Task 14624489
| Name | ParityModified-1647045156-23227-3-0_0 |
| Workunit | 11639696 |
| Created | 19 Apr 2022, 0:16:16 UTC |
| Sent | 19 Apr 2022, 0:16:24 UTC |
| Report deadline | 27 Apr 2022, 0:16:24 UTC |
| Received | 24 Apr 2022, 21:15:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 23 min 4 sec |
| CPU time | 1 hours 22 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> s [2022-04-24 14:54:32 main:581] : INFO : Epoch 1538 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2430.3 ms [2022-04-24 14:54:35 main:581] : INFO : Epoch 1539 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 2430.04 ms [2022-04-24 14:54:37 main:581] : INFO : Epoch 1540 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 2430.95 ms [2022-04-24 14:54:40 main:581] : INFO : Epoch 1541 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 2426.08 ms [2022-04-24 14:54:42 main:581] : INFO : Epoch 1542 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 2433.47 ms [2022-04-24 14:54:44 main:581] : INFO : Epoch 1543 | loss: 0.031179 | val_loss: 0.0311808 | Time: 2426.98 ms [2022-04-24 14:54:47 main:581] : INFO : Epoch 1544 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 2430.99 ms [2022-04-24 14:54:49 main:581] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 2429.36 ms [2022-04-24 14:54:52 main:581] : INFO : Epoch 1546 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 2428.08 ms [2022-04-24 14:54:54 main:581] : INFO : Epoch 1547 | loss: 0.03118 | val_loss: 0.0311816 | Time: 2423.89 ms [2022-04-24 14:54:57 main:581] : INFO : Epoch 1548 | loss: 0.031181 | val_loss: 0.0311812 | Time: 2432.22 ms [2022-04-24 14:54:59 main:581] : INFO : Epoch 1549 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 2432.65 ms [2022-04-24 14:55:01 main:581] : INFO : Epoch 1550 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 2435.07 ms [2022-04-24 14:55:04 main:581] : INFO : Epoch 1551 | loss: 0.031182 | val_loss: 0.031182 | Time: 2432.43 ms [2022-04-24 14:55:06 main:581] : INFO : Epoch 1552 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 2432.22 ms [2022-04-24 14:55:09 main:581] : INFO : Epoch 1553 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2431.4 ms [2022-04-24 14:55:11 main:581] : INFO : Epoch 1554 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 2428.31 ms [2022-04-24 14:55:14 main:581] : INFO : Epoch 1555 | loss: 0.0311813 | val_loss: 0.0311816 | Time: 2433.99 ms [2022-04-24 14:55:16 main:581] : INFO : Epoch 1556 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 2427.37 ms [2022-04-24 14:55:18 main:581] : INFO : Epoch 1557 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 2429.65 ms [2022-04-24 14:55:21 main:581] : INFO : Epoch 1558 | loss: 0.0311792 | val_loss: 0.03118 | Time: 2428.33 ms [2022-04-24 14:55:23 main:581] : INFO : Epoch 1559 | loss: 0.03118 | val_loss: 0.0311799 | Time: 2429.82 ms [2022-04-24 14:55:26 main:581] : INFO : Epoch 1560 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 2431.99 ms [2022-04-24 14:55:28 main:581] : INFO : Epoch 1561 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 2424.93 ms [2022-04-24 14:55:31 main:581] : INFO : Epoch 1562 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 2426.71 ms [2022-04-24 14:55:33 main:581] : INFO : Epoch 1563 | loss: 0.0311801 | val_loss: 0.03118 | Time: 2431.48 ms [2022-04-24 14:55:35 main:581] : INFO : Epoch 1564 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 2430.83 ms [2022-04-24 14:55:38 main:581] : INFO : Epoch 1565 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 2432.63 ms [2022-04-24 14:55:40 main:581] : INFO : Epoch 1566 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 2426.47 ms [2022-04-24 14:55:43 main:581] : INFO : Epoch 1567 | loss: 0.03118 | val_loss: 0.0311799 | Time: 2430.72 ms [2022-04-24 14:55:45 main:581] : INFO : Epoch 1568 | loss: 0.03118 | val_loss: 0.0311819 | Time: 2427.71 ms [2022-04-24 14:55:48 main:581] : INFO : Epoch 1569 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 2427.1 ms [2022-04-24 14:55:50 main:581] : INFO : Epoch 1570 | loss: 0.0311825 | val_loss: 0.0311819 | Time: 2429.56 ms [2022-04-24 14:55:52 main:581] : INFO : Epoch 1571 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 2430.26 ms [2022-04-24 14:55:55 main:581] : INFO : Epoch 1572 | loss: 0.0311824 | val_loss: 0.0311868 | Time: 2427 ms [2022-04-24 14:55:57 main:581] : INFO : Epoch 1573 | loss: 0.0311836 | val_loss: 0.0311802 | Time: 2425.75 ms [2022-04-24 14:56:00 main:581] : INFO : Epoch 1574 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 2432.98 ms [2022-04-24 14:56:02 main:581] : INFO : Epoch 1575 | loss: 0.0311815 | val_loss: 0.031181 | Time: 2428.92 ms [2022-04-24 14:56:05 main:581] : INFO : Epoch 1576 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 2429.09 ms [2022-04-24 14:56:07 main:581] : INFO : Epoch 1577 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 2428.14 ms [2022-04-24 14:56:09 main:581] : INFO : Epoch 1578 | loss: 0.0311824 | val_loss: 0.0311815 | Time: 2428.33 ms [2022-04-24 14:56:12 main:581] : INFO : Epoch 1579 | loss: 0.0311814 | val_loss: 0.03118 | Time: 2430.16 ms [2022-04-24 14:56:14 main:581] : INFO : Epoch 1580 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 2427.68 ms [2022-04-24 14:56:17 main:581] : INFO : Epoch 1581 | loss: 0.0311888 | val_loss: 0.0311846 | Time: 2424.55 ms [2022-04-24 14:56:19 main:581] : INFO : Epoch 1582 | loss: 0.0311873 | val_loss: 0.0311841 | Time: 2425.39 ms [2022-04-24 14:56:22 main:581] : INFO : Epoch 1583 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 2433.78 ms [2022-04-24 14:56:24 main:581] : INFO : Epoch 1584 | loss: 0.0311853 | val_loss: 0.0311854 | Time: 2430.16 ms [2022-04-24 14:56:26 main:581] : INFO : Epoch 1585 | loss: 0.031185 | val_loss: 0.0311834 | Time: 2430.06 ms [2022-04-24 14:56:29 main:581] : INFO : Epoch 1586 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 2430.87 ms [2022-04-24 14:56:31 main:581] : INFO : Epoch 1587 | loss: 0.0311861 | val_loss: 0.0311859 | Time: 2429.15 ms [2022-04-24 14:56:34 main:581] : INFO : Epoch 1588 | loss: 0.0311848 | val_loss: 0.031184 | Time: 2429.81 ms [2022-04-24 14:56:36 main:581] : INFO : Epoch 1589 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 2428.11 ms [2022-04-24 14:56:39 main:581] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.031183 | Time: 2424.97 ms [2022-04-24 14:56:41 main:581] : INFO : Epoch 1591 | loss: 0.0311845 | val_loss: 0.0311857 | Time: 2429.5 ms [2022-04-24 14:56:43 main:581] : INFO : Epoch 1592 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 2429.3 ms [2022-04-24 14:56:46 main:581] : INFO : Epoch 1593 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2430.22 ms [2022-04-24 14:56:48 main:581] : INFO : Epoch 1594 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 2435.77 ms [2022-04-24 14:56:51 main:581] : INFO : Epoch 1595 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 2428.88 ms [2022-04-24 14:56:53 main:581] : INFO : Epoch 1596 | loss: 0.0311821 | val_loss: 0.031181 | Time: 2425.14 ms [2022-04-24 14:56:56 main:581] : INFO : Epoch 1597 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 2434.78 ms [2022-04-24 14:56:58 main:581] : INFO : Epoch 1598 | loss: 0.031183 | val_loss: 0.0311822 | Time: 2430.61 ms [2022-04-24 14:57:00 main:581] : INFO : Epoch 1599 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 2435.91 ms [2022-04-24 14:57:03 main:581] : INFO : Epoch 1600 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 2430.24 ms [2022-04-24 14:57:05 main:581] : INFO : Epoch 1601 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 2430.11 ms [2022-04-24 14:57:08 main:581] : INFO : Epoch 1602 | loss: 0.0311805 | val_loss: 0.031182 | Time: 2426.02 ms [2022-04-24 14:57:10 main:581] : INFO : Epoch 1603 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 2427.18 ms [2022-04-24 14:57:13 main:581] : INFO : Epoch 1604 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 2425.39 ms [2022-04-24 14:57:15 main:581] : INFO : Epoch 1605 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 2429.72 ms [2022-04-24 14:57:17 main:581] : INFO : Epoch 1606 | loss: 0.0311812 | val_loss: 0.0311808 | Time: 2425.71 ms [2022-04-24 14:57:20 main:581] : INFO : Epoch 1607 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 2428.04 ms [2022-04-24 14:57:22 main:581] : INFO : Epoch 1608 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 2429.54 ms [2022-04-24 14:57:25 main:581] : INFO : Epoch 1609 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 2428.05 ms [2022-04-24 14:57:27 main:581] : INFO : Epoch 1610 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 2431.01 ms [2022-04-24 14:57:30 main:581] : INFO : Epoch 1611 | loss: 0.031179 | val_loss: 0.0311823 | Time: 2429.46 ms [2022-04-24 14:57:32 main:581] : INFO : Epoch 1612 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 2429.77 ms [2022-04-24 14:57:34 main:581] : INFO : Epoch 1613 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2426.46 ms [2022-04-24 14:57:37 main:581] : INFO : Epoch 1614 | loss: 0.0311822 | val_loss: 0.0311811 | Time: 2429.33 ms [2022-04-24 14:57:39 main:581] : INFO : Epoch 1615 | loss: 0.0311804 | val_loss: 0.0311863 | Time: 2428.47 ms [2022-04-24 14:57:42 main:581] : INFO : Epoch 1616 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 2432.28 ms [2022-04-24 14:57:44 main:581] : INFO : Epoch 1617 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 2429.01 ms [2022-04-24 14:57:47 main:581] : INFO : Epoch 1618 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 2428.38 ms [2022-04-24 14:57:49 main:581] : INFO : Epoch 1619 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 2425.42 ms [2022-04-24 14:57:51 main:581] : INFO : Epoch 1620 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 2432.87 ms [2022-04-24 14:57:54 main:581] : INFO : Epoch 1621 | loss: 0.0311827 | val_loss: 0.0311829 | Time: 2429.27 ms [2022-04-24 14:57:56 main:581] : INFO : Epoch 1622 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 2427.42 ms [2022-04-24 14:57:59 main:581] : INFO : Epoch 1623 | loss: 0.0311848 | val_loss: 0.0311873 | Time: 2426.59 ms [2022-04-24 14:58:01 main:581] : INFO : Epoch 1624 | loss: 0.0311838 | val_loss: 0.031184 | Time: 2431.25 ms [2022-04-24 14:58:04 main:581] : INFO : Epoch 1625 | loss: 0.0311838 | val_loss: 0.0311829 | Time: 2428.64 ms [2022-04-24 14:58:06 main:581] : INFO : Epoch 1626 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 2427.34 ms [2022-04-24 14:58:08 main:581] : INFO : Epoch 1627 | loss: 0.0311828 | val_loss: 0.0311867 | Time: 2426.75 ms [2022-04-24 14:58:11 main:581] : INFO : Epoch 1628 | loss: 0.0311846 | val_loss: 0.0311848 | Time: 2431.78 ms [2022-04-24 14:58:13 main:581] : INFO : Epoch 1629 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 2429.39 ms [2022-04-24 14:58:16 main:581] : INFO : Epoch 1630 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 2427.42 ms [2022-04-24 14:58:18 main:581] : INFO : Epoch 1631 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 2431.75 ms [2022-04-24 14:58:21 main:581] : INFO : Epoch 1632 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 2429.26 ms [2022-04-24 14:58:23 main:581] : INFO : Epoch 1633 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 2432.08 ms [2022-04-24 14:58:25 main:581] : INFO : Epoch 1634 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 2428.54 ms [2022-04-24 14:58:28 main:581] : INFO : Epoch 1635 | loss: 0.0311834 | val_loss: 0.0311863 | Time: 2427.32 ms [2022-04-24 14:58:30 main:581] : INFO : Epoch 1636 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 2435.65 ms [2022-04-24 14:58:33 main:581] : INFO : Epoch 1637 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 2430.52 ms [2022-04-24 14:58:35 main:581] : INFO : Epoch 1638 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 2431.9 ms [2022-04-24 14:58:38 main:581] : INFO : Epoch 1639 | loss: 0.031182 | val_loss: 0.0311818 | Time: 2429.6 ms [2022-04-24 14:58:40 main:581] : INFO : Epoch 1640 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 2431.06 ms [2022-04-24 14:58:42 main:581] : INFO : Epoch 1641 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 2429.65 ms [2022-04-24 14:58:45 main:581] : INFO : Epoch 1642 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 2429.41 ms [2022-04-24 14:58:47 main:581] : INFO : Epoch 1643 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 2430.5 ms [2022-04-24 14:58:50 main:581] : INFO : Epoch 1644 | loss: 0.0311825 | val_loss: 0.0311799 | Time: 2428.37 ms [2022-04-24 14:58:52 main:581] : INFO : Epoch 1645 | loss: 0.0311806 | val_loss: 0.031179 | Time: 2428.36 ms [2022-04-24 14:58:55 main:581] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 2425.29 ms [2022-04-24 14:58:57 main:581] : INFO : Epoch 1647 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 2429.59 ms [2022-04-24 14:58:59 main:581] : INFO : Epoch 1648 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 2429.36 ms [2022-04-24 14:59:02 main:581] : INFO : Epoch 1649 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 2435.53 ms [2022-04-24 14:59:04 main:581] : INFO : Epoch 1650 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 2429.03 ms [2022-04-24 14:59:07 main:581] : INFO : Epoch 1651 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2427.29 ms [2022-04-24 14:59:09 main:581] : INFO : Epoch 1652 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 2428.05 ms [2022-04-24 14:59:12 main:581] : INFO : Epoch 1653 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 2429.43 ms [2022-04-24 14:59:14 main:581] : INFO : Epoch 1654 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 2426.92 ms [2022-04-24 14:59:17 main:581] : INFO : Epoch 1655 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 2423.74 ms [2022-04-24 14:59:19 main:581] : INFO : Epoch 1656 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 2426.54 ms [2022-04-24 14:59:21 main:581] : INFO : Epoch 1657 | loss: 0.0311813 | val_loss: 0.0311883 | Time: 2423.2 ms [2022-04-24 14:59:24 main:581] : INFO : Epoch 1658 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 2426.93 ms [2022-04-24 14:59:26 main:581] : INFO : Epoch 1659 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 2430.03 ms [2022-04-24 14:59:29 main:581] : INFO : Epoch 1660 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 2429.65 ms [2022-04-24 14:59:31 main:581] : INFO : Epoch 1661 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 2427.35 ms [2022-04-24 14:59:33 main:581] : INFO : Epoch 1662 | loss: 0.0311805 | val_loss: 0.0311856 | Time: 2425.5 ms [2022-04-24 14:59:36 main:581] : INFO : Epoch 1663 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 2427.89 ms [2022-04-24 14:59:38 main:581] : INFO : Epoch 1664 | loss: 0.0311822 | val_loss: 0.0311836 | Time: 2429.2 ms [2022-04-24 14:59:41 main:581] : INFO : Epoch 1665 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 2433.19 ms [2022-04-24 14:59:43 main:581] : INFO : Epoch 1666 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 2429.3 ms [2022-04-24 14:59:46 main:581] : INFO : Epoch 1667 | loss: 0.031186 | val_loss: 0.0311896 | Time: 2434.51 ms [2022-04-24 14:59:48 main:581] : INFO : Epoch 1668 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 2426.2 ms [2022-04-24 14:59:51 main:581] : INFO : Epoch 1669 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 2429.41 ms [2022-04-24 14:59:53 main:581] : INFO : Epoch 1670 | loss: 0.0311834 | val_loss: 0.0311893 | Time: 2433.27 ms [2022-04-24 14:59:55 main:581] : INFO : Epoch 1671 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 2429.7 ms [2022-04-24 14:59:58 main:581] : INFO : Epoch 1672 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 2427.57 ms [2022-04-24 15:00:00 main:581] : INFO : Epoch 1673 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 2430.59 ms [2022-04-24 15:00:03 main:581] : INFO : Epoch 1674 | loss: 0.0311842 | val_loss: 0.0311836 | Time: 2428.46 ms [2022-04-24 15:00:05 main:581] : INFO : Epoch 1675 | loss: 0.0311829 | val_loss: 0.0311828 | Time: 2429.64 ms [2022-04-24 15:00:08 main:581] : INFO : Epoch 1676 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 2426.32 ms [2022-04-24 15:00:10 main:581] : INFO : Epoch 1677 | loss: 0.0311858 | val_loss: 0.0311911 | Time: 2430.73 ms [2022-04-24 15:00:12 main:581] : INFO : Epoch 1678 | loss: 0.031191 | val_loss: 0.0311885 | Time: 2430.61 ms [2022-04-24 15:00:15 main:581] : INFO : Epoch 1679 | loss: 0.0311901 | val_loss: 0.0311935 | Time: 2428.29 ms [2022-04-24 15:00:17 main:581] : INFO : Epoch 1680 | loss: 0.0311909 | val_loss: 0.0311866 | Time: 2426.36 ms [2022-04-24 15:00:20 main:581] : INFO : Epoch 1681 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 2435.74 ms [2022-04-24 15:00:22 main:581] : INFO : Epoch 1682 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 2429.4 ms [2022-04-24 15:00:25 main:581] : INFO : Epoch 1683 | loss: 0.0311884 | val_loss: 0.0311856 | Time: 2424.6 ms [2022-04-24 15:00:27 main:581] : INFO : Epoch 1684 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 2424.15 ms [2022-04-24 15:00:29 main:581] : INFO : Epoch 1685 | loss: 0.0311864 | val_loss: 0.0311864 | Time: 2432.84 ms [2022-04-24 15:00:32 main:581] : INFO : Epoch 1686 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 2427.41 ms [2022-04-24 15:00:34 main:581] : INFO : Epoch 1687 | loss: 0.0311876 | val_loss: 0.031185 | Time: 2423.85 ms [2022-04-24 15:00:37 main:581] : INFO : Epoch 1688 | loss: 0.0311855 | val_loss: 0.0311868 | Time: 2433.9 ms [2022-04-24 15:00:39 main:581] : INFO : Epoch 1689 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 2428.35 ms [2022-04-24 15:00:42 main:581] : INFO : Epoch 1690 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 2425.85 ms [2022-04-24 15:00:44 main:581] : INFO : Epoch 1691 | loss: 0.0311869 | val_loss: 0.0311866 | Time: 2430.42 ms [2022-04-24 15:00:46 main:581] : INFO : Epoch 1692 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 2428.33 ms [2022-04-24 15:00:49 main:581] : INFO : Epoch 1693 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 2431.97 ms [2022-04-24 15:00:51 main:581] : INFO : Epoch 1694 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 2428.52 ms [2022-04-24 15:00:54 main:581] : INFO : Epoch 1695 | loss: 0.0311857 | val_loss: 0.0311845 | Time: 2430.34 ms [2022-04-24 15:00:56 main:581] : INFO : Epoch 1696 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 2425.91 ms [2022-04-24 15:00:59 main:581] : INFO : Epoch 1697 | loss: 0.0311867 | val_loss: 0.031187 | Time: 2431.17 ms [2022-04-24 15:01:01 main:581] : INFO : Epoch 1698 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 2430.87 ms [2022-04-24 15:01:03 main:581] : INFO : Epoch 1699 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 2427.57 ms [2022-04-24 15:01:06 main:581] : INFO : Epoch 1700 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 2426 ms [2022-04-24 15:01:08 main:581] : INFO : Epoch 1701 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 2431.66 ms [2022-04-24 15:01:11 main:581] : INFO : Epoch 1702 | loss: 0.0311839 | val_loss: 0.0311834 | Time: 2428.27 ms [2022-04-24 15:01:13 main:581] : INFO : Epoch 1703 | loss: 0.0311814 | val_loss: 0.0311838 | Time: 2425.86 ms [2022-04-24 15:01:16 main:581] : INFO : Epoch 1704 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 2432.76 ms [2022-04-24 15:01:18 main:581] : INFO : Epoch 1705 | loss: 0.031185 | val_loss: 0.0311836 | Time: 2427.56 ms [2022-04-24 15:01:20 main:581] : INFO : Epoch 1706 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 2431.18 ms [2022-04-24 15:01:23 main:581] : INFO : Epoch 1707 | loss: 0.0311826 | val_loss: 0.0311834 | Time: 2425.57 ms [2022-04-24 15:01:25 main:581] : INFO : Epoch 1708 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 2426.32 ms [2022-04-24 15:01:28 main:581] : INFO : Epoch 1709 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 2427.73 ms [2022-04-24 15:01:30 main:581] : INFO : Epoch 1710 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2430.23 ms [2022-04-24 15:01:33 main:581] : INFO : Epoch 1711 | loss: 0.031184 | val_loss: 0.0311834 | Time: 2428.84 ms [2022-04-24 15:01:35 main:581] : INFO : Epoch 1712 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 2424 ms [2022-04-24 15:01:37 main:581] : INFO : Epoch 1713 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 2433.96 ms [2022-04-24 15:01:40 main:581] : INFO : Epoch 1714 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 2431.03 ms [2022-04-24 15:01:42 main:581] : INFO : Epoch 1715 | loss: 0.0311838 | val_loss: 0.0311837 | Time: 2425.47 ms [2022-04-24 15:01:45 main:581] : INFO : Epoch 1716 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2430.88 ms [2022-04-24 15:01:47 main:581] : INFO : Epoch 1717 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 2428.02 ms [2022-04-24 15:01:50 main:581] : INFO : Epoch 1718 | loss: 0.0311815 | val_loss: 0.0311835 | Time: 2426.34 ms [2022-04-24 15:01:52 main:581] : INFO : Epoch 1719 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 2423.97 ms [2022-04-24 15:01:54 main:581] : INFO : Epoch 1720 | loss: 0.031182 | val_loss: 0.031185 | Time: 2433.32 ms [2022-04-24 15:01:57 main:581] : INFO : Epoch 1721 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 2429.01 ms [2022-04-24 15:01:59 main:581] : INFO : Epoch 1722 | loss: 0.031184 | val_loss: 0.0311846 | Time: 2427.19 ms [2022-04-24 15:02:02 main:581] : INFO : Epoch 1723 | loss: 0.0311839 | val_loss: 0.0311833 | Time: 2434.68 ms [2022-04-24 15:02:04 main:581] : INFO : Epoch 1724 | loss: 0.0311829 | val_loss: 0.0311833 | Time: 2427.5 ms [2022-04-24 15:02:07 main:581] : INFO : Epoch 1725 | loss: 0.0311833 | val_loss: 0.0311856 | Time: 2424.97 ms [2022-04-24 15:02:09 main:581] : INFO : Epoch 1726 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 2430.07 ms [2022-04-24 15:02:11 main:581] : INFO : Epoch 1727 | loss: 0.0311818 | val_loss: 0.0311832 | Time: 