Task 13759692
| Name | ParityModified-1645998224-26335-2-0_0 |
| Workunit | 10846218 |
| Created | 25 Mar 2022, 15:24:15 UTC |
| Sent | 31 Mar 2022, 8:00:27 UTC |
| Report deadline | 8 Apr 2022, 8:00:27 UTC |
| Received | 31 Mar 2022, 10:01:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 56 min 52 sec |
| CPU time | 56 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 9 main:574] : INFO : Epoch 1542 | loss: 0.0311105 | val_loss: 0.0311332 | Time: 1647.6 ms [2022-03-31 02:47:20 main:574] : INFO : Epoch 1543 | loss: 0.0311082 | val_loss: 0.0311313 | Time: 1646.88 ms [2022-03-31 02:47:22 main:574] : INFO : Epoch 1544 | loss: 0.0311073 | val_loss: 0.0311316 | Time: 1655.92 ms [2022-03-31 02:47:24 main:574] : INFO : Epoch 1545 | loss: 0.0311086 | val_loss: 0.0311372 | Time: 1662.97 ms [2022-03-31 02:47:25 main:574] : INFO : Epoch 1546 | loss: 0.0311084 | val_loss: 0.0311341 | Time: 1647.64 ms [2022-03-31 02:47:27 main:574] : INFO : Epoch 1547 | loss: 0.0311061 | val_loss: 0.031133 | Time: 1667.19 ms [2022-03-31 02:47:28 main:574] : INFO : Epoch 1548 | loss: 0.031107 | val_loss: 0.0311357 | Time: 1648.38 ms [2022-03-31 02:47:30 main:574] : INFO : Epoch 1549 | loss: 0.0311071 | val_loss: 0.031131 | Time: 1650.13 ms [2022-03-31 02:47:32 main:574] : INFO : Epoch 1550 | loss: 0.0311068 | val_loss: 0.0311317 | Time: 1649.77 ms [2022-03-31 02:47:33 main:574] : INFO : Epoch 1551 | loss: 0.0311074 | val_loss: 0.0311296 | Time: 1646.42 ms [2022-03-31 02:47:35 main:574] : INFO : Epoch 1552 | loss: 0.0311157 | val_loss: 0.0311306 | Time: 1650.28 ms [2022-03-31 02:47:37 main:574] : INFO : Epoch 1553 | loss: 0.0311078 | val_loss: 0.0311283 | Time: 1653.25 ms [2022-03-31 02:47:38 main:574] : INFO : Epoch 1554 | loss: 0.0311091 | val_loss: 0.031142 | Time: 1653.45 ms [2022-03-31 02:47:40 main:574] : INFO : Epoch 1555 | loss: 0.0311081 | val_loss: 0.0311351 | Time: 1650.62 ms [2022-03-31 02:47:42 main:574] : INFO : Epoch 1556 | loss: 0.0311056 | val_loss: 0.0311313 | Time: 1669.53 ms [2022-03-31 02:47:43 main:574] : INFO : Epoch 1557 | loss: 0.0311037 | val_loss: 0.0311358 | Time: 1653.79 ms [2022-03-31 02:47:45 main:574] : INFO : Epoch 1558 | loss: 0.031104 | val_loss: 0.0311318 | Time: 1657.62 ms [2022-03-31 02:47:47 main:574] : INFO : Epoch 1559 | loss: 0.0311057 | val_loss: 0.0311357 | Time: 1663.65 ms [2022-03-31 02:47:48 main:574] : INFO : Epoch 1560 | loss: 0.0311112 | val_loss: 0.0311361 | Time: 1661.94 ms [2022-03-31 02:47:50 main:574] : INFO : Epoch 1561 | loss: 0.0311111 | val_loss: 0.0311368 | Time: 1643.2 ms [2022-03-31 02:47:52 main:574] : INFO : Epoch 1562 | loss: 0.0311106 | val_loss: 0.0311363 | Time: 1659.47 ms [2022-03-31 02:47:53 main:574] : INFO : Epoch 1563 | loss: 0.031107 | val_loss: 0.0311349 | Time: 1659.6 ms [2022-03-31 02:47:55 main:574] : INFO : Epoch 1564 | loss: 0.031108 | val_loss: 0.0311365 | Time: 1669.84 ms [2022-03-31 02:47:57 main:574] : INFO : Epoch 1565 | loss: 0.0311086 | val_loss: 0.0311369 | Time: 1663.97 ms [2022-03-31 02:47:58 main:574] : INFO : Epoch 1566 | loss: 0.0311052 | val_loss: 0.0311305 | Time: 1642.77 ms [2022-03-31 02:48:00 main:574] : INFO : Epoch 1567 | loss: 0.0311025 | val_loss: 0.0311378 | Time: 1668.1 ms [2022-03-31 02:48:02 main:574] : INFO : Epoch 1568 | loss: 0.0311072 | val_loss: 0.0311326 | Time: 1669.7 ms [2022-03-31 02:48:03 main:574] : INFO : Epoch 1569 | loss: 0.0311043 | val_loss: 0.031136 | Time: 1642.91 ms [2022-03-31 02:48:05 main:574] : INFO : Epoch 1570 | loss: 0.0311001 | val_loss: 0.0311317 | Time: 1648.19 ms [2022-03-31 02:48:07 main:574] : INFO : Epoch 1571 | loss: 0.0311005 | val_loss: 0.0311326 | Time: 1662.77 ms [2022-03-31 02:48:08 main:574] : INFO : Epoch 1572 | loss: 0.0310995 | val_loss: 0.0311393 | Time: 1645.02 ms [2022-03-31 02:48:10 main:574] : INFO : Epoch 1573 | loss: 0.0311027 | val_loss: 0.031136 | Time: 1656.6 ms [2022-03-31 02:48:12 main:574] : INFO : Epoch 1574 | loss: 0.0311017 | val_loss: 0.0311288 | Time: 1653.33 ms [2022-03-31 02:48:13 main:574] : INFO : Epoch 1575 | loss: 0.0311025 | val_loss: 0.0311344 | Time: 1654.81 ms [2022-03-31 02:48:15 main:574] : INFO : Epoch 1576 | loss: 0.0311051 | val_loss: 0.0311343 | Time: 1646.57 ms [2022-03-31 02:48:17 main:574] : INFO : Epoch 1577 | loss: 0.0311041 | val_loss: 0.0311525 | Time: 1639.78 ms [2022-03-31 02:48:18 main:574] : INFO : Epoch 1578 | loss: 0.0311044 | val_loss: 0.0311325 | Time: 1660.63 ms [2022-03-31 02:48:20 main:574] : INFO : Epoch 1579 | loss: 0.0311031 | val_loss: 0.0311328 | Time: 1658.97 ms [2022-03-31 02:48:22 main:574] : INFO : Epoch 1580 | loss: 0.0311001 | val_loss: 0.0311377 | Time: 1659.46 ms [2022-03-31 02:48:23 main:574] : INFO : Epoch 1581 | loss: 0.0310962 | val_loss: 0.0311342 | Time: 1656.19 ms [2022-03-31 02:48:25 main:574] : INFO : Epoch 1582 | loss: 0.0310965 | val_loss: 0.0311319 | Time: 1651.02 ms [2022-03-31 02:48:27 main:574] : INFO : Epoch 1583 | loss: 0.0310975 | val_loss: 0.0311399 | Time: 1654.79 ms [2022-03-31 02:48:28 main:574] : INFO : Epoch 1584 | loss: 0.0311082 | val_loss: 0.0311352 | Time: 1668.7 ms [2022-03-31 02:48:30 main:574] : INFO : Epoch 1585 | loss: 0.0311096 | val_loss: 0.0311289 | Time: 1650.36 ms [2022-03-31 02:48:32 main:574] : INFO : Epoch 1586 | loss: 0.0311057 | val_loss: 0.0311321 | Time: 1640.18 ms [2022-03-31 02:48:33 main:574] : INFO : Epoch 1587 | loss: 0.0311038 | val_loss: 0.0311331 | Time: 1664.04 ms [2022-03-31 02:48:35 main:574] : INFO : Epoch 1588 | loss: 0.0311047 | val_loss: 0.0311313 | Time: 1656.98 ms [2022-03-31 02:48:37 main:574] : INFO : Epoch 1589 | loss: 0.0311065 | val_loss: 0.0311309 | Time: 1655.22 ms [2022-03-31 02:48:38 main:574] : INFO : Epoch 1590 | loss: 0.0311087 | val_loss: 0.0311296 | Time: 1649.17 ms [2022-03-31 02:48:40 main:574] : INFO : Epoch 1591 | loss: 0.0311067 | val_loss: 0.0311341 | Time: 1648.71 ms [2022-03-31 02:48:41 main:574] : INFO : Epoch 1592 | loss: 0.0311049 | val_loss: 0.0311318 | Time: 1662.82 ms [2022-03-31 02:48:43 main:574] : INFO : Epoch 1593 | loss: 0.0311039 | val_loss: 0.0311334 | Time: 1661.39 ms [2022-03-31 02:48:45 main:574] : INFO : Epoch 1594 | loss: 0.031103 | val_loss: 0.0311309 | Time: 1651.37 ms [2022-03-31 02:48:46 main:574] : INFO : Epoch 1595 | loss: 0.0311008 | val_loss: 0.0311308 | Time: 1672.5 ms [2022-03-31 02:48:48 main:574] : INFO : Epoch 1596 | loss: 0.0310996 | val_loss: 0.0311354 | Time: 1657.84 ms [2022-03-31 02:48:50 main:574] : INFO : Epoch 1597 | loss: 0.0311018 | val_loss: 0.0311346 | Time: 1641.15 ms [2022-03-31 02:48:51 main:574] : INFO : Epoch 1598 | loss: 0.031103 | val_loss: 0.0311328 | Time: 1662.33 ms [2022-03-31 02:48:53 main:574] : INFO : Epoch 1599 | loss: 0.0311052 | val_loss: 0.0311325 | Time: 1664.02 ms [2022-03-31 02:48:55 main:574] : INFO : Epoch 1600 | loss: 0.0311058 | val_loss: 0.0311307 | Time: 1646.57 ms [2022-03-31 02:48:56 main:574] : INFO : Epoch 1601 | loss: 0.0311031 | val_loss: 0.0311335 | Time: 1659.8 ms [2022-03-31 02:48:58 main:574] : INFO : Epoch 1602 | loss: 0.0311066 | val_loss: 0.0311388 | Time: 1658.44 ms [2022-03-31 02:49:00 main:574] : INFO : Epoch 1603 | loss: 0.0311065 | val_loss: 0.0311353 | Time: 1642.85 ms [2022-03-31 02:49:01 main:574] : INFO : Epoch 1604 | loss: 0.0311031 | val_loss: 0.0311367 | Time: 1670.25 ms [2022-03-31 02:49:03 main:574] : INFO : Epoch 1605 | loss: 0.0311019 | val_loss: 0.0311307 | Time: 1654.73 ms [2022-03-31 02:49:05 main:574] : INFO : Epoch 1606 | loss: 0.031103 | val_loss: 0.0311301 | Time: 1639.85 ms [2022-03-31 02:49:06 main:574] : INFO : Epoch 1607 | loss: 0.0311019 | val_loss: 0.0311368 | Time: 1667.63 ms [2022-03-31 02:49:08 main:574] : INFO : Epoch 1608 | loss: 0.0311018 | val_loss: 0.0311283 | Time: 1656.15 ms [2022-03-31 02:49:10 main:574] : INFO : Epoch 1609 | loss: 0.0311007 | val_loss: 0.0311268 | Time: 1656.55 ms [2022-03-31 02:49:11 main:574] : INFO : Epoch 1610 | loss: 0.0311056 | val_loss: 0.0311287 | Time: 1653.35 ms [2022-03-31 02:49:13 main:574] : INFO : Epoch 1611 | loss: 0.0311008 | val_loss: 0.0311296 | Time: 1640.4 ms [2022-03-31 02:49:15 main:574] : INFO : Epoch 1612 | loss: 0.0310983 | val_loss: 0.0311322 | Time: 1659.28 ms [2022-03-31 02:49:16 main:574] : INFO : Epoch 1613 | loss: 0.0310979 | val_loss: 0.0311342 | Time: 1652.11 ms [2022-03-31 02:49:18 main:574] : INFO : Epoch 1614 | loss: 0.0311021 | val_loss: 0.0311362 | Time: 1632.87 ms [2022-03-31 02:49:20 main:574] : INFO : Epoch 1615 | loss: 0.0311022 | val_loss: 0.0311293 | Time: 1659.12 ms [2022-03-31 02:49:21 main:574] : INFO : Epoch 1616 | loss: 0.0310993 | val_loss: 0.0311311 | Time: 1658.18 ms [2022-03-31 02:49:23 main:574] : INFO : Epoch 1617 | loss: 0.0311005 | val_loss: 0.0311325 | Time: 1653.65 ms [2022-03-31 02:49:25 main:574] : INFO : Epoch 1618 | loss: 0.0310989 | val_loss: 0.0311327 | Time: 1643.04 ms [2022-03-31 02:49:26 main:574] : INFO : Epoch 1619 | loss: 0.0310972 | val_loss: 0.031132 | Time: 1651.18 ms [2022-03-31 02:49:28 main:574] : INFO : Epoch 1620 | loss: 0.0310951 | val_loss: 0.0311355 | Time: 1660.57 ms [2022-03-31 02:49:30 main:574] : INFO : Epoch 1621 | loss: 0.0310979 | val_loss: 0.0311348 | Time: 1659.07 ms [2022-03-31 02:49:31 main:574] : INFO : Epoch 1622 | loss: 0.0311002 | val_loss: 0.0311379 | Time: 1658.99 ms [2022-03-31 02:49:33 main:574] : INFO : Epoch 1623 | loss: 0.0310976 | val_loss: 0.031135 | Time: 1670.27 ms [2022-03-31 02:49:35 main:574] : INFO : Epoch 1624 | loss: 0.0310977 | val_loss: 0.0311291 | Time: 1661.14 ms [2022-03-31 02:49:36 main:574] : INFO : Epoch 1625 | loss: 0.0311002 | val_loss: 0.031133 | Time: 1654.2 ms [2022-03-31 02:49:38 main:574] : INFO : Epoch 1626 | loss: 0.031097 | val_loss: 0.0311293 | Time: 1661.33 ms [2022-03-31 02:49:40 main:574] : INFO : Epoch 1627 | loss: 0.0310947 | val_loss: 0.0311325 | Time: 1658.55 ms [2022-03-31 02:49:41 main:574] : INFO : Epoch 1628 | loss: 0.0310964 | val_loss: 0.0311298 | Time: 1664.06 ms [2022-03-31 02:49:43 main:574] : INFO : Epoch 1629 | loss: 0.0310966 | val_loss: 0.0311351 | Time: 1659.2 ms [2022-03-31 02:49:45 main:574] : INFO : Epoch 1630 | loss: 0.0310966 | val_loss: 0.03113 | Time: 1641.75 ms [2022-03-31 02:49:46 main:574] : INFO : Epoch 1631 | loss: 0.0310997 | val_loss: 0.0311349 | Time: 1656.79 ms [2022-03-31 02:49:48 main:574] : INFO : Epoch 1632 | loss: 0.0311058 | val_loss: 0.0311273 | Time: 1666.58 ms [2022-03-31 02:49:50 main:574] : INFO : Epoch 1633 | loss: 0.0311187 | val_loss: 0.0311568 | Time: 1645.02 ms [2022-03-31 02:49:51 main:574] : INFO : Epoch 1634 | loss: 0.0311406 | val_loss: 0.0311469 | Time: 1664.51 ms [2022-03-31 02:49:53 main:574] : INFO : Epoch 1635 | loss: 0.0311363 | val_loss: 0.0311427 | Time: 1664.86 ms [2022-03-31 02:49:54 main:574] : INFO : Epoch 1636 | loss: 0.031133 | val_loss: 0.031149 | Time: 1635.08 ms [2022-03-31 02:49:56 main:574] : INFO : Epoch 1637 | loss: 0.0311298 | val_loss: 0.031147 | Time: 1656.69 ms [2022-03-31 02:49:58 main:574] : INFO : Epoch 1638 | loss: 0.0311225 | val_loss: 0.0311415 | Time: 1654.12 ms [2022-03-31 02:49:59 main:574] : INFO : Epoch 1639 | loss: 0.0311193 | val_loss: 0.0311416 | Time: 1657.29 ms [2022-03-31 02:50:01 main:574] : INFO : Epoch 1640 | loss: 0.0311177 | val_loss: 0.0311394 | Time: 1647.18 ms [2022-03-31 02:50:03 main:574] : INFO : Epoch 1641 | loss: 0.0311188 | val_loss: 0.0311405 | Time: 1648.2 ms [2022-03-31 02:50:04 main:574] : INFO : Epoch 1642 | loss: 0.0311177 | val_loss: 0.0311415 | Time: 1647.15 ms [2022-03-31 02:50:06 main:574] : INFO : Epoch 1643 | loss: 0.0311171 | val_loss: 0.0311398 | Time: 1666.98 ms [2022-03-31 02:50:08 main:574] : INFO : Epoch 1644 | loss: 0.0311166 | val_loss: 0.0311316 | Time: 1666.26 ms [2022-03-31 02:50:09 main:574] : INFO : Epoch 1645 | loss: 0.0311133 | val_loss: 0.0311376 | Time: 1650.21 ms [2022-03-31 02:50:11 main:574] : INFO : Epoch 1646 | loss: 0.0311174 | val_loss: 0.0311335 | Time: 1642.59 ms [2022-03-31 02:50:13 main:574] : INFO : Epoch 1647 | loss: 0.0311173 | val_loss: 0.0311379 | Time: 1671.23 ms [2022-03-31 02:50:14 main:574] : INFO : Epoch 1648 | loss: 0.0311178 | val_loss: 0.0311326 | Time: 1661.21 ms [2022-03-31 02:50:16 main:574] : INFO : Epoch 1649 | loss: 0.0311217 | val_loss: 0.0311453 | Time: 1642.31 ms [2022-03-31 02:50:18 main:574] : INFO : Epoch 1650 | loss: 0.0311206 | val_loss: 0.0311334 | Time: 1654.24 ms [2022-03-31 02:50:19 main:574] : INFO : Epoch 1651 | loss: 0.0311141 | val_loss: 0.031135 | Time: 1667.27 ms [2022-03-31 02:50:21 main:574] : INFO : Epoch 1652 | loss: 0.0311128 | val_loss: 0.0311458 | Time: 1657.25 ms [2022-03-31 02:50:23 main:574] : INFO : Epoch 1653 | loss: 0.0311092 | val_loss: 0.0311348 | Time: 1651.97 ms [2022-03-31 02:50:24 main:574] : INFO : Epoch 1654 | loss: 0.0311108 | val_loss: 0.0311341 | Time: 1638.47 ms [2022-03-31 02:50:26 main:574] : INFO : Epoch 1655 | loss: 0.0311066 | val_loss: 0.0311359 | Time: 1659.7 ms [2022-03-31 02:50:28 main:574] : INFO : Epoch 1656 | loss: 0.0311072 | val_loss: 0.0311315 | Time: 1660.64 ms [2022-03-31 02:50:29 main:574] : INFO : Epoch 1657 | loss: 0.0311043 | val_loss: 0.0311379 | Time: 1656.25 ms [2022-03-31 02:50:31 main:574] : INFO : Epoch 1658 | loss: 0.0311058 | val_loss: 0.031136 | Time: 1657.44 ms [2022-03-31 02:50:33 main:574] : INFO : Epoch 1659 | loss: 0.031109 | val_loss: 0.0311306 | Time: 1661.45 ms [2022-03-31 02:50:34 main:574] : INFO : Epoch 1660 | loss: 0.0311065 | val_loss: 0.03113 | Time: 1660.24 ms [2022-03-31 02:50:36 main:574] : INFO : Epoch 1661 | loss: 0.0311084 | val_loss: 0.0311368 | Time: 1649.7 ms [2022-03-31 02:50:38 main:574] : INFO : Epoch 1662 | loss: 0.0311061 | val_loss: 0.0311352 | Time: 1653.55 ms [2022-03-31 02:50:39 main:574] : INFO : Epoch 1663 | loss: 0.0311048 | val_loss: 0.0311347 | Time: 1657.32 ms [2022-03-31 02:50:41 main:574] : INFO : Epoch 1664 | loss: 0.0311054 | val_loss: 0.031132 | Time: 1652.13 ms [2022-03-31 02:50:43 main:574] : INFO : Epoch 1665 | loss: 0.0311053 | val_loss: 0.0311313 | Time: 1655.68 ms [2022-03-31 02:50:44 main:574] : INFO : Epoch 1666 | loss: 0.0311015 | val_loss: 0.0311365 | Time: 