INFO:Trainer:2024-09-05 14:43:58:[cuda:1] Initialization completed, start model training.
INFO:Trainer:2024-09-05 14:51:54:[cuda:1] Epoch 100 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:01<04:52,  1.50s/it]
  2%|▏         | 3/196 [00:01<01:36,  2.01it/s]
  4%|▍         | 8/196 [00:01<00:28,  6.58it/s]
  7%|▋         | 14/196 [00:02<00:14, 12.83it/s]
 10%|█         | 20/196 [00:02<00:09, 19.41it/s]
 13%|█▎        | 26/196 [00:02<00:06, 25.92it/s]
 16%|█▋        | 32/196 [00:02<00:05, 31.98it/s]
 19%|█▉        | 38/196 [00:02<00:04, 37.29it/s]
 22%|██▏       | 44/196 [00:02<00:03, 41.70it/s]
 26%|██▌       | 50/196 [00:02<00:03, 45.13it/s]
 29%|██▊       | 56/196 [00:02<00:02, 47.89it/s]
 32%|███▏      | 62/196 [00:02<00:02, 46.23it/s]
 35%|███▍      | 68/196 [00:03<00:03, 41.45it/s]
 37%|███▋      | 73/196 [00:03<00:03, 40.94it/s]
 40%|███▉      | 78/196 [00:03<00:02, 41.44it/s]
 42%|████▏     | 83/196 [00:03<00:02, 39.38it/s]
 45%|████▍     | 88/196 [00:03<00:02, 38.65it/s]
 47%|████▋     | 93/196 [00:03<00:02, 39.78it/s]
 50%|█████     | 98/196 [00:03<00:02, 38.22it/s]
 52%|█████▏    | 102/196 [00:03<00:02, 38.01it/s]
 54%|█████▍    | 106/196 [00:04<00:02, 37.80it/s]
 57%|█████▋    | 111/196 [00:04<00:02, 39.31it/s]
 59%|█████▊    | 115/196 [00:04<00:02, 37.80it/s]
 61%|██████    | 119/196 [00:04<00:02, 37.57it/s]
 63%|██████▎   | 123/196 [00:04<00:01, 37.90it/s]
 65%|██████▍   | 127/196 [00:04<00:01, 35.66it/s]
 67%|██████▋   | 131/196 [00:04<00:01, 34.40it/s]
 69%|██████▉   | 135/196 [00:04<00:01, 33.33it/s]
 71%|███████   | 139/196 [00:05<00:01, 33.17it/s]
 73%|███████▎  | 143/196 [00:05<00:01, 33.90it/s]
 75%|███████▌  | 147/196 [00:05<00:01, 33.03it/s]
 77%|███████▋  | 151/196 [00:05<00:01, 32.32it/s]
 79%|███████▉  | 155/196 [00:05<00:01, 32.49it/s]
 81%|████████  | 159/196 [00:05<00:01, 32.83it/s]
 83%|████████▎ | 163/196 [00:05<00:00, 33.25it/s]
 85%|████████▌ | 167/196 [00:05<00:00, 32.22it/s]
 87%|████████▋ | 171/196 [00:06<00:00, 32.85it/s]
 89%|████████▉ | 175/196 [00:06<00:00, 33.85it/s]
 91%|█████████▏| 179/196 [00:06<00:00, 33.78it/s]
 93%|█████████▎| 183/196 [00:06<00:00, 33.73it/s]
 95%|█████████▌| 187/196 [00:06<00:00, 33.96it/s]
 97%|█████████▋| 191/196 [00:06<00:00, 34.41it/s]
 99%|█████████▉| 195/196 [00:06<00:00, 31.61it/s]
100%|██████████| 196/196 [00:06<00:00, 28.51it/s]
INFO:Trainer:2024-09-05 14:52:01:mr: 119.483
INFO:Trainer:2024-09-05 14:52:01:mrr: 0.4
INFO:Trainer:2024-09-05 14:52:01:hits@1: 0.264
INFO:Trainer:2024-09-05 14:52:01:hits@3: 0.476
INFO:Trainer:2024-09-05 14:52:01:hits@10: 0.653
INFO:Trainer:2024-09-05 14:52:01:mr_type: 50.725
INFO:Trainer:2024-09-05 14:52:01:mrr_type: 0.448
INFO:Trainer:2024-09-05 14:52:01:hits@1_type: 0.313
INFO:Trainer:2024-09-05 14:52:01:hits@3_type: 0.525
INFO:Trainer:2024-09-05 14:52:01:hits@10_type: 0.699
INFO:EarlyStopping:2024-09-05 14:52:01:Validation score improved (-inf --> 0.653000).  Saving model ...
