Task 7591491
| Name | ParityModified-1631735466-11358-1_0 |
| Workunit | 5247730 |
| Created | 25 Sep 2021, 20:28:20 UTC |
| Sent | 29 Sep 2021, 12:20:34 UTC |
| Report deadline | 6 Oct 2021, 12:20:34 UTC |
| Received | 30 Sep 2021, 1:53:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 13 sec |
| CPU time | 58 min 8 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> main:581] : INFO : Epoch 1538 | loss: 0.0311389 | val_loss: 0.0311644 | Time: 1710.73 ms [2021-09-29 20:38:52 main:581] : INFO : Epoch 1539 | loss: 0.0311386 | val_loss: 0.031172 | Time: 1660.41 ms [2021-09-29 20:38:54 main:581] : INFO : Epoch 1540 | loss: 0.0311388 | val_loss: 0.0311725 | Time: 1682.69 ms [2021-09-29 20:38:55 main:581] : INFO : Epoch 1541 | loss: 0.0311405 | val_loss: 0.0311686 | Time: 1731.41 ms [2021-09-29 20:38:57 main:581] : INFO : Epoch 1542 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 1696.61 ms [2021-09-29 20:38:59 main:581] : INFO : Epoch 1543 | loss: 0.0311416 | val_loss: 0.0311682 | Time: 1675.86 ms [2021-09-29 20:39:00 main:581] : INFO : Epoch 1544 | loss: 0.031141 | val_loss: 0.0311684 | Time: 1702.09 ms [2021-09-29 20:39:02 main:581] : INFO : Epoch 1545 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 1694.08 ms [2021-09-29 20:39:04 main:581] : INFO : Epoch 1546 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 1686.55 ms [2021-09-29 20:39:05 main:581] : INFO : Epoch 1547 | loss: 0.0311405 | val_loss: 0.0311668 | Time: 1708.28 ms [2021-09-29 20:39:07 main:581] : INFO : Epoch 1548 | loss: 0.0311418 | val_loss: 0.031164 | Time: 1687.68 ms [2021-09-29 20:39:09 main:581] : INFO : Epoch 1549 | loss: 0.0311392 | val_loss: 0.031168 | Time: 1698.73 ms [2021-09-29 20:39:11 main:581] : INFO : Epoch 1550 | loss: 0.0311382 | val_loss: 0.0311677 | Time: 1684.66 ms [2021-09-29 20:39:12 main:581] : INFO : Epoch 1551 | loss: 0.0311367 | val_loss: 0.0311651 | Time: 1694.87 ms [2021-09-29 20:39:14 main:581] : INFO : Epoch 1552 | loss: 0.0311389 | val_loss: 0.031165 | Time: 1701.08 ms [2021-09-29 20:39:16 main:581] : INFO : Epoch 1553 | loss: 0.0311367 | val_loss: 0.0311676 | Time: 1686.69 ms [2021-09-29 20:39:17 main:581] : INFO : Epoch 1554 | loss: 0.0311346 | val_loss: 0.0311651 | Time: 1704.35 ms [2021-09-29 20:39:19 main:581] : INFO : Epoch 1555 | loss: 0.0311389 | val_loss: 0.0311645 | Time: 1710.92 ms [2021-09-29 20:39:21 main:581] : INFO : Epoch 1556 | loss: 0.0311384 | val_loss: 0.0311708 | Time: 1670.24 ms [2021-09-29 20:39:22 main:581] : INFO : Epoch 1557 | loss: 0.0311372 | val_loss: 0.031166 | Time: 1701.98 ms [2021-09-29 20:39:24 main:581] : INFO : Epoch 1558 | loss: 0.0311348 | val_loss: 0.0311661 | Time: 1703.86 ms [2021-09-29 20:39:26 main:581] : INFO : Epoch 1559 | loss: 0.0311362 | val_loss: 0.0311648 | Time: 1678.29 ms [2021-09-29 20:39:27 main:581] : INFO : Epoch 1560 | loss: 0.031138 | val_loss: 0.0311679 | Time: 1663.87 ms [2021-09-29 20:39:29 main:581] : INFO : Epoch 1561 | loss: 0.0311406 | val_loss: 0.0311701 | Time: 1678.48 ms [2021-09-29 20:39:31 main:581] : INFO : Epoch 1562 | loss: 0.0311379 | val_loss: 0.0311661 | Time: 1708.27 ms [2021-09-29 20:39:33 main:581] : INFO : Epoch 1563 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 1686.26 ms [2021-09-29 20:39:34 main:581] : INFO : Epoch 1564 | loss: 0.0311367 | val_loss: 0.0311669 | Time: 1685.71 ms [2021-09-29 20:39:36 main:581] : INFO : Epoch 1565 | loss: 0.0311355 | val_loss: 0.031164 | Time: 1691.95 ms [2021-09-29 20:39:38 main:581] : INFO : Epoch 1566 | loss: 0.0311335 | val_loss: 0.0311654 | Time: 1688.06 ms [2021-09-29 20:39:39 main:581] : INFO : Epoch 1567 | loss: 0.0311337 | val_loss: 0.0311642 | Time: 1695.56 ms [2021-09-29 20:39:41 main:581] : INFO : Epoch 1568 | loss: 0.0311359 | val_loss: 0.0311748 | Time: 1713.42 ms [2021-09-29 20:39:43 main:581] : INFO : Epoch 1569 | loss: 0.0311377 | val_loss: 0.0311634 | Time: 1686.31 ms [2021-09-29 20:39:44 main:581] : INFO : Epoch 1570 | loss: 0.031134 | val_loss: 0.0311684 | Time: 1717.89 ms [2021-09-29 20:39:46 main:581] : INFO : Epoch 1571 | loss: 0.0311347 | val_loss: 0.0311705 | Time: 1679.9 ms [2021-09-29 20:39:48 main:581] : INFO : Epoch 1572 | loss: 0.0311378 | val_loss: 0.0311731 | Time: 1710.4 ms [2021-09-29 20:39:49 main:581] : INFO : Epoch 1573 | loss: 0.0311391 | val_loss: 0.0311702 | Time: 1712.14 ms [2021-09-29 20:39:51 main:581] : INFO : Epoch 1574 | loss: 0.0311367 | val_loss: 0.0311678 | Time: 1673.52 ms [2021-09-29 20:39:53 main:581] : INFO : Epoch 1575 | loss: 0.0311377 | val_loss: 0.031174 | Time: 1692.25 ms [2021-09-29 20:39:55 main:581] : INFO : Epoch 1576 | loss: 0.0311372 | val_loss: 0.031172 | Time: 1696.71 ms [2021-09-29 20:39:56 main:581] : INFO : Epoch 1577 | loss: 0.0311387 | val_loss: 0.0311703 | Time: 1715.8 ms [2021-09-29 20:39:58 main:581] : INFO : Epoch 1578 | loss: 0.0311404 | val_loss: 0.0311685 | Time: 1686.49 ms [2021-09-29 20:40:00 main:581] : INFO : Epoch 1579 | loss: 0.0311411 | val_loss: 0.0311683 | Time: 1689.68 ms [2021-09-29 20:40:01 main:581] : INFO : Epoch 1580 | loss: 0.0311426 | val_loss: 0.0311689 | Time: 1668.47 ms [2021-09-29 20:40:03 main:581] : INFO : Epoch 1581 | loss: 0.0311392 | val_loss: 0.0311659 | Time: 1685.37 ms [2021-09-29 20:40:05 main:581] : INFO : Epoch 1582 | loss: 0.0311378 | val_loss: 0.0311761 | Time: 1692.34 ms [2021-09-29 20:40:06 main:581] : INFO : Epoch 1583 | loss: 0.0311402 | val_loss: 0.0311702 | Time: 1662.71 ms [2021-09-29 20:40:08 main:581] : INFO : Epoch 1584 | loss: 0.0311372 | val_loss: 0.0311728 | Time: 1703.74 ms [2021-09-29 20:40:10 main:581] : INFO : Epoch 1585 | loss: 0.0311369 | val_loss: 0.0311709 | Time: 1682.24 ms [2021-09-29 20:40:11 main:581] : INFO : Epoch 1586 | loss: 0.0311358 | val_loss: 0.0311684 | Time: 1710.05 ms [2021-09-29 20:40:13 main:581] : INFO : Epoch 1587 | loss: 0.0311386 | val_loss: 0.0311716 | Time: 1724.55 ms [2021-09-29 20:40:15 main:581] : INFO : Epoch 1588 | loss: 0.031142 | val_loss: 0.0311651 | Time: 1683.46 ms [2021-09-29 20:40:17 main:581] : INFO : Epoch 1589 | loss: 0.0311413 | val_loss: 0.0311731 | Time: 1720.68 ms [2021-09-29 20:40:18 main:581] : INFO : Epoch 1590 | loss: 0.0311417 | val_loss: 0.0311679 | Time: 1674.15 ms [2021-09-29 20:40:20 main:581] : INFO : Epoch 1591 | loss: 0.0311405 | val_loss: 0.0311719 | Time: 1686.45 ms [2021-09-29 20:40:22 main:581] : INFO : Epoch 1592 | loss: 0.031141 | val_loss: 0.0311686 | Time: 1715.18 ms [2021-09-29 20:40:23 main:581] : INFO : Epoch 1593 | loss: 0.0311433 | val_loss: 0.0311689 | Time: 1692.88 ms [2021-09-29 20:40:25 main:581] : INFO : Epoch 1594 | loss: 0.0311415 | val_loss: 0.031165 | Time: 1683.79 ms [2021-09-29 20:40:27 main:581] : INFO : Epoch 1595 | loss: 0.0311382 | val_loss: 0.0311672 | Time: 1659.18 ms [2021-09-29 20:40:28 main:581] : INFO : Epoch 1596 | loss: 0.031137 | val_loss: 0.0311719 | Time: 1703.2 ms [2021-09-29 20:40:30 main:581] : INFO : Epoch 1597 | loss: 0.0311374 | val_loss: 0.0311626 | Time: 1660.28 ms [2021-09-29 20:40:32 main:581] : INFO : Epoch 1598 | loss: 0.0311411 | val_loss: 0.0311686 | Time: 1695.74 ms [2021-09-29 20:40:33 main:581] : INFO : Epoch 1599 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 1686.03 ms [2021-09-29 20:40:35 main:581] : INFO : Epoch 1600 | loss: 0.0311403 | val_loss: 0.0311693 | Time: 1711.35 ms [2021-09-29 20:40:37 main:581] : INFO : Epoch 1601 | loss: 0.0311384 | val_loss: 0.0311666 | Time: 1702.47 ms [2021-09-29 20:40:39 main:581] : INFO : Epoch 1602 | loss: 0.0311344 | val_loss: 0.0311698 | Time: 1695.21 ms [2021-09-29 20:40:40 main:581] : INFO : Epoch 1603 | loss: 0.0311407 | val_loss: 0.0311767 | Time: 1704.2 ms [2021-09-29 20:40:42 main:581] : INFO : Epoch 1604 | loss: 0.0311361 | val_loss: 0.0311652 | Time: 1696.89 ms [2021-09-29 20:40:44 main:581] : INFO : Epoch 1605 | loss: 0.0311325 | val_loss: 0.031164 | Time: 1698.98 ms [2021-09-29 20:40:45 main:581] : INFO : Epoch 1606 | loss: 0.031132 | val_loss: 0.0311672 | Time: 1692.92 ms [2021-09-29 20:40:47 main:581] : INFO : Epoch 1607 | loss: 0.0311333 | val_loss: 0.0311716 | Time: 1694.42 ms [2021-09-29 20:40:49 main:581] : INFO : Epoch 1608 | loss: 0.0311362 | val_loss: 0.031172 | Time: 1677.37 ms [2021-09-29 20:40:50 main:581] : INFO : Epoch 1609 | loss: 0.031137 | val_loss: 0.031165 | Time: 1700.54 ms [2021-09-29 20:40:52 main:581] : INFO : Epoch 1610 | loss: 0.0311371 | val_loss: 0.0311638 | Time: 1707.47 ms [2021-09-29 20:40:54 main:581] : INFO : Epoch 1611 | loss: 0.0311375 | val_loss: 0.031167 | Time: 1677.8 ms [2021-09-29 20:40:56 main:581] : INFO : Epoch 1612 | loss: 0.0311364 | val_loss: 0.0311692 | Time: 1730.41 ms [2021-09-29 20:40:57 main:581] : INFO : Epoch 1613 | loss: 0.0311337 | val_loss: 0.0311732 | Time: 1697.62 ms [2021-09-29 20:40:59 main:581] : INFO : Epoch 1614 | loss: 0.0311357 | val_loss: 0.0311725 | Time: 1717.06 ms [2021-09-29 20:41:01 main:581] : INFO : Epoch 1615 | loss: 0.0311372 | val_loss: 0.0311704 | Time: 1680.83 ms [2021-09-29 20:41:02 main:581] : INFO : Epoch 1616 | loss: 0.0311411 | val_loss: 0.0311666 | Time: 1631.86 ms [2021-09-29 20:41:04 main:581] : INFO : Epoch 1617 | loss: 0.031138 | val_loss: 0.0311716 | Time: 1666.7 ms [2021-09-29 20:41:06 main:581] : INFO : Epoch 1618 | loss: 0.0311391 | val_loss: 0.0311684 | Time: 1696.91 ms [2021-09-29 20:41:07 main:581] : INFO : Epoch 1619 | loss: 0.0311356 | val_loss: 0.0311641 | Time: 1682.23 ms [2021-09-29 20:41:09 main:581] : INFO : Epoch 1620 | loss: 0.0311361 | val_loss: 0.0311667 | Time: 1710.06 ms [2021-09-29 20:41:11 main:581] : INFO : Epoch 1621 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 1695.76 ms [2021-09-29 20:41:12 main:581] : INFO : Epoch 1622 | loss: 0.0311407 | val_loss: 0.0311797 | Time: 1707.28 ms [2021-09-29 20:41:14 main:581] : INFO : Epoch 1623 | loss: 0.0311438 | val_loss: 0.0311694 | Time: 1697.22 ms [2021-09-29 20:41:16 main:581] : INFO : Epoch 1624 | loss: 0.0311344 | val_loss: 0.0311644 | Time: 1715.52 ms [2021-09-29 20:41:18 main:581] : INFO : Epoch 1625 | loss: 0.0311327 | val_loss: 0.0311626 | Time: 1708.53 ms [2021-09-29 20:41:19 main:581] : INFO : Epoch 1626 | loss: 0.0311343 | val_loss: 0.0311697 | Time: 1688.9 ms [2021-09-29 20:41:21 main:581] : INFO : Epoch 1627 | loss: 0.0311406 | val_loss: 0.0311757 | Time: 1716.39 ms [2021-09-29 20:41:23 main:581] : INFO : Epoch 1628 | loss: 0.0311384 | val_loss: 0.0311696 | Time: 1693.68 ms [2021-09-29 20:41:24 main:581] : INFO : Epoch 1629 | loss: 0.0311391 | val_loss: 0.0311646 | Time: 1695.88 ms [2021-09-29 20:41:26 main:581] : INFO : Epoch 1630 | loss: 0.0311359 | val_loss: 0.0311689 | Time: 1710.41 ms [2021-09-29 20:41:28 main:581] : INFO : Epoch 1631 | loss: 0.031136 | val_loss: 0.0311687 | Time: 1710.95 ms [2021-09-29 20:41:29 main:581] : INFO : Epoch 1632 | loss: 0.0311393 | val_loss: 0.0311705 | Time: 1709.42 ms [2021-09-29 20:41:31 main:581] : INFO : Epoch 1633 | loss: 0.0311424 | val_loss: 0.0311642 | Time: 1690.68 ms [2021-09-29 20:41:33 main:581] : INFO : Epoch 1634 | loss: 0.0311351 | val_loss: 0.0311645 | Time: 1699.7 ms [2021-09-29 20:41:35 main:581] : INFO : Epoch 1635 | loss: 0.0311374 | val_loss: 0.0311661 | Time: 1672.32 ms [2021-09-29 20:41:36 main:581] : INFO : Epoch 1636 | loss: 0.0311374 | val_loss: 0.0311695 | Time: 1703.12 ms [2021-09-29 20:41:38 main:581] : INFO : Epoch 1637 | loss: 0.0311365 | val_loss: 0.0311681 | Time: 1704.14 ms [2021-09-29 20:41:40 main:581] : INFO : Epoch 1638 | loss: 0.0311368 | val_loss: 0.0311723 | Time: 1694.06 ms [2021-09-29 20:41:41 main:581] : INFO : Epoch 1639 | loss: 0.0311372 | val_loss: 0.0311658 | Time: 1685.9 ms [2021-09-29 20:41:43 main:581] : INFO : Epoch 1640 | loss: 0.0311357 | val_loss: 0.0311707 | Time: 1692.48 ms [2021-09-29 20:41:45 main:581] : INFO : Epoch 1641 | loss: 0.0311338 | val_loss: 0.0311721 | Time: 1686.88 ms [2021-09-29 20:41:46 main:581] : INFO : Epoch 1642 | loss: 0.0311351 | val_loss: 0.0311694 | Time: 1656.34 ms [2021-09-29 20:41:48 main:581] : INFO : Epoch 1643 | loss: 0.0311394 | val_loss: 0.0311702 | Time: 1708.54 ms [2021-09-29 20:41:50 main:581] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.031167 | Time: 1698.87 ms [2021-09-29 20:41:52 main:581] : INFO : Epoch 1645 | loss: 0.0311417 | val_loss: 0.0311683 | Time: 1704.35 ms [2021-09-29 20:41:53 main:581] : INFO : Epoch 1646 | loss: 0.0311382 | val_loss: 0.0311682 | Time: 1681.31 ms [2021-09-29 20:41:55 main:581] : INFO : Epoch 1647 | loss: 0.0311369 | val_loss: 0.0311652 | Time: 1697.78 ms [2021-09-29 20:41:57 main:581] : INFO : Epoch 1648 | loss: 0.0311369 | val_loss: 0.031171 | Time: 1684.7 ms [2021-09-29 20:41:58 main:581] : INFO : Epoch 1649 | loss: 0.0311344 | val_loss: 0.0311676 | Time: 1696.13 ms [2021-09-29 20:42:00 main:581] : INFO : Epoch 1650 | loss: 0.031137 | val_loss: 0.0311729 | Time: 1694.72 ms [2021-09-29 20:42:02 main:581] : INFO : Epoch 1651 | loss: 0.0311359 | val_loss: 0.0311786 | Time: 1725.48 ms [2021-09-29 20:42:03 main:581] : INFO : Epoch 1652 | loss: 0.0311388 | val_loss: 0.0311678 | Time: 1702.25 ms [2021-09-29 20:42:05 main:581] : INFO : Epoch 1653 | loss: 0.0311325 | val_loss: 0.0311709 | Time: 1674.06 ms [2021-09-29 20:42:07 main:581] : INFO : Epoch 1654 | loss: 0.0311334 | val_loss: 0.0311718 | Time: 1665.66 ms [2021-09-29 20:42:08 main:581] : INFO : Epoch 1655 | loss: 0.0311391 | val_loss: 0.031172 | Time: 1667.4 ms [2021-09-29 20:42:10 main:581] : INFO : Epoch 1656 | loss: 0.0311458 | val_loss: 0.0311789 | Time: 1692.59 ms [2021-09-29 20:42:12 main:581] : INFO : Epoch 1657 | loss: 0.0311423 | val_loss: 0.0311714 | Time: 1701.66 ms [2021-09-29 20:42:13 main:581] : INFO : Epoch 1658 | loss: 0.031139 | val_loss: 0.0311761 | Time: 1686.15 ms [2021-09-29 20:42:15 main:581] : INFO : Epoch 1659 | loss: 0.0311371 | val_loss: 0.0311741 | Time: 1691.87 ms [2021-09-29 20:42:17 main:581] : INFO : Epoch 1660 | loss: 0.0311606 | val_loss: 0.0311741 | Time: 1702.4 ms [2021-09-29 20:42:19 main:581] : INFO : Epoch 1661 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 1667.9 ms [2021-09-29 20:42:20 main:581] : INFO : Epoch 1662 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 1725.56 ms [2021-09-29 20:42:22 main:581] : INFO : Epoch 1663 | loss: 0.0311556 | val_loss: 0.0311685 | Time: 