████████▌ | 2589/3034 [00:12<00:02, 198.40it/s]
 86%|████████▌ | 2611/3034 [00:12<00:02, 203.78it/s]
 87%|████████▋ | 2635/3034 [00:12<00:01, 212.70it/s]
 88%|████████▊ | 2658/3034 [00:12<00:01, 216.89it/s]
 88%|████████▊ | 2682/3034 [00:12<00:01, 221.80it/s]
 89%|████████▉ | 2707/3034 [00:12<00:01, 229.00it/s]
 90%|█████████ | 2733/3034 [00:12<00:01, 236.45it/s]
 91%|█████████ | 2759/3034 [00:12<00:01, 242.37it/s]
 92%|█████████▏| 2784/3034 [00:12<00:01, 241.63it/s]
 93%|█████████▎| 2809/3034 [00:13<00:00, 239.43it/s]
 93%|█████████▎| 2833/3034 [00:13<00:00, 235.61it/s]
 94%|█████████▍| 2857/3034 [00:13<00:00, 233.93it/s]
 95%|█████████▍| 2881/3034 [00:13<00:00, 235.10it/s]
 96%|█████████▌| 2905/3034 [00:13<00:00, 234.47it/s]
 97%|█████████▋| 2931/3034 [00:13<00:00, 239.15it/s]
 97%|█████████▋| 2955/3034 [00:13<00:00, 237.71it/s]
 98%|█████████▊| 2979/3034 [00:13<00:00, 238.08it/s]
 99%|█████████▉| 3003/3034 [00:13<00:00, 234.74it/s]
100%|██████████| 3034/3034 [00:14<00:00, 215.04it/s]
INFO:Trainer:2024-11-05 17:41:30:mr: 4799.08
INFO:Trainer:2024-11-05 17:41:30:mrr: 0.209
INFO:Trainer:2024-11-05 17:41:30:hits@1: 0.029
INFO:Trainer:2024-11-05 17:41:30:hits@3: 0.364
INFO:Trainer:2024-11-05 17:41:30:hits@10: 0.494
INFO:Trainer:2024-11-05 17:41:30:mr_type: 3247.706
INFO:Trainer:2024-11-05 17:41:30:mrr_type: 0.236
INFO:Trainer:2024-11-05 17:41:30:hits@1_type: 0.06
INFO:Trainer:2024-11-05 17:41:30:hits@3_type: 0.393
INFO:Trainer:2024-11-05 17:41:30:hits@10_type: 0.504
INFO:EarlyStopping:2024-11-05 17:41:30:Validation score improved (0.246000 --> 0.494000).  Saving model ...
INFO:Trainer:2024-11-05 17:41:32:[cuda:1] Epoch 200 | Training checkpoint saved at ../../checkpoint/transe-200.pth
INFO:Trainer:2024-11-05 17:41:32:[cuda:1] Epoch [ 200/3000] | Batchsize: 2000 | loss:  4.043614 | 1.35849 seconds/epoch
INFO:Trainer:2024-11-05 17:43:40:[cuda:1] Epoch 300 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<17:22,  2.91it/s]
  0%|          | 15/3034 [00:00<01:10, 42.92it/s]
  1%|▏         | 41/3034 [00:00<00:28, 106.26it/s]
  2%|▏         | 67/3034 [00:00<00:19, 150.20it/s]
  3%|▎         | 92/3034 [00:00<00:16, 179.18it/s]
  4%|▍         | 117/3034 [00:00<00:14, 199.73it/s]
  5%|▍         | 142/3034 [00:00<00:13, 214.40it/s]
  6%|▌         | 167/3034 [00:01<00:12, 223.10it/s]
  6%|▋         | 193/3034 [00:01<00:12, 231.51it/s]
  7%|▋         | 218/3034 [00:01<00:11, 236.93it/s]
  8%|▊         | 244/3034 [00:01<00:11, 241.62it/s]
  9%|▉         | 270/3034 [00:01<00:11, 245.51it/s]
 10%|▉         | 295/3034 [00:01<00:11, 245.40it/s]
 11%|█         | 320/3034 [00:01<00:11, 246.59it/s]
 11%|█▏        | 345/3034 [00:01<00:10, 247.40it/s]
 12%|█▏        | 370/3034 [00:01<00:10, 248.04it/s]
 13%|█▎        | 395/3034 [00:01<00:10, 248.22it/s]
 14%|█▍        | 420/3034 [00:02<00:10, 247.64it/s]
 15%|█▍        | 445/3034 [00:02<00:10, 245.48it/s]
 15%|█▌        | 470/3034 [00:02<00:10, 240.85it/s]
 16%|█▋        | 495/3034 [00:02<00:10, 237.63it/s]
 17%|█▋        | 519/3034 [00:02<00:10, 235.40it/s]
 18%|█▊        | 543/3034 [00:02<00:10, 231.27it/s]
 19%|█▊        | 567/3034 [00:02<00:10, 228.19it/s]
 19%|█▉        | 590/3034 [00:02<00:10, 227.49it/s]
 20%|██        | 613/3034 [00:02<00:10, 225.69it/s]
 21%|██        | 637/3034 [00:03<00:10, 227.42it/s]
 22%|██▏       | 662/3034 [00:03<00:10, 233.82it/s]
 23%|██▎       | 686/3034 [00:03<00:10, 234.14it/s]
 23%|██▎       | 710/3034 [00:03<00:09, 235.32it/s]
 24%|██▍       | 735/3034 [00:03<00:09, 238.71it/s]
 25%|██▌       | 760/3034 [00:03<00:09, 241.48it/s]
 26%|██▌       | 786/3034 [00:03<00:09, 244.64it/s]
 27%|██▋       | 811/3034 [00:03<00:09, 245.59it/s]
 28%|██▊       | 836/3034 [00:03<00:08, 246.00it/s]
 28%|██▊       | 861/3034 [00:03<00:09, 240.44it/s]
 29%|██▉       | 886/3034 [00:04<00:09, 232.91it/s]
 30%|██▉       | 910/3034 [00:04<00:09, 228.13it/s]
 31%|███       | 933/3034 [00:04<00:09, 222.64it/s]
 32%|███▏      | 956/3034 [00:04<00:09, 221.28it/s]
 32%|███▏      | 979/3034 [00:04<00:09, 221.57it/s]
 33%|███▎      | 1002/3034 [00:04<00:09, 223.01it/s]
 34%|███▍      | 1025/3034 [00:04<00:09, 222.14it/s]
 35%|███▍      | 1048/3034 [00:04<00:08, 222.05it/s]
 35%|███▌      | 1071/3034 [00:04<00:08, 221.94it/s]
 36%|███▌      | 1094/3034 [00:05<00:08, 220.76it/s]
 37%|███▋      | 1117/3034 [00:05<00:08, 220.57it/s]
 38%|███▊      | 1140/3034 [00:05<00:08, 222.15it/s]
 38%|███▊      | 1163/3034 [00:05<00:08, 224.39it/s]
 39%|███▉      | 1186/3034 [00:05<00:08, 225.77it/s]
 40%|███▉      | 1209/3034 [00:05<00:08, 224.81it/s]
 41%|████      | 1232/3034 [00:05<00:07, 225.40it/s]
 41%|████▏     | 1255/3034 [00:05<00:07, 225.48it/s]
 42%|████▏     | 1279/3034 [00:05<00:07, 226.91it/s]
 43%|████▎     | 1302/3034 [00:05<00:07, 227.77it/s]
 44%|████▎     | 1325/3034 [00:06<00:07, 228.41it/s]
 44%|████▍     | 1348/3034 [00:06<00:07, 227.85it/s]
 45%|████▌     | 1371/3034 [00:06<00:07, 227.89it/s]
 46%|████▌     | 1394/3034 [00:06<00:07, 228.25it/s]
 47%|████▋     | 1417/3034 [00:06<00:07, 227.50it/s]
 47%|████▋     | 1440/3034 [00:06<00:07, 222.89it/s]
 48%|████▊     | 1463/3034 [00:06<00:07, 221.68it/s]
 49%|████▉     | 1486/3034 [00:06<00:06, 221.81it/s]
 50%|████▉     | 1510/3034 [00:06<00:06, 225.19it/s]
 51%|█████     | 1535/3034 [00:06<00:06, 230.89it/s]
 51%|█████▏    | 1560/3034 [00:07<00:06, 236.29it/s]
 52%|█████▏    | 1585/3034 [00:07<00:06, 239.98it/s]
 53%|█████▎    | 1610/3034 [00:07<00:05, 242.80it/s]
 54%|█████▍    | 1635/3034 [00:07<00:05, 243.48it/s]
 55%|█████▍    | 1661/3034 [00:07<00:05, 245.65it/s]
 56%|█████▌    | 1686/3034 [00:07<00:05, 245.63it/s]
 56%|█████▋    | 1712/3034 [00:07<00:05, 247.69it/s]
 57%|█████▋    | 1737/3034 [00:07<00:05, 244.38it/s]
 58%|█████▊    | 1762/3034 [00:07<00:05, 239.47it/s]
 59%|█████▉    | 1786/3034 [00:07<00:05, 234.47it/s]
 60%|█████▉    | 1810/3034 [00:08<00:05, 230.44it/s]
 60%|██████    | 1834/3034 [00:08<00:05, 227.11it/s]