2432.59 ms [2022-04-24 15:02:14 main:581] : INFO : Epoch 1728 | loss: 0.0311877 | val_loss: 0.0311839 | Time: 2434.45 ms [2022-04-24 15:02:16 main:581] : INFO : Epoch 1729 | loss: 0.0311883 | val_loss: 0.0311893 | Time: 2428.17 ms [2022-04-24 15:02:19 main:581] : INFO : Epoch 1730 | loss: 0.0311849 | val_loss: 0.0311833 | Time: 2428.88 ms [2022-04-24 15:02:21 main:581] : INFO : Epoch 1731 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 2431.37 ms [2022-04-24 15:02:24 main:581] : INFO : Epoch 1732 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 2428.9 ms [2022-04-24 15:02:26 main:581] : INFO : Epoch 1733 | loss: 0.03118 | val_loss: 0.0311837 | Time: 2429.52 ms [2022-04-24 15:02:28 main:581] : INFO : Epoch 1734 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 2435.48 ms [2022-04-24 15:02:31 main:581] : INFO : Epoch 1735 | loss: 0.0311796 | val_loss: 0.031182 | Time: 2431.45 ms [2022-04-24 15:02:33 main:581] : INFO : Epoch 1736 | loss: 0.0311808 | val_loss: 0.031183 | Time: 2425.4 ms [2022-04-24 15:02:36 main:581] : INFO : Epoch 1737 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 2426.64 ms [2022-04-24 15:02:38 main:581] : INFO : Epoch 1738 | loss: 0.03118 | val_loss: 0.0311832 | Time: 2429.77 ms [2022-04-24 15:02:41 main:581] : INFO : Epoch 1739 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 2426.52 ms [2022-04-24 15:02:43 main:581] : INFO : Epoch 1740 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 2424.68 ms [2022-04-24 15:02:45 main:581] : INFO : Epoch 1741 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 2430.7 ms [2022-04-24 15:02:48 main:581] : INFO : Epoch 1742 | loss: 0.0311812 | val_loss: 0.0311966 | Time: 2426.52 ms [2022-04-24 15:02:50 main:581] : INFO : Epoch 1743 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 2429.43 ms [2022-04-24 15:02:53 main:581] : INFO : Epoch 1744 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 2431.03 ms [2022-04-24 15:02:55 main:581] : INFO : Epoch 1745 | loss: 0.0311828 | val_loss: 0.0311849 | Time: 2428.76 ms [2022-04-24 15:02:58 main:581] : INFO : Epoch 1746 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2428.6 ms [2022-04-24 15:03:00 main:581] : INFO : Epoch 1747 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 2430.75 ms [2022-04-24 15:03:02 main:581] : INFO : Epoch 1748 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 2434.05 ms [2022-04-24 15:03:05 main:581] : INFO : Epoch 1749 | loss: 0.0311809 | val_loss: 0.0311873 | Time: 2428.18 ms [2022-04-24 15:03:07 main:581] : INFO : Epoch 1750 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 2425.91 ms [2022-04-24 15:03:10 main:581] : INFO : Epoch 1751 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 2428.67 ms [2022-04-24 15:03:12 main:581] : INFO : Epoch 1752 | loss: 0.0311803 | val_loss: 0.0311818 | Time: 2429.05 ms [2022-04-24 15:03:15 main:581] : INFO : Epoch 1753 | loss: 0.03118 | val_loss: 0.0311833 | Time: 2435.73 ms [2022-04-24 15:03:17 main:581] : INFO : Epoch 1754 | loss: 0.0311799 | val_loss: 0.0311855 | Time: 2429.27 ms [2022-04-24 15:03:19 main:581] : INFO : Epoch 1755 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 2432.39 ms [2022-04-24 15:03:22 main:581] : INFO : Epoch 1756 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 2427.81 ms [2022-04-24 15:03:24 main:581] : INFO : Epoch 1757 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 2427.04 ms [2022-04-24 15:03:27 main:581] : INFO : Epoch 1758 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 2425.2 ms [2022-04-24 15:03:29 main:581] : INFO : Epoch 1759 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 2431.89 ms [2022-04-24 15:03:32 main:581] : INFO : Epoch 1760 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 2431.73 ms [2022-04-24 15:03:34 main:581] : INFO : Epoch 1761 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2431.37 ms [2022-04-24 15:03:36 main:581] : INFO : Epoch 1762 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 2434.35 ms [2022-04-24 15:03:39 main:581] : INFO : Epoch 1763 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 2428.24 ms [2022-04-24 15:03:41 main:581] : INFO : Epoch 1764 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2430.09 ms [2022-04-24 15:03:44 main:581] : INFO : Epoch 1765 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 2428.2 ms [2022-04-24 15:03:46 main:581] : INFO : Epoch 1766 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 2426.74 ms [2022-04-24 15:03:49 main:581] : INFO : Epoch 1767 | loss: 0.0311798 | val_loss: 0.031181 | Time: 2426.33 ms [2022-04-24 15:03:51 main:581] : INFO : Epoch 1768 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 2429.54 ms [2022-04-24 15:03:53 main:581] : INFO : Epoch 1769 | loss: 0.0311773 | val_loss: 0.031181 | Time: 2425.27 ms [2022-04-24 15:03:56 main:581] : INFO : Epoch 1770 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 2423.8 ms [2022-04-24 15:03:58 main:581] : INFO : Epoch 1771 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 2429.7 ms [2022-04-24 15:04:01 main:581] : INFO : Epoch 1772 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 2429.17 ms [2022-04-24 15:04:03 main:581] : INFO : Epoch 1773 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 2430.16 ms [2022-04-24 15:04:06 main:581] : INFO : Epoch 1774 | loss: 0.031179 | val_loss: 0.0311815 | Time: 2427.67 ms [2022-04-24 15:04:08 main:581] : INFO : Epoch 1775 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2430.58 ms [2022-04-24 15:04:10 main:581] : INFO : Epoch 1776 | loss: 0.0311788 | val_loss: 0.0311894 | Time: 2427.25 ms [2022-04-24 15:04:13 main:581] : INFO : Epoch 1777 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2426.46 ms [2022-04-24 15:04:15 main:581] : INFO : Epoch 1778 | loss: 0.031178 | val_loss: 0.0311819 | Time: 2434.08 ms [2022-04-24 15:04:18 main:581] : INFO : Epoch 1779 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 2430.83 ms [2022-04-24 15:04:20 main:581] : INFO : Epoch 1780 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 2427.99 ms [2022-04-24 15:04:23 main:581] : INFO : Epoch 1781 | loss: 0.0311774 | val_loss: 0.031183 | Time: 2432.35 ms [2022-04-24 15:04:25 main:581] : INFO : Epoch 1782 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2427.82 ms [2022-04-24 15:04:27 main:581] : INFO : Epoch 1783 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 2426.09 ms [2022-04-24 15:04:30 main:581] : INFO : Epoch 1784 | loss: 0.0311785 | val_loss: 0.0311847 | Time: 2429.45 ms [2022-04-24 15:04:32 main:581] : INFO : Epoch 1785 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 2427.89 ms [2022-04-24 15:04:35 main:581] : INFO : Epoch 1786 | loss: 0.031179 | val_loss: 0.031182 | Time: 2426.9 ms [2022-04-24 15:04:37 main:581] : INFO : Epoch 1787 | loss: 0.0311796 | val_loss: 0.0311944 | Time: 2429.69 ms [2022-04-24 15:04:40 main:581] : INFO : Epoch 1788 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 2431.93 ms [2022-04-24 15:04:42 main:581] : INFO : Epoch 1789 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 2426.35 ms [2022-04-24 15:04:44 main:581] : INFO : Epoch 1790 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 2424.13 ms [2022-04-24 15:04:47 main:581] : INFO : Epoch 1791 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 2429.76 ms [2022-04-24 15:04:49 