Task 13474748
| Name | ParityModified-1647041374-2941-1-0_1 |
| Workunit | 10148471 |
| Created | 20 Mar 2022, 16:32:16 UTC |
| Sent | 20 Mar 2022, 17:07:23 UTC |
| Report deadline | 28 Mar 2022, 17:07:23 UTC |
| Received | 29 Mar 2022, 11:23:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18919 |
| Run time | 55 min 48 sec |
| CPU time | 54 min 32 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,378.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -27 14:15:17 main:574] : INFO : Epoch 1712 | loss: 0.0311435 | val_loss: 0.0311564 | Time: 1569.1 ms [2022-03-27 14:15:19 main:574] : INFO : Epoch 1713 | loss: 0.0311369 | val_loss: 0.0311564 | Time: 1575.03 ms [2022-03-27 14:15:20 main:574] : INFO : Epoch 1714 | loss: 0.0311343 | val_loss: 0.0311591 | Time: 1563.8 ms [2022-03-27 14:15:22 main:574] : INFO : Epoch 1715 | loss: 0.0311343 | val_loss: 0.0311684 | Time: 1574.24 ms [2022-03-27 14:15:23 main:574] : INFO : Epoch 1716 | loss: 0.0311338 | val_loss: 0.0311576 | Time: 1580.03 ms [2022-03-27 14:15:25 main:574] : INFO : Epoch 1717 | loss: 0.0311319 | val_loss: 0.0311543 | Time: 1644.34 ms [2022-03-27 14:15:27 main:574] : INFO : Epoch 1718 | loss: 0.0311299 | val_loss: 0.0311535 | Time: 1572.5 ms [2022-03-27 14:15:28 main:574] : INFO : Epoch 1719 | loss: 0.0311294 | val_loss: 0.0311571 | Time: 1595.74 ms [2022-03-27 14:15:30 main:574] : INFO : Epoch 1720 | loss: 0.0311284 | val_loss: 0.0311536 | Time: 1566.64 ms [2022-03-27 14:15:31 main:574] : INFO : Epoch 1721 | loss: 0.0311285 | val_loss: 0.0311567 | Time: 1606.79 ms [2022-03-27 14:15:33 main:574] : INFO : Epoch 1722 | loss: 0.0311269 | val_loss: 0.0311538 | Time: 1580.83 ms [2022-03-27 14:15:35 main:574] : INFO : Epoch 1723 | loss: 0.0311333 | val_loss: 0.0311601 | Time: 1574.26 ms [2022-03-27 14:15:36 main:574] : INFO : Epoch 1724 | loss: 0.0311336 | val_loss: 0.03116 | Time: 1567.55 ms [2022-03-27 14:15:38 main:574] : INFO : Epoch 1725 | loss: 0.0311351 | val_loss: 0.0311639 | Time: 1580.45 ms [2022-03-27 14:15:40 main:574] : INFO : Epoch 1726 | loss: 0.0311278 | val_loss: 0.0311574 | Time: 1780.71 ms [2022-03-27 14:15:42 main:574] : INFO : Epoch 1727 | loss: 0.0311279 | val_loss: 0.0311569 | Time: 2238.91 ms [2022-03-27 14:15:44 main:574] : INFO : Epoch 1728 | loss: 0.0311314 | val_loss: 0.0311571 | Time: 2269.52 ms [2022-03-27 14:15:46 main:574] : INFO : Epoch 1729 | loss: 0.0311397 | val_loss: 0.0311576 | Time: 1659.11 ms [2022-03-27 14:15:47 main:574] : INFO : Epoch 1730 | loss: 0.0311398 | val_loss: 0.0311574 | Time: 1579.92 ms [2022-03-27 14:15:49 main:574] : INFO : Epoch 1731 | loss: 0.0311389 | val_loss: 0.0311562 | Time: 1613.33 ms [2022-03-27 14:15:51 main:574] : INFO : Epoch 1732 | loss: 0.0311345 | val_loss: 0.0311557 | Time: 1569.93 ms [2022-03-27 14:15:52 main:574] : INFO : Epoch 1733 | loss: 0.0311326 | val_loss: 0.0311521 | Time: 1602.73 ms [2022-03-27 14:15:54 main:574] : INFO : Epoch 1734 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 1589.21 ms [2022-03-27 14:15:55 main:574] : INFO : Epoch 1735 | loss: 0.0311307 | val_loss: 0.0311551 | Time: 1565.07 ms [2022-03-27 14:15:57 main:574] : INFO : Epoch 1736 | loss: 0.0311304 | val_loss: 0.0311606 | Time: 1571.75 ms [2022-03-27 14:15:58 main:574] : INFO : Epoch 1737 | loss: 0.0311336 | val_loss: 0.0311586 | Time: 1573.87 ms [2022-03-27 14:16:00 main:574] : INFO : Epoch 1738 | loss: 0.0311286 | val_loss: 0.0311569 | Time: 1589.94 ms [2022-03-27 14:16:02 main:574] : INFO : Epoch 1739 | loss: 0.0311318 | val_loss: 0.0311621 | Time: 1576.06 ms [2022-03-27 14:16:03 main:574] : INFO : Epoch 1740 | loss: 0.0311318 | val_loss: 0.0311656 | Time: 1571.12 ms [2022-03-27 14:16:05 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311581 | Time: 1565.34 ms [2022-03-27 14:16:06 main:574] : INFO : Epoch 1742 | loss: 0.0311407 | val_loss: 0.0311566 | Time: 1600.13 ms [2022-03-27 14:16:08 main:574] : INFO : Epoch 1743 | loss: 0.0311387 | val_loss: 0.0311574 | Time: 1600.01 ms [2022-03-27 14:16:10 main:574] : INFO : Epoch 1744 | loss: 0.0311358 | val_loss: 0.0311537 | Time: 1569.78 ms [2022-03-27 14:16:11 main:574] : INFO : Epoch 1745 | loss: 0.0311335 | val_loss: 0.0311594 | Time: 1598.07 ms [2022-03-27 14:16:13 main:574] : INFO : Epoch 1746 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 1587.32 ms [2022-03-27 14:16:14 main:574] : INFO : Epoch 1747 | loss: 0.0311292 | val_loss: 0.0311559 | Time: 1585.09 ms [2022-03-27 14:16:16 main:574] : INFO : Epoch 1748 | loss: 0.0311319 | val_loss: 0.0311686 | Time: 1711.91 ms [2022-03-27 14:16:18 main:574] : INFO : Epoch 1749 | loss: 0.0311494 | val_loss: 0.031163 | Time: 1880.87 ms [2022-03-27 14:16:20 main:574] : INFO : Epoch 1750 | loss: 0.0311474 | val_loss: 0.0311603 | Time: 1623.79 ms [2022-03-27 14:16:21 main:574] : INFO : Epoch 1751 | loss: 0.0311398 | val_loss: 0.0311595 | Time: 1594.36 ms [2022-03-27 14:16:23 main:574] : INFO : Epoch 1752 | loss: 0.0311383 | val_loss: 0.0311604 | Time: 1570.13 ms [2022-03-27 14:16:24 main:574] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.0311541 | Time: 1719.7 ms [2022-03-27 14:16:26 main:574] : INFO : Epoch 1754 | loss: 0.0311359 | val_loss: 0.0311578 | Time: 1591.02 ms [2022-03-27 14:16:28 main:574] : INFO : Epoch 1755 | loss: 0.031135 | val_loss: 0.0311573 | Time: 1584 ms [2022-03-27 14:16:29 main:574] : INFO : Epoch 1756 | loss: 0.0311332 | val_loss: 0.0311557 | Time: 1590.51 ms [2022-03-27 14:16:41 main:574] : INFO : Epoch 1757 | loss: 0.0311318 | val_loss: 0.0311518 | Time: 11734.2 ms [2022-03-27 14:16:43 main:574] : INFO : Epoch 1758 | loss: 0.0311334 | val_loss: 0.0311574 | Time: 1575.64 ms [2022-03-27 14:16:44 main:574] : INFO : Epoch 1759 | loss: 0.0311309 | val_loss: 0.0311502 | Time: 1577.6 ms [2022-03-27 14:16:46 main:574] : INFO : Epoch 1760 | loss: 0.0311302 | val_loss: 0.0311535 | Time: 1563.93 ms [2022-03-27 14:16:47 main:574] : INFO : Epoch 1761 | loss: 0.0311282 | val_loss: 0.0311532 | Time: 1572.25 ms [2022-03-27 14:16:49 main:574] : INFO : Epoch 1762 | loss: 0.0311324 | val_loss: 0.0311548 | Time: 1587.51 ms [2022-03-27 14:16:50 main:574] : INFO : Epoch 1763 | loss: 0.0311309 | val_loss: 0.0311537 | Time: 1596.36 ms [2022-03-27 14:16:52 main:574] : INFO : Epoch 1764 | loss: 0.0311324 | val_loss: 0.0311517 | Time: 1586.63 ms [2022-03-27 14:16:54 main:574] : INFO : Epoch 1765 | loss: 0.0311346 | val_loss: 0.0311559 | Time: 1590.45 ms [2022-03-27 14:16:55 main:574] : INFO : Epoch 1766 | loss: 0.031133 | val_loss: 0.0311569 | Time: 1571.49 ms [2022-03-27 14:16:57 main:574] : INFO : Epoch 1767 | loss: 0.0311286 | val_loss: 0.0311544 | Time: 1575.22 ms [2022-03-27 14:16:58 main:574] : INFO : Epoch 1768 | loss: 0.0311291 | val_loss: 0.031152 | Time: 1603.26 ms [2022-03-27 14:17:00 main:574] : INFO : Epoch 1769 | loss: 0.0311277 | val_loss: 0.0311598 | Time: 1565.49 ms [2022-03-27 14:17:02 main:574] : INFO : Epoch 1770 | loss: 0.0311286 | val_loss: 0.0311616 | Time: 1570.35 ms [2022-03-27 14:17:03 main:574] : INFO : Epoch 1771 | loss: 0.0311257 | val_loss: 0.0311536 | Time: 1569.36 ms [2022-03-27 14:17:05 main:574] : INFO : Epoch 1772 | loss: 0.0311246 | val_loss: 0.0311527 | Time: 1563.1 ms [2022-03-27 14:17:06 main:574] : INFO : Epoch 1773 | loss: 0.0311253 | val_loss: 0.0311572 | Time: 1561.08 ms [2022-03-27 14:17:08 main:574] : INFO : Epoch 1774 | loss: 0.031125 | val_loss: 0.0311554 | Time: 1575.16 ms [2022-03-27 14:17:09 main:574] : INFO : Epoch 1775 | loss: 0.0311226 | val_loss: 0.0311556 | Time: 1590.11 ms [2022-03-27 14:17:11 main:574] : INFO : Epoch 1776 | loss: 0.0311223 | val_loss: 0.0311535 | Time: 1568.18 ms [2022-03-27 14:17:13 main:574] : INFO : Epoch 1777 | loss: 0.031123 | val_loss: 0.0311581 | Time: 1586.94 ms [2022-03-27 14:17:14 main:574] : INFO : Epoch 1778 | loss: 0.0311245 | val_loss: 0.0311582 | Time: 1618.75 ms [2022-03-27 14:17:16 main:574] : INFO : Epoch 1779 | loss: 0.0311239 | val_loss: 0.0311531 | Time: 1665.53 ms [2022-03-27 14:17:17 main:574] : INFO : Epoch 1780 | loss: 0.0311222 | val_loss: 0.0311586 | Time: 1635.23 ms [2022-03-27 14:17:19 main:574] : INFO : Epoch 1781 | loss: 0.0311224 | val_loss: 0.0311564 | Time: 1580.81 ms [2022-03-27 14:17:21 main:574] : INFO : Epoch 1782 | loss: 0.0311213 | val_loss: 0.031159 | Time: 1589 ms [2022-03-27 14:17:22 main:574] : INFO : Epoch 1783 | loss: 0.0311221 | val_loss: 0.0311577 | Time: 1566.33 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1060 6GB) [2022-03-27 21:51:02 main:435] : INFO : Set logging level to 1 [2022-03-27 21:51:02 main:441] : INFO : Running in BOINC Client mode [2022-03-27 21:51:02 main:444] : INFO : Resolving all filenames [2022-03-27 21:51:02 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-27 21:51:02 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-27 21:51:02 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-27 21:51:02 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-27 21:51:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-27 21:51:02 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-27 21:51:02 main:474] : INFO : Configuration: [2022-03-27 21:51:02 main:475] : INFO : Model type: GRU [2022-03-27 21:51:02 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-27 21:51:02 main:477] : INFO : Max Epochs: 2048 [2022-03-27 21:51:02 main:478] : INFO : Batch Size: 128 [2022-03-27 21:51:02 main:479] : INFO : Learning Rate: 0.01 [2022-03-27 21:51:02 main:480] : INFO : Patience: 10 [2022-03-27 21:51:02 main:481] : INFO : Hidden Width: 12 [2022-03-27 21:51:02 main:482] : INFO : # Recurrent Layers: 4 [2022-03-27 21:51:02 main:483] : INFO : # Backend Layers: 4 [2022-03-27 21:51:02 main:484] : INFO : # Threads: 1 [2022-03-27 21:51:02 main:486] : INFO : Preparing Dataset [2022-03-27 21:51:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-27 21:51:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-27 21:51:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-27 21:51:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-27 21:51:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-27 21:51:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-27 21:51:05 main:494] : INFO : Creating Model [2022-03-27 21:51:05 main:507] : INFO : Preparing config file [2022-03-27 21:51:05 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-27 21:51:05 main:512] : INFO : Loading config [2022-03-27 21:51:05 main:514] : INFO : Loading state [2022-03-27 21:51:07 main:559] : INFO : Loading DataLoader into Memory [2022-03-27 21:51:07 main:562] : INFO : Starting Training [2022-03-27 21:51:09 main:574] : INFO : Epoch 1690 | loss: 0.0311982 | val_loss: 0.0311604 | Time: 2235 ms [2022-03-27 21:51:10 main:574] : INFO : Epoch 1691 | loss: 0.0311371 | val_loss: 0.031155 | Time: 1591.66 ms [2022-03-27 21:51:12 main:574] : INFO : Epoch 1692 | loss: 0.0311294 | val_loss: 0.0311568 | Time: 1578.59 ms [2022-03-27 21:51:14 main:574] : INFO : Epoch 1693 | loss: 0.0311265 | val_loss: 0.0311589 | Time: 1618.08 ms [2022-03-27 21:51:15 main:574] : INFO : Epoch 1694 | loss: 0.0311256 | val_loss: 0.0311529 | Time: 1612.67 ms [2022-03-27 21:51:17 main:574] : INFO : Epoch 1695 | loss: 0.0311247 | val_loss: 0.0311536 | Time: 1596.92 ms [2022-03-27 21:51:18 main:574] : INFO : Epoch 1696 | loss: 0.0311236 | val_loss: 0.0311572 | Time: 1591.46 ms [2022-03-27 21:51:20 main:574] : INFO : Epoch 1697 | loss: 0.0311286 | val_loss: 0.0311562 | Time: 1577.55 ms [2022-03-27 21:51:22 main:574] : INFO : Epoch 1698 | loss: 0.0311287 | val_loss: 0.0311573 | Time: 1607.22 ms [2022-03-27 21:51:23 main:574] : INFO : Epoch 1699 | loss: 0.0311265 | val_loss: 0.031158 | Time: 1596.71 ms [2022-03-27 21:51:25 main:574] : INFO : Epoch 1700 | loss: 0.0311269 | val_loss: 0.0311575 | Time: 1616.01 ms [2022-03-27 21:51:26 main:574] : INFO : Epoch 1701 | loss: 0.0311271 | val_loss: 0.0311594 | Time: 1626.7 ms [2022-03-27 21:51:28 main:574] : INFO : Epoch 1702 | loss: 0.031126 | val_loss: 0.0311588 | Time: 1633.45 ms [2022-03-27 21:51:30 main:574] : INFO : Epoch 1703 | loss: 0.0311282 | val_loss: 0.0311618 | Time: 1627.09 ms [2022-03-27 21:51:31 main:574] : INFO : Epoch 1704 | loss: 0.0311293 | val_loss: 0.0311557 | Time: 1670.78 ms [2022-03-27 21:51:33 main:574] : INFO : Epoch 1705 | loss: 0.0311246 | val_loss: 0.0311551 | Time: 1621.93 ms [2022-03-27 21:51:35 main:574] : INFO : Epoch 1706 | loss: 0.0311258 | val_loss: 0.0311568 | Time: 1631.2 ms [2022-03-27 21:51:36 main:574] : INFO : Epoch 1707 | loss: 0.031128 | val_loss: 0.0311608 | Time: 1599.8 ms [2022-03-27 21:51:38 main:574] : INFO : Epoch 1708 | loss: 0.0311281 | val_loss: 0.0311556 | Time: 1619.81 ms [2022-03-27 21:51:39 main:574] : INFO : Epoch 1709 | loss: 0.0311295 | val_loss: 0.0311568 | Time: 1604.55 ms [2022-03-27 21:51:41 main:574] : INFO : Epoch 1710 | loss: 0.0311285 | val_loss: 0.0311619 | Time: 1622.11 ms [2022-03-27 21:51:43 main:574] : INFO : Epoch 1711 | loss: 0.031128 | val_loss: 0.0311637 | Time: 1616.74 ms [2022-03-27 21:51:44 main:574] : INFO : Epoch 1712 | loss: 0.0311291 | val_loss: 0.0311596 | Time: 1634.74 ms [2022-03-27 21:51:46 main:574] : INFO : Epoch 1713 | loss: 0.0311353 | val_loss: 0.0311619 | Time: 1612.9 ms [2022-03-27 21:51:48 main:574] : INFO : Epoch 1714 | loss: 0.0311428 | val_loss: 0.0311603 | Time: 1593.6 ms [2022-03-27 21:51:49 main:574] : INFO : Epoch 1715 | loss: 0.031145 | val_loss: 0.0311612 | Time: 1605.21 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1060 6GB) [2022-03-29 07:13:07 main:435] : INFO : Set logging level to 1 [2022-03-29 07:13:08 main:441] : INFO : Running in BOINC Client mode [2022-03-29 07:13:08 main:444] : INFO : Resolving all filenames [2022-03-29 07:13:09 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-29 07:13:09 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-29 07:13:09 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-29 07:13:09 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-29 07:13:09 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-29 