Task 10407697
| Name | ParityModified-1639952613-7871-1-0_0 |
| Workunit | 7753387 |
| Created | 3 Jan 2022, 13:09:47 UTC |
| Sent | 20 Jan 2022, 18:22:43 UTC |
| Report deadline | 28 Jan 2022, 18:22:43 UTC |
| Received | 21 Jan 2022, 16:53:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 38 min 36 sec |
| CPU time | 4 hours 16 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311369 | val_loss: 0.0311838 | Time: 7288.33 ms [2022-01-21 16:50:43 main:574] : INFO : Epoch 1543 | loss: 0.031133 | val_loss: 0.0311783 | Time: 7194.47 ms [2022-01-21 16:50:50 main:574] : INFO : Epoch 1544 | loss: 0.0311358 | val_loss: 0.0311689 | Time: 7099.35 ms [2022-01-21 16:50:58 main:574] : INFO : Epoch 1545 | loss: 0.0311314 | val_loss: 0.0311737 | Time: 7210.56 ms [2022-01-21 16:51:05 main:574] : INFO : Epoch 1546 | loss: 0.0311311 | val_loss: 0.0311813 | Time: 7215.61 ms [2022-01-21 16:51:12 main:574] : INFO : Epoch 1547 | loss: 0.0311297 | val_loss: 0.0311726 | Time: 7092.28 ms [2022-01-21 16:51:19 main:574] : INFO : Epoch 1548 | loss: 0.0311354 | val_loss: 0.0311712 | Time: 7179.02 ms [2022-01-21 16:51:26 main:574] : INFO : Epoch 1549 | loss: 0.0311307 | val_loss: 0.0311734 | Time: 7263.91 ms [2022-01-21 16:51:34 main:574] : INFO : Epoch 1550 | loss: 0.0311303 | val_loss: 0.0311724 | Time: 7125.39 ms [2022-01-21 16:51:41 main:574] : INFO : Epoch 1551 | loss: 0.0311311 | val_loss: 0.0311746 | Time: 7168.29 ms [2022-01-21 16:51:48 main:574] : INFO : Epoch 1552 | loss: 0.0311276 | val_loss: 0.0311719 | Time: 7299.18 ms [2022-01-21 16:51:56 main:574] : INFO : Epoch 1553 | loss: 0.0311281 | val_loss: 0.031175 | Time: 7416.43 ms [2022-01-21 16:52:03 main:574] : INFO : Epoch 1554 | loss: 0.0311337 | val_loss: 0.0311792 | Time: 7169.71 ms [2022-01-21 16:52:11 main:574] : INFO : Epoch 1555 | loss: 0.0311334 | val_loss: 0.0311882 | Time: 7358.98 ms [2022-01-21 16:52:18 main:574] : INFO : Epoch 1556 | loss: 0.0311266 | val_loss: 0.0311742 | Time: 7123.01 ms [2022-01-21 16:52:25 main:574] : INFO : Epoch 1557 | loss: 0.0311248 | val_loss: 0.03118 | Time: 7154.39 ms [2022-01-21 16:52:32 main:574] : INFO : Epoch 1558 | loss: 0.0311312 | val_loss: 0.0311781 | Time: 7206.66 ms [2022-01-21 16:52:39 main:574] : INFO : Epoch 1559 | loss: 0.0311269 | val_loss: 0.0311926 | Time: 7250.62 ms [2022-01-21 16:52:47 main:574] : INFO : Epoch 1560 | loss: 0.0311254 | val_loss: 0.0311731 | Time: 7165.26 ms [2022-01-21 16:52:54 main:574] : INFO : Epoch 1561 | loss: 0.0311225 | val_loss: 0.0311747 | Time: 7269.47 ms [2022-01-21 16:53:01 main:574] : INFO : Epoch 1562 | loss: 0.0311242 | val_loss: 0.0311759 | Time: 7289.43 ms [2022-01-21 16:53:09 main:574] : INFO : Epoch 1563 | loss: 0.0311264 | val_loss: 0.031177 | Time: 7083.58 ms [2022-01-21 16:53:16 main:574] : INFO : Epoch 1564 | loss: 0.0311284 | val_loss: 0.0311756 | Time: 7185.63 ms [2022-01-21 16:53:23 main:574] : INFO : Epoch 1565 | loss: 0.0311254 | val_loss: 0.0311818 | Time: 7314.09 ms [2022-01-21 16:53:30 main:574] : INFO : Epoch 1566 | loss: 0.0311227 | val_loss: 0.0311782 | Time: 7042.78 ms [2022-01-21 16:53:37 main:574] : INFO : Epoch 1567 | loss: 0.0311276 | val_loss: 0.0311775 | Time: 7035.77 ms [2022-01-21 16:53:45 main:574] : INFO : Epoch 1568 | loss: 0.0311263 | val_loss: 0.0311811 | Time: 7224.25 ms [2022-01-21 16:53:52 main:574] : INFO : Epoch 1569 | loss: 0.0311268 | val_loss: 0.0311763 | Time: 7324.71 ms [2022-01-21 16:53:59 main:574] : INFO : Epoch 1570 | loss: 0.031126 | val_loss: 0.031181 | Time: 7136.43 ms [2022-01-21 16:54:06 main:574] : INFO : Epoch 1571 | loss: 0.0311235 | val_loss: 0.0311824 | Time: 7236.71 ms [2022-01-21 16:54:14 main:574] : INFO : Epoch 1572 | loss: 0.0311293 | val_loss: 0.0311785 | Time: 7209.27 ms [2022-01-21 16:54:21 main:574] : INFO : Epoch 1573 | loss: 0.0311309 | val_loss: 0.0311882 | Time: 7099.77 ms [2022-01-21 16:54:28 main:574] : INFO : Epoch 1574 | loss: 0.0311269 | val_loss: 0.0311752 | Time: 7152.42 ms [2022-01-21 16:54:35 main:574] : INFO : Epoch 1575 | loss: 0.0311258 | val_loss: 0.0311774 | Time: 7277.5 ms [2022-01-21 16:54:43 main:574] : INFO : Epoch 1576 | loss: 0.0311241 | val_loss: 0.0311811 | Time: 7532.99 ms [2022-01-21 16:54:50 main:574] : INFO : Epoch 1577 | loss: 0.0311221 | val_loss: 0.0311812 | Time: 7152.77 ms [2022-01-21 16:54:57 main:574] : INFO : Epoch 1578 | loss: 0.0311194 | val_loss: 0.0311788 | Time: 7092.57 ms [2022-01-21 16:55:05 main:574] : INFO : Epoch 1579 | loss: 0.0311211 | val_loss: 0.0311805 | Time: 7188.43 ms [2022-01-21 16:55:12 main:574] : INFO : Epoch 1580 | loss: 0.0311185 | val_loss: 0.031176 | Time: 7075.63 ms [2022-01-21 16:55:19 main:574] : INFO : Epoch 1581 | loss: 0.0311223 | val_loss: 0.0311784 | Time: 7200.63 ms [2022-01-21 16:55:26 main:574] : INFO : Epoch 1582 | loss: 0.0311232 | val_loss: 0.0311789 | Time: 7200.58 ms [2022-01-21 16:55:33 main:574] : INFO : Epoch 1583 | loss: 0.0311315 | val_loss: 0.031176 | Time: 7141.49 ms [2022-01-21 16:55:41 main:574] : INFO : Epoch 1584 | loss: 0.0311292 | val_loss: 0.0311781 | Time: 7220.74 ms [2022-01-21 16:55:48 main:574] : INFO : Epoch 1585 | loss: 0.031123 | val_loss: 0.0311786 | Time: 7214.55 ms [2022-01-21 16:55:55 main:574] : INFO : Epoch 1586 | loss: 0.0311215 | val_loss: 0.0311802 | Time: 7215.71 ms [2022-01-21 16:56:03 main:574] : INFO : Epoch 1587 | loss: 0.0311216 | val_loss: 0.0311805 | Time: 7285.18 ms [2022-01-21 16:56:10 main:574] : INFO : Epoch 1588 | loss: 0.0311249 | val_loss: 0.0311933 | Time: 7143.78 ms [2022-01-21 16:56:17 main:574] : INFO : Epoch 1589 | loss: 0.0311317 | val_loss: 0.0311839 | Time: 7161.14 ms [2022-01-21 16:56:24 main:574] : INFO : Epoch 1590 | loss: 0.0311311 | val_loss: 0.0311814 | Time: 7198.68 ms [2022-01-21 16:56:32 main:574] : INFO : Epoch 1591 | loss: 0.0311263 | val_loss: 0.0311808 | Time: 7326.96 ms [2022-01-21 16:56:39 main:574] : INFO : Epoch 1592 | loss: 0.0311226 | val_loss: 0.0311775 | Time: 7205.2 ms [2022-01-21 16:56:46 main:574] : INFO : Epoch 1593 | loss: 0.0311247 | val_loss: 0.0311886 | Time: 7186.77 ms [2022-01-21 16:56:54 main:574] : INFO : Epoch 1594 | loss: 0.031127 | val_loss: 0.0311841 | Time: 7226.76 ms [2022-01-21 16:57:01 main:574] : INFO : Epoch 1595 | loss: 0.0311267 | val_loss: 0.0311799 | Time: 7212.68 ms [2022-01-21 16:57:08 main:574] : INFO : Epoch 1596 | loss: 0.0311242 | val_loss: 0.0311818 | Time: 7213.35 ms [2022-01-21 16:57:15 main:574] : INFO : Epoch 1597 | loss: 0.0311254 | val_loss: 0.0311819 | Time: 7235.96 ms [2022-01-21 16:57:23 main:574] : INFO : Epoch 1598 | loss: 0.0311297 | val_loss: 0.03119 | Time: 7225.83 ms [2022-01-21 16:57:30 main:574] : INFO : Epoch 1599 | loss: 0.0311312 | val_loss: 0.0311793 | Time: 7179.69 ms [2022-01-21 16:57:37 main:574] : INFO : Epoch 1600 | loss: 0.0311292 | val_loss: 0.0311823 | Time: 7259.03 ms [2022-01-21 16:57:45 main:574] : INFO : Epoch 1601 | loss: 0.0311301 | val_loss: 0.0311822 | Time: 7406.93 ms [2022-01-21 16:57:52 main:574] : INFO : Epoch 1602 | loss: 0.0311278 | val_loss: 0.0311785 | Time: 7231.36 ms [2022-01-21 16:57:59 