Task 14624258
| Name | ParityModified-1647043214-8972-3-0_1 |
| Workunit | 11613192 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 15:44:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 12 min 35 sec |
| CPU time | 1 hours 12 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 4-19 16:26:37 main:581] : INFO : Epoch 1538 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 2044.3 ms [2022-04-19 16:26:39 main:581] : INFO : Epoch 1539 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 2089.01 ms [2022-04-19 16:26:41 main:581] : INFO : Epoch 1540 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 2053.41 ms [2022-04-19 16:26:43 main:581] : INFO : Epoch 1541 | loss: 0.0311812 | val_loss: 0.0311776 | Time: 2136.42 ms [2022-04-19 16:26:46 main:581] : INFO : Epoch 1542 | loss: 0.0311784 | val_loss: 0.0311776 | Time: 2125.35 ms [2022-04-19 16:26:48 main:581] : INFO : Epoch 1543 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 2091.4 ms [2022-04-19 16:26:50 main:581] : INFO : Epoch 1544 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 2103.48 ms [2022-04-19 16:26:52 main:581] : INFO : Epoch 1545 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 2114.02 ms [2022-04-19 16:26:54 main:581] : INFO : Epoch 1546 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 2091.06 ms [2022-04-19 16:26:56 main:581] : INFO : Epoch 1547 | loss: 0.031176 | val_loss: 0.0311779 | Time: 2118.09 ms [2022-04-19 16:26:58 main:581] : INFO : Epoch 1548 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2103.14 ms [2022-04-19 16:27:00 main:581] : INFO : Epoch 1549 | loss: 0.0311775 | val_loss: 0.031177 | Time: 2115.48 ms [2022-04-19 16:27:02 main:581] : INFO : Epoch 1550 | loss: 0.0311775 | val_loss: 0.0311748 | Time: 2114.7 ms [2022-04-19 16:27:05 main:581] : INFO : Epoch 1551 | loss: 0.0311761 | val_loss: 0.0311752 | Time: 2152.15 ms [2022-04-19 16:27:07 main:581] : INFO : Epoch 1552 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 2091.06 ms [2022-04-19 16:27:09 main:581] : INFO : Epoch 1553 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2085.58 ms [2022-04-19 16:27:11 main:581] : INFO : Epoch 1554 | loss: 0.0311738 | val_loss: 0.0311759 | Time: 2089.56 ms [2022-04-19 16:27:13 main:581] : INFO : Epoch 1555 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 2102.81 ms [2022-04-19 16:27:15 main:581] : INFO : Epoch 1556 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 2089.21 ms [2022-04-19 16:27:17 main:581] : INFO : Epoch 1557 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 2109.02 ms [2022-04-19 16:27:19 main:581] : INFO : Epoch 1558 | loss: 0.031175 | val_loss: 0.0311769 | Time: 2076.62 ms [2022-04-19 16:27:21 main:581] : INFO : Epoch 1559 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 2116.71 ms [2022-04-19 16:27:23 main:581] : INFO : Epoch 1560 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 2093.38 ms [2022-04-19 16:27:25 main:581] : INFO : Epoch 1561 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 2053.54 ms [2022-04-19 16:27:28 main:581] : INFO : Epoch 1562 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 2080.17 ms [2022-04-19 16:27:30 main:581] : INFO : Epoch 1563 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 2093.99 ms [2022-04-19 16:27:32 main:581] : INFO : Epoch 1564 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 2091.58 ms [2022-04-19 16:27:34 main:581] : INFO : Epoch 1565 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 2084.88 ms [2022-04-19 16:27:36 main:581] : INFO : Epoch 1566 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 2092.03 ms [2022-04-19 16:27:38 main:581] : INFO : Epoch 1567 | loss: 0.0311725 | val_loss: 0.0311815 | Time: 2082.8 ms [2022-04-19 16:27:40 main:581] : INFO : Epoch 1568 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 2067.53 ms [2022-04-19 16:27:42 main:581] : INFO : Epoch 1569 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 2076.37 ms [2022-04-19 16:27:44 main:581] : INFO : Epoch 