07:13:09 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-29 07:13:09 main:474] : INFO : Configuration: [2022-03-29 07:13:09 main:475] : INFO : Model type: GRU [2022-03-29 07:13:09 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-29 07:13:09 main:477] : INFO : Max Epochs: 2048 [2022-03-29 07:13:09 main:478] : INFO : Batch Size: 128 [2022-03-29 07:13:09 main:479] : INFO : Learning Rate: 0.01 [2022-03-29 07:13:09 main:480] : INFO : Patience: 10 [2022-03-29 07:13:09 main:481] : INFO : Hidden Width: 12 [2022-03-29 07:13:09 main:482] : INFO : # Recurrent Layers: 4 [2022-03-29 07:13:09 main:483] : INFO : # Backend Layers: 4 [2022-03-29 07:13:09 main:484] : INFO : # Threads: 1 [2022-03-29 07:13:09 main:486] : INFO : Preparing Dataset [2022-03-29 07:13:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-29 07:13:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-29 07:13:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-29 07:13:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-29 07:13:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-29 07:13:12 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-29 07:13:12 main:494] : INFO : Creating Model [2022-03-29 07:13:12 main:507] : INFO : Preparing config file [2022-03-29 07:13:12 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-29 07:13:12 main:512] : INFO : Loading config [2022-03-29 07:13:12 main:514] : INFO : Loading state [2022-03-29 07:13:12 main:559] : INFO : Loading DataLoader into Memory [2022-03-29 07:13:12 main:562] : INFO : Starting Training [2022-03-29 07:13:14 main:574] : INFO : Epoch 1690 | loss: 0.0311935 | val_loss: 0.0311616 | Time: 1902.45 ms [2022-03-29 07:13:16 main:574] : INFO : Epoch 1691 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 1902.43 ms [2022-03-29 07:13:28 main:574] : INFO : Epoch 1692 | loss: 0.0311291 | val_loss: 0.0311572 | Time: 11731.2 ms [2022-03-29 07:13:30 main:574] : INFO : Epoch 1693 | loss: 0.0311312 | val_loss: 0.0311606 | Time: 1601.34 ms [2022-03-29 07:13:31 main:574] : INFO : Epoch 1694 | loss: 0.0311287 | val_loss: 0.0311613 | Time: 1614.21 ms [2022-03-29 07:13:33 main:574] : INFO : Epoch 1695 | loss: 0.0311264 | val_loss: 0.0311567 | Time: 1589.33 ms [2022-03-29 07:13:34 main:574] : INFO : Epoch 1696 | loss: 0.0311284 | val_loss: 0.031159 | Time: 1609.13 ms [2022-03-29 07:13:36 main:574] : INFO : Epoch 1697 | loss: 0.0311283 | val_loss: 0.0311536 | Time: 1793.33 ms [2022-03-29 07:13:38 main:574] : INFO : Epoch 1698 | loss: 0.0311275 | val_loss: 0.0311532 | Time: 1867.82 ms [2022-03-29 07:13:40 main:574] : INFO : Epoch 1699 | loss: 0.0311281 | val_loss: 0.0311581 | Time: 1813.1 ms [2022-03-29 07:13:42 main:574] : INFO : Epoch 1700 | loss: 0.0311274 | val_loss: 0.0311649 | Time: 2128.03 ms [2022-03-29 07:13:44 main:574] : INFO : Epoch 1701 | loss: 0.03113 | val_loss: 0.0311587 | Time: 1984.91 ms [2022-03-29 07:13:46 main:574] : INFO : Epoch 1702 | loss: 0.0311294 | val_loss: 0.0311572 | Time: 1612.18 ms [2022-03-29 07:13:48 main:574] : INFO : Epoch 1703 | loss: 0.0311284 | val_loss: 0.0311607 | Time: 1845.1 ms [2022-03-29 07:13:49 main:574] : INFO : Epoch 1704 | loss: 0.0311297 | val_loss: 0.0311611 | Time: 1618.62 ms [2022-03-29 07:13:51 main:574] : INFO : Epoch 1705 | loss: 0.0311327 | val_loss: 0.0311595 | Time: 1586.07 ms [2022-03-29 07:13:53 main:574] : INFO : Epoch 1706 | loss: 0.0311327 | val_loss: 0.0311589 | Time: 1815.97 ms [2022-03-29 07:13:54 main:574] : INFO : Epoch 1707 | loss: 0.0311286 | val_loss: 0.0311527 | Time: 1612.78 ms [2022-03-29 07:13:56 main:574] : INFO : Epoch 1708 | loss: 0.0311265 | val_loss: 0.0311615 | Time: 1692.55 ms [2022-03-29 07:13:58 main:574] : INFO : Epoch 1709 | loss: 0.0311271 | val_loss: 0.0311595 | Time: 1694.28 ms [2022-03-29 07:13:59 main:574] : INFO : Epoch 1710 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 1597.77 ms [2022-03-29 07:14:01 main:574] : INFO : Epoch 1711 | loss: 0.0311284 | val_loss: 0.0311675 | Time: 1603.24 ms [2022-03-29 07:14:02 main:574] : INFO : Epoch 1712 | loss: 0.0311298 | val_loss: 0.0311586 | Time: 1595.4 ms [2022-03-29 07:14:04 main:574] : INFO : Epoch 1713 | loss: 0.0311257 | val_loss: 0.0311587 | Time: 1653.53 ms [2022-03-29 07:14:06 main:574] : INFO : Epoch 1714 | loss: 0.0311258 | val_loss: 0.0311591 | Time: 1612.71 ms [2022-03-29 07:14:07 main:574] : INFO : Epoch 1715 | loss: 0.0311399 | val_loss: 0.0311608 | Time: 1604.45 ms [2022-03-29 07:14:09 main:574] : INFO : Epoch 1716 | loss: 0.0311442 | val_loss: 0.031157 | Time: 2052.55 ms [2022-03-29 07:14:11 main:574] : INFO : Epoch 1717 | loss: 0.0311407 | val_loss: 0.0311596 | Time: 1850.98 ms [2022-03-29 07:14:13 main:574] : INFO : Epoch 1718 | loss: 0.0311403 | val_loss: 0.0311557 | Time: 1815.99 ms [2022-03-29 07:14:15 main:574] : INFO : Epoch 1719 | loss: 0.0311378 | val_loss: 0.0311612 | Time: 1648.81 ms [2022-03-29 07:14:16 main:574] : INFO : Epoch 1720 | loss: 0.0311377 | val_loss: 0.0311554 | Time: 1621.69 ms [2022-03-29 07:14:18 main:574] : INFO : Epoch 1721 | loss: 0.0311364 | val_loss: 0.0311598 | Time: 1609.16 ms [2022-03-29 07:14:20 main:574] : INFO : Epoch 1722 | loss: 0.0311339 | val_loss: 0.0311603 | Time: 1635.47 ms [2022-03-29 07:14:21 main:574] : INFO : Epoch 1723 | loss: 0.031131 | val_loss: 0.0311565 | Time: 1680.29 ms [2022-03-29 07:14:23 main:574] : INFO : Epoch 1724 | loss: 0.0311301 | val_loss: 0.0311593 | Time: 1659.7 ms [2022-03-29 07:14:24 main:574] : INFO : Epoch 1725 | loss: 0.0311298 | val_loss: 0.0311551 | Time: 1604.92 ms [2022-03-29 07:14:26 main:574] : INFO : Epoch 1726 | loss: 0.0311298 | val_loss: 0.0311591 | Time: 1619.5 ms [2022-03-29 07:14:28 main:574] : INFO : Epoch 1727 | loss: 0.0311278 | val_loss: 0.0311609 | Time: 1596.86 ms [2022-03-29 07:14:29 main:574] : INFO : Epoch 1728 | loss: 0.0311308 | val_loss: 0.0311575 | Time: 1580.47 ms [2022-03-29 07:14:31 main:574] : INFO : Epoch 1729 | loss: 0.0311359 | val_loss: 0.0311634 | Time: 1581.37 ms [2022-03-29 07:14:33 main:574] : INFO : Epoch 1730 | loss: 0.0311332 | val_loss: 0.0311593 | Time: 1642.66 ms [2022-03-29 07:14:34 main:574] : INFO : Epoch 1731 | loss: 0.0311314 | val_loss: 0.0311587 | Time: 1608.24 ms [2022-03-29 07:14:36 main:574] : INFO : Epoch 1732 | loss: 0.0311308 | val_loss: 0.0311571 | Time: 1616.76 ms [2022-03-29 07:14:37 main:574] : INFO : Epoch 1733 | loss: 0.03113 | val_loss: 0.0311555 | Time: 1602.83 ms [2022-03-29 07:14:39 main:574] : INFO : Epoch 1734 | loss: 0.0311281 | val_loss: 0.0311602 | Time: 1616.21 ms [2022-03-29 07:14:41 main:574] : INFO : Epoch 1735 | loss: 0.031128 | val_loss: 0.0311576 | Time: 1595.05 ms [2022-03-29 07:14:42 main:574] : INFO : Epoch 1736 | loss: 0.0311279 | val_loss: 0.031155 | Time: 1576.85 ms [2022-03-29 07:14:44 main:574] : INFO : Epoch 1737 | loss: 0.0311309 | val_loss: 0.0311669 | Time: 1573.98 ms [2022-03-29 07:14:45 main:574] : INFO : Epoch 1738 | loss: 0.0311306 | val_loss: 0.0311567 | Time: 1574.66 ms [2022-03-29 07:14:47 main:574] : INFO : Epoch 1739 | loss: 0.0311269 | val_loss: 0.0311606 | Time: 1597.14 ms [2022-03-29 07:14:49 main:574] : INFO : Epoch 1740 | loss: 0.0311248 | val_loss: 0.031156 | Time: 1589.32 ms [2022-03-29 07:14:50 main:574] : INFO : Epoch 1741 | loss: 0.0311275 | val_loss: 0.0311593 | Time: 1644.48 ms [2022-03-29 07:14:52 main:574] : INFO : Epoch 1742 | loss: 0.0311286 | val_loss: 0.0311573 | Time: 1825.57 ms [2022-03-29 07:14:54 main:574] : INFO : Epoch 1743 | loss: 0.0311331 | val_loss: 0.0311571 | Time: 1676.1 ms [2022-03-29 07:14:55 main:574] : INFO : Epoch 1744 | loss: 0.0311341 | val_loss: 0.0311589 | Time: 1612.01 ms [2022-03-29 07:14:57 main:574] : INFO : Epoch 1745 | loss: 0.0311297 | val_loss: 0.0311556 | Time: 1586.33 ms [2022-03-29 07:14:58 main:574] : INFO : Epoch 1746 | loss: 0.0311266 | val_loss: 0.0311597 | Time: 1601.02 ms [2022-03-29 07:15:00 main:574] : INFO : Epoch 1747 | loss: 0.031129 | val_loss: 0.031158 | Time: 1592.61 ms [2022-03-29 07:15:02 main:574] : INFO : Epoch 1748 | loss: 0.0311278 | val_loss: 0.0311574 | Time: 1573.33 ms [2022-03-29 07:15:03 main:574] : INFO : Epoch 1749 | loss: 0.0311271 | val_loss: 0.0311551 | Time: 1596.95 ms [2022-03-29 07:15:05 main:574] : INFO : Epoch 1750 | loss: 0.0311276 | val_loss: 0.0311617 | Time: 1584.21 ms [2022-03-29 07:15:06 main:574] : INFO : Epoch 1751 | loss: 0.0311272 | val_loss: 0.0311621 | Time: 1597.46 ms [2022-03-29 07:15:08 main:574] : INFO : Epoch 1752 | loss: 0.0311318 | val_loss: 0.0311751 | Time: 1595.2 ms [2022-03-29 07:15:10 main:574] : INFO : Epoch 1753 | loss: 0.0311416 | val_loss: 0.0311583 | Time: 1597.73 ms [2022-03-29 07:15:11 main:574] : INFO : Epoch 1754 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 1602.86 ms [2022-03-29 07:15:13 main:574] : INFO : Epoch 1755 | loss: 0.0311345 | val_loss: 0.0311558 | Time: 1607.93 ms [2022-03-29 07:15:14 main:574] : INFO : Epoch 1756 | loss: 0.0311332 | val_loss: 0.0311637 | Time: 1594.98 ms [2022-03-29 07:15:16 main:574] : INFO : Epoch 1757 | loss: 0.0311299 | val_loss: 0.0311566 | Time: 1588.51 ms [2022-03-29 07:15:18 main:574] : INFO : Epoch 1758 | loss: 0.0311282 | val_loss: 0.0311581 | Time: 1591.9 ms [2022-03-29 07:15:19 main:574] : INFO : Epoch 1759 | loss: 0.0311317 | val_loss: 0.031163 | Time: 1579.87 ms [2022-03-29 07:15:21 main:574] : INFO : Epoch 1760 | loss: 0.0311401 | val_loss: 0.0311587 | Time: 1594.17 ms [2022-03-29 07:15:22 main:574] : INFO : Epoch 1761 | loss: 0.0311526 | val_loss: 0.0311638 | Time: 1591.69 ms [2022-03-29 07:15:24 main:574] : INFO : Epoch 1762 | loss: 0.0311571 | val_loss: 0.0311582 | Time: 1583.22 ms [2022-03-29 07:15:26 main:574] : INFO : Epoch 1763 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 1575.96 ms [2022-03-29 07:15:27 main:574] : INFO : Epoch 1764 | loss: 0.0311524 | val_loss: 0.0311604 | Time: 1562.58 ms [2022-03-29 07:15:29 main:574] : INFO : Epoch 1765 | loss: 0.0311479 | val_loss: 0.0311563 | Time: 1566.39 ms [2022-03-29 07:15:30 main:574] : INFO : Epoch 1766 | loss: 0.0311458 | val_loss: 0.0311568 | Time: 1572.59 ms [2022-03-29 07:15:32 main:574] : INFO : Epoch 1767 | loss: 0.0311454 | val_loss: 0.0311576 | Time: 1589.75 ms [2022-03-29 07:15:33 main:574] : INFO : Epoch 1768 | loss: 0.0311441 | val_loss: 0.0311564 | Time: 1575.65 ms [2022-03-29 07:15:35 main:574] : INFO : Epoch 1769 | loss: 0.0311451 | val_loss: 0.0311576 | Time: 1567.49 ms [2022-03-29 07:15:37 main:574] : INFO : Epoch 1770 | loss: 0.0311436 | val_loss: 0.031161 | Time: 1562.28 ms [2022-03-29 07:15:38 main:574] : INFO : Epoch 1771 | loss: 0.0311439 | val_loss: 0.0311563 | Time: 1573.87 ms [2022-03-29 07:15:40 main:574] : INFO : Epoch 1772 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 1560.62 ms [2022-03-29 07:15:41 main:574] : INFO : Epoch 1773 | loss: 0.0311423 | val_loss: 0.0311582 | Time: 1574.23 ms [2022-03-29 07:15:43 main:574] : INFO : Epoch 1774 | loss: 0.031143 | val_loss: 0.0311579 | Time: 1567 ms [2022-03-29 07:15:44 main:574] : INFO : Epoch 1775 | loss: 0.0311418 | val_loss: 0.0311582 | Time: 1550.05 ms [2022-03-29 07:15:46 main:574] : INFO : Epoch 1776 | loss: 0.0311415 | val_loss: 0.0311603 | Time: 1566.11 ms [2022-03-29 07:15:48 main:574] : INFO : Epoch 1777 | loss: 0.0311407 | val_loss: 0.0311556 | Time: 1578.23 ms [2022-03-29 07:15:49 main:574] : INFO : Epoch 1778 | loss: 0.03114 | val_loss: 0.0311587 | Time: 1585.48 ms [2022-03-29 07:15:51 main:574] : INFO : Epoch 1779 | loss: 0.0311398 | val_loss: 0.0311605 | Time: 1571.78 ms [2022-03-29 07:15:52 main:574] : INFO : Epoch 1780 | loss: 0.0311399 | val_loss: 0.031154 | Time: 1582.43 ms [2022-03-29 07:15:54 main:574] : INFO : Epoch 1781 | loss: 0.031142 | val_loss: 0.0311591 | Time: 1569.06 ms [2022-03-29 07:15:55 main:574] : INFO : Epoch 1782 | loss: 0.0311468 | val_loss: 0.0311575 | Time: 1577.09 ms [2022-03-29 07:15:57 main:574] : INFO : Epoch 1783 | loss: 0.0311438 | val_loss: 0.0311594 | Time: 1581.66 ms [2022-03-29 07:15:59 main:574] : INFO : Epoch 1784 | loss: 0.0311433 | val_loss: 0.0311593 | Time: 1594.72 ms [2022-03-29 07:16:00 main:574] : INFO : Epoch 1785 | loss: 0.0311393 | val_loss: 0.0311609 | Time: 1583.86 ms [2022-03-29 07:16:02 main:574] : INFO : Epoch 1786 | loss: 0.0311387 | val_loss: 0.0311591 | Time: 1586.58 ms [2022-03-29 07:16:03 main:574] : INFO : Epoch 1787 | loss: 0.0311378 | val_loss: 0.0311578 | Time: 1581.37 ms [2022-03-29 07:16:05 main:574] : INFO : Epoch 1788 | loss: 0.0311366 | val_loss: 0.0311607 | Time: 1573.89 ms [2022-03-29 07:16:07 main:574] : INFO : Epoch 1789 | loss: 0.0311351 | val_loss: 0.0311602 | Time: 1755.78 ms [2022-03-29 07:16:09 main:574] : INFO : Epoch 1790 | loss: 0.0311348 | val_loss: 0.031159 | Time: 1761.9 ms [2022-03-29 07:16:10 main:574] : INFO : Epoch 1791 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 1632.64 ms [2022-03-29 07:16:12 main:574] : INFO : Epoch 1792 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1897.16 ms [2022-03-29 07:16:14 main:574] : INFO : Epoch 1793 | loss: 0.0311405 | val_loss: 0.0311653 | Time: 1756.29 ms [2022-03-29 07:16:16 main:574] : INFO : Epoch 1794 | loss: 0.0311393 | val_loss: 0.0311652 | Time: 1694.26 ms [2022-03-29 07:16:17 main:574] : INFO : Epoch 1795 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1688.4 ms [2022-03-29 07:16:19 main:574] : INFO : Epoch 1796 | loss: 0.0311538 | val_loss: 0.0311629 | Time: 1673.6 ms [2022-03-29 07:16:21 main:574] : INFO : Epoch 1797 | loss: 0.0311588 | val_loss: 0.0311611 | Time: 1652.26 ms [2022-03-29 07:16:22 main:574] : INFO : Epoch 1798 | loss: 0.0311631 | val_loss: 0.0311651 | Time: 1642.31 ms [2022-03-29 07:16:24 main:574] : INFO : Epoch 1799 | loss: 0.031165 | val_loss: 0.031164 | Time: 1782.84 ms [2022-03-29 07:16:26 main:574] : INFO : Epoch 1800 | loss: 0.0311644 | val_loss: 0.0311643 | Time: 2057.98 ms [2022-03-29 07:16:28 main:574] : INFO : Epoch 1801 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1613.81 ms [2022-03-29 07:16:29 main:574] : INFO : Epoch 1802 | loss: 