1653.02 ms [2022-03-31 02:50:46 main:574] : INFO : Epoch 1667 | loss: 0.0311005 | val_loss: 0.0311322 | Time: 1658.62 ms [2022-03-31 02:50:48 main:574] : INFO : Epoch 1668 | loss: 0.0311051 | val_loss: 0.0311315 | Time: 1657.11 ms [2022-03-31 02:50:49 main:574] : INFO : Epoch 1669 | loss: 0.0311045 | val_loss: 0.0311332 | Time: 1648.97 ms [2022-03-31 02:50:51 main:574] : INFO : Epoch 1670 | loss: 0.0311035 | val_loss: 0.0311372 | Time: 1652.32 ms [2022-03-31 02:50:53 main:574] : INFO : Epoch 1671 | loss: 0.0311 | val_loss: 0.0311334 | Time: 1658.1 ms [2022-03-31 02:50:54 main:574] : INFO : Epoch 1672 | loss: 0.0311023 | val_loss: 0.0311424 | Time: 1653.3 ms [2022-03-31 02:50:56 main:574] : INFO : Epoch 1673 | loss: 0.0311388 | val_loss: 0.0311478 | Time: 1643.37 ms [2022-03-31 02:50:58 main:574] : INFO : Epoch 1674 | loss: 0.031138 | val_loss: 0.0311439 | Time: 1663.32 ms [2022-03-31 02:50:59 main:574] : INFO : Epoch 1675 | loss: 0.031131 | val_loss: 0.0311326 | Time: 1658.48 ms [2022-03-31 02:51:01 main:574] : INFO : Epoch 1676 | loss: 0.0311236 | val_loss: 0.0311355 | Time: 1658.63 ms [2022-03-31 02:51:03 main:574] : INFO : Epoch 1677 | loss: 0.0311197 | val_loss: 0.0311343 | Time: 1662.89 ms [2022-03-31 02:51:04 main:574] : INFO : Epoch 1678 | loss: 0.0311181 | val_loss: 0.0311339 | Time: 1638.69 ms [2022-03-31 02:51:06 main:574] : INFO : Epoch 1679 | loss: 0.031113 | val_loss: 0.0311337 | Time: 1662.87 ms [2022-03-31 02:51:08 main:574] : INFO : Epoch 1680 | loss: 0.0311184 | val_loss: 0.0311353 | Time: 1668.76 ms [2022-03-31 02:51:09 main:574] : INFO : Epoch 1681 | loss: 0.0311155 | val_loss: 0.0311342 | Time: 1651.86 ms [2022-03-31 02:51:11 main:574] : INFO : Epoch 1682 | loss: 0.0311103 | val_loss: 0.0311278 | Time: 1652.36 ms [2022-03-31 02:51:12 main:574] : INFO : Epoch 1683 | loss: 0.0311097 | val_loss: 0.0311322 | Time: 1651.24 ms [2022-03-31 02:51:14 main:574] : INFO : Epoch 1684 | loss: 0.0311079 | val_loss: 0.0311277 | Time: 1644.36 ms [2022-03-31 02:51:16 main:574] : INFO : Epoch 1685 | loss: 0.0311062 | val_loss: 0.0311292 | Time: 1672.8 ms [2022-03-31 02:51:17 main:574] : INFO : Epoch 1686 | loss: 0.0311084 | val_loss: 0.0311293 | Time: 1659.86 ms [2022-03-31 02:51:19 main:574] : INFO : Epoch 1687 | loss: 0.0311043 | val_loss: 0.0311298 | Time: 1670.98 ms [2022-03-31 02:51:21 main:574] : INFO : Epoch 1688 | loss: 0.0311045 | val_loss: 0.031131 | Time: 1657.85 ms [2022-03-31 02:51:22 main:574] : INFO : Epoch 1689 | loss: 0.0311028 | val_loss: 0.031132 | Time: 1645.78 ms [2022-03-31 02:51:24 main:574] : INFO : Epoch 1690 | loss: 0.0311018 | val_loss: 0.0311307 | Time: 1656.92 ms [2022-03-31 02:51:26 main:574] : INFO : Epoch 1691 | loss: 0.0311 | val_loss: 0.0311294 | Time: 1660.34 ms [2022-03-31 02:51:27 main:574] : INFO : Epoch 1692 | loss: 0.0310991 | val_loss: 0.0311308 | Time: 1651.38 ms [2022-03-31 02:51:29 main:574] : INFO : Epoch 1693 | loss: 0.0311042 | val_loss: 0.0311301 | Time: 1663.51 ms [2022-03-31 02:51:31 main:574] : INFO : Epoch 1694 | loss: 0.0311049 | val_loss: 0.0311352 | Time: 1652.73 ms [2022-03-31 02:51:32 main:574] : INFO : Epoch 1695 | loss: 0.0311024 | val_loss: 0.0311321 | Time: 1657.23 ms [2022-03-31 02:51:34 main:574] : INFO : Epoch 1696 | loss: 0.0310996 | val_loss: 0.0311314 | Time: 1644.39 ms [2022-03-31 02:51:36 main:574] : INFO : Epoch 1697 | loss: 0.0310999 | val_loss: 0.0311328 | Time: 1642.63 ms [2022-03-31 02:51:37 main:574] : INFO : Epoch 1698 | loss: 0.0310984 | val_loss: 0.0311293 | Time: 1647.51 ms [2022-03-31 02:51:39 main:574] : INFO : Epoch 1699 | loss: 0.0311007 | val_loss: 0.0311331 | Time: 1658.66 ms [2022-03-31 02:51:41 main:574] : INFO : Epoch 1700 | loss: 0.0310989 | val_loss: 0.0311309 | Time: 1663.55 ms [2022-03-31 02:51:42 main:574] : INFO : Epoch 1701 | loss: 0.0310997 | val_loss: 0.03113 | Time: 1653.71 ms [2022-03-31 02:51:44 main:574] : INFO : Epoch 1702 | loss: 0.0311011 | val_loss: 0.0311311 | Time: 1654.89 ms [2022-03-31 02:51:46 main:574] : INFO : Epoch 1703 | loss: 0.0311012 | val_loss: 0.0311282 | Time: 1657.54 ms [2022-03-31 02:51:47 main:574] : INFO : Epoch 1704 | loss: 0.0310995 | val_loss: 0.0311343 | Time: 1664.44 ms [2022-03-31 02:51:49 main:574] : INFO : Epoch 1705 | loss: 0.0310969 | val_loss: 0.0311309 | Time: 1656.51 ms [2022-03-31 02:51:51 main:574] : INFO : Epoch 1706 | loss: 0.0310972 | val_loss: 0.0311334 | Time: 1651.17 ms [2022-03-31 02:51:52 main:574] : INFO : Epoch 1707 | loss: 0.0310954 | val_loss: 0.0311288 | Time: 1651.06 ms [2022-03-31 02:51:54 main:574] : INFO : Epoch 1708 | loss: 0.0310978 | val_loss: 0.0311353 | Time: 1663.88 ms [2022-03-31 02:51:56 main:574] : INFO : Epoch 1709 | loss: 0.0310955 | val_loss: 0.0311305 | Time: 1641.26 ms [2022-03-31 02:51:57 main:574] : INFO : Epoch 1710 | loss: 0.0310958 | val_loss: 0.0311316 | Time: 1655.03 ms [2022-03-31 02:51:59 main:574] : INFO : Epoch 1711 | loss: 0.0310969 | val_loss: 0.0311291 | Time: 1663.52 ms [2022-03-31 02:52:01 main:574] : INFO : Epoch 1712 | loss: 0.0310977 | val_loss: 0.0311343 | Time: 1659.08 ms [2022-03-31 02:52:02 main:574] : INFO : Epoch 1713 | loss: 0.0310955 | val_loss: 0.0311324 | Time: 1663.39 ms [2022-03-31 02:52:04 main:574] : INFO : Epoch 1714 | loss: 0.0310934 | val_loss: 0.0311344 | Time: 1657.87 ms [2022-03-31 02:52:06 main:574] : INFO : Epoch 1715 | loss: 0.0310954 | val_loss: 0.0311394 | Time: 1655.19 ms [2022-03-31 02:52:07 main:574] : INFO : Epoch 1716 | loss: 0.0310967 | val_loss: 0.0311373 | Time: 1657.07 ms [2022-03-31 02:52:09 main:574] : INFO : Epoch 1717 | loss: 0.0310946 | val_loss: 0.0311322 | Time: 1646.05 ms [2022-03-31 02:52:11 main:574] : INFO : Epoch 1718 | loss: 0.0310939 | val_loss: 0.0311371 | Time: 1653.08 ms [2022-03-31 02:52:12 main:574] : INFO : Epoch 1719 | loss: 0.0310987 | val_loss: 0.0311383 | Time: 1667.45 ms [2022-03-31 02:52:14 main:574] : INFO : Epoch 1720 | loss: 0.0311009 | val_loss: 0.0311423 | Time: 1662.52 ms [2022-03-31 02:52:16 main:574] : INFO : Epoch 1721 | loss: 0.0311064 | val_loss: 0.0311413 | Time: 1655.92 ms [2022-03-31 02:52:17 main:574] : INFO : Epoch 1722 | loss: 0.0311003 | val_loss: 0.0311472 | Time: 1657.34 ms [2022-03-31 02:52:19 main:574] : INFO : Epoch 1723 | loss: 0.0311013 | val_loss: 0.0311357 | Time: 1652.47 ms [2022-03-31 02:52:21 main:574] : INFO : Epoch 1724 | loss: 0.0311017 | val_loss: 0.0311417 | Time: 1667.13 ms [2022-03-31 02:52:22 main:574] : INFO : Epoch 1725 | loss: 0.0311017 | val_loss: 0.0311385 | Time: 1650.32 ms [2022-03-31 02:52:24 main:574] : INFO : Epoch 1726 | loss: 0.0311009 | val_loss: 0.0311332 | Time: 1659.11 ms [2022-03-31 02:52:26 main:574] : INFO : Epoch 1727 | loss: 0.0311065 | val_loss: 0.0311389 | Time: 1664.36 ms [2022-03-31 02:52:27 main:574] : INFO : Epoch 1728 | loss: 0.0311061 | val_loss: 0.031138 | Time: 1668.31 ms [2022-03-31 02:52:29 main:574] : INFO : Epoch 1729 | loss: 0.0311038 | val_loss: 0.0311385 | Time: 1660.44 ms [2022-03-31 02:52:31 main:574] : INFO : Epoch 1730 | loss: 0.0311045 | val_loss: 0.0311374 | Time: 1637.25 