Task 14382601
| Name | ParityModified-1647048531-16970-2-0_0 |
| Workunit | 11427587 |
| Created | 5 Apr 2022, 14:58:40 UTC |
| Sent | 10 Apr 2022, 20:00:31 UTC |
| Report deadline | 18 Apr 2022, 20:00:31 UTC |
| Received | 12 Apr 2022, 16:18:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 3 hours 24 min 52 sec |
| CPU time | 3 hours 23 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.87 GB |
| Peak swap size | 4.77 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1611 | loss: 0.0310628 | val_loss: 0.0311269 | Time: 3213.7 ms
[2022-04-11 10:09:03 main:574] : INFO : Epoch 1612 | loss: 0.0310598 | val_loss: 0.0311232 | Time: 3203.16 ms
[2022-04-11 10:09:06 main:574] : INFO : Epoch 1613 | loss: 0.0310606 | val_loss: 0.031125 | Time: 3199.82 ms
[2022-04-11 10:09:09 main:574] : INFO : Epoch 1614 | loss: 0.0310636 | val_loss: 0.0311305 | Time: 3200.14 ms
[2022-04-11 10:09:12 main:574] : INFO : Epoch 1615 | loss: 0.0310676 | val_loss: 0.0311281 | Time: 3231.06 ms
[2022-04-11 10:09:16 main:574] : INFO : Epoch 1616 | loss: 0.0310666 | val_loss: 0.0311291 | Time: 3184.86 ms
[2022-04-11 10:09:19 main:574] : INFO : Epoch 1617 | loss: 0.031066 | val_loss: 0.0311308 | Time: 3178.8 ms
[2022-04-11 10:09:22 main:574] : INFO : Epoch 1618 | loss: 0.0310636 | val_loss: 0.0311286 | Time: 3191.52 ms
[2022-04-11 10:09:25 main:574] : INFO : Epoch 1619 | loss: 0.0310613 | val_loss: 0.0311328 | Time: 3195 ms
[2022-04-11 10:09:28 main:574] : INFO : Epoch 1620 | loss: 0.0310605 | val_loss: 0.0311359 | Time: 3211.52 ms
[2022-04-11 10:09:32 main:574] : INFO : Epoch 1621 | loss: 0.0310583 | val_loss: 0.0311337 | Time: 3228.12 ms
[2022-04-11 10:09:35 main:574] : INFO : Epoch 1622 | loss: 0.0310575 | val_loss: 0.0311386 | Time: 3210.27 ms
[2022-04-11 10:09:38 main:574] : INFO : Epoch 1623 | loss: 0.031054 | val_loss: 0.0311366 | Time: 3197.74 ms
[2022-04-11 10:09:41 main:574] : INFO : Epoch 1624 | loss: 0.0310557 | val_loss: 0.0311296 | Time: 3211.42 ms
[2022-04-11 10:09:45 main:574] : INFO : Epoch 1625 | loss: 0.0310535 | val_loss: 0.0311353 | Time: 3211.98 ms
[2022-04-11 10:09:48 main:574] : INFO : Epoch 1626 | loss: 0.0310544 | val_loss: 0.0311293 | Time: 3206.4 ms
[2022-04-11 10:09:51 main:574] : INFO : Epoch 1627 | loss: 0.0310557 | val_loss: 0.0311331 | Time: 3202.53 ms
[2022-04-11 10:09:54 main:574] : INFO : Epoch 1628 | loss: 0.0310571 | val_loss: 0.0311369 | Time: 3206.84 ms
[2022-04-11 10:09:57 main:574] : INFO : Epoch 1629 | loss: 0.0310547 | val_loss: 0.0311312 | Time: 3216.36 ms
[2022-04-11 10:10:01 main:574] : INFO : Epoch 1630 | loss: 0.0310571 | val_loss: 0.0311327 | Time: 3209.36 ms
[2022-04-11 10:10:04 main:574] : INFO : Epoch 1631 | loss: 0.0310589 | val_loss: 0.0311263 | Time: 3209.15 ms
[2022-04-11 10:10:07 main:574] : INFO : Epoch 1632 | loss: 0.0310598 | val_loss: 0.0311369 | Time: 3195.38 ms
[2022-04-11 10:10:10 main:574] : INFO : Epoch 1633 | loss: 0.031063 | val_loss: 0.0311273 | Time: 3209.41 ms
[2022-04-11 10:10:13 main:574] : INFO : Epoch 1634 | loss: 0.0310619 | val_loss: 0.031135 | Time: 3221.24 ms
[2022-04-11 10:10:17 main:574] : INFO : Epoch 1635 | loss: 0.0310623 | val_loss: 0.0311224 | Time: 3223.22 ms
[2022-04-11 10:10:20 main:574] : INFO : Epoch 1636 | loss: 0.0310642 | val_loss: 0.0311317 | Time: 3197.88 ms
[2022-04-11 10:10:23 main:574] : INFO : Epoch 1637 | loss: 0.0310586 | val_loss: 0.03113 | Time: 3214.52 ms
[2022-04-11 10:10:26 main:574] : INFO : Epoch 1638 | loss: 0.0310571 | val_loss: 0.0311224 | Time: 3218.28 ms
[2022-04-11 10:10:30 main:574] : INFO : Epoch 1639 | loss: 0.0310576 | val_loss: 0.0311232 | Time: 3234.39 ms
[2022-04-11 10:10:33 main:574] : INFO : Epoch 1640 | loss: 0.0310663 | val_loss: 0.0311392 | Time: 3246.24 ms
[2022-04-11 10:10:36 main:574] : INFO : Epoch 1641 | loss: 0.0310649 | val_loss: 0.0311284 | Time: 3236.16 ms
[2022-04-11 10:10:39 main:574] : INFO : Epoch 1642 | loss: 0.03106 | val_loss: 0.0311337 | Time: 3241.44 ms
[2022-04-11 10:10:43 main:574] : INFO : Epoch 1643 | loss: 0.0310614 | val_loss: 0.0311264 | Time: 3231.5 ms
[2022-04-11 10:10:46 main:574] : INFO : Epoch 1644 | loss: 0.0310617 | val_loss: 0.031136 | Time: 3227.51 ms
[2022-04-11 10:10:49 main:574] : INFO : Epoch 1645 | loss: 0.0310617 | val_loss: 0.0311321 | Time: 3214.23 ms
[2022-04-11 10:10:52 main:574] : INFO : Epoch 1646 | loss: 0.0310633 | val_loss: 0.0311345 | Time: 3242.77 ms
[2022-04-11 10:10:55 main:574] : INFO : Epoch 1647 | loss: 0.0310642 | val_loss: 0.0311232 | Time: 3227.64 ms
[2022-04-11 10:10:59 main:574] : INFO : Epoch 1648 | loss: 0.0310777 | val_loss: 0.031129 | Time: 3227.19 ms
[2022-04-11 10:11:02 main:574] : INFO : Epoch 1649 | loss: 0.0310756 | val_loss: 0.0311197 | Time: 3230.04 ms
[2022-04-11 10:11:05 main:574] : INFO : Epoch 1650 | loss: 0.0310711 | val_loss: 0.0311289 | Time: 3230.31 ms
[2022-04-11 10:11:08 main:574] : INFO : Epoch 1651 | loss: 0.0310669 | val_loss: 0.0311259 | Time: 3209.79 ms
[2022-04-11 10:11:12 main:574] : INFO : Epoch 1652 | loss: 0.0310669 | val_loss: 0.0311337 | Time: 3200.48 ms
[2022-04-11 10:11:15 main:574] : INFO : Epoch 1653 | loss: 0.0310689 | val_loss: 0.0311314 | Time: 3222.1 ms
[2022-04-11 10:11:18 main:574] : INFO : Epoch 1654 | loss: 0.031062 | val_loss: 0.0311372 | Time: 3218 ms
[2022-04-11 10:11:21 main:574] : INFO : Epoch 1655 | loss: 0.0310579 | val_loss: 0.0311293 | Time: 3245.24 ms
[2022-04-11 10:11:24 main:574] : INFO : Epoch 1656 | loss: 0.0310576 | val_loss: 0.0311406 | Time: 3237.05 ms
[2022-04-11 10:11:28 main:574] : INFO : Epoch 1657 | loss: 0.0310563 | val_loss: 0.0311446 | Time: 3256.87 ms
[2022-04-11 10:11:31 main:574] : INFO : Epoch 1658 | loss: 0.0310529 | val_loss: 0.0311434 | Time: 3233.44 ms
[2022-04-11 10:11:34 main:574] : INFO : Epoch 1659 | loss: 0.0310567 | val_loss: 0.0311238 | Time: 3230.46 ms
[2022-04-11 10:11:37 main:574] : INFO : Epoch 1660 | loss: 0.0310527 | val_loss: 0.0311327 | Time: 3247.63 ms
[2022-04-11 10:11:41 main:574] : INFO : Epoch 1661 | loss: 0.0310523 | val_loss: 0.0311288 | Time: 3220.18 ms
[2022-04-11 10:11:44 main:574] : INFO : Epoch 1662 | loss: 0.0310502 | val_loss: 0.0311373 | Time: 3221.56 ms
[2022-04-11 10:11:47 main:574] : INFO : Epoch 1663 | loss: 0.0310513 | val_loss: 0.0311343 | Time: 3234.44 ms
[2022-04-11 10:11:50 main:574] : INFO : Epoch 1664 | loss: 0.0310542 | val_loss: 0.0311257 | Time: 3230.34 ms
[2022-04-11 10:11:54 main:574] : INFO : Epoch 1665 | loss: 0.0310567 | val_loss: 0.031126 | Time: 3229.31 ms
[2022-04-11 10:11:57 main:574] : INFO : Epoch 1666 | loss: 0.0310544 | val_loss: 0.0311282 | Time: 3216.92 ms
[2022-04-11 10:12:00 main:574] : INFO : Epoch 1667 | loss: 0.0310531 | val_loss: 0.0311355 | Time: 3217.72 ms
[2022-04-11 10:12:03 main:574] : INFO : Epoch 1668 | loss: 0.0310639 | val_loss: 0.0311322 | Time: 3227.91 ms
[2022-04-11 10:12:06 main:574] : INFO : Epoch 1669 | loss: 0.0310627 | val_loss: 0.0311365 | Time: 3225.29 ms
[2022-04-11 10:12:10 main:574] : INFO : Epoch 1670 | loss: 0.0310585 | val_loss: 0.0311353 | Time: 3214.5 ms
