Task 14624459
| Name | ParityModified-1647049093-18030-3-0_1 |
| Workunit | 11576543 |
| Created | 18 Apr 2022, 23:33:05 UTC |
| Sent | 18 Apr 2022, 23:33:38 UTC |
| Report deadline | 26 Apr 2022, 23:33:38 UTC |
| Received | 19 Apr 2022, 17:21:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 24 sec |
| CPU time | 38 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311252 | val_loss: 0.0311747 | Time: 1123.6 ms [2022-04-19 13:10:40 main:574] : INFO : Epoch 1543 | loss: 0.0311376 | val_loss: 0.0311698 | Time: 1124.13 ms [2022-04-19 13:10:42 main:574] : INFO : Epoch 1544 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 1123.32 ms [2022-04-19 13:10:43 main:574] : INFO : Epoch 1545 | loss: 0.031132 | val_loss: 0.0311457 | Time: 1121.34 ms [2022-04-19 13:10:44 main:574] : INFO : Epoch 1546 | loss: 0.0311269 | val_loss: 0.0311457 | Time: 1125.19 ms [2022-04-19 13:10:45 main:574] : INFO : Epoch 1547 | loss: 0.0311309 | val_loss: 0.0311475 | Time: 1122.63 ms [2022-04-19 13:10:47 main:574] : INFO : Epoch 1548 | loss: 0.0311359 | val_loss: 0.0311605 | Time: 1129.16 ms [2022-04-19 13:10:48 main:574] : INFO : Epoch 1549 | loss: 0.0311321 | val_loss: 0.0311572 | Time: 1120 ms [2022-04-19 13:10:49 main:574] : INFO : Epoch 1550 | loss: 0.0311339 | val_loss: 0.0311511 | Time: 1124.62 ms [2022-04-19 13:10:50 main:574] : INFO : Epoch 1551 | loss: 0.0311342 | val_loss: 0.0311573 | Time: 1119.77 ms [2022-04-19 13:10:51 main:574] : INFO : Epoch 1552 | loss: 0.0311435 | val_loss: 0.0311501 | Time: 1125.15 ms [2022-04-19 13:10:53 main:574] : INFO : Epoch 1553 | loss: 0.0311462 | val_loss: 0.0311464 | Time: 1122.54 ms [2022-04-19 13:10:54 main:574] : INFO : Epoch 1554 | loss: 0.0311384 | val_loss: 0.0311456 | Time: 1123.22 ms [2022-04-19 13:10:55 main:574] : INFO : Epoch 1555 | loss: 0.0311334 | val_loss: 0.031144 | Time: 1124.37 ms [2022-04-19 13:10:56 main:574] : INFO : Epoch 1556 | loss: 0.0311376 | val_loss: 0.0311495 | Time: 1123.33 ms [2022-04-19 13:10:57 main:574] : INFO : Epoch 1557 | loss: 0.0311321 | val_loss: 0.0311477 | Time: 1126.38 ms [2022-04-19 13:10:59 main:574] : INFO : Epoch 1558 | loss: 0.0311326 | val_loss: 0.0311496 | Time: 1124.06 ms [2022-04-19 13:11:00 main:574] : INFO : Epoch 1559 | loss: 0.0311319 | val_loss: 0.0311433 | Time: 1126.18 ms [2022-04-19 13:11:01 main:574] : INFO : Epoch 1560 | loss: 0.0311311 | val_loss: 0.0311457 | Time: 1125.76 ms [2022-04-19 13:11:02 main:574] : INFO : Epoch 1561 | loss: 0.0311339 | val_loss: 0.0311576 | Time: 1123.64 ms [2022-04-19 13:11:03 main:574] : INFO : Epoch 1562 | loss: 0.0311388 | val_loss: 0.0311459 | Time: 1123.87 ms [2022-04-19 13:11:05 main:574] : INFO : Epoch 1563 | loss: 0.0311332 | val_loss: 0.0311401 | Time: 1129.87 ms [2022-04-19 13:11:06 main:574] : INFO : Epoch 1564 | loss: 0.031131 | val_loss: 0.0311423 | Time: 1124.19 ms [2022-04-19 13:11:07 main:574] : INFO : Epoch 1565 | loss: 0.0311326 | val_loss: 0.0311472 | Time: 1128.45 ms [2022-04-19 13:11:08 main:574] : INFO : Epoch 1566 | loss: 0.0311296 | val_loss: 0.0311449 | Time: 1122.48 ms [2022-04-19 13:11:10 main:574] : INFO : Epoch 1567 | loss: 0.031128 | val_loss: 0.0311411 | Time: 1122.8 ms [2022-04-19 13:11:11 main:574] : INFO : Epoch 1568 | loss: 0.0311274 | val_loss: 0.0311426 | Time: 1122.46 ms [2022-04-19 13:11:12 main:574] : INFO : Epoch 1569 | loss: 0.031127 | val_loss: 0.0311462 | Time: 1120.98 ms [2022-04-19 13:11:13 main:574] : INFO : Epoch 1570 | loss: 0.0311254 | val_loss: 0.0311446 | Time: 1122.31 ms [2022-04-19 13:11:14 main:574] : INFO : Epoch 1571 | loss: 0.0311268 | val_loss: 0.0311481 | Time: 1123.52 ms [2022-04-19 13:11:16 main:574] : INFO : Epoch 1572 | loss: 0.0311263 | val_loss: 0.0311456 | Time: 1124.97 ms [2022-04-19 13:11:17 main:574] : INFO : Epoch 1573 | loss: 0.0311272 | val_loss: 0.0311431 | Time: 1126.67 ms [2022-04-19 13:11:18 main:574] : INFO : Epoch 1574 | loss: 0.0311247 | val_loss: 0.0311502 | Time: 1131.44 ms [2022-04-19 13:11:19 main:574] : INFO : Epoch 1575 | loss: 0.031131 | val_loss: 0.0311476 | Time: 1127.98 ms [2022-04-19 13:11:21 main:574] : INFO : Epoch 1576 | loss: 0.0311257 | val_loss: 0.031153 | Time: 1123.08 ms [2022-04-19 13:11:22 main:574] : INFO : Epoch 1577 | loss: 0.0311258 | val_loss: 0.0311699 | Time: 1126.5 ms [2022-04-19 13:11:23 main:574] : INFO : Epoch 1578 | loss: 0.0311259 | val_loss: 0.0311513 | Time: 1121.18 ms [2022-04-19 13:11:24 main:574] : INFO : Epoch 1579 | loss: 0.0311285 | val_loss: 0.0311456 | Time: 1122.46 ms [2022-04-19 13:11:25 main:574] : INFO : Epoch 1580 | loss: 0.0311334 | val_loss: 0.0311575 | Time: 1124.94 ms [2022-04-19 13:11:27 main:574] : INFO : Epoch 1581 | loss: 0.0311261 | val_loss: 0.0311428 | Time: 1125.45 ms [2022-04-19 13:11:28 main:574] : INFO : Epoch 1582 | loss: 0.0311226 | val_loss: 0.0311458 | Time: 1122.94 ms [2022-04-19 13:11:29 main:574] : INFO : Epoch 1583 | loss: 0.0311262 | val_loss: 0.0311442 | Time: 1128.34 ms [2022-04-19 13:11:30 main:574] : INFO : Epoch 1584 | loss: 0.0311212 | val_loss: 0.0311447 | Time: 1127.99 ms [2022-04-19 13:11:31 main:574] : INFO : Epoch 1585 | loss: 0.0311205 | val_loss: 0.0311414 | Time: 1123.65 ms [2022-04-19 13:11:33 main:574] : INFO : Epoch 1586 | loss: 0.0311247 | val_loss: 0.0311459 | Time: 1124.64 ms [2022-04-19 13:11:34 main:574] : INFO : Epoch 1587 | loss: 0.031128 | val_loss: 0.0311462 | Time: 1125.14 ms [2022-04-19 13:11:35 main:574] : INFO : Epoch 1588 | loss: 0.0311196 | val_loss: 0.0311411 | Time: 1126.2 ms [2022-04-19 13:11:36 main:574] : INFO : Epoch 1589 | loss: 0.03112 | val_loss: 0.0311427 | Time: 1124.48 ms [2022-04-19 13:11:37 main:574] : INFO : Epoch 1590 | loss: 0.0311239 | val_loss: 0.0311384 | Time: 1125.61 ms [2022-04-19 13:11:39 main:574] : INFO : Epoch 1591 | loss: 0.0311309 | val_loss: 0.031144 | Time: 1129.96 ms [2022-04-19 13:11:40 main:574] : INFO : Epoch 1592 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 1123.37 ms [2022-04-19 13:11:41 main:574] : INFO : Epoch 1593 | loss: 0.0311279 | val_loss: 0.0311411 | Time: 1121.92 ms [2022-04-19 13:11:42 main:574] : INFO : Epoch 1594 | loss: 0.0311214 | val_loss: 0.0311419 | Time: 1121.9 ms [2022-04-19 13:11:43 main:574] : INFO : Epoch 1595 | loss: 0.0311245 | val_loss: 0.031142 | Time: 1123.05 ms [2022-04-19 13:11:45 main:574] : INFO : Epoch 1596 | loss: 0.0311254 | val_loss: 0.031141 | Time: 1121.88 ms [2022-04-19 13:11:46 main:574] : INFO : Epoch 1597 | loss: 0.0311225 | val_loss: 0.0311415 | Time: 1127.66 ms [2022-04-19 13:11:47 main:574] : INFO : Epoch 1598 | loss: 0.031123 | val_loss: 0.0311452 | Time: 1123.63 ms [2022-04-19 13:11:48 main:574] : INFO : Epoch 1599 | loss: 0.0311222 | val_loss: 0.0311411 | Time: 1127.92 ms [2022-04-19 13:11:50 main:574] : INFO : Epoch 1600 | loss: 0.0311231 | val_loss: 0.0311504 | Time: 1124.08 ms [2022-04-19 13:11:51 main:574] : INFO : Epoch 1601 | loss: 0.0311234 | val_loss: 0.0311435 | Time: 1124.06 ms [2022-04-19 13:11:52 main:574] : INFO : Epoch 1602 | loss: 0.0311197 | val_loss: 0.0311419 | Time: 1124.42 ms [2022-04-19 13:11:53 