Task 14624066
| Name | ParityModified-1647048858-3929-3-0_0 |
| Workunit | 11639661 |
| Created | 18 Apr 2022, 17:10:38 UTC |
| Sent | 18 Apr 2022, 17:10:43 UTC |
| Report deadline | 26 Apr 2022, 17:10:43 UTC |
| Received | 18 Apr 2022, 18:12:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 1 min 20 sec |
| CPU time | 1 hours 0 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311146 | val_loss: 0.0311345 | Time: 1742.33 ms [2022-04-18 19:57:23 main:574] : INFO : Epoch 1543 | loss: 0.0311136 | val_loss: 0.0311356 | Time: 1739.49 ms [2022-04-18 19:57:25 main:574] : INFO : Epoch 1544 | loss: 0.0311125 | val_loss: 0.0311377 | Time: 1738.19 ms [2022-04-18 19:57:26 main:574] : INFO : Epoch 1545 | loss: 0.0311126 | val_loss: 0.0311356 | Time: 1726.63 ms [2022-04-18 19:57:28 main:574] : INFO : Epoch 1546 | loss: 0.0311127 | val_loss: 0.0311361 | Time: 1741.06 ms [2022-04-18 19:57:30 main:574] : INFO : Epoch 1547 | loss: 0.0311129 | val_loss: 0.0311373 | Time: 1743.51 ms [2022-04-18 19:57:31 main:574] : INFO : Epoch 1548 | loss: 0.031112 | val_loss: 0.0311357 | Time: 1732.18 ms [2022-04-18 19:57:33 main:574] : INFO : Epoch 1549 | loss: 0.0311109 | val_loss: 0.0311384 | Time: 1768.76 ms [2022-04-18 19:57:35 main:574] : INFO : Epoch 1550 | loss: 0.0311116 | val_loss: 0.0311368 | Time: 1748.28 ms [2022-04-18 19:57:37 main:574] : INFO : Epoch 1551 | loss: 0.0311128 | val_loss: 0.0311375 | Time: 1752.37 ms [2022-04-18 19:57:39 main:574] : INFO : Epoch 1552 | loss: 0.0311157 | val_loss: 0.0311416 | Time: 1731.35 ms [2022-04-18 19:57:40 main:574] : INFO : Epoch 1553 | loss: 0.0311139 | val_loss: 0.031133 | Time: 1737.82 ms [2022-04-18 19:57:42 main:574] : INFO : Epoch 1554 | loss: 0.0311143 | val_loss: 0.0311357 | Time: 1728.08 ms [2022-04-18 19:57:44 main:574] : INFO : Epoch 1555 | loss: 0.0311123 | val_loss: 0.0311353 | Time: 1731.27 ms [2022-04-18 19:57:45 main:574] : INFO : Epoch 1556 | loss: 0.0311126 | val_loss: 0.0311379 | Time: 1734.67 ms [2022-04-18 19:57:47 main:574] : INFO : Epoch 1557 | loss: 0.0311108 | val_loss: 0.0311358 | Time: 1731.17 ms [2022-04-18 19:57:49 main:574] : INFO : Epoch 1558 | loss: 0.0311121 | val_loss: 0.0311333 | Time: 1734.32 ms [2022-04-18 19:57:51 main:574] : INFO : Epoch 1559 | loss: 0.0311093 | val_loss: 0.0311363 | Time: 1744.87 ms [2022-04-18 19:57:52 main:574] : INFO : Epoch 1560 | loss: 0.0311092 | val_loss: 0.0311375 | Time: 1738.93 ms [2022-04-18 19:57:54 main:574] : INFO : Epoch 1561 | loss: 0.03111 | val_loss: 0.0311345 | Time: 1736.74 ms [2022-04-18 19:57:56 main:574] : INFO : Epoch 1562 | loss: 0.0311097 | val_loss: 0.0311372 | Time: 1734.7 ms [2022-04-18 19:57:58 main:574] : INFO : Epoch 1563 | loss: 0.0311103 | val_loss: 0.0311349 | Time: 1737.12 ms [2022-04-18 19:57:59 main:574] : INFO : Epoch 1564 | loss: 0.0311109 | val_loss: 0.0311346 | Time: 1737.91 ms [2022-04-18 19:58:01 main:574] : INFO : Epoch 1565 | loss: 0.031111 | val_loss: 0.0311358 | Time: 1749.29 ms [2022-04-18 19:58:03 main:574] : INFO : Epoch 1566 | loss: 0.0311105 | val_loss: 0.0311347 | Time: 1735.5 ms [2022-04-18 19:58:05 main:574] : INFO : Epoch 1567 | loss: 0.0311105 | val_loss: 0.0311379 | Time: 1735.76 ms [2022-04-18 19:58:06 main:574] : INFO : Epoch 1568 | loss: 0.0311114 | val_loss: 0.0311411 | Time: 1735.68 ms [2022-04-18 19:58:08 main:574] : INFO : Epoch 1569 | loss: 0.0311097 | val_loss: 0.0311405 | Time: 1740.97 ms [2022-04-18 19:58:10 main:574] : INFO : Epoch 1570 | loss: 0.0311084 | val_loss: 0.0311411 | Time: 1736.56 ms [2022-04-18 19:58:12 main:574] : INFO : Epoch 1571 | loss: 0.0311099 | val_loss: 0.0311388 | Time: 1729.19 ms [2022-04-18 19:58:13 main:574] : INFO : Epoch 1572 | loss: 0.0311086 | val_loss: 0.0311322 | Time: 1736.01 ms [2022-04-18 19:58:15 main:574] : INFO : Epoch 1573 | loss: 0.0311078 | val_loss: 0.031133 | Time: 1742.6 ms [2022-04-18 19:58:17 main:574] : INFO : Epoch 1574 | loss: 0.0311074 | val_loss: 0.0311417 | Time: 1742.11 ms [2022-04-18 19:58:19 main:574] : INFO : Epoch 1575 | loss: 0.0311097 | val_loss: 0.0311429 | Time: 1739.44 ms [2022-04-18 19:58:20 main:574] : INFO : Epoch 1576 | loss: 0.0311076 | val_loss: 0.0311399 | Time: 1730.92 ms [2022-04-18 19:58:22 main:574] : INFO : Epoch 1577 | loss: 0.0311084 | val_loss: 0.0311416 | Time: 1740.44 ms [2022-04-18 19:58:24 main:574] : INFO : Epoch 1578 | loss: 0.0311131 | val_loss: 0.0311454 | Time: 1733.02 ms [2022-04-18 19:58:26 main:574] : INFO : Epoch 1579 | loss: 0.0311112 | val_loss: 0.0311412 | Time: 1737.37 ms [2022-04-18 19:58:27 main:574] : INFO : Epoch 1580 | loss: 0.0311084 | val_loss: 0.0311361 | Time: 1738.9 ms [2022-04-18 19:58:29 main:574] : INFO : Epoch 1581 | loss: 0.0311099 | val_loss: 0.0311428 | Time: 1739.29 ms [2022-04-18 19:58:31 main:574] : INFO : Epoch 1582 | loss: 0.031107 | val_loss: 0.0311376 | Time: 1743.81 ms [2022-04-18 19:58:33 main:574] : INFO : Epoch 1583 | loss: 0.0311071 | val_loss: 0.0311376 | Time: 1740.2 ms [2022-04-18 19:58:34 main:574] : INFO : Epoch 1584 | loss: 0.0311086 | val_loss: 0.031134 | Time: 1737.08 ms [2022-04-18 19:58:36 main:574] : INFO : Epoch 1585 | loss: 0.0311054 | val_loss: 0.0311383 | Time: 1738.33 ms [2022-04-18 19:58:38 main:574] : INFO : Epoch 1586 | loss: 0.0311054 | val_loss: 0.0311378 | Time: 1741.74 ms [2022-04-18 19:58:40 main:574] : INFO : Epoch 1587 | loss: 0.0311065 | val_loss: 0.0311377 | Time: 1771.05 ms [2022-04-18 19:58:41 main:574] : INFO : Epoch 1588 | loss: 0.031108 | val_loss: 0.0311349 | Time: 1759.09 ms [2022-04-18 19:58:43 main:574] : INFO : Epoch 1589 | loss: 0.031106 | val_loss: 0.0311371 | Time: 1754.58 ms [2022-04-18 19:58:45 main:574] : INFO : Epoch 1590 | loss: 0.0311052 | val_loss: 0.031135 | Time: 1743.72 ms [2022-04-18 19:58:47 main:574] : INFO : Epoch 1591 | loss: 0.0311042 | val_loss: 0.0311361 | Time: 1740.68 ms [2022-04-18 19:58:48 main:574] : INFO : Epoch 1592 | loss: 0.0311054 | val_loss: 0.031142 | Time: 1740.03 ms [2022-04-18 19:58:50 main:574] : INFO : Epoch 1593 | loss: 0.0311062 | val_loss: 0.0311385 | Time: 1751.34 ms [2022-04-18 19:58:52 main:574] : INFO : Epoch 1594 | loss: 0.0311048 | val_loss: 0.0311361 | Time: 1743.8 ms [2022-04-18 19:58:54 main:574] : INFO : Epoch 1595 | loss: 0.0311059 | val_loss: 0.0311355 | Time: 1743.33 ms [2022-04-18 19:58:56 main:574] : INFO : Epoch 1596 | loss: 0.0311042 | val_loss: 0.0311361 | Time: 1734.29 ms [2022-04-18 19:58:57 main:574] : INFO : Epoch 1597 | loss: 0.0311045 | val_loss: 0.0311347 | Time: 1733.63 ms [2022-04-18 19:58:59 main:574] : INFO : Epoch 1598 | loss: 0.0311055 | val_loss: 0.0311359 | Time: 1742.91 ms [2022-04-18 19:59:01 main:574] : INFO : Epoch 1599 | loss: 0.0311037 | val_loss: 0.0311381 | Time: 1733.27 ms [2022-04-18 19:59:02 main:574] : INFO : Epoch 1600 | loss: 0.0311039 | val_loss: 0.0311395 | Time: 1728.45 ms [2022-04-18 19:59:04 main:574] : INFO : Epoch 1601 | loss: 0.0311048 | val_loss: 0.0311362 | Time: 1738.27 ms [2022-04-18 19:59:06 main:574] : INFO : Epoch 1602 | loss: 0.0311047 | val_loss: 0.031135 | Time: 1739.94 ms [2022-04-18 