[2022-04-11 10:12:13 main:574] : INFO : Epoch 1671 | loss: 0.0310712 | val_loss: 0.031122 | Time: 3219.52 ms
[2022-04-11 10:12:16 main:574] : INFO : Epoch 1672 | loss: 0.0310694 | val_loss: 0.0311333 | Time: 3237.71 ms
[2022-04-11 10:12:19 main:574] : INFO : Epoch 1673 | loss: 0.0310689 | val_loss: 0.0311326 | Time: 3223.53 ms
[2022-04-11 10:12:23 main:574] : INFO : Epoch 1674 | loss: 0.0310679 | val_loss: 0.0311321 | Time: 3199.21 ms
[2022-04-11 10:12:26 main:574] : INFO : Epoch 1675 | loss: 0.031061 | val_loss: 0.0311382 | Time: 3188.17 ms
[2022-04-11 10:12:29 main:574] : INFO : Epoch 1676 | loss: 0.0310597 | val_loss: 0.0311295 | Time: 3201.08 ms
[2022-04-11 10:12:32 main:574] : INFO : Epoch 1677 | loss: 0.0310598 | val_loss: 0.0311282 | Time: 3197.58 ms
[2022-04-11 10:12:35 main:574] : INFO : Epoch 1678 | loss: 0.0310662 | val_loss: 0.0311377 | Time: 3218.03 ms
[2022-04-11 10:12:39 main:574] : INFO : Epoch 1679 | loss: 0.0310661 | val_loss: 0.0311228 | Time: 3232.18 ms
[2022-04-11 10:12:42 main:574] : INFO : Epoch 1680 | loss: 0.0310636 | val_loss: 0.0311275 | Time: 3254.81 ms
[2022-04-11 10:12:45 main:574] : INFO : Epoch 1681 | loss: 0.0310619 | val_loss: 0.0311286 | Time: 3235.47 ms
[2022-04-11 10:12:48 main:574] : INFO : Epoch 1682 | loss: 0.0310772 | val_loss: 0.031121 | Time: 3209.12 ms
[2022-04-11 10:12:52 main:574] : INFO : Epoch 1683 | loss: 0.0310695 | val_loss: 0.0311201 | Time: 3220.06 ms
[2022-04-11 10:12:55 main:574] : INFO : Epoch 1684 | loss: 0.0310631 | val_loss: 0.0311258 | Time: 3219.76 ms
[2022-04-11 10:12:58 main:574] : INFO : Epoch 1685 | loss: 0.0310643 | val_loss: 0.0311272 | Time: 3206.45 ms
[2022-04-11 10:13:01 main:574] : INFO : Epoch 1686 | loss: 0.0310662 | val_loss: 0.0311243 | Time: 3207.48 ms
[2022-04-11 10:13:04 main:574] : INFO : Epoch 1687 | loss: 0.0310664 | val_loss: 0.0311298 | Time: 3211.55 ms
[2022-04-11 10:13:08 main:574] : INFO : Epoch 1688 | loss: 0.0310635 | val_loss: 0.0311254 | Time: 3201.96 ms
[2022-04-11 10:13:11 main:574] : INFO : Epoch 1689 | loss: 0.0310682 | val_loss: 0.0311186 | Time: 3214.44 ms
[2022-04-11 10:13:14 main:574] : INFO : Epoch 1690 | loss: 0.0310685 | val_loss: 0.0311212 | Time: 3251.17 ms
[2022-04-11 10:13:17 main:574] : INFO : Epoch 1691 | loss: 0.0310651 | val_loss: 0.031122 | Time: 3238.94 ms
[2022-04-11 10:13:21 main:574] : INFO : Epoch 1692 | loss: 0.0310618 | val_loss: 0.0311259 | Time: 3249.47 ms
[2022-04-11 10:13:24 main:574] : INFO : Epoch 1693 | loss: 0.031058 | val_loss: 0.0311177 | Time: 3226.28 ms
[2022-04-11 10:13:27 main:574] : INFO : Epoch 1694 | loss: 0.0310561 | val_loss: 0.0311286 | Time: 3198.46 ms
[2022-04-11 10:13:30 main:574] : INFO : Epoch 1695 | loss: 0.0310831 | val_loss: 0.0311193 | Time: 3205.62 ms
[2022-04-11 10:13:33 main:574] : INFO : Epoch 1696 | loss: 0.0311071 | val_loss: 0.031122 | Time: 3218.15 ms
[2022-04-11 10:13:37 main:574] : INFO : Epoch 1697 | loss: 0.0311026 | val_loss: 0.0311185 | Time: 3222.25 ms
[2022-04-11 10:13:40 main:574] : INFO : Epoch 1698 | loss: 0.0310941 | val_loss: 0.0311135 | Time: 3250.45 ms
[2022-04-11 10:13:43 main:574] : INFO : Epoch 1699 | loss: 0.0310959 | val_loss: 0.0311134 | Time: 3285.41 ms
[2022-04-11 10:13:47 main:574] : INFO : Epoch 1700 | loss: 0.0310931 | val_loss: 0.0311129 | Time: 3310.44 ms
[2022-04-11 10:13:50 main:574] : INFO : Epoch 1701 | loss: 0.0310838 | val_loss: 0.0311183 | Time: 3299.87 ms
[2022-04-11 10:13:53 main:574] : INFO : Epoch 1702 | loss: 0.03108 | val_loss: 0.0311218 | Time: 3260.43 ms
[2022-04-11 10:13:56 main:574] : INFO : Epoch 1703 | loss: 0.0310754 | val_loss: 0.0311329 | Time: 3252.23 ms
[2022-04-11 10:14:00 main:574] : INFO : Epoch 1704 | loss: 0.0310725 | val_loss: 0.0311286 | Time: 3249.75 ms
[2022-04-11 10:14:03 main:574] : INFO : Epoch 1705 | loss: 0.0310737 | val_loss: 0.0311212 | Time: 3262.72 ms
[2022-04-11 10:14:06 main:574] : INFO : Epoch 1706 | loss: 0.0310723 | val_loss: 0.0311231 | Time: 3239.66 ms
[2022-04-11 10:14:09 main:574] : INFO : Epoch 1707 | loss: 0.0310674 | val_loss: 0.0311256 | Time: 3249.58 ms
[2022-04-11 10:14:13 main:574] : INFO : Epoch 1708 | loss: 0.0310651 | val_loss: 0.0311291 | Time: 3300.78 ms
[2022-04-11 10:14:16 main:574] : INFO : Epoch 1709 | loss: 0.0310607 | val_loss: 0.0311228 | Time: 3272.2 ms
[2022-04-11 10:14:19 main:574] : INFO : Epoch 1710 | loss: 0.0310588 | val_loss: 0.0311287 | Time: 3265.31 ms
[2022-04-11 10:14:23 main:574] : INFO : Epoch 1711 | loss: 0.0310597 | val_loss: 0.0311219 | Time: 3311.01 ms
[2022-04-11 10:14:26 main:574] : INFO : Epoch 1712 | loss: 0.0310621 | val_loss: 0.03112 | Time: 3275.49 ms
[2022-04-11 10:14:29 main:574] : INFO : Epoch 1713 | loss: 0.0310645 | val_loss: 0.0311267 | Time: 3284.28 ms
[2022-04-11 10:14:32 main:574] : INFO : Epoch 1714 | loss: 0.0310694 | val_loss: 0.0311218 | Time: 3275.01 ms
[2022-04-11 10:14:36 main:574] : INFO : Epoch 1715 | loss: 0.031087 | val_loss: 0.0311272 | Time: 3280.6 ms
[2022-04-11 10:14:39 main:574] : INFO : Epoch 1716 | loss: 0.0310847 | val_loss: 0.031126 | Time: 3266.48 ms
[2022-04-11 10:14:42 main:574] : INFO : Epoch 1717 | loss: 0.0310766 | val_loss: 0.0311255 | Time: 3347.98 ms
[2022-04-11 10:14:46 main:574] : INFO : Epoch 1718 | loss: 0.0310739 | val_loss: 0.0311212 | Time: 3312.69 ms
[2022-04-11 10:14:49 main:574] : INFO : Epoch 1719 | loss: 0.0310697 | val_loss: 0.0311225 | Time: 3516.28 ms
[2022-04-11 10:14:53 main:574] : INFO : Epoch 1720 | loss: 0.0310718 | val_loss: 0.0311221 | Time: 3423.35 ms
[2022-04-11 10:14:56 main:574] : INFO : Epoch 1721 | loss: 0.0310711 | val_loss: 0.0311263 | Time: 3350.96 ms
[2022-04-11 10:14:59 main:574] : INFO : Epoch 1722 | loss: 0.0310637 | val_loss: 0.0311294 | Time: 3318.75 ms
[2022-04-11 10:15:03 main:574] : INFO : Epoch 1723 | loss: 0.0310606 | val_loss: 0.0311194 | Time: 3331.79 ms
[2022-04-11 10:15:06 main:574] : INFO : Epoch 1724 | loss: 0.0310568 | val_loss: 0.0311334 | Time: 3302.65 ms
[2022-04-11 10:15:09 main:574] : INFO : Epoch 1725 | loss: 0.0310598 | val_loss: 0.0311287 | Time: 3318.7 ms
[2022-04-11 10:15:13 main:574] : INFO : Epoch 1726 | loss: 0.0310637 | val_loss: 0.0311226 | Time: 3325.1 ms
[2022-04-11 10:15:16 main:574] : INFO : Epoch 1727 | loss: 0.0310655 | val_loss: 0.0311252 | Time: 3289.23 ms
[2022-04-11 10:15:19 main:574] : INFO : Epoch 1728 | loss: 0.0310584 | val_loss: 0.0311314 | Time: 3291.66 ms
[2022-04-11 10:15:22 main:574] : INFO : Epoch 1729 | loss: 0.0310551 | val_loss: 0.0311227 | Time: 3338.26 ms
[2022-04-11 10:15:26 main:574] : INFO : Epoch 1730 | loss: 0.0310645 | val_loss: 0.0311266 | Time: 3226.34 ms
[2022-04-11 10:15:29 main:574] : INFO : Epoch 1731 | loss: 0.0310681 | val_loss: 0.0311287 | Time: 3211.16 ms
[2022-04-11 10:15:32 main:574] : INFO : Epoch 1732 | loss: 0.0310641 | val_loss: 0.0311335 | Time: 3291.13 ms
[2022-04-11 10:15:35 main:574] : INFO : Epoch 1733 | loss: 0.0310753 | val_loss: 0.0311288 | Time: 3287.69 ms