1690.13 ms [2021-09-29 20:42:24 main:581] : INFO : Epoch 1664 | loss: 0.0311535 | val_loss: 0.0311634 | Time: 1685.13 ms [2021-09-29 20:42:25 main:581] : INFO : Epoch 1665 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1698.81 ms [2021-09-29 20:42:27 main:581] : INFO : Epoch 1666 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 1707.52 ms [2021-09-29 20:42:29 main:581] : INFO : Epoch 1667 | loss: 0.0311479 | val_loss: 0.0311671 | Time: 1703.46 ms [2021-09-29 20:42:30 main:581] : INFO : Epoch 1668 | loss: 0.0311462 | val_loss: 0.0311719 | Time: 1725.88 ms [2021-09-29 20:42:32 main:581] : INFO : Epoch 1669 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 1679.5 ms [2021-09-29 20:42:34 main:581] : INFO : Epoch 1670 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1703.62 ms [2021-09-29 20:42:36 main:581] : INFO : Epoch 1671 | loss: 0.0311499 | val_loss: 0.031168 | Time: 1726.72 ms [2021-09-29 20:42:37 main:581] : INFO : Epoch 1672 | loss: 0.0311497 | val_loss: 0.0311712 | Time: 1714.03 ms [2021-09-29 20:42:39 main:581] : INFO : Epoch 1673 | loss: 0.0311501 | val_loss: 0.031165 | Time: 1721 ms [2021-09-29 20:42:41 main:581] : INFO : Epoch 1674 | loss: 0.031146 | val_loss: 0.0311611 | Time: 1699.63 ms [2021-09-29 20:42:42 main:581] : INFO : Epoch 1675 | loss: 0.0311445 | val_loss: 0.0311638 | Time: 1662.1 ms [2021-09-29 20:42:44 main:581] : INFO : Epoch 1676 | loss: 0.0311453 | val_loss: 0.0311707 | Time: 1679.1 ms [2021-09-29 20:42:46 main:581] : INFO : Epoch 1677 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 1718.87 ms [2021-09-29 20:42:47 main:581] : INFO : Epoch 1678 | loss: 0.0311449 | val_loss: 0.0311747 | Time: 1697.12 ms [2021-09-29 20:42:49 main:581] : INFO : Epoch 1679 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 1670.58 ms [2021-09-29 20:42:51 main:581] : INFO : Epoch 1680 | loss: 0.0311647 | val_loss: 0.0312198 | Time: 1696.58 ms [2021-09-29 20:42:53 main:581] : INFO : Epoch 1681 | loss: 0.0324409 | val_loss: 0.0352084 | Time: 1724.73 ms [2021-09-29 20:42:54 main:581] : INFO : Epoch 1682 | loss: 0.0321885 | val_loss: 0.0315785 | Time: 1708.71 ms [2021-09-29 20:42:56 main:581] : INFO : Epoch 1683 | loss: 0.0313189 | val_loss: 0.0312149 | Time: 1700.59 ms [2021-09-29 20:42:58 main:581] : INFO : Epoch 1684 | loss: 0.0311903 | val_loss: 0.0311741 | Time: 1707.56 ms [2021-09-29 20:42:59 main:581] : INFO : Epoch 1685 | loss: 0.0311596 | val_loss: 0.0311635 | Time: 1694.31 ms [2021-09-29 20:43:01 main:581] : INFO : Epoch 1686 | loss: 0.0311518 | val_loss: 0.0311642 | Time: 1722.83 ms [2021-09-29 20:43:03 main:581] : INFO : Epoch 1687 | loss: 0.0311503 | val_loss: 0.0311664 | Time: 1711.77 ms [2021-09-29 20:43:05 main:581] : INFO : Epoch 1688 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 1691.49 ms [2021-09-29 20:43:06 main:581] : INFO : Epoch 1689 | loss: 0.0311494 | val_loss: 0.0311635 | Time: 1717.17 ms [2021-09-29 20:43:08 main:581] : INFO : Epoch 1690 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 1691.77 ms [2021-09-29 20:43:10 main:581] : INFO : Epoch 1691 | loss: 0.0311422 | val_loss: 0.031165 | Time: 1711.14 ms [2021-09-29 20:43:11 main:581] : INFO : Epoch 1692 | loss: 0.0311404 | val_loss: 0.0311664 | Time: 1686.84 ms [2021-09-29 20:43:13 main:581] : INFO : Epoch 1693 | loss: 0.0311379 | val_loss: 0.0311685 | Time: 1696.72 ms [2021-09-29 20:43:15 main:581] : INFO : Epoch 1694 | loss: 0.0311375 | val_loss: 0.0311627 | Time: 1676.36 ms [2021-09-29 20:43:16 main:581] : INFO : Epoch 1695 | loss: 0.0311382 | val_loss: 0.0311638 | Time: 1709.15 ms [2021-09-29 20:43:18 main:581] : INFO : Epoch 1696 | loss: 0.0311372 | val_loss: 0.0311697 | Time: 1708.35 ms [2021-09-29 20:43:20 main:581] : INFO : Epoch 1697 | loss: 0.0311385 | val_loss: 0.0311661 | Time: 1705.3 ms [2021-09-29 20:43:22 main:581] : INFO : Epoch 1698 | loss: 0.0311402 | val_loss: 0.0311741 | Time: 1691.89 ms [2021-09-29 20:43:23 main:581] : INFO : Epoch 1699 | loss: 0.0311396 | val_loss: 0.0311716 | Time: 1717.65 ms [2021-09-29 20:43:25 main:581] : INFO : Epoch 1700 | loss: 0.0311388 | val_loss: 0.0311672 | Time: 1712.66 ms [2021-09-29 20:43:27 main:581] : INFO : Epoch 1701 | loss: 0.0311432 | val_loss: 0.0311712 | Time: 1675.76 ms [2021-09-29 20:43:28 main:581] : INFO : Epoch 1702 | loss: 0.0311455 | val_loss: 0.0311678 | Time: 1681.08 ms [2021-09-29 20:43:30 main:581] : INFO : Epoch 1703 | loss: 0.0311403 | val_loss: 0.0311677 | Time: 1693.24 ms [2021-09-29 20:43:32 main:581] : INFO : Epoch 1704 | loss: 0.0311393 | val_loss: 0.03117 | Time: 1689.15 ms [2021-09-29 20:43:33 main:581] : INFO : Epoch 1705 | loss: 0.0311375 | val_loss: 0.0311694 | Time: 1698.44 ms [2021-09-29 20:43:35 main:581] : INFO : Epoch 1706 | loss: 0.0311365 | val_loss: 0.0311706 | Time: 1702.2 ms [2021-09-29 20:43:37 main:581] : INFO : Epoch 1707 | loss: 0.0311368 | val_loss: 0.0311755 | Time: 1696.08 ms [2021-09-29 20:43:38 main:581] : INFO : Epoch 1708 | loss: 0.031136 | val_loss: 0.0311694 | Time: 1699.65 ms [2021-09-29 20:43:40 main:581] : INFO : Epoch 1709 | loss: 0.0311361 | val_loss: 0.0311701 | Time: 1673.55 ms [2021-09-29 20:43:42 main:581] : INFO : Epoch 1710 | loss: 0.0311361 | val_loss: 0.0311687 | Time: 1708.11 ms [2021-09-29 20:43:44 main:581] : INFO : Epoch 1711 | loss: 0.0311349 | val_loss: 0.0311718 | Time: 1688.52 ms [2021-09-29 20:43:45 main:581] : INFO : Epoch 1712 | loss: 0.0311358 | val_loss: 0.03117 | Time: 1698.19 ms [2021-09-29 20:43:47 main:581] : INFO : Epoch 1713 | loss: 0.0311358 | val_loss: 0.0311677 | Time: 1697.33 ms [2021-09-29 20:43:49 main:581] : INFO : Epoch 1714 | loss: 0.0311376 | val_loss: 0.0311716 | Time: 1718.37 ms [2021-09-29 20:43:50 main:581] : INFO : Epoch 1715 | loss: 0.0311376 | val_loss: 0.0311679 | Time: 1685.77 ms [2021-09-29 20:43:52 main:581] : INFO : Epoch 1716 | loss: 0.0311354 | val_loss: 0.0311702 | Time: 1711.42 ms [2021-09-29 20:43:54 main:581] : INFO : Epoch 1717 | loss: 0.0311342 | val_loss: 0.0311697 | Time: 1724.45 ms [2021-09-29 20:43:55 main:581] : INFO : Epoch 1718 | loss: 0.0311405 | val_loss: 0.0311694 | Time: 1686.5 ms [2021-09-29 20:43:57 main:581] : INFO : Epoch 1719 | loss: 0.0311478 | val_loss: 0.0311612 | Time: 1685.63 ms [2021-09-29 20:43:59 main:581] : INFO : Epoch 1720 | loss: 0.031143 | val_loss: 0.0311654 | Time: 1724.3 ms [2021-09-29 20:44:01 main:581] : INFO : Epoch 1721 | loss: 0.0311414 | val_loss: 0.0311685 | Time: 1703.84 ms [2021-09-29 20:44:02 main:581] : INFO : Epoch 1722 | loss: 0.0311414 | val_loss: 0.0311701 | Time: 1687.19 ms [2021-09-29 20:44:04 main:581] : INFO : Epoch 1723 | loss: 0.0311544 | val_loss: 0.0311656 | Time: 1708.92 ms [2021-09-29 20:44:06 main:581] : INFO : Epoch 1724 | loss: 0.0311491 | val_loss: 0.031165 | Time: 1693.61 ms [2021-09-29 20:44:07 main:581] : INFO : Epoch 1725 | loss: 0.0311466 | val_loss: 0.0311691 | Time: 1703.49 ms [2021-09-29 20:44:09 main:581] : INFO : Epoch 1726 | loss: 0.0311465 | val_loss: 0.0311687 | Time: 1684.46 ms [2021-09-29 20:44:11 main:581] : INFO : Epoch 1727 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 1672.48 ms [2021-09-29 20:44:12 