 61%|██████    | 1858/3034 [00:08<00:05, 228.49it/s]
 62%|██████▏   | 1882/3034 [00:08<00:04, 231.70it/s]
 63%|██████▎   | 1907/3034 [00:08<00:04, 235.62it/s]
 64%|██████▎   | 1932/3034 [00:08<00:04, 238.18it/s]
 65%|██████▍   | 1957/3034 [00:08<00:04, 240.66it/s]
 65%|██████▌   | 1982/3034 [00:08<00:04, 242.34it/s]
 66%|██████▌   | 2007/3034 [00:08<00:04, 243.35it/s]
 67%|██████▋   | 2032/3034 [00:09<00:04, 243.77it/s]
 68%|██████▊   | 2058/3034 [00:09<00:03, 245.91it/s]
 69%|██████▊   | 2083/3034 [00:09<00:03, 246.87it/s]
 69%|██████▉   | 2108/3034 [00:09<00:03, 239.17it/s]
 70%|███████   | 2132/3034 [00:09<00:03, 232.44it/s]
 71%|███████   | 2156/3034 [00:09<00:03, 229.29it/s]
 72%|███████▏  | 2179/3034 [00:09<00:03, 225.73it/s]
 73%|███████▎  | 2202/3034 [00:09<00:03, 224.23it/s]
 73%|███████▎  | 2225/3034 [00:09<00:03, 222.45it/s]
 74%|███████▍  | 2248/3034 [00:09<00:03, 223.08it/s]
 75%|███████▍  | 2271/3034 [00:10<00:03, 222.92it/s]
 76%|███████▌  | 2294/3034 [00:10<00:03, 223.59it/s]
 76%|███████▋  | 2317/3034 [00:10<00:03, 223.30it/s]
 77%|███████▋  | 2340/3034 [00:10<00:03, 222.86it/s]
 78%|███████▊  | 2363/3034 [00:10<00:02, 224.46it/s]
 79%|███████▊  | 2386/3034 [00:10<00:02, 225.80it/s]
 79%|███████▉  | 2409/3034 [00:10<00:02, 225.83it/s]
 80%|████████  | 2432/3034 [00:10<00:02, 226.78it/s]
 81%|████████  | 2455/3034 [00:10<00:02, 226.41it/s]
 82%|████████▏ | 2478/3034 [00:10<00:02, 225.94it/s]
 82%|████████▏ | 2501/3034 [00:11<00:02, 225.52it/s]
 83%|████████▎ | 2524/3034 [00:11<00:02, 225.63it/s]
 84%|████████▍ | 2547/3034 [00:11<00:02, 225.44it/s]
 85%|████████▍ | 2570/3034 [00:11<00:02, 225.07it/s]
 85%|████████▌ | 2593/3034 [00:11<00:01, 224.70it/s]
 86%|████████▌ | 2616/3034 [00:11<00:01, 223.37it/s]
 87%|████████▋ | 2639/3034 [00:11<00:01, 223.72it/s]
 88%|████████▊ | 2664/3034 [00:11<00:01, 229.76it/s]
 89%|████████▊ | 2687/3034 [00:11<00:01, 229.02it/s]
 89%|████████▉ | 2710/3034 [00:12<00:01, 228.70it/s]
 90%|█████████ | 2734/3034 [00:12<00:01, 229.88it/s]
 91%|█████████ | 2758/3034 [00:12<00:01, 231.32it/s]
 92%|█████████▏| 2782/3034 [00:12<00:01, 232.86it/s]
 93%|█████████▎| 2807/3034 [00:12<00:00, 235.24it/s]
 93%|█████████▎| 2832/3034 [00:12<00:00, 237.32it/s]
 94%|█████████▍| 2857/3034 [00:12<00:00, 239.49it/s]
 95%|█████████▍| 2882/3034 [00:12<00:00, 240.82it/s]
 96%|█████████▌| 2907/3034 [00:12<00:00, 240.67it/s]
 97%|█████████▋| 2932/3034 [00:12<00:00, 234.67it/s]
 97%|█████████▋| 2956/3034 [00:13<00:00, 229.15it/s]
 98%|█████████▊| 2979/3034 [00:13<00:00, 225.70it/s]
 99%|█████████▉| 3002/3034 [00:13<00:00, 221.05it/s]
100%|█████████▉| 3029/3034 [00:13<00:00, 234.91it/s]
100%|██████████| 3034/3034 [00:13<00:00, 225.00it/s]
INFO:Trainer:2024-11-05 17:43:54:mr: 3966.067
INFO:Trainer:2024-11-05 17:43:54:mrr: 0.224
INFO:Trainer:2024-11-05 17:43:54:hits@1: 0.022
INFO:Trainer:2024-11-05 17:43:54:hits@3: 0.404
INFO:Trainer:2024-11-05 17:43:54:hits@10: 0.512
INFO:Trainer:2024-11-05 17:43:54:mr_type: 2679.397
INFO:Trainer:2024-11-05 17:43:54:mrr_type: 0.263
INFO:Trainer:2024-11-05 17:43:54:hits@1_type: 0.061
INFO:Trainer:2024-11-05 17:43:54:hits@3_type: 0.446
INFO:Trainer:2024-11-05 17:43:54:hits@10_type: 0.54
INFO:EarlyStopping:2024-11-05 17:43:54:Validation score improved (0.494000 --> 0.512000).  Saving model ...
INFO:Trainer:2024-11-05 17:43:56:[cuda:1] Epoch 300 | Training checkpoint saved at ../../checkpoint/transe-300.pth
INFO:Trainer:2024-11-05 17:43:56:[cuda:1] Epoch [ 300/3000] | Batchsize: 2000 | loss:  2.664498 | 1.38735 seconds/epoch
INFO:Trainer:2024-11-05 17:46:04:[cuda:1] Epoch 400 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<17:56,  2.82it/s]
  0%|          | 10/3034 [00:00<01:48, 27.79it/s]
  1%|          | 30/3034 [00:00<00:38, 77.39it/s]
  2%|▏         | 50/3034 [00:00<00:26, 111.57it/s]
  2%|▏         | 69/3034 [00:00<00:22, 133.51it/s]
  3%|▎         | 88/3034 [00:00<00:19, 148.95it/s]
  4%|▎         | 107/3034 [00:00<00:18, 159.80it/s]
  4%|▍         | 126/3034 [00:01<00:17, 167.47it/s]
  5%|▍         | 145/3034 [00:01<00:16, 173.22it/s]
  5%|▌         | 165/3034 [00:01<00:16, 178.23it/s]
  6%|▌         | 185/3034 [00:01<00:15, 183.32it/s]
  7%|▋         | 209/3034 [00:01<00:14, 197.91it/s]
  8%|▊         | 232/3034 [00:01<00:13, 207.10it/s]
  8%|▊         | 256/3034 [00:01<00:12, 213.81it/s]
  9%|▉         | 278/3034 [00:01<00:12, 212.18it/s]
 10%|▉         | 300/3034 [00:01<00:12, 210.97it/s]
 11%|█         | 322/3034 [00:02<00:12, 211.04it/s]
 11%|█▏        | 344/3034 [00:02<00:12, 209.83it/s]
 12%|█▏        | 366/3034 [00:02<00:13, 203.87it/s]
 13%|█▎        | 387/3034 [00:02<00:13, 199.73it/s]
 13%|█▎        | 408/3034 [00:02<00:13, 196.57it/s]
 14%|█▍        | 428/3034 [00:02<00:13, 195.84it/s]
 15%|█▍        | 448/3034 [00:02<00:13, 194.63it/s]
 15%|█▌        | 468/3034 [00:02<00:13, 193.64it/s]
 16%|█▌        | 488/3034 [00:02<00:13, 190.74it/s]
 17%|█▋        | 508/3034 [00:02<00:13, 188.90it/s]
 17%|█▋        | 527/3034 [00:03<00:13, 187.88it/s]
 18%|█▊        | 546/3034 [00:03<00:13, 187.04it/s]
 19%|█▊        | 565/3034 [00:03<00:13, 186.38it/s]
 19%|█▉        | 584/3034 [00:03<00:13, 186.27it/s]
 20%|█▉        | 603/3034 [00:03<00:13, 184.93it/s]
 21%|██        | 622/3034 [00:03<00:13, 184.10it/s]
 21%|██        | 641/3034 [00:03<00:12, 185.11it/s]
 22%|██▏       | 661/3034 [00:03<00:12, 187.51it/s]
 22%|██▏       | 680/3034 [00:03<00:12, 187.56it/s]
 23%|██▎       | 699/3034 [00:04<00:12, 187.59it/s]
 24%|██▎       | 718/3034 [00:04<00:12, 187.28it/s]
 24%|██▍       | 737/3034 [00:04<00:12, 187.21it/s]
 25%|██▍       | 756/3034 [00:04<00:12, 186.68it/s]
 26%|██▌       | 775/3034 [00:04<00:12, 186.88it/s]
 26%|██▌       | 794/3034 [00:04<00:11, 186.76it/s]
 27%|██▋       | 813/3034 [00:04<00:11, 186.79it/s]
 27%|██▋       | 832/3034 [00:04<00:11, 186.97it/s]
 28%|██▊       | 851/3034 [00:04<00:11, 186.16it/s]
 29%|██▊       | 870/3034 [00:04<00:11, 186.18it/s]