[2022-04-11 10:15:39 main:574] : INFO : Epoch 1734 | loss: 0.0310731 | val_loss: 0.0311288 | Time: 3324.53 ms
[2022-04-11 10:15:42 main:574] : INFO : Epoch 1735 | loss: 0.0310723 | val_loss: 0.031119 | Time: 3345.24 ms
[2022-04-11 10:15:45 main:574] : INFO : Epoch 1736 | loss: 0.0310672 | val_loss: 0.0311242 | Time: 3291.58 ms
[2022-04-11 10:15:49 main:574] : INFO : Epoch 1737 | loss: 0.0310598 | val_loss: 0.0311441 | Time: 3287.85 ms
[2022-04-11 10:15:53 main:574] : INFO : Epoch 1738 | loss: 0.0310592 | val_loss: 0.0311281 | Time: 4271.65 ms
[2022-04-11 10:15:57 main:574] : INFO : Epoch 1739 | loss: 0.0310568 | val_loss: 0.0311303 | Time: 3510.76 ms
[2022-04-11 10:16:00 main:574] : INFO : Epoch 1740 | loss: 0.0310569 | val_loss: 0.0311146 | Time: 3543.82 ms
[2022-04-11 10:16:04 main:574] : INFO : Epoch 1741 | loss: 0.0310566 | val_loss: 0.0311278 | Time: 4017.13 ms
[2022-04-11 10:16:08 main:574] : INFO : Epoch 1742 | loss: 0.0310553 | val_loss: 0.0311272 | Time: 3593.55 ms
[2022-04-11 10:16:11 main:574] : INFO : Epoch 1743 | loss: 0.0310507 | val_loss: 0.0311342 | Time: 3238.79 ms
[2022-04-11 10:16:14 main:574] : INFO : Epoch 1744 | loss: 0.0310485 | val_loss: 0.0311342 | Time: 3253.55 ms
[2022-04-11 10:16:17 main:574] : INFO : Epoch 1745 | loss: 0.0310529 | val_loss: 0.0311335 | Time: 3280.53 ms
[2022-04-11 10:16:21 main:574] : INFO : Epoch 1746 | loss: 0.0310544 | val_loss: 0.0311318 | Time: 3303.29 ms
[2022-04-11 10:16:24 main:574] : INFO : Epoch 1747 | loss: 0.0310613 | val_loss: 0.03113 | Time: 3320.75 ms
[2022-04-11 10:16:28 main:574] : INFO : Epoch 1748 | loss: 0.0310578 | val_loss: 0.031125 | Time: 3475.66 ms
[2022-04-11 10:16:32 main:574] : INFO : Epoch 1749 | loss: 0.0310559 | val_loss: 0.0311238 | Time: 4159.07 ms
[2022-04-11 10:16:37 main:574] : INFO : Epoch 1750 | loss: 0.0310557 | val_loss: 0.03113 | Time: 5573.35 ms
[2022-04-11 10:16:42 main:574] : INFO : Epoch 1751 | loss: 0.0310502 | val_loss: 0.0311338 | Time: 4699.51 ms
[2022-04-11 10:16:45 main:574] : INFO : Epoch 1752 | loss: 0.0310485 | val_loss: 0.0311298 | Time: 3464.34 ms
[2022-04-11 10:16:49 main:574] : INFO : Epoch 1753 | loss: 0.0310495 | val_loss: 0.0311327 | Time: 3392.51 ms
[2022-04-11 10:16:52 main:574] : INFO : Epoch 1754 | loss: 0.0310624 | val_loss: 0.0311264 | Time: 3352.72 ms
[2022-04-11 10:16:56 main:574] : INFO : Epoch 1755 | loss: 0.0310718 | val_loss: 0.031129 | Time: 3369.28 ms
[2022-04-11 10:16:59 main:574] : INFO : Epoch 1756 | loss: 0.0310696 | val_loss: 0.031134 | Time: 3344.22 ms
[2022-04-11 10:17:02 main:574] : INFO : Epoch 1757 | loss: 0.0310564 | val_loss: 0.031126 | Time: 3329.9 ms
[2022-04-11 10:17:06 main:574] : INFO : Epoch 1758 | loss: 0.0310543 | val_loss: 0.0311304 | Time: 3316.84 ms
[2022-04-11 10:17:09 main:574] : INFO : Epoch 1759 | loss: 0.0310746 | val_loss: 0.0311353 | Time: 3319.62 ms
[2022-04-11 10:17:12 main:574] : INFO : Epoch 1760 | loss: 0.0311266 | val_loss: 0.0311308 | Time: 3321.8 ms
[2022-04-11 10:17:16 main:574] : INFO : Epoch 1761 | loss: 0.0311234 | val_loss: 0.0311261 | Time: 3338.26 ms
[2022-04-11 10:17:19 main:574] : INFO : Epoch 1762 | loss: 0.0311104 | val_loss: 0.031137 | Time: 3406.15 ms
[2022-04-11 10:17:22 main:574] : INFO : Epoch 1763 | loss: 0.0311039 | val_loss: 0.0311239 | Time: 3376.71 ms
[2022-04-11 10:17:26 main:574] : INFO : Epoch 1764 | loss: 0.0310953 | val_loss: 0.0311285 | Time: 3376.31 ms
[2022-04-11 10:17:29 main:574] : INFO : Epoch 1765 | loss: 0.0310859 | val_loss: 0.031123 | Time: 3230.45 ms
[2022-04-11 10:17:32 main:574] : INFO : Epoch 1766 | loss: 0.0310793 | val_loss: 0.0311323 | Time: 3266.41 ms
[2022-04-11 10:17:36 main:574] : INFO : Epoch 1767 | loss: 0.0310765 | val_loss: 0.0311279 | Time: 3257.13 ms
[2022-04-11 10:17:39 main:574] : INFO : Epoch 1768 | loss: 0.0310716 | val_loss: 0.0311285 | Time: 3238.02 ms
[2022-04-11 10:17:42 main:574] : INFO : Epoch 1769 | loss: 0.0310687 | val_loss: 0.0311283 | Time: 3264.81 ms
[2022-04-11 10:17:45 main:574] : INFO : Epoch 1770 | loss: 0.0310729 | val_loss: 0.0311216 | Time: 3259.87 ms
[2022-04-11 10:17:49 main:574] : INFO : Epoch 1771 | loss: 0.0310682 | val_loss: 0.0311277 | Time: 3262.47 ms
[2022-04-11 10:17:52 main:574] : INFO : Epoch 1772 | loss: 0.0310807 | val_loss: 0.0311445 | Time: 3251.14 ms
[2022-04-11 10:17:55 main:574] : INFO : Epoch 1773 | loss: 0.031081 | val_loss: 0.0311292 | Time: 3255.43 ms
[2022-04-11 10:17:58 main:574] : INFO : Epoch 1774 | loss: 0.0310762 | val_loss: 0.0311308 | Time: 3252.88 ms
[2022-04-11 10:18:02 main:574] : INFO : Epoch 1775 | loss: 0.0310718 | val_loss: 0.0311226 | Time: 3277.68 ms
[2022-04-11 10:18:05 main:574] : INFO : Epoch 1776 | loss: 0.0310719 | val_loss: 0.0311216 | Time: 3296.32 ms
[2022-04-11 10:18:08 main:574] : INFO : Epoch 1777 | loss: 0.0310731 | val_loss: 0.0311296 | Time: 3331.31 ms
[2022-04-11 10:18:11 main:574] : INFO : Epoch 1778 | loss: 0.0310723 | val_loss: 0.0311284 | Time: 3268.34 ms
[2022-04-11 10:18:15 main:574] : INFO : Epoch 1779 | loss: 0.0310704 | val_loss: 0.0311379 | Time: 3227.22 ms
[2022-04-11 10:18:18 main:574] : INFO : Epoch 1780 | loss: 0.0310649 | val_loss: 0.0311235 | Time: 3235.72 ms
[2022-04-11 10:18:21 main:574] : INFO : Epoch 1781 | loss: 0.0310663 | val_loss: 0.0311221 | Time: 3258.74 ms
[2022-04-11 10:18:24 main:574] : INFO : Epoch 1782 | loss: 0.0310616 | val_loss: 0.0311311 | Time: 3210.63 ms
[2022-04-11 10:18:28 main:574] : INFO : Epoch 1783 | loss: 0.0310659 | val_loss: 0.03112 | Time: 3741.88 ms
[2022-04-11 10:18:33 main:574] : INFO : Epoch 1784 | loss: 0.0310675 | val_loss: 0.031131 | Time: 4497.71 ms
[2022-04-11 10:18:36 main:574] : INFO : Epoch 1785 | loss: 0.0310619 | val_loss: 0.0311195 | Time: 3806.36 ms
[2022-04-11 10:18:40 main:574] : INFO : Epoch 1786 | loss: 0.0310577 | val_loss: 0.031121 | Time: 3765.23 ms
[2022-04-11 10:18:44 main:574] : INFO : Epoch 1787 | loss: 0.0310595 | val_loss: 0.031134 | Time: 3807.56 ms
[2022-04-11 10:18:48 main:574] : INFO : Epoch 1788 | loss: 0.0310574 | val_loss: 0.0311202 | Time: 3882.26 ms
[2022-04-11 10:18:52 main:574] : INFO : Epoch 1789 | loss: 0.0310538 | val_loss: 0.0311173 | Time: 4295.11 ms
[2022-04-11 10:18:57 main:574] : INFO : Epoch 1790 | loss: 0.0310549 | val_loss: 0.0311244 | Time: 4704.68 ms
[2022-04-11 10:19:01 main:574] : INFO : Epoch 1791 | loss: 0.0310679 | val_loss: 0.0311365 | Time: 4324 ms
[2022-04-11 10:19:05 main:574] : INFO : Epoch 1792 | loss: 0.031081 | val_loss: 0.031126 | Time: 3219.99 ms
[2022-04-11 10:19:08 main:574] : INFO : Epoch 1793 | loss: 0.031071 | val_loss: 0.0311239 | Time: 3210.13 ms
[2022-04-11 10:19:11 main:574] : INFO : Epoch 1794 | loss: 0.0310645 | val_loss: 0.0311277 | Time: 3242.34 ms
[2022-04-11 10:19:14 main:574] : INFO : Epoch 1795 | loss: 0.0310651 | val_loss: 0.0311299 | Time: 3234.31 ms
[2022-04-11 10:19:18 main:574] : INFO : Epoch 1796 | loss: 0.0310572 | val_loss: 0.0311193 | Time: 3297.21 ms
[2022-04-11 10:19:21 main:574] : INFO : Epoch 1797 | loss: 0.0310586 | val_loss: 0.0311234 | Time: 3354.47 ms