main:574] : INFO : Epoch 1603 | loss: 0.0311277 | val_loss: 0.0311806 | Time: 7210.43 ms [2022-01-21 16:58:07 main:574] : INFO : Epoch 1604 | loss: 0.0311246 | val_loss: 0.0311777 | Time: 7333.49 ms [2022-01-21 16:58:14 main:574] : INFO : Epoch 1605 | loss: 0.0311256 | val_loss: 0.0311811 | Time: 7355.52 ms [2022-01-21 16:58:21 main:574] : INFO : Epoch 1606 | loss: 0.0311284 | val_loss: 0.0311772 | Time: 7233.63 ms [2022-01-21 16:58:29 main:574] : INFO : Epoch 1607 | loss: 0.0311278 | val_loss: 0.0311829 | Time: 7260.44 ms [2022-01-21 16:58:36 main:574] : INFO : Epoch 1608 | loss: 0.0311296 | val_loss: 0.0311842 | Time: 7309.63 ms [2022-01-21 16:58:43 main:574] : INFO : Epoch 1609 | loss: 0.0311282 | val_loss: 0.0311841 | Time: 7199.32 ms [2022-01-21 16:58:51 main:574] : INFO : Epoch 1610 | loss: 0.0311251 | val_loss: 0.0311779 | Time: 7135.92 ms [2022-01-21 16:58:58 main:574] : INFO : Epoch 1611 | loss: 0.0311277 | val_loss: 0.0311774 | Time: 7279.55 ms [2022-01-21 16:59:05 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311776 | Time: 7256 ms [2022-01-21 16:59:12 main:574] : INFO : Epoch 1613 | loss: 0.0311245 | val_loss: 0.03118 | Time: 7080.35 ms [2022-01-21 16:59:20 main:574] : INFO : Epoch 1614 | loss: 0.0311251 | val_loss: 0.0311793 | Time: 7335.65 ms [2022-01-21 16:59:27 main:574] : INFO : Epoch 1615 | loss: 0.0311281 | val_loss: 0.0311794 | Time: 7240.06 ms [2022-01-21 16:59:34 main:574] : INFO : Epoch 1616 | loss: 0.0311254 | val_loss: 0.0311769 | Time: 7216.56 ms [2022-01-21 16:59:42 main:574] : INFO : Epoch 1617 | loss: 0.031125 | val_loss: 0.0311803 | Time: 7151.91 ms [2022-01-21 16:59:49 main:574] : INFO : Epoch 1618 | loss: 0.0311247 | val_loss: 0.0311802 | Time: 7318.94 ms [2022-01-21 16:59:56 main:574] : INFO : Epoch 1619 | loss: 0.0311229 | val_loss: 0.0311828 | Time: 7253.73 ms [2022-01-21 17:00:04 main:574] : INFO : Epoch 1620 | loss: 0.0311255 | val_loss: 0.0311826 | Time: 7409.52 ms [2022-01-21 17:00:11 main:574] : INFO : Epoch 1621 | loss: 0.0311322 | val_loss: 0.031175 | Time: 7416.91 ms [2022-01-21 17:00:19 main:574] : INFO : Epoch 1622 | loss: 0.0311366 | val_loss: 0.0311803 | Time: 7351.99 ms [2022-01-21 17:00:26 main:574] : INFO : Epoch 1623 | loss: 0.0311318 | val_loss: 0.0311819 | Time: 7338.13 ms [2022-01-21 17:00:33 main:574] : INFO : Epoch 1624 | loss: 0.0311392 | val_loss: 0.0311767 | Time: 7322.83 ms [2022-01-21 17:00:41 main:574] : INFO : Epoch 1625 | loss: 0.0311478 | val_loss: 0.0311747 | Time: 7188.81 ms [2022-01-21 17:00:48 main:574] : INFO : Epoch 1626 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 7180.41 ms [2022-01-21 17:00:55 main:574] : INFO : Epoch 1627 | loss: 0.0311521 | val_loss: 0.0311757 | Time: 7406.01 ms [2022-01-21 17:01:02 main:574] : INFO : Epoch 1628 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 7176.87 ms [2022-01-21 17:01:10 main:574] : INFO : Epoch 1629 | loss: 0.0311457 | val_loss: 0.0311708 | Time: 7101.76 ms [2022-01-21 17:01:17 main:574] : INFO : Epoch 1630 | loss: 0.0311401 | val_loss: 0.0311751 | Time: 7264.79 ms [2022-01-21 17:01:24 main:574] : INFO : Epoch 1631 | loss: 0.0311347 | val_loss: 0.0311723 | Time: 7071.51 ms [2022-01-21 17:01:31 main:574] : INFO : Epoch 1632 | loss: 0.0311331 | val_loss: 0.0311778 | Time: 7221.4 ms [2022-01-21 17:01:39 main:574] : INFO : Epoch 1633 | loss: 0.0311336 | val_loss: 0.0311862 | Time: 7221.29 ms [2022-01-21 17:01:46 main:574] : INFO : Epoch 1634 | loss: 0.0311288 | val_loss: 0.0311799 | Time: 7196.16 ms [2022-01-21 17:01:53 main:574] : INFO : Epoch 1635 | loss: 0.0311294 | val_loss: 0.0311771 | Time: 7241.24 ms [2022-01-21 17:02:01 main:574] : INFO : Epoch 1636 | loss: 0.0311316 | val_loss: 0.0311817 | Time: 7204.23 ms [2022-01-21 17:02:08 main:574] : INFO : Epoch 1637 | loss: 0.0311289 | val_loss: 0.0311759 | Time: 7397.2 ms [2022-01-21 17:02:15 main:574] : INFO : Epoch 1638 | loss: 0.0311261 | val_loss: 0.0311817 | Time: 7300.6 ms [2022-01-21 17:02:23 main:574] : INFO : Epoch 1639 | loss: 0.0311303 | val_loss: 0.0311766 | Time: 7216.52 ms [2022-01-21 17:02:30 main:574] : INFO : Epoch 1640 | loss: 0.0311258 | val_loss: 0.0311754 | Time: 7284.33 ms [2022-01-21 17:02:37 main:574] : INFO : Epoch 1641 | loss: 0.0311245 | val_loss: 0.0311792 | Time: 7228.11 ms [2022-01-21 17:02:45 main:574] : INFO : Epoch 1642 | loss: 0.0311241 | val_loss: 0.0311792 | Time: 7333.36 ms [2022-01-21 17:02:52 main:574] : INFO : Epoch 1643 | loss: 0.0311253 | val_loss: 0.0311893 | Time: 7232.56 ms [2022-01-21 17:02:59 main:574] : INFO : Epoch 1644 | loss: 0.031126 | val_loss: 0.0311775 | Time: 7184.21 ms [2022-01-21 17:03:07 main:574] : INFO : Epoch 1645 | loss: 0.0311273 | val_loss: 0.0311762 | Time: 7228.14 ms [2022-01-21 17:03:14 main:574] : INFO : Epoch 1646 | loss: 0.0311276 | val_loss: 0.0311795 | Time: 7223.52 ms [2022-01-21 17:03:21 main:574] : INFO : Epoch 1647 | loss: 0.0311241 | val_loss: 0.0311822 | Time: 7275.27 ms [2022-01-21 17:03:28 main:574] : INFO : Epoch 1648 | loss: 0.0311269 | val_loss: 0.0311794 | Time: 7254.54 ms [2022-01-21 17:03:36 main:574] : INFO : Epoch 1649 | loss: 0.0311227 | val_loss: 0.0311839 | Time: 7171.66 ms [2022-01-21 17:03:43 main:574] : INFO : Epoch 1650 | loss: 0.0311278 | val_loss: 0.0311814 | Time: 7212.17 ms [2022-01-21 17:03:50 main:574] : INFO : Epoch 1651 | loss: 0.0311301 | val_loss: 0.0311776 | Time: 7239.04 ms [2022-01-21 17:03:58 main:574] : INFO : Epoch 1652 | loss: 0.0311293 | val_loss: 0.0311785 | Time: 7235.55 ms [2022-01-21 17:04:05 main:574] : INFO : Epoch 1653 | loss: 0.0311239 | val_loss: 0.0312006 | Time: 7191.51 ms [2022-01-21 17:04:12 main:574] : INFO : Epoch 1654 | loss: 0.0311346 | val_loss: 0.031174 | Time: 7271.45 ms [2022-01-21 17:04:19 main:574] : INFO : Epoch 1655 | loss: 0.03113 | val_loss: 0.0311815 | Time: 7215.59 ms [2022-01-21 17:04:27 main:574] : INFO : Epoch 1656 | loss: 0.0311251 | val_loss: 0.031183 | Time: 7231.47 ms [2022-01-21 17:04:34 main:574] : INFO : Epoch 1657 | loss: 0.0311224 | val_loss: 0.0311771 | Time: 7276.72 ms [2022-01-21 17:04:41 main:574] : INFO : Epoch 1658 | loss: 0.0311209 | val_loss: 0.0311831 | Time: 7277.06 ms [2022-01-21 17:04:49 main:574] : INFO : Epoch 1659 | loss: 0.0311214 | val_loss: 0.0311797 | Time: 7259.3 ms [2022-01-21 17:04:56 main:574] : INFO : Epoch 1660 | loss: 0.0311216 | val_loss: 0.0311989 | Time: 7246.45 ms [2022-01-21 17:05:03 main:574] : INFO : Epoch 1661 | loss: 0.0311255 | val_loss: 0.0311878 | Time: 7253.22 ms [2022-01-21 17:05:11 main:574] : INFO : Epoch 1662 | loss: 0.0311191 | val_loss: 0.0311874 | Time: 7232.66 ms [2022-01-21 17:05:18 main:574] : INFO : Epoch 1663 | loss: 0.031117 | val_loss: 0.0311813 | Time: 7296.35 ms [2022-01-21 17:05:25 main:574] : INFO : Epoch 1664 | loss: 0.0311166 | val_loss: 0.0311926 | Time: 7203.47 ms [2022-01-21 17:05:32 main:574] : INFO : Epoch 1665 | loss: 0.0311186 | val_loss: 0.0311826 | Time: 7121.21 ms [2022-01-21 17:05:40 main:574] : INFO : Epoch 1666 | loss: 0.0311189 | val_loss: 0.0311793 | Time: 7265.64 ms [2022-01-21 17:05:47 main:574] : INFO : Epoch 