19:59:08 main:574] : INFO : Epoch 1603 | loss: 0.0311038 | val_loss: 0.0311356 | Time: 1737.46 ms [2022-04-18 19:59:09 main:574] : INFO : Epoch 1604 | loss: 0.0311033 | val_loss: 0.0311397 | Time: 1736.91 ms [2022-04-18 19:59:11 main:574] : INFO : Epoch 1605 | loss: 0.031102 | val_loss: 0.0311378 | Time: 1727.03 ms [2022-04-18 19:59:13 main:574] : INFO : Epoch 1606 | loss: 0.0311052 | val_loss: 0.0311335 | Time: 1735.25 ms [2022-04-18 19:59:15 main:574] : INFO : Epoch 1607 | loss: 0.031103 | val_loss: 0.0311373 | Time: 1733.64 ms [2022-04-18 19:59:16 main:574] : INFO : Epoch 1608 | loss: 0.031103 | val_loss: 0.0311385 | Time: 1732.45 ms [2022-04-18 19:59:18 main:574] : INFO : Epoch 1609 | loss: 0.0311026 | val_loss: 0.031139 | Time: 1741.05 ms [2022-04-18 19:59:20 main:574] : INFO : Epoch 1610 | loss: 0.0311038 | val_loss: 0.0311406 | Time: 1741.97 ms [2022-04-18 19:59:22 main:574] : INFO : Epoch 1611 | loss: 0.0311044 | val_loss: 0.0311398 | Time: 1738.34 ms [2022-04-18 19:59:23 main:574] : INFO : Epoch 1612 | loss: 0.0311049 | val_loss: 0.0311398 | Time: 1767.16 ms [2022-04-18 19:59:25 main:574] : INFO : Epoch 1613 | loss: 0.0311047 | val_loss: 0.0311342 | Time: 1740.46 ms [2022-04-18 19:59:27 main:574] : INFO : Epoch 1614 | loss: 0.0311025 | val_loss: 0.0311398 | Time: 1739.97 ms [2022-04-18 19:59:29 main:574] : INFO : Epoch 1615 | loss: 0.0311021 | val_loss: 0.031138 | Time: 1738.36 ms [2022-04-18 19:59:30 main:574] : INFO : Epoch 1616 | loss: 0.0311036 | val_loss: 0.0311392 | Time: 1741.62 ms [2022-04-18 19:59:32 main:574] : INFO : Epoch 1617 | loss: 0.0311016 | val_loss: 0.0311399 | Time: 1752.46 ms [2022-04-18 19:59:34 main:574] : INFO : Epoch 1618 | loss: 0.0311018 | val_loss: 0.0311382 | Time: 1740.63 ms [2022-04-18 19:59:36 main:574] : INFO : Epoch 1619 | loss: 0.0311035 | val_loss: 0.0311438 | Time: 1733.6 ms [2022-04-18 19:59:37 main:574] : INFO : Epoch 1620 | loss: 0.031106 | val_loss: 0.0311422 | Time: 1780.68 ms [2022-04-18 19:59:39 main:574] : INFO : Epoch 1621 | loss: 0.0311062 | val_loss: 0.0311395 | Time: 1750.37 ms [2022-04-18 19:59:41 main:574] : INFO : Epoch 1622 | loss: 0.0311062 | val_loss: 0.0311378 | Time: 1744.51 ms [2022-04-18 19:59:43 main:574] : INFO : Epoch 1623 | loss: 0.0311072 | val_loss: 0.0311401 | Time: 1733.74 ms [2022-04-18 19:59:45 main:574] : INFO : Epoch 1624 | loss: 0.0311052 | val_loss: 0.0311385 | Time: 1743.45 ms [2022-04-18 19:59:46 main:574] : INFO : Epoch 1625 | loss: 0.0311057 | val_loss: 0.0311341 | Time: 1786.8 ms [2022-04-18 19:59:48 main:574] : INFO : Epoch 1626 | loss: 0.0311062 | val_loss: 0.0311455 | Time: 1753.55 ms [2022-04-18 19:59:50 main:574] : INFO : Epoch 1627 | loss: 0.031108 | val_loss: 0.0311417 | Time: 1749.51 ms [2022-04-18 19:59:52 main:574] : INFO : Epoch 1628 | loss: 0.0311089 | val_loss: 0.0311377 | Time: 1741.14 ms [2022-04-18 19:59:53 main:574] : INFO : Epoch 1629 | loss: 0.031107 | val_loss: 0.0311353 | Time: 1734.98 ms [2022-04-18 19:59:55 main:574] : INFO : Epoch 1630 | loss: 0.0311084 | val_loss: 0.0311382 | Time: 1732.23 ms [2022-04-18 19:59:57 main:574] : INFO : Epoch 1631 | loss: 0.0311065 | val_loss: 0.0311374 | Time: 1737.09 ms [2022-04-18 19:59:59 main:574] : INFO : Epoch 1632 | loss: 0.031104 | val_loss: 0.0311357 | Time: 1742.18 ms [2022-04-18 20:00:00 main:574] : INFO : Epoch 1633 | loss: 0.0311062 | val_loss: 0.0311388 | Time: 1785.3 ms [2022-04-18 20:00:02 main:574] : INFO : Epoch 1634 | loss: 0.0311073 | val_loss: 0.0311376 | Time: 1834.78 ms [2022-04-18 20:00:04 main:574] : INFO : Epoch 1635 | loss: 0.031105 | val_loss: 0.0311383 | Time: 1731.07 ms [2022-04-18 20:00:06 main:574] : INFO : Epoch 1636 | loss: 0.031104 | val_loss: 0.031136 | Time: 1738.19 ms [2022-04-18 20:00:07 main:574] : INFO : Epoch 1637 | loss: 0.0311068 | val_loss: 0.0311358 | Time: 1733.5 ms [2022-04-18 20:00:09 main:574] : INFO : Epoch 1638 | loss: 0.0311087 | val_loss: 0.0311434 | Time: 1731.8 ms [2022-04-18 20:00:11 main:574] : INFO : Epoch 1639 | loss: 0.0311094 | val_loss: 0.0311332 | Time: 1731.93 ms [2022-04-18 20:00:13 main:574] : INFO : Epoch 1640 | loss: 0.0311124 | val_loss: 0.0311325 | Time: 1736.35 ms [2022-04-18 20:00:14 main:574] : INFO : Epoch 1641 | loss: 0.0311166 | val_loss: 0.0311361 | Time: 1733.32 ms [2022-04-18 20:00:16 main:574] : INFO : Epoch 1642 | loss: 0.0311164 | val_loss: 0.0311369 | Time: 1731.66 ms [2022-04-18 20:00:18 main:574] : INFO : Epoch 1643 | loss: 0.031117 | val_loss: 0.0311371 | Time: 1733.55 ms [2022-04-18 20:00:20 main:574] : INFO : Epoch 1644 | loss: 0.0311117 | val_loss: 0.0311305 | Time: 1733.7 ms [2022-04-18 20:00:21 main:574] : INFO : Epoch 1645 | loss: 0.0311097 | val_loss: 0.0311337 | Time: 1739.04 ms [2022-04-18 20:00:23 main:574] : INFO : Epoch 1646 | loss: 0.0311088 | val_loss: 0.0311335 | Time: 1730.48 ms [2022-04-18 20:00:25 main:574] : INFO : Epoch 1647 | loss: 0.0311077 | val_loss: 0.0311371 | Time: 1737.39 ms [2022-04-18 20:00:27 main:574] : INFO : Epoch 1648 | loss: 0.0311076 | val_loss: 0.0311408 | Time: 1730.08 ms [2022-04-18 20:00:28 main:574] : INFO : Epoch 1649 | loss: 0.0311074 | val_loss: 0.0311351 | Time: 1741.83 ms [2022-04-18 20:00:30 main:574] : INFO : Epoch 1650 | loss: 0.0311066 | val_loss: 0.031135 | Time: 1737.24 ms [2022-04-18 20:00:32 main:574] : INFO : Epoch 1651 | loss: 0.0311068 | val_loss: 0.0311321 | Time: 1733.09 ms [2022-04-18 20:00:34 main:574] : INFO : Epoch 1652 | loss: 0.0311049 | val_loss: 0.0311358 | Time: 1746.82 ms [2022-04-18 20:00:35 main:574] : INFO : Epoch 1653 | loss: 0.0311051 | val_loss: 0.0311346 | Time: 1728.33 ms [2022-04-18 20:00:37 main:574] : INFO : Epoch 1654 | loss: 0.0311063 | val_loss: 0.0311344 | Time: 1735.81 ms [2022-04-18 20:00:39 main:574] : INFO : Epoch 1655 | loss: 0.0311066 | val_loss: 0.0311353 | Time: 1730.69 ms [2022-04-18 20:00:41 main:574] : INFO : Epoch 1656 | loss: 0.0311063 | val_loss: 0.0311363 | Time: 1738.68 ms [2022-04-18 20:00:42 main:574] : INFO : Epoch 1657 | loss: 0.0311064 | val_loss: 0.0311354 | Time: 1742.09 ms [2022-04-18 20:00:44 main:574] : INFO : Epoch 1658 | loss: 0.0311062 | val_loss: 0.0311344 | Time: 1735.08 ms [2022-04-18 20:00:46 main:574] : INFO : Epoch 1659 | loss: 0.0311037 | val_loss: 0.0311347 | Time: 1740.39 ms [2022-04-18 20:00:48 main:574] : INFO : Epoch 1660 | loss: 0.0311064 | val_loss: 0.0311344 | Time: 1734.39 ms [2022-04-18 20:00:49 main:574] : INFO : Epoch 1661 | loss: 0.0311053 | val_loss: 0.0311331 | Time: 1743.59 ms [2022-04-18 20:00:51 main:574] : INFO : Epoch 1662 | loss: 0.031107 | val_loss: 0.031131 | Time: 1788.29 ms [2022-04-18 20:00:53 main:574] : INFO : Epoch 1663 | loss: 0.0311057 | val_loss: 0.0311338 | Time: 1764.91 ms [2022-04-18 20:00:55 main:574] : INFO : Epoch 1664 | loss: 0.031104 | val_loss: 0.0311334 | Time: 1751.97 ms [2022-04-18 20:00:56 main:574] : INFO : Epoch 1665 | loss: 0.0311046 | val_loss: 0.0311402 | Time: 1741.42 ms [2022-04-18 20:00:58 main:574] : INFO : Epoch 1666 | loss: 0.0311055 | val_loss: 0.0311415 | Time: 1740.13 ms [2022-04-18 20:01:00 