Task 3403812
| Name | ParityModified-1608176449-19034-2_0 |
| Workunit | 1656210 |
| Created | 23 Dec 2020, 23:15:51 UTC |
| Sent | 24 Dec 2020, 17:57:10 UTC |
| Report deadline | 31 Dec 2020, 17:57:10 UTC |
| Received | 29 Dec 2020, 2:18:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 860 |
| Run time | 1 hours 56 min 36 sec |
| CPU time | 1 hours 54 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,218.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> [2020-12-29 14:04:06 main:574] : INFO : Epoch 1626 | loss: 0.0311545 | val_loss: 0.031165 | Time: 3129.99 ms [2020-12-29 14:04:09 main:574] : INFO : Epoch 1627 | loss: 0.0311562 | val_loss: 0.0311635 | Time: 3125.63 ms [2020-12-29 14:04:13 main:574] : INFO : Epoch 1628 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 3115.18 ms [2020-12-29 14:04:16 main:574] : INFO : Epoch 1629 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 3121.73 ms [2020-12-29 14:04:19 main:574] : INFO : Epoch 1630 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 3129.77 ms [2020-12-29 14:04:22 main:574] : INFO : Epoch 1631 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 3113.56 ms [2020-12-29 14:04:25 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311678 | Time: 3129.01 ms [2020-12-29 14:04:28 main:574] : INFO : Epoch 1633 | loss: 0.0311578 | val_loss: 0.0311625 | Time: 3121.13 ms [2020-12-29 14:04:31 main:574] : INFO : Epoch 1634 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 3126.08 ms [2020-12-29 14:04:35 main:574] : INFO : Epoch 1635 | loss: 0.0311574 | val_loss: 0.0311616 | Time: 3140.91 ms [2020-12-29 14:04:38 main:574] : INFO : Epoch 1636 | loss: 0.0311556 | val_loss: 0.0311628 | Time: 3110.45 ms [2020-12-29 14:04:41 main:574] : INFO : Epoch 1637 | loss: 0.0311573 | val_loss: 0.0311636 | Time: 3138.96 ms [2020-12-29 14:04:44 main:574] : INFO : Epoch 1638 | loss: 0.0311558 | val_loss: 0.0311616 | Time: 3134.41 ms [2020-12-29 14:04:47 main:574] : INFO : Epoch 1639 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 3126.25 ms [2020-12-29 14:04:50 main:574] : INFO : Epoch 1640 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 3128.96 ms [2020-12-29 14:04:53 main:574] : INFO : Epoch 1641 | loss: 0.0311568 | val_loss: 0.0311739 | Time: 3134.99 ms [2020-12-29 14:04:57 main:574] : INFO : Epoch 1642 | loss: 0.0311581 | val_loss: 0.0311644 | Time: 3122.28 ms [2020-12-29 14:05:00 main:574] : INFO : Epoch 1643 | loss: 0.0311573 | val_loss: 0.0311627 | Time: 3119.2 ms [2020-12-29 14:05:03 main:574] : INFO : Epoch 1644 | loss: 0.0311588 | val_loss: 0.0311623 | Time: 3127.76 ms [2020-12-29 14:05:06 main:574] : INFO : Epoch 1645 | loss: 0.0311535 | val_loss: 0.0311619 | Time: 3123.69 ms [2020-12-29 14:05:09 main:574] : INFO : Epoch 1646 | loss: 0.0311529 | val_loss: 0.0311643 | Time: 3136.57 ms [2020-12-29 14:05:12 main:574] : INFO : Epoch 1647 | loss: 0.0311537 | val_loss: 0.031166 | Time: 3135.29 ms [2020-12-29 14:05:15 main:574] : INFO : Epoch 1648 | loss: 0.0311546 | val_loss: 0.0311613 | Time: 3108.09 ms [2020-12-29 14:05:19 main:574] : INFO : Epoch 1649 | loss: 0.031154 | val_loss: 0.0311635 | Time: 3124.05 ms [2020-12-29 14:05:22 main:574] : INFO : Epoch 1650 | loss: 0.0311533 | val_loss: 0.0311607 | Time: 3136.24 ms [2020-12-29 14:05:25 main:574] : INFO : Epoch 1651 | loss: 0.0311542 | val_loss: 0.0311617 | Time: 3116.5 ms [2020-12-29 14:05:28 main:574] : INFO : Epoch 1652 | loss: 0.0311567 | val_loss: 0.0311678 | Time: 3131.03 ms [2020-12-29 14:05:31 main:574] : INFO : Epoch 1653 | loss: 0.0311608 | val_loss: 0.0311697 | Time: 3125.64 ms [2020-12-29 14:05:34 main:574] : INFO : Epoch 1654 | loss: 0.031163 | val_loss: 0.0311697 | Time: 3123 ms [2020-12-29 14:05:37 main:574] : INFO : Epoch 1655 | loss: 0.0311564 | val_loss: 0.0311617 | Time: 3115.23 ms [2020-12-29 14:05:40 main:574] : INFO : Epoch 1656 | loss: 0.0311548 | val_loss: 0.0311629 | Time: 3115.86 ms [2020-12-29 14:05:44 main:574] : INFO : Epoch 1657 | loss: 0.0311574 | val_loss: 0.0311612 | Time: 3124.39 ms [2020-12-29 14:05:47 main:574] : INFO : Epoch 1658 | loss: 0.0311587 | val_loss: 0.0311799 | Time: 3131.46 ms [2020-12-29 14:05:50 main:574] : INFO : Epoch 1659 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 3121.08 ms [2020-12-29 14:05:53 main:574] : INFO : Epoch 1660 | loss: 0.0311588 | val_loss: 0.0311607 | Time: 3137.34 ms [2020-12-29 14:05:56 main:574] : INFO : Epoch 1661 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 3134.66 ms [2020-12-29 14:05:59 main:574] : INFO : Epoch 1662 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 3124.94 ms [2020-12-29 14:06:02 main:574] : INFO : Epoch 1663 | loss: 0.0311526 | val_loss: 0.031162 | Time: 3115 ms [2020-12-29 14:06:06 main:574] : INFO : Epoch 1664 | loss: 0.0311526 | val_loss: 0.0311617 | Time: 3131.58 ms [2020-12-29 14:06:09 main:574] : INFO : Epoch 1665 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 3142.04 ms [2020-12-29 14:06:12 main:574] : INFO : Epoch 1666 | loss: 0.0311525 | val_loss: 0.0311596 | Time: 3123.98 ms [2020-12-29 14:06:15 main:574] : INFO : Epoch 1667 | loss: 0.0311518 | val_loss: 0.0311587 | Time: 3134.65 ms [2020-12-29 14:06:18 main:574] : INFO : Epoch 1668 | loss: 0.0311514 | val_loss: 0.0311617 | Time: 3124.99 ms [2020-12-29 14:06:21 main:574] : INFO : Epoch 1669 | loss: 0.0311517 | val_loss: 0.031165 | Time: 3129.92 ms [2020-12-29 14:06:24 main:574] : INFO : Epoch 1670 | loss: 0.031152 | val_loss: 0.0311634 | Time: 3116.84 ms [2020-12-29 14:06:28 main:574] : INFO : Epoch 1671 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 3117.13 ms [2020-12-29 14:06:31 main:574] : INFO : Epoch 1672 | loss: 0.031153 | val_loss: 0.0311621 | Time: 3131.34 ms [2020-12-29 14:06:34 main:574] : INFO : Epoch 1673 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 3128.28 ms [2020-12-29 14:06:37 main:574] : INFO : Epoch 1674 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 3123.48 ms [2020-12-29 14:06:40 main:574] : INFO : Epoch 1675 | loss: 0.0311534 | val_loss: 0.0311601 | Time: 3147.71 ms [2020-12-29 14:06:43 main:574] : INFO : Epoch 1676 | loss: 0.0311542 | val_loss: 0.0311634 | Time: 3142.51 ms [2020-12-29 14:06:46 main:574] : INFO : Epoch 1677 | loss: 0.0311538 | val_loss: 0.0311595 | Time: 3122.98 ms [2020-12-29 14:06:50 main:574] : INFO : Epoch 1678 | loss: 0.0311532 | val_loss: 0.0311582 | Time: 3146.51 ms [2020-12-29 14:06:53 main:574] : INFO : Epoch 1679 | loss: 0.031154 | val_loss: 0.0311625 | Time: 3127.66 ms [2020-12-29 14:06:56 main:574] : INFO : Epoch 1680 | loss: 0.0311557 | val_loss: 0.031162 | Time: 3115.97 ms [2020-12-29 14:06:59 main:574] : INFO : Epoch 1681 | loss: 0.0311531 | val_loss: 0.0311598 | Time: 3131.84 ms [2020-12-29 14:07:02 main:574] : INFO : Epoch 1682 | loss: 0.031154 | val_loss: 0.0311625 | Time: 3130.39 ms [2020-12-29 14:07:05 main:574] : INFO : Epoch 1683 | loss: 0.0311541 | val_loss: 0.0311619 | Time: 3130.66 ms [2020-12-29 14:07:08 main:574] : INFO : Epoch 1684 | loss: 0.0311575 | val_loss: 