INFO:Trainer:2024-09-05 14:52:01:[cuda:1] Epoch 100 | Training checkpoint saved at ../../checkpoint/transe-100.pth
INFO:Trainer:2024-09-05 14:52:01:[cuda:1] Epoch [ 100/1000] | Batchsize: 8192 | loss:  0.144880 | 4.75761 seconds/epoch
INFO:Trainer:2024-09-05 14:59:59:[cuda:1] Epoch 200 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:01<03:40,  1.13s/it]
  2%|▏         | 3/196 [00:01<01:04,  2.97it/s]
  4%|▍         | 8/196 [00:01<00:20,  9.31it/s]
  7%|▋         | 14/196 [00:01<00:10, 17.16it/s]
  9%|▉         | 18/196 [00:01<00:11, 15.75it/s]
 12%|█▏        | 23/196 [00:01<00:08, 21.21it/s]
 15%|█▍        | 29/196 [00:01<00:06, 27.62it/s]
 18%|█▊        | 35/196 [00:02<00:04, 33.46it/s]
 21%|██        | 41/196 [00:02<00:04, 38.68it/s]
 24%|██▍       | 47/196 [00:02<00:03, 42.82it/s]
 27%|██▋       | 53/196 [00:02<00:03, 41.93it/s]
 30%|██▉       | 58/196 [00:02<00:03, 35.98it/s]
 32%|███▏      | 63/196 [00:02<00:03, 36.69it/s]
 35%|███▍      | 68/196 [00:02<00:03, 35.27it/s]
 37%|███▋      | 72/196 [00:03<00:03, 34.09it/s]
 39%|███▉      | 76/196 [00:03<00:03, 33.14it/s]
 41%|████      | 80/196 [00:03<00:03, 32.70it/s]
 43%|████▎     | 84/196 [00:03<00:03, 32.50it/s]
 45%|████▍     | 88/196 [00:03<00:03, 32.13it/s]
 47%|████▋     | 92/196 [00:03<00:03, 31.66it/s]
 49%|████▉     | 96/196 [00:03<00:03, 32.79it/s]
 51%|█████     | 100/196 [00:03<00:02, 34.10it/s]
 53%|█████▎    | 104/196 [00:04<00:02, 34.87it/s]
 55%|█████▌    | 108/196 [00:04<00:02, 34.58it/s]
 57%|█████▋    | 112/196 [00:04<00:02, 33.60it/s]
 59%|█████▉    | 116/196 [00:04<00:02, 32.98it/s]
 61%|██████    | 120/196 [00:04<00:02, 32.44it/s]
 63%|██████▎   | 124/196 [00:04<00:02, 31.09it/s]
 65%|██████▌   | 128/196 [00:04<00:02, 31.79it/s]
 67%|██████▋   | 132/196 [00:04<00:02, 31.97it/s]
 69%|██████▉   | 136/196 [00:05<00:01, 31.69it/s]
 71%|███████▏  | 140/196 [00:05<00:01, 31.96it/s]
 73%|███████▎  | 144/196 [00:05<00:01, 33.13it/s]
 76%|███████▌  | 148/196 [00:05<00:01, 34.42it/s]
 78%|███████▊  | 152/196 [00:05<00:01, 34.97it/s]
 80%|███████▉  | 156/196 [00:05<00:01, 34.79it/s]
 82%|████████▏ | 160/196 [00:05<00:01, 34.94it/s]
 84%|████████▎ | 164/196 [00:05<00:00, 35.76it/s]
 86%|████████▌ | 168/196 [00:05<00:00, 36.46it/s]
 88%|████████▊ | 172/196 [00:06<00:00, 36.88it/s]
 90%|████████▉ | 176/196 [00:06<00:00, 37.21it/s]
 92%|█████████▏| 181/196 [00:06<00:00, 37.91it/s]
 94%|█████████▍| 185/196 [00:06<00:00, 37.96it/s]
 96%|█████████▋| 189/196 [00:06<00:00, 37.62it/s]
 98%|█████████▊| 193/196 [00:06<00:00, 38.19it/s]
100%|██████████| 196/196 [00:06<00:00, 28.86it/s]
INFO:Trainer:2024-09-05 15:00:06:mr: 117.284
INFO:Trainer:2024-09-05 15:00:06:mrr: 0.407
INFO:Trainer:2024-09-05 15:00:06:hits@1: 0.27
INFO:Trainer:2024-09-05 15:00:06:hits@3: 0.484
INFO:Trainer:2024-09-05 15:00:06:hits@10: 0.663
INFO:Trainer:2024-09-05 15:00:06:mr_type: 47.587
INFO:Trainer:2024-09-05 15:00:06:mrr_type: 0.456
INFO:Trainer:2024-09-05 15:00:06:hits@1_type: 0.32
INFO:Trainer:2024-09-05 15:00:06:hits@3_type: 0.534
INFO:Trainer:2024-09-05 15:00:06:hits@10_type: 0.709
INFO:EarlyStopping:2024-09-05 15:00:06:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-09-05 15:00:06:[cuda:1] Epoch 200 | Training checkpoint saved at ../../checkpoint/transe-200.pth
INFO:Trainer:2024-09-05 15:00:06:[cuda:1] Epoch [ 200/1000] | Batchsize: 8192 | loss:  0.183075 | 4.80650 seconds/epoch
INFO:Trainer:2024-09-05 15:08:04:[cuda:1] Epoch 300 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:01<03:46,  1.16s/it]
  2%|▏         | 4/196 [00:01<00:47,  4.04it/s]
  5%|▌         | 10/196 [00:01<00:16, 11.35it/s]
  8%|▊         | 16/196 [00:01<00:09, 18.92it/s]
 11%|█         | 21/196 [00:01<00:08, 19.67it/s]
 14%|█▍        | 27/196 [00:01<00:06, 26.27it/s]
 17%|█▋        | 33/196 [00:01<00:05, 32.48it/s]
 20%|█▉        | 39/196 [00:02<00:04, 38.06it/s]
 23%|██▎       | 45/196 [00:02<00:03, 42.70it/s]
 26%|██▌       | 51/196 [00:02<00:03, 46.15it/s]
 29%|██▉       | 57/196 [00:02<00:02, 49.11it/s]
 32%|███▏      | 63/196 [00:02<00:02, 47.73it/s]
 35%|███▌      | 69/196 [00:02<00:02, 44.56it/s]
 38%|███▊      | 74/196 [00:02<00:02, 42.96it/s]
 40%|████      | 79/196 [00:02<00:02, 41.62it/s]
 43%|████▎     | 84/196 [00:03<00:02, 40.39it/s]
 45%|████▌     | 89/196 [00:03<00:02, 40.49it/s]
 48%|████▊     | 94/196 [00:03<00:02, 39.64it/s]
 51%|█████     | 99/196 [00:03<00:02, 39.56it/s]
 53%|█████▎    | 104/196 [00:03<00:02, 40.01it/s]
 56%|█████▌    | 109/196 [00:03<00:02, 39.20it/s]
 58%|█████▊    | 113/196 [00:03<00:02, 39.14it/s]
 60%|█████▉    | 117/196 [00:03<00:02, 39.13it/s]
 62%|██████▏   | 122/196 [00:04<00:01, 39.25it/s]
 64%|██████▍   | 126/196 [00:04<00:01, 38.74it/s]
 66%|██████▋   | 130/196 [00:04<00:01, 39.02it/s]
 69%|██████▉   | 135/196 [00:04<00:01, 39.80it/s]
 71%|███████   | 139/196 [00:04<00:01, 39.16it/s]
 73%|███████▎  | 143/196 [00:04<00:01, 39.13it/s]
 75%|███████▌  | 147/196 [00:04<00:01, 38.69it/s]
 78%|███████▊  | 152/196 [00:04<00:01, 39.45it/s]
 80%|███████▉  | 156/196 [00:04<00:01, 38.87it/s]
 82%|████████▏ | 160/196 [00:04<00:00, 39.01it/s]
 84%|████████▎ | 164/196 [00:05<00:00, 38.91it/s]
 86%|████████▌ | 169/196 [00:05<00:00, 40.14it/s]
 89%|████████▉ | 174/196 [00:05<00:00, 40.28it/s]
 91%|█████████▏| 179/196 [00:05<00:00, 40.69it/s]
 94%|█████████▍| 184/196 [00:05<00:00, 41.74it/s]
 96%|█████████▋| 189/196 [00:05<00:00, 41.36it/s]
 99%|█████████▉| 194/196 [00:05<00:00, 40.79it/s]
100%|██████████| 196/196 [00:05<00:00, 32.94it/s]
INFO:Trainer:2024-09-05 15:08:10:mr: 118.728
INFO:Trainer:2024-09-05 15:08:10:mrr: 0.409
INFO:Trainer:2024-09-05 15:08:10:hits@1: 0.271
INFO:Trainer:2024-09-05 15:08:10:hits@3: 0.489
INFO:Trainer:2024-09-05 15:08:10:hits@10: 0.666
INFO:Trainer:2024-09-05 15:08:10:mr_type: 47.787
INFO:Trainer:2024-09-05 15:08:10:mrr_type: 0.458
INFO:Trainer:2024-09-05 15:08:10:hits@1_type: 0.321
INFO:Trainer:2024-09-05 15:08:10:hits@3_type: 0.538
INFO:Trainer:2024-09-05 15:08:10:hits@10_type: 0.713
INFO:EarlyStopping:2024-09-05 15:08:10:Validation score improved (0.653000 --> 0.666000).  Saving model ...