[2022-04-11 10:19:24 main:574] : INFO : Epoch 1798 | loss: 0.0310662 | val_loss: 0.0311348 | Time: 3341.64 ms
[2022-04-11 10:19:28 main:574] : INFO : Epoch 1799 | loss: 0.0310606 | val_loss: 0.0311246 | Time: 3354.42 ms
[2022-04-11 10:19:31 main:574] : INFO : Epoch 1800 | loss: 0.0310575 | val_loss: 0.0311224 | Time: 3369.09 ms
[2022-04-11 10:19:34 main:574] : INFO : Epoch 1801 | loss: 0.0310602 | val_loss: 0.0311281 | Time: 3359.42 ms
[2022-04-11 10:19:38 main:574] : INFO : Epoch 1802 | loss: 0.0310538 | val_loss: 0.0311225 | Time: 3359.83 ms
[2022-04-11 10:19:41 main:574] : INFO : Epoch 1803 | loss: 0.0310607 | val_loss: 0.0311327 | Time: 3344.02 ms
[2022-04-11 10:19:44 main:574] : INFO : Epoch 1804 | loss: 0.0310618 | val_loss: 0.0311196 | Time: 3356.17 ms
[2022-04-11 10:19:48 main:574] : INFO : Epoch 1805 | loss: 0.0310601 | val_loss: 0.0311305 | Time: 3351.53 ms
[2022-04-11 10:19:51 main:574] : INFO : Epoch 1806 | loss: 0.0310585 | val_loss: 0.0311171 | Time: 3262.64 ms
[2022-04-11 10:19:54 main:574] : INFO : Epoch 1807 | loss: 0.0310582 | val_loss: 0.0311198 | Time: 3230.72 ms
[2022-04-11 10:19:57 main:574] : INFO : Epoch 1808 | loss: 0.0310549 | val_loss: 0.0311229 | Time: 3193.57 ms
[2022-04-11 10:20:01 main:574] : INFO : Epoch 1809 | loss: 0.0310512 | val_loss: 0.0311207 | Time: 3235.92 ms
[2022-04-11 10:20:04 main:574] : INFO : Epoch 1810 | loss: 0.0310509 | val_loss: 0.0311208 | Time: 3238.07 ms
[2022-04-11 10:20:07 main:574] : INFO : Epoch 1811 | loss: 0.0310684 | val_loss: 0.0311321 | Time: 3242.4 ms
[2022-04-11 10:20:10 main:574] : INFO : Epoch 1812 | loss: 0.0310783 | val_loss: 0.0311203 | Time: 3252.91 ms
[2022-04-11 10:20:14 main:574] : INFO : Epoch 1813 | loss: 0.0310674 | val_loss: 0.0311227 | Time: 3252 ms
[2022-04-11 10:20:17 main:574] : INFO : Epoch 1814 | loss: 0.0310699 | val_loss: 0.0311175 | Time: 3238.17 ms
[2022-04-11 10:20:20 main:574] : INFO : Epoch 1815 | loss: 0.0310646 | val_loss: 0.0311061 | Time: 3261.8 ms
[2022-04-11 10:20:23 main:574] : INFO : Epoch 1816 | loss: 0.0310619 | val_loss: 0.0311203 | Time: 3278.93 ms
[2022-04-11 10:20:27 main:574] : INFO : Epoch 1817 | loss: 0.031057 | val_loss: 0.0311207 | Time: 3278.96 ms
[2022-04-11 10:20:30 main:574] : INFO : Epoch 1818 | loss: 0.0310561 | val_loss: 0.0311244 | Time: 3284.54 ms
[2022-04-11 10:20:33 main:574] : INFO : Epoch 1819 | loss: 0.0310568 | val_loss: 0.03112 | Time: 3330.33 ms
[2022-04-11 10:20:37 main:574] : INFO : Epoch 1820 | loss: 0.0310539 | val_loss: 0.0311182 | Time: 3567.15 ms
[2022-04-11 10:20:40 main:574] : INFO : Epoch 1821 | loss: 0.0310529 | val_loss: 0.0311227 | Time: 3496.82 ms
[2022-04-11 10:20:44 main:574] : INFO : Epoch 1822 | loss: 0.0310543 | val_loss: 0.0311192 | Time: 3469.91 ms
[2022-04-11 10:20:47 main:574] : INFO : Epoch 1823 | loss: 0.0310518 | val_loss: 0.0311178 | Time: 3573.95 ms
[2022-04-11 10:20:51 main:574] : INFO : Epoch 1824 | loss: 0.0310495 | val_loss: 0.0311173 | Time: 3956.06 ms
[2022-04-11 10:20:56 main:574] : INFO : Epoch 1825 | loss: 0.0310479 | val_loss: 0.0311185 | Time: 4203.81 ms
[2022-04-11 10:20:59 main:574] : INFO : Epoch 1826 | loss: 0.0310534 | val_loss: 0.0311276 | Time: 3256.77 ms
[2022-04-11 10:21:02 main:574] : INFO : Epoch 1827 | loss: 0.0310659 | val_loss: 0.0311346 | Time: 3292.2 ms
[2022-04-11 10:21:05 main:574] : INFO : Epoch 1828 | loss: 0.0310761 | val_loss: 0.0311229 | Time: 3296.59 ms
[2022-04-11 10:21:09 main:574] : INFO : Epoch 1829 | loss: 0.031068 | val_loss: 0.0311223 | Time: 3240.32 ms
[2022-04-11 10:21:12 main:574] : INFO : Epoch 1830 | loss: 0.0310639 | val_loss: 0.0311225 | Time: 3235.71 ms
[2022-04-11 10:21:15 main:574] : INFO : Epoch 1831 | loss: 0.0310541 | val_loss: 0.0311181 | Time: 3222.18 ms
[2022-04-11 10:21:18 main:574] : INFO : Epoch 1832 | loss: 0.0310544 | val_loss: 0.0311136 | Time: 3233.25 ms
[2022-04-11 10:21:22 main:574] : INFO : Epoch 1833 | loss: 0.0310541 | val_loss: 0.0311156 | Time: 3212.18 ms
[2022-04-11 10:21:25 main:574] : INFO : Epoch 1834 | loss: 0.0310575 | val_loss: 0.0311224 | Time: 3227.69 ms
[2022-04-11 10:21:28 main:574] : INFO : Epoch 1835 | loss: 0.0310522 | val_loss: 0.0311123 | Time: 3253.37 ms
[2022-04-11 10:21:31 main:574] : INFO : Epoch 1836 | loss: 0.0310507 | val_loss: 0.0311231 | Time: 3315.97 ms
[2022-04-11 10:21:35 main:574] : INFO : Epoch 1837 | loss: 0.0310497 | val_loss: 0.031125 | Time: 3265.53 ms
[2022-04-11 10:21:38 main:574] : INFO : Epoch 1838 | loss: 0.0310551 | val_loss: 0.0311323 | Time: 3288.55 ms
[2022-04-11 10:21:41 main:574] : INFO : Epoch 1839 | loss: 0.0310593 | val_loss: 0.031117 | Time: 3278.08 ms
[2022-04-11 10:21:45 main:574] : INFO : Epoch 1840 | loss: 0.0310611 | val_loss: 0.0311272 | Time: 3357.58 ms
[2022-04-11 10:21:48 main:574] : INFO : Epoch 1841 | loss: 0.0310631 | val_loss: 0.0311301 | Time: 3385.53 ms
[2022-04-11 10:21:51 main:574] : INFO : Epoch 1842 | loss: 0.031056 | val_loss: 0.0311213 | Time: 3385.75 ms
[2022-04-11 10:21:55 main:574] : INFO : Epoch 1843 | loss: 0.0310507 | val_loss: 0.0311204 | Time: 3390.51 ms
[2022-04-11 10:21:58 main:574] : INFO : Epoch 1844 | loss: 0.0310486 | val_loss: 0.0311193 | Time: 3435.94 ms
[2022-04-11 10:22:02 main:574] : INFO : Epoch 1845 | loss: 0.0310457 | val_loss: 0.0311249 | Time: 3378.14 ms
[2022-04-11 10:22:05 main:574] : INFO : Epoch 1846 | loss: 0.0310471 | val_loss: 0.0311151 | Time: 3260.82 ms
[2022-04-11 10:22:08 main:574] : INFO : Epoch 1847 | loss: 0.0310506 | val_loss: 0.0311202 | Time: 3256.69 ms
[2022-04-11 10:22:11 main:574] : INFO : Epoch 1848 | loss: 0.0310492 | val_loss: 0.0311266 | Time: 3248.82 ms
[2022-04-11 10:22:15 main:574] : INFO : Epoch 1849 | loss: 0.031048 | val_loss: 0.0311201 | Time: 3236.71 ms
[2022-04-11 10:22:18 main:574] : INFO : Epoch 1850 | loss: 0.0310476 | val_loss: 0.0311221 | Time: 3230.09 ms
[2022-04-11 10:22:21 main:574] : INFO : Epoch 1851 | loss: 0.0310467 | val_loss: 0.0311287 | Time: 3239.46 ms
[2022-04-11 10:22:24 main:574] : INFO : Epoch 1852 | loss: 0.0310532 | val_loss: 0.0311266 | Time: 3224.64 ms
[2022-04-11 10:22:28 main:574] : INFO : Epoch 1853 | loss: 0.0310614 | val_loss: 0.0311299 | Time: 3268.14 ms
[2022-04-11 10:22:31 main:574] : INFO : Epoch 1854 | loss: 0.0310563 | val_loss: 0.0311235 | Time: 3261.04 ms
[2022-04-11 10:22:34 main:574] : INFO : Epoch 1855 | loss: 0.0310564 | val_loss: 0.0311132 | Time: 3238.89 ms
[2022-04-11 10:22:37 main:574] : INFO : Epoch 1856 | loss: 0.0310636 | val_loss: 0.0311214 | Time: 3243.81 ms
[2022-04-11 10:22:41 main:574] : INFO : Epoch 1857 | loss: 0.031056 | val_loss: 0.0311215 | Time: 3245.09 ms
[2022-04-11 10:22:44 main:574] : INFO : Epoch 1858 | loss: 0.0310581 | val_loss: 0.0311186 | Time: 3251.89 ms
[2022-04-11 10:22:47 main:574] : INFO : Epoch 1859 | loss: 0.0310501 | val_loss: 0.0311235 | Time: 3258.16 ms
[2022-04-11 10:22:50 main:574] : INFO : Epoch 1860 | loss: 0.0310567 | val_loss: 0.0311215 | Time: 3270.16 ms