1667 | loss: 0.0311186 | val_loss: 0.0311802 | Time: 7261.41 ms [2022-01-21 17:05:54 main:574] : INFO : Epoch 1668 | loss: 0.0311192 | val_loss: 0.031178 | Time: 7104.31 ms [2022-01-21 17:06:01 main:574] : INFO : Epoch 1669 | loss: 0.0311277 | val_loss: 0.0311792 | Time: 7262.12 ms [2022-01-21 17:06:09 main:574] : INFO : Epoch 1670 | loss: 0.0311289 | val_loss: 0.0311808 | Time: 7257.98 ms [2022-01-21 17:06:16 main:574] : INFO : Epoch 1671 | loss: 0.0311285 | val_loss: 0.0311894 | Time: 7200.34 ms [2022-01-21 17:06:23 main:574] : INFO : Epoch 1672 | loss: 0.0311319 | val_loss: 0.0311799 | Time: 7139.75 ms [2022-01-21 17:06:30 main:574] : INFO : Epoch 1673 | loss: 0.031121 | val_loss: 0.0311818 | Time: 7231.85 ms [2022-01-21 17:06:38 main:574] : INFO : Epoch 1674 | loss: 0.0311192 | val_loss: 0.0311849 | Time: 7444.2 ms [2022-01-21 17:06:45 main:574] : INFO : Epoch 1675 | loss: 0.0311165 | val_loss: 0.0311837 | Time: 7226.73 ms [2022-01-21 17:06:53 main:574] : INFO : Epoch 1676 | loss: 0.0311206 | val_loss: 0.0311916 | Time: 7232.64 ms [2022-01-21 17:07:00 main:574] : INFO : Epoch 1677 | loss: 0.031124 | val_loss: 0.0311868 | Time: 7266.1 ms [2022-01-21 17:07:07 main:574] : INFO : Epoch 1678 | loss: 0.0311187 | val_loss: 0.0311865 | Time: 7259.9 ms [2022-01-21 17:07:14 main:574] : INFO : Epoch 1679 | loss: 0.0311196 | val_loss: 0.0311811 | Time: 7181.85 ms [2022-01-21 17:07:22 main:574] : INFO : Epoch 1680 | loss: 0.0311195 | val_loss: 0.0311818 | Time: 7426.53 ms [2022-01-21 17:07:29 main:574] : INFO : Epoch 1681 | loss: 0.0311169 | val_loss: 0.0311935 | Time: 7246.26 ms [2022-01-21 17:07:37 main:574] : INFO : Epoch 1682 | loss: 0.0311244 | val_loss: 0.0311934 | Time: 7230.52 ms [2022-01-21 17:07:44 main:574] : INFO : Epoch 1683 | loss: 0.0311194 | val_loss: 0.0311833 | Time: 7377.61 ms [2022-01-21 17:07:51 main:574] : INFO : Epoch 1684 | loss: 0.0311192 | val_loss: 0.0311899 | Time: 7268.22 ms [2022-01-21 17:07:59 main:574] : INFO : Epoch 1685 | loss: 0.0311273 | val_loss: 0.0311894 | Time: 7176.11 ms [2022-01-21 17:08:06 main:574] : INFO : Epoch 1686 | loss: 0.0311274 | val_loss: 0.0311799 | Time: 7293.09 ms [2022-01-21 17:08:13 main:574] : INFO : Epoch 1687 | loss: 0.0311286 | val_loss: 0.0312018 | Time: 7189.62 ms [2022-01-21 17:08:21 main:574] : INFO : Epoch 1688 | loss: 0.0311228 | val_loss: 0.031216 | Time: 7320.87 ms [2022-01-21 17:08:28 main:574] : INFO : Epoch 1689 | loss: 0.0311249 | val_loss: 0.0311899 | Time: 7279.12 ms [2022-01-21 17:08:35 main:574] : INFO : Epoch 1690 | loss: 0.0311209 | val_loss: 0.0311856 | Time: 7219.06 ms [2022-01-21 17:08:42 main:574] : INFO : Epoch 1691 | loss: 0.0311167 | val_loss: 0.031183 | Time: 7258.85 ms [2022-01-21 17:08:50 main:574] : INFO : Epoch 1692 | loss: 0.0311155 | val_loss: 0.0311871 | Time: 7324.87 ms [2022-01-21 17:08:57 main:574] : INFO : Epoch 1693 | loss: 0.0311177 | val_loss: 0.0311851 | Time: 7124.06 ms [2022-01-21 17:09:05 main:574] : INFO : Epoch 1694 | loss: 0.0311212 | val_loss: 0.0311822 | Time: 7492.95 ms [2022-01-21 17:09:12 main:574] : INFO : Epoch 1695 | loss: 0.031125 | val_loss: 0.0311848 | Time: 7335.42 ms [2022-01-21 17:09:19 main:574] : INFO : Epoch 1696 | loss: 0.0311181 | val_loss: 0.0311782 | Time: 7108.32 ms [2022-01-21 17:09:26 main:574] : INFO : Epoch 1697 | loss: 0.0311212 | val_loss: 0.0311793 | Time: 7113.11 ms [2022-01-21 17:09:33 main:574] : INFO : Epoch 1698 | loss: 0.0311239 | val_loss: 0.0311754 | Time: 7165.37 ms [2022-01-21 17:09:41 main:574] : INFO : Epoch 1699 | loss: 0.0311264 | val_loss: 0.0311828 | Time: 7081.37 ms [2022-01-21 17:09:48 main:574] : INFO : Epoch 1700 | loss: 0.0311258 | val_loss: 0.0311798 | Time: 7250.11 ms [2022-01-21 17:09:55 main:574] : INFO : Epoch 1701 | loss: 0.03112 | val_loss: 0.0311813 | Time: 7221.82 ms [2022-01-21 17:10:02 main:574] : INFO : Epoch 1702 | loss: 0.031121 | val_loss: 0.03119 | Time: 7168.85 ms [2022-01-21 17:10:10 main:574] : INFO : Epoch 1703 | loss: 0.0311213 | val_loss: 0.0311828 | Time: 7230.25 ms [2022-01-21 17:10:17 main:574] : INFO : Epoch 1704 | loss: 0.0311191 | val_loss: 0.0311837 | Time: 7238.03 ms [2022-01-21 17:10:24 main:574] : INFO : Epoch 1705 | loss: 0.0311228 | val_loss: 0.0311844 | Time: 7291.95 ms [2022-01-21 17:10:32 main:574] : INFO : Epoch 1706 | loss: 0.0311233 | val_loss: 0.0311783 | Time: 7269.15 ms [2022-01-21 17:10:39 main:574] : INFO : Epoch 1707 | loss: 0.0311228 | val_loss: 0.0311846 | Time: 7188.34 ms [2022-01-21 17:10:46 main:574] : INFO : Epoch 1708 | loss: 0.0311423 | val_loss: 0.0311842 | Time: 7148.59 ms [2022-01-21 17:10:53 main:574] : INFO : Epoch 1709 | loss: 0.0311392 | val_loss: 0.0311796 | Time: 7255.11 ms [2022-01-21 17:11:01 main:574] : INFO : Epoch 1710 | loss: 0.0311286 | val_loss: 0.0311792 | Time: 7367.04 ms [2022-01-21 17:11:08 main:574] : INFO : Epoch 1711 | loss: 0.0311236 | val_loss: 0.0311828 | Time: 7173.71 ms [2022-01-21 17:11:16 main:574] : INFO : Epoch 1712 | loss: 0.0311185 | val_loss: 0.0311876 | Time: 7291.86 ms [2022-01-21 17:11:23 main:574] : INFO : Epoch 1713 | loss: 0.031114 | val_loss: 0.0311837 | Time: 7235.66 ms [2022-01-21 17:11:30 main:574] : INFO : Epoch 1714 | loss: 0.0311209 | val_loss: 0.0311874 | Time: 7103.69 ms [2022-01-21 17:11:37 main:574] : INFO : Epoch 1715 | loss: 0.0311178 | val_loss: 0.0311801 | Time: 7295.01 ms [2022-01-21 17:11:45 main:574] : INFO : Epoch 1716 | loss: 0.0311226 | val_loss: 0.0312033 | Time: 7247.41 ms [2022-01-21 17:11:52 main:574] : INFO : Epoch 1717 | loss: 0.0311302 | val_loss: 0.0311822 | Time: 7233.13 ms [2022-01-21 17:11:59 main:574] : INFO : Epoch 1718 | loss: 0.0311235 | val_loss: 0.0311927 | Time: 7123.29 ms [2022-01-21 17:12:07 main:574] : INFO : Epoch 1719 | loss: 0.0311268 | val_loss: 0.031188 | Time: 7394.2 ms [2022-01-21 17:12:14 main:574] : INFO : Epoch 1720 | loss: 0.0311203 | val_loss: 0.0311837 | Time: 7170.4 ms [2022-01-21 17:12:21 main:574] : INFO : Epoch 1721 | loss: 0.0311182 | val_loss: 0.0311796 | Time: 7218.26 ms [2022-01-21 17:12:28 main:574] : INFO : Epoch 1722 | loss: 0.0311183 | val_loss: 0.0311835 | Time: 7308.42 ms [2022-01-21 17:12:36 main:574] : INFO : Epoch 1723 | loss: 0.0311181 | val_loss: 0.0311778 | Time: 7189.66 ms [2022-01-21 17:12:43 main:574] : INFO : Epoch 1724 | loss: 0.0311155 | val_loss: 0.0311934 | Time: 7189.92 ms [2022-01-21 17:12:50 main:574] : INFO : Epoch 1725 | loss: 0.0311178 | val_loss: 0.0311855 | Time: 7440.47 ms [2022-01-21 17:12:58 main:574] : INFO : Epoch 1726 | loss: 0.031119 | val_loss: 0.0311881 | Time: 7294.54 ms [2022-01-21 17:13:05 main:574] : INFO : Epoch 1727 | loss: 0.0311188 | val_loss: 0.0311769 | Time: 7195.75 ms [2022-01-21 17:13:12 main:574] : INFO : Epoch 1728 | loss: 0.0311212 | val_loss: 0.0311796 | Time: 7128.71 ms [2022-01-21 17:13:20 main:574] : INFO : Epoch 1729 | loss: 0.0311252 | val_loss: 0.0311774 | Time: 7308.19 ms [2022-01-21 17:13:27 main:574] : INFO : Epoch 1730 | loss: 0.0311342 | val_loss: 0.0311797 | Time: 7082.34 ms [2022-01-21 17:13:34 main:574] : INFO : Epoch 1731 | loss: 0.0311291 | val_loss: 0.0311769 | Time: 7052.61 ms [2022-01-21 17:13:41 main:574] : INFO : Epoch 1732 | loss: 0.0311287 | val_loss: 0.031185 | Time: 7153.19 ms [2022-01-21 17:13:48 main:574] : INFO : Epoch 1733 | loss: 0.0311208 | val_loss: 0.0311798 | Time: 7259.22 ms [2022-01-21 17:13:55 main:574] : INFO : Epoch 1734 | loss: 0.0311182 | val_loss: 0.0311787 | Time: 7044.22 ms [2022-01-21 17:14:03 main:574] : INFO : Epoch 1735 | loss: 0.0311255 | val_loss: 0.0311917 | Time: 7253.13 ms [2022-01-21 17:14:10 main:574] : INFO : Epoch 1736 | loss: 0.0311194 | val_loss: 0.0311777 | Time: 7580.11 ms [2022-01-21 17:14:18 main:574] : INFO : Epoch 1737 | loss: 0.0311144 | val_loss: 0.0311763 | Time: 7206.81 ms [2022-01-21 17:14:25 main:574] : INFO : Epoch 1738 | loss: 0.0311151 | val_loss: 0.0311772 | Time: 7372.62 ms [2022-01-21 17:14:32 main:574] : INFO : Epoch 1739 | loss: 0.0311189 | val_loss: 0.0311799 | Time: 7313.59 ms [2022-01-21 17:14:40 main:574] : INFO : Epoch 1740 | loss: 0.0311173 | val_loss: 0.0311863 | Time: 7632.32 ms [2022-01-21 17:14:48 main:574] : INFO : Epoch 1741 | loss: 0.0311168 | val_loss: 0.0311799 | Time: 7485.85 ms [2022-01-21 17:14:55 main:574] : INFO : Epoch 1742 | loss: 0.0311212 | val_loss: 0.0311796 | Time: 7327.09 ms [2022-01-21 17:15:02 main:574] : INFO : Epoch 1743 | loss: 0.0311219 | val_loss: 0.0311765 | Time: 7248.13 ms [2022-01-21 17:15:10 main:574] : INFO : Epoch 1744 | loss: 0.0311409 | val_loss: 0.0311739 | Time: 7138.69 ms [2022-01-21 17:15:17 main:574] : INFO : Epoch 1745 | loss: 0.0311372 | val_loss: 0.031176 | Time: 7132.82 ms [2022-01-21 17:15:24 main:574] : INFO : Epoch 1746 | loss: 0.0311306 | val_loss: 0.0311753 | Time: 7166.65 ms [2022-01-21 17:15:31 main:574] : INFO : Epoch 1747 | loss: 0.0311295 | val_loss: 0.0311701 | Time: 7256.24 ms [2022-01-21 17:15:38 main:574] : INFO : Epoch 1748 | loss: 0.0311225 | val_loss: 0.0311734 | Time: 7165.6 ms [2022-01-21 17:15:46 main:574] : INFO : Epoch 1749 | loss: 0.0311255 | val_loss: 0.0311793 | Time: 7322.09 ms [2022-01-21 17:15:53 main:574] : INFO : Epoch 1750 | loss: 0.0311193 | val_loss: 0.0311747 | Time: 7314.75 ms [2022-01-21 17:16:01 main:574] : INFO : Epoch 1751 | loss: 0.0311203 | val_loss: 0.0311787 | Time: 7526.29 ms [2022-01-21 17:16:08 main:574] : INFO : Epoch 1752 | loss: 0.0311183 | val_loss: 0.0311803 | Time: 7163.73 ms [2022-01-21 17:16:16 main:574] : INFO : Epoch 1753 | loss: 0.0311216 | val_loss: 0.0311761 | Time: 7442.55 ms [2022-01-21 17:16:23 main:574] : INFO : Epoch 1754 | loss: 0.0311181 | val_loss: 0.0311765 | Time: 7317.59 ms [2022-01-21 17:16:30 main:574] : INFO : Epoch 1755 | loss: 0.0311253 | val_loss: 0.0311777 | Time: 7515.26 ms [2022-01-21 17:16:38 main:574] : INFO : Epoch 1756 | loss: 0.0311228 | val_loss: 0.0311784 | Time: 7395.61 ms [2022-01-21 17:16:45 main:574] : INFO : Epoch 1757 | loss: 0.0311208 | val_loss: 0.0311769 | Time: 7418.32 ms [2022-01-21 17:16:53 main:574] : INFO : Epoch 1758 | loss: 0.0311224 | val_loss: 0.0311813 | Time: 7306.27 ms [2022-01-21 17:17:00 main:574] : INFO : Epoch 1759 | loss: 0.0311188 | val_loss: 0.0311909 | Time: 7373.46 ms [2022-01-21 17:17:08 main:574] : INFO : Epoch 1760 | loss: 0.031121 | val_loss: 0.0311779 | Time: 7352.18 ms [2022-01-21 17:17:15 main:574] : INFO : Epoch 1761 | loss: 0.0311225 | val_loss: 0.0311847 | Time: 7444.87 ms [2022-01-21 17:17:22 main:574] : INFO : Epoch 1762 | loss: 0.0311195 | val_loss: 0.0311826 | Time: 7198.62 ms [2022-01-21 17:17:30 main:574] : INFO : Epoch 1763 | loss: 0.031117 | val_loss: 0.0311802 | Time: 7347.23 ms [2022-01-21 17:17:37 main:574] : INFO : Epoch 1764 | loss: 0.0311157 | val_loss: 0.0311843 | Time: 7279.38 ms [2022-01-21 17:17:45 main:574] : INFO : Epoch 1765 | loss: 0.0311193 | val_loss: 0.0311756 | Time: 7511.92 ms [2022-01-21 17:17:52 main:574] : INFO : Epoch 1766 | loss: 0.0311174 | val_loss: 0.0311819 | Time: 7424.2 ms [2022-01-21 17:17:59 main:574] : INFO : Epoch 1767 | loss: 0.0311196 | val_loss: 0.0311758 | Time: 7118.8 ms [2022-01-21 17:18:07 main:574] : INFO : Epoch 1768 | loss: 0.0311206 | val_loss: 0.0311798 | Time: 7486.36 ms [2022-01-21 17:18:14 main:574] : INFO : Epoch 1769 | loss: 0.0311224 | val_loss: 0.0311816 | Time: 7589.98 ms [2022-01-21 17:18:22 main:574] : INFO : Epoch 1770 | loss: 0.0311199 | val_loss: 0.0311808 | Time: 7444.15 ms [2022-01-21 17:18:30 main:574] : INFO : Epoch 1771 | loss: 0.031119 | val_loss: 0.0311839 | Time: 7523.37 ms [2022-01-21 17:18:37 main:574] : INFO : Epoch 1772 | loss: 0.0311306 | val_loss: 0.031181 | Time: 7822.58 ms [2022-01-21 17:18:45 main:574] : INFO : Epoch 1773 | loss: 0.031126 | val_loss: 0.031181 | Time: 7700.31 ms [2022-01-21 17:18:53 main:574] : INFO : Epoch 1774 | loss: 0.0311208 | val_loss: 0.0311817 | Time: 7544.09 ms [2022-01-21 17:19:01 main:574] : INFO : Epoch 1775 | loss: 0.0311246 | val_loss: 0.0311856 | Time: 7895.96 ms [2022-01-21 17:19:09 main:574] : INFO : Epoch 1776 | loss: 0.0311205 | val_loss: 0.0311847 | Time: 7551.32 ms [2022-01-21 17:19:16 main:574] : INFO : Epoch 1777 | loss: 0.0311291 | val_loss: 0.0311891 | Time: 7387.31 ms [2022-01-21 17:19:24 main:574] : INFO : Epoch 1778 | loss: 0.0311212 | val_loss: 0.0311855 | Time: 7551 ms [2022-01-21 17:19:31 main:574] : INFO : Epoch 1779 | loss: 0.0311209 | val_loss: 0.0311878 | Time: 7293.41 ms [2022-01-21 17:19:39 main:574] : INFO : Epoch 1780 | loss: 0.0311283 | val_loss: 0.0311802 | Time: 7428.3 ms [2022-01-21 17:19:46 main:574] : INFO : Epoch 1781 | loss: 0.0311219 | val_loss: 0.0311904 | Time: 7309 ms [2022-01-21 17:19:53 main:574] : INFO : Epoch 1782 | loss: 0.0311183 | val_loss: 0.0311852 | Time: 7421.45 ms [2022-01-21 17:20:01 main:574] : INFO : Epoch 1783 | loss: 0.0311142 | val_loss: 0.0311793 | Time: 7402.4 ms [2022-01-21 17:20:08 main:574] : INFO : Epoch 1784 | loss: 0.0311168 | val_loss: 0.0311798 | Time: 7338.41 ms [2022-01-21 17:20:16 main:574] : INFO : Epoch 1785 | loss: 0.0311155 | val_loss: 0.0311825 | Time: 7535.6 ms [2022-01-21 17:20:23 main:574] : INFO : Epoch 1786 | loss: 0.0311167 | val_loss: 0.0311739 | Time: 7419.67 ms [2022-01-21 17:20:31 main:574] : INFO : Epoch 1787 | loss: 0.0311136 | val_loss: 0.0311816 | Time: 7410.48 ms [2022-01-21 17:20:38 main:574] : INFO : Epoch 1788 | loss: 0.0311169 | val_loss: 0.0311835 | Time: 7480.04 ms [2022-01-21 17:20:46 main:574] : INFO : Epoch 1789 | loss: 0.0311142 | val_loss: 0.0311824 | Time: 7275.7 ms [2022-01-21 17:20:53 main:574] : INFO : Epoch 1790 | loss: 0.0311187 | val_loss: 0.0311776 | Time: 7207.15 ms [2022-01-21 17:21:01 main:574] : INFO : Epoch 1791 | loss: 0.0311181 | val_loss: 0.0311804 | Time: 7850.84 ms [2022-01-21 17:21:08 main:574] : INFO : Epoch 1792 | loss: 0.031118 | val_loss: 0.0311765 | Time: 7588.8 ms [2022-01-21 17:21:16 main:574] : INFO : Epoch 1793 | loss: 0.0311195 | val_loss: 0.0311794 | Time: 7287.4 ms [2022-01-21 17:21:23 main:574] : INFO : Epoch 1794 | loss: 0.0311158 | val_loss: 0.031178 | Time: 7497.8 ms [2022-01-21 17:21:31 main:574] : INFO : Epoch 1795 | loss: 0.0311135 | val_loss: 0.031184 | Time: 