0.0311638 | Time: 3114.83 ms [2020-12-29 14:07:12 main:574] : INFO : Epoch 1685 | loss: 0.0311635 | val_loss: 0.0311642 | Time: 3134.24 ms [2020-12-29 14:07:15 main:574] : INFO : Epoch 1686 | loss: 0.0311562 | val_loss: 0.0311605 | Time: 3143.66 ms [2020-12-29 14:07:18 main:574] : INFO : Epoch 1687 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 3112.35 ms [2020-12-29 14:07:21 main:574] : INFO : Epoch 1688 | loss: 0.0311539 | val_loss: 0.0311607 | Time: 3143.86 ms [2020-12-29 14:07:24 main:574] : INFO : Epoch 1689 | loss: 0.0311541 | val_loss: 0.0311596 | Time: 3133.65 ms [2020-12-29 14:07:27 main:574] : INFO : Epoch 1690 | loss: 0.0311555 | val_loss: 0.0311633 | Time: 3114.65 ms [2020-12-29 14:07:30 main:574] : INFO : Epoch 1691 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 3121.35 ms [2020-12-29 14:07:34 main:574] : INFO : Epoch 1692 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 3135 ms [2020-12-29 14:07:37 main:574] : INFO : Epoch 1693 | loss: 0.0311606 | val_loss: 0.0311747 | Time: 3137.95 ms [2020-12-29 14:07:40 main:574] : INFO : Epoch 1694 | loss: 0.0311613 | val_loss: 0.031168 | Time: 3135.48 ms [2020-12-29 14:07:43 main:574] : INFO : Epoch 1695 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 3136.36 ms [2020-12-29 14:07:46 main:574] : INFO : Epoch 1696 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 3152.62 ms [2020-12-29 14:07:49 main:574] : INFO : Epoch 1697 | loss: 0.0311526 | val_loss: 0.031163 | Time: 3122.33 ms [2020-12-29 14:07:52 main:574] : INFO : Epoch 1698 | loss: 0.0311537 | val_loss: 0.0311601 | Time: 3120.67 ms [2020-12-29 14:07:56 main:574] : INFO : Epoch 1699 | loss: 0.0311556 | val_loss: 0.0311608 | Time: 3109.85 ms [2020-12-29 14:07:59 main:574] : INFO : Epoch 1700 | loss: 0.0311518 | val_loss: 0.0311591 | Time: 3134.53 ms [2020-12-29 14:08:02 main:574] : INFO : Epoch 1701 | loss: 0.0311503 | val_loss: 0.031157 | Time: 3124.57 ms [2020-12-29 14:08:05 main:574] : INFO : Epoch 1702 | loss: 0.0311497 | val_loss: 0.0311557 | Time: 3118.26 ms [2020-12-29 14:08:08 main:574] : INFO : Epoch 1703 | loss: 0.0311478 | val_loss: 0.0311553 | Time: 3136.41 ms [2020-12-29 14:08:11 main:574] : INFO : Epoch 1704 | loss: 0.0311483 | val_loss: 0.0311618 | Time: 3131.83 ms [2020-12-29 14:08:14 main:574] : INFO : Epoch 1705 | loss: 0.0311478 | val_loss: 0.0311562 | Time: 3132.84 ms [2020-12-29 14:08:18 main:574] : INFO : Epoch 1706 | loss: 0.0311463 | val_loss: 0.0311566 | Time: 3140.15 ms [2020-12-29 14:08:21 main:574] : INFO : Epoch 1707 | loss: 0.0311517 | val_loss: 0.0311609 | Time: 3129.18 ms [2020-12-29 14:08:24 main:574] : INFO : Epoch 1708 | loss: 0.0311486 | val_loss: 0.0311591 | Time: 3105.97 ms [2020-12-29 14:08:27 main:574] : INFO : Epoch 1709 | loss: 0.0311465 | val_loss: 0.0311536 | Time: 3133.73 ms [2020-12-29 14:08:30 main:574] : INFO : Epoch 1710 | loss: 0.0311447 | val_loss: 0.0311548 | Time: 3120.58 ms [2020-12-29 14:08:33 main:574] : INFO : Epoch 1711 | loss: 0.031146 | val_loss: 0.0311619 | Time: 3121.59 ms [2020-12-29 14:08:36 main:574] : INFO : Epoch 1712 | loss: 0.0311455 | val_loss: 0.0311533 | Time: 3116.14 ms [2020-12-29 14:08:40 main:574] : INFO : Epoch 1713 | loss: 0.0311445 | val_loss: 0.0311548 | Time: 3128.04 ms [2020-12-29 14:08:43 main:574] : INFO : Epoch 1714 | loss: 0.0311464 | val_loss: 0.0311586 | Time: 3137.06 ms [2020-12-29 14:08:46 main:574] : INFO : Epoch 1715 | loss: 0.0311466 | val_loss: 0.0311534 | Time: 3120.16 ms [2020-12-29 14:08:49 main:574] : INFO : Epoch 1716 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 3134.59 ms [2020-12-29 14:08:52 main:574] : INFO : Epoch 1717 | loss: 0.0311481 | val_loss: 0.0311596 | Time: 3144.13 ms [2020-12-29 14:08:55 main:574] : INFO : Epoch 1718 | loss: 0.0311473 | val_loss: 0.0311578 | Time: 3132.57 ms [2020-12-29 14:08:58 main:574] : INFO : Epoch 1719 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 3119.03 ms [2020-12-29 14:09:02 main:574] : INFO : Epoch 1720 | loss: 0.0311462 | val_loss: 0.031156 | Time: 3112.28 ms [2020-12-29 14:09:05 main:574] : INFO : Epoch 1721 | loss: 0.031145 | val_loss: 0.0311567 | Time: 3149.9 ms [2020-12-29 14:09:08 main:574] : INFO : Epoch 1722 | loss: 0.0311509 | val_loss: 0.0311565 | Time: 3122.29 ms [2020-12-29 14:09:11 main:574] : INFO : Epoch 1723 | loss: 0.031151 | val_loss: 0.0311669 | Time: 3131.18 ms [2020-12-29 14:09:14 main:574] : INFO : Epoch 1724 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 3130.57 ms [2020-12-29 14:09:17 main:574] : INFO : Epoch 1725 | loss: 0.0311503 | val_loss: 0.0311571 | Time: 3108.34 ms [2020-12-29 14:09:20 main:574] : INFO : Epoch 1726 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 3112.12 ms [2020-12-29 14:09:24 main:574] : INFO : Epoch 1727 | loss: 0.0311531 | val_loss: 0.0311598 | Time: 3135.65 ms [2020-12-29 14:09:27 main:574] : INFO : Epoch 1728 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 3127.9 ms [2020-12-29 14:09:30 main:574] : INFO : Epoch 1729 | loss: 0.0311506 | val_loss: 0.0311535 | Time: 3127.38 ms [2020-12-29 14:09:33 main:574] : INFO : Epoch 1730 | loss: 0.031149 | val_loss: 0.0311535 | Time: 3134.83 ms [2020-12-29 14:09:36 main:574] : INFO : Epoch 1731 | loss: 0.0311454 | val_loss: 0.0311529 | Time: 3130.04 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2020-12-29 14:59:01 main:435] : INFO : Set logging level to 1 [2020-12-29 14:59:01 main:441] : INFO : Running in BOINC Client mode [2020-12-29 14:59:01 main:444] : INFO : Resolving all filenames [2020-12-29 14:59:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-29 14:59:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176449-19034-2_0_r1863242562_1 (exists = 1) [2020-12-29 14:59:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176449-19034-2_0_r1863242562_0 (exists = 0) [2020-12-29 14:59:01 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176449-19034-2 (exists = 1) [2020-12-29 14:59:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-29 14:59:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-29 14:59:01 main:474] : INFO : Configuration: [2020-12-29 14:59:01 main:475] : INFO : Model type: GRU [2020-12-29 14:59:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-29 14:59:01 main:477] : INFO : Max Epochs: 2048 [2020-12-29 14:59:01 main:478] : INFO : Batch Size: 128 [2020-12-29 14:59:01 main:479] : INFO : Learning Rate: 0.01 [2020-12-29 14:59:01 main:480] : INFO : Patience: 10 [2020-12-29 14:59:01 main:481] : INFO : Hidden Width: 12 [2020-12-29 14:59:01 main:482] : INFO : # Recurrent Layers: 4 [2020-12-29 14:59:01 main:483] : INFO : # Backend Layers: 4 [2020-12-29 14:59:01 main:484] : INFO : # Threads: 1 [2020-12-29 14:59:01 main:486] : INFO : Preparing Dataset [2020-12-29 14:59:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-29 14:59:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-29 14:59:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-29 14:59:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-29 