ms [2022-03-31 02:52:32 main:574] : INFO : Epoch 1731 | loss: 0.0311059 | val_loss: 0.0311535 | Time: 1654.58 ms [2022-03-31 02:52:34 main:574] : INFO : Epoch 1732 | loss: 0.0311094 | val_loss: 0.0311385 | Time: 1649.69 ms [2022-03-31 02:52:35 main:574] : INFO : Epoch 1733 | loss: 0.0311012 | val_loss: 0.0311403 | Time: 1657.01 ms [2022-03-31 02:52:37 main:574] : INFO : Epoch 1734 | loss: 0.0310969 | val_loss: 0.0311364 | Time: 1660.36 ms [2022-03-31 02:52:39 main:574] : INFO : Epoch 1735 | loss: 0.0310935 | val_loss: 0.0311376 | Time: 1665.14 ms [2022-03-31 02:52:40 main:574] : INFO : Epoch 1736 | loss: 0.0310939 | val_loss: 0.0311444 | Time: 1658.53 ms [2022-03-31 02:52:42 main:574] : INFO : Epoch 1737 | loss: 0.0310959 | val_loss: 0.0311341 | Time: 1653.83 ms [2022-03-31 02:52:44 main:574] : INFO : Epoch 1738 | loss: 0.0310982 | val_loss: 0.0311358 | Time: 1651.84 ms [2022-03-31 02:52:45 main:574] : INFO : Epoch 1739 | loss: 0.0311013 | val_loss: 0.0311336 | Time: 1657.25 ms [2022-03-31 02:52:47 main:574] : INFO : Epoch 1740 | loss: 0.031098 | val_loss: 0.0311435 | Time: 1659.2 ms [2022-03-31 02:52:49 main:574] : INFO : Epoch 1741 | loss: 0.0311 | val_loss: 0.0311287 | Time: 1656.85 ms [2022-03-31 02:52:50 main:574] : INFO : Epoch 1742 | loss: 0.0310976 | val_loss: 0.0311338 | Time: 1649.9 ms [2022-03-31 02:52:52 main:574] : INFO : Epoch 1743 | loss: 0.031098 | val_loss: 0.0311281 | Time: 1657.86 ms [2022-03-31 02:52:54 main:574] : INFO : Epoch 1744 | loss: 0.031096 | val_loss: 0.0311316 | Time: 1647.76 ms [2022-03-31 02:52:55 main:574] : INFO : Epoch 1745 | loss: 0.031097 | val_loss: 0.0311308 | Time: 1662.17 ms [2022-03-31 02:52:57 main:574] : INFO : Epoch 1746 | loss: 0.0311012 | val_loss: 0.0311278 | Time: 1651.5 ms [2022-03-31 02:52:59 main:574] : INFO : Epoch 1747 | loss: 0.0311005 | val_loss: 0.0311361 | Time: 1663.47 ms [2022-03-31 02:53:00 main:574] : INFO : Epoch 1748 | loss: 0.0311017 | val_loss: 0.0311288 | Time: 1665.89 ms [2022-03-31 02:53:02 main:574] : INFO : Epoch 1749 | loss: 0.0310969 | val_loss: 0.031128 | Time: 1658.31 ms [2022-03-31 02:53:04 main:574] : INFO : Epoch 1750 | loss: 0.0310948 | val_loss: 0.0311319 | Time: 1654.49 ms [2022-03-31 02:53:05 main:574] : INFO : Epoch 1751 | loss: 0.0310943 | val_loss: 0.0311297 | Time: 1652.62 ms [2022-03-31 02:53:07 main:574] : INFO : Epoch 1752 | loss: 0.0310971 | val_loss: 0.0311323 | Time: 1661.23 ms [2022-03-31 02:53:09 main:574] : INFO : Epoch 1753 | loss: 0.0310961 | val_loss: 0.0311331 | Time: 1653.57 ms [2022-03-31 02:53:10 main:574] : INFO : Epoch 1754 | loss: 0.031097 | val_loss: 0.0311333 | Time: 1651.31 ms [2022-03-31 02:53:12 main:574] : INFO : Epoch 1755 | loss: 0.0310939 | val_loss: 0.0311343 | Time: 1661.08 ms [2022-03-31 02:53:14 main:574] : INFO : Epoch 1756 | loss: 0.0310932 | val_loss: 0.0311394 | Time: 1665.86 ms [2022-03-31 02:53:15 main:574] : INFO : Epoch 1757 | loss: 0.0310937 | val_loss: 0.0311381 | Time: 1635.35 ms [2022-03-31 02:53:17 main:574] : INFO : Epoch 1758 | loss: 0.031094 | val_loss: 0.0311365 | Time: 1658.08 ms [2022-03-31 02:53:19 main:574] : INFO : Epoch 1759 | loss: 0.0310919 | val_loss: 0.0311353 | Time: 1663.06 ms [2022-03-31 02:53:20 main:574] : INFO : Epoch 1760 | loss: 0.0310928 | val_loss: 0.0311391 | Time: 1656.8 ms [2022-03-31 02:53:22 main:574] : INFO : Epoch 1761 | loss: 0.0310947 | val_loss: 0.0311379 | Time: 1646.73 ms [2022-03-31 02:53:24 main:574] : INFO : Epoch 1762 | loss: 0.0310937 | val_loss: 0.0311332 | Time: 1672.7 ms [2022-03-31 02:53:25 main:574] : INFO : Epoch 1763 | loss: 0.0310933 | val_loss: 0.0311365 | Time: 1650.23 ms [2022-03-31 02:53:27 main:574] : INFO : Epoch 1764 | loss: 0.0310911 | val_loss: 0.0311318 | Time: 1647.18 ms [2022-03-31 02:53:29 main:574] : INFO : Epoch 1765 | loss: 0.0310909 | val_loss: 0.0311317 | Time: 1662.86 ms [2022-03-31 02:53:30 main:574] : INFO : Epoch 1766 | loss: 0.0310898 | val_loss: 0.0311332 | Time: 1645.68 ms [2022-03-31 02:53:32 main:574] : INFO : Epoch 1767 | loss: 0.0310885 | val_loss: 0.0311495 | Time: 1659.81 ms [2022-03-31 02:53:34 main:574] : INFO : Epoch 1768 | loss: 0.0310896 | val_loss: 0.0311333 | Time: 1660.47 ms [2022-03-31 02:53:35 main:574] : INFO : Epoch 1769 | loss: 0.0310877 | val_loss: 0.0311426 | Time: 1650.59 ms [2022-03-31 02:53:37 main:574] : INFO : Epoch 1770 | loss: 0.0310856 | val_loss: 0.0311345 | Time: 1649.76 ms [2022-03-31 02:53:39 main:574] : INFO : Epoch 1771 | loss: 0.0310857 | val_loss: 0.0311376 | Time: 1662.24 ms [2022-03-31 02:53:40 main:574] : INFO : Epoch 1772 | loss: 0.0310864 | val_loss: 0.0311394 | Time: 1637.71 ms [2022-03-31 02:53:42 main:574] : INFO : Epoch 1773 | loss: 0.0310844 | val_loss: 0.0311346 | Time: 1641.22 ms [2022-03-31 02:53:44 main:574] : INFO : Epoch 1774 | loss: 0.0310877 | val_loss: 0.0311461 | Time: 1663.36 ms [2022-03-31 02:53:45 main:574] : INFO : Epoch 1775 | loss: 0.031091 | val_loss: 0.0311375 | Time: 1656.74 ms [2022-03-31 02:53:47 main:574] : INFO : Epoch 1776 | loss: 0.0310899 | val_loss: 0.0311349 | Time: 1645.98 ms [2022-03-31 02:53:48 main:574] : INFO : Epoch 1777 | loss: 0.0310853 | val_loss: 0.0311417 | Time: 1666.06 ms [2022-03-31 02:53:50 main:574] : INFO : Epoch 1778 | loss: 0.031086 | val_loss: 0.0311354 | Time: 1649.84 ms [2022-03-31 02:53:52 main:574] : INFO : Epoch 1779 | loss: 0.0310875 | val_loss: 0.0311373 | Time: 1660.57 ms [2022-03-31 02:53:53 main:574] : INFO : Epoch 1780 | loss: 0.0310923 | val_loss: 0.0311396 | Time: 1659.54 ms [2022-03-31 02:53:55 main:574] : INFO : Epoch 1781 | loss: 0.031093 | val_loss: 0.0311355 | Time: 1649.83 ms [2022-03-31 02:53:57 main:574] : INFO : Epoch 1782 | loss: 0.0310898 | val_loss: 0.0311405 | Time: 1663.45 ms [2022-03-31 02:53:58 main:574] : INFO : Epoch 1783 | loss: 0.0310909 | val_loss: 0.0311356 | Time: 1667.83 ms [2022-03-31 02:54:00 main:574] : INFO : Epoch 1784 | loss: 0.0310888 | val_loss: 0.0311369 | Time: 1663 ms [2022-03-31 02:54:02 main:574] : INFO : Epoch 1785 | loss: 0.0310926 | val_loss: 0.0311367 | Time: 1657.83 ms [2022-03-31 02:54:03 main:574] : INFO : Epoch 1786 | loss: 0.0310961 | val_loss: 0.031132 | Time: 1658.75 ms [2022-03-31 02:54:05 main:574] : INFO : Epoch 1787 | loss: 0.0310957 | val_loss: 0.0311282 | Time: 1662.72 ms [2022-03-31 02:54:07 main:574] : INFO : Epoch 1788 | loss: 0.0310972 | val_loss: 0.0311344 | Time: 1654.01 ms [2022-03-31 02:54:08 main:574] : INFO : Epoch 1789 | loss: 0.0310919 | val_loss: 0.031135 | Time: 1655.26 ms [2022-03-31 02:54:10 main:574] : INFO : Epoch 1790 | loss: 0.0310909 | val_loss: 0.0311314 | Time: 1655.98 ms [2022-03-31 02:54:12 main:574] : INFO : Epoch 1791 | loss: 0.0310877 | val_loss: 0.0311384 | Time: 1647.69 ms [2022-03-31 02:54:13 main:574] : INFO : Epoch 1792 | loss: 0.0310881 | val_loss: 0.0311386 | Time: 1657.17 ms [2022-03-31 02:54:15 main:574] : INFO : Epoch 1793 | loss: 0.0310875 | val_loss: 0.0311366 | Time: 1649.62 ms [2022-03-31 02:54:17 main:574] : INFO : Epoch 1794 | loss: 0.0310897 | val_loss: 0.0311374 | Time: 1656.19 ms [2022-03-31 