7995.27 ms [2022-01-21 17:21:39 main:574] : INFO : Epoch 1796 | loss: 0.0311169 | val_loss: 0.031179 | Time: 7359.25 ms [2022-01-21 17:21:46 main:574] : INFO : Epoch 1797 | loss: 0.0311224 | val_loss: 0.0311807 | Time: 7470.58 ms [2022-01-21 17:21:54 main:574] : INFO : Epoch 1798 | loss: 0.0311211 | val_loss: 0.0311841 | Time: 7358.62 ms [2022-01-21 17:22:02 main:574] : INFO : Epoch 1799 | loss: 0.0311203 | val_loss: 0.0311862 | Time: 7715.89 ms [2022-01-21 17:22:09 main:574] : INFO : Epoch 1800 | loss: 0.0311177 | val_loss: 0.0311852 | Time: 7451.84 ms [2022-01-21 17:22:16 main:574] : INFO : Epoch 1801 | loss: 0.0311125 | val_loss: 0.0311786 | Time: 7398.29 ms [2022-01-21 17:22:24 main:574] : INFO : Epoch 1802 | loss: 0.0311152 | val_loss: 0.0311893 | Time: 7368.53 ms [2022-01-21 17:22:31 main:574] : INFO : Epoch 1803 | loss: 0.0311414 | val_loss: 0.0311801 | Time: 7356.8 ms [2022-01-21 17:22:39 main:574] : INFO : Epoch 1804 | loss: 0.0311413 | val_loss: 0.0311767 | Time: 7331.67 ms [2022-01-21 17:22:46 main:574] : INFO : Epoch 1805 | loss: 0.0311375 | val_loss: 0.0311741 | Time: 7221.53 ms [2022-01-21 17:22:53 main:574] : INFO : Epoch 1806 | loss: 0.0311341 | val_loss: 0.0311759 | Time: 7273.83 ms [2022-01-21 17:23:01 main:574] : INFO : Epoch 1807 | loss: 0.0311325 | val_loss: 0.0311733 | Time: 7364.19 ms [2022-01-21 17:23:08 main:574] : INFO : Epoch 1808 | loss: 0.0311334 | val_loss: 0.0311763 | Time: 7172.33 ms [2022-01-21 17:23:16 main:574] : INFO : Epoch 1809 | loss: 0.0311271 | val_loss: 0.0311747 | Time: 8507.48 ms [2022-01-21 17:23:25 main:574] : INFO : Epoch 1810 | loss: 0.0311279 | val_loss: 0.0311825 | Time: 8302.86 ms [2022-01-21 17:23:33 main:574] : INFO : Epoch 1811 | loss: 0.0311354 | val_loss: 0.0311817 | Time: 7904.92 ms [2022-01-21 17:23:40 main:574] : INFO : Epoch 1812 | loss: 0.0311377 | val_loss: 0.0311747 | Time: 7502.76 ms [2022-01-21 17:23:48 main:574] : INFO : Epoch 1813 | loss: 0.0311338 | val_loss: 0.0311743 | Time: 7440.47 ms [2022-01-21 17:23:56 main:574] : INFO : Epoch 1814 | loss: 0.0311329 | val_loss: 0.0311799 | Time: 7634.61 ms [2022-01-21 17:24:03 main:574] : INFO : Epoch 1815 | loss: 0.0311276 | val_loss: 0.0311777 | Time: 7421.59 ms [2022-01-21 17:24:11 main:574] : INFO : Epoch 1816 | loss: 0.0311269 | val_loss: 0.0311821 | Time: 7572.41 ms [2022-01-21 17:24:18 main:574] : INFO : Epoch 1817 | loss: 0.0311273 | val_loss: 0.0311722 | Time: 7528.32 ms [2022-01-21 17:24:26 main:574] : INFO : Epoch 1818 | loss: 0.0311303 | val_loss: 0.0311707 | Time: 7379.07 ms [2022-01-21 17:24:33 main:574] : INFO : Epoch 1819 | loss: 0.0311313 | val_loss: 0.0311721 | Time: 7530.07 ms [2022-01-21 17:24:41 main:574] : INFO : Epoch 1820 | loss: 0.0311269 | val_loss: 0.0311721 | Time: 7547.61 ms [2022-01-21 17:24:49 main:574] : INFO : Epoch 1821 | loss: 0.0311316 | val_loss: 0.0311739 | Time: 7800.3 ms [2022-01-21 17:24:56 main:574] : INFO : Epoch 1822 | loss: 0.031127 | val_loss: 0.0311793 | Time: 7532.26 ms [2022-01-21 17:25:04 main:574] : INFO : Epoch 1823 | loss: 0.0311229 | val_loss: 0.0311745 | Time: 7679.56 ms [2022-01-21 17:25:12 main:574] : INFO : Epoch 1824 | loss: 0.0311238 | val_loss: 0.0311766 | Time: 7372.39 ms [2022-01-21 17:25:19 main:574] : INFO : Epoch 1825 | loss: 0.0311208 | val_loss: 0.031179 | Time: 7412.65 ms [2022-01-21 17:25:26 main:574] : INFO : Epoch 1826 | loss: 0.0311186 | val_loss: 0.0311803 | Time: 7092.1 ms [2022-01-21 17:25:34 main:574] : INFO : Epoch 1827 | loss: 0.0311231 | val_loss: 0.03118 | Time: 7257.71 ms [2022-01-21 17:25:41 main:574] : INFO : Epoch 1828 | loss: 0.0311217 | val_loss: 0.0311799 | Time: 7396.04 ms [2022-01-21 17:25:48 main:574] : INFO : Epoch 1829 | loss: 0.0311193 | val_loss: 0.0311841 | Time: 7299.55 ms [2022-01-21 17:25:56 main:574] : INFO : Epoch 1830 | loss: 0.0311187 | val_loss: 0.031183 | Time: 7242.28 ms [2022-01-21 17:26:03 main:574] : INFO : Epoch 1831 | loss: 0.031119 | val_loss: 0.0311802 | Time: 7291.71 ms [2022-01-21 17:26:10 main:574] : INFO : Epoch 1832 | loss: 0.0311186 | val_loss: 0.0311764 | Time: 7091.97 ms [2022-01-21 17:26:17 main:574] : INFO : Epoch 1833 | loss: 0.0311173 | val_loss: 0.0311736 | Time: 7199.49 ms [2022-01-21 17:26:25 main:574] : INFO : Epoch 1834 | loss: 0.0311195 | val_loss: 0.0311785 | Time: 7209.58 ms [2022-01-21 17:26:32 main:574] : INFO : Epoch 1835 | loss: 0.0311211 | val_loss: 0.0311861 | Time: 7176.76 ms [2022-01-21 17:26:39 main:574] : INFO : Epoch 1836 | loss: 0.0311155 | val_loss: 0.0311789 | Time: 7134.16 ms [2022-01-21 17:26:46 main:574] : INFO : Epoch 1837 | loss: 0.0311197 | val_loss: 0.0311915 | Time: 7175.71 ms [2022-01-21 17:26:54 main:574] : INFO : Epoch 1838 | loss: 0.0311214 | val_loss: 0.031181 | Time: 7299.2 ms [2022-01-21 17:27:01 main:574] : INFO : Epoch 1839 | loss: 0.0311191 | val_loss: 0.031194 | Time: 7256.88 ms [2022-01-21 17:27:08 main:574] : INFO : Epoch 1840 | loss: 0.0311213 | val_loss: 0.0311921 | Time: 7205.37 ms [2022-01-21 17:27:15 main:574] : INFO : Epoch 1841 | loss: 0.0311254 | val_loss: 0.0311859 | Time: 7209.65 ms [2022-01-21 17:27:23 main:574] : INFO : Epoch 1842 | loss: 0.0311155 | val_loss: 0.0311826 | Time: 7106.65 ms [2022-01-21 17:27:30 main:574] : INFO : Epoch 1843 | loss: 0.0311128 | val_loss: 0.0311857 | Time: 7089.66 ms [2022-01-21 17:27:37 main:574] : INFO : Epoch 1844 | loss: 0.0311123 | val_loss: 0.0311804 | Time: 7291.66 ms [2022-01-21 17:27:44 main:574] : INFO : Epoch 1845 | loss: 0.0311151 | val_loss: 0.0311776 | Time: 7164.49 ms [2022-01-21 17:27:51 main:574] : INFO : Epoch 1846 | loss: 0.0311191 | val_loss: 0.0311794 | Time: 7084.79 ms [2022-01-21 17:27:59 main:574] : INFO : Epoch 1847 | loss: 0.0311161 | val_loss: 0.0311804 | Time: 7170.83 ms [2022-01-21 17:28:06 main:574] : INFO : Epoch 1848 | loss: 0.0311129 | val_loss: 0.0311904 | Time: 7354.26 ms [2022-01-21 17:28:13 main:574] : INFO : Epoch 1849 | loss: 0.031115 | val_loss: 0.0311944 | Time: 7220.48 ms [2022-01-21 17:28:21 main:574] : INFO : Epoch 1850 | loss: 0.0311122 | val_loss: 0.0311838 | Time: 7170.32 ms [2022-01-21 17:28:28 main:574] : INFO : Epoch 1851 | loss: 0.0311178 | val_loss: 0.0311792 | Time: 7177.37 ms [2022-01-21 17:28:35 main:574] : INFO : Epoch 1852 | loss: 0.0311217 | val_loss: 0.031185 | Time: 7178.01 ms [2022-01-21 17:28:42 main:574] : INFO : Epoch 1853 | loss: 0.0311148 | val_loss: 0.0311863 | Time: 7131.54 ms [2022-01-21 17:28:50 main:574] : INFO : Epoch 1854 | loss: 0.0311128 | val_loss: 0.0311898 | Time: 7489.05 ms [2022-01-21 17:28:57 main:574] : INFO : Epoch 1855 | loss: 0.0311102 | val_loss: 0.0311987 | Time: 7110.63 ms [2022-01-21 17:29:04 main:574] : INFO : Epoch 1856 | loss: 0.0311137 | val_loss: 0.0311796 | Time: 7159.81 ms [2022-01-21 17:29:11 main:574] : INFO : Epoch 1857 | loss: 0.0311103 | val_loss: 0.0311841 | Time: 7223.66 ms [2022-01-21 17:29:19 main:574] : INFO : Epoch 1858 | loss: 0.0311182 | val_loss: 0.0311956 | Time: 7144.97 ms [2022-01-21 17:29:26 main:574] : INFO : Epoch 1859 | loss: 0.0311206 | val_loss: 0.0311921 | Time: 7226.13 ms [2022-01-21 