main:581] : INFO : Epoch 1792 | loss: 0.031179 | val_loss: 0.0311815 | Time: 2426.92 ms [2022-04-24 15:04:52 main:581] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 2426.76 ms [2022-04-24 15:04:54 main:581] : INFO : Epoch 1794 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 2429.49 ms [2022-04-24 15:04:57 main:581] : INFO : Epoch 1795 | loss: 0.0311769 | val_loss: 0.031181 | Time: 2430.71 ms [2022-04-24 15:04:59 main:581] : INFO : Epoch 1796 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 2426.95 ms [2022-04-24 15:05:01 main:581] : INFO : Epoch 1797 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2439.03 ms [2022-04-24 15:05:04 main:581] : INFO : Epoch 1798 | loss: 0.0311768 | val_loss: 0.031185 | Time: 2430.45 ms [2022-04-24 15:05:06 main:581] : INFO : Epoch 1799 | loss: 0.0311804 | val_loss: 0.0311825 | Time: 2431.5 ms [2022-04-24 15:05:09 main:581] : INFO : Epoch 1800 | loss: 0.0311778 | val_loss: 0.031188 | Time: 2429.58 ms [2022-04-24 15:05:11 main:581] : INFO : Epoch 1801 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 2430.51 ms [2022-04-24 15:05:14 main:581] : INFO : Epoch 1802 | loss: 0.0311784 | val_loss: 0.0311856 | Time: 2428.75 ms [2022-04-24 15:05:16 main:581] : INFO : Epoch 1803 | loss: 0.0311799 | val_loss: 0.0311868 | Time: 2427.35 ms [2022-04-24 15:05:18 main:581] : INFO : Epoch 1804 | loss: 0.0311793 | val_loss: 0.0311857 | Time: 2426.16 ms [2022-04-24 15:05:21 main:581] : INFO : Epoch 1805 | loss: 0.0311786 | val_loss: 0.0311816 | Time: 2429.84 ms [2022-04-24 15:05:23 main:581] : INFO : Epoch 1806 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 2429.64 ms [2022-04-24 15:05:26 main:581] : INFO : Epoch 1807 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 2428.48 ms [2022-04-24 15:05:28 main:581] : INFO : Epoch 1808 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 2427.14 ms [2022-04-24 15:05:31 main:581] : INFO : Epoch 1809 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 2435.66 ms [2022-04-24 15:05:33 main:581] : INFO : Epoch 1810 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 2428.06 ms [2022-04-24 15:05:35 main:581] : INFO : Epoch 1811 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 2427.32 ms [2022-04-24 15:05:38 main:581] : INFO : Epoch 1812 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 2429.99 ms [2022-04-24 15:05:40 main:581] : INFO : Epoch 1813 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 2429.97 ms [2022-04-24 15:05:43 main:581] : INFO : Epoch 1814 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 2426.59 ms [2022-04-24 15:05:45 main:581] : INFO : Epoch 1815 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 2424.38 ms [2022-04-24 15:05:48 main:581] : INFO : Epoch 1816 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 2430.36 ms [2022-04-24 15:05:50 main:581] : INFO : Epoch 1817 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2427.66 ms [2022-04-24 15:05:52 main:581] : INFO : Epoch 1818 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 2431.31 ms [2022-04-24 15:05:55 main:581] : INFO : Epoch 1819 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 2429.46 ms [2022-04-24 15:05:57 main:581] : INFO : Epoch 1820 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 2427.68 ms [2022-04-24 15:06:00 main:581] : INFO : Epoch 1821 | loss: 0.0311826 | val_loss: 0.031182 | Time: 2427.66 ms [2022-04-24 15:06:02 main:581] : INFO : Epoch 1822 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 2431.89 ms [2022-04-24 15:06:05 main:581] : INFO : Epoch 1823 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 2430.94 ms [2022-04-24 15:06:07 main:581] : INFO : Epoch 1824 | loss: 0.0311791 | val_loss: 0.031186 | Time: 2428.32 ms [2022-04-24 15:06:10 main:581] : INFO : Epoch 1825 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 2428.7 ms [2022-04-24 15:06:12 main:581] : INFO : Epoch 1826 | loss: 0.031183 | val_loss: 0.0311807 | Time: 2425.74 ms [2022-04-24 15:06:14 main:581] : INFO : Epoch 1827 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 2428 ms [2022-04-24 15:06:17 main:581] : INFO : Epoch 1828 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2426.05 ms [2022-04-24 15:06:19 main:581] : INFO : Epoch 1829 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 2425.22 ms [2022-04-24 15:06:22 main:581] : INFO : Epoch 1830 | loss: 0.0311811 | val_loss: 0.0311818 | Time: 2424.6 ms [2022-04-24 15:06:24 main:581] : INFO : Epoch 1831 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2431.28 ms [2022-04-24 15:06:26 main:581] : INFO : Epoch 1832 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 2431.45 ms [2022-04-24 15:06:29 main:581] : INFO : Epoch 1833 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 2427.95 ms [2022-04-24 15:06:31 main:581] : INFO : Epoch 1834 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 2426.23 ms [2022-04-24 15:06:34 main:581] : INFO : Epoch 1835 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 2424.1 ms [2022-04-24 15:06:36 main:581] : INFO : Epoch 1836 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 2432.02 ms [2022-04-24 15:06:39 main:581] : INFO : Epoch 1837 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 2426.2 ms [2022-04-24 15:06:41 main:581] : INFO : Epoch 1838 | loss: 0.0311784 | val_loss: 0.0311813 | Time: 2425.2 ms [2022-04-24 15:06:43 main:581] : INFO : Epoch 1839 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2431.32 ms [2022-04-24 15:06:46 main:581] : INFO : Epoch 1840 | loss: 0.0311773 | val_loss: 0.031181 | Time: 2426.64 ms [2022-04-24 15:06:48 main:581] : INFO : Epoch 1841 | loss: 0.0311813 | val_loss: 0.0311818 | Time: 2426.8 ms [2022-04-24 15:06:51 main:581] : INFO : Epoch 1842 | loss: 0.0311829 | val_loss: 0.031189 | Time: 2433.17 ms [2022-04-24 15:06:53 main:581] : INFO : Epoch 1843 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 2431.52 ms [2022-04-24 15:06:56 main:581] : INFO : Epoch 1844 | loss: 0.0311867 | val_loss: 0.0311868 | Time: 2426.97 ms [2022-04-24 15:06:58 main:581] : INFO : Epoch 1845 | loss: 0.0311846 | val_loss: 0.0311858 | Time: 2429.19 ms [2022-04-24 15:07:00 main:581] : INFO : Epoch 1846 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 2431.96 ms [2022-04-24 15:07:03 main:581] : INFO : Epoch 1847 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 2430 ms [2022-04-24 15:07:05 main:581] : INFO : Epoch 1848 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 2425.2 ms [2022-04-24 15:07:08 main:581] : INFO : Epoch 1849 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 2433.48 ms [2022-04-24 15:07:10 main:581] : INFO : Epoch 1850 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 2430.72 ms [2022-04-24 15:07:13 main:581] : INFO : Epoch 1851 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 2425.56 ms [2022-04-24 15:07:15 main:581] : INFO : Epoch 1852 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 2427.11 ms [2022-04-24 15:07:17 main:581] : INFO : Epoch 1853 | loss: 0.0311846 | val_loss: 0.031186 | Time: 2425.11 ms [2022-04-24 15:07:20 main:581] : INFO : Epoch 1854 | loss: 0.031183 | val_loss: 0.0311885 | Time: 2433.9 ms [2022-04-24 15:07:22 main:581] : INFO : Epoch 1855 | loss: 0.0311853 | val_loss: 0.0311876 | Time: 2432.01 ms [2022-04-24 15:07:25 main:581] : INFO : Epoch 1856 