Task 13602163
| Name | ParityModified-1647041787-28783-2-0_0 |
| Workunit | 10695852 |
| Created | 23 Mar 2022, 0:54:05 UTC |
| Sent | 30 Mar 2022, 13:21:36 UTC |
| Report deadline | 7 Apr 2022, 13:21:36 UTC |
| Received | 7 Apr 2022, 14:32:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16232 |
| Run time | 3 hours 50 min 29 sec |
| CPU time | 3 hours 49 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,378.95 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -07 08:36:04 main:574] : INFO : Epoch 1552 | loss: 0.00171987 | val_loss: 0.00166213 | Time: 6718.81 ms [2022-04-07 08:36:11 main:574] : INFO : Epoch 1553 | loss: 0.00167142 | val_loss: 0.00161072 | Time: 6686.87 ms [2022-04-07 08:36:17 main:574] : INFO : Epoch 1554 | loss: 0.00163412 | val_loss: 0.0015466 | Time: 6714.13 ms [2022-04-07 08:36:24 main:574] : INFO : Epoch 1555 | loss: 0.00157279 | val_loss: 0.00152817 | Time: 6665.76 ms [2022-04-07 08:36:31 main:574] : INFO : Epoch 1556 | loss: 0.00157105 | val_loss: 0.00151125 | Time: 6821.77 ms [2022-04-07 08:36:38 main:574] : INFO : Epoch 1557 | loss: 0.00157343 | val_loss: 0.00150093 | Time: 6701.71 ms [2022-04-07 08:36:44 main:574] : INFO : Epoch 1558 | loss: 0.00158583 | val_loss: 0.0015228 | Time: 6749.99 ms [2022-04-07 08:36:51 main:574] : INFO : Epoch 1559 | loss: 0.00175984 | val_loss: 0.00221205 | Time: 6606.83 ms [2022-04-07 08:36:58 main:574] : INFO : Epoch 1560 | loss: 0.00182585 | val_loss: 0.00157501 | Time: 6704.67 ms [2022-04-07 08:37:05 main:574] : INFO : Epoch 1561 | loss: 0.00162003 | val_loss: 0.00151632 | Time: 6752.58 ms [2022-04-07 08:37:11 main:574] : INFO : Epoch 1562 | loss: 0.00157417 | val_loss: 0.00151622 | Time: 6687.12 ms [2022-04-07 08:37:18 main:574] : INFO : Epoch 1563 | loss: 0.00176013 | val_loss: 0.00185372 | Time: 6758.82 ms [2022-04-07 08:37:25 main:574] : INFO : Epoch 1564 | loss: 0.00170778 | val_loss: 0.00154599 | Time: 6747.39 ms [2022-04-07 08:37:32 main:574] : INFO : Epoch 1565 | loss: 0.00157922 | val_loss: 0.00151656 | Time: 6702.07 ms [2022-04-07 08:37:38 main:574] : INFO : Epoch 1566 | loss: 0.00156833 | val_loss: 0.00163198 | Time: 6618.28 ms [2022-04-07 08:37:45 main:574] : INFO : Epoch 1567 | loss: 0.00174992 | val_loss: 0.0016 | Time: 6672.92 ms [2022-04-07 08:37:52 main:574] : INFO : Epoch 1568 | loss: 0.00167767 | val_loss: 0.00168274 | Time: 6726.37 ms [2022-04-07 08:37:58 main:574] : INFO : Epoch 1569 | loss: 0.00160411 | val_loss: 0.00152188 | Time: 6717.14 ms [2022-04-07 08:38:05 main:574] : INFO : Epoch 1570 | loss: 0.00156589 | val_loss: 0.00151208 | Time: 6718.1 ms [2022-04-07 08:38:12 main:574] : INFO : Epoch 1571 | loss: 0.00166119 | val_loss: 0.00204175 | Time: 6663.99 ms [2022-04-07 08:38:18 main:574] : INFO : Epoch 1572 | loss: 0.00168721 | val_loss: 0.00154454 | Time: 6706 ms [2022-04-07 08:38:25 main:574] : INFO : Epoch 1573 | loss: 0.00160943 | val_loss: 0.0015264 | Time: 6770.48 ms [2022-04-07 08:38:32 main:574] : INFO : Epoch 1574 | loss: 0.00169706 | val_loss: 0.00156388 | Time: 6713.77 ms [2022-04-07 08:38:39 main:574] : INFO : Epoch 1575 | loss: 0.00164254 | val_loss: 0.00164479 | Time: 6766.35 ms [2022-04-07 08:38:45 main:574] : INFO : Epoch 1576 | loss: 0.00192318 | val_loss: 0.00163943 | Time: 6700.87 ms [2022-04-07 08:38:52 main:574] : INFO : Epoch 1577 | loss: 0.0016841 | val_loss: 0.0015264 | Time: 6753.89 ms [2022-04-07 08:38:59 main:574] : INFO : Epoch 1578 | loss: 0.00157277 | val_loss: 0.00151627 | Time: 6748.66 ms [2022-04-07 08:39:06 main:574] : INFO : Epoch 1579 | loss: 0.00164018 | val_loss: 0.00158305 | Time: 6689.2 ms [2022-04-07 08:39:12 main:574] : INFO : Epoch 1580 | loss: 0.00159762 | val_loss: 0.00157811 | Time: 6684.47 ms [2022-04-07 08:39:19 main:574] : INFO : Epoch 1581 | loss: 0.00167087 | val_loss: 0.00156236 | Time: 6750.81 ms [2022-04-07 08:39:26 main:574] : INFO : Epoch 1582 | loss: 0.00155386 | val_loss: 0.00148381 | Time: 6677.41 ms [2022-04-07 08:39:32 main:574] : INFO : Epoch 1583 | loss: 0.00161646 | val_loss: 0.00169975 | Time: 6642.05 ms [2022-04-07 08:39:39 main:574] : INFO : Epoch 1584 | loss: 0.00175697 | val_loss: 0.00155601 | Time: 6760.73 ms [2022-04-07 08:39:46 main:574] : INFO : Epoch 1585 | loss: 0.00159824 | val_loss: 0.00151746 | Time: 6617.92 ms [2022-04-07 08:39:53 main:574] : INFO : Epoch 1586 | loss: 0.00155655 | val_loss: 0.00148704 | Time: 6660.92 ms [2022-04-07 08:39:59 main:574] : INFO : Epoch 1587 | loss: 0.00172297 | val_loss: 0.00159384 | Time: 6721.75 ms [2022-04-07 08:40:06 main:574] : INFO : Epoch 1588 | loss: 0.0016937 | val_loss: 0.00152474 | Time: 6732.52 ms [2022-04-07 08:40:13 main:574] : INFO : Epoch 1589 | loss: 0.0016081 | val_loss: 0.00164412 | Time: 6683.44 ms [2022-04-07 08:40:19 main:574] : INFO : Epoch 1590 | loss: 0.00161266 | val_loss: 0.00150698 | Time: 6631.62 ms [2022-04-07 08:40:26 main:574] : INFO : Epoch 1591 | loss: 0.00156403 | val_loss: 0.00148725 | Time: 6692.26 ms [2022-04-07 08:40:33 main:574] : INFO : Epoch 1592 | loss: 0.00173995 | val_loss: 0.00176529 | Time: 6770.87 ms [2022-04-07 08:40:40 main:574] : INFO : Epoch 1593 | loss: 0.00166576 | val_loss: 0.00153123 | Time: 6724.19 ms [2022-04-07 08:40:46 main:574] : INFO : Epoch 1594 | loss: 0.00164628 | val_loss: 0.00189752 | Time: 6762.87 ms [2022-04-07 08:40:53 main:574] : INFO : Epoch 1595 | loss: 0.00182337 | val_loss: 0.00156363 | Time: 6745.39 ms [2022-04-07 08:41:00 main:574] : INFO : Epoch 1596 | loss: 0.00166731 | val_loss: 0.00156021 | Time: 6665.47 ms [2022-04-07 08:41:07 main:574] : INFO : Epoch 1597 | loss: 0.00165935 | val_loss: 0.00168996 | Time: 6800.43 ms [2022-04-07 08:41:13 main:574] : INFO : Epoch 1598 | loss: 0.00168015 | val_loss: 0.0015085 | Time: 6740.18 ms [2022-04-07 08:41:20 main:574] : INFO : Epoch 1599 | loss: 0.00161967 | val_loss: 0.00156461 | Time: 6688.07 ms [2022-04-07 08:41:27 main:574] : INFO : Epoch 1600 | loss: 0.00159554 | val_loss: 0.00159746 | Time: 6742.27 ms [2022-04-07 08:41:34 main:574] : INFO : Epoch 1601 | loss: 0.00164572 | val_loss: 0.00156608 | Time: 6765.16 ms [2022-04-07 08:41:40 main:574] : INFO : Epoch 1602 | loss: 0.00157143 | val_loss: 0.00148384 | Time: 6757.21 ms [2022-04-07 08:41:47 main:574] : INFO : Epoch 1603 | loss: 0.00165641 | val_loss: 0.00151359 | Time: 6763.16 ms [2022-04-07 08:41:54 main:574] : INFO : Epoch 1604 | loss: 0.0015784 | val_loss: 0.00147945 | Time: 6733.05 ms [2022-04-07 08:42:01 main:574] : INFO : Epoch 1605 | loss: 0.00171592 | val_loss: 0.00173588 | Time: 6711.26 ms [2022-04-07 08:42:07 main:574] : INFO : Epoch 1606 | loss: 0.00164524 | val_loss: 0.00152439 | Time: 6645.62 ms [2022-04-07 08:42:14 main:574] : INFO : Epoch 1607 | loss: 0.00156122 | val_loss: 0.00148475 | Time: 6727.66 ms [2022-04-07 08:42:21 main:574] : INFO : Epoch 1608 | loss: 0.00160004 | val_loss: 0.00219807 | Time: 6746.75 ms [2022-04-07 08:42:27 main:574] : INFO : Epoch 1609 | loss: 0.00201598 | val_loss: 0.00186581 | Time: 6733.4 ms [2022-04-07 08:42:34 main:574] : INFO : Epoch 1610 | loss: 0.00169724 | val_loss: 0.00157074 | Time: 6737.3 ms [2022-04-07 08:42:41 main:574] : INFO : Epoch 1611 | loss: 0.00160658 | val_loss: 0.00157574 | Time: 6705.22 ms [2022-04-07 08:42:48 main:574] : INFO : Epoch 1612 | loss: 0.00158913 | val_loss: 0.00148736 | Time: 6704.94 ms [2022-04-07 08:42:54 main:574] : INFO : Epoch 1613 | loss: 0.00153714 | val_loss: 0.00147451 | Time: 6734.44 ms [2022-04-07 08:43:01 main:574] : INFO : Epoch 1614 | loss: 0.0015401 | val_loss: 0.00148746 | Time: 6670.05 ms [2022-04-07 08:43:08 main:574] : INFO : Epoch 1615 | loss: 0.00155539 | val_loss: 0.00168064 | Time: 6666.97 ms [2022-04-07 08:43:14 main:574] : INFO : Epoch 1616 | loss: 0.00191019 | val_loss: 0.00164878 | Time: 6685.11 ms [2022-04-07 08:43:21 main:574] : INFO : Epoch 1617 | loss: 0.00175415 | val_loss: 0.00167102 | Time: 6768.11 ms [2022-04-07 08:43:28 main:574] : INFO : Epoch 1618 | loss: 0.00160226 | val_loss: 0.00150464 | Time: 6754.45 ms [2022-04-07 08:43:35 main:574] : INFO : Epoch 1619 | loss: 0.00154219 | val_loss: 0.00149697 | Time: 6736.57 ms [2022-04-07 08:43:41 main:574] : INFO : Epoch 1620 | loss: 0.00155857 | val_loss: 0.0015197 | Time: 6711.47 ms [2022-04-07 08:43:48 main:574] : INFO : Epoch 1621 | loss: 0.00165872 | val_loss: 0.00151616 | Time: 6735.24 ms [2022-04-07 08:43:55 main:574] : INFO : Epoch 1622 | loss: 0.00155195 | val_loss: 0.00147556 | Time: 6700.38 ms [2022-04-07 08:44:02 main:574] : INFO : Epoch 1623 | loss: 0.0015337 | val_loss: 0.00146591 | Time: 6744.61 ms [2022-04-07 08:44:08 main:574] : INFO : Epoch 1624 | loss: 0.0016023 | val_loss: 0.0018449 | Time: 6787.93 ms [2022-04-07 08:44:15 main:574] : INFO : Epoch 1625 | loss: 0.00177719 | val_loss: 0.00158979 | Time: 6723.55 ms [2022-04-07 08:44:22 main:574] : INFO : Epoch 1626 | loss: 0.00156111 | val_loss: 0.00147563 | Time: 6732.72 ms [2022-04-07 08:44:29 main:574] : INFO : Epoch 1627 | loss: 0.00154941 | val_loss: 0.00167976 | Time: 6689.48 ms [2022-04-07 08:44:35 main:574] : INFO : Epoch 1628 | loss: 0.00173313 | val_loss: 0.00158658 | Time: 6673.94 ms [2022-04-07 08:44:42 main:574] : INFO : Epoch 1629 | loss: 0.00161554 | val_loss: 0.0018629 | Time: 6610.54 ms [2022-04-07 08:44:49 main:574] : INFO : Epoch 1630 | loss: 0.00164685 | val_loss: 0.00157342 | Time: 6665.81 ms [2022-04-07 08:44:55 main:574] : INFO : Epoch 1631 | loss: 0.00160956 | val_loss: 0.00158902 | Time: 6729.5 ms [2022-04-07 08:45:02 main:574] : INFO : Epoch 1632 | loss: 0.00155181 | val_loss: 0.00146391 | Time: 6664.69 ms [2022-04-07 08:45:09 main:574] : INFO : Epoch 1633 | loss: 0.00152611 | val_loss: 0.00146383 | Time: 6666.76 ms [2022-04-07 08:45:15 main:574] : INFO : Epoch 1634 | loss: 0.0015361 | val_loss: 0.00154493 | Time: 6770.86 ms [2022-04-07 08:45:22 main:574] : INFO : Epoch 1635 | loss: 0.00163204 | val_loss: 0.00165512 | Time: 6737.05 ms [2022-04-07 08:45:29 main:574] : INFO : Epoch 1636 | loss: 0.00159524 | val_loss: 0.00148644 | Time: 6749.09 ms [2022-04-07 08:45:36 main:574] : INFO : Epoch 1637 | loss: 0.00155118 | val_loss: 0.00171936 | Time: 6781.72 ms [2022-04-07 08:45:42 main:574] : INFO : Epoch 1638 | loss: 0.00169567 | val_loss: 0.00154631 | Time: 6739.93 ms [2022-04-07 08:45:49 main:574] : INFO : Epoch 1639 | loss: 0.00162739 | val_loss: 0.00150836 | Time: 6752.65 ms [2022-04-07 08:45:56 main:574] : INFO : Epoch 1640 | loss: 0.00157983 | val_loss: 0.0014807 | Time: 6757.52 ms [2022-04-07 08:46:03 main:574] : INFO : Epoch 1641 | loss: 0.00162147 | val_loss: 0.00147605 | Time: 6674.14 ms [2022-04-07 08:46:09 main:574] : INFO : Epoch 1642 | loss: 0.00155156 | val_loss: 0.00146117 | Time: 6681.29 ms [2022-04-07 08:46:16 main:574] : INFO : Epoch 1643 | loss: 0.00150561 | val_loss: 0.00147236 | Time: 6689.73 ms [2022-04-07 08:46:23 main:574] : INFO : Epoch 1644 | loss: 0.00152181 | val_loss: 0.00153424 | Time: 6739.5 ms [2022-04-07 08:46:30 main:574] : INFO : Epoch 1645 | loss: 0.0015266 | val_loss: 0.00146404 | Time: 6801.76 ms [2022-04-07 08:46:36 main:574] : INFO : Epoch 1646 | loss: 0.00154152 | val_loss: 0.00151856 | Time: 6749.78 ms [2022-04-07 08:46:43 main:574] : INFO : Epoch 1647 | loss: 0.00182714 | val_loss: 0.00188459 | Time: 6714.63 ms [2022-04-07 08:46:50 main:574] : INFO : Epoch 1648 | loss: 0.00238978 | val_loss: 0.0027629 | Time: 6759.59 ms [2022-04-07 08:46:57 main:574] : INFO : Epoch 1649 | loss: 0.00212718 | val_loss: 0.001697 | Time: 6788.44 ms [2022-04-07 08:47:03 main:574] : INFO : Epoch 1650 | loss: 0.00171052 | val_loss: 0.00158951 | Time: 6755.38 ms [2022-04-07 08:47:10 main:574] : INFO : Epoch 1651 | loss: 0.0016268 | val_loss: 0.0015171 | Time: 6744.72 ms [2022-04-07 08:47:17 main:574] : INFO : Epoch 1652 | loss: 0.00162416 | val_loss: 0.00181568 | Time: 6764.64 ms [2022-04-07 08:47:24 main:574] : INFO : Epoch 1653 | loss: 0.00168696 | val_loss: 0.00156478 | Time: 6684.42 ms [2022-04-07 08:47:30 main:574] : INFO : Epoch 1654 | loss: 0.00162917 | val_loss: 0.00163026 | Time: 6736.78 ms [2022-04-07 08:47:37 main:574] : INFO : Epoch 1655 | loss: 0.00163771 | val_loss: 0.00153719 | Time: 6732.96 ms [2022-04-07 08:47:44 main:574] : INFO : Epoch 1656 | loss: 0.00162815 | val_loss: 0.0016885 | Time: 6626.42 ms [2022-04-07 08:47:51 main:574] : INFO : Epoch 1657 | loss: 0.00166262 | val_loss: 0.00151074 | Time: 6707.64 ms [2022-04-07 08:47:57 main:574] : INFO : Epoch 1658 | loss: 0.0015662 | val_loss: 0.00148277 | Time: 6748.48 ms [2022-04-07 08:48:04 main:574] : INFO : Epoch 1659 | loss: 0.0015636 | val_loss: 0.001653 | Time: 6708.78 ms [2022-04-07 08:48:11 main:574] : INFO : Epoch 1660 | loss: 0.00169278 | val_loss: 0.00150385 | Time: 6762.19 ms [2022-04-07 08:48:18 main:574] : INFO : Epoch 1661 | loss: 0.00159777 | val_loss: 0.00150101 | Time: 6702.84 ms [2022-04-07 08:48:24 main:574] : INFO : Epoch 1662 | loss: 0.00154465 | val_loss: 0.00147553 | Time: 6703.4 ms [2022-04-07 08:48:31 main:574] : INFO : Epoch 1663 | loss: 0.00152801 | val_loss: 0.00147937 | Time: 6845.77 ms [2022-04-07 08:48:38 main:574] : INFO : Epoch 1664 | loss: 0.00153529 | val_loss: 0.00147701 | Time: 6798.33 ms [2022-04-07 08:48:45 main:574] : INFO : Epoch 1665 | loss: 0.00153276 | val_loss: 0.0014636 | Time: 6695 ms [2022-04-07 08:48:51 main:574] : INFO : Epoch 1666 | loss: 0.0017016 | val_loss: 0.00228261 | Time: 6663.83 ms [2022-04-07 08:48:58 main:574] : INFO : Epoch 1667 | loss: 0.00192988 | val_loss: 0.00162347 | Time: 6651.75 ms [2022-04-07 08:49:05 main:574] : INFO : Epoch 1668 | loss: 0.00161831 | val_loss: 0.00151509 | Time: 6662.77 ms [2022-04-07 08:49:11 main:574] : INFO : Epoch 1669 | loss: 0.0015705 | val_loss: 0.00149711 | Time: 6677.33 ms [2022-04-07 08:49:18 main:574] : INFO : Epoch 1670 | loss: 0.00164048 | val_loss: 0.00154811 | Time: 6725.9 ms [2022-04-07 08:49:25 main:574] : INFO : Epoch 1671 | loss: 0.00155278 | val_loss: 0.00146123 | Time: 6736.24 ms [2022-04-07 08:49:31 main:574] : INFO : Epoch 1672 | loss: 0.00153734 | val_loss: 0.00154581 | Time: 6666.08 ms [2022-04-07 08:49:38 main:574] : INFO : Epoch 1673 | loss: 0.00153575 | val_loss: 0.00155505 | Time: 6717.5 ms [2022-04-07 08:49:45 main:574] : INFO : Epoch 1674 | loss: 0.00203811 | val_loss: 0.00165267 | Time: 6699.54 ms [2022-04-07 08:49:52 main:574] : INFO : Epoch 1675 | loss: 0.00168642 | val_loss: 0.00150428 | Time: 6738.14 ms [2022-04-07 08:49:58 main:574] : INFO : Epoch 1676 | loss: 0.001602 | val_loss: 0.00149191 | Time: 6711.28 ms [2022-04-07 08:50:05 main:574] : INFO : Epoch 1677 | loss: 0.00154191 | val_loss: 0.00148386 | Time: 6728.78 ms [2022-04-07 08:50:12 main:574] : INFO : Epoch 1678 | loss: 0.0015424 | val_loss: 0.00158907 | Time: 6746 ms [2022-04-07 08:50:19 main:574] : INFO : Epoch 1679 | loss: 0.00170031 | val_loss: 0.00150919 | Time: 6760.71 ms [2022-04-07 08:50:26 main:574] : INFO : Epoch 1680 | loss: 0.00162445 | val_loss: 0.00156844 | Time: 6799.93 ms [2022-04-07 08:50:32 main:574] : INFO : Epoch 1681 | loss: 0.00158068 | val_loss: 0.0016154 | Time: 6662.14 ms [2022-04-07 08:50:39 main:574] : INFO : Epoch 1682 | loss: 0.00161024 | val_loss: 0.00147605 | Time: 6790.55 ms [2022-04-07 08:50:46 main:574] : INFO : Epoch 1683 | loss: 0.00153106 | val_loss: 0.00147038 | Time: 6661.79 ms [2022-04-07 08:50:52 main:574] : INFO : Epoch 1684 | loss: 0.0015694 | val_loss: 0.00150118 | Time: 6593.3 ms [2022-04-07 08:50:59 main:574] : INFO : Epoch 1685 | loss: 0.00170462 | val_loss: 0.00165046 | Time: 6655.7 ms [2022-04-07 08:51:06 main:574] : INFO : Epoch 1686 | loss: 0.00180991 | val_loss: 0.00199604 | Time: 6762.55 ms [2022-04-07 08:51:12 main:574] : INFO : Epoch 1687 | loss: 0.00191441 | val_loss: 0.00170518 | Time: 6671.46 ms [2022-04-07 08:51:19 main:574] : INFO : Epoch 1688 | loss: 0.00169186 | val_loss: 0.00157911 | Time: 6785.54 ms [2022-04-07 08:51:26 main:574] : INFO : Epoch 1689 | loss: 0.001678 | val_loss: 0.00180774 | Time: 6687.08 ms [2022-04-07 08:51:33 main:574] : INFO : Epoch 1690 | loss: 0.00171941 | val_loss: 0.00160477 | Time: 6741.17 ms [2022-04-07 08:51:39 main:574] : INFO : Epoch 1691 | loss: 0.00161719 | val_loss: 0.00158326 | Time: 6740.15 ms [2022-04-07 08:51:46 main:574] : INFO : Epoch 1692 | loss: 0.00171131 | val_loss: 0.00155434 | Time: 6725.17 ms [2022-04-07 08:51:53 main:574] : INFO : Epoch 1693 | loss: 0.00164497 | val_loss: 0.00154004 | Time: 6763.22 ms [2022-04-07 08:52:00 main:574] : INFO : Epoch 1694 | loss: 0.00162888 | val_loss: 0.0016389 | Time: 6700.11 ms [2022-04-07 08:52:06 main:574] : INFO : Epoch 1695 | loss: 0.00162233 | val_loss: 0.00162385 | Time: 6716.16 ms [2022-04-07 08:52:13 main:574] : INFO : Epoch 1696 | loss: 0.00158364 | val_loss: 0.00149447 | Time: 6709.98 ms [2022-04-07 08:52:20 main:574] : INFO : Epoch 1697 | loss: 0.00154933 | val_loss: 0.00157861 | Time: 6651.7 ms [2022-04-07 08:52:26 main:574] : INFO : Epoch 1698 | loss: 0.00155229 | val_loss: 0.00146623 | Time: 6743.29 ms [2022-04-07 08:52:33 main:574] : INFO : Epoch 1699 | loss: 0.00151424 | val_loss: 0.00145881 | Time: 6746.68 ms [2022-04-07 08:52:40 main:574] : INFO : Epoch 1700 | loss: 0.00156762 | val_loss: 0.00160068 | Time: 6750.63 ms [2022-04-07 08:52:47 main:574] : INFO : Epoch 1701 | loss: 0.00169155 | val_loss: 0.0015444 | Time: 6701.73 ms [2022-04-07 08:52:53 main:574] : INFO : Epoch 1702 | loss: 0.0016196 | val_loss: 0.0016745 | Time: 6613.08 ms [2022-04-07 08:53:00 main:574] : INFO : Epoch 1703 | loss: 0.00160257 | val_loss: 0.001489 | Time: 6671.54 ms [2022-04-07 08:53:07 main:574] : INFO : Epoch 1704 | loss: 0.00167592 | val_loss: 0.00149763 | Time: 6720.28 ms [2022-04-07 08:53:13 main:574] : INFO : Epoch 1705 | loss: 0.00159548 | val_loss: 0.00151458 | Time: 6691.69 ms [2022-04-07 08:53:20 main:574] : INFO : Epoch 1706 | loss: 0.00160327 | val_loss: 0.00146048 | Time: 6689.74 ms [2022-04-07 08:53:27 main:574] : INFO : Epoch 1707 | loss: 0.00153393 | val_loss: 0.00152676 | Time: 6613.68 ms [2022-04-07 08:53:33 main:574] : INFO : Epoch 1708 | loss: 0.00168091 | val_loss: 0.00152794 | Time: 6673.08 ms [2022-04-07 08:53:40 main:574] : INFO : Epoch 1709 | loss: 0.00161911 | val_loss: 0.00145953 | Time: 6695.37 ms [2022-04-07 08:53:47 main:574] : INFO : Epoch 1710 | loss: 0.00151772 | val_loss: 0.00144745 | Time: 6728.43 ms [2022-04-07 08:53:54 main:574] : INFO : Epoch 1711 | loss: 0.00150371 | val_loss: 0.00143404 | Time: 6728.93 ms [2022-04-07 08:54:00 main:574] : INFO : Epoch 1712 | loss: 0.00150964 | val_loss: 0.00157885 | Time: 6750.55 ms [2022-04-07 08:54:07 main:574] : INFO : Epoch 1713 | loss: 0.00168676 | val_loss: 0.00148898 | Time: 6657.14 ms [2022-04-07 08:54:14 main:574] : INFO : Epoch 1714 | loss: 0.00160959 | val_loss: 0.00196917 | Time: 6709.61 ms [2022-04-07 08:54:21 main:574] : INFO : Epoch 1715 | loss: 0.00197456 | val_loss: 0.00162548 | Time: 6717.05 ms [2022-04-07 08:54:27 main:574] : INFO : Epoch 1716 | loss: 0.00162205 | val_loss: 0.0014684 | Time: 6724.7 ms [2022-04-07 08:54:34 main:574] : INFO : Epoch 1717 | loss: 0.00151152 | val_loss: 0.00155459 | Time: 6734.75 ms [2022-04-07 08:54:41 main:574] : INFO : Epoch 1718 | loss: 0.00178239 | val_loss: 0.00174211 | Time: 6648.57 ms [2022-04-07 08:54:47 main:574] : INFO : Epoch 1719 | loss: 0.00172256 | val_loss: 0.00158078 | Time: 6693.21 ms [2022-04-07 08:54:54 main:574] : INFO : Epoch 1720 | loss: 0.00159381 | val_loss: 0.0015457 | Time: 6649.56 ms [2022-04-07 08:55:01 main:574] : INFO : Epoch 1721 | loss: 0.00156184 | val_loss: 0.00154583 | Time: 6735.67 ms [2022-04-07 08:55:08 main:574] : INFO : Epoch 1722 | loss: 0.00163914 | val_loss: 0.00156853 | Time: 6740.82 ms [2022-04-07 08:55:14 main:574] : INFO : Epoch 1723 | loss: 0.00157348 | val_loss: 0.00147103 | Time: 6807.6 ms [2022-04-07 08:55:21 main:574] : INFO : Epoch 1724 | loss: 0.0015523 | val_loss: 0.00156272 | Time: 6776.79 ms [2022-04-07 08:55:28 main:574] : INFO : Epoch 1725 | loss: 0.00162815 | val_loss: 0.00160583 | Time: 6775.18 ms [2022-04-07 08:55:35 main:574] : INFO : Epoch 1726 | loss: 0.00154098 | val_loss: 0.00142346 | Time: 6754.84 ms [2022-04-07 08:55:41 main:574] : INFO : Epoch 1727 | loss: 0.00147232 | val_loss: 0.00140055 | Time: 6682.11 ms [2022-04-07 08:55:48 main:574] : INFO : Epoch 1728 | loss: 0.00168215 | val_loss: 0.00205372 | Time: 6666.09 ms [2022-04-07 08:55:55 main:574] : INFO : Epoch 1729 | loss: 0.00189702 | val_loss: 0.00160714 | Time: 6660.21 ms [2022-04-07 08:56:01 main:574] : INFO : Epoch 1730 | loss: 0.00162927 | val_loss: 0.00150376 | Time: 6676.05 ms [2022-04-07 08:56:08 main:574] : INFO : Epoch 1731 | loss: 0.00153588 | val_loss: 0.0014696 | Time: 6708.06 ms [2022-04-07 08:56:15 main:574] : INFO : Epoch 1732 | loss: 0.00149441 | val_loss: 0.00140685 | Time: 6714.04 ms [2022-04-07 08:56:22 main:574] : INFO : Epoch 1733 | loss: 0.00148186 | val_loss: 0.00141397 | Time: 6635.43 ms [2022-04-07 08:56:28 main:574] : INFO : Epoch 1734 | loss: 0.00160022 | val_loss: 0.00158277 | Time: 6702.75 ms [2022-04-07 08:56:35 main:574] : INFO : Epoch 1735 | loss: 0.00165404 | val_loss: 0.00154108 | Time: 6620.73 ms [2022-04-07 08:56:42 main:574] : INFO : Epoch 1736 | loss: 0.00153746 | val_loss: 0.0014296 | Time: 6768.57 ms [2022-04-07 08:56:48 main:574] : INFO : Epoch 1737 | loss: 0.00161093 | val_loss: 0.00143849 | Time: 6710.44 ms [2022-04-07 08:56:55 main:574] : INFO : Epoch 1738 | loss: 0.00152727 | val_loss: 0.00152151 | Time: 6704.39 ms [2022-04-07 08:57:02 main:574] : INFO : Epoch 1739 | loss: 0.00153013 | val_loss: 0.00141692 | Time: 6784.9 ms [2022-04-07 08:57:09 main:574] : INFO : Epoch 1740 | loss: 0.00157952 | val_loss: 0.00149729 | Time: 6661.61 ms [2022-04-07 08:57:15 main:574] : INFO : Epoch 1741 | loss: 0.00160516 | val_loss: 0.00148023 | Time: 6715.14 ms [2022-04-07 08:57:22 main:574] : INFO : Epoch 1742 | loss: 0.00156817 | val_loss: 0.0015551 | Time: 6753.29 ms [2022-04-07 08:57:29 main:574] : INFO : Epoch 1743 | loss: 0.00157183 | val_loss: 0.00151934 | Time: 6714.32 ms [2022-04-07 08:57:35 main:574] : INFO : Epoch 1744 | loss: 0.00151425 | val_loss: 0.00145295 | Time: 6602.39 ms [2022-04-07 08:57:42 main:574] : INFO : Epoch 1745 | loss: 0.00161486 | val_loss: 0.00150788 | Time: 6742.48 ms [2022-04-07 08:57:49 main:574] : INFO : Epoch 1746 | loss: 0.00157204 | val_loss: 0.0014518 | Time: 6672.64 ms [2022-04-07 08:57:55 main:574] : INFO : Epoch 1747 | loss: 0.00149245 | val_loss: 0.00140425 | Time: 6656.47 ms [2022-04-07 08:58:02 main:574] : INFO : Epoch 1748 | loss: 0.00184602 | val_loss: 0.00190668 | Time: 6699.62 ms [2022-04-07 08:58:09 main:574] : INFO : Epoch 1749 | loss: 0.00163642 | val_loss: 0.00145768 | Time: 6657.18 ms [2022-04-07 08:58:16 main:574] : INFO : Epoch 1750 | loss: 0.00148942 | val_loss: 0.00141584 | Time: 6665.71 ms [2022-04-07 08:58:22 main:574] : INFO : Epoch 1751 | loss: 0.00153313 | val_loss: 0.00154969 | Time: 6639.11 ms [2022-04-07 08:58:29 main:574] : INFO : Epoch 1752 | loss: 0.00153467 | val_loss: 0.00139437 | Time: 6780.97 ms [2022-04-07 08:58:36 main:574] : INFO : Epoch 1753 | loss: 0.00155479 | val_loss: 0.00153592 | Time: 6611.63 ms [2022-04-07 08:58:42 main:574] : INFO : Epoch 1754 | loss: 0.001595 | val_loss: 0.00161803 | Time: 6735.51 ms [2022-04-07 08:58:49 main:574] : INFO : Epoch 1755 | loss: 0.00157176 | val_loss: 0.00145445 | Time: 6727.09 ms [2022-04-07 08:58:56 main:574] : INFO : Epoch 1756 | loss: 0.00161884 | val_loss: 0.00174582 | Time: 6717.88 ms [2022-04-07 08:59:03 main:574] : INFO : Epoch 1757 | loss: 0.00181488 | val_loss: 0.00150154 | Time: 6732.36 ms [2022-04-07 08:59:09 main:574] : INFO : Epoch 1758 | loss: 0.00156385 | val_loss: 0.00144463 | Time: 6707.57 ms [2022-04-07 08:59:16 main:574] : INFO : Epoch 1759 | loss: 0.00148182 | val_loss: 0.00145855 | Time: 6753.91 ms [2022-04-07 08:59:23 main:574] : INFO : Epoch 1760 | loss: 0.00145725 | val_loss: 0.00140022 | Time: 6771.95 ms [2022-04-07 08:59:30 main:574] : INFO : Epoch 1761 | loss: 0.00157057 | val_loss: 0.00163561 | Time: 6664.88 ms [2022-04-07 08:59:36 main:574] : INFO : Epoch 1762 | loss: 0.00161758 | val_loss: 0.00150626 | Time: 6727.28 ms [2022-04-07 08:59:43 main:574] : INFO : Epoch 1763 | loss: 0.00158106 | val_loss: 0.00144154 | Time: 6624.21 ms [2022-04-07 08:59:50 main:574] : INFO : Epoch 1764 | loss: 0.00155615 | val_loss: 0.0014436 | Time: 6756.99 ms [2022-04-07 08:59:56 main:574] : INFO : Epoch 1765 | loss: 0.00149815 | val_loss: 0.00140231 | Time: 6651.76 ms [2022-04-07 09:00:03 main:574] : INFO : Epoch 1766 | loss: 0.0014519 | val_loss: 0.00142772 | Time: 6710.54 ms [2022-04-07 09:00:10 main:574] : INFO : Epoch 1767 | loss: 0.00150748 | val_loss: 0.00158573 | Time: 6748.95 ms [2022-04-07 09:00:17 main:574] : INFO : Epoch 1768 | loss: 0.00162681 | val_loss: 0.00164194 | Time: 6790.98 ms [2022-04-07 09:00:23 main:574] : INFO : Epoch 1769 | loss: 0.00158414 | val_loss: 0.00142387 | Time: 6708.1 ms [2022-04-07 09:00:30 main:574] : INFO : Epoch 1770 | loss: 0.0015401 | val_loss: 0.00155609 | Time: 6710.99 ms [2022-04-07 09:00:37 main:574] : INFO : Epoch 1771 | loss: 0.00157969 | val_loss: 0.00177321 | Time: 6697.96 ms [2022-04-07 09:00:43 main:574] : INFO : Epoch 1772 | loss: 0.00161904 | val_loss: 0.00146068 | Time: 6728.34 ms [2022-04-07 09:00:50 main:574] : INFO : Epoch 1773 | loss: 0.00149742 | val_loss: 0.00145321 | Time: 6695.31 ms [2022-04-07 09:00:57 main:574] : INFO : Epoch 1774 | loss: 0.00155944 | val_loss: 0.00141975 | Time: 6741.51 ms [2022-04-07 09:01:04 main:574] : INFO : Epoch 1775 | loss: 0.00149471 | val_loss: 0.00150429 | Time: 6712.25 ms [2022-04-07 09:01:10 main:574] : INFO : Epoch 1776 | loss: 0.00154703 | val_loss: 0.00162022 | Time: 6706.99 ms [2022-04-07 09:01:17 main:574] : INFO : Epoch 1777 | loss: 0.00162877 | val_loss: 0.00153029 | Time: 6744.11 ms [2022-04-07 09:01:24 main:574] : INFO : Epoch 1778 | loss: 0.0015413 | val_loss: 0.00157788 | Time: 6705.36 ms [2022-04-07 09:01:31 main:574] : INFO : Epoch 1779 | loss: 0.00153719 | val_loss: 0.00145487 | Time: 6654.92 ms [2022-04-07 09:01:37 main:574] : INFO : Epoch 1780 | loss: 0.00148735 | val_loss: 0.00151463 | Time: 6681.29 ms [2022-04-07 09:01:44 main:574] : INFO : Epoch 1781 | loss: 0.00158311 | val_loss: 0.00158093 | Time: 6784.57 ms [2022-04-07 09:01:51 main:574] : INFO : Epoch 1782 | loss: 0.00160886 | val_loss: 0.00146692 | Time: 6755.59 ms [2022-04-07 09:01:57 main:574] : INFO : Epoch 1783 | loss: 0.00153132 | val_loss: 0.00149705 | Time: 6622.4 ms [2022-04-07 09:02:04 main:574] : INFO : Epoch 1784 | loss: 0.0015699 | val_loss: 0.00148499 | Time: 6772.55 ms [2022-04-07 09:02:11 main:574] : INFO : Epoch 1785 | loss: 0.00149934 | val_loss: 0.00152026 | Time: 6778.33 ms [2022-04-07 09:02:18 main:574] : INFO : Epoch 1786 | loss: 0.00155389 | val_loss: 0.00143441 | Time: 6793.77 ms [2022-04-07 09:02:25 main:574] : INFO : Epoch 1787 | loss: 0.00149211 | val_loss: 0.00140571 | Time: 6733.86 ms [2022-04-07 09:02:31 main:574] : INFO : Epoch 1788 | loss: 0.00159329 | val_loss: 0.00154389 | Time: 6686.39 ms [2022-04-07 09:02:38 main:574] : INFO : Epoch 1789 | loss: 0.00166786 | val_loss: 0.00160123 | Time: 6723.88 ms [2022-04-07 09:02:45 main:574] : INFO : Epoch 1790 | loss: 0.00162625 | val_loss: 0.00167581 | Time: 6710.62 ms [2022-04-07 09:02:51 main:574] : INFO : Epoch 1791 | loss: 0.0016312 | val_loss: 0.00156846 | Time: 6753.55 ms [2022-04-07 09:02:58 main:574] : INFO : Epoch 1792 | loss: 0.00150493 | val_loss: 0.00140338 | Time: 6737.42 ms [2022-04-07 09:03:05 main:574] : INFO : Epoch 1793 | loss: 0.00147514 | val_loss: 0.00141912 | Time: 6713.5 ms [2022-04-07 09:03:12 main:574] : INFO : Epoch 1794 | loss: 0.00149964 | val_loss: 0.00149441 | Time: 6751.15 ms [2022-04-07 09:03:18 main:574] : INFO : Epoch 1795 | loss: 0.00162019 | val_loss: 0.00215604 | Time: 6684.74 ms [2022-04-07 09:03:25 main:574] : INFO : Epoch 1796 | loss: 0.00184713 | val_loss: 0.0014435 | Time: 6767.27 ms [2022-04-07 09:03:32 main:574] : INFO : Epoch 1797 | loss: 0.00155497 | val_loss: 0.00141165 | Time: 6774.12 ms [2022-04-07 09:03:39 main:574] : INFO : Epoch 1798 | loss: 0.00146343 | val_loss: 0.0013856 | Time: 6755.09 ms [2022-04-07 09:03:45 main:574] : INFO : Epoch 1799 | loss: 0.00154102 | val_loss: 0.00140971 | Time: 6730.02 ms [2022-04-07 09:03:52 main:574] : INFO : Epoch 1800 | loss: 0.00146892 | val_loss: 0.00140259 | Time: 6656.16 ms [2022-04-07 09:03:59 main:574] : INFO : Epoch 1801 | loss: 0.0015865 | val_loss: 0.00165555 | Time: 6711.69 ms [2022-04-07 09:04:06 main:574] : INFO : Epoch 1802 | loss: 0.00160751 | val_loss: 0.00156794 | Time: 6692.04 ms [2022-04-07 09:04:12 main:574] : INFO : Epoch 1803 | loss: 0.00164081 | val_loss: 0.00156225 | Time: 6748.22 ms [2022-04-07 09:04:19 main:574] : INFO : Epoch 1804 | loss: 0.00157223 | val_loss: 0.001499 | Time: 6787.38 ms [2022-04-07 09:04:26 main:574] : INFO : Epoch 1805 | loss: 0.00147796 | val_loss: 0.00138849 | Time: 6749.49 ms [2022-04-07 09:04:33 main:574] : INFO : Epoch 1806 | loss: 0.00147462 | val_loss: 0.00140468 | Time: 6744.78 ms [2022-04-07 09:04:39 main:574] : INFO : Epoch 1807 | loss: 0.00148704 | val_loss: 0.00160262 | Time: 6732.05 ms [2022-04-07 09:04:46 main:574] : INFO : Epoch 1808 | loss: 0.00156605 | val_loss: 0.0014625 | Time: 6664.8 ms [2022-04-07 09:04:53 main:574] : INFO : Epoch 1809 | loss: 0.00150477 | val_loss: 0.00143834 | Time: 6656.52 ms [2022-04-07 09:05:00 main:574] : INFO : Epoch 1810 | loss: 0.0014719 | val_loss: 0.00143411 | Time: 6764.79 ms [2022-04-07 09:05:06 main:574] : INFO : Epoch 1811 | loss: 0.00150072 | val_loss: 0.00155239 | Time: 6711.51 ms [2022-04-07 09:05:13 main:574] : INFO : Epoch 1812 | loss: 0.00154747 | val_loss: 0.00143828 | Time: 6728.22 ms [2022-04-07 09:05:20 main:574] : INFO : Epoch 1813 | loss: 0.00146391 | val_loss: 0.00142693 | Time: 6798.7 ms [2022-04-07 09:05:27 main:574] : INFO : Epoch 1814 | loss: 0.00145273 | val_loss: 0.00147331 | Time: 6739.75 ms [2022-04-07 09:05:33 main:574] : INFO : Epoch 1815 | loss: 0.00144715 | val_loss: 0.00136458 | Time: 6696.79 ms [2022-04-07 09:05:40 main:574] : INFO : Epoch 1816 | loss: 0.00141298 | val_loss: 0.00143911 | Time: 6741.19 ms [2022-04-07 09:05:47 main:574] : INFO : Epoch 1817 | loss: 0.00166546 | val_loss: 0.00151894 | Time: 6751.68 ms [2022-04-07 09:05:54 main:574] : INFO : Epoch 1818 | loss: 0.00154435 | val_loss: 0.00144222 | Time: 6760.5 ms [2022-04-07 09:06:00 main:574] : INFO : Epoch 1819 | loss: 0.00151903 | val_loss: 0.00142015 | Time: 6684.45 ms [2022-04-07 09:06:07 main:574] : INFO : Epoch 1820 | loss: 0.00145722 | val_loss: 0.0014169 | Time: 6716.92 ms [2022-04-07 09:06:14 main:574] : INFO : Epoch 1821 | loss: 0.00147738 | val_loss: 0.00154014 | Time: 6647.42 ms [2022-04-07 09:06:20 main:574] : INFO : Epoch 1822 | loss: 0.00154783 | val_loss: 0.00142292 | Time: 6741.39 ms [2022-04-07 09:06:27 main:574] : INFO : Epoch 1823 | loss: 0.00148883 | val_loss: 0.00145447 | Time: 6696.05 ms [2022-04-07 09:06:34 main:574] : INFO : Epoch 1824 | loss: 0.00151716 | val_loss: 0.0013898 | Time: 6717.28 ms [2022-04-07 09:06:40 main:574] : INFO : Epoch 1825 | loss: 0.00157585 | val_loss: 0.00183547 | Time: 6664.29 ms [2022-04-07 09:06:47 main:574] : INFO : Epoch 1826 | loss: 0.001801 | val_loss: 0.00159827 | Time: 6796.06 ms [2022-04-07 09:06:54 main:574] : INFO : Epoch 1827 | loss: 0.00156071 | val_loss: 0.0014325 | Time: 6699.57 ms [2022-04-07 09:07:01 main:574] : INFO : Epoch 1828 | loss: 0.00158232 | val_loss: 0.00158543 | Time: 6705.81 ms [2022-04-07 09:07:07 main:574] : INFO : Epoch 1829 | loss: 0.00171046 | val_loss: 0.00148204 | Time: 6740.53 ms [2022-04-07 09:07:14 main:574] : INFO : Epoch 1830 | loss: 0.00149439 | val_loss: 0.00140901 | Time: 6717.72 ms [2022-04-07 09:07:21 main:574] : INFO : Epoch 1831 | loss: 0.00146462 | val_loss: 0.0013909 | Time: 6685.43 ms [2022-04-07 09:07:27 main:574] : INFO : Epoch 1832 | loss: 0.00142738 | val_loss: 0.00296627 | Time: 6583.18 ms [2022-04-07 09:07:34 main:574] : INFO : Epoch 1833 | loss: 0.00207124 | val_loss: 0.00169421 | Time: 6726.61 ms [2022-04-07 09:07:41 main:574] : INFO : Epoch 1834 | loss: 0.00167251 | val_loss: 0.0015682 | Time: 6782.67 ms [2022-04-07 09:07:48 main:574] : INFO : Epoch 1835 | loss: 0.00232551 | val_loss: 0.00210515 | Time: 6787.19 ms [2022-04-07 09:07:55 main:574] : INFO : Epoch 1836 | loss: 0.00206332 | val_loss: 0.00183827 | Time: 6758.23 ms [2022-04-07 09:08:01 main:574] : INFO : Epoch 1837 | loss: 0.00188722 | val_loss: 0.00185287 | Time: 6696.01 ms [2022-04-07 09:08:08 main:574] : INFO : Epoch 1838 | loss: 0.00175625 | val_loss: 0.00166027 | Time: 6721.21 ms [2022-04-07 09:08:15 main:574] : INFO : Epoch 1839 | loss: 0.00162952 | val_loss: 0.0015173 | Time: 6661.32 ms [2022-04-07 09:08:21 main:574] : INFO : Epoch 1840 | loss: 0.00157059 | val_loss: 0.00151335 | Time: 6681.06 ms [2022-04-07 09:08:28 main:574] : INFO : Epoch 1841 | loss: 0.00156336 | val_loss: 0.00153967 | Time: 6746.29 ms [2022-04-07 09:08:35 main:574] : INFO : Epoch 1842 | loss: 0.00151832 | val_loss: 0.00155357 | Time: 6726.97 ms [2022-04-07 09:08:42 main:574] : INFO : Epoch 1843 | loss: 0.00160598 | val_loss: 0.00158942 | Time: 6744.71 ms [2022-04-07 09:08:48 main:574] : INFO : Epoch 1844 | loss: 0.00152716 | val_loss: 0.00143614 | Time: 6669.47 ms [2022-04-07 09:08:56 main:574] : INFO : Epoch 1845 | loss: 0.00149361 | val_loss: 0.00153701 | Time: 7229.74 ms [2022-04-07 09:09:03 main:574] : INFO : Epoch 1846 | loss: 0.00158051 | val_loss: 0.00154127 | Time: 7297.69 ms [2022-04-07 09:09:10 main:574] : INFO : Epoch 1847 | loss: 0.00154557 | val_loss: 0.00152264 | Time: 6903.72 ms [2022-04-07 09:09:17 main:574] : INFO : Epoch 1848 | loss: 0.00164728 | val_loss: 0.00160431 | Time: 6999.6 ms [2022-04-07 09:09:24 main:574] : INFO : Epoch 1849 | loss: 0.00159975 | val_loss: 0.00150245 | Time: 7169.01 ms [2022-04-07 09:09:31 main:574] : INFO : Epoch 1850 | loss: 0.00147015 | val_loss: 0.00144124 | Time: 6799.09 ms [2022-04-07 09:09:38 main:574] : INFO : Epoch 1851 | loss: 0.00152544 | val_loss: 0.00169783 | Time: 6879.51 ms [2022-04-07 09:09:44 main:574] : INFO : Epoch 1852 | loss: 0.00166082 | val_loss: 0.00164922 | Time: 6805.07 ms [2022-04-07 09:09:51 main:574] : INFO : Epoch 1853 | loss: 0.00161297 | val_loss: 0.00174489 | Time: 6699.18 ms [2022-04-07 09:09:58 main:574] : INFO : Epoch 1854 | loss: 0.00161869 | val_loss: 0.00156695 | Time: 6895.12 ms [2022-04-07 09:10:05 main:574] : INFO : Epoch 1855 | loss: 0.00147199 | val_loss: 0.00138388 | Time: 6722.14 ms [2022-04-07 09:10:12 main:574] : INFO : Epoch 1856 | loss: 0.001415 | val_loss: 0.00135498 | Time: 6783.07 ms [2022-04-07 09:10:18 main:574] : INFO : Epoch 1857 | loss: 0.00142451 | val_loss: 0.00162822 | Time: 6837.17 ms [2022-04-07 09:10:25 main:574] : INFO : Epoch 1858 | loss: 0.00159262 | val_loss: 0.00153767 | Time: 6725.44 ms [2022-04-07 09:10:32 main:574] : INFO : Epoch 1859 | loss: 0.00152013 | val_loss: 0.00141508 | Time: 6688.84 ms [2022-04-07 09:10:39 main:574] : INFO : Epoch 1860 | loss: 0.00179105 | val_loss: 0.00159106 | Time: 6832.63 ms [2022-04-07 09:10:46 main:574] : INFO : Epoch 1861 | loss: 0.00160603 | val_loss: 0.00145453 | Time: 6798.87 ms [2022-04-07 09:10:52 main:574] : INFO : Epoch 1862 | loss: 0.0014646 | val_loss: 0.00139715 | Time: 6754.93 ms [2022-04-07 09:10:59 main:574] : INFO : Epoch 1863 | loss: 0.00154927 | val_loss: 0.00162339 | Time: 6652.85 ms [2022-04-07 