Task 7703350
| Name | ParityModified-1631735221-1508-2_2 |
| Workunit | 5269252 |
| Created | 29 Sep 2021, 21:22:07 UTC |
| Sent | 29 Sep 2021, 23:59:09 UTC |
| Report deadline | 6 Oct 2021, 23:59:09 UTC |
| Received | 30 Sep 2021, 13:30:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 57 min 14 sec |
| CPU time | 57 min 10 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> 1 main:581] : INFO : Epoch 1538 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1677.09 ms [2021-09-30 08:14:53 main:581] : INFO : Epoch 1539 | loss: 0.0311494 | val_loss: 0.0311715 | Time: 1661.01 ms [2021-09-30 08:14:54 main:581] : INFO : Epoch 1540 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 1684.59 ms [2021-09-30 08:14:56 main:581] : INFO : Epoch 1541 | loss: 0.0311491 | val_loss: 0.0311634 | Time: 1691.5 ms [2021-09-30 08:14:58 main:581] : INFO : Epoch 1542 | loss: 0.0311484 | val_loss: 0.0311671 | Time: 1670.43 ms [2021-09-30 08:14:59 main:581] : INFO : Epoch 1543 | loss: 0.0311485 | val_loss: 0.0311656 | Time: 1666.02 ms [2021-09-30 08:15:01 main:581] : INFO : Epoch 1544 | loss: 0.0311489 | val_loss: 0.0311661 | Time: 1705.03 ms [2021-09-30 08:15:03 main:581] : INFO : Epoch 1545 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 1693.79 ms [2021-09-30 08:15:04 main:581] : INFO : Epoch 1546 | loss: 0.031151 | val_loss: 0.0311672 | Time: 1681.99 ms [2021-09-30 08:15:06 main:581] : INFO : Epoch 1547 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 1678.53 ms [2021-09-30 08:15:08 main:581] : INFO : Epoch 1548 | loss: 0.0311511 | val_loss: 0.0311697 | Time: 1661.63 ms [2021-09-30 08:15:09 main:581] : INFO : Epoch 1549 | loss: 0.0311545 | val_loss: 0.0311705 | Time: 1664.31 ms [2021-09-30 08:15:11 main:581] : INFO : Epoch 1550 | loss: 0.031151 | val_loss: 0.0311671 | Time: 1709.01 ms [2021-09-30 08:15:13 main:581] : INFO : Epoch 1551 | loss: 0.0311501 | val_loss: 0.0311673 | Time: 1713.8 ms [2021-09-30 08:15:15 main:581] : INFO : Epoch 1552 | loss: 0.0311503 | val_loss: 0.031165 | Time: 1695.68 ms [2021-09-30 08:15:16 main:581] : INFO : Epoch 1553 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 1668.84 ms [2021-09-30 08:15:18 main:581] : INFO : Epoch 1554 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 1706.56 ms [2021-09-30 08:15:20 main:581] : INFO : Epoch 1555 | loss: 0.0311516 | val_loss: 0.0311677 | Time: 1695.01 ms [2021-09-30 08:15:21 main:581] : INFO : Epoch 1556 | loss: 0.0311514 | val_loss: 0.0311654 | Time: 1695.27 ms [2021-09-30 08:15:23 main:581] : INFO : Epoch 1557 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 1700.72 ms [2021-09-30 08:15:25 main:581] : INFO : Epoch 1558 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 1688.81 ms [2021-09-30 08:15:26 main:581] : INFO : Epoch 1559 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 1650.64 ms [2021-09-30 08:15:28 main:581] : INFO : Epoch 1560 | loss: 0.0311532 | val_loss: 0.0311617 | Time: 1668.29 ms [2021-09-30 08:15:30 main:581] : INFO : Epoch 1561 | loss: 0.0311597 | val_loss: 0.0311626 | Time: 1668.5 ms [2021-09-30 08:15:31 main:581] : INFO : Epoch 1562 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 1665.61 ms [2021-09-30 08:15:33 main:581] : INFO : Epoch 1563 | loss: 0.0311562 | val_loss: 0.0311684 | Time: 1663.55 ms [2021-09-30 08:15:35 main:581] : INFO : Epoch 1564 | loss: 0.0311557 | val_loss: 0.0311631 | Time: 1691.31 ms [2021-09-30 08:15:36 main:581] : INFO : Epoch 1565 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 1674.76 ms [2021-09-30 08:15:38 main:581] : INFO : Epoch 1566 | loss: 0.031154 | val_loss: 0.0311605 | Time: 1668.17 ms [2021-09-30 08:15:40 main:581] : INFO : Epoch 1567 | loss: 0.0311596 | val_loss: 0.031164 | Time: 1664.39 ms [2021-09-30 08:15:41 main:581] : INFO : Epoch 1568 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 1704.09 ms [2021-09-30 08:15:43 main:581] : INFO : Epoch 1569 | loss: 0.0311583 | val_loss: 0.0311628 | Time: 1658.03 ms [2021-09-30 08:15:45 main:581] : INFO : Epoch 1570 | loss: 0.0311573 | val_loss: 0.0311651 | Time: 1668.51 ms [2021-09-30 08:15:46 main:581] : INFO : Epoch 1571 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 1665.28 ms [2021-09-30 08:15:48 main:581] : INFO : Epoch 1572 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1688.4 ms [2021-09-30 08:15:50 main:581] : INFO : Epoch 1573 | loss: 0.0311525 | val_loss: 0.0311565 | Time: 1694.18 ms [2021-09-30 08:15:51 main:581] : INFO : Epoch 1574 | loss: 0.0311516 | val_loss: 0.0311607 | Time: 1706.94 ms [2021-09-30 08:15:53 main:581] : INFO : Epoch 1575 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 1694.36 ms [2021-09-30 08:15:55 main:581] : INFO : Epoch 1576 | loss: 0.0311505 | val_loss: 0.031162 | Time: 1702.92 ms [2021-09-30 08:15:57 main:581] : INFO : Epoch 1577 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 1666.35 ms [2021-09-30 08:15:58 main:581] : INFO : Epoch 1578 | loss: 0.0311513 | val_loss: 0.0311628 | Time: 1695.59 ms [2021-09-30 08:16:00 main:581] : INFO : Epoch 1579 | loss: 0.0311526 | val_loss: 0.0311597 | Time: 1687.11 ms [2021-09-30 08:16:02 main:581] : INFO : Epoch 1580 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 1696.98 ms [2021-09-30 08:16:03 main:581] : INFO : Epoch 1581 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 1675.19 ms [2021-09-30 08:16:05 main:581] : INFO : Epoch 1582 | loss: 0.0311471 | val_loss: 0.0311579 | Time: 1691.83 ms [2021-09-30 08:16:07 main:581] : INFO : Epoch 1583 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 1686.77 ms [2021-09-30 08:16:08 main:581] : INFO : Epoch 1584 | loss: 0.0311486 | val_loss: 0.031158 | Time: 1652.97 ms [2021-09-30 08:16:10 main:581] : INFO : Epoch 1585 | loss: 0.0311474 | val_loss: 0.0311578 | Time: 1677.82 ms [2021-09-30 08:16:12 main:581] : INFO : Epoch 1586 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 1665.24 ms [2021-09-30 08:16:13 main:581] : INFO : Epoch 1587 | loss: 0.031148 | val_loss: 0.0311608 | Time: 1667.83 ms [2021-09-30 08:16:15 main:581] : INFO : Epoch 1588 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 1677.16 ms [2021-09-30 08:16:17 main:581] : INFO : Epoch 1589 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 1673.35 ms [2021-09-30 08:16:18 main:581] : INFO : Epoch 1590 | loss: 0.0311458 | val_loss: 0.0311592 | Time: 1641.48 ms [2021-09-30 08:16:20 main:581] : INFO : Epoch 1591 | loss: 0.0311454 | val_loss: 0.0311593 | Time: 1670.93 ms [2021-09-30 08:16:22 main:581] : INFO : Epoch 1592 | loss: 0.0311453 | val_loss: 0.0311602 | Time: 1690.96 ms [2021-09-30 08:16:23 main:581] : INFO : Epoch 1593 | loss: 0.031144 | val_loss: 0.0311605 | Time: 1684.16 ms [2021-09-30 08:16:25 main:581] : INFO : Epoch 1594 | loss: 0.0311467 | val_loss: 0.0311616 | Time: 1695.11 ms [2021-09-30 08:16:27 main:581] : INFO : Epoch 1595 | loss: 0.031143 | val_loss: 0.0311617 | Time: 1670.6 ms [2021-09-30 08:16:28 main:581] : INFO : Epoch 1596 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 1673.7 ms [2021-09-30 08:16:30 main:581] : INFO : Epoch 1597 | loss: 0.0311427 | val_loss: 0.0311621 | Time: 1682.3 ms [2021-09-30 08:16:32 main:581] : INFO : Epoch 1598 | loss: 0.0311434 | val_loss: 0.0311609 | Time: 1660.28 ms [2021-09-30 08:16:33 main:581] : INFO : Epoch 1599 | loss: 0.031144 | val_loss: 0.0311643 | Time: 1679.57 ms [2021-09-30 08:16:35 main:581] : INFO : Epoch 1600 | loss: 0.0311444 | val_loss: 0.0311644 | Time: 1710.17 ms [2021-09-30 08:16:37 main:581] : INFO : Epoch 1601 | loss: 0.0311439 | val_loss: 0.0311601 | Time: 1667.01 ms [2021-09-30 08:16:39 main:581] : INFO : Epoch 1602 | loss: 0.0311486 | val_loss: 0.0311644 | Time: 1683.38 ms [2021-09-30 08:16:40 main:581] : INFO : Epoch 1603 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 1688.75 ms [2021-09-30 08:16:42 main:581] : INFO : Epoch 1604 | loss: 0.0311496 | val_loss: 0.0311632 | Time: 1683.21 ms [2021-09-30 08:16:44 main:581] : INFO : Epoch 1605 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 1676.39 ms [2021-09-30 08:16:45 main:581] : INFO : Epoch 1606 | loss: 0.0311452 | val_loss: 0.031164 | Time: 1701.66 ms [2021-09-30 08:16:47 main:581] : INFO : Epoch 1607 | loss: 0.0311438 | val_loss: 0.0311596 | Time: 1681.28 ms [2021-09-30 08:16:49 main:581] : INFO : Epoch 1608 | loss: 0.0311449 | val_loss: 0.031163 | Time: 1679.45 ms [2021-09-30 08:16:50 main:581] : INFO : Epoch 1609 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 1693.68 ms [2021-09-30 08:16:52 main:581] : INFO : Epoch 1610 | loss: 0.0311449 | val_loss: 0.0311612 | Time: 1669.72 ms [2021-09-30 08:16:54 main:581] : INFO : Epoch 1611 | loss: 0.0311418 | val_loss: 0.031159 | Time: 1660 ms [2021-09-30 08:16:55 main:581] : INFO : Epoch 1612 | loss: 0.0311423 | val_loss: 0.0311666 | Time: 1667.71 ms [2021-09-30 08:16:57 main:581] : INFO : Epoch 1613 | loss: 0.0311439 | val_loss: 0.0311646 | Time: 1651.3 ms [2021-09-30 08:16:59 main:581] : INFO : Epoch 1614 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 1664.69 ms [2021-09-30 08:17:00 main:581] : INFO : Epoch 1615 | loss: 0.0311451 | val_loss: 0.0311667 | Time: 1660.1 ms [2021-09-30 08:17:02 main:581] : INFO : Epoch 1616 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1642.23 ms [2021-09-30 08:17:04 main:581] : INFO : Epoch 1617 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 1667.79 ms [2021-09-30 08:17:05 main:581] : INFO : Epoch 1618 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1662.66 ms [2021-09-30 08:17:07 main:581] : INFO : Epoch 1619 | loss: 0.031142 | val_loss: 0.0311575 | Time: 1672.98 ms [2021-09-30 08:17:09 main:581] : INFO : Epoch 1620 | loss: 0.0311406 | val_loss: 0.0311624 | Time: 1674.2 ms [2021-09-30 08:17:10 main:581] : INFO : Epoch 1621 | loss: 0.0311401 | val_loss: 0.0311585 | Time: 1665.28 ms [2021-09-30 08:17:12 main:581] : INFO : Epoch 1622 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 1661.01 ms [2021-09-30 08:17:14 main:581] : INFO : Epoch 1623 | loss: 0.0311399 | val_loss: 0.0311645 | Time: 1644.37 ms [2021-09-30 08:17:15 main:581] : INFO : Epoch 1624 | loss: 0.0311465 | val_loss: 0.0311619 | Time: 1667.73 ms [2021-09-30 08:17:17 main:581] : INFO : Epoch 1625 | loss: 0.0311497 | val_loss: 0.0311584 | Time: 1689.18 ms [2021-09-30 08:17:19 main:581] : INFO : Epoch 1626 | loss: 0.0311473 | val_loss: 0.0311585 | Time: 1668.28 ms [2021-09-30 08:17:20 main:581] : INFO : Epoch 1627 | loss: 0.0311476 | val_loss: 0.031162 | Time: 1677.39 ms [2021-09-30 08:17:22 main:581] : INFO : Epoch 1628 | loss: 0.031145 | val_loss: 0.0311634 | Time: 1697.86 ms [2021-09-30 08:17:24 main:581] : INFO : Epoch 1629 | loss: 0.0311463 | val_loss: 0.0311566 | Time: 1693.28 ms [2021-09-30 08:17:25 main:581] : INFO : Epoch 1630 | loss: 0.0311449 | val_loss: 0.031159 | Time: 1699.59 ms [2021-09-30 08:17:27 main:581] : INFO : Epoch 1631 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 1666.12 ms [2021-09-30 08:17:29 main:581] : INFO : Epoch 1632 | loss: 0.0311478 | val_loss: 0.031161 | Time: 1708.76 ms [2021-09-30 08:17:30 main:581] : INFO : Epoch 1633 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 1699.2 ms [2021-09-30 08:17:32 main:581] : INFO : Epoch 1634 | loss: 0.0311414 | val_loss: 0.0311568 | Time: 1660.69 ms [2021-09-30 08:17:34 main:581] : INFO : Epoch 1635 | loss: 0.0311407 | val_loss: 0.0311599 | Time: 1658.73 ms [2021-09-30 08:17:35 main:581] : INFO : Epoch 1636 | loss: 0.0311452 | val_loss: 0.0311662 | Time: 1661.93 ms [2021-09-30 08:17:37 main:581] : INFO : Epoch 1637 | loss: 0.0311429 | val_loss: 0.0311613 | Time: 1664.78 ms [2021-09-30 08:17:39 main:581] : INFO : Epoch 1638 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 1682.37 ms [2021-09-30 08:17:40 main:581] : INFO : Epoch 1639 | loss: 0.0311407 | val_loss: 0.0311616 | Time: 1679.43 ms [2021-09-30 08:17:42 main:581] : INFO : Epoch 1640 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 1676.47 ms [2021-09-30 08:17:44 main:581] : INFO : Epoch 1641 | loss: 0.0311423 | val_loss: 0.0311575 | Time: 1670.29 ms [2021-09-30 08:17:46 main:581] : INFO : Epoch 1642 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 1692.11 ms [2021-09-30 08:17:47 main:581] : INFO : Epoch 1643 | loss: 0.0311542 | val_loss: 0.031162 | Time: 1695.91 ms [2021-09-30 08:17:49 main:581] : INFO : Epoch 1644 | loss: 0.0311462 | val_loss: 0.0311611 | Time: 1650.77 ms [2021-09-30 08:17:51 main:581] : INFO : Epoch 1645 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 1680.02 ms [2021-09-30 08:17:52 main:581] : INFO : Epoch 1646 | loss: 0.0311446 | val_loss: 0.0311594 | Time: 1707.18 ms [2021-09-30 08:17:54 main:581] : INFO : Epoch 1647 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 1682.91 ms [2021-09-30 08:17:56 main:581] : INFO : Epoch 1648 | loss: 0.0311468 | val_loss: 0.0311555 | Time: 1666.01 ms [2021-09-30 08:17:57 main:581] : INFO : Epoch 1649 | loss: 0.0311542 | val_loss: 0.0311588 | Time: 1678.52 ms [2021-09-30 08:17:59 main:581] : INFO : Epoch 1650 | loss: 0.03116 | val_loss: 0.0311574 | Time: 1708.92 ms [2021-09-30 08:18:01 main:581] : INFO : Epoch 1651 | loss: 0.0311567 | val_loss: 0.0311574 | Time: 1696.08 ms [2021-09-30 08:18:02 main:581] : INFO : Epoch 1652 | loss: 0.0311579 | val_loss: 0.0311625 | Time: 1649.2 ms [2021-09-30 08:18:04 main:581] : INFO : Epoch 1653 | loss: 0.0311545 | val_loss: 0.0311583 | Time: 1694.18 ms [2021-09-30 08:18:06 main:581] : INFO : Epoch 1654 | loss: 0.0311507 | val_loss: 0.0311563 | Time: 1682.19 ms [2021-09-30 08:18:07 main:581] : INFO : Epoch 1655 | loss: 0.0311497 | val_loss: 0.0311567 | Time: 1657.95 ms [2021-09-30 08:18:09 main:581] : INFO : Epoch 1656 | loss: 0.0311507 | val_loss: 0.0311562 | Time: 1681.45 ms [2021-09-30 08:18:11 main:581] : INFO : Epoch 1657 | loss: 0.0311484 | val_loss: 0.0311598 | Time: 1646.78 ms [2021-09-30 08:18:12 main:581] : INFO : Epoch 1658 | loss: 0.0311485 | val_loss: 0.0311589 | Time: 1674.96 ms [2021-09-30 08:18:14 main:581] : INFO : Epoch 1659 | loss: 0.0311482 | val_loss: 0.0311605 | Time: 1681.4 ms [2021-09-30 08:18:16 main:581] : INFO : Epoch 1660 | loss: 0.0311475 | val_loss: 0.0311595 | Time: 1655.71 ms [2021-09-30 08:18:17 main:581] : INFO : Epoch 1661 | loss: 0.0311458 | val_loss: 0.0311576 | Time: 1647.75 ms [2021-09-30 08:18:19 main:581] : INFO : Epoch 1662 | loss: 0.0311453 | val_loss: 0.031158 | Time: 1671.19 ms [2021-09-30 