Task 14548595
| Name | ParityModified-1647048834-2170-3-0_0 |
| Workunit | 11574926 |
| Created | 8 Apr 2022, 5:55:33 UTC |
| Sent | 10 Apr 2022, 7:33:31 UTC |
| Report deadline | 18 Apr 2022, 7:33:31 UTC |
| Received | 10 Apr 2022, 10:24:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 17 min 2 sec |
| CPU time | 1 hours 4 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4:57 main:574] : INFO : Epoch 1542 | loss: 0.0311739 | val_loss: 0.031187 | Time: 2266.78 ms [2022-04-10 03:04:59 main:574] : INFO : Epoch 1543 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 2263.56 ms [2022-04-10 03:05:01 main:574] : INFO : Epoch 1544 | loss: 0.0311711 | val_loss: 0.031178 | Time: 2235.75 ms [2022-04-10 03:05:03 main:574] : INFO : Epoch 1545 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2242.44 ms [2022-04-10 03:05:06 main:574] : INFO : Epoch 1546 | loss: 0.0311796 | val_loss: 0.0311885 | Time: 2217.48 ms [2022-04-10 03:05:08 main:574] : INFO : Epoch 1547 | loss: 0.0311759 | val_loss: 0.0311918 | Time: 2211.64 ms [2022-04-10 03:05:10 main:574] : INFO : Epoch 1548 | loss: 0.0311815 | val_loss: 0.0311767 | Time: 2287.43 ms [2022-04-10 03:05:12 main:574] : INFO : Epoch 1549 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 2210.01 ms [2022-04-10 03:05:15 main:574] : INFO : Epoch 1550 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 2232.86 ms [2022-04-10 03:05:17 main:574] : INFO : Epoch 1551 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 2284.47 ms [2022-04-10 03:05:19 main:574] : INFO : Epoch 1552 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 2228.49 ms [2022-04-10 03:05:21 main:574] : INFO : Epoch 1553 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 2235.95 ms [2022-04-10 03:05:24 main:574] : INFO : Epoch 1554 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 2213.06 ms [2022-04-10 03:05:26 main:574] : INFO : Epoch 1555 | loss: 0.0311745 | val_loss: 0.0311837 | Time: 2255.88 ms [2022-04-10 03:05:28 main:574] : INFO : Epoch 1556 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 2229.29 ms [2022-04-10 03:05:30 main:574] : INFO : Epoch 1557 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 2218.99 ms [2022-04-10 03:05:33 main:574] : INFO : Epoch 1558 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 2296.28 ms [2022-04-10 03:05:35 main:574] : INFO : Epoch 1559 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 2202.48 ms [2022-04-10 03:05:37 main:574] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 2302.3 ms [2022-04-10 03:05:39 main:574] : INFO : Epoch 1561 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 2245.09 ms [2022-04-10 03:05:42 main:574] : INFO : Epoch 1562 | loss: 0.0311784 | val_loss: 0.0311935 | Time: 2260.05 ms [2022-04-10 03:05:44 main:574] : INFO : Epoch 1563 | loss: 0.0311821 | val_loss: 0.0311791 | Time: 2225 ms [2022-04-10 03:05:46 main:574] : INFO : Epoch 1564 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 2257.29 ms [2022-04-10 03:05:48 main:574] : INFO : Epoch 1565 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2240.37 ms [2022-04-10 03:05:51 main:574] : INFO : Epoch 1566 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2210.63 ms [2022-04-10 03:05:53 main:574] : INFO : Epoch 1567 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 2224.25 ms [2022-04-10 03:05:55 main:574] : INFO : Epoch 1568 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 2235.26 ms [2022-04-10 03:05:57 main:574] : INFO : Epoch 1569 | loss: 0.0311718 | val_loss: 0.031179 | Time: 2273.98 ms [2022-04-10 03:06:00 main:574] : INFO : Epoch 1570 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 2232.49 ms [2022-04-10 03:06:02 main:574] : INFO : Epoch 1571 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 2292.47 ms [2022-04-10 03:06:04 main:574] : INFO : Epoch 1572 | loss: 0.0311721 | val_loss: 0.031178 | Time: 2212.25 ms [2022-04-10 03:06:06 main:574] : INFO : Epoch 1573 | loss: 0.0311703 | val_loss: 0.031181 | Time: 2214.61 ms [2022-04-10 03:06:09 main:574] : INFO : Epoch 1574 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2233.83 ms [2022-04-10 03:06:11 main:574] : INFO : Epoch 1575 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 2221.92 ms [2022-04-10 03:06:13 main:574] : INFO : Epoch 1576 | loss: 0.0311709 | val_loss: 0.031178 | Time: 2258.56 ms [2022-04-10 03:06:15 main:574] : INFO : Epoch 1577 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2263.97 ms [2022-04-10 03:06:18 main:574] : INFO : Epoch 1578 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 2260.83 ms [2022-04-10 03:06:20 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 2234.24 ms [2022-04-10 03:06:22 main:574] : INFO : Epoch 1580 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2224.1 ms [2022-04-10 03:06:24 main:574] : INFO : Epoch 1581 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2216.62 ms [2022-04-10 03:06:27 main:574] : INFO : Epoch 1582 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 2267.48 ms [2022-04-10 03:06:29 main:574] : INFO : Epoch 1583 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 2237.89 ms [2022-04-10 03:06:31 main:574] : INFO : Epoch 1584 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 2232.88 ms [2022-04-10 03:06:33 main:574] : INFO : Epoch 1585 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 2231.29 ms [2022-04-10 03:06:36 main:574] : INFO : Epoch 1586 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 2217.73 ms [2022-04-10 03:06:38 main:574] : INFO : Epoch 1587 | loss: 0.0311727 | val_loss: 0.0311864 | Time: 2230.76 ms [2022-04-10 03:06:40 main:574] : INFO : Epoch 1588 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 2249.8 ms [2022-04-10 03:06:42 main:574] : INFO : Epoch 1589 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 2247.48 ms [2022-04-10 03:06:45 main:574] : INFO : Epoch 1590 | loss: 0.0311697 | val_loss: 0.031177 | Time: 2260.4 ms [2022-04-10 03:06:47 main:574] : INFO : Epoch 1591 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 2238.54 ms [2022-04-10 03:06:49 main:574] : INFO : Epoch 1592 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 2232.73 ms [2022-04-10 03:06:51 main:574] : INFO : Epoch 1593 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 2259.14 ms [2022-04-10 03:06:54 main:574] : INFO : Epoch 1594 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 2244.57 ms [2022-04-10 03:06:56 main:574] : INFO : Epoch 1595 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 2284.55 ms [2022-04-10 03:06:58 main:574] : INFO : Epoch 1596 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 2239.26 ms [2022-04-10 03:07:01 main:574] : INFO : Epoch 1597 | loss: 0.0311743 | val_loss: 0.0311837 | Time: 2240.49 ms [2022-04-10 03:07:03 main:574] : INFO : Epoch 1598 | loss: 0.0311746 | val_loss: 0.0311865 | Time: 2235.6 ms [2022-04-10 03:07:05 main:574] : INFO : Epoch 1599 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 2215 ms [2022-04-10 03:07:07 main:574] : INFO : Epoch 1600 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 2242.47 ms [2022-04-10 03:07:10 main:574] : INFO : Epoch 1601 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 2251.07 ms [2022-04-10 