Task 14619813
| Name | ParityModified-1647046934-26648-3-0_0 |
| Workunit | 11639179 |
| Created | 13 Apr 2022, 22:44:28 UTC |
| Sent | 13 Apr 2022, 22:45:47 UTC |
| Report deadline | 21 Apr 2022, 22:45:47 UTC |
| Received | 13 Apr 2022, 23:57:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4161 |
| Run time | 1 hours 11 min 13 sec |
| CPU time | 1 hours 8 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,701.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310281 | val_loss: 0.0310501 | Time: 2030.64 ms [2022-04-13 16:39:40 main:574] : INFO : Epoch 1543 | loss: 0.0310299 | val_loss: 0.0310551 | Time: 2022.77 ms [2022-04-13 16:39:42 main:574] : INFO : Epoch 1544 | loss: 0.0310324 | val_loss: 0.031055 | Time: 2019.47 ms [2022-04-13 16:39:44 main:574] : INFO : Epoch 1545 | loss: 0.0310255 | val_loss: 0.0310556 | Time: 2030 ms [2022-04-13 16:39:46 main:574] : INFO : Epoch 1546 | loss: 0.0310227 | val_loss: 0.0310522 | Time: 2024.02 ms [2022-04-13 16:39:48 main:574] : INFO : Epoch 1547 | loss: 0.0310188 | val_loss: 0.0310495 | Time: 2019.93 ms [2022-04-13 16:39:50 main:574] : INFO : Epoch 1548 | loss: 0.0310182 | val_loss: 0.0310539 | Time: 2007.91 ms [2022-04-13 16:39:52 main:574] : INFO : Epoch 1549 | loss: 0.0310169 | val_loss: 0.0310538 | Time: 2023.37 ms [2022-04-13 16:39:54 main:574] : INFO : Epoch 1550 | loss: 0.0310182 | val_loss: 0.0310548 | Time: 2025.69 ms [2022-04-13 16:39:56 main:574] : INFO : Epoch 1551 | loss: 0.0310232 | val_loss: 0.0310557 | Time: 2028.63 ms [2022-04-13 16:39:58 main:574] : INFO : Epoch 1552 | loss: 0.0310237 | val_loss: 0.0310601 | Time: 2026.13 ms [2022-04-13 16:40:00 main:574] : INFO : Epoch 1553 | loss: 0.0310272 | val_loss: 0.0310682 | Time: 2009.82 ms [2022-04-13 16:40:03 main:574] : INFO : Epoch 1554 | loss: 0.0310181 | val_loss: 0.0310558 | Time: 2029.97 ms [2022-04-13 16:40:05 main:574] : INFO : Epoch 1555 | loss: 0.0310164 | val_loss: 0.0310503 | Time: 2010.3 ms [2022-04-13 16:40:07 main:574] : INFO : Epoch 1556 | loss: 0.031022 | val_loss: 0.0310578 | Time: 2022.64 ms [2022-04-13 16:40:09 main:574] : INFO : Epoch 1557 | loss: 0.0310248 | val_loss: 0.0310546 | Time: 2011.72 ms [2022-04-13 16:40:11 main:574] : INFO : Epoch 1558 | loss: 0.0310187 | val_loss: 0.0310573 | Time: 2023.9 ms [2022-04-13 16:40:13 main:574] : INFO : Epoch 1559 | loss: 0.0310156 | val_loss: 0.031057 | Time: 2019.33 ms [2022-04-13 16:40:15 main:574] : INFO : Epoch 1560 | loss: 0.0310225 | val_loss: 0.0310574 | Time: 2027.82 ms [2022-04-13 16:40:17 main:574] : INFO : Epoch 1561 | loss: 0.0310227 | val_loss: 0.0310754 | Time: 2031.12 ms [2022-04-13 16:40:19 main:574] : INFO : Epoch 1562 | loss: 0.0310468 | val_loss: 0.0310732 | Time: 2018.8 ms [2022-04-13 16:40:21 main:574] : INFO : Epoch 1563 | loss: 0.031047 | val_loss: 0.0310675 | Time: 2012.23 ms [2022-04-13 16:40:23 main:574] : INFO : Epoch 1564 | loss: 0.0310404 | val_loss: 0.0310577 | Time: 2024.49 ms [2022-04-13 16:40:25 main:574] : INFO : Epoch 1565 | loss: 0.0310378 | val_loss: 0.0310582 | Time: 2025.4 ms [2022-04-13 16:40:27 main:574] : INFO : Epoch 1566 | loss: 0.0310341 | val_loss: 0.0310551 | Time: 2015.73 ms [2022-04-13 16:40:29 main:574] : INFO : Epoch 1567 | loss: 0.0310618 | val_loss: 0.0310917 | Time: 2029.26 ms [2022-04-13 16:40:31 main:574] : INFO : Epoch 1568 | loss: 0.0310726 | val_loss: 0.0310817 | Time: 2033.05 ms [2022-04-13 16:40:34 main:574] : INFO : Epoch 1569 | loss: 0.0310632 | val_loss: 0.0310806 | Time: 2018.19 ms [2022-04-13 16:40:36 main:574] : INFO : Epoch 1570 | loss: 0.031056 | val_loss: 0.0310759 | Time: 2014.54 ms [2022-04-13 16:40:38 main:574] : INFO : Epoch 1571 | loss: 0.03105 | val_loss: 0.0310662 | Time: 2023.33 ms [2022-04-13 16:40:40 main:574] : INFO : Epoch 1572 | loss: 0.0310377 | val_loss: 0.0310586 | Time: 2039.26 ms [2022-04-13 16:40:42 main:574] : INFO : Epoch 1573 | loss: 0.0310584 | val_loss: 0.0310892 | Time: 2022.89 ms [2022-04-13 16:40:44 main:574] : INFO : Epoch 1574 | loss: 0.0310858 | val_loss: 0.0310886 | Time: 2020.46 ms [2022-04-13 16:40:46 main:574] : INFO : Epoch 1575 | loss: 0.0310776 | val_loss: 0.0310864 | Time: 2009.79 ms [2022-04-13 16:40:48 main:574] : INFO : Epoch 1576 | loss: 0.0310681 | val_loss: 0.0310703 | Time: 2018.88 ms [2022-04-13 16:40:50 main:574] : INFO : Epoch 1577 | loss: 0.0310571 | val_loss: 0.0310667 | Time: 2029.05 ms [2022-04-13 16:40:52 main:574] : INFO : Epoch 1578 | loss: 0.0310498 | val_loss: 0.0310688 | Time: 2024.08 ms [2022-04-13 16:40:54 main:574] : INFO : Epoch 1579 | loss: 0.0310464 | val_loss: 0.031074 | Time: 2029.09 ms [2022-04-13 16:40:56 main:574] : INFO : Epoch 1580 | loss: 0.0310468 | val_loss: 0.0310636 | Time: 2022.12 ms [2022-04-13 16:40:58 main:574] : INFO : Epoch 1581 | loss: 0.0310441 | val_loss: 0.0310625 | Time: 2026.51 ms [2022-04-13 16:41:00 main:574] : INFO : Epoch 1582 | loss: 0.0310429 | val_loss: 0.0310536 | Time: 2033.11 ms [2022-04-13 16:41:02 main:574] : INFO : Epoch 1583 | loss: 0.0310418 | val_loss: 0.0310558 | Time: 2022.25 ms [2022-04-13 16:41:05 main:574] : INFO : Epoch 1584 | loss: 0.0310371 | val_loss: 0.031055 | Time: 2023.49 ms [2022-04-13 16:41:07 main:574] : INFO : Epoch 1585 | loss: 0.031038 | val_loss: 0.0310593 | Time: 2026.69 ms [2022-04-13 16:41:09 main:574] : INFO : Epoch 1586 | loss: 0.0310349 | val_loss: 0.0310554 | Time: 2015.59 ms [2022-04-13 16:41:11 main:574] : INFO : Epoch 1587 | loss: 0.0310309 | val_loss: 0.0310539 | Time: 2015.47 ms [2022-04-13 16:41:13 main:574] : INFO : Epoch 1588 | loss: 0.0310284 | val_loss: 0.0310574 | Time: 2027.4 ms [2022-04-13 16:41:15 main:574] : INFO : Epoch 1589 | loss: 0.0310264 | val_loss: 0.0310501 | Time: 2027.22 ms [2022-04-13 16:41:17 main:574] : INFO : Epoch 1590 | loss: 0.0310249 | val_loss: 0.0310489 | Time: 2027.67 ms [2022-04-13 16:41:19 main:574] : INFO : Epoch 1591 | loss: 0.031026 | val_loss: 0.0310494 | Time: 2023.5 ms [2022-04-13 16:41:21 main:574] : INFO : Epoch 1592 | loss: 0.0310334 | val_loss: 0.0310552 | Time: 2026.04 ms [2022-04-13 16:41:23 main:574] : INFO : Epoch 1593 | loss: 0.0310242 | val_loss: 0.0310633 | Time: 2029.19 ms [2022-04-13 16:41:25 main:574] : INFO : Epoch 1594 | loss: 0.0310204 | val_loss: 0.0310545 | Time: 2026.96 ms [2022-04-13 16:41:27 main:574] : INFO : Epoch 1595 | loss: 0.0310193 | val_loss: 0.0310545 | Time: 2007.77 ms [2022-04-13 16:41:29 main:574] : INFO : Epoch 1596 | loss: 0.0310158 | val_loss: 0.031063 | Time: 2029.75 ms [2022-04-13 16:41:31 main:574] : INFO : Epoch 1597 | loss: 0.0310204 | val_loss: 0.031052 | Time: 2032.08 ms [2022-04-13 16:41:33 main:574] : INFO : Epoch 1598 | loss: 0.0310249 | val_loss: 0.0310541 | Time: 2021.77 ms [2022-04-13 16:41:36 main:574] : INFO : Epoch 1599 | loss: 0.0310255 | val_loss: 0.0310536 | Time: 2020.71 ms [2022-04-13 16:41:38 main:574] : INFO : Epoch 1600 | loss: 0.0310266 | val_loss: 0.0310641 | Time: 2021.15 ms [2022-04-13 16:41:40 main:574] : INFO : Epoch 1601 | loss: 0.0310254 | val_loss: 0.0310635 | Time: 2025.94 ms [2022-04-13 16:41:42 main:574] : INFO : Epoch 