Task 3527912
| Name | ParityModified-1609262689-4181-1_1 |
| Workunit | 1727944 |
| Created | 4 Jan 2021, 16:29:26 UTC |
| Sent | 4 Jan 2021, 16:42:38 UTC |
| Report deadline | 11 Jan 2021, 16:42:38 UTC |
| Received | 5 Jan 2021, 0:32:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6577 |
| Run time | 1 hours 31 min 8 sec |
| CPU time | 41 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :10 main:574] : INFO : Epoch 1542 | loss: 0.0310148 | val_loss: 0.0312993 | Time: 3373.11 ms [2021-01-05 01:15:13 main:574] : INFO : Epoch 1543 | loss: 0.0310114 | val_loss: 0.0312937 | Time: 3384.24 ms [2021-01-05 01:15:17 main:574] : INFO : Epoch 1544 | loss: 0.0310156 | val_loss: 0.0312885 | Time: 3481.78 ms [2021-01-05 01:15:20 main:574] : INFO : Epoch 1545 | loss: 0.0310176 | val_loss: 0.0312927 | Time: 3433.05 ms [2021-01-05 01:15:24 main:574] : INFO : Epoch 1546 | loss: 0.0310149 | val_loss: 0.0313034 | Time: 4023.45 ms [2021-01-05 01:15:28 main:574] : INFO : Epoch 1547 | loss: 0.0310074 | val_loss: 0.0312903 | Time: 3389.6 ms [2021-01-05 01:15:31 main:574] : INFO : Epoch 1548 | loss: 0.0310095 | val_loss: 0.0312846 | Time: 3350.24 ms [2021-01-05 01:15:35 main:574] : INFO : Epoch 1549 | loss: 0.0310083 | val_loss: 0.0312947 | Time: 3605.75 ms [2021-01-05 01:15:39 main:574] : INFO : Epoch 1550 | loss: 0.0310149 | val_loss: 0.0313147 | Time: 3720.56 ms [2021-01-05 01:15:42 main:574] : INFO : Epoch 1551 | loss: 0.0310174 | val_loss: 0.0312856 | Time: 3407.59 ms [2021-01-05 01:15:46 main:574] : INFO : Epoch 1552 | loss: 0.0310164 | val_loss: 0.031273 | Time: 3551.58 ms [2021-01-05 01:15:49 main:574] : INFO : Epoch 1553 | loss: 0.0310144 | val_loss: 0.0312668 | Time: 3586.13 ms [2021-01-05 01:15:53 main:574] : INFO : Epoch 1554 | loss: 0.0310162 | val_loss: 0.0312945 | Time: 3552.81 ms [2021-01-05 01:15:57 main:574] : INFO : Epoch 1555 | loss: 0.0310126 | val_loss: 0.031299 | Time: 3863.79 ms [2021-01-05 01:16:00 main:574] : INFO : Epoch 1556 | loss: 0.0310249 | val_loss: 0.0312729 | Time: 3572.06 ms [2021-01-05 01:16:04 main:574] : INFO : Epoch 1557 | loss: 0.0310205 | val_loss: 0.031265 | Time: 3896.96 ms [2021-01-05 01:16:08 main:574] : INFO : Epoch 1558 | loss: 0.0310241 | val_loss: 0.0312743 | Time: 3389.79 ms [2021-01-05 01:16:11 main:574] : INFO : Epoch 1559 | loss: 0.0310182 | val_loss: 0.031273 | Time: 3619.6 ms [2021-01-05 01:16:15 main:574] : INFO : Epoch 1560 | loss: 0.0310128 | val_loss: 0.0312771 | Time: 3507.07 ms [2021-01-05 01:16:18 main:574] : INFO : Epoch 1561 | loss: 0.0310075 | val_loss: 0.0312896 | Time: 3426.4 ms [2021-01-05 01:16:22 main:574] : INFO : Epoch 1562 | loss: 0.0310099 | val_loss: 0.0312603 | Time: 3544.74 ms [2021-01-05 01:16:25 main:574] : INFO : Epoch 1563 | loss: 0.0310201 | val_loss: 0.0312818 | Time: 3372.55 ms [2021-01-05 01:16:29 main:574] : INFO : Epoch 1564 | loss: 0.0310188 | val_loss: 0.0312759 | Time: 3681.83 ms [2021-01-05 01:16:33 main:574] : INFO : Epoch 1565 | loss: 0.0310135 | val_loss: 0.0312922 | Time: 3675.52 ms [2021-01-05 01:16:36 main:574] : INFO : Epoch 1566 | loss: 0.0310169 | val_loss: 0.0312584 | Time: 3474.87 ms [2021-01-05 01:16:40 main:574] : INFO : Epoch 1567 | loss: 0.031197 | val_loss: 0.0312728 | Time: 3672.21 ms [2021-01-05 01:16:43 main:574] : INFO : Epoch 1568 | loss: 0.031222 | val_loss: 0.0312474 | Time: 3468.49 ms [2021-01-05 01:16:47 main:574] : INFO : Epoch 1569 | loss: 0.0311798 | val_loss: 0.0312008 | Time: 3570.13 ms [2021-01-05 01:16:50 main:574] : INFO : Epoch 1570 | loss: 0.0311553 | val_loss: 0.0311997 | Time: 3521.56 ms [2021-01-05 01:16:54 main:574] : INFO : Epoch 1571 | loss: 0.0311442 | val_loss: 0.0311929 | Time: 3599.82 ms [2021-01-05 01:16:58 main:574] : INFO : Epoch 1572 | loss: 0.0311343 | val_loss: 0.0311937 | Time: 3599.18 ms [2021-01-05 01:17:02 main:574] : INFO : Epoch 1573 | loss: 0.0311241 | val_loss: 0.0311979 | Time: 3676.16 ms [2021-01-05 01:17:05 main:574] : INFO : Epoch 1574 | loss: 0.0311199 | val_loss: 0.0312084 | Time: 3506.03 ms [2021-01-05 01:17:09 main:574] : INFO : Epoch 1575 | loss: 0.0311111 | val_loss: 0.0312126 | Time: 3291.64 ms [2021-01-05 01:17:12 main:574] : INFO : Epoch 1576 | loss: 0.031103 | val_loss: 0.0311994 | Time: 3391.25 ms [2021-01-05 01:17:16 main:574] : INFO : Epoch 1577 | loss: 0.0310953 | val_loss: 0.0312175 | Time: 3649.33 ms [2021-01-05 01:17:20 main:574] : INFO : Epoch 1578 | loss: 0.0310874 | val_loss: 0.0312111 | Time: 3388.51 ms [2021-01-05 01:17:23 main:574] : INFO : Epoch 1579 | loss: 0.0310831 | val_loss: 0.0312098 | Time: 3669.3 ms [2021-01-05 01:17:27 main:574] : INFO : Epoch 1580 | loss: 0.0310752 | val_loss: 0.0312275 | Time: 3512.12 ms [2021-01-05 01:17:31 main:574] : INFO : Epoch 1581 | loss: 0.0310747 | val_loss: 0.0312217 | Time: 3731.65 ms [2021-01-05 01:17:35 main:574] : INFO : Epoch 1582 | loss: 0.031069 | val_loss: 0.0312256 | Time: 3638.41 ms [2021-01-05 01:17:38 main:574] : INFO : Epoch 1583 | loss: 0.0310671 | val_loss: 0.0312178 | Time: 3392.37 ms [2021-01-05 01:17:41 main:574] : INFO : Epoch 1584 | loss: 0.0310654 | val_loss: 0.0312267 | Time: 3456.53 ms [2021-01-05 01:17:45 main:574] : INFO : Epoch 1585 | loss: 0.0310645 | val_loss: 0.0312263 | Time: 3334.56 ms [2021-01-05 01:17:49 main:574] : INFO : Epoch 1586 | loss: 0.0310589 | val_loss: 0.0312299 | Time: 3573.15 ms [2021-01-05 01:17:52 main:574] : INFO : Epoch 1587 | loss: 0.0310553 | val_loss: 0.0312406 | Time: 3589.42 ms [2021-01-05 01:17:56 main:574] : INFO : Epoch 1588 | loss: 0.0310507 | val_loss: 0.0312497 | Time: 3455.04 ms [2021-01-05 01:18:00 main:574] : INFO : Epoch 1589 | loss: 0.0310519 | val_loss: 0.031226 | Time: 3646.46 ms [2021-01-05 01:18:03 main:574] : INFO : Epoch 1590 | loss: 0.0310484 | val_loss: 0.0312408 | Time: 3614.44 ms [2021-01-05 01:18:07 main:574] : INFO : Epoch 1591 | loss: 0.0310452 | val_loss: 0.0312529 | Time: 3731.63 ms [2021-01-05 01:18:10 main:574] : INFO : Epoch 1592 | loss: 0.031044 | val_loss: 0.0312457 | Time: 3422.88 ms [2021-01-05 01:18:14 main:574] : INFO : Epoch 1593 | loss: 0.0310371 | val_loss: 0.0312452 | Time: 3542.78 ms [2021-01-05 01:18:17 main:574] : INFO : Epoch 1594 | loss: 0.031035 | val_loss: 0.0312758 | Time: 3463.98 ms [2021-01-05 01:18:21 main:574] : INFO : Epoch 1595 | loss: 0.0310335 | val_loss: 0.0312644 | Time: 3540.61 ms [2021-01-05 01:18:25 main:574] : INFO : Epoch 1596 | loss: 0.0310315 | val_loss: 0.0312439 | Time: 3434.56 ms [2021-01-05 01:18:28 main:574] : INFO : Epoch 1597 | loss: 0.0310285 | val_loss: 0.0312634 | Time: 3638.41 ms [2021-01-05 01:18:32 main:574] : INFO : Epoch 1598 | loss: 0.0310285 | val_loss: 0.0312739 | Time: 3803.34 ms [2021-01-05 01:18:35 main:574] : INFO : Epoch 1599 | loss: 0.0310268 | val_loss: 0.0312642 | Time: 3341.86 ms [2021-01-05 01:18:39 main:574] : INFO : Epoch 1600 | loss: 0.0310273 | val_loss: 0.031266 | Time: 3595.06 ms [2021-01-05 01:18:43 main:574] : INFO : Epoch 1601 | loss: 0.0310392 | val_loss: 0.0312581 | Time: 4032.06 ms [2021-01-05 01:18:47 main:574] : INFO : Epoch 1602 | loss: 0.0310317 | val_loss: 0.0312697 | Time: 3642.99 ms [2021-01-05 01:18:50 main:574] : INFO : Epoch 1603 | loss: 0.0310233 | val_loss: 0.0312858 | Time: 3724.53 ms [2021-01-05 01:18:54 main:574] : INFO : Epoch 1604 | loss: 0.0310205 | val_loss: 0.0312606 | Time: 3801.21 ms [2021-01-05 01:18:58 main:574] : INFO : Epoch 1605 | loss: 0.0310211 | val_loss: 0.0312368 | Time: 3677.24 ms [2021-01-05 01:19:01 main:574] : INFO : Epoch 1606 | loss: 0.0310206 | val_loss: 0.0312644 | Time: 3477.38 ms [2021-01-05 01:19:05 main:574] : INFO : Epoch 1607 | loss: 0.0310221 | val_loss: 0.031267 | Time: 3779.92 ms [2021-01-05 01:19:09 main:574] : INFO : Epoch 1608 | loss: 0.0310262 | val_loss: 0.0312492 | Time: 3678.21 ms [2021-01-05 01:19:12 main:574] : INFO : Epoch 1609 | loss: 0.0310279 | val_loss: 0.0312966 | Time: 3409.81 ms [2021-01-05 01:19:15 main:574] : INFO : Epoch 1610 | loss: 0.0310223 | val_loss: 0.031265 | Time: 2794.43 ms [2021-01-05 01:19:17 main:574] : INFO : Epoch 1611 | loss: 0.0310174 | val_loss: 0.0312775 | Time: 1691.16 ms [2021-01-05 01:19:19 main:574] : INFO : Epoch 1612 | loss: 0.0310218 | val_loss: 0.0312797 | Time: 1634.13 ms [2021-01-05 01:19:20 main:574] : INFO : Epoch 1613 | loss: 0.0310185 | val_loss: 0.0312667 | Time: 1666.71 ms [2021-01-05 01:19:29 main:574] : INFO : Epoch 1614 | loss: 0.0310171 | val_loss: 0.0312782 | Time: 8706.9 ms [2021-01-05 01:19:31 main:574] : INFO : Epoch 1615 | loss: 0.0310191 | val_loss: 0.0312871 | Time: 1598.7 ms [2021-01-05 01:19:32 main:574] : INFO : Epoch 1616 | loss: 0.0310142 | val_loss: 0.0312985 | Time: 1593.17 ms [2021-01-05 01:19:34 main:574] : INFO : Epoch 1617 | loss: 0.0310113 | val_loss: 0.031305 | Time: 1564.07 ms [2021-01-05 01:19:35 main:574] : INFO : Epoch 1618 | loss: 0.0310132 | val_loss: 0.0312832 | Time: 1596.35 ms [2021-01-05 01:19:37 main:574] : INFO : Epoch 1619 | loss: 0.031014 | val_loss: 0.0312822 | Time: 1573.61 ms [2021-01-05 01:19:38 main:574] : INFO : Epoch 1620 | loss: 0.0310126 | val_loss: 0.0312837 | Time: 1587.8 ms [2021-01-05 01:19:40 main:574] : INFO : Epoch 1621 | loss: 0.0310141 | val_loss: 0.0312681 | Time: 1585.19 ms [2021-01-05 01:19:42 main:574] : INFO : Epoch 1622 | loss: 0.0310197 | val_loss: 0.0312588 | Time: 1585.98 ms [2021-01-05 01:19:43 main:574] : INFO : Epoch 1623 | loss: 0.0310187 | val_loss: 0.0312783 | Time: 1550.65 ms [2021-01-05 01:19:45 main:574] : INFO : Epoch 1624 | loss: 0.0310251 | val_loss: 0.0312365 | Time: 1615.21 ms [2021-01-05 01:19:46 main:574] : INFO : Epoch 1625 | loss: 0.031026 | val_loss: 0.0312976 | Time: 1586.2 ms [2021-01-05 01:19:48 main:574] : INFO : Epoch 1626 | loss: 0.0310138 | val_loss: 0.0312905 | Time: 1599.96 ms [2021-01-05 01:19:50 main:574] : INFO : Epoch 1627 | loss: 0.0310074 | val_loss: 0.0312928 | Time: 1570.17 ms [2021-01-05 01:19:51 main:574] : INFO : Epoch 1628 | loss: 0.0310135 | val_loss: 0.0312726 | Time: 1586.18 ms [2021-01-05 01:19:53 main:574] : INFO : Epoch 1629 | loss: 0.031012 | val_loss: 0.0312876 | Time: 1563.15 ms [2021-01-05 01:19:54 main:574] : INFO : Epoch 1630 | loss: 0.0310144 | val_loss: 0.03126 | Time: 1548.2 ms [2021-01-05 01:19:56 main:574] : INFO : Epoch 1631 | loss: 0.0310124 | val_loss: 0.0313038 | Time: 1581.31 ms [2021-01-05 01:19:57 main:574] : INFO : Epoch 1632 | loss: 0.0310118 | val_loss: 0.03129 | Time: 1542.29 ms [2021-01-05 01:19:59 main:574] : INFO : Epoch 1633 | loss: 0.0310158 | val_loss: 0.0312513 | Time: 1587.37 ms [2021-01-05 01:20:01 main:574] : INFO : Epoch 1634 | loss: 0.0310175 | val_loss: 0.0312737 | Time: 1556.04 ms [2021-01-05 01:20:02 main:574] : INFO : Epoch 1635 | loss: 0.0310114 | val_loss: 0.0312877 | Time: 1587.85 ms [2021-01-05 01:20:04 main:574] : INFO : Epoch 1636 | loss: 0.0310147 | val_loss: 0.0312742 | Time: 1570.47 ms [2021-01-05 01:20:05 main:574] : INFO : Epoch 1637 | loss: 0.0310126 | val_loss: 0.0312715 | Time: 1588.76 ms [2021-01-05 01:20:07 main:574] : INFO : Epoch 1638 | loss: 0.0310124 | val_loss: 0.0312703 | Time: 1584.63 ms [2021-01-05 01:20:09 main:574] : INFO : Epoch 1639 | loss: 0.0310124 | val_loss: 0.0312829 | Time: 1591.19 ms [2021-01-05 01:20:10 main:574] : INFO : Epoch 1640 | loss: 0.0310132 | val_loss: 0.0312882 | Time: 1577.05 ms [2021-01-05 01:20:12 main:574] : INFO : Epoch 1641 | loss: 0.0310162 | val_loss: 0.0312732 | Time: 1601.77 ms [2021-01-05 01:20:13 main:574] : INFO : Epoch 1642 | loss: 0.0310112 | val_loss: 0.0312923 | Time: 1578.33 ms [2021-01-05 01:20:15 main:574] : INFO : Epoch 1643 | loss: 0.0310037 | val_loss: 0.0312906 | Time: 1587.18 ms [2021-01-05 01:20:17 main:574] : INFO : Epoch 1644 | loss: 0.0310053 | val_loss: 0.0313023 | Time: 1610.72 ms [2021-01-05 01:20:18 main:574] : INFO : Epoch 1645 | loss: 0.0310135 | val_loss: 0.0313006 | Time: 1574.32 ms [2021-01-05 01:20:20 main:574] : INFO : Epoch 1646 | loss: 0.0310131 | val_loss: 0.0312705 | Time: 1620.28 ms [2021-01-05 01:20:21 main:574] : INFO : Epoch 1647 | loss: 0.0310117 | val_loss: 0.031297 | Time: 1582.68 ms [2021-01-05 01:20:23 main:574] : INFO : Epoch 1648 | loss: 0.0310061 | val_loss: 0.0313031 | Time: 1588.24 ms [2021-01-05 01:20:25 main:574] : INFO : Epoch 1649 | loss: 0.0310144 | val_loss: 0.0312752 | Time: 1593.85 ms [2021-01-05 01:20:26 main:574] : INFO : Epoch 1650 | loss: 0.0310109 | val_loss: 0.0312564 | Time: 1592.58 ms [2021-01-05 01:20:28 main:574] : INFO : Epoch 1651 | loss: 0.0310121 | val_loss: 0.0312826 | Time: 1585.78 ms [2021-01-05 01:20:29 main:574] : INFO : Epoch 1652 | loss: 0.0310119 | val_loss: 0.031272 | Time: 1592.27 ms [2021-01-05 01:20:31 main:574] : INFO : Epoch 1653 | loss: 0.03101 | val_loss: 0.0312863 | Time: 1543.48 ms [2021-01-05 01:20:32 main:574] : INFO : Epoch 1654 | loss: 0.0310144 | val_loss: 0.0312814 | Time: 1579.74 ms [2021-01-05 01:20:34 main:574] : INFO : Epoch 1655 | loss: 0.0310135 | val_loss: 0.0312686 | Time: 1579.74 ms [2021-01-05 01:20:36 main:574] : INFO : Epoch 1656 | loss: 0.0310087 | val_loss: 0.0312998 | Time: 1596.15 ms [2021-01-05 01:20:37 main:574] : INFO : Epoch 1657 | loss: 0.0310152 | val_loss: 0.0312854 | Time: 1544.87 ms [2021-01-05 01:20:39 main:574] : INFO : Epoch 1658 | loss: 0.031007 | val_loss: 0.0312969 | Time: 1609.95 ms [2021-01-05 01:20:40 main:574] : INFO : Epoch 1659 | loss: 0.0310062 | val_loss: 0.0312968 | Time: 1584.46 ms [2021-01-05 01:20:42 main:574] : INFO : Epoch 1660 | loss: 0.031017 | val_loss: 0.0312777 | Time: 1583.22 ms [2021-01-05 01:20:44 main:574] : INFO : Epoch 1661 | loss: 0.0310046 | val_loss: 0.0312849 | Time: 1601.5 ms [2021-01-05 01:20:45 main:574] : INFO : Epoch 1662 | loss: 0.0310028 | val_loss: 0.0312878 | Time: 1569.77 ms [2021-01-05 01:20:47 main:574] : INFO : Epoch 1663 | loss: 0.031006 | val_loss: 0.0313072 | Time: 1573.41 ms [2021-01-05 01:20:48 main:574] : INFO : Epoch 1664 | loss: 0.0310105 | val_loss: 0.0312936 | Time: 1577.23 ms [2021-01-05 01:20:50 main:574] : INFO : Epoch 1665 | loss: 0.0310051 | val_loss: 0.031283 | Time: 1611.72 ms [2021-01-05 01:20:52 main:574] : INFO : Epoch 1666 | loss: 0.0310043 | val_loss: 