main:574] : INFO : Epoch 1603 | loss: 0.0311224 | val_loss: 0.0311444 | Time: 1126.01 ms [2022-04-19 13:11:54 main:574] : INFO : Epoch 1604 | loss: 0.0311293 | val_loss: 0.0311414 | Time: 1122.56 ms [2022-04-19 13:11:56 main:574] : INFO : Epoch 1605 | loss: 0.0311258 | val_loss: 0.0311399 | Time: 1129.3 ms [2022-04-19 13:11:57 main:574] : INFO : Epoch 1606 | loss: 0.0311249 | val_loss: 0.0311403 | Time: 1124.9 ms [2022-04-19 13:11:58 main:574] : INFO : Epoch 1607 | loss: 0.0311253 | val_loss: 0.0311415 | Time: 1122.35 ms [2022-04-19 13:11:59 main:574] : INFO : Epoch 1608 | loss: 0.0311282 | val_loss: 0.0311406 | Time: 1121.86 ms [2022-04-19 13:12:01 main:574] : INFO : Epoch 1609 | loss: 0.0311291 | val_loss: 0.0311421 | Time: 1128.21 ms [2022-04-19 13:12:02 main:574] : INFO : Epoch 1610 | loss: 0.0311263 | val_loss: 0.0311445 | Time: 1123.01 ms [2022-04-19 13:12:03 main:574] : INFO : Epoch 1611 | loss: 0.0311228 | val_loss: 0.0311435 | Time: 1122.47 ms [2022-04-19 13:12:04 main:574] : INFO : Epoch 1612 | loss: 0.0311241 | val_loss: 0.0311461 | Time: 1125.72 ms [2022-04-19 13:12:05 main:574] : INFO : Epoch 1613 | loss: 0.031121 | val_loss: 0.0311451 | Time: 1127.58 ms [2022-04-19 13:12:07 main:574] : INFO : Epoch 1614 | loss: 0.0311279 | val_loss: 0.0311634 | Time: 1131.42 ms [2022-04-19 13:12:08 main:574] : INFO : Epoch 1615 | loss: 0.0311723 | val_loss: 0.0311853 | Time: 1125.09 ms [2022-04-19 13:12:09 main:574] : INFO : Epoch 1616 | loss: 0.0311766 | val_loss: 0.0311718 | Time: 1125.23 ms [2022-04-19 13:12:10 main:574] : INFO : Epoch 1617 | loss: 0.031166 | val_loss: 0.0311621 | Time: 1126.27 ms [2022-04-19 13:12:11 main:574] : INFO : Epoch 1618 | loss: 0.0311584 | val_loss: 0.0311602 | Time: 1124.44 ms [2022-04-19 13:12:13 main:574] : INFO : Epoch 1619 | loss: 0.0311543 | val_loss: 0.0311548 | Time: 1125.17 ms [2022-04-19 13:12:14 main:574] : INFO : Epoch 1620 | loss: 0.031151 | val_loss: 0.0311542 | Time: 1122.3 ms [2022-04-19 13:12:15 main:574] : INFO : Epoch 1621 | loss: 0.0311505 | val_loss: 0.031152 | Time: 1125.31 ms [2022-04-19 13:12:16 main:574] : INFO : Epoch 1622 | loss: 0.0311437 | val_loss: 0.0311498 | Time: 1127.09 ms [2022-04-19 13:12:18 main:574] : INFO : Epoch 1623 | loss: 0.0311419 | val_loss: 0.031152 | Time: 1124.21 ms [2022-04-19 13:12:19 main:574] : INFO : Epoch 1624 | loss: 0.0311415 | val_loss: 0.0311558 | Time: 1126.44 ms [2022-04-19 13:12:20 main:574] : INFO : Epoch 1625 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 1124.67 ms [2022-04-19 13:12:21 main:574] : INFO : Epoch 1626 | loss: 0.0311473 | val_loss: 0.0311542 | Time: 1126.17 ms [2022-04-19 13:12:22 main:574] : INFO : Epoch 1627 | loss: 0.0311418 | val_loss: 0.0311502 | Time: 1121.87 ms [2022-04-19 13:12:24 main:574] : INFO : Epoch 1628 | loss: 0.0311526 | val_loss: 0.031164 | Time: 1125.3 ms [2022-04-19 13:12:25 main:574] : INFO : Epoch 1629 | loss: 0.0311603 | val_loss: 0.0311651 | Time: 1123.76 ms [2022-04-19 13:12:26 main:574] : INFO : Epoch 1630 | loss: 0.0311537 | val_loss: 0.0311593 | Time: 1127.44 ms [2022-04-19 13:12:27 main:574] : INFO : Epoch 1631 | loss: 0.0311511 | val_loss: 0.03116 | Time: 1124.81 ms [2022-04-19 13:12:28 main:574] : INFO : Epoch 1632 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 1128.79 ms [2022-04-19 13:12:30 main:574] : INFO : Epoch 1633 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 1126.91 ms [2022-04-19 13:12:31 main:574] : INFO : Epoch 1634 | loss: 0.0311428 | val_loss: 0.0311556 | Time: 1125.55 ms [2022-04-19 13:12:32 main:574] : INFO : Epoch 1635 | loss: 0.031142 | val_loss: 0.0311536 | Time: 1125.41 ms [2022-04-19 13:12:33 main:574] : INFO : Epoch 1636 | loss: 0.0311432 | val_loss: 0.0311522 | Time: 1125.75 ms [2022-04-19 13:12:35 main:574] : INFO : Epoch 1637 | loss: 0.0311425 | val_loss: 0.0311482 | Time: 1126.38 ms [2022-04-19 13:12:36 main:574] : INFO : Epoch 1638 | loss: 0.0311427 | val_loss: 0.0311491 | Time: 1122.59 ms [2022-04-19 13:12:37 main:574] : INFO : Epoch 1639 | loss: 0.0311385 | val_loss: 0.0311526 | Time: 1124.18 ms [2022-04-19 13:12:38 main:574] : INFO : Epoch 1640 | loss: 0.0311357 | val_loss: 0.0311502 | Time: 1121.71 ms [2022-04-19 13:12:39 main:574] : INFO : Epoch 1641 | loss: 0.0311377 | val_loss: 0.0311514 | Time: 1122.67 ms [2022-04-19 13:12:41 main:574] : INFO : Epoch 1642 | loss: 0.0311364 | val_loss: 0.031154 | Time: 1126.01 ms [2022-04-19 13:12:42 main:574] : INFO : Epoch 1643 | loss: 0.0311343 | val_loss: 0.0311572 | Time: 1122.12 ms [2022-04-19 13:12:43 main:574] : INFO : Epoch 1644 | loss: 0.031134 | val_loss: 0.031148 | Time: 1122.45 ms [2022-04-19 13:12:44 main:574] : INFO : Epoch 1645 | loss: 0.031131 | val_loss: 0.0311508 | Time: 1123.14 ms [2022-04-19 13:12:45 main:574] : INFO : Epoch 1646 | loss: 0.0311312 | val_loss: 0.0311529 | Time: 1125.24 ms [2022-04-19 13:12:47 main:574] : INFO : Epoch 1647 | loss: 0.031129 | val_loss: 0.0311498 | Time: 1127.24 ms [2022-04-19 13:12:48 main:574] : INFO : Epoch 1648 | loss: 0.0311288 | val_loss: 0.0311521 | Time: 1127.2 ms [2022-04-19 13:12:49 main:574] : INFO : Epoch 1649 | loss: 0.0311268 | val_loss: 0.0311526 | Time: 1126.07 ms [2022-04-19 13:12:50 main:574] : INFO : Epoch 1650 | loss: 0.0311293 | val_loss: 0.0311551 | Time: 1125.98 ms [2022-04-19 13:12:51 main:574] : INFO : Epoch 1651 | loss: 0.0311275 | val_loss: 0.0311526 | Time: 1126.86 ms [2022-04-19 13:12:53 main:574] : INFO : Epoch 1652 | loss: 0.0311262 | val_loss: 0.031156 | Time: 1129.47 ms [2022-04-19 13:12:54 main:574] : INFO : Epoch 1653 | loss: 0.0311272 | val_loss: 0.0311516 | Time: 1127.75 ms [2022-04-19 13:12:55 main:574] : INFO : Epoch 1654 | loss: 0.031131 | val_loss: 0.0311646 | Time: 1124.22 ms [2022-04-19 13:12:56 main:574] : INFO : Epoch 1655 | loss: 0.031131 | val_loss: 0.0311519 | Time: 1125.62 ms [2022-04-19 13:12:58 main:574] : INFO : Epoch 1656 | loss: 0.0311257 | val_loss: 0.0311607 | Time: 1128.34 ms [2022-04-19 13:12:59 main:574] : INFO : Epoch 1657 | loss: 0.0311268 | val_loss: 0.0311571 | Time: 1122.67 ms [2022-04-19 13:13:00 main:574] : INFO : Epoch 1658 | loss: 0.0311249 | val_loss: 0.0311537 | Time: 1126.19 ms [2022-04-19 13:13:01 main:574] : INFO : Epoch 1659 | loss: 0.031122 | val_loss: 0.0311554 | Time: 1130 ms [2022-04-19 13:13:02 main:574] : INFO : Epoch 1660 | loss: 0.0311277 | val_loss: 0.0311515 | Time: 1124.52 ms [2022-04-19 13:13:04 main:574] : INFO : Epoch 1661 | loss: 0.03113 | val_loss: 0.0311673 | Time: 1127.21 ms [2022-04-19 13:13:05 main:574] : INFO : Epoch 1662 | loss: 0.0311326 | val_loss: 0.0311562 | Time: 1129.97 ms [2022-04-19 13:13:06 main:574] : INFO : Epoch 1663 | loss: 0.0311293 | val_loss: 0.0311555 | Time: 1123.97 ms [2022-04-19 13:13:07 main:574] : INFO : Epoch 1664 | loss: 0.0311257 | val_loss: 0.0311516 | Time: 1128.28 ms [2022-04-19 13:13:09 main:574] : INFO : Epoch 1665 | loss: 0.0311321 | val_loss: 0.0311807 | Time: 1126.09 ms [2022-04-19 13:13:10 main:574] : INFO : Epoch 1666 | loss: 0.0311355 | val_loss: 0.0311609 | Time: 1122.54 ms [2022-04-19 13:13:11 