Task 14619494
| Name | ParityModified-1647049456-10504-3-0_0 |
| Workunit | 11639152 |
| Created | 13 Apr 2022, 19:37:12 UTC |
| Sent | 13 Apr 2022, 19:38:07 UTC |
| Report deadline | 21 Apr 2022, 19:38:07 UTC |
| Received | 20 Apr 2022, 3:13:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 13 min 53 sec |
| CPU time | 1 hours 12 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 1918.58 ms [2022-04-20 04:54:00 main:574] : INFO : Epoch 1543 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 1922.64 ms [2022-04-20 04:54:02 main:574] : INFO : Epoch 1544 | loss: 0.031177 | val_loss: 0.0311778 | Time: 1917.54 ms [2022-04-20 04:54:04 main:574] : INFO : Epoch 1545 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 1921.97 ms [2022-04-20 04:54:06 main:574] : INFO : Epoch 1546 | loss: 0.0311751 | val_loss: 0.0311849 | Time: 1928.28 ms [2022-04-20 04:54:08 main:574] : INFO : Epoch 1547 | loss: 0.031178 | val_loss: 0.0311851 | Time: 1927.65 ms [2022-04-20 04:54:09 main:574] : INFO : Epoch 1548 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1922.13 ms [2022-04-20 04:54:11 main:574] : INFO : Epoch 1549 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1930.07 ms [2022-04-20 04:54:13 main:574] : INFO : Epoch 1550 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 1915.34 ms [2022-04-20 04:54:15 main:574] : INFO : Epoch 1551 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 1924.86 ms [2022-04-20 04:54:17 main:574] : INFO : Epoch 1552 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 1928.35 ms [2022-04-20 04:54:19 main:574] : INFO : Epoch 1553 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 1922.07 ms [2022-04-20 04:54:21 main:574] : INFO : Epoch 1554 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 1926.25 ms [2022-04-20 04:54:23 main:574] : INFO : Epoch 1555 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1918.24 ms [2022-04-20 04:54:25 main:574] : INFO : Epoch 1556 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 1934.76 ms [2022-04-20 04:54:27 main:574] : INFO : Epoch 1557 | loss: 0.031175 | val_loss: 0.0311792 | Time: 1925.37 ms [2022-04-20 04:54:29 main:574] : INFO : Epoch 1558 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 1918.32 ms [2022-04-20 04:54:31 main:574] : INFO : Epoch 1559 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1915.48 ms [2022-04-20 04:54:33 main:574] : INFO : Epoch 1560 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 1921.84 ms [2022-04-20 04:54:34 main:574] : INFO : Epoch 1561 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 1916.95 ms [2022-04-20 04:54:36 main:574] : INFO : Epoch 1562 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 1930.78 ms [2022-04-20 04:54:38 main:574] : INFO : Epoch 1563 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1927.64 ms [2022-04-20 04:54:40 main:574] : INFO : Epoch 1564 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 1931.38 ms [2022-04-20 04:54:42 main:574] : INFO : Epoch 1565 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 1928.82 ms [2022-04-20 04:54:44 main:574] : INFO : Epoch 1566 | loss: 0.0311728 | val_loss: 0.0311753 | Time: 1921.65 ms [2022-04-20 04:54:46 main:574] : INFO : Epoch 1567 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 1915.65 ms [2022-04-20 04:54:48 main:574] : INFO : Epoch 1568 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 1919.57 ms [2022-04-20 04:54:50 main:574] : INFO : Epoch 1569 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 1919.29 ms [2022-04-20 04:54:52 main:574] : INFO : Epoch 1570 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 1919.46 ms [2022-04-20 04:54:54 main:574] : INFO : Epoch 1571 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 1913.2 ms [2022-04-20 04:54:56 main:574] : INFO : Epoch 1572 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 1920.12 ms [2022-04-20 04:54:58 main:574] : INFO : Epoch 1573 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 1924.75 ms [2022-04-20 04:55:00 main:574] : INFO : Epoch 1574 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 1919.29 ms [2022-04-20 04:55:01 main:574] : INFO : Epoch 1575 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 1920.16 ms [2022-04-20 04:55:03 main:574] : INFO : Epoch 1576 | loss: 0.0311739 | val_loss: 0.0311747 | Time: 1917.39 ms [2022-04-20 04:55:05 main:574] : INFO : Epoch 1577 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1922.6 ms [2022-04-20 04:55:07 main:574] : INFO : Epoch 1578 | loss: 0.031172 | val_loss: 0.0311765 | Time: 1924.17 ms [2022-04-20 04:55:09 main:574] : INFO : Epoch 1579 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 1926.24 ms [2022-04-20 04:55:11 main:574] : INFO : Epoch 1580 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1921.88 ms [2022-04-20 04:55:13 main:574] : INFO : Epoch 1581 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1930.82 ms [2022-04-20 04:55:15 main:574] : INFO : Epoch 1582 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 1917.86 ms [2022-04-20 04:55:17 main:574] : INFO : Epoch 1583 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1923.53 ms [2022-04-20 04:55:19 main:574] : INFO : Epoch 1584 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 1910.05 ms [2022-04-20 04:55:21 main:574] : INFO : Epoch 1585 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 1916.9 ms [2022-04-20 04:55:23 main:574] : INFO : Epoch 1586 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 1921.09 ms [2022-04-20 04:55:25 main:574] : INFO : Epoch 1587 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 1924.07 ms [2022-04-20 04:55:26 main:574] : INFO : Epoch 1588 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 1917.96 ms [2022-04-20 04:55:28 main:574] : INFO : Epoch 1589 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1919.71 ms [2022-04-20 04:55:30 main:574] : INFO : Epoch 1590 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 1938.12 ms [2022-04-20 04:55:32 main:574] : INFO : Epoch 1591 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1950.67 ms [2022-04-20 04:55:34 main:574] : INFO : Epoch 1592 | loss: 0.031172 | val_loss: 0.031176 | Time: 1967.42 ms [2022-04-20 04:55:37 main:574] : INFO : Epoch 1593 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 1931.5 ms [2022-04-20 04:55:40 main:574] : INFO : Epoch 1594 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 2163.6 ms [2022-04-20 04:55:42 main:574] : INFO : Epoch 1595 | loss: 0.0311724 | val_loss: 0.031176 | Time: 2296.48 ms [2022-04-20 04:55:45 main:574] : INFO : Epoch 1596 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 2274.16 ms [2022-04-20 04:55:47 main:574] : INFO : Epoch 1597 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 2287.34 ms [2022-04-20 04:55:49 main:574] : INFO : Epoch 1598 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 2329.38 ms [2022-04-20 04:55:52 main:574] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 2352.73 ms [2022-04-20 04:55:54 main:574] : INFO : Epoch 1600 | loss: 0.0311737 | val_loss: 0.03118 | Time: 2313.84 ms [2022-04-20 04:55:56 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.031177 | Time: 2329.07 ms [2022-04-20 04:55:59 main:574] : INFO : Epoch 1602 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 2340.59 ms [2022-04-20 04:56:01 main:574] : INFO : Epoch 1603 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 2331.52 ms [2022-04-20 04:56:03 main:574] : INFO : Epoch 1604 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 2267.45 ms [2022-04-20 04:56:06 main:574] : INFO : Epoch 1605 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 2326.59 ms [2022-04-20 04:56:08 main:574] : INFO : Epoch 1606 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 2319.83 ms [2022-04-20 04:56:10 main:574] : INFO : Epoch 1607 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 2384.38 ms [2022-04-20 04:56:13 main:574] : INFO : Epoch 1608 | loss: 0.0311737 | val_loss: 0.031177 | Time: 2334.1 ms [2022-04-20 04:56:15 main:574] : INFO : Epoch 1609 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 2283.44 ms [2022-04-20 04:56:17 main:574] : INFO : Epoch 1610 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 2319.16 ms [2022-04-20 04:56:20 main:574] : INFO : Epoch 1611 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2376.44 ms [2022-04-20 04:56:22 main:574] : INFO : Epoch 1612 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 2302.59 ms [2022-04-20 04:56:24 main:574] : INFO : Epoch 1613 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 2315.23 ms [2022-04-20 04:56:27 main:574] : INFO : Epoch 1614 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 2507.61 ms [2022-04-20 04:56:29 main:574] : INFO : Epoch 1615 | loss: 0.0311756 | val_loss: 0.0311756 | Time: 2282.75 ms [2022-04-20 04:56:31 main:574] : INFO : Epoch 1616 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 2336.28 ms [2022-04-20 04:56:34 main:574] : INFO : Epoch 1617 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 2312.59 ms [2022-04-20 04:56:36 main:574] : INFO : Epoch 1618 | loss: 0.0311749 | val_loss: 0.0311761 | Time: 2338.28 ms [2022-04-20 04:56:38 main:574] : INFO : Epoch 1619 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2317.3 ms [2022-04-20 04:56:41 main:574] : INFO : Epoch 1620 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 2318.56 ms [2022-04-20 04:56:43 main:574] : INFO : Epoch 1621 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 2324.92 ms [2022-04-20 04:56:45 main:574] : INFO : Epoch 1622 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 2291.75 ms [2022-04-20 04:56:48 main:574] : INFO : Epoch 1623 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 2318.38 ms [2022-04-20 04:56:50 main:574] : INFO : Epoch 1624 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 2303.12 ms [2022-04-20 04:56:52 main:574] : INFO : Epoch 1625 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 2325.4 ms [2022-04-20 04:56:55 main:574] : INFO : Epoch 1626 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 2352.38 ms [2022-04-20 04:56:57 main:574] : INFO : Epoch 1627 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 2264.81 ms [2022-04-20 04:56:59 main:574] : INFO : Epoch 1628 | loss: 0.0311709 | val_loss: 0.0311767 | Time: 2293 ms [2022-04-20 04:57:02 main:574] : INFO : Epoch 1629 | loss: 0.0311701 | val_loss: 0.0311782 | Time: 2283.87 ms [2022-04-20 04:57:04 main:574] : INFO : Epoch 1630 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 2335.21 ms [2022-04-20 04:57:06 main:574] : INFO : Epoch 1631 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2289.43 ms [2022-04-20 04:57:08 main:574] : INFO : Epoch 1632 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2281.29 ms [2022-04-20 04:57:11 main:574] : INFO : Epoch 1633 | loss: 0.0311715 | val_loss: 0.0311768 | Time: 2340.65 ms [2022-04-20 04:57:13 main:574] : INFO : Epoch 1634 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 2300.54 ms [2022-04-20 04:57:15 main:574] : INFO : Epoch 1635 | loss: 0.0311727 | val_loss: 0.0311942 | Time: 2330.86 ms [2022-04-20 04:57:18 main:574] : INFO : Epoch 1636 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 2329.19 ms [2022-04-20 04:57:20 main:574] : INFO : Epoch 1637 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 2305.69 ms [2022-04-20 04:57:22 main:574] : INFO : Epoch 1638 | loss: 0.0311701 | val_loss: 0.031177 | Time: 2342.42 ms [2022-04-20 04:57:25 main:574] : INFO : Epoch 1639 | loss: 0.031172 | val_loss: 0.0311762 | Time: 2320.27 ms [2022-04-20 04:57:27 main:574] : INFO : Epoch 1640 | loss: 0.0311745 | val_loss: 0.031176 | Time: 2314.77 ms [2022-04-20 04:57:29 main:574] : INFO : Epoch 1641 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 2345.42 ms [2022-04-20 04:57:32 main:574] : INFO : Epoch 1642 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 2366.42 ms [2022-04-20 04:57:34 main:574] : INFO : Epoch 1643 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 2311.88 ms [2022-04-20 04:57:36 main:574] : INFO : Epoch 1644 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 2360.47 ms [2022-04-20 04:57:39 main:574] : INFO : Epoch 1645 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 2304.46 ms [2022-04-20 04:57:41 main:574] : INFO : Epoch 1646 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 2312.47 ms [2022-04-20 04:57:43 main:574] : INFO : Epoch 1647 | loss: 0.0311755 | val_loss: 0.0311738 | Time: 2330.16 ms [2022-04-20 04:57:46 main:574] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311742 | Time: 2321.39 ms [2022-04-20 04:57:48 main:574] : INFO : Epoch 1649 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 2335.04 ms [2022-04-20 04:57:50 main:574] : INFO : Epoch 1650 | loss: 0.031174 | val_loss: 0.0311775 | Time: 2308.24 ms [2022-04-20 04:57:53 main:574] : INFO : Epoch 1651 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2341.51 ms [2022-04-20 04:57:55 main:574] : INFO : Epoch 1652 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 2281.69 ms [2022-04-20 04:57:57 main:574] : INFO : Epoch 1653 | loss: 0.031178 | val_loss: 0.0311788 | Time: 2266.85 ms [2022-04-20 04:58:00 main:574] : INFO : Epoch 1654 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 2349.29 ms [2022-04-20 04:58:02 main:574] : INFO : Epoch 1655 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 2335.2 ms [2022-04-20 04:58:04 main:574] : INFO : Epoch 1656 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 2275.29 ms [2022-04-20 04:58:07 main:574] : INFO : Epoch 1657 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 2289.41 ms [2022-04-20 04:58:09 main:574] : INFO : Epoch 1658 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 2338.35 ms [2022-04-20 04:58:11 main:574] : INFO : Epoch 1659 | loss: 0.0311772 | val_loss: 0.0311747 | Time: 2328.45 ms [2022-04-20 04:58:14 main:574] : INFO : Epoch 1660 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 2299.55 ms [2022-04-20 04:58:16 main:574] : INFO : Epoch 1661 | loss: 0.0311792 | val_loss: 0.0311751 | Time: 2332.41 ms [2022-04-20 04:58:18 main:574] : INFO : Epoch 1662 | loss: 0.031178 | val_loss: 0.0311749 | Time: 2322.29 ms [2022-04-20 04:58:21 main:574] : INFO : Epoch 1663 | loss: 0.0311759 | val_loss: 0.0311758 | Time: 2384.22 ms [2022-04-20 04:58:23 main:574] : INFO : Epoch 1664 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 2307.61 ms [2022-04-20 04:58:25 main:574] : INFO : Epoch 1665 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 2319.4 ms [2022-04-20 04:58:28 main:574] : INFO : Epoch 1666 | loss: 0.0311746 | val_loss: 0.0311749 | Time: 2399.45 ms [2022-04-20 