03:07:12 main:574] : INFO : Epoch 1602 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 2225.71 ms [2022-04-10 03:07:14 main:574] : INFO : Epoch 1603 | loss: 0.031172 | val_loss: 0.031179 | Time: 2212 ms [2022-04-10 03:07:16 main:574] : INFO : Epoch 1604 | loss: 0.031172 | val_loss: 0.0311845 | Time: 2284.02 ms [2022-04-10 03:07:19 main:574] : INFO : Epoch 1605 | loss: 0.0311757 | val_loss: 0.031185 | Time: 2200.36 ms [2022-04-10 03:07:21 main:574] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 2215.25 ms [2022-04-10 03:07:23 main:574] : INFO : Epoch 1607 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 2263.86 ms [2022-04-10 03:07:25 main:574] : INFO : Epoch 1608 | loss: 0.0311781 | val_loss: 0.0311864 | Time: 2191.1 ms [2022-04-10 03:07:28 main:574] : INFO : Epoch 1609 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 2279.55 ms [2022-04-10 03:07:30 main:574] : INFO : Epoch 1610 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2239.13 ms [2022-04-10 03:07:32 main:574] : INFO : Epoch 1611 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 2246.46 ms [2022-04-10 03:07:34 main:574] : INFO : Epoch 1612 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 2236.41 ms [2022-04-10 03:07:36 main:574] : INFO : Epoch 1613 | loss: 0.0311792 | val_loss: 0.0311764 | Time: 2212.09 ms [2022-04-10 03:07:39 main:574] : INFO : Epoch 1614 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 2219.84 ms [2022-04-10 03:07:41 main:574] : INFO : Epoch 1615 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 2234.1 ms [2022-04-10 03:07:43 main:574] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 2223.65 ms [2022-04-10 03:07:45 main:574] : INFO : Epoch 1617 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 2239.65 ms [2022-04-10 03:07:48 main:574] : INFO : Epoch 1618 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 2269.19 ms [2022-04-10 03:07:50 main:574] : INFO : Epoch 1619 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 2243.66 ms [2022-04-10 03:07:52 main:574] : INFO : Epoch 1620 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 2236.03 ms [2022-04-10 03:07:54 main:574] : INFO : Epoch 1621 | loss: 0.031177 | val_loss: 0.0311786 | Time: 2237.59 ms [2022-04-10 03:07:57 main:574] : INFO : Epoch 1622 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 2218.15 ms [2022-04-10 03:07:59 main:574] : INFO : Epoch 1623 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2232.41 ms [2022-04-10 03:08:01 main:574] : INFO : Epoch 1624 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 2234.77 ms [2022-04-10 03:08:03 main:574] : INFO : Epoch 1625 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 2235 ms [2022-04-10 03:08:06 main:574] : INFO : Epoch 1626 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 2251.23 ms [2022-04-10 03:08:08 main:574] : INFO : Epoch 1627 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 2217.32 ms [2022-04-10 03:08:10 main:574] : INFO : Epoch 1628 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 2244.5 ms [2022-04-10 03:08:12 main:574] : INFO : Epoch 1629 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 2243.83 ms [2022-04-10 03:08:15 main:574] : INFO : Epoch 1630 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 2231.57 ms [2022-04-10 03:08:17 main:574] : INFO : Epoch 1631 | loss: 0.0311793 | val_loss: 0.031192 | Time: 2206.84 ms [2022-04-10 03:08:19 main:574] : INFO : Epoch 1632 | loss: 0.0311843 | val_loss: 0.03118 | Time: 2224.31 ms [2022-04-10 03:08:21 main:574] : INFO : Epoch 1633 | loss: 0.0311778 | val_loss: 0.031178 | Time: 2306.5 ms [2022-04-10 03:08:24 main:574] : INFO : Epoch 1634 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 2240.67 ms [2022-04-10 03:08:26 main:574] : INFO : Epoch 1635 | loss: 0.0311754 | val_loss: 0.0311851 | Time: 2233.47 ms [2022-04-10 03:08:28 main:574] : INFO : Epoch 1636 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 2246.21 ms [2022-04-10 03:08:30 main:574] : INFO : Epoch 1637 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 2248 ms [2022-04-10 03:08:33 main:574] : INFO : Epoch 1638 | loss: 0.0311738 | val_loss: 0.0311734 | Time: 2229.85 ms [2022-04-10 03:08:35 main:574] : INFO : Epoch 1639 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 2217.94 ms [2022-04-10 03:08:37 main:574] : INFO : Epoch 1640 | loss: 0.0311763 | val_loss: 0.031176 | Time: 2258.93 ms [2022-04-10 03:08:39 main:574] : INFO : Epoch 1641 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 2249.11 ms [2022-04-10 03:08:42 main:574] : INFO : Epoch 1642 | loss: 0.0311725 | val_loss: 0.0311745 | Time: 2267.33 ms [2022-04-10 03:08:44 main:574] : INFO : Epoch 1643 | loss: 0.0311733 | val_loss: 0.0311749 | Time: 2240.98 ms [2022-04-10 03:08:46 main:574] : INFO : Epoch 1644 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 2203.44 ms [2022-04-10 03:08:49 main:574] : INFO : Epoch 1645 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 2285.43 ms [2022-04-10 03:08:51 main:574] : INFO : Epoch 1646 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 2202.03 ms [2022-04-10 03:08:53 main:574] : INFO : Epoch 1647 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 2226.57 ms [2022-04-10 03:08:55 main:574] : INFO : Epoch 1648 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 2240.06 ms [2022-04-10 03:08:57 main:574] : INFO : Epoch 1649 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2231.44 ms [2022-04-10 03:09:00 main:574] : INFO : Epoch 1650 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 2268.75 ms [2022-04-10 03:09:02 main:574] : INFO : Epoch 1651 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 2226.74 ms [2022-04-10 03:09:04 main:574] : INFO : Epoch 1652 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 2254.93 ms [2022-04-10 03:09:07 main:574] : INFO : Epoch 1653 | loss: 0.0311788 | val_loss: 0.0311767 | Time: 2279.38 ms [2022-04-10 03:09:09 main:574] : INFO : Epoch 1654 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 2222.6 ms [2022-04-10 03:09:11 main:574] : INFO : Epoch 1655 | loss: 0.0311767 | val_loss: 0.0311755 | Time: 2216.7 ms [2022-04-10 03:09:13 main:574] : INFO : Epoch 1656 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 2242.3 ms [2022-04-10 03:09:16 main:574] : INFO : Epoch 1657 | loss: 0.0311753 | val_loss: 0.0311899 | Time: 2223.4 ms [2022-04-10 03:09:18 main:574] : INFO : Epoch 1658 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 2254.77 ms [2022-04-10 03:09:20 main:574] : INFO : Epoch 1659 | loss: 0.031181 | val_loss: 0.0311767 | Time: 2225.98 ms [2022-04-10 03:09:22 main:574] : INFO : Epoch 1660 | loss: 0.0311795 | val_loss: 0.0311762 | Time: 2225.1 ms [2022-04-10 03:09:25 main:574] : INFO : Epoch 1661 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 2244.05 ms [2022-04-10 03:09:27 main:574] : INFO : Epoch 1662 | loss: 0.0311772 | val_loss: 0.0311758 | Time: 2213.47 ms [2022-04-10 03:09:29 main:574] : INFO : Epoch 1663 | loss: 0.0311761 | val_loss: 0.0311754 | Time: 2429.92 ms [2022-04-10 03:09:32 main:574] : INFO : Epoch 1664 | loss: 0.0311758 | val_loss: 0.03118 | Time: 2324 ms [2022-04-10 03:09:34 main:574] : INFO : Epoch 1665 | loss: 0.0311773 | val_loss: 0.0311767 | Time: 2234.35 ms [2022-04-10 03:09:36 main:574] : INFO : Epoch 1666 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 2235.51 ms [2022-04-10 03:09:38 main:574] : INFO : Epoch 1667 | loss: 0.0311763 | val_loss: 0.0311854 | Time: 2232.13 ms [2022-04-10 03:09:41 main:574] : INFO : Epoch 1668 | loss: 0.0311971 | val_loss: 0.0311926 | Time: 2264.41 ms [2022-04-10 03:09:43 main:574] : INFO : Epoch 1669 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 2244.99 ms [2022-04-10 03:09:45 main:574] : INFO : Epoch 1670 | loss: 0.0311844 | val_loss: 0.0311789 | Time: 2224.3 ms [2022-04-10 03:09:47 main:574] : INFO : Epoch 1671 | loss: 0.0311816 | val_loss: 0.0311751 | Time: 2291.21 ms [2022-04-10 03:09:50 main:574] : INFO : Epoch 1672 | loss: 0.031177 | val_loss: 0.0311758 | Time: 2216.78 ms [2022-04-10 03:09:52 main:574] : INFO : Epoch 1673 | loss: 0.0311773 | val_loss: 0.0311767 | Time: 2260.27 ms [2022-04-10 03:09:54 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.0311745 | Time: 2232.01 ms [2022-04-10 03:09:56 main:574] : INFO : Epoch 1675 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 2230.88 ms [2022-04-10 03:09:59 main:574] : INFO : Epoch 1676 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 2244.59 ms [2022-04-10 03:10:01 main:574] : INFO : Epoch 1677 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 2201.55 ms [2022-04-10 03:10:03 main:574] : INFO : Epoch 1678 | loss: 0.0311828 | val_loss: 0.0311821 | Time: 2259.72 ms [2022-04-10 03:10:05 main:574] : INFO : Epoch 1679 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 2250.77 ms [2022-04-10 03:10:08 main:574] : INFO : Epoch 1680 | loss: 0.0311756 | val_loss: 0.0311758 | Time: 2253.39 ms [2022-04-10 03:10:10 main:574] : INFO : Epoch 1681 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 2252.25 ms [2022-04-10 03:10:12 main:574] : INFO : Epoch 1682 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2261.9 ms [2022-04-10 03:10:14 main:574] : INFO : Epoch 1683 | loss: 0.0311781 | val_loss: 0.0311758 | Time: 2263.77 ms [2022-04-10 03:10:17 main:574] : INFO : Epoch 1684 | loss: 0.031174 | val_loss: 0.0311754 | Time: 2244.54 ms [2022-04-10 03:10:19 main:574] : INFO : Epoch 1685 | loss: 0.031173 | val_loss: 0.0311745 | Time: 2263.16 ms [2022-04-10 03:10:21 main:574] : INFO : Epoch 1686 | loss: 0.0311747 | val_loss: 0.0311747 | Time: 2255.54 ms [2022-04-10 03:10:24 main:574] : INFO : Epoch 1687 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 2250.03 ms [2022-04-10 03:10:26 main:574] : INFO : Epoch 1688 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2222.08 ms [2022-04-10 03:10:28 main:574] : INFO : Epoch 1689 | loss: 0.031173 | val_loss: 0.0311758 | Time: 2314.83 ms [2022-04-10 03:10:30 main:574] : INFO : Epoch 1690 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 2234.89 ms [2022-04-10 03:10:33 main:574] : INFO : Epoch 1691 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 2250.28 ms [2022-04-10 03:10:35 main:574] : INFO : Epoch 1692 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 2249.54 ms [2022-04-10 03:10:37 main:574] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 2227.76 ms [2022-04-10 03:10:39 main:574] : INFO : Epoch 1694 | loss: 0.0311723 | val_loss: 0.031173 | Time: 2255.22 ms [2022-04-10 03:10:42 main:574] : INFO : Epoch 1695 | loss: 0.031173 | val_loss: 0.0311788 | Time: 2225.71 ms [2022-04-10 03:10:44 main:574] : INFO : Epoch 1696 | loss: 0.0311739 | val_loss: 0.0311745 | Time: 2221.61 ms [2022-04-10 03:10:46 main:574] : INFO : Epoch 1697 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 2261.35 ms [2022-04-10 03:10:48 main:574] : INFO : Epoch 1698 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 2231.32 ms [2022-04-10 03:10:51 main:574] : INFO : Epoch 1699 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 2225.14 ms [2022-04-10 03:10:53 main:574] : INFO : Epoch 1700 | loss: 0.0311725 | val_loss: 0.031175 | Time: 2249.51 ms [2022-04-10 03:10:55 main:574] : INFO : Epoch 1701 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 2241.53 ms [2022-04-10 03:10:57 main:574] : INFO : Epoch 1702 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 2272.88 ms [2022-04-10 03:11:00 main:574] : INFO : Epoch 1703 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2245.48 ms [2022-04-10 03:11:02 main:574] : INFO : Epoch 1704 | loss: 0.0311767 | val_loss: 0.0311777 | Time: 2238.4 ms [2022-04-10 03:11:04 main:574] : INFO : Epoch 1705 | loss: 0.031173 | val_loss: 0.0311723 | Time: 2225.04 ms [2022-04-10 03:11:06 main:574] : INFO : Epoch 1706 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 2246.82 ms [2022-04-10 03:11:09 main:574] : INFO : Epoch 1707 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 2267.51 ms [2022-04-10 03:11:11 main:574] : INFO : Epoch 1708 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 2210.73 ms [2022-04-10 03:11:13 main:574] : INFO : Epoch 1709 | loss: 0.031179 | val_loss: 0.0311745 | Time: 2282.51 ms [2022-04-10 03:11:15 main:574] : INFO : Epoch 1710 | loss: 0.0311746 | val_loss: 0.031175 | Time: 2216.23 ms [2022-04-10 03:11:18 main:574] : INFO : Epoch 1711 | loss: 0.0311742 | val_loss: 0.0311717 | Time: 2285.27 ms [2022-04-10 03:11:20 main:574] : INFO : Epoch 1712 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 2266.82 ms [2022-04-10 03:11:22 main:574] : INFO : Epoch 1713 | loss: 0.0311745 | val_loss: 0.0311748 | Time: 2262.13 ms [2022-04-10 03:11:25 main:574] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311769 | Time: 2249.06 ms [2022-04-10 03:11:27 main:574] : INFO : Epoch 1715 | loss: 0.0311749 | val_loss: 0.0311721 | Time: 2238.77 ms [2022-04-10 03:11:29 main:574] : INFO : Epoch 1716 | loss: 0.0311717 | val_loss: 0.0311708 | Time: 2256.85 ms [2022-04-10 03:11:31 main:574] : INFO : Epoch 1717 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 2223.58 ms [2022-04-10 03:11:33 main:574] : INFO : Epoch 1718 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 2222.02 ms [2022-04-10 03:11:36 main:574] : INFO : Epoch 1719 | loss: 0.0311758 | val_loss: 0.0311738 | Time: 2225.4 ms [2022-04-10 03:11:38 main:574] : INFO : Epoch 1720 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 2254.33 ms [2022-04-10 03:11:40 main:574] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.031172 | Time: 2213.35 ms [2022-04-10 03:11:42 main:574] : INFO : Epoch 1722 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 2246.24 ms [2022-04-10 03:11:45 main:574] : INFO : Epoch 1723 | loss: 0.0311744 | val_loss: 0.0311744 | Time: 2212.03 ms [2022-04-10 03:11:47 main:574] : INFO : Epoch 1724 | loss: 0.0311731 | val_loss: 0.031171 | Time: 2220.91 ms [2022-04-10 03:11:49 main:574] : INFO : Epoch 1725 | loss: 0.0311712 | val_loss: 0.0311707 | Time: 2213.19 ms [2022-04-10 03:11:51 main:574] : INFO : Epoch 1726 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2252.06 ms [2022-04-10 03:11:54 main:574] : INFO : Epoch 1727 | loss: 0.0311731 | val_loss: 0.0311746 | Time: 2253.17 ms [2022-04-10 03:11:56 main:574] : INFO : Epoch 1728 | loss: 0.0311739 | val_loss: 0.0311748 | Time: 2224.61 ms [2022-04-10 03:11:58 main:574] : INFO : Epoch 1729 | loss: 0.0311715 | val_loss: 0.0311712 | Time: 2221.71 ms [2022-04-10 03:12:01 main:574] : INFO : Epoch 1730 | loss: 0.0311707 | val_loss: 0.0311718 | Time: 2315.23 ms [2022-04-10 03:12:03 main:574] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311699 | Time: 2226.21 ms [2022-04-10 03:12:05 main:574] : INFO : Epoch 1732 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 2242.62 ms [2022-04-10 03:12:07 main:574] : INFO : Epoch 1733 | loss: 0.0311708 | val_loss: 0.0311694 | Time: 2219.97 ms [2022-04-10 03:12:10 main:574] : INFO : Epoch 1734 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 2282.43 ms [2022-04-10 03:12:12 main:574] : INFO : Epoch 1735 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 2221.2 ms [2022-04-10 03:12:14 main:574] : INFO : Epoch 1736 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 2244.24 ms [2022-04-10 03:12:16 main:574] : INFO : Epoch 1737 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 2226.31 ms [2022-04-10 03:12:19 main:574] : INFO : Epoch 1738 | loss: 0.031175 | val_loss: 0.0311764 | Time: 2305.2 ms [2022-04-10 03:12:21 main:574] : INFO : Epoch 1739 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 2231.78 ms [2022-04-10 03:12:23 main:574] : INFO : Epoch 1740 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 2259.42 ms [2022-04-10 03:12:25 main:574] : INFO : Epoch 1741 | loss: 0.0311746 | val_loss: 0.0311729 | Time: 2224.88 ms [2022-04-10 03:12:28 main:574] : INFO : Epoch 1742 | loss: 0.031173 | val_loss: 0.0311723 | Time: 2232.74 ms [2022-04-10 03:12:30 main:574] : INFO : Epoch 1743 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 2248.41 ms [2022-04-10 03:12:32 main:574] : INFO : Epoch 1744 | loss: 0.0311713 | val_loss: 0.0311724 | Time: 2230.23 ms [2022-04-10 03:12:34 main:574] : INFO : Epoch 1745 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 2250.7 ms [2022-04-10 03:12:37 main:574] : INFO : Epoch 1746 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 2225.1 ms [2022-04-10 03:12:39 main:574] : INFO : Epoch 1747 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 2211.01 ms [2022-04-10 03:12:41 main:574] : INFO : Epoch 1748 | loss: 0.0311734 | val_loss: 0.0311723 | Time: 2223.84 ms [2022-04-10 03:12:43 main:574] : INFO : Epoch 1749 | loss: 0.0311716 | val_loss: 0.0311721 | Time: 2234.45 ms [2022-04-10 03:12:46 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.0311717 | Time: 2265.12 ms [2022-04-10 03:12:48 main:574] : INFO : Epoch 1751 | loss: 0.0311709 | val_loss: 0.031172 | Time: 2231.8 ms [2022-04-10 03:12:50 main:574] : INFO : Epoch 1752 | loss: 0.0311716 | val_loss: 0.0311711 | Time: 2219.94 ms [2022-04-10 03:12:52 main:574] : INFO : Epoch 1753 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 2315.32 ms [2022-04-10 03:12:55 main:574] : INFO : Epoch 1754 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 2288.48 ms [2022-04-10 03:12:57 main:574] : INFO : Epoch 1755 | loss: 0.0311721 | val_loss: 0.0311714 | Time: 2246.18 ms [2022-04-10 03:12:59 main:574] : INFO : Epoch 1756 | loss: 0.0311696 | val_loss: 0.031171 | Time: 2211.69 ms [2022-04-10 03:13:01 main:574] : INFO : Epoch 1757 | loss: 0.0311708 | val_loss: 0.0311719 | Time: 2253.09 ms [2022-04-10 03:13:04 main:574] : INFO : Epoch 1758 | loss: 0.0311745 | val_loss: 0.0311742 | Time: 2225.26 ms [2022-04-10 03:13:06 main:574] : INFO : Epoch 1759 | loss: 0.0311723 | val_loss: 0.0311718 | Time: 2243.38 ms [2022-04-10 03:13:08 main:574] : INFO : Epoch 1760 | loss: 0.031171 | val_loss: 0.0311721 | Time: 2244.52 ms [2022-04-10 03:13:10 main:574] : INFO : Epoch 1761 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 2267.38 ms [2022-04-10 03:13:13 main:574] : INFO : Epoch 1762 | loss: 0.0311714 | val_loss: 0.0311737 | Time: 2262.76 ms [2022-04-10 03:13:15 main:574] : INFO : Epoch 1763 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 2244.11 ms [2022-04-10 03:13:17 main:574] : INFO : Epoch 1764 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 2253.59 ms [2022-04-10 03:13:19 main:574] : INFO : Epoch 1765 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 2245.2 ms [2022-04-10 03:13:22 main:574] : INFO : Epoch 1766 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 2236.47 ms [2022-04-10 03:13:24 main:574] : INFO : Epoch 1767 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 2234.8 ms [2022-04-10 03:13:26 main:574] : INFO : Epoch 1768 | loss: 0.0311707 | val_loss: 0.0311715 | Time: 2223.3 ms [2022-04-10 03:13:28 main:574] : INFO : Epoch 1769 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 2268.14 ms [2022-04-10 03:13:31 main:574] : INFO : Epoch 1770 | loss: 0.0311707 | val_loss: 0.0311695 | Time: 2223.79 ms [2022-04-10 03:13:33 main:574] : INFO : Epoch 1771 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 2218.94 ms [2022-04-10 03:13:35 main:574] : INFO : Epoch 1772 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 2230.21 ms [2022-04-10 03:13:37 main:574] : INFO : Epoch 1773 | loss: 0.03117 | val_loss: 0.0311725 | Time: 2224.63 ms [2022-04-10 03:13:40 main:574] : INFO : Epoch 1774 | loss: 0.0311685 | val_loss: 0.0311719 | Time: 2270.3 ms [2022-04-10 03:13:42 main:574] : INFO : Epoch 1775 | loss: 0.0311686 | val_loss: 0.0311705 | Time: 2272.69 ms [2022-04-10 03:13:44 main:574] : INFO : Epoch 1776 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 2244.38 ms [2022-04-10 03:13:46 main:574] : INFO : Epoch 1777 | loss: 0.03117 | val_loss: 0.0311753 | Time: 2221.29 ms [2022-04-10 03:13:49 main:574] : INFO : Epoch 1778 | loss: 0.0311705 | val_loss: 0.031172 | Time: 2261.37 ms [2022-04-10 03:13:51 main:574] : INFO : Epoch 1779 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 2198.4 ms [2022-04-10 03:13:53 main:574] : INFO : Epoch 1780 | loss: 0.0311702 | val_loss: 0.0311745 | Time: 2237.87 ms [2022-04-10 03:13:56 main:574] : INFO : Epoch 1781 | loss: 0.0311694 | val_loss: 0.0311711 | Time: 2288.95 ms [2022-04-10 03:13:58 main:574] : INFO : Epoch 1782 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 2263.03 ms [2022-04-10 03:14:00 main:574] : INFO : Epoch 1783 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 2229.46 ms [2022-04-10 03:14:02 main:574] : INFO : Epoch 1784 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 2235.43 ms [2022-04-10 03:14:05 main:574] : INFO : Epoch 1785 | loss: 0.0311701 | val_loss: 0.0311714 | Time: 2229.83 ms [2022-04-10 03:14:07 main:574] : INFO : Epoch 1786 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 2210.09 ms [2022-04-10 03:14:09 main:574] : INFO : Epoch 1787 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 2254.63 ms [2022-04-10 03:14:11 main:574] : INFO : Epoch 1788 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 2253.29 ms [2022-04-10 03:14:14 main:574] : INFO : Epoch 1789 | loss: 0.0311688 | val_loss: 0.0311722 | Time: 2244.27 ms [2022-04-10 03:14:16 main:574] : INFO : Epoch 1790 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 2241.4 ms [2022-04-10 03:14:18 main:574] : INFO : Epoch 1791 | loss: 0.0311702 | val_loss: 0.031174 | Time: 2267.37 ms [2022-04-10 03:14:20 main:574] : INFO : Epoch 1792 | loss: 0.0311709 | val_loss: 0.0311723 | Time: 2293.37 ms [2022-04-10 03:14:23 main:574] : INFO : Epoch 1793 | loss: 0.0311733 | val_loss: 0.0311841 | Time: 2256.73 ms [2022-04-10 03:14:25 main:574] : INFO : Epoch 1794 | loss: 0.031171 | val_loss: 0.0311722 | Time: 2242.97 ms [2022-04-10 03:14:27 main:574] : INFO : Epoch 1795 | loss: 0.0311688 | val_loss: 0.0311718 | Time: 2261.56 ms [2022-04-10 03:14:29 main:574] : INFO : Epoch 1796 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 2302.77 ms [2022-04-10 03:14:32 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 2253.58 ms [2022-04-10 03:14:34 main:574] : INFO : Epoch 1798 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 2216.72 ms [2022-04-10 03:14:36 main:574] : INFO : Epoch 1799 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 2258.55 ms [2022-04-10 03:14:39 main:574] : INFO : Epoch 1800 | loss: 0.03117 | val_loss: 0.0311766 | Time: 2295.66 ms [2022-04-10 03:14:41 main:574] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.0311717 | Time: 2250.63 ms [2022-04-10 03:14:43 main:574] : INFO : Epoch 1802 | loss: 0.031168 | val_loss: 0.0311703 | Time: 2238.21 ms [2022-04-10 03:14:46 main:574] : INFO : Epoch 1803 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 2496.49 ms [2022-04-10 03:14:48 main:574] : INFO : Epoch 1804 | loss: 0.0311728 | val_loss: 0.0311721 | Time: 2250.95 ms [2022-04-10 03:14:50 main:574] : INFO : Epoch 1805 | loss: 0.0311739 | val_loss: 0.0311841 | Time: 2223.96 ms [2022-04-10 03:14:52 main:574] : INFO : Epoch 1806 | loss: 0.0311771 | val_loss: 0.0311734 | Time: 2293.52 ms [2022-04-10 03:14:55 main:574] : INFO : Epoch 1807 | loss: 0.031171 | val_loss: 0.0311718 | Time: 2238.07 ms [2022-04-10 03:14:57 main:574] : INFO : Epoch 1808 | loss: 0.0311707 | val_loss: 0.0311728 | Time: 2343.27 ms [2022-04-10 03:14:59 main:574] : INFO : Epoch 1809 | loss: 0.03117 | val_loss: 0.0311704 | Time: 2238.66 ms [2022-04-10 03:15:01 main:574] : INFO : Epoch 1810 | loss: 0.0311703 | val_loss: 0.0311693 | Time: 2222.48 ms [2022-04-10 03:15:04 main:574] : INFO : Epoch 1811 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 2231.68 ms [2022-04-10 03:15:06 main:574] : INFO : Epoch 1812 | loss: 0.0311714 | val_loss: 0.031172 | Time: 2240.11 ms [2022-04-10 03:15:08 main:574] : INFO : Epoch 1813 | loss: 0.03117 | val_loss: 0.0311717 | Time: 2247.16 ms [2022-04-10 03:15:10 main:574] : INFO : Epoch 1814 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 2249.29 ms [2022-04-10 03:15:13 main:574] : INFO : Epoch 1815 | loss: 0.0311713 | val_loss: 0.0311703 | Time: 2242.66 ms [2022-04-10 03:15:15 main:574] : INFO : Epoch 1816 | loss: 0.03117 | val_loss: 0.0311705 | Time: 2234.25 ms [2022-04-10 03:15:17 main:574] : INFO : Epoch 1817 | loss: 0.0311732 | val_loss: 0.0311715 | Time: 2211.68 ms [2022-04-10 03:15:19 main:574] : INFO : Epoch 1818 | loss: 0.0311735 | val_loss: 0.0311691 | Time: 2236.96 ms [2022-04-10 03:15:22 main:574] : INFO : Epoch 1819 | loss: 0.0311743 | val_loss: 0.0311851 | Time: 2304.22 ms [2022-04-10 03:15:24 main:574] : INFO : Epoch 1820 | loss: 0.0311853 | val_loss: 0.0311787 | Time: 2240.4 ms [2022-04-10 03:15:26 main:574] : INFO : Epoch 1821 | loss: 0.0311812 | val_loss: 0.0311752 | Time: 2235.01 ms [2022-04-10 03:15:29 main:574] : INFO : Epoch 1822 | loss: 0.0311798 | val_loss: 0.0311751 | Time: 2258.49 ms [2022-04-10 03:15:31 main:574] : INFO : Epoch 1823 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2270.54 ms [2022-04-10 03:15:33 main:574] : INFO : Epoch 1824 | loss: 0.0311807 | val_loss: 0.0311745 | Time: 2208.4 ms [2022-04-10 03:15:35 main:574] : INFO : Epoch 1825 | loss: 0.0311789 | val_loss: 0.0311731 | Time: 2280.59 ms [2022-04-10 03:15:38 main:574] : INFO : Epoch 1826 | loss: 0.0311773 | val_loss: 0.0311732 | Time: 2283.34 ms [2022-04-10 03:15:40 main:574] : INFO : Epoch 1827 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 2234.01 ms [2022-04-10 03:15:42 main:574] : INFO : Epoch 1828 | loss: 0.0311789 | val_loss: 0.0311752 | Time: 2190.7 ms [2022-04-10 03:15:44 main:574] : INFO : Epoch 1829 | loss: 0.0311764 | val_loss: 0.0311751 | Time: 2243.79 ms [2022-04-10 03:15:47 main:574] : INFO : Epoch 1830 | loss: 0.031178 | val_loss: 0.0311775 | Time: 2282.09 ms [2022-04-10 03:15:49 main:574] : INFO : Epoch 1831 | loss: 0.0311771 | val_loss: 0.0311753 | Time: 2234.2 ms [2022-04-10 03:15:51 main:574] : INFO : Epoch 1832 | loss: 0.0311755 | val_loss: 0.0311739 | Time: 2285.33 ms [2022-04-10 03:15:53 main:574] : INFO : Epoch 1833 | loss: 0.0311763 | val_loss: 0.031174 | Time: 2232.62 ms [2022-04-10 03:15:56 main:574] : INFO : Epoch 1834 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 2242.48 ms [2022-04-10 03:15:58 main:574] : INFO : Epoch 1835 | loss: 0.0311793 | val_loss: 0.0311749 | Time: 2237.81 ms [2022-04-10 03:16:00 main:574] : INFO : Epoch 1836 | loss: 0.0311772 | val_loss: 0.0311743 | Time: 2244.06 ms [2022-04-10 03:16:02 main:574] : INFO : Epoch 1837 | loss: 0.0311782 | val_loss: 0.0311737 | Time: 2232.58 ms [2022-04-10 03:16:05 main:574] : INFO : Epoch 1838 | loss: 0.0311783 | val_loss: 0.0311723 | Time: 2232.59 ms [2022-04-10 03:16:07 main:574] : INFO : Epoch 1839 | loss: 0.0311759 | val_loss: 0.0311727 | Time: 2214.15 ms [2022-04-10 03:16:09 main:574] : INFO : Epoch 1840 | loss: 0.0311766 | val_loss: 0.0311748 | Time: 2205.22 ms [2022-04-10 03:16:11 main:574] : INFO : Epoch 1841 | loss: 0.0311745 | val_loss: 0.0311737 | Time: 2279.27 ms [2022-04-10 03:16:14 main:574] : INFO : Epoch 1842 | loss: 0.031174 | val_loss: 0.0311759 | Time: 2253.79 ms [2022-04-10 03:16:16 main:574] : INFO : Epoch 1843 | loss: 0.0311741 | val_loss: 0.0311725 | Time: 2235.79 ms [2022-04-10 03:16:18 main:574] : INFO : Epoch 1844 | loss: 0.031175 | val_loss: 0.0311756 | Time: 2233.28 ms [2022-04-10 03:16:21 main:574] : INFO : Epoch 1845 | loss: 0.0311749 | val_loss: 0.0311729 | Time: 2312.15 ms [2022-04-10 03:16:23 main:574] : INFO : Epoch 1846 | loss: 0.0311737 | val_loss: 0.0311737 | Time: 2245.03 ms [2022-04-10 03:16:25 main:574] : INFO : Epoch 1847 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 2225.63 ms [2022-04-10 03:16:27 main:574] : INFO : Epoch 1848 | loss: 0.031174 | val_loss: 0.0311772 | Time: 2251.85 ms [2022-04-10 03:16:30 main:574] : INFO : Epoch 1849 | loss: 0.0311757 | val_loss: 0.0311736 | Time: 2249.36 ms [2022-04-10 03:16:32 main:574] : INFO : Epoch 1850 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 2258.01 ms [2022-04-10 03:16:34 main:574] : INFO : Epoch 1851 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 2259.59 ms [2022-04-10 03:16:36 main:574] : INFO : Epoch 1852 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 2218.4 ms [2022-04-10 03:16:39 main:574] : INFO : Epoch 1853 | loss: 0.0311751 | val_loss: 0.0311732 | Time: 2233.06 ms [2022-04-10 03:16:41 main:574] : INFO : Epoch 1854 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 2239.88 ms [2022-04-10 03:16:43 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 2260.24 ms [2022-04-10 03:16:45 main:574] : INFO : Epoch 1856 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 2297.03 ms [2022-04-10 03:16:48 main:574] : INFO : Epoch 1857 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 2238.8 ms [2022-04-10 03:16:50 main:574] : INFO : Epoch 1858 | loss: 