main:574] : INFO : Epoch 1667 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 1124.23 ms [2022-04-19 13:13:12 main:574] : INFO : Epoch 1668 | loss: 0.0311278 | val_loss: 0.0311492 | Time: 1123.26 ms [2022-04-19 13:13:13 main:574] : INFO : Epoch 1669 | loss: 0.0311263 | val_loss: 0.0311504 | Time: 1122.94 ms [2022-04-19 13:13:15 main:574] : INFO : Epoch 1670 | loss: 0.0311295 | val_loss: 0.0311539 | Time: 1124.08 ms [2022-04-19 13:13:16 main:574] : INFO : Epoch 1671 | loss: 0.0311236 | val_loss: 0.0311589 | Time: 1123.26 ms [2022-04-19 13:13:17 main:574] : INFO : Epoch 1672 | loss: 0.0311231 | val_loss: 0.0311599 | Time: 1121.53 ms [2022-04-19 13:13:18 main:574] : INFO : Epoch 1673 | loss: 0.031121 | val_loss: 0.0311544 | Time: 1124.2 ms [2022-04-19 13:13:19 main:574] : INFO : Epoch 1674 | loss: 0.0311236 | val_loss: 0.0311551 | Time: 1122.93 ms [2022-04-19 13:13:21 main:574] : INFO : Epoch 1675 | loss: 0.0311238 | val_loss: 0.031154 | Time: 1127.74 ms [2022-04-19 13:13:22 main:574] : INFO : Epoch 1676 | loss: 0.0311203 | val_loss: 0.0311529 | Time: 1125.32 ms [2022-04-19 13:13:23 main:574] : INFO : Epoch 1677 | loss: 0.0311202 | val_loss: 0.0311565 | Time: 1125.47 ms [2022-04-19 13:13:24 main:574] : INFO : Epoch 1678 | loss: 0.0311214 | val_loss: 0.0311587 | Time: 1124.55 ms [2022-04-19 13:13:25 main:574] : INFO : Epoch 1679 | loss: 0.0311201 | val_loss: 0.0311543 | Time: 1128.94 ms [2022-04-19 13:13:27 main:574] : INFO : Epoch 1680 | loss: 0.0311217 | val_loss: 0.0311583 | Time: 1124.43 ms [2022-04-19 13:13:28 main:574] : INFO : Epoch 1681 | loss: 0.0311223 | val_loss: 0.0311566 | Time: 1125.88 ms [2022-04-19 13:13:29 main:574] : INFO : Epoch 1682 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 1121.69 ms [2022-04-19 13:13:30 main:574] : INFO : Epoch 1683 | loss: 0.0311253 | val_loss: 0.0311571 | Time: 1123.5 ms [2022-04-19 13:13:31 main:574] : INFO : Epoch 1684 | loss: 0.0311267 | val_loss: 0.0311573 | Time: 1124.7 ms [2022-04-19 13:13:32 main:574] : INFO : Epoch 1685 | loss: 0.0311212 | val_loss: 0.0311641 | Time: 1122.74 ms [2022-04-19 13:13:34 main:574] : INFO : Epoch 1686 | loss: 0.0311243 | val_loss: 0.0311603 | Time: 1120.34 ms [2022-04-19 13:13:35 main:574] : INFO : Epoch 1687 | loss: 0.0311198 | val_loss: 0.0311615 | Time: 1126.63 ms [2022-04-19 13:13:36 main:574] : INFO : Epoch 1688 | loss: 0.0311197 | val_loss: 0.0311594 | Time: 1124.86 ms [2022-04-19 13:13:37 main:574] : INFO : Epoch 1689 | loss: 0.0311221 | val_loss: 0.0311566 | Time: 1123.16 ms [2022-04-19 13:13:39 main:574] : INFO : Epoch 1690 | loss: 0.0311203 | val_loss: 0.0311587 | Time: 1131.59 ms [2022-04-19 13:13:40 main:574] : INFO : Epoch 1691 | loss: 0.0311205 | val_loss: 0.0311776 | Time: 1126.57 ms [2022-04-19 13:13:41 main:574] : INFO : Epoch 1692 | loss: 0.0311236 | val_loss: 0.0311591 | Time: 1126.54 ms [2022-04-19 13:13:42 main:574] : INFO : Epoch 1693 | loss: 0.0311214 | val_loss: 0.0311607 | Time: 1125.88 ms [2022-04-19 13:13:43 main:574] : INFO : Epoch 1694 | loss: 0.0311208 | val_loss: 0.0311585 | Time: 1124.7 ms [2022-04-19 13:13:45 main:574] : INFO : Epoch 1695 | loss: 0.0311179 | val_loss: 0.0311587 | Time: 1130.58 ms [2022-04-19 13:13:46 main:574] : INFO : Epoch 1696 | loss: 0.0311228 | val_loss: 0.0311613 | Time: 1123.72 ms [2022-04-19 13:13:47 main:574] : INFO : Epoch 1697 | loss: 0.0311466 | val_loss: 0.031153 | Time: 1124.45 ms [2022-04-19 13:13:48 main:574] : INFO : Epoch 1698 | loss: 0.0311377 | val_loss: 0.031154 | Time: 1126.66 ms [2022-04-19 13:13:50 main:574] : INFO : Epoch 1699 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 1124.27 ms [2022-04-19 13:13:51 main:574] : INFO : Epoch 1700 | loss: 0.0311345 | val_loss: 0.0311523 | Time: 1124.47 ms [2022-04-19 13:13:52 main:574] : INFO : Epoch 1701 | loss: 0.0311303 | val_loss: 0.0311529 | Time: 1126.4 ms [2022-04-19 13:13:53 main:574] : INFO : Epoch 1702 | loss: 0.0311283 | val_loss: 0.0311519 | Time: 1125.19 ms [2022-04-19 13:13:54 main:574] : INFO : Epoch 1703 | loss: 0.0311291 | val_loss: 0.0311491 | Time: 1127.57 ms [2022-04-19 13:13:56 main:574] : INFO : Epoch 1704 | loss: 0.0311268 | val_loss: 0.0311525 | Time: 1125.16 ms [2022-04-19 13:13:57 main:574] : INFO : Epoch 1705 | loss: 0.0311239 | val_loss: 0.0311515 | Time: 1122.27 ms [2022-04-19 13:13:58 main:574] : INFO : Epoch 1706 | loss: 0.031122 | val_loss: 0.0311514 | Time: 1124.43 ms [2022-04-19 13:13:59 main:574] : INFO : Epoch 1707 | loss: 0.0311236 | val_loss: 0.0311603 | Time: 1126.78 ms [2022-04-19 13:14:01 main:574] : INFO : Epoch 1708 | loss: 0.0311269 | val_loss: 0.0311554 | Time: 1127.58 ms [2022-04-19 13:14:02 main:574] : INFO : Epoch 1709 | loss: 0.0311299 | val_loss: 0.0311518 | Time: 1122.84 ms [2022-04-19 13:14:03 main:574] : INFO : Epoch 1710 | loss: 0.0311211 | val_loss: 0.0311512 | Time: 1128.6 ms [2022-04-19 13:14:04 main:574] : INFO : Epoch 1711 | loss: 0.0311207 | val_loss: 0.0311524 | Time: 1122.74 ms [2022-04-19 13:14:06 main:574] : INFO : Epoch 1712 | loss: 0.0311217 | val_loss: 0.031148 | Time: 1127.33 ms [2022-04-19 13:14:07 main:574] : INFO : Epoch 1713 | loss: 0.0311214 | val_loss: 0.0311476 | Time: 1122.76 ms [2022-04-19 13:14:08 main:574] : INFO : Epoch 1714 | loss: 0.0311209 | val_loss: 0.0311417 | Time: 1120.88 ms [2022-04-19 13:14:09 main:574] : INFO : Epoch 1715 | loss: 0.0311202 | val_loss: 0.0311487 | Time: 1125.45 ms [2022-04-19 13:14:10 main:574] : INFO : Epoch 1716 | loss: 0.0311202 | val_loss: 0.0311469 | Time: 1122.85 ms [2022-04-19 13:14:11 main:574] : INFO : Epoch 1717 | loss: 0.0311192 | val_loss: 0.0311506 | Time: 1122.86 ms [2022-04-19 13:14:13 main:574] : INFO : Epoch 1718 | loss: 0.0311252 | val_loss: 0.031147 | Time: 1123.8 ms [2022-04-19 13:14:14 main:574] : INFO : Epoch 1719 | loss: 0.0311208 | val_loss: 0.0311517 | Time: 1127.01 ms [2022-04-19 13:14:15 main:574] : INFO : Epoch 1720 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 1121.99 ms [2022-04-19 13:14:16 main:574] : INFO : Epoch 1721 | loss: 0.0311244 | val_loss: 0.0311558 | Time: 1120.81 ms [2022-04-19 13:14:17 main:574] : INFO : Epoch 1722 | loss: 0.0311165 | val_loss: 0.0311513 | Time: 1126.27 ms [2022-04-19 13:14:19 main:574] : INFO : Epoch 1723 | loss: 0.0311152 | val_loss: 0.0311479 | Time: 1121.59 ms [2022-04-19 13:14:20 main:574] : INFO : Epoch 1724 | loss: 0.0311146 | val_loss: 0.0311563 | Time: 1124.31 ms [2022-04-19 13:14:21 main:574] : INFO : Epoch 1725 | loss: 0.0311124 | val_loss: 0.03115 | Time: 1123.34 ms [2022-04-19 13:14:22 main:574] : INFO : Epoch 1726 | loss: 0.031113 | val_loss: 0.0311556 | Time: 1123.8 ms [2022-04-19 13:14:24 main:574] : INFO : Epoch 1727 | loss: 0.0311155 | val_loss: 0.0311538 | Time: 1123.19 ms [2022-04-19 13:14:25 main:574] : INFO : Epoch 1728 | loss: 0.0311156 | val_loss: 0.0311605 | Time: 1129.57 ms [2022-04-19 13:14:26 main:574] : INFO : Epoch 1729 | loss: 0.0311151 | val_loss: 0.0311583 | Time: 1124.95 ms [2022-04-19 13:14:27 main:574] : INFO : Epoch 1730 | loss: 0.0311113 | val_loss: 0.0311527 | Time: 1127.26 ms [2022-04-19 