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result_LR2_batch128_dropout0.5.txt
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result_LR2_batch128_dropout0.5.txt
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All Root
| 论文 | 79.0 | 43.0 |
| 复现 | 75.71 | 47.96 |
emb_LR = 1e-3
LR = 1e-2
L2_reg = 0.001
batch_size = 256
emb_dim = 300
dropout = 0.5
(embedding后也加上dropout)
| epoch | Test Acc | Root Acc | Epoch Time |
| 0 | 0.7135 | 0.3769 | 5.0857 |
| 1 | 0.7252 | 0.4023 | 5.5722 |
| 2 | 0.7274 | 0.4032 | 5.5553 |
| 3 | 0.7268 | 0.3837 | 5.5942 |
| 4 | 0.7320 | 0.4389 | 5.4860 |
| 5 | 0.7333 | 0.4163 | 5.5586 |
| 6 | 0.7362 | 0.4367 | 5.5339 |
| 7 | 0.7355 | 0.4258 | 5.5283 |
| 8 | 0.7367 | 0.4140 | 5.4857 |
| 9 | 0.7371 | 0.4244 | 5.5235 |
| 10 | 0.7383 | 0.4231 | 5.5271 |
| 11 | 0.7387 | 0.4195 | 5.6076 |
| 12 | 0.7409 | 0.4462 | 5.4574 |
| 13 | 0.7408 | 0.4371 | 6.1837 |
| 14 | 0.7427 | 0.4412 | 5.4522 |
| 15 | 0.7440 | 0.4552 | 5.4827 |
| 16 | 0.7423 | 0.4416 | 5.4590 |
| 17 | 0.7425 | 0.4389 | 5.5082 |
| 18 | 0.7449 | 0.4498 | 5.5611 |
| 19 | 0.7450 | 0.4611 | 5.9990 |
| 20 | 0.7454 | 0.4525 | 6.1273 |
| 21 | 0.7456 | 0.4439 | 5.5813 |
| 22 | 0.7465 | 0.4670 | 5.4378 |
| 23 | 0.7470 | 0.4629 | 5.5019 |
| 24 | 0.7462 | 0.4466 | 5.5660 |
| 25 | 0.7476 | 0.4538 | 5.7549 |
| 26 | 0.7472 | 0.4471 | 5.5845 |
| 27 | 0.7482 | 0.4697 | 5.5695 |
| 28 | 0.7475 | 0.4615 | 5.4865 |
| 29 | 0.7477 | 0.4416 | 5.4782 |
| 30 | 0.7489 | 0.4656 | 5.5456 |
| 31 | 0.7502 | 0.4796 | 5.5128 |
| 32 | 0.7496 | 0.4701 | 5.5123 |
| 33 | 0.7509 | 0.4692 | 5.5547 |
| 34 | 0.7505 | 0.4624 | 5.5646 |
| 35 | 0.7517 | 0.4710 | 5.8722 |
| 36 | 0.7514 | 0.4593 | 5.5326 |
| 37 | 0.7509 | 0.4629 | 5.5859 |
| 38 | 0.7519 | 0.4638 | 5.4899 |
| 39 | 0.7508 | 0.4548 | 5.5971 |
| 40 | 0.7495 | 0.4380 | 5.4957 |
| 41 | 0.7521 | 0.4629 | 5.5795 |
| 42 | 0.7533 | 0.4787 | 5.6204 |
| 43 | 0.7537 | 0.4674 | 5.4966 |
| 44 | 0.7544 | 0.4706 | 5.4203 |
| 45 | 0.7546 | 0.4633 | 5.5708 |
| 46 | 0.7564 | 0.4733 | 5.5486 |
| 47 | 0.7564 | 0.4724 | 5.5176 |
| 48 | 0.7571 | 0.4665 | 5.5840 |
| 49 | 0.7568 | 0.4661 | 5.4541 |
BestAll_epoch_test: 48 BestAll_acc_test: 0.7571
BestRoot_epoch_test: 31 BestRoot_acc_test: 0.4796
Total time: 279.7169361114502