main:574] : INFO : Epoch 1667 | loss: 0.031106 | val_loss: 0.0311339 | Time: 1732.35 ms [2022-04-18 20:01:02 main:574] : INFO : Epoch 1668 | loss: 0.0311014 | val_loss: 0.0311387 | Time: 1733.92 ms [2022-04-18 20:01:03 main:574] : INFO : Epoch 1669 | loss: 0.0311021 | val_loss: 0.0311359 | Time: 1738.97 ms [2022-04-18 20:01:05 main:574] : INFO : Epoch 1670 | loss: 0.0311003 | val_loss: 0.0311376 | Time: 1730.97 ms [2022-04-18 20:01:07 main:574] : INFO : Epoch 1671 | loss: 0.0311018 | val_loss: 0.031142 | Time: 1736.42 ms [2022-04-18 20:01:09 main:574] : INFO : Epoch 1672 | loss: 0.0311014 | val_loss: 0.031135 | Time: 1730.63 ms [2022-04-18 20:01:10 main:574] : INFO : Epoch 1673 | loss: 0.0311012 | val_loss: 0.0311351 | Time: 1732.12 ms [2022-04-18 20:01:12 main:574] : INFO : Epoch 1674 | loss: 0.0311008 | val_loss: 0.0311391 | Time: 1730.37 ms [2022-04-18 20:01:14 main:574] : INFO : Epoch 1675 | loss: 0.031101 | val_loss: 0.0311388 | Time: 1727.3 ms [2022-04-18 20:01:16 main:574] : INFO : Epoch 1676 | loss: 0.031101 | val_loss: 0.0311343 | Time: 1739.09 ms [2022-04-18 20:01:17 main:574] : INFO : Epoch 1677 | loss: 0.0310997 | val_loss: 0.0311377 | Time: 1738.05 ms [2022-04-18 20:01:19 main:574] : INFO : Epoch 1678 | loss: 0.0310995 | val_loss: 0.0311343 | Time: 1732.37 ms [2022-04-18 20:01:21 main:574] : INFO : Epoch 1679 | loss: 0.0311006 | val_loss: 0.0311366 | Time: 1732.18 ms [2022-04-18 20:01:23 main:574] : INFO : Epoch 1680 | loss: 0.0310996 | val_loss: 0.0311384 | Time: 1733.32 ms [2022-04-18 20:01:24 main:574] : INFO : Epoch 1681 | loss: 0.0310997 | val_loss: 0.0311384 | Time: 1732.53 ms [2022-04-18 20:01:26 main:574] : INFO : Epoch 1682 | loss: 0.031102 | val_loss: 0.0311363 | Time: 1726.86 ms [2022-04-18 20:01:28 main:574] : INFO : Epoch 1683 | loss: 0.031102 | val_loss: 0.0311341 | Time: 1735.42 ms [2022-04-18 20:01:30 main:574] : INFO : Epoch 1684 | loss: 0.0311076 | val_loss: 0.0311481 | Time: 1738.25 ms [2022-04-18 20:01:31 main:574] : INFO : Epoch 1685 | loss: 0.0311091 | val_loss: 0.0311383 | Time: 1739.06 ms [2022-04-18 20:01:33 main:574] : INFO : Epoch 1686 | loss: 0.0311499 | val_loss: 0.0312442 | Time: 1732.1 ms [2022-04-18 20:01:35 main:574] : INFO : Epoch 1687 | loss: 0.0367009 | val_loss: 0.0321832 | Time: 1735.76 ms [2022-04-18 20:01:37 main:574] : INFO : Epoch 1688 | loss: 0.0555706 | val_loss: 0.0355538 | Time: 1740.01 ms [2022-04-18 20:01:38 main:574] : INFO : Epoch 1689 | loss: 0.0364643 | val_loss: 0.0319351 | Time: 1740.81 ms [2022-04-18 20:01:40 main:574] : INFO : Epoch 1690 | loss: 0.0316954 | val_loss: 0.0313803 | Time: 1731.85 ms [2022-04-18 20:01:42 main:574] : INFO : Epoch 1691 | loss: 0.0313308 | val_loss: 0.0312663 | Time: 1739.56 ms [2022-04-18 20:01:43 main:574] : INFO : Epoch 1692 | loss: 0.0312518 | val_loss: 0.0312377 | Time: 1728.4 ms [2022-04-18 20:01:45 main:574] : INFO : Epoch 1693 | loss: 0.0312352 | val_loss: 0.0312306 | Time: 1739.36 ms [2022-04-18 20:01:47 main:574] : INFO : Epoch 1694 | loss: 0.0312285 | val_loss: 0.0312256 | Time: 1736.42 ms [2022-04-18 20:01:49 main:574] : INFO : Epoch 1695 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 1735.2 ms [2022-04-18 20:01:50 main:574] : INFO : Epoch 1696 | loss: 0.0312199 | val_loss: 0.031218 | Time: 1723.12 ms [2022-04-18 20:01:52 main:574] : INFO : Epoch 1697 | loss: 0.0312154 | val_loss: 0.0312131 | Time: 1734.77 ms [2022-04-18 20:01:54 main:574] : INFO : Epoch 1698 | loss: 0.0312087 | val_loss: 0.0312051 | Time: 1740.49 ms [2022-04-18 20:01:56 main:574] : INFO : Epoch 1699 | loss: 0.0311993 | val_loss: 0.0311956 | Time: 1745.62 ms [2022-04-18 20:01:57 main:574] : INFO : Epoch 1700 | loss: 0.0311906 | val_loss: 0.0311891 | Time: 1751.57 ms [2022-04-18 20:01:59 main:574] : INFO : Epoch 1701 | loss: 0.0311841 | val_loss: 0.0311821 | Time: 1754.17 ms [2022-04-18 20:02:01 main:574] : INFO : Epoch 1702 | loss: 0.0311769 | val_loss: 0.0311755 | Time: 1750.75 ms [2022-04-18 20:02:03 main:574] : INFO : Epoch 1703 | loss: 0.0311698 | val_loss: 0.0311686 | Time: 1733.86 ms [2022-04-18 20:02:04 main:574] : INFO : Epoch 1704 | loss: 0.0311631 | val_loss: 0.0311607 | Time: 1735.55 ms [2022-04-18 20:02:06 main:574] : INFO : Epoch 1705 | loss: 0.0311563 | val_loss: 0.0311547 | Time: 1739.14 ms [2022-04-18 20:02:08 main:574] : INFO : Epoch 1706 | loss: 0.0311501 | val_loss: 0.0311508 | Time: 1735.85 ms [2022-04-18 20:02:10 main:574] : INFO : Epoch 1707 | loss: 0.0311456 | val_loss: 0.0311465 | Time: 1735.98 ms [2022-04-18 20:02:11 main:574] : INFO : Epoch 1708 | loss: 0.0311419 | val_loss: 0.0311461 | Time: 1734.31 ms [2022-04-18 20:02:13 main:574] : INFO : Epoch 1709 | loss: 0.0311416 | val_loss: 0.031145 | Time: 1725.49 ms [2022-04-18 20:02:15 main:574] : INFO : Epoch 1710 | loss: 0.0311404 | val_loss: 0.0311456 | Time: 1732 ms [2022-04-18 20:02:17 main:574] : INFO : Epoch 1711 | loss: 0.0311395 | val_loss: 0.0311434 | Time: 1734.94 ms [2022-04-18 20:02:18 main:574] : INFO : Epoch 1712 | loss: 0.0311379 | val_loss: 0.0311425 | Time: 1738.73 ms [2022-04-18 20:02:20 main:574] : INFO : Epoch 1713 | loss: 0.0311381 | val_loss: 0.0311448 | Time: 1742.99 ms [2022-04-18 20:02:22 main:574] : INFO : Epoch 1714 | loss: 0.0311377 | val_loss: 0.0311436 | Time: 1739.26 ms [2022-04-18 20:02:24 main:574] : INFO : Epoch 1715 | loss: 0.0311369 | val_loss: 0.0311449 | Time: 1745.45 ms [2022-04-18 20:02:25 main:574] : INFO : Epoch 1716 | loss: 0.0311363 | val_loss: 0.0311433 | Time: 1737.19 ms [2022-04-18 20:02:27 main:574] : INFO : Epoch 1717 | loss: 0.0311362 | val_loss: 0.031144 | Time: 1732.2 ms [2022-04-18 20:02:29 main:574] : INFO : Epoch 1718 | loss: 0.0311356 | val_loss: 0.0311431 | Time: 1734.71 ms [2022-04-18 20:02:31 main:574] : INFO : Epoch 1719 | loss: 0.0311353 | val_loss: 0.031143 | Time: 1736.42 ms [2022-04-18 20:02:32 main:574] : INFO : Epoch 1720 | loss: 0.0311347 | val_loss: 0.0311424 | Time: 1739.38 ms [2022-04-18 20:02:34 main:574] : INFO : Epoch 1721 | loss: 0.0311335 | val_loss: 0.0311417 | Time: 1748.18 ms [2022-04-18 20:02:36 main:574] : INFO : Epoch 1722 | loss: 0.0311319 | val_loss: 0.0311408 | Time: 1734.88 ms [2022-04-18 20:02:38 main:574] : INFO : Epoch 1723 | loss: 0.0311281 | val_loss: 0.0311381 | Time: 1737.51 ms [2022-04-18 20:02:39 main:574] : INFO : Epoch 1724 | loss: 0.0311252 | val_loss: 0.0311392 | Time: 1732.5 ms [2022-04-18 20:02:41 main:574] : INFO : Epoch 1725 | loss: 0.0311242 | val_loss: 0.0311382 | Time: 1735.66 ms [2022-04-18 20:02:43 main:574] : INFO : Epoch 1726 | loss: 0.0311223 | val_loss: 0.0311389 | Time: 1737.17 ms [2022-04-18 20:02:45 main:574] : INFO : Epoch 1727 | loss: 0.0311218 | val_loss: 0.0311393 | Time: 1763.16 ms [2022-04-18 20:02:46 main:574] : INFO : Epoch 1728 | loss: 0.0311204 | val_loss: 0.0311374 | Time: 1734.72 ms [2022-04-18 20:02:48 main:574] : INFO : Epoch 1729 | loss: 0.0311198 | val_loss: 0.0311385 | Time: 1731.34 ms [2022-04-18 20:02:50 main:574] : INFO : Epoch 1730 | loss: 0.0311177 | val_loss: 0.0311375 | Time: 1741.23 ms [2022-04-18 20:02:52 