[2022-04-11 10:22:54 main:574] : INFO : Epoch 1861 | loss: 0.0310735 | val_loss: 0.0311169 | Time: 3252.5 ms
[2022-04-11 10:22:57 main:574] : INFO : Epoch 1862 | loss: 0.0310764 | val_loss: 0.0311179 | Time: 3268.57 ms
[2022-04-11 10:23:00 main:574] : INFO : Epoch 1863 | loss: 0.0310698 | val_loss: 0.0311259 | Time: 3278.67 ms
[2022-04-11 10:23:03 main:574] : INFO : Epoch 1864 | loss: 0.0310676 | val_loss: 0.0311239 | Time: 3210.62 ms
[2022-04-11 10:23:07 main:574] : INFO : Epoch 1865 | loss: 0.0310595 | val_loss: 0.0311127 | Time: 3232.54 ms
[2022-04-11 10:23:10 main:574] : INFO : Epoch 1866 | loss: 0.0310561 | val_loss: 0.0311161 | Time: 3223.28 ms
[2022-04-11 10:23:13 main:574] : INFO : Epoch 1867 | loss: 0.0310565 | val_loss: 0.0311121 | Time: 3216.16 ms
[2022-04-11 10:23:16 main:574] : INFO : Epoch 1868 | loss: 0.0310598 | val_loss: 0.0311153 | Time: 3261.75 ms
[2022-04-11 10:23:20 main:574] : INFO : Epoch 1869 | loss: 0.0310544 | val_loss: 0.0311198 | Time: 3231.59 ms
[2022-04-11 10:23:23 main:574] : INFO : Epoch 1870 | loss: 0.0310563 | val_loss: 0.0311108 | Time: 3228.94 ms
[2022-04-11 10:23:26 main:574] : INFO : Epoch 1871 | loss: 0.0310506 | val_loss: 0.0311133 | Time: 3236.39 ms
[2022-04-11 10:23:29 main:574] : INFO : Epoch 1872 | loss: 0.0310515 | val_loss: 0.0311194 | Time: 3252.26 ms
[2022-04-11 10:23:33 main:574] : INFO : Epoch 1873 | loss: 0.0310507 | val_loss: 0.0311174 | Time: 3615.29 ms
[2022-04-11 10:23:37 main:574] : INFO : Epoch 1874 | loss: 0.0310477 | val_loss: 0.031107 | Time: 3773.37 ms
[2022-04-11 10:23:40 main:574] : INFO : Epoch 1875 | loss: 0.031046 | val_loss: 0.0311075 | Time: 3747.4 ms
[2022-04-11 10:23:45 main:574] : INFO : Epoch 1876 | loss: 0.031046 | val_loss: 0.0311211 | Time: 4245.57 ms
[2022-04-11 10:23:48 main:574] : INFO : Epoch 1877 | loss: 0.031046 | val_loss: 0.0311169 | Time: 3647.37 ms
[2022-04-11 10:23:52 main:574] : INFO : Epoch 1878 | loss: 0.0310434 | val_loss: 0.0311233 | Time: 3336.47 ms
[2022-04-11 10:23:55 main:574] : INFO : Epoch 1879 | loss: 0.0310526 | val_loss: 0.0311155 | Time: 3367.99 ms
[2022-04-11 10:23:58 main:574] : INFO : Epoch 1880 | loss: 0.0310518 | val_loss: 0.0311245 | Time: 3367.97 ms
[2022-04-11 10:24:02 main:574] : INFO : Epoch 1881 | loss: 0.0310444 | val_loss: 0.0311203 | Time: 3334.88 ms
[2022-04-11 10:24:05 main:574] : INFO : Epoch 1882 | loss: 0.0310461 | val_loss: 0.0311147 | Time: 3354.11 ms
[2022-04-11 10:24:09 main:574] : INFO : Epoch 1883 | loss: 0.0310445 | val_loss: 0.0311178 | Time: 3362.44 ms
[2022-04-11 10:24:12 main:574] : INFO : Epoch 1884 | loss: 0.0310424 | val_loss: 0.0311174 | Time: 3340.2 ms
[2022-04-11 10:24:15 main:574] : INFO : Epoch 1885 | loss: 0.0310445 | val_loss: 0.0311291 | Time: 3346.88 ms
[2022-04-11 10:24:19 main:574] : INFO : Epoch 1886 | loss: 0.0310432 | val_loss: 0.0311312 | Time: 3299.29 ms
[2022-04-11 10:24:22 main:574] : INFO : Epoch 1887 | loss: 0.0310402 | val_loss: 0.0311277 | Time: 3153.49 ms
[2022-04-11 10:24:25 main:574] : INFO : Epoch 1888 | loss: 0.0310407 | val_loss: 0.0311247 | Time: 3161.77 ms
[2022-04-11 10:24:28 main:574] : INFO : Epoch 1889 | loss: 0.0310431 | val_loss: 0.0311216 | Time: 3210.62 ms
[2022-04-11 10:24:31 main:574] : INFO : Epoch 1890 | loss: 0.0310484 | val_loss: 0.0311318 | Time: 3327.15 ms
[2022-04-11 10:24:35 main:574] : INFO : Epoch 1891 | loss: 0.0310485 | val_loss: 0.0311272 | Time: 3356.42 ms
[2022-04-11 10:24:38 main:574] : INFO : Epoch 1892 | loss: 0.0310473 | val_loss: 0.0311359 | Time: 3382.89 ms
[2022-04-11 10:24:42 main:574] : INFO : Epoch 1893 | loss: 0.0310445 | val_loss: 0.0311361 | Time: 3350.58 ms
[2022-04-11 10:24:45 main:574] : INFO : Epoch 1894 | loss: 0.0310469 | val_loss: 0.0311329 | Time: 3342.31 ms
[2022-04-11 10:24:48 main:574] : INFO : Epoch 1895 | loss: 0.03104 | val_loss: 0.031136 | Time: 3327.99 ms
[2022-04-11 10:24:52 main:574] : INFO : Epoch 1896 | loss: 0.0310423 | val_loss: 0.0311318 | Time: 3352.12 ms
[2022-04-11 10:24:55 main:574] : INFO : Epoch 1897 | loss: 0.0310418 | val_loss: 0.0311267 | Time: 3321.78 ms
[2022-04-11 10:24:58 main:574] : INFO : Epoch 1898 | loss: 0.0310451 | val_loss: 0.0311256 | Time: 3345.94 ms
[2022-04-11 10:25:02 main:574] : INFO : Epoch 1899 | loss: 0.0310443 | val_loss: 0.0311249 | Time: 3262.79 ms
[2022-04-11 10:25:05 main:574] : INFO : Epoch 1900 | loss: 0.031051 | val_loss: 0.0311773 | Time: 3315.64 ms
[2022-04-11 10:25:08 main:574] : INFO : Epoch 1901 | loss: 0.0481704 | val_loss: 0.0634049 | Time: 3321.56 ms
[2022-04-11 10:25:11 main:574] : INFO : Epoch 1902 | loss: 0.0471762 | val_loss: 0.0344933 | Time: 3341.26 ms
[2022-04-11 10:25:15 main:574] : INFO : Epoch 1903 | loss: 0.0326732 | val_loss: 0.0313789 | Time: 3333.31 ms
[2022-04-11 10:25:18 main:574] : INFO : Epoch 1904 | loss: 0.0313573 | val_loss: 0.0312235 | Time: 3338.93 ms
[2022-04-11 10:25:22 main:574] : INFO : Epoch 1905 | loss: 0.0312042 | val_loss: 0.0311812 | Time: 3328.73 ms
[2022-04-11 10:25:25 main:574] : INFO : Epoch 1906 | loss: 0.0311744 | val_loss: 0.0311645 | Time: 3316.53 ms
[2022-04-11 10:25:28 main:574] : INFO : Epoch 1907 | loss: 0.0311646 | val_loss: 0.0311616 | Time: 3349.27 ms
[2022-04-11 10:25:32 main:574] : INFO : Epoch 1908 | loss: 0.0311615 | val_loss: 0.0311573 | Time: 3337.29 ms
[2022-04-11 10:25:35 main:574] : INFO : Epoch 1909 | loss: 0.0311573 | val_loss: 0.0311536 | Time: 3328.59 ms
[2022-04-11 10:25:38 main:574] : INFO : Epoch 1910 | loss: 0.0311524 | val_loss: 0.0311488 | Time: 3157.59 ms
[2022-04-11 10:25:41 main:574] : INFO : Epoch 1911 | loss: 0.0311359 | val_loss: 0.0311343 | Time: 3132.02 ms
[2022-04-11 10:25:44 main:574] : INFO : Epoch 1912 | loss: 0.0311129 | val_loss: 0.0311245 | Time: 3171.48 ms
[2022-04-11 10:25:48 main:574] : INFO : Epoch 1913 | loss: 0.0310986 | val_loss: 0.0311266 | Time: 3203.33 ms
[2022-04-11 10:25:51 main:574] : INFO : Epoch 1914 | loss: 0.0310911 | val_loss: 0.0311266 | Time: 3273.16 ms
[2022-04-11 10:25:54 main:574] : INFO : Epoch 1915 | loss: 0.0310839 | val_loss: 0.0311265 | Time: 3276.06 ms
[2022-04-11 10:25:57 main:574] : INFO : Epoch 1916 | loss: 0.0310807 | val_loss: 0.0311262 | Time: 3272.95 ms
[2022-04-11 10:26:01 main:574] : INFO : Epoch 1917 | loss: 0.0310754 | val_loss: 0.0311262 | Time: 3261.41 ms
[2022-04-11 10:26:04 main:574] : INFO : Epoch 1918 | loss: 0.0310748 | val_loss: 0.0311231 | Time: 3267.92 ms
[2022-04-11 10:26:07 main:574] : INFO : Epoch 1919 | loss: 0.0310721 | val_loss: 0.0311119 | Time: 3254.71 ms
[2022-04-11 10:26:10 main:574] : INFO : Epoch 1920 | loss: 0.0310693 | val_loss: 0.0311204 | Time: 3237.71 ms
[2022-04-11 10:26:14 main:574] : INFO : Epoch 1921 | loss: 0.031066 | val_loss: 0.0311177 | Time: 3263.58 ms
[2022-04-11 10:26:17 main:574] : INFO : Epoch 1922 | loss: 0.0310638 | val_loss: 0.0311235 | Time: 3258.68 ms
[2022-04-11 10:26:20 main:574] : INFO : Epoch 1923 | loss: 0.0310607 | val_loss: 0.0311221 | Time: 3251.68 ms