 29%|██▉       | 889/3034 [00:05<00:11, 185.51it/s]
 30%|██▉       | 908/3034 [00:05<00:11, 185.38it/s]
 31%|███       | 927/3034 [00:05<00:11, 181.99it/s]
 31%|███       | 946/3034 [00:05<00:12, 172.88it/s]
 32%|███▏      | 964/3034 [00:05<00:12, 169.59it/s]
 32%|███▏      | 983/3034 [00:05<00:11, 173.26it/s]
 33%|███▎      | 1002/3034 [00:05<00:11, 176.16it/s]
 34%|███▎      | 1021/3034 [00:05<00:11, 179.44it/s]
 34%|███▍      | 1039/3034 [00:05<00:11, 179.39it/s]
 35%|███▍      | 1059/3034 [00:05<00:10, 183.11it/s]
 36%|███▌      | 1080/3034 [00:06<00:10, 189.40it/s]
 36%|███▋      | 1101/3034 [00:06<00:09, 194.40it/s]
 37%|███▋      | 1122/3034 [00:06<00:09, 196.03it/s]
 38%|███▊      | 1142/3034 [00:06<00:09, 195.21it/s]
 38%|███▊      | 1162/3034 [00:06<00:09, 194.68it/s]
 39%|███▉      | 1183/3034 [00:06<00:09, 196.87it/s]
 40%|███▉      | 1204/3034 [00:06<00:09, 199.88it/s]
 40%|████      | 1226/3034 [00:06<00:08, 204.49it/s]
 41%|████      | 1248/3034 [00:06<00:08, 205.54it/s]
 42%|████▏     | 1270/3034 [00:07<00:08, 207.84it/s]
 43%|████▎     | 1294/3034 [00:07<00:08, 215.50it/s]
 43%|████▎     | 1316/3034 [00:07<00:07, 216.71it/s]
 44%|████▍     | 1338/3034 [00:07<00:07, 217.05it/s]
 45%|████▍     | 1361/3034 [00:07<00:07, 218.29it/s]
 46%|████▌     | 1384/3034 [00:07<00:07, 220.53it/s]
 46%|████▋     | 1407/3034 [00:07<00:07, 221.10it/s]
 47%|████▋     | 1430/3034 [00:07<00:07, 221.52it/s]
 48%|████▊     | 1453/3034 [00:07<00:07, 216.21it/s]
 49%|████▊     | 1476/3034 [00:07<00:07, 217.68it/s]
 49%|████▉     | 1498/3034 [00:08<00:07, 216.72it/s]
 50%|█████     | 1521/3034 [00:08<00:06, 218.77it/s]
 51%|█████     | 1544/3034 [00:08<00:06, 221.80it/s]
 52%|█████▏    | 1567/3034 [00:08<00:06, 221.47it/s]
 52%|█████▏    | 1590/3034 [00:08<00:06, 222.17it/s]
 53%|█████▎    | 1613/3034 [00:08<00:06, 222.50it/s]
 54%|█████▍    | 1636/3034 [00:08<00:06, 223.09it/s]
 55%|█████▍    | 1659/3034 [00:08<00:06, 220.36it/s]
 55%|█████▌    | 1682/3034 [00:08<00:06, 221.77it/s]
 56%|█████▌    | 1705/3034 [00:08<00:05, 223.08it/s]
 57%|█████▋    | 1728/3034 [00:09<00:05, 224.14it/s]
 58%|█████▊    | 1751/3034 [00:09<00:05, 223.65it/s]
 58%|█████▊    | 1774/3034 [00:09<00:06, 201.45it/s]
 59%|█████▉    | 1795/3034 [00:09<00:06, 192.73it/s]
 60%|█████▉    | 1815/3034 [00:09<00:06, 194.39it/s]
 60%|██████    | 1835/3034 [00:09<00:06, 194.13it/s]
 61%|██████    | 1855/3034 [00:09<00:06, 193.08it/s]
 62%|██████▏   | 1875/3034 [00:09<00:06, 192.64it/s]
 62%|██████▏   | 1895/3034 [00:09<00:05, 193.04it/s]
 63%|██████▎   | 1915/3034 [00:10<00:05, 194.19it/s]
 64%|██████▍   | 1935/3034 [00:10<00:05, 194.09it/s]
 64%|██████▍   | 1955/3034 [00:10<00:05, 193.82it/s]
 65%|██████▌   | 1975/3034 [00:10<00:05, 194.18it/s]
 66%|██████▌   | 1995/3034 [00:10<00:05, 194.39it/s]
 66%|██████▋   | 2015/3034 [00:10<00:05, 192.56it/s]
 67%|██████▋   | 2035/3034 [00:10<00:05, 194.47it/s]
 68%|██████▊   | 2055/3034 [00:10<00:05, 194.52it/s]
 68%|██████▊   | 2075/3034 [00:10<00:04, 193.56it/s]
 69%|██████▉   | 2095/3034 [00:10<00:04, 191.96it/s]
 70%|██████▉   | 2116/3034 [00:11<00:04, 196.54it/s]
 70%|███████   | 2138/3034 [00:11<00:04, 203.35it/s]
 71%|███████   | 2160/3034 [00:11<00:04, 207.61it/s]
 72%|███████▏  | 2181/3034 [00:11<00:04, 206.70it/s]
 73%|███████▎  | 2202/3034 [00:11<00:04, 203.15it/s]
 73%|███████▎  | 2223/3034 [00:11<00:04, 201.73it/s]
 74%|███████▍  | 2245/3034 [00:11<00:03, 206.59it/s]
 75%|███████▍  | 2267/3034 [00:11<00:03, 210.50it/s]
 75%|███████▌  | 2289/3034 [00:11<00:03, 212.23it/s]
 76%|███████▌  | 2311/3034 [00:12<00:03, 213.31it/s]
 77%|███████▋  | 2333/3034 [00:12<00:03, 215.00it/s]
 78%|███████▊  | 2355/3034 [00:12<00:03, 214.91it/s]
 78%|███████▊  | 2377/3034 [00:12<00:03, 214.18it/s]
 79%|███████▉  | 2399/3034 [00:12<00:03, 211.00it/s]
 80%|███████▉  | 2421/3034 [00:12<00:02, 212.89it/s]
 81%|████████  | 2443/3034 [00:12<00:02, 214.41it/s]
 81%|████████  | 2465/3034 [00:12<00:02, 215.74it/s]
 82%|████████▏ | 2487/3034 [00:12<00:02, 214.59it/s]
 83%|████████▎ | 2509/3034 [00:12<00:02, 214.43it/s]
 83%|████████▎ | 2532/3034 [00:13<00:02, 216.37it/s]
 84%|████████▍ | 2555/3034 [00:13<00:02, 218.98it/s]
 85%|████████▍ | 2577/3034 [00:13<00:02, 218.51it/s]
 86%|████████▌ | 2599/3034 [00:13<00:02, 216.70it/s]
 86%|████████▋ | 2621/3034 [00:13<00:01, 217.13it/s]
 87%|████████▋ | 2644/3034 [00:13<00:01, 217.69it/s]
 88%|████████▊ | 2667/3034 [00:13<00:01, 219.99it/s]
 89%|████████▊ | 2690/3034 [00:13<00:01, 219.97it/s]
 89%|████████▉ | 2712/3034 [00:13<00:01, 218.95it/s]
 90%|█████████ | 2735/3034 [00:13<00:01, 219.99it/s]
 91%|█████████ | 2757/3034 [00:14<00:01, 219.03it/s]
 92%|█████████▏| 2779/3034 [00:14<00:01, 217.84it/s]
 92%|█████████▏| 2801/3034 [00:14<00:01, 215.44it/s]
 93%|█████████▎| 2823/3034 [00:14<00:00, 214.56it/s]
 94%|█████████▍| 2846/3034 [00:14<00:00, 217.33it/s]
 95%|█████████▍| 2869/3034 [00:14<00:00, 219.54it/s]
 95%|█████████▌| 2892/3034 [00:14<00:00, 219.23it/s]
 96%|█████████▌| 2914/3034 [00:14<00:00, 219.17it/s]
 97%|█████████▋| 2936/3034 [00:14<00:00, 218.85it/s]
 97%|█████████▋| 2958/3034 [00:14<00:00, 218.90it/s]
 98%|█████████▊| 2980/3034 [00:15<00:00, 218.05it/s]
 99%|█████████▉| 3002/3034 [00:15<00:00, 218.16it/s]
100%|█████████▉| 3033/3034 [00:15<00:00, 245.38it/s]
100%|██████████| 3034/3034 [00:15<00:00, 197.07it/s]
INFO:Trainer:2024-11-05 17:46:19:mr: 3723.354
INFO:Trainer:2024-11-05 17:46:19:mrr: 0.225
INFO:Trainer:2024-11-05 17:46:19:hits@1: 0.018
INFO:Trainer:2024-11-05 17:46:19:hits@3: 0.409
INFO:Trainer:2024-11-05 17:46:19:hits@10: 0.519
INFO:Trainer:2024-11-05 17:46:19:mr_type: 2492.582
INFO:Trainer:2024-11-05 17:46:19:mrr_type: 0.269
INFO:Trainer:2024-11-05 17:46:19:hits@1_type: 0.061
INFO:Trainer:2024-11-05 17:46:19:hits@3_type: 0.455
INFO:Trainer:2024-11-05 17:46:19:hits@10_type: 0.551
INFO:EarlyStopping:2024-11-05 17:46:19:Validation score improved (0.512000 --> 0.519000).  Saving model ...