04:58:30 main:574] : INFO : Epoch 1667 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 2275.64 ms [2022-04-20 04:58:32 main:574] : INFO : Epoch 1668 | loss: 0.0311757 | val_loss: 0.031176 | Time: 2293.79 ms [2022-04-20 04:58:35 main:574] : INFO : Epoch 1669 | loss: 0.031174 | val_loss: 0.0311748 | Time: 2321.78 ms [2022-04-20 04:58:37 main:574] : INFO : Epoch 1670 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 2326.99 ms [2022-04-20 04:58:39 main:574] : INFO : Epoch 1671 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 2310.21 ms [2022-04-20 04:58:42 main:574] : INFO : Epoch 1672 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 2362.1 ms [2022-04-20 04:58:44 main:574] : INFO : Epoch 1673 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2332.55 ms [2022-04-20 04:58:46 main:574] : INFO : Epoch 1674 | loss: 0.0311729 | val_loss: 0.0311737 | Time: 2288.28 ms [2022-04-20 04:58:49 main:574] : INFO : Epoch 1675 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 2280.51 ms [2022-04-20 04:58:51 main:574] : INFO : Epoch 1676 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 2341.67 ms [2022-04-20 04:58:53 main:574] : INFO : Epoch 1677 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 2322.17 ms [2022-04-20 04:58:56 main:574] : INFO : Epoch 1678 | loss: 0.031174 | val_loss: 0.0311759 | Time: 2334.06 ms [2022-04-20 04:58:58 main:574] : INFO : Epoch 1679 | loss: 0.031174 | val_loss: 0.0311746 | Time: 2276.42 ms [2022-04-20 04:59:00 main:574] : INFO : Epoch 1680 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 2282.19 ms [2022-04-20 04:59:02 main:574] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2300.68 ms [2022-04-20 04:59:05 main:574] : INFO : Epoch 1682 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 2327.49 ms [2022-04-20 04:59:07 main:574] : INFO : Epoch 1683 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 2332.62 ms [2022-04-20 04:59:09 main:574] : INFO : Epoch 1684 | loss: 0.0311722 | val_loss: 0.031176 | Time: 2329.68 ms [2022-04-20 04:59:12 main:574] : INFO : Epoch 1685 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 2330.01 ms [2022-04-20 04:59:14 main:574] : INFO : Epoch 1686 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 2320.41 ms [2022-04-20 04:59:16 main:574] : INFO : Epoch 1687 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 2293.83 ms [2022-04-20 04:59:19 main:574] : INFO : Epoch 1688 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 2311.63 ms [2022-04-20 04:59:21 main:574] : INFO : Epoch 1689 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 2326.54 ms [2022-04-20 04:59:23 main:574] : INFO : Epoch 1690 | loss: 0.0311733 | val_loss: 0.0311762 | Time: 2323.28 ms [2022-04-20 04:59:26 main:574] : INFO : Epoch 1691 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 2361.55 ms [2022-04-20 04:59:28 main:574] : INFO : Epoch 1692 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 2382.77 ms [2022-04-20 04:59:30 main:574] : INFO : Epoch 1693 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 2344.24 ms [2022-04-20 04:59:33 main:574] : INFO : Epoch 1694 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 2427.86 ms [2022-04-20 04:59:35 main:574] : INFO : Epoch 1695 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 2434.41 ms [2022-04-20 04:59:38 main:574] : INFO : Epoch 1696 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 2402.53 ms [2022-04-20 04:59:40 main:574] : INFO : Epoch 1697 | loss: 0.0311745 | val_loss: 0.0311737 | Time: 2427.79 ms [2022-04-20 04:59:44 main:574] : INFO : Epoch 1698 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 3348.94 ms [2022-04-20 04:59:46 main:574] : INFO : Epoch 1699 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 2364.54 ms [2022-04-20 04:59:48 main:574] : INFO : Epoch 1700 | loss: 0.031184 | val_loss: 0.0311809 | Time: 2351.4 ms [2022-04-20 04:59:51 main:574] : INFO : Epoch 1701 | loss: 0.031184 | val_loss: 0.0311862 | Time: 2375.34 ms [2022-04-20 04:59:53 main:574] : INFO : Epoch 1702 | loss: 0.0311846 | val_loss: 0.0311799 | Time: 2379.29 ms [2022-04-20 04:59:55 main:574] : INFO : Epoch 1703 | loss: 0.0311836 | val_loss: 0.0311794 | Time: 2330.11 ms [2022-04-20 04:59:58 main:574] : INFO : Epoch 1704 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 2311.52 ms [2022-04-20 05:00:00 main:574] : INFO : Epoch 1705 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 2262.32 ms [2022-04-20 05:00:02 main:574] : INFO : Epoch 1706 | loss: 0.031179 | val_loss: 0.0311799 | Time: 2279.91 ms [2022-04-20 05:00:05 main:574] : INFO : Epoch 1707 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 2349.97 ms [2022-04-20 05:00:07 main:574] : INFO : Epoch 1708 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 2272.46 ms [2022-04-20 05:00:09 main:574] : INFO : Epoch 1709 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2266.02 ms [2022-04-20 05:00:11 main:574] : INFO : Epoch 1710 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 2321.95 ms [2022-04-20 05:00:14 main:574] : INFO : Epoch 1711 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2268.84 ms [2022-04-20 05:00:16 main:574] : INFO : Epoch 1712 | loss: 0.0311803 | val_loss: 0.0311784 | Time: 2333.63 ms [2022-04-20 05:00:18 main:574] : INFO : Epoch 1713 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 2281.27 ms [2022-04-20 05:00:21 main:574] : INFO : Epoch 1714 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 2340.75 ms [2022-04-20 05:00:23 main:574] : INFO : Epoch 1715 | loss: 0.0311786 | val_loss: 0.031179 | Time: 2333.59 ms [2022-04-20 05:00:25 main:574] : INFO : Epoch 1716 | loss: 0.0311787 | val_loss: 0.031179 | Time: 2305.42 ms [2022-04-20 05:00:28 main:574] : INFO : Epoch 1717 | loss: 0.0311779 | val_loss: 0.0311797 | Time: 2311.03 ms [2022-04-20 05:00:30 main:574] : INFO : Epoch 1718 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 2315.08 ms [2022-04-20 05:00:32 main:574] : INFO : Epoch 1719 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 2332.06 ms [2022-04-20 05:00:35 main:574] : INFO : Epoch 1720 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 2349.95 ms [2022-04-20 05:00:37 main:574] : INFO : Epoch 1721 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 2313.29 ms [2022-04-20 05:00:39 main:574] : INFO : Epoch 1722 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 2293.24 ms [2022-04-20 05:00:42 main:574] : INFO : Epoch 1723 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 2339.7 ms [2022-04-20 05:00:44 main:574] : INFO : Epoch 1724 | loss: 0.031177 | val_loss: 0.031178 | Time: 2310.07 ms [2022-04-20 05:00:46 main:574] : INFO : Epoch 1725 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 2358.1 ms [2022-04-20 05:00:49 main:574] : INFO : Epoch 1726 | loss: 0.031177 | val_loss: 0.0311794 | Time: 2326.06 ms [2022-04-20 05:00:51 main:574] : INFO : Epoch 1727 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 2341.71 ms [2022-04-20 05:00:53 main:574] : INFO : Epoch 1728 | loss: 0.0311767 | val_loss: 0.0311786 | Time: 2297.08 ms [2022-04-20 05:00:56 main:574] : INFO : Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 2334.95 ms [2022-04-20 05:00:58 main:574] : INFO : Epoch 1730 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 2345.17 ms [2022-04-20 05:01:00 main:574] : INFO : Epoch 1731 | loss: 0.0311772 | val_loss: 0.0311792 | Time: 2386.1 ms [2022-04-20 05:01:03 main:574] : INFO : Epoch 1732 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2310.3 ms [2022-04-20 05:01:05 main:574] : INFO : Epoch 1733 | loss: 0.031176 | val_loss: 0.0311769 | Time: 2268.93 ms [2022-04-20 05:01:07 main:574] : INFO : Epoch 1734 | loss: 0.031175 | val_loss: 0.0311772 | Time: 2298.72 ms [2022-04-20 05:01:10 main:574] : INFO : Epoch 1735 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 2347.01 ms [2022-04-20 05:01:12 main:574] : INFO : Epoch 1736 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 2267.19 ms [2022-04-20 05:01:14 main:574] : INFO : Epoch 1737 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 2310.96 ms [2022-04-20 05:01:17 main:574] : INFO : Epoch 1738 | loss: 0.031176 | val_loss: 0.0311771 | Time: 2329.07 ms [2022-04-20 05:01:19 main:574] : INFO : Epoch 1739 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 2290.07 ms [2022-04-20 05:01:21 main:574] : INFO : Epoch 1740 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 2253.4 ms [2022-04-20 05:01:23 main:574] : INFO : Epoch 1741 | loss: 0.0311757 | val_loss: 0.031178 | Time: 2313.49 ms [2022-04-20 05:01:26 main:574] : INFO : Epoch 1742 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 2369.98 ms [2022-04-20 05:01:28 main:574] : INFO : Epoch 1743 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 2392.08 ms [2022-04-20 05:01:31 main:574] : INFO : Epoch 1744 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 2369.07 ms [2022-04-20 05:01:33 main:574] : INFO : Epoch 1745 | loss: 0.0311764 | val_loss: 0.0311782 | Time: 2366.14 ms [2022-04-20 05:01:35 main:574] : INFO : Epoch 1746 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 2311.53 ms [2022-04-20 05:01:38 main:574] : INFO : Epoch 1747 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2332.64 ms [2022-04-20 05:01:40 main:574] : INFO : Epoch 1748 | loss: 0.0311751 | val_loss: 0.031178 | Time: 2350.55 ms [2022-04-20 05:01:42 main:574] : INFO : Epoch 1749 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 2271.57 ms [2022-04-20 05:01:45 main:574] : INFO : Epoch 1750 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 2329.43 ms [2022-04-20 05:01:47 main:574] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2372.12 ms [2022-04-20 05:01:49 main:574] : INFO : Epoch 1752 | loss: 0.031176 | val_loss: 0.0311775 | Time: 2315.45 ms [2022-04-20 05:01:52 main:574] : INFO : Epoch 1753 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2365.93 ms [2022-04-20 05:01:54 main:574] : INFO : Epoch 1754 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 2336.59 ms [2022-04-20 05:01:56 main:574] : INFO : Epoch 1755 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 2281.05 ms [2022-04-20 05:01:59 main:574] : INFO : Epoch 1756 | loss: 0.0311755 | val_loss: 0.031179 | Time: 2283.4 ms [2022-04-20 05:02:01 main:574] : INFO : Epoch 1757 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 2335.99 ms [2022-04-20 05:02:03 main:574] : INFO : Epoch 1758 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 2287.39 ms [2022-04-20 05:02:05 main:574] : INFO : Epoch 1759 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 2335.49 ms [2022-04-20 05:02:08 main:574] : INFO : Epoch 1760 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 2330.87 ms [2022-04-20 05:02:10 main:574] : INFO : Epoch 1761 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 2362.19 ms [2022-04-20 05:02:12 main:574] : INFO : Epoch 1762 | loss: 0.0311742 | val_loss: 0.031179 | Time: 2278.73 ms [2022-04-20 05:02:15 main:574] : INFO : Epoch 1763 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 2313.08 ms [2022-04-20 05:02:17 main:574] : INFO : Epoch 1764 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2298.38 ms [2022-04-20 05:02:19 main:574] : INFO : Epoch 1765 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 2306.98 ms [2022-04-20 05:02:22 main:574] : INFO : Epoch 1766 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 2354.27 ms [2022-04-20 05:02:24 main:574] : INFO : Epoch 1767 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2288.79 ms [2022-04-20 05:02:26 main:574] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2328.14 ms [2022-04-20 05:02:29 main:574] : INFO : Epoch 1769 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 2313.83 ms [2022-04-20 05:02:31 main:574] : INFO : Epoch 1770 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 2313.82 ms [2022-04-20 05:02:33 main:574] : INFO : Epoch 1771 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 2311.14 ms [2022-04-20 05:02:36 main:574] : INFO : Epoch 1772 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 2328.73 ms [2022-04-20 05:02:38 main:574] : INFO : Epoch 1773 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 2303.95 ms [2022-04-20 05:02:40 main:574] : INFO : Epoch 1774 | loss: 0.0311772 | val_loss: 0.031178 | Time: 2320.57 ms [2022-04-20 05:02:43 main:574] : INFO : Epoch 1775 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 2320.34 ms [2022-04-20 05:02:45 main:574] : INFO : Epoch 1776 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 2294.18 ms [2022-04-20 05:02:47 main:574] : INFO : Epoch 1777 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 2284.72 ms [2022-04-20 05:02:50 main:574] : INFO : Epoch 1778 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 2331.81 ms [2022-04-20 05:02:52 main:574] : INFO : Epoch 1779 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 2297.65 ms [2022-04-20 05:02:54 main:574] : INFO : Epoch 1780 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 2328.71 ms [2022-04-20 05:02:57 main:574] : INFO : Epoch 1781 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 2290.23 ms [2022-04-20 05:02:59 main:574] : INFO : Epoch 1782 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 2296.35 ms [2022-04-20 05:03:01 main:574] : INFO : Epoch 1783 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 2294.28 ms [2022-04-20 05:03:03 main:574] : INFO : Epoch 1784 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 2311.34 ms [2022-04-20 05:03:06 main:574] : INFO : Epoch 1785 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 2345.45 ms [2022-04-20 05:03:08 main:574] : INFO : Epoch 1786 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2339.6 ms [2022-04-20 05:03:11 main:574] : INFO : Epoch 1787 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 2458.41 ms [2022-04-20 05:03:13 main:574] : INFO : Epoch 1788 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 2348.83 ms [2022-04-20 05:03:15 main:574] : INFO : Epoch 1789 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 2299.34 ms [2022-04-20 05:03:18 main:574] : INFO : Epoch 1790 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 2353.6 ms [2022-04-20 05:03:20 main:574] : INFO : Epoch 1791 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 2335.94 ms [2022-04-20 05:03:22 main:574] : INFO : Epoch 1792 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 2345.27 ms [2022-04-20 05:03:25 main:574] : INFO : Epoch 1793 | loss: 0.031177 | val_loss: 0.0311787 | Time: 2309.33 ms [2022-04-20 05:03:27 main:574] : INFO : Epoch 1794 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2326.84 ms [2022-04-20 05:03:29 