INFO:Trainer:2024-09-05 15:08:10:[cuda:1] Epoch 300 | Training checkpoint saved at ../../checkpoint/transe-300.pth
INFO:Trainer:2024-09-05 15:08:10:[cuda:1] Epoch [ 300/1000] | Batchsize: 8192 | loss:  0.189619 | 4.81899 seconds/epoch
INFO:Trainer:2024-09-05 15:16:22:[cuda:1] Epoch 400 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:00<02:31,  1.29it/s]
  2%|▏         | 3/196 [00:00<00:52,  3.69it/s]
  4%|▍         | 8/196 [00:01<00:16, 11.20it/s]
  7%|▋         | 14/196 [00:01<00:09, 20.09it/s]
  9%|▉         | 18/196 [00:01<00:08, 21.01it/s]
 12%|█▏        | 24/196 [00:01<00:06, 28.50it/s]
 15%|█▌        | 30/196 [00:01<00:04, 35.13it/s]
 18%|█▊        | 36/196 [00:01<00:03, 40.57it/s]
 21%|██▏       | 42/196 [00:01<00:03, 44.90it/s]
 24%|██▍       | 48/196 [00:01<00:03, 48.24it/s]
 28%|██▊       | 54/196 [00:01<00:02, 50.69it/s]
 31%|███       | 60/196 [00:02<00:02, 52.59it/s]
 34%|███▎      | 66/196 [00:02<00:02, 53.92it/s]
 37%|███▋      | 72/196 [00:02<00:02, 50.27it/s]
 40%|███▉      | 78/196 [00:02<00:02, 46.82it/s]
 42%|████▏     | 83/196 [00:02<00:02, 46.21it/s]
 45%|████▍     | 88/196 [00:02<00:02, 44.44it/s]
 47%|████▋     | 93/196 [00:02<00:02, 43.74it/s]
 50%|█████     | 98/196 [00:02<00:02, 43.92it/s]
 53%|█████▎    | 103/196 [00:03<00:02, 43.64it/s]
 55%|█████▌    | 108/196 [00:03<00:02, 42.67it/s]
 58%|█████▊    | 113/196 [00:03<00:02, 40.81it/s]
 60%|██████    | 118/196 [00:03<00:01, 39.51it/s]
 62%|██████▏   | 122/196 [00:03<00:01, 38.13it/s]
 64%|██████▍   | 126/196 [00:03<00:01, 37.29it/s]
 66%|██████▋   | 130/196 [00:03<00:01, 35.02it/s]
 69%|██████▉   | 135/196 [00:03<00:01, 38.76it/s]
 71%|███████▏  | 140/196 [00:04<00:01, 39.26it/s]
 74%|███████▍  | 145/196 [00:04<00:01, 40.14it/s]
 77%|███████▋  | 150/196 [00:04<00:01, 40.88it/s]
 79%|███████▉  | 155/196 [00:04<00:01, 40.84it/s]
 82%|████████▏ | 160/196 [00:04<00:00, 41.14it/s]
 84%|████████▍ | 165/196 [00:04<00:00, 42.00it/s]
 87%|████████▋ | 170/196 [00:04<00:00, 42.61it/s]
 89%|████████▉ | 175/196 [00:04<00:00, 43.05it/s]
 92%|█████████▏| 180/196 [00:04<00:00, 44.27it/s]
 94%|█████████▍| 185/196 [00:05<00:00, 44.09it/s]
 97%|█████████▋| 190/196 [00:05<00:00, 44.40it/s]
 99%|█████████▉| 195/196 [00:05<00:00, 44.30it/s]
100%|██████████| 196/196 [00:05<00:00, 36.11it/s]
INFO:Trainer:2024-09-05 15:16:27:mr: 90.097
INFO:Trainer:2024-09-05 15:16:27:mrr: 0.493
INFO:Trainer:2024-09-05 15:16:27:hits@1: 0.354
INFO:Trainer:2024-09-05 15:16:27:hits@3: 0.583
INFO:Trainer:2024-09-05 15:16:27:hits@10: 0.738
INFO:Trainer:2024-09-05 15:16:27:mr_type: 38.223
INFO:Trainer:2024-09-05 15:16:27:mrr_type: 0.537
INFO:Trainer:2024-09-05 15:16:27:hits@1_type: 0.4
INFO:Trainer:2024-09-05 15:16:27:hits@3_type: 0.627
INFO:Trainer:2024-09-05 15:16:27:hits@10_type: 0.777
INFO:EarlyStopping:2024-09-05 15:16:27:Validation score improved (0.666000 --> 0.738000).  Saving model ...