17:29:33 main:574] : INFO : Epoch 1860 | loss: 0.0311199 | val_loss: 0.0311786 | Time: 7165.22 ms [2022-01-21 17:29:41 main:574] : INFO : Epoch 1861 | loss: 0.0311191 | val_loss: 0.0311912 | Time: 7268.93 ms [2022-01-21 17:29:48 main:574] : INFO : Epoch 1862 | loss: 0.0311198 | val_loss: 0.0311846 | Time: 7148.06 ms [2022-01-21 17:29:55 main:574] : INFO : Epoch 1863 | loss: 0.0311193 | val_loss: 0.0311801 | Time: 7182.97 ms [2022-01-21 17:30:02 main:574] : INFO : Epoch 1864 | loss: 0.0311159 | val_loss: 0.031181 | Time: 7137.82 ms [2022-01-21 17:30:09 main:574] : INFO : Epoch 1865 | loss: 0.0311162 | val_loss: 0.0311824 | Time: 7201.1 ms [2022-01-21 17:30:17 main:574] : INFO : Epoch 1866 | loss: 0.0311165 | val_loss: 0.0311824 | Time: 7173.03 ms [2022-01-21 17:30:24 main:574] : INFO : Epoch 1867 | loss: 0.0311166 | val_loss: 0.0311844 | Time: 7317.46 ms [2022-01-21 17:30:31 main:574] : INFO : Epoch 1868 | loss: 0.0311245 | val_loss: 0.0311801 | Time: 7045.29 ms [2022-01-21 17:30:39 main:574] : INFO : Epoch 1869 | loss: 0.0311289 | val_loss: 0.0311809 | Time: 7418.7 ms [2022-01-21 17:30:46 main:574] : INFO : Epoch 1870 | loss: 0.0311328 | val_loss: 0.0311762 | Time: 7155.68 ms [2022-01-21 17:30:53 main:574] : INFO : Epoch 1871 | loss: 0.0311384 | val_loss: 0.0311824 | Time: 7146.43 ms [2022-01-21 17:31:00 main:574] : INFO : Epoch 1872 | loss: 0.0311411 | val_loss: 0.0311854 | Time: 7344.83 ms [2022-01-21 17:31:08 main:574] : INFO : Epoch 1873 | loss: 0.031177 | val_loss: 0.031185 | Time: 7182.61 ms [2022-01-21 17:31:15 main:574] : INFO : Epoch 1874 | loss: 0.0311717 | val_loss: 0.0311815 | Time: 7131.45 ms [2022-01-21 17:31:22 main:574] : INFO : Epoch 1875 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 7294.33 ms [2022-01-21 17:31:29 main:574] : INFO : Epoch 1876 | loss: 0.0311595 | val_loss: 0.0311815 | Time: 7126.32 ms [2022-01-21 17:31:37 main:574] : INFO : Epoch 1877 | loss: 0.0311582 | val_loss: 0.0311748 | Time: 7140.26 ms [2022-01-21 17:31:44 main:574] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.031176 | Time: 7211.75 ms [2022-01-21 17:31:51 main:574] : INFO : Epoch 1879 | loss: 0.0311587 | val_loss: 0.031182 | Time: 7252.27 ms [2022-01-21 17:31:59 main:574] : INFO : Epoch 1880 | loss: 0.0311539 | val_loss: 0.0311763 | Time: 8035.79 ms [2022-01-21 17:32:07 main:574] : INFO : Epoch 1881 | loss: 0.0311487 | val_loss: 0.0311717 | Time: 7926.5 ms [2022-01-21 17:32:15 main:574] : INFO : Epoch 1882 | loss: 0.0311476 | val_loss: 0.0311802 | Time: 7594.15 ms [2022-01-21 17:32:22 main:574] : INFO : Epoch 1883 | loss: 0.0311452 | val_loss: 0.0311758 | Time: 7349.49 ms [2022-01-21 17:32:30 main:574] : INFO : Epoch 1884 | loss: 0.031145 | val_loss: 0.0311712 | Time: 7656.28 ms [2022-01-21 17:32:38 main:574] : INFO : Epoch 1885 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 7564.22 ms [2022-01-21 17:32:45 main:574] : INFO : Epoch 1886 | loss: 0.0311411 | val_loss: 0.0311734 | Time: 7546.41 ms [2022-01-21 17:32:53 main:574] : INFO : Epoch 1887 | loss: 0.0311401 | val_loss: 0.031175 | Time: 7935.19 ms [2022-01-21 17:33:01 main:574] : INFO : Epoch 1888 | loss: 0.0311382 | val_loss: 0.0311743 | Time: 7495.33 ms [2022-01-21 17:33:08 main:574] : INFO : Epoch 1889 | loss: 0.0311376 | val_loss: 0.031179 | Time: 7556.93 ms [2022-01-21 17:33:16 main:574] : INFO : Epoch 1890 | loss: 0.0311416 | val_loss: 0.0311868 | Time: 7585.34 ms [2022-01-21 17:33:24 main:574] : INFO : Epoch 1891 | loss: 0.031143 | val_loss: 0.0311785 | Time: 7575.41 ms [2022-01-21 17:33:31 main:574] : INFO : Epoch 1892 | loss: 0.0311405 | val_loss: 0.0311835 | Time: 7499.48 ms [2022-01-21 17:33:39 main:574] : INFO : Epoch 1893 | loss: 0.031137 | val_loss: 0.031177 | Time: 7619.88 ms [2022-01-21 17:33:46 main:574] : INFO : Epoch 1894 | loss: 0.0311352 | val_loss: 0.0311764 | Time: 7499.66 ms [2022-01-21 17:33:54 main:574] : INFO : Epoch 1895 | loss: 0.0311368 | val_loss: 0.0311781 | Time: 7594.53 ms [2022-01-21 17:34:02 main:574] : INFO : Epoch 1896 | loss: 0.0311422 | val_loss: 0.0311737 | Time: 7483.32 ms [2022-01-21 17:34:09 main:574] : INFO : Epoch 1897 | loss: 0.0311406 | val_loss: 0.0311762 | Time: 7490.05 ms [2022-01-21 17:34:17 main:574] : INFO : Epoch 1898 | loss: 0.031136 | val_loss: 0.0311752 | Time: 7574.74 ms [2022-01-21 17:34:24 main:574] : INFO : Epoch 1899 | loss: 0.0311345 | val_loss: 0.0311782 | Time: 7356.02 ms [2022-01-21 17:34:32 main:574] : INFO : Epoch 1900 | loss: 0.0311357 | val_loss: 0.0311817 | Time: 7507.97 ms [2022-01-21 17:34:39 main:574] : INFO : Epoch 1901 | loss: 0.0311368 | val_loss: 0.0311733 | Time: 7628.71 ms [2022-01-21 17:34:47 main:574] : INFO : Epoch 1902 | loss: 0.0311374 | val_loss: 0.0311739 | Time: 7629.49 ms [2022-01-21 17:34:55 main:574] : INFO : Epoch 1903 | loss: 0.0311312 | val_loss: 0.0311841 | Time: 7481.69 ms [2022-01-21 17:35:02 main:574] : INFO : Epoch 1904 | loss: 0.0311314 | val_loss: 0.0311794 | Time: 7627.83 ms [2022-01-21 17:35:10 main:574] : INFO : Epoch 1905 | loss: 0.0311325 | val_loss: 0.0311778 | Time: 7524.53 ms [2022-01-21 17:35:17 main:574] : INFO : Epoch 1906 | loss: 0.0311324 | val_loss: 0.0311763 | Time: 7590.8 ms [2022-01-21 17:35:25 main:574] : INFO : Epoch 1907 | loss: 0.0311313 | val_loss: 0.0311812 | Time: 7470.31 ms [2022-01-21 17:35:33 main:574] : INFO : Epoch 1908 | loss: 0.0311318 | val_loss: 0.0311763 | Time: 7450.47 ms [2022-01-21 17:35:40 main:574] : INFO : Epoch 1909 | loss: 0.0311316 | val_loss: 0.0311876 | Time: 7447.25 ms [2022-01-21 17:35:48 main:574] : INFO : Epoch 1910 | loss: 0.031132 | val_loss: 0.0311812 | Time: 7498.72 ms [2022-01-21 17:35:55 main:574] : INFO : Epoch 1911 | loss: 0.0311292 | val_loss: 0.0311859 | Time: 7597.2 ms [2022-01-21 17:36:03 main:574] : INFO : Epoch 1912 | loss: 0.0311278 | val_loss: 0.0311798 | Time: 7521.57 ms [2022-01-21 17:36:10 main:574] : INFO : Epoch 1913 | loss: 0.0311298 | val_loss: 0.0311897 | Time: 7541.14 ms [2022-01-21 17:36:18 main:574] : INFO : Epoch 1914 | loss: 0.0311288 | val_loss: 0.0311804 | Time: 7483.37 ms [2022-01-21 17:36:26 main:574] : INFO : Epoch 1915 | loss: 0.0311263 | val_loss: 0.0311891 | Time: 7966.09 ms [2022-01-21 17:36:34 main:574] : INFO : Epoch 1916 | loss: 0.0311286 | val_loss: 0.0311882 | Time: 7561.84 ms [2022-01-21 17:36:41 main:574] : INFO : Epoch 1917 | loss: 0.0311354 | val_loss: 0.0311748 | Time: 7628.44 ms [2022-01-21 17:36:49 main:574] : INFO : Epoch 1918 | loss: 0.0311328 | val_loss: 0.0311792 | Time: 7581.31 ms [2022-01-21 17:36:57 main:574] : INFO : Epoch 1919 | loss: 0.0311264 | val_loss: 0.0311878 | Time: 7713.95 ms [2022-01-21 17:37:04 main:574] : INFO : Epoch 1920 | loss: 0.0311243 | val_loss: 0.0311831 | Time: 7581.28 ms [2022-01-21 17:37:12 main:574] : INFO : Epoch 1921 | loss: 0.0311269 | val_loss: 0.0311829 | Time: 7496.46 ms [2022-01-21 17:37:19 main:574] : INFO : Epoch 1922 | loss: 0.0311248 | val_loss: 0.0311813 | Time: 7511.09 ms [2022-01-21 17:37:27 main:574] : INFO : Epoch 1923 | loss: 0.0311301 | val_loss: 0.0311805 | Time: 7726.3 ms [2022-01-21 17:37:35 