[2022-04-11 10:26:23 main:574] : INFO : Epoch 1924 | loss: 0.0310604 | val_loss: 0.0311223 | Time: 3251.51 ms
[2022-04-11 10:26:27 main:574] : INFO : Epoch 1925 | loss: 0.0310605 | val_loss: 0.0311181 | Time: 3229.41 ms
[2022-04-11 10:26:30 main:574] : INFO : Epoch 1926 | loss: 0.0310601 | val_loss: 0.0311219 | Time: 3229.12 ms
[2022-04-11 10:26:33 main:574] : INFO : Epoch 1927 | loss: 0.0310585 | val_loss: 0.0311254 | Time: 3241.77 ms
[2022-04-11 10:26:36 main:574] : INFO : Epoch 1928 | loss: 0.0310606 | val_loss: 0.031119 | Time: 3235.47 ms
[2022-04-11 10:26:40 main:574] : INFO : Epoch 1929 | loss: 0.0310588 | val_loss: 0.0311249 | Time: 3233.94 ms
[2022-04-11 10:26:43 main:574] : INFO : Epoch 1930 | loss: 0.0310603 | val_loss: 0.0311215 | Time: 3735.2 ms
[2022-04-11 10:26:46 main:574] : INFO : Epoch 1931 | loss: 0.0310559 | val_loss: 0.0311189 | Time: 3012.62 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3080 Ti)
[2022-04-12 08:41:24 main:435] : INFO : Set logging level to 1
[2022-04-12 08:41:24 main:441] : INFO : Running in BOINC Client mode
[2022-04-12 08:41:24 main:444] : INFO : Resolving all filenames
[2022-04-12 08:41:24 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-12 08:41:24 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-12 08:41:24 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-12 08:41:24 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-12 08:41:24 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-12 08:41:24 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-12 08:41:24 main:474] : INFO : Configuration:
[2022-04-12 08:41:24 main:475] : INFO : Model type: GRU
[2022-04-12 08:41:24 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-12 08:41:24 main:477] : INFO : Max Epochs: 2048
[2022-04-12 08:41:24 main:478] : INFO : Batch Size: 128
[2022-04-12 08:41:24 main:479] : INFO : Learning Rate: 0.01
[2022-04-12 08:41:24 main:480] : INFO : Patience: 10
[2022-04-12 08:41:24 main:481] : INFO : Hidden Width: 12
[2022-04-12 08:41:24 main:482] : INFO : # Recurrent Layers: 4
[2022-04-12 08:41:24 main:483] : INFO : # Backend Layers: 4
[2022-04-12 08:41:24 main:484] : INFO : # Threads: 1
[2022-04-12 08:41:24 main:486] : INFO : Preparing Dataset
[2022-04-12 08:41:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-12 08:41:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-12 08:58:28 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-12 08:58:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-12 08:58:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-12 08:58:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-12 08:58:28 main:494] : INFO : Creating Model
[2022-04-12 08:58:28 main:507] : INFO : Preparing config file
[2022-04-12 08:58:28 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-12 08:58:28 main:512] : INFO : Loading config
[2022-04-12 08:58:28 main:514] : INFO : Loading state
[2022-04-12 09:10:34 main:559] : INFO : Loading DataLoader into Memory
[2022-04-12 09:10:34 main:562] : INFO : Starting Training
[2022-04-12 09:11:45 main:574] : INFO : Epoch 1888 | loss: 0.0311186 | val_loss: 0.0311383 | Time: 70900.3 ms
[2022-04-12 09:11:47 main:574] : INFO : Epoch 1889 | loss: 0.0310564 | val_loss: 0.0311228 | Time: 2582.34 ms
[2022-04-12 09:11:50 main:574] : INFO : Epoch 1890 | loss: 0.0310523 | val_loss: 0.0311256 | Time: 2569.39 ms
[2022-04-12 09:11:52 main:574] : INFO : Epoch 1891 | loss: 0.0310459 | val_loss: 0.0311176 | Time: 2565.42 ms
[2022-04-12 09:11:55 main:574] : INFO : Epoch 1892 | loss: 0.0310457 | val_loss: 0.0311166 | Time: 2554.05 ms
[2022-04-12 09:11:57 main:574] : INFO : Epoch 1893 | loss: 0.031044 | val_loss: 0.0311185 | Time: 2559.22 ms
[2022-04-12 09:12:00 main:574] : INFO : Epoch 1894 | loss: 0.0310464 | val_loss: 0.0311184 | Time: 2556.4 ms
[2022-04-12 09:12:03 main:574] : INFO : Epoch 1895 | loss: 0.0310488 | val_loss: 0.0311248 | Time: 2558.85 ms
[2022-04-12 09:12:05 main:574] : INFO : Epoch 1896 | loss: 0.0310477 | val_loss: 0.0311185 | Time: 2564.47 ms
[2022-04-12 09:12:08 main:574] : INFO : Epoch 1897 | loss: 0.0310438 | val_loss: 0.031121 | Time: 2564.97 ms
[2022-04-12 09:12:10 main:574] : INFO : Epoch 1898 | loss: 0.0310503 | val_loss: 0.0311292 | Time: 2559.93 ms
[2022-04-12 09:12:13 main:574] : INFO : Epoch 1899 | loss: 0.031063 | val_loss: 0.0311207 | Time: 2557.46 ms
[2022-04-12 09:12:15 main:574] : INFO : Epoch 1900 | loss: 0.0310557 | val_loss: 0.0311248 | Time: 2552.93 ms
[2022-04-12 09:12:18 main:574] : INFO : Epoch 1901 | loss: 0.0310533 | val_loss: 0.031123 | Time: 2569.4 ms
[2022-04-12 09:12:20 main:574] : INFO : Epoch 1902 | loss: 0.0310675 | val_loss: 0.0311196 | Time: 2564.34 ms
[2022-04-12 09:12:23 main:574] : INFO : Epoch 1903 | loss: 0.031064 | val_loss: 0.031122 | Time: 2570.95 ms
[2022-04-12 09:12:26 main:574] : INFO : Epoch 1904 | loss: 0.0310633 | val_loss: 0.0311212 | Time: 2571.25 ms
[2022-04-12 09:12:28 main:574] : INFO : Epoch 1905 | loss: 0.03106 | val_loss: 0.0311283 | Time: 2572.5 ms
[2022-04-12 09:12:31 main:574] : INFO : Epoch 1906 | loss: 0.0310594 | val_loss: 0.031129 | Time: 2575.51 ms
[2022-04-12 09:12:33 main:574] : INFO : Epoch 1907 | loss: 0.0310553 | val_loss: 0.0311252 | Time: 2563.49 ms
[2022-04-12 09:12:36 main:574] : INFO : Epoch 1908 | loss: 0.0310478 | val_loss: 0.0311222 | Time: 2570.68 ms
[2022-04-12 09:12:38 main:574] : INFO : Epoch 1909 | loss: 0.0310492 | val_loss: 0.0311203 | Time: 2576.82 ms
[2022-04-12 09:12:41 main:574] : INFO : Epoch 1910 | loss: 0.0310519 | val_loss: 0.0311265 | Time: 2573.42 ms
[2022-04-12 09:12:44 main:574] : INFO : Epoch 1911 | loss: 0.0310498 | val_loss: 0.0311329 | Time: 2568.9 ms
[2022-04-12 09:12:46 main:574] : INFO : Epoch 1912 | loss: 0.0310507 | val_loss: 0.0311326 | Time: 2569.95 ms
[2022-04-12 09:12:49 main:574] : INFO : Epoch 1913 | loss: 0.0310521 | val_loss: 0.0311173 | Time: 2581.08 ms
[2022-04-12 09:12:51 main:574] : INFO : Epoch 1914 | loss: 0.0310527 | val_loss: 0.0311245 | Time: 2569.83 ms
[2022-04-12 09:12:54 main:574] : INFO : Epoch 1915 | loss: 0.0310525 | val_loss: 0.0311475 | Time: 2581.15 ms
[2022-04-12 09:12:57 main:574] : INFO : Epoch 1916 | loss: 0.0310518 | val_loss: 0.0311294 | Time: 2603.4 ms
[2022-04-12 09:12:59 main:574] : INFO : Epoch 1917 | loss: 0.0310451 | val_loss: 0.0311209 | Time: 2632.41 ms
[2022-04-12 09:13:02 main:574] : INFO : Epoch 1918 | loss: 0.0310495 | val_loss: 0.0311183 | Time: 2626.17 ms
[2022-04-12 09:13:04 main:574] : INFO : Epoch 1919 | loss: 0.0310445 | val_loss: 0.0311245 | Time: 2571.92 ms
[2022-04-12 09:13:07 main:574] : INFO : Epoch 1920 | loss: 0.0310401 | val_loss: 0.0311215 | Time: 2586.3 ms
[2022-04-12 09:13:10 main:574] : INFO : Epoch 1921 | loss: 0.0310422 | val_loss: 0.031119 | Time: 2578.67 ms
[2022-04-12 09:13:12 main:574] : INFO : Epoch 1922 | loss: 0.0310414 | val_loss: 0.031114 | Time: 2566 ms
[2022-04-12 09:13:15 main:574] : INFO : Epoch 1923 | loss: 0.0310435 | val_loss: 0.0311284 | Time: 2559.05 ms