INFO:Trainer:2024-09-05 15:16:27:[cuda:1] Epoch 400 | Training checkpoint saved at ../../checkpoint/transe-400.pth
INFO:Trainer:2024-09-05 15:16:27:[cuda:1] Epoch [ 400/1000] | Batchsize: 8192 | loss:  0.115259 | 4.85891 seconds/epoch
INFO:Trainer:2024-09-05 15:24:40:[cuda:1] Epoch 500 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:00<02:13,  1.46it/s]
  2%|▏         | 3/196 [00:01<00:58,  3.31it/s]
  4%|▍         | 8/196 [00:01<00:18, 10.22it/s]
  7%|▋         | 14/196 [00:01<00:09, 18.63it/s]
  9%|▉         | 18/196 [00:01<00:09, 18.48it/s]
 12%|█▏        | 24/196 [00:01<00:06, 25.79it/s]
 15%|█▌        | 30/196 [00:01<00:05, 32.54it/s]
 18%|█▊        | 36/196 [00:01<00:04, 38.30it/s]
 21%|██▏       | 42/196 [00:01<00:03, 43.05it/s]
 24%|██▍       | 48/196 [00:01<00:03, 46.82it/s]
 28%|██▊       | 54/196 [00:02<00:03, 43.80it/s]
 30%|███       | 59/196 [00:02<00:03, 41.06it/s]
 33%|███▎      | 64/196 [00:02<00:03, 38.76it/s]
 35%|███▌      | 69/196 [00:02<00:03, 37.36it/s]
 37%|███▋      | 73/196 [00:02<00:03, 37.12it/s]
 39%|███▉      | 77/196 [00:02<00:03, 36.42it/s]
 41%|████▏     | 81/196 [00:02<00:03, 35.56it/s]
 43%|████▎     | 85/196 [00:03<00:03, 35.06it/s]
 46%|████▌     | 90/196 [00:03<00:02, 37.35it/s]
 48%|████▊     | 95/196 [00:03<00:02, 38.49it/s]
 51%|█████     | 100/196 [00:03<00:02, 39.17it/s]
 54%|█████▎    | 105/196 [00:03<00:02, 40.40it/s]
 56%|█████▌    | 110/196 [00:03<00:02, 40.54it/s]
 59%|█████▊    | 115/196 [00:03<00:02, 40.30it/s]
 61%|██████    | 120/196 [00:03<00:01, 41.06it/s]
 64%|██████▍   | 125/196 [00:03<00:01, 41.13it/s]
 66%|██████▋   | 130/196 [00:04<00:01, 40.89it/s]
 69%|██████▉   | 135/196 [00:04<00:01, 41.24it/s]
 71%|███████▏  | 140/196 [00:04<00:01, 41.34it/s]
 74%|███████▍  | 145/196 [00:04<00:01, 40.83it/s]
 77%|███████▋  | 150/196 [00:04<00:01, 41.14it/s]
 79%|███████▉  | 155/196 [00:04<00:00, 41.48it/s]
 82%|████████▏ | 160/196 [00:04<00:00, 41.25it/s]
 84%|████████▍ | 165/196 [00:04<00:00, 41.11it/s]
 87%|████████▋ | 170/196 [00:05<00:00, 42.43it/s]
 89%|████████▉ | 175/196 [00:05<00:00, 42.83it/s]
 92%|█████████▏| 180/196 [00:05<00:00, 43.44it/s]
 94%|█████████▍| 185/196 [00:05<00:00, 44.42it/s]
 97%|█████████▋| 190/196 [00:05<00:00, 44.50it/s]
 99%|█████████▉| 195/196 [00:05<00:00, 43.65it/s]
100%|██████████| 196/196 [00:05<00:00, 34.01it/s]
INFO:Trainer:2024-09-05 15:24:46:mr: 91.159
INFO:Trainer:2024-09-05 15:24:46:mrr: 0.504
INFO:Trainer:2024-09-05 15:24:46:hits@1: 0.366
INFO:Trainer:2024-09-05 15:24:46:hits@3: 0.595
INFO:Trainer:2024-09-05 15:24:46:hits@10: 0.748
INFO:Trainer:2024-09-05 15:24:46:mr_type: 37.418
INFO:Trainer:2024-09-05 15:24:46:mrr_type: 0.549
INFO:Trainer:2024-09-05 15:24:46:hits@1_type: 0.413
INFO:Trainer:2024-09-05 15:24:46:hits@3_type: 0.64
INFO:Trainer:2024-09-05 15:24:46:hits@10_type: 0.785
INFO:EarlyStopping:2024-09-05 15:24:46:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-09-05 15:24:46:[cuda:1] Epoch 500 | Training checkpoint saved at ../../checkpoint/transe-500.pth
INFO:Trainer:2024-09-05 15:24:46:[cuda:1] Epoch [ 500/1000] | Batchsize: 8192 | loss:  0.094679 | 4.88398 seconds/epoch
INFO:Trainer:2024-09-05 15:32:57:[cuda:1] Epoch 600 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:01<03:28,  1.07s/it]
  2%|▏         | 3/196 [00:01<01:01,  3.12it/s]
  3%|▎         | 5/196 [00:01<00:40,  4.72it/s]
  5%|▌         | 10/196 [00:01<00:16, 11.38it/s]
  8%|▊         | 16/196 [00:01<00:09, 19.47it/s]
 11%|█         | 22/196 [00:01<00:06, 26.88it/s]
 14%|█▍        | 28/196 [00:01<00:05, 33.44it/s]
 17%|█▋        | 34/196 [00:01<00:04, 38.42it/s]
 20%|██        | 40/196 [00:02<00:03, 42.77it/s]
 23%|██▎       | 46/196 [00:02<00:03, 46.17it/s]
 27%|██▋       | 52/196 [00:02<00:02, 48.33it/s]
 30%|██▉       | 58/196 [00:02<00:02, 50.31it/s]
 33%|███▎      | 64/196 [00:02<00:02, 51.56it/s]