14:59:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-29 14:59:04 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-29 14:59:04 main:494] : INFO : Creating Model [2020-12-29 14:59:04 main:507] : INFO : Preparing config file [2020-12-29 14:59:04 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-29 14:59:04 main:512] : INFO : Loading config [2020-12-29 14:59:04 main:514] : INFO : Loading state [2020-12-29 14:59:04 main:559] : INFO : Loading DataLoader into Memory [2020-12-29 14:59:04 main:562] : INFO : Starting Training [2020-12-29 14:59:08 main:574] : INFO : Epoch 1678 | loss: 0.0314953 | val_loss: 0.0312637 | Time: 3385.7 ms [2020-12-29 14:59:11 main:574] : INFO : Epoch 1679 | loss: 0.0312177 | val_loss: 0.031176 | Time: 3110 ms [2020-12-29 14:59:14 main:574] : INFO : Epoch 1680 | loss: 0.0311646 | val_loss: 0.031164 | Time: 3097.23 ms [2020-12-29 14:59:17 main:574] : INFO : Epoch 1681 | loss: 0.0311574 | val_loss: 0.0311604 | Time: 3106.11 ms [2020-12-29 14:59:20 main:574] : INFO : Epoch 1682 | loss: 0.0311589 | val_loss: 0.0311643 | Time: 3113.76 ms [2020-12-29 14:59:23 main:574] : INFO : Epoch 1683 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 3102.85 ms [2020-12-29 14:59:27 main:574] : INFO : Epoch 1684 | loss: 0.0311546 | val_loss: 0.0311638 | Time: 3093.27 ms [2020-12-29 14:59:30 main:574] : INFO : Epoch 1685 | loss: 0.0311555 | val_loss: 0.0311616 | Time: 3093.19 ms [2020-12-29 14:59:33 main:574] : INFO : Epoch 1686 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 3103.12 ms [2020-12-29 14:59:36 main:574] : INFO : Epoch 1687 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 3097.57 ms [2020-12-29 14:59:39 main:574] : INFO : Epoch 1688 | loss: 0.0311541 | val_loss: 0.0311603 | Time: 3100.52 ms [2020-12-29 14:59:42 main:574] : INFO : Epoch 1689 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 3115.17 ms [2020-12-29 14:59:45 main:574] : INFO : Epoch 1690 | loss: 0.0311577 | val_loss: 0.0311646 | Time: 3098.62 ms [2020-12-29 14:59:48 main:574] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311619 | Time: 3112.84 ms [2020-12-29 14:59:51 main:574] : INFO : Epoch 1692 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 3104.34 ms [2020-12-29 14:59:55 main:574] : INFO : Epoch 1693 | loss: 0.0311549 | val_loss: 0.0311614 | Time: 3104.69 ms [2020-12-29 14:59:58 main:574] : INFO : Epoch 1694 | loss: 0.0311545 | val_loss: 0.0311623 | Time: 3107.14 ms [2020-12-29 15:00:01 main:574] : INFO : Epoch 1695 | loss: 0.0311565 | val_loss: 0.0311611 | Time: 3127.31 ms [2020-12-29 15:00:04 main:574] : INFO : Epoch 1696 | loss: 0.0311524 | val_loss: 0.0311626 | Time: 3100.96 ms [2020-12-29 15:00:07 main:574] : INFO : Epoch 1697 | loss: 0.0311515 | val_loss: 0.0311628 | Time: 3143.97 ms [2020-12-29 15:00:10 main:574] : INFO : Epoch 1698 | loss: 0.0311515 | val_loss: 0.0311584 | Time: 3146.49 ms [2020-12-29 15:00:13 main:574] : INFO : Epoch 1699 | loss: 0.031151 | val_loss: 0.0311662 | Time: 3141.05 ms [2020-12-29 15:00:17 main:574] : INFO : Epoch 1700 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 3141.58 ms [2020-12-29 15:00:20 main:574] : INFO : Epoch 1701 | loss: 0.0311559 | val_loss: 0.0311644 | Time: 3126.54 ms [2020-12-29 15:00:23 main:574] : INFO : Epoch 1702 | loss: 0.0311552 | val_loss: 0.0311613 | Time: 3119.31 ms [2020-12-29 15:00:26 main:574] : INFO : Epoch 1703 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 3146.66 ms [2020-12-29 15:00:29 main:574] : INFO : Epoch 1704 | loss: 0.0311489 | val_loss: 0.0311595 | Time: 3127.51 ms [2020-12-29 15:00:32 main:574] : INFO : Epoch 1705 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 3122.64 ms [2020-12-29 15:00:35 main:574] : INFO : Epoch 1706 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 3132.91 ms [2020-12-29 15:00:39 main:574] : INFO : Epoch 1707 | loss: 0.0311488 | val_loss: 0.03116 | Time: 3121.93 ms [2020-12-29 15:00:42 main:574] : INFO : Epoch 1708 | loss: 0.0311513 | val_loss: 0.0311744 | Time: 3132.19 ms [2020-12-29 15:00:45 main:574] : INFO : Epoch 1709 | loss: 0.0311547 | val_loss: 0.0311671 | Time: 3142.87 ms [2020-12-29 15:00:48 main:574] : INFO : Epoch 1710 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 3136.97 ms [2020-12-29 15:00:51 main:574] : INFO : Epoch 1711 | loss: 0.0311522 | val_loss: 0.03116 | Time: 3123.72 ms [2020-12-29 15:00:54 main:574] : INFO : Epoch 1712 | loss: 0.0311505 | val_loss: 0.0311587 | Time: 3136.68 ms [2020-12-29 15:00:57 main:574] : INFO : Epoch 1713 | loss: 0.0311561 | val_loss: 0.0311763 | Time: 3122.13 ms [2020-12-29 15:01:01 main:574] : INFO : Epoch 1714 | loss: 0.0311737 | val_loss: 0.0311737 | Time: 3124.14 ms [2020-12-29 15:01:04 main:574] : INFO : Epoch 1715 | loss: 0.0311716 | val_loss: 0.0311705 | Time: 3127.29 ms [2020-12-29 15:01:07 main:574] : INFO : Epoch 1716 | loss: 0.0311652 | val_loss: 0.0311633 | Time: 3119.24 ms [2020-12-29 15:01:10 main:574] : INFO : Epoch 1717 | loss: 0.031162 | val_loss: 0.0311648 | Time: 3113.11 ms [2020-12-29 15:01:13 main:574] : INFO : Epoch 1718 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 3131.6 ms [2020-12-29 15:01:16 main:574] : INFO : Epoch 1719 | loss: 0.0311648 | val_loss: 0.0311671 | Time: 3122.85 ms [2020-12-29 15:01:19 main:574] : INFO : Epoch 1720 | loss: 0.0311637 | val_loss: 0.0311641 | Time: 3134.6 ms [2020-12-29 15:01:23 main:574] : INFO : Epoch 1721 | loss: 0.0311651 | val_loss: 0.0311882 | Time: 3130.29 ms [2020-12-29 15:01:26 main:574] : INFO : Epoch 1722 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 3122.14 ms [2020-12-29 15:01:29 main:574] : INFO : Epoch 1723 | loss: 0.0311731 | val_loss: 0.0311882 | Time: 3100.66 ms [2020-12-29 15:01:32 main:574] : INFO : Epoch 1724 | loss: 0.0311846 | val_loss: 0.0311781 | Time: 3141.02 ms [2020-12-29 15:01:35 main:574] : INFO : Epoch 1725 | loss: 0.0311785 | val_loss: 0.0311743 | Time: 3114.53 ms [2020-12-29 15:01:38 main:574] : INFO : Epoch 1726 | loss: 0.0311748 | val_loss: 0.0311729 | Time: 3123.79 ms [2020-12-29 15:01:41 main:574] : INFO : Epoch 1727 | loss: 0.0311745 | val_loss: 0.0311719 | Time: 3140.16 ms [2020-12-29 15:01:44 main:574] : INFO : Epoch 1728 | loss: 0.0311759 | val_loss: 0.0311699 | Time: 3121.05 ms [2020-12-29 15:01:48 main:574] : INFO : Epoch 1729 | loss: 0.0311759 | val_loss: 0.0311756 | Time: 3119.4 ms [2020-12-29 15:01:51 main:574] : INFO : Epoch 1730 | loss: 0.0311792 | val_loss: 0.0311734 | Time: 3141.36 ms [2020-12-29 15:01:54 main:574] : INFO : Epoch 1731 | loss: 0.0311766 | val_loss: 0.0311726 | Time: 3115.74 ms [2020-12-29 15:01:57 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311753 | Time: 3113.72 ms [2020-12-29 15:02:00 main:574] : INFO : Epoch 1733 | loss: 0.0311746 | val_loss: 0.0311741 | Time: 3139.09 ms [2020-12-29 15:02:03 main:574] : INFO : Epoch 1734 | loss: 0.0311745 | val_loss: 0.0311718 | Time: 3127.09 ms [2020-12-29 15:02:06 main:574] : INFO : Epoch 1735 | loss: 0.0311703 | val_loss: 0.0311697 | Time: 3133.93 ms [2020-12-29 15:02:10 main:574] : INFO : Epoch 1736 | loss: 0.0311729 | val_loss: 0.0311675 | Time: 3141.59 ms [2020-12-29 15:02:13 main:574] : INFO : Epoch 1737 | loss: 0.0311695 | val_loss: 0.031168 | Time: 3118.52 ms [2020-12-29 15:02:16 main:574] : INFO : Epoch 1738 | loss: 0.0311703 | val_loss: 0.0311706 | Time: 3123.12 ms [2020-12-29 15:02:19 main:574] : INFO : Epoch 1739 | loss: 0.031171 | val_loss: 0.0311705 | Time: 3135.65 ms [2020-12-29 15:02:22 main:574] : INFO : Epoch 1740 | loss: 0.0311693 | val_loss: 0.031177 | Time: 3116.81 ms [2020-12-29 15:02:25 main:574] : INFO : Epoch 1741 | loss: 0.0311806 | val_loss: 0.0311748 | Time: 3118.89 ms [2020-12-29 15:02:28 main:574] : INFO : Epoch 1742 | loss: 0.031175 | val_loss: 0.0311771 | Time: 3148.64 ms [2020-12-29 15:02:32 main:574] : INFO : Epoch 1743 | loss: 0.031173 | val_loss: 0.031172 | Time: 3119.99 ms [2020-12-29 15:02:35 main:574] : INFO : Epoch 1744 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 3134.9 ms [2020-12-29 15:02:38 main:574] : INFO : Epoch 1745 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 3130.9 ms [2020-12-29 15:02:41 main:574] : INFO : Epoch 1746 | loss: 0.0311695 | val_loss: 0.0311701 | Time: 3105.64 ms [2020-12-29 15:02:44 main:574] : INFO : Epoch 1747 | loss: 0.0311674 | val_loss: 0.031173 | Time: 3132.81 ms [2020-12-29 15:02:47 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.0311698 | Time: 3135.97 ms [2020-12-29 15:02:50 main:574] : INFO : Epoch 1749 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 3119.39 ms [2020-12-29 15:02:54 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 3127.02 ms [2020-12-29 15:02:57 main:574] : INFO : Epoch 1751 | loss: 0.0311708 | val_loss: 0.03117 | Time: 3133.93 ms [2020-12-29 15:03:00 main:574] : INFO : Epoch 1752 | loss: 0.0311684 | val_loss: 0.0311704 | Time: 3122.6 ms [2020-12-29 15:03:03 main:574] : INFO : Epoch 1753 | loss: 0.0311686 | val_loss: 0.0311697 | Time: 3135.07 ms [2020-12-29 15:03:06 main:574] : INFO : Epoch 1754 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 3117.69 ms [2020-12-29 15:03:09 main:574] : INFO : Epoch 1755 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 3139.05 ms [2020-12-29 15:03:12 main:574] : INFO : Epoch 1756 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 3110.58 ms [2020-12-29 15:03:16 main:574] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311671 | Time: 3136.6 ms [2020-12-29 15:03:19 main:574] : INFO : Epoch 1758 | loss: 0.0311615 | val_loss: 0.0311631 | Time: 3158.09 ms [2020-12-29 15:03:22 main:574] : INFO : Epoch 1759 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 3169.27 ms [2020-12-29 15:03:25 main:574] : INFO : Epoch 1760 | loss: 0.0311605 | val_loss: 0.0311625 | Time: 3115.87 ms [2020-12-29 15:03:28 main:574] : INFO : Epoch 1761 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 3126.74 ms [2020-12-29 15:03:31 main:574] : INFO : Epoch 1762 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 3131.06 ms [2020-12-29 15:03:34 main:574] : INFO : Epoch 1763 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 3128.99 ms [2020-12-29 15:03:38 main:574] : INFO : Epoch 1764 | loss: 0.031162 | val_loss: 0.0311641 | Time: 3108.98 ms [2020-12-29 15:03:41 main:574] : INFO : Epoch 1765 | loss: 0.031161 | val_loss: 0.0311697 | Time: 3128.75 ms [2020-12-29 15:03:44 main:574] : INFO : Epoch 1766 | loss: 0.0311642 | val_loss: 0.0311628 | Time: 3139.94 ms [2020-12-29 15:03:47 main:574] : INFO : Epoch 1767 | loss: 0.03116 | val_loss: 0.0311668 | Time: 3123.01 ms [2020-12-29 15:03:50 main:574] : INFO : Epoch 1768 | loss: 0.0311612 | val_loss: 0.031161 | Time: 3142.96 ms [2020-12-29 15:03:53 main:574] : INFO : Epoch 1769 | loss: 0.03116 | val_loss: 0.0311672 | Time: 3129.66 ms [2020-12-29 15:03:56 main:574] : INFO : Epoch 1770 | loss: 0.031161 | val_loss: 0.0311612 | Time: 3128.27 ms [2020-12-29 15:04:00 main:574] : INFO : Epoch 1771 | loss: 0.0311556 | val_loss: 0.0311602 | Time: 3120.92 ms [2020-12-29 15:04:03 main:574] : INFO : Epoch 1772 | loss: 0.0311578 | val_loss: 0.0311605 | Time: 3119.57 ms [2020-12-29 15:04:06 main:574] : INFO : Epoch 1773 | loss: 0.0311587 | val_loss: 0.0311601 | Time: 3144.89 ms [2020-12-29 15:04:09 main:574] : INFO : Epoch 1774 | loss: 0.0311576 | val_loss: 0.0311613 | Time: 3129.19 ms [2020-12-29 15:04:12 main:574] : INFO : Epoch 1775 | loss: 0.0311547 | val_loss: 0.0311585 | Time: 3121.32 ms [2020-12-29 15:04:15 main:574] : INFO : Epoch 1776 | loss: 0.0311534 | val_loss: 0.0311585 | Time: 3123.2 ms [2020-12-29 15:04:18 main:574] : INFO : Epoch 1777 | loss: 0.0311536 | val_loss: 0.0311614 | Time: 3137.3 ms [2020-12-29 15:04:22 main:574] : INFO : Epoch 1778 | loss: 0.0311538 | val_loss: 0.031159 | Time: 3132.91 ms [2020-12-29 15:04:25 main:574] : INFO : Epoch 1779 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 3123.02 ms [2020-12-29 15:04:28 main:574] : INFO : Epoch 1780 | loss: 0.0311531 | val_loss: 0.0311579 | Time: 3128.18 ms [2020-12-29 15:04:31 main:574] : INFO : Epoch 1781 | loss: 0.0311529 | val_loss: 0.0311577 | Time: 3134.44 ms [2020-12-29 15:04:34 main:574] : INFO : Epoch 1782 | loss: 0.0311534 | val_loss: 0.0311618 | Time: 3118.99 ms [2020-12-29 15:04:37 main:574] : INFO : Epoch 1783 | loss: 0.0311544 | val_loss: 0.0311587 | Time: 3143.58 ms [2020-12-29 15:04:40 main:574] : INFO : Epoch 1784 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 3126.05 ms [2020-12-29 15:04:44 main:574] : INFO : Epoch 1785 | loss: 0.0311538 | val_loss: 0.0311618 | Time: 3124 ms [2020-12-29 15:04:47 main:574] : INFO : Epoch 1786 | loss: 0.0311522 | val_loss: 0.0311597 | Time: 3134.21 ms [2020-12-29 15:04:50 main:574] : INFO : Epoch 1787 | loss: 0.0311505 | val_loss: 0.031159 | Time: 3120.05 ms [2020-12-29 15:04:53 main:574] : INFO : Epoch 1788 | loss: 0.0311513 | val_loss: 0.0311583 | Time: 3130.42 ms [2020-12-29 15:04:56 main:574] : INFO : Epoch 1789 | loss: 0.0311527 | val_loss: 0.0311684 | Time: 3129.52 ms [2020-12-29 15:04:59 main:574] : INFO : Epoch 1790 | loss: 0.0311522 | val_loss: 0.0311569 | Time: 3129.75 ms [2020-12-29 15:05:02 main:574] : INFO : Epoch 1791 | loss: 0.0311501 | val_loss: 0.0311604 | Time: 3120.81 ms [2020-12-29 15:05:05 main:574] : INFO : Epoch 1792 | loss: 0.0311504 | val_loss: 0.0311588 | Time: 3120.31 ms [2020-12-29 15:05:09 main:574] : INFO : Epoch 1793 | loss: 0.0311513 | val_loss: 0.031166 | Time: 3135.51 ms [2020-12-29 15:05:12 main:574] : INFO : Epoch 1794 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 3135.43 ms [2020-12-29 15:05:15 main:574] : INFO : Epoch 1795 | loss: 0.031152 | val_loss: 0.03116 | Time: 3126.55 ms [2020-12-29 15:05:18 main:574] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.0311599 | Time: 3126.12 ms [2020-12-29 15:05:21 main:574] : INFO : Epoch 1797 | loss: 0.0311548 | val_loss: 0.0311592 | Time: 3127.04 ms [2020-12-29 15:05:24 main:574] : INFO : Epoch 1798 | loss: 0.0311537 | val_loss: 0.0311605 | Time: 3130.07 ms [2020-12-29 15:05:27 main:574] : INFO : Epoch 1799 | loss: 0.031153 | val_loss: 0.0311645 | Time: 3126.42 ms [2020-12-29 15:05:31 main:574] : INFO : Epoch 1800 | loss: 0.0311516 | val_loss: 0.0311602 | Time: 3121.04 ms [2020-12-29 15:05:34 main:574] : INFO : Epoch 1801 | loss: 0.0311504 | val_loss: 0.0311587 | Time: 3129.92 ms [2020-12-29 15:05:37 main:574] : INFO : Epoch 1802 | loss: 0.0311517 | val_loss: 0.0311591 | Time: 3115.1 ms [2020-12-29 15:05:40 main:574] : INFO : Epoch 1803 | loss: 0.0311547 | val_loss: 0.0311714 | Time: 3123.78 ms [2020-12-29 15:05:43 main:574] : INFO : Epoch 1804 | loss: 0.0311507 | val_loss: 0.0311599 | Time: 3127.82 ms [2020-12-29 15:05:46 main:574] : INFO : Epoch 1805 | loss: 0.031148 | val_loss: 0.0311597 | Time: 3122.4 ms [2020-12-29 15:05:49 main:574] : INFO : Epoch 1806 | loss: 0.0311493 | val_loss: 0.031162 | Time: 3129.6 ms [2020-12-29 15:05:53 main:574] : INFO : Epoch 1807 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 3153.15 ms [2020-12-29 15:05:56 main:574] : INFO : Epoch 1808 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 3127 ms [2020-12-29 15:05:59 main:574] : INFO : Epoch 1809 | loss: 0.0311491 | val_loss: 0.0311579 | Time: 3136.96 ms [2020-12-29 15:06:02 main:574] : INFO : Epoch 1810 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 3132.8 ms [2020-12-29 15:06:05 main:574] : INFO : Epoch 1811 | loss: 0.031149 | val_loss: 0.0311626 | Time: 3109.54 ms [2020-12-29 15:06:08 main:574] : INFO : Epoch 1812 | loss: 0.0311486 | val_loss: 0.0311582 | Time: 3126.49 ms [2020-12-29 15:06:11 main:574] : INFO : Epoch 1813 | loss: 0.0311514 | val_loss: 0.0311601 | Time: 3141.54 ms [2020-12-29 15:06:15 main:574] : INFO : Epoch 1814 | loss: 0.0311489 | val_loss: 0.0311596 | Time: 3133.85 ms [2020-12-29 15:06:18 main:574] : INFO : Epoch 1815 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 3143.47 ms [2020-12-29 15:06:21 main:574] : INFO : Epoch 1816 | loss: 0.0311469 | val_loss: 0.0311592 | Time: 3135.03 ms [2020-12-29 15:06:24 main:574] : INFO : Epoch 1817 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 3127.93 ms [2020-12-29 15:06:27 main:574] : INFO : Epoch 1818 | loss: 0.0311477 | val_loss: 0.0311591 | Time: 3138.13 ms [2020-12-29 15:06:30 main:574] : INFO : Epoch 1819 | loss: 0.031147 | val_loss: 0.0311589 | Time: 3135.34 ms [2020-12-29 15:06:33 main:574] : INFO : Epoch 1820 | loss: 0.0311472 | val_loss: 0.0311586 | Time: 3103.1 ms [2020-12-29 15:06:37 main:574] : INFO : Epoch 1821 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 3133.8 ms [2020-12-29 15:06:40 main:574] : INFO : Epoch 1822 | loss: 0.0311505 | val_loss: 0.0311589 | Time: 3124.54 ms [2020-12-29 15:06:43 main:574] : INFO : Epoch 1823 | loss: 0.0311491 | val_loss: 0.0311566 | Time: 3122.32 ms [2020-12-29 15:06:46 main:574] : INFO : Epoch 1824 | loss: 0.0311485 | val_loss: 0.0311571 | Time: 3128.63 ms [2020-12-29 15:06:49 main:574] : INFO : Epoch 1825 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 3145.68 ms [2020-12-29 15:06:52 main:574] : INFO : Epoch 1826 | loss: 0.0311477 | val_loss: 0.03116 | Time: 3128.44 ms [2020-12-29 15:06:55 main:574] : INFO : Epoch 1827 | loss: 0.0311504 | val_loss: 0.0311597 | Time: 3126.36 ms [2020-12-29 15:06:59 main:574] : INFO : Epoch 1828 | loss: 0.0311476 | val_loss: 0.031161 | Time: 3130.94 ms [2020-12-29 15:07:02 main:574] : INFO : Epoch 1829 | loss: 0.0311465 | val_loss: 0.0311586 | Time: 3136.73 ms [2020-12-29 15:07:05 main:574] : INFO : Epoch 1830 | loss: 0.031146 | val_loss: 0.0311611 | Time: 3135.01 ms [2020-12-29 15:07:08 main:574] : INFO : Epoch 1831 | loss: 0.0311478 | val_loss: 0.0311612 | Time: 3138.42 ms [2020-12-29 15:07:11 main:574] : INFO : Epoch 1832 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 3131.8 ms [2020-12-29 15:07:14 main:574] : INFO : Epoch 1833 | loss: 0.0311481 | val_loss: 0.03116 | Time: 3136.35 ms [2020-12-29 15:07:18 main:574] : INFO : Epoch 1834 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 3129.6 ms [2020-12-29 15:07:21 main:574] : INFO : Epoch 1835 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 3118.13 ms [2020-12-29 15:07:24 main:574] : INFO : Epoch 1836 | loss: 0.031148 | val_loss: 0.0311655 | Time: 3134.06 ms [2020-12-29 15:07:27 main:574] : INFO : Epoch 1837 | loss: 0.0311509 | val_loss: 0.0311653 | Time: 3126.91 ms [2020-12-29 15:07:30 main:574] : INFO : Epoch 1838 | loss: 0.031149 | val_loss: 0.031163 | Time: 3134.41 ms [2020-12-29 15:07:33 main:574] : INFO : Epoch 1839 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 3146.84 ms [2020-12-29 15:07:36 main:574] : INFO : Epoch 1840 | loss: 0.031146 | val_loss: 0.031162 | Time: 3138.46 ms [2020-12-29 15:07:40 main:574] : INFO : Epoch 1841 | loss: 0.0311448 | val_loss: 0.0311615 | Time: 3136.19 ms [2020-12-29 15:07:43 main:574] : INFO : Epoch 1842 | loss: 0.0311484 | val_loss: 0.0311618 | Time: 3150.09 ms [2020-12-29 15:07:46 main:574] : INFO : Epoch 1843 | loss: 0.0311529 | val_loss: 0.0311609 | Time: 3123 ms [2020-12-29 15:07:49 main:574] : INFO : Epoch 1844 | loss: 0.0311503 | val_loss: 0.031156 | Time: 3118.87 ms [2020-12-29 15:07:52 main:574] : INFO : Epoch 1845 | loss: 0.0311498 | val_loss: 0.0311574 | Time: 3145.85 ms [2020-12-29 15:07:55 main:574] : INFO : Epoch 1846 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 3122.35 ms [2020-12-29 15:07:58 main:574] : INFO : Epoch 1847 | loss: 0.031155 | val_loss: 0.0311686 | Time: 3118.19 ms [2020-12-29 15:08:02 main:574] : INFO : Epoch 1848 | loss: 0.0311515 | val_loss: 0.0311603 | Time: 3143.28 ms [2020-12-29 15:08:05 main:574] : INFO : Epoch 1849 | loss: 0.0311511 | val_loss: 0.031159 | Time: 3123.06 ms [2020-12-29 15:08:08 main:574] : INFO : Epoch 1850 | loss: 0.0311505 | val_loss: 0.0311587 | Time: 3151.47 ms [2020-12-29 15:08:11 main:574] : INFO : Epoch 1851 | loss: 0.03115 | val_loss: 0.0311599 | Time: 3138.66 ms [2020-12-29 15:08:14 main:574] : INFO : Epoch 1852 | loss: 0.0311498 | val_loss: 0.0311581 | Time: 3124.01 ms [2020-12-29 15:08:17 main:574] : INFO : Epoch 1853 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 3143.14 ms [2020-12-29 15:08:20 main:574] : INFO : Epoch 1854 | loss: 0.0311473 | val_loss: 0.0311557 | Time: 3136.59 ms [2020-12-29 15:08:24 main:574] : INFO : Epoch 1855 | loss: 0.0311489 | val_loss: 0.0311587 | Time: 3116.53 ms [2020-12-29 15:08:27 main:574] : INFO : Epoch 1856 | loss: 0.0311465 | val_loss: 0.0311554 | Time: 3127.72 ms [2020-12-29 15:08:30 main:574] : INFO : Epoch 1857 | loss: 0.0311455 | val_loss: 0.0311563 | Time: 3140.99 ms [2020-12-29 15:08:33 main:574] : INFO : Epoch 1858 | loss: 0.0311475 | val_loss: 0.0311558 | Time: 3117.4 ms [2020-12-29 15:08:36 main:574] : INFO : Epoch 1859 | loss: 0.0311473 | val_loss: 0.0311571 | Time: 3144.25 ms [2020-12-29 15:08:39 main:574] : INFO : Epoch 1860 | loss: 0.0311475 | val_loss: 0.0311581 | Time: 3099.56 ms [2020-12-29 15:08:42 main:574] : INFO : Epoch 1861 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 3141.54 ms [2020-12-29 15:08:46 main:574] : INFO : Epoch 1862 | loss: 0.0311461 | val_loss: 