INFO:Trainer:2024-11-05 17:46:22:[cuda:1] Epoch 400 | Training checkpoint saved at ../../checkpoint/transe-400.pth
INFO:Trainer:2024-11-05 17:46:22:[cuda:1] Epoch [ 400/3000] | Batchsize: 2000 | loss:  2.369996 | 1.40023 seconds/epoch
INFO:Trainer:2024-11-05 17:48:29:[cuda:1] Epoch 500 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<17:31,  2.88it/s]
  0%|          | 10/3034 [00:00<01:47, 28.11it/s]
  1%|          | 27/3034 [00:00<00:43, 69.61it/s]
  2%|▏         | 48/3034 [00:00<00:27, 109.81it/s]
  2%|▏         | 70/3034 [00:00<00:20, 141.15it/s]
  3%|▎         | 92/3034 [00:00<00:18, 162.36it/s]
  4%|▎         | 113/3034 [00:00<00:16, 174.52it/s]
  4%|▍         | 133/3034 [00:01<00:16, 179.79it/s]
  5%|▌         | 153/3034 [00:01<00:15, 184.24it/s]
  6%|▌         | 175/3034 [00:01<00:14, 192.38it/s]
  6%|▋         | 196/3034 [00:01<00:14, 194.98it/s]
  7%|▋         | 217/3034 [00:01<00:14, 196.66it/s]
  8%|▊         | 238/3034 [00:01<00:14, 197.78it/s]
  9%|▊         | 259/3034 [00:01<00:13, 198.29it/s]
  9%|▉         | 280/3034 [00:01<00:13, 199.08it/s]
 10%|▉         | 302/3034 [00:01<00:13, 203.55it/s]
 11%|█         | 325/3034 [00:02<00:12, 209.82it/s]
 12%|█▏        | 349/3034 [00:02<00:12, 217.84it/s]
 12%|█▏        | 371/3034 [00:02<00:12, 218.16it/s]
 13%|█▎        | 394/3034 [00:02<00:12, 219.63it/s]
 14%|█▎        | 417/3034 [00:02<00:11, 220.11it/s]
 15%|█▍        | 440/3034 [00:02<00:11, 221.70it/s]
 15%|█▌        | 463/3034 [00:02<00:11, 222.03it/s]
 16%|█▌        | 486/3034 [00:02<00:11, 220.53it/s]
 17%|█▋        | 509/3034 [00:02<00:11, 212.95it/s]
 18%|█▊        | 531/3034 [00:02<00:12, 207.99it/s]
 18%|█▊        | 552/3034 [00:03<00:12, 205.24it/s]
 19%|█▉        | 573/3034 [00:03<00:12, 201.28it/s]
 20%|█▉        | 594/3034 [00:03<00:12, 200.32it/s]
 20%|██        | 615/3034 [00:03<00:12, 199.08it/s]
 21%|██        | 635/3034 [00:03<00:12, 196.89it/s]
 22%|██▏       | 655/3034 [00:03<00:12, 195.97it/s]
 22%|██▏       | 675/3034 [00:03<00:12, 195.17it/s]
 23%|██▎       | 695/3034 [00:03<00:12, 194.53it/s]
 24%|██▎       | 715/3034 [00:03<00:11, 193.96it/s]
 24%|██▍       | 735/3034 [00:04<00:11, 194.31it/s]
 25%|██▍       | 755/3034 [00:04<00:11, 194.94it/s]
 26%|██▌       | 775/3034 [00:04<00:11, 194.94it/s]
 26%|██▌       | 795/3034 [00:04<00:11, 194.59it/s]
 27%|██▋       | 815/3034 [00:04<00:11, 192.65it/s]
 28%|██▊       | 835/3034 [00:04<00:11, 188.06it/s]
 28%|██▊       | 855/3034 [00:04<00:11, 189.54it/s]
 29%|██▉       | 874/3034 [00:04<00:11, 187.95it/s]
 29%|██▉       | 894/3034 [00:04<00:11, 188.49it/s]
 30%|███       | 915/3034 [00:04<00:10, 193.42it/s]
 31%|███       | 937/3034 [00:05<00:10, 199.71it/s]
 32%|███▏      | 959/3034 [00:05<00:10, 202.14it/s]
 32%|███▏      | 980/3034 [00:05<00:10, 200.64it/s]
 33%|███▎      | 1001/3034 [00:05<00:10, 198.09it/s]
 34%|███▎      | 1022/3034 [00:05<00:10, 199.19it/s]
 34%|███▍      | 1044/3034 [00:05<00:09, 203.35it/s]
 35%|███▌      | 1067/3034 [00:05<00:09, 209.33it/s]
 36%|███▌      | 1090/3034 [00:05<00:09, 214.86it/s]
 37%|███▋      | 1112/3034 [00:05<00:09, 213.37it/s]
 37%|███▋      | 1136/3034 [00:05<00:08, 218.90it/s]
 38%|███▊      | 1162/3034 [00:06<00:08, 229.20it/s]
 39%|███▉      | 1188/3034 [00:06<00:07, 236.36it/s]
 40%|███▉      | 1212/3034 [00:06<00:07, 233.59it/s]
 41%|████      | 1236/3034 [00:06<00:07, 232.64it/s]
 42%|████▏     | 1260/3034 [00:06<00:07, 233.81it/s]
 42%|████▏     | 1284/3034 [00:06<00:07, 234.11it/s]
 43%|████▎     | 1308/3034 [00:06<00:07, 234.36it/s]
 44%|████▍     | 1332/3034 [00:06<00:07, 230.73it/s]
 45%|████▍     | 1356/3034 [00:06<00:07, 232.15it/s]
 45%|████▌     | 1380/3034 [00:07<00:07, 231.90it/s]
 46%|████▋     | 1404/3034 [00:07<00:07, 231.99it/s]
 47%|████▋     | 1428/3034 [00:07<00:06, 230.56it/s]
 48%|████▊     | 1452/3034 [00:07<00:06, 231.02it/s]
 49%|████▊     | 1476/3034 [00:07<00:06, 231.08it/s]
 49%|████▉     | 1500/3034 [00:07<00:06, 231.21it/s]
 50%|█████     | 1524/3034 [00:07<00:06, 229.68it/s]
 51%|█████     | 1547/3034 [00:07<00:06, 229.25it/s]
 52%|█████▏    | 1571/3034 [00:07<00:06, 230.57it/s]
 53%|█████▎    | 1595/3034 [00:07<00:06, 230.94it/s]
 53%|█████▎    | 1619/3034 [00:08<00:06, 231.12it/s]
 54%|█████▍    | 1643/3034 [00:08<00:05, 232.03it/s]
 55%|█████▍    | 1667/3034 [00:08<00:05, 233.05it/s]
 56%|█████▌    | 1691/3034 [00:08<00:05, 232.67it/s]
 57%|█████▋    | 1715/3034 [00:08<00:05, 230.47it/s]
 57%|█████▋    | 1739/3034 [00:08<00:05, 231.08it/s]
 58%|█████▊    | 1763/3034 [00:08<00:05, 232.27it/s]
 59%|█████▉    | 1787/3034 [00:08<00:05, 232.61it/s]
 60%|█████▉    | 1811/3034 [00:08<00:05, 233.54it/s]
 60%|██████    | 1835/3034 [00:08<00:05, 233.12it/s]
 61%|██████▏   | 1859/3034 [00:09<00:05, 233.22it/s]
 62%|██████▏   | 1883/3034 [00:09<00:04, 234.34it/s]
 63%|██████▎   | 1907/3034 [00:09<00:04, 233.87it/s]
 64%|██████▎   | 1931/3034 [00:09<00:04, 234.51it/s]
 64%|██████▍   | 1955/3034 [00:09<00:04, 230.89it/s]
 65%|██████▌   | 1979/3034 [00:09<00:04, 230.94it/s]
 66%|██████▌   | 2003/3034 [00:09<00:04, 228.18it/s]
 67%|██████▋   | 2026/3034 [00:09<00:04, 228.68it/s]
 68%|██████▊   | 2049/3034 [00:09<00:04, 227.16it/s]
 68%|██████▊   | 2072/3034 [00:10<00:04, 224.01it/s]
 69%|██████▉   | 2095/3034 [00:10<00:04, 224.25it/s]
 70%|██████▉   | 2119/3034 [00:10<00:04, 227.66it/s]
 71%|███████   | 2143/3034 [00:10<00:03, 228.86it/s]
 71%|███████▏  | 2168/3034 [00:10<00:03, 232.83it/s]
 72%|███████▏  | 2193/3034 [00:10<00:03, 237.43it/s]
 73%|███████▎  | 2218/3034 [00:10<00:03, 240.22it/s]
 74%|███████▍  | 2243/3034 [00:10<00:03, 239.87it/s]
 75%|███████▍  | 2268/3034 [00:10<00:03, 241.18it/s]
 76%|███████▌  | 2293/3034 [00:10<00:03, 240.95it/s]
 76%|███████▋  | 2318/3034 [00:11<00:02, 241.35it/s]
 77%|███████▋  | 2343/3034 [00:11<00:02, 241.82it/s]
 78%|███████▊  | 2368/3034 [00:11<00:02, 241.62it/s]
 79%|███████▉  | 2393/3034 [00:11<00:02, 235.46it/s]
 80%|███████▉  | 2418/3034 [00:11<00:02, 238.87it/s]
 81%|████████  | 2444/3034 [00:11<00:02, 244.93it/s]
 81%|████████▏ | 2470/3034 [00:11<00:02, 247.55it/s]
 82%|████████▏ | 2496/3034 [00:11<00:02, 248.75it/s]
 83%|████████▎ | 2522/3034 [00:11<00:02, 250.67it/s]
 84%|████████▍ | 2548/3034 [00:11<00:01, 252.88it/s]
 85%|████████▍ | 2574/3034 [00:12<00:01, 253.84it/s]
 86%|████████▌ | 2600/3034 [00:12<00:01, 254.57it/s]
 87%|████████▋ | 2626/3034 [00:12<00:01, 254.73it/s]
 87%|████████▋ | 2652/3034 [00:12<00:01, 254.90it/s]
 88%|████████▊ | 2679/3034 [00:12<00:01, 256.61it/s]
 89%|████████▉ | 2705/3034 [00:12<00:01, 255.47it/s]
 90%|█████████ | 2731/3034 [00:12<00:01, 250.47it/s]
 91%|█████████ | 2757/3034 [00:12<00:01, 247.03it/s]
 92%|█████████▏| 2782/3034 [00:12<00:01, 243.60it/s]
 93%|█████████▎| 2807/3034 [00:13<00:00, 241.25it/s]
 93%|█████████▎| 2832/3034 [00:13<00:00, 236.43it/s]
 94%|█████████▍| 2856/3034 [00:13<00:00, 234.73it/s]
 95%|█████████▍| 2880/3034 [00:13<00:00, 232.65it/s]
 96%|█████████▌| 2904/3034 [00:13<00:00, 231.86it/s]
 97%|█████████▋| 2928/3034 [00:13<00:00, 231.11it/s]
 97%|█████████▋| 2952/3034 [00:13<00:00, 231.76it/s]
 98%|█████████▊| 2976/3034 [00:13<00:00, 231.81it/s]
 99%|█████████▉| 3000/3034 [00:13<00:00, 231.29it/s]
100%|█████████▉| 3031/3034 [00:13<00:00, 252.05it/s]
100%|██████████| 3034/3034 [00:14<00:00, 215.94it/s]
INFO:Trainer:2024-11-05 17:48:43:mr: 3594.642
INFO:Trainer:2024-11-05 17:48:43:mrr: 0.226
INFO:Trainer:2024-11-05 17:48:43:hits@1: 0.017
INFO:Trainer:2024-11-05 17:48:43:hits@3: 0.409
INFO:Trainer:2024-11-05 17:48:43:hits@10: 0.522
INFO:Trainer:2024-11-05 17:48:43:mr_type: 2395.317
INFO:Trainer:2024-11-05 17:48:43:mrr_type: 0.271
INFO:Trainer:2024-11-05 17:48:43:hits@1_type: 0.059
INFO:Trainer:2024-11-05 17:48:43:hits@3_type: 0.459
INFO:Trainer:2024-11-05 17:48:43:hits@10_type: 0.558
INFO:EarlyStopping:2024-11-05 17:48:43:Validation score improved (0.519000 --> 0.522000).  Saving model ...