 36%|███▌      | 70/196 [00:02<00:02, 52.44it/s]
 39%|███▉      | 76/196 [00:02<00:02, 53.37it/s]
 42%|████▏     | 82/196 [00:02<00:02, 52.31it/s]
 45%|████▍     | 88/196 [00:02<00:02, 48.68it/s]
 47%|████▋     | 93/196 [00:03<00:02, 46.33it/s]
 50%|█████     | 98/196 [00:03<00:02, 45.59it/s]
 53%|█████▎    | 103/196 [00:03<00:02, 44.96it/s]
 55%|█████▌    | 108/196 [00:03<00:02, 43.77it/s]
 58%|█████▊    | 113/196 [00:03<00:01, 43.48it/s]
 60%|██████    | 118/196 [00:03<00:01, 42.88it/s]
 63%|██████▎   | 123/196 [00:03<00:01, 42.82it/s]
 65%|██████▌   | 128/196 [00:03<00:01, 42.68it/s]
 68%|██████▊   | 133/196 [00:04<00:01, 42.51it/s]
 70%|███████   | 138/196 [00:04<00:01, 42.54it/s]
 73%|███████▎  | 143/196 [00:04<00:01, 42.20it/s]
 76%|███████▌  | 148/196 [00:04<00:01, 42.37it/s]
 78%|███████▊  | 153/196 [00:04<00:01, 41.54it/s]
 81%|████████  | 158/196 [00:04<00:00, 41.11it/s]
 83%|████████▎ | 163/196 [00:04<00:00, 41.86it/s]
 86%|████████▌ | 168/196 [00:04<00:00, 42.45it/s]
 88%|████████▊ | 173/196 [00:04<00:00, 43.24it/s]
 91%|█████████ | 178/196 [00:05<00:00, 44.28it/s]
 93%|█████████▎| 183/196 [00:05<00:00, 44.73it/s]
 96%|█████████▌| 188/196 [00:05<00:00, 44.92it/s]
 98%|█████████▊| 193/196 [00:05<00:00, 45.60it/s]
100%|██████████| 196/196 [00:05<00:00, 34.94it/s]
INFO:Trainer:2024-09-05 15:33:02:mr: 90.46
INFO:Trainer:2024-09-05 15:33:02:mrr: 0.507
INFO:Trainer:2024-09-05 15:33:02:hits@1: 0.37
INFO:Trainer:2024-09-05 15:33:02:hits@3: 0.599
INFO:Trainer:2024-09-05 15:33:02:hits@10: 0.749
INFO:Trainer:2024-09-05 15:33:02:mr_type: 36.925
INFO:Trainer:2024-09-05 15:33:02:mrr_type: 0.553
INFO:Trainer:2024-09-05 15:33:02:hits@1_type: 0.418
INFO:Trainer:2024-09-05 15:33:02:hits@3_type: 0.644
INFO:Trainer:2024-09-05 15:33:02:hits@10_type: 0.788
INFO:EarlyStopping:2024-09-05 15:33:02:Validation score improved (0.738000 --> 0.749000).  Saving model ...
INFO:Trainer:2024-09-05 15:33:02:[cuda:1] Epoch 600 | Training checkpoint saved at ../../checkpoint/transe-600.pth
INFO:Trainer:2024-09-05 15:33:02:[cuda:1] Epoch [ 600/1000] | Batchsize: 8192 | loss:  0.085483 | 4.89772 seconds/epoch
INFO:Trainer:2024-09-05 15:41:20:[cuda:1] Epoch 700 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:01<03:19,  1.02s/it]
  2%|▏         | 3/196 [00:01<01:00,  3.20it/s]
  3%|▎         | 5/196 [00:01<00:43,  4.41it/s]
  6%|▌         | 11/196 [00:01<00:15, 11.86it/s]
  9%|▊         | 17/196 [00:01<00:09, 19.17it/s]
 11%|█         | 22/196 [00:01<00:07, 24.48it/s]
 14%|█▍        | 28/196 [00:01<00:05, 31.22it/s]
 17%|█▋        | 34/196 [00:02<00:04, 36.90it/s]
 20%|██        | 40/196 [00:02<00:03, 41.61it/s]
 23%|██▎       | 46/196 [00:02<00:03, 45.20it/s]
 27%|██▋       | 52/196 [00:02<00:03, 47.56it/s]
 30%|██▉       | 58/196 [00:02<00:03, 42.49it/s]
 32%|███▏      | 63/196 [00:02<00:03, 39.70it/s]
 35%|███▍      | 68/196 [00:02<00:03, 38.56it/s]
 37%|███▋      | 73/196 [00:02<00:03, 37.68it/s]
 39%|███▉      | 77/196 [00:03<00:03, 36.71it/s]
 41%|████▏     | 81/196 [00:03<00:03, 35.88it/s]
 43%|████▎     | 85/196 [00:03<00:03, 35.78it/s]
 45%|████▌     | 89/196 [00:03<00:03, 35.63it/s]
 47%|████▋     | 93/196 [00:03<00:02, 36.64it/s]
 50%|█████     | 98/196 [00:03<00:02, 37.99it/s]
 53%|█████▎    | 103/196 [00:03<00:02, 39.91it/s]
 55%|█████▌    | 108/196 [00:03<00:02, 40.03it/s]
 58%|█████▊    | 113/196 [00:03<00:02, 40.11it/s]
 60%|██████    | 118/196 [00:04<00:01, 40.91it/s]
 63%|██████▎   | 123/196 [00:04<00:01, 40.84it/s]
 65%|██████▌   | 128/196 [00:04<00:01, 40.78it/s]
 68%|██████▊   | 133/196 [00:04<00:01, 41.50it/s]
 70%|███████   | 138/196 [00:04<00:01, 41.57it/s]
 73%|███████▎  | 143/196 [00:04<00:01, 41.04it/s]
 76%|███████▌  | 148/196 [00:04<00:01, 41.48it/s]
 78%|███████▊  | 153/196 [00:04<00:01, 41.26it/s]
 81%|████████  | 158/196 [00:05<00:00, 40.97it/s]