08:18:21 main:581] : INFO : Epoch 1663 | loss: 0.0311433 | val_loss: 0.0311591 | Time: 1657.54 ms [2021-09-30 08:18:22 main:581] : INFO : Epoch 1664 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 1654.58 ms [2021-09-30 08:18:24 main:581] : INFO : Epoch 1665 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 1684.88 ms [2021-09-30 08:18:26 main:581] : INFO : Epoch 1666 | loss: 0.0311423 | val_loss: 0.0311606 | Time: 1689.03 ms [2021-09-30 08:18:27 main:581] : INFO : Epoch 1667 | loss: 0.0311442 | val_loss: 0.0311597 | Time: 1672.84 ms [2021-09-30 08:18:29 main:581] : INFO : Epoch 1668 | loss: 0.031144 | val_loss: 0.0311637 | Time: 1668.73 ms [2021-09-30 08:18:31 main:581] : INFO : Epoch 1669 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 1693.58 ms [2021-09-30 08:18:32 main:581] : INFO : Epoch 1670 | loss: 0.031145 | val_loss: 0.0311618 | Time: 1681.76 ms [2021-09-30 08:18:34 main:581] : INFO : Epoch 1671 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 1684.15 ms [2021-09-30 08:18:36 main:581] : INFO : Epoch 1672 | loss: 0.0311463 | val_loss: 0.0311585 | Time: 1672.81 ms [2021-09-30 08:18:37 main:581] : INFO : Epoch 1673 | loss: 0.0311419 | val_loss: 0.0311581 | Time: 1684.14 ms [2021-09-30 08:18:39 main:581] : INFO : Epoch 1674 | loss: 0.03114 | val_loss: 0.0311572 | Time: 1672.41 ms [2021-09-30 08:18:41 main:581] : INFO : Epoch 1675 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 1656.84 ms [2021-09-30 08:18:42 main:581] : INFO : Epoch 1676 | loss: 0.031141 | val_loss: 0.0311567 | Time: 1643.8 ms [2021-09-30 08:18:44 main:581] : INFO : Epoch 1677 | loss: 0.0311401 | val_loss: 0.0311554 | Time: 1644.42 ms [2021-09-30 08:18:46 main:581] : INFO : Epoch 1678 | loss: 0.0311404 | val_loss: 0.0311581 | Time: 1678.85 ms [2021-09-30 08:18:47 main:581] : INFO : Epoch 1679 | loss: 0.0311399 | val_loss: 0.0311568 | Time: 1690.7 ms [2021-09-30 08:18:49 main:581] : INFO : Epoch 1680 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 1635.06 ms [2021-09-30 08:18:51 main:581] : INFO : Epoch 1681 | loss: 0.0311436 | val_loss: 0.0311583 | Time: 1671.43 ms [2021-09-30 08:18:52 main:581] : INFO : Epoch 1682 | loss: 0.0311442 | val_loss: 0.031156 | Time: 1671.57 ms [2021-09-30 08:18:54 main:581] : INFO : Epoch 1683 | loss: 0.0311445 | val_loss: 0.0311571 | Time: 1679.57 ms [2021-09-30 08:18:56 main:581] : INFO : Epoch 1684 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 1685.38 ms [2021-09-30 08:18:58 main:581] : INFO : Epoch 1685 | loss: 0.0311434 | val_loss: 0.0311561 | Time: 1708.79 ms [2021-09-30 08:18:59 main:581] : INFO : Epoch 1686 | loss: 0.0311422 | val_loss: 0.0311577 | Time: 1669.48 ms [2021-09-30 08:19:01 main:581] : INFO : Epoch 1687 | loss: 0.0311427 | val_loss: 0.031164 | Time: 1697.22 ms [2021-09-30 08:19:03 main:581] : INFO : Epoch 1688 | loss: 0.0311436 | val_loss: 0.0311597 | Time: 1671.74 ms [2021-09-30 08:19:04 main:581] : INFO : Epoch 1689 | loss: 0.0311398 | val_loss: 0.0311561 | Time: 1687.23 ms [2021-09-30 08:19:06 main:581] : INFO : Epoch 1690 | loss: 0.0311409 | val_loss: 0.0311581 | Time: 1663.68 ms [2021-09-30 08:19:08 main:581] : INFO : Epoch 1691 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1645.54 ms [2021-09-30 08:19:09 main:581] : INFO : Epoch 1692 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 1683.13 ms [2021-09-30 08:19:11 main:581] : INFO : Epoch 1693 | loss: 0.0311439 | val_loss: 0.031155 | Time: 1684.29 ms [2021-09-30 08:19:13 main:581] : INFO : Epoch 1694 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 1699.06 ms [2021-09-30 08:19:14 main:581] : INFO : Epoch 1695 | loss: 0.0311423 | val_loss: 0.0311672 | Time: 1668.6 ms [2021-09-30 08:19:16 main:581] : INFO : Epoch 1696 | loss: 0.031146 | val_loss: 0.0311571 | Time: 1650.94 ms [2021-09-30 08:19:18 main:581] : INFO : Epoch 1697 | loss: 0.0311447 | val_loss: 0.031159 | Time: 1658.16 ms [2021-09-30 08:19:19 main:581] : INFO : Epoch 1698 | loss: 0.0311405 | val_loss: 0.0311568 | Time: 1666.32 ms [2021-09-30 08:19:21 main:581] : INFO : Epoch 1699 | loss: 0.031141 | val_loss: 0.0311632 | Time: 1651.45 ms [2021-09-30 08:19:23 main:581] : INFO : Epoch 1700 | loss: 0.0311401 | val_loss: 0.0311559 | Time: 1645.98 ms [2021-09-30 08:19:24 main:581] : INFO : Epoch 1701 | loss: 0.031141 | val_loss: 0.0311587 | Time: 1668.79 ms [2021-09-30 08:19:26 main:581] : INFO : Epoch 1702 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 1683.59 ms [2021-09-30 08:19:28 main:581] : INFO : Epoch 1703 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 1673.54 ms [2021-09-30 08:19:29 main:581] : INFO : Epoch 1704 | loss: 0.0311399 | val_loss: 0.0311585 | Time: 1648.81 ms [2021-09-30 08:19:31 main:581] : INFO : Epoch 1705 | loss: 0.0311397 | val_loss: 0.0311572 | Time: 1659.62 ms [2021-09-30 08:19:33 main:581] : INFO : Epoch 1706 | loss: 0.0311402 | val_loss: 0.0311593 | Time: 1679.59 ms [2021-09-30 08:19:34 main:581] : INFO : Epoch 1707 | loss: 0.0311431 | val_loss: 0.0311574 | Time: 1676.46 ms [2021-09-30 08:19:36 main:581] : INFO : Epoch 1708 | loss: 0.0311404 | val_loss: 0.0311593 | Time: 1696.59 ms [2021-09-30 08:19:38 main:581] : INFO : Epoch 1709 | loss: 0.0311379 | val_loss: 0.031153 | Time: 1659.68 ms [2021-09-30 08:19:39 main:581] : INFO : Epoch 1710 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 1672.54 ms [2021-09-30 08:19:41 main:581] : INFO : Epoch 1711 | loss: 0.0311409 | val_loss: 0.0311552 | Time: 1697.1 ms [2021-09-30 08:19:43 main:581] : INFO : Epoch 1712 | loss: 0.0311393 | val_loss: 0.0311559 | Time: 1654.72 ms [2021-09-30 08:19:44 main:581] : INFO : Epoch 1713 | loss: 0.0311399 | val_loss: 0.0311543 | Time: 1674.05 ms [2021-09-30 08:19:46 main:581] : INFO : Epoch 1714 | loss: 0.0311394 | val_loss: 0.031157 | Time: 1653.64 ms [2021-09-30 08:19:48 main:581] : INFO : Epoch 1715 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 1677.55 ms [2021-09-30 08:19:49 main:581] : INFO : Epoch 1716 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 1716.91 ms [2021-09-30 08:19:51 main:581] : INFO : Epoch 1717 | loss: 0.0311538 | val_loss: 0.0311633 | Time: 1698.12 ms [2021-09-30 08:19:53 main:581] : INFO : Epoch 1718 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 1672.59 ms [2021-09-30 08:19:54 main:581] : INFO : Epoch 1719 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 1699.29 ms [2021-09-30 08:19:56 main:581] : INFO : Epoch 1720 | loss: 0.0311561 | val_loss: 0.0311621 | Time: 1687.59 ms [2021-09-30 08:19:58 main:581] : INFO : Epoch 1721 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 1668.58 ms [2021-09-30 08:19:59 main:581] : INFO : Epoch 1722 | loss: 0.0311624 | val_loss: 0.031169 | Time: 1652.38 ms [2021-09-30 08:20:01 main:581] : INFO : Epoch 1723 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 1686.72 ms [2021-09-30 08:20:03 main:581] : INFO : Epoch 1724 | loss: 0.0311565 | val_loss: 0.0311644 | Time: 1663.13 ms [2021-09-30 08:20:04 main:581] : INFO : Epoch 1725 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 1665.24 ms [2021-09-30 08:20:06 main:581] : INFO : Epoch 1726 | loss: 0.0311512 | val_loss: 0.0311608 | Time: 1708.88 ms [2021-09-30 08:20:08 