13:14:28 main:574] : INFO : Epoch 1731 | loss: 0.0311139 | val_loss: 0.0311531 | Time: 1126.66 ms [2022-04-19 13:14:30 main:574] : INFO : Epoch 1732 | loss: 0.0311123 | val_loss: 0.0311493 | Time: 1122.1 ms [2022-04-19 13:14:31 main:574] : INFO : Epoch 1733 | loss: 0.0311117 | val_loss: 0.0311719 | Time: 1123.29 ms [2022-04-19 13:14:32 main:574] : INFO : Epoch 1734 | loss: 0.031117 | val_loss: 0.0311503 | Time: 1122.67 ms [2022-04-19 13:14:33 main:574] : INFO : Epoch 1735 | loss: 0.0311154 | val_loss: 0.0311537 | Time: 1127.92 ms [2022-04-19 13:14:35 main:574] : INFO : Epoch 1736 | loss: 0.0311125 | val_loss: 0.0311616 | Time: 1124.77 ms [2022-04-19 13:14:36 main:574] : INFO : Epoch 1737 | loss: 0.0311152 | val_loss: 0.0311493 | Time: 1124.7 ms [2022-04-19 13:14:37 main:574] : INFO : Epoch 1738 | loss: 0.0311122 | val_loss: 0.031151 | Time: 1133.85 ms [2022-04-19 13:14:38 main:574] : INFO : Epoch 1739 | loss: 0.0311116 | val_loss: 0.0311522 | Time: 1123.99 ms [2022-04-19 13:14:39 main:574] : INFO : Epoch 1740 | loss: 0.0311101 | val_loss: 0.0311517 | Time: 1124.78 ms [2022-04-19 13:14:41 main:574] : INFO : Epoch 1741 | loss: 0.0311112 | val_loss: 0.0311552 | Time: 1124.69 ms [2022-04-19 13:14:42 main:574] : INFO : Epoch 1742 | loss: 0.0311146 | val_loss: 0.0311596 | Time: 1121.02 ms [2022-04-19 13:14:43 main:574] : INFO : Epoch 1743 | loss: 0.0311129 | val_loss: 0.0311511 | Time: 1123.48 ms [2022-04-19 13:14:44 main:574] : INFO : Epoch 1744 | loss: 0.0311135 | val_loss: 0.0311473 | Time: 1122.79 ms [2022-04-19 13:14:45 main:574] : INFO : Epoch 1745 | loss: 0.0311141 | val_loss: 0.0311638 | Time: 1125.6 ms [2022-04-19 13:14:47 main:574] : INFO : Epoch 1746 | loss: 0.0311167 | val_loss: 0.0311671 | Time: 1138.39 ms [2022-04-19 13:14:48 main:574] : INFO : Epoch 1747 | loss: 0.0311239 | val_loss: 0.0311518 | Time: 1125.62 ms [2022-04-19 13:14:49 main:574] : INFO : Epoch 1748 | loss: 0.0311306 | val_loss: 0.0311723 | Time: 1129.24 ms [2022-04-19 13:14:50 main:574] : INFO : Epoch 1749 | loss: 0.0311507 | val_loss: 0.031163 | Time: 1124.56 ms [2022-04-19 13:14:51 main:574] : INFO : Epoch 1750 | loss: 0.0311377 | val_loss: 0.0311498 | Time: 1123.36 ms [2022-04-19 13:14:53 main:574] : INFO : Epoch 1751 | loss: 0.0311306 | val_loss: 0.0311446 | Time: 1124.96 ms [2022-04-19 13:14:54 main:574] : INFO : Epoch 1752 | loss: 0.0311254 | val_loss: 0.0311452 | Time: 1123.35 ms [2022-04-19 13:14:55 main:574] : INFO : Epoch 1753 | loss: 0.0311264 | val_loss: 0.0311467 | Time: 1127.08 ms [2022-04-19 13:14:56 main:574] : INFO : Epoch 1754 | loss: 0.0311217 | val_loss: 0.0311507 | Time: 1123.33 ms [2022-04-19 13:14:58 main:574] : INFO : Epoch 1755 | loss: 0.0311249 | val_loss: 0.0311523 | Time: 1126.47 ms [2022-04-19 13:14:59 main:574] : INFO : Epoch 1756 | loss: 0.0311215 | val_loss: 0.0311458 | Time: 1122.74 ms [2022-04-19 13:15:00 main:574] : INFO : Epoch 1757 | loss: 0.0311213 | val_loss: 0.0311403 | Time: 1123.57 ms [2022-04-19 13:15:01 main:574] : INFO : Epoch 1758 | loss: 0.0311191 | val_loss: 0.0311415 | Time: 1125.75 ms [2022-04-19 13:15:02 main:574] : INFO : Epoch 1759 | loss: 0.031114 | val_loss: 0.0311433 | Time: 1122.5 ms [2022-04-19 13:15:04 main:574] : INFO : Epoch 1760 | loss: 0.0311141 | val_loss: 0.031142 | Time: 1125.46 ms [2022-04-19 13:15:05 main:574] : INFO : Epoch 1761 | loss: 0.0311128 | val_loss: 0.0311452 | Time: 1121.46 ms [2022-04-19 13:15:06 main:574] : INFO : Epoch 1762 | loss: 0.0311148 | val_loss: 0.0311508 | Time: 1125.04 ms [2022-04-19 13:15:07 main:574] : INFO : Epoch 1763 | loss: 0.0311169 | val_loss: 0.0311565 | Time: 1124.22 ms [2022-04-19 13:15:08 main:574] : INFO : Epoch 1764 | loss: 0.0311137 | val_loss: 0.0311442 | Time: 1124.96 ms [2022-04-19 13:15:10 main:574] : INFO : Epoch 1765 | loss: 0.0311106 | val_loss: 0.0311435 | Time: 1125.42 ms [2022-04-19 13:15:11 main:574] : INFO : Epoch 1766 | loss: 0.0311102 | val_loss: 0.0311464 | Time: 1124.44 ms [2022-04-19 13:15:12 main:574] : INFO : Epoch 1767 | loss: 0.0311086 | val_loss: 0.0311475 | Time: 1125.67 ms [2022-04-19 13:15:13 main:574] : INFO : Epoch 1768 | loss: 0.0311091 | val_loss: 0.0311457 | Time: 1124.37 ms [2022-04-19 13:15:14 main:574] : INFO : Epoch 1769 | loss: 0.0311108 | val_loss: 0.0311609 | Time: 1120.45 ms [2022-04-19 13:15:16 main:574] : INFO : Epoch 1770 | loss: 0.0311136 | val_loss: 0.0311409 | Time: 1122.97 ms [2022-04-19 13:15:17 main:574] : INFO : Epoch 1771 | loss: 0.0311085 | val_loss: 0.0311482 | Time: 1123.4 ms [2022-04-19 13:15:18 main:574] : INFO : Epoch 1772 | loss: 0.0311175 | val_loss: 0.0311504 | Time: 1123.01 ms [2022-04-19 13:15:19 main:574] : INFO : Epoch 1773 | loss: 0.0311158 | val_loss: 0.0311404 | Time: 1124.87 ms [2022-04-19 13:15:21 main:574] : INFO : Epoch 1774 | loss: 0.0311097 | val_loss: 0.0311446 | Time: 1123.38 ms [2022-04-19 13:15:22 main:574] : INFO : Epoch 1775 | loss: 0.0311099 | val_loss: 0.0311474 | Time: 1124.26 ms [2022-04-19 13:15:23 main:574] : INFO : Epoch 1776 | loss: 0.0311093 | val_loss: 0.0311438 | Time: 1119.96 ms [2022-04-19 13:15:24 main:574] : INFO : Epoch 1777 | loss: 0.03111 | val_loss: 0.0311473 | Time: 1120.69 ms [2022-04-19 13:15:25 main:574] : INFO : Epoch 1778 | loss: 0.0311096 | val_loss: 0.0311422 | Time: 1121.37 ms [2022-04-19 13:15:27 main:574] : INFO : Epoch 1779 | loss: 0.0311076 | val_loss: 0.0311399 | Time: 1126.15 ms [2022-04-19 13:15:28 main:574] : INFO : Epoch 1780 | loss: 0.0311125 | val_loss: 0.0311489 | Time: 1124.43 ms [2022-04-19 13:15:29 main:574] : INFO : Epoch 1781 | loss: 0.0311136 | val_loss: 0.0311437 | Time: 1125.83 ms [2022-04-19 13:15:30 main:574] : INFO : Epoch 1782 | loss: 0.0311071 | val_loss: 0.0311399 | Time: 1121.41 ms [2022-04-19 13:15:31 main:574] : INFO : Epoch 1783 | loss: 0.0311067 | val_loss: 0.0311409 | Time: 1123.99 ms [2022-04-19 13:15:33 main:574] : INFO : Epoch 1784 | loss: 0.0311079 | val_loss: 0.0311468 | Time: 1124.05 ms [2022-04-19 13:15:34 main:574] : INFO : Epoch 1785 | loss: 0.0311112 | val_loss: 0.0311612 | Time: 1122.46 ms [2022-04-19 13:15:35 main:574] : INFO : Epoch 1786 | loss: 0.0311102 | val_loss: 0.0311396 | Time: 1126.4 ms [2022-04-19 13:15:36 main:574] : INFO : Epoch 1787 | loss: 0.0311064 | val_loss: 0.031138 | Time: 1129.45 ms [2022-04-19 13:15:37 main:574] : INFO : Epoch 1788 | loss: 0.0311075 | val_loss: 0.0311425 | Time: 1127.73 ms [2022-04-19 13:15:39 main:574] : INFO : Epoch 1789 | loss: 0.0311111 | val_loss: 0.0311406 | Time: 1123.87 ms [2022-04-19 13:15:40 main:574] : INFO : Epoch 1790 | loss: 0.0311041 | val_loss: 0.0311434 | Time: 1125.98 ms [2022-04-19 13:15:41 main:574] : INFO : Epoch 1791 | loss: 0.0311041 | val_loss: 0.0311414 | Time: 1126.81 ms [2022-04-19 13:15:42 main:574] : INFO : Epoch 1792 | loss: 0.0311053 | val_loss: 0.0311467 | Time: 1126.8 ms [2022-04-19 13:15:43 main:574] : INFO : Epoch 1793 | loss: 0.0311045 | val_loss: 0.0311438 | Time: 1121.54 ms [2022-04-19 13:15:45 main:574] : INFO : Epoch 1794 | loss: 0.0310989 | val_loss: 0.0311423 | Time: 1123.78 ms [2022-04-19 13:15:46 