main:574] : INFO : Epoch 1795 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 2320.55 ms [2022-04-20 05:03:32 main:574] : INFO : Epoch 1796 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 2361.56 ms [2022-04-20 05:03:34 main:574] : INFO : Epoch 1797 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 2323.74 ms [2022-04-20 05:03:36 main:574] : INFO : Epoch 1798 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 2313.72 ms [2022-04-20 05:03:39 main:574] : INFO : Epoch 1799 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2361.78 ms [2022-04-20 05:03:41 main:574] : INFO : Epoch 1800 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2327.18 ms [2022-04-20 05:03:43 main:574] : INFO : Epoch 1801 | loss: 0.031175 | val_loss: 0.0311791 | Time: 2328.25 ms [2022-04-20 05:03:46 main:574] : INFO : Epoch 1802 | loss: 0.0311743 | val_loss: 0.031178 | Time: 2280.44 ms [2022-04-20 05:03:48 main:574] : INFO : Epoch 1803 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 2292.14 ms [2022-04-20 05:03:50 main:574] : INFO : Epoch 1804 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 2374.18 ms [2022-04-20 05:03:53 main:574] : INFO : Epoch 1805 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 2287.56 ms [2022-04-20 05:03:55 main:574] : INFO : Epoch 1806 | loss: 0.0311744 | val_loss: 0.031178 | Time: 2272.07 ms [2022-04-20 05:03:57 main:574] : INFO : Epoch 1807 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2316.52 ms [2022-04-20 05:03:59 main:574] : INFO : Epoch 1808 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 2303.79 ms [2022-04-20 05:04:02 main:574] : INFO : Epoch 1809 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2279.98 ms [2022-04-20 05:04:04 main:574] : INFO : Epoch 1810 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 2278.47 ms [2022-04-20 05:04:06 main:574] : INFO : Epoch 1811 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 2316.78 ms [2022-04-20 05:04:09 main:574] : INFO : Epoch 1812 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 2298.1 ms [2022-04-20 05:04:11 main:574] : INFO : Epoch 1813 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 2297.07 ms [2022-04-20 05:04:13 main:574] : INFO : Epoch 1814 | loss: 0.0311736 | val_loss: 0.031177 | Time: 2279.9 ms [2022-04-20 05:04:16 main:574] : INFO : Epoch 1815 | loss: 0.031173 | val_loss: 0.0311772 | Time: 2333.01 ms [2022-04-20 05:04:18 main:574] : INFO : Epoch 1816 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 2318.11 ms [2022-04-20 05:04:20 main:574] : INFO : Epoch 1817 | loss: 0.0311726 | val_loss: 0.0311783 | Time: 2278.95 ms [2022-04-20 05:04:23 main:574] : INFO : Epoch 1818 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 2312.77 ms [2022-04-20 05:04:25 main:574] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.031179 | Time: 2300.32 ms [2022-04-20 05:04:27 main:574] : INFO : Epoch 1820 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 2270.45 ms [2022-04-20 05:04:29 main:574] : INFO : Epoch 1821 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 2319.71 ms [2022-04-20 05:04:32 main:574] : INFO : Epoch 1822 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 2313.74 ms [2022-04-20 05:04:34 main:574] : INFO : Epoch 1823 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 2334.8 ms [2022-04-20 05:04:36 main:574] : INFO : Epoch 1824 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 2316.59 ms [2022-04-20 05:04:39 main:574] : INFO : Epoch 1825 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 2350.69 ms [2022-04-20 05:04:41 main:574] : INFO : Epoch 1826 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 2289.91 ms [2022-04-20 05:04:44 main:574] : INFO : Epoch 1827 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 2502.58 ms [2022-04-20 05:04:46 main:574] : INFO : Epoch 1828 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 2262.92 ms [2022-04-20 05:04:48 main:574] : INFO : Epoch 1829 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2307.74 ms [2022-04-20 05:04:51 main:574] : INFO : Epoch 1830 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 2423.33 ms [2022-04-20 05:04:53 main:574] : INFO : Epoch 1831 | loss: 0.031173 | val_loss: 0.0311787 | Time: 2336.87 ms [2022-04-20 05:04:55 main:574] : INFO : Epoch 1832 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 2303.17 ms [2022-04-20 05:04:58 main:574] : INFO : Epoch 1833 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2299.86 ms [2022-04-20 05:05:00 main:574] : INFO : Epoch 1834 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2344.35 ms [2022-04-20 05:05:02 main:574] : INFO : Epoch 1835 | loss: 0.0311735 | val_loss: 0.0311778 | Time: 2318.64 ms [2022-04-20 05:05:05 main:574] : INFO : Epoch 1836 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 2330.86 ms [2022-04-20 05:05:07 main:574] : INFO : Epoch 1837 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 2304.82 ms [2022-04-20 05:05:09 main:574] : INFO : Epoch 1838 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 2252 ms [2022-04-20 05:05:11 main:574] : INFO : Epoch 1839 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 2319.33 ms [2022-04-20 05:05:14 main:574] : INFO : Epoch 1840 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2315.85 ms [2022-04-20 05:05:16 main:574] : INFO : Epoch 1841 | loss: 0.0311723 | val_loss: 0.0311801 | Time: 2226.35 ms [2022-04-20 05:05:18 main:574] : INFO : Epoch 1842 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2322.21 ms [2022-04-20 05:05:21 main:574] : INFO : Epoch 1843 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 2298.38 ms [2022-04-20 05:05:23 main:574] : INFO : Epoch 1844 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 2282.71 ms [2022-04-20 05:05:25 main:574] : INFO : Epoch 1845 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 2253.08 ms [2022-04-20 05:05:28 main:574] : INFO : Epoch 1846 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 2386.94 ms [2022-04-20 05:05:30 main:574] : INFO : Epoch 1847 | loss: 0.0311745 | val_loss: 0.0311883 | Time: 2349.85 ms [2022-04-20 05:05:32 main:574] : INFO : Epoch 1848 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 2313.63 ms [2022-04-20 05:05:35 main:574] : INFO : Epoch 1849 | loss: 0.0324944 | val_loss: 0.0336794 | Time: 2326.01 ms [2022-04-20 05:05:37 main:574] : INFO : Epoch 1850 | loss: 0.0324127 | val_loss: 0.0313262 | Time: 2343.44 ms [2022-04-20 05:05:39 main:574] : INFO : Epoch 1851 | loss: 0.0312917 | val_loss: 0.0312462 | Time: 2306.73 ms [2022-04-20 05:05:42 main:574] : INFO : Epoch 1852 | loss: 0.0312131 | val_loss: 0.0311968 | Time: 2343.11 ms [2022-04-20 05:05:44 main:574] : INFO : Epoch 1853 | loss: 0.0311967 | val_loss: 0.0311916 | Time: 2317.46 ms [2022-04-20 05:05:46 main:574] : INFO : Epoch 1854 | loss: 0.0311931 | val_loss: 0.0311915 | Time: 2373.01 ms [2022-04-20 05:05:49 main:574] : INFO : Epoch 1855 | loss: 0.0311912 | val_loss: 0.0311876 | Time: 2288.45 ms [2022-04-20 05:05:51 main:574] : INFO : Epoch 1856 | loss: 0.0311943 | val_loss: 0.0311869 | Time: 2332.48 ms [2022-04-20 05:05:53 main:574] : INFO : Epoch 1857 | loss: 0.0311872 | val_loss: 0.0311844 | Time: 2257.03 ms [2022-04-20 05:05:55 main:574] : INFO : Epoch 1858 | loss: 0.0311842 | val_loss: 0.031184 | Time: 2320.73 ms [2022-04-20 