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 2427.06 ms [2022-04-24 15:07:27 main:581] : INFO : Epoch 1857 | loss: 0.0311863 | val_loss: 0.0311959 | Time: 2432.88 ms [2022-04-24 15:07:30 main:581] : INFO : Epoch 1858 | loss: 0.0311878 | val_loss: 0.0311878 | Time: 2429.76 ms [2022-04-24 15:07:32 main:581] : INFO : Epoch 1859 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 2427.21 ms [2022-04-24 15:07:35 main:581] : INFO : Epoch 1860 | loss: 0.0311862 | val_loss: 0.031187 | Time: 2431.06 ms [2022-04-24 15:07:37 main:581] : INFO : Epoch 1861 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 2426.03 ms [2022-04-24 15:07:39 main:581] : INFO : Epoch 1862 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 2426.58 ms [2022-04-24 15:07:42 main:581] : INFO : Epoch 1863 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 2427.42 ms [2022-04-24 15:07:44 main:581] : INFO : Epoch 1864 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 2430.96 ms [2022-04-24 15:07:47 main:581] : INFO : Epoch 1865 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 2428.67 ms [2022-04-24 15:07:49 main:581] : INFO : Epoch 1866 | loss: 0.0311924 | val_loss: 0.0311864 | Time: 2431.35 ms [2022-04-24 15:07:52 main:581] : INFO : Epoch 1867 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 2429.06 ms [2022-04-24 15:07:54 main:581] : INFO : Epoch 1868 | loss: 0.0311892 | val_loss: 0.0311849 | Time: 2425.3 ms [2022-04-24 15:07:56 main:581] : INFO : Epoch 1869 | loss: 0.0311884 | val_loss: 0.0311871 | Time: 2434.36 ms [2022-04-24 15:07:59 main:581] : INFO : Epoch 1870 | loss: 0.031184 | val_loss: 0.0311952 | Time: 2427.99 ms [2022-04-24 15:08:01 main:581] : INFO : Epoch 1871 | loss: 0.031185 | val_loss: 0.0311852 | Time: 2431.73 ms [2022-04-24 15:08:04 main:581] : INFO : Epoch 1872 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 2427.36 ms [2022-04-24 15:08:06 main:581] : INFO : Epoch 1873 | loss: 0.0311844 | val_loss: 0.0311909 | Time: 2425.14 ms [2022-04-24 15:08:09 main:581] : INFO : Epoch 1874 | loss: 0.0311879 | val_loss: 0.031196 | Time: 2428.53 ms [2022-04-24 15:08:11 main:581] : INFO : Epoch 1875 | loss: 0.031189 | val_loss: 0.0311871 | Time: 2425.3 ms [2022-04-24 15:08:13 main:581] : INFO : Epoch 1876 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 2433.32 ms [2022-04-24 15:08:16 main:581] : INFO : Epoch 1877 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 2429.01 ms [2022-04-24 15:08:18 main:581] : INFO : Epoch 1878 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2427.28 ms [2022-04-24 15:08:21 main:581] : INFO : Epoch 1879 | loss: 0.031185 | val_loss: 0.0311886 | Time: 2427.81 ms [2022-04-24 15:08:23 main:581] : INFO : Epoch 1880 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 2430.5 ms [2022-04-24 15:08:26 main:581] : INFO : Epoch 1881 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 2434.02 ms [2022-04-24 15:08:28 main:581] : INFO : Epoch 1882 | loss: 0.0311861 | val_loss: 0.031187 | Time: 2426.69 ms [2022-04-24 15:08:30 main:581] : INFO : Epoch 1883 | loss: 0.0311862 | val_loss: 0.0311879 | Time: 2425.47 ms [2022-04-24 15:08:33 main:581] : INFO : Epoch 1884 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 2426.14 ms [2022-04-24 15:08:35 main:581] : INFO : Epoch 1885 | loss: 0.0311867 | val_loss: 0.0311906 | Time: 2433.08 ms [2022-04-24 15:08:38 main:581] : INFO : Epoch 1886 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 2429.45 ms [2022-04-24 15:08:40 main:581] : INFO : Epoch 1887 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 2427.51 ms [2022-04-24 15:08:43 main:581] : INFO : Epoch 1888 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 2426.41 ms [2022-04-24 15:08:45 main:581] : INFO : Epoch 1889 | loss: 0.0311843 | val_loss: 0.0311869 | Time: 2428.65 ms [2022-04-24 15:08:47 main:581] : INFO : Epoch 1890 | loss: 0.031188 | val_loss: 0.0311873 | Time: 2430.47 ms [2022-04-24 15:08:50 main:581] : INFO : Epoch 1891 | loss: 0.0311852 | val_loss: 0.0311868 | Time: 2431.52 ms [2022-04-24 15:08:52 main:581] : INFO : Epoch 1892 | loss: 0.0311885 | val_loss: 0.0311875 | Time: 2426.17 ms [2022-04-24 15:08:55 main:581] : INFO : Epoch 1893 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 2424.47 ms [2022-04-24 15:08:57 main:581] : INFO : Epoch 1894 | loss: 0.0311854 | val_loss: 0.0311854 | Time: 2429.82 ms [2022-04-24 15:09:00 main:581] : INFO : Epoch 1895 | loss: 0.031183 | val_loss: 0.0311851 | Time: 2428.69 ms [2022-04-24 15:09:02 main:581] : INFO : Epoch 1896 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 2427.36 ms [2022-04-24 15:09:04 main:581] : INFO : Epoch 1897 | loss: 0.0311837 | val_loss: 0.031189 | Time: 2428.95 ms [2022-04-24 15:09:07 main:581] : INFO : Epoch 1898 | loss: 0.0311842 | val_loss: 0.0311871 | Time: 2426.91 ms [2022-04-24 15:09:09 main:581] : INFO : Epoch 1899 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 2426.47 ms [2022-04-24 15:09:12 main:581] : INFO : Epoch 1900 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 2431.25 ms [2022-04-24 15:09:14 main:581] : INFO : Epoch 1901 | loss: 0.0311837 | val_loss: 0.0311902 | Time: 2430.67 ms [2022-04-24 15:09:17 main:581] : INFO : Epoch 1902 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 2426.12 ms [2022-04-24 15:09:19 main:581] : INFO : Epoch 1903 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 2433.1 ms [2022-04-24 15:09:21 main:581] : INFO : Epoch 1904 | loss: 0.0311811 | val_loss: 0.0311884 | Time: 2426.92 ms [2022-04-24 15:09:24 main:581] : INFO : Epoch 1905 | loss: 0.0311867 | val_loss: 0.0311933 | Time: 2432.04 ms [2022-04-24 15:09:26 main:581] : INFO : Epoch 1906 | loss: 0.0311835 | val_loss: 0.0311863 | Time: 2426.67 ms [2022-04-24 15:09:29 main:581] : INFO : Epoch 1907 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 2425.07 ms [2022-04-24 15:09:31 main:581] : INFO : Epoch 1908 | loss: 0.0311854 | val_loss: 0.0311877 | Time: 2430.17 ms [2022-04-24 15:09:34 main:581] : INFO : Epoch 1909 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 2426.6 ms [2022-04-24 15:09:36 main:581] : INFO : Epoch 1910 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 2434.35 ms [2022-04-24 15:09:38 main:581] : INFO : Epoch 1911 | loss: 0.0311809 | val_loss: 0.0311918 | Time: 2429.77 ms [2022-04-24 15:09:41 main:581] : INFO : Epoch 1912 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 2427.81 ms [2022-04-24 15:09:43 main:581] : INFO : Epoch 1913 | loss: 0.031181 | val_loss: 0.0311872 | Time: 2429.49 ms [2022-04-24 15:09:46 main:581] : INFO : Epoch 1914 | loss: 0.0311815 | val_loss: 0.0311876 | Time: 2428.74 ms [2022-04-24 15:09:48 main:581] : INFO : Epoch 1915 | loss: 0.0311822 | val_loss: 0.0311881 | Time: 2422.92 ms [2022-04-24 15:09:51 main:581] : INFO : Epoch 1916 | loss: 0.0311814 | val_loss: 0.031187 | Time: 2424.63 ms [2022-04-24 15:09:53 main:581] : INFO : Epoch 1917 | loss: 0.0311806 | val_loss: 0.0311864 | Time: 2431.65 ms [2022-04-24 15:09:55 main:581] : INFO : Epoch 1918 | loss: 0.031181 | val_loss: 0.0311876 | Time: 2425.71 ms [2022-04-24 15:09:58 main:581] : INFO : Epoch 1919 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 2429.14 ms [2022-04-24 15:10:00 main:581] : INFO : Epoch 1920 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 2428.77 ms [2022-04-24 15:10:03 main:581] : INFO : Epoch 1921 