main:574] : INFO : Epoch 1795 | loss: 0.0310991 | val_loss: 0.0311421 | Time: 1123.62 ms [2022-04-19 13:15:47 main:574] : INFO : Epoch 1796 | loss: 0.0311019 | val_loss: 0.0311405 | Time: 1127.86 ms [2022-04-19 13:15:48 main:574] : INFO : Epoch 1797 | loss: 0.0311022 | val_loss: 0.031143 | Time: 1125.09 ms [2022-04-19 13:15:49 main:574] : INFO : Epoch 1798 | loss: 0.0311064 | val_loss: 0.0311436 | Time: 1127.99 ms [2022-04-19 13:15:51 main:574] : INFO : Epoch 1799 | loss: 0.0311044 | val_loss: 0.0311408 | Time: 1127.22 ms [2022-04-19 13:15:52 main:574] : INFO : Epoch 1800 | loss: 0.0311016 | val_loss: 0.0311395 | Time: 1129.85 ms [2022-04-19 13:15:53 main:574] : INFO : Epoch 1801 | loss: 0.0311033 | val_loss: 0.0311454 | Time: 1122.17 ms [2022-04-19 13:15:54 main:574] : INFO : Epoch 1802 | loss: 0.0311037 | val_loss: 0.0311438 | Time: 1123.96 ms [2022-04-19 13:15:55 main:574] : INFO : Epoch 1803 | loss: 0.0311056 | val_loss: 0.0311433 | Time: 1126.03 ms [2022-04-19 13:15:57 main:574] : INFO : Epoch 1804 | loss: 0.0311087 | val_loss: 0.0311536 | Time: 1129.48 ms [2022-04-19 13:15:58 main:574] : INFO : Epoch 1805 | loss: 0.0311055 | val_loss: 0.0311406 | Time: 1122.4 ms [2022-04-19 13:15:59 main:574] : INFO : Epoch 1806 | loss: 0.0311023 | val_loss: 0.0311397 | Time: 1125.94 ms [2022-04-19 13:16:00 main:574] : INFO : Epoch 1807 | loss: 0.0311112 | val_loss: 0.0311432 | Time: 1125.36 ms [2022-04-19 13:16:02 main:574] : INFO : Epoch 1808 | loss: 0.0311135 | val_loss: 0.0311434 | Time: 1125.24 ms [2022-04-19 13:16:03 main:574] : INFO : Epoch 1809 | loss: 0.0311193 | val_loss: 0.0311429 | Time: 1127.16 ms [2022-04-19 13:16:04 main:574] : INFO : Epoch 1810 | loss: 0.0311223 | val_loss: 0.0311432 | Time: 1121.99 ms [2022-04-19 13:16:05 main:574] : INFO : Epoch 1811 | loss: 0.0311131 | val_loss: 0.0311446 | Time: 1128.64 ms [2022-04-19 13:16:06 main:574] : INFO : Epoch 1812 | loss: 0.0311097 | val_loss: 0.0311509 | Time: 1125.49 ms [2022-04-19 13:16:08 main:574] : INFO : Epoch 1813 | loss: 0.0311073 | val_loss: 0.0311522 | Time: 1126.15 ms [2022-04-19 13:16:09 main:574] : INFO : Epoch 1814 | loss: 0.0311165 | val_loss: 0.0311599 | Time: 1127.93 ms [2022-04-19 13:16:10 main:574] : INFO : Epoch 1815 | loss: 0.0311163 | val_loss: 0.0311421 | Time: 1121.57 ms [2022-04-19 13:16:11 main:574] : INFO : Epoch 1816 | loss: 0.0311065 | val_loss: 0.0311501 | Time: 1123.44 ms [2022-04-19 13:16:13 main:574] : INFO : Epoch 1817 | loss: 0.0311076 | val_loss: 0.0311405 | Time: 1125.27 ms [2022-04-19 13:16:14 main:574] : INFO : Epoch 1818 | loss: 0.0311019 | val_loss: 0.0311399 | Time: 1124.11 ms [2022-04-19 13:16:15 main:574] : INFO : Epoch 1819 | loss: 0.0311017 | val_loss: 0.0311475 | Time: 1125.95 ms [2022-04-19 13:16:16 main:574] : INFO : Epoch 1820 | loss: 0.031104 | val_loss: 0.0311433 | Time: 1124.45 ms [2022-04-19 13:16:17 main:574] : INFO : Epoch 1821 | loss: 0.0311083 | val_loss: 0.0311423 | Time: 1120.76 ms [2022-04-19 13:16:18 main:574] : INFO : Epoch 1822 | loss: 0.0311076 | val_loss: 0.0311476 | Time: 1123.32 ms [2022-04-19 13:16:20 main:574] : INFO : Epoch 1823 | loss: 0.0311107 | val_loss: 0.03114 | Time: 1123.73 ms [2022-04-19 13:16:21 main:574] : INFO : Epoch 1824 | loss: 0.0311098 | val_loss: 0.0311528 | Time: 1123.31 ms [2022-04-19 13:16:22 main:574] : INFO : Epoch 1825 | loss: 0.0311086 | val_loss: 0.0311423 | Time: 1121.63 ms [2022-04-19 13:16:23 main:574] : INFO : Epoch 1826 | loss: 0.0311057 | val_loss: 0.0311413 | Time: 1119.26 ms [2022-04-19 13:16:25 main:574] : INFO : Epoch 1827 | loss: 0.0311021 | val_loss: 0.0311393 | Time: 1121.81 ms [2022-04-19 13:16:26 main:574] : INFO : Epoch 1828 | loss: 0.0311047 | val_loss: 0.0311433 | Time: 1121.62 ms [2022-04-19 13:16:27 main:574] : INFO : Epoch 1829 | loss: 0.0311002 | val_loss: 0.0311422 | Time: 1124.24 ms [2022-04-19 13:16:28 main:574] : INFO : Epoch 1830 | loss: 0.0311058 | val_loss: 0.0311385 | Time: 1124.46 ms [2022-04-19 13:16:29 main:574] : INFO : Epoch 1831 | loss: 0.0311058 | val_loss: 0.0311453 | Time: 1128.24 ms [2022-04-19 13:16:31 main:574] : INFO : Epoch 1832 | loss: 0.0311038 | val_loss: 0.0311729 | Time: 1121.99 ms [2022-04-19 13:16:32 main:574] : INFO : Epoch 1833 | loss: 0.0311137 | val_loss: 0.0311391 | Time: 1122.66 ms [2022-04-19 13:16:33 main:574] : INFO : Epoch 1834 | loss: 0.0311153 | val_loss: 0.0311443 | Time: 1123.02 ms [2022-04-19 13:16:34 main:574] : INFO : Epoch 1835 | loss: 0.0311063 | val_loss: 0.0311445 | Time: 1125 ms [2022-04-19 13:16:36 main:574] : INFO : Epoch 1836 | loss: 0.0311009 | val_loss: 0.0311389 | Time: 1127.34 ms [2022-04-19 13:16:37 main:574] : INFO : Epoch 1837 | loss: 0.0310997 | val_loss: 0.0311432 | Time: 1124.58 ms [2022-04-19 13:16:38 main:574] : INFO : Epoch 1838 | loss: 0.0310993 | val_loss: 0.0311346 | Time: 1125.71 ms [2022-04-19 13:16:39 main:574] : INFO : Epoch 1839 | loss: 0.0310968 | val_loss: 0.0311434 | Time: 1124.04 ms [2022-04-19 13:16:40 main:574] : INFO : Epoch 1840 | loss: 0.0310975 | val_loss: 0.0311418 | Time: 1123.19 ms [2022-04-19 13:16:41 main:574] : INFO : Epoch 1841 | loss: 0.0310977 | val_loss: 0.0311415 | Time: 1123.02 ms [2022-04-19 13:16:43 main:574] : INFO : Epoch 1842 | loss: 0.0310978 | val_loss: 0.0311397 | Time: 1125.59 ms [2022-04-19 13:16:44 main:574] : INFO : Epoch 1843 | loss: 0.031115 | val_loss: 0.0311588 | Time: 1123.99 ms [2022-04-19 13:16:45 main:574] : INFO : Epoch 1844 | loss: 0.0311481 | val_loss: 0.0311579 | Time: 1126.61 ms [2022-04-19 13:16:46 main:574] : INFO : Epoch 1845 | loss: 0.0311433 | val_loss: 0.0311544 | Time: 1123.53 ms [2022-04-19 13:16:47 main:574] : INFO : Epoch 1846 | loss: 0.0311389 | val_loss: 0.0311504 | Time: 1123.33 ms [2022-04-19 13:16:49 main:574] : INFO : Epoch 1847 | loss: 0.031134 | val_loss: 0.0311477 | Time: 1122.41 ms [2022-04-19 13:16:50 main:574] : INFO : Epoch 1848 | loss: 0.0311323 | val_loss: 0.0311514 | Time: 1122.85 ms [2022-04-19 13:16:51 main:574] : INFO : Epoch 1849 | loss: 0.0311291 | val_loss: 0.0311506 | Time: 1128.9 ms [2022-04-19 13:16:52 main:574] : INFO : Epoch 1850 | loss: 0.031126 | val_loss: 0.0311388 | Time: 1129.32 ms [2022-04-19 13:16:53 main:574] : INFO : Epoch 1851 | loss: 0.0311214 | val_loss: 0.0311543 | Time: 1122.2 ms [2022-04-19 13:16:55 main:574] : INFO : Epoch 1852 | loss: 0.0311221 | val_loss: 0.0311417 | Time: 1123.82 ms [2022-04-19 13:16:56 main:574] : INFO : Epoch 1853 | loss: 0.0311163 | val_loss: 0.0311392 | Time: 1121.76 ms [2022-04-19 13:16:57 main:574] : INFO : Epoch 1854 | loss: 0.0311135 | val_loss: 0.0311411 | Time: 1122.77 ms [2022-04-19 13:16:58 main:574] : INFO : Epoch 1855 | loss: 0.0311135 | val_loss: 0.0311459 | Time: 1124.03 ms [2022-04-19 13:17:00 main:574] : INFO : Epoch 1856 | loss: 0.0311117 | val_loss: 0.0311416 | Time: 1125.75 ms [2022-04-19 13:17:01 main:574] : INFO : Epoch 1857 | loss: 0.031114 | val_loss: 0.0311475 | Time: 1121.14 ms [2022-04-19 13:17:02 main:574] : INFO : Epoch 1858 | loss: 0.031111 | val_loss: 0.0311455 | Time: 1126.37 ms [2022-04-19 13:17:03 main:574] : INFO : Epoch 1859 | loss: 0.0311098 | val_loss: 0.0311387 | Time: 1122.76 ms [2022-04-19 13:17:04 main:574] : INFO : Epoch 1860 | loss: 0.0311083 | val_loss: 0.0311375 | Time: 1124.42 ms [2022-04-19 13:17:06 main:574] : INFO : Epoch 1861 | loss: 0.0311081 | val_loss: 0.0311515 | Time: 1125.04 ms [2022-04-19 13:17:07 main:574] : INFO : Epoch 1862 | loss: 0.0311069 | val_loss: 0.0311412 | Time: 1123.66 ms [2022-04-19 13:17:08 main:574] : INFO : Epoch 1863 | loss: 0.0311066 | val_loss: 0.0311399 | Time: 1125.13 ms [2022-04-19 13:17:09 main:574] : INFO : Epoch 1864 | loss: 0.0311042 | val_loss: 0.0311496 | Time: 1121.93 ms [2022-04-19 13:17:10 main:574] : INFO : Epoch 1865 | loss: 0.0311087 | val_loss: 0.0311397 | Time: 1123.24 ms [2022-04-19 13:17:12 main:574] : INFO : Epoch 1866 | loss: 0.0311043 | val_loss: 0.0311398 | Time: 1122.34 ms [2022-04-19 13:17:13 main:574] : INFO : Epoch 1867 | loss: 0.0311044 | val_loss: 0.0311366 | Time: 1125.41 ms [2022-04-19 13:17:14 main:574] : INFO : Epoch 1868 | loss: 0.0311019 | val_loss: 0.0311389 | Time: 1124.1 ms [2022-04-19 13:17:15 main:574] : INFO : Epoch 1869 | loss: 0.031106 | val_loss: 0.0311328 | Time: 1122.18 ms [2022-04-19 13:17:16 main:574] : INFO : Epoch 1870 | loss: 0.0311053 | val_loss: 0.0311405 | Time: 1122.12 ms [2022-04-19 13:17:18 main:574] : INFO : Epoch 1871 | loss: 0.0311134 | val_loss: 0.0311506 | Time: 1122.75 ms [2022-04-19 13:17:19 main:574] : INFO : Epoch 1872 | loss: 0.0311096 | val_loss: 0.0311401 | Time: 1123.22 ms [2022-04-19 13:17:20 main:574] : INFO : Epoch 1873 | loss: 0.0311116 | val_loss: 0.0311482 | Time: 1126.93 ms [2022-04-19 13:17:21 main:574] : INFO : Epoch 1874 | loss: 0.0311188 | val_loss: 0.0311407 | Time: 1122.19 ms [2022-04-19 13:17:23 main:574] : INFO : Epoch 1875 | loss: 0.0311075 | val_loss: 0.0311353 | Time: 1124.84 ms [2022-04-19 13:17:24 main:574] : INFO : Epoch 1876 | loss: 0.0311086 | val_loss: 0.0311443 | Time: 1123.39 ms [2022-04-19 13:17:25 main:574] : INFO : Epoch 1877 | loss: 0.0311028 | val_loss: 0.0311366 | Time: 1124.27 ms [2022-04-19 13:17:26 main:574] : INFO : Epoch 1878 | loss: 0.0311057 | val_loss: 0.0311399 | Time: 1121.47 ms [2022-04-19 13:17:27 main:574] : INFO : Epoch 1879 | loss: 0.0311059 | val_loss: 0.0311424 | Time: 1125.72 ms [2022-04-19 13:17:29 main:574] : INFO : Epoch 1880 | loss: 0.0311052 | val_loss: 0.0311418 | Time: 1123.47 ms [2022-04-19 13:17:30 main:574] : INFO : Epoch 1881 | loss: 0.0311022 | val_loss: 0.0311405 | Time: 1124.74 ms [2022-04-19 13:17:31 main:574] : INFO : Epoch 1882 | loss: 0.0311102 | val_loss: 0.0311354 | Time: 1121.45 ms [2022-04-19 13:17:32 main:574] : INFO : Epoch 1883 | loss: 0.0311185 | val_loss: 0.0311486 | Time: 1125.34 ms [2022-04-19 13:17:33 main:574] : INFO : Epoch 1884 | loss: 0.0311088 | val_loss: 0.0311334 | Time: 1124.24 ms [2022-04-19 13:17:35 main:574] : INFO : Epoch 1885 | loss: 0.0311067 | val_loss: 0.0311358 | Time: 1123.74 ms [2022-04-19 13:17:36 main:574] : INFO : Epoch 1886 | loss: 0.0311049 | val_loss: 0.0311411 | Time: 1124.69 ms [2022-04-19 13:17:37 main:574] : INFO : Epoch 1887 | loss: 0.0311037 | val_loss: 0.0311428 | Time: 1122.25 ms [2022-04-19 13:17:38 main:574] : INFO : Epoch 1888 | loss: 0.0311035 | val_loss: 0.0311385 | Time: 1123.26 ms [2022-04-19 13:17:40 main:574] : INFO : Epoch 1889 | loss: 0.0311056 | val_loss: 0.0311415 | Time: 1124.55 ms [2022-04-19 13:17:41 main:574] : INFO : Epoch 1890 | loss: 0.0311088 | val_loss: 0.0311621 | Time: 1124.17 ms [2022-04-19 13:17:42 main:574] : INFO : Epoch 1891 | loss: 0.0311058 | val_loss: 0.031139 | Time: 1123.36 ms [2022-04-19 13:17:43 main:574] : INFO : Epoch 1892 | loss: 0.031099 | val_loss: 0.0311429 | Time: 1122.47 ms [2022-04-19 13:17:44 main:574] : INFO : Epoch 1893 | loss: 0.0311032 | val_loss: 0.0311389 | Time: 1123.62 ms [2022-04-19 13:17:46 main:574] : INFO : Epoch 1894 | loss: 0.0311047 | val_loss: 0.0311404 | Time: 1121.98 ms [2022-04-19 13:17:47 main:574] : INFO : Epoch 1895 | loss: 0.031099 | val_loss: 0.0311389 | Time: 1127.39 ms [2022-04-19 13:17:48 main:574] : INFO : Epoch 1896 | loss: 0.031096 | val_loss: 0.0311422 | Time: 1129.36 ms [2022-04-19 13:17:49 main:574] : INFO : Epoch 1897 | loss: 0.0310972 | val_loss: 0.0311406 | Time: 1125.52 ms [2022-04-19 13:17:51 main:574] : INFO : Epoch 1898 | loss: 0.0310978 | val_loss: 0.0311384 | Time: 1120.59 ms [2022-04-19 13:17:52 main:574] : INFO : Epoch 1899 | loss: 0.0310946 | val_loss: 0.0311348 | Time: 1123.59 ms [2022-04-19 13:17:53 main:574] : INFO : Epoch 1900 | loss: 0.031094 | val_loss: 0.0311396 | Time: 1124.1 ms [2022-04-19 13:17:54 main:574] : INFO : Epoch 1901 | loss: 0.0310968 | val_loss: 0.0311371 | Time: 1124.71 ms [2022-04-19 13:17:55 main:574] : INFO : Epoch 1902 | loss: 0.0310952 | val_loss: 0.0311424 | Time: 1130.65 ms [2022-04-19 13:17:56 main:574] : INFO : Epoch 1903 | loss: 0.0310946 | val_loss: 0.0311406 | Time: 1124.39 ms [2022-04-19 13:17:58 main:574] : INFO : Epoch 1904 | loss: 0.0310981 | val_loss: 0.0311427 | Time: 1124.14 ms [2022-04-19 13:17:59 main:574] : INFO : Epoch 1905 | loss: 0.0310986 | val_loss: 0.0311413 | Time: 1122.8 ms [2022-04-19 13:18:00 main:574] : INFO : Epoch 1906 | loss: 0.0310967 | val_loss: 0.0311424 | Time: 1124.09 ms [2022-04-19 13:18:01 main:574] : INFO : Epoch 1907 | loss: 0.0310959 | val_loss: 0.0311425 | Time: 1119.72 ms [2022-04-19 13:18:02 main:574] : INFO : Epoch 1908 | loss: 0.0311011 | val_loss: 0.0311412 | Time: 1122.72 ms [2022-04-19 13:18:04 main:574] : INFO : Epoch 1909 | loss: 0.0310959 | val_loss: 0.0311388 | Time: 1122.79 ms [2022-04-19 13:18:05 main:574] : INFO : Epoch 1910 | loss: 0.031103 | val_loss: 0.0311504 | Time: 1121.47 ms [2022-04-19 13:18:06 main:574] : INFO : Epoch 1911 | loss: 0.031101 | val_loss: 0.0311418 | Time: 1124.23 ms [2022-04-19 13:18:07 main:574] : INFO : Epoch 1912 | loss: 0.0310997 | val_loss: 0.0311439 | Time: 1126.34 ms [2022-04-19 13:18:09 main:574] : INFO : Epoch 1913 | loss: 0.0311186 | val_loss: 0.0311446 | Time: 1123.82 ms [2022-04-19 13:18:10 main:574] : INFO : Epoch 1914 | loss: 0.0311148 | val_loss: 0.0311356 | Time: 1127.8 ms [2022-04-19 13:18:11 main:574] : INFO : Epoch 1915 | loss: 0.0311152 | val_loss: 0.0311398 | Time: 1122.76 ms [2022-04-19 13:18:12 main:574] : INFO : Epoch 1916 | loss: 0.0311081 | val_loss: 0.0311365 | Time: 1123.86 ms [2022-04-19 13:18:13 main:574] : INFO : Epoch 1917 | loss: 0.0311196 | val_loss: 0.0311461 | Time: 1125.22 ms [2022-04-19 13:18:15 main:574] : INFO : Epoch 1918 | loss: 0.0311176 | val_loss: 0.0311381 | Time: 1121.23 ms [2022-04-19 13:18:16 main:574] : INFO : Epoch 1919 | loss: 0.0311114 | val_loss: 0.03114 | Time: 1124.7 ms [2022-04-19 13:18:17 main:574] : INFO : Epoch 1920 | loss: 0.0311071 | val_loss: 0.031159 | Time: 1125.22 ms [2022-04-19 13:18:18 main:574] : INFO : Epoch 1921 | loss: 0.0311119 | val_loss: 0.0311334 | Time: 1122.79 ms [2022-04-19 13:18:20 main:574] : INFO : Epoch 1922 | loss: 0.0311061 | val_loss: 0.0311384 | Time: 1124.77 ms [2022-04-19 13:18:21 main:574] : INFO : Epoch 