main:574] : INFO : Epoch 1731 | loss: 0.0311144 | val_loss: 0.0311355 | Time: 1742.54 ms [2022-04-18 20:02:53 main:574] : INFO : Epoch 1732 | loss: 0.0311139 | val_loss: 0.0311338 | Time: 1734.93 ms [2022-04-18 20:02:55 main:574] : INFO : Epoch 1733 | loss: 0.0311146 | val_loss: 0.0311332 | Time: 1742.94 ms [2022-04-18 20:02:57 main:574] : INFO : Epoch 1734 | loss: 0.031115 | val_loss: 0.031136 | Time: 1739.14 ms [2022-04-18 20:02:59 main:574] : INFO : Epoch 1735 | loss: 0.0311165 | val_loss: 0.0311344 | Time: 1743.14 ms [2022-04-18 20:03:00 main:574] : INFO : Epoch 1736 | loss: 0.0311153 | val_loss: 0.0311328 | Time: 1742.08 ms [2022-04-18 20:03:02 main:574] : INFO : Epoch 1737 | loss: 0.0311145 | val_loss: 0.0311353 | Time: 1762.3 ms [2022-04-18 20:03:04 main:574] : INFO : Epoch 1738 | loss: 0.0311153 | val_loss: 0.0311335 | Time: 1755.19 ms [2022-04-18 20:03:06 main:574] : INFO : Epoch 1739 | loss: 0.0311119 | val_loss: 0.0311307 | Time: 1785.3 ms [2022-04-18 20:03:07 main:574] : INFO : Epoch 1740 | loss: 0.0311131 | val_loss: 0.0311403 | Time: 1735.35 ms [2022-04-18 20:03:09 main:574] : INFO : Epoch 1741 | loss: 0.0311156 | val_loss: 0.0311402 | Time: 1733.56 ms [2022-04-18 20:03:11 main:574] : INFO : Epoch 1742 | loss: 0.0311148 | val_loss: 0.0311391 | Time: 1752.76 ms [2022-04-18 20:03:13 main:574] : INFO : Epoch 1743 | loss: 0.0311153 | val_loss: 0.0311344 | Time: 1738.13 ms [2022-04-18 20:03:14 main:574] : INFO : Epoch 1744 | loss: 0.0311138 | val_loss: 0.0311366 | Time: 1746.32 ms [2022-04-18 20:03:16 main:574] : INFO : Epoch 1745 | loss: 0.0311115 | val_loss: 0.0311361 | Time: 1739.25 ms [2022-04-18 20:03:18 main:574] : INFO : Epoch 1746 | loss: 0.0311111 | val_loss: 0.0311353 | Time: 1735.64 ms [2022-04-18 20:03:20 main:574] : INFO : Epoch 1747 | loss: 0.03111 | val_loss: 0.0311331 | Time: 1740.11 ms [2022-04-18 20:03:21 main:574] : INFO : Epoch 1748 | loss: 0.03111 | val_loss: 0.0311332 | Time: 1740.47 ms [2022-04-18 20:03:23 main:574] : INFO : Epoch 1749 | loss: 0.0311104 | val_loss: 0.0311319 | Time: 1737.6 ms [2022-04-18 20:03:25 main:574] : INFO : Epoch 1750 | loss: 0.0311112 | val_loss: 0.031135 | Time: 1739.64 ms [2022-04-18 20:03:27 main:574] : INFO : Epoch 1751 | loss: 0.03111 | val_loss: 0.0311334 | Time: 1742.46 ms [2022-04-18 20:03:28 main:574] : INFO : Epoch 1752 | loss: 0.0311107 | val_loss: 0.031139 | Time: 1741.7 ms [2022-04-18 20:03:30 main:574] : INFO : Epoch 1753 | loss: 0.0311116 | val_loss: 0.0311339 | Time: 1738.32 ms [2022-04-18 20:03:32 main:574] : INFO : Epoch 1754 | loss: 0.0311088 | val_loss: 0.0311332 | Time: 1738.86 ms [2022-04-18 20:03:34 main:574] : INFO : Epoch 1755 | loss: 0.0311092 | val_loss: 0.0311326 | Time: 1736.45 ms [2022-04-18 20:03:35 main:574] : INFO : Epoch 1756 | loss: 0.0311109 | val_loss: 0.0311348 | Time: 1736.94 ms [2022-04-18 20:03:37 main:574] : INFO : Epoch 1757 | loss: 0.0311106 | val_loss: 0.0311358 | Time: 1745.43 ms [2022-04-18 20:03:39 main:574] : INFO : Epoch 1758 | loss: 0.0311109 | val_loss: 0.031135 | Time: 1734.66 ms [2022-04-18 20:03:41 main:574] : INFO : Epoch 1759 | loss: 0.0311122 | val_loss: 0.0311344 | Time: 1734.4 ms [2022-04-18 20:03:42 main:574] : INFO : Epoch 1760 | loss: 0.0311123 | val_loss: 0.0311351 | Time: 1734.09 ms [2022-04-18 20:03:44 main:574] : INFO : Epoch 1761 | loss: 0.0311106 | val_loss: 0.0311361 | Time: 1737.93 ms [2022-04-18 20:03:46 main:574] : INFO : Epoch 1762 | loss: 0.0311099 | val_loss: 0.0311342 | Time: 1739.55 ms [2022-04-18 20:03:48 main:574] : INFO : Epoch 1763 | loss: 0.0311085 | val_loss: 0.0311341 | Time: 1737.56 ms [2022-04-18 20:03:49 main:574] : INFO : Epoch 1764 | loss: 0.0311093 | val_loss: 0.0311376 | Time: 1732.47 ms [2022-04-18 20:03:51 main:574] : INFO : Epoch 1765 | loss: 0.0311083 | val_loss: 0.0311362 | Time: 1741.48 ms [2022-04-18 20:03:53 main:574] : INFO : Epoch 1766 | loss: 0.0311085 | val_loss: 0.0311346 | Time: 1740.83 ms [2022-04-18 20:03:55 main:574] : INFO : Epoch 1767 | loss: 0.0311111 | val_loss: 0.0311357 | Time: 1731.41 ms [2022-04-18 20:03:56 main:574] : INFO : Epoch 1768 | loss: 0.0311105 | val_loss: 0.0311328 | Time: 1737.31 ms [2022-04-18 20:03:58 main:574] : INFO : Epoch 1769 | loss: 0.0311084 | val_loss: 0.0311374 | Time: 1736.52 ms [2022-04-18 20:04:00 main:574] : INFO : Epoch 1770 | loss: 0.0311086 | val_loss: 0.031135 | Time: 1735.31 ms [2022-04-18 20:04:02 main:574] : INFO : Epoch 1771 | loss: 0.031108 | val_loss: 0.0311369 | Time: 1739.78 ms [2022-04-18 20:04:03 main:574] : INFO : Epoch 1772 | loss: 0.0311088 | val_loss: 0.0311413 | Time: 1737.56 ms [2022-04-18 20:04:05 main:574] : INFO : Epoch 1773 | loss: 0.0311091 | val_loss: 0.0311366 | Time: 1738.35 ms [2022-04-18 20:04:07 main:574] : INFO : Epoch 1774 | loss: 0.0311072 | val_loss: 0.0311373 | Time: 1732.99 ms [2022-04-18 20:04:09 main:574] : INFO : Epoch 1775 | loss: 0.0311083 | val_loss: 0.0311377 | Time: 1781.34 ms [2022-04-18 20:04:10 main:574] : INFO : Epoch 1776 | loss: 0.0311065 | val_loss: 0.0311356 | Time: 1744.27 ms [2022-04-18 20:04:12 main:574] : INFO : Epoch 1777 | loss: 0.0311054 | val_loss: 0.031133 | Time: 1762.01 ms [2022-04-18 20:04:14 main:574] : INFO : Epoch 1778 | loss: 0.0311054 | val_loss: 0.0311359 | Time: 1749.32 ms [2022-04-18 20:04:16 main:574] : INFO : Epoch 1779 | loss: 0.0311065 | val_loss: 0.031135 | Time: 1739.06 ms [2022-04-18 20:04:17 main:574] : INFO : Epoch 1780 | loss: 0.0311127 | val_loss: 0.0311372 | Time: 1730.99 ms [2022-04-18 20:04:19 main:574] : INFO : Epoch 1781 | loss: 0.0311152 | val_loss: 0.031136 | Time: 1738.1 ms [2022-04-18 20:04:21 main:574] : INFO : Epoch 1782 | loss: 0.0311117 | val_loss: 0.0311376 | Time: 1744.23 ms [2022-04-18 20:04:23 main:574] : INFO : Epoch 1783 | loss: 0.031111 | val_loss: 0.0311373 | Time: 1732.75 ms [2022-04-18 20:04:24 main:574] : INFO : Epoch 1784 | loss: 0.0311107 | val_loss: 0.0311364 | Time: 1737.1 ms [2022-04-18 20:04:26 main:574] : INFO : Epoch 1785 | loss: 0.0311082 | val_loss: 0.0311359 | Time: 1734.99 ms [2022-04-18 20:04:28 main:574] : INFO : Epoch 1786 | loss: 0.0311079 | val_loss: 0.0311366 | Time: 1736.1 ms [2022-04-18 20:04:30 main:574] : INFO : Epoch 1787 | loss: 0.0311075 | val_loss: 0.0311347 | Time: 1737.38 ms [2022-04-18 20:04:31 main:574] : INFO : Epoch 1788 | loss: 0.0311065 | val_loss: 0.0311345 | Time: 1748.35 ms [2022-04-18 20:04:33 main:574] : INFO : Epoch 1789 | loss: 0.0311056 | val_loss: 0.0311341 | Time: 1743.22 ms [2022-04-18 20:04:35 main:574] : INFO : Epoch 1790 | loss: 0.0311062 | val_loss: 0.0311342 | Time: 1750.53 ms [2022-04-18 20:04:37 main:574] : INFO : Epoch 1791 | loss: 0.0311054 | val_loss: 0.0311339 | Time: 1738.87 ms [2022-04-18 20:04:38 main:574] : INFO : Epoch 1792 | loss: 0.0311047 | val_loss: 0.0311352 | Time: 1737.89 ms [2022-04-18 20:04:40 main:574] : INFO : Epoch 1793 | loss: 0.031106 | val_loss: 0.0311341 | Time: 1736.83 ms [2022-04-18 20:04:42 main:574] : INFO : Epoch 1794 | loss: 0.0311133 | val_loss: 0.0311353 | Time: 1734.22 ms [2022-04-18 20:04:44 main:574] : INFO : Epoch 1795 | loss: 0.0311193 | val_loss: 0.0311365 | Time: 1728.11 ms [2022-04-18 20:04:45 main:574] : INFO : Epoch 1796 | loss: 0.0311207 | val_loss: 0.0311386 | Time: 1738.41 ms [2022-04-18 20:04:47 main:574] : INFO : Epoch 1797 | loss: 0.0311177 | val_loss: 0.0311355 | Time: 1737.08 ms [2022-04-18 20:04:49 main:574] : INFO : Epoch 1798 | loss: 0.0311154 | val_loss: 0.0311332 | Time: 1733.99 ms [2022-04-18 20:04:51 main:574] : INFO : Epoch 1799 | loss: 0.0311138 | val_loss: 0.0311331 | Time: 1738.69 ms [2022-04-18 20:04:52 main:574] : INFO : Epoch 1800 | loss: 0.0311121 | val_loss: 0.0311334 | Time: 1740.49 ms [2022-04-18 20:04:54 main:574] : INFO : Epoch 1801 | loss: 0.0311113 | val_loss: 0.0311304 | Time: 1727.54 ms [2022-04-18 20:04:56 main:574] : INFO : Epoch 1802 | loss: 0.0311104 | val_loss: 0.0311317 | Time: 1733.82 ms [2022-04-18 20:04:58 main:574] : INFO : Epoch 1803 | loss: 0.0311096 | val_loss: 0.0311333 | Time: 1731.84 ms [2022-04-18 20:04:59 main:574] : INFO : Epoch 1804 | loss: 0.0311102 | val_loss: 0.0311317 | Time: 1743.24 ms [2022-04-18 20:05:01 main:574] : INFO : Epoch 1805 | loss: 0.0311155 | val_loss: 0.0311325 | Time: 1726.32 ms [2022-04-18 20:05:03 main:574] : INFO : Epoch 1806 | loss: 0.0311163 | val_loss: 0.0311313 | Time: 1730.84 ms [2022-04-18 20:05:05 main:574] : INFO : Epoch 1807 | loss: 0.031116 | val_loss: 0.0311329 | Time: 1730.79 ms [2022-04-18 20:05:06 main:574] : INFO : Epoch 1808 | loss: 0.0311141 | val_loss: 0.0311295 | Time: 1736.07 ms [2022-04-18 20:05:08 main:574] : INFO : Epoch 1809 | loss: 0.0311116 | val_loss: 0.0311297 | Time: 1742.77 ms [2022-04-18 20:05:10 main:574] : INFO : Epoch 1810 | loss: 0.03111 | val_loss: 0.0311284 | Time: 1738.86 ms [2022-04-18 20:05:12 main:574] : INFO : Epoch 1811 | loss: 0.0311101 | val_loss: 0.0311295 | Time: 1741.58 ms [2022-04-18 20:05:13 main:574] : INFO : Epoch 1812 | loss: 0.0311085 | val_loss: 0.0311316 | Time: 1742.7 ms [2022-04-18 20:05:15 main:574] : INFO : Epoch 1813 | loss: 0.0311091 | val_loss: 0.0311304 | Time: 1763.87 ms [2022-04-18 20:05:17 main:574] : INFO : Epoch 1814 | loss: 0.0311073 | val_loss: 0.0311284 | Time: 1767.34 ms [2022-04-18 20:05:19 main:574] : INFO : Epoch 1815 | loss: 0.0311067 | val_loss: 0.0311295 | Time: 1752.19 ms [2022-04-18 20:05:20 main:574] : INFO : Epoch 1816 | loss: 0.0311062 | val_loss: 0.0311312 | Time: 1732.18 ms [2022-04-18 20:05:22 main:574] : INFO : Epoch 1817 | loss: 0.0311063 | val_loss: 0.0311296 | Time: 1750.02 ms [2022-04-18 20:05:24 main:574] : INFO : Epoch 1818 | loss: 0.0311067 | val_loss: 0.0311308 | Time: 1734.88 ms [2022-04-18 20:05:26 main:574] : INFO : Epoch 1819 | loss: 0.0311054 | val_loss: 0.0311311 | Time: 1751.39 ms [2022-04-18 20:05:27 main:574] : INFO : Epoch 1820 | loss: 0.031108 | val_loss: 0.0311298 | Time: 1734.87 ms [2022-04-18 20:05:29 main:574] : INFO : Epoch 1821 | loss: 0.0311086 | val_loss: 0.0311284 | Time: 1743.21 ms [2022-04-18 20:05:31 main:574] : INFO : Epoch 1822 | loss: 0.0311073 | val_loss: 0.031134 | Time: 1735.36 ms [2022-04-18 20:05:33 main:574] : INFO : Epoch 1823 | loss: 0.0311074 | val_loss: 0.0311325 | Time: 1732.8 ms [2022-04-18 20:05:34 main:574] : INFO : Epoch 1824 | loss: 0.0311062 | val_loss: 0.0311293 | Time: 1725.41 ms [2022-04-18 20:05:36 main:574] : INFO : Epoch 1825 | loss: 0.0311055 | val_loss: 0.0311292 | Time: 1734.2 ms [2022-04-18 20:05:38 main:574] : INFO : Epoch 1826 | loss: 0.0311074 | val_loss: 0.0311335 | Time: 1737.51 ms [2022-04-18 20:05:40 main:574] : INFO : Epoch 1827 | loss: 0.0311084 | val_loss: 0.0311322 | Time: 1735.62 ms [2022-04-18 20:05:41 main:574] : INFO : Epoch 1828 | loss: 0.0311072 | val_loss: 0.0311312 | Time: 1738.17 ms [2022-04-18 20:05:43 main:574] : INFO : Epoch 1829 | loss: 0.0311056 | val_loss: 0.0311344 | Time: 1743.17 ms [2022-04-18 20:05:45 main:574] : INFO : Epoch 1830 | loss: 0.0311045 | val_loss: 0.0311319 | Time: 1736.74 ms [2022-04-18 20:05:47 main:574] : INFO : Epoch 1831 | loss: 0.0311058 | val_loss: 0.0311354 | Time: 1742.14 ms [2022-04-18 20:05:48 main:574] : INFO : Epoch 1832 | loss: 0.0311062 | val_loss: 0.0311348 | Time: 1728.13 ms [2022-04-18 20:05:50 main:574] : INFO : Epoch 1833 | loss: 0.0311062 | val_loss: 0.0311318 | Time: 1745.84 ms [2022-04-18 20:05:52 main:574] : INFO : Epoch 1834 | loss: 0.0311064 | val_loss: 0.0311336 | Time: 1734.41 ms [2022-04-18 20:05:54 main:574] : INFO : Epoch 1835 | loss: 0.0311044 | val_loss: 0.0311321 | Time: 1749.43 ms [2022-04-18 20:05:55 main:574] : INFO : Epoch 1836 | loss: 0.0311028 | val_loss: 0.0311359 | Time: 1752.47 ms [2022-04-18 20:05:57 main:574] : INFO : Epoch 1837 | loss: 0.0311018 | val_loss: 0.0311356 | Time: 1751.37 ms [2022-04-18 20:05:59 main:574] : INFO : Epoch 1838 | loss: 0.0311014 | val_loss: 0.0311299 | Time: 1745.16 ms [2022-04-18 20:06:01 main:574] : INFO : Epoch 1839 | loss: 0.0311001 | val_loss: 0.0311295 | Time: 1741.74 ms [2022-04-18 20:06:02 main:574] : INFO : Epoch 1840 | loss: 0.0311021 | val_loss: 0.0311304 | Time: 1738.63 ms [2022-04-18 20:06:04 main:574] : INFO : Epoch 1841 | loss: 0.0311012 | val_loss: 0.0311435 | Time: 1739.2 ms [2022-04-18 20:06:06 main:574] : INFO : Epoch 1842 | loss: 0.0311023 | val_loss: 0.03113 | Time: 1736.73 ms [2022-04-18 20:06:08 main:574] : INFO : Epoch 1843 | loss: 0.0311015 | val_loss: 0.0311343 | Time: 1741.15 ms [2022-04-18 20:06:09 main:574] : INFO : Epoch 1844 | loss: 0.0311018 | val_loss: 0.0311347 | Time: 1751.21 ms [2022-04-18 20:06:11 main:574] : INFO : Epoch 1845 | loss: 0.0311054 | val_loss: 0.0311316 | Time: 1747.87 ms [2022-04-18 20:06:13 main:574] : INFO : Epoch 1846 | loss: 0.0311019 | val_loss: 0.0311315 | Time: 1744.44 ms [2022-04-18 20:06:15 main:574] : INFO : Epoch 1847 | loss: 0.031101 | val_loss: 0.031131 | Time: 1739.06 ms [2022-04-18 20:06:16 main:574] : INFO : Epoch 1848 | loss: 0.0311003 | val_loss: 0.0311343 | Time: 1741.67 ms [2022-04-18 20:06:18 main:574] : INFO : Epoch 1849 | loss: 0.0311006 | val_loss: 0.0311316 | Time: 1737.1 ms [2022-04-18 20:06:20 main:574] : INFO : Epoch 1850 | loss: 0.0310992 | val_loss: 0.0311339 | Time: 1756.91 ms [2022-04-18 20:06:22 main:574] : INFO : Epoch 1851 | loss: 0.031101 | val_loss: 0.0311353 | Time: 1749.6 ms [2022-04-18 20:06:23 main:574] : INFO : Epoch 1852 | loss: 0.0311025 | val_loss: 0.0311307 | Time: 1774.92 ms [2022-04-18 20:06:25 main:574] : INFO : Epoch 1853 | loss: 0.0311021 | val_loss: 0.031139 | Time: 1735.66 ms [2022-04-18 20:06:27 main:574] : INFO : Epoch 1854 | loss: 0.0311038 | val_loss: 0.0311303 | Time: 1741.18 ms [2022-04-18 20:06:29 main:574] : INFO : Epoch 1855 | loss: 0.0311058 | val_loss: 0.0311279 | Time: 1740.51 ms [2022-04-18 20:06:30 main:574] : INFO : Epoch 1856 | loss: 0.031101 | val_loss: 0.0311329 | Time: 1740.18 ms [2022-04-18 20:06:32 main:574] : INFO : Epoch 1857 | loss: 0.0310992 | val_loss: 0.031136 | Time: 1745.39 ms [2022-04-18 20:06:34 main:574] : INFO : Epoch 1858 | loss: 0.0310987 | val_loss: 0.0311345 | Time: 1737.75 ms [2022-04-18 20:06:36 main:574] : INFO : Epoch 