1602 | loss: 0.0310242 | val_loss: 0.0310538 | Time: 2035.22 ms [2022-04-13 16:41:44 main:574] : INFO : Epoch 1603 | loss: 0.0310185 | val_loss: 0.0310548 | Time: 2014.48 ms [2022-04-13 16:41:46 main:574] : INFO : Epoch 1604 | loss: 0.0310196 | val_loss: 0.0310507 | Time: 2024.03 ms [2022-04-13 16:41:48 main:574] : INFO : Epoch 1605 | loss: 0.0310239 | val_loss: 0.0310565 | Time: 2036.85 ms [2022-04-13 16:41:50 main:574] : INFO : Epoch 1606 | loss: 0.0310236 | val_loss: 0.031052 | Time: 2016.92 ms [2022-04-13 16:41:52 main:574] : INFO : Epoch 1607 | loss: 0.0310175 | val_loss: 0.0310568 | Time: 2010.04 ms [2022-04-13 16:41:54 main:574] : INFO : Epoch 1608 | loss: 0.0310317 | val_loss: 0.0310553 | Time: 2026.24 ms [2022-04-13 16:41:56 main:574] : INFO : Epoch 1609 | loss: 0.0310322 | val_loss: 0.0310597 | Time: 2021.94 ms [2022-04-13 16:41:58 main:574] : INFO : Epoch 1610 | loss: 0.0310261 | val_loss: 0.0310529 | Time: 2022.74 ms [2022-04-13 16:42:00 main:574] : INFO : Epoch 1611 | loss: 0.0310151 | val_loss: 0.0310411 | Time: 2022.39 ms [2022-04-13 16:42:02 main:574] : INFO : Epoch 1612 | loss: 0.0310166 | val_loss: 0.0310495 | Time: 2030.02 ms [2022-04-13 16:42:04 main:574] : INFO : Epoch 1613 | loss: 0.0310154 | val_loss: 0.0310495 | Time: 2011.51 ms [2022-04-13 16:42:06 main:574] : INFO : Epoch 1614 | loss: 0.0310098 | val_loss: 0.0310537 | Time: 2015.04 ms [2022-04-13 16:42:09 main:574] : INFO : Epoch 1615 | loss: 0.0310121 | val_loss: 0.0310424 | Time: 2025.05 ms [2022-04-13 16:42:11 main:574] : INFO : Epoch 1616 | loss: 0.0310087 | val_loss: 0.0310588 | Time: 2022.08 ms [2022-04-13 16:42:13 main:574] : INFO : Epoch 1617 | loss: 0.0310114 | val_loss: 0.0310432 | Time: 2013.51 ms [2022-04-13 16:42:15 main:574] : INFO : Epoch 1618 | loss: 0.0310074 | val_loss: 0.0310435 | Time: 2024.26 ms [2022-04-13 16:42:17 main:574] : INFO : Epoch 1619 | loss: 0.0310449 | val_loss: 0.0311114 | Time: 2031.77 ms [2022-04-13 16:42:19 main:574] : INFO : Epoch 1620 | loss: 0.0311168 | val_loss: 0.0311318 | Time: 2021.94 ms [2022-04-13 16:42:21 main:574] : INFO : Epoch 1621 | loss: 0.0311138 | val_loss: 0.0311088 | Time: 2025.86 ms [2022-04-13 16:42:23 main:574] : INFO : Epoch 1622 | loss: 0.0310825 | val_loss: 0.0310829 | Time: 2018.69 ms [2022-04-13 16:42:25 main:574] : INFO : Epoch 1623 | loss: 0.0310651 | val_loss: 0.0310729 | Time: 2019.58 ms [2022-04-13 16:42:27 main:574] : INFO : Epoch 1624 | loss: 0.0310577 | val_loss: 0.0310707 | Time: 2028.01 ms [2022-04-13 16:42:29 main:574] : INFO : Epoch 1625 | loss: 0.0310581 | val_loss: 0.0310692 | Time: 2030.54 ms [2022-04-13 16:42:31 main:574] : INFO : Epoch 1626 | loss: 0.0310595 | val_loss: 0.031067 | Time: 2025.1 ms [2022-04-13 16:42:34 main:574] : INFO : Epoch 1627 | loss: 0.0310524 | val_loss: 0.0310664 | Time: 2029.77 ms [2022-04-13 16:42:36 main:574] : INFO : Epoch 1628 | loss: 0.0310431 | val_loss: 0.0310644 | Time: 2019.71 ms [2022-04-13 16:42:38 main:574] : INFO : Epoch 1629 | loss: 0.0310353 | val_loss: 0.0310592 | Time: 2014.69 ms [2022-04-13 16:42:40 main:574] : INFO : Epoch 1630 | loss: 0.0310354 | val_loss: 0.031067 | Time: 2023.27 ms [2022-04-13 16:42:42 main:574] : INFO : Epoch 1631 | loss: 0.0310403 | val_loss: 0.0310692 | Time: 2023.08 ms [2022-04-13 16:42:44 main:574] : INFO : Epoch 1632 | loss: 0.0310365 | val_loss: 0.0310707 | Time: 2015.42 ms [2022-04-13 16:42:46 main:574] : INFO : Epoch 1633 | loss: 0.0310317 | val_loss: 0.0310633 | Time: 2024.01 ms [2022-04-13 16:42:48 main:574] : INFO : Epoch 1634 | loss: 0.031028 | val_loss: 0.0310697 | Time: 2035.32 ms [2022-04-13 16:42:50 main:574] : INFO : Epoch 1635 | loss: 0.031026 | val_loss: 0.0310615 | Time: 2022.66 ms [2022-04-13 16:42:52 main:574] : INFO : Epoch 1636 | loss: 0.0310271 | val_loss: 0.0310682 | Time: 2023.92 ms [2022-04-13 16:42:54 main:574] : INFO : Epoch 1637 | loss: 0.0310513 | val_loss: 0.031069 | Time: 2032.46 ms [2022-04-13 16:42:56 main:574] : INFO : Epoch 1638 | loss: 0.0310413 | val_loss: 0.0310596 | Time: 2008.9 ms [2022-04-13 16:42:58 main:574] : INFO : Epoch 1639 | loss: 0.0310291 | val_loss: 0.0310577 | Time: 2025.82 ms [2022-04-13 16:43:00 main:574] : INFO : Epoch 1640 | loss: 0.0310252 | val_loss: 0.0310622 | Time: 2021 ms [2022-04-13 16:43:02 main:574] : INFO : Epoch 1641 | loss: 0.0310341 | val_loss: 0.0310737 | Time: 2025.99 ms [2022-04-13 16:43:05 main:574] : INFO : Epoch 1642 | loss: 0.0310404 | val_loss: 0.031062 | Time: 2018.94 ms [2022-04-13 16:43:07 main:574] : INFO : Epoch 1643 | loss: 0.0310363 | val_loss: 0.0310657 | Time: 2020.27 ms [2022-04-13 16:43:09 main:574] : INFO : Epoch 1644 | loss: 0.0310299 | val_loss: 0.0310562 | Time: 2026.74 ms [2022-04-13 16:43:11 main:574] : INFO : Epoch 1645 | loss: 0.0310248 | val_loss: 0.0310527 | Time: 2027.05 ms [2022-04-13 16:43:13 main:574] : INFO : Epoch 1646 | loss: 0.0310191 | val_loss: 0.0310585 | Time: 2026.72 ms [2022-04-13 16:43:15 main:574] : INFO : Epoch 1647 | loss: 0.0310187 | val_loss: 0.0310497 | Time: 2038.36 ms [2022-04-13 16:43:17 main:574] : INFO : Epoch 1648 | loss: 0.0310205 | val_loss: 0.0310525 | Time: 2008.16 ms [2022-04-13 16:43:19 main:574] : INFO : Epoch 1649 | loss: 0.0310171 | val_loss: 0.0310516 | Time: 2018.84 ms [2022-04-13 16:43:21 main:574] : INFO : Epoch 1650 | loss: 0.0310171 | val_loss: 0.0310487 | Time: 2026.32 ms [2022-04-13 16:43:23 main:574] : INFO : Epoch 1651 | loss: 0.0310176 | val_loss: 0.0310494 | Time: 2024.53 ms [2022-04-13 16:43:25 main:574] : INFO : Epoch 1652 | loss: 0.0310154 | val_loss: 0.0310523 | Time: 2026.51 ms [2022-04-13 16:43:27 main:574] : INFO : Epoch 1653 | loss: 0.0310146 | val_loss: 0.0310688 | Time: 2020.79 ms [2022-04-13 16:43:29 main:574] : INFO : Epoch 1654 | loss: 0.0310195 | val_loss: 0.0310653 | Time: 2021.04 ms [2022-04-13 16:43:31 main:574] : INFO : Epoch 1655 | loss: 0.0310188 | val_loss: 0.0310499 | Time: 2025.11 ms [2022-04-13 16:43:33 main:574] : INFO : Epoch 1656 | loss: 0.0310224 | val_loss: 0.0310576 | Time: 2026.74 ms [2022-04-13 16:43:36 main:574] : INFO : Epoch 1657 | loss: 0.0310207 | val_loss: 0.0310453 | Time: 2025.35 ms [2022-04-13 16:43:38 main:574] : INFO : Epoch 1658 | loss: 0.0310137 | val_loss: 0.0310436 | Time: 2026.91 ms [2022-04-13 16:43:40 main:574] : INFO : Epoch 1659 | loss: 0.0310134 | val_loss: 0.031046 | Time: 2017.82 ms [2022-04-13 16:43:42 main:574] : INFO : Epoch 1660 | loss: 0.0310284 | val_loss: 0.0310621 | Time: 2022.64 ms [2022-04-13 16:43:44 main:574] : INFO : Epoch 1661 | loss: 0.0310292 | val_loss: 0.0310582 | Time: 2024.88 ms [2022-04-13 16:43:46 main:574] : INFO : Epoch 1662 | loss: 0.0310242 | val_loss: 0.0310561 | Time: 2027.29 ms [2022-04-13 16:43:48 main:574] : INFO : Epoch 1663 | loss: 0.0310209 | val_loss: 0.0310623 | Time: 2024.06 ms [2022-04-13 16:43:50 main:574] : INFO : Epoch 1664 | loss: 0.0310285 | val_loss: 0.0310629 | Time: 2014.45 ms [2022-04-13 16:43:52 main:574] : INFO : Epoch 1665 | loss: 0.0310368 | val_loss: 0.0310561 | Time: 2028.18 ms [2022-04-13 16:43:54 main:574] : INFO : Epoch 1666 | loss: 