1570 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 2104.66 ms [2022-04-19 16:27:46 main:581] : INFO : Epoch 1571 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 2083.42 ms [2022-04-19 16:27:48 main:581] : INFO : Epoch 1572 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 2122.22 ms [2022-04-19 16:27:51 main:581] : INFO : Epoch 1573 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 2140.95 ms [2022-04-19 16:27:53 main:581] : INFO : Epoch 1574 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 2083.69 ms [2022-04-19 16:27:55 main:581] : INFO : Epoch 1575 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 2106.2 ms [2022-04-19 16:27:57 main:581] : INFO : Epoch 1576 | loss: 0.0311706 | val_loss: 0.031178 | Time: 2104.05 ms [2022-04-19 16:27:59 main:581] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.03118 | Time: 2106.75 ms [2022-04-19 16:28:01 main:581] : INFO : Epoch 1578 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 2131 ms [2022-04-19 16:28:03 main:581] : INFO : Epoch 1579 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 2081.68 ms [2022-04-19 16:28:05 main:581] : INFO : Epoch 1580 | loss: 0.031175 | val_loss: 0.0312001 | Time: 2094.68 ms [2022-04-19 16:28:07 main:581] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 2132.47 ms [2022-04-19 16:28:10 main:581] : INFO : Epoch 1582 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 2134.81 ms [2022-04-19 16:28:12 main:581] : INFO : Epoch 1583 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2078.68 ms [2022-04-19 16:28:14 main:581] : INFO : Epoch 1584 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 2053.38 ms [2022-04-19 16:28:16 main:581] : INFO : Epoch 1585 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 2136.41 ms [2022-04-19 16:28:18 main:581] : INFO : Epoch 1586 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 2114.09 ms [2022-04-19 16:28:20 main:581] : INFO : Epoch 1587 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 2100.94 ms [2022-04-19 16:28:22 main:581] : INFO : Epoch 1588 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 2127.07 ms [2022-04-19 16:28:24 main:581] : INFO : Epoch 1589 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2088.08 ms [2022-04-19 16:28:26 main:581] : INFO : Epoch 1590 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 2062.66 ms [2022-04-19 16:28:28 main:581] : INFO : Epoch 1591 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 2132.98 ms [2022-04-19 16:28:31 main:581] : INFO : Epoch 1592 | loss: 0.0311709 | val_loss: 0.031177 | Time: 2107.89 ms [2022-04-19 16:28:33 main:581] : INFO : Epoch 1593 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 2142.56 ms [2022-04-19 16:28:35 main:581] : INFO : Epoch 1594 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2053.23 ms [2022-04-19 16:28:37 main:581] : INFO : Epoch 1595 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 2079.11 ms [2022-04-19 16:28:39 main:581] : INFO : Epoch 1596 | loss: 0.031173 | val_loss: 0.0311768 | Time: 2060.64 ms [2022-04-19 16:28:41 main:581] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 2070.82 ms [2022-04-19 16:28:43 main:581] : INFO : Epoch 1598 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 2072.58 ms [2022-04-19 16:28:45 main:581] : INFO : Epoch 1599 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 2067.18 ms [2022-04-19 16:28:47 main:581] : INFO : Epoch 1600 | loss: 0.0311717 | val_loss: 0.0311741 | Time: 2091.59 ms [2022-04-19 16:28:49 main:581] : INFO : Epoch 1601 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 2098.62 ms [2022-04-19 16:28:51 main:581] : INFO : Epoch 1602 | loss: 0.0311797 | val_loss: 0.031184 | Time: 2092.46 ms [2022-04-19 16:28:54 main:581] : INFO : Epoch 1603 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 2117.03 ms [2022-04-19 16:28:56 main:581] : INFO : Epoch 1604 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 2092.68 ms [2022-04-19 16:28:58 main:581] : INFO : Epoch 1605 