INFO:Trainer:2024-11-05 17:48:46:[cuda:1] Epoch 500 | Training checkpoint saved at ../../checkpoint/transe-500.pth
INFO:Trainer:2024-11-05 17:48:46:[cuda:1] Epoch [ 500/3000] | Batchsize: 2000 | loss:  2.242258 | 1.41084 seconds/epoch
INFO:Trainer:2024-11-05 17:50:53:[cuda:1] Epoch 600 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<19:36,  2.58it/s]
  0%|          | 6/3034 [00:00<03:20, 15.11it/s]
  1%|          | 21/3034 [00:00<00:57, 52.09it/s]
  1%|▏         | 41/3034 [00:00<00:32, 92.60it/s]
  2%|▏         | 61/3034 [00:00<00:24, 121.83it/s]
  3%|▎         | 81/3034 [00:00<00:20, 142.97it/s]
  3%|▎         | 102/3034 [00:01<00:18, 159.50it/s]
  4%|▍         | 124/3034 [00:01<00:16, 176.44it/s]
  5%|▍         | 147/3034 [00:01<00:15, 190.74it/s]
  6%|▌         | 169/3034 [00:01<00:14, 197.93it/s]
  6%|▋         | 192/3034 [00:01<00:13, 207.26it/s]
  7%|▋         | 214/3034 [00:01<00:13, 208.66it/s]
  8%|▊         | 236/3034 [00:01<00:13, 210.71it/s]
  9%|▊         | 258/3034 [00:01<00:13, 213.44it/s]
  9%|▉         | 280/3034 [00:01<00:12, 214.51it/s]
 10%|▉         | 302/3034 [00:01<00:12, 214.36it/s]
 11%|█         | 324/3034 [00:02<00:12, 214.18it/s]
 11%|█▏        | 346/3034 [00:02<00:12, 214.56it/s]
 12%|█▏        | 368/3034 [00:02<00:12, 215.66it/s]
 13%|█▎        | 391/3034 [00:02<00:12, 218.96it/s]
 14%|█▎        | 413/3034 [00:02<00:12, 218.23it/s]
 14%|█▍        | 436/3034 [00:02<00:11, 219.97it/s]
 15%|█▌        | 459/3034 [00:02<00:11, 220.82it/s]
 16%|█▌        | 482/3034 [00:02<00:11, 221.23it/s]
 17%|█▋        | 505/3034 [00:02<00:11, 220.90it/s]
 17%|█▋        | 528/3034 [00:02<00:11, 222.23it/s]
 18%|█▊        | 551/3034 [00:03<00:11, 222.20it/s]
 19%|█▉        | 574/3034 [00:03<00:11, 223.38it/s]
 20%|█▉        | 597/3034 [00:03<00:10, 224.94it/s]
 20%|██        | 620/3034 [00:03<00:10, 225.18it/s]
 21%|██        | 643/3034 [00:03<00:10, 226.20it/s]
 22%|██▏       | 666/3034 [00:03<00:10, 223.80it/s]
 23%|██▎       | 689/3034 [00:03<00:10, 223.93it/s]
 23%|██▎       | 712/3034 [00:03<00:10, 223.49it/s]
 24%|██▍       | 735/3034 [00:03<00:10, 223.60it/s]
 25%|██▍       | 758/3034 [00:03<00:10, 223.72it/s]
 26%|██▌       | 781/3034 [00:04<00:10, 224.51it/s]
 26%|██▋       | 804/3034 [00:04<00:09, 224.26it/s]
 27%|██▋       | 827/3034 [00:04<00:09, 224.81it/s]
 28%|██▊       | 850/3034 [00:04<00:09, 223.53it/s]
 29%|██▉       | 873/3034 [00:04<00:09, 224.25it/s]
 30%|██▉       | 896/3034 [00:04<00:09, 224.86it/s]
 30%|███       | 919/3034 [00:04<00:09, 224.99it/s]
 31%|███       | 942/3034 [00:04<00:09, 220.20it/s]
 32%|███▏      | 965/3034 [00:04<00:09, 213.21it/s]
 33%|███▎      | 987/3034 [00:05<00:09, 205.80it/s]
 33%|███▎      | 1008/3034 [00:05<00:09, 204.05it/s]
 34%|███▍      | 1029/3034 [00:05<00:09, 201.86it/s]
 35%|███▍      | 1050/3034 [00:05<00:09, 200.22it/s]
 35%|███▌      | 1071/3034 [00:05<00:09, 198.39it/s]
 36%|███▌      | 1091/3034 [00:05<00:09, 196.70it/s]
 37%|███▋      | 1111/3034 [00:05<00:09, 194.76it/s]
 37%|███▋      | 1131/3034 [00:05<00:09, 194.05it/s]
 38%|███▊      | 1151/3034 [00:05<00:09, 193.11it/s]
 39%|███▊      | 1171/3034 [00:05<00:09, 193.37it/s]
 39%|███▉      | 1191/3034 [00:06<00:09, 195.07it/s]
 40%|███▉      | 1211/3034 [00:06<00:09, 196.37it/s]
 41%|████      | 1235/3034 [00:06<00:08, 207.47it/s]
 41%|████▏     | 1258/3034 [00:06<00:08, 212.64it/s]
 42%|████▏     | 1281/3034 [00:06<00:08, 216.01it/s]
 43%|████▎     | 1303/3034 [00:06<00:08, 211.29it/s]
 44%|████▎     | 1325/3034 [00:06<00:08, 211.32it/s]
 44%|████▍     | 1348/3034 [00:06<00:07, 215.06it/s]
 45%|████▌     | 1371/3034 [00:06<00:07, 218.08it/s]
 46%|████▌     | 1394/3034 [00:07<00:07, 220.54it/s]
 47%|████▋     | 1417/3034 [00:07<00:07, 217.67it/s]
 47%|████▋     | 1440/3034 [00:07<00:07, 220.42it/s]
 48%|████▊     | 1463/3034 [00:07<00:07, 221.85it/s]
 49%|████▉     | 1486/3034 [00:07<00:06, 222.82it/s]
 50%|████▉     | 1509/3034 [00:07<00:06, 223.87it/s]
 50%|█████     | 1532/3034 [00:07<00:06, 225.10it/s]
 51%|█████▏    | 1555/3034 [00:07<00:06, 225.26it/s]
 52%|█████▏    | 1578/3034 [00:07<00:06, 226.09it/s]
 53%|█████▎    | 1601/3034 [00:07<00:06, 224.06it/s]
 54%|█████▎    | 1624/3034 [00:08<00:06, 223.89it/s]
 54%|█████▍    | 1647/3034 [00:08<00:06, 223.78it/s]
 55%|█████▌    | 1670/3034 [00:08<00:06, 223.60it/s]
 56%|█████▌    | 1693/3034 [00:08<00:05, 224.98it/s]
 57%|█████▋    | 1716/3034 [00:08<00:05, 225.61it/s]
 57%|█████▋    | 1739/3034 [00:08<00:05, 225.90it/s]
 58%|█████▊    | 1762/3034 [00:08<00:05, 226.13it/s]
 59%|█████▉    | 1785/3034 [00:08<00:05, 225.37it/s]
 60%|█████▉    | 1808/3034 [00:08<00:05, 224.57it/s]
 60%|██████    | 1831/3034 [00:08<00:05, 225.45it/s]
 61%|██████    | 1854/3034 [00:09<00:05, 225.39it/s]
 62%|██████▏   | 1877/3034 [00:09<00:05, 225.25it/s]
 63%|██████▎   | 1900/3034 [00:09<00:05, 224.98it/s]
 63%|██████▎   | 1923/3034 [00:09<00:04, 225.03it/s]
 64%|██████▍   | 1946/3034 [00:09<00:04, 225.56it/s]
 65%|██████▍   | 1969/3034 [00:09<00:04, 225.14it/s]
 66%|██████▌   | 1993/3034 [00:09<00:04, 226.63it/s]
 66%|██████▋   | 2016/3034 [00:09<00:04, 225.67it/s]
 67%|██████▋   | 2039/3034 [00:09<00:04, 225.89it/s]
 68%|██████▊   | 2062/3034 [00:09<00:04, 226.05it/s]
 69%|██████▊   | 2085/3034 [00:10<00:04, 225.61it/s]
 69%|██████▉   | 2108/3034 [00:10<00:04, 224.66it/s]
 70%|███████   | 2131/3034 [00:10<00:04, 224.15it/s]
 71%|███████   | 2154/3034 [00:10<00:03, 221.91it/s]
 72%|███████▏  | 2177/3034 [00:10<00:03, 221.92it/s]
 73%|███████▎  | 2200/3034 [00:10<00:03, 223.75it/s]
 73%|███████▎  | 2223/3034 [00:10<00:03, 224.30it/s]
 74%|███████▍  | 2246/3034 [00:10<00:03, 223.99it/s]
 75%|███████▍  | 2269/3034 [00:10<00:03, 224.66it/s]
 76%|███████▌  | 2292/3034 [00:11<00:03, 224.97it/s]
 76%|███████▋  | 2315/3034 [00:11<00:03, 226.11it/s]
 77%|███████▋  | 2338/3034 [00:11<00:03, 226.46it/s]
 78%|███████▊  | 2361/3034 [00:11<00:02, 225.57it/s]
 79%|███████▊  | 2384/3034 [00:11<00:02, 226.74it/s]
 79%|███████▉  | 2407/3034 [00:11<00:02, 226.95it/s]
 80%|████████  | 2430/3034 [00:11<00:02, 226.25it/s]
 81%|████████  | 2453/3034 [00:11<00:02, 224.90it/s]
 82%|████████▏ | 2479/3034 [00:11<00:02, 232.33it/s]
 82%|████████▏ | 2503/3034 [00:11<00:02, 233.88it/s]
 83%|████████▎ | 2527/3034 [00:12<00:02, 231.95it/s]
 84%|████████▍ | 2551/3034 [00:12<00:02, 228.47it/s]
 85%|████████▍ | 2574/3034 [00:12<00:02, 228.16it/s]
 86%|████████▌ | 2597/3034 [00:12<00:01, 226.12it/s]
 86%|████████▋ | 2620/3034 [00:12<00:01, 226.40it/s]
 87%|████████▋ | 2643/3034 [00:12<00:01, 227.22it/s]
 88%|████████▊ | 2667/3034 [00:12<00:01, 227.95it/s]
 89%|████████▊ | 2690/3034 [00:12<00:01, 227.59it/s]
 89%|████████▉ | 2713/3034 [00:12<00:01, 226.50it/s]
 90%|█████████ | 2736/3034 [00:12<00:01, 225.42it/s]
 91%|█████████ | 2759/3034 [00:13<00:01, 225.05it/s]
 92%|█████████▏| 2782/3034 [00:13<00:01, 226.17it/s]
 92%|█████████▏| 2805/3034 [00:13<00:01, 225.44it/s]
 93%|█████████▎| 2828/3034 [00:13<00:00, 224.26it/s]
 94%|█████████▍| 2851/3034 [00:13<00:00, 223.29it/s]
 95%|█████████▍| 2874/3034 [00:13<00:00, 223.48it/s]
 95%|█████████▌| 2897/3034 [00:13<00:00, 223.11it/s]
 96%|█████████▌| 2920/3034 [00:13<00:00, 224.15it/s]
 97%|█████████▋| 2943/3034 [00:13<00:00, 224.32it/s]
 98%|█████████▊| 2966/3034 [00:13<00:00, 224.93it/s]
 99%|█████████▊| 2989/3034 [00:14<00:00, 224.90it/s]
 99%|█████████▉| 3015/3034 [00:14<00:00, 235.16it/s]
100%|██████████| 3034/3034 [00:14<00:00, 211.79it/s]
INFO:Trainer:2024-11-05 17:51:07:mr: 3526.708
INFO:Trainer:2024-11-05 17:51:07:mrr: 0.226
INFO:Trainer:2024-11-05 17:51:07:hits@1: 0.016
INFO:Trainer:2024-11-05 17:51:07:hits@3: 0.407
INFO:Trainer:2024-11-05 17:51:07:hits@10: 0.522
INFO:Trainer:2024-11-05 17:51:07:mr_type: 2345.054
INFO:Trainer:2024-11-05 17:51:07:mrr_type: 0.273
INFO:Trainer:2024-11-05 17:51:07:hits@1_type: 0.061
INFO:Trainer:2024-11-05 17:51:07:hits@3_type: 0.461
INFO:Trainer:2024-11-05 17:51:07:hits@10_type: 0.559
INFO:EarlyStopping:2024-11-05 17:51:07:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-11-05 17:51:08:[cuda:1] Epoch 600 | Training checkpoint saved at ../../checkpoint/transe-600.pth
INFO:Trainer:2024-11-05 17:51:08:[cuda:1] Epoch [ 600/3000] | Batchsize: 2000 | loss:  2.186781 | 1.41459 seconds/epoch
INFO:Trainer:2024-11-05 17:53:15:[cuda:1] Epoch 700 | The model starts evaluation on the validation set.