1859 | loss: 0.0311042 | val_loss: 0.0311301 | Time: 1735.73 ms [2022-04-18 20:06:37 main:574] : INFO : Epoch 1860 | loss: 0.0311025 | val_loss: 0.0311302 | Time: 1741.37 ms [2022-04-18 20:06:39 main:574] : INFO : Epoch 1861 | loss: 0.0311007 | val_loss: 0.0311289 | Time: 1747.21 ms [2022-04-18 20:06:41 main:574] : INFO : Epoch 1862 | loss: 0.0310992 | val_loss: 0.0311319 | Time: 1737.71 ms [2022-04-18 20:06:43 main:574] : INFO : Epoch 1863 | loss: 0.0310987 | val_loss: 0.0311393 | Time: 1742.19 ms [2022-04-18 20:06:44 main:574] : INFO : Epoch 1864 | loss: 0.0311022 | val_loss: 0.0311381 | Time: 1741.89 ms [2022-04-18 20:06:46 main:574] : INFO : Epoch 1865 | loss: 0.0311091 | val_loss: 0.0311381 | Time: 1737.02 ms [2022-04-18 20:06:48 main:574] : INFO : Epoch 1866 | loss: 0.0311068 | val_loss: 0.0311342 | Time: 1735.52 ms [2022-04-18 20:06:50 main:574] : INFO : Epoch 1867 | loss: 0.031105 | val_loss: 0.0311306 | Time: 1732.67 ms [2022-04-18 20:06:51 main:574] : INFO : Epoch 1868 | loss: 0.0311032 | val_loss: 0.0311299 | Time: 1736.11 ms [2022-04-18 20:06:53 main:574] : INFO : Epoch 1869 | loss: 0.0311011 | val_loss: 0.0311327 | Time: 1741.96 ms [2022-04-18 20:06:55 main:574] : INFO : Epoch 1870 | loss: 0.0311017 | val_loss: 0.0311321 | Time: 1741.12 ms [2022-04-18 20:06:57 main:574] : INFO : Epoch 1871 | loss: 0.0311022 | val_loss: 0.031132 | Time: 1728.14 ms [2022-04-18 20:06:58 main:574] : INFO : Epoch 1872 | loss: 0.0310996 | val_loss: 0.0311319 | Time: 1745.85 ms [2022-04-18 20:07:00 main:574] : INFO : Epoch 1873 | loss: 0.0310986 | val_loss: 0.0311297 | Time: 1742.17 ms [2022-04-18 20:07:02 main:574] : INFO : Epoch 1874 | loss: 0.0311003 | val_loss: 0.0311351 | Time: 1747.04 ms [2022-04-18 20:07:04 main:574] : INFO : Epoch 1875 | loss: 0.0311001 | val_loss: 0.0311307 | Time: 1734.15 ms [2022-04-18 20:07:05 main:574] : INFO : Epoch 1876 | loss: 0.0311024 | val_loss: 0.0311305 | Time: 1740.23 ms [2022-04-18 20:07:07 main:574] : INFO : Epoch 1877 | loss: 0.0311037 | val_loss: 0.031135 | Time: 1732.16 ms [2022-04-18 20:07:09 main:574] : INFO : Epoch 1878 | loss: 0.0311034 | val_loss: 0.0311372 | Time: 1743.55 ms [2022-04-18 20:07:11 main:574] : INFO : Epoch 1879 | loss: 0.0311013 | val_loss: 0.0311315 | Time: 1737.65 ms [2022-04-18 20:07:12 main:574] : INFO : Epoch 1880 | loss: 0.0310985 | val_loss: 0.0311299 | Time: 1744.22 ms [2022-04-18 20:07:14 main:574] : INFO : Epoch 1881 | loss: 0.0311008 | val_loss: 0.0311408 | Time: 1736.76 ms [2022-04-18 20:07:16 main:574] : INFO : Epoch 1882 | loss: 0.0311062 | val_loss: 0.031128 | Time: 1735.17 ms [2022-04-18 20:07:18 main:574] : INFO : Epoch 1883 | loss: 0.0311057 | val_loss: 0.0311325 | Time: 1737.88 ms [2022-04-18 20:07:19 main:574] : INFO : Epoch 1884 | loss: 0.0311046 | val_loss: 0.0311322 | Time: 1735.59 ms [2022-04-18 20:07:21 main:574] : INFO : Epoch 1885 | loss: 0.0311027 | val_loss: 0.0311307 | Time: 1741.38 ms [2022-04-18 20:07:23 main:574] : INFO : Epoch 1886 | loss: 0.0311006 | val_loss: 0.0311267 | Time: 1742.93 ms [2022-04-18 20:07:25 main:574] : INFO : Epoch 1887 | loss: 0.0311001 | val_loss: 0.0311311 | Time: 1736.01 ms [2022-04-18 20:07:26 main:574] : INFO : Epoch 1888 | loss: 0.0310991 | val_loss: 0.0311327 | Time: 1767.01 ms [2022-04-18 20:07:28 main:574] : INFO : Epoch 1889 | loss: 0.0311001 | val_loss: 0.0311319 | Time: 1763.3 ms [2022-04-18 20:07:30 main:574] : INFO : Epoch 1890 | loss: 0.0311006 | val_loss: 0.0311334 | Time: 1753.98 ms [2022-04-18 20:07:32 main:574] : INFO : Epoch 1891 | loss: 0.0311007 | val_loss: 0.0311321 | Time: 1732.29 ms [2022-04-18 20:07:33 main:574] : INFO : Epoch 1892 | loss: 0.0311015 | val_loss: 0.0311362 | Time: 1736.1 ms [2022-04-18 20:07:35 main:574] : INFO : Epoch 1893 | loss: 0.0311043 | val_loss: 0.031138 | Time: 1740.64 ms [2022-04-18 20:07:37 main:574] : INFO : Epoch 1894 | loss: 0.0311074 | val_loss: 0.0311358 | Time: 1736.51 ms [2022-04-18 20:07:39 main:574] : INFO : Epoch 1895 | loss: 0.0311111 | val_loss: 0.0311396 | Time: 1740.3 ms [2022-04-18 20:07:40 main:574] : INFO : Epoch 1896 | loss: 0.0311096 | val_loss: 0.0311307 | Time: 1745.73 ms [2022-04-18 20:07:42 main:574] : INFO : Epoch 1897 | loss: 0.0311068 | val_loss: 0.0311319 | Time: 1741.22 ms [2022-04-18 20:07:44 main:574] : INFO : Epoch 1898 | loss: 0.0311065 | val_loss: 0.031133 | Time: 1734.73 ms [2022-04-18 20:07:46 main:574] : INFO : Epoch 1899 | loss: 0.0311043 | val_loss: 0.0311334 | Time: 1744.92 ms [2022-04-18 20:07:47 main:574] : INFO : Epoch 1900 | loss: 0.0311021 | val_loss: 0.031136 | Time: 1737.37 ms [2022-04-18 20:07:49 main:574] : INFO : Epoch 1901 | loss: 0.0311045 | val_loss: 0.0311361 | Time: 1742.64 ms [2022-04-18 20:07:51 main:574] : INFO : Epoch 1902 | loss: 0.0311067 | val_loss: 0.0311393 | Time: 1742.92 ms [2022-04-18 20:07:53 main:574] : INFO : Epoch 1903 | loss: 0.0311063 | val_loss: 0.0311313 | Time: 1741 ms [2022-04-18 20:07:54 main:574] : INFO : Epoch 1904 | loss: 0.0311043 | val_loss: 0.031138 | Time: 1729.98 ms [2022-04-18 20:07:56 main:574] : INFO : Epoch 1905 | loss: 0.0311028 | val_loss: 0.0311345 | Time: 1736.5 ms [2022-04-18 20:07:58 main:574] : INFO : Epoch 1906 | loss: 0.0311014 | val_loss: 0.0311356 | Time: 1736.89 ms [2022-04-18 20:08:00 main:574] : INFO : Epoch 1907 | loss: 0.0311011 | val_loss: 0.0311369 | Time: 1743.22 ms [2022-04-18 20:08:01 main:574] : INFO : Epoch 1908 | loss: 0.0311018 | val_loss: 0.031134 | Time: 1732.64 ms [2022-04-18 20:08:03 main:574] : INFO : Epoch 1909 | loss: 0.0311015 | val_loss: 0.0311317 | Time: 1728.59 ms [2022-04-18 20:08:05 main:574] : INFO : Epoch 1910 | loss: 0.0311017 | val_loss: 0.0311326 | Time: 1744.63 ms [2022-04-18 20:08:07 main:574] : INFO : Epoch 1911 | loss: 0.0311013 | val_loss: 0.0311288 | Time: 1742.44 ms [2022-04-18 20:08:08 main:574] : INFO : Epoch 1912 | loss: 0.0311012 | val_loss: 0.0311334 | Time: 1741.89 ms [2022-04-18 20:08:10 main:574] : INFO : Epoch 1913 | loss: 0.0311007 | val_loss: 0.0311355 | Time: 1728.78 ms [2022-04-18 20:08:12 main:574] : INFO : Epoch 1914 | loss: 0.0310999 | val_loss: 0.0311385 | Time: 1739.64 ms [2022-04-18 20:08:14 main:574] : INFO : Epoch 1915 | loss: 0.0311046 | val_loss: 0.0311302 | Time: 1749.65 ms [2022-04-18 20:08:15 main:574] : INFO : Epoch 1916 | loss: 0.0311033 | val_loss: 0.0311326 | Time: 1742.92 ms [2022-04-18 20:08:17 main:574] : INFO : Epoch 1917 | loss: 0.0311025 | val_loss: 0.0311364 | Time: 1727.28 ms [2022-04-18 20:08:19 main:574] : INFO : Epoch 1918 | loss: 0.0310999 | val_loss: 0.0311327 | Time: 1746.32 ms [2022-04-18 20:08:21 main:574] : INFO : Epoch 1919 | loss: 0.0310992 | val_loss: 0.0311323 | Time: 1736.93 ms [2022-04-18 20:08:22 main:574] : INFO : Epoch 1920 | loss: 0.0310991 | val_loss: 0.0311361 | Time: 1733.92 ms [2022-04-18 20:08:24 main:574] : INFO : Epoch 1921 | loss: 0.0311003 | val_loss: 0.0311313 | Time: 1743.43 ms [2022-04-18 20:08:26 main:574] : INFO : Epoch 1922 | loss: 0.0310984 | val_loss: 0.0311302 | Time: 1731.55 ms [2022-04-18 20:08:28 main:574] : INFO : Epoch 