0.0311606 | val_loss: 0.031169 | Time: 1674.68 ms [2022-03-29 07:16:31 main:574] : INFO : Epoch 1803 | loss: 0.0311588 | val_loss: 0.0311625 | Time: 1846.2 ms [2022-03-29 07:16:33 main:574] : INFO : Epoch 1804 | loss: 0.0311566 | val_loss: 0.0311637 | Time: 1822.64 ms [2022-03-29 07:16:35 main:574] : INFO : Epoch 1805 | loss: 0.031155 | val_loss: 0.031163 | Time: 1632.96 ms [2022-03-29 07:16:36 main:574] : INFO : Epoch 1806 | loss: 0.0311545 | val_loss: 0.0311629 | Time: 1645.44 ms [2022-03-29 07:16:38 main:574] : INFO : Epoch 1807 | loss: 0.0311548 | val_loss: 0.0311608 | Time: 1798.32 ms [2022-03-29 07:16:40 main:574] : INFO : Epoch 1808 | loss: 0.031153 | val_loss: 0.0311633 | Time: 1683.13 ms [2022-03-29 07:16:41 main:574] : INFO : Epoch 1809 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 1620.48 ms [2022-03-29 07:16:43 main:574] : INFO : Epoch 1810 | loss: 0.0311498 | val_loss: 0.0311637 | Time: 1578.74 ms [2022-03-29 07:16:45 main:574] : INFO : Epoch 1811 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 1593.82 ms [2022-03-29 07:16:46 main:574] : INFO : Epoch 1812 | loss: 0.0311503 | val_loss: 0.0311603 | Time: 1599.21 ms [2022-03-29 07:16:48 main:574] : INFO : Epoch 1813 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 1620.28 ms [2022-03-29 07:16:50 main:574] : INFO : Epoch 1814 | loss: 0.0311574 | val_loss: 0.0311912 | Time: 1721.59 ms [2022-03-29 07:16:51 main:574] : INFO : Epoch 1815 | loss: 0.0311626 | val_loss: 0.0311646 | Time: 1619.36 ms [2022-03-29 07:16:53 main:574] : INFO : Epoch 1816 | loss: 0.0311561 | val_loss: 0.031188 | Time: 1606.21 ms [2022-03-29 07:16:54 main:574] : INFO : Epoch 1817 | loss: 0.0312609 | val_loss: 0.0313745 | Time: 1640.35 ms [2022-03-29 07:16:56 main:574] : INFO : Epoch 1818 | loss: 0.0343601 | val_loss: 0.0325197 | Time: 1707.3 ms [2022-03-29 07:16:58 main:574] : INFO : Epoch 1819 | loss: 0.0316952 | val_loss: 0.0314004 | Time: 1608.24 ms [2022-03-29 07:16:59 main:574] : INFO : Epoch 1820 | loss: 0.0312883 | val_loss: 0.0312167 | Time: 1581.77 ms [2022-03-29 07:17:01 main:574] : INFO : Epoch 1821 | loss: 0.0312069 | val_loss: 0.031194 | Time: 1585.21 ms [2022-03-29 07:17:02 main:574] : INFO : Epoch 1822 | loss: 0.0311958 | val_loss: 0.0311849 | Time: 1583.57 ms [2022-03-29 07:17:04 main:574] : INFO : Epoch 1823 | loss: 0.0311895 | val_loss: 0.0311812 | Time: 1580.11 ms [2022-03-29 07:17:06 main:574] : INFO : Epoch 1824 | loss: 0.0311866 | val_loss: 0.03118 | Time: 1691.64 ms [2022-03-29 07:17:07 main:574] : INFO : Epoch 1825 | loss: 0.0311847 | val_loss: 0.0311794 | Time: 1589.19 ms [2022-03-29 07:17:09 main:574] : INFO : Epoch 1826 | loss: 0.0311827 | val_loss: 0.031177 | Time: 1581.46 ms [2022-03-29 07:17:11 main:574] : INFO : Epoch 1827 | loss: 0.03118 | val_loss: 0.031178 | Time: 1589.45 ms [2022-03-29 07:17:12 main:574] : INFO : Epoch 1828 | loss: 0.0311795 | val_loss: 0.0311757 | Time: 1581.53 ms [2022-03-29 07:17:14 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 1588.39 ms [2022-03-29 07:17:15 main:574] : INFO : Epoch 1830 | loss: 0.0311756 | val_loss: 0.031174 | Time: 1579.12 ms [2022-03-29 07:17:17 main:574] : INFO : Epoch 1831 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 1600.55 ms [2022-03-29 07:17:18 main:574] : INFO : Epoch 1832 | loss: 0.0311732 | val_loss: 0.0311725 | Time: 1576.71 ms [2022-03-29 07:17:20 main:574] : INFO : Epoch 1833 | loss: 0.031172 | val_loss: 0.0311722 | Time: 1577.98 ms [2022-03-29 07:17:22 main:574] : INFO : Epoch 1834 | loss: 0.0311717 | val_loss: 0.0311732 | Time: 1583.28 ms [2022-03-29 07:17:23 main:574] : INFO : Epoch 1835 | loss: 0.0311708 | val_loss: 0.0311715 | Time: 1610.33 ms [2022-03-29 07:17:25 main:574] : INFO : Epoch 1836 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 1593.94 ms [2022-03-29 07:17:26 main:574] : INFO : Epoch 1837 | loss: 0.0311695 | val_loss: 0.0311718 | Time: 1591.76 ms [2022-03-29 07:17:28 main:574] : INFO : Epoch 1838 | loss: 0.031169 | val_loss: 0.0311718 | Time: 1600.4 ms [2022-03-29 07:17:30 main:574] : INFO : Epoch 1839 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 1602.46 ms [2022-03-29 07:17:31 main:574] : INFO : Epoch 1840 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 1609.59 ms [2022-03-29 07:17:33 main:574] : INFO : Epoch 1841 | loss: 0.031168 | val_loss: 0.0311713 | Time: 1575.4 ms [2022-03-29 07:17:34 main:574] : INFO : Epoch 1842 | loss: 0.0311671 | val_loss: 0.031174 | Time: 1585.28 ms [2022-03-29 07:17:36 main:574] : INFO : Epoch 1843 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 1600.19 ms [2022-03-29 07:17:38 main:574] : INFO : Epoch 1844 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 1593.22 ms [2022-03-29 07:17:39 main:574] : INFO : Epoch 1845 | loss: 0.031166 | val_loss: 0.0311716 | Time: 1607.36 ms [2022-03-29 07:17:41 main:574] : INFO : Epoch 1846 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 1601.01 ms [2022-03-29 07:17:42 main:574] : INFO : Epoch 1847 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1597.14 ms [2022-03-29 07:17:44 main:574] : INFO : Epoch 1848 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 1589.28 ms [2022-03-29 07:17:46 main:574] : INFO : Epoch 1849 | loss: 0.0311652 | val_loss: 0.031172 | Time: 1584.43 ms [2022-03-29 07:17:47 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311714 | Time: 1582.22 ms [2022-03-29 07:17:49 main:574] : INFO : Epoch 1851 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 1589.47 ms [2022-03-29 07:17:50 main:574] : INFO : Epoch 1852 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 1605.1 ms [2022-03-29 07:17:52 main:574] : INFO : Epoch 1853 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 1578.06 ms [2022-03-29 07:17:54 main:574] : INFO : Epoch 1854 | loss: 0.0311639 | val_loss: 0.031172 | Time: 1594.55 ms [2022-03-29 07:17:55 main:574] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1576.93 ms [2022-03-29 07:17:57 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 1591.48 ms [2022-03-29 07:17:58 main:574] : INFO : Epoch 1857 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1584.31 ms [2022-03-29 07:18:00 main:574] : INFO : Epoch 1858 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 1581.1 ms [2022-03-29 07:18:02 main:574] : INFO : Epoch 1859 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 1582.29 ms [2022-03-29 07:18:03 main:574] : INFO : Epoch 1860 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 1568.2 ms [2022-03-29 07:18:05 main:574] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 1577.32 ms [2022-03-29 07:18:06 main:574] : INFO : Epoch 1862 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 1593.53 ms [2022-03-29 07:18:08 main:574] : INFO : Epoch 1863 | loss: 0.0311623 | val_loss: 0.0311724 | Time: 1706.56 ms [2022-03-29 07:18:10 main:574] : INFO : Epoch 1864 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 1645.93 ms [2022-03-29 07:18:11 main:574] : INFO : Epoch 1865 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 