main:581] : INFO : Epoch 1727 | loss: 0.0311508 | val_loss: 0.0311596 | Time: 1674.04 ms [2021-09-30 08:20:09 main:581] : INFO : Epoch 1728 | loss: 0.0311511 | val_loss: 0.0311569 | Time: 1633.21 ms [2021-09-30 08:20:11 main:581] : INFO : Epoch 1729 | loss: 0.031149 | val_loss: 0.0311549 | Time: 1636.94 ms [2021-09-30 08:20:13 main:581] : INFO : Epoch 1730 | loss: 0.0311495 | val_loss: 0.0311567 | Time: 1676 ms [2021-09-30 08:20:14 main:581] : INFO : Epoch 1731 | loss: 0.0311468 | val_loss: 0.0311544 | Time: 1678.55 ms [2021-09-30 08:20:16 main:581] : INFO : Epoch 1732 | loss: 0.0311478 | val_loss: 0.0311594 | Time: 1702.36 ms [2021-09-30 08:20:18 main:581] : INFO : Epoch 1733 | loss: 0.0311491 | val_loss: 0.0311592 | Time: 1670.27 ms [2021-09-30 08:20:19 main:581] : INFO : Epoch 1734 | loss: 0.0311509 | val_loss: 0.031159 | Time: 1634.63 ms [2021-09-30 08:20:21 main:581] : INFO : Epoch 1735 | loss: 0.0311453 | val_loss: 0.0311577 | Time: 1635.78 ms [2021-09-30 08:20:23 main:581] : INFO : Epoch 1736 | loss: 0.0311455 | val_loss: 0.0311549 | Time: 1640.59 ms [2021-09-30 08:20:24 main:581] : INFO : Epoch 1737 | loss: 0.0311462 | val_loss: 0.0311559 | Time: 1650.99 ms [2021-09-30 08:20:26 main:581] : INFO : Epoch 1738 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 1699.69 ms [2021-09-30 08:20:28 main:581] : INFO : Epoch 1739 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 1684.41 ms [2021-09-30 08:20:29 main:581] : INFO : Epoch 1740 | loss: 0.0311448 | val_loss: 0.0311576 | Time: 1693.42 ms [2021-09-30 08:20:31 main:581] : INFO : Epoch 1741 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 1714.19 ms [2021-09-30 08:20:33 main:581] : INFO : Epoch 1742 | loss: 0.031142 | val_loss: 0.0311565 | Time: 1666 ms [2021-09-30 08:20:35 main:581] : INFO : Epoch 1743 | loss: 0.0311423 | val_loss: 0.0311565 | Time: 1695.77 ms [2021-09-30 08:20:36 main:581] : INFO : Epoch 1744 | loss: 0.0311434 | val_loss: 0.0311558 | Time: 1704.48 ms [2021-09-30 08:20:38 main:581] : INFO : Epoch 1745 | loss: 0.0311425 | val_loss: 0.0311518 | Time: 1696.72 ms [2021-09-30 08:20:40 main:581] : INFO : Epoch 1746 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1642.01 ms [2021-09-30 08:20:41 main:581] : INFO : Epoch 1747 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 1666.63 ms [2021-09-30 08:20:43 main:581] : INFO : Epoch 1748 | loss: 0.031148 | val_loss: 0.031158 | Time: 1666.3 ms [2021-09-30 08:20:45 main:581] : INFO : Epoch 1749 | loss: 0.0311406 | val_loss: 0.0311557 | Time: 1666.52 ms [2021-09-30 08:20:46 main:581] : INFO : Epoch 1750 | loss: 0.0311395 | val_loss: 0.0311547 | Time: 1691.29 ms [2021-09-30 08:20:48 main:581] : INFO : Epoch 1751 | loss: 0.0311384 | val_loss: 0.0311552 | Time: 1682.66 ms [2021-09-30 08:20:50 main:581] : INFO : Epoch 1752 | loss: 0.0311376 | val_loss: 0.0311542 | Time: 1692.35 ms [2021-09-30 08:20:51 main:581] : INFO : Epoch 1753 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 1658.77 ms [2021-09-30 08:20:53 main:581] : INFO : Epoch 1754 | loss: 0.031141 | val_loss: 0.0311607 | Time: 1683.5 ms [2021-09-30 08:20:55 main:581] : INFO : Epoch 1755 | loss: 0.0311404 | val_loss: 0.0311525 | Time: 1657.69 ms [2021-09-30 08:20:56 main:581] : INFO : Epoch 1756 | loss: 0.0311392 | val_loss: 0.0311534 | Time: 1674.03 ms [2021-09-30 08:20:58 main:581] : INFO : Epoch 1757 | loss: 0.0311425 | val_loss: 0.0311537 | Time: 1716.62 ms [2021-09-30 08:21:00 main:581] : INFO : Epoch 1758 | loss: 0.0311405 | val_loss: 0.0311586 | Time: 1697.17 ms [2021-09-30 08:21:01 main:581] : INFO : Epoch 1759 | loss: 0.0311404 | val_loss: 0.031155 | Time: 1684.37 ms [2021-09-30 08:21:03 main:581] : INFO : Epoch 1760 | loss: 0.0311406 | val_loss: 0.0311525 | Time: 1715.87 ms [2021-09-30 08:21:05 main:581] : INFO : Epoch 1761 | loss: 0.0311389 | val_loss: 0.0311551 | Time: 1694.83 ms [2021-09-30 08:21:07 main:581] : INFO : Epoch 1762 | loss: 0.0311385 | val_loss: 0.0311583 | Time: 1652.46 ms [2021-09-30 08:21:08 main:581] : INFO : Epoch 1763 | loss: 0.0311418 | val_loss: 0.0311513 | Time: 1721.64 ms [2021-09-30 08:21:10 main:581] : INFO : Epoch 1764 | loss: 0.0311426 | val_loss: 0.0311514 | Time: 1692.8 ms [2021-09-30 08:21:12 main:581] : INFO : Epoch 1765 | loss: 0.0311403 | val_loss: 0.0311512 | Time: 1686.97 ms [2021-09-30 08:21:13 main:581] : INFO : Epoch 1766 | loss: 0.0311407 | val_loss: 0.0311554 | Time: 1680.1 ms [2021-09-30 08:21:15 main:581] : INFO : Epoch 1767 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 1675.39 ms [2021-09-30 08:21:17 main:581] : INFO : Epoch 1768 | loss: 0.0311378 | val_loss: 0.0311548 | Time: 1710.58 ms [2021-09-30 08:21:18 main:581] : INFO : Epoch 1769 | loss: 0.0311373 | val_loss: 0.0311517 | Time: 1677.39 ms [2021-09-30 08:21:20 main:581] : INFO : Epoch 1770 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 1646.84 ms [2021-09-30 08:21:22 main:581] : INFO : Epoch 1771 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 1659.53 ms [2021-09-30 08:21:23 main:581] : INFO : Epoch 1772 | loss: 0.0311459 | val_loss: 0.0311545 | Time: 1643.19 ms [2021-09-30 08:21:25 main:581] : INFO : Epoch 1773 | loss: 0.0311415 | val_loss: 0.0311527 | Time: 1667.17 ms [2021-09-30 08:21:27 main:581] : INFO : Epoch 1774 | loss: 0.0311445 | val_loss: 0.0311484 | Time: 1675.11 ms [2021-09-30 08:21:28 main:581] : INFO : Epoch 1775 | loss: 0.0311429 | val_loss: 0.031149 | Time: 1700.1 ms [2021-09-30 08:21:30 main:581] : INFO : Epoch 1776 | loss: 0.0311402 | val_loss: 0.0311483 | Time: 1668.99 ms [2021-09-30 08:21:32 main:581] : INFO : Epoch 1777 | loss: 0.0311393 | val_loss: 0.031146 | Time: 1683.82 ms [2021-09-30 08:21:33 main:581] : INFO : Epoch 1778 | loss: 0.0311377 | val_loss: 0.0311492 | Time: 1693.4 ms [2021-09-30 08:21:35 main:581] : INFO : Epoch 1779 | loss: 0.0311375 | val_loss: 0.0311482 | Time: 1691.56 ms [2021-09-30 08:21:37 main:581] : INFO : Epoch 1780 | loss: 0.0311349 | val_loss: 0.0311469 | Time: 1685.62 ms [2021-09-30 08:21:38 main:581] : INFO : Epoch 1781 | loss: 0.031136 | val_loss: 0.0311525 | Time: 1682.14 ms [2021-09-30 08:21:40 main:581] : INFO : Epoch 1782 | loss: 0.031136 | val_loss: 0.0311518 | Time: 1677.38 ms [2021-09-30 08:21:42 main:581] : INFO : Epoch 1783 | loss: 0.0311368 | val_loss: 0.0311512 | Time: 1657.28 ms [2021-09-30 08:21:43 main:581] : INFO : Epoch 1784 | loss: 0.0311366 | val_loss: 0.0311473 | Time: 1666.77 ms [2021-09-30 08:21:45 main:581] : INFO : Epoch 1785 | loss: 0.0311346 | val_loss: 0.0311492 | Time: 1664.15 ms [2021-09-30 08:21:47 main:581] : INFO : Epoch 1786 | loss: 0.0311341 | val_loss: 0.0311545 | Time: 1680.68 ms [2021-09-30 08:21:49 main:581] : INFO : Epoch 1787 | loss: 0.0311351 | val_loss: 0.0311493 | Time: 1702.39 ms [2021-09-30 08:21:50 main:581] : INFO : Epoch 1788 | loss: 0.0311332 | val_loss: 0.0311488 | Time: 1659.15 ms [2021-09-30 08:21:52 main:581] : INFO : Epoch 1789 | loss: 0.0311341 | val_loss: 0.0311509 | Time: 1650.67 ms [2021-09-30 08:21:54 main:581] : INFO : Epoch 1790 | loss: 0.0311347 | val_loss: 0.0311524 | Time: 1664.27 ms [2021-09-30 08:21:55 main:581] : INFO : Epoch 1791 | loss: 0.0311342 | val_loss: 0.0311562 | Time: 1658.78 ms [2021-09-30 08:21:57 main:581] : INFO : Epoch 1792 | loss: 0.0311381 | val_loss: 0.0311492 | Time: 1645.16 ms [2021-09-30 08:21:59 main:581] : INFO : Epoch 1793 | loss: 0.0311329 | val_loss: 0.0311531 | Time: 1701.04 ms [2021-09-30 08:22:00 main:581] : INFO : Epoch 1794 | loss: 0.0311341 | val_loss: 0.0311514 | Time: 1660.27 ms [2021-09-30 08:22:02 main:581] : INFO : Epoch 1795 | loss: 0.0311337 | val_loss: 0.0311537 | Time: 1668.88 ms [2021-09-30 08:22:04 main:581] : INFO : Epoch 1796 | loss: 0.0311332 | val_loss: 0.0311517 | Time: 1681.69 ms [2021-09-30 08:22:05 main:581] : INFO : Epoch 1797 | loss: 0.0311337 | val_loss: 0.031151 | Time: 1643.37 ms [2021-09-30 08:22:07 main:581] : INFO : Epoch 1798 | loss: 0.0311331 | val_loss: 0.031152 | Time: 1646.27 ms [2021-09-30 08:22:08 main:581] : INFO : Epoch 1799 | loss: 0.0311317 | val_loss: 0.0311492 | Time: 1644.65 ms [2021-09-30 08:22:10 main:581] : INFO : Epoch 1800 | loss: 0.0311302 | val_loss: 0.0311518 | Time: 1646.42 ms [2021-09-30 08:22:12 main:581] : INFO : Epoch 1801 | loss: 0.0311307 | val_loss: 0.0311568 | Time: 1647.68 ms [2021-09-30 08:22:13 main:581] : INFO : Epoch 1802 | loss: 0.0311329 | val_loss: 0.0311552 | Time: 1654.52 ms [2021-09-30 08:22:15 main:581] : INFO : Epoch 1803 | loss: 0.0311305 | val_loss: 0.0311506 | Time: 1627.74 ms [2021-09-30 08:22:17 main:581] : INFO : Epoch 1804 | loss: 0.0311297 | val_loss: 0.0311552 | Time: 1676.9 ms [2021-09-30 08:22:18 main:581] : INFO : Epoch 1805 | loss: 0.0311325 | val_loss: 0.0311597 | Time: 1655.46 ms [2021-09-30 08:22:20 main:581] : INFO : Epoch 1806 | loss: 0.0311375 | val_loss: 0.0311579 | Time: 1645.65 ms [2021-09-30 08:22:22 main:581] : INFO : Epoch 1807 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 1682.11 ms [2021-09-30 08:22:23 main:581] : INFO : Epoch 1808 | loss: 0.0311391 | val_loss: 0.0311581 | Time: 1676.58 ms [2021-09-30 08:22:25 main:581] : INFO : Epoch 1809 | loss: 0.0311397 | val_loss: 0.031158 | Time: 1658.63 ms [2021-09-30 08:22:27 main:581] : INFO : Epoch 1810 | loss: 0.0311345 | val_loss: 0.0311571 | Time: 1671.83 ms [2021-09-30 08:22:28 main:581] : INFO : Epoch 1811 | loss: 0.031133 | val_loss: 0.0311637 | Time: 1679.53 ms [2021-09-30 08:22:30 main:581] : INFO : Epoch 1812 | loss: 0.0311321 | val_loss: 0.0311553 | Time: 1654.62 ms [2021-09-30 08:22:32 main:581] : INFO : Epoch 1813 | loss: 0.031131 | val_loss: 0.0311564 | Time: 1684.93 ms [2021-09-30 08:22:33 main:581] : INFO : Epoch 1814 | loss: 0.0311297 | val_loss: 0.0311561 | Time: 1638.65 ms [2021-09-30 08:22:35 main:581] : INFO : Epoch 1815 | loss: 0.0311298 | val_loss: 0.0311564 | Time: 1627.26 ms [2021-09-30 08:22:37 main:581] : INFO : Epoch 1816 | loss: 0.03113 | val_loss: 0.0311557 | Time: 1620.74 ms [2021-09-30 08:22:38 main:581] : INFO : Epoch 1817 | loss: 0.0311296 | val_loss: 0.0311522 | Time: 1601.97 ms [2021-09-30 08:22:40 main:581] : INFO : Epoch 1818 | loss: 0.0311295 | val_loss: 0.0311531 | Time: 1622.73 ms [2021-09-30 08:22:41 main:581] : INFO : Epoch 1819 | loss: 0.031129 | val_loss: 0.0311544 | Time: 1611.67 ms [2021-09-30 08:22:43 main:581] : INFO : Epoch 1820 | loss: 0.0311502 | val_loss: 0.0311776 | Time: 1614.13 ms [2021-09-30 08:22:45 main:581] : INFO : Epoch 1821 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 1616.15 ms [2021-09-30 08:22:46 main:581] : INFO : Epoch 1822 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 1620.73 ms [2021-09-30 08:22:48 main:581] : INFO : Epoch 1823 | loss: 0.03116 | val_loss: 0.0311643 | Time: 1629.31 ms [2021-09-30 08:22:50 main:581] : INFO : Epoch 1824 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 1632.07 ms [2021-09-30 08:22:51 main:581] : INFO : Epoch 1825 | loss: 0.031154 | val_loss: 0.0311655 | Time: 1658.89 ms [2021-09-30 08:22:53 main:581] : INFO : Epoch 1826 | loss: 0.0311544 | val_loss: 0.0311698 | Time: 1675.09 ms [2021-09-30 08:22:55 main:581] : INFO : Epoch 1827 | loss: 0.0311534 | val_loss: 0.031162 | Time: 1669.86 ms [2021-09-30 08:22:56 main:581] : INFO : Epoch 1828 | loss: 0.0311505 | val_loss: 0.0311621 | Time: 1686.05 ms [2021-09-30 08:22:58 main:581] : INFO : Epoch 1829 | loss: 0.0311504 | val_loss: 0.0311577 | Time: 1704.43 ms [2021-09-30 08:23:00 main:581] : INFO : Epoch 1830 | loss: 0.0311496 | val_loss: 0.0311651 | Time: 1688.52 ms [2021-09-30 08:23:01 main:581] : INFO : Epoch 1831 | loss: 0.0311507 | val_loss: 0.0311598 | Time: 1672.74 ms [2021-09-30 08:23:03 main:581] : INFO : Epoch 1832 | loss: 0.0311483 | val_loss: 0.0311597 | Time: 1639.71 ms [2021-09-30 08:23:05 main:581] : INFO : Epoch 1833 | loss: 0.0311482 | val_loss: 0.0311604 | Time: 1648 ms [2021-09-30 08:23:06 main:581] : INFO : Epoch 1834 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 1641.12 ms [2021-09-30 08:23:08 main:581] : INFO : Epoch 1835 | loss: 0.0311458 | val_loss: 0.0311606 | Time: 1631.07 ms [2021-09-30 08:23:10 main:581] : INFO : Epoch 1836 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 1661.67 ms [2021-09-30 08:23:11 main:581] : INFO : Epoch 1837 | loss: 0.0311449 | val_loss: 0.031159 | Time: 1716.77 ms [2021-09-30 08:23:13 main:581] : INFO : Epoch 1838 | loss: 0.0311447 | val_loss: 0.0311596 | Time: 1674.05 ms [2021-09-30 08:23:15 main:581] : INFO : Epoch 1839 | loss: 0.0311457 | val_loss: 0.0311621 | Time: 1717.09 ms [2021-09-30 08:23:16 main:581] : INFO : Epoch 1840 | loss: 0.0311433 | val_loss: 0.0311586 | Time: 1656.88 ms [2021-09-30 08:23:18 main:581] : INFO : Epoch 1841 | loss: 0.0311437 | val_loss: 0.0311606 | Time: 1696.03 ms [2021-09-30 08:23:20 main:581] : INFO : Epoch 1842 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 1677.79 ms [2021-09-30 08:23:21 main:581] : INFO : Epoch 1843 | loss: 0.0311446 | val_loss: 0.031162 | Time: 1675.2 ms [2021-09-30 08:23:23 main:581] : INFO : Epoch 1844 | loss: 0.0311439 | val_loss: 0.0311579 | Time: 1701.36 ms [2021-09-30 08:23:25 main:581] : INFO : Epoch 1845 | loss: 0.0311438 | val_loss: 0.0311579 | Time: 1701.8 ms [2021-09-30 08:23:26 main:581] : INFO : Epoch 1846 | loss: 0.0311421 | val_loss: 0.0311628 | Time: 1688.11 ms [2021-09-30 08:23:28 main:581] : INFO : Epoch 1847 | loss: 0.0311433 | val_loss: 0.0311646 | Time: 1683.99 ms [2021-09-30 08:23:30 main:581] : INFO : Epoch 1848 | loss: 0.0311423 | val_loss: 0.031157 | Time: 1693.75 ms [2021-09-30 08:23:31 main:581] : INFO : Epoch 1849 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 1652.5 ms [2021-09-30 08:23:33 main:581] : INFO : Epoch 1850 | loss: 0.0311394 | val_loss: 0.0311582 | Time: 1708.53 ms [2021-09-30 08:23:35 main:581] : INFO : Epoch 1851 | loss: 0.0311385 | val_loss: 0.031159 | Time: 1655.92 ms [2021-09-30 08:23:37 main:581] : INFO : Epoch 1852 | loss: 0.0311377 | val_loss: 0.031156 | Time: 1669.71 ms [2021-09-30 08:23:38 main:581] : INFO : Epoch 1853 | loss: 0.0311386 | val_loss: 0.0311573 | Time: 1709.44 ms [2021-09-30 08:23:40 main:581] : INFO : Epoch 1854 | loss: 0.0311373 | val_loss: 0.0311541 | Time: 1688.65 ms [2021-09-30 08:23:42 main:581] : INFO : Epoch 1855 | loss: 0.0311381 | val_loss: 0.0311617 | Time: 1692.05 ms [2021-09-30 08:23:43 main:581] : INFO : Epoch 1856 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 