1923 | loss: 0.0311017 | val_loss: 0.0311383 | Time: 1124.25 ms [2022-04-19 13:18:22 main:574] : INFO : Epoch 1924 | loss: 0.0311042 | val_loss: 0.0311387 | Time: 1124.57 ms [2022-04-19 13:18:23 main:574] : INFO : Epoch 1925 | loss: 0.031107 | val_loss: 0.0311373 | Time: 1124.42 ms [2022-04-19 13:18:24 main:574] : INFO : Epoch 1926 | loss: 0.0311019 | val_loss: 0.0311414 | Time: 1123.22 ms [2022-04-19 13:18:26 main:574] : INFO : Epoch 1927 | loss: 0.0311004 | val_loss: 0.0311344 | Time: 1121.89 ms [2022-04-19 13:18:27 main:574] : INFO : Epoch 1928 | loss: 0.0310996 | val_loss: 0.0311395 | Time: 1124.75 ms [2022-04-19 13:18:28 main:574] : INFO : Epoch 1929 | loss: 0.0310969 | val_loss: 0.0311396 | Time: 1126 ms [2022-04-19 13:18:29 main:574] : INFO : Epoch 1930 | loss: 0.0310961 | val_loss: 0.0311421 | Time: 1121.89 ms [2022-04-19 13:18:30 main:574] : INFO : Epoch 1931 | loss: 0.0310948 | val_loss: 0.0311369 | Time: 1122.65 ms [2022-04-19 13:18:32 main:574] : INFO : Epoch 1932 | loss: 0.0310929 | val_loss: 0.0311416 | Time: 1119.59 ms [2022-04-19 13:18:33 main:574] : INFO : Epoch 1933 | loss: 0.0310987 | val_loss: 0.0311522 | Time: 1124.23 ms [2022-04-19 13:18:34 main:574] : INFO : Epoch 1934 | loss: 0.0311015 | val_loss: 0.0311481 | Time: 1123.55 ms [2022-04-19 13:18:35 main:574] : INFO : Epoch 1935 | loss: 0.0310928 | val_loss: 0.0311492 | Time: 1124.11 ms [2022-04-19 13:18:36 main:574] : INFO : Epoch 1936 | loss: 0.0310925 | val_loss: 0.0311425 | Time: 1122.91 ms [2022-04-19 13:18:38 main:574] : INFO : Epoch 1937 | loss: 0.0310916 | val_loss: 0.0311434 | Time: 1123.61 ms [2022-04-19 13:18:39 main:574] : INFO : Epoch 1938 | loss: 0.0310915 | val_loss: 0.0311455 | Time: 1124.33 ms [2022-04-19 13:18:40 main:574] : INFO : Epoch 1939 | loss: 0.0310937 | val_loss: 0.0311458 | Time: 1123.02 ms [2022-04-19 13:18:41 main:574] : INFO : Epoch 1940 | loss: 0.0310946 | val_loss: 0.0311503 | Time: 1133.22 ms [2022-04-19 13:18:43 main:574] : INFO : Epoch 1941 | loss: 0.0310948 | val_loss: 0.0311437 | Time: 1125.31 ms [2022-04-19 13:18:44 main:574] : INFO : Epoch 1942 | loss: 0.0310931 | val_loss: 0.0311461 | Time: 1122.95 ms [2022-04-19 13:18:45 main:574] : INFO : Epoch 1943 | loss: 0.0310916 | val_loss: 0.0311457 | Time: 1125.55 ms [2022-04-19 13:18:46 main:574] : INFO : Epoch 1944 | loss: 0.03109 | val_loss: 0.0311503 | Time: 1121.33 ms [2022-04-19 13:18:47 main:574] : INFO : Epoch 1945 | loss: 0.0310924 | val_loss: 0.0311498 | Time: 1125.49 ms [2022-04-19 13:18:49 main:574] : INFO : Epoch 1946 | loss: 0.0310906 | val_loss: 0.0311423 | Time: 1122.48 ms [2022-04-19 13:18:50 main:574] : INFO : Epoch 1947 | loss: 0.0310937 | val_loss: 0.0311421 | Time: 1122.78 ms [2022-04-19 13:18:51 main:574] : INFO : Epoch 1948 | loss: 0.0310936 | val_loss: 0.0311469 | Time: 1124.39 ms [2022-04-19 13:18:52 main:574] : INFO : Epoch 1949 | loss: 0.0310966 | val_loss: 0.0311448 | Time: 1122.48 ms [2022-04-19 13:18:54 main:574] : INFO : Epoch 1950 | loss: 0.0310949 | val_loss: 0.0311422 | Time: 1124.43 ms [2022-04-19 13:18:55 main:574] : INFO : Epoch 1951 | loss: 0.0310972 | val_loss: 0.0311385 | Time: 1123.4 ms [2022-04-19 13:18:56 main:574] : INFO : Epoch 1952 | loss: 0.0310983 | val_loss: 0.0311556 | Time: 1122.9 ms [2022-04-19 13:18:57 main:574] : INFO : Epoch 1953 | loss: 0.0310982 | val_loss: 0.0311387 | Time: 1128.94 ms [2022-04-19 13:18:58 main:574] : INFO : Epoch 1954 | loss: 0.0310954 | val_loss: 0.0311535 | Time: 1124.34 ms [2022-04-19 13:18:59 main:574] : INFO : Epoch 1955 | loss: 0.0310935 | val_loss: 0.0311464 | Time: 1122.9 ms [2022-04-19 13:19:01 main:574] : INFO : Epoch 1956 | loss: 0.0310947 | val_loss: 0.031149 | Time: 1129.66 ms [2022-04-19 13:19:02 main:574] : INFO : Epoch 1957 | loss: 0.031095 | val_loss: 0.0311477 | Time: 1128.12 ms [2022-04-19 13:19:03 main:574] : INFO : Epoch 1958 | loss: 0.0310976 | val_loss: 0.0311437 | Time: 1122.84 ms [2022-04-19 13:19:04 main:574] : INFO : Epoch 1959 | loss: 0.0310994 | val_loss: 0.0311394 | Time: 1122.98 ms [2022-04-19 13:19:06 main:574] : INFO : Epoch 1960 | loss: 0.0310972 | val_loss: 0.0311493 | Time: 1124.77 ms [2022-04-19 13:19:07 main:574] : INFO : Epoch 1961 | loss: 0.0310945 | val_loss: 0.0311429 | Time: 1122.3 ms [2022-04-19 13:19:08 main:574] : INFO : Epoch 1962 | loss: 0.0310974 | val_loss: 0.0311419 | Time: 1128.12 ms [2022-04-19 13:19:09 main:574] : INFO : Epoch 1963 | loss: 0.0310975 | val_loss: 0.0311513 | Time: 1126.94 ms [2022-04-19 13:19:10 main:574] : INFO : Epoch 1964 | loss: 0.0310961 | val_loss: 0.0311432 | Time: 1121.38 ms [2022-04-19 13:19:12 main:574] : INFO : Epoch 1965 | loss: 0.0310924 | val_loss: 0.0311453 | Time: 1122.86 ms [2022-04-19 13:19:13 main:574] : INFO : Epoch 1966 | loss: 0.0310933 | val_loss: 0.0311449 | Time: 1121.01 ms [2022-04-19 13:19:14 main:574] : INFO : Epoch 1967 | loss: 0.0310993 | val_loss: 0.0311494 | Time: 1125.79 ms [2022-04-19 13:19:15 main:574] : INFO : Epoch 1968 | loss: 0.0310984 | val_loss: 0.0311471 | Time: 1124.57 ms [2022-04-19 13:19:16 main:574] : INFO : Epoch 1969 | loss: 0.0310948 | val_loss: 0.0311489 | Time: 1121.99 ms [2022-04-19 13:19:17 main:574] : INFO : Epoch 1970 | loss: 0.0310927 | val_loss: 0.0311422 | Time: 1127.75 ms [2022-04-19 13:19:19 main:574] : INFO : Epoch 1971 | loss: 0.0310892 | val_loss: 0.0311426 | Time: 1124.18 ms [2022-04-19 13:19:20 main:574] : INFO : Epoch 1972 | loss: 0.0310931 | val_loss: 0.031144 | Time: 1122.59 ms [2022-04-19 13:19:21 main:574] : INFO : Epoch 1973 | loss: 0.0310924 | val_loss: 0.0311407 | Time: 1123.29 ms [2022-04-19 13:19:22 main:574] : INFO : Epoch 1974 | loss: 0.0310927 | val_loss: 0.0311473 | Time: 1124.5 ms [2022-04-19 13:19:24 main:574] : INFO : Epoch 1975 | loss: 0.0310907 | val_loss: 0.03114 | Time: 1125.21 ms [2022-04-19 13:19:25 main:574] : INFO : Epoch 1976 | loss: 0.0310999 | val_loss: 0.03115 | Time: 1127.77 ms [2022-04-19 13:19:26 main:574] : INFO : Epoch 1977 | loss: 0.0310913 | val_loss: 0.0311427 | Time: 1131.66 ms [2022-04-19 13:19:27 main:574] : INFO : Epoch 1978 | loss: 0.0310902 | val_loss: 0.0311425 | Time: 1121.65 ms [2022-04-19 13:19:28 main:574] : INFO : Epoch 1979 | loss: 0.0310898 | val_loss: 0.0311412 | Time: 1123.62 ms [2022-04-19 13:19:30 main:574] : INFO : Epoch 1980 | loss: 0.0310949 | val_loss: 0.031147 | Time: 1127.53 ms [2022-04-19 13:19:31 main:574] : INFO : Epoch 1981 | loss: 0.0310962 | val_loss: 0.0311482 | Time: 1123.99 ms [2022-04-19 13:19:32 main:574] : INFO : Epoch 1982 | loss: 0.0310973 | val_loss: 0.0311438 | Time: 1122.65 ms [2022-04-19 13:19:33 main:574] : INFO : Epoch 1983 | loss: 0.0311053 | val_loss: 0.0311415 | Time: 1121.02 ms [2022-04-19 13:19:35 main:574] : INFO : Epoch 1984 | loss: 0.0311008 | val_loss: 0.0311415 | Time: 1122.01 ms [2022-04-19 13:19:36 main:574] : INFO : Epoch 1985 | loss: 0.0310979 | val_loss: 0.0311359 | Time: 1128.83 ms [2022-04-19 13:19:37 main:574] : INFO : Epoch 1986 | loss: 0.0310929 | val_loss: 0.0311404 | Time: 1124.65 ms [2022-04-19 13:19:38 main:574] : INFO : Epoch 1987 | loss: 