0.0311695 | val_loss: 0.0311718 | Time: 2221.71 ms [2022-04-10 03:16:52 main:574] : INFO : Epoch 1859 | loss: 0.031169 | val_loss: 0.0311742 | Time: 2235.37 ms [2022-04-10 03:16:54 main:574] : INFO : Epoch 1860 | loss: 0.0311702 | val_loss: 0.0311737 | Time: 2211.18 ms [2022-04-10 03:16:57 main:574] : INFO : Epoch 1861 | loss: 0.031176 | val_loss: 0.031176 | Time: 2241.48 ms [2022-04-10 03:16:59 main:574] : INFO : Epoch 1862 | loss: 0.0311818 | val_loss: 0.0311727 | Time: 2264.14 ms [2022-04-10 03:17:01 main:574] : INFO : Epoch 1863 | loss: 0.0311772 | val_loss: 0.0311738 | Time: 2251.32 ms [2022-04-10 03:17:03 main:574] : INFO : Epoch 1864 | loss: 0.0311762 | val_loss: 0.0311701 | Time: 2311.13 ms [2022-04-10 03:17:06 main:574] : INFO : Epoch 1865 | loss: 0.0311752 | val_loss: 0.031171 | Time: 2269.3 ms [2022-04-10 03:17:08 main:574] : INFO : Epoch 1866 | loss: 0.0311766 | val_loss: 0.031171 | Time: 2220.72 ms [2022-04-10 03:17:10 main:574] : INFO : Epoch 1867 | loss: 0.0311759 | val_loss: 0.0311697 | Time: 2227.66 ms [2022-04-10 03:17:13 main:574] : INFO : Epoch 1868 | loss: 0.0311727 | val_loss: 0.0311694 | Time: 2326.96 ms [2022-04-10 03:17:15 main:574] : INFO : Epoch 1869 | loss: 0.0311729 | val_loss: 0.0311694 | Time: 2219.41 ms [2022-04-10 03:17:17 main:574] : INFO : Epoch 1870 | loss: 0.031172 | val_loss: 0.0311698 | Time: 2195.11 ms [2022-04-10 03:17:19 main:574] : INFO : Epoch 1871 | loss: 0.0311706 | val_loss: 0.0311734 | Time: 2237.03 ms [2022-04-10 03:17:22 main:574] : INFO : Epoch 1872 | loss: 0.0311709 | val_loss: 0.0311723 | Time: 2256.76 ms [2022-04-10 03:17:24 main:574] : INFO : Epoch 1873 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 2256.22 ms [2022-04-10 03:17:26 main:574] : INFO : Epoch 1874 | loss: 0.0311699 | val_loss: 0.0311718 | Time: 2217.62 ms [2022-04-10 03:17:28 main:574] : INFO : Epoch 1875 | loss: 0.03117 | val_loss: 0.0311704 | Time: 2257.8 ms [2022-04-10 03:17:31 main:574] : INFO : Epoch 1876 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 2260.92 ms [2022-04-10 03:17:33 main:574] : INFO : Epoch 1877 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 2346.5 ms [2022-04-10 03:17:35 main:574] : INFO : Epoch 1878 | loss: 0.0311706 | val_loss: 0.0311709 | Time: 2249.45 ms [2022-04-10 03:17:37 main:574] : INFO : Epoch 1879 | loss: 0.0311701 | val_loss: 0.031171 | Time: 2223.73 ms [2022-04-10 03:17:40 main:574] : INFO : Epoch 1880 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 2273.27 ms [2022-04-10 03:17:42 main:574] : INFO : Epoch 1881 | loss: 0.0311691 | val_loss: 0.031173 | Time: 2276.34 ms [2022-04-10 03:17:44 main:574] : INFO : Epoch 1882 | loss: 0.0311714 | val_loss: 0.0311695 | Time: 2232.71 ms [2022-04-10 03:17:46 main:574] : INFO : Epoch 1883 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 2275.69 ms [2022-04-10 03:17:49 main:574] : INFO : Epoch 1884 | loss: 0.0311716 | val_loss: 0.031172 | Time: 2262.54 ms [2022-04-10 03:17:51 main:574] : INFO : Epoch 1885 | loss: 0.0311696 | val_loss: 0.0311716 | Time: 2295.87 ms [2022-04-10 03:17:53 main:574] : INFO : Epoch 1886 | loss: 0.0311688 | val_loss: 0.0311705 | Time: 2222.78 ms [2022-04-10 03:17:56 main:574] : INFO : Epoch 1887 | loss: 0.0311687 | val_loss: 0.0311706 | Time: 2307.68 ms [2022-04-10 03:17:58 main:574] : INFO : Epoch 1888 | loss: 0.031168 | val_loss: 0.0311709 | Time: 2281.24 ms [2022-04-10 03:18:00 main:574] : INFO : Epoch 1889 | loss: 0.0311696 | val_loss: 0.0311713 | Time: 2250.49 ms [2022-04-10 03:18:02 main:574] : INFO : Epoch 1890 | loss: 0.0311715 | val_loss: 0.0311706 | Time: 2279.77 ms [2022-04-10 03:18:05 main:574] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.031177 | Time: 2283.23 ms [2022-04-10 03:18:07 main:574] : INFO : Epoch 1892 | loss: 0.0311686 | val_loss: 0.03117 | Time: 2250.45 ms [2022-04-10 03:18:09 main:574] : INFO : Epoch 1893 | loss: 0.031168 | val_loss: 0.0311785 | Time: 2228.7 ms [2022-04-10 03:18:12 main:574] : INFO : Epoch 1894 | loss: 0.031169 | val_loss: 0.0311714 | Time: 2267.72 ms [2022-04-10 03:18:14 main:574] : INFO : Epoch 1895 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 2279.69 ms [2022-04-10 03:18:16 main:574] : INFO : Epoch 1896 | loss: 0.0311701 | val_loss: 0.0311709 | Time: 2198.36 ms [2022-04-10 03:18:18 main:574] : INFO : Epoch 1897 | loss: 0.0311716 | val_loss: 0.031172 | Time: 2207.97 ms [2022-04-10 03:18:21 main:574] : INFO : Epoch 1898 | loss: 0.0311725 | val_loss: 0.0311728 | Time: 2278.03 ms [2022-04-10 03:18:23 main:574] : INFO : Epoch 1899 | loss: 0.0311722 | val_loss: 0.0311718 | Time: 2245.68 ms [2022-04-10 03:18:25 main:574] : INFO : Epoch 1900 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 2266.53 ms [2022-04-10 03:18:27 main:574] : INFO : Epoch 1901 | loss: 0.0311731 | val_loss: 0.0311709 | Time: 2199.75 ms [2022-04-10 03:18:30 main:574] : INFO : Epoch 1902 | loss: 0.0311717 | val_loss: 0.0311712 | Time: 2281.04 ms [2022-04-10 03:18:32 main:574] : INFO : Epoch 1903 | loss: 0.0311731 | val_loss: 0.0311734 | Time: 2277.64 ms [2022-04-10 03:18:34 main:574] : INFO : Epoch 1904 | loss: 0.0311732 | val_loss: 0.031171 | Time: 2275.54 ms [2022-04-10 03:18:36 main:574] : INFO : Epoch 1905 | loss: 0.0311708 | val_loss: 0.0311706 | Time: 2235.94 ms [2022-04-10 03:18:39 main:574] : INFO : Epoch 1906 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 2254.15 ms [2022-04-10 03:18:41 main:574] : INFO : Epoch 1907 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 2194.42 ms [2022-04-10 03:18:43 main:574] : INFO : Epoch 1908 | loss: 0.0311703 | val_loss: 0.0311705 | Time: 2331.44 ms [2022-04-10 03:18:46 main:574] : INFO : Epoch 1909 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 2296.18 ms [2022-04-10 03:18:48 main:574] : INFO : Epoch 1910 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 2266.11 ms [2022-04-10 03:18:50 main:574] : INFO : Epoch 1911 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 2224.1 ms [2022-04-10 03:18:52 main:574] : INFO : Epoch 1912 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 2266.68 ms [2022-04-10 03:18:55 main:574] : INFO : Epoch 1913 | loss: 0.0311685 | val_loss: 0.0311715 | Time: 2278.62 ms [2022-04-10 03:18:57 main:574] : INFO : Epoch 1914 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 2230.6 ms [2022-04-10 03:18:59 main:574] : INFO : Epoch 1915 | loss: 0.0311698 | val_loss: 0.0311693 | Time: 2224.47 ms [2022-04-10 03:19:01 main:574] : INFO : Epoch 1916 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 2225.34 ms [2022-04-10 03:19:04 main:574] : INFO : Epoch 1917 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 2261.83 ms [2022-04-10 03:19:06 main:574] : INFO : Epoch 1918 | loss: 0.031171 | val_loss: 0.0311697 | Time: 2262.46 ms [2022-04-10 03:19:08 main:574] : INFO : Epoch 1919 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 2250.16 ms [2022-04-10 03:19:10 main:574] : INFO : Epoch 1920 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 2207.13 ms [2022-04-10 03:19:13 main:574] : INFO : Epoch 1921 | loss: 0.0311919 | val_loss: 0.0312842 | Time: 2259.54 ms [2022-04-10 03:19:15 main:574] : INFO : Epoch 1922 | loss: 0.0435978 | val_loss: 0.0351687 | Time: 2298.99 ms [2022-04-10 03:19:17 main:574] : INFO : Epoch 1923 | loss: 0.0353786 | val_loss: 0.0324968 | Time: 2265.04 ms [2022-04-10 03:19:19 main:574] : INFO : Epoch 1924 | loss: 0.0317169 | val_loss: 0.0313613 | Time: 2230.45 ms [2022-04-10 03:19:22 main:574] : INFO : Epoch 1925 | loss: 0.0313203 | val_loss: 0.0312635 | Time: 2292.06 ms [2022-04-10 03:19:24 main:574] : INFO : Epoch 1926 | loss: 0.0312519 | val_loss: 0.0312377 | Time: 2235.61 ms [2022-04-10 03:19:26 main:574] : INFO : Epoch 1927 | loss: 0.0312278 | val_loss: 0.0312214 | Time: 2220.55 ms [2022-04-10 03:19:28 main:574] : INFO : Epoch 1928 | loss: 0.0312167 | val_loss: 0.031212 | Time: 2234.62 ms [2022-04-10 03:19:31 main:574] : INFO : Epoch 1929 | loss: 0.031209 | val_loss: 0.0312042 | Time: 2307.76 ms [2022-04-10 03:19:33 main:574] : INFO : Epoch 1930 | loss: 0.0312035 | val_loss: 0.0312003 | Time: 2292.61 ms [2022-04-10 03:19:35 main:574] : INFO : Epoch 1931 | loss: 0.0312007 | val_loss: 0.0311981 | Time: 2252.69 ms [2022-04-10 03:19:38 main:574] : INFO : Epoch 1932 | loss: 0.031199 | val_loss: 0.0311965 | Time: 2225.8 ms [2022-04-10 03:19:40 main:574] : INFO : Epoch 1933 | loss: 0.0311971 | val_loss: 0.0311953 | Time: 2308.52 ms [2022-04-10 03:19:42 main:574] : INFO : Epoch 1934 | loss: 0.0311963 | val_loss: 0.0311938 | Time: 2261.59 ms [2022-04-10 03:19:44 main:574] : INFO : Epoch 1935 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 2261.29 ms [2022-04-10 03:19:47 main:574] : INFO : Epoch 1936 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 2271.01 ms [2022-04-10 03:19:49 main:574] : INFO : Epoch 1937 | loss: 0.0311911 | val_loss: 0.0311886 | Time: 2236.73 ms [2022-04-10 03:19:51 main:574] : INFO : Epoch 1938 | loss: 0.0311909 | val_loss: 0.031188 | Time: 2235.52 ms [2022-04-10 03:19:54 main:574] : INFO : Epoch 1939 | loss: 0.0311896 | val_loss: 0.0311863 | Time: 2257.02 ms [2022-04-10 03:19:56 main:574] : INFO : Epoch 1940 | loss: 0.0311884 | val_loss: 0.0311846 | Time: 2273.8 ms [2022-04-10 03:19:58 main:574] : INFO : Epoch 1941 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 2253.29 ms [2022-04-10 03:20:00 main:574] : INFO : Epoch 1942 | loss: 0.0311866 | val_loss: 0.0311835 | Time: 2207.17 ms [2022-04-10 03:20:03 main:574] : INFO : Epoch 1943 | loss: 0.0311851 | val_loss: 0.0311821 | Time: 2257.25 ms [2022-04-10 03:20:05 main:574] : INFO : Epoch 1944 | loss: 0.0311849 | val_loss: 0.0311816 | Time: 2239.05 ms [2022-04-10 03:20:07 main:574] : INFO : Epoch 1945 | loss: 0.0311844 | val_loss: 0.0311802 | Time: 2251.02 ms [2022-04-10 03:20:09 main:574] : INFO : Epoch 1946 | loss: 0.0311835 | val_loss: 0.03118 | Time: 2247.66 ms [2022-04-10 03:20:12 main:574] : INFO : Epoch 1947 | loss: 0.0311828 | val_loss: 0.0311794 | Time: 2262.66 ms [2022-04-10 03:20:14 main:574] : INFO : Epoch 1948 | loss: 0.0311826 | val_loss: 0.0311792 | Time: 2258.07 ms [2022-04-10 03:20:16 main:574] : INFO : Epoch 1949 | loss: 0.0311823 | val_loss: 0.0311789 | Time: 2230.32 ms [2022-04-10 03:20:18 main:574] : INFO : Epoch 1950 | loss: 0.0311819 | val_loss: 0.0311782 | Time: 2234.06 ms [2022-04-10 03:20:21 main:574] : INFO : Epoch 1951 | loss: 0.0311825 | val_loss: 0.0311795 | Time: 2226.5 ms [2022-04-10 03:20:23 main:574] : INFO : Epoch 1952 | loss: 0.031182 | val_loss: 0.0311789 | Time: 2249.18 ms [2022-04-10 03:20:25 main:574] : INFO : Epoch 1953 | loss: 0.0311808 | val_loss: 0.0311781 | Time: 2327.87 ms [2022-04-10 03:20:27 main:574] : INFO : Epoch 1954 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 2232.99 ms [2022-04-10 03:20:30 main:574] : INFO : Epoch 1955 | loss: 0.0311808 | val_loss: 0.0311784 | Time: 2261.79 ms [2022-04-10 03:20:32 main:574] : INFO : Epoch 1956 | loss: 0.0311791 | val_loss: 0.0311769 | Time: 2240.58 ms [2022-04-10 03:20:34 main:574] : INFO : Epoch 1957 | loss: 0.0311782 | val_loss: 0.031178 | Time: 2262.59 ms [2022-04-10 03:20:37 main:574] : INFO : Epoch 1958 | loss: 0.0311789 | val_loss: 0.0311765 | Time: 2250.44 ms [2022-04-10 03:20:39 main:574] : INFO : Epoch 1959 | loss: 0.0311779 | val_loss: 0.0311761 | Time: 2235.14 ms [2022-04-10 03:20:41 main:574] : INFO : Epoch 1960 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 2239.51 ms [2022-04-10 03:20:43 main:574] : INFO : Epoch 1961 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 2270.56 ms [2022-04-10 03:20:46 main:574] : INFO : Epoch 1962 | loss: 0.0311777 | val_loss: 0.0311762 | Time: 2251.2 ms [2022-04-10 03:20:48 main:574] : INFO : Epoch 1963 | loss: 0.0311771 | val_loss: 0.0311756 | Time: 2268.55 ms [2022-04-10 03:20:50 main:574] : INFO : Epoch 1964 | loss: 0.0311778 | val_loss: 0.0311756 | Time: 2253.77 ms [2022-04-10 03:20:52 main:574] : INFO : Epoch 1965 | loss: 0.031178 | val_loss: 0.0311755 | Time: 2263.78 ms [2022-04-10 03:20:55 main:574] : INFO : Epoch 1966 | loss: 0.0311775 | val_loss: 0.031176 | Time: 2231.3 ms [2022-04-10 03:20:57 main:574] : INFO : Epoch 1967 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 2205.74 ms [2022-04-10 03:20:59 main:574] : INFO : Epoch 1968 | loss: 0.0311786 | val_loss: 0.0311768 | Time: 2323.05 ms [2022-04-10 03:21:01 main:574] : INFO : Epoch 1969 | loss: 0.0311775 | val_loss: 0.031176 | Time: 2249.48 ms [2022-04-10 03:21:04 main:574] : INFO : Epoch 1970 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 2243.6 ms [2022-04-10 03:21:06 main:574] : INFO : Epoch 1971 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 2245.41 ms [2022-04-10 03:21:08 main:574] : INFO : Epoch 1972 | loss: 0.0311766 | val_loss: 0.031176 | Time: 2241.13 ms [2022-04-10 03:21:10 main:574] : INFO : Epoch 1973 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 2219.1 ms [2022-04-10 03:21:13 main:574] : INFO : Epoch 1974 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 2254.17 ms [2022-04-10 03:21:15 main:574] : INFO : Epoch 1975 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 2233.64 ms [2022-04-10 03:21:17 main:574] : INFO : Epoch 1976 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 2287.68 ms [2022-04-10 03:21:19 main:574] : INFO : Epoch 1977 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 2276.99 ms [2022-04-10 03:21:22 main:574] : INFO : Epoch 1978 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 2243.79 ms [2022-04-10 03:21:24 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311753 | Time: 2264.78 ms [2022-04-10 03:21:26 main:574] : INFO : Epoch 1980 | loss: 0.0311754 | val_loss: 0.0311747 | Time: 2205.26 ms [2022-04-10 03:21:28 main:574] : INFO : Epoch 1981 | loss: 0.031176 | val_loss: 0.0311743 | Time: 2252.57 ms [2022-04-10 03:21:31 main:574] : INFO : Epoch 1982 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 2289.18 ms [2022-04-10 03:21:33 main:574] : INFO : Epoch 1983 | loss: 0.0311763 | val_loss: 0.031176 | Time: 2264.89 ms [2022-04-10 03:21:35 main:574] : INFO : Epoch 1984 | loss: 0.0311768 | val_loss: 0.0311744 | Time: 2279.1 ms [2022-04-10 03:21:38 main:574] : INFO : Epoch 1985 | loss: 0.0311754 | val_loss: 0.0311744 | Time: 2247.55 ms [2022-04-10 03:21:40 main:574] : INFO : Epoch 1986 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 2267.92 ms [2022-04-10 03:21:42 main:574] : INFO : Epoch 1987 | loss: 