0.0313059 | Time: 1592.31 ms [2021-01-05 01:20:53 main:574] : INFO : Epoch 1667 | loss: 0.0309987 | val_loss: 0.0313058 | Time: 1581.07 ms [2021-01-05 01:20:55 main:574] : INFO : Epoch 1668 | loss: 0.0310136 | val_loss: 0.0312724 | Time: 1565.76 ms [2021-01-05 01:20:56 main:574] : INFO : Epoch 1669 | loss: 0.0310144 | val_loss: 0.0312728 | Time: 1588.77 ms [2021-01-05 01:20:58 main:574] : INFO : Epoch 1670 | loss: 0.0310036 | val_loss: 0.0312785 | Time: 1585.07 ms [2021-01-05 01:21:00 main:574] : INFO : Epoch 1671 | loss: 0.0310046 | val_loss: 0.0312965 | Time: 1593.49 ms [2021-01-05 01:21:01 main:574] : INFO : Epoch 1672 | loss: 0.0310075 | val_loss: 0.0313023 | Time: 1574.91 ms [2021-01-05 01:21:03 main:574] : INFO : Epoch 1673 | loss: 0.0310089 | val_loss: 0.0313173 | Time: 1578.76 ms [2021-01-05 01:21:04 main:574] : INFO : Epoch 1674 | loss: 0.0310023 | val_loss: 0.0313132 | Time: 1574.52 ms [2021-01-05 01:21:06 main:574] : INFO : Epoch 1675 | loss: 0.0309959 | val_loss: 0.0312902 | Time: 1562.01 ms [2021-01-05 01:21:07 main:574] : INFO : Epoch 1676 | loss: 0.0310045 | val_loss: 0.0313085 | Time: 1550.48 ms [2021-01-05 01:21:09 main:574] : INFO : Epoch 1677 | loss: 0.0310017 | val_loss: 0.0313106 | Time: 1594.6 ms [2021-01-05 01:21:11 main:574] : INFO : Epoch 1678 | loss: 0.0310092 | val_loss: 0.0313011 | Time: 1576.96 ms [2021-01-05 01:21:12 main:574] : INFO : Epoch 1679 | loss: 0.0310146 | val_loss: 0.0312821 | Time: 1568.86 ms [2021-01-05 01:21:14 main:574] : INFO : Epoch 1680 | loss: 0.0310072 | val_loss: 0.0313056 | Time: 1564.41 ms [2021-01-05 01:21:15 main:574] : INFO : Epoch 1681 | loss: 0.0310034 | val_loss: 0.031312 | Time: 1567.09 ms [2021-01-05 01:21:17 main:574] : INFO : Epoch 1682 | loss: 0.0310072 | val_loss: 0.0312942 | Time: 1559.31 ms [2021-01-05 01:21:18 main:574] : INFO : Epoch 1683 | loss: 0.0310079 | val_loss: 0.03129 | Time: 1543.8 ms [2021-01-05 01:21:20 main:574] : INFO : Epoch 1684 | loss: 0.0310005 | val_loss: 0.0312867 | Time: 1582.43 ms [2021-01-05 01:21:22 main:574] : INFO : Epoch 1685 | loss: 0.0310027 | val_loss: 0.0312904 | Time: 1566.17 ms [2021-01-05 01:21:23 main:574] : INFO : Epoch 1686 | loss: 0.0310038 | val_loss: 0.0312931 | Time: 1576.72 ms [2021-01-05 01:21:25 main:574] : INFO : Epoch 1687 | loss: 0.0310046 | val_loss: 0.0313519 | Time: 1565.58 ms [2021-01-05 01:21:26 main:574] : INFO : Epoch 1688 | loss: 0.0310161 | val_loss: 0.0312654 | Time: 1571.39 ms [2021-01-05 01:21:28 main:574] : INFO : Epoch 1689 | loss: 0.0310072 | val_loss: 0.0312832 | Time: 1562.49 ms [2021-01-05 01:21:30 main:574] : INFO : Epoch 1690 | loss: 0.0310082 | val_loss: 0.0312837 | Time: 1592.98 ms [2021-01-05 01:21:31 main:574] : INFO : Epoch 1691 | loss: 0.0310069 | val_loss: 0.0312834 | Time: 1587.52 ms [2021-01-05 01:21:33 main:574] : INFO : Epoch 1692 | loss: 0.0309971 | val_loss: 0.0313082 | Time: 1563.66 ms [2021-01-05 01:21:34 main:574] : INFO : Epoch 1693 | loss: 0.0310007 | val_loss: 0.031273 | Time: 1590.85 ms [2021-01-05 01:21:36 main:574] : INFO : Epoch 1694 | loss: 0.0310018 | val_loss: 0.0312849 | Time: 1544.56 ms [2021-01-05 01:21:37 main:574] : INFO : Epoch 1695 | loss: 0.031002 | val_loss: 0.0312759 | Time: 1577.88 ms [2021-01-05 01:21:39 main:574] : INFO : Epoch 1696 | loss: 0.0310095 | val_loss: 0.0312719 | Time: 1571.84 ms [2021-01-05 01:21:41 main:574] : INFO : Epoch 1697 | loss: 0.0310133 | val_loss: 0.0312712 | Time: 1580.79 ms [2021-01-05 01:21:42 main:574] : INFO : Epoch 1698 | loss: 0.0310087 | val_loss: 0.0312894 | Time: 1582.24 ms [2021-01-05 01:21:44 main:574] : INFO : Epoch 1699 | loss: 0.0310006 | val_loss: 0.031301 | Time: 1567.52 ms [2021-01-05 01:21:45 main:574] : INFO : Epoch 1700 | loss: 0.0310021 | val_loss: 0.0312919 | Time: 1561.39 ms [2021-01-05 01:21:47 main:574] : INFO : Epoch 1701 | loss: 0.0310067 | val_loss: 0.0312919 | Time: 1571.56 ms [2021-01-05 01:21:49 main:574] : INFO : Epoch 1702 | loss: 0.0310044 | val_loss: 0.0313006 | Time: 1591.59 ms [2021-01-05 01:21:50 main:574] : INFO : Epoch 1703 | loss: 0.030997 | val_loss: 0.0312609 | Time: 1588.41 ms [2021-01-05 01:21:52 main:574] : INFO : Epoch 1704 | loss: 0.0310082 | val_loss: 0.0312871 | Time: 1591.21 ms [2021-01-05 01:21:53 main:574] : INFO : Epoch 1705 | loss: 0.031005 | val_loss: 0.031288 | Time: 1564.06 ms [2021-01-05 01:21:55 main:574] : INFO : Epoch 1706 | loss: 0.030997 | val_loss: 0.0312787 | Time: 1572.2 ms [2021-01-05 01:21:56 main:574] : INFO : Epoch 1707 | loss: 0.0310143 | val_loss: 0.03131 | Time: 1544.32 ms [2021-01-05 01:21:58 main:574] : INFO : Epoch 1708 | loss: 0.0310082 | val_loss: 0.0312986 | Time: 1600.14 ms [2021-01-05 01:22:00 main:574] : INFO : Epoch 1709 | loss: 0.0310118 | val_loss: 0.0312801 | Time: 1580.54 ms [2021-01-05 01:22:01 main:574] : INFO : Epoch 1710 | loss: 0.031009 | val_loss: 0.0312931 | Time: 1562.35 ms [2021-01-05 01:22:03 main:574] : INFO : Epoch 1711 | loss: 0.0310078 | val_loss: 0.0312843 | Time: 1559.99 ms [2021-01-05 01:22:04 main:574] : INFO : Epoch 1712 | loss: 0.0310058 | val_loss: 0.0312749 | Time: 1589.93 ms [2021-01-05 01:22:06 main:574] : INFO : Epoch 1713 | loss: 0.0310018 | val_loss: 0.0312985 | Time: 1556.81 ms [2021-01-05 01:22:08 main:574] : INFO : Epoch 1714 | loss: 0.0310058 | val_loss: 0.0312969 | Time: 1599.77 ms [2021-01-05 01:22:09 main:574] : INFO : Epoch 1715 | loss: 0.0310069 | val_loss: 0.0313204 | Time: 1579.76 ms [2021-01-05 01:22:11 main:574] : INFO : Epoch 1716 | loss: 0.0310075 | val_loss: 0.0312656 | Time: 1589.36 ms [2021-01-05 01:22:12 main:574] : INFO : Epoch 1717 | loss: 0.0310035 | val_loss: 0.0312974 | Time: 1589.47 ms [2021-01-05 01:22:14 main:574] : INFO : Epoch 1718 | loss: 0.0310083 | val_loss: 0.0312945 | Time: 1587.43 ms [2021-01-05 01:22:15 main:574] : INFO : Epoch 1719 | loss: 0.0310004 | val_loss: 0.0312997 | Time: 1568.06 ms [2021-01-05 01:22:17 main:574] : INFO : Epoch 1720 | loss: 0.0310039 | val_loss: 0.0312928 | Time: 1574.12 ms [2021-01-05 01:22:19 main:574] : INFO : Epoch 1721 | loss: 0.0310099 | val_loss: 0.0312815 | Time: 1575.04 ms [2021-01-05 01:22:20 main:574] : INFO : Epoch 1722 | loss: 0.0310139 | val_loss: 0.0312556 | Time: 1583.77 ms [2021-01-05 01:22:22 main:574] : INFO : Epoch 1723 | loss: 0.0310128 | val_loss: 0.0313134 | Time: 1563.67 ms [2021-01-05 01:22:23 main:574] : INFO : Epoch 1724 | loss: 0.0309988 | val_loss: 0.0312821 | Time: 1613.38 ms [2021-01-05 01:22:25 main:574] : INFO : Epoch 1725 | loss: 0.0309978 | val_loss: 0.031303 | Time: 1575.14 ms [2021-01-05 01:22:27 main:574] : INFO : Epoch 1726 | loss: 0.0309981 | val_loss: 0.0312971 | Time: 1586.33 ms [2021-01-05 01:22:28 main:574] : INFO : Epoch 1727 | loss: 0.0310047 | val_loss: 0.0312774 | Time: 1566.38 ms [2021-01-05 01:22:30 main:574] : INFO : Epoch 1728 | loss: 0.0310163 | val_loss: 0.0313035 | Time: 1579.51 ms [2021-01-05 01:22:31 main:574] : INFO : Epoch 1729 | loss: 0.0310096 | val_loss: 0.0312656 | Time: 1554.58 ms [2021-01-05 01:22:33 main:574] : INFO : Epoch 1730 | loss: 0.031015 | val_loss: 0.0313225 | Time: 1563.02 ms [2021-01-05 01:22:34 main:574] : INFO : Epoch 1731 | loss: 0.0310018 | val_loss: 0.0312894 | Time: 1572.41 ms [2021-01-05 01:22:36 main:574] : INFO : Epoch 1732 | loss: 0.0310056 | val_loss: 0.0312696 | Time: 1580.82 ms [2021-01-05 01:22:38 main:574] : INFO : Epoch 1733 | loss: 0.0310053 | val_loss: 0.0312707 | Time: 1591.2 ms [2021-01-05 01:22:39 main:574] : INFO : Epoch 1734 | loss: 0.030999 | val_loss: 0.0312732 | Time: 1557.06 ms [2021-01-05 01:22:41 main:574] : INFO : Epoch 1735 | loss: 0.0310106 | val_loss: 0.0312787 | Time: 1578.28 ms [2021-01-05 01:22:42 main:574] : INFO : Epoch 1736 | loss: 0.0310037 | val_loss: 0.0312979 | Time: 1589.98 ms [2021-01-05 01:22:44 main:574] : INFO : Epoch 1737 | loss: 0.030999 | val_loss: 0.0313017 | Time: 1586.54 ms [2021-01-05 01:22:46 main:574] : INFO : Epoch 1738 | loss: 0.0309981 | val_loss: 0.0312883 | Time: 1590.38 ms [2021-01-05 01:22:47 main:574] : INFO : Epoch 1739 | loss: 0.0310074 | val_loss: 0.0312797 | Time: 1587.67 ms [2021-01-05 01:22:49 main:574] : INFO : Epoch 1740 | loss: 0.0310048 | val_loss: 0.0313043 | Time: 1592.31 ms [2021-01-05 01:22:50 main:574] : INFO : Epoch 1741 | loss: 0.030999 | val_loss: 0.0312964 | Time: 1615.26 ms [2021-01-05 01:22:52 main:574] : INFO : Epoch 1742 | loss: 0.0310031 | val_loss: 0.0312986 | Time: 1583.61 ms [2021-01-05 01:22:54 main:574] : INFO : Epoch 1743 | loss: 0.031 | val_loss: 0.0313139 | Time: 1567.09 ms [2021-01-05 01:22:55 main:574] : INFO : Epoch 1744 | loss: 0.0310021 | val_loss: 0.031303 | Time: 1564.3 ms [2021-01-05 01:22:57 main:574] : INFO : Epoch 1745 | loss: 0.0310034 | val_loss: 0.0312718 | Time: 1563.63 ms [2021-01-05 01:22:58 main:574] : INFO : Epoch 1746 | loss: 0.0310019 | val_loss: 0.0313149 | Time: 1643.05 ms [2021-01-05 01:23:00 main:574] : INFO : Epoch 1747 | loss: 0.0309997 | val_loss: 0.0312879 | Time: 1728.67 ms [2021-01-05 01:23:02 main:574] : INFO : Epoch 1748 | loss: 0.0309965 | val_loss: 0.0312939 | Time: 1708.5 ms [2021-01-05 01:23:04 main:574] : INFO : Epoch 1749 | loss: 0.0309982 | val_loss: 0.031264 | Time: 1728.56 ms [2021-01-05 01:23:05 main:574] : INFO : Epoch 1750 | loss: 0.031003 | val_loss: 0.0313043 | Time: 1710.96 ms [2021-01-05 01:23:07 main:574] : INFO : Epoch 1751 | loss: 0.0310122 | val_loss: 0.0312698 | Time: 1748.42 ms [2021-01-05 01:23:09 main:574] : INFO : Epoch 1752 | loss: 0.0310152 | val_loss: 0.0312677 | Time: 1709.82 ms [2021-01-05 01:23:11 main:574] : INFO : Epoch 1753 | loss: 0.0310034 | val_loss: 0.0312915 | Time: 1804.08 ms [2021-01-05 01:23:12 main:574] : INFO : Epoch 1754 | loss: 0.0309953 | val_loss: 0.0312898 | Time: 1719.87 ms [2021-01-05 01:23:14 main:574] : INFO : Epoch 1755 | loss: 0.0309944 | val_loss: 0.0313077 | Time: 1705.76 ms [2021-01-05 01:23:16 main:574] : INFO : Epoch 1756 | loss: 0.0309944 | val_loss: 0.0312794 | Time: 1768.36 ms [2021-01-05 01:23:18 main:574] : INFO : Epoch 1757 | loss: 0.0309934 | val_loss: 0.0312926 | Time: 1718.48 ms [2021-01-05 01:23:19 main:574] : INFO : Epoch 1758 | loss: 0.0309971 | val_loss: 0.031326 | Time: 1734.82 ms [2021-01-05 01:23:21 main:574] : INFO : Epoch 1759 | loss: 0.0310039 | val_loss: 0.031299 | Time: 1744.7 ms [2021-01-05 01:23:23 main:574] : INFO : Epoch 1760 | loss: 0.0309933 | val_loss: 0.0313055 | Time: 1743.61 ms [2021-01-05 01:23:25 main:574] : INFO : Epoch 1761 | loss: 0.0310003 | val_loss: 0.031324 | Time: 1770.19 ms [2021-01-05 01:23:26 main:574] : INFO : Epoch 1762 | loss: 0.0309993 | val_loss: 0.0312906 | Time: 1767.38 ms [2021-01-05 01:23:28 main:574] : INFO : Epoch 1763 | loss: 0.0310058 | val_loss: 0.0312814 | Time: 1779.08 ms [2021-01-05 01:23:30 main:574] : INFO : Epoch 1764 | loss: 0.0310098 | val_loss: 0.0312879 | Time: 1741.95 ms [2021-01-05 01:23:32 main:574] : INFO : Epoch 1765 | loss: 0.0310047 | val_loss: 0.0313013 | Time: 1679.65 ms [2021-01-05 01:23:33 main:574] : INFO : Epoch 1766 | loss: 0.0310021 | val_loss: 0.0313069 | Time: 1788.15 ms [2021-01-05 01:23:35 main:574] : INFO : Epoch 1767 | loss: 0.0309969 | val_loss: 0.0312738 | Time: 1827.13 ms [2021-01-05 01:23:37 main:574] : INFO : Epoch 1768 | loss: 0.0310009 | val_loss: 0.0312889 | Time: 1672.98 ms [2021-01-05 01:23:39 main:574] : INFO : Epoch 1769 | loss: 0.0309958 | val_loss: 0.0312965 | Time: 1719.98 ms [2021-01-05 01:23:40 main:574] : INFO : Epoch 1770 | loss: 0.0310109 | val_loss: 0.0313067 | Time: 1718.43 ms [2021-01-05 01:23:42 main:574] : INFO : Epoch 1771 | loss: 0.0310098 | val_loss: 0.031287 | Time: 1773.16 ms [2021-01-05 01:23:44 main:574] : INFO : Epoch 1772 | loss: 0.0309979 | val_loss: 0.0313277 | Time: 1769.45 ms [2021-01-05 01:23:46 main:574] : INFO : Epoch 1773 | loss: 0.0309953 | val_loss: 0.0312899 | Time: 1721.29 ms [2021-01-05 01:23:47 main:574] : INFO : Epoch 1774 | loss: 0.0310044 | val_loss: 0.0313008 | Time: 1713.8 ms [2021-01-05 01:23:49 main:574] : INFO : Epoch 1775 | loss: 0.031003 | val_loss: 0.0312838 | Time: 1725.06 ms [2021-01-05 01:23:51 main:574] : INFO : Epoch 1776 | loss: 0.0309957 | val_loss: 0.0312932 | Time: 1660.43 ms [2021-01-05 01:23:53 main:574] : INFO : Epoch 1777 | loss: 0.0309981 | val_loss: 0.0312711 | Time: 1807.19 ms [2021-01-05 01:23:54 main:574] : INFO : Epoch 1778 | loss: 0.0310024 | val_loss: 0.0312992 | Time: 1715.59 ms [2021-01-05 01:23:56 main:574] : INFO : Epoch 1779 | loss: 0.0309987 | val_loss: 0.0313103 | Time: 1788.17 ms [2021-01-05 01:23:58 main:574] : INFO : Epoch 1780 | loss: 0.0309992 | val_loss: 0.0312931 | Time: 1727.11 ms [2021-01-05 01:24:00 main:574] : INFO : Epoch 1781 | loss: 0.0310004 | val_loss: 0.0312791 | Time: 1725.16 ms [2021-01-05 01:24:02 main:574] : INFO : Epoch 1782 | loss: 0.0309999 | val_loss: 0.0312804 | Time: 1763.95 ms [2021-01-05 01:24:03 main:574] : INFO : Epoch 1783 | loss: 0.0310057 | val_loss: 0.0312846 | Time: 1650.28 ms [2021-01-05 01:24:05 main:574] : INFO : Epoch 1784 | loss: 0.0309953 | val_loss: 0.0313044 | Time: 1713.35 ms [2021-01-05 01:24:07 main:574] : INFO : Epoch 1785 | loss: 0.0310003 | val_loss: 0.0312944 | Time: 1725.1 ms [2021-01-05 01:24:09 main:574] : INFO : Epoch 1786 | loss: 0.0309985 | val_loss: 0.0312902 | Time: 1716.55 ms [2021-01-05 01:24:10 main:574] : INFO : Epoch 1787 | loss: 0.0310019 | val_loss: 0.0312797 | Time: 1775.44 ms [2021-01-05 01:24:12 main:574] : INFO : Epoch 1788 | loss: 0.0309984 | val_loss: 0.0312832 | Time: 1827.73 ms [2021-01-05 01:24:14 main:574] : INFO : Epoch 1789 | loss: 0.0309986 | val_loss: 0.0313019 | Time: 1652.53 ms [2021-01-05 01:24:16 main:574] : INFO : Epoch 1790 | loss: 0.0310001 | val_loss: 0.0312863 | Time: 1746.39 ms [2021-01-05 01:24:17 main:574] : INFO : Epoch 1791 | loss: 0.0309937 | val_loss: 0.031324 | Time: 1781.65 ms [2021-01-05 01:24:19 main:574] : INFO : Epoch 1792 | loss: 0.0309954 | val_loss: 0.0313296 | Time: 1664.27 ms [2021-01-05 01:24:21 main:574] : INFO : Epoch 1793 | loss: 0.0310036 | val_loss: 0.0312906 | Time: 1710.44 ms [2021-01-05 01:24:22 main:574] : INFO : Epoch 1794 | loss: 0.0310033 | val_loss: 0.0312964 | Time: 