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 2427.15 ms [2022-04-24 15:10:05 main:581] : INFO : Epoch 1922 | loss: 0.0311848 | val_loss: 0.031194 | Time: 2428.93 ms [2022-04-24 15:10:08 main:581] : INFO : Epoch 1923 | loss: 0.0311859 | val_loss: 0.0311878 | Time: 2427.11 ms [2022-04-24 15:10:10 main:581] : INFO : Epoch 1924 | loss: 0.0311838 | val_loss: 0.0311919 | Time: 2432.27 ms [2022-04-24 15:10:12 main:581] : INFO : Epoch 1925 | loss: 0.0311832 | val_loss: 0.0311902 | Time: 2424.74 ms [2022-04-24 15:10:15 main:581] : INFO : Epoch 1926 | loss: 0.0311817 | val_loss: 0.0311966 | Time: 2432.35 ms [2022-04-24 15:10:17 main:581] : INFO : Epoch 1927 | loss: 0.0311839 | val_loss: 0.0311906 | Time: 2429.26 ms [2022-04-24 15:10:20 main:581] : INFO : Epoch 1928 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2432.33 ms [2022-04-24 15:10:22 main:581] : INFO : Epoch 1929 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 2423.29 ms [2022-04-24 15:10:25 main:581] : INFO : Epoch 1930 | loss: 0.0311823 | val_loss: 0.0311891 | Time: 2429.9 ms [2022-04-24 15:10:27 main:581] : INFO : Epoch 1931 | loss: 0.0311797 | val_loss: 0.031185 | Time: 2430.25 ms [2022-04-24 15:10:29 main:581] : INFO : Epoch 1932 | loss: 0.0311801 | val_loss: 0.0311854 | Time: 2425.05 ms [2022-04-24 15:10:32 main:581] : INFO : Epoch 1933 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 2428.52 ms [2022-04-24 15:10:34 main:581] : INFO : Epoch 1934 | loss: 0.0311821 | val_loss: 0.03119 | Time: 2431.27 ms [2022-04-24 15:10:37 main:581] : INFO : Epoch 1935 | loss: 0.0311874 | val_loss: 0.0311955 | Time: 2427.96 ms [2022-04-24 15:10:39 main:581] : INFO : Epoch 1936 | loss: 0.0311861 | val_loss: 0.0311877 | Time: 2423.35 ms [2022-04-24 15:10:42 main:581] : INFO : Epoch 1937 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 2426.13 ms [2022-04-24 15:10:44 main:581] : INFO : Epoch 1938 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 2432.36 ms [2022-04-24 15:10:46 main:581] : INFO : Epoch 1939 | loss: 0.0311848 | val_loss: 0.0311882 | Time: 2426.38 ms [2022-04-24 15:10:49 main:581] : INFO : Epoch 1940 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 2429.3 ms [2022-04-24 15:10:51 main:581] : INFO : Epoch 1941 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 2429.92 ms [2022-04-24 15:10:54 main:581] : INFO : Epoch 1942 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 2428.62 ms [2022-04-24 15:10:56 main:581] : INFO : Epoch 1943 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 2428.86 ms [2022-04-24 15:10:59 main:581] : INFO : Epoch 1944 | loss: 0.0311802 | val_loss: 0.0311853 | Time: 2426.66 ms [2022-04-24 15:11:01 main:581] : INFO : Epoch 1945 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 2429.79 ms [2022-04-24 15:11:03 main:581] : INFO : Epoch 1946 | loss: 0.0311814 | val_loss: 0.031186 | Time: 2429.11 ms [2022-04-24 15:11:06 main:581] : INFO : Epoch 1947 | loss: 0.0311807 | val_loss: 0.0311892 | Time: 2427 ms [2022-04-24 15:11:08 main:581] : INFO : Epoch 1948 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 2423 ms [2022-04-24 15:11:11 main:581] : INFO : Epoch 1949 | loss: 0.031181 | val_loss: 0.0311857 | Time: 2433.02 ms [2022-04-24 15:11:13 main:581] : INFO : Epoch 1950 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 2427.28 ms [2022-04-24 15:11:16 main:581] : INFO : Epoch 1951 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 2427.06 ms [2022-04-24 15:11:18 main:581] : INFO : Epoch 1952 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 2426.23 ms [2022-04-24 15:11:20 main:581] : INFO : Epoch 1953 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 2429.75 ms [2022-04-24 15:11:23 main:581] : INFO : Epoch 1954 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 2429.72 ms [2022-04-24 15:11:25 main:581] : INFO : Epoch 1955 | loss: 0.0311795 | val_loss: 0.0311863 | Time: 2430.24 ms [2022-04-24 15:11:28 main:581] : INFO : Epoch 1956 | loss: 0.0311811 | val_loss: 0.031186 | Time: 2427.53 ms [2022-04-24 15:11:30 main:581] : INFO : Epoch 1957 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 2427.88 ms [2022-04-24 15:11:33 main:581] : INFO : Epoch 1958 | loss: 0.03118 | val_loss: 0.0311877 | Time: 2433.76 ms [2022-04-24 15:11:35 main:581] : INFO : Epoch 1959 | loss: 0.0311812 | val_loss: 0.0311846 | Time: 2426.64 ms [2022-04-24 15:11:37 main:581] : INFO : Epoch 1960 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 2430.68 ms [2022-04-24 15:11:40 main:581] : INFO : Epoch 1961 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 2428.09 ms [2022-04-24 15:11:42 main:581] : INFO : Epoch 1962 | loss: 0.0311798 | val_loss: 0.031189 | Time: 2428.15 ms [2022-04-24 15:11:45 main:581] : INFO : Epoch 1963 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 2427.53 ms [2022-04-24 15:11:47 main:581] : INFO : Epoch 1964 | loss: 0.0311801 | val_loss: 0.031186 | Time: 2430.77 ms [2022-04-24 15:11:50 main:581] : INFO : Epoch 1965 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2426.35 ms [2022-04-24 15:11:52 main:581] : INFO : Epoch 1966 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2425.74 ms [2022-04-24 15:11:54 main:581] : INFO : Epoch 1967 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 2427.4 ms [2022-04-24 15:11:57 main:581] : INFO : Epoch 1968 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 2428.99 ms [2022-04-24 15:11:59 main:581] : INFO : Epoch 1969 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 2421.8 ms [2022-04-24 15:12:02 main:581] : INFO : Epoch 1970 | loss: 0.0311799 | val_loss: 0.031191 | Time: 2427.21 ms [2022-04-24 15:12:04 main:581] : INFO : Epoch 1971 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 2425.01 ms [2022-04-24 15:12:07 main:581] : INFO : Epoch 1972 | loss: 0.0311807 | val_loss: 0.0311859 | Time: 2426.2 ms [2022-04-24 15:12:09 main:581] : INFO : Epoch 1973 | loss: 0.0311793 | val_loss: 0.0311862 | Time: 2429.52 ms [2022-04-24 15:12:11 main:581] : INFO : Epoch 1974 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 2428.23 ms [2022-04-24 15:12:14 main:581] : INFO : Epoch 1975 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 2430.99 ms [2022-04-24 15:12:16 main:581] : INFO : Epoch 1976 | loss: 0.031183 | val_loss: 0.0311866 | Time: 2430.68 ms [2022-04-24 15:12:19 main:581] : INFO : Epoch 1977 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 2425.13 ms [2022-04-24 15:12:21 main:581] : INFO : Epoch 1978 | loss: 0.0311818 | val_loss: 0.0311894 | Time: 2430.7 ms [2022-04-24 15:12:24 main:581] : INFO : Epoch 1979 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 2426.32 ms [2022-04-24 15:12:26 main:581] : INFO : Epoch 1980 | loss: 0.0311848 | val_loss: 0.0311905 | Time: 2429.44 ms [2022-04-24 15:12:28 main:581] : INFO : Epoch 1981 | loss: 0.0311824 | val_loss: 0.031186 | Time: 2427.92 ms [2022-04-24 15:12:31 main:581] : INFO : Epoch 1982 | loss: 0.0311823 | val_loss: 0.031188 | Time: 2435.26 ms [2022-04-24 15:12:33 main:581] : INFO : Epoch 1983 | loss: 0.0311832 | val_loss: 0.0311902 | Time: 2431.09 ms [2022-04-24 15:12:36 main:581] : INFO : Epoch 1984 | loss: 0.0311841 | val_loss: 0.0311875 | Time: 2432.36 ms [2022-04-24 15:12:38 main:581] : INFO : Epoch 1985 | loss: 0.0311835 | val_loss: 0.0311885 | Time: 2432.17 ms [2022-04-24 15:12:41 main:581] : INFO : Epoch 1986 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 2425.1 ms [2022-04-24 15:12:43 main:581] : INFO : Epoch 1987 | loss: 0.0311874 | val_loss: 0.0311903 | Time: 2427.72 ms [2022-04-24 15:12:45 main:581] : INFO : Epoch 1988 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 2426.45 ms [2022-04-24 15:12:48 main:581] : INFO : Epoch 1989 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 2428.97 ms [2022-04-24 15:12:50 main:581] : INFO : Epoch 1990 | loss: 0.0311871 | val_loss: 0.0311866 | Time: 2426.21 ms [2022-04-24 15:12:53 main:581] : INFO : Epoch 1991 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 2431.51 ms [2022-04-24 15:12:55 main:581] : INFO : Epoch 1992 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 2426.69 ms [2022-04-24 15:12:58 main:581] : INFO : Epoch 1993 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 2425.83 ms [2022-04-24 15:13:00 main:581] : INFO : Epoch 1994 | loss: 0.0311796 | val_loss: 0.0311852 | Time: 2433.5 ms [2022-04-24 15:13:02 main:581] : INFO : Epoch 1995 | loss: 0.0311796 | val_loss: 0.0311897 | Time: 2427.64 ms [2022-04-24 15:13:05 main:581] : INFO : Epoch 1996 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 2424.74 ms [2022-04-24 15:13:07 main:581] : INFO : Epoch 1997 | loss: 0.03118 | val_loss: 0.0311855 | Time: 2430.79 ms [2022-04-24 15:13:10 main:581] : INFO : Epoch 1998 | loss: 0.0311797 | val_loss: 0.0311852 | Time: 2429.29 ms [2022-04-24 15:13:12 main:581] : INFO : Epoch 1999 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 2432.48 ms [2022-04-24 15:13:15 main:581] : INFO : Epoch 2000 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 2430.35 ms [2022-04-24 15:13:17 main:581] : INFO : Epoch 2001 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 2434.89 ms [2022-04-24 15:13:19 main:581] : INFO : Epoch 2002 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 2431.4 ms [2022-04-24 15:13:22 main:581] : INFO : Epoch 2003 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 2426.92 ms [2022-04-24 15:13:24 main:581] : INFO : Epoch 2004 | loss: 0.0311817 | val_loss: 0.0312034 | Time: 2423.53 ms [2022-04-24 15:13:27 main:581] : INFO : Epoch 2005 | loss: 0.031183 | val_loss: 0.0311865 | Time: 2431.7 ms [2022-04-24 15:13:29 main:581] : INFO : Epoch 2006 | loss: 0.0311808 | val_loss: 0.0311892 | Time: 2428.23 ms [2022-04-24 15:13:32 main:581] : INFO : Epoch 2007 | loss: 0.0311812 | val_loss: 0.031186 | Time: 2427.82 ms [2022-04-24 15:13:34 main:581] : INFO : Epoch 2008 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 2431.42 ms [2022-04-24 15:13:36 main:581] : INFO : Epoch 2009 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 2429.06 ms [2022-04-24 15:13:39 main:581] : INFO : Epoch 2010 | loss: 0.0311795 | val_loss: 0.0311874 | Time: 2428.86 ms [2022-04-24 15:13:41 main:581] : INFO : Epoch 2011 | loss: 0.03118 | val_loss: 0.0311865 | Time: 2423.41 ms [2022-04-24 15:13:44 main:581] : INFO : Epoch 2012 | loss: 0.0311799 | val_loss: 0.031191 | Time: 2431.73 ms [2022-04-24 15:13:46 main:581] : INFO : Epoch 2013 | loss: 0.0311863 | val_loss: 0.0311982 | Time: 2427.38 ms [2022-04-24 15:13:49 main:581] : INFO : Epoch 2014 | loss: 0.0311852 | val_loss: 0.0311969 | Time: 2426.62 ms [2022-04-24 15:13:51 main:581] : INFO : Epoch 2015 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 2432.73 ms [2022-04-24 15:13:53 main:581] : INFO : Epoch 2016 | loss: 0.0311788 | val_loss: 0.0311929 | Time: 2426.51 ms [2022-04-24 15:13:56 main:581] : INFO : Epoch 2017 | loss: 0.0311805 | val_loss: 0.031186 | Time: 2425 ms [2022-04-24 15:13:58 main:581] : INFO : Epoch 2018 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 2426.78 ms [2022-04-24 15:14:01 main:581] : INFO : Epoch 2019 | loss: 0.0311785 | val_loss: 0.0311851 | Time: 2430.54 ms [2022-04-24 15:14:03 main:581] : INFO : Epoch 2020 | loss: 0.0311776 | val_loss: 0.0311861 | Time: 2425.23 ms [2022-04-24 15:14:06 main:581] : INFO : Epoch 2021 | loss: 0.0311782 | val_loss: 0.0311855 | Time: 2427.47 ms [2022-04-24 15:14:08 main:581] : INFO : Epoch 2022 | loss: 0.0311776 | val_loss: 0.0311879 | Time: 2429.79 ms [2022-04-24 15:14:10 main:581] : INFO : Epoch 2023 | loss: 0.03118 | val_loss: 0.0311895 | Time: 2426.32 ms [2022-04-24 15:14:13 main:581] : INFO : Epoch 2024 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 2427.8 ms [2022-04-24 15:14:15 main:581] : INFO : Epoch 2025 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 2428.02 ms [2022-04-24 15:14:18 main:581] : INFO : Epoch 2026 | loss: 0.031179 | val_loss: 0.0311903 | Time: 2432.66 ms [2022-04-24 15:14:20 main:581] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311897 | Time: 2426.88 ms [2022-04-24 15:14:23 main:581] : INFO : Epoch 2028 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 2432.9 ms [2022-04-24 15:14:25 main:581] : INFO : Epoch 2029 | loss: 0.031177 | val_loss: 0.0311848 | Time: 2427.56 ms [2022-04-24 15:14:27 main:581] : INFO : Epoch 2030 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2426.35 ms [2022-04-24 15:14:30 main:581] : INFO : Epoch 2031 | loss: 0.0311786 | val_loss: 0.03119 | Time: 2426.43 ms [2022-04-24 15:14:32 main:581] : INFO : Epoch 2032 | loss: 0.031185 | val_loss: 0.0311867 | Time: 2433.06 ms [2022-04-24 15:14:35 main:581] : INFO : Epoch 2033 | loss: 0.0311787 | val_loss: 0.0311871 | Time: 2432.93 ms [2022-04-24 15:14:37 main:581] : INFO : Epoch 2034 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 2427.22 ms [2022-04-24 15:14:40 main:581] : INFO : Epoch 2035 | loss: 0.0311778 | val_loss: 0.0311918 | Time: 2423.99 ms [2022-04-24 15:14:42 main:581] : INFO : Epoch 2036 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2430.61 ms [2022-04-24 15:14:44 main:581] : INFO : Epoch 2037 | loss: 0.0311761 | val_loss: 0.0311867 | Time: 2429.22 ms [2022-04-24 15:14:47 main:581] : INFO : Epoch 2038 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 2427.25 ms [2022-04-24 15:14:49 main:581] : INFO : Epoch 2039 | loss: 0.0311777 | val_loss: 0.0311856 | Time: 2424.75 ms [2022-04-24 15:14:52 main:581] : INFO : Epoch 2040 | loss: 0.0311792 | val_loss: 0.031188 | Time: 2429.12 ms [2022-04-24 15:14:54 main:581] : INFO : Epoch 2041 | loss: 0.0311778 | val_loss: 0.0311851 | Time: 2425.35 ms [2022-04-24 15:14:57 main:581] : INFO : Epoch 2042 | loss: 0.0311759 | val_loss: 0.031185 | Time: 2423.43 ms [2022-04-24 15:14:59 main:581] : INFO : Epoch 2043 | loss: 0.0311762 | val_loss: 0.0311889 | Time: 2429.95 ms [2022-04-24 15:15:01 main:581] : INFO : Epoch 2044 | loss: 0.0311783 | val_loss: 0.0311912 | Time: 2431.69 ms [2022-04-24 15:15:04 main:581] : INFO : Epoch 2045 | loss: 0.0311765 | val_loss: 0.0311887 | Time: 2431.6 ms [2022-04-24 15:15:06 main:581] : INFO : Epoch 2046 | loss: 0.0311773 | val_loss: 0.031184 | Time: 2427.97 ms [2022-04-24 15:15:09 main:581] : INFO : Epoch 2047 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 2425.56 ms [2022-04-24 15:15:11 main:581] : INFO : Epoch 2048 | loss: 0.0311781 | val_loss: 0.0311841 | Time: 2430.33 ms [2022-04-24 15:15:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311841 [2022-04-24 15:15:11 main:610] : INFO : Saving end state to config to file [2022-04-24 15:15:11 main:615] : INFO : Success, exiting.. 15:15:11 (265480): 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)