0.0311747 | val_loss: 0.0311735 | Time: 2266.05 ms [2022-04-10 03:21:44 main:574] : INFO : Epoch 1988 | loss: 0.0311744 | val_loss: 0.0311734 | Time: 2260.41 ms [2022-04-10 03:21:47 main:574] : INFO : Epoch 1989 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 2235.31 ms [2022-04-10 03:21:49 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.0311735 | Time: 2247.45 ms [2022-04-10 03:21:51 main:574] : INFO : Epoch 1991 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 2251.02 ms [2022-04-10 03:21:54 main:574] : INFO : Epoch 1992 | loss: 0.0311754 | val_loss: 0.0311737 | Time: 2324.36 ms [2022-04-10 03:21:56 main:574] : INFO : Epoch 1993 | loss: 0.0311758 | val_loss: 0.0311732 | Time: 2276.5 ms [2022-04-10 03:21:58 main:574] : INFO : Epoch 1994 | loss: 0.0311753 | val_loss: 0.031174 | Time: 2283.29 ms [2022-04-10 03:22:00 main:574] : INFO : Epoch 1995 | loss: 0.0311743 | val_loss: 0.0311734 | Time: 2239.94 ms [2022-04-10 03:22:03 main:574] : INFO : Epoch 1996 | loss: 0.031175 | val_loss: 0.031173 | Time: 2219.42 ms [2022-04-10 03:22:05 main:574] : INFO : Epoch 1997 | loss: 0.0311749 | val_loss: 0.0311742 | Time: 2238.42 ms [2022-04-10 03:22:07 main:574] : INFO : Epoch 1998 | loss: 0.0311738 | val_loss: 0.0311725 | Time: 2256.75 ms [2022-04-10 03:22:09 main:574] : INFO : Epoch 1999 | loss: 0.031173 | val_loss: 0.0311722 | Time: 2252.41 ms [2022-04-10 03:22:12 main:574] : INFO : Epoch 2000 | loss: 0.0311731 | val_loss: 0.0311731 | Time: 2186.13 ms [2022-04-10 03:22:14 main:574] : INFO : Epoch 2001 | loss: 0.0311734 | val_loss: 0.0311751 | Time: 2257.22 ms [2022-04-10 03:22:16 main:574] : INFO : Epoch 2002 | loss: 0.0311753 | val_loss: 0.031173 | Time: 2239.79 ms [2022-04-10 03:22:18 main:574] : INFO : Epoch 2003 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 2234.19 ms [2022-04-10 03:22:21 main:574] : INFO : Epoch 2004 | loss: 0.031173 | val_loss: 0.0311733 | Time: 2229.83 ms [2022-04-10 03:22:23 main:574] : INFO : Epoch 2005 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 2270.58 ms [2022-04-10 03:22:25 main:574] : INFO : Epoch 2006 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 2239.23 ms [2022-04-10 03:22:27 main:574] : INFO : Epoch 2007 | loss: 0.0311728 | val_loss: 0.0311737 | Time: 2229.41 ms [2022-04-10 03:22:30 main:574] : INFO : Epoch 2008 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 2242.28 ms [2022-04-10 03:22:32 main:574] : INFO : Epoch 2009 | loss: 0.031174 | val_loss: 0.0311742 | Time: 2272.06 ms [2022-04-10 03:22:34 main:574] : INFO : Epoch 2010 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 2259.76 ms [2022-04-10 03:22:36 main:574] : INFO : Epoch 2011 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 2244.7 ms [2022-04-10 03:22:39 main:574] : INFO : Epoch 2012 | loss: 0.0311748 | val_loss: 0.031174 | Time: 2236.12 ms [2022-04-10 03:22:41 main:574] : INFO : Epoch 2013 | loss: 0.0311733 | val_loss: 0.031174 | Time: 2257.89 ms [2022-04-10 03:22:43 main:574] : INFO : Epoch 2014 | loss: 0.0311735 | val_loss: 0.0311742 | Time: 2324.58 ms [2022-04-10 03:22:46 main:574] : INFO : Epoch 2015 | loss: 0.031173 | val_loss: 0.0311737 | Time: 2264.88 ms [2022-04-10 03:22:48 main:574] : INFO : Epoch 2016 | loss: 0.0311734 | val_loss: 0.0311735 | Time: 2257.59 ms [2022-04-10 03:22:50 main:574] : INFO : Epoch 2017 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 2261.26 ms [2022-04-10 03:22:52 main:574] : INFO : Epoch 2018 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 2245.91 ms [2022-04-10 03:22:55 main:574] : INFO : Epoch 2019 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 2234.46 ms [2022-04-10 03:22:57 main:574] : INFO : Epoch 2020 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 2263.5 ms [2022-04-10 03:22:59 main:574] : INFO : Epoch 2021 | loss: 0.031172 | val_loss: 0.0311734 | Time: 2222.91 ms [2022-04-10 03:23:01 main:574] : INFO : Epoch 2022 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 2248.16 ms [2022-04-10 03:23:04 main:574] : INFO : Epoch 2023 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 2269.38 ms [2022-04-10 03:23:06 main:574] : INFO : Epoch 2024 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 2229.78 ms [2022-04-10 03:23:08 main:574] : INFO : Epoch 2025 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 2251.19 ms [2022-04-10 03:23:10 main:574] : INFO : Epoch 2026 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 2235.66 ms [2022-04-10 03:23:13 main:574] : INFO : Epoch 2027 | loss: 0.0311725 | val_loss: 0.0311727 | Time: 2277.25 ms [2022-04-10 03:23:15 main:574] : INFO : Epoch 2028 | loss: 0.0311711 | val_loss: 0.0311731 | Time: 2303.23 ms [2022-04-10 03:23:17 main:574] : INFO : Epoch 2029 | loss: 0.0311711 | val_loss: 0.0311731 | Time: 2228.44 ms [2022-04-10 03:23:20 main:574] : INFO : Epoch 2030 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 2270.31 ms [2022-04-10 03:23:22 main:574] : INFO : Epoch 2031 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 2242.09 ms [2022-04-10 03:23:24 main:574] : INFO : Epoch 2032 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 2244.26 ms [2022-04-10 03:23:26 main:574] : INFO : Epoch 2033 | loss: 0.0311711 | val_loss: 0.0311729 | Time: 2233.18 ms [2022-04-10 03:23:29 main:574] : INFO : Epoch 2034 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 2256.09 ms [2022-04-10 03:23:31 main:574] : INFO : Epoch 2035 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 2266.65 ms [2022-04-10 03:23:33 main:574] : INFO : Epoch 2036 | loss: 0.031171 | val_loss: 0.0311735 | Time: 2257.27 ms [2022-04-10 03:23:35 main:574] : INFO : Epoch 2037 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 2217.19 ms [2022-04-10 03:23:38 main:574] : INFO : Epoch 2038 | loss: 0.031171 | val_loss: 0.0311717 | Time: 2202.52 ms [2022-04-10 03:23:40 main:574] : INFO : Epoch 2039 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 2222.74 ms [2022-04-10 03:23:42 main:574] : INFO : Epoch 2040 | loss: 0.0311727 | val_loss: 0.0311745 | Time: 2233.57 ms [2022-04-10 03:23:44 main:574] : INFO : Epoch 2041 | loss: 0.0311729 | val_loss: 0.031173 | Time: 2199.19 ms [2022-04-10 03:23:46 main:574] : INFO : Epoch 2042 | loss: 0.0311719 | val_loss: 0.0311742 | Time: 2263.43 ms [2022-04-10 03:23:49 main:574] : INFO : Epoch 2043 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 2214.71 ms [2022-04-10 03:23:51 main:574] : INFO : Epoch 2044 | loss: 0.0311705 | val_loss: 0.0311725 | Time: 2283.01 ms [2022-04-10 03:23:53 main:574] : INFO : Epoch 2045 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 2233.45 ms [2022-04-10 03:23:55 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.0311721 | Time: 2228.5 ms [2022-04-10 03:23:58 main:574] : INFO : Epoch 2047 | loss: 0.0311701 | val_loss: 0.0311729 | Time: 2274.93 ms [2022-04-10 03:24:00 main:574] : INFO : Epoch 2048 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 2229.59 ms [2022-04-10 03:24:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738 [2022-04-10 03:24:00 main:603] : INFO : Saving end state to config to file [2022-04-10 03:24:00 main:608] : INFO : Success, exiting.. 03:24:00 (20832): 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)