09:11:06 main:574] : INFO : Epoch 1864 | loss: 0.00159312 | val_loss: 0.00156629 | Time: 6844.93 ms [2022-04-07 09:11:13 main:574] : INFO : Epoch 1865 | loss: 0.00152082 | val_loss: 0.00139472 | Time: 6734.66 ms [2022-04-07 09:11:19 main:574] : INFO : Epoch 1866 | loss: 0.00146625 | val_loss: 0.00151886 | Time: 6699.1 ms [2022-04-07 09:11:26 main:574] : INFO : Epoch 1867 | loss: 0.00154407 | val_loss: 0.00144124 | Time: 6682.19 ms [2022-04-07 09:11:33 main:574] : INFO : Epoch 1868 | loss: 0.00147751 | val_loss: 0.0013837 | Time: 6729.85 ms [2022-04-07 09:11:39 main:574] : INFO : Epoch 1869 | loss: 0.00150162 | val_loss: 0.00143341 | Time: 6661.61 ms [2022-04-07 09:11:46 main:574] : INFO : Epoch 1870 | loss: 0.00157288 | val_loss: 0.00183483 | Time: 6765.35 ms [2022-04-07 09:11:53 main:574] : INFO : Epoch 1871 | loss: 0.00164505 | val_loss: 0.0014607 | Time: 6793.93 ms [2022-04-07 09:12:00 main:574] : INFO : Epoch 1872 | loss: 0.00144364 | val_loss: 0.00136293 | Time: 6985.64 ms [2022-04-07 09:12:07 main:574] : INFO : Epoch 1873 | loss: 0.00154292 | val_loss: 0.00174473 | Time: 6991.16 ms [2022-04-07 09:12:14 main:574] : INFO : Epoch 1874 | loss: 0.00166537 | val_loss: 0.00167439 | Time: 6941.75 ms [2022-04-07 09:12:21 main:574] : INFO : Epoch 1875 | loss: 0.00164741 | val_loss: 0.00150014 | Time: 6944.58 ms [2022-04-07 09:12:28 main:574] : INFO : Epoch 1876 | loss: 0.00144232 | val_loss: 0.00135024 | Time: 7082.25 ms [2022-04-07 09:12:35 main:574] : INFO : Epoch 1877 | loss: 0.00140248 | val_loss: 0.00134974 | Time: 6994.88 ms [2022-04-07 09:12:43 main:574] : INFO : Epoch 1878 | loss: 0.00140065 | val_loss: 0.00132991 | Time: 7497.94 ms [2022-04-07 09:12:50 main:574] : INFO : Epoch 1879 | loss: 0.00140322 | val_loss: 0.00136261 | Time: 7490.51 ms [2022-04-07 09:12:58 main:574] : INFO : Epoch 1880 | loss: 0.00139575 | val_loss: 0.0013713 | Time: 7497.95 ms [2022-04-07 09:13:05 main:574] : INFO : Epoch 1881 | loss: 0.00138794 | val_loss: 0.00131468 | Time: 7460.16 ms [2022-04-07 09:13:12 main:574] : INFO : Epoch 1882 | loss: 0.00155913 | val_loss: 0.00149924 | Time: 7162.03 ms [2022-04-07 09:13:19 main:574] : INFO : Epoch 1883 | loss: 0.00162996 | val_loss: 0.00161003 | Time: 6817.56 ms [2022-04-07 09:13:26 main:574] : INFO : Epoch 1884 | loss: 0.00164838 | val_loss: 0.00152385 | Time: 6806.21 ms [2022-04-07 09:13:33 main:574] : INFO : Epoch 1885 | loss: 0.00151672 | val_loss: 0.00141418 | Time: 6817.71 ms [2022-04-07 09:13:40 main:574] : INFO : Epoch 1886 | loss: 0.00141994 | val_loss: 0.00132805 | Time: 6991.46 ms [2022-04-07 09:13:46 main:574] : INFO : Epoch 1887 | loss: 0.00135461 | val_loss: 0.00134151 | Time: 6835.73 ms [2022-04-07 09:13:53 main:574] : INFO : Epoch 1888 | loss: 0.00135156 | val_loss: 0.00131743 | Time: 6786.19 ms [2022-04-07 09:14:00 main:574] : INFO : Epoch 1889 | loss: 0.00131522 | val_loss: 0.0013057 | Time: 6708.96 ms [2022-04-07 09:14:07 main:574] : INFO : Epoch 1890 | loss: 0.00130904 | val_loss: 0.00124965 | Time: 6858.73 ms [2022-04-07 09:14:14 main:574] : INFO : Epoch 1891 | loss: 0.00132776 | val_loss: 0.00126028 | Time: 6950.76 ms [2022-04-07 09:14:21 main:574] : INFO : Epoch 1892 | loss: 0.00132082 | val_loss: 0.0013139 | Time: 6711.16 ms [2022-04-07 09:14:27 main:574] : INFO : Epoch 1893 | loss: 0.00130232 | val_loss: 0.00130055 | Time: 6851.14 ms [2022-04-07 09:14:34 main:574] : INFO : Epoch 1894 | loss: 0.00134474 | val_loss: 0.00140463 | Time: 6683.69 ms [2022-04-07 09:14:41 main:574] : INFO : Epoch 1895 | loss: 0.00148544 | val_loss: 0.0015211 | Time: 6766.51 ms [2022-04-07 09:14:48 main:574] : INFO : Epoch 1896 | loss: 0.00134744 | val_loss: 0.00127293 | Time: 6804.57 ms [2022-04-07 09:14:54 main:574] : INFO : Epoch 1897 | loss: 0.00131163 | val_loss: 0.00124098 | Time: 6772.24 ms [2022-04-07 09:15:01 main:574] : INFO : Epoch 1898 | loss: 0.00129643 | val_loss: 0.00126908 | Time: 6659.72 ms [2022-04-07 09:15:08 main:574] : INFO : Epoch 1899 | loss: 0.00128744 | val_loss: 0.00123747 | Time: 6790.95 ms [2022-04-07 09:15:15 main:574] : INFO : Epoch 1900 | loss: 0.00126809 | val_loss: 0.00125329 | Time: 6780.49 ms [2022-04-07 09:15:22 main:574] : INFO : Epoch 1901 | loss: 0.00131726 | val_loss: 0.00128883 | Time: 6842.75 ms [2022-04-07 09:15:28 main:574] : INFO : Epoch 1902 | loss: 0.00132098 | val_loss: 0.00122145 | Time: 6808.93 ms [2022-04-07 09:15:35 main:574] : INFO : Epoch 1903 | loss: 0.00133493 | val_loss: 0.00124835 | Time: 6811.38 ms [2022-04-07 09:15:42 main:574] : INFO : Epoch 1904 | loss: 0.00130818 | val_loss: 0.00125023 | Time: 6674.38 ms [2022-04-07 09:15:49 main:574] : INFO : Epoch 1905 | loss: 0.00129694 | val_loss: 0.00121855 | Time: 6743.88 ms [2022-04-07 09:15:56 main:574] : INFO : Epoch 1906 | loss: 0.00126455 | val_loss: 0.00122369 | Time: 7183.77 ms [2022-04-07 09:16:03 main:574] : INFO : Epoch 1907 | loss: 0.00125864 | val_loss: 0.00121468 | Time: 7097.82 ms [2022-04-07 09:16:10 main:574] : INFO : Epoch 1908 | loss: 0.0012933 | val_loss: 0.00159455 | Time: 6684.28 ms [2022-04-07 09:16:17 main:574] : INFO : Epoch 1909 | loss: 0.00141715 | val_loss: 0.00125955 | Time: 6843.02 ms [2022-04-07 09:16:23 main:574] : INFO : Epoch 1910 | loss: 0.00128574 | val_loss: 0.0012139 | Time: 6778.45 ms [2022-04-07 09:16:30 main:574] : INFO : Epoch 1911 | loss: 0.00124771 | val_loss: 0.00119994 | Time: 6954.53 ms [2022-04-07 09:16:37 main:574] : INFO : Epoch 1912 | loss: 0.00131601 | val_loss: 0.00159889 | Time: 6884.37 ms [2022-04-07 09:16:44 main:574] : INFO : Epoch 1913 | loss: 0.00150292 | val_loss: 0.00135631 | Time: 6729.46 ms [2022-04-07 09:16:51 main:574] : INFO : Epoch 1914 | loss: 0.00136991 | val_loss: 0.00131918 | Time: 6638.27 ms [2022-04-07 09:16:57 main:574] : INFO : Epoch 1915 | loss: 0.00142063 | val_loss: 0.0012586 | Time: 6886.78 ms [2022-04-07 09:17:04 main:574] : INFO : Epoch 1916 | loss: 0.00129892 | val_loss: 0.00117746 | Time: 6690.6 ms [2022-04-07 09:17:11 main:574] : INFO : Epoch 1917 | loss: 0.00119858 | val_loss: 0.00111102 | Time: 6845.64 ms [2022-04-07 09:17:18 main:574] : INFO : Epoch 1918 | loss: 0.00112006 | val_loss: 0.00105274 | Time: 6794.64 ms [2022-04-07 09:17:25 main:574] : INFO : Epoch 1919 | loss: 0.00107652 | val_loss: 0.00101734 | Time: 6748.32 ms [2022-04-07 09:17:32 main:574] : INFO : Epoch 1920 | loss: 0.00104486 | val_loss: 0.00100732 | Time: 6905.18 ms [2022-04-07 09:17:38 main:574] : INFO : Epoch 1921 | loss: 0.00102643 | val_loss: 0.000981417 | Time: 6911.06 ms [2022-04-07 09:17:45 main:574] : INFO : Epoch 1922 | loss: 0.000999303 | val_loss: 0.000960811 | Time: 6895.7 ms [2022-04-07 09:17:52 main:574] : INFO : Epoch 1923 | loss: 0.000985124 | val_loss: 0.00094039 | Time: 6899.55 ms [2022-04-07 09:17:59 main:574] : INFO : Epoch 1924 | loss: 0.000971038 | val_loss: 0.000930551 | Time: 6881.17 ms [2022-04-07 09:18:06 main:574] : INFO : Epoch 1925 | loss: 0.00108474 | val_loss: 0.000996479 | Time: 7047.92 ms [2022-04-07 09:18:13 main:574] : INFO : Epoch 1926 | loss: 0.0010001 | val_loss: 0.000930108 | Time: 7126.05 ms [2022-04-07 09:18:21 