Task 7695529
| Name | ParityModified-1631732577-20269-2_1 |
| Workunit | 5254738 |
| Created | 29 Sep 2021, 12:18:47 UTC |
| Sent | 29 Sep 2021, 14:15:45 UTC |
| Report deadline | 6 Oct 2021, 14:15:45 UTC |
| Received | 30 Sep 2021, 3:51:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 59 min 7 sec |
| CPU time | 59 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0311497 | val_loss: 0.0311839 | Time: 1737.08 ms [2021-09-29 22:36:16 main:581] : INFO : Epoch 1539 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 1730.26 ms [2021-09-29 22:36:17 main:581] : INFO : Epoch 1540 | loss: 0.0311494 | val_loss: 0.0311604 | Time: 1733.83 ms [2021-09-29 22:36:19 main:581] : INFO : Epoch 1541 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 1729.12 ms [2021-09-29 22:36:21 main:581] : INFO : Epoch 1542 | loss: 0.0311493 | val_loss: 0.0311589 | Time: 1750.23 ms [2021-09-29 22:36:22 main:581] : INFO : Epoch 1543 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 1708.76 ms [2021-09-29 22:36:24 main:581] : INFO : Epoch 1544 | loss: 0.031151 | val_loss: 0.0311597 | Time: 1735.15 ms [2021-09-29 22:36:26 main:581] : INFO : Epoch 1545 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 1737.96 ms [2021-09-29 22:36:28 main:581] : INFO : Epoch 1546 | loss: 0.031152 | val_loss: 0.0311609 | Time: 1730.19 ms [2021-09-29 22:36:29 main:581] : INFO : Epoch 1547 | loss: 0.0311498 | val_loss: 0.031158 | Time: 1727.61 ms [2021-09-29 22:36:31 main:581] : INFO : Epoch 1548 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 1732.98 ms [2021-09-29 22:36:33 main:581] : INFO : Epoch 1549 | loss: 0.0311492 | val_loss: 0.0311591 | Time: 1709.44 ms [2021-09-29 22:36:35 main:581] : INFO : Epoch 1550 | loss: 0.0311498 | val_loss: 0.0311574 | Time: 1731.17 ms [2021-09-29 22:36:36 main:581] : INFO : Epoch 1551 | loss: 0.0311494 | val_loss: 0.0311586 | Time: 1719.71 ms [2021-09-29 22:36:38 main:581] : INFO : Epoch 1552 | loss: 0.0311478 | val_loss: 0.0311597 | Time: 1694.11 ms [2021-09-29 22:36:40 main:581] : INFO : Epoch 1553 | loss: 0.031149 | val_loss: 0.031164 | Time: 1734.68 ms [2021-09-29 22:36:41 main:581] : INFO : Epoch 1554 | loss: 0.0311493 | val_loss: 0.031161 | Time: 1736.82 ms [2021-09-29 22:36:43 main:581] : INFO : Epoch 1555 | loss: 0.0311479 | val_loss: 0.0311601 | Time: 1721.83 ms [2021-09-29 22:36:45 main:581] : INFO : Epoch 1556 | loss: 0.031147 | val_loss: 0.0311581 | Time: 1712.36 ms [2021-09-29 22:36:47 main:581] : INFO : Epoch 1557 | loss: 0.0311462 | val_loss: 0.031158 | Time: 1744.63 ms [2021-09-29 22:36:48 main:581] : INFO : Epoch 1558 | loss: 0.0311452 | val_loss: 0.0311596 | Time: 1725.78 ms [2021-09-29 22:36:50 main:581] : INFO : Epoch 1559 | loss: 0.0311447 | val_loss: 0.0311599 | Time: 1729.84 ms [2021-09-29 22:36:52 main:581] : INFO : Epoch 1560 | loss: 0.0311441 | val_loss: 0.0311608 | Time: 1725.06 ms [2021-09-29 22:36:54 main:581] : INFO : Epoch 1561 | loss: 0.0311459 | val_loss: 0.0311625 | Time: 1730.17 ms [2021-09-29 22:36:55 main:581] : INFO : Epoch 1562 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 1753.58 ms [2021-09-29 22:36:57 main:581] : INFO : Epoch 1563 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 1731.65 ms [2021-09-29 22:36:59 main:581] : INFO : Epoch 1564 | loss: 0.0311462 | val_loss: 0.0311805 | Time: 1728.98 ms [2021-09-29 22:37:00 main:581] : INFO : Epoch 1565 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 1719.16 ms [2021-09-29 22:37:02 main:581] : INFO : Epoch 1566 | loss: 0.0311516 | val_loss: 0.0311567 | Time: 1729.84 ms [2021-09-29 22:37:04 main:581] : INFO : Epoch 1567 | loss: 0.0311476 | val_loss: 0.0311575 | Time: 1732.05 ms [2021-09-29 22:37:06 main:581] : INFO : Epoch 1568 | loss: 0.0311486 | val_loss: 0.0311673 | Time: 1730.39 ms [2021-09-29 22:37:07 main:581] : INFO : Epoch 1569 | loss: 0.0311477 | val_loss: 0.031157 | Time: 1736.22 ms [2021-09-29 22:37:09 main:581] : INFO : Epoch 1570 | loss: 0.0311449 | val_loss: 0.0311576 | Time: 1727.67 ms [2021-09-29 22:37:11 main:581] : INFO : Epoch 1571 | loss: 0.0311468 | val_loss: 0.0311571 | Time: 1711.33 ms [2021-09-29 22:37:13 main:581] : INFO : Epoch 1572 | loss: 0.031148 | val_loss: 0.0311573 | Time: 1728.2 ms [2021-09-29 22:37:14 main:581] : INFO : Epoch 1573 | loss: 0.0311465 | val_loss: 0.0311576 | Time: 1737.18 ms [2021-09-29 22:37:16 main:581] : INFO : Epoch 1574 | loss: 0.0311467 | val_loss: 0.0311561 | Time: 1724.03 ms [2021-09-29 22:37:18 main:581] : INFO : Epoch 1575 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 1727.32 ms [2021-09-29 22:37:20 main:581] : INFO : Epoch 1576 | loss: 0.0311454 | val_loss: 0.0311604 | Time: 1713.86 ms [2021-09-29 22:37:21 main:581] : INFO : Epoch 1577 | loss: 0.0311469 | val_loss: 0.031158 | Time: 1719.52 ms [2021-09-29 22:37:23 main:581] : INFO : Epoch 1578 | loss: 0.0311453 | val_loss: 0.031157 | Time: 1719.75 ms [2021-09-29 22:37:25 main:581] : INFO : Epoch 1579 | loss: 0.0311463 | val_loss: 0.0311576 | Time: 1722.46 ms [2021-09-29 22:37:26 main:581] : INFO : Epoch 1580 | loss: 0.0311459 | val_loss: 0.0311574 | Time: 1737.56 ms [2021-09-29 22:37:28 main:581] : INFO : Epoch 1581 | loss: 0.0311459 | val_loss: 0.0311566 | Time: 1734.48 ms [2021-09-29 22:37:30 main:581] : INFO : Epoch 1582 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 1713.37 ms [2021-09-29 22:37:32 main:581] : INFO : Epoch 1583 | loss: 0.031146 | val_loss: 0.0311555 | Time: 1750.89 ms [2021-09-29 22:37:33 main:581] : INFO : Epoch 1584 | loss: 0.0311439 | val_loss: 0.0311546 | Time: 1699.72 ms [2021-09-29 22:37:35 main:581] : INFO : Epoch 1585 | loss: 0.031144 | val_loss: 0.0311558 | Time: 1740.54 ms [2021-09-29 22:37:37 main:581] : INFO : Epoch 1586 | loss: 0.0311468 | val_loss: 0.0311607 | Time: 1742.24 ms [2021-09-29 22:37:39 main:581] : INFO : Epoch 1587 | loss: 0.0311469 | val_loss: 0.0311576 | Time: 1732.2 ms [2021-09-29 22:37:40 main:581] : INFO : Epoch 1588 | loss: 0.031145 | val_loss: 0.0311584 | Time: 1709.3 ms [2021-09-29 22:37:42 main:581] : INFO : Epoch 1589 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 1728.99 ms [2021-09-29 22:37:44 main:581] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311571 | Time: 1703.68 ms [2021-09-29 22:37:45 main:581] : INFO : Epoch 1591 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 1739.67 ms [2021-09-29 22:37:47 main:581] : INFO : Epoch 1592 | loss: 0.0311445 | val_loss: 0.0311566 | Time: 1746.93 ms [2021-09-29 22:37:49 main:581] : INFO : Epoch 1593 | loss: 0.0311421 | val_loss: 0.0311563 | Time: 1748.11 ms [2021-09-29 22:37:51 main:581] : INFO : Epoch 1594 | loss: 0.0311411 | val_loss: 0.031158 | Time: 1734.62 ms [2021-09-29 22:37:52 main:581] : INFO : Epoch 1595 | loss: 0.0311421 | val_loss: 0.0311641 | Time: 1719.29 ms [2021-09-29 22:37:54 main:581] : INFO : Epoch 1596 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 1726.33 ms [2021-09-29 22:37:56 main:581] : INFO : Epoch 1597 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 1728.81 ms [2021-09-29 22:37:58 main:581] : INFO : Epoch 1598 | loss: 0.0311446 | val_loss: 0.0311574 | Time: 1737.75 ms [2021-09-29 22:37:59 main:581] : INFO : Epoch 1599 | loss: 0.0311434 | val_loss: 0.0311596 | Time: 1731.17 ms [2021-09-29 22:38:01 main:581] : INFO : Epoch 1600 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 1730.61 ms [2021-09-29 22:38:03 main:581] : INFO : Epoch 1601 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 1717.62 ms [2021-09-29 22:38:04 main:581] : INFO : Epoch 1602 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 1709.49 ms [2021-09-29 22:38:06 main:581] : INFO : Epoch 1603 | loss: 0.0311406 | val_loss: 0.0311588 | Time: 1735.03 ms [2021-09-29 22:38:08 main:581] : INFO : Epoch 1604 | loss: 0.0311398 | val_loss: 0.0311576 | Time: 1734.15 ms [2021-09-29 22:38:10 main:581] : INFO : Epoch 1605 | loss: 0.0311408 | val_loss: 0.0311584 | Time: 1718.12 ms [2021-09-29 22:38:11 main:581] : INFO : Epoch 1606 | loss: 0.0311417 | val_loss: 0.0311582 | Time: 1730.82 ms [2021-09-29 22:38:13 main:581] : INFO : Epoch 1607 | loss: 0.0311425 | val_loss: 0.0311564 | Time: 1718.84 ms [2021-09-29 22:38:15 main:581] : INFO : Epoch 1608 | loss: 0.0311418 | val_loss: 0.031157 | Time: 1723.18 ms [2021-09-29 22:38:17 main:581] : INFO : Epoch 1609 | loss: 0.0311408 | val_loss: 0.0311556 | Time: 1746.27 ms [2021-09-29 22:38:18 main:581] : INFO : Epoch 1610 | loss: 0.0311414 | val_loss: 0.0311547 | Time: 1750.59 ms [2021-09-29 22:38:20 main:581] : INFO : Epoch 1611 | loss: 0.0311432 | val_loss: 0.0311569 | Time: 1741.24 ms [2021-09-29 22:38:22 main:581] : INFO : Epoch 1612 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 1735.67 ms [2021-09-29 22:38:24 main:581] : INFO : Epoch 1613 | loss: 0.0311442 | val_loss: 0.0311588 | Time: 1723.19 ms [2021-09-29 22:38:25 main:581] : INFO : Epoch 1614 | loss: 0.0311419 | val_loss: 0.0311573 | Time: 1701.17 ms [2021-09-29 22:38:27 main:581] : INFO : Epoch 1615 | loss: 0.0311404 | val_loss: 0.0311538 | Time: 1722.95 ms [2021-09-29 22:38:29 main:581] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311578 | Time: 1716.06 ms [2021-09-29 22:38:30 main:581] : INFO : Epoch 1617 | loss: 0.0311394 | val_loss: 0.0311613 | Time: 1725.75 ms [2021-09-29 22:38:32 main:581] : INFO : Epoch 1618 | loss: 0.0311385 | val_loss: 0.0311559 | Time: 1743.31 ms [2021-09-29 22:38:34 main:581] : INFO : Epoch 1619 | loss: 0.031142 | val_loss: 0.0311627 | Time: 1714.61 ms [2021-09-29 22:38:36 main:581] : INFO : Epoch 1620 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 1704.69 ms [2021-09-29 22:38:37 main:581] : INFO : Epoch 1621 | loss: 0.0311393 | val_loss: 0.0311578 | Time: 1718.54 ms [2021-09-29 22:38:39 main:581] : INFO : Epoch 1622 | loss: 0.0311387 | val_loss: 0.0311578 | Time: 1715.69 ms [2021-09-29 22:38:41 main:581] : INFO : Epoch 1623 | loss: 0.0311394 | val_loss: 0.0311594 | Time: 1737.04 ms [2021-09-29 22:38:42 main:581] : INFO : Epoch 1624 | loss: 0.0311376 | val_loss: 0.0311594 | Time: 1728.55 ms [2021-09-29 22:38:44 main:581] : INFO : Epoch 1625 | loss: 0.0311399 | val_loss: 0.0311561 | Time: 1722.37 ms [2021-09-29 22:38:46 main:581] : INFO : Epoch 1626 | loss: 0.0311402 | val_loss: 0.0311584 | Time: 1746.87 ms [2021-09-29 22:38:48 main:581] : INFO : Epoch 1627 | loss: 0.0311386 | val_loss: 0.0311557 | Time: 1745.53 ms [2021-09-29 22:38:49 main:581] : INFO : Epoch 1628 | loss: 0.0311398 | val_loss: 0.0311581 | Time: 1708.32 ms [2021-09-29 22:38:51 main:581] : INFO : Epoch 1629 | loss: 0.0311386 | val_loss: 0.0311578 | Time: 1749.96 ms [2021-09-29 22:38:53 main:581] : INFO : Epoch 1630 | loss: 0.0311402 | val_loss: 0.0311607 | Time: 1739.23 ms [2021-09-29 22:38:55 main:581] : INFO : Epoch 1631 | loss: 0.0311417 | val_loss: 0.0311549 | Time: 1729.46 ms [2021-09-29 22:38:56 main:581] : INFO : Epoch 1632 | loss: 0.0311431 | val_loss: 0.0311553 | Time: 1739.05 ms [2021-09-29 22:38:58 main:581] : INFO : Epoch 1633 | loss: 0.031141 | val_loss: 0.0311562 | Time: 1732.08 ms [2021-09-29 22:39:00 main:581] : INFO : Epoch 1634 | loss: 0.0311409 | val_loss: 0.0311566 | Time: 1740.22 ms [2021-09-29 22:39:02 main:581] : INFO : Epoch 1635 | loss: 0.0311414 | val_loss: 0.0311581 | Time: 1754.06 ms [2021-09-29 22:39:03 main:581] : INFO : Epoch 1636 | loss: 0.0311415 | val_loss: 0.0311561 | Time: 1718.84 ms [2021-09-29 22:39:05 main:581] : INFO : Epoch 1637 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 1721.91 ms [2021-09-29 22:39:07 main:581] : INFO : Epoch 1638 | loss: 0.0312527 | val_loss: 0.0314183 | Time: 1731.08 ms [2021-09-29 22:39:08 main:581] : INFO : Epoch 1639 | loss: 0.0321874 | val_loss: 0.0314585 | Time: 1719.52 ms [2021-09-29 22:39:10 main:581] : INFO : Epoch 1640 | loss: 0.0315515 | val_loss: 0.0313743 | Time: 1731.24 ms [2021-09-29 22:39:12 main:581] : INFO : Epoch 1641 | loss: 0.0313158 | val_loss: 0.031264 | Time: 1739.56 ms [2021-09-29 22:39:14 main:581] : INFO : Epoch 1642 | loss: 0.0312346 | val_loss: 0.0311929 | Time: 1735.89 ms [2021-09-29 22:39:15 main:581] : INFO : Epoch 1643 | loss: 0.0311635 | val_loss: 0.0311648 | Time: 1735.88 ms [2021-09-29 22:39:17 main:581] : INFO : Epoch 1644 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 1718.27 ms [2021-09-29 22:39:19 main:581] : INFO : Epoch 1645 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 1744.97 ms [2021-09-29 22:39:21 main:581] : INFO : Epoch 1646 | loss: 0.0311384 | val_loss: 0.0311529 | Time: 1730.95 ms [2021-09-29 22:39:22 main:581] : INFO : Epoch 1647 | loss: 0.0311375 | val_loss: 0.0311562 | Time: 1740.25 ms [2021-09-29 22:39:24 main:581] : INFO : Epoch 1648 | loss: 0.0311361 | val_loss: 0.0311541 | Time: 1722.71 ms [2021-09-29 22:39:26 main:581] : INFO : Epoch 1649 | loss: 0.0311352 | val_loss: 0.0311561 | Time: 1704.57 ms [2021-09-29 22:39:28 main:581] : INFO : Epoch 1650 | loss: 0.0311364 | val_loss: 0.031156 | Time: 1747.07 ms [2021-09-29 22:39:29 main:581] : INFO : Epoch 1651 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 1698.92 ms [2021-09-29 22:39:31 main:581] : INFO : Epoch 1652 | loss: 0.0311381 | val_loss: 0.031159 | Time: 1734.9 ms [2021-09-29 22:39:33 main:581] : INFO : Epoch 1653 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 1735.77 ms [2021-09-29 22:39:34 main:581] : INFO : Epoch 1654 | loss: 0.031145 | val_loss: 0.0311593 | Time: 1724.71 ms [2021-09-29 22:39:36 main:581] : INFO : Epoch 1655 | loss: 0.0311415 | val_loss: 0.0311569 | Time: 1742.28 ms [2021-09-29 22:39:38 main:581] : INFO : Epoch 1656 | loss: 0.0311408 | val_loss: 0.0311557 | Time: 1739.33 ms [2021-09-29 22:39:40 main:581] : INFO : Epoch 1657 | loss: 0.0311398 | val_loss: 0.0311545 | Time: 1719.62 ms [2021-09-29 22:39:41 main:581] : INFO : Epoch 1658 | loss: 0.0311381 | val_loss: 0.0311549 | Time: 1727.89 ms [2021-09-29 22:39:43 main:581] : INFO : Epoch 1659 | loss: 0.0311361 | val_loss: 0.0311549 | Time: 1753.01 ms [2021-09-29 22:39:45 main:581] : INFO : Epoch 1660 | loss: 0.0311394 | val_loss: 0.0311578 | Time: 1730.52 ms [2021-09-29 22:39:47 main:581] : INFO : Epoch 1661 | loss: 0.0311396 | val_loss: 0.0311575 | Time: 1728.18 ms [2021-09-29 22:39:48 main:581] : INFO : Epoch 1662 | loss: 0.0311389 | val_loss: 0.0311561 | Time: 1714.79 ms [2021-09-29 22:39:50 main:581] : INFO : Epoch 1663 | loss: 0.0311422 | val_loss: 0.0311699 | Time: 1735.52 ms [2021-09-29 22:39:52 main:581] : INFO : Epoch 1664 | loss: 0.0311413 | val_loss: 0.0311559 | Time: 1732.51 ms [2021-09-29 22:39:53 main:581] : INFO : Epoch 1665 | loss: 0.0311392 | val_loss: 0.0311587 | Time: 1730.85 ms [2021-09-29 22:39:55 main:581] : INFO : Epoch 1666 | loss: 0.0311378 | val_loss: 0.0311563 | Time: 1722.98 ms [2021-09-29 22:39:57 main:581] : INFO : Epoch 1667 | loss: 0.031136 | val_loss: 0.0311575 | Time: 1748.3 ms [2021-09-29 22:39:59 main:581] : INFO : Epoch 1668 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 1753.42 ms [2021-09-29 22:40:00 main:581] : INFO : Epoch 1669 | loss: 0.0311349 | val_loss: 0.0311574 | Time: 1726.52 ms [2021-09-29 22:40:02 main:581] : INFO : Epoch 1670 | loss: 0.0311368 | val_loss: 0.0311597 | Time: 1723.22 ms [2021-09-29 22:40:04 main:581] : INFO : Epoch 1671 | loss: 0.0311357 | val_loss: 0.0311615 | Time: 1736.63 ms [2021-09-29 22:40:06 main:581] : INFO : Epoch 1672 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 1742.47 ms [2021-09-29 22:40:07 main:581] : INFO : Epoch 1673 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 1717.74 ms [2021-09-29 22:40:09 main:581] : INFO : Epoch 1674 | loss: 0.0311357 | val_loss: 0.0311547 | Time: 1724.85 ms [2021-09-29 22:40:11 main:581] : INFO : Epoch 1675 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 1732.7 ms [2021-09-29 22:40:13 main:581] : INFO : Epoch 1676 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 1735.31 ms [2021-09-29 22:40:14 main:581] : INFO : Epoch 1677 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 1729.41 ms [2021-09-29 22:40:16 main:581] : INFO : Epoch 1678 | loss: 0.0311366 | val_loss: 0.0311576 | Time: 1721.39 ms [2021-09-29 22:40:18 main:581] : INFO : Epoch 1679 | loss: 0.0311368 | val_loss: 0.0311592 | Time: 1758.5 ms [2021-09-29 22:40:20 main:581] : INFO : Epoch 1680 | loss: 0.0311384 | val_loss: 0.0311583 | Time: 1748.41 ms [2021-09-29 22:40:21 main:581] : INFO : Epoch 1681 | loss: 0.0311372 | val_loss: 0.0311565 | Time: 1722.57 ms [2021-09-29 22:40:23 main:581] : INFO : Epoch 1682 | loss: 0.031136 | val_loss: 0.0311551 | Time: 1738.16 ms [2021-09-29 22:40:25 main:581] : INFO : Epoch 1683 | loss: 0.0311365 | val_loss: 0.0311551 | Time: 1738.37 ms [2021-09-29 22:40:26 main:581] : INFO : Epoch 1684 | loss: 0.0311374 | val_loss: 0.0311544 | Time: 1721.73 ms [2021-09-29 22:40:28 main:581] : INFO : Epoch 1685 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 1741.66 ms [2021-09-29 22:40:30 main:581] : INFO : Epoch 1686 | loss: 0.031141 | val_loss: 0.031158 | Time: 1722.11 ms [2021-09-29 22:40:32 main:581] : INFO : Epoch 1687 | loss: 0.0311421 | val_loss: 0.0311627 | Time: 1714.39 ms [2021-09-29 22:40:33 main:581] : INFO : Epoch 1688 | loss: 0.0311428 | val_loss: 0.031157 | Time: 1738.07 ms [2021-09-29 22:40:35 main:581] : INFO : Epoch 1689 | loss: 0.0311396 | val_loss: 0.0311541 | Time: 1726.94 ms [2021-09-29 22:40:37 main:581] : INFO : Epoch 1690 | loss: 0.031138 | val_loss: 0.0311547 | Time: 1704.76 ms [2021-09-29 22:40:39 main:581] : INFO : Epoch 1691 | loss: 0.0311384 | val_loss: 0.0311547 | Time: 1728.44 ms [2021-09-29 22:40:40 main:581] : INFO : Epoch 1692 | loss: 0.0311399 | val_loss: 0.0311562 | Time: 1713.94 ms [2021-09-29 22:40:42 main:581] : INFO : Epoch 1693 | loss: 0.031137 | val_loss: 0.0311534 | Time: 1731.24 ms [2021-09-29 22:40:44 main:581] : INFO : Epoch 1694 | loss: 0.031135 | val_loss: 0.0311562 | Time: 1743.3 ms [2021-09-29 22:40:45 main:581] : INFO : Epoch 1695 | loss: 0.0311349 | val_loss: 0.0311542 | Time: 1741.14 ms [2021-09-29 22:40:47 main:581] : INFO : Epoch 1696 | loss: 0.0311339 | val_loss: 0.0311567 | Time: 1744.39 ms [2021-09-29 22:40:49 main:581] : INFO : Epoch 1697 | loss: 0.0311377 | val_loss: 0.0311542 | Time: 1736.56 ms [2021-09-29 22:40:51 main:581] : INFO : Epoch 1698 | loss: 0.0311378 | val_loss: 0.0311532 | Time: 1733.85 ms [2021-09-29 22:40:52 main:581] : INFO : Epoch 1699 | loss: 0.0311394 | val_loss: 0.0311541 | Time: 1743.19 ms [2021-09-29 22:40:54 main:581] : INFO : Epoch 1700 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 1743.58 ms [2021-09-29 22:40:56 main:581] : INFO : Epoch 1701 | loss: 0.0311375 | val_loss: 0.0311566 | Time: 1735.64 ms [2021-09-29 22:40:58 main:581] : INFO : Epoch 1702 | loss: 0.0311355 | val_loss: 0.0311546 | Time: 1719.21 ms [2021-09-29 22:40:59 main:581] : INFO : Epoch 1703 | loss: 0.0311341 | val_loss: 0.0311539 | Time: 1710.16 ms [2021-09-29 22:41:01 main:581] : INFO : Epoch 1704 | loss: 0.0311362 | val_loss: 0.0311827 | Time: 1701.55 ms [2021-09-29 22:41:03 main:581] : INFO : Epoch 1705 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 1722.61 ms [2021-09-29 22:41:04 main:581] : INFO : Epoch 1706 | loss: 0.0311804 | val_loss: 0.0311763 | Time: 1749.32 ms [2021-09-29 22:41:06 main:581] : INFO : Epoch 1707 | loss: 0.031178 | val_loss: 0.0311825 | Time: 1748.49 ms [2021-09-29 22:41:08 main:581] : INFO : Epoch 1708 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 1722.35 ms [2021-09-29 22:41:10 main:581] : INFO : Epoch 1709 | loss: 0.0311716 | val_loss: 0.0311729 | Time: 1746.37 ms [2021-09-29 22:41:11 main:581] : INFO : Epoch 1710 | loss: 0.0311684 | val_loss: 0.0311698 | Time: 1745.48 ms [2021-09-29 22:41:13 main:581] : INFO : Epoch 1711 | loss: 0.0311664 | val_loss: 0.0311675 | Time: 1730.31 ms [2021-09-29 22:41:15 main:581] : INFO : Epoch 1712 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1730.85 ms [2021-09-29 22:41:17 main:581] : INFO : Epoch 1713 | loss: 0.0311634 | val_loss: 0.0311642 | Time: 1720.88 ms [2021-09-29 22:41:18 main:581] : INFO : Epoch 1714 | loss: 0.0311597 | val_loss: 0.0311629 | Time: 1731.38 ms [2021-09-29 22:41:20 main:581] : INFO : Epoch 1715 | loss: 0.0311588 | val_loss: 0.0311629 | Time: 1739.38 ms [2021-09-29 22:41:22 main:581] : INFO : Epoch 1716 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 1718.46 ms [2021-09-29 22:41:24 main:581] : INFO : Epoch 1717 | loss: 0.0311564 | val_loss: 0.0311623 | Time: 1727.73 ms [2021-09-29 22:41:25 main:581] : INFO : Epoch 1718 | loss: 0.0311547 | val_loss: 0.0311628 | Time: 1738.09 ms [2021-09-29 22:41:27 main:581] : INFO : Epoch 1719 | loss: 0.0311551 | val_loss: 0.0311616 | Time: 1728.05 ms [2021-09-29 22:41:29 main:581] : INFO : Epoch 1720 | loss: 0.0311534 | val_loss: 0.0311612 | Time: 1722.13 ms [2021-09-29 22:41:30 main:581] : INFO : Epoch 1721 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 1711.89 ms [2021-09-29 22:41:32 main:581] : INFO : Epoch 1722 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 1713.45 ms [2021-09-29 22:41:34 main:581] : INFO : Epoch 1723 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 1733.53 ms [2021-09-29 22:41:36 main:581] : INFO : Epoch 1724 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 1738.63 ms [2021-09-29 22:41:37 main:581] : INFO : Epoch 1725 | loss: 0.031149 | val_loss: 0.0311619 | Time: 1737.23 ms [2021-09-29 22:41:39 main:581] : INFO : Epoch 1726 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 1735.31 ms [2021-09-29 22:41:41 main:581] : INFO : Epoch 1727 | loss: 0.0311477 | val_loss: 0.0311593 | Time: 1725.77 ms [2021-09-29 22:41:43 main:581] : INFO : Epoch 1728 | loss: 0.0311489 | val_loss: 0.0311602 | Time: 1736.01 ms [2021-09-29 22:41:44 main:581] : INFO : Epoch 1729 | loss: 0.0311469 | val_loss: 0.0311587 | Time: 1731.52 ms [2021-09-29 22:41:46 main:581] : INFO : Epoch 1730 | loss: 0.0311463 | val_loss: 0.031158 | Time: 1718.15 ms [2021-09-29 22:41:48 main:581] : INFO : Epoch 1731 | loss: 0.0311467 | val_loss: 0.0311615 | Time: 1731.55 ms [2021-09-29 22:41:50 main:581] : INFO : Epoch 1732 | loss: 0.0311474 | val_loss: 0.0311582 | Time: 1745.2 ms [2021-09-29 22:41:51 main:581] : INFO : Epoch 1733 | loss: 0.0311462 | val_loss: 0.0311631 | Time: 1735.38 ms [2021-09-29 22:41:53 main:581] : INFO : Epoch 1734 | loss: 0.0311458 | val_loss: 0.0311583 | Time: 1732.44 ms [2021-09-29 22:41:55 main:581] : INFO : Epoch 1735 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 1717.63 ms [2021-09-29 22:41:56 main:581] : INFO : Epoch 1736 | loss: 0.031146 | val_loss: 0.031158 | Time: 1721.99 ms [2021-09-29 22:41:58 main:581] : INFO : Epoch 1737 | loss: 0.0311449 | val_loss: 0.03116 | Time: 1732.83 ms [2021-09-29 22:42:00 main:581] : INFO : Epoch 1738 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 1730.2 ms [2021-09-29 22:42:02 main:581] : INFO : Epoch 1739 | loss: 0.0311444 | val_loss: 0.031156 | Time: 1739.1 ms [2021-09-29 22:42:03 main:581] : INFO : Epoch 1740 | loss: 0.031145 | val_loss: 0.031157 | Time: 1729.47 ms [2021-09-29 22:42:05 main:581] : INFO : Epoch 1741 | loss: 0.0311461 | val_loss: 0.0311569 | Time: 1755.12 ms [2021-09-29 22:42:07 main:581] : INFO : Epoch 1742 | loss: 0.0311442 | val_loss: 0.0311563 | Time: 1746.95 ms [2021-09-29 22:42:09 main:581] : INFO : Epoch 1743 | loss: 0.0311472 | val_loss: 0.0311586 | Time: 1728.28 ms [2021-09-29 22:42:10 main:581] : INFO : Epoch 1744 | loss: 0.0311545 | val_loss: 0.0311581 | Time: 1741.92 ms [2021-09-29 22:42:12 main:581] : INFO : Epoch 1745 | loss: 0.0311517 | val_loss: 0.0311585 | Time: 1724.73 ms [2021-09-29 22:42:14 main:581] : INFO : Epoch 1746 | loss: 0.0311491 | val_loss: 0.0311538 | Time: 1728.61 ms [2021-09-29 22:42:16 main:581] : INFO : Epoch 1747 | loss: 0.0311472 | val_loss: 0.0311539 | Time: 1734.18 ms [2021-09-29 22:42:17 main:581] : INFO : Epoch 1748 | loss: 0.0311464 | val_loss: 0.0311522 | Time: 1736.95 ms [2021-09-29 22:42:19 main:581] : INFO : Epoch 1749 | loss: 0.0311444 | val_loss: 0.0311527 | Time: 1736.98 ms [2021-09-29 22:42:21 main:581] : INFO : Epoch 1750 | loss: 0.0311444 | val_loss: 0.0311533 | Time: 1728.87 ms [2021-09-29 22:42:22 main:581] : INFO : Epoch 1751 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 1701.9 ms [2021-09-29 22:42:24 main:581] : INFO : Epoch 1752 | loss: 0.0311433 | val_loss: 0.0311515 | Time: 1732.18 ms [2021-09-29 22:42:26 main:581] : INFO : Epoch 1753 | loss: 0.0311446 | val_loss: 0.0311549 | Time: 1749.62 ms [2021-09-29 22:42:28 main:581] : INFO : Epoch 1754 | loss: 0.031142 | val_loss: 0.0311505 | Time: 1712.25 ms [2021-09-29 22:42:29 main:581] : INFO : Epoch 1755 | loss: 0.0311413 | val_loss: 0.0311509 | Time: 1740.67 ms [2021-09-29 22:42:31 main:581] : INFO : Epoch 1756 | loss: 0.0311401 | val_loss: 0.0311501 | Time: 1742.86 ms [2021-09-29 22:42:33 main:581] : INFO : Epoch 1757 | loss: 0.0311398 | val_loss: 0.0311579 | Time: 1728.49 ms [2021-09-29 22:42:35 main:581] : INFO : Epoch 1758 | loss: 0.0311447 | val_loss: 0.0311527 | Time: 1727.26 ms [2021-09-29 22:42:36 main:581] : INFO : Epoch 1759 | loss: 0.0311401 | val_loss: 0.0311532 | Time: 1719.58 ms [2021-09-29 22:42:38 main:581] : INFO : Epoch 1760 | loss: 0.031138 | val_loss: 0.0311525 | Time: 1707.89 ms [2021-09-29 22:42:40 main:581] : INFO : Epoch 1761 | loss: 0.0311404 | val_loss: 0.0311541 | Time: 1718.38 ms [2021-09-29 22:42:41 main:581] : INFO : Epoch 1762 | loss: 0.0311406 | val_loss: 0.0311496 | Time: 1722.7 ms [2021-09-29 22:42:43 main:581] : INFO : Epoch 1763 | loss: 0.0311405 | val_loss: 0.0311549 | Time: 1735.87 ms [2021-09-29 22:42:45 main:581] : INFO : Epoch 1764 | loss: 0.0311395 | val_loss: 0.0311513 | Time: 1728.36 ms [2021-09-29 22:42:47 main:581] : INFO : Epoch 1765 | loss: 0.0311374 | val_loss: 0.0311509 | Time: 1747.41 ms [2021-09-29 22:42:48 main:581] : INFO : Epoch 1766 | loss: 0.031138 | val_loss: 0.0311512 | Time: 1682.48 ms [2021-09-29 22:42:50 main:581] : INFO : Epoch 1767 | loss: 0.0311386 | val_loss: 0.0311547 | Time: 1677.25 ms [2021-09-29 22:42:52 main:581] : INFO : Epoch 1768 | loss: 0.0311369 | val_loss: 0.0311495 | Time: 1751.56 ms [2021-09-29 22:42:53 main:581] : INFO : Epoch 1769 | loss: 0.0311387 | val_loss: 0.0311567 | Time: 1708.15 ms [2021-09-29 22:42:55 main:581] : INFO : Epoch 1770 | loss: 0.0311381 | val_loss: 0.0311526 | Time: 1751.55 ms [2021-09-29 22:42:57 main:581] : INFO : Epoch 1771 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 1744.69 ms [2021-09-29 22:42:59 main:581] : INFO : Epoch 1772 | loss: 0.0311366 | val_loss: 0.0311513 | Time: 1746.67 ms [2021-09-29 22:43:00 main:581] : INFO : Epoch 1773 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 1742.44 ms [2021-09-29 22:43:02 main:581] : INFO : Epoch 1774 | loss: 0.0311358 | val_loss: 0.0311541 | Time: 1726.27 ms [2021-09-29 22:43:04 main:581] : INFO : Epoch 1775 | loss: 0.0311385 | val_loss: 0.0311541 | Time: 1706.46 ms [2021-09-29 22:43:06 main:581] : INFO : Epoch 1776 | loss: 0.031138 | val_loss: 0.0311583 | Time: 1722.36 ms [2021-09-29 22:43:07 main:581] : INFO : Epoch 1777 | loss: 0.0311375 | val_loss: 0.0311502 | Time: 1706.26 ms [2021-09-29 22:43:09 main:581] : INFO : Epoch 1778 | loss: 0.0311382 | val_loss: 0.0311515 | Time: 1722.41 ms [2021-09-29 22:43:11 main:581] : INFO : Epoch 1779 | loss: 0.0311391 | val_loss: 0.0311522 | Time: 1727.53 ms [2021-09-29 22:43:13 main:581] : INFO : Epoch 1780 | loss: 0.0311377 | val_loss: 0.0311518 | Time: 1735.31 ms [2021-09-29 22:43:14 main:581] : INFO : Epoch 1781 | loss: 0.0311376 | val_loss: 0.0311495 | Time: 1741.05 ms [2021-09-29 22:43:16 main:581] : INFO : Epoch 1782 | loss: 0.0311379 | val_loss: 0.0311505 | Time: 1727.36 ms [2021-09-29 22:43:18 main:581] : INFO : Epoch 1783 | loss: 0.0311363 | val_loss: 0.0311514 | Time: 1717.41 ms [2021-09-29 22:43:19 main:581] : INFO : Epoch 1784 | loss: 0.0311344 | val_loss: 0.0311531 | Time: 1726.85 ms [2021-09-29 22:43:21 main:581] : INFO : Epoch 1785 | loss: 0.031135 | val_loss: 0.0311502 | Time: 1735.07 ms [2021-09-29 22:43:23 main:581] : INFO : Epoch 1786 | loss: 0.0311342 | val_loss: 0.0311495 | Time: 1732.58 ms [2021-09-29 22:43:25 main:581] : INFO : Epoch 1787 | loss: 0.0311332 | val_loss: 0.0311505 | Time: 1720.67 ms [2021-09-29 22:43:26 main:581] : INFO : Epoch 1788 | loss: 0.0311363 | val_loss: 0.0311486 | Time: 1725.81 ms [2021-09-29 22:43:28 main:581] : INFO : Epoch 1789 | loss: 0.0311398 | val_loss: 0.0311507 | Time: 1733.97 ms [2021-09-29 22:43:30 main:581] : INFO : Epoch 1790 | loss: 0.0311357 | val_loss: 0.0311485 | Time: 1720.77 ms [2021-09-29 22:43:32 main:581] : INFO : Epoch 1791 | loss: 0.0311357 | val_loss: 0.0311465 | Time: 1724.19 ms [2021-09-29 22:43:33 main:581] : INFO : Epoch 1792 | loss: 0.0311351 | val_loss: 0.0311495 | Time: 1738.7 ms [2021-09-29 22:43:35 main:581] : INFO : Epoch 1793 | loss: 0.031137 | val_loss: 0.0311461 | Time: 1728.15 ms [2021-09-29 22:43:37 main:581] : INFO : Epoch 1794 | loss: 0.0311345 | val_loss: 0.0311454 | Time: 1709.98 ms [2021-09-29 22:43:38 main:581] : INFO : Epoch 1795 | loss: 0.0311344 | val_loss: 0.0311455 | Time: 1734.31 ms [2021-09-29 22:43:40 main:581] : INFO : Epoch 1796 | loss: 0.0311338 | val_loss: 0.0311482 | Time: 1749.01 ms [2021-09-29 22:43:42 main:581] : INFO : Epoch 1797 | loss: 0.0311475 | val_loss: 0.0311594 | Time: 1704.66 ms [2021-09-29 22:43:44 main:581] : INFO : Epoch 1798 | loss: 0.031159 | val_loss: 0.0311603 | Time: 1736.58 ms [2021-09-29 22:43:45 main:581] : INFO : Epoch 1799 | loss: 0.0311583 | val_loss: 0.0311618 | Time: 1733.73 ms [2021-09-29 22:43:47 main:581] : INFO : Epoch 1800 | loss: 0.0311613 | val_loss: 0.0311615 | Time: 1719.51 ms [2021-09-29 22:43:49 main:581] : INFO : Epoch 1801 | loss: 0.0311565 | val_loss: 0.0311597 | Time: 1721.08 ms [2021-09-29 22:43:51 main:581] : INFO : Epoch 1802 | loss: 0.0311542 | val_loss: 0.0311579 | Time: 1730.84 ms [2021-09-29 22:43:52 main:581] : INFO : Epoch 1803 | loss: 0.0311502 | val_loss: 0.0311553 | Time: 1727.97 ms [2021-09-29 22:43:54 main:581] : INFO : Epoch 1804 | loss: 0.0311492 | val_loss: 0.0311547 | Time: 1723.22 ms [2021-09-29 22:43:56 main:581] : INFO : Epoch 1805 | loss: 0.0311518 | val_loss: 0.0311596 | Time: 1722.31 ms [2021-09-29 22:43:57 main:581] : INFO : Epoch 1806 | loss: 0.0311538 | val_loss: 0.0311563 | Time: 1706.68 ms [2021-09-29 22:43:59 main:581] : INFO : Epoch 1807 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 1720.35 ms [2021-09-29 22:44:01 main:581] : INFO : Epoch 1808 | loss: 0.0311505 | val_loss: 0.0311562 | Time: 1750.19 ms [2021-09-29 22:44:03 main:581] : INFO : Epoch 1809 | loss: 0.0311495 | val_loss: 0.0311554 | Time: 1743.1 ms [2021-09-29 22:44:04 main:581] : INFO : Epoch 1810 | loss: 0.0311481 | val_loss: 0.0311531 | Time: 1726.69 ms [2021-09-29 22:44:06 main:581] : INFO : Epoch 1811 | loss: 0.0311463 | val_loss: 0.0311535 | Time: 1746.24 ms [2021-09-29 22:44:08 main:581] : INFO : Epoch 1812 | loss: 0.0311468 | val_loss: 0.0311539 | Time: 1745.65 ms [2021-09-29 22:44:10 main:581] : INFO : Epoch 1813 | loss: 0.0311459 | val_loss: 0.0311544 | Time: 1718.48 ms [2021-09-29 22:44:11 main:581] : INFO : Epoch 1814 | loss: 0.0311446 | val_loss: 0.0311547 | Time: 1735.28 ms [2021-09-29 22:44:13 main:581] : INFO : Epoch 1815 | loss: 0.0311486 | val_loss: 0.0311598 | Time: 1737.83 ms [2021-09-29 22:44:15 main:581] : INFO : Epoch 1816 | loss: 0.0311464 | val_loss: 0.0311554 | Time: 1732.73 ms [2021-09-29 22:44:17 main:581] : INFO : Epoch 1817 | loss: 0.0311461 | val_loss: 0.0311553 | Time: 1746.11 ms [2021-09-29 22:44:18 main:581] : INFO : Epoch 1818 | loss: 0.0311449 | val_loss: 0.0311581 | Time: 1726.99 ms [2021-09-29 22:44:20 main:581] : INFO : Epoch 1819 | loss: 0.0311434 | val_loss: 0.0311524 | Time: 1729.06 ms [2021-09-29 22:44:22 main:581] : INFO : Epoch 1820 | loss: 0.0311416 | val_loss: 0.0311544 | Time: 1756.06 ms [2021-09-29 22:44:23 main:581] : INFO : Epoch 1821 | loss: 0.0311424 | val_loss: 0.0311552 | Time: 1732.12 ms [2021-09-29 22:44:25 main:581] : INFO : Epoch 1822 | loss: 0.031143 | val_loss: 0.0311549 | Time: 1720.02 ms [2021-09-29 22:44:27 main:581] : INFO : Epoch 1823 | loss: 0.0311429 | val_loss: 0.0311624 | Time: 1750.4 ms [2021-09-29 22:44:29 main:581] : INFO : Epoch 1824 | loss: 0.031143 | val_loss: 0.031159 | Time: 1714.61 ms [2021-09-29 22:44:30 main:581] : INFO : Epoch 1825 | loss: 0.0311423 | val_loss: 0.0311557 | Time: 1713.24 ms [2021-09-29 22:44:32 main:581] : INFO : Epoch 1826 | loss: 0.0311437 | val_loss: 0.0311582 | Time: 1726.94 ms [2021-09-29 22:44:34 main:581] : INFO : Epoch 1827 | loss: 0.0311401 | val_loss: 0.0311544 | Time: 1729.69 ms [2021-09-29 22:44:36 main:581] : INFO : Epoch 1828 | loss: 0.0311376 | val_loss: 0.0311539 | Time: 1733.72 ms [2021-09-29 22:44:37 main:581] : INFO : Epoch 1829 | loss: 0.031138 | val_loss: 0.0311532 | Time: 1738.87 ms [2021-09-29 22:44:39 main:581] : INFO : Epoch 1830 | loss: 0.0311391 | val_loss: 0.0311539 | Time: 1715.88 ms [2021-09-29 22:44:41 main:581] : INFO : Epoch 1831 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 1714.95 ms [2021-09-29 22:44:42 main:581] : INFO : Epoch 1832 | loss: 0.0311389 | val_loss: 0.0311531 | Time: 1731.91 ms [2021-09-29 22:44:44 main:581] : INFO : Epoch 1833 | loss: 0.031138 | val_loss: 0.0311541 | Time: 1720.25 ms [2021-09-29 22:44:46 main:581] : INFO : Epoch 1834 | loss: 0.0311379 | val_loss: 0.0311539 | Time: 1712.85 ms [2021-09-29 22:44:48 main:581] : INFO : Epoch 1835 | loss: 0.0311375 | val_loss: 0.0311543 | Time: 1720.5 ms [2021-09-29 22:44:49 main:581] : INFO : Epoch 1836 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 1752.28 ms [2021-09-29 22:44:51 main:581] : INFO : Epoch 1837 | loss: 0.0311367 | val_loss: 0.031154 | Time: 1725.9 ms [2021-09-29 22:44:53 main:581] : INFO : Epoch 1838 | loss: 0.0311357 | val_loss: 0.0311543 | Time: 1752.86 ms [2021-09-29 22:44:55 main:581] : INFO : Epoch 1839 | loss: 0.0311358 | val_loss: 0.031155 | Time: 1722.59 ms [2021-09-29 22:44:56 main:581] : INFO : Epoch 1840 | loss: 0.0311362 | val_loss: 0.0311532 | Time: 1702.11 ms [2021-09-29 22:44:58 main:581] : INFO : Epoch 1841 | loss: 0.0311358 | val_loss: 0.0311539 | Time: 1741.61 ms [2021-09-29 22:45:00 main:581] : INFO : Epoch 1842 | loss: 0.0311362 | val_loss: 0.0311553 | Time: 1725.57 ms [2021-09-29 22:45:01 main:581] : INFO : Epoch 1843 | loss: 0.0311363 | val_loss: 0.0311528 | Time: 1727.9 ms [2021-09-29 22:45:03 main:581] : INFO : Epoch 1844 | loss: 0.0311357 | val_loss: 0.0311537 | Time: 1735.2 ms [2021-09-29 22:45:05 main:581] : INFO : Epoch 1845 | loss: 0.0311356 | val_loss: 0.0311525 | Time: 1720.56 ms [2021-09-29 22:45:07 main:581] : INFO : Epoch 1846 | loss: 0.0311339 | val_loss: 0.0311536 | Time: 1752.16 ms [2021-09-29 22:45:08 main:581] : INFO : Epoch 1847 | loss: 0.0311348 | val_loss: 0.0311586 | Time: 1737.09 ms [2021-09-29 22:45:10 main:581] : INFO : Epoch 1848 | loss: 0.0311358 | val_loss: 0.0311505 | Time: 1728.03 ms [2021-09-29 22:45:12 main:581] : INFO : Epoch 1849 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 1723.57 ms [2021-09-29 22:45:14 main:581] : INFO : Epoch 1850 | loss: 0.0311338 | val_loss: 0.0311551 | Time: 1736.74 ms [2021-09-29 22:45:15 main:581] : INFO : Epoch 1851 | loss: 0.0311335 | val_loss: 0.0311532 | Time: 1742.32 ms [2021-09-29 22:45:17 main:581] : INFO : Epoch 1852 | loss: 0.0311339 | val_loss: 0.0311524 | Time: 1753.58 ms [2021-09-29 22:45:19 main:581] : INFO : Epoch 1853 | loss: 0.0311337 | val_loss: 0.0311527 | Time: 1737.66 ms [2021-09-29 22:45:21 main:581] : INFO : Epoch 1854 | loss: 0.0311324 | val_loss: 0.0311538 | Time: 1715.92 ms [2021-09-29 22:45:22 main:581] : INFO : Epoch 1855 | loss: 0.0311429 | val_loss: 0.0311578 | Time: 1741.4 ms [2021-09-29 22:45:24 main:581] : INFO : Epoch 1856 | loss: 0.0311427 | val_loss: 0.0311557 | Time: 1732.85 ms [2021-09-29 22:45:26 main:581] : INFO : Epoch 1857 | loss: 0.0311377 | val_loss: 0.0311515 | Time: 1733.9 ms [2021-09-29 22:45:27 main:581] : INFO : Epoch 1858 | loss: 0.0311355 | val_loss: 