0.0310276 | val_loss: 0.0310583 | Time: 2027.92 ms [2022-04-13 16:43:56 main:574] : INFO : Epoch 1667 | loss: 0.0310526 | val_loss: 0.0311019 | Time: 2022.8 ms [2022-04-13 16:43:58 main:574] : INFO : Epoch 1668 | loss: 0.0310871 | val_loss: 0.0310955 | Time: 2019.56 ms [2022-04-13 16:44:00 main:574] : INFO : Epoch 1669 | loss: 0.03108 | val_loss: 0.0310872 | Time: 2012.21 ms [2022-04-13 16:44:02 main:574] : INFO : Epoch 1670 | loss: 0.0310703 | val_loss: 0.031081 | Time: 2017.12 ms [2022-04-13 16:44:04 main:574] : INFO : Epoch 1671 | loss: 0.0310626 | val_loss: 0.0310724 | Time: 2011.53 ms [2022-04-13 16:44:07 main:574] : INFO : Epoch 1672 | loss: 0.0310674 | val_loss: 0.031081 | Time: 2026.16 ms [2022-04-13 16:44:09 main:574] : INFO : Epoch 1673 | loss: 0.0310711 | val_loss: 0.0310753 | Time: 2019.14 ms [2022-04-13 16:44:11 main:574] : INFO : Epoch 1674 | loss: 0.0310667 | val_loss: 0.0310729 | Time: 2023.84 ms [2022-04-13 16:44:13 main:574] : INFO : Epoch 1675 | loss: 0.0310637 | val_loss: 0.0310707 | Time: 2025.12 ms [2022-04-13 16:44:15 main:574] : INFO : Epoch 1676 | loss: 0.0310501 | val_loss: 0.0310604 | Time: 2025.52 ms [2022-04-13 16:44:17 main:574] : INFO : Epoch 1677 | loss: 0.0310387 | val_loss: 0.0310601 | Time: 2023.86 ms [2022-04-13 16:44:19 main:574] : INFO : Epoch 1678 | loss: 0.0310313 | val_loss: 0.0310585 | Time: 2032.53 ms [2022-04-13 16:44:21 main:574] : INFO : Epoch 1679 | loss: 0.0310286 | val_loss: 0.0310626 | Time: 2030.92 ms [2022-04-13 16:44:23 main:574] : INFO : Epoch 1680 | loss: 0.0310282 | val_loss: 0.0310536 | Time: 2027.18 ms [2022-04-13 16:44:25 main:574] : INFO : Epoch 1681 | loss: 0.0310277 | val_loss: 0.0310495 | Time: 2029.55 ms [2022-04-13 16:44:27 main:574] : INFO : Epoch 1682 | loss: 0.031028 | val_loss: 0.0310496 | Time: 2020.49 ms [2022-04-13 16:44:29 main:574] : INFO : Epoch 1683 | loss: 0.0310445 | val_loss: 0.0310712 | Time: 2021.99 ms [2022-04-13 16:44:31 main:574] : INFO : Epoch 1684 | loss: 0.031046 | val_loss: 0.0310621 | Time: 2022.94 ms [2022-04-13 16:44:33 main:574] : INFO : Epoch 1685 | loss: 0.0310355 | val_loss: 0.0310613 | Time: 2025.84 ms [2022-04-13 16:44:36 main:574] : INFO : Epoch 1686 | loss: 0.0310283 | val_loss: 0.0310634 | Time: 2022.46 ms [2022-04-13 16:44:38 main:574] : INFO : Epoch 1687 | loss: 0.0310239 | val_loss: 0.0310522 | Time: 2016.61 ms [2022-04-13 16:44:40 main:574] : INFO : Epoch 1688 | loss: 0.0310233 | val_loss: 0.0310617 | Time: 2037.16 ms [2022-04-13 16:44:42 main:574] : INFO : Epoch 1689 | loss: 0.0310244 | val_loss: 0.0310516 | Time: 2025.96 ms [2022-04-13 16:44:44 main:574] : INFO : Epoch 1690 | loss: 0.03102 | val_loss: 0.0310543 | Time: 2014.39 ms [2022-04-13 16:44:46 main:574] : INFO : Epoch 1691 | loss: 0.0310159 | val_loss: 0.0310504 | Time: 2015.83 ms [2022-04-13 16:44:48 main:574] : INFO : Epoch 1692 | loss: 0.0310158 | val_loss: 0.0310477 | Time: 2033.33 ms [2022-04-13 16:44:50 main:574] : INFO : Epoch 1693 | loss: 0.0310135 | val_loss: 0.031046 | Time: 2029.48 ms [2022-04-13 16:44:52 main:574] : INFO : Epoch 1694 | loss: 0.0310116 | val_loss: 0.0310549 | Time: 2018.24 ms [2022-04-13 16:44:54 main:574] : INFO : Epoch 1695 | loss: 0.0310178 | val_loss: 0.0310504 | Time: 2018.21 ms [2022-04-13 16:44:56 main:574] : INFO : Epoch 1696 | loss: 0.0310107 | val_loss: 0.0310466 | Time: 2023.03 ms [2022-04-13 16:44:58 main:574] : INFO : Epoch 1697 | loss: 0.03101 | val_loss: 0.0310476 | Time: 2023.2 ms [2022-04-13 16:45:00 main:574] : INFO : Epoch 1698 | loss: 0.0310095 | val_loss: 0.0310466 | Time: 2026.34 ms [2022-04-13 16:45:02 main:574] : INFO : Epoch 1699 | loss: 0.0310076 | val_loss: 0.0310526 | Time: 2034.96 ms [2022-04-13 16:45:05 main:574] : INFO : Epoch 1700 | loss: 0.031008 | val_loss: 0.0310441 | Time: 2035.81 ms [2022-04-13 16:45:07 main:574] : INFO : Epoch 1701 | loss: 0.031006 | val_loss: 0.0310526 | Time: 2021.36 ms [2022-04-13 16:45:09 main:574] : INFO : Epoch 1702 | loss: 0.0310032 | val_loss: 0.0310443 | Time: 2025.4 ms [2022-04-13 16:45:11 main:574] : INFO : Epoch 1703 | loss: 0.031003 | val_loss: 0.0310614 | Time: 2042.39 ms [2022-04-13 16:45:13 main:574] : INFO : Epoch 1704 | loss: 0.0310024 | val_loss: 0.0310466 | Time: 2036.11 ms [2022-04-13 16:45:15 main:574] : INFO : Epoch 1705 | loss: 0.0310053 | val_loss: 0.0310743 | Time: 2032.01 ms [2022-04-13 16:45:17 main:574] : INFO : Epoch 1706 | loss: 0.0310051 | val_loss: 0.0310542 | Time: 2021.71 ms [2022-04-13 16:45:19 main:574] : INFO : Epoch 1707 | loss: 0.0310071 | val_loss: 0.0310555 | Time: 2016.52 ms [2022-04-13 16:45:21 main:574] : INFO : Epoch 1708 | loss: 0.0310054 | val_loss: 0.0310546 | Time: 2031.39 ms [2022-04-13 16:45:23 main:574] : INFO : Epoch 1709 | loss: 0.0310047 | val_loss: 0.0310515 | Time: 2014.26 ms [2022-04-13 16:45:25 main:574] : INFO : Epoch 1710 | loss: 0.0310179 | val_loss: 0.0310641 | Time: 2014.49 ms [2022-04-13 16:45:27 main:574] : INFO : Epoch 1711 | loss: 0.0310302 | val_loss: 0.0310619 | Time: 2029.77 ms [2022-04-13 16:45:29 main:574] : INFO : Epoch 1712 | loss: 0.0310304 | val_loss: 0.0310658 | Time: 2030.97 ms [2022-04-13 16:45:31 main:574] : INFO : Epoch 1713 | loss: 0.0310255 | val_loss: 0.0310536 | Time: 2014.39 ms [2022-04-13 16:45:33 main:574] : INFO : Epoch 1714 | loss: 0.0310188 | val_loss: 0.0310593 | Time: 2015.24 ms [2022-04-13 16:45:35 main:574] : INFO : Epoch 1715 | loss: 0.0310146 | val_loss: 0.0310535 | Time: 2027.05 ms [2022-04-13 16:45:38 main:574] : INFO : Epoch 1716 | loss: 0.0310115 | val_loss: 0.0310549 | Time: 2017.57 ms [2022-04-13 16:45:40 main:574] : INFO : Epoch 1717 | loss: 0.0310107 | val_loss: 0.0310575 | Time: 2023.88 ms [2022-04-13 16:45:42 main:574] : INFO : Epoch 1718 | loss: 0.0310063 | val_loss: 0.0310571 | Time: 2032.99 ms [2022-04-13 16:45:44 main:574] : INFO : Epoch 1719 | loss: 0.0310082 | val_loss: 0.0310526 | Time: 2033.18 ms [2022-04-13 16:45:46 main:574] : INFO : Epoch 1720 | loss: 0.0310062 | val_loss: 0.0310596 | Time: 2025.25 ms [2022-04-13 16:45:48 main:574] : INFO : Epoch 1721 | loss: 0.0310059 | val_loss: 0.0310588 | Time: 2026.8 ms [2022-04-13 16:45:50 main:574] : INFO : Epoch 1722 | loss: 0.031007 | val_loss: 0.0310573 | Time: 2021.58 ms [2022-04-13 16:45:52 main:574] : INFO : Epoch 1723 | loss: 0.0310108 | val_loss: 0.0310637 | Time: 2016.67 ms [2022-04-13 16:45:54 main:574] : INFO : Epoch 1724 | loss: 0.0310128 | val_loss: 0.0310592 | Time: 2030.76 ms [2022-04-13 16:45:56 main:574] : INFO : Epoch 1725 | loss: 0.0310212 | val_loss: 0.0310704 | Time: 2034.1 ms [2022-04-13 16:45:58 main:574] : INFO : Epoch 1726 | loss: 0.0310161 | val_loss: 0.0310591 | Time: 2020.81 ms [2022-04-13 16:46:00 main:574] : INFO : Epoch 1727 | loss: 0.0310101 | val_loss: 0.0310725 | Time: 2020.11 ms [2022-04-13 16:46:02 main:574] : INFO : Epoch 1728 | loss: 0.0310055 | val_loss: 0.0310538 | Time: 2020.43 ms [2022-04-13 16:46:04 main:574] : INFO : Epoch 1729 | loss: 0.0310216 | val_loss: 0.0310554 | Time: 2023.02 ms [2022-04-13 16:46:06 main:574] : INFO : Epoch 1730 | loss: 0.0310227 | val_loss: 0.0310613 | Time: 2008.86 ms [2022-04-13 16:46:09 main:574] : INFO : Epoch 1731 | loss: 0.0310145 | val_loss: 0.0310559 | Time: 2028.15 ms [2022-04-13 16:46:11 main:574] : INFO : Epoch 1732 | loss: 0.0310151 | val_loss: 0.0310543 | Time: 2066.28 ms [2022-04-13 16:46:13 main:574] : INFO : Epoch 1733 | loss: 0.0310309 | val_loss: 0.0310531 | Time: 2030.03 ms [2022-04-13 16:46:15 main:574] : INFO : Epoch 1734 | loss: 0.0310265 | val_loss: 0.0310565 | Time: 2027.94 ms [2022-04-13 16:46:17 main:574] : INFO : Epoch 1735 | loss: 0.0310207 | val_loss: 0.0310503 | Time: 2024.72 ms [2022-04-13 16:46:19 main:574] : INFO : Epoch 1736 | loss: 0.0310145 | val_loss: 0.0310472 | Time: 2027.66 ms [2022-04-13 16:46:21 main:574] : INFO : Epoch 1737 | loss: 0.0310121 | val_loss: 0.0310532 | Time: 2023.92 ms [2022-04-13 16:46:23 main:574] : INFO : Epoch 1738 | loss: 0.0310114 | val_loss: 0.0310683 | Time: 2028.1 ms [2022-04-13 16:46:25 main:574] : INFO : Epoch 1739 | loss: 0.0310091 | val_loss: 0.0310515 | Time: 2027.56 ms [2022-04-13 16:46:27 main:574] : INFO : Epoch 1740 | loss: 0.0310085 | val_loss: 0.0310553 | Time: 2024.15 ms [2022-04-13 16:46:29 main:574] : INFO : Epoch 1741 | loss: 0.0310072 | val_loss: 0.0310475 | Time: 2021.46 ms [2022-04-13 16:46:31 main:574] : INFO : Epoch 1742 | loss: 0.0310026 | val_loss: 0.0310543 | Time: 2021.62 ms [2022-04-13 16:46:33 main:574] : INFO : Epoch 1743 | loss: 0.0310005 | val_loss: 0.0310584 | Time: 2014.47 ms [2022-04-13 16:46:35 main:574] : INFO : Epoch 1744 | loss: 0.0310061 | val_loss: 0.0310508 | Time: 2036.74 ms [2022-04-13 16:46:37 main:574] : INFO : Epoch 1745 | loss: 0.031018 | val_loss: 0.0310483 | Time: 2021.18 ms [2022-04-13 16:46:40 main:574] : INFO : Epoch 1746 | loss: 0.0310123 | val_loss: 0.0310493 | Time: 2023.41 ms [2022-04-13 16:46:42 main:574] : INFO : Epoch 1747 | loss: 0.0310195 | val_loss: 0.0310599 | Time: 2009.56 ms [2022-04-13 16:46:44 main:574] : INFO : Epoch 1748 | loss: 0.0310116 | val_loss: 0.0310605 | Time: 2010.55 ms [2022-04-13 16:46:46 main:574] : INFO : Epoch 1749 | loss: 0.0310347 | val_loss: 0.0310689 | Time: 2036.8 ms [2022-04-13 16:46:48 main:574] : INFO : Epoch 1750 | loss: 0.0310365 | val_loss: 0.031055 | Time: 2037.79 ms [2022-04-13 16:46:50 main:574] : INFO : Epoch 1751 | loss: 0.0310347 | val_loss: 0.0310685 | Time: 2027.25 ms [2022-04-13 16:46:52 main:574] : INFO : Epoch 1752 | loss: 0.0310318 | val_loss: 0.0310595 | Time: 2023.13 ms [2022-04-13 16:46:54 main:574] : INFO : Epoch 1753 | loss: 0.0310271 | val_loss: 0.0310667 | Time: 2022.84 ms [2022-04-13 16:46:56 main:574] : INFO : Epoch 1754 | loss: 0.0310302 | val_loss: 0.0310532 | Time: 2012.49 ms [2022-04-13 16:46:58 main:574] : INFO : Epoch 1755 | loss: 0.0310264 | val_loss: 0.0310473 | Time: 2030.24 ms [2022-04-13 16:47:00 main:574] : INFO : Epoch 1756 | loss: 0.0310224 | val_loss: 0.0310483 | Time: 2038.11 ms [2022-04-13 16:47:02 main:574] : INFO : Epoch 1757 | loss: 0.0310234 | val_loss: 0.0310601 | Time: 2021.14 ms [2022-04-13 16:47:04 main:574] : INFO : Epoch 1758 | loss: 0.0310194 | val_loss: 0.0310499 | Time: 2022.31 ms [2022-04-13 16:47:06 main:574] : INFO : Epoch 1759 | loss: 0.0310207 | val_loss: 0.0310482 | Time: 2034.65 ms [2022-04-13 16:47:08 main:574] : INFO : Epoch 1760 | loss: 0.031014 | val_loss: 0.0310466 | Time: 2025.79 ms [2022-04-13 16:47:11 main:574] : INFO : Epoch 1761 | loss: 0.0310145 | val_loss: 0.0310422 | Time: 2026.92 ms [2022-04-13 16:47:13 main:574] : INFO : Epoch 1762 | loss: 0.0310144 | val_loss: 0.0310484 | Time: 2024.65 ms [2022-04-13 16:47:15 main:574] : INFO : Epoch 1763 | loss: 0.0310139 | val_loss: 0.0310433 | Time: 2032.88 ms [2022-04-13 16:47:17 main:574] : INFO : Epoch 1764 | loss: 0.0310068 | val_loss: 0.0310482 | Time: 2031.57 ms [2022-04-13 16:47:19 main:574] : INFO : Epoch 1765 | loss: 0.0310041 | val_loss: 0.0310418 | Time: 2031 ms [2022-04-13 16:47:21 main:574] : INFO : Epoch 1766 | loss: 0.0310013 | val_loss: 0.0310365 | Time: 2028 ms [2022-04-13 16:47:23 main:574] : INFO : Epoch 1767 | loss: 0.0310031 | val_loss: 0.0310581 | Time: 2019.37 ms [2022-04-13 16:47:25 main:574] : INFO : Epoch 1768 | loss: 0.0309999 | val_loss: 0.0310388 | Time: 2019.6 ms [2022-04-13 16:47:27 main:574] : INFO : Epoch 1769 | loss: 0.0310002 | val_loss: 0.0310501 | Time: 2014.14 ms [2022-04-13 16:47:29 main:574] : INFO : Epoch 1770 | loss: 0.0310001 | val_loss: 0.0310395 | Time: 2018.3 ms [2022-04-13 16:47:31 main:574] : INFO : Epoch 1771 | loss: 0.0309983 | val_loss: 0.0310424 | Time: 2021.14 ms [2022-04-13 16:47:33 main:574] : INFO : Epoch 1772 | loss: 0.0310064 | val_loss: 0.0310487 | Time: 2012.55 ms [2022-04-13 16:47:35 main:574] : INFO : Epoch 1773 | loss: 0.0310397 | val_loss: 0.0310579 | Time: 2028.01 ms [2022-04-13 16:47:37 main:574] : INFO : Epoch 1774 | loss: 0.0310439 | val_loss: 0.0310554 | Time: 2015.64 ms [2022-04-13 16:47:39 main:574] : INFO : Epoch 1775 | loss: 0.0310346 | val_loss: 0.0310487 | Time: 2024.37 ms [2022-04-13 16:47:42 main:574] : INFO : Epoch 1776 | loss: 0.0310267 | val_loss: 0.0310487 | Time: 2022.59 ms [2022-04-13 16:47:44 main:574] : INFO : Epoch 1777 | loss: 0.0310226 | val_loss: 0.0310441 | Time: 2027.37 ms [2022-04-13 16:47:46 main:574] : INFO : Epoch 1778 | loss: 0.0310271 | val_loss: 0.0310497 | Time: 2025.12 ms [2022-04-13 16:47:48 main:574] : INFO : Epoch 1779 | loss: 0.0310229 | val_loss: 0.0310487 | Time: 2023.65 ms [2022-04-13 16:47:50 main:574] : INFO : Epoch 1780 | loss: 0.0310199 | val_loss: 0.0310483 | Time: 2024.66 ms [2022-04-13 16:47:52 main:574] : INFO : Epoch 1781 | loss: 0.0310113 | val_loss: 0.0310467 | Time: 2019.03 ms [2022-04-13 16:47:54 main:574] : INFO : Epoch 1782 | loss: 0.0310059 | val_loss: 0.031043 | Time: 2018.1 ms [2022-04-13 16:47:56 main:574] : INFO : Epoch 1783 | loss: 0.0310033 | val_loss: 0.0310411 | Time: 2021.67 ms [2022-04-13 16:47:58 main:574] : INFO : Epoch 1784 | loss: 0.0310026 | val_loss: 0.0310407 | Time: 2031.31 ms [2022-04-13 16:48:00 main:574] : INFO : Epoch 1785 | loss: 0.0310031 | val_loss: 0.0310531 | Time: 2026.13 ms [2022-04-13 16:48:02 main:574] : INFO : Epoch 1786 | loss: 0.0310029 | val_loss: 0.0310454 | Time: 2027.09 ms [2022-04-13 16:48:04 main:574] : INFO : Epoch 1787 | loss: 0.0310016 | val_loss: 0.0310403 | Time: 2009.54 ms [2022-04-13 16:48:06 main:574] : INFO : Epoch 1788 | loss: 0.0310002 | val_loss: 0.0310376 | Time: 2016.56 ms [2022-04-13 16:48:09 main:574] : INFO : Epoch 1789 | loss: 0.0309968 | val_loss: 0.0310469 | Time: 2040.41 ms [2022-04-13 16:48:11 main:574] : INFO : Epoch 1790 | loss: 0.0309956 | val_loss: 0.031053 | Time: 2027.33 ms [2022-04-13 16:48:13 main:574] : INFO : Epoch 1791 | loss: 0.0309945 | val_loss: 0.0310448 | Time: 2020.18 ms [2022-04-13 16:48:15 main:574] : INFO : Epoch 1792 | loss: 0.0309957 | val_loss: 0.0310387 | Time: 2029.68 ms [2022-04-13 16:48:17 main:574] : INFO : Epoch 1793 | loss: 0.030998 | val_loss: 0.0310515 | Time: 2017.13 ms [2022-04-13 16:48:19 main:574] : INFO : Epoch 1794 | loss: 0.0309977 | val_loss: 0.0310388 | Time: 2018.1 ms [2022-04-13 16:48:21 main:574] : INFO : Epoch 1795 | loss: 0.0309981 | val_loss: 0.0310506 | Time: 2025.23 ms [2022-04-13 16:48:23 main:574] : INFO : Epoch 1796 | loss: 0.0309985 | val_loss: 0.0310431 | Time: 2024.47 ms [2022-04-13 16:48:25 main:574] : INFO : Epoch 1797 | loss: 0.030998 | val_loss: 0.0310466 | Time: 2021.29 ms [2022-04-13 16:48:27 main:574] : INFO : Epoch 1798 | loss: 0.0310037 | val_loss: 0.0310523 | Time: 2023.65 ms [2022-04-13 16:48:29 main:574] : INFO : Epoch 1799 | loss: 0.0310063 | val_loss: 0.031058 | Time: 2019.47 ms [2022-04-13 16:48:31 main:574] : INFO : Epoch 1800 | loss: 0.0310051 | val_loss: 0.0310429 | Time: 2025.57 ms [2022-04-13 16:48:33 main:574] : INFO : Epoch 1801 | loss: 0.0310026 | val_loss: 0.0310385 | Time: 2026.23 ms [2022-04-13 16:48:35 main:574] : INFO : Epoch 1802 | loss: 0.0310032 | val_loss: 0.0310474 | Time: 2044.56 ms [2022-04-13 16:48:37 main:574] : INFO : Epoch 1803 | loss: 0.0309994 | val_loss: 0.0310431 | Time: 2028.19 ms [2022-04-13 16:48:40 main:574] : INFO : Epoch 1804 | loss: 0.0309974 | val_loss: 0.0310588 | Time: 2016.83 ms [2022-04-13 16:48:42 main:574] : INFO : Epoch 1805 | loss: 0.0309979 | val_loss: 0.0310458 | Time: 2026.62 ms [2022-04-13 16:48:44 main:574] : INFO : Epoch 1806 | loss: 0.031001 | val_loss: 0.0310465 | Time: 2013.56 ms [2022-04-13 16:48:46 main:574] : INFO : Epoch 1807 | loss: 0.0310044 | val_loss: 0.031043 | Time: 2028.49 ms [2022-04-13 16:48:48 main:574] : INFO : Epoch 1808 | loss: 0.0310028 | val_loss: 0.0310535 | Time: 2031.19 ms [2022-04-13 16:48:50 main:574] : INFO : Epoch 1809 | loss: 0.0310188 | val_loss: 0.0310488 | Time: 2012.73 ms [2022-04-13 16:48:52 main:574] : INFO : Epoch 1810 | loss: 0.0310065 | val_loss: 0.0310461 | Time: 2025.81 ms [2022-04-13 16:48:54 main:574] : INFO : Epoch 1811 | loss: 0.0309983 | val_loss: 0.0310398 | Time: 2027.72 ms [2022-04-13 16:48:56 main:574] : INFO : Epoch 1812 | loss: 0.0310279 | val_loss: 0.03105 | Time: 2021.13 ms [2022-04-13 16:48:58 main:574] : INFO : Epoch 1813 | loss: 0.0310242 | val_loss: 0.0310338 | Time: 2018.43 ms [2022-04-13 16:49:00 main:574] : INFO : Epoch 1814 | loss: 0.0310082 | val_loss: 0.0310462 | Time: 2037.75 ms [2022-04-13 16:49:02 main:574] : INFO : Epoch 1815 | loss: 0.0310017 | val_loss: 0.03104 | Time: 2015.94 ms [2022-04-13 16:49:04 main:574] : INFO : Epoch 1816 | loss: 0.0309998 | val_loss: 0.0310438 | Time: 2021.66 ms [2022-04-13 16:49:06 main:574] : INFO : Epoch 1817 | loss: 0.0309952 | val_loss: 0.0310429 | Time: 2029.58 ms [2022-04-13 16:49:08 main:574] : INFO : Epoch 1818 | loss: 0.0309955 | val_loss: 0.0310499 | Time: 2018.07 ms [2022-04-13 16:49:10 main:574] : INFO : Epoch 1819 | loss: 0.0309943 | val_loss: 0.0310453 | Time: 2030.44 ms [2022-04-13 16:49:13 main:574] : INFO : Epoch 1820 | loss: 0.0310107 | val_loss: 0.0310518 | Time: 2022.79 ms [2022-04-13 16:49:15 main:574] : INFO : Epoch 1821 | loss: 0.0310156 | val_loss: 0.031049 | Time: 2030.6 ms [2022-04-13 16:49:17 main:574] : INFO : Epoch 1822 | loss: 0.0310056 | val_loss: 0.0310448 | Time: 2026.59 ms [2022-04-13 16:49:19 main:574] : INFO : Epoch 1823 | loss: 0.0310102 | val_loss: 0.0310552 | Time: 2016.67 ms [2022-04-13 16:49:21 main:574] : INFO : Epoch 1824 | loss: 0.0310221 | val_loss: 0.0310373 | Time: 2030.55 ms [2022-04-13 16:49:23 main:574] : INFO : Epoch 1825 | loss: 0.031009 | val_loss: 0.0310428 | Time: 2025.52 ms [2022-04-13 16:49:25 main:574] : INFO : Epoch 1826 | loss: 0.0310024 | val_loss: 0.0310426 | Time: 2020.03 ms [2022-04-13 16:49:27 main:574] : INFO : Epoch 1827 | loss: 0.0310023 | val_loss: 0.0310457 | Time: 2009.28 ms [2022-04-13 16:49:29 main:574] : INFO : Epoch 1828 | loss: 0.0309988 | val_loss: 0.0310469 | Time: 2011.72 ms [2022-04-13 16:49:31 main:574] : INFO : Epoch 1829 | loss: 0.0310007 | val_loss: 0.031051 | Time: 2035.28 ms [2022-04-13 16:49:33 main:574] : INFO : Epoch 1830 | loss: 0.0310006 | val_loss: 0.0310405 | Time: 2019.1 ms [2022-04-13 16:49:35 main:574] : INFO : Epoch 1831 | loss: 0.0309976 | val_loss: 0.0310348 | Time: 2022.79 ms [2022-04-13 16:49:37 main:574] : INFO : Epoch 1832 | loss: 0.0309936 | val_loss: 0.0310349 | Time: 2032.76 ms [2022-04-13 16:49:39 main:574] : INFO : Epoch 1833 | loss: 0.0309995 | val_loss: 0.0310403 | Time: 2024.51 ms [2022-04-13 16:49:41 main:574] : INFO : Epoch 1834 | loss: 0.0309946 | val_loss: 0.0310361 | Time: 2020.81 ms [2022-04-13 16:49:43 main:574] : INFO : Epoch 1835 | loss: 0.0309906 | val_loss: 0.0310436 | Time: 2021.36 ms [2022-04-13 16:49:46 main:574] : INFO : Epoch 1836 | loss: 0.0309922 | val_loss: 0.0310349 | Time: 2010.08 ms [2022-04-13 16:49:48 main:574] : INFO : Epoch 1837 | loss: 0.030993 | val_loss: 0.0310388 | Time: 2026.73 ms [2022-04-13 16:49:50 main:574] : INFO : Epoch 1838 | loss: 0.030991 | val_loss: 0.0310431 | Time: 2025.71 ms [2022-04-13 16:49:52 main:574] : INFO : Epoch 1839 | loss: 0.0309889 | val_loss: 0.0310578 | Time: 2035.19 ms [2022-04-13 16:49:54 main:574] : INFO : Epoch 1840 | loss: 0.0309862 | val_loss: 0.0310439 | Time: 2016.58 ms [2022-04-13 16:49:56 main:574] : INFO : Epoch 1841 | loss: 0.030988 | val_loss: 0.0310353 | Time: 2024.1 ms [2022-04-13 16:49:58 main:574] : INFO : Epoch 1842 | loss: 0.0309839 | val_loss: 0.031037 | Time: 2029.58 ms [2022-04-13 16:50:00 main:574] : INFO : Epoch 1843 | loss: 0.0309861 | val_loss: 0.0310427 | Time: 2022.88 ms [2022-04-13 16:50:02 main:574] : INFO : Epoch 1844 | loss: 0.0309978 | val_loss: 0.0310516 | Time: 2034.04 ms [2022-04-13 16:50:04 main:574] : INFO : Epoch 1845 | loss: 0.0310244 | val_loss: 0.03105 | Time: 2022.98 ms [2022-04-13 16:50:06 main:574] : INFO : Epoch 1846 | loss: 0.0310169 | val_loss: 0.031054 | Time: 2026.52 ms [2022-04-13 16:50:08 main:574] : INFO : Epoch 1847 | loss: 0.0310088 | val_loss: 0.0310481 | Time: 2020.52 ms [2022-04-13 16:50:10 main:574] : INFO : Epoch 1848 | loss: 0.0310045 | val_loss: 0.0310459 | Time: 2013.08 ms [2022-04-13 16:50:12 main:574] : INFO : Epoch 1849 | loss: 0.0310075 | val_loss: 0.0310401 | Time: 2031.59 ms [2022-04-13 16:50:14 main:574] : INFO : Epoch 1850 | loss: 0.0310042 | val_loss: 0.0310373 | Time: 2013.01 ms [2022-04-13 16:50:17 main:574] : INFO : Epoch 1851 | loss: 0.031002 | val_loss: 0.0310469 | Time: 2021.28 ms [2022-04-13 16:50:19 main:574] : INFO : Epoch 1852 | loss: 0.0310023 | val_loss: 0.0310328 | Time: 2024.25 ms [2022-04-13 16:50:21 main:574] : INFO : Epoch 1853 | loss: 0.0310057 | val_loss: 0.0310303 | Time: 2013.71 ms [2022-04-13 16:50:23 main:574] : INFO : Epoch 1854 | loss: 0.031 | val_loss: 0.0310325 | Time: 2032.58 ms [2022-04-13 16:50:25 main:574] : INFO : Epoch 1855 | loss: 0.0309985 | val_loss: 0.0310349 | Time: 2023.16 ms [2022-04-13 16:50:27 main:574] : INFO : Epoch 1856 | loss: 0.0310013 | val_loss: 0.0310622 | Time: 2022.11 ms [2022-04-13 16:50:29 main:574] : INFO : Epoch 1857 | loss: 0.0310205 | val_loss: 0.0310747 | Time: 2026.45 ms [2022-04-13 16:50:31 main:574] : INFO : Epoch 1858 | loss: 0.0336501 | val_loss: 0.0334178 | Time: 2028.89 ms [2022-04-13 16:50:33 main:574] : INFO : Epoch 1859 | loss: 0.0318442 | val_loss: 0.031322 | Time: 2020.97 ms [2022-04-13 16:50:35 main:574] : INFO : Epoch 1860 | loss: 0.0313074 | val_loss: 0.0312611 | Time: 2021.36 ms [2022-04-13 16:50:37 main:574] : INFO : Epoch 1861 | loss: 0.0312599 | val_loss: 0.0312453 | Time: 2023.26 ms [2022-04-13 16:50:39 main:574] : INFO : Epoch 1862 | loss: 0.0312432 | val_loss: 0.0312371 | Time: 2020.57 ms [2022-04-13 16:50:41 main:574] : INFO : Epoch 1863 | loss: 0.0312324 | val_loss: 0.0312242 | Time: 2013.6 ms [2022-04-13 16:50:43 main:574] : INFO : Epoch 1864 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 2015.05 ms [2022-04-13 16:50:46 main:574] : INFO : Epoch 1865 | loss: 0.0312097 | val_loss: 0.0312312 | Time: 2020.89 ms [2022-04-13 16:50:48 main:574] : INFO : Epoch 1866 | loss: 0.0312018 | val_loss: 0.0312053 | Time: 2017.66 ms [2022-04-13 16:50:50 main:574] : INFO : Epoch 1867 | loss: 0.0311901 | val_loss: 0.0311809 | Time: 2027.33 ms [2022-04-13 16:50:52 main:574] : INFO : Epoch 1868 | loss: 0.0311829 | val_loss: 0.0311783 | Time: 2030.91 ms [2022-04-13 16:50:54 main:574] : INFO : Epoch 1869 | loss: 0.0311891 | val_loss: 0.0311827 | Time: 2010.38 ms [2022-04-13 16:50:56 main:574] : INFO : Epoch 1870 | loss: 0.0311822 | val_loss: 0.0311774 | Time: 2029.07 ms [2022-04-13 16:50:58 main:574] : INFO : Epoch 1871 | loss: 0.0311811 | val_loss: 0.0311772 | Time: 2029.32 ms [2022-04-13 16:51:00 main:574] : INFO : Epoch 1872 | loss: 0.031176 | val_loss: 0.0311725 | Time: 2026.91 ms [2022-04-13 16:51:02 main:574] : INFO : Epoch 1873 | loss: 0.0311742 | val_loss: 0.0311691 | Time: 2025.9 ms [2022-04-13 16:51:04 main:574] : INFO : Epoch 1874 | loss: 0.0311706 | val_loss: 0.0311681 | Time: 2013.24 ms [2022-04-13 16:51:06 main:574] : INFO : Epoch 1875 | loss: 0.0311701 | val_loss: 0.0311659 | Time: 2019.76 ms [2022-04-13 16:51:08 main:574] : INFO : Epoch 1876 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 2015.36 ms [2022-04-13 16:51:10 main:574] : INFO : Epoch 1877 | loss: 0.0311669 | val_loss: 0.0311676 | Time: 2018.12 ms [2022-04-13 16:51:12 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.0311711 | Time: 2029.35 ms [2022-04-13 16:51:14 main:574] : INFO : Epoch 1879 | loss: 0.0311701 | val_loss: 0.0311668 | Time: 2022.16 ms [2022-04-13 16:51:16 main:574] : INFO : Epoch 1880 | loss: 0.0311682 | val_loss: 0.0311633 | Time: 2028.92 ms [2022-04-13 16:51:19 main:574] : INFO : Epoch 1881 | loss: 0.0311671 | val_loss: 0.0311653 | Time: 2030.75 ms [2022-04-13 16:51:21 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311696 | Time: 2018.56 ms [2022-04-13 16:51:23 main:574] : INFO : Epoch 1883 | loss: 0.0311675 | val_loss: 0.0311631 | Time: 2031.1 ms [2022-04-13 16:51:25 main:574] : INFO : Epoch 1884 | loss: 0.0311665 | val_loss: 0.0311621 | Time: 2010.27 ms [2022-04-13 16:51:27 main:574] : INFO : Epoch 1885 | loss: 0.0311628 | val_loss: 0.0311656 | Time: 2020.99 ms [2022-04-13 16:51:29 main:574] : INFO : Epoch 1886 | loss: 0.0311672 | val_loss: 0.0311658 | Time: 2006.94 ms [2022-04-13 16:51:31 main:574] : INFO : Epoch 1887 | loss: 0.0311674 | val_loss: 0.031164 | Time: 2028.96 ms [2022-04-13 16:51:33 main:574] : INFO : Epoch 1888 | loss: 0.031164 | val_loss: 0.0311682 | Time: 2007.3 ms [2022-04-13 16:51:35 main:574] : INFO : Epoch 1889 | loss: 0.0311636 | val_loss: 0.0311636 | Time: 2031.52 ms [2022-04-13 16:51:37 main:574] : INFO : Epoch 1890 | loss: 0.0311642 | val_loss: 0.0311665 | Time: 2020.63 ms [2022-04-13 16:51:39 main:574] : INFO : Epoch 1891 | loss: 0.0311663 | val_loss: 0.0311705 | Time: 2025.78 ms [2022-04-13 16:51:41 main:574] : INFO : Epoch 1892 | loss: 0.03117 | val_loss: 0.0311665 | Time: 2031.08 ms [2022-04-13 16:51:43 main:574] : INFO : Epoch 1893 | loss: 0.0311642 | val_loss: 0.0311629 | Time: 2021.47 ms [2022-04-13 16:51:46 main:574] : INFO : Epoch 1894 | loss: 0.0311625 | val_loss: 0.0311646 | Time: 2022.69 ms [2022-04-13 16:51:48 main:574] : INFO : Epoch 1895 | loss: 0.0311641 | val_loss: 0.0311631 | Time: 2036.2 ms [2022-04-13 16:51:50 main:574] : INFO : Epoch 1896 | loss: 0.0311612 | val_loss: 0.0311642 | Time: 2017.77 ms [2022-04-13 16:51:52 main:574] : INFO : Epoch 1897 | loss: 0.0311568 | val_loss: 0.031155 | Time: 2030.2 ms [2022-04-13 16:51:54 main:574] : INFO : Epoch 1898 | loss: 0.0311502 | val_loss: 0.031143 | Time: 2013.91 ms [2022-04-13 16:51:56 main:574] : INFO : Epoch 1899 | loss: 0.0311458 | val_loss: 0.0311599 | Time: 2020.87 ms [2022-04-13 16:51:58 main:574] : INFO : Epoch 1900 | loss: 0.0311539 | val_loss: 0.031157 | Time: 2018.08 ms [2022-04-13 16:52:00 main:574] : INFO : Epoch 1901 | loss: 0.0311538 | val_loss: 0.031157 | Time: 2020.69 ms [2022-04-13 16:52:02 main:574] : INFO : Epoch 1902 | loss: 0.0311528 | val_loss: 0.0311574 | Time: 2019.06 ms [2022-04-13 16:52:04 main:574] : INFO : Epoch 1903 | loss: 0.0311479 | val_loss: 0.031159 | Time: 2024.03 ms [2022-04-13 16:52:06 main:574] : INFO : Epoch 1904 | loss: 0.0311427 | val_loss: 0.031147 | Time: 2024.64 ms [2022-04-13 16:52:08 main:574] : INFO : Epoch 1905 | loss: 0.0311434 | val_loss: 0.0311498 | Time: 2028.31 ms [2022-04-13 16:52:10 main:574] : INFO : Epoch 1906 | loss: 0.0311488 | val_loss: 0.0311503 | Time: 2021.28 ms [2022-04-13 16:52:12 main:574] : INFO : Epoch 1907 | loss: 0.0311496 | val_loss: 0.0311493 | Time: 2012.1 ms [2022-04-13 16:52:14 main:574] : INFO : Epoch 1908 | loss: 0.0311444 | val_loss: 0.0311488 | Time: 2024.2 ms [2022-04-13 16:52:16 main:574] : INFO : Epoch 1909 | loss: 0.0311413 | val_loss: 0.0311474 | Time: 2022.98 ms [2022-04-13 16:52:19 main:574] : INFO : Epoch 1910 | loss: 0.0311403 | val_loss: 0.0311605 | Time: 2027.45 ms [2022-04-13 16:52:21 main:574] : INFO : Epoch 1911 | loss: 0.031143 | val_loss: 0.0311566 | Time: 2035.97 ms [2022-04-13 16:52:23 main:574] : INFO : Epoch 1912 | loss: 0.0311366 | val_loss: 0.031142 | Time: 2027.41 ms [2022-04-13 16:52:25 main:574] : INFO : Epoch 1913 | loss: 0.031139 | val_loss: 0.0311412 | Time: 2030.66 ms [2022-04-13 16:52:27 main:574] : INFO : Epoch 1914 | loss: 0.0311324 | val_loss: 0.0311372 | Time: 2018.26 ms [2022-04-13 16:52:29 main:574] : INFO : Epoch 1915 | loss: 0.0311325 | val_loss: 0.0311419 | Time: 2025.2 ms [2022-04-13 16:52:31 main:574] : INFO : Epoch 1916 | loss: 0.0311291 | val_loss: 0.0311391 | Time: 2025.66 ms [2022-04-13 16:52:33 main:574] : INFO : Epoch 1917 | loss: 0.0311281 | val_loss: 0.03114 | Time: 2028.9 ms [2022-04-13 16:52:35 main:574] : INFO : Epoch 1918 | loss: 0.0311262 | val_loss: 0.0311383 | Time: 2015.83 ms [2022-04-13 16:52:37 main:574] : INFO : Epoch 1919 | loss: 0.0311265 | val_loss: 0.031139 | Time: 2017.64 ms [2022-04-13 16:52:39 main:574] : INFO : Epoch 1920 | loss: 0.0311279 | val_loss: 0.0311331 | Time: 2022.08 ms [2022-04-13 16:52:41 main:574] : INFO : Epoch 1921 | loss: 0.0311225 | val_loss: 0.0311361 | Time: 2029.28 ms [2022-04-13 16:52:43 main:574] : INFO : Epoch 1922 | loss: 0.0311219 | val_loss: 0.031134 | Time: 2025.39 ms [2022-04-13 16:52:45 main:574] : INFO : Epoch 1923 | loss: 0.0311173 | val_loss: 0.0311238 | Time: 2012.23 ms [2022-04-13 16:52:47 main:574] : INFO : Epoch 1924 | loss: 0.0310987 | val_loss: 0.0310973 | Time: 2026.61 ms [2022-04-13 16:52:50 main:574] : INFO : Epoch 1925 | loss: 0.031078 | val_loss: 0.0310855 | Time: 2021.83 ms [2022-04-13 16:52:52 main:574] : INFO : Epoch 1926 | loss: 0.0310723 | val_loss: 0.0310837 | Time: 2023.71 ms [2022-04-13 16:52:54 main:574] : INFO : Epoch 1927 | loss: 0.031065 | val_loss: 0.0310823 | Time: 2026.17 ms [2022-04-13 16:52:56 main:574] : INFO : Epoch 1928 | loss: 0.0310599 | val_loss: 0.0310771 | Time: 2030.13 ms [2022-04-13 16:52:58 main:574] : INFO : Epoch 1929 | loss: 0.0310595 | val_loss: 0.0310765 | Time: 2024.15 ms [2022-04-13 16:53:00 main:574] : INFO : Epoch 1930 | loss: 0.0310592 | val_loss: 0.0310738 | Time: 2013.7 ms [2022-04-13 16:53:02 main:574] : INFO : Epoch 1931 | loss: 0.0310587 | val_loss: 0.0310681 | Time: 2021.16 ms [2022-04-13 16:53:04 main:574] : INFO : Epoch 1932 | loss: 0.0310576 | val_loss: 0.0310709 | Time: 2025.58 ms [2022-04-13 16:53:06 main:574] : INFO : Epoch 1933 | loss: 0.03105 | val_loss: 0.031063 | Time: 2026.31 ms [2022-04-13 16:53:08 main:574] : INFO : Epoch 1934 | loss: 0.0310444 | val_loss: 0.031062 | Time: 2023.87 ms [2022-04-13 16:53:10 main:574] : INFO : Epoch 1935 | loss: 0.0310425 | val_loss: 0.0310615 | Time: 2029.45 ms [2022-04-13 16:53:12 main:574] : INFO : Epoch 1936 | loss: 0.0310403 | val_loss: 0.0310688 | Time: 2025.72 ms [2022-04-13 16:53:14 main:574] : INFO : Epoch 1937 | loss: 0.031049 | val_loss: 0.0310743 | Time: 2020.19 ms [2022-04-13 16:53:16 main:574] : INFO : Epoch 1938 | loss: 0.0310479 | val_loss: 0.0310684 | Time: 2029.38 ms [2022-04-13 16:53:19 main:574] : INFO : Epoch 1939 | loss: 0.0310428 | val_loss: 0.0310605 | Time: 2025.03 ms [2022-04-13 16:53:21 main:574] : INFO : Epoch 1940 | loss: 0.0310402 | val_loss: 0.031057 | Time: 2021.88 ms [2022-04-13 16:53:23 main:574] : INFO : Epoch 1941 | loss: 0.0310414 | val_loss: 0.031056 | Time: 2019.47 ms [2022-04-13 16:53:25 main:574] : INFO : Epoch 1942 | loss: 0.0310458 | val_loss: 0.0310596 | Time: 2034.8 ms [2022-04-13 16:53:27 main:574] : INFO : Epoch 1943 | loss: 0.0310505 | val_loss: 0.0310628 | Time: 2028.73 ms [2022-04-13 16:53:29 main:574] : INFO : Epoch 1944 | loss: 0.0310362 | val_loss: 0.0310505 | Time: 2020.69 ms [2022-04-13 16:53:31 main:574] : INFO : Epoch 1945 | loss: 0.0310318 | val_loss: 0.0310685 | Time: 2038.43 ms [2022-04-13 16:53:33 main:574] : INFO : Epoch 1946 | loss: 0.0310307 | val_loss: 0.0310536 | Time: 2011.66 ms [2022-04-13 16:53:35 main:574] : INFO : Epoch 1947 | loss: 0.0310411 | val_loss: 0.0310584 | Time: 2028.48 ms [2022-04-13 16:53:37 main:574] : INFO : Epoch 1948 | loss: 0.0310395 | val_loss: 0.0310559 | Time: 2028.95 ms [2022-04-13 16:53:39 main:574] : INFO : Epoch 1949 | loss: 0.0310421 | val_loss: 0.0310665 | Time: 2022.41 ms [2022-04-13 16:53:41 main:574] : INFO : Epoch 1950 | loss: 0.0310679 | val_loss: 0.0310664 | Time: 2028.15 ms [2022-04-13 16:53:43 main:574] : INFO : Epoch 1951 | loss: 0.0310484 | val_loss: 0.031066 | Time: 2020.32 ms [2022-04-13 16:53:46 main:574] : INFO : Epoch 1952 | loss: 0.0310416 | val_loss: 0.0310627 | Time: 2028.61 ms [2022-04-13 16:53:48 main:574] : INFO : Epoch 1953 | loss: 0.0310388 | val_loss: 0.0310691 | Time: 2027.48 ms [2022-04-13 16:53:50 main:574] : INFO : Epoch 1954 | loss: 0.031027 | val_loss: 0.0310522 | Time: 2027.56 ms [2022-04-13 16:53:52 main:574] : INFO : Epoch 1955 | loss: 0.0310343 | val_loss: 0.0310503 | Time: 2026.46 ms [2022-04-13 16:53:54 main:574] : INFO : Epoch 1956 | loss: 0.0310292 | val_loss: 0.0310485 | Time: 2018.72 ms [2022-04-13 16:53:56 main:574] : INFO : Epoch 1957 | loss: 0.0310215 | val_loss: 0.0310559 | Time: 2030.67 ms [2022-04-13 16:53:58 main:574] : INFO : Epoch 1958 | loss: 0.0310188 | val_loss: 0.0310419 | Time: 2031.47 ms [2022-04-13 16:54:00 main:574] : INFO : Epoch 1959 | loss: 0.031014 | val_loss: 0.0310503 | Time: 2029.11 ms [2022-04-13 16:54:02 main:574] : INFO : Epoch 1960 | loss: 0.0310115 | val_loss: 0.0310389 | Time: 2030.05 ms [2022-04-13 16:54:04 main:574] : INFO : Epoch 1961 | loss: 0.0310189 | val_loss: 0.0310491 | Time: 2025.25 ms [2022-04-13 16:54:06 main:574] : INFO : Epoch 1962 | loss: 0.0310183 | val_loss: 0.0310479 | Time: 2025.01 ms [2022-04-13 16:54:08 main:574] : INFO : Epoch 1963 | loss: 0.031012 | val_loss: 0.0310412 | Time: 2030.02 ms [2022-04-13 16:54:10 main:574] : INFO : Epoch 1964 | loss: 0.0310097 | val_loss: 0.0310699 | Time: 2028.64 ms [2022-04-13 16:54:12 main:574] : INFO : Epoch 1965 | loss: 0.0310137 | val_loss: 0.0310522 | Time: 2026.68 ms [2022-04-13 16:54:14 main:574] : INFO : Epoch 1966 | loss: 0.0310133 | val_loss: 0.0310486 | Time: 2014.44 ms [2022-04-13 16:54:17 main:574] : INFO : Epoch 1967 | loss: 0.0310185 | val_loss: 0.031049 | Time: 2022.18 ms [2022-04-13 16:54:19 main:574] : INFO : Epoch 1968 | loss: 0.031014 | val_loss: 0.0310342 | Time: 2031.35 ms [2022-04-13 16:54:21 main:574] : INFO : Epoch 1969 | loss: 0.0310197 | val_loss: 0.0310534 | Time: 2031.34 ms [2022-04-13 16:54:23 main:574] : INFO : Epoch 1970 | loss: 0.0310218 | val_loss: 0.0310503 | Time: 2023.84 ms [2022-04-13 16:54:25 main:574] : INFO : Epoch 1971 | loss: 0.0310213 | val_loss: 0.0310667 | Time: 2023.24 ms [2022-04-13 16:54:27 main:574] : INFO : Epoch 1972 | loss: 0.0310565 | val_loss: 0.0310546 | Time: 2019.88 ms [2022-04-13 16:54:29 main:574] : INFO : Epoch 1973 | loss: 0.0310585 | val_loss: 0.0310728 | Time: 2022.81 ms [2022-04-13 16:54:31 main:574] : INFO : Epoch 1974 | loss: 0.0310546 | val_loss: 0.0310628 | Time: 2026.51 ms [2022-04-13 16:54:33 main:574] : INFO : Epoch 1975 | loss: 0.0310389 | val_loss: 0.0310455 | Time: 2031.03 ms [2022-04-13 16:54:35 main:574] : INFO : Epoch 1976 | loss: 0.0310265 | val_loss: 0.031045 | Time: 2030.91 ms [2022-04-13 16:54:37 main:574] : INFO : Epoch 1977 | loss: 0.0310228 | val_loss: 0.0310499 | Time: 2014.99 ms [2022-04-13 16:54:39 main:574] : INFO : Epoch 1978 | loss: 0.0310292 | val_loss: 0.0310576 | Time: 2017.17 ms [2022-04-13 16:54:41 main:574] : INFO : Epoch 1979 | loss: 0.0310311 | val_loss: 0.0310557 | Time: 2030.73 ms [2022-04-13 16:54:43 main:574] : INFO : Epoch 1980 | loss: 0.0310232 | val_loss: 0.0310464 | Time: 2019.94 ms [2022-04-13 16:54:45 main:574] : INFO : Epoch 1981 | loss: 0.0310273 | val_loss: 0.031062 | Time: 2006.72 ms [2022-04-13 16:54:48 main:574] : INFO : Epoch 1982 | loss: 0.0310207 | val_loss: 0.0310595 | Time: 2026.75 ms [2022-04-13 16:54:50 main:574] : INFO : Epoch 1983 | loss: 0.031023 | val_loss: 0.0310572 | Time: 2029.99 ms [2022-04-13 16:54:52 main:574] : INFO : Epoch 1984 | loss: 0.0310127 | val_loss: 0.0310494 | Time: 2028.42 ms [2022-04-13 16:54:54 main:574] : INFO : Epoch 1985 | loss: 0.0310126 | val_loss: 0.0310439 | Time: 2026.01 ms [2022-04-13 16:54:56 main:574] : INFO : Epoch 1986 | loss: 0.0310119 | val_loss: 0.0310586 | Time: 2023.32 ms [2022-04-13 16:54:58 main:574] : INFO : Epoch 1987 | loss: 0.0310069 | val_loss: 0.0310461 | Time: 2021.38 ms [2022-04-13 16:55:00 main:574] : INFO : Epoch 1988 | loss: 0.0310017 | val_loss: 0.0310437 | Time: 2022.25 ms [2022-04-13 16:55:02 main:574] : INFO : Epoch 1989 | loss: 0.0310001 | val_loss: 0.0310475 | Time: 2029.39 ms [2022-04-13 16:55:04 main:574] : INFO : Epoch 1990 | loss: 0.0310042 | val_loss: 0.0310409 | Time: 2036 ms [2022-04-13 16:55:06 main:574] : INFO : Epoch 1991 | loss: 0.0310203 | val_loss: 0.0310476 | Time: 2008.94 ms [2022-04-13 16:55:08 main:574] : INFO : Epoch 1992 | loss: 0.0310187 | val_loss: 0.0310378 | Time: 2027.46 ms [2022-04-13 16:55:10 main:574] : INFO : Epoch 1993 | loss: 0.0310091 | val_loss: 0.031042 | Time: 2040.81 ms [2022-04-13 16:55:12 main:574] : INFO : Epoch 1994 | loss: 0.0310039 | val_loss: 0.031034 | Time: 2021.04 ms [2022-04-13 16:55:14 main:574] : INFO : Epoch 1995 | loss: 0.0310078 | val_loss: 0.0310602 | Time: 2025.49 ms [2022-04-13 16:55:16 main:574] : INFO : Epoch 1996 | loss: 0.0310458 | val_loss: 0.0310583 | Time: 2035.3 ms [2022-04-13 16:55:19 main:574] : INFO : Epoch 1997 | loss: 0.031043 | val_loss: 0.0310648 | Time: 2024.32 ms [2022-04-13 16:55:21 main:574] : INFO : Epoch 1998 | loss: 0.0310244 | val_loss: 0.0310551 | Time: 2030.8 ms [2022-04-13 16:55:23 main:574] : INFO : Epoch 1999 | loss: 0.0310157 | val_loss: 0.0310433 | Time: 2028.2 ms [2022-04-13 16:55:25 main:574] : INFO : Epoch 2000 | loss: 0.0310077 | val_loss: 0.0310354 | Time: 2021.34 ms [2022-04-13 16:55:27 main:574] : INFO : Epoch 2001 | loss: 0.0310008 | val_loss: 0.0310335 | Time: 2024.86 ms [2022-04-13 16:55:29 main:574] : INFO : Epoch 2002 | loss: 0.0310019 | val_loss: 0.0310491 | Time: 2037.34 ms [2022-04-13 16:55:31 main:574] : INFO : Epoch 2003 | loss: 0.0309986 | val_loss: 0.0310352 | Time: 2024.89 ms [2022-04-13 16:55:33 main:574] : INFO : Epoch 2004 | loss: 0.0309962 | val_loss: 0.0310345 | Time: 2020.41 ms [2022-04-13 16:55:35 main:574] : INFO : Epoch 2005 | loss: 0.0309968 | val_loss: 0.0310395 | Time: 2025.42 ms [2022-04-13 16:55:37 main:574] : INFO : Epoch 2006 | loss: 0.0309955 | val_loss: 0.0310396 | Time: 2026.37 ms [2022-04-13 16:55:39 main:574] : INFO : Epoch 2007 | loss: 0.0309968 | val_loss: 0.0310289 | Time: 2019.5 ms [2022-04-13 16:55:41 main:574] : INFO : Epoch 2008 | loss: 0.0309969 | val_loss: 0.0310503 | Time: 2018.09 ms [2022-04-13 16:55:43 main:574] : INFO : Epoch 2009 | loss: 0.0310014 | val_loss: 0.0310388 | Time: 2018.25 ms [2022-04-13 16:55:45 main:574] : INFO : Epoch 2010 | loss: 0.0311063 | val_loss: 0.0311795 | Time: 2019.77 ms [2022-04-13 16:55:47 main:574] : INFO : Epoch 2011 | loss: 0.0311681 | val_loss: 0.0311527 | Time: 2016.16 ms [2022-04-13 16:55:50 main:574] : INFO : Epoch 2012 | loss: 0.0311301 | val_loss: 0.0311263 | Time: 2036.06 ms [2022-04-13 16:55:52 main:574] : INFO : Epoch 2013 | loss: 0.0311055 | val_loss: 0.0310975 | Time: 2025.51 ms [2022-04-13 16:55:54 main:574] : INFO : Epoch 2014 | loss: 0.0310893 | val_loss: 0.0310933 | Time: 2030.67 ms [2022-04-13 16:55:56 main:574] : INFO : Epoch 2015 | loss: 0.031074 | val_loss: 0.0310854 | Time: 2027.13 ms [2022-04-13 16:55:58 main:574] : INFO : Epoch 2016 | loss: 0.0310662 | val_loss: 0.0310811 | Time: 2023.66 ms [2022-04-13 16:56:00 main:574] : INFO : Epoch 2017 | loss: 0.0310598 | val_loss: 0.0310758 | Time: 2024.09 ms [2022-04-13 16:56:02 main:574] : INFO : Epoch 2018 | loss: 0.031052 | val_loss: 0.0310712 | Time: 2019.67 ms [2022-04-13 16:56:04 main:574] : INFO : Epoch 2019 | loss: 0.0310492 | val_loss: 0.0310741 | Time: 2025.64 ms [2022-04-13 16:56:06 main:574] : INFO : Epoch 2020 | loss: 0.0310444 | val_loss: 0.0310675 | Time: 2026.44 ms [2022-04-13 16:56:08 main:574] : INFO : Epoch 2021 | loss: 0.0310368 | val_loss: 0.0310673 | Time: 2018.73 ms [2022-04-13 16:56:10 main:574] : INFO : Epoch 2022 | loss: 0.0310343 | val_loss: 0.031068 | Time: 2029.52 ms [2022-04-13 16:56:12 main:574] : INFO : Epoch 2023 | loss: 0.0310343 | val_loss: 0.0310882 | Time: 2027.44 ms [2022-04-13 16:56:14 main:574] : INFO : Epoch 2024 | loss: 0.0310459 | val_loss: 0.0310708 | Time: 2027.43 ms [2022-04-13 16:56:16 main:574] : INFO : Epoch 2025 | loss: 0.0310371 | val_loss: 0.031081 | Time: 2044.82 ms [2022-04-13 16:56:18 main:574] : INFO : Epoch 2026 | loss: 0.0310333 | val_loss: 0.0310699 | Time: 2010.42 ms [2022-04-13 16:56:21 main:574] : INFO : Epoch 2027 | loss: 0.0310284 | val_loss: 0.0310631 | Time: 2021.29 ms [2022-04-13 16:56:23 main:574] : INFO : Epoch 2028 | loss: 0.0310225 | val_loss: 0.0310576 | Time: 2020.64 ms [2022-04-13 16:56:25 main:574] : INFO : Epoch 2029 | loss: 0.0310223 | val_loss: 0.0310543 | Time: 2026.13 ms [2022-04-13 16:56:27 main:574] : INFO : Epoch 2030 | loss: 0.0310234 | val_loss: 0.0310634 | Time: 2020.43 ms [2022-04-13 16:56:29 main:574] : INFO : Epoch 2031 | loss: 0.0310169 | val_loss: 0.0310624 | Time: 2025.49 ms [2022-04-13 16:56:31 main:574] : INFO : Epoch 2032 | loss: 0.0310106 | val_loss: 0.0310615 | Time: 2017.76 ms [2022-04-13 16:56:33 main:574] : INFO : Epoch 2033 | loss: 0.0310127 | val_loss: 0.0310545 | Time: 2018.63 ms [2022-04-13 16:56:35 main:574] : INFO : Epoch 2034 | loss: 0.0310114 | val_loss: 0.0310514 | Time: 2023.15 ms [2022-04-13 16:56:37 main:574] : INFO : Epoch 2035 | loss: 0.0310103 | val_loss: 0.0310541 | Time: 2034.94 ms [2022-04-13 16:56:39 main:574] : INFO : Epoch 2036 | loss: 0.0310065 | val_loss: 0.0310482 | Time: 2030.96 ms [2022-04-13 16:56:41 main:574] : INFO : Epoch 2037 | loss: 0.0310048 | val_loss: 0.0310519 | Time: 2027.69 ms [2022-04-13 16:56:43 main:574] : INFO : Epoch 2038 | loss: 0.0310055 | val_loss: 0.0310664 | Time: 2014.15 ms [2022-04-13 16:56:45 main:574] : INFO : Epoch 2039 | loss: 0.0310026 | val_loss: 0.0310575 | Time: 2021.17 ms [2022-04-13 16:56:47 main:574] : INFO : Epoch 2040 | loss: 0.0309975 | val_loss: 0.0310492 | Time: 2033.88 ms [2022-04-13 16:56:49 main:574] : INFO : Epoch 2041 | loss: 0.0310089 | val_loss: 0.0310567 | Time: 2023.5 ms [2022-04-13 16:56:52 main:574] : INFO : Epoch 2042 | loss: 0.03101 | val_loss: 0.031045 | Time: 2028.58 ms [2022-04-13 16:56:54 main:574] : INFO : Epoch 2043 | loss: 0.0310014 | val_loss: 0.0310534 | Time: 2036.23 ms [2022-04-13 16:56:56 main:574] : INFO : Epoch 2044 | loss: 0.0310036 | val_loss: 0.0310586 | Time: 2019.66 ms [2022-04-13 16:56:58 main:574] : INFO : Epoch 2045 | loss: 0.0310019 | val_loss: 0.0310437 | Time: 2030.93 ms [2022-04-13 16:57:00 main:574] : INFO : Epoch 2046 | loss: 0.0310135 | val_loss: 0.0310755 | Time: 2016.45 ms [2022-04-13 16:57:02 main:574] : INFO : Epoch 2047 | loss: 0.0310296 | val_loss: 0.0310512 | Time: 2030.47 ms [2022-04-13 16:57:04 main:574] : INFO : Epoch 2048 | loss: 0.0310182 | val_loss: 0.0310473 | Time: 2024.59 ms [2022-04-13 16:57:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310473 [2022-04-13 16:57:04 main:603] : INFO : Saving end state to config to file [2022-04-13 16:57:04 main:608] : INFO : Success, exiting.. 16:57:04 (16900): 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)