main:574] : INFO : Epoch 1927 | loss: 0.000959063 | val_loss: 0.00091946 | Time: 7242.42 ms [2022-04-07 09:18:28 main:574] : INFO : Epoch 1928 | loss: 0.000934637 | val_loss: 0.00090846 | Time: 7152.08 ms [2022-04-07 09:18:35 main:574] : INFO : Epoch 1929 | loss: 0.00092372 | val_loss: 0.000875312 | Time: 7217.97 ms [2022-04-07 09:18:42 main:574] : INFO : Epoch 1930 | loss: 0.000900897 | val_loss: 0.000865179 | Time: 6870.47 ms [2022-04-07 09:18:49 main:574] : INFO : Epoch 1931 | loss: 0.000890191 | val_loss: 0.000845064 | Time: 6858.51 ms [2022-04-07 09:18:56 main:574] : INFO : Epoch 1932 | loss: 0.00087644 | val_loss: 0.000850514 | Time: 7087.63 ms [2022-04-07 09:19:03 main:574] : INFO : Epoch 1933 | loss: 0.000862466 | val_loss: 0.000812074 | Time: 6861.07 ms [2022-04-07 09:19:10 main:574] : INFO : Epoch 1934 | loss: 0.00084864 | val_loss: 0.000812948 | Time: 6946.95 ms [2022-04-07 09:19:17 main:574] : INFO : Epoch 1935 | loss: 0.000857015 | val_loss: 0.000842213 | Time: 6825.29 ms [2022-04-07 09:19:23 main:574] : INFO : Epoch 1936 | loss: 0.000874016 | val_loss: 0.000836529 | Time: 6871.45 ms [2022-04-07 09:19:30 main:574] : INFO : Epoch 1937 | loss: 0.000830492 | val_loss: 0.000783982 | Time: 6789.35 ms [2022-04-07 09:19:37 main:574] : INFO : Epoch 1938 | loss: 0.000805965 | val_loss: 0.000794724 | Time: 6974.1 ms [2022-04-07 09:19:44 main:574] : INFO : Epoch 1939 | loss: 0.000823306 | val_loss: 0.000788558 | Time: 6960.09 ms [2022-04-07 09:19:51 main:574] : INFO : Epoch 1940 | loss: 0.000817482 | val_loss: 0.000748032 | Time: 7220.45 ms [2022-04-07 09:19:59 main:574] : INFO : Epoch 1941 | loss: 0.000771875 | val_loss: 0.000729347 | Time: 7147.61 ms [2022-04-07 09:20:06 main:574] : INFO : Epoch 1942 | loss: 0.000749149 | val_loss: 0.000718195 | Time: 7130.27 ms [2022-04-07 09:20:13 main:574] : INFO : Epoch 1943 | loss: 0.00076196 | val_loss: 0.000766452 | Time: 7252.99 ms [2022-04-07 09:20:20 main:574] : INFO : Epoch 1944 | loss: 0.000761785 | val_loss: 0.000707223 | Time: 7060.33 ms [2022-04-07 09:20:27 main:574] : INFO : Epoch 1945 | loss: 0.000725755 | val_loss: 0.000692098 | Time: 7139.17 ms [2022-04-07 09:20:35 main:574] : INFO : Epoch 1946 | loss: 0.000699357 | val_loss: 0.000668135 | Time: 7317.64 ms [2022-04-07 09:20:42 main:574] : INFO : Epoch 1947 | loss: 0.000683184 | val_loss: 0.000665323 | Time: 7045.91 ms [2022-04-07 09:20:49 main:574] : INFO : Epoch 1948 | loss: 0.000678193 | val_loss: 0.000644071 | Time: 7059.62 ms [2022-04-07 09:20:56 main:574] : INFO : Epoch 1949 | loss: 0.000656983 | val_loss: 0.000623396 | Time: 6993.25 ms [2022-04-07 09:21:03 main:574] : INFO : Epoch 1950 | loss: 0.000640896 | val_loss: 0.0006188 | Time: 7357.48 ms [2022-04-07 09:21:10 main:574] : INFO : Epoch 1951 | loss: 0.000632434 | val_loss: 0.000608175 | Time: 7066.35 ms [2022-04-07 09:21:17 main:574] : INFO : Epoch 1952 | loss: 0.000643133 | val_loss: 0.000675762 | Time: 7133.2 ms [2022-04-07 09:21:24 main:574] : INFO : Epoch 1953 | loss: 0.000648608 | val_loss: 0.000602666 | Time: 7159.8 ms [2022-04-07 09:21:32 main:574] : INFO : Epoch 1954 | loss: 0.000611347 | val_loss: 0.000584569 | Time: 7132.23 ms [2022-04-07 09:21:39 main:574] : INFO : Epoch 1955 | loss: 0.000594594 | val_loss: 0.000580211 | Time: 7232.55 ms [2022-04-07 09:21:46 main:574] : INFO : Epoch 1956 | loss: 0.000589418 | val_loss: 0.000569493 | Time: 7136.63 ms [2022-04-07 09:21:53 main:574] : INFO : Epoch 1957 | loss: 0.00058616 | val_loss: 0.000565758 | Time: 7070.95 ms [2022-04-07 09:22:00 main:574] : INFO : Epoch 1958 | loss: 0.000579699 | val_loss: 0.000561636 | Time: 7160.5 ms [2022-04-07 09:22:07 main:574] : INFO : Epoch 1959 | loss: 0.000588046 | val_loss: 0.000578962 | Time: 7151.97 ms [2022-04-07 09:22:14 main:574] : INFO : Epoch 1960 | loss: 0.000625093 | val_loss: 0.000645171 | Time: 7034.33 ms [2022-04-07 09:22:21 main:574] : INFO : Epoch 1961 | loss: 0.000632618 | val_loss: 0.000570789 | Time: 7088 ms [2022-04-07 09:22:29 main:574] : INFO : Epoch 1962 | loss: 0.000607726 | val_loss: 0.000575983 | Time: 7045.55 ms [2022-04-07 09:22:36 main:574] : INFO : Epoch 1963 | loss: 0.000574506 | val_loss: 0.0005527 | Time: 7179.84 ms [2022-04-07 09:22:43 main:574] : INFO : Epoch 1964 | loss: 0.000567248 | val_loss: 0.000569154 | Time: 7062.68 ms [2022-04-07 09:22:50 main:574] : INFO : Epoch 1965 | loss: 0.000576427 | val_loss: 0.000618402 | Time: 7045.04 ms [2022-04-07 09:22:57 main:574] : INFO : Epoch 1966 | loss: 0.000603772 | val_loss: 0.000591826 | Time: 7075.55 ms [2022-04-07 09:23:04 main:574] : INFO : Epoch 1967 | loss: 0.000616722 | val_loss: 0.000564542 | Time: 7074.37 ms [2022-04-07 09:23:11 main:574] : INFO : Epoch 1968 | loss: 0.000609922 | val_loss: 0.000537415 | Time: 7097.83 ms [2022-04-07 09:23:18 main:574] : INFO : Epoch 1969 | loss: 0.000548899 | val_loss: 0.000524226 | Time: 7089.67 ms [2022-04-07 09:23:25 main:574] : INFO : Epoch 1970 | loss: 0.000537269 | val_loss: 0.000552163 | Time: 7127.75 ms [2022-04-07 09:23:33 main:574] : INFO : Epoch 1971 | loss: 0.000524092 | val_loss: 0.000506734 | Time: 7173.94 ms [2022-04-07 09:23:40 main:574] : INFO : Epoch 1972 | loss: 0.000502071 | val_loss: 0.000488534 | Time: 7178.03 ms [2022-04-07 09:23:47 main:574] : INFO : Epoch 1973 | loss: 0.000486544 | val_loss: 0.000456413 | Time: 7109.82 ms [2022-04-07 09:23:54 main:574] : INFO : Epoch 1974 | loss: 0.000465587 | val_loss: 0.000450767 | Time: 7063.1 ms [2022-04-07 09:23:59 main:574] : INFO : Epoch 1975 | loss: 0.000480499 | val_loss: 0.000520486 | Time: 5374.36 ms [2022-04-07 09:24:05 main:574] : INFO : Epoch 1976 | loss: 0.000513479 | val_loss: 0.000459243 | Time: 5429.58 ms [2022-04-07 09:24:10 main:574] : INFO : Epoch 1977 | loss: 0.000442559 | val_loss: 0.000419181 | Time: 5309.82 ms [2022-04-07 09:24:16 main:574] : INFO : Epoch 1978 | loss: 0.000415075 | val_loss: 0.000402766 | Time: 5307.91 ms [2022-04-07 09:24:22 main:574] : INFO : Epoch 1979 | loss: 0.00039986 | val_loss: 0.00038882 | Time: 6351 ms [2022-04-07 09:24:29 main:574] : INFO : Epoch 1980 | loss: 0.000455643 | val_loss: 0.000397415 | Time: 7343.22 ms [2022-04-07 09:24:36 main:574] : INFO : Epoch 1981 | loss: 0.000398465 | val_loss: 0.000353932 | Time: 7069.46 ms [2022-04-07 09:24:43 main:574] : INFO : Epoch 1982 | loss: 0.000367856 | val_loss: 0.000342213 | Time: 7031.15 ms [2022-04-07 09:24:51 main:574] : INFO : Epoch 1983 | loss: 0.000374316 | val_loss: 0.000587792 | Time: 7203.84 ms [2022-04-07 09:24:58 main:574] : INFO : Epoch 1984 | loss: 0.000556613 | val_loss: 0.000438442 | Time: 7090.81 ms [2022-04-07 09:25:05 main:574] : INFO : Epoch 1985 | loss: 0.000354184 | val_loss: 0.000326588 | Time: 7356.68 ms [2022-04-07 09:25:12 main:574] : INFO : Epoch 1986 | loss: 0.000313346 | val_loss: 0.000291286 | Time: 7096.92 ms [2022-04-07 09:25:19 main:574] : INFO : Epoch 1987 | loss: 0.000287803 | val_loss: 0.000290085 | Time: 7083.71 ms [2022-04-07 09:25:26 main:574] : INFO : Epoch 1988 | loss: 0.000289648 | val_loss: 0.00028972 | Time: 7050.37 ms [2022-04-07 09:25:34 main:574] : INFO : Epoch 1989 | loss: 0.000262269 | val_loss: 0.000252765 | Time: 7256.84 ms [2022-04-07 09:25:41 main:574] : INFO : Epoch 1990 | loss: 0.000330041 | val_loss: 0.000398064 | Time: 7061.48 ms [2022-04-07 09:25:48 main:574] : INFO : Epoch 1991 | loss: 0.000302215 | val_loss: 0.000289992 | Time: 7101.09 ms [2022-04-07 09:25:55 main:574] : INFO : Epoch 1992 | loss: 0.000433294 | val_loss: 0.00165545 | Time: 7126.5 ms [2022-04-07 09:26:02 main:574] : INFO : Epoch 1993 | loss: 0.00103811 | val_loss: 0.000700841 | Time: 7170.51 ms [2022-04-07 09:26:09 main:574] : INFO : Epoch 1994 | loss: 0.00278024 | val_loss: 0.00311459 | Time: 7089.58 ms [2022-04-07 09:26:16 main:574] : INFO : Epoch 1995 | loss: 0.00228821 | val_loss: 0.00111479 | Time: 7074.17 ms [2022-04-07 09:26:23 main:574] : INFO : Epoch 1996 | loss: 0.000682233 | val_loss: 0.000454704 | Time: 7126.1 ms [2022-04-07 09:26:31 main:574] : INFO : Epoch 1997 | loss: 0.000413869 | val_loss: 0.000369752 | Time: 7104.22 ms [2022-04-07 09:26:38 main:574] : INFO : Epoch 1998 | loss: 0.000334918 | val_loss: 0.000306923 | Time: 7260.46 ms [2022-04-07 09:26:45 main:574] : INFO : Epoch 1999 | loss: 0.00029264 | val_loss: 0.000290782 | Time: 7074.02 ms [2022-04-07 09:26:52 main:574] : INFO : Epoch 2000 | loss: 0.000267727 | val_loss: 0.000255965 | Time: 7089.35 ms [2022-04-07 09:26:59 main:574] : INFO : Epoch 2001 | loss: 0.000279342 | val_loss: 0.000273131 | Time: 6993.66 ms [2022-04-07 09:27:06 main:574] : INFO : Epoch 2002 | loss: 0.000256175 | val_loss: 0.00023986 | Time: 7070.03 ms [2022-04-07 09:27:13 main:574] : INFO : Epoch 2003 | loss: 0.000229171 | val_loss: 0.000220695 | Time: 7039.96 ms [2022-04-07 09:27:20 main:574] : INFO : Epoch 2004 | loss: 0.000241372 | val_loss: 0.000240704 | Time: 7110.68 ms [2022-04-07 09:27:27 main:574] : INFO : Epoch 2005 | loss: 0.000220741 | val_loss: 0.000217141 | Time: 6990.76 ms [2022-04-07 09:27:34 main:574] : INFO : Epoch 2006 | loss: 0.000206984 | val_loss: 0.000208244 | Time: 7197.44 ms [2022-04-07 09:27:41 main:574] : INFO : Epoch 2007 | loss: 0.00020106 | val_loss: 0.000199411 | Time: 6971.88 ms [2022-04-07 09:27:49 main:574] : INFO : Epoch 2008 | loss: 0.000191067 | val_loss: 0.0001942 | Time: 7090.93 ms [2022-04-07 09:27:56 main:574] : INFO : Epoch 2009 | loss: 0.00019621 | val_loss: 0.000216613 | Time: 7004 ms [2022-04-07 09:28:03 main:574] : INFO : Epoch 2010 | loss: 0.000199477 | val_loss: 0.000196027 | Time: 7173.4 ms [2022-04-07 09:28:10 main:574] : INFO : Epoch 2011 | loss: 0.000183047 | val_loss: 0.000186454 | Time: 7077.67 ms [2022-04-07 09:28:17 main:574] : INFO : Epoch 2012 | loss: 0.000176693 | val_loss: 0.000178753 | Time: 7018.93 ms [2022-04-07 09:28:24 main:574] : INFO : Epoch 2013 | loss: 0.000173582 | val_loss: 0.000184133 | Time: 7094.97 ms [2022-04-07 09:28:31 main:574] : INFO : Epoch 2014 | loss: 0.000172151 | val_loss: 0.000180499 | Time: 7202.22 ms [2022-04-07 09:28:38 main:574] : INFO : Epoch 2015 | loss: 0.000179382 | val_loss: 0.000185886 | Time: 7214.49 ms [2022-04-07 09:28:45 main:574] : INFO : Epoch 2016 | loss: 0.000192508 | val_loss: 0.000187158 | Time: 7055.52 ms [2022-04-07 09:28:53 main:574] : INFO : Epoch 2017 | loss: 0.000182087 | val_loss: 0.000171293 | Time: 7064.61 ms [2022-04-07 09:29:00 main:574] : INFO : Epoch 2018 | loss: 0.000166042 | val_loss: 0.000167061 | Time: 7130.54 ms [2022-04-07 09:29:07 main:574] : INFO : Epoch 2019 | loss: 0.000162875 | val_loss: 0.000162284 | Time: 7403.75 ms [2022-04-07 09:29:14 main:574] : INFO : Epoch 2020 | loss: 0.000153236 | val_loss: 0.000159273 | Time: 7023.03 ms [2022-04-07 09:29:21 main:574] : INFO : Epoch 2021 | loss: 0.000151871 | val_loss: 0.000154791 | Time: 7036.9 ms [2022-04-07 09:29:28 main:574] : INFO : Epoch 2022 | loss: 0.000152825 | val_loss: 0.000147892 | Time: 7115.81 ms [2022-04-07 09:29:35 main:574] : INFO : Epoch 2023 | loss: 0.000144965 | val_loss: 0.000171919 | Time: 7097.09 ms [2022-04-07 09:29:42 main:574] : INFO : Epoch 2024 | loss: 0.000178603 | val_loss: 0.000172861 | Time: 6989.68 ms [2022-04-07 09:29:49 main:574] : INFO : Epoch 2025 | loss: 0.000170185 | val_loss: 0.000170952 | Time: 7063.39 ms [2022-04-07 09:29:57 main:574] : INFO : Epoch 2026 | loss: 0.000166324 | val_loss: 0.000168625 | Time: 7059.79 ms [2022-04-07 09:30:04 main:574] : INFO : Epoch 2027 | loss: 0.000156675 | val_loss: 0.000156235 | Time: 7291.35 ms [2022-04-07 09:30:11 main:574] : INFO : Epoch 2028 | loss: 0.000153414 | val_loss: 0.000157688 | Time: 7106.21 ms [2022-04-07 09:30:18 main:574] : INFO : Epoch 2029 | loss: 0.00014435 | val_loss: 0.000144819 | Time: 7025.36 ms [2022-04-07 09:30:25 main:574] : INFO : Epoch 2030 | loss: 0.000139954 | val_loss: 0.000145876 | Time: 6929.23 ms [2022-04-07 09:30:32 main:574] : INFO : Epoch 2031 | loss: 0.000139189 | val_loss: 0.000137765 | Time: 7232.9 ms [2022-04-07 09:30:39 main:574] : INFO : Epoch 2032 | loss: 0.000136619 | val_loss: 0.000135228 | Time: 7208.42 ms [2022-04-07 09:30:46 main:574] : INFO : Epoch 2033 | loss: 0.000136314 | val_loss: 0.000132303 | Time: 7025.68 ms [2022-04-07 09:30:53 main:574] : INFO : Epoch 2034 | loss: 0.000135152 | val_loss: 0.000141703 | Time: 6975.1 ms [2022-04-07 09:31:00 main:574] : INFO : Epoch 2035 | loss: 0.000131869 | val_loss: 0.000131767 | Time: 7050.61 ms [2022-04-07 09:31:08 main:574] : INFO : Epoch 2036 | loss: 0.000129859 | val_loss: 0.000130526 | Time: 7224.31 ms [2022-04-07 09:31:15 main:574] : INFO : Epoch 2037 | loss: 0.000174081 | val_loss: 0.000173431 | Time: 7021.03 ms [2022-04-07 09:31:22 main:574] : INFO : Epoch 2038 | loss: 0.000160325 | val_loss: 0.000157101 | Time: 7050.84 ms [2022-04-07 09:31:29 main:574] : INFO : Epoch 2039 | loss: 0.000152693 | val_loss: 0.000145847 | Time: 7055.95 ms [2022-04-07 09:31:36 main:574] : INFO : Epoch 2040 | loss: 0.000136301 | val_loss: 0.000141552 | Time: 7123.06 ms [2022-04-07 09:31:43 main:574] : INFO : Epoch 2041 | loss: 0.000157598 | val_loss: 0.000164944 | Time: 7008.21 ms [2022-04-07 09:31:50 main:574] : INFO : Epoch 2042 | loss: 0.000146538 | val_loss: 0.000146946 | Time: 7073.34 ms [2022-04-07 09:31:57 main:574] : INFO : Epoch 2043 | loss: 0.000131275 | val_loss: 0.000130802 | Time: 7074.64 ms [2022-04-07 09:32:04 main:574] : INFO : Epoch 2044 | loss: 0.000129919 | val_loss: 0.000157081 | Time: 7214.12 ms [2022-04-07 09:32:12 main:574] : INFO : Epoch 2045 | loss: 0.000238624 | val_loss: 0.000269894 | Time: 7095.05 ms [2022-04-07 09:32:19 main:574] : INFO : Epoch 2046 | loss: 0.000279137 | val_loss: 0.000262741 | Time: 7045.06 ms [2022-04-07 09:32:26 main:574] : INFO : Epoch 2047 | loss: 0.000211703 | val_loss: 0.000181713 | Time: 7056.28 ms [2022-04-07 09:32:33 main:574] : INFO : Epoch 2048 | loss: 0.000174209 | val_loss: 0.000205796 | Time: 7238.41 ms [2022-04-07 09:32:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000205796 [2022-04-07 09:32:33 main:603] : INFO : Saving end state to config to file [2022-04-07 09:32:33 main:608] : INFO : Success, exiting.. 09:32:33 (2104): 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)