main:581] : INFO : Epoch 1728 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 1715.31 ms [2021-09-29 20:44:14 main:581] : INFO : Epoch 1729 | loss: 0.0311433 | val_loss: 0.0311664 | Time: 1699.38 ms [2021-09-29 20:44:16 main:581] : INFO : Epoch 1730 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 1714.03 ms [2021-09-29 20:44:18 main:581] : INFO : Epoch 1731 | loss: 0.0311429 | val_loss: 0.0311606 | Time: 1716.57 ms [2021-09-29 20:44:19 main:581] : INFO : Epoch 1732 | loss: 0.0311425 | val_loss: 0.0311616 | Time: 1700.3 ms [2021-09-29 20:44:21 main:581] : INFO : Epoch 1733 | loss: 0.0311395 | val_loss: 0.0311645 | Time: 1709.97 ms [2021-09-29 20:44:23 main:581] : INFO : Epoch 1734 | loss: 0.0311385 | val_loss: 0.0311698 | Time: 1703.48 ms [2021-09-29 20:44:24 main:581] : INFO : Epoch 1735 | loss: 0.0311378 | val_loss: 0.0311675 | Time: 1708.68 ms [2021-09-29 20:44:26 main:581] : INFO : Epoch 1736 | loss: 0.0311379 | val_loss: 0.0311642 | Time: 1700.64 ms [2021-09-29 20:44:28 main:581] : INFO : Epoch 1737 | loss: 0.0311363 | val_loss: 0.0311668 | Time: 1716.63 ms [2021-09-29 20:44:30 main:581] : INFO : Epoch 1738 | loss: 0.0311353 | val_loss: 0.0311676 | Time: 1678.28 ms [2021-09-29 20:44:31 main:581] : INFO : Epoch 1739 | loss: 0.0311368 | val_loss: 0.0311666 | Time: 1704.87 ms [2021-09-29 20:44:33 main:581] : INFO : Epoch 1740 | loss: 0.0311349 | val_loss: 0.0311671 | Time: 1685.38 ms [2021-09-29 20:44:35 main:581] : INFO : Epoch 1741 | loss: 0.0311339 | val_loss: 0.0311683 | Time: 1706.92 ms [2021-09-29 20:44:36 main:581] : INFO : Epoch 1742 | loss: 0.0311332 | val_loss: 0.0311675 | Time: 1696.58 ms [2021-09-29 20:44:38 main:581] : INFO : Epoch 1743 | loss: 0.0311351 | val_loss: 0.0311713 | Time: 1669.02 ms [2021-09-29 20:44:40 main:581] : INFO : Epoch 1744 | loss: 0.0311359 | val_loss: 0.0311709 | Time: 1675.96 ms [2021-09-29 20:44:41 main:581] : INFO : Epoch 1745 | loss: 0.0311338 | val_loss: 0.0311714 | Time: 1697.94 ms [2021-09-29 20:44:43 main:581] : INFO : Epoch 1746 | loss: 0.0311347 | val_loss: 0.0311732 | Time: 1711.62 ms [2021-09-29 20:44:45 main:581] : INFO : Epoch 1747 | loss: 0.0311362 | val_loss: 0.0311659 | Time: 1728.23 ms [2021-09-29 20:44:47 main:581] : INFO : Epoch 1748 | loss: 0.0311329 | val_loss: 0.0311705 | Time: 1697.94 ms [2021-09-29 20:44:48 main:581] : INFO : Epoch 1749 | loss: 0.0311328 | val_loss: 0.0311622 | Time: 1693.9 ms [2021-09-29 20:44:50 main:581] : INFO : Epoch 1750 | loss: 0.0311347 | val_loss: 0.0311735 | Time: 1669.99 ms [2021-09-29 20:44:52 main:581] : INFO : Epoch 1751 | loss: 0.0311321 | val_loss: 0.0311686 | Time: 1707.98 ms [2021-09-29 20:44:53 main:581] : INFO : Epoch 1752 | loss: 0.0311317 | val_loss: 0.0311684 | Time: 1691.02 ms [2021-09-29 20:44:55 main:581] : INFO : Epoch 1753 | loss: 0.031132 | val_loss: 0.0311664 | Time: 1708.78 ms [2021-09-29 20:44:57 main:581] : INFO : Epoch 1754 | loss: 0.0311338 | val_loss: 0.0311753 | Time: 1696.77 ms [2021-09-29 20:44:58 main:581] : INFO : Epoch 1755 | loss: 0.0311329 | val_loss: 0.0311673 | Time: 1704.82 ms [2021-09-29 20:45:00 main:581] : INFO : Epoch 1756 | loss: 0.0311328 | val_loss: 0.0311692 | Time: 1693.52 ms [2021-09-29 20:45:02 main:581] : INFO : Epoch 1757 | loss: 0.0311334 | val_loss: 0.0311715 | Time: 1700.62 ms [2021-09-29 20:45:03 main:581] : INFO : Epoch 1758 | loss: 0.0311306 | val_loss: 0.0311652 | Time: 1690.56 ms [2021-09-29 20:45:05 main:581] : INFO : Epoch 1759 | loss: 0.0311312 | val_loss: 0.0311678 | Time: 1697.66 ms [2021-09-29 20:45:07 main:581] : INFO : Epoch 1760 | loss: 0.0311336 | val_loss: 0.031169 | Time: 1681.69 ms [2021-09-29 20:45:09 main:581] : INFO : Epoch 1761 | loss: 0.0311321 | val_loss: 0.0311707 | Time: 1682.47 ms [2021-09-29 20:45:10 main:581] : INFO : Epoch 1762 | loss: 0.0311321 | val_loss: 0.0311768 | Time: 1691.64 ms [2021-09-29 20:45:12 main:581] : INFO : Epoch 1763 | loss: 0.0311349 | val_loss: 0.0311743 | Time: 1695.29 ms [2021-09-29 20:45:14 main:581] : INFO : Epoch 1764 | loss: 0.0311391 | val_loss: 0.0311711 | Time: 1711.13 ms [2021-09-29 20:45:15 main:581] : INFO : Epoch 1765 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 1698.21 ms [2021-09-29 20:45:17 main:581] : INFO : Epoch 1766 | loss: 0.0311415 | val_loss: 0.0311634 | Time: 1679.85 ms [2021-09-29 20:45:19 main:581] : INFO : Epoch 1767 | loss: 0.0311371 | val_loss: 0.0311667 | Time: 1671.96 ms [2021-09-29 20:45:20 main:581] : INFO : Epoch 1768 | loss: 0.0311368 | val_loss: 0.0311666 | Time: 1686.85 ms [2021-09-29 20:45:22 main:581] : INFO : Epoch 1769 | loss: 0.0311342 | val_loss: 0.0311714 | Time: 1687.6 ms [2021-09-29 20:45:24 main:581] : INFO : Epoch 1770 | loss: 0.0311371 | val_loss: 0.0311703 | Time: 1718.5 ms [2021-09-29 20:45:25 main:581] : INFO : Epoch 1771 | loss: 0.0311409 | val_loss: 0.0311706 | Time: 1697.97 ms [2021-09-29 20:45:27 main:581] : INFO : Epoch 1772 | loss: 0.0311427 | val_loss: 0.0311699 | Time: 1694.58 ms [2021-09-29 20:45:29 main:581] : INFO : Epoch 1773 | loss: 0.0311378 | val_loss: 0.031167 | Time: 1700.51 ms [2021-09-29 20:45:31 main:581] : INFO : Epoch 1774 | loss: 0.0311362 | val_loss: 0.0311644 | Time: 1696.25 ms [2021-09-29 20:45:32 main:581] : INFO : Epoch 1775 | loss: 0.0311357 | val_loss: 0.0311667 | Time: 1701.53 ms [2021-09-29 20:45:34 main:581] : INFO : Epoch 1776 | loss: 0.0311333 | val_loss: 0.0311696 | Time: 1712.55 ms [2021-09-29 20:45:36 main:581] : INFO : Epoch 1777 | loss: 0.0311331 | val_loss: 0.0311687 | Time: 1703.39 ms [2021-09-29 20:45:37 main:581] : INFO : Epoch 1778 | loss: 0.0311306 | val_loss: 0.0311699 | Time: 1690.98 ms [2021-09-29 20:45:39 main:581] : INFO : Epoch 1779 | loss: 0.0311304 | val_loss: 0.0311667 | Time: 1687.03 ms [2021-09-29 20:45:41 main:581] : INFO : Epoch 1780 | loss: 0.0311305 | val_loss: 0.0311738 | Time: 1665.1 ms [2021-09-29 20:45:42 main:581] : INFO : Epoch 1781 | loss: 0.031129 | val_loss: 0.0311757 | Time: 1678.72 ms [2021-09-29 20:45:44 main:581] : INFO : Epoch 1782 | loss: 0.0311293 | val_loss: 0.0311758 | Time: 1640.52 ms [2021-09-29 20:45:46 main:581] : INFO : Epoch 1783 | loss: 0.0311292 | val_loss: 0.0311682 | Time: 1707.22 ms [2021-09-29 20:45:47 main:581] : INFO : Epoch 1784 | loss: 0.0311278 | val_loss: 0.0311707 | Time: 1681.16 ms [2021-09-29 20:45:49 main:581] : INFO : Epoch 1785 | loss: 0.0311289 | val_loss: 0.0311694 | Time: 1695.67 ms [2021-09-29 20:45:51 main:581] : INFO : Epoch 1786 | loss: 0.0311282 | val_loss: 0.0311669 | Time: 1683.7 ms [2021-09-29 20:45:53 main:581] : INFO : Epoch 1787 | loss: 0.031127 | val_loss: 0.0311705 | Time: 1703.19 ms [2021-09-29 20:45:54 main:581] : INFO : Epoch 1788 | loss: 0.0311264 | val_loss: 0.0311709 | Time: 1685.84 ms [2021-09-29 20:45:56 main:581] : INFO : Epoch 1789 | loss: 0.0311274 | val_loss: 0.0311677 | Time: 1666.17 ms [2021-09-29 20:45:58 main:581] : INFO : Epoch 1790 | loss: 0.0311263 | val_loss: 0.031171 | Time: 1696.83 ms [2021-09-29 20:45:59 main:581] : INFO : Epoch 1791 | loss: 0.031132 | val_loss: 0.0311631 | Time: 1714.28 ms [2021-09-29 20:46:01 main:581] : INFO : Epoch 1792 | loss: 0.0311301 | val_loss: 