1707.99 ms [2021-01-05 01:24:24 main:574] : INFO : Epoch 1795 | loss: 0.0310041 | val_loss: 0.0312785 | Time: 1712.95 ms [2021-01-05 01:24:26 main:574] : INFO : Epoch 1796 | loss: 0.0309977 | val_loss: 0.0312913 | Time: 1737.24 ms [2021-01-05 01:24:28 main:574] : INFO : Epoch 1797 | loss: 0.0309948 | val_loss: 0.0312825 | Time: 1661.99 ms [2021-01-05 01:24:29 main:574] : INFO : Epoch 1798 | loss: 0.0309907 | val_loss: 0.0312799 | Time: 1697.33 ms [2021-01-05 01:24:31 main:574] : INFO : Epoch 1799 | loss: 0.030993 | val_loss: 0.0312977 | Time: 1688.38 ms [2021-01-05 01:24:33 main:574] : INFO : Epoch 1800 | loss: 0.0309911 | val_loss: 0.0313035 | Time: 1741.69 ms [2021-01-05 01:24:35 main:574] : INFO : Epoch 1801 | loss: 0.0309979 | val_loss: 0.031299 | Time: 1744.28 ms [2021-01-05 01:24:36 main:574] : INFO : Epoch 1802 | loss: 0.0309945 | val_loss: 0.0313131 | Time: 1746.81 ms [2021-01-05 01:24:38 main:574] : INFO : Epoch 1803 | loss: 0.0310013 | val_loss: 0.0312865 | Time: 1796.51 ms [2021-01-05 01:24:40 main:574] : INFO : Epoch 1804 | loss: 0.0310044 | val_loss: 0.0313037 | Time: 1797.7 ms [2021-01-05 01:24:42 main:574] : INFO : Epoch 1805 | loss: 0.03101 | val_loss: 0.0312915 | Time: 1707.45 ms [2021-01-05 01:24:44 main:574] : INFO : Epoch 1806 | loss: 0.0310011 | val_loss: 0.0312877 | Time: 1706.25 ms [2021-01-05 01:24:45 main:574] : INFO : Epoch 1807 | loss: 0.0309984 | val_loss: 0.0312872 | Time: 1743.54 ms [2021-01-05 01:24:47 main:574] : INFO : Epoch 1808 | loss: 0.0310012 | val_loss: 0.0312923 | Time: 1682.3 ms [2021-01-05 01:24:49 main:574] : INFO : Epoch 1809 | loss: 0.0309942 | val_loss: 0.0313024 | Time: 1736.47 ms [2021-01-05 01:24:50 main:574] : INFO : Epoch 1810 | loss: 0.030992 | val_loss: 0.0312934 | Time: 1658.79 ms [2021-01-05 01:24:52 main:574] : INFO : Epoch 1811 | loss: 0.0309922 | val_loss: 0.0313168 | Time: 1764.08 ms [2021-01-05 01:24:54 main:574] : INFO : Epoch 1812 | loss: 0.0309914 | val_loss: 0.0313101 | Time: 1740.78 ms [2021-01-05 01:24:56 main:574] : INFO : Epoch 1813 | loss: 0.0309896 | val_loss: 0.0313055 | Time: 1784.19 ms [2021-01-05 01:24:57 main:574] : INFO : Epoch 1814 | loss: 0.0309964 | val_loss: 0.031303 | Time: 1718.11 ms [2021-01-05 01:24:59 main:574] : INFO : Epoch 1815 | loss: 0.0309948 | val_loss: 0.0312863 | Time: 1823 ms [2021-01-05 01:25:01 main:574] : INFO : Epoch 1816 | loss: 0.0309906 | val_loss: 0.0313038 | Time: 1719.42 ms [2021-01-05 01:25:03 main:574] : INFO : Epoch 1817 | loss: 0.0309892 | val_loss: 0.0312914 | Time: 1750.49 ms [2021-01-05 01:25:05 main:574] : INFO : Epoch 1818 | loss: 0.0309923 | val_loss: 0.0312965 | Time: 1782.99 ms [2021-01-05 01:25:06 main:574] : INFO : Epoch 1819 | loss: 0.0310011 | val_loss: 0.0313083 | Time: 1749.76 ms [2021-01-05 01:25:08 main:574] : INFO : Epoch 1820 | loss: 0.0309988 | val_loss: 0.0313175 | Time: 1693.15 ms [2021-01-05 01:25:10 main:574] : INFO : Epoch 1821 | loss: 0.0310005 | val_loss: 0.0312984 | Time: 1735.81 ms [2021-01-05 01:25:12 main:574] : INFO : Epoch 1822 | loss: 0.0309912 | val_loss: 0.031291 | Time: 1752.32 ms [2021-01-05 01:25:13 main:574] : INFO : Epoch 1823 | loss: 0.0309996 | val_loss: 0.0312698 | Time: 1713.76 ms [2021-01-05 01:25:15 main:574] : INFO : Epoch 1824 | loss: 0.030992 | val_loss: 0.0312781 | Time: 1639.82 ms [2021-01-05 01:25:17 main:574] : INFO : Epoch 1825 | loss: 0.0309969 | val_loss: 0.0312875 | Time: 1723.59 ms [2021-01-05 01:25:18 main:574] : INFO : Epoch 1826 | loss: 0.030993 | val_loss: 0.0313053 | Time: 1687.48 ms [2021-01-05 01:25:20 main:574] : INFO : Epoch 1827 | loss: 0.030994 | val_loss: 0.0313085 | Time: 1707.35 ms [2021-01-05 01:25:22 main:574] : INFO : Epoch 1828 | loss: 0.0309907 | val_loss: 0.0313033 | Time: 1722.33 ms [2021-01-05 01:25:24 main:574] : INFO : Epoch 1829 | loss: 0.0309965 | val_loss: 0.0313339 | Time: 1842.5 ms [2021-01-05 01:25:25 main:574] : INFO : Epoch 1830 | loss: 0.0309897 | val_loss: 0.0313107 | Time: 1646.38 ms [2021-01-05 01:25:27 main:574] : INFO : Epoch 1831 | loss: 0.0309938 | val_loss: 0.0312745 | Time: 1687.14 ms [2021-01-05 01:25:29 main:574] : INFO : Epoch 1832 | loss: 0.0310065 | val_loss: 0.0312927 | Time: 1773.07 ms [2021-01-05 01:25:31 main:574] : INFO : Epoch 1833 | loss: 0.0309986 | val_loss: 0.0313013 | Time: 1780.2 ms [2021-01-05 01:25:32 main:574] : INFO : Epoch 1834 | loss: 0.0310092 | val_loss: 0.0313352 | Time: 1683.12 ms [2021-01-05 01:25:34 main:574] : INFO : Epoch 1835 | loss: 0.0310116 | val_loss: 0.0313003 | Time: 1741.6 ms [2021-01-05 01:25:36 main:574] : INFO : Epoch 1836 | loss: 0.031007 | val_loss: 0.0312946 | Time: 1786.34 ms [2021-01-05 01:25:38 main:574] : INFO : Epoch 1837 | loss: 0.0310069 | val_loss: 0.0313254 | Time: 1765.02 ms [2021-01-05 01:25:40 main:574] : INFO : Epoch 1838 | loss: 0.0309957 | val_loss: 0.031312 | Time: 1737.2 ms [2021-01-05 01:25:41 main:574] : INFO : Epoch 1839 | loss: 0.0309979 | val_loss: 0.0312927 | Time: 1711.18 ms [2021-01-05 01:25:43 main:574] : INFO : Epoch 1840 | loss: 0.0309926 | val_loss: 0.0313065 | Time: 1736.49 ms [2021-01-05 01:25:45 main:574] : INFO : Epoch 1841 | loss: 0.0309862 | val_loss: 0.0312847 | Time: 1761.3 ms [2021-01-05 01:25:47 main:574] : INFO : Epoch 1842 | loss: 0.0309909 | val_loss: 0.0312914 | Time: 1721.53 ms [2021-01-05 01:25:48 main:574] : INFO : Epoch 1843 | loss: 0.0309974 | val_loss: 0.0312784 | Time: 1723.69 ms [2021-01-05 01:25:50 main:574] : INFO : Epoch 1844 | loss: 0.0309938 | val_loss: 0.0312678 | Time: 1730.79 ms [2021-01-05 01:25:52 main:574] : INFO : Epoch 1845 | loss: 0.0310033 | val_loss: 0.0312941 | Time: 1787.33 ms [2021-01-05 01:25:54 main:574] : INFO : Epoch 1846 | loss: 0.0310101 | val_loss: 0.0312652 | Time: 1755.86 ms [2021-01-05 01:25:56 main:574] : INFO : Epoch 1847 | loss: 0.0310159 | val_loss: 0.0313329 | Time: 1869.31 ms [2021-01-05 01:25:57 main:574] : INFO : Epoch 1848 | loss: 0.031004 | val_loss: 0.031297 | Time: 1721.43 ms [2021-01-05 01:25:59 main:574] : INFO : Epoch 1849 | loss: 0.0310005 | val_loss: 0.0312728 | Time: 1692 ms [2021-01-05 01:26:01 main:574] : INFO : Epoch 1850 | loss: 0.0310117 | val_loss: 0.0312847 | Time: 1763.83 ms [2021-01-05 01:26:03 main:574] : INFO : Epoch 1851 | loss: 0.0310028 | val_loss: 0.0312877 | Time: 1732.58 ms [2021-01-05 01:26:04 main:574] : INFO : Epoch 1852 | loss: 0.0310069 | val_loss: 0.0312742 | Time: 1800.43 ms [2021-01-05 01:26:06 main:574] : INFO : Epoch 1853 | loss: 0.0309963 | val_loss: 0.0313054 | Time: 1639.81 ms [2021-01-05 01:26:08 main:574] : INFO : Epoch 1854 | loss: 0.0309899 | val_loss: 0.0313032 | Time: 1669.67 ms [2021-01-05 01:26:09 main:574] : INFO : Epoch 1855 | loss: 0.0309935 | val_loss: 0.0313132 | Time: 1711.46 ms [2021-01-05 01:26:11 main:574] : INFO : Epoch 1856 | loss: 0.0309932 | val_loss: 0.0312936 | Time: 1697.22 ms [2021-01-05 01:26:13 main:574] : INFO : Epoch 1857 | loss: 0.030998 | val_loss: 0.0312935 | Time: 1772.46 ms [2021-01-05 01:26:15 main:574] : INFO : Epoch 1858 | loss: 0.0309977 | val_loss: 0.031288 | Time: 1793.01 ms [2021-01-05 