 83%|████████▎ | 163/196 [00:05<00:00, 41.00it/s]
 86%|████████▌ | 168/196 [00:05<00:00, 41.92it/s]
 88%|████████▊ | 173/196 [00:05<00:00, 42.65it/s]
 91%|█████████ | 178/196 [00:05<00:00, 43.10it/s]
 93%|█████████▎| 183/196 [00:05<00:00, 44.02it/s]
 96%|█████████▌| 188/196 [00:05<00:00, 44.18it/s]
 98%|█████████▊| 193/196 [00:05<00:00, 44.30it/s]
100%|██████████| 196/196 [00:06<00:00, 32.46it/s]
INFO:Trainer:2024-09-05 15:41:26:mr: 85.478
INFO:Trainer:2024-09-05 15:41:26:mrr: 0.521
INFO:Trainer:2024-09-05 15:41:26:hits@1: 0.384
INFO:Trainer:2024-09-05 15:41:26:hits@3: 0.613
INFO:Trainer:2024-09-05 15:41:26:hits@10: 0.757
INFO:Trainer:2024-09-05 15:41:26:mr_type: 36.021
INFO:Trainer:2024-09-05 15:41:26:mrr_type: 0.565
INFO:Trainer:2024-09-05 15:41:26:hits@1_type: 0.431
INFO:Trainer:2024-09-05 15:41:26:hits@3_type: 0.658
INFO:Trainer:2024-09-05 15:41:26:hits@10_type: 0.795
INFO:EarlyStopping:2024-09-05 15:41:26:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-09-05 15:41:26:[cuda:1] Epoch 700 | Training checkpoint saved at ../../checkpoint/transe-700.pth
INFO:Trainer:2024-09-05 15:41:26:[cuda:1] Epoch [ 700/1000] | Batchsize: 8192 | loss:  0.076829 | 4.91747 seconds/epoch
INFO:Trainer:2024-09-05 15:49:26:[cuda:1] Epoch 800 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:00<02:21,  1.38it/s]
  1%|          | 2/196 [00:00<01:24,  2.30it/s]
  2%|▏         | 3/196 [00:01<00:57,  3.38it/s]
  4%|▍         | 8/196 [00:01<00:16, 11.72it/s]
  7%|▋         | 14/196 [00:01<00:08, 21.15it/s]
  9%|▉         | 18/196 [00:01<00:08, 20.45it/s]
 12%|█▏        | 24/196 [00:01<00:06, 28.00it/s]
 15%|█▌        | 30/196 [00:01<00:04, 34.71it/s]
 18%|█▊        | 36/196 [00:01<00:03, 40.09it/s]
 21%|██▏       | 42/196 [00:01<00:03, 44.54it/s]
 24%|██▍       | 48/196 [00:02<00:03, 47.90it/s]
 28%|██▊       | 54/196 [00:02<00:02, 50.50it/s]
 31%|███       | 60/196 [00:02<00:02, 52.38it/s]
 34%|███▎      | 66/196 [00:02<00:02, 53.71it/s]
 37%|███▋      | 72/196 [00:02<00:02, 54.69it/s]
 40%|███▉      | 78/196 [00:02<00:02, 53.59it/s]
 43%|████▎     | 84/196 [00:02<00:02, 50.67it/s]
 46%|████▌     | 90/196 [00:02<00:02, 48.56it/s]
 48%|████▊     | 95/196 [00:02<00:02, 46.77it/s]
 51%|█████     | 100/196 [00:03<00:02, 46.07it/s]
 54%|█████▎    | 105/196 [00:03<00:01, 45.56it/s]
 56%|█████▌    | 110/196 [00:03<00:01, 44.49it/s]
 59%|█████▊    | 115/196 [00:03<00:01, 44.57it/s]
 61%|██████    | 120/196 [00:03<00:01, 44.79it/s]
 64%|██████▍   | 125/196 [00:03<00:01, 44.25it/s]
 66%|██████▋   | 130/196 [00:03<00:01, 43.82it/s]
 69%|██████▉   | 135/196 [00:03<00:01, 44.30it/s]
 71%|███████▏  | 140/196 [00:03<00:01, 43.96it/s]
 74%|███████▍  | 145/196 [00:04<00:01, 43.78it/s]
 77%|███████▋  | 150/196 [00:04<00:01, 44.37it/s]
 79%|███████▉  | 155/196 [00:04<00:00, 44.25it/s]
 82%|████████▏ | 160/196 [00:04<00:00, 43.49it/s]
 84%|████████▍ | 165/196 [00:04<00:00, 44.34it/s]
 87%|████████▋ | 170/196 [00:04<00:00, 44.90it/s]
 89%|████████▉ | 175/196 [00:04<00:00, 45.22it/s]
 92%|█████████▏| 180/196 [00:04<00:00, 46.29it/s]
 94%|█████████▍| 185/196 [00:04<00:00, 46.94it/s]
 97%|█████████▋| 190/196 [00:05<00:00, 46.11it/s]
 99%|█████████▉| 195/196 [00:05<00:00, 45.63it/s]
100%|██████████| 196/196 [00:05<00:00, 36.72it/s]
INFO:Trainer:2024-09-05 15:49:31:mr: 83.885
INFO:Trainer:2024-09-05 15:49:31:mrr: 0.529
INFO:Trainer:2024-09-05 15:49:31:hits@1: 0.394
INFO:Trainer:2024-09-05 15:49:31:hits@3: 0.622
INFO:Trainer:2024-09-05 15:49:31:hits@10: 0.763
INFO:Trainer:2024-09-05 15:49:31:mr_type: 35.345
INFO:Trainer:2024-09-05 15:49:31:mrr_type: 0.573
INFO:Trainer:2024-09-05 15:49:31:hits@1_type: 0.441
INFO:Trainer:2024-09-05 15:49:31:hits@3_type: 0.666
INFO:Trainer:2024-09-05 15:49:31:hits@10_type: 0.8
INFO:EarlyStopping:2024-09-05 15:49:31:Validation score improved (0.749000 --> 0.763000).  Saving model ...