1923 | loss: 0.0311005 | val_loss: 0.0311376 | Time: 1743.54 ms [2022-04-18 20:08:29 main:574] : INFO : Epoch 1924 | loss: 0.0311117 | val_loss: 0.0311333 | Time: 1738.78 ms [2022-04-18 20:08:31 main:574] : INFO : Epoch 1925 | loss: 0.0311098 | val_loss: 0.0311343 | Time: 1766.31 ms [2022-04-18 20:08:33 main:574] : INFO : Epoch 1926 | loss: 0.0311083 | val_loss: 0.0311301 | Time: 1775.87 ms [2022-04-18 20:08:35 main:574] : INFO : Epoch 1927 | loss: 0.0311053 | val_loss: 0.0311359 | Time: 1757.13 ms [2022-04-18 20:08:36 main:574] : INFO : Epoch 1928 | loss: 0.0311072 | val_loss: 0.031134 | Time: 1748.08 ms [2022-04-18 20:08:38 main:574] : INFO : Epoch 1929 | loss: 0.0311064 | val_loss: 0.0311297 | Time: 1736.57 ms [2022-04-18 20:08:40 main:574] : INFO : Epoch 1930 | loss: 0.031102 | val_loss: 0.0311302 | Time: 1729.09 ms [2022-04-18 20:08:42 main:574] : INFO : Epoch 1931 | loss: 0.0311021 | val_loss: 0.0311312 | Time: 1729.37 ms [2022-04-18 20:08:43 main:574] : INFO : Epoch 1932 | loss: 0.0311021 | val_loss: 0.0311286 | Time: 1742.38 ms [2022-04-18 20:08:45 main:574] : INFO : Epoch 1933 | loss: 0.0311019 | val_loss: 0.0311305 | Time: 1748.12 ms [2022-04-18 20:08:47 main:574] : INFO : Epoch 1934 | loss: 0.0311047 | val_loss: 0.0311418 | Time: 1745.4 ms [2022-04-18 20:08:49 main:574] : INFO : Epoch 1935 | loss: 0.0311058 | val_loss: 0.0311322 | Time: 1736.82 ms [2022-04-18 20:08:50 main:574] : INFO : Epoch 1936 | loss: 0.0311003 | val_loss: 0.0311308 | Time: 1745.24 ms [2022-04-18 20:08:52 main:574] : INFO : Epoch 1937 | loss: 0.0311003 | val_loss: 0.0311384 | Time: 1725.82 ms [2022-04-18 20:08:54 main:574] : INFO : Epoch 1938 | loss: 0.0311017 | val_loss: 0.0311347 | Time: 1730.23 ms [2022-04-18 20:08:56 main:574] : INFO : Epoch 1939 | loss: 0.0311154 | val_loss: 0.0311391 | Time: 1740.42 ms [2022-04-18 20:08:57 main:574] : INFO : Epoch 1940 | loss: 0.0311168 | val_loss: 0.031137 | Time: 1746.58 ms [2022-04-18 20:08:59 main:574] : INFO : Epoch 1941 | loss: 0.0311165 | val_loss: 0.0311404 | Time: 1742.17 ms [2022-04-18 20:09:01 main:574] : INFO : Epoch 1942 | loss: 0.0311168 | val_loss: 0.0311358 | Time: 1737.45 ms [2022-04-18 20:09:03 main:574] : INFO : Epoch 1943 | loss: 0.0311145 | val_loss: 0.0311316 | Time: 1736.08 ms [2022-04-18 20:09:04 main:574] : INFO : Epoch 1944 | loss: 0.0311107 | val_loss: 0.0311325 | Time: 1734.67 ms [2022-04-18 20:09:06 main:574] : INFO : Epoch 1945 | loss: 0.0311109 | val_loss: 0.031129 | Time: 1735.47 ms [2022-04-18 20:09:08 main:574] : INFO : Epoch 1946 | loss: 0.0311115 | val_loss: 0.031135 | Time: 1738.1 ms [2022-04-18 20:09:10 main:574] : INFO : Epoch 1947 | loss: 0.0311152 | val_loss: 0.0311426 | Time: 1735.9 ms [2022-04-18 20:09:11 main:574] : INFO : Epoch 1948 | loss: 0.0311146 | val_loss: 0.0311343 | Time: 1734.73 ms [2022-04-18 20:09:13 main:574] : INFO : Epoch 1949 | loss: 0.0311115 | val_loss: 0.0311414 | Time: 1737.54 ms [2022-04-18 20:09:15 main:574] : INFO : Epoch 1950 | loss: 0.0311119 | val_loss: 0.0311353 | Time: 1738.27 ms [2022-04-18 20:09:17 main:574] : INFO : Epoch 1951 | loss: 0.031111 | val_loss: 0.0311329 | Time: 1737.04 ms [2022-04-18 20:09:18 main:574] : INFO : Epoch 1952 | loss: 0.0311091 | val_loss: 0.0311319 | Time: 1739.59 ms [2022-04-18 20:09:20 main:574] : INFO : Epoch 1953 | loss: 0.031107 | val_loss: 0.0311348 | Time: 1733.54 ms [2022-04-18 20:09:22 main:574] : INFO : Epoch 1954 | loss: 0.0311105 | val_loss: 0.0311367 | Time: 1736.97 ms [2022-04-18 20:09:24 main:574] : INFO : Epoch 1955 | loss: 0.0311078 | val_loss: 0.0311328 | Time: 1748.61 ms [2022-04-18 20:09:25 main:574] : INFO : Epoch 1956 | loss: 0.0311073 | val_loss: 0.0311371 | Time: 1730.79 ms [2022-04-18 20:09:27 main:574] : INFO : Epoch 1957 | loss: 0.0311071 | val_loss: 0.0311356 | Time: 1746.7 ms [2022-04-18 20:09:29 main:574] : INFO : Epoch 1958 | loss: 0.0311071 | val_loss: 0.0311349 | Time: 1733.47 ms [2022-04-18 20:09:31 main:574] : INFO : Epoch 1959 | loss: 0.0311101 | val_loss: 0.0311368 | Time: 1740.67 ms [2022-04-18 20:09:32 main:574] : INFO : Epoch 1960 | loss: 0.0311082 | val_loss: 0.0311419 | Time: 1740.58 ms [2022-04-18 20:09:34 main:574] : INFO : Epoch 1961 | loss: 0.0311113 | val_loss: 0.0311347 | Time: 1733.89 ms [2022-04-18 20:09:36 main:574] : INFO : Epoch 1962 | loss: 0.0311096 | val_loss: 0.0311384 | Time: 1744.83 ms [2022-04-18 20:09:38 main:574] : INFO : Epoch 1963 | loss: 0.0311047 | val_loss: 0.0311343 | Time: 1752.77 ms [2022-04-18 20:09:39 main:574] : INFO : Epoch 1964 | loss: 0.0311043 | val_loss: 0.0311352 | Time: 1751.28 ms [2022-04-18 20:09:41 main:574] : INFO : Epoch 1965 | loss: 0.0311037 | val_loss: 0.0311334 | Time: 1761.28 ms [2022-04-18 20:09:43 main:574] : INFO : Epoch 1966 | loss: 0.031105 | val_loss: 0.0311348 | Time: 1739.04 ms [2022-04-18 20:09:45 main:574] : INFO : Epoch 1967 | loss: 0.0311042 | val_loss: 0.0311335 | Time: 1743.21 ms [2022-04-18 20:09:46 main:574] : INFO : Epoch 1968 | loss: 0.0311048 | val_loss: 0.0311289 | Time: 1740.57 ms [2022-04-18 20:09:48 main:574] : INFO : Epoch 1969 | loss: 0.031105 | val_loss: 0.0311331 | Time: 1736.69 ms [2022-04-18 20:09:50 main:574] : INFO : Epoch 1970 | loss: 0.0311067 | val_loss: 0.0311451 | Time: 1732.84 ms [2022-04-18 20:09:52 main:574] : INFO : Epoch 1971 | loss: 0.0311068 | val_loss: 0.0311392 | Time: 1739.47 ms [2022-04-18 20:09:53 main:574] : INFO : Epoch 1972 | loss: 0.0311058 | val_loss: 0.03114 | Time: 1737.18 ms [2022-04-18 20:09:55 main:574] : INFO : Epoch 1973 | loss: 0.031105 | val_loss: 0.0311383 | Time: 1741.18 ms [2022-04-18 20:09:57 main:574] : INFO : Epoch 1974 | loss: 0.0311068 | val_loss: 0.0311389 | Time: 1725.86 ms [2022-04-18 20:09:59 main:574] : INFO : Epoch 1975 | loss: 0.0311052 | val_loss: 0.0311387 | Time: 1736.91 ms [2022-04-18 20:10:01 main:574] : INFO : Epoch 1976 | loss: 0.0311046 | val_loss: 0.0311383 | Time: 1859.64 ms [2022-04-18 20:10:02 main:574] : INFO : Epoch 1977 | loss: 0.0311032 | val_loss: 0.031137 | Time: 1776.73 ms [2022-04-18 20:10:04 main:574] : INFO : Epoch 1978 | loss: 0.0311021 | val_loss: 0.0311357 | Time: 1736.05 ms [2022-04-18 20:10:06 main:574] : INFO : Epoch 1979 | loss: 0.0311029 | val_loss: 0.0311439 | Time: 1732.4 ms [2022-04-18 20:10:08 main:574] : INFO : Epoch 1980 | loss: 0.0311009 | val_loss: 0.0311393 | Time: 1736.1 ms [2022-04-18 20:10:09 main:574] : INFO : Epoch 1981 | loss: 0.0311022 | val_loss: 0.0311402 | Time: 1734.13 ms [2022-04-18 20:10:11 main:574] : INFO : Epoch 1982 | loss: 0.0311027 | val_loss: 0.0311401 | Time: 1738.46 ms [2022-04-18 20:10:13 main:574] : INFO : Epoch 1983 | loss: 0.0311025 | val_loss: 0.0311345 | Time: 1752.98 ms [2022-04-18 20:10:15 main:574] : INFO : Epoch 1984 | loss: 0.0311013 | val_loss: 0.0311318 | Time: 1731.65 ms [2022-04-18 20:10:16 main:574] : INFO : Epoch 1985 | loss: 0.0311011 | val_loss: 0.0311336 | Time: 1733.6 ms [2022-04-18 20:10:18 main:574] : INFO : Epoch 1986 | loss: 0.0311008 | val_loss: 0.0311368 | Time: 1740.22 ms [2022-04-18 20:10:20 main:574] : INFO : Epoch 1987 | loss: 