  0%|          | 0/3034 [00:00<?, ?it/s]
  0%|          | 1/3034 [00:00<14:49,  3.41it/s]
  0%|          | 8/3034 [00:00<02:00, 25.18it/s]
  1%|          | 28/3034 [00:00<00:37, 79.89it/s]
  2%|▏         | 52/3034 [00:00<00:23, 128.04it/s]
  3%|▎         | 76/3034 [00:00<00:18, 161.07it/s]
  3%|▎         | 99/3034 [00:00<00:16, 180.65it/s]
  4%|▍         | 122/3034 [00:00<00:14, 195.11it/s]
  5%|▍         | 146/3034 [00:01<00:14, 206.17it/s]
  6%|▌         | 170/3034 [00:01<00:13, 214.15it/s]
  6%|▋         | 194/3034 [00:01<00:12, 219.35it/s]
  7%|▋         | 218/3034 [00:01<00:12, 223.31it/s]
  8%|▊         | 242/3034 [00:01<00:12, 225.85it/s]
  9%|▊         | 265/3034 [00:01<00:12, 225.42it/s]
  9%|▉         | 288/3034 [00:01<00:12, 221.08it/s]
 10%|█         | 311/3034 [00:01<00:12, 212.58it/s]
 11%|█         | 333/3034 [00:01<00:12, 208.31it/s]
 12%|█▏        | 354/3034 [00:01<00:13, 201.76it/s]
 12%|█▏        | 375/3034 [00:02<00:13, 198.03it/s]
 13%|█▎        | 395/3034 [00:02<00:13, 197.75it/s]
 14%|█▎        | 415/3034 [00:02<00:13, 197.89it/s]
 14%|█▍        | 435/3034 [00:02<00:13, 195.98it/s]
 15%|█▍        | 455/3034 [00:02<00:13, 194.27it/s]
 16%|█▌        | 476/3034 [00:02<00:12, 197.79it/s]
 16%|█▋        | 497/3034 [00:02<00:12, 200.83it/s]
 17%|█▋        | 519/3034 [00:02<00:12, 203.98it/s]
 18%|█▊        | 541/3034 [00:02<00:12, 206.19it/s]
 19%|█▊        | 563/3034 [00:03<00:11, 208.54it/s]
 19%|█▉        | 585/3034 [00:03<00:11, 210.17it/s]
 20%|██        | 609/3034 [00:03<00:11, 217.49it/s]
 21%|██        | 634/3034 [00:03<00:10, 225.81it/s]
 22%|██▏       | 659/3034 [00:03<00:10, 232.53it/s]
 23%|██▎       | 684/3034 [00:03<00:09, 235.55it/s]
 23%|██▎       | 709/3034 [00:03<00:09, 237.59it/s]
 24%|██▍       | 733/3034 [00:03<00:09, 236.76it/s]
 25%|██▍       | 757/3034 [00:03<00:09, 236.24it/s]
 26%|██▌       | 781/3034 [00:03<00:09, 235.00it/s]
 27%|██▋       | 805/3034 [00:04<00:09, 234.60it/s]
 27%|██▋       | 829/3034 [00:04<00:09, 233.90it/s]
 28%|██▊       | 853/3034 [00:04<00:09, 231.26it/s]
 29%|██▉       | 877/3034 [00:04<00:09, 231.10it/s]
 30%|██▉       | 901/3034 [00:04<00:09, 231.38it/s]
 30%|███       | 925/3034 [00:04<00:09, 230.51it/s]
 31%|███▏      | 949/3034 [00:04<00:09, 231.48it/s]
 32%|███▏      | 973/3034 [00:04<00:08, 231.83it/s]
 33%|███▎      | 997/3034 [00:04<00:08, 231.59it/s]
 34%|███▎      | 1021/3034 [00:04<00:08, 231.42it/s]
 34%|███▍      | 1045/3034 [00:05<00:08, 230.24it/s]
 35%|███▌      | 1069/3034 [00:05<00:08, 223.25it/s]
 36%|███▌      | 1092/3034 [00:05<00:09, 214.27it/s]
 37%|███▋      | 1114/3034 [00:05<00:09, 208.23it/s]
 37%|███▋      | 1135/3034 [00:05<00:09, 203.22it/s]
 38%|███▊      | 1156/3034 [00:05<00:09, 202.03it/s]
 39%|███▉      | 1177/3034 [00:05<00:09, 202.79it/s]
 39%|███▉      | 1198/3034 [00:05<00:09, 202.52it/s]
 40%|████      | 1219/3034 [00:05<00:08, 203.57it/s]
 41%|████      | 1240/3034 [00:06<00:08, 204.73it/s]
 42%|████▏     | 1262/3034 [00:06<00:08, 206.97it/s]
 42%|████▏     | 1283/3034 [00:06<00:08, 207.34it/s]
 43%|████▎     | 1304/3034 [00:06<00:08, 204.78it/s]
 44%|████▎     | 1325/3034 [00:06<00:08, 201.06it/s]
 44%|████▍     | 1346/3034 [00:06<00:08, 201.56it/s]
 45%|████▌     | 1370/3034 [00:06<00:07, 209.78it/s]
 46%|████▌     | 1393/3034 [00:06<00:07, 213.18it/s]
 47%|████▋     | 1416/3034 [00:06<00:07, 215.18it/s]
 47%|████▋     | 1438/3034 [00:06<00:07, 216.10it/s]
 48%|████▊     | 1461/3034 [00:07<00:07, 217.84it/s]
 49%|████▉     | 1484/3034 [00:07<00:07, 219.59it/s]
 50%|████▉     | 1506/3034 [00:07<00:06, 218.81it/s]
 50%|█████     | 1529/3034 [00:07<00:06, 220.30it/s]
 51%|█████     | 1552/3034 [00:07<00:06, 219.43it/s]
 52%|█████▏    | 1575/3034 [00:07<00:06, 222.49it/s]
 53%|█████▎    | 1598/3034 [00:07<00:06, 221.41it/s]
 53%|█████▎    | 1621/3034 [00:07<00:06, 220.87it/s]
 54%|█████▍    | 1644/3034 [00:07<00:06, 220.95it/s]
 55%|█████▍    | 1667/3034 [00:08<00:06, 220.19it/s]
 56%|█████▌    | 1690/3034 [00:08<00:06, 220.78it/s]
 56%|█████▋    | 1713/3034 [00:08<00:06, 220.06it/s]
 57%|█████▋    | 1736/3034 [00:08<00:05, 220.93it/s]
 58%|█████▊    | 1759/3034 [00:08<00:05, 221.06it/s]
 59%|█████▊    | 1782/3034 [00:08<00:05, 221.78it/s]
 59%|█████▉    | 1805/3034 [00:08<00:05, 222.47it/s]
 60%|██████    | 1828/3034 [00:08<00:05, 222.83it/s]
 61%|██████    | 1851/3034 [00:08<00:05, 224.06it/s]
 62%|██████▏   | 1874/3034 [00:08<00:05, 225.09it/s]
 63%|██████▎   | 1897/3034 [00:09<00:05, 223.43it/s]
 63%|██████▎   | 1920/3034 [00:09<00:05, 222.15it/s]
 64%|██████▍   | 1943/3034 [00:09<00:04, 219.76it/s]
 65%|██████▍   | 1965/3034 [00:09<00:04, 219.29it/s]
 66%|██████▌   | 1988/3034 [00:09<00:04, 219.82it/s]
 66%|██████▌   | 2010/3034 [00:09<00:04, 219.59it/s]
 67%|██████▋   | 2032/3034 [00:09<00:04, 219.61it/s]
 68%|██████▊   | 2055/3034 [00:09<00:04, 221.25it/s]
 68%|██████▊   | 2078/3034 [00:09<00:04, 221.05it/s]
 69%|██████▉   | 2101/3034 [00:09<00:04, 220.96it/s]
 70%|███████   | 2124/3034 [00:10<00:04, 220.63it/s]
 71%|███████   | 2147/3034 [00:10<00:04, 221.19it/s]
 72%|███████▏  | 2170/3034 [00:10<00:03, 219.74it/s]
 72%|███████▏  | 2192/3034 [00:10<00:03, 217.47it/s]
 73%|███████▎  | 2215/3034 [00:10<00:03, 218.46it/s]
 74%|███████▎  | 2237/3034 [00:10<00:03, 218.41it/s]
 75%|███████▍  | 2261/3034 [00:10<00:03, 223.54it/s]
 75%|███████▌  | 2286/3034 [00:10<00:03, 228.88it/s]
 76%|███████▌  | 2311/3034 [00:10<00:03, 232.68it/s]
 77%|███████▋  | 2336/3034 [00:11<00:02, 236.25it/s]
 78%|███████▊  | 2361/3034 [00:11<00:02, 238.08it/s]
 79%|███████▊  | 2386/3034 [00:11<00:02, 239.47it/s]
 79%|███████▉  | 2411/3034 [00:11<00:02, 240.09it/s]
 80%|████████  | 2436/3034 [00:11<00:02, 240.70it/s]
 81%|████████  | 2461/3034 [00:11<00:02, 240.69it/s]
 82%|████████▏ | 2486/3034 [00:11<00:02, 233.12it/s]
 83%|████████▎ | 2510/3034 [00:11<00:02, 229.88it/s]
 84%|████████▎ | 2534/3034 [00:11<00:02, 231.63it/s]
 84%|████████▍ | 2558/3034 [00:11<00:02, 230.71it/s]
 85%|████████▌ | 2582/3034 [00:12<00:01, 230.27it/s]