0.0311514 | Time: 1719.67 ms [2021-09-29 22:45:29 main:581] : INFO : Epoch 1859 | loss: 0.0311341 | val_loss: 0.031153 | Time: 1726.73 ms [2021-09-29 22:45:31 main:581] : INFO : Epoch 1860 | loss: 0.0311327 | val_loss: 0.0311511 | Time: 1731 ms [2021-09-29 22:45:33 main:581] : INFO : Epoch 1861 | loss: 0.0311342 | val_loss: 0.0311552 | Time: 1749.28 ms [2021-09-29 22:45:34 main:581] : INFO : Epoch 1862 | loss: 0.0311361 | val_loss: 0.031151 | Time: 1734.75 ms [2021-09-29 22:45:36 main:581] : INFO : Epoch 1863 | loss: 0.0311357 | val_loss: 0.031154 | Time: 1729.43 ms [2021-09-29 22:45:38 main:581] : INFO : Epoch 1864 | loss: 0.031135 | val_loss: 0.0311521 | Time: 1737.37 ms [2021-09-29 22:45:40 main:581] : INFO : Epoch 1865 | loss: 0.0311369 | val_loss: 0.03115 | Time: 1722.36 ms [2021-09-29 22:45:41 main:581] : INFO : Epoch 1866 | loss: 0.0311346 | val_loss: 0.0311504 | Time: 1711.48 ms [2021-09-29 22:45:43 main:581] : INFO : Epoch 1867 | loss: 0.0311334 | val_loss: 0.0311496 | Time: 1734.98 ms [2021-09-29 22:45:45 main:581] : INFO : Epoch 1868 | loss: 0.0311346 | val_loss: 0.0311522 | Time: 1712.09 ms [2021-09-29 22:45:47 main:581] : INFO : Epoch 1869 | loss: 0.031135 | val_loss: 0.0311533 | Time: 1741.75 ms [2021-09-29 22:45:48 main:581] : INFO : Epoch 1870 | loss: 0.0311347 | val_loss: 0.0311522 | Time: 1738.69 ms [2021-09-29 22:45:50 main:581] : INFO : Epoch 1871 | loss: 0.0311321 | val_loss: 0.0311508 | Time: 1742.28 ms [2021-09-29 22:45:52 main:581] : INFO : Epoch 1872 | loss: 0.0311311 | val_loss: 0.0311493 | Time: 1723.02 ms [2021-09-29 22:45:54 main:581] : INFO : Epoch 1873 | loss: 0.0311311 | val_loss: 0.0311524 | Time: 1756.44 ms [2021-09-29 22:45:55 main:581] : INFO : Epoch 1874 | loss: 0.0311312 | val_loss: 0.0311535 | Time: 1748.18 ms [2021-09-29 22:45:57 main:581] : INFO : Epoch 1875 | loss: 0.0311413 | val_loss: 0.0311585 | Time: 1713.83 ms [2021-09-29 22:45:59 main:581] : INFO : Epoch 1876 | loss: 0.0311678 | val_loss: 0.0311775 | Time: 1741.12 ms [2021-09-29 22:46:00 main:581] : INFO : Epoch 1877 | loss: 0.0311749 | val_loss: 0.0311732 | Time: 1728.05 ms [2021-09-29 22:46:02 main:581] : INFO : Epoch 1878 | loss: 0.0311675 | val_loss: 0.0311707 | Time: 1690.77 ms [2021-09-29 22:46:04 main:581] : INFO : Epoch 1879 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 1745.71 ms [2021-09-29 22:46:06 main:581] : INFO : Epoch 1880 | loss: 0.0311623 | val_loss: 0.031167 | Time: 1726.55 ms [2021-09-29 22:46:07 main:581] : INFO : Epoch 1881 | loss: 0.03116 | val_loss: 0.031164 | Time: 1732.42 ms [2021-09-29 22:46:09 main:581] : INFO : Epoch 1882 | loss: 0.0311584 | val_loss: 0.0311643 | Time: 1725.85 ms [2021-09-29 22:46:11 main:581] : INFO : Epoch 1883 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 1723.04 ms [2021-09-29 22:46:13 main:581] : INFO : Epoch 1884 | loss: 0.0311566 | val_loss: 0.0311621 | Time: 1736.39 ms [2021-09-29 22:46:14 main:581] : INFO : Epoch 1885 | loss: 0.0311569 | val_loss: 0.0311603 | Time: 1742.65 ms [2021-09-29 22:46:16 main:581] : INFO : Epoch 1886 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 1729.85 ms [2021-09-29 22:46:18 main:581] : INFO : Epoch 1887 | loss: 0.0311567 | val_loss: 0.0311592 | Time: 1744.77 ms [2021-09-29 22:46:19 main:581] : INFO : Epoch 1888 | loss: 0.0311541 | val_loss: 0.0311588 | Time: 1727.97 ms [2021-09-29 22:46:21 main:581] : INFO : Epoch 1889 | loss: 0.0311529 | val_loss: 0.0311592 | Time: 1710.43 ms [2021-09-29 22:46:23 main:581] : INFO : Epoch 1890 | loss: 0.0311506 | val_loss: 0.0311582 | Time: 1739.44 ms [2021-09-29 22:46:25 main:581] : INFO : Epoch 1891 | loss: 0.0311492 | val_loss: 0.0311593 | Time: 1703.4 ms [2021-09-29 22:46:26 main:581] : INFO : Epoch 1892 | loss: 0.0311487 | val_loss: 0.0311562 | Time: 1718.34 ms [2021-09-29 22:46:28 main:581] : INFO : Epoch 1893 | loss: 0.0311492 | val_loss: 0.0311582 | Time: 1721.14 ms [2021-09-29 22:46:30 main:581] : INFO : Epoch 1894 | loss: 0.0311466 | val_loss: 0.0311568 | Time: 1725.72 ms [2021-09-29 22:46:32 main:581] : INFO : Epoch 1895 | loss: 0.0311462 | val_loss: 0.0311589 | Time: 1723.2 ms [2021-09-29 22:46:33 main:581] : INFO : Epoch 1896 | loss: 0.0311485 | val_loss: 0.0311601 | Time: 1731.56 ms [2021-09-29 22:46:35 main:581] : INFO : Epoch 1897 | loss: 0.0311444 | val_loss: 0.0311569 | Time: 1701.14 ms [2021-09-29 22:46:37 main:581] : INFO : Epoch 1898 | loss: 0.0311438 | val_loss: 0.0311564 | Time: 1737.89 ms [2021-09-29 22:46:38 main:581] : INFO : Epoch 1899 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 1733.5 ms [2021-09-29 22:46:40 main:581] : INFO : Epoch 1900 | loss: 0.0311434 | val_loss: 0.031158 | Time: 1729.65 ms [2021-09-29 22:46:42 main:581] : INFO : Epoch 1901 | loss: 0.0311457 | val_loss: 0.0311596 | Time: 1711.97 ms [2021-09-29 22:46:44 main:581] : INFO : Epoch 1902 | loss: 0.0311456 | val_loss: 0.0311592 | Time: 1722.4 ms [2021-09-29 22:46:45 main:581] : INFO : Epoch 1903 | loss: 0.0311463 | val_loss: 0.0311574 | Time: 1727.32 ms [2021-09-29 22:46:47 main:581] : INFO : Epoch 1904 | loss: 0.0311451 | val_loss: 0.0311581 | Time: 1682.74 ms [2021-09-29 22:46:49 main:581] : INFO : Epoch 1905 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 1719.25 ms [2021-09-29 22:46:50 main:581] : INFO : Epoch 1906 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 1719.53 ms [2021-09-29 22:46:52 main:581] : INFO : Epoch 1907 | loss: 0.0311426 | val_loss: 0.0311552 | Time: 1730.97 ms [2021-09-29 22:46:54 main:581] : INFO : Epoch 1908 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 1730.27 ms [2021-09-29 22:46:56 main:581] : INFO : Epoch 1909 | loss: 0.031148 | val_loss: 0.0311555 | Time: 1721.85 ms [2021-09-29 22:46:57 main:581] : INFO : Epoch 1910 | loss: 0.0311467 | val_loss: 0.0311545 | Time: 1716.26 ms [2021-09-29 22:46:59 main:581] : INFO : Epoch 1911 | loss: 0.0311461 | val_loss: 0.0311549 | Time: 1727.9 ms [2021-09-29 22:47:01 main:581] : INFO : Epoch 1912 | loss: 0.031165 | val_loss: 0.0311827 | Time: 1724.55 ms [2021-09-29 22:47:03 main:581] : INFO : Epoch 1913 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 1724.98 ms [2021-09-29 22:47:04 main:581] : INFO : Epoch 1914 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1712.98 ms [2021-09-29 22:47:06 main:581] : INFO : Epoch 1915 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 1717.61 ms [2021-09-29 22:47:08 main:581] : INFO : Epoch 1916 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 1732.47 ms [2021-09-29 22:47:09 main:581] : INFO : Epoch 1917 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 1697.71 ms [2021-09-29 22:47:11 main:581] : INFO : Epoch 1918 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1716.41 ms [2021-09-29 22:47:13 main:581] : INFO : Epoch 1919 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 1723.62 ms [2021-09-29 22:47:15 main:581] : INFO : Epoch 1920 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 1718.36 ms [2021-09-29 22:47:16 main:581] : INFO : Epoch 1921 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 1724.93 ms [2021-09-29 22:47:18 main:581] : INFO : Epoch 1922 | loss: 0.0311699 | val_loss: 0.0311691 | Time: 1723.14 ms [2021-09-29 