main:574] : INFO : Epoch 1924 | loss: 0.0311295 | val_loss: 0.0311886 | Time: 7481.59 ms [2022-01-21 17:37:42 main:574] : INFO : Epoch 1925 | loss: 0.0311283 | val_loss: 0.0311907 | Time: 7588.44 ms [2022-01-21 17:37:50 main:574] : INFO : Epoch 1926 | loss: 0.0311258 | val_loss: 0.0311833 | Time: 7632.55 ms [2022-01-21 17:37:58 main:574] : INFO : Epoch 1927 | loss: 0.0311328 | val_loss: 0.0311818 | Time: 7445.54 ms [2022-01-21 17:38:05 main:574] : INFO : Epoch 1928 | loss: 0.031128 | val_loss: 0.0311837 | Time: 7635.95 ms [2022-01-21 17:38:13 main:574] : INFO : Epoch 1929 | loss: 0.0311256 | val_loss: 0.0311798 | Time: 7484.31 ms [2022-01-21 17:38:20 main:574] : INFO : Epoch 1930 | loss: 0.0311304 | val_loss: 0.0311781 | Time: 7533.66 ms [2022-01-21 17:38:28 main:574] : INFO : Epoch 1931 | loss: 0.0311286 | val_loss: 0.0311903 | Time: 7590.49 ms [2022-01-21 17:38:36 main:574] : INFO : Epoch 1932 | loss: 0.03113 | val_loss: 0.0312039 | Time: 7411.05 ms [2022-01-21 17:38:43 main:574] : INFO : Epoch 1933 | loss: 0.0311282 | val_loss: 0.0311767 | Time: 7549.8 ms [2022-01-21 17:38:51 main:574] : INFO : Epoch 1934 | loss: 0.0311243 | val_loss: 0.0311805 | Time: 7536.78 ms [2022-01-21 17:38:58 main:574] : INFO : Epoch 1935 | loss: 0.0311254 | val_loss: 0.0311912 | Time: 7636.07 ms [2022-01-21 17:39:06 main:574] : INFO : Epoch 1936 | loss: 0.0311251 | val_loss: 0.0311853 | Time: 7514.61 ms [2022-01-21 17:39:14 main:574] : INFO : Epoch 1937 | loss: 0.0311276 | val_loss: 0.0311846 | Time: 7523.1 ms [2022-01-21 17:39:21 main:574] : INFO : Epoch 1938 | loss: 0.0311427 | val_loss: 0.0311778 | Time: 7451.23 ms [2022-01-21 17:39:29 main:574] : INFO : Epoch 1939 | loss: 0.0311402 | val_loss: 0.0311797 | Time: 7537.79 ms [2022-01-21 17:39:36 main:574] : INFO : Epoch 1940 | loss: 0.031136 | val_loss: 0.031177 | Time: 7436.68 ms [2022-01-21 17:39:44 main:574] : INFO : Epoch 1941 | loss: 0.0311314 | val_loss: 0.0311751 | Time: 7386.37 ms [2022-01-21 17:39:52 main:574] : INFO : Epoch 1942 | loss: 0.0311263 | val_loss: 0.0311818 | Time: 7895.72 ms [2022-01-21 17:39:59 main:574] : INFO : Epoch 1943 | loss: 0.0311269 | val_loss: 0.0311786 | Time: 7491.64 ms [2022-01-21 17:40:07 main:574] : INFO : Epoch 1944 | loss: 0.0311338 | val_loss: 0.0311723 | Time: 7654.63 ms [2022-01-21 17:40:14 main:574] : INFO : Epoch 1945 | loss: 0.0311326 | val_loss: 0.0311763 | Time: 7390.14 ms [2022-01-21 17:40:22 main:574] : INFO : Epoch 1946 | loss: 0.0311267 | val_loss: 0.0311768 | Time: 7317.24 ms [2022-01-21 17:40:29 main:574] : INFO : Epoch 1947 | loss: 0.0311264 | val_loss: 0.031178 | Time: 7231.68 ms [2022-01-21 17:40:36 main:574] : INFO : Epoch 1948 | loss: 0.0311244 | val_loss: 0.0311756 | Time: 7236.71 ms [2022-01-21 17:40:43 main:574] : INFO : Epoch 1949 | loss: 0.031124 | val_loss: 0.0311872 | Time: 7161.83 ms [2022-01-21 17:40:51 main:574] : INFO : Epoch 1950 | loss: 0.0311237 | val_loss: 0.0311847 | Time: 7203.99 ms [2022-01-21 17:40:58 main:574] : INFO : Epoch 1951 | loss: 0.031123 | val_loss: 0.0311797 | Time: 7285.27 ms [2022-01-21 17:41:05 main:574] : INFO : Epoch 1952 | loss: 0.0311266 | val_loss: 0.0311822 | Time: 7334.96 ms [2022-01-21 17:41:13 main:574] : INFO : Epoch 1953 | loss: 0.0311212 | val_loss: 0.0311818 | Time: 7209.16 ms [2022-01-21 17:41:20 main:574] : INFO : Epoch 1954 | loss: 0.0311242 | val_loss: 0.0311853 | Time: 7190.02 ms [2022-01-21 17:41:27 main:574] : INFO : Epoch 1955 | loss: 0.031123 | val_loss: 0.0311879 | Time: 7285.21 ms [2022-01-21 17:41:35 main:574] : INFO : Epoch 1956 | loss: 0.0311259 | val_loss: 0.0311867 | Time: 7271.11 ms [2022-01-21 17:41:42 main:574] : INFO : Epoch 1957 | loss: 0.0311254 | val_loss: 0.0311825 | Time: 7484.77 ms [2022-01-21 17:41:49 main:574] : INFO : Epoch 1958 | loss: 0.0311257 | val_loss: 0.0311786 | Time: 7190.56 ms [2022-01-21 17:41:57 main:574] : INFO : Epoch 1959 | loss: 0.0311224 | val_loss: 0.0311817 | Time: 7243.84 ms [2022-01-21 17:42:04 main:574] : INFO : Epoch 1960 | loss: 0.0311202 | val_loss: 0.0311884 | Time: 7253.77 ms [2022-01-21 17:42:11 main:574] : INFO : Epoch 1961 | loss: 0.0311193 | val_loss: 0.0311762 | Time: 7197.94 ms [2022-01-21 17:42:19 main:574] : INFO : Epoch 1962 | loss: 0.0311183 | val_loss: 0.0311825 | Time: 7230.95 ms [2022-01-21 17:42:26 main:574] : INFO : Epoch 1963 | loss: 0.0311164 | val_loss: 0.03119 | Time: 7198.52 ms [2022-01-21 17:42:33 main:574] : INFO : Epoch 1964 | loss: 0.0311155 | val_loss: 0.0311809 | Time: 7291.9 ms [2022-01-21 17:42:40 main:574] : INFO : Epoch 1965 | loss: 0.0311204 | val_loss: 0.0311828 | Time: 7151.58 ms [2022-01-21 17:42:48 main:574] : INFO : Epoch 1966 | loss: 0.0311202 | val_loss: 0.031181 | Time: 7266.23 ms [2022-01-21 17:42:55 main:574] : INFO : Epoch 1967 | loss: 0.0311182 | val_loss: 0.0311846 | Time: 7199.54 ms [2022-01-21 17:43:02 main:574] : INFO : Epoch 1968 | loss: 0.0311193 | val_loss: 0.0311826 | Time: 7231.09 ms [2022-01-21 17:43:09 main:574] : INFO : Epoch 1969 | loss: 0.031115 | val_loss: 0.0311845 | Time: 7150.44 ms [2022-01-21 17:43:17 main:574] : INFO : Epoch 1970 | loss: 0.0311153 | val_loss: 0.0311823 | Time: 7204.57 ms [2022-01-21 17:43:24 main:574] : INFO : Epoch 1971 | loss: 0.0311189 | val_loss: 0.0311882 | Time: 7275.17 ms [2022-01-21 17:43:31 main:574] : INFO : Epoch 1972 | loss: 0.0311195 | val_loss: 0.0311757 | Time: 7254.05 ms [2022-01-21 17:43:39 main:574] : INFO : Epoch 1973 | loss: 0.0311212 | val_loss: 0.0311805 | Time: 7277.1 ms [2022-01-21 17:43:46 main:574] : INFO : Epoch 1974 | loss: 0.0311227 | val_loss: 0.0311827 | Time: 7164.72 ms [2022-01-21 17:43:53 main:574] : INFO : Epoch 1975 | loss: 0.0311204 | val_loss: 0.0311861 | Time: 7234.76 ms [2022-01-21 17:44:01 main:574] : INFO : Epoch 1976 | loss: 0.0326834 | val_loss: 0.0319228 | Time: 7231.53 ms [2022-01-21 17:44:08 main:574] : INFO : Epoch 1977 | loss: 0.0412452 | val_loss: 0.0348706 | Time: 7205 ms [2022-01-21 17:44:15 main:574] : INFO : Epoch 1978 | loss: 0.0346259 | val_loss: 0.0332747 | Time: 7201.41 ms [2022-01-21 17:44:22 main:574] : INFO : Epoch 1979 | loss: 0.0318742 | val_loss: 0.0313337 | Time: 7277.98 ms [2022-01-21 17:44:30 main:574] : INFO : Epoch 1980 | loss: 0.0313051 | val_loss: 0.0312719 | Time: 7131.22 ms [2022-01-21 17:44:37 main:574] : INFO : Epoch 1981 | loss: 0.0312577 | val_loss: 0.0312507 | Time: 7145.03 ms [2022-01-21 17:44:44 main:574] : INFO : Epoch 1982 | loss: 0.0312465 | val_loss: 0.0312425 | Time: 7278.03 ms [2022-01-21 17:44:51 main:574] : INFO : Epoch 1983 | loss: 0.0312418 | val_loss: 0.0312381 | Time: 7207.36 ms [2022-01-21 17:44:59 main:574] : INFO : Epoch 1984 | loss: 0.0312375 | val_loss: 0.0312336 | Time: 7180.82 ms [2022-01-21 17:45:06 main:574] : INFO : Epoch 1985 | loss: 0.0312307 | val_loss: 0.0312259 | Time: 7214.15 ms [2022-01-21 17:45:13 main:574] : INFO : Epoch 1986 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 7177.94 ms [2022-01-21 17:45:20 main:574] : INFO : Epoch 1987 | loss: 0.0312177 | val_loss: 0.0312135 | Time: 7200.36 ms [2022-01-21 17:45:28 main:574] : INFO : Epoch 1988 | loss: 0.0312118 | val_loss: 0.031209 | Time: 7434.42 ms [2022-01-21 17:45:35 main:574] : INFO : Epoch 1989 | loss: 0.0312074 | val_loss: 0.0312068 | Time: 7225.11 ms [2022-01-21 17:45:42 main:574] : INFO : Epoch 1990 | loss: 0.0312042 | val_loss: 0.0312026 | Time: 7135.44 ms [2022-01-21 17:45:50 main:574] : INFO : Epoch 1991 | loss: 0.0312014 | val_loss: 0.031198 | Time: 7289.45 ms [2022-01-21 17:45:57 main:574] : INFO : Epoch 1992 | loss: 0.0311975 | val_loss: 0.0311946 | Time: 7152.73 ms [2022-01-21 17:46:04 main:574] : INFO : Epoch 1993 | loss: 0.0311962 | val_loss: 0.0311979 | Time: 7265.29 ms [2022-01-21 17:46:11 main:574] : INFO : Epoch 1994 | loss: 0.031194 | val_loss: 0.0311914 | Time: 7171.04 ms [2022-01-21 17:46:19 main:574] : INFO : Epoch 1995 | loss: 0.0311917 | val_loss: 0.0311905 | Time: 7279.75 ms [2022-01-21 17:46:26 main:574] : INFO : Epoch 1996 | loss: 0.0311909 | val_loss: 0.0311894 | Time: 7259.38 ms [2022-01-21 17:46:34 main:574] : INFO : Epoch 1997 | loss: 0.0311894 | val_loss: 0.0311909 | Time: 7462.73 ms [2022-01-21 17:46:41 main:574] : INFO : Epoch 1998 | loss: 0.0311885 | val_loss: 0.0311875 | Time: 7469.6 ms [2022-01-21 17:46:49 main:574] : INFO : Epoch 1999 | loss: 0.031187 | val_loss: 0.0311866 | Time: 7485.03 ms [2022-01-21 17:46:56 main:574] : INFO : Epoch 2000 | loss: 0.0311861 | val_loss: 0.0311856 | Time: 7560.37 ms [2022-01-21 17:47:04 main:574] : INFO : Epoch 2001 | loss: 0.0311849 | val_loss: 0.0311939 | Time: 7475.78 ms [2022-01-21 17:47:11 main:574] : INFO : Epoch 2002 | loss: 0.031186 | val_loss: 0.0311843 | Time: 7516.1 ms [2022-01-21 17:47:19 main:574] : INFO : Epoch 2003 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 7450.05 ms [2022-01-21 17:47:27 main:574] : INFO : Epoch 2004 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 7797.53 ms [2022-01-21 17:47:34 main:574] : INFO : Epoch 2005 | loss: 0.0311801 | val_loss: 0.031182 | Time: 7629.07 ms [2022-01-21 17:47:42 main:574] : INFO : Epoch 2006 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 7563.39 ms [2022-01-21 17:47:50 main:574] : INFO : Epoch 2007 | loss: 0.0311814 | val_loss: 0.0311925 | Time: 7535.7 ms [2022-01-21 17:47:57 main:574] : INFO : Epoch 2008 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 7522.24 ms [2022-01-21 17:48:05 main:574] : INFO : Epoch 2009 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 7555.95 ms [2022-01-21 17:48:12 main:574] : INFO : Epoch 2010 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 7383.91 ms [2022-01-21 17:48:20 main:574] : INFO : Epoch 2011 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 7456.87 ms [2022-01-21 17:48:27 main:574] : INFO : Epoch 2012 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 7555.61 ms [2022-01-21 17:48:35 main:574] : INFO : Epoch 2013 | loss: 0.031175 | val_loss: 0.0311786 | Time: 7473.83 ms [2022-01-21 17:48:42 main:574] : INFO : Epoch 2014 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 7485.42 ms [2022-01-21 17:48:50 main:574] : INFO : Epoch 2015 | loss: 0.0311726 | val_loss: 0.0311822 | Time: 7591.82 ms [2022-01-21 17:48:58 main:574] : INFO : Epoch 2016 | loss: 0.031172 | val_loss: 0.0311774 | Time: 7490.95 ms [2022-01-21 17:49:05 main:574] : INFO : Epoch 2017 | loss: 0.0311725 | val_loss: 0.0311868 | Time: 7493.83 ms [2022-01-21 17:49:13 main:574] : INFO : Epoch 2018 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 7346.14 ms [2022-01-21 17:49:20 main:574] : INFO : Epoch 2019 | loss: 0.0311689 | val_loss: 0.0311792 | Time: 7566.83 ms [2022-01-21 17:49:28 main:574] : INFO : Epoch 2020 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 7558.9 ms [2022-01-21 17:49:35 main:574] : INFO : Epoch 2021 | loss: 0.0311701 | val_loss: 0.0311936 | Time: 7503.58 ms [2022-01-21 17:49:43 main:574] : INFO : Epoch 2022 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 7477.39 ms [2022-01-21 17:49:51 main:574] : INFO : Epoch 2023 | loss: 0.0311664 | val_loss: 0.031177 | Time: 7522.98 ms [2022-01-21 17:49:58 main:574] : INFO : Epoch 2024 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 7682.83 ms [2022-01-21 17:50:06 main:574] : INFO : Epoch 2025 | loss: 0.031165 | val_loss: 0.0311853 | Time: 7488.32 ms [2022-01-21 17:50:13 main:574] : INFO : Epoch 2026 | loss: 0.031168 | val_loss: 0.0311813 | Time: 7505.01 ms [2022-01-21 17:50:21 main:574] : INFO : Epoch 2027 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 7418.86 ms [2022-01-21 17:50:28 main:574] : INFO : Epoch 2028 | loss: 0.031167 | val_loss: 0.0311776 | Time: 7532.61 ms [2022-01-21 17:50:36 main:574] : INFO : Epoch 2029 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 7573.73 ms [2022-01-21 17:50:44 main:574] : INFO : Epoch 2030 | loss: 0.031161 | val_loss: 0.0311827 | Time: 7487.29 ms [2022-01-21 17:50:51 main:574] : INFO : Epoch 2031 | loss: 0.0311629 | val_loss: 0.0311762 | Time: 7378.74 ms [2022-01-21 17:50:59 main:574] : INFO : Epoch 2032 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 7450.21 ms [2022-01-21 17:51:06 main:574] : INFO : Epoch 2033 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 7509.58 ms [2022-01-21 17:51:14 main:574] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 7545.9 ms [2022-01-21 17:51:21 main:574] : INFO : Epoch 2035 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 7677.04 ms [2022-01-21 17:51:29 main:574] : INFO : Epoch 2036 | loss: 0.0311615 | val_loss: 0.0311733 | Time: 7531.18 ms [2022-01-21 17:51:37 main:574] : INFO : Epoch 2037 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 7484.2 ms [2022-01-21 17:51:44 main:574] : INFO : Epoch 2038 | loss: 0.031161 | val_loss: 0.0311777 | Time: 7477.94 ms [2022-01-21 17:51:52 main:574] : INFO : Epoch 2039 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 7434.89 ms [2022-01-21 17:51:59 main:574] : INFO : Epoch 2040 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 7505.49 ms [2022-01-21 17:52:07 main:574] : INFO : Epoch 2041 | loss: 0.031157 | val_loss: 0.031171 | Time: 7430.3 ms [2022-01-21 17:52:14 main:574] : INFO : Epoch 2042 | loss: 0.0311561 | val_loss: 0.0311717 | Time: 7462.63 ms [2022-01-21 17:52:22 main:574] : INFO : Epoch 2043 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 7640.68 ms [2022-01-21 17:52:29 main:574] : INFO : Epoch 2044 | loss: 0.0311534 | val_loss: 0.0311712 | Time: 7474.5 ms [2022-01-21 17:52:37 main:574] : INFO : Epoch 2045 | loss: 0.0311532 | val_loss: 0.0311711 | Time: 7455.35 ms [2022-01-21 17:52:45 main:574] : INFO : Epoch 2046 | loss: 0.0311512 | val_loss: 0.0311765 | Time: 7515.52 ms [2022-01-21 17:52:52 main:574] : INFO : Epoch 2047 | loss: 0.0311535 | val_loss: 0.0311713 | Time: 7417.78 ms [2022-01-21 17:53:00 main:574] : INFO : Epoch 2048 | loss: 0.0311543 | val_loss: 0.0311746 | Time: 7477.52 ms [2022-01-21 17:53:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311746 [2022-01-21 17:53:00 main:603] : INFO : Saving end state to config to file [2022-01-21 17:53:00 main:608] : INFO : Success, exiting.. 17:53:00 (15984): 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)