02:54:18 main:574] : INFO : Epoch 1795 | loss: 0.0311213 | val_loss: 0.0311391 | Time: 1679.83 ms [2022-03-31 02:54:20 main:574] : INFO : Epoch 1796 | loss: 0.031119 | val_loss: 0.0311488 | Time: 1650.29 ms [2022-03-31 02:54:22 main:574] : INFO : Epoch 1797 | loss: 0.0311146 | val_loss: 0.0311338 | Time: 1641.1 ms [2022-03-31 02:54:23 main:574] : INFO : Epoch 1798 | loss: 0.0311121 | val_loss: 0.031132 | Time: 1662.56 ms [2022-03-31 02:54:25 main:574] : INFO : Epoch 1799 | loss: 0.0311069 | val_loss: 0.0311352 | Time: 1651.05 ms [2022-03-31 02:54:27 main:574] : INFO : Epoch 1800 | loss: 0.0311072 | val_loss: 0.0311332 | Time: 1647.73 ms [2022-03-31 02:54:28 main:574] : INFO : Epoch 1801 | loss: 0.0311047 | val_loss: 0.0311296 | Time: 1646.77 ms [2022-03-31 02:54:30 main:574] : INFO : Epoch 1802 | loss: 0.031098 | val_loss: 0.0311318 | Time: 1666.23 ms [2022-03-31 02:54:32 main:574] : INFO : Epoch 1803 | loss: 0.0310991 | val_loss: 0.031135 | Time: 1652.15 ms [2022-03-31 02:54:33 main:574] : INFO : Epoch 1804 | loss: 0.0310986 | val_loss: 0.0311332 | Time: 1655.43 ms [2022-03-31 02:54:35 main:574] : INFO : Epoch 1805 | loss: 0.0310965 | val_loss: 0.0311314 | Time: 1657.37 ms [2022-03-31 02:54:37 main:574] : INFO : Epoch 1806 | loss: 0.0310944 | val_loss: 0.0311309 | Time: 1657.36 ms [2022-03-31 02:54:38 main:574] : INFO : Epoch 1807 | loss: 0.0310975 | val_loss: 0.0311325 | Time: 1669.4 ms [2022-03-31 02:54:40 main:574] : INFO : Epoch 1808 | loss: 0.0310996 | val_loss: 0.0311389 | Time: 1656.77 ms [2022-03-31 02:54:42 main:574] : INFO : Epoch 1809 | loss: 0.0310981 | val_loss: 0.0311333 | Time: 1665.13 ms [2022-03-31 02:54:43 main:574] : INFO : Epoch 1810 | loss: 0.0310956 | val_loss: 0.0311318 | Time: 1651.01 ms [2022-03-31 02:54:45 main:574] : INFO : Epoch 1811 | loss: 0.0310924 | val_loss: 0.0311404 | Time: 1657.51 ms [2022-03-31 02:54:47 main:574] : INFO : Epoch 1812 | loss: 0.0310928 | val_loss: 0.0311382 | Time: 1659.8 ms [2022-03-31 02:54:48 main:574] : INFO : Epoch 1813 | loss: 0.0310883 | val_loss: 0.0311385 | Time: 1664.15 ms [2022-03-31 02:54:50 main:574] : INFO : Epoch 1814 | loss: 0.0310911 | val_loss: 0.0311363 | Time: 1650.09 ms [2022-03-31 02:54:52 main:574] : INFO : Epoch 1815 | loss: 0.0310899 | val_loss: 0.0311331 | Time: 1664.11 ms [2022-03-31 02:54:53 main:574] : INFO : Epoch 1816 | loss: 0.0310882 | val_loss: 0.0311374 | Time: 1674.51 ms [2022-03-31 02:54:55 main:574] : INFO : Epoch 1817 | loss: 0.0310901 | val_loss: 0.031133 | Time: 1649.4 ms [2022-03-31 02:54:57 main:574] : INFO : Epoch 1818 | loss: 0.0310897 | val_loss: 0.0311446 | Time: 1649.3 ms [2022-03-31 02:54:58 main:574] : INFO : Epoch 1819 | loss: 0.03109 | val_loss: 0.0311449 | Time: 1660.37 ms [2022-03-31 02:55:00 main:574] : INFO : Epoch 1820 | loss: 0.0310931 | val_loss: 0.0311352 | Time: 1653.83 ms [2022-03-31 02:55:02 main:574] : INFO : Epoch 1821 | loss: 0.0310941 | val_loss: 0.031144 | Time: 1666.46 ms [2022-03-31 02:55:03 main:574] : INFO : Epoch 1822 | loss: 0.0310897 | val_loss: 0.0311439 | Time: 1664.26 ms [2022-03-31 02:55:05 main:574] : INFO : Epoch 1823 | loss: 0.0310893 | val_loss: 0.0311468 | Time: 1654.5 ms [2022-03-31 02:55:07 main:574] : INFO : Epoch 1824 | loss: 0.031086 | val_loss: 0.031143 | Time: 1661.65 ms [2022-03-31 02:55:08 main:574] : INFO : Epoch 1825 | loss: 0.0310866 | val_loss: 0.0311359 | Time: 1659.11 ms [2022-03-31 02:55:10 main:574] : INFO : Epoch 1826 | loss: 0.0310847 | val_loss: 0.0311298 | Time: 1647.45 ms [2022-03-31 02:55:12 main:574] : INFO : Epoch 1827 | loss: 0.0310888 | val_loss: 0.0311333 | Time: 1661.96 ms [2022-03-31 02:55:13 main:574] : INFO : Epoch 1828 | loss: 0.0310928 | val_loss: 0.0311295 | Time: 1654.63 ms [2022-03-31 02:55:15 main:574] : INFO : Epoch 1829 | loss: 0.0310907 | val_loss: 0.0311321 | Time: 1657.15 ms [2022-03-31 02:55:17 main:574] : INFO : Epoch 1830 | loss: 0.0310901 | val_loss: 0.0311403 | Time: 1656.92 ms [2022-03-31 02:55:18 main:574] : INFO : Epoch 1831 | loss: 0.0310865 | val_loss: 0.0311387 | Time: 1650.32 ms [2022-03-31 02:55:20 main:574] : INFO : Epoch 1832 | loss: 0.0310875 | val_loss: 0.0311314 | Time: 1655.5 ms [2022-03-31 02:55:22 main:574] : INFO : Epoch 1833 | loss: 0.0310847 | val_loss: 0.0311387 | Time: 1645.33 ms [2022-03-31 02:55:23 main:574] : INFO : Epoch 1834 | loss: 0.031084 | val_loss: 0.0311368 | Time: 1657.25 ms [2022-03-31 02:55:25 main:574] : INFO : Epoch 1835 | loss: 0.0310939 | val_loss: 0.0311409 | Time: 1659.62 ms [2022-03-31 02:55:27 main:574] : INFO : Epoch 1836 | loss: 0.0310906 | val_loss: 0.0311359 | Time: 1662.15 ms [2022-03-31 02:55:28 main:574] : INFO : Epoch 1837 | loss: 0.0310864 | val_loss: 0.0311306 | Time: 1645.15 ms [2022-03-31 02:55:30 main:574] : INFO : Epoch 1838 | loss: 0.0310912 | val_loss: 0.031129 | Time: 1660.2 ms [2022-03-31 02:55:31 main:574] : INFO : Epoch 1839 | loss: 0.0310932 | val_loss: 0.0311249 | Time: 1665.58 ms [2022-03-31 02:55:33 main:574] : INFO : Epoch 1840 | loss: 0.0310902 | val_loss: 0.0311371 | Time: 1659.1 ms [2022-03-31 02:55:35 main:574] : INFO : Epoch 1841 | loss: 0.0310876 | val_loss: 0.031133 | Time: 1647.24 ms [2022-03-31 02:55:36 main:574] : INFO : Epoch 1842 | loss: 0.0310879 | val_loss: 0.0311334 | Time: 1656.84 ms [2022-03-31 02:55:38 main:574] : INFO : Epoch 1843 | loss: 0.03109 | val_loss: 0.0311376 | Time: 1663.38 ms [2022-03-31 02:55:40 main:574] : INFO : Epoch 1844 | loss: 0.0310871 | val_loss: 0.0311336 | Time: 1647.73 ms [2022-03-31 02:55:41 main:574] : INFO : Epoch 1845 | loss: 0.0310893 | val_loss: 0.0311295 | Time: 1646.58 ms [2022-03-31 02:55:43 main:574] : INFO : Epoch 1846 | loss: 0.0310937 | val_loss: 0.0311374 | Time: 1660.08 ms [2022-03-31 02:55:45 main:574] : INFO : Epoch 1847 | loss: 0.0311019 | val_loss: 0.0311631 | Time: 1661.74 ms [2022-03-31 02:55:46 main:574] : INFO : Epoch 1848 | loss: 0.0317554 | val_loss: 0.033015 | Time: 1652.75 ms [2022-03-31 02:55:48 main:574] : INFO : Epoch 1849 | loss: 0.0334458 | val_loss: 0.031666 | Time: 1646.69 ms [2022-03-31 02:55:50 main:574] : INFO : Epoch 1850 | loss: 0.031476 | val_loss: 0.0312861 | Time: 1659.03 ms [2022-03-31 02:55:51 main:574] : INFO : Epoch 1851 | loss: 0.0312005 | val_loss: 0.0311588 | Time: 1652.55 ms [2022-03-31 02:55:53 main:574] : INFO : Epoch 1852 | loss: 0.0311391 | val_loss: 0.031138 | Time: 1664.85 ms [2022-03-31 02:55:55 main:574] : INFO : Epoch 1853 | loss: 0.0311257 | val_loss: 0.0311495 | Time: 1647.7 ms [2022-03-31 02:55:56 main:574] : INFO : Epoch 1854 | loss: 0.0311335 | val_loss: 0.0311361 | Time: 1666.8 ms [2022-03-31 02:55:58 main:574] : INFO : Epoch 1855 | loss: 0.0311131 | val_loss: 0.0311341 | Time: 1665.07 ms [2022-03-31 02:56:00 main:574] : INFO : Epoch 1856 | loss: 0.0311108 | val_loss: 0.0311334 | Time: 1656.36 ms [2022-03-31 02:56:01 main:574] : INFO : Epoch 1857 | loss: 0.0311055 | val_loss: 0.0311292 | Time: 1666.32 ms [2022-03-31 02:56:03 main:574] : INFO : Epoch 1858 | loss: 0.0311029 | val_loss: 0.0311268 | Time: 1657.76 ms [2022-03-31 02:56:05 