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 2107.43 ms [2022-04-19 16:29:00 main:581] : INFO : Epoch 1606 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 2176.6 ms [2022-04-19 16:29:02 main:581] : INFO : Epoch 1607 | loss: 0.0311694 | val_loss: 0.031174 | Time: 2109.76 ms [2022-04-19 16:29:04 main:581] : INFO : Epoch 1608 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 2116.57 ms [2022-04-19 16:29:06 main:581] : INFO : Epoch 1609 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2158.33 ms [2022-04-19 16:29:08 main:581] : INFO : Epoch 1610 | loss: 0.03117 | val_loss: 0.0311778 | Time: 2113.08 ms [2022-04-19 16:29:11 main:581] : INFO : Epoch 1611 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 2105.94 ms [2022-04-19 16:29:13 main:581] : INFO : Epoch 1612 | loss: 0.0311678 | val_loss: 0.031176 | Time: 2095.13 ms [2022-04-19 16:29:15 main:581] : INFO : Epoch 1613 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 2115.64 ms [2022-04-19 16:29:17 main:581] : INFO : Epoch 1614 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 2100.91 ms [2022-04-19 16:29:19 main:581] : INFO : Epoch 1615 | loss: 0.0311709 | val_loss: 0.0311787 | Time: 2057.33 ms [2022-04-19 16:29:21 main:581] : INFO : Epoch 1616 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 2043.42 ms [2022-04-19 16:29:23 main:581] : INFO : Epoch 1617 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 2052.23 ms [2022-04-19 16:29:25 main:581] : INFO : Epoch 1618 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 2052.91 ms [2022-04-19 16:29:27 main:581] : INFO : Epoch 1619 | loss: 0.0311694 | val_loss: 0.031177 | Time: 2064.66 ms [2022-04-19 16:29:29 main:581] : INFO : Epoch 1620 | loss: 0.0311698 | val_loss: 0.0311833 | Time: 2073.82 ms [2022-04-19 16:29:31 main:581] : INFO : Epoch 1621 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 2075.79 ms [2022-04-19 16:29:33 main:581] : INFO : Epoch 1622 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2132.14 ms [2022-04-19 16:29:35 main:581] : INFO : Epoch 1623 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 2071.44 ms [2022-04-19 16:29:38 main:581] : INFO : Epoch 1624 | loss: 0.0311661 | val_loss: 0.031175 | Time: 2085.22 ms [2022-04-19 16:29:40 main:581] : INFO : Epoch 1625 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 2046.45 ms [2022-04-19 16:29:42 main:581] : INFO : Epoch 1626 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 2059.6 ms [2022-04-19 16:29:44 main:581] : INFO : Epoch 1627 | loss: 0.0311701 | val_loss: 0.0311812 | Time: 2074.6 ms [2022-04-19 16:29:46 main:581] : INFO : Epoch 1628 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 2083.8 ms [2022-04-19 16:29:48 main:581] : INFO : Epoch 1629 | loss: 0.0311705 | val_loss: 0.0311771 | Time: 2075.28 ms [2022-04-19 16:29:50 main:581] : INFO : Epoch 1630 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 2083.83 ms [2022-04-19 16:29:52 main:581] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 2081.74 ms [2022-04-19 16:29:54 main:581] : INFO : Epoch 1632 | loss: 0.031169 | val_loss: 0.0311769 | Time: 2047.34 ms [2022-04-19 16:29:56 main:581] : INFO : Epoch 1633 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 2085.12 ms [2022-04-19 16:29:58 main:581] : INFO : Epoch 1634 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 2089.94 ms [2022-04-19 16:30:00 main:581] : INFO : Epoch 1635 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 2117.59 ms [2022-04-19 16:30:03 main:581] : INFO : Epoch 1636 | loss: 0.0311675 | val_loss: 0.0311748 | Time: 2124.45 ms [2022-04-19 16:30:05 main:581] : INFO : Epoch 1637 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 2117.23 ms [2022-04-19 16:30:07 main:581] : INFO : Epoch 1638 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 2071.11 ms [2022-04-19 16:30:09 main:581] : INFO : Epoch 1639 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 2103.87 ms [2022-04-19 16:30:11 main:581] : INFO : Epoch 1640 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 