05:05:58 main:574] : INFO : Epoch 1859 | loss: 0.0311832 | val_loss: 0.0311807 | Time: 2360.53 ms [2022-04-20 05:06:00 main:574] : INFO : Epoch 1860 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 2320.08 ms [2022-04-20 05:06:03 main:574] : INFO : Epoch 1861 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 2326.12 ms [2022-04-20 05:06:05 main:574] : INFO : Epoch 1862 | loss: 0.0311807 | val_loss: 0.0311825 | Time: 2325.68 ms [2022-04-20 05:06:07 main:574] : INFO : Epoch 1863 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 2278.79 ms [2022-04-20 05:06:09 main:574] : INFO : Epoch 1864 | loss: 0.031182 | val_loss: 0.0311915 | Time: 2292.81 ms [2022-04-20 05:06:12 main:574] : INFO : Epoch 1865 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 2301.97 ms [2022-04-20 05:06:14 main:574] : INFO : Epoch 1866 | loss: 0.0311848 | val_loss: 0.0311801 | Time: 2301.57 ms [2022-04-20 05:06:16 main:574] : INFO : Epoch 1867 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2282.61 ms [2022-04-20 05:06:19 main:574] : INFO : Epoch 1868 | loss: 0.0311781 | val_loss: 0.0311862 | Time: 2331.7 ms [2022-04-20 05:06:21 main:574] : INFO : Epoch 1869 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 2342.14 ms [2022-04-20 05:06:23 main:574] : INFO : Epoch 1870 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 2359.36 ms [2022-04-20 05:06:26 main:574] : INFO : Epoch 1871 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 2367.43 ms [2022-04-20 05:06:28 main:574] : INFO : Epoch 1872 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 2345.58 ms [2022-04-20 05:06:30 main:574] : INFO : Epoch 1873 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 2372.97 ms [2022-04-20 05:06:33 main:574] : INFO : Epoch 1874 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 2313.35 ms [2022-04-20 05:06:35 main:574] : INFO : Epoch 1875 | loss: 0.0311754 | val_loss: 0.031178 | Time: 2303.85 ms [2022-04-20 05:06:37 main:574] : INFO : Epoch 1876 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 2298.68 ms [2022-04-20 05:06:40 main:574] : INFO : Epoch 1877 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 2320.58 ms [2022-04-20 05:06:42 main:574] : INFO : Epoch 1878 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2361.24 ms [2022-04-20 05:06:44 main:574] : INFO : Epoch 1879 | loss: 0.0311768 | val_loss: 0.031194 | Time: 2340.59 ms [2022-04-20 05:06:47 main:574] : INFO : Epoch 1880 | loss: 0.0311812 | val_loss: 0.031179 | Time: 2330.53 ms [2022-04-20 05:06:49 main:574] : INFO : Epoch 1881 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 2330.1 ms [2022-04-20 05:06:51 main:574] : INFO : Epoch 1882 | loss: 0.0311746 | val_loss: 0.031179 | Time: 2336.98 ms [2022-04-20 05:06:54 main:574] : INFO : Epoch 1883 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 2288.09 ms [2022-04-20 05:06:56 main:574] : INFO : Epoch 1884 | loss: 0.031175 | val_loss: 0.0311775 | Time: 2307.31 ms [2022-04-20 05:06:58 main:574] : INFO : Epoch 1885 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 2330.42 ms [2022-04-20 05:07:01 main:574] : INFO : Epoch 1886 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 2309.6 ms [2022-04-20 05:07:03 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 2293.96 ms [2022-04-20 05:07:05 main:574] : INFO : Epoch 1888 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 2274.34 ms [2022-04-20 05:07:08 main:574] : INFO : Epoch 1889 | loss: 0.031176 | val_loss: 0.0311773 | Time: 2330.88 ms [2022-04-20 05:07:10 main:574] : INFO : Epoch 1890 | loss: 0.0311754 | val_loss: 0.031178 | Time: 2310.17 ms [2022-04-20 05:07:12 main:574] : INFO : Epoch 1891 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 2333.48 ms [2022-04-20 05:07:15 main:574] : INFO : Epoch 1892 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 2336.3 ms [2022-04-20 05:07:17 main:574] : INFO : Epoch 1893 | loss: 0.031174 | val_loss: 0.031177 | Time: 2368.77 ms [2022-04-20 05:07:19 main:574] : INFO : Epoch 1894 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 2306.14 ms [2022-04-20 05:07:22 main:574] : INFO : Epoch 1895 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 2304.22 ms [2022-04-20 05:07:24 main:574] : INFO : Epoch 1896 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 2384.02 ms [2022-04-20 05:07:26 main:574] : INFO : Epoch 1897 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 2374.49 ms [2022-04-20 05:07:29 main:574] : INFO : Epoch 1898 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 2344.1 ms [2022-04-20 05:07:31 main:574] : INFO : Epoch 1899 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 2330.37 ms [2022-04-20 05:07:33 main:574] : INFO : Epoch 1900 | loss: 0.0311732 | val_loss: 0.031175 | Time: 2303.48 ms [2022-04-20 05:07:36 main:574] : INFO : Epoch 1901 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 2389.83 ms [2022-04-20 05:07:38 main:574] : INFO : Epoch 1902 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 2323.66 ms [2022-04-20 05:07:40 main:574] : INFO : Epoch 1903 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 2362.98 ms [2022-04-20 05:07:43 main:574] : INFO : Epoch 1904 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 2416.48 ms [2022-04-20 05:07:45 main:574] : INFO : Epoch 1905 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 2262.01 ms [2022-04-20 05:07:47 main:574] : INFO : Epoch 1906 | loss: 0.0311739 | val_loss: 0.0311754 | Time: 2299.89 ms [2022-04-20 05:07:50 main:574] : INFO : Epoch 1907 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 2314.06 ms [2022-04-20 05:07:52 main:574] : INFO : Epoch 1908 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 2338.16 ms [2022-04-20 05:07:54 main:574] : INFO : Epoch 1909 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 2316.8 ms [2022-04-20 05:07:57 main:574] : INFO : Epoch 1910 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 2269.46 ms [2022-04-20 05:07:59 main:574] : INFO : Epoch 1911 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 2304.39 ms [2022-04-20 05:08:01 main:574] : INFO : Epoch 1912 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 2329.91 ms [2022-04-20 05:08:04 main:574] : INFO : Epoch 1913 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 2310.31 ms [2022-04-20 05:08:06 main:574] : INFO : Epoch 1914 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 2303.73 ms [2022-04-20 05:08:08 main:574] : INFO : Epoch 1915 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 2284.39 ms [2022-04-20 05:08:11 main:574] : INFO : Epoch 1916 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 2363.24 ms [2022-04-20 05:08:13 main:574] : INFO : Epoch 1917 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 2300.86 ms [2022-04-20 05:08:15 main:574] : INFO : Epoch 1918 | loss: 0.0311734 | val_loss: 0.0311745 | Time: 2322.23 ms [2022-04-20 05:08:18 main:574] : INFO : Epoch 1919 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 2325.38 ms [2022-04-20 05:08:20 main:574] : INFO : Epoch 1920 | loss: 0.0311737 | val_loss: 0.0311843 | Time: 2350.3 ms [2022-04-20 05:08:22 main:574] : INFO : Epoch 1921 | loss: 0.0311834 | val_loss: 0.0311764 | Time: 2332.28 ms [2022-04-20 05:08:25 main:574] : INFO : Epoch 1922 | loss: 0.03118 | val_loss: 0.031182 | Time: 2319.69 ms [2022-04-20 05:08:27 