 86%|████████▌ | 2606/3034 [00:12<00:01, 230.27it/s]
 87%|████████▋ | 2630/3034 [00:12<00:01, 230.67it/s]
 87%|████████▋ | 2654/3034 [00:12<00:01, 230.00it/s]
 88%|████████▊ | 2678/3034 [00:12<00:01, 228.96it/s]
 89%|████████▉ | 2701/3034 [00:12<00:01, 225.30it/s]
 90%|████████▉ | 2724/3034 [00:12<00:01, 224.72it/s]
 91%|█████████ | 2747/3034 [00:12<00:01, 225.65it/s]
 91%|█████████▏| 2770/3034 [00:12<00:01, 224.32it/s]
 92%|█████████▏| 2793/3034 [00:13<00:01, 222.32it/s]
 93%|█████████▎| 2816/3034 [00:13<00:00, 220.62it/s]
 94%|█████████▎| 2839/3034 [00:13<00:00, 220.83it/s]
 94%|█████████▍| 2862/3034 [00:13<00:00, 220.70it/s]
 95%|█████████▌| 2885/3034 [00:13<00:00, 220.73it/s]
 96%|█████████▌| 2908/3034 [00:13<00:00, 218.60it/s]
 97%|█████████▋| 2930/3034 [00:13<00:00, 217.99it/s]
 97%|█████████▋| 2953/3034 [00:13<00:00, 220.12it/s]
 98%|█████████▊| 2976/3034 [00:13<00:00, 219.83it/s]
 99%|█████████▉| 2998/3034 [00:13<00:00, 219.23it/s]
100%|█████████▉| 3027/3034 [00:14<00:00, 239.74it/s]
100%|██████████| 3034/3034 [00:14<00:00, 214.50it/s]
INFO:Trainer:2024-11-05 17:53:29:mr: 3481.515
INFO:Trainer:2024-11-05 17:53:29:mrr: 0.226
INFO:Trainer:2024-11-05 17:53:29:hits@1: 0.017
INFO:Trainer:2024-11-05 17:53:29:hits@3: 0.409
INFO:Trainer:2024-11-05 17:53:29:hits@10: 0.522
INFO:Trainer:2024-11-05 17:53:29:mr_type: 2306.057
INFO:Trainer:2024-11-05 17:53:29:mrr_type: 0.274
INFO:Trainer:2024-11-05 17:53:29:hits@1_type: 0.061
INFO:Trainer:2024-11-05 17:53:29:hits@3_type: 0.464
INFO:Trainer:2024-11-05 17:53:29:hits@10_type: 0.562
INFO:EarlyStopping:2024-11-05 17:53:29:EarlyStopping counter: 2 / 2
INFO:Trainer:2024-11-05 17:53:29:[cuda:1] Send an early stopping signal
INFO:Trainer:2024-11-05 17:53:29:[cuda:1] The model training is completed, taking a total of 990.90143 seconds.
INFO:Trainer:2024-11-05 17:53:30:[cuda:1] Model saved at ../../checkpoint/transe.pth.
INFO:Trainer:2024-11-05 17:53:30:[cuda:1] The model starts evaluating in the test set.

  0%|          | 0/3134 [00:00<?, ?it/s]
  0%|          | 1/3134 [00:00<16:22,  3.19it/s]
  0%|          | 7/3134 [00:00<02:31, 20.59it/s]
  1%|          | 24/3134 [00:00<00:47, 65.20it/s]
  1%|▏         | 45/3134 [00:00<00:28, 107.85it/s]
  2%|▏         | 66/3134 [00:00<00:22, 138.23it/s]
  3%|▎         | 88/3134 [00:00<00:18, 162.24it/s]
  4%|▎         | 112/3134 [00:00<00:16, 185.46it/s]
  4%|▍         | 135/3134 [00:01<00:15, 197.27it/s]
  5%|▌         | 159/3134 [00:01<00:14, 209.81it/s]
  6%|▌         | 185/3134 [00:01<00:13, 224.23it/s]
  7%|▋         | 212/3134 [00:01<00:12, 237.34it/s]
  8%|▊         | 239/3134 [00:01<00:11, 246.97it/s]
  8%|▊         | 266/3134 [00:01<00:11, 253.28it/s]
  9%|▉         | 293/3134 [00:01<00:11, 256.46it/s]
 10%|█         | 319/3134 [00:01<00:11, 248.27it/s]
 11%|█         | 344/3134 [00:01<00:11, 241.72it/s]
 12%|█▏        | 369/3134 [00:01<00:11, 239.03it/s]
 13%|█▎        | 394/3134 [00:02<00:11, 233.56it/s]
 13%|█▎        | 418/3134 [00:02<00:11, 229.33it/s]
 14%|█▍        | 441/3134 [00:02<00:11, 226.50it/s]
 15%|█▍        | 464/3134 [00:02<00:11, 225.49it/s]
 16%|█▌        | 487/3134 [00:02<00:11, 222.44it/s]
 16%|█▋        | 510/3134 [00:02<00:11, 222.93it/s]
 17%|█▋        | 533/3134 [00:02<00:11, 224.31it/s]
 18%|█▊        | 556/3134 [00:02<00:11, 224.35it/s]
 18%|█▊        | 579/3134 [00:02<00:11, 225.52it/s]
 19%|█▉        | 602/3134 [00:03<00:11, 225.72it/s]
 20%|█▉        | 625/3134 [00:03<00:11, 226.19it/s]
 21%|██        | 648/3134 [00:03<00:10, 227.25it/s]
 21%|██▏       | 671/3134 [00:03<00:10, 225.87it/s]
 22%|██▏       | 694/3134 [00:03<00:10, 226.42it/s]
 23%|██▎       | 717/3134 [00:03<00:10, 227.16it/s]
 24%|██▎       | 740/3134 [00:03<00:10, 227.06it/s]
 24%|██▍       | 763/3134 [00:03<00:10, 225.97it/s]
 25%|██▌       | 786/3134 [00:03<00:10, 224.62it/s]
 26%|██▌       | 809/3134 [00:03<00:10, 225.50it/s]
 27%|██▋       | 832/3134 [00:04<00:10, 226.07it/s]
 27%|██▋       | 855/3134 [00:04<00:10, 225.11it/s]
 28%|██▊       | 878/3134 [00:04<00:09, 225.87it/s]
 29%|██▊       | 901/3134 [00:04<00:09, 225.64it/s]
 29%|██▉       | 924/3134 [00:04<00:09, 225.43it/s]
 30%|███       | 947/3134 [00:04<00:09, 221.68it/s]
 31%|███       | 972/3134 [00:04<00:09, 227.88it/s]
 32%|███▏      | 996/3134 [00:04<00:09, 230.55it/s]
 33%|███▎      | 1021/3134 [00:04<00:08, 235.14it/s]
 33%|███▎      | 1046/3134 [00:04<00:08, 238.18it/s]
 34%|███▍      | 1071/3134 [00:05<00:08, 240.22it/s]
 35%|███▍      | 1096/3134 [00:05<00:08, 241.56it/s]
 36%|███▌      | 1121/3134 [00:05<00:08, 243.28it/s]
 37%|███▋      | 1146/3134 [00:05<00:08, 244.30it/s]
 37%|███▋      | 1171/3134 [00:05<00:08, 244.14it/s]
 38%|███▊      | 1196/3134 [00:05<00:07, 243.96it/s]
 39%|███▉      | 1221/3134 [00:05<00:07, 244.14it/s]
 40%|███▉      | 1246/3134 [00:05<00:07, 243.91it/s]
 41%|████      | 1271/3134 [00:05<00:07, 243.71it/s]
 41%|████▏     | 1296/3134 [00:05<00:07, 241.35it/s]
 42%|████▏     | 1321/3134 [00:06<00:07, 239.35it/s]
 43%|████▎     | 1345/3134 [00:06<00:07, 239.46it/s]
 44%|████▎     | 1369/3134 [00:06<00:07, 237.28it/s]
 44%|████▍     | 1393/3134 [00:06<00:07, 234.85it/s]
 45%|████▌     | 1417/3134 [00:06<00:07, 233.15it/s]
 46%|████▌     | 1441/3134 [00:06<00:07, 231.14it/s]
 47%|████▋     | 1465/3134 [00:06<00:07, 229.85it/s]
 47%|████▋     | 1488/3134 [00:06<00:07, 227.58it/s]
 48%|████▊     | 1511/3134 [00:06<00:07, 226.55it/s]
 49%|████▉     | 1534/3134 [00:07<00:07, 226.37it/s]
 50%|████▉     | 1558/3134 [00:07<00:06, 228.39it/s]
 50%|█████     | 1581/3134 [00:07<00:06, 227.35it/s]
 51%|█████     | 1604/3134 [00:07<00:06, 224.73it/s]
 52%|█████▏    | 1627/3134 [00:07<00:06, 224.24it/s]
 53%|█████▎    | 1650/3134 [00:07<00:06, 224.03it/s]
 53%|█████▎    | 1673/3134 [00:07<00:06, 223.20it/s]
 54%|█████▍    | 1696/3134 [00:07<00:06, 223.20it/s]
 55%|█████▍    | 1719/3134 [00:07<00:06, 223.86it/s]
 56%|█████▌    | 1742/3134 [00:07<00:06, 222.99it/s]
 56%|█████▋    | 1765/3134 [00:08<00:06, 222.09it/s]
 57%|█████▋    | 1788/3134 [00:08<00:06, 221.19it/s]