2096.83 ms [2022-04-19 16:30:13 main:581] : INFO : Epoch 1641 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 2054.21 ms [2022-04-19 16:30:15 main:581] : INFO : Epoch 1642 | loss: 0.031169 | val_loss: 0.0311764 | Time: 2070.09 ms [2022-04-19 16:30:17 main:581] : INFO : Epoch 1643 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 2103.85 ms [2022-04-19 16:30:19 main:581] : INFO : Epoch 1644 | loss: 0.0311662 | val_loss: 0.031176 | Time: 2126.38 ms [2022-04-19 16:30:21 main:581] : INFO : Epoch 1645 | loss: 0.0311656 | val_loss: 0.031177 | Time: 2091.12 ms [2022-04-19 16:30:23 main:581] : INFO : Epoch 1646 | loss: 0.0311677 | val_loss: 0.0311822 | Time: 2124.36 ms [2022-04-19 16:30:26 main:581] : INFO : Epoch 1647 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 2105.69 ms [2022-04-19 16:30:28 main:581] : INFO : Epoch 1648 | loss: 0.031166 | val_loss: 0.0311777 | Time: 2087.45 ms [2022-04-19 16:30:30 main:581] : INFO : Epoch 1649 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 2107.66 ms [2022-04-19 16:30:32 main:581] : INFO : Epoch 1650 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 2116.93 ms [2022-04-19 16:30:34 main:581] : INFO : Epoch 1651 | loss: 0.0311667 | val_loss: 0.0311786 | Time: 2079.34 ms [2022-04-19 16:30:36 main:581] : INFO : Epoch 1652 | loss: 0.0311706 | val_loss: 0.0311797 | Time: 2155.22 ms [2022-04-19 16:30:38 main:581] : INFO : Epoch 1653 | loss: 0.031171 | val_loss: 0.031179 | Time: 2141.45 ms [2022-04-19 16:30:40 main:581] : INFO : Epoch 1654 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 2145.32 ms [2022-04-19 16:30:43 main:581] : INFO : Epoch 1655 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 2139.2 ms [2022-04-19 16:30:45 main:581] : INFO : Epoch 1656 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 2134.67 ms [2022-04-19 16:30:47 main:581] : INFO : Epoch 1657 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 2094.05 ms [2022-04-19 16:30:49 main:581] : INFO : Epoch 1658 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 2119.08 ms [2022-04-19 16:30:51 main:581] : INFO : Epoch 1659 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 2069.58 ms [2022-04-19 16:30:53 main:581] : INFO : Epoch 1660 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 2105.54 ms [2022-04-19 16:30:55 main:581] : INFO : Epoch 1661 | loss: 0.031169 | val_loss: 0.0311804 | Time: 2109.17 ms [2022-04-19 16:30:57 main:581] : INFO : Epoch 1662 | loss: 0.0311706 | val_loss: 0.031181 | Time: 2122.29 ms [2022-04-19 16:30:59 main:581] : INFO : Epoch 1663 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2123.07 ms [2022-04-19 16:31:02 main:581] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311753 | Time: 2080.18 ms [2022-04-19 16:31:04 main:581] : INFO : Epoch 1665 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2082.01 ms [2022-04-19 16:31:06 main:581] : INFO : Epoch 1666 | loss: 0.0311661 | val_loss: 0.031177 | Time: 2126.42 ms [2022-04-19 16:31:08 main:581] : INFO : Epoch 1667 | loss: 0.0311663 | val_loss: 0.03118 | Time: 2065.57 ms [2022-04-19 16:31:10 main:581] : INFO : Epoch 1668 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 2143.37 ms [2022-04-19 16:31:12 main:581] : INFO : Epoch 1669 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 2112.29 ms [2022-04-19 16:31:14 main:581] : INFO : Epoch 1670 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 2171.45 ms [2022-04-19 16:31:16 main:581] : INFO : Epoch 1671 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2132.22 ms [2022-04-19 16:31:18 main:581] : INFO : Epoch 1672 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 2145.4 ms [2022-04-19 16:31:21 main:581] : INFO : Epoch 1673 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 2166.49 ms [2022-04-19 16:31:23 main:581] : INFO : Epoch 1674 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 2117.95 ms [2022-04-19 16:31:25 main:581] : INFO : Epoch 1675 | loss: 0.0311718 | val_loss: 0.0311745 | Time: 2093.62 