1715.47 ms [2021-09-30 08:23:45 main:581] : INFO : Epoch 1857 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 1689.05 ms [2021-09-30 08:23:47 main:581] : INFO : Epoch 1858 | loss: 0.0311368 | val_loss: 0.0311559 | Time: 1652.03 ms [2021-09-30 08:23:48 main:581] : INFO : Epoch 1859 | loss: 0.0311368 | val_loss: 0.0311553 | Time: 1664.83 ms [2021-09-30 08:23:50 main:581] : INFO : Epoch 1860 | loss: 0.031137 | val_loss: 0.0311527 | Time: 1666.21 ms [2021-09-30 08:23:52 main:581] : INFO : Epoch 1861 | loss: 0.0311369 | val_loss: 0.0311549 | Time: 1700.04 ms [2021-09-30 08:23:53 main:581] : INFO : Epoch 1862 | loss: 0.0311361 | val_loss: 0.0311538 | Time: 1691.75 ms [2021-09-30 08:23:55 main:581] : INFO : Epoch 1863 | loss: 0.0311375 | val_loss: 0.0311533 | Time: 1696.96 ms [2021-09-30 08:23:57 main:581] : INFO : Epoch 1864 | loss: 0.0311366 | val_loss: 0.031153 | Time: 1671.47 ms [2021-09-30 08:23:58 main:581] : INFO : Epoch 1865 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 1685.61 ms [2021-09-30 08:24:00 main:581] : INFO : Epoch 1866 | loss: 0.031136 | val_loss: 0.031155 | Time: 1707.1 ms [2021-09-30 08:24:02 main:581] : INFO : Epoch 1867 | loss: 0.0311377 | val_loss: 0.0311566 | Time: 1691.3 ms [2021-09-30 08:24:04 main:581] : INFO : Epoch 1868 | loss: 0.0311374 | val_loss: 0.031163 | Time: 1667.95 ms [2021-09-30 08:24:05 main:581] : INFO : Epoch 1869 | loss: 0.0311469 | val_loss: 0.0311694 | Time: 1673.99 ms [2021-09-30 08:24:07 main:581] : INFO : Epoch 1870 | loss: 0.0382498 | val_loss: 0.0355824 | Time: 1698.62 ms [2021-09-30 08:24:09 main:581] : INFO : Epoch 1871 | loss: 0.0379137 | val_loss: 0.0467573 | Time: 1691.61 ms [2021-09-30 08:24:10 main:581] : INFO : Epoch 1872 | loss: 0.0344841 | val_loss: 0.0331312 | Time: 1680.02 ms [2021-09-30 08:24:12 main:581] : INFO : Epoch 1873 | loss: 0.0317326 | val_loss: 0.0313071 | Time: 1696.31 ms [2021-09-30 08:24:14 main:581] : INFO : Epoch 1874 | loss: 0.0313051 | val_loss: 0.0312724 | Time: 1662.71 ms [2021-09-30 08:24:15 main:581] : INFO : Epoch 1875 | loss: 0.0312424 | val_loss: 0.0312303 | Time: 1710.34 ms [2021-09-30 08:24:17 main:581] : INFO : Epoch 1876 | loss: 0.0312264 | val_loss: 0.0312203 | Time: 1701.85 ms [2021-09-30 08:24:19 main:581] : INFO : Epoch 1877 | loss: 0.0312189 | val_loss: 0.0312134 | Time: 1682.57 ms [2021-09-30 08:24:20 main:581] : INFO : Epoch 1878 | loss: 0.0312121 | val_loss: 0.0312084 | Time: 1687.29 ms [2021-09-30 08:24:22 main:581] : INFO : Epoch 1879 | loss: 0.0312062 | val_loss: 0.0312011 | Time: 1688.32 ms [2021-09-30 08:24:24 main:581] : INFO : Epoch 1880 | loss: 0.0311995 | val_loss: 0.0311937 | Time: 1695.69 ms [2021-09-30 08:24:26 main:581] : INFO : Epoch 1881 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 1708.2 ms [2021-09-30 08:24:27 main:581] : INFO : Epoch 1882 | loss: 0.031187 | val_loss: 0.0311834 | Time: 1681.2 ms [2021-09-30 08:24:29 main:581] : INFO : Epoch 1883 | loss: 0.0311819 | val_loss: 0.0311792 | Time: 1665.91 ms [2021-09-30 08:24:31 main:581] : INFO : Epoch 1884 | loss: 0.0311784 | val_loss: 0.0311761 | Time: 1715.04 ms [2021-09-30 08:24:32 main:581] : INFO : Epoch 1885 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 1689.51 ms [2021-09-30 08:24:34 main:581] : INFO : Epoch 1886 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 1673.18 ms [2021-09-30 08:24:36 main:581] : INFO : Epoch 1887 | loss: 0.0311703 | val_loss: 0.0311712 | Time: 1679.08 ms [2021-09-30 08:24:37 main:581] : INFO : Epoch 1888 | loss: 0.0311683 | val_loss: 0.0311713 | Time: 1665.88 ms [2021-09-30 08:24:39 main:581] : INFO : Epoch 1889 | loss: 0.0311672 | val_loss: 0.0311681 | Time: 1680.07 ms [2021-09-30 08:24:41 main:581] : INFO : Epoch 1890 | loss: 0.0311661 | val_loss: 0.0311675 | Time: 1688.56 ms [2021-09-30 08:24:42 main:581] : INFO : Epoch 1891 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 1695.57 ms [2021-09-30 08:24:44 main:581] : INFO : Epoch 1892 | loss: 0.0311639 | val_loss: 0.0311662 | Time: 1675.84 ms [2021-09-30 08:24:46 main:581] : INFO : Epoch 1893 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1659.86 ms [2021-09-30 08:24:47 main:581] : INFO : Epoch 1894 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 1709.25 ms [2021-09-30 08:24:49 main:581] : INFO : Epoch 1895 | loss: 0.0311622 | val_loss: 0.0311655 | Time: 1696.42 ms [2021-09-30 08:24:51 main:581] : INFO : Epoch 1896 | loss: 0.031162 | val_loss: 0.0311671 | Time: 1699.54 ms [2021-09-30 08:24:52 main:581] : INFO : Epoch 1897 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 1700.94 ms [2021-09-30 08:24:54 main:581] : INFO : Epoch 1898 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 1681.65 ms [2021-09-30 08:24:56 main:581] : INFO : Epoch 1899 | loss: 0.0311594 | val_loss: 0.0311619 | Time: 1710.22 ms [2021-09-30 08:24:58 main:581] : INFO : Epoch 1900 | loss: 0.0311573 | val_loss: 0.031162 | Time: 1668.62 ms [2021-09-30 08:24:59 main:581] : INFO : Epoch 1901 | loss: 0.0311567 | val_loss: 0.0311616 | Time: 1701.15 ms [2021-09-30 08:25:01 main:581] : INFO : Epoch 1902 | loss: 0.0311566 | val_loss: 0.0311612 | Time: 1666.76 ms [2021-09-30 08:25:03 main:581] : INFO : Epoch 1903 | loss: 0.031156 | val_loss: 0.0311609 | Time: 1704.14 ms [2021-09-30 08:25:04 main:581] : INFO : Epoch 1904 | loss: 0.031155 | val_loss: 0.0311621 | Time: 1693.85 ms [2021-09-30 08:25:06 main:581] : INFO : Epoch 1905 | loss: 0.0311567 | val_loss: 0.0311615 | Time: 1703.3 ms [2021-09-30 08:25:08 main:581] : INFO : Epoch 1906 | loss: 0.031155 | val_loss: 0.0311601 | Time: 1651.17 ms [2021-09-30 08:25:09 main:581] : INFO : Epoch 1907 | loss: 0.0311537 | val_loss: 0.0311607 | Time: 1658.04 ms [2021-09-30 08:25:11 main:581] : INFO : Epoch 1908 | loss: 0.0311542 | val_loss: 0.0311587 | Time: 1682.1 ms [2021-09-30 08:25:13 main:581] : INFO : Epoch 1909 | loss: 0.0311529 | val_loss: 0.0311581 | Time: 1670.39 ms [2021-09-30 08:25:14 main:581] : INFO : Epoch 1910 | loss: 0.0311527 | val_loss: 0.0311577 | Time: 1691.2 ms [2021-09-30 08:25:16 main:581] : INFO : Epoch 1911 | loss: 0.0311519 | val_loss: 0.0311587 | Time: 1690.5 ms [2021-09-30 08:25:18 main:581] : INFO : Epoch 1912 | loss: 0.0311508 | val_loss: 0.0311587 | Time: 1689.14 ms [2021-09-30 08:25:19 main:581] : INFO : Epoch 1913 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 1690.06 ms [2021-09-30 08:25:21 main:581] : INFO : Epoch 1914 | loss: 0.0311506 | val_loss: 0.0311573 | Time: 1689.93 ms [2021-09-30 08:25:23 main:581] : INFO : Epoch 1915 | loss: 0.0311492 | val_loss: 0.0311557 | Time: 1690.24 ms [2021-09-30 08:25:24 main:581] : INFO : Epoch 1916 | loss: 0.0311489 | val_loss: 0.0311566 | Time: 1665.76 ms [2021-09-30 08:25:26 main:581] : INFO : Epoch 1917 | loss: 0.0311489 | val_loss: 0.0311563 | Time: 1708.5 ms [2021-09-30 08:25:28 main:581] : INFO : Epoch 1918 | loss: 0.0311477 | val_loss: 0.0311558 | Time: 1673.04 ms [2021-09-30 08:25:30 main:581] : INFO : Epoch 1919 | loss: 0.0311466 | val_loss: 0.0311562 | Time: 1673 ms [2021-09-30 08:25:31 main:581] : INFO : Epoch 1920 | loss: 0.031147 | val_loss: 0.031156 | Time: 1712.09 ms [2021-09-30 08:25:33 main:581] : INFO : Epoch 1921 | loss: 0.0311467 | val_loss: 0.0311572 | Time: 1661.67 ms [2021-09-30 08:25:35 main:581] : INFO : Epoch 1922 | loss: 0.0311471 | val_loss: 0.031155 | Time: 1692.18 ms [2021-09-30 08:25:36 main:581] : INFO : Epoch 1923 | loss: 0.031146 | val_loss: 0.0311567 | Time: 1690.21 ms [2021-09-30 08:25:38 main:581] : INFO : Epoch 1924 | loss: 0.0311458 | val_loss: 0.0311548 | Time: 1703.79 ms [2021-09-30 08:25:40 main:581] : INFO : Epoch 1925 | loss: 0.031147 | val_loss: 0.0311555 | Time: 1701.04 ms [2021-09-30 08:25:41 main:581] : INFO : Epoch 1926 | loss: 0.0311458 | val_loss: 0.0311544 | Time: 1685.81 ms [2021-09-30 08:25:43 main:581] : INFO : Epoch 1927 | loss: 0.0311463 | val_loss: 0.031154 | Time: 1635.31 ms [2021-09-30 08:25:45 main:581] : INFO : Epoch 1928 | loss: 0.031146 | val_loss: 0.0311542 | Time: 1608.07 ms [2021-09-30 08:25:46 main:581] : INFO : Epoch 1929 | loss: 0.0311456 | val_loss: 0.0311541 | Time: 1594.71 ms [2021-09-30 08:25:48 main:581] : INFO : Epoch 1930 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 1599.46 ms [2021-09-30 08:25:49 main:581] : INFO : Epoch 1931 | loss: 0.0311464 | val_loss: 0.0311536 | Time: 1620.22 ms [2021-09-30 08:25:51 main:581] : INFO : Epoch 1932 | loss: 0.0311444 | val_loss: 0.0311534 | Time: 1594.63 ms [2021-09-30 08:25:53 main:581] : INFO : Epoch 1933 | loss: 0.0311449 | val_loss: 0.0311526 | Time: 1646.31 ms [2021-09-30 08:25:54 main:581] : INFO : Epoch 1934 | loss: 0.0311457 | val_loss: 0.0311529 | Time: 1685.52 ms [2021-09-30 08:25:56 main:581] : INFO : Epoch 1935 | loss: 0.0311455 | val_loss: 0.0311554 | Time: 1677.54 ms [2021-09-30 08:25:58 main:581] : INFO : Epoch 1936 | loss: 0.0311459 | val_loss: 0.0311544 | Time: 1698.36 ms [2021-09-30 08:25:59 main:581] : INFO : Epoch 1937 | loss: 0.0311453 | val_loss: 0.0311556 | Time: 1675.27 ms [2021-09-30 08:26:01 main:581] : INFO : Epoch 1938 | loss: 0.031144 | val_loss: 0.0311537 | Time: 1711.05 ms [2021-09-30 08:26:03 main:581] : INFO : Epoch 1939 | loss: 0.0311441 | val_loss: 0.0311547 | Time: 1689.19 ms [2021-09-30 08:26:04 main:581] : INFO : Epoch 1940 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 1663.34 ms [2021-09-30 08:26:06 main:581] : INFO : Epoch 1941 | loss: 0.0311443 | val_loss: 0.031154 | Time: 1658.81 ms [2021-09-30 08:26:08 main:581] : INFO : Epoch 1942 | loss: 0.0311435 | val_loss: 0.0311534 | Time: 1661.85 ms [2021-09-30 08:26:10 main:581] : INFO : Epoch 1943 | loss: 0.0311446 | val_loss: 0.031153 | Time: 1738.7 ms [2021-09-30 08:26:11 main:581] : INFO : Epoch 1944 | loss: 0.0311432 | val_loss: 0.031153 | Time: 1716.76 ms [2021-09-30 08:26:13 main:581] : INFO : Epoch 1945 | loss: 0.0311439 | val_loss: 0.0311538 | Time: 1689.71 ms [2021-09-30 08:26:15 main:581] : INFO : Epoch 1946 | loss: 0.0311459 | val_loss: 0.0311553 | Time: 1687.19 ms [2021-09-30 08:26:16 main:581] : INFO : Epoch 1947 | loss: 0.0311444 | val_loss: 0.0311521 | Time: 1684.99 ms [2021-09-30 08:26:18 main:581] : INFO : Epoch 1948 | loss: 0.0311443 | val_loss: 0.031153 | Time: 1671.34 ms [2021-09-30 08:26:20 main:581] : INFO : Epoch 1949 | loss: 0.0311452 | val_loss: 0.0311522 | Time: 1682.28 ms [2021-09-30 08:26:21 main:581] : INFO : Epoch 1950 | loss: 0.0311453 | val_loss: 0.0311504 | Time: 1676.28 ms [2021-09-30 08:26:23 main:581] : INFO : Epoch 1951 | loss: 0.0311422 | val_loss: 0.031154 | Time: 1686.05 ms [2021-09-30 08:26:25 main:581] : INFO : Epoch 1952 | loss: 0.0311427 | val_loss: 0.0311526 | Time: 1650.72 ms [2021-09-30 08:26:26 main:581] : INFO : Epoch 1953 | loss: 0.03115 | val_loss: 0.0311523 | Time: 1680.53 ms [2021-09-30 08:26:28 main:581] : INFO : Epoch 1954 | loss: 0.0311476 | val_loss: 0.0311536 | Time: 1647.45 ms [2021-09-30 08:26:30 main:581] : INFO : Epoch 1955 | loss: 0.0311476 | val_loss: 0.0311511 | Time: 1718.06 ms [2021-09-30 08:26:31 main:581] : INFO : Epoch 1956 | loss: 0.0311436 | val_loss: 0.0311532 | Time: 1688.96 ms [2021-09-30 08:26:33 main:581] : INFO : Epoch 1957 | loss: 0.0311436 | val_loss: 0.0311518 | Time: 1661.32 ms [2021-09-30 08:26:35 main:581] : INFO : Epoch 1958 | loss: 0.0311428 | val_loss: 0.0311514 | Time: 1646.5 ms [2021-09-30 08:26:36 main:581] : INFO : Epoch 1959 | loss: 0.0311427 | val_loss: 0.0311493 | Time: 1659.08 ms [2021-09-30 08:26:38 main:581] : INFO : Epoch 1960 | loss: 0.0311439 | val_loss: 0.0311497 | Time: 1652.51 ms [2021-09-30 08:26:40 main:581] : INFO : Epoch 1961 | loss: 0.0311437 | val_loss: 0.0311513 | Time: 1636.27 ms [2021-09-30 08:26:41 main:581] : INFO : Epoch 1962 | loss: 0.0311453 | val_loss: 0.031149 | Time: 1652.48 ms [2021-09-30 08:26:43 main:581] : INFO : Epoch 1963 | loss: 0.0311447 | val_loss: 0.0311518 | Time: 1665.75 ms [2021-09-30 08:26:45 main:581] : INFO : Epoch 1964 | loss: 0.0311446 | val_loss: 0.0311555 | Time: 1673.47 ms [2021-09-30 08:26:46 main:581] : INFO : Epoch 1965 | loss: 0.0311435 | val_loss: 0.0311525 | Time: 1658.38 ms [2021-09-30 08:26:48 main:581] : INFO : Epoch 1966 | loss: 0.0311406 | val_loss: 0.0311522 | Time: 1653.58 ms [2021-09-30 08:26:50 main:581] : INFO : Epoch 1967 | loss: 0.0311401 | val_loss: 0.031155 | Time: 1681.91 ms [2021-09-30 08:26:51 main:581] : INFO : Epoch 1968 | loss: 0.0311407 | val_loss: 0.0311577 | Time: 1696.45 ms [2021-09-30 08:26:53 main:581] : INFO : Epoch 1969 | loss: 0.0311438 | val_loss: 0.0311526 | Time: 1673.38 ms [2021-09-30 08:26:55 main:581] : INFO : Epoch 1970 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 1655.96 ms [2021-09-30 08:26:56 main:581] : INFO : Epoch 1971 | loss: 0.0311409 | val_loss: 0.0311531 | Time: 1684.17 ms [2021-09-30 08:26:58 main:581] : INFO : Epoch 1972 | loss: 0.0311393 | val_loss: 0.0311506 | Time: 1705.94 ms [2021-09-30 08:27:00 main:581] : INFO : Epoch 1973 | loss: 0.0311375 | val_loss: 0.0311498 | Time: 1695.38 ms [2021-09-30 08:27:01 main:581] : INFO : Epoch 1974 | loss: 0.0311388 | val_loss: 0.0311515 | Time: 1706.55 ms [2021-09-30 08:27:03 main:581] : INFO : Epoch 1975 | loss: 0.031142 | val_loss: 0.03116 | Time: 1671.55 ms [2021-09-30 08:27:05 main:581] : INFO : Epoch 1976 | loss: 0.0311409 | val_loss: 0.0311513 | Time: 1690.75 ms [2021-09-30 08:27:07 main:581] : INFO : Epoch 1977 | loss: 0.0311381 | val_loss: 0.0311482 | Time: 1662.81 ms [2021-09-30 08:27:08 main:581] : INFO : Epoch 1978 | loss: 0.0311373 | val_loss: 0.0311498 | Time: 1691.35 ms [2021-09-30 08:27:10 main:581] : INFO : Epoch 1979 | loss: 0.0311368 | val_loss: 0.0311495 | Time: 1685.85 ms [2021-09-30 08:27:12 main:581] : INFO : Epoch 1980 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 1640.38 ms [2021-09-30 08:27:13 main:581] : INFO : Epoch 1981 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 1699.46 ms [2021-09-30 08:27:15 main:581] : INFO : Epoch 1982 | loss: 0.0311555 | val_loss: 0.0311603 | Time: 1694.51 ms [2021-09-30 08:27:17 main:581] : INFO : Epoch 1983 | loss: 0.0311532 | val_loss: 0.0311581 | Time: 1669.31 ms [2021-09-30 08:27:18 main:581] : INFO : Epoch 1984 | loss: 0.0311508 | val_loss: 0.031161 | Time: 1693.57 ms [2021-09-30 08:27:20 main:581] : INFO : Epoch 1985 | loss: 0.0311478 | val_loss: 0.0311527 | Time: 1647.21 ms [2021-09-30 08:27:22 main:581] : INFO : Epoch 