1598.34 ms [2022-03-29 07:18:13 main:574] : INFO : Epoch 1866 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1594.26 ms [2022-03-29 07:18:14 main:574] : INFO : Epoch 1867 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1598.12 ms [2022-03-29 07:18:16 main:574] : INFO : Epoch 1868 | loss: 0.031162 | val_loss: 0.0311724 | Time: 1595.49 ms [2022-03-29 07:18:18 main:574] : INFO : Epoch 1869 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1601.17 ms [2022-03-29 07:18:19 main:574] : INFO : Epoch 1870 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 1582.79 ms [2022-03-29 07:18:21 main:574] : INFO : Epoch 1871 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1590.2 ms [2022-03-29 07:18:22 main:574] : INFO : Epoch 1872 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 1606.46 ms [2022-03-29 07:18:24 main:574] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 1599.48 ms [2022-03-29 07:18:26 main:574] : INFO : Epoch 1874 | loss: 0.0311608 | val_loss: 0.0311744 | Time: 1582.71 ms [2022-03-29 07:18:27 main:574] : INFO : Epoch 1875 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 1595.42 ms [2022-03-29 07:18:29 main:574] : INFO : Epoch 1876 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 1577.7 ms [2022-03-29 07:18:30 main:574] : INFO : Epoch 1877 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 1603.26 ms [2022-03-29 07:18:32 main:574] : INFO : Epoch 1878 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 1606.3 ms [2022-03-29 07:18:34 main:574] : INFO : Epoch 1879 | loss: 0.0311712 | val_loss: 0.031176 | Time: 1590.36 ms [2022-03-29 07:18:35 main:574] : INFO : Epoch 1880 | loss: 0.0311695 | val_loss: 0.031176 | Time: 1586.54 ms [2022-03-29 07:18:37 main:574] : INFO : Epoch 1881 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 1584.71 ms [2022-03-29 07:18:38 main:574] : INFO : Epoch 1882 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1594.46 ms [2022-03-29 07:18:40 main:574] : INFO : Epoch 1883 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1593.57 ms [2022-03-29 07:18:42 main:574] : INFO : Epoch 1884 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 1598.75 ms [2022-03-29 07:18:43 main:574] : INFO : Epoch 1885 | loss: 0.0311655 | val_loss: 0.0311727 | Time: 1587.53 ms [2022-03-29 07:18:45 main:574] : INFO : Epoch 1886 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 1586.56 ms [2022-03-29 07:18:46 main:574] : INFO : Epoch 1887 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 1584.06 ms [2022-03-29 07:18:48 main:574] : INFO : Epoch 1888 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1583.18 ms [2022-03-29 07:18:49 main:574] : INFO : Epoch 1889 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 1562.86 ms [2022-03-29 07:18:51 main:574] : INFO : Epoch 1890 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 1587.46 ms [2022-03-29 07:18:53 main:574] : INFO : Epoch 1891 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1603.2 ms [2022-03-29 07:18:54 main:574] : INFO : Epoch 1892 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 1589.85 ms [2022-03-29 07:18:56 main:574] : INFO : Epoch 1893 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 1576.6 ms [2022-03-29 07:18:57 main:574] : INFO : Epoch 1894 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 1569.97 ms [2022-03-29 07:18:59 main:574] : INFO : Epoch 1895 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 1595.03 ms [2022-03-29 07:19:01 main:574] : INFO : Epoch 1896 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 1580.26 ms [2022-03-29 07:19:02 main:574] : INFO : Epoch 1897 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 1605.42 ms [2022-03-29 07:19:04 main:574] : INFO : Epoch 1898 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 1581.88 ms [2022-03-29 07:19:05 main:574] : INFO : Epoch 1899 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1589.4 ms [2022-03-29 07:19:07 main:574] : INFO : Epoch 1900 | loss: 0.0311613 | val_loss: 0.03117 | Time: 1604.84 ms [2022-03-29 07:19:09 main:574] : INFO : Epoch 1901 | loss: 0.0311611 | val_loss: 0.031171 | Time: 1616.41 ms [2022-03-29 07:19:10 main:574] : INFO : Epoch 1902 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 1590.84 ms [2022-03-29 07:19:12 main:574] : INFO : Epoch 1903 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 1594.36 ms [2022-03-29 07:19:13 main:574] : INFO : Epoch 1904 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1596.91 ms [2022-03-29 07:19:15 main:574] : INFO : Epoch 1905 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1603.05 ms [2022-03-29 07:19:17 main:574] : INFO : Epoch 1906 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 1587.71 ms [2022-03-29 07:19:18 main:574] : INFO : Epoch 1907 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 1589.81 ms [2022-03-29 07:19:20 main:574] : INFO : Epoch 1908 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 1596.26 ms [2022-03-29 07:19:21 main:574] : INFO : Epoch 1909 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 1598.92 ms [2022-03-29 07:19:23 main:574] : INFO : Epoch 1910 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 1589.96 ms [2022-03-29 07:19:25 main:574] : INFO : Epoch 1911 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 1597.35 ms [2022-03-29 07:19:26 main:574] : INFO : Epoch 1912 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 1583.66 ms [2022-03-29 07:19:28 main:574] : INFO : Epoch 1913 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1589.45 ms [2022-03-29 07:19:29 main:574] : INFO : Epoch 1914 | loss: 0.0311584 | val_loss: 0.031169 | Time: 1603.86 ms [2022-03-29 07:19:31 main:574] : INFO : Epoch 1915 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 1622.02 ms [2022-03-29 07:19:33 main:574] : INFO : Epoch 1916 | loss: 0.0311601 | val_loss: 0.0311712 | Time: 1615.48 ms [2022-03-29 07:19:34 main:574] : INFO : Epoch 1917 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 1600.95 ms [2022-03-29 07:19:36 main:574] : INFO : Epoch 1918 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 1603.52 ms [2022-03-29 07:19:37 main:574] : INFO : Epoch 1919 | loss: 0.0311583 | val_loss: 0.0311689 | Time: 1587.52 ms [2022-03-29 07:19:39 main:574] : INFO : Epoch 1920 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 1600.34 ms [2022-03-29 07:19:41 main:574] : INFO : Epoch 1921 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 1612.44 ms [2022-03-29 07:19:42 main:574] : INFO : Epoch 1922 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 1638.64 ms [2022-03-29 07:19:44 main:574] : INFO : Epoch 1923 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 1627.83 ms [2022-03-29 07:19:45 main:574] : INFO : Epoch 1924 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 1603.75 ms [2022-03-29 07:19:47 main:574] : INFO : Epoch 1925 | loss: 0.0311578 | val_loss: 0.0311707 | Time: 1620.86 ms [2022-03-29 07:19:49 main:574] : INFO : Epoch 1926 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 