INFO:Trainer:2024-09-05 15:49:31:[cuda:1] Epoch 800 | Training checkpoint saved at ../../checkpoint/transe-800.pth
INFO:Trainer:2024-09-05 15:49:31:[cuda:1] Epoch [ 800/1000] | Batchsize: 8192 | loss:  0.073365 | 4.90931 seconds/epoch
INFO:Trainer:2024-09-05 15:57:37:[cuda:1] Epoch 900 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:00<02:19,  1.39it/s]
  1%|          | 2/196 [00:00<01:16,  2.55it/s]
  2%|▏         | 3/196 [00:01<01:16,  2.52it/s]
  4%|▍         | 8/196 [00:01<00:20,  9.18it/s]
  7%|▋         | 14/196 [00:01<00:10, 17.41it/s]
 10%|▉         | 19/196 [00:01<00:07, 22.51it/s]
 13%|█▎        | 25/196 [00:01<00:05, 29.92it/s]
 16%|█▌        | 31/196 [00:01<00:04, 36.22it/s]
 19%|█▉        | 37/196 [00:01<00:03, 41.46it/s]
 22%|██▏       | 43/196 [00:02<00:03, 45.59it/s]
 25%|██▌       | 49/196 [00:02<00:03, 48.67it/s]
 28%|██▊       | 55/196 [00:02<00:03, 42.66it/s]
 31%|███       | 60/196 [00:02<00:03, 42.55it/s]
 33%|███▎      | 65/196 [00:02<00:03, 41.45it/s]
 36%|███▌      | 70/196 [00:02<00:03, 40.69it/s]
 38%|███▊      | 75/196 [00:02<00:02, 40.83it/s]
 41%|████      | 80/196 [00:02<00:02, 40.59it/s]
 43%|████▎     | 85/196 [00:03<00:02, 40.17it/s]
 46%|████▌     | 90/196 [00:03<00:02, 40.28it/s]
 48%|████▊     | 95/196 [00:03<00:02, 40.66it/s]
 51%|█████     | 100/196 [00:03<00:02, 39.94it/s]
 54%|█████▎    | 105/196 [00:03<00:02, 40.21it/s]
 56%|█████▌    | 110/196 [00:03<00:02, 40.55it/s]
 59%|█████▊    | 115/196 [00:03<00:02, 40.09it/s]
 61%|██████    | 120/196 [00:03<00:01, 38.70it/s]
 64%|██████▍   | 125/196 [00:04<00:01, 40.83it/s]
 66%|██████▋   | 130/196 [00:04<00:01, 39.99it/s]
 69%|██████▉   | 135/196 [00:04<00:01, 39.76it/s]
 71%|███████▏  | 140/196 [00:04<00:01, 40.72it/s]
 74%|███████▍  | 145/196 [00:04<00:01, 40.13it/s]
 77%|███████▋  | 150/196 [00:04<00:01, 39.80it/s]
 79%|███████▊  | 154/196 [00:04<00:01, 34.80it/s]
 82%|████████▏ | 160/196 [00:04<00:00, 40.25it/s]
 84%|████████▍ | 165/196 [00:05<00:00, 38.21it/s]
 87%|████████▋ | 170/196 [00:05<00:00, 39.15it/s]
 89%|████████▉ | 175/196 [00:05<00:00, 40.83it/s]
 92%|█████████▏| 180/196 [00:05<00:00, 40.66it/s]
 95%|█████████▍| 186/196 [00:05<00:00, 44.02it/s]
 97%|█████████▋| 191/196 [00:05<00:00, 39.46it/s]
100%|██████████| 196/196 [00:05<00:00, 33.00it/s]
INFO:Trainer:2024-09-05 15:57:43:mr: 83.381
INFO:Trainer:2024-09-05 15:57:43:mrr: 0.532
INFO:Trainer:2024-09-05 15:57:43:hits@1: 0.397
INFO:Trainer:2024-09-05 15:57:43:hits@3: 0.624
INFO:Trainer:2024-09-05 15:57:43:hits@10: 0.765
INFO:Trainer:2024-09-05 15:57:43:mr_type: 35.11
INFO:Trainer:2024-09-05 15:57:43:mrr_type: 0.577
INFO:Trainer:2024-09-05 15:57:43:hits@1_type: 0.445
INFO:Trainer:2024-09-05 15:57:43:hits@3_type: 0.669
INFO:Trainer:2024-09-05 15:57:43:hits@10_type: 0.802
INFO:EarlyStopping:2024-09-05 15:57:43:EarlyStopping counter: 1 / 2
INFO:Trainer:2024-09-05 15:57:43:[cuda:1] Epoch 900 | Training checkpoint saved at ../../checkpoint/transe-900.pth
INFO:Trainer:2024-09-05 15:57:43:[cuda:1] Epoch [ 900/1000] | Batchsize: 8192 | loss:  0.071352 | 4.91030 seconds/epoch
INFO:Trainer:2024-09-05 16:05:46:[cuda:1] Epoch 1000 | The model starts evaluation on the validation set.

  0%|          | 0/196 [00:00<?, ?it/s]
  1%|          | 1/196 [00:00<02:23,  1.35it/s]
  2%|▏         | 3/196 [00:01<00:57,  3.38it/s]
  4%|▎         | 7/196 [00:01<00:21,  8.80it/s]
  7%|▋         | 13/196 [00:01<00:10, 17.60it/s]
  9%|▉         | 18/196 [00:01<00:09, 18.99it/s]
 12%|█▏        | 24/196 [00:01<00:06, 25.87it/s]
 15%|█▌        | 30/196 [00:01<00:05, 32.50it/s]
 18%|█▊        | 36/196 [00:01<00:04, 38.14it/s]
 21%|██▏       | 42/196 [00:01<00:03, 42.73it/s]
 24%|██▍       | 48/196 [00:02<00:03, 46.44it/s]
 28%|██▊       | 54/196 [00:02<00:02, 49.32it/s]
 31%|███       | 60/196 [00:02<00:02, 51.26it/s]
 34%|███▎      | 66/196 [00:02<00:02, 47.37it/s]
 37%|███▋      | 72/196 [00:02<00:02, 42.78it/s]
 39%|███▉      | 77/196 [00:02<00:02, 40.57it/s]
 42%|████▏     | 82/196 [00:02<00:02, 39.04it/s]
 44%|████▍     | 87/196 [00:02<00:02, 37.55it/s]
 46%|████▋     | 91/196 [00:03<00:02, 36.61it/s]
 48%|████▊     | 95/196 [00:03<00:02, 36.27it/s]
 51%|█████     | 100/196 [00:03<00:02, 37.66it/s]
 53%|█████▎    | 104/196 [00:03<00:02, 36.92it/s]
 56%|█████▌    | 109/196 [00:03<00:02, 38.32it/s]
 58%|█████▊    | 113/196 [00:03<00:02, 38.32it/s]
 60%|█████▉    | 117/196 [00:03<00:02, 36.53it/s]
 62%|██████▏   | 121/196 [00:03<00:02, 36.34it/s]
 64%|██████▍   | 125/196 [00:04<00:01, 35.95it/s]
 66%|██████▌   | 129/196 [00:04<00:01, 35.68it/s]
 68%|██████▊   | 133/196 [00:04<00:01, 35.39it/s]
 70%|██████▉   | 137/196 [00:04<00:01, 35.56it/s]
 72%|███████▏  | 141/196 [00:04<00:01, 35.29it/s]
 74%|███████▍  | 145/196 [00:04<00:01, 30.37it/s]
 77%|███████▋  | 151/196 [00:04<00:01, 36.54it/s]
 80%|███████▉  | 156/196 [00:04<00:01, 39.93it/s]
 82%|████████▏ | 161/196 [00:04<00:00, 40.35it/s]
 85%|████████▍ | 166/196 [00:05<00:00, 40.44it/s]
 87%|████████▋ | 171/196 [00:05<00:00, 38.42it/s]
 89%|████████▉ | 175/196 [00:05<00:00, 38.47it/s]
 92%|█████████▏| 180/196 [00:05<00:00, 40.15it/s]
 94%|█████████▍| 185/196 [00:05<00:00, 41.78it/s]
 97%|█████████▋| 190/196 [00:05<00:00, 42.36it/s]
 99%|█████████▉| 195/196 [00:05<00:00, 42.17it/s]
100%|██████████| 196/196 [00:05<00:00, 33.03it/s]
INFO:Trainer:2024-09-05 16:05:52:mr: 82.824
INFO:Trainer:2024-09-05 16:05:52:mrr: 0.535
INFO:Trainer:2024-09-05 16:05:52:hits@1: 0.4
INFO:Trainer:2024-09-05 16:05:52:hits@3: 0.627
INFO:Trainer:2024-09-05 16:05:52:hits@10: 0.766
INFO:Trainer:2024-09-05 16:05:52:mr_type: 34.9
INFO:Trainer:2024-09-05 16:05:52:mrr_type: 0.578
INFO:Trainer:2024-09-05 16:05:52:hits@1_type: 0.447
INFO:Trainer:2024-09-05 16:05:52:hits@3_type: 0.671
INFO:Trainer:2024-09-05 16:05:52:hits@10_type: 0.803
INFO:EarlyStopping:2024-09-05 16:05:52:EarlyStopping counter: 2 / 2
INFO:Trainer:2024-09-05 16:05:52:[cuda:1] Send an early stopping signal
INFO:Trainer:2024-09-05 16:05:52:[cuda:1] The model training is completed, taking a total of 4908.28733 seconds.