0.031168 | Time: 1689.02 ms [2021-09-29 20:46:03 main:581] : INFO : Epoch 1793 | loss: 0.0311296 | val_loss: 0.0311688 | Time: 1693.84 ms [2021-09-29 20:46:04 main:581] : INFO : Epoch 1794 | loss: 0.0311292 | val_loss: 0.0311643 | Time: 1697.3 ms [2021-09-29 20:46:06 main:581] : INFO : Epoch 1795 | loss: 0.0311279 | val_loss: 0.0311707 | Time: 1694.3 ms [2021-09-29 20:46:08 main:581] : INFO : Epoch 1796 | loss: 0.0311264 | val_loss: 0.0311666 | Time: 1702.01 ms [2021-09-29 20:46:09 main:581] : INFO : Epoch 1797 | loss: 0.0311271 | val_loss: 0.0311686 | Time: 1689.18 ms [2021-09-29 20:46:11 main:581] : INFO : Epoch 1798 | loss: 0.0311276 | val_loss: 0.0311666 | Time: 1685.53 ms [2021-09-29 20:46:13 main:581] : INFO : Epoch 1799 | loss: 0.0311289 | val_loss: 0.0311645 | Time: 1685.44 ms [2021-09-29 20:46:15 main:581] : INFO : Epoch 1800 | loss: 0.0311251 | val_loss: 0.0311678 | Time: 1705.3 ms [2021-09-29 20:46:16 main:581] : INFO : Epoch 1801 | loss: 0.0311288 | val_loss: 0.0311716 | Time: 1676.91 ms [2021-09-29 20:46:18 main:581] : INFO : Epoch 1802 | loss: 0.0311302 | val_loss: 0.0311659 | Time: 1680.03 ms [2021-09-29 20:46:20 main:581] : INFO : Epoch 1803 | loss: 0.0311267 | val_loss: 0.0311716 | Time: 1701.71 ms [2021-09-29 20:46:21 main:581] : INFO : Epoch 1804 | loss: 0.0311267 | val_loss: 0.0311676 | Time: 1717.09 ms [2021-09-29 20:46:23 main:581] : INFO : Epoch 1805 | loss: 0.0311394 | val_loss: 0.0311722 | Time: 1645.04 ms [2021-09-29 20:46:25 main:581] : INFO : Epoch 1806 | loss: 0.0311554 | val_loss: 0.0311742 | Time: 1686.02 ms [2021-09-29 20:46:26 main:581] : INFO : Epoch 1807 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 1691.09 ms [2021-09-29 20:46:28 main:581] : INFO : Epoch 1808 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 1687.39 ms [2021-09-29 20:46:30 main:581] : INFO : Epoch 1809 | loss: 0.0311466 | val_loss: 0.0311633 | Time: 1708.96 ms [2021-09-29 20:46:31 main:581] : INFO : Epoch 1810 | loss: 0.0311406 | val_loss: 0.0311615 | Time: 1677.43 ms [2021-09-29 20:46:33 main:581] : INFO : Epoch 1811 | loss: 0.0311376 | val_loss: 0.0311613 | Time: 1660.66 ms [2021-09-29 20:46:35 main:581] : INFO : Epoch 1812 | loss: 0.0311355 | val_loss: 0.0311639 | Time: 1721.01 ms [2021-09-29 20:46:36 main:581] : INFO : Epoch 1813 | loss: 0.0311364 | val_loss: 0.0311607 | Time: 1684.47 ms [2021-09-29 20:46:38 main:581] : INFO : Epoch 1814 | loss: 0.0311342 | val_loss: 0.0311639 | Time: 1695.59 ms [2021-09-29 20:46:40 main:581] : INFO : Epoch 1815 | loss: 0.0311366 | val_loss: 0.0311637 | Time: 1725.77 ms [2021-09-29 20:46:42 main:581] : INFO : Epoch 1816 | loss: 0.0311335 | val_loss: 0.031165 | Time: 1695.32 ms [2021-09-29 20:46:43 main:581] : INFO : Epoch 1817 | loss: 0.0311308 | val_loss: 0.0311614 | Time: 1700.04 ms [2021-09-29 20:46:45 main:581] : INFO : Epoch 1818 | loss: 0.0311294 | val_loss: 0.0311634 | Time: 1728.85 ms [2021-09-29 20:46:47 main:581] : INFO : Epoch 1819 | loss: 0.0311339 | val_loss: 0.0311688 | Time: 1713.02 ms [2021-09-29 20:46:48 main:581] : INFO : Epoch 1820 | loss: 0.0311373 | val_loss: 0.0311621 | Time: 1726.38 ms [2021-09-29 20:46:50 main:581] : INFO : Epoch 1821 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 1730.57 ms [2021-09-29 20:46:52 main:581] : INFO : Epoch 1822 | loss: 0.0311392 | val_loss: 0.0311607 | Time: 1700.14 ms [2021-09-29 20:46:54 main:581] : INFO : Epoch 1823 | loss: 0.0311352 | val_loss: 0.0311641 | Time: 1709.7 ms [2021-09-29 20:46:55 main:581] : INFO : Epoch 1824 | loss: 0.0311347 | val_loss: 0.0311668 | Time: 1682.34 ms [2021-09-29 20:46:57 main:581] : INFO : Epoch 1825 | loss: 0.0311328 | val_loss: 0.0311653 | Time: 1675.13 ms [2021-09-29 20:46:59 main:581] : INFO : Epoch 1826 | loss: 0.0311319 | val_loss: 0.0311624 | Time: 1711.9 ms [2021-09-29 20:47:00 main:581] : INFO : Epoch 1827 | loss: 0.0311328 | val_loss: 0.0311713 | Time: 1694.79 ms [2021-09-29 20:47:02 main:581] : INFO : Epoch 1828 | loss: 0.03113 | val_loss: 0.0311644 | Time: 1678.37 ms [2021-09-29 20:47:04 main:581] : INFO : Epoch 1829 | loss: 0.031128 | val_loss: 0.0311653 | Time: 1731.53 ms [2021-09-29 20:47:06 main:581] : INFO : Epoch 1830 | loss: 0.0311261 | val_loss: 0.0311653 | Time: 1705.46 ms [2021-09-29 20:47:07 main:581] : INFO : Epoch 1831 | loss: 0.0311308 | val_loss: 0.0311725 | Time: 1694.68 ms [2021-09-29 20:47:09 main:581] : INFO : Epoch 1832 | loss: 0.0311311 | val_loss: 0.0311653 | Time: 1695.6 ms [2021-09-29 20:47:11 main:581] : INFO : Epoch 1833 | loss: 0.0311261 | val_loss: 0.0311662 | Time: 1671.71 ms [2021-09-29 20:47:12 main:581] : INFO : Epoch 1834 | loss: 0.0311283 | val_loss: 0.031167 | Time: 1702.36 ms [2021-09-29 20:47:14 main:581] : INFO : Epoch 1835 | loss: 0.0311322 | val_loss: 0.0311641 | Time: 1677.02 ms [2021-09-29 20:47:16 main:581] : INFO : Epoch 1836 | loss: 0.0311292 | val_loss: 0.0311631 | Time: 1704.1 ms [2021-09-29 20:47:17 main:581] : INFO : Epoch 1837 | loss: 0.0311278 | val_loss: 0.0311657 | Time: 1691.37 ms [2021-09-29 20:47:19 main:581] : INFO : Epoch 1838 | loss: 0.0311308 | val_loss: 0.0311649 | Time: 1680.49 ms [2021-09-29 20:47:21 main:581] : INFO : Epoch 1839 | loss: 0.0311322 | val_loss: 0.0311639 | Time: 1689.83 ms [2021-09-29 20:47:22 main:581] : INFO : Epoch 1840 | loss: 0.0311331 | val_loss: 0.0311653 | Time: 1691.88 ms [2021-09-29 20:47:24 main:581] : INFO : Epoch 1841 | loss: 0.031132 | val_loss: 0.0311639 | Time: 1727.59 ms [2021-09-29 20:47:26 main:581] : INFO : Epoch 1842 | loss: 0.0311463 | val_loss: 0.0311614 | Time: 1675.21 ms [2021-09-29 20:47:27 main:581] : INFO : Epoch 1843 | loss: 0.0311465 | val_loss: 0.031162 | Time: 1670.65 ms [2021-09-29 20:47:29 main:581] : INFO : Epoch 1844 | loss: 0.031147 | val_loss: 0.0311607 | Time: 1675.04 ms [2021-09-29 20:47:31 main:581] : INFO : Epoch 1845 | loss: 0.0311417 | val_loss: 0.0311643 | Time: 1671.67 ms [2021-09-29 20:47:33 main:581] : INFO : Epoch 1846 | loss: 0.0311379 | val_loss: 0.031162 | Time: 1726.08 ms [2021-09-29 20:47:34 main:581] : INFO : Epoch 1847 | loss: 0.031134 | val_loss: 0.0311653 | Time: 1684.18 ms [2021-09-29 20:47:36 main:581] : INFO : Epoch 1848 | loss: 0.0311325 | val_loss: 0.0311647 | Time: 1723.61 ms [2021-09-29 20:47:38 main:581] : INFO : Epoch 1849 | loss: 0.0311306 | val_loss: 0.0311634 | Time: 1716.02 ms [2021-09-29 20:47:39 main:581] : INFO : Epoch 1850 | loss: 0.0311299 | val_loss: 0.0311638 | Time: 1666 ms [2021-09-29 20:47:41 main:581] : INFO : Epoch 1851 | loss: 0.031133 | val_loss: 0.0311677 | Time: 1673.67 ms [2021-09-29 20:47:43 main:581] : INFO : Epoch 1852 | loss: 0.0311318 | val_loss: 0.0311656 | Time: 1695.85 ms [2021-09-29 20:47:44 main:581] : INFO : Epoch 1853 | loss: 0.0311317 | val_loss: 0.0311652 | Time: 1685.48 ms [2021-09-29 20:47:46 main:581] : INFO : Epoch 1854 | loss: 0.031128 | val_loss: 0.0311649 | Time: 1691.24 ms [2021-09-29 20:47:48 main:581] : INFO : Epoch 1855 | loss: 0.0311287 | val_loss: 0.0311652 | Time: 1701.23 ms [2021-09-29 20:47:49 main:581] : INFO : Epoch 1856 | loss: 0.0311326 | val_loss: 0.0311663 | Time: 1691.54 ms [2021-09-29 20:47:51 main:581] : INFO : Epoch 1857 | loss: 0.0311305 | val_loss: 0.0311673 | Time: 1701.86 ms [2021-09-29 20:47:53 main:581] : INFO : Epoch 1858 | loss: 0.0311276 | val_loss: 0.0311689 | Time: 1693.07 ms [2021-09-29 20:47:55 main:581] : INFO : Epoch 1859 | loss: 0.0311303 | val_loss: 0.0311677 | Time: 1704.1 ms [2021-09-29 20:47:56 main:581] : INFO : Epoch 1860 | loss: 0.0311375 | val_loss: 0.031165 | Time: 1704.3 ms [2021-09-29 20:47:58 main:581] : INFO : Epoch 1861 | loss: 0.0311342 | val_loss: 0.0311671 | Time: 1696.62 ms [2021-09-29 20:48:00 main:581] : INFO : Epoch 1862 | loss: 0.0311319 | val_loss: 0.0311641 | Time: 1693.51 ms [2021-09-29 20:48:01 main:581] : INFO : Epoch 1863 | loss: 0.0311303 | val_loss: 0.0311669 | Time: 1670.56 ms [2021-09-29 20:48:03 main:581] : INFO : Epoch 1864 | loss: 0.0311302 | val_loss: 0.0311693 | Time: 1687.98 ms [2021-09-29 20:48:05 main:581] : INFO : Epoch 1865 | loss: 0.0311273 | val_loss: 0.0311654 | Time: 1666.25 ms [2021-09-29 20:48:06 main:581] : INFO : Epoch 1866 | loss: 0.0311309 | val_loss: 0.0311632 | Time: 1712.14 ms [2021-09-29 20:48:08 main:581] : INFO : Epoch 1867 | loss: 0.0311322 | val_loss: 0.0311735 | Time: 1650.21 ms [2021-09-29 20:48:10 main:581] : INFO : Epoch 1868 | loss: 0.03113 | val_loss: 0.031167 | Time: 1695.77 ms [2021-09-29 20:48:11 main:581] : INFO : Epoch 1869 | loss: 0.0311443 | val_loss: 0.0311714 | Time: 1663.34 ms [2021-09-29 20:48:13 main:581] : INFO : Epoch 1870 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 1664.48 ms [2021-09-29 20:48:15 main:581] : INFO : Epoch 1871 | loss: 0.0311396 | val_loss: 0.0311674 | Time: 1658.65 ms [2021-09-29 20:48:16 main:581] : INFO : Epoch 1872 | loss: 0.0311355 | val_loss: 0.0311659 | Time: 1693.16 ms [2021-09-29 20:48:18 main:581] : INFO : Epoch 1873 | loss: 0.0311327 | val_loss: 0.0311689 | Time: 1682.87 ms [2021-09-29 20:48:20 main:581] : INFO : Epoch 1874 | loss: 0.0311361 | val_loss: 0.0311693 | Time: 1648.31 ms [2021-09-29 20:48:21 main:581] : INFO : Epoch 1875 | loss: 0.0311337 | val_loss: 0.0311725 | Time: 1691.79 ms [2021-09-29 20:48:23 main:581] : INFO : Epoch 1876 | loss: 0.0311339 | val_loss: 0.0311687 | Time: 1700.76 ms [2021-09-29 20:48:25 main:581] : INFO : Epoch 1877 | loss: 0.0311309 | val_loss: 0.0311677 | Time: 1679.22 ms [2021-09-29 20:48:27 main:581] : INFO : Epoch 1878 | loss: 0.0311293 | val_loss: 0.031165 | Time: 1686.46 ms [2021-09-29 20:48:28 main:581] : INFO : Epoch 1879 | loss: 0.0311275 | val_loss: 0.031168 | Time: 1676.87 ms [2021-09-29 20:48:30 main:581] : INFO : Epoch 1880 | loss: 0.0311282 | val_loss: 0.0311715 | Time: 1728.4 ms [2021-09-29 20:48:32 main:581] : INFO : Epoch 1881 | loss: 0.0311321 | val_loss: 0.0311665 | Time: 1713.74 ms [2021-09-29 20:48:33 main:581] : INFO : Epoch 1882 | loss: 0.0311326 | val_loss: 0.0311636 | Time: 1696.12 ms [2021-09-29 20:48:35 main:581] : INFO : Epoch 1883 | loss: 0.0311309 | val_loss: 0.0311693 | Time: 1688.93 ms [2021-09-29 20:48:37 main:581] : INFO : Epoch 1884 | loss: 0.0311289 | val_loss: 0.031165 | Time: 1673.27 ms [2021-09-29 20:48:38 main:581] : INFO : Epoch 1885 | loss: 0.0311291 | val_loss: 0.0311677 | Time: 1689.03 ms [2021-09-29 20:48:40 main:581] : INFO : Epoch 1886 | loss: 0.0311277 | val_loss: 0.0311655 | Time: 1717.66 ms [2021-09-29 20:48:42 main:581] : INFO : Epoch 1887 | loss: 0.0311287 | val_loss: 0.0311739 | Time: 1709.26 ms [2021-09-29 20:48:44 main:581] : INFO : Epoch 1888 | loss: 0.0311293 | val_loss: 0.0311681 | Time: 1721.11 ms [2021-09-29 20:48:45 main:581] : INFO : Epoch 1889 | loss: 0.0311272 | val_loss: 0.0311618 | Time: 1683.97 ms [2021-09-29 20:48:47 main:581] : INFO : Epoch 1890 | loss: 0.0311285 | val_loss: 0.0311747 | Time: 1728.52 ms [2021-09-29 20:48:49 main:581] : INFO : Epoch 1891 | loss: 0.0311286 | val_loss: 0.0311739 | Time: 1697.14 ms [2021-09-29 20:48:50 main:581] : INFO : Epoch 1892 | loss: 0.031126 | val_loss: 0.0311703 | Time: 1689.22 ms [2021-09-29 20:48:52 main:581] : INFO : Epoch 1893 | loss: 0.031123 | val_loss: 0.0311707 | Time: 1676.32 ms [2021-09-29 20:48:54 main:581] : INFO : Epoch 1894 | loss: 0.0311247 | val_loss: 0.0311672 | Time: 1672.13 ms [2021-09-29 20:48:55 main:581] : INFO : Epoch 1895 | loss: 0.0311266 | val_loss: 0.0311705 | Time: 1672.75 ms [2021-09-29 20:48:57 main:581] : INFO : Epoch 1896 | loss: 0.0311248 | val_loss: 0.0311687 | Time: 1692.47 ms [2021-09-29 20:48:59 main:581] : INFO : Epoch 1897 | loss: 0.0311214 | val_loss: 0.0311703 | Time: 1677.52 ms [2021-09-29 20:49:00 main:581] : INFO : Epoch 1898 | loss: 0.031123 | val_loss: 0.0311752 | Time: 1695.92 ms [2021-09-29 20:49:02 main:581] : INFO : Epoch 1899 | loss: 0.03113 | val_loss: 0.0311683 | Time: 1692.64 ms [2021-09-29 20:49:04 main:581] : INFO : Epoch 1900 | loss: 0.0311257 | val_loss: 0.0311701 | Time: 1684.15 ms [2021-09-29 20:49:06 main:581] : INFO : Epoch 1901 | loss: 0.0311228 | val_loss: 0.0311705 | Time: 1699.21 ms [2021-09-29 20:49:07 main:581] : INFO : Epoch 1902 | loss: 0.031127 | val_loss: 0.0311766 | Time: 1708.52 ms [2021-09-29 20:49:09 main:581] : INFO : Epoch 1903 | loss: 0.0311268 | val_loss: 0.0311663 | Time: 1682.99 ms [2021-09-29 20:49:11 main:581] : INFO : Epoch 1904 | loss: 0.0311293 | val_loss: 0.0311702 | Time: 1711.55 ms [2021-09-29 20:49:12 main:581] : INFO : Epoch 1905 | loss: 0.0311245 | val_loss: 0.0311693 | Time: 1707.54 ms [2021-09-29 20:49:14 main:581] : INFO : Epoch 1906 | loss: 0.0311256 | val_loss: 0.031166 | Time: 1686.97 ms [2021-09-29 20:49:16 main:581] : INFO : Epoch 1907 | loss: 0.0311233 | val_loss: 0.0311684 | Time: 1683.94 ms [2021-09-29 20:49:17 main:581] : INFO : Epoch 1908 | loss: 0.0311226 | val_loss: 0.0311688 | Time: 1686.84 ms [2021-09-29 20:49:19 main:581] : INFO : Epoch 1909 | loss: 0.0311212 | val_loss: 0.0311716 | Time: 1682.52 ms [2021-09-29 20:49:21 main:581] : INFO : Epoch 1910 | loss: 0.0311224 | val_loss: 0.0311802 | Time: 1698.8 ms [2021-09-29 20:49:22 main:581] : INFO : Epoch 1911 | loss: 0.0311249 | val_loss: 0.0311808 | Time: 1695.4 ms [2021-09-29 20:49:24 main:581] : INFO : Epoch 1912 | loss: 0.0311219 | val_loss: 0.0311748 | Time: 1688.57 ms [2021-09-29 20:49:26 main:581] : INFO : Epoch 1913 | loss: 0.0311221 | val_loss: 0.0311728 | Time: 1688.41 ms [2021-09-29 20:49:28 main:581] : INFO : Epoch 1914 | loss: 0.0311263 | val_loss: 0.0311705 | Time: 1701.25 ms [2021-09-29 20:49:29 main:581] : INFO : Epoch 1915 | loss: 0.0311237 | val_loss: 0.0311683 | Time: 1688.35 ms [2021-09-29 20:49:31 main:581] : INFO : Epoch 1916 | loss: 0.0311229 | val_loss: 0.0311703 | Time: 1689.88 ms [2021-09-29 20:49:33 main:581] : INFO : Epoch 1917 | loss: 0.031122 | val_loss: 0.0311718 | Time: 1721.35 ms [2021-09-29 20:49:34 main:581] : INFO : Epoch 1918 | loss: 0.0311219 | val_loss: 0.0311722 | Time: 1692.09 ms [2021-09-29 20:49:36 main:581] : INFO : Epoch 1919 | loss: 0.0311225 | val_loss: 0.031172 | Time: 1705.39 ms [2021-09-29 20:49:38 main:581] : INFO : Epoch 1920 | loss: 0.0311231 | val_loss: 0.031167 | Time: 1706.21 ms [2021-09-29 20:49:39 main:581] : INFO : Epoch 1921 | loss: 0.0311284 | val_loss: 0.031168 | Time: 1681.2 ms [2021-09-29 