 58%|█████▊    | 1811/3134 [00:08<00:05, 221.02it/s]
 59%|█████▊    | 1834/3134 [00:08<00:05, 221.25it/s]
 59%|█████▉    | 1857/3134 [00:08<00:05, 220.70it/s]
 60%|█████▉    | 1880/3134 [00:08<00:05, 220.68it/s]
 61%|██████    | 1903/3134 [00:08<00:05, 220.30it/s]
 61%|██████▏   | 1926/3134 [00:08<00:05, 220.89it/s]
 62%|██████▏   | 1949/3134 [00:08<00:05, 221.22it/s]
 63%|██████▎   | 1972/3134 [00:08<00:05, 222.10it/s]
 64%|██████▎   | 1995/3134 [00:09<00:05, 222.59it/s]
 64%|██████▍   | 2018/3134 [00:09<00:05, 222.94it/s]
 65%|██████▌   | 2041/3134 [00:09<00:04, 221.31it/s]
 66%|██████▌   | 2064/3134 [00:09<00:04, 219.86it/s]
 67%|██████▋   | 2086/3134 [00:09<00:04, 219.24it/s]
 67%|██████▋   | 2109/3134 [00:09<00:04, 219.46it/s]
 68%|██████▊   | 2132/3134 [00:09<00:04, 219.80it/s]
 69%|██████▉   | 2155/3134 [00:09<00:04, 220.77it/s]
 69%|██████▉   | 2178/3134 [00:09<00:04, 219.33it/s]
 70%|███████   | 2201/3134 [00:10<00:04, 219.79it/s]
 71%|███████   | 2224/3134 [00:10<00:04, 220.79it/s]
 72%|███████▏  | 2247/3134 [00:10<00:04, 220.02it/s]
 72%|███████▏  | 2270/3134 [00:10<00:03, 221.18it/s]
 73%|███████▎  | 2293/3134 [00:10<00:03, 220.24it/s]
 74%|███████▍  | 2316/3134 [00:10<00:03, 220.23it/s]
 75%|███████▍  | 2339/3134 [00:10<00:03, 221.98it/s]
 75%|███████▌  | 2366/3134 [00:10<00:03, 233.99it/s]
 76%|███████▋  | 2390/3134 [00:10<00:03, 233.14it/s]
 77%|███████▋  | 2414/3134 [00:10<00:03, 233.56it/s]
 78%|███████▊  | 2438/3134 [00:11<00:03, 231.84it/s]
 79%|███████▊  | 2462/3134 [00:11<00:02, 232.76it/s]
 79%|███████▉  | 2486/3134 [00:11<00:02, 231.58it/s]
 80%|████████  | 2510/3134 [00:11<00:02, 231.38it/s]
 81%|████████  | 2534/3134 [00:11<00:02, 227.11it/s]
 82%|████████▏ | 2557/3134 [00:11<00:02, 220.09it/s]
 82%|████████▏ | 2580/3134 [00:11<00:02, 215.93it/s]
 83%|████████▎ | 2602/3134 [00:11<00:02, 212.16it/s]
 84%|████████▎ | 2624/3134 [00:11<00:02, 210.22it/s]
 84%|████████▍ | 2647/3134 [00:12<00:02, 214.74it/s]
 85%|████████▌ | 2669/3134 [00:12<00:02, 210.67it/s]
 86%|████████▌ | 2691/3134 [00:12<00:02, 207.56it/s]
 87%|████████▋ | 2712/3134 [00:12<00:02, 204.92it/s]
 87%|████████▋ | 2733/3134 [00:12<00:01, 204.18it/s]
 88%|████████▊ | 2754/3134 [00:12<00:01, 202.87it/s]
 89%|████████▊ | 2775/3134 [00:12<00:01, 202.48it/s]
 89%|████████▉ | 2796/3134 [00:12<00:01, 202.33it/s]
 90%|████████▉ | 2817/3134 [00:12<00:01, 203.49it/s]
 91%|█████████ | 2838/3134 [00:12<00:01, 203.09it/s]
 91%|█████████ | 2859/3134 [00:13<00:01, 202.94it/s]
 92%|█████████▏| 2880/3134 [00:13<00:01, 201.11it/s]
 93%|█████████▎| 2901/3134 [00:13<00:01, 200.71it/s]
 93%|█████████▎| 2922/3134 [00:13<00:01, 200.70it/s]
 94%|█████████▍| 2943/3134 [00:13<00:00, 200.37it/s]
 95%|█████████▍| 2964/3134 [00:13<00:00, 200.37it/s]
 95%|█████████▌| 2985/3134 [00:13<00:00, 199.40it/s]
 96%|█████████▌| 3006/3134 [00:13<00:00, 200.02it/s]
 97%|█████████▋| 3027/3134 [00:13<00:00, 199.61it/s]
 97%|█████████▋| 3048/3134 [00:14<00:00, 200.73it/s]
 98%|█████████▊| 3069/3134 [00:14<00:00, 201.31it/s]
 99%|█████████▊| 3090/3134 [00:14<00:00, 200.73it/s]
 99%|█████████▉| 3115/3134 [00:14<00:00, 213.98it/s]
100%|██████████| 3134/3134 [00:14<00:00, 216.32it/s]
INFO:Trainer:2024-11-05 17:53:45:mr: 3553.548
INFO:Trainer:2024-11-05 17:53:45:mrr: 0.232
INFO:Trainer:2024-11-05 17:53:45:hits@1: 0.021
INFO:Trainer:2024-11-05 17:53:45:hits@3: 0.411
INFO:Trainer:2024-11-05 17:53:45:hits@10: 0.529
INFO:Trainer:2024-11-05 17:53:45:mr_type: 2435.769
INFO:Trainer:2024-11-05 17:53:45:mrr_type: 0.279
INFO:Trainer:2024-11-05 17:53:45:hits@1_type: 0.064
INFO:Trainer:2024-11-05 17:53:45:hits@3_type: 0.472
INFO:Trainer:2024-11-05 17:53:45:hits@10_type: 0.562
wandb: - 0.014 MB of 0.014 MB uploaded
wandb: \ 0.014 MB of 0.014 MB uploaded
wandb: | 0.014 MB of 0.014 MB uploaded
wandb: / 0.014 MB of 0.014 MB uploaded
wandb: - 0.023 MB of 0.038 MB uploaded
wandb: \ 0.024 MB of 0.038 MB uploaded
wandb: | 0.031 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 ▁
wandb:       test/hits@1 ▁
wandb:      test/hits@10 ▁
wandb: test/hits@10_type ▁
wandb:  test/hits@1_type ▁
wandb:       test/hits@3 ▁
wandb:  test/hits@3_type ▁
wandb:           test/mr ▁
wandb:      test/mr_type ▁
wandb:          test/mrr ▁
wandb:     test/mrr_type ▁
wandb:       train/epoch ▁▂▄▅▇█
wandb:  train/train_loss █▂▁▁▁▁
wandb:         val/epoch ▁▂▃▅▆▇█
wandb:        val/hits@1 █▇▄▂▁▁▁
wandb:       val/hits@10 ▁▇█████
wandb:  val/hits@10_type ▁▇█████
wandb:   val/hits@1_type ▁██████
wandb:        val/hits@3 ▁▇█████
wandb:   val/hits@3_type ▁▆█████
wandb:            val/mr █▃▂▁▁▁▁
wandb:       val/mr_type █▃▂▁▁▁▁
wandb:           val/mrr ▁▇█████
wandb:      val/mrr_type ▁▆█████
wandb: 
wandb: Run summary:
wandb:          duration 990.90143
wandb:       test/hits@1 0.021
wandb:      test/hits@10 0.529
wandb: test/hits@10_type 0.562
wandb:  test/hits@1_type 0.064
wandb:       test/hits@3 0.411
wandb:  test/hits@3_type 0.472
wandb:           test/mr 3553.548
wandb:      test/mr_type 2435.769
wandb:          test/mrr 0.232
wandb:     test/mrr_type 0.279
wandb:       train/epoch 600
wandb:  train/train_loss 2.18678
wandb:         val/epoch 699
wandb:        val/hits@1 0.017
wandb:       val/hits@10 0.522
wandb:  val/hits@10_type 0.562
wandb:   val/hits@1_type 0.061
wandb:        val/hits@3 0.409
wandb:   val/hits@3_type 0.464
wandb:            val/mr 3481.515
wandb:       val/mr_type 2306.057
wandb:           val/mrr 0.226
wandb:      val/mrr_type 0.274
wandb: 
wandb: 🚀 View run TransE-WN18RR at: https://wandb.ai/3555028709/pybind11-ke/runs/ezeyia31
wandb: ⭐️ View project at: https://wandb.ai/3555028709/pybind11-ke
wandb: Synced 5 W&B file(s), 0 media file(s), 2 artifact file(s) and 0 other file(s)
wandb: Find logs at: ./wandb/run-20240511_173635-ezeyia31/logs
DEBUG:connectionpool:2024-11-05 17:53:55:Starting new HTTPS connection (1): o151352.ingest.sentry.io:443
DEBUG:connectionpool:2024-11-05 17:53:56:https://o151352.ingest.sentry.io:443 "POST /api/4504800232407040/envelope/ HTTP/1.1" 200 0