01:26:16 main:574] : INFO : Epoch 1859 | loss: 0.0309954 | val_loss: 0.031303 | Time: 1723.87 ms [2021-01-05 01:26:18 main:574] : INFO : Epoch 1860 | loss: 0.0309954 | val_loss: 0.0313202 | Time: 1729.33 ms [2021-01-05 01:26:20 main:574] : INFO : Epoch 1861 | loss: 0.0310024 | val_loss: 0.0312844 | Time: 1777.6 ms [2021-01-05 01:26:22 main:574] : INFO : Epoch 1862 | loss: 0.0310104 | val_loss: 0.031279 | Time: 1793.67 ms [2021-01-05 01:26:24 main:574] : INFO : Epoch 1863 | loss: 0.0310015 | val_loss: 0.0312995 | Time: 1749.85 ms [2021-01-05 01:26:25 main:574] : INFO : Epoch 1864 | loss: 0.0309906 | val_loss: 0.0312988 | Time: 1732.06 ms [2021-01-05 01:26:27 main:574] : INFO : Epoch 1865 | loss: 0.030998 | val_loss: 0.0313013 | Time: 1722.8 ms [2021-01-05 01:26:29 main:574] : INFO : Epoch 1866 | loss: 0.030994 | val_loss: 0.0313248 | Time: 1700.23 ms [2021-01-05 01:26:30 main:574] : INFO : Epoch 1867 | loss: 0.0310218 | val_loss: 0.031291 | Time: 1729.32 ms [2021-01-05 01:26:32 main:574] : INFO : Epoch 1868 | loss: 0.0310155 | val_loss: 0.0312713 | Time: 1710.81 ms [2021-01-05 01:26:34 main:574] : INFO : Epoch 1869 | loss: 0.0309968 | val_loss: 0.0312687 | Time: 1662.39 ms [2021-01-05 01:26:36 main:574] : INFO : Epoch 1870 | loss: 0.0309997 | val_loss: 0.0313085 | Time: 1725.4 ms [2021-01-05 01:26:37 main:574] : INFO : Epoch 1871 | loss: 0.0309922 | val_loss: 0.0312856 | Time: 1757.67 ms [2021-01-05 01:26:39 main:574] : INFO : Epoch 1872 | loss: 0.0309846 | val_loss: 0.0312953 | Time: 1705.6 ms [2021-01-05 01:26:41 main:574] : INFO : Epoch 1873 | loss: 0.0309871 | val_loss: 0.0312994 | Time: 1729.73 ms [2021-01-05 01:26:43 main:574] : INFO : Epoch 1874 | loss: 0.0309964 | val_loss: 0.0313084 | Time: 1671.47 ms [2021-01-05 01:26:44 main:574] : INFO : Epoch 1875 | loss: 0.0309992 | val_loss: 0.031303 | Time: 1756.6 ms [2021-01-05 01:26:46 main:574] : INFO : Epoch 1876 | loss: 0.030991 | val_loss: 0.0312946 | Time: 1694.07 ms [2021-01-05 01:26:48 main:574] : INFO : Epoch 1877 | loss: 0.0309926 | val_loss: 0.0312924 | Time: 1750.15 ms [2021-01-05 01:26:50 main:574] : INFO : Epoch 1878 | loss: 0.0309984 | val_loss: 0.0313023 | Time: 1805.1 ms [2021-01-05 01:26:52 main:574] : INFO : Epoch 1879 | loss: 0.0309949 | val_loss: 0.0312745 | Time: 1748.85 ms [2021-01-05 01:26:53 main:574] : INFO : Epoch 1880 | loss: 0.030994 | val_loss: 0.0312788 | Time: 1759.22 ms [2021-01-05 01:26:55 main:574] : INFO : Epoch 1881 | loss: 0.0309974 | val_loss: 0.0313238 | Time: 1704.25 ms [2021-01-05 01:26:57 main:574] : INFO : Epoch 1882 | loss: 0.0309982 | val_loss: 0.031305 | Time: 1744.57 ms [2021-01-05 01:26:59 main:574] : INFO : Epoch 1883 | loss: 0.0309993 | val_loss: 0.0313026 | Time: 1749.47 ms [2021-01-05 01:27:00 main:574] : INFO : Epoch 1884 | loss: 0.0310056 | val_loss: 0.0312884 | Time: 1789.27 ms [2021-01-05 01:27:02 main:574] : INFO : Epoch 1885 | loss: 0.0309967 | val_loss: 0.031295 | Time: 1735.99 ms [2021-01-05 01:27:04 main:574] : INFO : Epoch 1886 | loss: 0.0309903 | val_loss: 0.0312977 | Time: 1737.43 ms [2021-01-05 01:27:06 main:574] : INFO : Epoch 1887 | loss: 0.0309904 | val_loss: 0.0312941 | Time: 1724.59 ms [2021-01-05 01:27:07 main:574] : INFO : Epoch 1888 | loss: 0.0309956 | val_loss: 0.031298 | Time: 1776.23 ms [2021-01-05 01:27:09 main:574] : INFO : Epoch 1889 | loss: 0.0309952 | val_loss: 0.0312728 | Time: 1810.56 ms [2021-01-05 01:27:11 main:574] : INFO : Epoch 1890 | loss: 0.0310022 | val_loss: 0.0313061 | Time: 1820.19 ms [2021-01-05 01:27:13 main:574] : INFO : Epoch 1891 | loss: 0.0309902 | val_loss: 0.0313107 | Time: 1770 ms [2021-01-05 01:27:15 main:574] : INFO : Epoch 1892 | loss: 0.0309876 | val_loss: 0.0313011 | Time: 1794.07 ms [2021-01-05 01:27:16 main:574] : INFO : Epoch 1893 | loss: 0.031003 | val_loss: 0.0312863 | Time: 1762.19 ms [2021-01-05 01:27:18 main:574] : INFO : Epoch 1894 | loss: 0.0309994 | val_loss: 0.0313487 | Time: 1767.84 ms [2021-01-05 01:27:20 main:574] : INFO : Epoch 1895 | loss: 0.0309922 | val_loss: 0.0313289 | Time: 1804.17 ms [2021-01-05 01:27:22 main:574] : INFO : Epoch 1896 | loss: 0.0309923 | val_loss: 0.0312934 | Time: 1757.44 ms [2021-01-05 01:27:24 main:574] : INFO : Epoch 1897 | loss: 0.030995 | val_loss: 0.0312945 | Time: 1774.17 ms [2021-01-05 01:27:25 main:574] : INFO : Epoch 1898 | loss: 0.0309858 | val_loss: 0.0312906 | Time: 1841.23 ms [2021-01-05 01:27:27 main:574] : INFO : Epoch 1899 | loss: 0.0309861 | val_loss: 0.0312924 | Time: 1768.42 ms [2021-01-05 01:27:29 main:574] : INFO : Epoch 1900 | loss: 0.0309826 | val_loss: 0.0312892 | Time: 1754.48 ms [2021-01-05 01:27:31 main:574] : INFO : Epoch 1901 | loss: 0.0309952 | val_loss: 0.0312814 | Time: 1717.44 ms [2021-01-05 01:27:32 main:574] : INFO : Epoch 1902 | loss: 0.0310024 | val_loss: 0.0313036 | Time: 1695 ms [2021-01-05 01:27:34 main:574] : INFO : Epoch 1903 | loss: 0.0309914 | val_loss: 0.0312988 | Time: 1752.12 ms [2021-01-05 01:27:36 main:574] : INFO : Epoch 1904 | loss: 0.0309886 | val_loss: 0.0312869 | Time: 1724.21 ms [2021-01-05 01:27:38 main:574] : INFO : Epoch 1905 | loss: 0.0309947 | val_loss: 0.0312884 | Time: 1713.2 ms [2021-01-05 01:27:39 main:574] : INFO : Epoch 1906 | loss: 0.0309943 | val_loss: 0.0313148 | Time: 1748.38 ms [2021-01-05 01:27:41 main:574] : INFO : Epoch 1907 | loss: 0.0310008 | val_loss: 0.0312613 | Time: 1773.87 ms [2021-01-05 01:27:43 main:574] : INFO : Epoch 1908 | loss: 0.0309932 | val_loss: 0.0312942 | Time: 1796.87 ms [2021-01-05 01:27:45 main:574] : INFO : Epoch 1909 | loss: 0.0309898 | val_loss: 0.0313094 | Time: 1730.23 ms [2021-01-05 01:27:47 main:574] : INFO : Epoch 1910 | loss: 0.030989 | val_loss: 0.0313203 | Time: 1923.01 ms [2021-01-05 01:27:48 main:574] : INFO : Epoch 1911 | loss: 0.0309931 | val_loss: 0.031284 | Time: 1766.02 ms [2021-01-05 01:27:50 main:574] : INFO : Epoch 1912 | loss: 0.0309885 | val_loss: 0.0312944 | Time: 1759.53 ms [2021-01-05 01:27:52 main:574] : INFO : Epoch 1913 | loss: 0.0309961 | val_loss: 0.0312972 | Time: 1777.94 ms [2021-01-05 01:27:54 main:574] : INFO : Epoch 1914 | loss: 0.0309937 | val_loss: 0.0312914 | Time: 1816.6 ms [2021-01-05 01:27:56 main:574] : INFO : Epoch 1915 | loss: 0.0309932 | val_loss: 0.0312778 | Time: 1695.56 ms [2021-01-05 01:27:57 main:574] : INFO : Epoch 1916 | loss: 0.0309947 | val_loss: 0.0313066 | Time: 1771.84 ms [2021-01-05 01:27:59 main:574] : INFO : Epoch 1917 | loss: 0.0309953 | val_loss: 0.0313073 | Time: 1721.55 ms [2021-01-05 01:28:01 main:574] : INFO : Epoch 1918 | loss: 0.0309908 | val_loss: 0.0313019 | Time: 1766.73 ms [2021-01-05 01:28:03 main:574] : INFO : Epoch 1919 | loss: 0.0309885 | val_loss: 0.0313014 | Time: 1763.83 ms [2021-01-05 01:28:04 main:574] : INFO : Epoch 1920 | loss: 0.0309875 | val_loss: 0.0312829 | Time: 1753.53 ms [2021-01-05 01:28:06 main:574] : INFO : Epoch 1921 | loss: 0.0309986 | val_loss: 0.0313001 | Time: 1728.18 ms [2021-01-05 01:28:08 main:574] : INFO : Epoch 1922 | loss: 0.0309975 | val_loss: 0.0312978 | Time: 1782.17 ms [2021-01-05 01:28:10 main:574] : INFO : Epoch 1923 | loss: 0.030995 | val_loss: 0.0313108 | Time: 1697.01 ms [2021-01-05 01:28:11 main:574] : INFO : Epoch 1924 | loss: 0.0309913 | val_loss: 0.0312913 | Time: 1645.42 ms [2021-01-05 01:28:13 main:574] : INFO : Epoch 1925 | loss: 0.0309962 | val_loss: 0.0312926 | Time: 1692.62 ms [2021-01-05 01:28:15 main:574] : INFO : Epoch 1926 | loss: 0.0309958 | val_loss: 0.0312959 | Time: 1749.5 ms [2021-01-05 01:28:17 main:574] : INFO : Epoch 1927 | loss: 0.030989 | val_loss: 0.031295 | Time: 1802.96 ms [2021-01-05 01:28:19 main:574] : INFO : Epoch 1928 | loss: 0.030988 | val_loss: 0.0312885 | Time: 1775.64 ms [2021-01-05 01:28:20 main:574] : INFO : Epoch 1929 | loss: 0.0309982 | val_loss: 0.0313136 | Time: 1690.44 ms [2021-01-05 01:28:22 main:574] : INFO : Epoch 1930 | loss: 0.0309971 | val_loss: 0.0313334 | Time: 1809.93 ms [2021-01-05 01:28:24 main:574] : INFO : Epoch 1931 | loss: 0.0309996 | val_loss: 0.0313111 | Time: 1734.71 ms [2021-01-05 01:28:26 main:574] : INFO : Epoch 1932 | loss: 0.0309978 | val_loss: 0.0313102 | Time: 1667.87 ms [2021-01-05 01:28:27 main:574] : INFO : Epoch 1933 | loss: 0.0310018 | val_loss: 0.0313003 | Time: 1816.59 ms [2021-01-05 01:28:29 main:574] : INFO : Epoch 1934 | loss: 0.0309896 | val_loss: 0.0313058 | Time: 1783.77 ms [2021-01-05 01:28:31 main:574] : INFO : Epoch 1935 | loss: 0.0309872 | val_loss: 0.0313261 | Time: 1752.22 ms [2021-01-05 01:28:33 main:574] : INFO : Epoch 1936 | loss: 0.0309939 | val_loss: 0.0313262 | Time: 1791.41 ms [2021-01-05 01:28:35 main:574] : INFO : Epoch 1937 | loss: 0.0309961 | val_loss: 0.0313124 | Time: 1794.85 ms [2021-01-05 01:28:36 main:574] : INFO : Epoch 1938 | loss: 0.0309934 | val_loss: 0.0313273 | Time: 1738.8 ms [2021-01-05 01:28:38 main:574] : INFO : Epoch 1939 | loss: 0.0309921 | val_loss: 0.0313223 | Time: 1804.01 ms [2021-01-05 01:28:40 main:574] : INFO : Epoch 1940 | loss: 0.0309959 | val_loss: 0.0312713 | Time: 1812.05 ms [2021-01-05 01:28:42 main:574] : INFO : Epoch 1941 | loss: 0.0310077 | val_loss: 0.0312908 | Time: 1684.82 ms [2021-01-05 01:28:43 main:574] : INFO : Epoch 1942 | loss: 0.0310008 | val_loss: 0.0313142 | Time: 1757.52 ms [2021-01-05 01:28:45 main:574] : INFO : Epoch 1943 | loss: 0.0309947 | val_loss: 0.0312936 | Time: 1796.52 ms [2021-01-05 01:28:47 main:574] : INFO : Epoch 1944 | loss: 0.0309918 | val_loss: 0.0312978 | Time: 1749.93 ms [2021-01-05 01:28:49 main:574] : INFO : Epoch 1945 | loss: 0.0309888 | val_loss: 0.0313104 | Time: 1739.47 ms [2021-01-05 01:28:50 main:574] : INFO : Epoch 1946 | loss: 0.0309848 | val_loss: 0.031279 | Time: 1671.71 ms [2021-01-05 01:28:52 main:574] : INFO : Epoch 1947 | loss: 0.0309882 | val_loss: 0.0313186 | Time: 1762.38 ms [2021-01-05 01:28:54 main:574] : INFO : Epoch 1948 | loss: 0.0309929 | val_loss: 0.0312915 | Time: 1749.58 ms [2021-01-05 01:28:56 main:574] : INFO : Epoch 1949 | loss: 0.0309944 | val_loss: 0.031287 | Time: 1724.45 ms [2021-01-05 01:28:58 main:574] : INFO : Epoch 1950 | loss: 0.0309969 | val_loss: 0.0313205 | Time: 1819.12 ms [2021-01-05 01:28:59 main:574] : INFO : Epoch 1951 | loss: 0.031001 | val_loss: 0.0312882 | Time: 1773.7 ms [2021-01-05 01:29:01 main:574] : INFO : Epoch 1952 | loss: 0.0310012 | val_loss: 0.0312925 | Time: 1723.53 ms [2021-01-05 01:29:03 main:574] : INFO : Epoch 1953 | loss: 0.0309944 | val_loss: 0.031286 | Time: 1734.25 ms [2021-01-05 01:29:04 main:574] : INFO : Epoch 1954 | loss: 0.0309961 | val_loss: 0.0312853 | Time: 1635.23 ms [2021-01-05 01:29:06 main:574] : INFO : Epoch 1955 | loss: 0.0310037 | val_loss: 0.0313055 | Time: 1702.83 ms [2021-01-05 01:29:08 main:574] : INFO : Epoch 1956 | loss: 0.030998 | val_loss: 0.0313216 | Time: 1791.05 ms [2021-01-05 01:29:10 main:574] : INFO : Epoch 1957 | loss: 0.0309917 | val_loss: 0.0313074 | Time: 1813.1 ms [2021-01-05 01:29:12 main:574] : INFO : Epoch 1958 | loss: 0.0309941 | val_loss: 0.0313236 | Time: 1735.78 ms [2021-01-05 01:29:13 main:574] : INFO : Epoch 1959 | loss: 0.0309928 | val_loss: 0.0313132 | Time: 1801.37 ms [2021-01-05 01:29:15 main:574] : INFO : Epoch 1960 | loss: 0.0309993 | val_loss: 0.0313164 | Time: 1645.31 ms [2021-01-05 01:29:17 main:574] : INFO : Epoch 1961 | loss: 0.0310094 | val_loss: 0.0312713 | Time: 1756.97 ms [2021-01-05 01:29:19 main:574] : INFO : Epoch 1962 | loss: 0.0310006 | val_loss: 0.0312937 | Time: 1769.81 ms [2021-01-05 01:29:20 main:574] : INFO : Epoch 1963 | loss: 0.0309923 | val_loss: 0.0312988 | Time: 1805.22 ms [2021-01-05 01:29:22 main:574] : INFO : Epoch 1964 | loss: 0.030998 | val_loss: 0.031301 | Time: 1779.88 ms [2021-01-05 01:29:24 main:574] : INFO : Epoch 1965 | loss: 0.0309935 | val_loss: 0.0312704 | Time: 1726.47 ms [2021-01-05 01:29:26 main:574] : INFO : Epoch 1966 | loss: 0.0310003 | val_loss: 0.0313171 | Time: 1715.07 ms [2021-01-05 01:29:27 main:574] : INFO : Epoch 1967 | loss: 0.0309951 | val_loss: 0.0313077 | Time: 1760.6 ms [2021-01-05 01:29:29 main:574] : INFO : Epoch 1968 | loss: 0.030988 | val_loss: 0.0313145 | Time: 1652.9 ms [2021-01-05 01:29:31 main:574] : INFO : Epoch 1969 | loss: 0.0309902 | val_loss: 0.0312794 | Time: 1694.89 ms [2021-01-05 01:29:32 main:574] : INFO : Epoch 1970 | loss: 0.0309984 | val_loss: 0.0312854 | Time: 1718.36 ms [2021-01-05 01:29:34 main:574] : INFO : Epoch 1971 | loss: 0.0309986 | val_loss: 0.0313302 | Time: 1767.37 ms [2021-01-05 01:29:36 main:574] : INFO : Epoch 1972 | loss: 0.0309936 | val_loss: 0.0313123 | Time: 1720.88 ms [2021-01-05 01:29:38 main:574] : INFO : Epoch 1973 | loss: 0.0309843 | val_loss: 0.0312993 | Time: 1709.2 ms [2021-01-05 01:29:39 main:574] : INFO : Epoch 1974 | loss: 0.0309861 | val_loss: 0.0313059 | Time: 1715.05 ms [2021-01-05 01:29:41 main:574] : INFO : Epoch 1975 | loss: 0.0309969 | val_loss: 0.031291 | Time: 1707.54 ms [2021-01-05 01:29:43 main:574] : INFO : Epoch 1976 | loss: 0.0309992 | val_loss: 0.0313169 | Time: 1754.42 ms [2021-01-05 01:29:45 main:574] : INFO : Epoch 1977 | loss: 0.0309964 | val_loss: 0.0312919 | Time: 1687.79 ms [2021-01-05 01:29:46 main:574] : INFO : Epoch 1978 | loss: 0.0309981 | val_loss: 0.0312944 | Time: 1699.46 ms [2021-01-05 01:29:48 main:574] : INFO : Epoch 1979 | loss: 0.0309902 | val_loss: 0.0313325 | Time: 1715.2 ms [2021-01-05 01:29:50 main:574] : INFO : Epoch 1980 | loss: 0.0309975 | val_loss: 0.0313004 | Time: 1660.94 ms [2021-01-05 01:29:52 main:574] : INFO : Epoch 1981 | loss: 0.0309892 | val_loss: 0.0313197 | Time: 1827.78 ms [2021-01-05 01:29:54 main:574] : INFO : Epoch 1982 | loss: 0.0309894 | val_loss: 0.0312839 | Time: 1824 ms [2021-01-05 01:29:55 main:574] : INFO : Epoch 1983 | loss: 0.0309935 | val_loss: 0.0312912 | Time: 1763.58 ms [2021-01-05 01:29:57 main:574] : INFO : Epoch 1984 | loss: 0.0309897 | val_loss: 0.0312919 | Time: 1733.11 ms [2021-01-05 01:29:59 main:574] : INFO : Epoch 1985 | loss: 0.030989 | val_loss: 0.0312919 | Time: 1752.48 ms [2021-01-05 01:30:01 main:574] : INFO : Epoch 1986 | loss: 0.0309931 | val_loss: 0.0312951 | Time: 1781.11 ms [2021-01-05 01:30:02 main:574] : INFO : Epoch 1987 | loss: 0.0309925 | val_loss: 0.0312876 | Time: 1748.54 ms [2021-01-05 01:30:04 main:574] : INFO : Epoch 1988 | loss: 0.0310104 | val_loss: 0.0313058 | Time: 1719.15 ms [2021-01-05 01:30:06 main:574] : INFO : Epoch 1989 | loss: 0.0309962 | val_loss: 0.0312963 | Time: 1816.85 ms [2021-01-05 01:30:08 main:574] : INFO : Epoch 1990 | loss: 0.0309954 | val_loss: 0.0312739 | Time: 1801.28 ms [2021-01-05 01:30:10 main:574] : INFO : Epoch 1991 | loss: 0.030996 | val_loss: 0.0313204 | Time: 1755.46 ms [2021-01-05 01:30:11 main:574] : INFO : Epoch 1992 | loss: 0.030992 | val_loss: 0.0312727 | Time: 1755.85 ms [2021-01-05 01:30:13 main:574] : INFO : Epoch 1993 | loss: 0.031003 | val_loss: 0.0313072 | Time: 1782.02 ms [2021-01-05 01:30:15 main:574] : INFO : Epoch 1994 | loss: 0.0309973 | val_loss: 0.0313029 | Time: 1720.91 ms [2021-01-05 01:30:17 main:574] : INFO : Epoch 1995 | loss: 0.0309948 | val_loss: 0.0313094 | Time: 1801.48 ms [2021-01-05 01:30:19 main:574] : INFO : Epoch 1996 | loss: 0.0309893 | val_loss: 0.0313022 | Time: 1787.08 ms [2021-01-05 01:30:20 main:574] : INFO : Epoch 1997 | loss: 0.0309906 | val_loss: 0.0313048 | Time: 1772.55 ms [2021-01-05 01:30:22 main:574] : INFO : Epoch 1998 | loss: 0.0309893 | val_loss: 0.0312912 | Time: 1699.44 ms [2021-01-05 01:30:24 main:574] : INFO : Epoch 1999 | loss: 0.030994 | val_loss: 0.0312982 | Time: 1698.83 ms [2021-01-05 01:30:26 main:574] : INFO : Epoch 2000 | loss: 0.0309891 | val_loss: 0.0312853 | Time: 1759.94 ms [2021-01-05 01:30:27 main:574] : INFO : Epoch 2001 | loss: 0.0309903 | val_loss: 0.0313054 | Time: 1728.92 ms [2021-01-05 01:30:29 main:574] : INFO : Epoch 2002 | loss: 0.0309872 | val_loss: 0.0313032 | Time: 1774.49 ms [2021-01-05 01:30:31 main:574] : INFO : Epoch 2003 | loss: 0.0309913 | val_loss: 0.0313254 | Time: 1764.78 ms [2021-01-05 01:30:33 main:574] : INFO : Epoch 2004 | loss: 0.0309865 | val_loss: 0.031309 | Time: 1735.99 ms [2021-01-05 01:30:34 main:574] : INFO : Epoch 2005 | loss: 0.0309892 | val_loss: 0.0313028 | Time: 1727.81 ms [2021-01-05 01:30:37 main:574] : INFO : Epoch 2006 | loss: 0.0309936 | val_loss: 0.0312902 | Time: 2401.04 ms [2021-01-05 01:30:39 main:574] : INFO : Epoch 2007 | loss: 0.0309973 | val_loss: 0.0312937 | Time: 1747.9 ms [2021-01-05 01:30:40 main:574] : INFO : Epoch 2008 | loss: 0.0309935 | val_loss: 0.0313031 | Time: 1757.72 ms [2021-01-05 01:30:42 main:574] : INFO : Epoch 2009 | loss: 0.0309922 | val_loss: 0.031321 | Time: 1747.82 ms [2021-01-05 01:30:44 main:574] : INFO : Epoch 2010 | loss: 0.0309936 | val_loss: 0.0313096 | Time: 1680 ms [2021-01-05 01:30:46 main:574] : INFO : Epoch 2011 | loss: 0.0309905 | val_loss: 0.0312907 | Time: 1683.39 ms [2021-01-05 01:30:47 main:574] : INFO : Epoch 2012 | loss: 0.0309877 | val_loss: 0.0312883 | Time: 1660.48 ms [2021-01-05 01:30:49 main:574] : INFO : Epoch 2013 | loss: 0.0309973 | val_loss: 0.0312844 | Time: 1771.18 ms [2021-01-05 01:30:51 main:574] : INFO : Epoch 2014 | loss: 0.0309977 | val_loss: 0.03132 | Time: 1724.45 ms [2021-01-05 01:30:53 main:574] : INFO : Epoch 2015 | loss: 0.0309943 | val_loss: 0.0313206 | Time: 1782.76 ms [2021-01-05 01:30:54 main:574] : INFO : Epoch 2016 | loss: 0.0309968 | val_loss: 0.0312887 | Time: 1669 ms [2021-01-05 01:30:56 main:574] : INFO : Epoch 2017 | loss: 0.031012 | val_loss: 0.0312742 | Time: 1785.88 ms [2021-01-05 01:30:58 main:574] : INFO : Epoch 2018 | loss: 0.0310019 | val_loss: 0.0313175 | Time: 1728.27 ms [2021-01-05 01:31:00 main:574] : INFO : Epoch 2019 | loss: 0.0309975 | val_loss: 0.0312948 | Time: 1751.31 ms [2021-01-05 01:31:01 main:574] : INFO : Epoch 2020 | loss: 0.0310083 | val_loss: 0.0313173 | Time: 1736.42 ms [2021-01-05 01:31:03 main:574] : INFO : Epoch 2021 | loss: 0.0309988 | val_loss: 0.0312865 | Time: 1785.32 ms [2021-01-05 01:31:05 main:574] : INFO : Epoch 2022 | loss: 0.0309986 | val_loss: 0.0312907 | Time: 1736.33 ms [2021-01-05 01:31:07 main:574] : INFO : Epoch 2023 | loss: 0.0309919 | val_loss: 0.031285 | Time: 1785.86 ms [2021-01-05 01:31:08 main:574] : INFO : Epoch 2024 | loss: 0.0309961 | val_loss: 0.0313246 | Time: 1727.88 ms [2021-01-05 01:31:10 main:574] : INFO : Epoch 2025 | loss: 0.0309981 | val_loss: 0.0312858 | Time: 1798.5 ms [2021-01-05 01:31:12 main:574] : INFO : Epoch 2026 | loss: 0.0309959 | val_loss: 0.0313204 | Time: 1769.11 ms [2021-01-05 01:31:14 main:574] : INFO : Epoch 2027 | loss: 0.0309893 | val_loss: 0.0313202 | Time: 1779.06 ms [2021-01-05 01:31:16 main:574] : INFO : Epoch 2028 | loss: 0.0309853 | val_loss: 0.0313246 | Time: 1825.46 ms [2021-01-05 01:31:18 main:574] : INFO : Epoch 2029 | loss: 0.0309884 | val_loss: 0.0313009 | Time: 1722.97 ms [2021-01-05 01:31:19 main:574] : INFO : Epoch 2030 | loss: 0.0309885 | val_loss: 0.0313138 | Time: 1707.11 ms [2021-01-05 01:31:21 main:574] : INFO : Epoch 2031 | loss: 0.0309867 | val_loss: 0.0312946 | Time: 1761.07 ms [2021-01-05 01:31:23 main:574] : INFO : Epoch 2032 | loss: 0.0309828 | val_loss: 0.0312985 | Time: 1693.15 ms [2021-01-05 01:31:24 main:574] : INFO : Epoch 2033 | loss: 0.0310076 | val_loss: 0.0312742 | Time: 1711.25 ms [2021-01-05 01:31:26 main:574] : INFO : Epoch 2034 | loss: 0.0310193 | val_loss: 0.0312774 | Time: 1767.65 ms [2021-01-05 01:31:28 main:574] : INFO : Epoch 2035 | loss: 0.0309994 | val_loss: 0.0312898 | Time: 1756.27 ms [2021-01-05 01:31:30 main:574] : INFO : Epoch 2036 | loss: 0.0309907 | val_loss: 0.0313117 | Time: 1744.63 ms [2021-01-05 01:31:32 main:574] : INFO : Epoch 2037 | loss: 0.0309944 | val_loss: 0.0313056 | Time: 1764.6 ms [2021-01-05 01:31:33 main:574] : INFO : Epoch 2038 | loss: 0.0309938 | val_loss: 0.0312747 | Time: 1757.53 ms [2021-01-05 01:31:35 main:574] : INFO : Epoch 2039 | loss: 0.0309954 | val_loss: 0.0312894 | Time: 1829.7 ms [2021-01-05 01:31:37 main:574] : INFO : Epoch 2040 | loss: 0.0309894 | val_loss: 0.0312948 | Time: 1709.73 ms [2021-01-05 01:31:39 main:574] : INFO : Epoch 2041 | loss: 0.0309839 | val_loss: 0.0313048 | Time: 1728.36 ms [2021-01-05 01:31:40 main:574] : INFO : Epoch 2042 | loss: 0.0309867 | val_loss: 0.0312893 | Time: 1712.6 ms [2021-01-05 01:31:42 main:574] : INFO : Epoch 2043 | loss: 0.0309986 | val_loss: 0.0312815 | Time: 1750.42 ms [2021-01-05 01:31:44 main:574] : INFO : Epoch 2044 | loss: 0.0309988 | val_loss: 0.0312982 | Time: 1725.02 ms [2021-01-05 01:31:45 main:574] : INFO : Epoch 2045 | loss: 0.0309929 | val_loss: 0.0313113 | Time: 1691.59 ms [2021-01-05 01:31:47 main:574] : INFO : Epoch 2046 | loss: 0.030989 | val_loss: 0.0312865 | Time: 1734.75 ms [2021-01-05 01:31:49 main:574] : INFO : Epoch 2047 | loss: 0.0309978 | val_loss: 0.0313011 | Time: 1731.5 ms [2021-01-05 01:31:51 main:574] : INFO : Epoch 2048 | loss: 0.0309858 | val_loss: 0.0313153 | Time: 1669.94 ms [2021-01-05 01:31:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313153 [2021-01-05 01:31:51 main:603] : INFO : Saving end state to config to file [2021-01-05 01:31:51 main:608] : INFO : Success, exiting.. 01:31:51 (13852): 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)