22:47:20 main:581] : INFO : Epoch 1923 | loss: 0.0311651 | val_loss: 0.0311653 | Time: 1706.03 ms [2021-09-29 22:47:21 main:581] : INFO : Epoch 1924 | loss: 0.031165 | val_loss: 0.0311652 | Time: 1717.43 ms [2021-09-29 22:47:23 main:581] : INFO : Epoch 1925 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 1737.86 ms [2021-09-29 22:47:25 main:581] : INFO : Epoch 1926 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 1710.56 ms [2021-09-29 22:47:27 main:581] : INFO : Epoch 1927 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 1679.83 ms [2021-09-29 22:47:28 main:581] : INFO : Epoch 1928 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1723.44 ms [2021-09-29 22:47:30 main:581] : INFO : Epoch 1929 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1687.88 ms [2021-09-29 22:47:32 main:581] : INFO : Epoch 1930 | loss: 0.031164 | val_loss: 0.0311695 | Time: 1677.95 ms [2021-09-29 22:47:33 main:581] : INFO : Epoch 1931 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 1654.03 ms [2021-09-29 22:47:35 main:581] : INFO : Epoch 1932 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1687.36 ms [2021-09-29 22:47:37 main:581] : INFO : Epoch 1933 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 1703.63 ms [2021-09-29 22:47:38 main:581] : INFO : Epoch 1934 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 1710.31 ms [2021-09-29 22:47:40 main:581] : INFO : Epoch 1935 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 1701 ms [2021-09-29 22:47:42 main:581] : INFO : Epoch 1936 | loss: 0.0311555 | val_loss: 0.0311668 | Time: 1701.58 ms [2021-09-29 22:47:44 main:581] : INFO : Epoch 1937 | loss: 0.031154 | val_loss: 0.0311701 | Time: 1711.69 ms [2021-09-29 22:47:45 main:581] : INFO : Epoch 1938 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 1727.31 ms [2021-09-29 22:47:47 main:581] : INFO : Epoch 1939 | loss: 0.031154 | val_loss: 0.0311655 | Time: 1721.06 ms [2021-09-29 22:47:49 main:581] : INFO : Epoch 1940 | loss: 0.0311542 | val_loss: 0.0311667 | Time: 1718.61 ms [2021-09-29 22:47:50 main:581] : INFO : Epoch 1941 | loss: 0.0311523 | val_loss: 0.0311666 | Time: 1723.67 ms [2021-09-29 22:47:52 main:581] : INFO : Epoch 1942 | loss: 0.0311516 | val_loss: 0.0311677 | Time: 1714.24 ms [2021-09-29 22:47:54 main:581] : INFO : Epoch 1943 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 1726.57 ms [2021-09-29 22:47:56 main:581] : INFO : Epoch 1944 | loss: 0.0311497 | val_loss: 0.0311675 | Time: 1712.85 ms [2021-09-29 22:47:57 main:581] : INFO : Epoch 1945 | loss: 0.03115 | val_loss: 0.0311674 | Time: 1726.68 ms [2021-09-29 22:47:59 main:581] : INFO : Epoch 1946 | loss: 0.0311514 | val_loss: 0.0311679 | Time: 1737.35 ms [2021-09-29 22:48:01 main:581] : INFO : Epoch 1947 | loss: 0.0311499 | val_loss: 0.0311666 | Time: 1704.4 ms [2021-09-29 22:48:02 main:581] : INFO : Epoch 1948 | loss: 0.0311487 | val_loss: 0.0311709 | Time: 1690.14 ms [2021-09-29 22:48:04 main:581] : INFO : Epoch 1949 | loss: 0.0311507 | val_loss: 0.0311691 | Time: 1697.25 ms [2021-09-29 22:48:06 main:581] : INFO : Epoch 1950 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 1708.59 ms [2021-09-29 22:48:08 main:581] : INFO : Epoch 1951 | loss: 0.0311511 | val_loss: 0.0311664 | Time: 1729.61 ms [2021-09-29 22:48:09 main:581] : INFO : Epoch 1952 | loss: 0.0311488 | val_loss: 0.0311686 | Time: 1731.6 ms [2021-09-29 22:48:11 main:581] : INFO : Epoch 1953 | loss: 0.0311478 | val_loss: 0.03117 | Time: 1705.96 ms [2021-09-29 22:48:13 main:581] : INFO : Epoch 1954 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 1726.77 ms [2021-09-29 22:48:14 main:581] : INFO : Epoch 1955 | loss: 0.0311473 | val_loss: 0.0311678 | Time: 1721.26 ms [2021-09-29 22:48:16 main:581] : INFO : Epoch 1956 | loss: 0.031147 | val_loss: 0.0311706 | Time: 1713.43 ms [2021-09-29 22:48:18 main:581] : INFO : Epoch 1957 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 1726.27 ms [2021-09-29 22:48:20 main:581] : INFO : Epoch 1958 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 1697.95 ms [2021-09-29 22:48:21 main:581] : INFO : Epoch 1959 | loss: 0.0311495 | val_loss: 0.0311717 | Time: 1739.52 ms [2021-09-29 22:48:23 main:581] : INFO : Epoch 1960 | loss: 0.0311513 | val_loss: 0.0311663 | Time: 1736.12 ms [2021-09-29 22:48:25 main:581] : INFO : Epoch 1961 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 1719.51 ms [2021-09-29 22:48:27 main:581] : INFO : Epoch 1962 | loss: 0.0311481 | val_loss: 0.0311693 | Time: 1713.08 ms [2021-09-29 22:48:28 main:581] : INFO : Epoch 1963 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1711.12 ms [2021-09-29 22:48:30 main:581] : INFO : Epoch 1964 | loss: 0.0311479 | val_loss: 0.0311669 | Time: 1704.98 ms [2021-09-29 22:48:32 main:581] : INFO : Epoch 1965 | loss: 0.0311468 | val_loss: 0.0311686 | Time: 1723.64 ms [2021-09-29 22:48:33 main:581] : INFO : Epoch 1966 | loss: 0.0311459 | val_loss: 0.0311657 | Time: 1750.6 ms [2021-09-29 22:48:35 main:581] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311648 | Time: 1721.69 ms [2021-09-29 22:48:37 main:581] : INFO : Epoch 1968 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 1732.46 ms [2021-09-29 22:48:39 main:581] : INFO : Epoch 1969 | loss: 0.0311458 | val_loss: 0.0311629 | Time: 1732.72 ms [2021-09-29 22:48:40 main:581] : INFO : Epoch 1970 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 1702.39 ms [2021-09-29 22:48:42 main:581] : INFO : Epoch 1971 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1710.13 ms [2021-09-29 22:48:44 main:581] : INFO : Epoch 1972 | loss: 0.0311451 | val_loss: 0.0311723 | Time: 1724.9 ms [2021-09-29 22:48:45 main:581] : INFO : Epoch 1973 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 1735.1 ms [2021-09-29 22:48:47 main:581] : INFO : Epoch 1974 | loss: 0.0311468 | val_loss: 0.0311661 | Time: 1734.23 ms [2021-09-29 22:48:49 main:581] : INFO : Epoch 1975 | loss: 0.0311476 | val_loss: 0.0311672 | Time: 1745.6 ms [2021-09-29 22:48:51 main:581] : INFO : Epoch 1976 | loss: 0.0311458 | val_loss: 0.0311684 | Time: 1719.76 ms [2021-09-29 22:48:52 main:581] : INFO : Epoch 1977 | loss: 0.0311473 | val_loss: 0.031169 | Time: 1744.27 ms [2021-09-29 22:48:54 main:581] : INFO : Epoch 1978 | loss: 0.0311441 | val_loss: 0.0311704 | Time: 1724.76 ms [2021-09-29 22:48:56 main:581] : INFO : Epoch 1979 | loss: 0.0311443 | val_loss: 0.031169 | Time: 1722.01 ms [2021-09-29 22:48:58 main:581] : INFO : Epoch 1980 | loss: 0.031147 | val_loss: 0.0311624 | Time: 1735.43 ms [2021-09-29 22:48:59 main:581] : INFO : Epoch 1981 | loss: 0.0311481 | val_loss: 0.031166 | Time: 1735.12 ms [2021-09-29 22:49:01 main:581] : INFO : Epoch 1982 | loss: 0.031145 | val_loss: 0.0311622 | Time: 1714.03 ms [2021-09-29 22:49:03 main:581] : INFO : Epoch 1983 | loss: 0.0311458 | val_loss: 0.0311633 | Time: 1739.75 ms [2021-09-29 22:49:05 main:581] : INFO : Epoch 1984 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 1720.34 ms [2021-09-29 22:49:06 main:581] : INFO : Epoch 1985 | loss: 0.0311494 | val_loss: 0.0311735 | Time: 1724.75 ms [2021-09-29 22:49:08 main:581] : INFO : Epoch 1986 | loss: 0.0311493 | val_loss: 0.0311662 | Time: 1729.3 ms [2021-09-29 22:49:10 main:581] : INFO : Epoch 1987 | loss: 0.0311457 | val_loss: 0.0311642 | Time: 1713.17 ms [2021-09-29 22:49:11 main:581] : INFO : Epoch 1988 | loss: 0.031147 | val_loss: 0.0311647 | Time: 1714.89 ms [2021-09-29 22:49:13 main:581] : INFO : Epoch 1989 | loss: 0.0311475 | val_loss: 0.0311643 | Time: 1726.71 ms [2021-09-29 22:49:15 main:581] : INFO : Epoch 1990 | loss: 0.0311481 | val_loss: 0.0311626 | Time: 1734.73 ms [2021-09-29 22:49:17 main:581] : INFO : Epoch 1991 | loss: 0.031148 | val_loss: 0.0311647 | Time: 1715.77 ms [2021-09-29 22:49:18 main:581] : INFO : Epoch 1992 | loss: 0.0311459 | val_loss: 0.0311621 | Time: 1743 ms [2021-09-29 22:49:20 main:581] : INFO : Epoch 1993 | loss: 0.0311444 | val_loss: 0.031164 | Time: 1715 ms [2021-09-29 22:49:22 main:581] : INFO : Epoch 1994 | loss: 0.0311518 | val_loss: 0.0311623 | Time: 1740.12 ms [2021-09-29 22:49:24 main:581] : INFO : Epoch 1995 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 1732.39 ms [2021-09-29 22:49:25 main:581] : INFO : Epoch 1996 | loss: 0.0311547 | val_loss: 0.031164 | Time: 1724.6 ms [2021-09-29 22:49:27 main:581] : INFO : Epoch 1997 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 1717.93 ms [2021-09-29 22:49:29 main:581] : INFO : Epoch 1998 | loss: 0.031154 | val_loss: 0.0311641 | Time: 1719.66 ms [2021-09-29 22:49:30 main:581] : INFO : Epoch 1999 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 1718.72 ms [2021-09-29 22:49:32 main:581] : INFO : Epoch 2000 | loss: 0.0311553 | val_loss: 0.0311659 | Time: 1717.79 ms [2021-09-29 22:49:34 main:581] : INFO : Epoch 2001 | loss: 0.0311526 | val_loss: 0.0311651 | Time: 1713.6 ms [2021-09-29 22:49:36 main:581] : INFO : Epoch 2002 | loss: 0.0311492 | val_loss: 0.0311633 | Time: 1703.91 ms [2021-09-29 22:49:37 main:581] : INFO : Epoch 2003 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 1740.9 ms [2021-09-29 22:49:39 main:581] : INFO : Epoch 2004 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 1731.24 ms [2021-09-29 22:49:41 main:581] : INFO : Epoch 2005 | loss: 0.0311474 | val_loss: 0.0311595 | Time: 1736.68 ms [2021-09-29 22:49:42 main:581] : INFO : Epoch 2006 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 1734.32 ms [2021-09-29 22:49:44 main:581] : INFO : Epoch 2007 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1715.62 ms [2021-09-29 22:49:46 main:581] : INFO : Epoch 2008 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 1716.49 ms [2021-09-29 22:49:48 main:581] : INFO : Epoch 2009 | loss: 0.0311463 | val_loss: 0.0311624 | Time: 1728.66 ms [2021-09-29 22:49:49 main:581] : INFO : Epoch 2010 | loss: 0.0311471 | val_loss: 0.0311626 | Time: 1738.43 ms [2021-09-29 22:49:51 main:581] : INFO : Epoch 2011 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 1704.17 ms [2021-09-29 22:49:53 main:581] : INFO : Epoch 2012 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 1741.99 ms [2021-09-29 22:49:55 main:581] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311596 | Time: 1720.18 ms [2021-09-29 22:49:56 main:581] : INFO : Epoch 2014 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 1714.88 ms [2021-09-29 22:49:58 main:581] : INFO : Epoch 2015 | loss: 0.0311456 | val_loss: 0.0311783 | Time: 1731.88 ms [2021-09-29 22:50:00 main:581] : INFO : Epoch 2016 | loss: 0.0311486 | val_loss: 0.031161 | Time: 1725.54 ms [2021-09-29 22:50:01 main:581] : INFO : Epoch 2017 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 1708.57 ms [2021-09-29 22:50:03 main:581] : INFO : Epoch 2018 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 1730.47 ms [2021-09-29 22:50:05 main:581] : INFO : Epoch 2019 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 1699.14 ms [2021-09-29 22:50:07 main:581] : INFO : Epoch 2020 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 1706.38 ms [2021-09-29 22:50:08 main:581] : INFO : Epoch 2021 | loss: 0.0311429 | val_loss: 0.0311606 | Time: 1712.15 ms [2021-09-29 22:50:10 main:581] : INFO : Epoch 2022 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 1668.83 ms [2021-09-29 22:50:12 main:581] : INFO : Epoch 2023 | loss: 0.031144 | val_loss: 0.0311582 | Time: 1707.97 ms [2021-09-29 22:50:13 main:581] : INFO : Epoch 2024 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 1724.25 ms [2021-09-29 22:50:15 main:581] : INFO : Epoch 2025 | loss: 0.0311424 | val_loss: 0.0311629 | Time: 1722.85 ms [2021-09-29 22:50:17 main:581] : INFO : Epoch 2026 | loss: 0.0311454 | val_loss: 0.0311663 | Time: 1723.55 ms [2021-09-29 22:50:19 main:581] : INFO : Epoch 2027 | loss: 0.031145 | val_loss: 0.0311613 | Time: 1742.16 ms [2021-09-29 22:50:20 main:581] : INFO : Epoch 2028 | loss: 0.0311424 | val_loss: 0.0311614 | Time: 1719.1 ms [2021-09-29 22:50:22 main:581] : INFO : Epoch 2029 | loss: 0.031141 | val_loss: 0.0311615 | Time: 1732.53 ms [2021-09-29 22:50:24 main:581] : INFO : Epoch 2030 | loss: 0.0311425 | val_loss: 0.0311604 | Time: 1726.23 ms [2021-09-29 22:50:25 main:581] : INFO : Epoch 2031 | loss: 0.031143 | val_loss: 0.03116 | Time: 1719.95 ms [2021-09-29 22:50:27 main:581] : INFO : Epoch 2032 | loss: 0.0311422 | val_loss: 0.0311599 | Time: 1728.71 ms [2021-09-29 22:50:29 main:581] : INFO : Epoch 2033 | loss: 0.0311408 | val_loss: 0.0311639 | Time: 1726.16 ms [2021-09-29 22:50:31 main:581] : INFO : Epoch 2034 | loss: 0.0311405 | val_loss: 0.031162 | Time: 1731.93 ms [2021-09-29 22:50:32 main:581] : INFO : Epoch 2035 | loss: 0.0311416 | val_loss: 0.0311623 | Time: 1711.13 ms [2021-09-29 22:50:34 main:581] : INFO : Epoch 2036 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 1726.43 ms [2021-09-29 22:50:36 main:581] : INFO : Epoch 2037 | loss: 0.0311389 | val_loss: 0.0311629 | Time: 1710.41 ms [2021-09-29 22:50:38 main:581] : INFO : Epoch 2038 | loss: 0.0311483 | val_loss: 0.0311611 | Time: 1730.37 ms [2021-09-29 22:50:39 main:581] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.0311619 | Time: 1699.27 ms [2021-09-29 22:50:41 main:581] : INFO : Epoch 2040 | loss: 0.0311436 | val_loss: 0.0311574 | Time: 1727.22 ms [2021-09-29 22:50:43 main:581] : INFO : Epoch 2041 | loss: 0.0311413 | val_loss: 0.0311607 | Time: 1724.7 ms [2021-09-29 22:50:44 main:581] : INFO : Epoch 2042 | loss: 0.0311412 | val_loss: 0.0311587 | Time: 1710.04 ms [2021-09-29 22:50:46 main:581] : INFO : Epoch 2043 | loss: 0.0311407 | val_loss: 0.0311625 | Time: 1749.65 ms [2021-09-29 22:50:48 main:581] : INFO : Epoch 2044 | loss: 0.0311404 | val_loss: 0.0311609 | Time: 1730.04 ms [2021-09-29 22:50:50 main:581] : INFO : Epoch 2045 | loss: 0.0311407 | val_loss: 0.0311605 | Time: 1719.18 ms [2021-09-29 22:50:51 main:581] : INFO : Epoch 2046 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 1735.82 ms [2021-09-29 22:50:53 main:581] : INFO : Epoch 2047 | loss: 0.031158 | val_loss: 0.0311697 | Time: 1723.72 ms [2021-09-29 22:50:55 main:581] : INFO : Epoch 2048 | loss: 0.0311571 | val_loss: 0.031163 | Time: 1726.25 ms [2021-09-29 22:50:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031163 [2021-09-29 22:50:55 main:610] : INFO : Saving end state to config to file [2021-09-29 22:50:55 main:615] : INFO : Success, exiting.. 22:50:55 (4151690): 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)