[2022-04-12 09:13:17 main:574] : INFO : Epoch 1924 | loss: 0.0310519 | val_loss: 0.0311337 | Time: 2561.55 ms
[2022-04-12 09:13:20 main:574] : INFO : Epoch 1925 | loss: 0.031045 | val_loss: 0.0311429 | Time: 2572.51 ms
[2022-04-12 09:13:22 main:574] : INFO : Epoch 1926 | loss: 0.0310422 | val_loss: 0.0311338 | Time: 2560.5 ms
[2022-04-12 09:13:25 main:574] : INFO : Epoch 1927 | loss: 0.0310399 | val_loss: 0.0311365 | Time: 2557.55 ms
[2022-04-12 09:13:28 main:574] : INFO : Epoch 1928 | loss: 0.0310398 | val_loss: 0.0311293 | Time: 2546.81 ms
[2022-04-12 09:13:30 main:574] : INFO : Epoch 1929 | loss: 0.031038 | val_loss: 0.0311358 | Time: 2560.54 ms
[2022-04-12 09:13:33 main:574] : INFO : Epoch 1930 | loss: 0.0310416 | val_loss: 0.0311322 | Time: 2554.5 ms
[2022-04-12 09:13:35 main:574] : INFO : Epoch 1931 | loss: 0.0310388 | val_loss: 0.031123 | Time: 2560.76 ms
[2022-04-12 09:13:38 main:574] : INFO : Epoch 1932 | loss: 0.0310435 | val_loss: 0.0311326 | Time: 2562.65 ms
[2022-04-12 09:13:40 main:574] : INFO : Epoch 1933 | loss: 0.0310519 | val_loss: 0.0311264 | Time: 2572.53 ms
[2022-04-12 09:13:43 main:574] : INFO : Epoch 1934 | loss: 0.0310445 | val_loss: 0.0311326 | Time: 2575.3 ms
[2022-04-12 09:13:45 main:574] : INFO : Epoch 1935 | loss: 0.03104 | val_loss: 0.0311439 | Time: 2564.81 ms
[2022-04-12 09:13:48 main:574] : INFO : Epoch 1936 | loss: 0.0310404 | val_loss: 0.0311248 | Time: 2568.52 ms
[2022-04-12 09:13:51 main:574] : INFO : Epoch 1937 | loss: 0.0310392 | val_loss: 0.0311252 | Time: 2566.64 ms
[2022-04-12 09:13:53 main:574] : INFO : Epoch 1938 | loss: 0.0310378 | val_loss: 0.0311334 | Time: 2565.56 ms
[2022-04-12 09:13:56 main:574] : INFO : Epoch 1939 | loss: 0.0310364 | val_loss: 0.0311349 | Time: 2570.62 ms
[2022-04-12 09:13:58 main:574] : INFO : Epoch 1940 | loss: 0.0310326 | val_loss: 0.0311392 | Time: 2563.85 ms
[2022-04-12 09:14:01 main:574] : INFO : Epoch 1941 | loss: 0.031037 | val_loss: 0.0311398 | Time: 2578.78 ms
[2022-04-12 09:14:03 main:574] : INFO : Epoch 1942 | loss: 0.0310413 | val_loss: 0.0311324 | Time: 2561.5 ms
[2022-04-12 09:14:06 main:574] : INFO : Epoch 1943 | loss: 0.0310407 | val_loss: 0.0311257 | Time: 2567.44 ms
[2022-04-12 09:14:09 main:574] : INFO : Epoch 1944 | loss: 0.0310412 | val_loss: 0.0311198 | Time: 2554.94 ms
[2022-04-12 09:14:11 main:574] : INFO : Epoch 1945 | loss: 0.0310436 | val_loss: 0.031128 | Time: 2578.33 ms
[2022-04-12 09:14:14 main:574] : INFO : Epoch 1946 | loss: 0.0310418 | val_loss: 0.0311255 | Time: 2554.15 ms
[2022-04-12 09:14:16 main:574] : INFO : Epoch 1947 | loss: 0.0310358 | val_loss: 0.0311198 | Time: 2554.65 ms
[2022-04-12 09:14:19 main:574] : INFO : Epoch 1948 | loss: 0.0310341 | val_loss: 0.0311193 | Time: 2553.93 ms
[2022-04-12 09:14:21 main:574] : INFO : Epoch 1949 | loss: 0.0310366 | val_loss: 0.0311201 | Time: 2565.69 ms
[2022-04-12 09:14:24 main:574] : INFO : Epoch 1950 | loss: 0.0310355 | val_loss: 0.0311238 | Time: 2553.61 ms
[2022-04-12 09:14:27 main:574] : INFO : Epoch 1951 | loss: 0.031032 | val_loss: 0.0311222 | Time: 2560.59 ms
[2022-04-12 09:14:29 main:574] : INFO : Epoch 1952 | loss: 0.0310325 | val_loss: 0.0311318 | Time: 2560.6 ms
[2022-04-12 09:14:32 main:574] : INFO : Epoch 1953 | loss: 0.0310385 | val_loss: 0.0311302 | Time: 2559.61 ms
[2022-04-12 09:14:34 main:574] : INFO : Epoch 1954 | loss: 0.0310416 | val_loss: 0.0311462 | Time: 2554.46 ms
[2022-04-12 09:14:37 main:574] : INFO : Epoch 1955 | loss: 0.0310401 | val_loss: 0.0311307 | Time: 2565.61 ms
[2022-04-12 09:14:39 main:574] : INFO : Epoch 1956 | loss: 0.0310365 | val_loss: 0.0311291 | Time: 2559.26 ms
[2022-04-12 09:14:42 main:574] : INFO : Epoch 1957 | loss: 0.0310413 | val_loss: 0.0311299 | Time: 2565.81 ms
[2022-04-12 09:14:44 main:574] : INFO : Epoch 1958 | loss: 0.0310403 | val_loss: 0.0311328 | Time: 2563.63 ms
[2022-04-12 09:14:47 main:574] : INFO : Epoch 1959 | loss: 0.0310375 | val_loss: 0.031134 | Time: 2553.05 ms
[2022-04-12 09:14:50 main:574] : INFO : Epoch 1960 | loss: 0.031031 | val_loss: 0.0311244 | Time: 2557.62 ms
[2022-04-12 09:14:52 main:574] : INFO : Epoch 1961 | loss: 0.0310301 | val_loss: 0.0311307 | Time: 2580.24 ms
[2022-04-12 09:14:55 main:574] : INFO : Epoch 1962 | loss: 0.0310331 | val_loss: 0.0311452 | Time: 2554.61 ms
[2022-04-12 09:14:57 main:574] : INFO : Epoch 1963 | loss: 0.0310323 | val_loss: 0.0311473 | Time: 2554.88 ms
[2022-04-12 09:15:00 main:574] : INFO : Epoch 1964 | loss: 0.0310328 | val_loss: 0.0311308 | Time: 2554.5 ms
[2022-04-12 09:15:02 main:574] : INFO : Epoch 1965 | loss: 0.0310312 | val_loss: 0.0311432 | Time: 2560.01 ms
[2022-04-12 09:15:05 main:574] : INFO : Epoch 1966 | loss: 0.03103 | val_loss: 0.0311294 | Time: 2564.99 ms
[2022-04-12 09:15:08 main:574] : INFO : Epoch 1967 | loss: 0.0310309 | val_loss: 0.03113 | Time: 2554.17 ms
[2022-04-12 09:15:10 main:574] : INFO : Epoch 1968 | loss: 0.0310285 | val_loss: 0.0311429 | Time: 2557.87 ms
[2022-04-12 09:15:13 main:574] : INFO : Epoch 1969 | loss: 0.0310507 | val_loss: 0.0311195 | Time: 2564.82 ms
[2022-04-12 09:15:15 main:574] : INFO : Epoch 1970 | loss: 0.03107 | val_loss: 0.0311225 | Time: 2557.07 ms
[2022-04-12 09:15:18 main:574] : INFO : Epoch 1971 | loss: 0.0310647 | val_loss: 0.0311213 | Time: 2568.51 ms
[2022-04-12 09:15:20 main:574] : INFO : Epoch 1972 | loss: 0.0310626 | val_loss: 0.0311203 | Time: 2560.16 ms
[2022-04-12 09:15:23 main:574] : INFO : Epoch 1973 | loss: 0.0310586 | val_loss: 0.0311238 | Time: 2567.15 ms
[2022-04-12 09:15:26 main:574] : INFO : Epoch 1974 | loss: 0.0310563 | val_loss: 0.0311262 | Time: 2557.89 ms
[2022-04-12 09:15:28 main:574] : INFO : Epoch 1975 | loss: 0.0310485 | val_loss: 0.0311257 | Time: 2555.75 ms
[2022-04-12 09:15:31 main:574] : INFO : Epoch 1976 | loss: 0.0310437 | val_loss: 0.0311206 | Time: 2562.15 ms
[2022-04-12 09:15:33 main:574] : INFO : Epoch 1977 | loss: 0.0310431 | val_loss: 0.0311228 | Time: 2573.57 ms
[2022-04-12 09:15:36 main:574] : INFO : Epoch 1978 | loss: 0.0310427 | val_loss: 0.0311233 | Time: 2566.37 ms
[2022-04-12 09:15:38 main:574] : INFO : Epoch 1979 | loss: 0.0310391 | val_loss: 0.0311274 | Time: 2564.92 ms
[2022-04-12 09:15:41 main:574] : INFO : Epoch 1980 | loss: 0.0310384 | val_loss: 0.031127 | Time: 2568.95 ms
[2022-04-12 09:15:43 main:574] : INFO : Epoch 1981 | loss: 0.0310374 | val_loss: 0.0311311 | Time: 2570.09 ms
[2022-04-12 09:15:46 main:574] : INFO : Epoch 1982 | loss: 0.0310347 | val_loss: 0.0311314 | Time: 2565.4 ms
[2022-04-12 09:15:49 main:574] : INFO : Epoch 1983 | loss: 0.0310342 | val_loss: 0.0311308 | Time: 2550.4 ms
[2022-04-12 09:15:51 main:574] : INFO : Epoch 1984 | loss: 0.031043 | val_loss: 0.031141 | Time: 2553.37 ms
[2022-04-12 09:15:54 main:574] : INFO : Epoch 1985 | loss: 0.0310457 | val_loss: 0.0311253 | Time: 2575.11 ms
[2022-04-12 09:15:56 main:574] : INFO : Epoch 1986 | loss: 0.0310411 | val_loss: 0.0311194 | Time: 2563.71 ms
[2022-04-12 09:15:59 main:574] : INFO : Epoch 1987 | loss: 0.0310406 | val_loss: 0.0311289 | Time: 2572.1 ms