ms [2022-04-19 16:31:27 main:581] : INFO : Epoch 1676 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 2096.85 ms [2022-04-19 16:31:29 main:581] : INFO : Epoch 1677 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 2101.91 ms [2022-04-19 16:31:31 main:581] : INFO : Epoch 1678 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 2112.81 ms [2022-04-19 16:31:33 main:581] : INFO : Epoch 1679 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 2112.39 ms [2022-04-19 16:31:35 main:581] : INFO : Epoch 1680 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 2065.36 ms [2022-04-19 16:31:38 main:581] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 2135.53 ms [2022-04-19 16:31:40 main:581] : INFO : Epoch 1682 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 2152.07 ms [2022-04-19 16:31:42 main:581] : INFO : Epoch 1683 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 2133.9 ms [2022-04-19 16:31:44 main:581] : INFO : Epoch 1684 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 2117.67 ms [2022-04-19 16:31:46 main:581] : INFO : Epoch 1685 | loss: 0.0311688 | val_loss: 0.031177 | Time: 2122.89 ms [2022-04-19 16:31:48 main:581] : INFO : Epoch 1686 | loss: 0.0311662 | val_loss: 0.0311753 | Time: 2137.74 ms [2022-04-19 16:31:50 main:581] : INFO : Epoch 1687 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 2128.67 ms [2022-04-19 16:31:52 main:581] : INFO : Epoch 1688 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 2153.98 ms [2022-04-19 16:31:55 main:581] : INFO : Epoch 1689 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 2125.5 ms [2022-04-19 16:31:57 main:581] : INFO : Epoch 1690 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 2116.02 ms [2022-04-19 16:31:59 main:581] : INFO : Epoch 1691 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 2162.45 ms [2022-04-19 16:32:01 main:581] : INFO : Epoch 1692 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 2149.01 ms [2022-04-19 16:32:03 main:581] : INFO : Epoch 1693 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 2142.67 ms [2022-04-19 16:32:05 main:581] : INFO : Epoch 1694 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 2120.24 ms [2022-04-19 16:32:07 main:581] : INFO : Epoch 1695 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 2136.53 ms [2022-04-19 16:32:10 main:581] : INFO : Epoch 1696 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 2125.16 ms [2022-04-19 16:32:12 main:581] : INFO : Epoch 1697 | loss: 0.0311649 | val_loss: 0.0311797 | Time: 2128.38 ms [2022-04-19 16:32:14 main:581] : INFO : Epoch 1698 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 2112.15 ms [2022-04-19 16:32:16 main:581] : INFO : Epoch 1699 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 2127 ms [2022-04-19 16:32:18 main:581] : INFO : Epoch 1700 | loss: 0.0311673 | val_loss: 0.031178 | Time: 2145.11 ms [2022-04-19 16:32:20 main:581] : INFO : Epoch 1701 | loss: 0.031165 | val_loss: 0.0311814 | Time: 2112.9 ms [2022-04-19 16:32:22 main:581] : INFO : Epoch 1702 | loss: 0.0311652 | val_loss: 0.0311777 | Time: 2145.79 ms [2022-04-19 16:32:24 main:581] : INFO : Epoch 1703 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 2129.97 ms [2022-04-19 16:32:27 main:581] : INFO : Epoch 1704 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 2124.08 ms [2022-04-19 16:32:29 main:581] : INFO : Epoch 1705 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 2126.88 ms [2022-04-19 16:32:31 main:581] : INFO : Epoch 1706 | loss: 0.0311678 | val_loss: 0.031181 | Time: 2131.76 ms [2022-04-19 16:32:33 main:581] : INFO : Epoch 1707 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 2134.25 ms [2022-04-19 16:32:35 main:581] : INFO : Epoch 1708 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 2080.16 ms [2022-04-19 16:32:37 main:581] : INFO : Epoch 1709 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 2129.32 ms [2022-04-19 16:32:39 main:581] : INFO : Epoch 1710 | loss: 0.0311799 | val_loss: 0.031186 | Time: 2145.5 