1600.84 ms [2022-03-29 07:19:50 main:574] : INFO : Epoch 1927 | loss: 0.031161 | val_loss: 0.0311689 | Time: 1622.29 ms [2022-03-29 07:19:52 main:574] : INFO : Epoch 1928 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 1611.63 ms [2022-03-29 07:19:54 main:574] : INFO : Epoch 1929 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 1606.21 ms [2022-03-29 07:19:55 main:574] : INFO : Epoch 1930 | loss: 0.031159 | val_loss: 0.0311708 | Time: 1600.11 ms [2022-03-29 07:19:57 main:574] : INFO : Epoch 1931 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 1613.83 ms [2022-03-29 07:19:58 main:574] : INFO : Epoch 1932 | loss: 0.0311588 | val_loss: 0.0311694 | Time: 1602.78 ms [2022-03-29 07:20:00 main:574] : INFO : Epoch 1933 | loss: 0.031158 | val_loss: 0.0311692 | Time: 1621.83 ms [2022-03-29 07:20:02 main:574] : INFO : Epoch 1934 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 1623.93 ms [2022-03-29 07:20:03 main:574] : INFO : Epoch 1935 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 1605.26 ms [2022-03-29 07:20:05 main:574] : INFO : Epoch 1936 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 1582.13 ms [2022-03-29 07:20:06 main:574] : INFO : Epoch 1937 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 1625.17 ms [2022-03-29 07:20:08 main:574] : INFO : Epoch 1938 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 1616.41 ms [2022-03-29 07:20:10 main:574] : INFO : Epoch 1939 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 1598 ms [2022-03-29 07:20:11 main:574] : INFO : Epoch 1940 | loss: 0.0311559 | val_loss: 0.0311709 | Time: 1589.93 ms [2022-03-29 07:20:13 main:574] : INFO : Epoch 1941 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 1594.5 ms [2022-03-29 07:20:14 main:574] : INFO : Epoch 1942 | loss: 0.0311566 | val_loss: 0.0311682 | Time: 1593.3 ms [2022-03-29 07:20:16 main:574] : INFO : Epoch 1943 | loss: 0.0311577 | val_loss: 0.0311694 | Time: 1596.42 ms [2022-03-29 07:20:18 main:574] : INFO : Epoch 1944 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 1608.83 ms [2022-03-29 07:20:19 main:574] : INFO : Epoch 1945 | loss: 0.0311572 | val_loss: 0.0311687 | Time: 1582.97 ms [2022-03-29 07:20:21 main:574] : INFO : Epoch 1946 | loss: 0.031158 | val_loss: 0.0311718 | Time: 1616.13 ms [2022-03-29 07:20:22 main:574] : INFO : Epoch 1947 | loss: 0.0311586 | val_loss: 0.0311724 | Time: 1595.34 ms [2022-03-29 07:20:24 main:574] : INFO : Epoch 1948 | loss: 0.0311566 | val_loss: 0.0311723 | Time: 1598.93 ms [2022-03-29 07:20:26 main:574] : INFO : Epoch 1949 | loss: 0.0311567 | val_loss: 0.0311707 | Time: 1594.17 ms [2022-03-29 07:20:27 main:574] : INFO : Epoch 1950 | loss: 0.031156 | val_loss: 0.0311675 | Time: 1620.03 ms [2022-03-29 07:20:29 main:574] : INFO : Epoch 1951 | loss: 0.0311559 | val_loss: 0.0311702 | Time: 1615.8 ms [2022-03-29 07:20:31 main:574] : INFO : Epoch 1952 | loss: 0.0311689 | val_loss: 0.03118 | Time: 1609.68 ms [2022-03-29 07:20:32 main:574] : INFO : Epoch 1953 | loss: 0.0311705 | val_loss: 0.0311703 | Time: 1612.82 ms [2022-03-29 07:20:34 main:574] : INFO : Epoch 1954 | loss: 0.0311633 | val_loss: 0.031166 | Time: 1608.51 ms [2022-03-29 07:20:35 main:574] : INFO : Epoch 1955 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 1588.81 ms [2022-03-29 07:20:37 main:574] : INFO : Epoch 1956 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 1606.63 ms [2022-03-29 07:20:39 main:574] : INFO : Epoch 1957 | loss: 0.03116 | val_loss: 0.0311681 | Time: 1581.8 ms [2022-03-29 07:20:40 main:574] : INFO : Epoch 1958 | loss: 0.0311587 | val_loss: 0.0311658 | Time: 1597.1 ms [2022-03-29 07:20:42 main:574] : INFO : Epoch 1959 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1584.53 ms [2022-03-29 07:20:43 main:574] : INFO : Epoch 1960 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 1619.14 ms [2022-03-29 07:20:45 main:574] : INFO : Epoch 1961 | loss: 0.0311567 | val_loss: 0.0311667 | Time: 1601.6 ms [2022-03-29 07:20:47 main:574] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 1587.41 ms [2022-03-29 07:20:48 main:574] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 1592.88 ms [2022-03-29 07:20:50 main:574] : INFO : Epoch 1964 | loss: 0.0311558 | val_loss: 0.0311683 | Time: 1594.5 ms [2022-03-29 07:20:51 main:574] : INFO : Epoch 1965 | loss: 0.0311553 | val_loss: 0.0311682 | Time: 1567.86 ms [2022-03-29 07:20:53 main:574] : INFO : Epoch 1966 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 1625.52 ms [2022-03-29 07:20:55 main:574] : INFO : Epoch 1967 | loss: 0.0311546 | val_loss: 0.031167 | Time: 1580.5 ms [2022-03-29 07:20:56 main:574] : INFO : Epoch 1968 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 1599.59 ms [2022-03-29 07:20:58 main:574] : INFO : Epoch 1969 | loss: 0.0311544 | val_loss: 0.0311675 | Time: 1609.88 ms [2022-03-29 07:20:59 main:574] : INFO : Epoch 1970 | loss: 0.0311546 | val_loss: 0.0311698 | Time: 1590.86 ms [2022-03-29 07:21:01 main:574] : INFO : Epoch 1971 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 1581.98 ms [2022-03-29 07:21:03 main:574] : INFO : Epoch 1972 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 1587.43 ms [2022-03-29 07:21:04 main:574] : INFO : Epoch 1973 | loss: 0.0311536 | val_loss: 0.031167 | Time: 1613.63 ms [2022-03-29 07:21:06 main:574] : INFO : Epoch 1974 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 1587.53 ms [2022-03-29 07:21:07 main:574] : INFO : Epoch 1975 | loss: 0.0311539 | val_loss: 0.0311704 | Time: 1609.14 ms [2022-03-29 07:21:09 main:574] : INFO : Epoch 1976 | loss: 0.0311532 | val_loss: 0.0311794 | Time: 1625.61 ms [2022-03-29 07:21:11 main:574] : INFO : Epoch 1977 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 1609.44 ms [2022-03-29 07:21:12 main:574] : INFO : Epoch 1978 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 1601.51 ms [2022-03-29 07:21:14 main:574] : INFO : Epoch 1979 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 1607.6 ms [2022-03-29 07:21:15 main:574] : INFO : Epoch 1980 | loss: 0.0311543 | val_loss: 0.0311688 | Time: 1599.09 ms [2022-03-29 07:21:17 main:574] : INFO : Epoch 1981 | loss: 0.0311536 | val_loss: 0.0311693 | Time: 1599.52 ms [2022-03-29 07:21:19 main:574] : INFO : Epoch 1982 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 1590.09 ms [2022-03-29 07:21:20 main:574] : INFO : Epoch 1983 | loss: 0.0311525 | val_loss: 0.0311716 | Time: 1606.45 ms [2022-03-29 07:21:22 main:574] : INFO : Epoch 1984 | loss: 0.0311544 | val_loss: 0.0311684 | Time: 1589.89 ms [2022-03-29 07:21:23 main:574] : INFO : Epoch 1985 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 1593.73 ms [2022-03-29 07:21:25 main:574] : INFO : Epoch 1986 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 1583.79 ms [2022-03-29 07:21:27 main:574] : INFO : Epoch 1987 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1603.4 ms [2022-03-29 07:21:28 main:574] : INFO : Epoch 1988 | loss: 0.0311541 | val_loss: 0.0311684 | Time: 1608.94 ms [2022-03-29 07:21:30 