[2022-04-12 09:16:01 main:574] : INFO : Epoch 1988 | loss: 0.0310393 | val_loss: 0.0311259 | Time: 2556.25 ms
[2022-04-12 09:16:04 main:574] : INFO : Epoch 1989 | loss: 0.0310405 | val_loss: 0.0311156 | Time: 2579.03 ms
[2022-04-12 09:16:07 main:574] : INFO : Epoch 1990 | loss: 0.0310406 | val_loss: 0.0311344 | Time: 2560.26 ms
[2022-04-12 09:16:09 main:574] : INFO : Epoch 1991 | loss: 0.0310392 | val_loss: 0.0311198 | Time: 2567.01 ms
[2022-04-12 09:16:12 main:574] : INFO : Epoch 1992 | loss: 0.03104 | val_loss: 0.0311286 | Time: 2555.33 ms
[2022-04-12 09:16:14 main:574] : INFO : Epoch 1993 | loss: 0.0310402 | val_loss: 0.0311247 | Time: 2568.68 ms
[2022-04-12 09:16:17 main:574] : INFO : Epoch 1994 | loss: 0.0310376 | val_loss: 0.0311401 | Time: 2556.82 ms
[2022-04-12 09:16:19 main:574] : INFO : Epoch 1995 | loss: 0.0310371 | val_loss: 0.0311379 | Time: 2554.1 ms
[2022-04-12 09:16:22 main:574] : INFO : Epoch 1996 | loss: 0.0310324 | val_loss: 0.0311283 | Time: 2562.22 ms
[2022-04-12 09:16:25 main:574] : INFO : Epoch 1997 | loss: 0.0310478 | val_loss: 0.0311251 | Time: 2559.9 ms
[2022-04-12 09:16:27 main:574] : INFO : Epoch 1998 | loss: 0.0310457 | val_loss: 0.0311296 | Time: 2550.69 ms
[2022-04-12 09:16:30 main:574] : INFO : Epoch 1999 | loss: 0.0310407 | val_loss: 0.0311231 | Time: 2548.88 ms
[2022-04-12 09:16:32 main:574] : INFO : Epoch 2000 | loss: 0.0310354 | val_loss: 0.0311355 | Time: 2552.19 ms
[2022-04-12 09:16:35 main:574] : INFO : Epoch 2001 | loss: 0.0310319 | val_loss: 0.031128 | Time: 2567.68 ms
[2022-04-12 09:16:37 main:574] : INFO : Epoch 2002 | loss: 0.0310352 | val_loss: 0.0311587 | Time: 2549.7 ms
[2022-04-12 09:16:40 main:574] : INFO : Epoch 2003 | loss: 0.0310374 | val_loss: 0.031142 | Time: 2557.09 ms
[2022-04-12 09:16:42 main:574] : INFO : Epoch 2004 | loss: 0.0310348 | val_loss: 0.0311242 | Time: 2560.81 ms
[2022-04-12 09:16:45 main:574] : INFO : Epoch 2005 | loss: 0.0310362 | val_loss: 0.0311316 | Time: 2575.57 ms
[2022-04-12 09:16:48 main:574] : INFO : Epoch 2006 | loss: 0.0310679 | val_loss: 0.0311341 | Time: 2569.7 ms
[2022-04-12 09:16:50 main:574] : INFO : Epoch 2007 | loss: 0.0310881 | val_loss: 0.0311181 | Time: 2567.24 ms
[2022-04-12 09:16:53 main:574] : INFO : Epoch 2008 | loss: 0.0310816 | val_loss: 0.0311258 | Time: 2559.52 ms
[2022-04-12 09:16:55 main:574] : INFO : Epoch 2009 | loss: 0.0310703 | val_loss: 0.0311199 | Time: 2566.04 ms
[2022-04-12 09:16:58 main:574] : INFO : Epoch 2010 | loss: 0.0310607 | val_loss: 0.0311251 | Time: 2563.86 ms
[2022-04-12 09:17:00 main:574] : INFO : Epoch 2011 | loss: 0.0310575 | val_loss: 0.0311128 | Time: 2560.22 ms
[2022-04-12 09:17:03 main:574] : INFO : Epoch 2012 | loss: 0.0310483 | val_loss: 0.0311165 | Time: 2565.36 ms
[2022-04-12 09:17:06 main:574] : INFO : Epoch 2013 | loss: 0.0310463 | val_loss: 0.0311224 | Time: 2562.12 ms
[2022-04-12 09:17:08 main:574] : INFO : Epoch 2014 | loss: 0.0310448 | val_loss: 0.0311187 | Time: 2556.54 ms
[2022-04-12 09:17:11 main:574] : INFO : Epoch 2015 | loss: 0.0310481 | val_loss: 0.0311244 | Time: 2540.4 ms
[2022-04-12 09:17:13 main:574] : INFO : Epoch 2016 | loss: 0.0310617 | val_loss: 0.0311143 | Time: 2552.79 ms
[2022-04-12 09:17:16 main:574] : INFO : Epoch 2017 | loss: 0.0310595 | val_loss: 0.0311191 | Time: 2558.43 ms
[2022-04-12 09:17:18 main:574] : INFO : Epoch 2018 | loss: 0.0310503 | val_loss: 0.0311267 | Time: 2544.9 ms
[2022-04-12 09:17:21 main:574] : INFO : Epoch 2019 | loss: 0.0310438 | val_loss: 0.0311255 | Time: 2542.58 ms
[2022-04-12 09:17:23 main:574] : INFO : Epoch 2020 | loss: 0.0310481 | val_loss: 0.0311332 | Time: 2553.64 ms
[2022-04-12 09:17:26 main:574] : INFO : Epoch 2021 | loss: 0.0310458 | val_loss: 0.0311232 | Time: 2550.23 ms
[2022-04-12 09:17:29 main:574] : INFO : Epoch 2022 | loss: 0.0310444 | val_loss: 0.0311229 | Time: 2544.23 ms
[2022-04-12 09:17:31 main:574] : INFO : Epoch 2023 | loss: 0.0310506 | val_loss: 0.0311238 | Time: 2545.44 ms
[2022-04-12 09:17:34 main:574] : INFO : Epoch 2024 | loss: 0.0310444 | val_loss: 0.0311253 | Time: 2536.27 ms
[2022-04-12 09:17:36 main:574] : INFO : Epoch 2025 | loss: 0.0310393 | val_loss: 0.0311138 | Time: 2541.22 ms
[2022-04-12 09:17:39 main:574] : INFO : Epoch 2026 | loss: 0.0310427 | val_loss: 0.0311259 | Time: 2520.27 ms
[2022-04-12 09:17:41 main:574] : INFO : Epoch 2027 | loss: 0.031037 | val_loss: 0.0311241 | Time: 2525.32 ms
[2022-04-12 09:17:44 main:574] : INFO : Epoch 2028 | loss: 0.0310335 | val_loss: 0.0311251 | Time: 2527.52 ms
[2022-04-12 09:17:46 main:574] : INFO : Epoch 2029 | loss: 0.0310424 | val_loss: 0.0311226 | Time: 2533.1 ms
[2022-04-12 09:17:49 main:574] : INFO : Epoch 2030 | loss: 0.0310777 | val_loss: 0.0311333 | Time: 2526.1 ms
[2022-04-12 09:17:51 main:574] : INFO : Epoch 2031 | loss: 0.0310683 | val_loss: 0.0311258 | Time: 2529.78 ms
[2022-04-12 09:17:54 main:574] : INFO : Epoch 2032 | loss: 0.0310617 | val_loss: 0.0311142 | Time: 2547.14 ms
[2022-04-12 09:17:56 main:574] : INFO : Epoch 2033 | loss: 0.0310587 | val_loss: 0.0311268 | Time: 2548.21 ms
[2022-04-12 09:17:59 main:574] : INFO : Epoch 2034 | loss: 0.0310562 | val_loss: 0.0311239 | Time: 2548.78 ms
[2022-04-12 09:18:02 main:574] : INFO : Epoch 2035 | loss: 0.031056 | val_loss: 0.0311195 | Time: 2540.93 ms
[2022-04-12 09:18:04 main:574] : INFO : Epoch 2036 | loss: 0.031054 | val_loss: 0.0311275 | Time: 2536.98 ms
[2022-04-12 09:18:07 main:574] : INFO : Epoch 2037 | loss: 0.0310556 | val_loss: 0.0311135 | Time: 2545.05 ms
[2022-04-12 09:18:09 main:574] : INFO : Epoch 2038 | loss: 0.0310497 | val_loss: 0.0311222 | Time: 2540.24 ms
[2022-04-12 09:18:12 main:574] : INFO : Epoch 2039 | loss: 0.0310457 | val_loss: 0.031123 | Time: 2531.43 ms
[2022-04-12 09:18:14 main:574] : INFO : Epoch 2040 | loss: 0.0310438 | val_loss: 0.0311267 | Time: 2539.33 ms
[2022-04-12 09:18:17 main:574] : INFO : Epoch 2041 | loss: 0.0310413 | val_loss: 0.0311224 | Time: 2553.46 ms
[2022-04-12 09:18:19 main:574] : INFO : Epoch 2042 | loss: 0.0310485 | val_loss: 0.031125 | Time: 2528.02 ms
[2022-04-12 09:18:22 main:574] : INFO : Epoch 2043 | loss: 0.0310456 | val_loss: 0.0311283 | Time: 2539.65 ms
[2022-04-12 09:18:24 main:574] : INFO : Epoch 2044 | loss: 0.031044 | val_loss: 0.0311292 | Time: 2541.54 ms
[2022-04-12 09:18:27 main:574] : INFO : Epoch 2045 | loss: 0.0310419 | val_loss: 0.0311258 | Time: 2549.96 ms
[2022-04-12 09:18:30 main:574] : INFO : Epoch 2046 | loss: 0.031045 | val_loss: 0.031131 | Time: 2549.89 ms
[2022-04-12 09:18:32 main:574] : INFO : Epoch 2047 | loss: 0.0310902 | val_loss: 0.0311363 | Time: 2536.38 ms
[2022-04-12 09:18:35 main:574] : INFO : Epoch 2048 | loss: 0.0310888 | val_loss: 0.0311221 | Time: 2533.51 ms
[2022-04-12 09:18:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311221
[2022-04-12 09:18:35 main:603] : INFO : Saving end state to config to file
[2022-04-12 09:18:35 main:608] : INFO : Success, exiting..
09:18:35 (26304): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)