0.031094 | val_loss: 0.031147 | Time: 1122.87 ms [2022-04-19 13:19:39 main:574] : INFO : Epoch 1988 | loss: 0.0310962 | val_loss: 0.0311439 | Time: 1123.72 ms [2022-04-19 13:19:41 main:574] : INFO : Epoch 1989 | loss: 0.0310914 | val_loss: 0.0311434 | Time: 1124.05 ms [2022-04-19 13:19:42 main:574] : INFO : Epoch 1990 | loss: 0.0310922 | val_loss: 0.0311424 | Time: 1124.29 ms [2022-04-19 13:19:43 main:574] : INFO : Epoch 1991 | loss: 0.0310944 | val_loss: 0.0311397 | Time: 1121.63 ms [2022-04-19 13:19:44 main:574] : INFO : Epoch 1992 | loss: 0.031092 | val_loss: 0.0311468 | Time: 1127.6 ms [2022-04-19 13:19:45 main:574] : INFO : Epoch 1993 | loss: 0.0310902 | val_loss: 0.031144 | Time: 1126.16 ms [2022-04-19 13:19:47 main:574] : INFO : Epoch 1994 | loss: 0.0310925 | val_loss: 0.0311478 | Time: 1122.44 ms [2022-04-19 13:19:48 main:574] : INFO : Epoch 1995 | loss: 0.0310886 | val_loss: 0.0311416 | Time: 1126.33 ms [2022-04-19 13:19:49 main:574] : INFO : Epoch 1996 | loss: 0.0310924 | val_loss: 0.0311436 | Time: 1125.93 ms [2022-04-19 13:19:50 main:574] : INFO : Epoch 1997 | loss: 0.0310909 | val_loss: 0.031141 | Time: 1123.29 ms [2022-04-19 13:19:52 main:574] : INFO : Epoch 1998 | loss: 0.0310889 | val_loss: 0.0311475 | Time: 1122.75 ms [2022-04-19 13:19:53 main:574] : INFO : Epoch 1999 | loss: 0.03109 | val_loss: 0.031146 | Time: 1123.8 ms [2022-04-19 13:19:54 main:574] : INFO : Epoch 2000 | loss: 0.031089 | val_loss: 0.0311438 | Time: 1123.41 ms [2022-04-19 13:19:55 main:574] : INFO : Epoch 2001 | loss: 0.0310896 | val_loss: 0.0311456 | Time: 1124.05 ms [2022-04-19 13:19:56 main:574] : INFO : Epoch 2002 | loss: 0.031089 | val_loss: 0.031138 | Time: 1122.86 ms [2022-04-19 13:19:58 main:574] : INFO : Epoch 2003 | loss: 0.031089 | val_loss: 0.031145 | Time: 1125.36 ms [2022-04-19 13:19:59 main:574] : INFO : Epoch 2004 | loss: 0.0310914 | val_loss: 0.0311392 | Time: 1124.8 ms [2022-04-19 13:20:00 main:574] : INFO : Epoch 2005 | loss: 0.0310902 | val_loss: 0.0311482 | Time: 1123.42 ms [2022-04-19 13:20:01 main:574] : INFO : Epoch 2006 | loss: 0.0310857 | val_loss: 0.0311415 | Time: 1124.04 ms [2022-04-19 13:20:02 main:574] : INFO : Epoch 2007 | loss: 0.0310921 | val_loss: 0.0311401 | Time: 1124.63 ms [2022-04-19 13:20:04 main:574] : INFO : Epoch 2008 | loss: 0.0310902 | val_loss: 0.0311409 | Time: 1122.98 ms [2022-04-19 13:20:05 main:574] : INFO : Epoch 2009 | loss: 0.0310927 | val_loss: 0.0311471 | Time: 1125.88 ms [2022-04-19 13:20:06 main:574] : INFO : Epoch 2010 | loss: 0.0310942 | val_loss: 0.0311415 | Time: 1126.02 ms [2022-04-19 13:20:07 main:574] : INFO : Epoch 2011 | loss: 0.0310899 | val_loss: 0.031149 | Time: 1123.34 ms [2022-04-19 13:20:09 main:574] : INFO : Epoch 2012 | loss: 0.0310883 | val_loss: 0.0311427 | Time: 1125.63 ms [2022-04-19 13:20:10 main:574] : INFO : Epoch 2013 | loss: 0.0310854 | val_loss: 0.0311452 | Time: 1125.04 ms [2022-04-19 13:20:11 main:574] : INFO : Epoch 2014 | loss: 0.0310879 | val_loss: 0.0311482 | Time: 1124.71 ms [2022-04-19 13:20:12 main:574] : INFO : Epoch 2015 | loss: 0.0310854 | val_loss: 0.0311452 | Time: 1124.44 ms [2022-04-19 13:20:13 main:574] : INFO : Epoch 2016 | loss: 0.0310869 | val_loss: 0.0311488 | Time: 1122.56 ms [2022-04-19 13:20:15 main:574] : INFO : Epoch 2017 | loss: 0.0313913 | val_loss: 0.0325516 | Time: 1125.34 ms [2022-04-19 13:20:16 main:574] : INFO : Epoch 2018 | loss: 0.0474552 | val_loss: 0.033953 | Time: 1121.37 ms [2022-04-19 13:20:17 main:574] : INFO : Epoch 2019 | loss: 0.0391622 | val_loss: 0.0322471 | Time: 1124.57 ms [2022-04-19 13:20:18 main:574] : INFO : Epoch 2020 | loss: 0.0318455 | val_loss: 0.0313395 | Time: 1123.23 ms [2022-04-19 13:20:19 main:574] : INFO : Epoch 2021 | loss: 0.0313182 | val_loss: 0.0312634 | Time: 1125.14 ms [2022-04-19 13:20:21 main:574] : INFO : Epoch 2022 | loss: 0.0312543 | val_loss: 0.0312455 | Time: 1123.81 ms [2022-04-19 13:20:22 main:574] : INFO : Epoch 2023 | loss: 0.0312405 | val_loss: 0.0312368 | Time: 1123.21 ms [2022-04-19 13:20:23 main:574] : INFO : Epoch 2024 | loss: 0.0312375 | val_loss: 0.031233 | Time: 1123.52 ms [2022-04-19 13:20:24 main:574] : INFO : Epoch 2025 | loss: 0.0312333 | val_loss: 0.0312315 | Time: 1127.44 ms [2022-04-19 13:20:25 main:574] : INFO : Epoch 2026 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 1121.54 ms [2022-04-19 13:20:27 main:574] : INFO : Epoch 2027 | loss: 0.0312307 | val_loss: 0.0312285 | Time: 1122.38 ms [2022-04-19 13:20:28 main:574] : INFO : Epoch 2028 | loss: 0.0312292 | val_loss: 0.0312268 | Time: 1119.52 ms [2022-04-19 13:20:29 main:574] : INFO : Epoch 2029 | loss: 0.0312276 | val_loss: 0.0312252 | Time: 1117.2 ms [2022-04-19 13:20:30 main:574] : INFO : Epoch 2030 | loss: 0.0312255 | val_loss: 0.0312233 | Time: 1114.94 ms [2022-04-19 13:20:32 main:574] : INFO : Epoch 2031 | loss: 0.0312243 | val_loss: 0.0312223 | Time: 1117.36 ms [2022-04-19 13:20:33 main:574] : INFO : Epoch 2032 | loss: 0.0312226 | val_loss: 0.0312185 | Time: 1119.63 ms [2022-04-19 13:20:34 main:574] : INFO : Epoch 2033 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 1115.47 ms [2022-04-19 13:20:35 main:574] : INFO : Epoch 2034 | loss: 0.0312212 | val_loss: 0.031215 | Time: 1116.65 ms [2022-04-19 13:20:36 main:574] : INFO : Epoch 2035 | loss: 0.0312137 | val_loss: 0.031207 | Time: 1125.66 ms [2022-04-19 13:20:38 main:574] : INFO : Epoch 2036 | loss: 0.0312092 | val_loss: 0.0312018 | Time: 1125.33 ms [2022-04-19 13:20:39 main:574] : INFO : Epoch 2037 | loss: 0.0312055 | val_loss: 0.0312004 | Time: 1123.83 ms [2022-04-19 13:20:40 main:574] : INFO : Epoch 2038 | loss: 0.0312025 | val_loss: 0.0311964 | Time: 1123.16 ms [2022-04-19 13:20:41 main:574] : INFO : Epoch 2039 | loss: 0.0311987 | val_loss: 0.0311957 | Time: 1122.37 ms [2022-04-19 13:20:43 main:574] : INFO : Epoch 2040 | loss: 0.0311962 | val_loss: 0.0311927 | Time: 1122.11 ms [2022-04-19 13:20:44 main:574] : INFO : Epoch 2041 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 1121.63 ms [2022-04-19 13:20:45 main:574] : INFO : Epoch 2042 | loss: 0.0311949 | val_loss: 0.0311912 | Time: 1121.34 ms [2022-04-19 13:20:46 main:574] : INFO : Epoch 2043 | loss: 0.0311923 | val_loss: 0.0311884 | Time: 1123.38 ms [2022-04-19 13:20:47 main:574] : INFO : Epoch 2044 | loss: 0.0311906 | val_loss: 0.0311885 | Time: 1123.5 ms [2022-04-19 13:20:49 main:574] : INFO : Epoch 2045 | loss: 0.0311893 | val_loss: 0.0311865 | Time: 1128.7 ms [2022-04-19 13:20:50 main:574] : INFO : Epoch 2046 | loss: 0.0311901 | val_loss: 0.0311869 | Time: 1124.3 ms [2022-04-19 13:20:51 main:574] : INFO : Epoch 2047 | loss: 0.0311931 | val_loss: 0.0311861 | Time: 1128.7 ms [2022-04-19 13:20:52 main:574] : INFO : Epoch 2048 | loss: 0.0311884 | val_loss: 0.0311863 | Time: 1130.11 ms [2022-04-19 13:20:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311863 [2022-04-19 13:20:53 main:603] : INFO : Saving end state to config to file [2022-04-19 13:20:53 main:608] : INFO : Success, exiting.. 13:20:53 (14812): 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)