0.0311005 | val_loss: 0.0311373 | Time: 1739.94 ms [2022-04-18 20:10:22 main:574] : INFO : Epoch 1988 | loss: 0.0310997 | val_loss: 0.0311348 | Time: 1740.46 ms [2022-04-18 20:10:23 main:574] : INFO : Epoch 1989 | loss: 0.0311029 | val_loss: 0.0311375 | Time: 1738.22 ms [2022-04-18 20:10:25 main:574] : INFO : Epoch 1990 | loss: 0.0311065 | val_loss: 0.0311345 | Time: 1736.02 ms [2022-04-18 20:10:27 main:574] : INFO : Epoch 1991 | loss: 0.0311077 | val_loss: 0.0311398 | Time: 1734.6 ms [2022-04-18 20:10:29 main:574] : INFO : Epoch 1992 | loss: 0.0311065 | val_loss: 0.0311431 | Time: 1730.21 ms [2022-04-18 20:10:30 main:574] : INFO : Epoch 1993 | loss: 0.031105 | val_loss: 0.0311396 | Time: 1726.09 ms [2022-04-18 20:10:32 main:574] : INFO : Epoch 1994 | loss: 0.0311058 | val_loss: 0.0311353 | Time: 1729.22 ms [2022-04-18 20:10:34 main:574] : INFO : Epoch 1995 | loss: 0.0311039 | val_loss: 0.0311315 | Time: 1735.94 ms [2022-04-18 20:10:35 main:574] : INFO : Epoch 1996 | loss: 0.0311032 | val_loss: 0.0311345 | Time: 1733.78 ms [2022-04-18 20:10:37 main:574] : INFO : Epoch 1997 | loss: 0.031107 | val_loss: 0.031137 | Time: 1734.24 ms [2022-04-18 20:10:39 main:574] : INFO : Epoch 1998 | loss: 0.0311079 | val_loss: 0.0311356 | Time: 1738.32 ms [2022-04-18 20:10:41 main:574] : INFO : Epoch 1999 | loss: 0.0311042 | val_loss: 0.03113 | Time: 1736.91 ms [2022-04-18 20:10:42 main:574] : INFO : Epoch 2000 | loss: 0.0311032 | val_loss: 0.0311316 | Time: 1736.67 ms [2022-04-18 20:10:44 main:574] : INFO : Epoch 2001 | loss: 0.0311029 | val_loss: 0.0311322 | Time: 1785.45 ms [2022-04-18 20:10:46 main:574] : INFO : Epoch 2002 | loss: 0.031105 | val_loss: 0.0311406 | Time: 1762.08 ms [2022-04-18 20:10:48 main:574] : INFO : Epoch 2003 | loss: 0.0311169 | val_loss: 0.031138 | Time: 1766.08 ms [2022-04-18 20:10:50 main:574] : INFO : Epoch 2004 | loss: 0.0311107 | val_loss: 0.0311352 | Time: 1731.96 ms [2022-04-18 20:10:51 main:574] : INFO : Epoch 2005 | loss: 0.0311094 | val_loss: 0.0311407 | Time: 1739.56 ms [2022-04-18 20:10:53 main:574] : INFO : Epoch 2006 | loss: 0.031109 | val_loss: 0.031136 | Time: 1734.19 ms [2022-04-18 20:10:55 main:574] : INFO : Epoch 2007 | loss: 0.0311096 | val_loss: 0.0311292 | Time: 1730.48 ms [2022-04-18 20:10:57 main:574] : INFO : Epoch 2008 | loss: 0.0311069 | val_loss: 0.0311339 | Time: 1733.52 ms [2022-04-18 20:10:58 main:574] : INFO : Epoch 2009 | loss: 0.0311083 | val_loss: 0.031131 | Time: 1738.14 ms [2022-04-18 20:11:00 main:574] : INFO : Epoch 2010 | loss: 0.0311048 | val_loss: 0.0311283 | Time: 1731.08 ms [2022-04-18 20:11:02 main:574] : INFO : Epoch 2011 | loss: 0.0311061 | val_loss: 0.0311306 | Time: 1740.02 ms [2022-04-18 20:11:04 main:574] : INFO : Epoch 2012 | loss: 0.0311078 | val_loss: 0.0311314 | Time: 1743.37 ms [2022-04-18 20:11:05 main:574] : INFO : Epoch 2013 | loss: 0.0311038 | val_loss: 0.0311296 | Time: 1736.37 ms [2022-04-18 20:11:07 main:574] : INFO : Epoch 2014 | loss: 0.0311024 | val_loss: 0.0311289 | Time: 1739.13 ms [2022-04-18 20:11:09 main:574] : INFO : Epoch 2015 | loss: 0.0311023 | val_loss: 0.031132 | Time: 1735.19 ms [2022-04-18 20:11:11 main:574] : INFO : Epoch 2016 | loss: 0.0311021 | val_loss: 0.0311311 | Time: 1741.39 ms [2022-04-18 20:11:12 main:574] : INFO : Epoch 2017 | loss: 0.0311054 | val_loss: 0.0311303 | Time: 1732.93 ms [2022-04-18 20:11:14 main:574] : INFO : Epoch 2018 | loss: 0.0311024 | val_loss: 0.0311297 | Time: 1746.28 ms [2022-04-18 20:11:16 main:574] : INFO : Epoch 2019 | loss: 0.0310996 | val_loss: 0.0311353 | Time: 1741.05 ms [2022-04-18 20:11:18 main:574] : INFO : Epoch 2020 | loss: 0.0310997 | val_loss: 0.0311305 | Time: 1742.63 ms [2022-04-18 20:11:19 main:574] : INFO : Epoch 2021 | loss: 0.0310976 | val_loss: 0.0311333 | Time: 1737.85 ms [2022-04-18 20:11:21 main:574] : INFO : Epoch 2022 | loss: 0.0310976 | val_loss: 0.0311322 | Time: 1739.61 ms [2022-04-18 20:11:23 main:574] : INFO : Epoch 2023 | loss: 0.031098 | val_loss: 0.0311303 | Time: 1738.25 ms [2022-04-18 20:11:25 main:574] : INFO : Epoch 2024 | loss: 0.0310983 | val_loss: 0.031137 | Time: 1741.2 ms [2022-04-18 20:11:26 main:574] : INFO : Epoch 2025 | loss: 0.0311001 | val_loss: 0.0311293 | Time: 1734.74 ms [2022-04-18 20:11:28 main:574] : INFO : Epoch 2026 | loss: 0.0311022 | val_loss: 0.0311288 | Time: 1739.16 ms [2022-04-18 20:11:30 main:574] : INFO : Epoch 2027 | loss: 0.0311029 | val_loss: 0.0311368 | Time: 1743.65 ms [2022-04-18 20:11:31 main:574] : INFO : Epoch 2028 | loss: 0.0310993 | val_loss: 0.031134 | Time: 1741.81 ms [2022-04-18 20:11:33 main:574] : INFO : Epoch 2029 | loss: 0.0311 | val_loss: 0.0311303 | Time: 1736.27 ms [2022-04-18 20:11:35 main:574] : INFO : Epoch 2030 | loss: 0.031101 | val_loss: 0.0311329 | Time: 1734.45 ms [2022-04-18 20:11:37 main:574] : INFO : Epoch 2031 | loss: 0.0311022 | val_loss: 0.0311322 | Time: 1735.52 ms [2022-04-18 20:11:38 main:574] : INFO : Epoch 2032 | loss: 0.0311045 | val_loss: 0.0311311 | Time: 1736.23 ms [2022-04-18 20:11:40 main:574] : INFO : Epoch 2033 | loss: 0.0311039 | val_loss: 0.0311316 | Time: 1737.05 ms [2022-04-18 20:11:42 main:574] : INFO : Epoch 2034 | loss: 0.031103 | val_loss: 0.0311313 | Time: 1737.17 ms [2022-04-18 20:11:44 main:574] : INFO : Epoch 2035 | loss: 0.0311014 | val_loss: 0.0311327 | Time: 1737.82 ms [2022-04-18 20:11:45 main:574] : INFO : Epoch 2036 | loss: 0.0310999 | val_loss: 0.0311318 | Time: 1734.64 ms [2022-04-18 20:11:47 main:574] : INFO : Epoch 2037 | loss: 0.0310985 | val_loss: 0.0311346 | Time: 1738.41 ms [2022-04-18 20:11:49 main:574] : INFO : Epoch 2038 | loss: 0.0310991 | val_loss: 0.0311291 | Time: 1738.97 ms [2022-04-18 20:11:51 main:574] : INFO : Epoch 2039 | loss: 0.0311001 | val_loss: 0.0311316 | Time: 1766.07 ms [2022-04-18 20:11:53 main:574] : INFO : Epoch 2040 | loss: 0.0310997 | val_loss: 0.0311338 | Time: 1764.72 ms [2022-04-18 20:11:54 main:574] : INFO : Epoch 2041 | loss: 0.0310994 | val_loss: 0.0311355 | Time: 1763.17 ms [2022-04-18 20:11:56 main:574] : INFO : Epoch 2042 | loss: 0.0310998 | val_loss: 0.0311352 | Time: 1733.15 ms [2022-04-18 20:11:58 main:574] : INFO : Epoch 2043 | loss: 0.0311018 | val_loss: 0.0311369 | Time: 1731.67 ms [2022-04-18 20:12:00 main:574] : INFO : Epoch 2044 | loss: 0.0311006 | val_loss: 0.0311325 | Time: 1728.95 ms [2022-04-18 20:12:01 main:574] : INFO : Epoch 2045 | loss: 0.0310995 | val_loss: 0.0311306 | Time: 1735.29 ms [2022-04-18 20:12:03 main:574] : INFO : Epoch 2046 | loss: 0.0310992 | val_loss: 0.0311318 | Time: 1737.87 ms [2022-04-18 20:12:05 main:574] : INFO : Epoch 2047 | loss: 0.0310991 | val_loss: 0.0311306 | Time: 1752.92 ms [2022-04-18 20:12:07 main:574] : INFO : Epoch 2048 | loss: 0.0310994 | val_loss: 0.0311307 | Time: 1740.99 ms [2022-04-18 20:12:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311307 [2022-04-18 20:12:07 main:603] : INFO : Saving end state to config to file [2022-04-18 20:12:07 main:608] : INFO : Success, exiting.. 20:12:07 (14536): 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)