main:574] : INFO : Epoch 1859 | loss: 0.0311032 | val_loss: 0.0311264 | Time: 1663.36 ms [2022-03-31 02:56:06 main:574] : INFO : Epoch 1860 | loss: 0.0310995 | val_loss: 0.0311301 | Time: 1657.42 ms [2022-03-31 02:56:08 main:574] : INFO : Epoch 1861 | loss: 0.0310972 | val_loss: 0.0311288 | Time: 1642.72 ms [2022-03-31 02:56:10 main:574] : INFO : Epoch 1862 | loss: 0.0310966 | val_loss: 0.0311267 | Time: 1665.82 ms [2022-03-31 02:56:11 main:574] : INFO : Epoch 1863 | loss: 0.0310996 | val_loss: 0.0311404 | Time: 1655.55 ms [2022-03-31 02:56:13 main:574] : INFO : Epoch 1864 | loss: 0.0310949 | val_loss: 0.0311315 | Time: 1658.38 ms [2022-03-31 02:56:15 main:574] : INFO : Epoch 1865 | loss: 0.031096 | val_loss: 0.031131 | Time: 1642.15 ms [2022-03-31 02:56:16 main:574] : INFO : Epoch 1866 | loss: 0.0311087 | val_loss: 0.0311237 | Time: 1654.28 ms [2022-03-31 02:56:18 main:574] : INFO : Epoch 1867 | loss: 0.0311046 | val_loss: 0.0311287 | Time: 1666.08 ms [2022-03-31 02:56:20 main:574] : INFO : Epoch 1868 | loss: 0.0311 | val_loss: 0.0311319 | Time: 1648.2 ms [2022-03-31 02:56:21 main:574] : INFO : Epoch 1869 | loss: 0.0310991 | val_loss: 0.0311271 | Time: 1662.37 ms [2022-03-31 02:56:23 main:574] : INFO : Epoch 1870 | loss: 0.0310985 | val_loss: 0.031121 | Time: 1660.59 ms [2022-03-31 02:56:25 main:574] : INFO : Epoch 1871 | loss: 0.0310947 | val_loss: 0.0311256 | Time: 1662.7 ms [2022-03-31 02:56:26 main:574] : INFO : Epoch 1872 | loss: 0.0310965 | val_loss: 0.0311216 | Time: 1639.38 ms [2022-03-31 02:56:28 main:574] : INFO : Epoch 1873 | loss: 0.0310969 | val_loss: 0.0311248 | Time: 1651.02 ms [2022-03-31 02:56:30 main:574] : INFO : Epoch 1874 | loss: 0.0310936 | val_loss: 0.0311266 | Time: 1664.85 ms [2022-03-31 02:56:31 main:574] : INFO : Epoch 1875 | loss: 0.0310963 | val_loss: 0.0311226 | Time: 1660.92 ms [2022-03-31 02:56:33 main:574] : INFO : Epoch 1876 | loss: 0.0310913 | val_loss: 0.0311252 | Time: 1661.35 ms [2022-03-31 02:56:35 main:574] : INFO : Epoch 1877 | loss: 0.031089 | val_loss: 0.0311232 | Time: 1659.87 ms [2022-03-31 02:56:36 main:574] : INFO : Epoch 1878 | loss: 0.0310889 | val_loss: 0.0311224 | Time: 1658.61 ms [2022-03-31 02:56:38 main:574] : INFO : Epoch 1879 | loss: 0.0310901 | val_loss: 0.0311196 | Time: 1659.82 ms [2022-03-31 02:56:40 main:574] : INFO : Epoch 1880 | loss: 0.0310898 | val_loss: 0.0311246 | Time: 1663.37 ms [2022-03-31 02:56:41 main:574] : INFO : Epoch 1881 | loss: 0.0310883 | val_loss: 0.0311246 | Time: 1632.9 ms [2022-03-31 02:56:43 main:574] : INFO : Epoch 1882 | loss: 0.0310902 | val_loss: 0.0311238 | Time: 1660.06 ms [2022-03-31 02:56:45 main:574] : INFO : Epoch 1883 | loss: 0.0310895 | val_loss: 0.0311231 | Time: 1649.69 ms [2022-03-31 02:56:46 main:574] : INFO : Epoch 1884 | loss: 0.0310923 | val_loss: 0.0311183 | Time: 1651.86 ms [2022-03-31 02:56:48 main:574] : INFO : Epoch 1885 | loss: 0.0310932 | val_loss: 0.0311191 | Time: 1658.21 ms [2022-03-31 02:56:49 main:574] : INFO : Epoch 1886 | loss: 0.0310901 | val_loss: 0.03112 | Time: 1655.16 ms [2022-03-31 02:56:51 main:574] : INFO : Epoch 1887 | loss: 0.0311038 | val_loss: 0.0311244 | Time: 1647.6 ms [2022-03-31 02:56:53 main:574] : INFO : Epoch 1888 | loss: 0.0311035 | val_loss: 0.0311212 | Time: 1646.23 ms [2022-03-31 02:56:54 main:574] : INFO : Epoch 1889 | loss: 0.0310967 | val_loss: 0.0311203 | Time: 1656.95 ms [2022-03-31 02:56:56 main:574] : INFO : Epoch 1890 | loss: 0.0310931 | val_loss: 0.0311204 | Time: 1665.95 ms [2022-03-31 02:56:58 main:574] : INFO : Epoch 1891 | loss: 0.0310914 | val_loss: 0.0311213 | Time: 1649.69 ms [2022-03-31 02:56:59 main:574] : INFO : Epoch 1892 | loss: 0.0310894 | val_loss: 0.0311225 | Time: 1652.71 ms [2022-03-31 02:57:01 main:574] : INFO : Epoch 1893 | loss: 0.0310865 | val_loss: 0.0311222 | Time: 1665.41 ms [2022-03-31 02:57:03 main:574] : INFO : Epoch 1894 | loss: 0.031084 | val_loss: 0.0311243 | Time: 1655.02 ms [2022-03-31 02:57:04 main:574] : INFO : Epoch 1895 | loss: 0.0310834 | val_loss: 0.0311242 | Time: 1664.03 ms [2022-03-31 02:57:06 main:574] : INFO : Epoch 1896 | loss: 0.0310847 | val_loss: 0.0311213 | Time: 1656.46 ms [2022-03-31 02:57:08 main:574] : INFO : Epoch 1897 | loss: 0.0310835 | val_loss: 0.0311252 | Time: 1655.91 ms [2022-03-31 02:57:09 main:574] : INFO : Epoch 1898 | loss: 0.0310844 | val_loss: 0.0311214 | Time: 1643.34 ms [2022-03-31 02:57:11 main:574] : INFO : Epoch 1899 | loss: 0.031084 | val_loss: 0.0311281 | Time: 1657.63 ms [2022-03-31 02:57:13 main:574] : INFO : Epoch 1900 | loss: 0.0310822 | val_loss: 0.0311301 | Time: 1648.73 ms [2022-03-31 02:57:14 main:574] : INFO : Epoch 1901 | loss: 0.0310832 | val_loss: 0.0311256 | Time: 1667.83 ms [2022-03-31 02:57:16 main:574] : INFO : Epoch 1902 | loss: 0.0310837 | val_loss: 0.0311241 | Time: 1663.37 ms [2022-03-31 02:57:18 main:574] : INFO : Epoch 1903 | loss: 0.0310836 | val_loss: 0.0311277 | Time: 1657.77 ms [2022-03-31 02:57:19 main:574] : INFO : Epoch 1904 | loss: 0.0310853 | val_loss: 0.0311261 | Time: 1658.95 ms [2022-03-31 02:57:21 main:574] : INFO : Epoch 1905 | loss: 0.0310859 | val_loss: 0.0311277 | Time: 1644.06 ms [2022-03-31 02:57:23 main:574] : INFO : Epoch 1906 | loss: 0.0310834 | val_loss: 0.0311258 | Time: 1657.4 ms [2022-03-31 02:57:24 main:574] : INFO : Epoch 1907 | loss: 0.0310845 | val_loss: 0.0311284 | Time: 1665.35 ms [2022-03-31 02:57:26 main:574] : INFO : Epoch 1908 | loss: 0.0310813 | val_loss: 0.0311286 | Time: 1645.16 ms [2022-03-31 02:57:28 main:574] : INFO : Epoch 1909 | loss: 0.0310836 | val_loss: 0.0311299 | Time: 1653.31 ms [2022-03-31 02:57:29 main:574] : INFO : Epoch 1910 | loss: 0.0310839 | val_loss: 0.0311343 | Time: 1669.31 ms [2022-03-31 02:57:31 main:574] : INFO : Epoch 1911 | loss: 0.031087 | val_loss: 0.0311285 | Time: 1655.64 ms [2022-03-31 02:57:33 main:574] : INFO : Epoch 1912 | loss: 0.0310878 | val_loss: 0.0311318 | Time: 1648.6 ms [2022-03-31 02:57:34 main:574] : INFO : Epoch 1913 | loss: 0.0310842 | val_loss: 0.0311301 | Time: 1663.25 ms [2022-03-31 02:57:36 main:574] : INFO : Epoch 1914 | loss: 0.0310821 | val_loss: 0.0311285 | Time: 1637.96 ms [2022-03-31 02:57:38 main:574] : INFO : Epoch 1915 | loss: 0.0310871 | val_loss: 0.0311303 | Time: 1658.47 ms [2022-03-31 02:57:39 main:574] : INFO : Epoch 1916 | loss: 0.0310837 | val_loss: 0.0311256 | Time: 1665.07 ms [2022-03-31 02:57:41 main:574] : INFO : Epoch 1917 | loss: 0.031082 | val_loss: 0.031127 | Time: 1643.17 ms [2022-03-31 02:57:43 main:574] : INFO : Epoch 1918 | loss: 0.0310859 | val_loss: 0.0311265 | Time: 1653.05 ms [2022-03-31 02:57:44 main:574] : INFO : Epoch 1919 | loss: 0.0310833 | val_loss: 0.0311255 | Time: 1666.38 ms [2022-03-31 02:57:46 main:574] : INFO : Epoch 1920 | loss: 0.0310825 | val_loss: 0.0311259 | Time: 1651.31 ms [2022-03-31 02:57:48 main:574] : INFO : Epoch 1921 | loss: 0.0310817 | val_loss: 0.0311216 | Time: 1647.64 ms [2022-03-31 02:57:49 main:574] : INFO : Epoch 1922 | loss: 0.0310818 | val_loss: 0.0311199 | Time: 1665.56 ms [2022-03-31 02:57:51 main:574] : INFO : Epoch 1923 | loss: 0.0310823 | val_loss: 0.0311211 | Time: 1655.03 ms [2022-03-31 02:57:53 main:574] : INFO : Epoch 1924 | loss: 0.0310858 | val_loss: 0.0311192 | Time: 1643.42 ms [2022-03-31 02:57:54 main:574] : INFO : Epoch 1925 | loss: 0.0310836 | val_loss: 0.0311233 | Time: 1656.83 ms [2022-03-31 02:57:56 main:574] : INFO : Epoch 1926 | loss: 0.0310883 | val_loss: 0.0311246 | Time: 1654.67 ms [2022-03-31 02:57:58 main:574] : INFO : Epoch 1927 | loss: 0.0310873 | val_loss: 0.0311224 | Time: 1657.03 ms [2022-03-31 02:57:59 main:574] : INFO : Epoch 1928 | loss: 0.031086 | val_loss: 0.0311238 | Time: 1656.48 ms [2022-03-31 02:58:01 main:574] : INFO : Epoch 1929 | loss: 0.0310838 | val_loss: 0.0311202 | Time: 1655.23 ms [2022-03-31 02:58:03 main:574] : INFO : Epoch 1930 | loss: 0.031083 | val_loss: 0.031136 | Time: 1668.42 ms [2022-03-31 02:58:04 main:574] : INFO : Epoch 1931 | loss: 0.031083 | val_loss: 0.0311226 | Time: 1660.93 ms [2022-03-31 02:58:06 main:574] : INFO : Epoch 1932 | loss: 0.0310917 | val_loss: 0.0311216 | Time: 1657.27 ms [2022-03-31 02:58:08 main:574] : INFO : Epoch 1933 | loss: 0.0310921 | val_loss: 0.0311212 | Time: 1653.41 ms [2022-03-31 02:58:09 main:574] : INFO : Epoch 1934 | loss: 0.0310954 | val_loss: 0.0311195 | Time: 1657.53 ms [2022-03-31 02:58:11 main:574] : INFO : Epoch 1935 | loss: 0.031092 | val_loss: 0.0311217 | Time: 1664.49 ms [2022-03-31 02:58:12 main:574] : INFO : Epoch 1936 | loss: 0.0310921 | val_loss: 0.0311232 | Time: 1658.51 ms [2022-03-31 02:58:14 main:574] : INFO : Epoch 1937 | loss: 0.0310913 | val_loss: 0.0311222 | Time: 1641.54 ms [2022-03-31 02:58:16 main:574] : INFO : Epoch 1938 | loss: 0.0310878 | val_loss: 0.0311182 | Time: 1665.88 ms [2022-03-31 02:58:17 main:574] : INFO : Epoch 1939 | loss: 0.0310837 | val_loss: 0.0311246 | Time: 1655 ms [2022-03-31 02:58:19 main:574] : INFO : Epoch 1940 | loss: 0.0310878 | val_loss: 0.0311236 | Time: 1655.36 ms [2022-03-31 02:58:21 main:574] : INFO : Epoch 1941 | loss: 0.0310849 | val_loss: 0.0311214 | Time: 1653.79 ms [2022-03-31 02:58:22 main:574] : INFO : Epoch 1942 | loss: 0.0310827 | val_loss: 0.0311195 | Time: 1659.38 ms [2022-03-31 02:58:24 main:574] : INFO : Epoch 1943 | loss: 0.0310812 | val_loss: 0.0311233 | Time: 1663.94 ms [2022-03-31 02:58:26 main:574] : INFO : Epoch 1944 | loss: 0.0310807 | val_loss: 0.0311213 | Time: 1657.54 ms [2022-03-31 02:58:27 main:574] : INFO : Epoch 1945 | loss: 0.03108 | val_loss: 0.0311218 | Time: 1642.38 ms [2022-03-31 02:58:29 main:574] : INFO : Epoch 1946 | loss: 0.0310784 | val_loss: 0.0311211 | Time: 1662.43 ms [2022-03-31 02:58:31 main:574] : INFO : Epoch 1947 | loss: 0.0310789 | val_loss: 0.0311202 | Time: 1661.21 ms [2022-03-31 02:58:32 main:574] : INFO : Epoch 1948 | loss: 0.0310827 | val_loss: 0.0311257 | Time: 1654.81 ms [2022-03-31 02:58:34 main:574] : INFO : Epoch 1949 | loss: 0.0310809 | val_loss: 0.0311284 | Time: 1650.19 ms [2022-03-31 02:58:36 main:574] : INFO : Epoch 1950 | loss: 0.0310809 | val_loss: 0.03112 | Time: 1647.44 ms [2022-03-31 02:58:37 main:574] : INFO : Epoch 1951 | loss: 0.0310777 | val_loss: 0.0311258 | Time: 1660.7 ms [2022-03-31 02:58:39 main:574] : INFO : Epoch 1952 | loss: 0.0310792 | val_loss: 0.0311239 | Time: 1668.86 ms [2022-03-31 02:58:41 main:574] : INFO : Epoch 1953 | loss: 0.0310806 | val_loss: 0.0311221 | Time: 1674.74 ms [2022-03-31 02:58:42 main:574] : INFO : Epoch 1954 | loss: 0.0310816 | val_loss: 0.0311276 | Time: 1642.94 ms [2022-03-31 02:58:44 main:574] : INFO : Epoch 1955 | loss: 0.0310805 | val_loss: 0.0311222 | Time: 1668.77 ms [2022-03-31 02:58:46 main:574] : INFO : Epoch 1956 | loss: 0.031079 | val_loss: 0.0311238 | Time: 1655.59 ms [2022-03-31 02:58:47 main:574] : INFO : Epoch 1957 | loss: 0.0310824 | val_loss: 0.0311281 | Time: 1642.05 ms [2022-03-31 02:58:49 main:574] : INFO : Epoch 1958 | loss: 0.0310828 | val_loss: 0.0311244 | Time: 1661.52 ms [2022-03-31 02:58:51 main:574] : INFO : Epoch 1959 | loss: 0.0310787 | val_loss: 0.0311234 | Time: 1653.81 ms [2022-03-31 02:58:52 main:574] : INFO : Epoch 1960 | loss: 0.0310768 | val_loss: 0.0311252 | Time: 1652.74 ms [2022-03-31 02:58:54 main:574] : INFO : Epoch 1961 | loss: 0.0310772 | val_loss: 0.0311336 | Time: 1665.99 ms [2022-03-31 02:58:56 main:574] : INFO : Epoch 1962 | loss: 0.0310795 | val_loss: 0.0311207 | Time: 1659.64 ms [2022-03-31 02:58:57 main:574] : INFO : Epoch 1963 | loss: 0.031079 | val_loss: 0.0311279 | Time: 1653.66 ms [2022-03-31 02:58:59 main:574] : INFO : Epoch 1964 | loss: 0.0310775 | val_loss: 0.0311218 | Time: 1656 ms [2022-03-31 02:59:01 main:574] : INFO : Epoch 1965 | loss: 0.0310796 | val_loss: 0.0311295 | Time: 1656.23 ms [2022-03-31 02:59:02 main:574] : INFO : Epoch 1966 | loss: 0.0310766 | val_loss: 0.0311216 | Time: 1665.23 ms [2022-03-31 02:59:04 main:574] : INFO : Epoch 1967 | loss: 0.0310808 | val_loss: 0.0311248 | Time: 1674.31 ms [2022-03-31 02:59:06 main:574] : INFO : Epoch 1968 | loss: 0.0310796 | val_loss: 0.0311245 | Time: 1642.98 ms [2022-03-31 02:59:07 main:574] : INFO : Epoch 1969 | loss: 0.0310756 | val_loss: 0.0311272 | Time: 1656.84 ms [2022-03-31 02:59:09 main:574] : INFO : Epoch 1970 | loss: 0.0310783 | val_loss: 0.0311291 | Time: 1657.86 ms [2022-03-31 02:59:11 main:574] : INFO : Epoch 1971 | loss: 0.0310833 | val_loss: 0.0311279 | Time: 1662.35 ms [2022-03-31 02:59:12 main:574] : INFO : Epoch 1972 | loss: 0.0310865 | val_loss: 0.0311279 | Time: 1645.84 ms [2022-03-31 02:59:14 main:574] : INFO : Epoch 1973 | loss: 0.0310921 | val_loss: 0.0311338 | Time: 1664.25 ms [2022-03-31 02:59:16 main:574] : INFO : Epoch 1974 | loss: 0.0310879 | val_loss: 0.0311273 | Time: 1653.48 ms [2022-03-31 02:59:17 main:574] : INFO : Epoch 1975 | loss: 0.0310797 | val_loss: 0.0311279 | Time: 1656.27 ms [2022-03-31 02:59:19 main:574] : INFO : Epoch 1976 | loss: 0.031077 | val_loss: 0.03113 | Time: 1644.64 ms [2022-03-31 02:59:21 main:574] : INFO : Epoch 1977 | loss: 0.0310753 | val_loss: 0.0311238 | Time: 1654.39 ms [2022-03-31 02:59:22 main:574] : INFO : Epoch 1978 | loss: 0.0310743 | val_loss: 0.0311328 | Time: 1662.83 ms [2022-03-31 02:59:24 main:574] : INFO : Epoch 1979 | loss: 0.0310807 | val_loss: 0.0311271 | Time: 1650.67 ms [2022-03-31 02:59:26 main:574] : INFO : Epoch 1980 | loss: 0.0310789 | val_loss: 0.0311304 | Time: 1647.25 ms [2022-03-31 02:59:27 main:574] : INFO : Epoch 1981 | loss: 0.031079 | val_loss: 0.0311258 | Time: 1648.99 ms [2022-03-31 02:59:29 main:574] : INFO : Epoch 1982 | loss: 0.0310758 | val_loss: 0.031129 | Time: 1649.91 ms [2022-03-31 02:59:31 main:574] : INFO : Epoch 1983 | loss: 0.0310814 | val_loss: 0.0311226 | Time: 1665.56 ms [2022-03-31 02:59:32 main:574] : INFO : Epoch 1984 | loss: 0.0310784 | val_loss: 0.031129 | Time: 1642.59 ms [2022-03-31 02:59:34 main:574] : INFO : Epoch 1985 | loss: 0.0310776 | val_loss: 0.0311351 | Time: 1655.76 ms [2022-03-31 02:59:36 main:574] : INFO : Epoch 1986 | loss: 0.0310799 | val_loss: 0.0311234 | Time: 1671.79 ms [2022-03-31 02:59:37 main:574] : INFO : Epoch 