main:574] : INFO : Epoch 1989 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 1614.62 ms [2022-03-29 07:21:31 main:574] : INFO : Epoch 1990 | loss: 0.0311546 | val_loss: 0.031171 | Time: 1631.11 ms [2022-03-29 07:21:33 main:574] : INFO : Epoch 1991 | loss: 0.031153 | val_loss: 0.0311718 | Time: 1622.64 ms [2022-03-29 07:21:35 main:574] : INFO : Epoch 1992 | loss: 0.0311512 | val_loss: 0.031171 | Time: 1614.89 ms [2022-03-29 07:21:36 main:574] : INFO : Epoch 1993 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 1587.58 ms [2022-03-29 07:21:38 main:574] : INFO : Epoch 1994 | loss: 0.0311518 | val_loss: 0.0311752 | Time: 1620.58 ms [2022-03-29 07:21:39 main:574] : INFO : Epoch 1995 | loss: 0.0311517 | val_loss: 0.0311717 | Time: 1609.66 ms [2022-03-29 07:21:41 main:574] : INFO : Epoch 1996 | loss: 0.0311521 | val_loss: 0.0311724 | Time: 1605.88 ms [2022-03-29 07:21:43 main:574] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 1616.52 ms [2022-03-29 07:21:44 main:574] : INFO : Epoch 1998 | loss: 0.0311515 | val_loss: 0.0311716 | Time: 1596.27 ms [2022-03-29 07:21:46 main:574] : INFO : Epoch 1999 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 1585.07 ms [2022-03-29 07:21:48 main:574] : INFO : Epoch 2000 | loss: 0.0311506 | val_loss: 0.0311721 | Time: 1627.44 ms [2022-03-29 07:21:49 main:574] : INFO : Epoch 2001 | loss: 0.03115 | val_loss: 0.0311743 | Time: 1619.21 ms [2022-03-29 07:21:51 main:574] : INFO : Epoch 2002 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 1627.26 ms [2022-03-29 07:21:52 main:574] : INFO : Epoch 2003 | loss: 0.0311526 | val_loss: 0.0311705 | Time: 1609.93 ms [2022-03-29 07:21:54 main:574] : INFO : Epoch 2004 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 1635.96 ms [2022-03-29 07:21:56 main:574] : INFO : Epoch 2005 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 1636.81 ms [2022-03-29 07:21:57 main:574] : INFO : Epoch 2006 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 1630.56 ms [2022-03-29 07:21:59 main:574] : INFO : Epoch 2007 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 1603.42 ms [2022-03-29 07:22:01 main:574] : INFO : Epoch 2008 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 1613.18 ms [2022-03-29 07:22:02 main:574] : INFO : Epoch 2009 | loss: 0.0311561 | val_loss: 0.031166 | Time: 1631.07 ms [2022-03-29 07:22:04 main:574] : INFO : Epoch 2010 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 1639.53 ms [2022-03-29 07:22:05 main:574] : INFO : Epoch 2011 | loss: 0.0311548 | val_loss: 0.0311662 | Time: 1638.6 ms [2022-03-29 07:22:07 main:574] : INFO : Epoch 2012 | loss: 0.0311559 | val_loss: 0.0311694 | Time: 1616.22 ms [2022-03-29 07:22:09 main:574] : INFO : Epoch 2013 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 1616.92 ms [2022-03-29 07:22:10 main:574] : INFO : Epoch 2014 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 1606.01 ms [2022-03-29 07:22:12 main:574] : INFO : Epoch 2015 | loss: 0.0311524 | val_loss: 0.0311675 | Time: 1614.71 ms [2022-03-29 07:22:14 main:574] : INFO : Epoch 2016 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 1646.89 ms [2022-03-29 07:22:15 main:574] : INFO : Epoch 2017 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 1682.38 ms [2022-03-29 07:22:17 main:574] : INFO : Epoch 2018 | loss: 0.0311523 | val_loss: 0.0311674 | Time: 1706.64 ms [2022-03-29 07:22:19 main:574] : INFO : Epoch 2019 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 1636.33 ms [2022-03-29 07:22:20 main:574] : INFO : Epoch 2020 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 1630.01 ms [2022-03-29 07:22:22 main:574] : INFO : Epoch 2021 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 1627.74 ms [2022-03-29 07:22:23 main:574] : INFO : Epoch 2022 | loss: 0.0311535 | val_loss: 0.0311718 | Time: 1615.24 ms [2022-03-29 07:22:25 main:574] : INFO : Epoch 2023 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 1618.76 ms [2022-03-29 07:22:27 main:574] : INFO : Epoch 2024 | loss: 0.0311523 | val_loss: 0.0311689 | Time: 1612.56 ms [2022-03-29 07:22:28 main:574] : INFO : Epoch 2025 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1628.89 ms [2022-03-29 07:22:30 main:574] : INFO : Epoch 2026 | loss: 0.0311505 | val_loss: 0.0311676 | Time: 1603.82 ms [2022-03-29 07:22:32 main:574] : INFO : Epoch 2027 | loss: 0.0311512 | val_loss: 0.031171 | Time: 1644.71 ms [2022-03-29 07:22:33 main:574] : INFO : Epoch 2028 | loss: 0.0311521 | val_loss: 0.0311705 | Time: 1625.17 ms [2022-03-29 07:22:35 main:574] : INFO : Epoch 2029 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 1625.36 ms [2022-03-29 07:22:36 main:574] : INFO : Epoch 2030 | loss: 0.0311519 | val_loss: 0.03117 | Time: 1618.46 ms [2022-03-29 07:22:38 main:574] : INFO : Epoch 2031 | loss: 0.0311523 | val_loss: 0.0311687 | Time: 1605.67 ms [2022-03-29 07:22:40 main:574] : INFO : Epoch 2032 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 1622.67 ms [2022-03-29 07:22:41 main:574] : INFO : Epoch 2033 | loss: 0.03115 | val_loss: 0.0311729 | Time: 1609.15 ms [2022-03-29 07:22:43 main:574] : INFO : Epoch 2034 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 1592.69 ms [2022-03-29 07:22:45 main:574] : INFO : Epoch 2035 | loss: 0.0311499 | val_loss: 0.0311666 | Time: 1615.48 ms [2022-03-29 07:22:46 main:574] : INFO : Epoch 2036 | loss: 0.0311508 | val_loss: 0.031175 | Time: 1602.92 ms [2022-03-29 07:22:48 main:574] : INFO : Epoch 2037 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 1609.21 ms [2022-03-29 07:22:49 main:574] : INFO : Epoch 2038 | loss: 0.0311497 | val_loss: 0.0311682 | Time: 1603.41 ms [2022-03-29 07:22:51 main:574] : INFO : Epoch 2039 | loss: 0.0311482 | val_loss: 0.0311745 | Time: 1601.15 ms [2022-03-29 07:22:53 main:574] : INFO : Epoch 2040 | loss: 0.0311494 | val_loss: 0.0311734 | Time: 1577.11 ms [2022-03-29 07:22:54 main:574] : INFO : Epoch 2041 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 1589.26 ms [2022-03-29 07:22:56 main:574] : INFO : Epoch 2042 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 1623.93 ms [2022-03-29 07:22:57 main:574] : INFO : Epoch 2043 | loss: 0.0311481 | val_loss: 0.0311729 | Time: 1596.03 ms [2022-03-29 07:22:59 main:574] : INFO : Epoch 2044 | loss: 0.0311476 | val_loss: 0.0311744 | Time: 1600.55 ms [2022-03-29 07:23:01 main:574] : INFO : Epoch 2045 | loss: 0.0311471 | val_loss: 0.0311696 | Time: 1605.27 ms [2022-03-29 07:23:02 main:574] : INFO : Epoch 2046 | loss: 0.0311475 | val_loss: 0.0311694 | Time: 1602.6 ms [2022-03-29 07:23:04 main:574] : INFO : Epoch 2047 | loss: 0.03115 | val_loss: 0.0311707 | Time: 1597.9 ms [2022-03-29 07:23:05 main:574] : INFO : Epoch 2048 | loss: 0.031148 | val_loss: 0.0311737 | Time: 1595.78 ms [2022-03-29 07:23:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311737 [2022-03-29 07:23:05 main:603] : INFO : Saving end state to config to file [2022-03-29 07:23:05 main:608] : INFO : Success, exiting.. 07:23:05 (3548): 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)