0.0311563 | Time: 3125.03 ms [2020-12-29 15:08:49 main:574] : INFO : Epoch 1863 | loss: 0.0311457 | val_loss: 0.0311571 | Time: 3120.09 ms [2020-12-29 15:08:52 main:574] : INFO : Epoch 1864 | loss: 0.0311464 | val_loss: 0.0311611 | Time: 3128.92 ms [2020-12-29 15:08:55 main:574] : INFO : Epoch 1865 | loss: 0.0311451 | val_loss: 0.0311581 | Time: 3132.55 ms [2020-12-29 15:08:58 main:574] : INFO : Epoch 1866 | loss: 0.0311447 | val_loss: 0.0311582 | Time: 3129.7 ms [2020-12-29 15:09:01 main:574] : INFO : Epoch 1867 | loss: 0.031143 | val_loss: 0.0311593 | Time: 3117.46 ms [2020-12-29 15:09:04 main:574] : INFO : Epoch 1868 | loss: 0.0311445 | val_loss: 0.0311577 | Time: 3124.28 ms [2020-12-29 15:09:08 main:574] : INFO : Epoch 1869 | loss: 0.031143 | val_loss: 0.0311573 | Time: 3135.84 ms [2020-12-29 15:09:11 main:574] : INFO : Epoch 1870 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 3145.36 ms [2020-12-29 15:09:14 main:574] : INFO : Epoch 1871 | loss: 0.0311516 | val_loss: 0.031158 | Time: 3128.05 ms [2020-12-29 15:09:17 main:574] : INFO : Epoch 1872 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 3122.54 ms [2020-12-29 15:09:20 main:574] : INFO : Epoch 1873 | loss: 0.031147 | val_loss: 0.0311614 | Time: 3135.31 ms [2020-12-29 15:09:23 main:574] : INFO : Epoch 1874 | loss: 0.0311475 | val_loss: 0.0311583 | Time: 3124.16 ms [2020-12-29 15:09:26 main:574] : INFO : Epoch 1875 | loss: 0.0311491 | val_loss: 0.0311588 | Time: 3160.34 ms [2020-12-29 15:09:30 main:574] : INFO : Epoch 1876 | loss: 0.0311503 | val_loss: 0.0311646 | Time: 3132.43 ms [2020-12-29 15:09:33 main:574] : INFO : Epoch 1877 | loss: 0.031153 | val_loss: 0.0311638 | Time: 3150.27 ms [2020-12-29 15:09:36 main:574] : INFO : Epoch 1878 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 3136.53 ms [2020-12-29 15:09:39 main:574] : INFO : Epoch 1879 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 3128.9 ms [2020-12-29 15:09:42 main:574] : INFO : Epoch 1880 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 3138.75 ms [2020-12-29 15:09:45 main:574] : INFO : Epoch 1881 | loss: 0.031148 | val_loss: 0.0311618 | Time: 3122.63 ms [2020-12-29 15:09:48 main:574] : INFO : Epoch 1882 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 3126.57 ms [2020-12-29 15:09:52 main:574] : INFO : Epoch 1883 | loss: 0.0311456 | val_loss: 0.0311625 | Time: 3117.81 ms [2020-12-29 15:09:55 main:574] : INFO : Epoch 1884 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 3128.38 ms [2020-12-29 15:09:58 main:574] : INFO : Epoch 1885 | loss: 0.0311453 | val_loss: 0.0311603 | Time: 3125.97 ms [2020-12-29 15:10:01 main:574] : INFO : Epoch 1886 | loss: 0.0311451 | val_loss: 0.0311603 | Time: 3142.06 ms [2020-12-29 15:10:04 main:574] : INFO : Epoch 1887 | loss: 0.0311447 | val_loss: 0.0311596 | Time: 3125.05 ms [2020-12-29 15:10:07 main:574] : INFO : Epoch 1888 | loss: 0.031145 | val_loss: 0.0311607 | Time: 3119.77 ms [2020-12-29 15:10:10 main:574] : INFO : Epoch 1889 | loss: 0.031143 | val_loss: 0.031158 | Time: 3146.66 ms [2020-12-29 15:10:14 main:574] : INFO : Epoch 1890 | loss: 0.0311426 | val_loss: 0.0311599 | Time: 3133.18 ms [2020-12-29 15:10:17 main:574] : INFO : Epoch 1891 | loss: 0.0311425 | val_loss: 0.0311581 | Time: 3126.09 ms [2020-12-29 15:10:20 main:574] : INFO : Epoch 1892 | loss: 0.031142 | val_loss: 0.0311593 | Time: 3138.41 ms [2020-12-29 15:10:23 main:574] : INFO : Epoch 1893 | loss: 0.0311416 | val_loss: 0.0311616 | Time: 3143.41 ms [2020-12-29 15:10:26 main:574] : INFO : Epoch 1894 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 3134.71 ms [2020-12-29 15:10:29 main:574] : INFO : Epoch 1895 | loss: 0.0311419 | val_loss: 0.0311623 | Time: 3131.32 ms [2020-12-29 15:10:32 main:574] : INFO : Epoch 1896 | loss: 0.0311432 | val_loss: 0.0311603 | Time: 3143.25 ms [2020-12-29 15:10:36 main:574] : INFO : Epoch 1897 | loss: 0.0311426 | val_loss: 0.0311612 | Time: 3114.16 ms [2020-12-29 15:10:39 main:574] : INFO : Epoch 1898 | loss: 0.0311411 | val_loss: 0.0311575 | Time: 3133.58 ms [2020-12-29 15:10:42 main:574] : INFO : Epoch 1899 | loss: 0.031141 | val_loss: 0.0311589 | Time: 3118.79 ms [2020-12-29 15:10:45 main:574] : INFO : Epoch 1900 | loss: 0.0311422 | val_loss: 0.0311614 | Time: 3110.92 ms [2020-12-29 15:10:48 main:574] : INFO : Epoch 1901 | loss: 0.0311413 | val_loss: 0.0311595 | Time: 3139.54 ms [2020-12-29 15:10:51 main:574] : INFO : Epoch 1902 | loss: 0.0311406 | val_loss: 0.031163 | Time: 3133.32 ms [2020-12-29 15:10:54 main:574] : INFO : Epoch 1903 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 3127.79 ms [2020-12-29 15:10:58 main:574] : INFO : Epoch 1904 | loss: 0.0311382 | val_loss: 0.0311594 | Time: 3126.5 ms [2020-12-29 15:11:01 main:574] : INFO : Epoch 1905 | loss: 0.0311382 | val_loss: 0.0311582 | Time: 3142.54 ms [2020-12-29 15:11:04 main:574] : INFO : Epoch 1906 | loss: 0.0311397 | val_loss: 0.0311595 | Time: 3134.18 ms [2020-12-29 15:11:07 main:574] : INFO : Epoch 1907 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 3132.31 ms [2020-12-29 15:11:10 main:574] : INFO : Epoch 1908 | loss: 0.0311409 | val_loss: 0.0311593 | Time: 3120.57 ms [2020-12-29 15:11:13 main:574] : INFO : Epoch 1909 | loss: 0.0311394 | val_loss: 0.031159 | Time: 3135.24 ms [2020-12-29 15:11:16 main:574] : INFO : Epoch 1910 | loss: 0.0311383 | val_loss: 0.031162 | Time: 3140.27 ms [2020-12-29 15:11:20 main:574] : INFO : Epoch 1911 | loss: 0.0311411 | val_loss: 0.0311594 | Time: 3132.63 ms [2020-12-29 15:11:23 main:574] : INFO : Epoch 1912 | loss: 0.0311417 | val_loss: 0.0311561 | Time: 3124.48 ms [2020-12-29 15:11:26 main:574] : INFO : Epoch 1913 | loss: 0.0311429 | val_loss: 0.0311573 | Time: 3138.75 ms [2020-12-29 15:11:29 main:574] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.031167 | Time: 3134.17 ms [2020-12-29 15:11:32 main:574] : INFO : Epoch 1915 | loss: 0.0311641 | val_loss: 0.0311626 | Time: 3128.68 ms [2020-12-29 15:11:35 main:574] : INFO : Epoch 1916 | loss: 0.0311606 | val_loss: 0.0311615 | Time: 3126.7 ms [2020-12-29 15:11:38 main:574] : INFO : Epoch 1917 | loss: 0.0311597 | val_loss: 0.0311628 | Time: 3128.42 ms [2020-12-29 15:11:42 main:574] : INFO : Epoch 1918 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 3132.39 ms [2020-12-29 15:11:45 main:574] : INFO : Epoch 1919 | loss: 0.031158 | val_loss: 0.0311634 | Time: 3136.71 ms [2020-12-29 15:11:48 main:574] : INFO : Epoch 1920 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 3122.8 ms [2020-12-29 15:11:51 main:574] : INFO : Epoch 1921 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 3140.92 ms [2020-12-29 15:11:54 main:574] : INFO : Epoch 1922 | loss: 0.0311555 | val_loss: 0.0311604 | Time: 3116.06 ms [2020-12-29 15:11:57 main:574] : INFO : Epoch 1923 | loss: 0.0311541 | val_loss: 0.0311588 | Time: 3135.33 ms [2020-12-29 15:12:00 main:574] : INFO : Epoch 1924 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 3133.81 ms [2020-12-29 15:12:04 main:574] : INFO : Epoch 1925 | loss: 0.0311575 | val_loss: 0.031162 | Time: 3131.01 ms [2020-12-29 15:12:07 main:574] : INFO : Epoch 1926 | loss: 0.0311529 | val_loss: 0.0311592 | Time: 3147.24 ms [2020-12-29 15:12:10 main:574] : INFO : Epoch 1927 | loss: 0.0311507 | val_loss: 0.0311629 | Time: 3145.21 ms [2020-12-29 15:12:13 main:574] : INFO : Epoch 1928 | loss: 0.0311519 | val_loss: 0.0311591 | Time: 3120.86 ms [2020-12-29 15:12:16 main:574] : INFO : Epoch 1929 | loss: 0.03115 | val_loss: 0.0311595 | Time: 3149.11 ms [2020-12-29 15:12:19 main:574] : INFO : Epoch 1930 | loss: 0.0311481 | val_loss: 0.0311599 | Time: 3127.97 ms [2020-12-29 15:12:23 main:574] : INFO : Epoch 1931 | loss: 0.0311481 | val_loss: 0.0311585 | Time: 3140.66 ms [2020-12-29 15:12:26 main:574] : INFO : Epoch 1932 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 3102.43 ms [2020-12-29 15:12:29 main:574] : INFO : Epoch 1933 | loss: 0.0311477 | val_loss: 0.0311575 | Time: 3136.54 ms [2020-12-29 15:12:32 main:574] : INFO : Epoch 1934 | loss: 0.0311466 | val_loss: 0.0311602 | Time: 3133.59 ms [2020-12-29 15:12:35 main:574] : INFO : Epoch 1935 | loss: 0.031147 | val_loss: 0.0311577 | Time: 3122.23 ms [2020-12-29 15:12:38 main:574] : INFO : Epoch 1936 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 3146.59 ms [2020-12-29 15:12:41 main:574] : INFO : Epoch 1937 | loss: 0.0311493 | val_loss: 0.0311575 | Time: 3143.79 ms [2020-12-29 15:12:45 main:574] : INFO : Epoch 1938 | loss: 0.0311466 | val_loss: 0.0311586 | Time: 3140.4 ms [2020-12-29 15:12:48 main:574] : INFO : Epoch 1939 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 3134.64 ms [2020-12-29 15:12:51 main:574] : INFO : Epoch 1940 | loss: 0.0311433 | val_loss: 0.0311587 | Time: 3139.29 ms [2020-12-29 15:12:54 main:574] : INFO : Epoch 1941 | loss: 0.0311427 | val_loss: 0.0311606 | Time: 3137.02 ms [2020-12-29 15:12:57 main:574] : INFO : Epoch 1942 | loss: 0.0311435 | val_loss: 0.03116 | Time: 3117.17 ms [2020-12-29 15:13:00 main:574] : INFO : Epoch 1943 | loss: 0.0311442 | val_loss: 0.0311586 | Time: 3140.96 ms [2020-12-29 15:13:03 main:574] : INFO : Epoch 1944 | loss: 0.0311423 | val_loss: 0.0311577 | Time: 3113.74 ms [2020-12-29 15:13:07 main:574] : INFO : Epoch 1945 | loss: 0.0311424 | val_loss: 0.0311591 | Time: 3128.88 ms [2020-12-29 15:13:10 main:574] : INFO : Epoch 1946 | loss: 0.0311423 | val_loss: 0.0311628 | Time: 3119.95 ms [2020-12-29 15:13:13 main:574] : INFO : Epoch 1947 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 3123.54 ms [2020-12-29 15:13:16 main:574] : INFO : Epoch 1948 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 3127.28 ms [2020-12-29 15:13:19 main:574] : INFO : Epoch 1949 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 3143.36 ms [2020-12-29 15:13:22 main:574] : INFO : Epoch 1950 | loss: 0.031153 | val_loss: 0.0311618 | Time: 3147.51 ms [2020-12-29 15:13:25 main:574] : INFO : Epoch 1951 | loss: 0.0311502 | val_loss: 0.031159 | Time: 3138.49 ms [2020-12-29 15:13:29 main:574] : INFO : Epoch 1952 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 3134.78 ms [2020-12-29 15:13:32 main:574] : INFO : Epoch 1953 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 3118.43 ms [2020-12-29 15:13:35 main:574] : INFO : Epoch 1954 | loss: 0.0311502 | val_loss: 0.0311597 | Time: 3135.12 ms [2020-12-29 15:13:38 main:574] : INFO : Epoch 1955 | loss: 0.03115 | val_loss: 0.0311614 | Time: 3141.62 ms [2020-12-29 15:13:41 main:574] : INFO : Epoch 1956 | loss: 0.0311499 | val_loss: 0.0311591 | Time: 3129.6 ms [2020-12-29 15:13:44 main:574] : INFO : Epoch 1957 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 3131.97 ms [2020-12-29 15:13:47 main:574] : INFO : Epoch 1958 | loss: 0.031149 | val_loss: 0.0311574 | Time: 3115.85 ms [2020-12-29 15:13:51 main:574] : INFO : Epoch 1959 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 3117.84 ms [2020-12-29 15:13:54 main:574] : INFO : Epoch 1960 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 3132.22 ms [2020-12-29 15:13:57 main:574] : INFO : Epoch 1961 | loss: 0.0311487 | val_loss: 0.0311595 | Time: 3125.19 ms [2020-12-29 15:14:00 main:574] : INFO : Epoch 1962 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 3154.73 ms [2020-12-29 15:14:03 main:574] : INFO : Epoch 1963 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 3126.46 ms [2020-12-29 15:14:06 main:574] : INFO : Epoch 1964 | loss: 0.0311474 | val_loss: 0.0311578 | Time: 3133.34 ms [2020-12-29 15:14:09 main:574] : INFO : Epoch 1965 | loss: 0.0311455 | val_loss: 0.0311567 | Time: 3128.05 ms [2020-12-29 15:14:13 main:574] : INFO : Epoch 1966 | loss: 0.031145 | val_loss: 0.0311552 | Time: 3137.55 ms [2020-12-29 15:14:16 main:574] : INFO : Epoch 1967 | loss: 0.0311455 | val_loss: 0.031159 | Time: 3121.48 ms [2020-12-29 15:14:19 main:574] : INFO : Epoch 1968 | loss: 0.0311452 | val_loss: 0.0311598 | Time: 3125.89 ms [2020-12-29 15:14:22 main:574] : INFO : Epoch 1969 | loss: 0.0311463 | val_loss: 0.031157 | Time: 3144.49 ms [2020-12-29 15:14:25 main:574] : INFO : Epoch 1970 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 3134.76 ms [2020-12-29 15:14:28 main:574] : INFO : Epoch 1971 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 3120.12 ms [2020-12-29 15:14:31 main:574] : INFO : Epoch 1972 | loss: 0.0311447 | val_loss: 0.0311575 | Time: 3121.87 ms [2020-12-29 15:14:35 main:574] : INFO : Epoch 1973 | loss: 0.0311424 | val_loss: 0.031157 | Time: 3121.49 ms [2020-12-29 15:14:38 main:574] : INFO : Epoch 1974 | loss: 0.0311449 | val_loss: 0.0311566 | Time: 3111.22 ms [2020-12-29 15:14:41 main:574] : INFO : Epoch 1975 | loss: 0.0311419 | val_loss: 0.0311583 | Time: 3134.95 ms [2020-12-29 15:14:44 main:574] : INFO : Epoch 1976 | loss: 0.031143 | val_loss: 0.0311569 | Time: 3127.35 ms [2020-12-29 15:14:47 main:574] : INFO : Epoch 1977 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 3134 ms [2020-12-29 15:14:50 main:574] : INFO : Epoch 1978 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 3130.47 ms [2020-12-29 15:14:53 main:574] : INFO : Epoch 1979 | loss: 0.0311452 | val_loss: 0.0311599 | Time: 3135.12 ms [2020-12-29 15:14:56 main:574] : INFO : Epoch 1980 | loss: 0.0311452 | val_loss: 0.0311587 | Time: 3124.35 ms [2020-12-29 15:15:00 main:574] : INFO : Epoch 1981 | loss: 0.0311436 | val_loss: 0.0311575 | Time: 3126.55 ms [2020-12-29 15:15:03 main:574] : INFO : Epoch 1982 | loss: 0.0311421 | val_loss: 0.0311592 | Time: 3137.68 ms [2020-12-29 15:15:06 main:574] : INFO : Epoch 1983 | loss: 0.0311447 | val_loss: 0.0311591 | Time: 3128.56 ms [2020-12-29 15:15:09 main:574] : INFO : Epoch 1984 | loss: 0.0311433 | val_loss: 0.0311595 | Time: 3121.53 ms [2020-12-29 15:15:12 main:574] : INFO : Epoch 1985 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 3149.06 ms [2020-12-29 15:15:15 main:574] : INFO : Epoch 1986 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 3126.46 ms [2020-12-29 15:15:18 main:574] : INFO : Epoch 1987 | loss: 0.0311417 | val_loss: 0.0311593 | Time: 3131.94 ms [2020-12-29 15:15:22 main:574] : INFO : Epoch 1988 | loss: 0.0311418 | val_loss: 0.031161 | Time: 3124.67 ms [2020-12-29 15:15:25 main:574] : INFO : Epoch 1989 | loss: 0.0311414 | val_loss: 0.0311591 | Time: 3129.64 ms [2020-12-29 15:15:28 main:574] : INFO : Epoch 1990 | loss: 0.0311453 | val_loss: 0.031166 | Time: 3149.06 ms [2020-12-29 15:15:31 main:574] : INFO : Epoch 1991 | loss: 0.0311501 | val_loss: 0.0311607 | Time: 3107.26 ms [2020-12-29 15:15:34 main:574] : INFO : Epoch 1992 | loss: 0.0311485 | val_loss: 0.0311608 | Time: 3134.43 ms [2020-12-29 15:15:37 main:574] : INFO : Epoch 1993 | loss: 0.0311471 | val_loss: 0.0311613 | Time: 3121.13 ms [2020-12-29 15:15:41 main:574] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311595 | Time: 3144.67 ms [2020-12-29 15:15:44 main:574] : INFO : Epoch 1995 | loss: 0.0311453 | val_loss: 0.0311602 | Time: 3135.23 ms [2020-12-29 15:15:47 main:574] : INFO : Epoch 1996 | loss: 0.0311451 | val_loss: 0.0311647 | Time: 3136.32 ms [2020-12-29 15:15:50 main:574] : INFO : Epoch 1997 | loss: 0.0311466 | val_loss: 0.0311668 | Time: 3135.14 ms [2020-12-29 15:15:53 main:574] : INFO : Epoch 1998 | loss: 0.0311455 | val_loss: 0.0311581 | Time: 3122.24 ms [2020-12-29 15:15:56 main:574] : INFO : Epoch 1999 | loss: 0.0311463 | val_loss: 0.0311627 | Time: 3132.48 ms [2020-12-29 15:15:59 main:574] : INFO : Epoch 2000 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 3122.31 ms [2020-12-29 15:16:03 main:574] : INFO : Epoch 2001 | loss: 0.0311426 | val_loss: 0.0311586 | Time: 3130.67 ms [2020-12-29 15:16:06 main:574] : INFO : Epoch 2002 | loss: 0.0311424 | val_loss: 0.0311622 | Time: 3097.56 ms [2020-12-29 15:16:09 main:574] : INFO : Epoch 2003 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 3138.3 ms [2020-12-29 15:16:12 main:574] : INFO : Epoch 2004 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 3149.46 ms [2020-12-29 15:16:15 main:574] : INFO : Epoch 2005 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 3112.49 ms [2020-12-29 15:16:18 main:574] : INFO : Epoch 2006 | loss: 0.0311429 | val_loss: 0.0311581 | Time: 3141.25 ms [2020-12-29 15:16:21 main:574] : INFO : Epoch 2007 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 3128.79 ms [2020-12-29 15:16:25 main:574] : INFO : Epoch 2008 | loss: 0.0311466 | val_loss: 0.0311618 | Time: 3136.67 ms [2020-12-29 15:16:28 main:574] : INFO : Epoch 2009 | loss: 0.0311425 | val_loss: 0.0311615 | Time: 3126.92 ms [2020-12-29 15:16:31 main:574] : INFO : Epoch 2010 | loss: 0.0311411 | val_loss: 0.0311586 | Time: 3130.3 ms [2020-12-29 15:16:34 main:574] : INFO : Epoch 2011 | loss: 0.0311419 | val_loss: 0.0311595 | Time: 3121.1 ms [2020-12-29 15:16:37 main:574] : INFO : Epoch 2012 | loss: 0.0311434 | val_loss: 0.0311637 | Time: 3129.85 ms [2020-12-29 15:16:40 main:574] : INFO : Epoch 2013 | loss: 0.0311408 | val_loss: 0.0311626 | Time: 3147.57 ms [2020-12-29 15:16:43 main:574] : INFO : Epoch 2014 | loss: 0.0311404 | val_loss: 0.0311612 | Time: 3127.92 ms [2020-12-29 15:16:46 main:574] : INFO : Epoch 2015 | loss: 0.0311405 | val_loss: 0.031162 | Time: 3121.83 ms [2020-12-29 15:16:50 main:574] : INFO : Epoch 2016 | loss: 0.0311399 | val_loss: 0.0311627 | Time: 3125.23 ms [2020-12-29 15:16:53 main:574] : INFO : Epoch 2017 | loss: 0.0311385 | val_loss: 0.0311628 | Time: 3130.2 ms [2020-12-29 15:16:56 main:574] : INFO : Epoch 2018 | loss: 0.0311394 | val_loss: 0.03116 | Time: 3140.9 ms [2020-12-29 15:16:59 main:574] : INFO : Epoch 2019 | loss: 0.0311411 | val_loss: 0.0311678 | Time: 3121.71 ms [2020-12-29 15:17:02 main:574] : INFO : Epoch 2020 | loss: 0.0311397 | val_loss: 0.0311619 | Time: 3129.13 ms [2020-12-29 15:17:05 main:574] : INFO : Epoch 2021 | loss: 0.0311396 | val_loss: 0.0311648 | Time: 3130.46 ms [2020-12-29 15:17:09 main:574] : INFO : Epoch 2022 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 3140.59 ms [2020-12-29 15:17:12 main:574] : INFO : Epoch 2023 | loss: 0.0311448 | val_loss: 0.0311607 | Time: 3136.37 ms [2020-12-29 15:17:15 main:574] : INFO : Epoch 2024 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 3131.17 ms [2020-12-29 15:17:18 main:574] : INFO : Epoch 2025 | loss: 0.0311467 | val_loss: 0.0311714 | Time: 3134.06 ms [2020-12-29 15:17:21 main:574] : INFO : Epoch 2026 | loss: 0.0311457 | val_loss: 0.0311637 | Time: 3123.57 ms [2020-12-29 15:17:24 main:574] : INFO : Epoch 2027 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 3149.62 ms [2020-12-29 15:17:27 main:574] : INFO : Epoch 2028 | loss: 0.0311449 | val_loss: 0.0311596 | Time: 3128.19 ms [2020-12-29 15:17:31 main:574] : INFO : Epoch 2029 | loss: 0.0311443 | val_loss: 0.0311645 | Time: 3140.79 ms [2020-12-29 15:17:34 main:574] : INFO : Epoch 2030 | loss: 0.0311449 | val_loss: 0.03116 | Time: 3121.27 ms [2020-12-29 15:17:37 main:574] : INFO : Epoch 2031 | loss: 0.0311431 | val_loss: 0.0311651 | Time: 3139.42 ms [2020-12-29 15:17:40 main:574] : INFO : Epoch 2032 | loss: 0.0311446 | val_loss: 0.0311602 | Time: 3123.62 ms [2020-12-29 15:17:43 main:574] : INFO : Epoch 2033 | loss: 0.031145 | val_loss: 0.0311673 | Time: 3149.91 ms [2020-12-29 15:17:46 main:574] : INFO : Epoch 2034 | loss: 0.0311432 | val_loss: 0.0311606 | Time: 3115.77 ms [2020-12-29 15:17:49 main:574] : INFO : Epoch 2035 | loss: 0.0311442 | val_loss: 0.0311674 | Time: 3135.71 ms [2020-12-29 15:17:53 main:574] : INFO : Epoch 2036 | loss: 0.0311441 | val_loss: 0.0311631 | Time: 3112.28 ms [2020-12-29 15:17:56 main:574] : INFO : Epoch 2037 | loss: 0.0311428 | val_loss: 0.0311603 | Time: 3129.99 ms [2020-12-29 15:17:59 main:574] : INFO : Epoch 2038 | loss: 0.0311418 | val_loss: 0.0311643 | Time: 3136.34 ms [2020-12-29 15:18:02 main:574] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 3130.46 ms [2020-12-29 15:18:05 main:574] : INFO : Epoch 2040 | loss: 0.0311463 | val_loss: 0.0311614 | Time: 3100.53 ms [2020-12-29 15:18:08 main:574] : INFO : Epoch 2041 | loss: 0.0311429 | val_loss: 0.0311633 | Time: 3129.79 ms [2020-12-29 15:18:11 main:574] : INFO : Epoch 2042 | loss: 0.0311412 | val_loss: 0.0311637 | Time: 3118.25 ms [2020-12-29 15:18:14 main:574] : INFO : Epoch 2043 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 3146.17 ms [2020-12-29 15:18:18 main:574] : INFO : Epoch 2044 | loss: 0.031147 | val_loss: 0.0311586 | Time: 3124.01 ms [2020-12-29 15:18:21 main:574] : INFO : Epoch 2045 | loss: 0.0311447 | val_loss: 0.0311604 | Time: 3135.27 ms [2020-12-29 15:18:24 main:574] : INFO : Epoch 2046 | loss: 0.031144 | val_loss: 0.0311599 | Time: 3134.68 ms [2020-12-29 15:18:27 main:574] : INFO : Epoch 2047 | loss: 0.0311417 | val_loss: 0.0311613 | Time: 3129.43 ms [2020-12-29 15:18:30 main:574] : INFO : Epoch 2048 | loss: 0.0311413 | val_loss: 0.0311624 | Time: 3143.43 ms [2020-12-29 15:18:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311624 [2020-12-29 15:18:30 main:603] : INFO : Saving end state to config to file [2020-12-29 15:18:30 main:608] : INFO : Success, exiting.. 15:18:30 (2940): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)