ms [2022-04-19 16:32:41 main:581] : INFO : Epoch 1711 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 2103.03 ms [2022-04-19 16:32:44 main:581] : INFO : Epoch 1712 | loss: 0.031193 | val_loss: 0.0311921 | Time: 2170.05 ms [2022-04-19 16:32:46 main:581] : INFO : Epoch 1713 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 2118.51 ms [2022-04-19 16:32:48 main:581] : INFO : Epoch 1714 | loss: 0.0311905 | val_loss: 0.0311877 | Time: 2171.45 ms [2022-04-19 16:32:50 main:581] : INFO : Epoch 1715 | loss: 0.0311854 | val_loss: 0.0311889 | Time: 2147.3 ms [2022-04-19 16:32:52 main:581] : INFO : Epoch 1716 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 2151.16 ms [2022-04-19 16:32:54 main:581] : INFO : Epoch 1717 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 2125.94 ms [2022-04-19 16:32:56 main:581] : INFO : Epoch 1718 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 2137.25 ms [2022-04-19 16:32:59 main:581] : INFO : Epoch 1719 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 2175.52 ms [2022-04-19 16:33:01 main:581] : INFO : Epoch 1720 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 2186.95 ms [2022-04-19 16:33:03 main:581] : INFO : Epoch 1721 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 2114.72 ms [2022-04-19 16:33:05 main:581] : INFO : Epoch 1722 | loss: 0.0311807 | val_loss: 0.031184 | Time: 2143.41 ms [2022-04-19 16:33:07 main:581] : INFO : Epoch 1723 | loss: 0.0311818 | val_loss: 0.031183 | Time: 2130.95 ms [2022-04-19 16:33:09 main:581] : INFO : Epoch 1724 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 2109.52 ms [2022-04-19 16:33:11 main:581] : INFO : Epoch 1725 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 2108.86 ms [2022-04-19 16:33:14 main:581] : INFO : Epoch 1726 | loss: 0.0311786 | val_loss: 0.0311892 | Time: 2118.71 ms [2022-04-19 16:33:16 main:581] : INFO : Epoch 1727 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 2111.94 ms [2022-04-19 16:33:18 main:581] : INFO : Epoch 1728 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 2124.28 ms [2022-04-19 16:33:20 main:581] : INFO : Epoch 1729 | loss: 0.0311768 | val_loss: 0.0311787 | Time: 2107.85 ms [2022-04-19 16:33:22 main:581] : INFO : Epoch 1730 | loss: 0.0311781 | val_loss: 0.0311787 | Time: 2126.07 ms [2022-04-19 16:33:24 main:581] : INFO : Epoch 1731 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 2106.45 ms [2022-04-19 16:33:26 main:581] : INFO : Epoch 1732 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 2157.32 ms [2022-04-19 16:33:28 main:581] : INFO : Epoch 1733 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 2174.89 ms [2022-04-19 16:33:31 main:581] : INFO : Epoch 1734 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 2152.21 ms [2022-04-19 16:33:33 main:581] : INFO : Epoch 1735 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 2181.37 ms [2022-04-19 16:33:35 main:581] : INFO : Epoch 1736 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 2111.95 ms [2022-04-19 16:33:37 main:581] : INFO : Epoch 1737 | loss: 0.0311765 | val_loss: 0.0311776 | Time: 2122.71 ms [2022-04-19 16:33:39 main:581] : INFO : Epoch 1738 | loss: 0.031175 | val_loss: 0.0311782 | Time: 2135.24 ms [2022-04-19 16:33:41 main:581] : INFO : Epoch 1739 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 2108.19 ms [2022-04-19 16:33:43 main:581] : INFO : Epoch 1740 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 2139.61 ms [2022-04-19 16:33:46 main:581] : INFO : Epoch 1741 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 2122.32 ms [2022-04-19 16:33:48 main:581] : INFO : Epoch 1742 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 2157.24 ms [2022-04-19 16:33:50 main:581] : INFO : Epoch 1743 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 2128.96 ms [2022-04-19 16:33:52 main:581] : INFO : Epoch 1744 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 2127.15 ms [2022-04-19 16:33:54 main:581] : INFO : Epoch 1745 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 