INFO:Trainer:2024-09-05 16:05:52:[cuda:1] Model saved at ../../checkpoint/transe.pth.
INFO:Trainer:2024-09-05 16:05:52:[cuda:1] The model starts evaluating in the test set.

  0%|          | 0/231 [00:00<?, ?it/s]
  0%|          | 1/231 [00:00<03:20,  1.15it/s]
  1%|          | 2/231 [00:01<01:41,  2.26it/s]
  1%|▏         | 3/231 [00:01<01:14,  3.04it/s]
  3%|▎         | 8/231 [00:01<00:20, 10.76it/s]
  6%|▌         | 14/231 [00:01<00:10, 19.78it/s]
  8%|▊         | 18/231 [00:01<00:10, 21.26it/s]
 10%|█         | 24/231 [00:01<00:07, 28.73it/s]
 13%|█▎        | 30/231 [00:01<00:05, 35.14it/s]
 16%|█▌        | 36/231 [00:01<00:04, 40.26it/s]
 18%|█▊        | 42/231 [00:02<00:04, 44.32it/s]
 21%|██        | 48/231 [00:02<00:03, 47.40it/s]
 23%|██▎       | 54/231 [00:02<00:03, 49.64it/s]
 26%|██▌       | 60/231 [00:02<00:03, 51.38it/s]
 29%|██▊       | 66/231 [00:02<00:03, 52.68it/s]
 31%|███       | 72/231 [00:02<00:03, 48.39it/s]
 34%|███▍      | 78/231 [00:02<00:03, 45.36it/s]
 36%|███▌      | 83/231 [00:02<00:03, 44.14it/s]
 38%|███▊      | 88/231 [00:02<00:03, 42.76it/s]
 40%|████      | 93/231 [00:03<00:03, 42.34it/s]
 42%|████▏     | 98/231 [00:03<00:03, 41.88it/s]
 45%|████▍     | 103/231 [00:03<00:03, 41.44it/s]
 47%|████▋     | 108/231 [00:03<00:03, 40.83it/s]
 49%|████▉     | 113/231 [00:03<00:02, 40.89it/s]
 51%|█████     | 118/231 [00:03<00:02, 40.87it/s]
 53%|█████▎    | 123/231 [00:03<00:02, 40.56it/s]
 55%|█████▌    | 128/231 [00:03<00:02, 40.37it/s]
 58%|█████▊    | 133/231 [00:04<00:02, 40.41it/s]
 60%|█████▉    | 138/231 [00:04<00:02, 40.26it/s]
 62%|██████▏   | 143/231 [00:04<00:02, 40.25it/s]
 64%|██████▍   | 148/231 [00:04<00:02, 40.74it/s]
 66%|██████▌   | 153/231 [00:04<00:01, 40.57it/s]
 68%|██████▊   | 158/231 [00:04<00:01, 40.28it/s]
 71%|███████   | 163/231 [00:04<00:01, 40.28it/s]
 73%|███████▎  | 168/231 [00:04<00:01, 40.34it/s]
 75%|███████▍  | 173/231 [00:05<00:01, 40.13it/s]
 77%|███████▋  | 178/231 [00:05<00:01, 40.45it/s]
 79%|███████▉  | 183/231 [00:05<00:01, 40.62it/s]
 81%|████████▏ | 188/231 [00:05<00:01, 40.30it/s]
 84%|████████▎ | 193/231 [00:05<00:00, 40.22it/s]
 86%|████████▌ | 198/231 [00:05<00:00, 40.36it/s]
 88%|████████▊ | 203/231 [00:05<00:00, 40.46it/s]
 90%|█████████ | 208/231 [00:05<00:00, 41.55it/s]
 92%|█████████▏| 213/231 [00:06<00:00, 42.44it/s]
 94%|█████████▍| 218/231 [00:06<00:00, 42.92it/s]
 97%|█████████▋| 223/231 [00:06<00:00, 43.07it/s]
 99%|█████████▊| 228/231 [00:06<00:00, 43.56it/s]
100%|██████████| 231/231 [00:06<00:00, 35.09it/s]
INFO:Trainer:2024-09-05 16:05:59:mr: 83.368
INFO:Trainer:2024-09-05 16:05:59:mrr: 0.534
INFO:Trainer:2024-09-05 16:05:59:hits@1: 0.4
INFO:Trainer:2024-09-05 16:05:59:hits@3: 0.626
INFO:Trainer:2024-09-05 16:05:59:hits@10: 0.766
INFO:Trainer:2024-09-05 16:05:59:mr_type: 34.827
INFO:Trainer:2024-09-05 16:05:59:mrr_type: 0.578
INFO:Trainer:2024-09-05 16:05:59:hits@1_type: 0.447
INFO:Trainer:2024-09-05 16:05:59:hits@3_type: 0.67
INFO:Trainer:2024-09-05 16:05:59:hits@10_type: 0.803