main:574] : INFO : Epoch 1923 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 2308.45 ms [2022-04-20 05:08:29 main:574] : INFO : Epoch 1924 | loss: 0.0311761 | val_loss: 0.0311748 | Time: 2295.96 ms [2022-04-20 05:08:32 main:574] : INFO : Epoch 1925 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 2318.53 ms [2022-04-20 05:08:34 main:574] : INFO : Epoch 1926 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 2356.75 ms [2022-04-20 05:08:36 main:574] : INFO : Epoch 1927 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 2303 ms [2022-04-20 05:08:39 main:574] : INFO : Epoch 1928 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 2297.85 ms [2022-04-20 05:08:41 main:574] : INFO : Epoch 1929 | loss: 0.031174 | val_loss: 0.0311752 | Time: 2357.89 ms [2022-04-20 05:08:43 main:574] : INFO : Epoch 1930 | loss: 0.031174 | val_loss: 0.0311765 | Time: 2310.35 ms [2022-04-20 05:08:46 main:574] : INFO : Epoch 1931 | loss: 0.0311752 | val_loss: 0.031176 | Time: 2343.4 ms [2022-04-20 05:08:48 main:574] : INFO : Epoch 1932 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 2314.88 ms [2022-04-20 05:08:50 main:574] : INFO : Epoch 1933 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 2320.31 ms [2022-04-20 05:08:53 main:574] : INFO : Epoch 1934 | loss: 0.0311771 | val_loss: 0.031177 | Time: 2348.63 ms [2022-04-20 05:08:55 main:574] : INFO : Epoch 1935 | loss: 0.0311768 | val_loss: 0.0311829 | Time: 2328.13 ms [2022-04-20 05:08:57 main:574] : INFO : Epoch 1936 | loss: 0.0311774 | val_loss: 0.031179 | Time: 2310.51 ms [2022-04-20 05:09:00 main:574] : INFO : Epoch 1937 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 2300.7 ms [2022-04-20 05:09:02 main:574] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 2275.22 ms [2022-04-20 05:09:04 main:574] : INFO : Epoch 1939 | loss: 0.0311748 | val_loss: 0.0311765 | Time: 2264.96 ms [2022-04-20 05:09:06 main:574] : INFO : Epoch 1940 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 2343.36 ms [2022-04-20 05:09:09 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 2342.02 ms [2022-04-20 05:09:11 main:574] : INFO : Epoch 1942 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 2332.79 ms [2022-04-20 05:09:13 main:574] : INFO : Epoch 1943 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 2349.7 ms [2022-04-20 05:09:16 main:574] : INFO : Epoch 1944 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 2311.38 ms [2022-04-20 05:09:18 main:574] : INFO : Epoch 1945 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 2316.11 ms [2022-04-20 05:09:20 main:574] : INFO : Epoch 1946 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 2361.45 ms [2022-04-20 05:09:23 main:574] : INFO : Epoch 1947 | loss: 0.031175 | val_loss: 0.0311792 | Time: 2375.54 ms [2022-04-20 05:09:25 main:574] : INFO : Epoch 1948 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 2347.61 ms [2022-04-20 05:09:27 main:574] : INFO : Epoch 1949 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 2308.21 ms [2022-04-20 05:09:30 main:574] : INFO : Epoch 1950 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 2296.15 ms [2022-04-20 05:09:32 main:574] : INFO : Epoch 1951 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 2285.26 ms [2022-04-20 05:09:34 main:574] : INFO : Epoch 1952 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2321.93 ms [2022-04-20 05:09:37 main:574] : INFO : Epoch 1953 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 2381.84 ms [2022-04-20 05:09:39 main:574] : INFO : Epoch 1954 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 2324.07 ms [2022-04-20 05:09:41 main:574] : INFO : Epoch 1955 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 2362.6 ms [2022-04-20 05:09:44 main:574] : INFO : Epoch 1956 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 2557.55 ms [2022-04-20 05:09:46 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.031178 | Time: 2267.88 ms [2022-04-20 05:09:49 main:574] : INFO : Epoch 1958 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 2334.48 ms [2022-04-20 05:09:51 main:574] : INFO : Epoch 1959 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2322.16 ms [2022-04-20 05:09:53 main:574] : INFO : Epoch 1960 | loss: 0.0311741 | val_loss: 0.0311808 | Time: 2301.66 ms [2022-04-20 05:09:56 main:574] : INFO : Epoch 1961 | loss: 0.0311752 | val_loss: 0.0311786 | Time: 2319.44 ms [2022-04-20 05:09:58 main:574] : INFO : Epoch 1962 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 2319.86 ms [2022-04-20 05:10:00 main:574] : INFO : Epoch 1963 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 2310.3 ms [2022-04-20 05:10:03 main:574] : INFO : Epoch 1964 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 2313.25 ms [2022-04-20 05:10:05 main:574] : INFO : Epoch 1965 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 2289.34 ms [2022-04-20 05:10:07 main:574] : INFO : Epoch 1966 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 2312.55 ms [2022-04-20 05:10:09 main:574] : INFO : Epoch 1967 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 2268.67 ms [2022-04-20 05:10:12 main:574] : INFO : Epoch 1968 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 2292.71 ms [2022-04-20 05:10:14 main:574] : INFO : Epoch 1969 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 2302.45 ms [2022-04-20 05:10:16 main:574] : INFO : Epoch 1970 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 2329.21 ms [2022-04-20 05:10:19 main:574] : INFO : Epoch 1971 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2322.03 ms [2022-04-20 05:10:21 main:574] : INFO : Epoch 1972 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 2291.29 ms [2022-04-20 05:10:23 main:574] : INFO : Epoch 1973 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 2263.01 ms [2022-04-20 05:10:26 main:574] : INFO : Epoch 1974 | loss: 0.0311801 | val_loss: 0.0311794 | Time: 2334.95 ms [2022-04-20 05:10:28 main:574] : INFO : Epoch 1975 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 2332.73 ms [2022-04-20 05:10:30 main:574] : INFO : Epoch 1976 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2295.24 ms [2022-04-20 05:10:33 main:574] : INFO : Epoch 1977 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 2313.76 ms [2022-04-20 05:10:35 main:574] : INFO : Epoch 1978 | loss: 0.0311804 | val_loss: 0.0311949 | Time: 2319.86 ms [2022-04-20 05:10:37 main:574] : INFO : Epoch 1979 | loss: 0.031186 | val_loss: 0.0311818 | Time: 2323.19 ms [2022-04-20 05:10:40 main:574] : INFO : Epoch 1980 | loss: 0.031181 | val_loss: 0.0311839 | Time: 2348.61 ms [2022-04-20 05:10:42 main:574] : INFO : Epoch 1981 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 2291.36 ms [2022-04-20 05:10:44 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 2306.3 ms [2022-04-20 05:10:47 main:574] : INFO : Epoch 1983 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 2303.84 ms [2022-04-20 05:10:49 main:574] : INFO : Epoch 1984 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 2300.03 ms [2022-04-20 05:10:51 main:574] : INFO : Epoch 1985 | loss: 0.03118 | val_loss: 0.0311821 | Time: 2307.3 ms [2022-04-20 05:10:53 main:574] : INFO : Epoch 1986 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 2335.37 ms [2022-04-20 05:10:56 main:574] : INFO : Epoch 1987 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 