20:49:41 main:581] : INFO : Epoch 1922 | loss: 0.0311263 | val_loss: 0.0311725 | Time: 1678.97 ms [2021-09-29 20:49:43 main:581] : INFO : Epoch 1923 | loss: 0.0311235 | val_loss: 0.0311686 | Time: 1681.56 ms [2021-09-29 20:49:44 main:581] : INFO : Epoch 1924 | loss: 0.0311245 | val_loss: 0.0311663 | Time: 1668.58 ms [2021-09-29 20:49:46 main:581] : INFO : Epoch 1925 | loss: 0.0311258 | val_loss: 0.0311692 | Time: 1687.16 ms [2021-09-29 20:49:48 main:581] : INFO : Epoch 1926 | loss: 0.0311224 | val_loss: 0.03117 | Time: 1686.62 ms [2021-09-29 20:49:50 main:581] : INFO : Epoch 1927 | loss: 0.0311264 | val_loss: 0.0311633 | Time: 1692.74 ms [2021-09-29 20:49:51 main:581] : INFO : Epoch 1928 | loss: 0.0311224 | val_loss: 0.0311793 | Time: 1673.97 ms [2021-09-29 20:49:53 main:581] : INFO : Epoch 1929 | loss: 0.0311297 | val_loss: 0.0311649 | Time: 1659.53 ms [2021-09-29 20:49:55 main:581] : INFO : Epoch 1930 | loss: 0.0311266 | val_loss: 0.0311747 | Time: 1695.25 ms [2021-09-29 20:49:56 main:581] : INFO : Epoch 1931 | loss: 0.0311224 | val_loss: 0.0311687 | Time: 1715.19 ms [2021-09-29 20:49:58 main:581] : INFO : Epoch 1932 | loss: 0.0311205 | val_loss: 0.0311663 | Time: 1713.76 ms [2021-09-29 20:50:00 main:581] : INFO : Epoch 1933 | loss: 0.0311219 | val_loss: 0.031172 | Time: 1697.13 ms [2021-09-29 20:50:01 main:581] : INFO : Epoch 1934 | loss: 0.0311371 | val_loss: 0.0311672 | Time: 1697.99 ms [2021-09-29 20:50:03 main:581] : INFO : Epoch 1935 | loss: 0.0311382 | val_loss: 0.0311711 | Time: 1690.65 ms [2021-09-29 20:50:05 main:581] : INFO : Epoch 1936 | loss: 0.0311366 | val_loss: 0.0311631 | Time: 1704.94 ms [2021-09-29 20:50:07 main:581] : INFO : Epoch 1937 | loss: 0.0311432 | val_loss: 0.031164 | Time: 1708.88 ms [2021-09-29 20:50:08 main:581] : INFO : Epoch 1938 | loss: 0.0311408 | val_loss: 0.0311652 | Time: 1706.23 ms [2021-09-29 20:50:10 main:581] : INFO : Epoch 1939 | loss: 0.031135 | val_loss: 0.0311682 | Time: 1696.65 ms [2021-09-29 20:50:12 main:581] : INFO : Epoch 1940 | loss: 0.0311328 | val_loss: 0.0311634 | Time: 1702.43 ms [2021-09-29 20:50:13 main:581] : INFO : Epoch 1941 | loss: 0.0311311 | val_loss: 0.0311605 | Time: 1723.85 ms [2021-09-29 20:50:15 main:581] : INFO : Epoch 1942 | loss: 0.0311286 | val_loss: 0.031168 | Time: 1733.59 ms [2021-09-29 20:50:17 main:581] : INFO : Epoch 1943 | loss: 0.0311273 | val_loss: 0.0311661 | Time: 1685.87 ms [2021-09-29 20:50:18 main:581] : INFO : Epoch 1944 | loss: 0.0311251 | val_loss: 0.0311649 | Time: 1648.76 ms [2021-09-29 20:50:20 main:581] : INFO : Epoch 1945 | loss: 0.0311233 | val_loss: 0.0311622 | Time: 1692.44 ms [2021-09-29 20:50:22 main:581] : INFO : Epoch 1946 | loss: 0.0311254 | val_loss: 0.0311794 | Time: 1683.43 ms [2021-09-29 20:50:24 main:581] : INFO : Epoch 1947 | loss: 0.0311245 | val_loss: 0.0311659 | Time: 1692.44 ms [2021-09-29 20:50:25 main:581] : INFO : Epoch 1948 | loss: 0.0311242 | val_loss: 0.0311724 | Time: 1695.37 ms [2021-09-29 20:50:27 main:581] : INFO : Epoch 1949 | loss: 0.0311215 | val_loss: 0.0311738 | Time: 1667.84 ms [2021-09-29 20:50:29 main:581] : INFO : Epoch 1950 | loss: 0.0311241 | val_loss: 0.0311746 | Time: 1713.15 ms [2021-09-29 20:50:30 main:581] : INFO : Epoch 1951 | loss: 0.0311259 | val_loss: 0.0311689 | Time: 1659.07 ms [2021-09-29 20:50:32 main:581] : INFO : Epoch 1952 | loss: 0.0311229 | val_loss: 0.0311666 | Time: 1654.98 ms [2021-09-29 20:50:34 main:581] : INFO : Epoch 1953 | loss: 0.0311244 | val_loss: 0.0311716 | Time: 1687.62 ms [2021-09-29 20:50:35 main:581] : INFO : Epoch 1954 | loss: 0.0311256 | val_loss: 0.0311695 | Time: 1670.99 ms [2021-09-29 20:50:37 main:581] : INFO : Epoch 1955 | loss: 0.0311222 | val_loss: 0.0311651 | Time: 1667.06 ms [2021-09-29 20:50:39 main:581] : INFO : Epoch 1956 | loss: 0.0311243 | val_loss: 0.0311671 | Time: 1673.87 ms [2021-09-29 20:50:40 main:581] : INFO : Epoch 1957 | loss: 0.03113 | val_loss: 0.0311672 | Time: 1636.66 ms [2021-09-29 20:50:42 main:581] : INFO : Epoch 1958 | loss: 0.0311265 | val_loss: 0.0311648 | Time: 1649.71 ms [2021-09-29 20:50:44 main:581] : INFO : Epoch 1959 | loss: 0.0311236 | val_loss: 0.0311699 | Time: 1685 ms [2021-09-29 20:50:45 main:581] : INFO : Epoch 1960 | loss: 0.0311217 | val_loss: 0.0311735 | Time: 1675.2 ms [2021-09-29 20:50:47 main:581] : INFO : Epoch 1961 | loss: 0.0311243 | val_loss: 0.0311688 | Time: 1706.92 ms [2021-09-29 20:50:49 main:581] : INFO : Epoch 1962 | loss: 0.0311231 | val_loss: 0.0311672 | Time: 1684.61 ms [2021-09-29 20:50:50 main:581] : INFO : Epoch 1963 | loss: 0.0311248 | val_loss: 0.0311687 | Time: 1689.62 ms [2021-09-29 20:50:52 main:581] : INFO : Epoch 1964 | loss: 0.0311249 | val_loss: 0.0311631 | Time: 1672.14 ms [2021-09-29 20:50:54 main:581] : INFO : Epoch 1965 | loss: 0.0311234 | val_loss: 0.0311703 | Time: 1700.78 ms [2021-09-29 20:50:55 main:581] : INFO : Epoch 1966 | loss: 0.0311245 | val_loss: 0.0311693 | Time: 1709.59 ms [2021-09-29 20:50:57 main:581] : INFO : Epoch 1967 | loss: 0.0311232 | val_loss: 0.0311677 | Time: 1707.07 ms [2021-09-29 20:50:59 main:581] : INFO : Epoch 1968 | loss: 0.0311239 | val_loss: 0.0311701 | Time: 1703.23 ms [2021-09-29 20:51:00 main:581] : INFO : Epoch 1969 | loss: 0.0311297 | val_loss: 0.0311654 | Time: 1678.05 ms [2021-09-29 20:51:02 main:581] : INFO : Epoch 1970 | loss: 0.0311248 | val_loss: 0.031166 | Time: 1707.28 ms [2021-09-29 20:51:04 main:581] : INFO : Epoch 1971 | loss: 0.0311248 | val_loss: 0.0311708 | Time: 1690.77 ms [2021-09-29 20:51:06 main:581] : INFO : Epoch 1972 | loss: 0.0311243 | val_loss: 0.0311699 | Time: 1710.59 ms [2021-09-29 20:51:07 main:581] : INFO : Epoch 1973 | loss: 0.031123 | val_loss: 0.0311709 | Time: 1700.69 ms [2021-09-29 20:51:09 main:581] : INFO : Epoch 1974 | loss: 0.0311294 | val_loss: 0.031164 | Time: 1670.75 ms [2021-09-29 20:51:11 main:581] : INFO : Epoch 1975 | loss: 0.0311294 | val_loss: 0.0311672 | Time: 1691.96 ms [2021-09-29 20:51:12 main:581] : INFO : Epoch 1976 | loss: 0.0311269 | val_loss: 0.0311814 | Time: 1689.8 ms [2021-09-29 20:51:14 main:581] : INFO : Epoch 1977 | loss: 0.0311255 | val_loss: 0.0311723 | Time: 1665.62 ms [2021-09-29 20:51:16 main:581] : INFO : Epoch 1978 | loss: 0.0311243 | val_loss: 0.0311736 | Time: 1705.36 ms [2021-09-29 20:51:17 main:581] : INFO : Epoch 1979 | loss: 0.0311252 | val_loss: 0.0311651 | Time: 1692.41 ms [2021-09-29 20:51:19 main:581] : INFO : Epoch 1980 | loss: 0.0311311 | val_loss: 0.0311601 | Time: 1684.29 ms [2021-09-29 20:51:21 main:581] : INFO : Epoch 1981 | loss: 0.0311366 | val_loss: 0.0311679 | Time: 1674.32 ms [2021-09-29 20:51:23 main:581] : INFO : Epoch 1982 | loss: 0.0311376 | val_loss: 0.0311595 | Time: 1721.51 ms [2021-09-29 20:51:24 main:581] : INFO : Epoch 1983 | loss: 0.0311324 | val_loss: 0.0311616 | Time: 1706.83 ms [2021-09-29 20:51:26 main:581] : INFO : Epoch 1984 | loss: 0.0311301 | val_loss: 0.0311615 | Time: 1703.39 ms [2021-09-29 20:51:28 main:581] : INFO : Epoch 1985 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 1690.69 ms [2021-09-29 20:51:29 main:581] : INFO : Epoch 1986 | loss: 0.0311278 | val_loss: 0.0311641 | Time: 1708.46 ms [2021-09-29 20:51:31 main:581] : INFO : Epoch 1987 | loss: 0.0311252 | val_loss: 0.0311681 | Time: 1705.82 ms [2021-09-29 20:51:33 main:581] : INFO : Epoch 1988 | loss: 0.0311275 | val_loss: 0.0311643 | Time: 1686.27 ms [2021-09-29 20:51:34 main:581] : INFO : Epoch 1989 | loss: 0.0311264 | val_loss: 0.0311649 | Time: 1679.96 ms [2021-09-29 20:51:36 main:581] : INFO : Epoch 1990 | loss: 0.0311262 | val_loss: 0.0311676 | Time: 1709.9 ms [2021-09-29 20:51:38 main:581] : INFO : Epoch 1991 | loss: 0.0311254 | val_loss: 0.0311843 | Time: 1681.39 ms [2021-09-29 20:51:39 main:581] : INFO : Epoch 1992 | loss: 0.0311301 | val_loss: 0.0311604 | Time: 1715.67 ms [2021-09-29 20:51:41 main:581] : INFO : Epoch 1993 | loss: 0.0311283 | val_loss: 0.0311602 | Time: 1701.53 ms [2021-09-29 20:51:43 main:581] : INFO : Epoch 1994 | loss: 0.0311258 | val_loss: 0.0311613 | Time: 1678.14 ms [2021-09-29 20:51:45 main:581] : INFO : Epoch 1995 | loss: 0.0311218 | val_loss: 0.0311656 | Time: 1708.32 ms [2021-09-29 20:51:46 main:581] : INFO : Epoch 1996 | loss: 0.0311251 | val_loss: 0.0311671 | Time: 1669.19 ms [2021-09-29 20:51:48 main:581] : INFO : Epoch 1997 | loss: 0.0311244 | val_loss: 0.0311671 | Time: 1720.05 ms [2021-09-29 20:51:50 main:581] : INFO : Epoch 1998 | loss: 0.031127 | val_loss: 0.0311643 | Time: 1691.6 ms [2021-09-29 20:51:51 main:581] : INFO : Epoch 1999 | loss: 0.0311266 | val_loss: 0.0311649 | Time: 1686.73 ms [2021-09-29 20:51:53 main:581] : INFO : Epoch 2000 | loss: 0.0311315 | val_loss: 0.03117 | Time: 1697.03 ms [2021-09-29 20:51:55 main:581] : INFO : Epoch 2001 | loss: 0.0311234 | val_loss: 0.031169 | Time: 1674.4 ms [2021-09-29 20:51:56 main:581] : INFO : Epoch 2002 | loss: 0.0311278 | val_loss: 0.0311726 | Time: 1652.25 ms [2021-09-29 20:51:58 main:581] : INFO : Epoch 2003 | loss: 0.0311272 | val_loss: 0.0311678 | Time: 1701.66 ms [2021-09-29 20:52:00 main:581] : INFO : Epoch 2004 | loss: 0.031135 | val_loss: 0.0311615 | Time: 1690.41 ms [2021-09-29 20:52:01 main:581] : INFO : Epoch 2005 | loss: 0.0311342 | val_loss: 0.031166 | Time: 1687.95 ms [2021-09-29 20:52:03 main:581] : INFO : Epoch 2006 | loss: 0.0311293 | val_loss: 0.0311659 | Time: 1710.03 ms [2021-09-29 20:52:05 main:581] : INFO : Epoch 2007 | loss: 0.031129 | val_loss: 0.0311624 | Time: 1683.64 ms [2021-09-29 20:52:07 main:581] : INFO : Epoch 2008 | loss: 0.0311264 | val_loss: 0.0311729 | Time: 1678.25 ms [2021-09-29 20:52:08 main:581] : INFO : Epoch 2009 | loss: 0.0311265 | val_loss: 0.0311671 | Time: 1714.17 ms [2021-09-29 20:52:10 main:581] : INFO : Epoch 2010 | loss: 0.0311297 | val_loss: 0.0311702 | Time: 1695.19 ms [2021-09-29 20:52:12 main:581] : INFO : Epoch 2011 | loss: 0.0311364 | val_loss: 0.0311686 | Time: 1696.92 ms [2021-09-29 20:52:13 main:581] : INFO : Epoch 2012 | loss: 0.0311298 | val_loss: 0.031166 | Time: 1708.37 ms [2021-09-29 20:52:15 main:581] : INFO : Epoch 2013 | loss: 0.0311287 | val_loss: 0.0311675 | Time: 1710.59 ms [2021-09-29 20:52:17 main:581] : INFO : Epoch 2014 | loss: 0.0311411 | val_loss: 0.031164 | Time: 1706.01 ms [2021-09-29 20:52:18 main:581] : INFO : Epoch 2015 | loss: 0.0311398 | val_loss: 0.0311697 | Time: 1661.45 ms [2021-09-29 20:52:20 main:581] : INFO : Epoch 2016 | loss: 0.0311376 | val_loss: 0.0311622 | Time: 1689.81 ms [2021-09-29 20:52:22 main:581] : INFO : Epoch 2017 | loss: 0.0311315 | val_loss: 0.0311659 | Time: 1701.91 ms [2021-09-29 20:52:24 main:581] : INFO : Epoch 2018 | loss: 0.0311323 | val_loss: 0.0311626 | Time: 1701.14 ms [2021-09-29 20:52:25 main:581] : INFO : Epoch 2019 | loss: 0.0311306 | val_loss: 0.0311647 | Time: 1687.89 ms [2021-09-29 20:52:27 main:581] : INFO : Epoch 2020 | loss: 0.0311292 | val_loss: 0.03116 | Time: 1712.5 ms [2021-09-29 20:52:29 main:581] : INFO : Epoch 2021 | loss: 0.0311291 | val_loss: 0.0311656 | Time: 1662.12 ms [2021-09-29 20:52:30 main:581] : INFO : Epoch 2022 | loss: 0.0311365 | val_loss: 0.0311644 | Time: 1690.78 ms [2021-09-29 20:52:32 main:581] : INFO : Epoch 2023 | loss: 0.031129 | val_loss: 0.0311621 | Time: 1696.38 ms [2021-09-29 20:52:34 main:581] : INFO : Epoch 2024 | loss: 0.0311282 | val_loss: 0.031178 | Time: 1695.28 ms [2021-09-29 20:52:35 main:581] : INFO : Epoch 2025 | loss: 0.0311305 | val_loss: 0.0311678 | Time: 1652.64 ms [2021-09-29 20:52:37 main:581] : INFO : Epoch 2026 | loss: 0.031125 | val_loss: 0.0311661 | Time: 1685.54 ms [2021-09-29 20:52:39 main:581] : INFO : Epoch 2027 | loss: 0.0311266 | val_loss: 0.0311658 | Time: 1688.54 ms [2021-09-29 20:52:40 main:581] : INFO : Epoch 2028 | loss: 0.031126 | val_loss: 0.0311651 | Time: 1684.81 ms [2021-09-29 20:52:42 main:581] : INFO : Epoch 2029 | loss: 0.0311258 | val_loss: 0.0311663 | Time: 1707.55 ms [2021-09-29 20:52:44 main:581] : INFO : Epoch 2030 | loss: 0.0311241 | val_loss: 0.031173 | Time: 1690.12 ms [2021-09-29 20:52:46 main:581] : INFO : Epoch 2031 | loss: 0.0311243 | val_loss: 0.0311683 | Time: 1713.06 ms [2021-09-29 20:52:47 main:581] : INFO : Epoch 2032 | loss: 0.0311206 | val_loss: 0.0311676 | Time: 1673.96 ms [2021-09-29 20:52:49 main:581] : INFO : Epoch 2033 | loss: 0.0311229 | val_loss: 0.031167 | Time: 1690.98 ms [2021-09-29 20:52:51 main:581] : INFO : Epoch 2034 | loss: 0.0311235 | val_loss: 0.0311673 | Time: 1702.16 ms [2021-09-29 20:52:52 main:581] : INFO : Epoch 2035 | loss: 0.0311198 | val_loss: 0.0311709 | Time: 1689.63 ms [2021-09-29 20:52:54 main:581] : INFO : Epoch 2036 | loss: 0.0311245 | val_loss: 0.0311645 | Time: 1698.34 ms [2021-09-29 20:52:56 main:581] : INFO : Epoch 2037 | loss: 0.0311231 | val_loss: 0.0311692 | Time: 1713.99 ms [2021-09-29 20:52:57 main:581] : INFO : Epoch 2038 | loss: 0.0311252 | val_loss: 0.0311702 | Time: 1698.8 ms [2021-09-29 20:52:59 main:581] : INFO : Epoch 2039 | loss: 0.0311229 | val_loss: 0.0311633 | Time: 1684.35 ms [2021-09-29 20:53:01 main:581] : INFO : Epoch 2040 | loss: 0.0311189 | val_loss: 0.0311747 | Time: 1704.46 ms [2021-09-29 20:53:02 main:581] : INFO : Epoch 2041 | loss: 0.0311261 | val_loss: 0.0311708 | Time: 1660.08 ms [2021-09-29 20:53:04 main:581] : INFO : Epoch 2042 | loss: 0.0311285 | val_loss: 0.0311724 | Time: 1659.25 ms [2021-09-29 20:53:06 main:581] : INFO : Epoch 2043 | loss: 0.031127 | val_loss: 0.0311657 | Time: 1671.52 ms [2021-09-29 20:53:07 main:581] : INFO : Epoch 2044 | loss: 0.0311246 | val_loss: 0.0311711 | Time: 1683.53 ms [2021-09-29 20:53:09 main:581] : INFO : Epoch 2045 | loss: 0.0311229 | val_loss: 0.0311684 | Time: 1703.9 ms [2021-09-29 20:53:11 main:581] : INFO : Epoch 2046 | loss: 0.0311226 | val_loss: 0.0311695 | Time: 1661.78 ms [2021-09-29 20:53:13 main:581] : INFO : Epoch 2047 | loss: 0.0311262 | val_loss: 0.0311681 | Time: 1704.84 ms [2021-09-29 20:53:14 main:581] : INFO : Epoch 2048 | loss: 0.0311245 | val_loss: 0.0311708 | Time: 1703.07 ms [2021-09-29 20:53:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311708 [2021-09-29 20:53:14 main:610] : INFO : Saving end state to config to file [2021-09-29 20:53:14 main:615] : INFO : Success, exiting.. 20:53:14 (3841555): 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)