1987 | loss: 0.0310783 | val_loss: 0.0311303 | Time: 1646.07 ms [2022-03-31 02:59:39 main:574] : INFO : Epoch 1988 | loss: 0.031077 | val_loss: 0.0311296 | Time: 1655.03 ms [2022-03-31 02:59:40 main:574] : INFO : Epoch 1989 | loss: 0.0310725 | val_loss: 0.0311267 | Time: 1654.38 ms [2022-03-31 02:59:42 main:574] : INFO : Epoch 1990 | loss: 0.0310721 | val_loss: 0.0311277 | Time: 1657.47 ms [2022-03-31 02:59:44 main:574] : INFO : Epoch 1991 | loss: 0.0310729 | val_loss: 0.0311265 | Time: 1647.16 ms [2022-03-31 02:59:45 main:574] : INFO : Epoch 1992 | loss: 0.0310745 | val_loss: 0.0311269 | Time: 1660.94 ms [2022-03-31 02:59:47 main:574] : INFO : Epoch 1993 | loss: 0.0310735 | val_loss: 0.0311229 | Time: 1646.38 ms [2022-03-31 02:59:49 main:574] : INFO : Epoch 1994 | loss: 0.0310697 | val_loss: 0.0311335 | Time: 1666.88 ms [2022-03-31 02:59:50 main:574] : INFO : Epoch 1995 | loss: 0.0310704 | val_loss: 0.031137 | Time: 1664.77 ms [2022-03-31 02:59:52 main:574] : INFO : Epoch 1996 | loss: 0.0310742 | val_loss: 0.0311204 | Time: 1650.25 ms [2022-03-31 02:59:54 main:574] : INFO : Epoch 1997 | loss: 0.031076 | val_loss: 0.0311323 | Time: 1649.52 ms [2022-03-31 02:59:55 main:574] : INFO : Epoch 1998 | loss: 0.0310723 | val_loss: 0.0311285 | Time: 1660.67 ms [2022-03-31 02:59:57 main:574] : INFO : Epoch 1999 | loss: 0.0310704 | val_loss: 0.031128 | Time: 1643.33 ms [2022-03-31 02:59:59 main:574] : INFO : Epoch 2000 | loss: 0.031072 | val_loss: 0.0311292 | Time: 1664.85 ms [2022-03-31 03:00:00 main:574] : INFO : Epoch 2001 | loss: 0.0310732 | val_loss: 0.0311446 | Time: 1658.44 ms [2022-03-31 03:00:02 main:574] : INFO : Epoch 2002 | loss: 0.0310709 | val_loss: 0.0311287 | Time: 1657.04 ms [2022-03-31 03:00:04 main:574] : INFO : Epoch 2003 | loss: 0.031076 | val_loss: 0.0311332 | Time: 1668.05 ms [2022-03-31 03:00:05 main:574] : INFO : Epoch 2004 | loss: 0.0310787 | val_loss: 0.0311245 | Time: 1664.52 ms [2022-03-31 03:00:07 main:574] : INFO : Epoch 2005 | loss: 0.0310752 | val_loss: 0.0311297 | Time: 1655.42 ms [2022-03-31 03:00:09 main:574] : INFO : Epoch 2006 | loss: 0.0310718 | val_loss: 0.0311301 | Time: 1664.8 ms [2022-03-31 03:00:10 main:574] : INFO : Epoch 2007 | loss: 0.0310733 | val_loss: 0.0311204 | Time: 1649.67 ms [2022-03-31 03:00:12 main:574] : INFO : Epoch 2008 | loss: 0.0310711 | val_loss: 0.0311313 | Time: 1656.62 ms [2022-03-31 03:00:14 main:574] : INFO : Epoch 2009 | loss: 0.0310705 | val_loss: 0.0311307 | Time: 1656.36 ms [2022-03-31 03:00:15 main:574] : INFO : Epoch 2010 | loss: 0.0310733 | val_loss: 0.0311256 | Time: 1648.3 ms [2022-03-31 03:00:17 main:574] : INFO : Epoch 2011 | loss: 0.0310737 | val_loss: 0.0311289 | Time: 1665.55 ms [2022-03-31 03:00:19 main:574] : INFO : Epoch 2012 | loss: 0.0310883 | val_loss: 0.0311226 | Time: 1656.29 ms [2022-03-31 03:00:20 main:574] : INFO : Epoch 2013 | loss: 0.0310969 | val_loss: 0.0311299 | Time: 1657.11 ms [2022-03-31 03:00:22 main:574] : INFO : Epoch 2014 | loss: 0.0310918 | val_loss: 0.0311208 | Time: 1647 ms [2022-03-31 03:00:24 main:574] : INFO : Epoch 2015 | loss: 0.0310894 | val_loss: 0.0311233 | Time: 1665.34 ms [2022-03-31 03:00:25 main:574] : INFO : Epoch 2016 | loss: 0.0310887 | val_loss: 0.0311224 | Time: 1657.51 ms [2022-03-31 03:00:27 main:574] : INFO : Epoch 2017 | loss: 0.0310859 | val_loss: 0.0311213 | Time: 1658.82 ms [2022-03-31 03:00:29 main:574] : INFO : Epoch 2018 | loss: 0.031085 | val_loss: 0.0311242 | Time: 1658.44 ms [2022-03-31 03:00:30 main:574] : INFO : Epoch 2019 | loss: 0.0310848 | val_loss: 0.0311213 | Time: 1667.07 ms [2022-03-31 03:00:32 main:574] : INFO : Epoch 2020 | loss: 0.0310889 | val_loss: 0.0311316 | Time: 1656.78 ms [2022-03-31 03:00:34 main:574] : INFO : Epoch 2021 | loss: 0.0310938 | val_loss: 0.0311272 | Time: 1656.46 ms [2022-03-31 03:00:35 main:574] : INFO : Epoch 2022 | loss: 0.0310859 | val_loss: 0.0311243 | Time: 1664.63 ms [2022-03-31 03:00:37 main:574] : INFO : Epoch 2023 | loss: 0.0310806 | val_loss: 0.0311229 | Time: 1655.26 ms [2022-03-31 03:00:39 main:574] : INFO : Epoch 2024 | loss: 0.0310816 | val_loss: 0.0311303 | Time: 1652.2 ms [2022-03-31 03:00:40 main:574] : INFO : Epoch 2025 | loss: 0.0310816 | val_loss: 0.0311313 | Time: 1658.44 ms [2022-03-31 03:00:42 main:574] : INFO : Epoch 2026 | loss: 0.031082 | val_loss: 0.0311292 | Time: 1665.98 ms [2022-03-31 03:00:44 main:574] : INFO : Epoch 2027 | loss: 0.0310825 | val_loss: 0.0311228 | Time: 1653.23 ms [2022-03-31 03:00:45 main:574] : INFO : Epoch 2028 | loss: 0.0310779 | val_loss: 0.031122 | Time: 1660.29 ms [2022-03-31 03:00:47 main:574] : INFO : Epoch 2029 | loss: 0.0310791 | val_loss: 0.0311244 | Time: 1653.57 ms [2022-03-31 03:00:49 main:574] : INFO : Epoch 2030 | loss: 0.0310826 | val_loss: 0.0311223 | Time: 1841.19 ms [2022-03-31 03:00:51 main:574] : INFO : Epoch 2031 | loss: 0.0310929 | val_loss: 0.0311208 | Time: 1718.99 ms [2022-03-31 03:00:52 main:574] : INFO : Epoch 2032 | loss: 0.0310955 | val_loss: 0.0311174 | Time: 1670.85 ms [2022-03-31 03:00:54 main:574] : INFO : Epoch 2033 | loss: 0.0310862 | val_loss: 0.0311206 | Time: 1645.4 ms [2022-03-31 03:00:55 main:574] : INFO : Epoch 2034 | loss: 0.031087 | val_loss: 0.0311191 | Time: 1667.51 ms [2022-03-31 03:00:57 main:574] : INFO : Epoch 2035 | loss: 0.0310819 | val_loss: 0.0311146 | Time: 1653.03 ms [2022-03-31 03:00:59 main:574] : INFO : Epoch 2036 | loss: 0.0310808 | val_loss: 0.0311197 | Time: 1658.77 ms [2022-03-31 03:01:00 main:574] : INFO : Epoch 2037 | loss: 0.0310821 | val_loss: 0.0311178 | Time: 1664.84 ms [2022-03-31 03:01:02 main:574] : INFO : Epoch 2038 | loss: 0.0310824 | val_loss: 0.0311235 | Time: 1661.05 ms [2022-03-31 03:01:04 main:574] : INFO : Epoch 2039 | loss: 0.0310817 | val_loss: 0.0311164 | Time: 1671.3 ms [2022-03-31 03:01:05 main:574] : INFO : Epoch 2040 | loss: 0.0310815 | val_loss: 0.0311191 | Time: 1659.25 ms [2022-03-31 03:01:07 main:574] : INFO : Epoch 2041 | loss: 0.03108 | val_loss: 0.0311241 | Time: 1652.75 ms [2022-03-31 03:01:09 main:574] : INFO : Epoch 2042 | loss: 0.0310799 | val_loss: 0.0311206 | Time: 1650.39 ms [2022-03-31 03:01:10 main:574] : INFO : Epoch 2043 | loss: 0.031081 | val_loss: 0.0311186 | Time: 1650.98 ms [2022-03-31 03:01:12 main:574] : INFO : Epoch 2044 | loss: 0.031084 | val_loss: 0.0311214 | Time: 1639.44 ms [2022-03-31 03:01:14 main:574] : INFO : Epoch 2045 | loss: 0.0310814 | val_loss: 0.031121 | Time: 1660.63 ms [2022-03-31 03:01:15 main:574] : INFO : Epoch 2046 | loss: 0.0310777 | val_loss: 0.0311233 | Time: 1648.35 ms [2022-03-31 03:01:17 main:574] : INFO : Epoch 2047 | loss: 0.0310745 | val_loss: 0.031126 | Time: 1657.81 ms [2022-03-31 03:01:19 main:574] : INFO : Epoch 2048 | loss: 0.0310734 | val_loss: 0.03112 | Time: 1657.46 ms [2022-03-31 03:01:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03112 [2022-03-31 03:01:19 main:603] : INFO : Saving end state to config to file [2022-03-31 03:01:19 main:608] : INFO : Success, exiting.. 03:01:19 (37356): 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)