2309.27 ms [2022-04-20 05:10:58 main:574] : INFO : Epoch 1988 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 2273.68 ms [2022-04-20 05:11:00 main:574] : INFO : Epoch 1989 | loss: 0.0311792 | val_loss: 0.0311821 | Time: 2319.4 ms [2022-04-20 05:11:03 main:574] : INFO : Epoch 1990 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 2315.58 ms [2022-04-20 05:11:05 main:574] : INFO : Epoch 1991 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 2335.9 ms [2022-04-20 05:11:07 main:574] : INFO : Epoch 1992 | loss: 0.0311772 | val_loss: 0.03119 | Time: 2303.4 ms [2022-04-20 05:11:10 main:574] : INFO : Epoch 1993 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2344.12 ms [2022-04-20 05:11:12 main:574] : INFO : Epoch 1994 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 2327.76 ms [2022-04-20 05:11:14 main:574] : INFO : Epoch 1995 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 2312.78 ms [2022-04-20 05:11:17 main:574] : INFO : Epoch 1996 | loss: 0.0311762 | val_loss: 0.031185 | Time: 2318.17 ms [2022-04-20 05:11:19 main:574] : INFO : Epoch 1997 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 2315.02 ms [2022-04-20 05:11:21 main:574] : INFO : Epoch 1998 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 2363.6 ms [2022-04-20 05:11:24 main:574] : INFO : Epoch 1999 | loss: 0.0311802 | val_loss: 0.0311798 | Time: 2384.54 ms [2022-04-20 05:11:26 main:574] : INFO : Epoch 2000 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2567.23 ms [2022-04-20 05:11:29 main:574] : INFO : Epoch 2001 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 2322.66 ms [2022-04-20 05:11:31 main:574] : INFO : Epoch 2002 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 2367.83 ms [2022-04-20 05:11:33 main:574] : INFO : Epoch 2003 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 2334.82 ms [2022-04-20 05:11:36 main:574] : INFO : Epoch 2004 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 2338.82 ms [2022-04-20 05:11:38 main:574] : INFO : Epoch 2005 | loss: 0.031179 | val_loss: 0.0311831 | Time: 2358.84 ms [2022-04-20 05:11:40 main:574] : INFO : Epoch 2006 | loss: 0.0311814 | val_loss: 0.0311814 | Time: 2312.98 ms [2022-04-20 05:11:43 main:574] : INFO : Epoch 2007 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 2376.36 ms [2022-04-20 05:11:45 main:574] : INFO : Epoch 2008 | loss: 0.0311775 | val_loss: 0.0311777 | Time: 2293.23 ms [2022-04-20 05:11:47 main:574] : INFO : Epoch 2009 | loss: 0.0311788 | val_loss: 0.0311864 | Time: 2281.78 ms [2022-04-20 05:11:50 main:574] : INFO : Epoch 2010 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 2335.99 ms [2022-04-20 05:11:52 main:574] : INFO : Epoch 2011 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 2287.74 ms [2022-04-20 05:11:54 main:574] : INFO : Epoch 2012 | loss: 0.0311766 | val_loss: 0.0311773 | Time: 2319.51 ms [2022-04-20 05:11:57 main:574] : INFO : Epoch 2013 | loss: 0.0311761 | val_loss: 0.0311774 | Time: 2332.06 ms [2022-04-20 05:11:59 main:574] : INFO : Epoch 2014 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 2348.66 ms [2022-04-20 05:12:01 main:574] : INFO : Epoch 2015 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 2307.54 ms [2022-04-20 05:12:04 main:574] : INFO : Epoch 2016 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 2318.38 ms [2022-04-20 05:12:06 main:574] : INFO : Epoch 2017 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 2261.73 ms [2022-04-20 05:12:08 main:574] : INFO : Epoch 2018 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 2309.7 ms [2022-04-20 05:12:11 main:574] : INFO : Epoch 2019 | loss: 0.031175 | val_loss: 0.0311813 | Time: 2338.45 ms [2022-04-20 05:12:13 main:574] : INFO : Epoch 2020 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 2309.05 ms [2022-04-20 05:12:15 main:574] : INFO : Epoch 2021 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 2285.94 ms [2022-04-20 05:12:18 main:574] : INFO : Epoch 2022 | loss: 0.0311768 | val_loss: 0.0311784 | Time: 2333.23 ms [2022-04-20 05:12:20 main:574] : INFO : Epoch 2023 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 2335.43 ms [2022-04-20 05:12:22 main:574] : INFO : Epoch 2024 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 2307.86 ms [2022-04-20 05:12:24 main:574] : INFO : Epoch 2025 | loss: 0.0311768 | val_loss: 0.031182 | Time: 2272.62 ms [2022-04-20 05:12:27 main:574] : INFO : Epoch 2026 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 2287.5 ms [2022-04-20 05:12:29 main:574] : INFO : Epoch 2027 | loss: 0.031177 | val_loss: 0.0311821 | Time: 2285.45 ms [2022-04-20 05:12:31 main:574] : INFO : Epoch 2028 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 2334.21 ms [2022-04-20 05:12:34 main:574] : INFO : Epoch 2029 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 2338.46 ms [2022-04-20 05:12:36 main:574] : INFO : Epoch 2030 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 2294.46 ms [2022-04-20 05:12:38 main:574] : INFO : Epoch 2031 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2325.48 ms [2022-04-20 05:12:41 main:574] : INFO : Epoch 2032 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 2323.8 ms [2022-04-20 05:12:43 main:574] : INFO : Epoch 2033 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 2323.15 ms [2022-04-20 05:12:45 main:574] : INFO : Epoch 2034 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 2300.45 ms [2022-04-20 05:12:48 main:574] : INFO : Epoch 2035 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2292.49 ms [2022-04-20 05:12:50 main:574] : INFO : Epoch 2036 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 2319.47 ms [2022-04-20 05:12:52 main:574] : INFO : Epoch 2037 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2322.94 ms [2022-04-20 05:12:55 main:574] : INFO : Epoch 2038 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 2320.49 ms [2022-04-20 05:12:57 main:574] : INFO : Epoch 2039 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 2311.28 ms [2022-04-20 05:12:59 main:574] : INFO : Epoch 2040 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 2360.2 ms [2022-04-20 05:13:02 main:574] : INFO : Epoch 2041 | loss: 0.0311792 | val_loss: 0.03118 | Time: 2362.74 ms [2022-04-20 05:13:04 main:574] : INFO : Epoch 2042 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 2306.53 ms [2022-04-20 05:13:06 main:574] : INFO : Epoch 2043 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 2313.11 ms [2022-04-20 05:13:09 main:574] : INFO : Epoch 2044 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 2323.67 ms [2022-04-20 05:13:11 main:574] : INFO : Epoch 2045 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 2330.05 ms [2022-04-20 05:13:13 main:574] : INFO : Epoch 2046 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2310.76 ms [2022-04-20 05:13:16 main:574] : INFO : Epoch 2047 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2341.45 ms [2022-04-20 05:13:18 main:574] : INFO : Epoch 2048 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 2281.75 ms [2022-04-20 05:13:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813 [2022-04-20 05:13:18 main:603] : INFO : Saving end state to config to file [2022-04-20 05:13:18 main:608] : INFO : Success, exiting.. 05:13:18 (18984): 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)