1986 | loss: 0.031145 | val_loss: 0.0311535 | Time: 1648.34 ms [2021-09-30 08:27:23 main:581] : INFO : Epoch 1987 | loss: 0.031144 | val_loss: 0.0311548 | Time: 1653.68 ms [2021-09-30 08:27:25 main:581] : INFO : Epoch 1988 | loss: 0.0311468 | val_loss: 0.031156 | Time: 1675.2 ms [2021-09-30 08:27:27 main:581] : INFO : Epoch 1989 | loss: 0.0311421 | val_loss: 0.0311527 | Time: 1693.15 ms [2021-09-30 08:27:28 main:581] : INFO : Epoch 1990 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 1658.08 ms [2021-09-30 08:27:30 main:581] : INFO : Epoch 1991 | loss: 0.0311446 | val_loss: 0.0311554 | Time: 1668.32 ms [2021-09-30 08:27:32 main:581] : INFO : Epoch 1992 | loss: 0.0311412 | val_loss: 0.0311519 | Time: 1702.26 ms [2021-09-30 08:27:33 main:581] : INFO : Epoch 1993 | loss: 0.0311404 | val_loss: 0.031151 | Time: 1670.57 ms [2021-09-30 08:27:35 main:581] : INFO : Epoch 1994 | loss: 0.0311402 | val_loss: 0.0311535 | Time: 1671.9 ms [2021-09-30 08:27:37 main:581] : INFO : Epoch 1995 | loss: 0.0311382 | val_loss: 0.0311552 | Time: 1661.88 ms [2021-09-30 08:27:38 main:581] : INFO : Epoch 1996 | loss: 0.0311371 | val_loss: 0.0311505 | Time: 1685.96 ms [2021-09-30 08:27:40 main:581] : INFO : Epoch 1997 | loss: 0.0311384 | val_loss: 0.0311543 | Time: 1713.6 ms [2021-09-30 08:27:42 main:581] : INFO : Epoch 1998 | loss: 0.0311399 | val_loss: 0.0311525 | Time: 1654.11 ms [2021-09-30 08:27:43 main:581] : INFO : Epoch 1999 | loss: 0.0311364 | val_loss: 0.0311516 | Time: 1702.24 ms [2021-09-30 08:27:45 main:581] : INFO : Epoch 2000 | loss: 0.0311416 | val_loss: 0.0311529 | Time: 1728.28 ms [2021-09-30 08:27:47 main:581] : INFO : Epoch 2001 | loss: 0.0311411 | val_loss: 0.0311511 | Time: 1705.02 ms [2021-09-30 08:27:49 main:581] : INFO : Epoch 2002 | loss: 0.0311384 | val_loss: 0.0311512 | Time: 1678.42 ms [2021-09-30 08:27:50 main:581] : INFO : Epoch 2003 | loss: 0.0311392 | val_loss: 0.0311526 | Time: 1675.12 ms [2021-09-30 08:27:52 main:581] : INFO : Epoch 2004 | loss: 0.0311376 | val_loss: 0.0311526 | Time: 1704.92 ms [2021-09-30 08:27:54 main:581] : INFO : Epoch 2005 | loss: 0.0311385 | val_loss: 0.0311487 | Time: 1666.98 ms [2021-09-30 08:27:55 main:581] : INFO : Epoch 2006 | loss: 0.0311378 | val_loss: 0.03115 | Time: 1687.06 ms [2021-09-30 08:27:57 main:581] : INFO : Epoch 2007 | loss: 0.0311379 | val_loss: 0.0311491 | Time: 1702.61 ms [2021-09-30 08:27:59 main:581] : INFO : Epoch 2008 | loss: 0.0311378 | val_loss: 0.03115 | Time: 1654.16 ms [2021-09-30 08:28:00 main:581] : INFO : Epoch 2009 | loss: 0.0311407 | val_loss: 0.0311507 | Time: 1669.7 ms [2021-09-30 08:28:02 main:581] : INFO : Epoch 2010 | loss: 0.0311492 | val_loss: 0.0311504 | Time: 1658.49 ms [2021-09-30 08:28:04 main:581] : INFO : Epoch 2011 | loss: 0.031142 | val_loss: 0.0311499 | Time: 1685.6 ms [2021-09-30 08:28:05 main:581] : INFO : Epoch 2012 | loss: 0.0311384 | val_loss: 0.0311499 | Time: 1674.06 ms [2021-09-30 08:28:07 main:581] : INFO : Epoch 2013 | loss: 0.0311366 | val_loss: 0.0311503 | Time: 1665.12 ms [2021-09-30 08:28:09 main:581] : INFO : Epoch 2014 | loss: 0.0311407 | val_loss: 0.0311504 | Time: 1704.57 ms [2021-09-30 08:28:10 main:581] : INFO : Epoch 2015 | loss: 0.0311417 | val_loss: 0.0311488 | Time: 1665.2 ms [2021-09-30 08:28:12 main:581] : INFO : Epoch 2016 | loss: 0.0311415 | val_loss: 0.0311536 | Time: 1692.07 ms [2021-09-30 08:28:14 main:581] : INFO : Epoch 2017 | loss: 0.0311429 | val_loss: 0.0311521 | Time: 1677.01 ms [2021-09-30 08:28:15 main:581] : INFO : Epoch 2018 | loss: 0.0311424 | val_loss: 0.0311542 | Time: 1728.3 ms [2021-09-30 08:28:17 main:581] : INFO : Epoch 2019 | loss: 0.0311411 | val_loss: 0.0311495 | Time: 1681.65 ms [2021-09-30 08:28:19 main:581] : INFO : Epoch 2020 | loss: 0.0311384 | val_loss: 0.0311499 | Time: 1686.62 ms [2021-09-30 08:28:20 main:581] : INFO : Epoch 2021 | loss: 0.0311385 | val_loss: 0.0311488 | Time: 1654.93 ms [2021-09-30 08:28:22 main:581] : INFO : Epoch 2022 | loss: 0.0311355 | val_loss: 0.0311489 | Time: 1698.34 ms [2021-09-30 08:28:24 main:581] : INFO : Epoch 2023 | loss: 0.0311386 | val_loss: 0.0311518 | Time: 1705.06 ms [2021-09-30 08:28:26 main:581] : INFO : Epoch 2024 | loss: 0.0311393 | val_loss: 0.0311557 | Time: 1676.46 ms [2021-09-30 08:28:27 main:581] : INFO : Epoch 2025 | loss: 0.0311379 | val_loss: 0.0311469 | Time: 1685.08 ms [2021-09-30 08:28:29 main:581] : INFO : Epoch 2026 | loss: 0.031136 | val_loss: 0.03115 | Time: 1690.83 ms [2021-09-30 08:28:31 main:581] : INFO : Epoch 2027 | loss: 0.0311345 | val_loss: 0.0311552 | Time: 1667.13 ms [2021-09-30 08:28:32 main:581] : INFO : Epoch 2028 | loss: 0.0311388 | val_loss: 0.0311491 | Time: 1668.96 ms [2021-09-30 08:28:34 main:581] : INFO : Epoch 2029 | loss: 0.031134 | val_loss: 0.0311513 | Time: 1668.22 ms [2021-09-30 08:28:36 main:581] : INFO : Epoch 2030 | loss: 0.0311376 | val_loss: 0.0311485 | Time: 1701.15 ms [2021-09-30 08:28:37 main:581] : INFO : Epoch 2031 | loss: 0.0311352 | val_loss: 0.0311503 | Time: 1681.21 ms [2021-09-30 08:28:39 main:581] : INFO : Epoch 2032 | loss: 0.0311327 | val_loss: 0.0311559 | Time: 1684.68 ms [2021-09-30 08:28:41 main:581] : INFO : Epoch 2033 | loss: 0.0311346 | val_loss: 0.0311498 | Time: 1682.2 ms [2021-09-30 08:28:42 main:581] : INFO : Epoch 2034 | loss: 0.0311328 | val_loss: 0.0311489 | Time: 1680.19 ms [2021-09-30 08:28:44 main:581] : INFO : Epoch 2035 | loss: 0.0311325 | val_loss: 0.0311477 | Time: 1661.21 ms [2021-09-30 08:28:46 main:581] : INFO : Epoch 2036 | loss: 0.0311308 | val_loss: 0.0311492 | Time: 1672.25 ms [2021-09-30 08:28:47 main:581] : INFO : Epoch 2037 | loss: 0.0311326 | val_loss: 0.0311474 | Time: 1664.52 ms [2021-09-30 08:28:49 main:581] : INFO : Epoch 2038 | loss: 0.0311368 | val_loss: 0.0311598 | Time: 1691.96 ms [2021-09-30 08:28:51 main:581] : INFO : Epoch 2039 | loss: 0.0311366 | val_loss: 0.0311556 | Time: 1684.38 ms [2021-09-30 08:28:52 main:581] : INFO : Epoch 2040 | loss: 0.0311393 | val_loss: 0.0311565 | Time: 1677.84 ms [2021-09-30 08:28:54 main:581] : INFO : Epoch 2041 | loss: 0.0311346 | val_loss: 0.0311575 | Time: 1674.94 ms [2021-09-30 08:28:56 main:581] : INFO : Epoch 2042 | loss: 0.0311335 | val_loss: 0.031154 | Time: 1679.47 ms [2021-09-30 08:28:57 main:581] : INFO : Epoch 2043 | loss: 0.031133 | val_loss: 0.0311677 | Time: 1678.71 ms [2021-09-30 08:28:59 main:581] : INFO : Epoch 2044 | loss: 0.0311361 | val_loss: 0.0311555 | Time: 1691.63 ms [2021-09-30 08:29:01 main:581] : INFO : Epoch 2045 | loss: 0.0311319 | val_loss: 0.0311576 | Time: 1666.44 ms [2021-09-30 08:29:02 main:581] : INFO : Epoch 2046 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 1660.61 ms [2021-09-30 08:29:04 main:581] : INFO : Epoch 2047 | loss: 0.0311321 | val_loss: 0.031152 | Time: 1675.3 ms [2021-09-30 08:29:06 main:581] : INFO : Epoch 2048 | loss: 0.0311316 | val_loss: 0.0311484 | Time: 1677.36 ms [2021-09-30 08:29:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311484 [2021-09-30 08:29:06 main:610] : INFO : Saving end state to config to file [2021-09-30 08:29:06 main:615] : INFO : Success, exiting.. 08:29:06 (1498729): 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)