2124.83 ms [2022-04-19 16:33:56 main:581] : INFO : Epoch 1746 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2157.62 ms [2022-04-19 16:33:58 main:581] : INFO : Epoch 1747 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 2152.8 ms [2022-04-19 16:34:01 main:581] : INFO : Epoch 1748 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 2143.04 ms [2022-04-19 16:34:03 main:581] : INFO : Epoch 1749 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 2201.58 ms [2022-04-19 16:34:05 main:581] : INFO : Epoch 1750 | loss: 0.0311742 | val_loss: 0.0311869 | Time: 2169.45 ms [2022-04-19 16:34:07 main:581] : INFO : Epoch 1751 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 2148.59 ms [2022-04-19 16:34:09 main:581] : INFO : Epoch 1752 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 2143.82 ms [2022-04-19 16:34:11 main:581] : INFO : Epoch 1753 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 2147.91 ms [2022-04-19 16:34:13 main:581] : INFO : Epoch 1754 | loss: 0.031172 | val_loss: 0.0311789 | Time: 2127.2 ms [2022-04-19 16:34:16 main:581] : INFO : Epoch 1755 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 2095.96 ms [2022-04-19 16:34:18 main:581] : INFO : Epoch 1756 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 2167.41 ms [2022-04-19 16:34:20 main:581] : INFO : Epoch 1757 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 2137.35 ms [2022-04-19 16:34:22 main:581] : INFO : Epoch 1758 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 2173.95 ms [2022-04-19 16:34:24 main:581] : INFO : Epoch 1759 | loss: 0.0311723 | val_loss: 0.031177 | Time: 2134.25 ms [2022-04-19 16:34:26 main:581] : INFO : Epoch 1760 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2105.11 ms [2022-04-19 16:34:28 main:581] : INFO : Epoch 1761 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 2135.77 ms [2022-04-19 16:34:31 main:581] : INFO : Epoch 1762 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 2164.3 ms [2022-04-19 16:34:33 main:581] : INFO : Epoch 1763 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 2176.31 ms [2022-04-19 16:34:35 main:581] : INFO : Epoch 1764 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 2159.7 ms [2022-04-19 16:34:37 main:581] : INFO : Epoch 1765 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 2128.8 ms [2022-04-19 16:34:39 main:581] : INFO : Epoch 1766 | loss: 0.0311715 | val_loss: 0.03118 | Time: 2108.53 ms [2022-04-19 16:34:41 main:581] : INFO : Epoch 1767 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 2075.69 ms [2022-04-19 16:34:43 main:581] : INFO : Epoch 1768 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 2091.4 ms [2022-04-19 16:34:45 main:581] : INFO : Epoch 1769 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2121.39 ms [2022-04-19 16:34:48 main:581] : INFO : Epoch 1770 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 2112.88 ms [2022-04-19 16:34:50 main:581] : INFO : Epoch 1771 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2103.33 ms [2022-04-19 16:34:52 main:581] : INFO : Epoch 1772 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 2153.25 ms [2022-04-19 16:34:54 main:581] : INFO : Epoch 1773 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 2124.7 ms [2022-04-19 16:34:56 main:581] : INFO : Epoch 1774 | loss: 0.031173 | val_loss: 0.031182 | Time: 2131.92 ms [2022-04-19 16:34:58 main:581] : INFO : Epoch 1775 | loss: 0.031174 | val_loss: 0.0311782 | Time: 2131.61 ms [2022-04-19 16:35:00 main:581] : INFO : Epoch 1776 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 2175.32 ms [2022-04-19 16:35:03 main:581] : INFO : Epoch 1777 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 2142.24 ms [2022-04-19 16:35:05 main:581] : INFO : Epoch 1778 | loss: 0.031177 | val_loss: 0.0311788 | Time: 2114.08 ms [2022-04-19 16:35:07 main:581] : INFO : Epoch 1779 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2076.93 ms [2022-04-19 16:35:09 main:581] : INFO : Epoch 1780 | loss: 0.0311769 | val_loss: 0.0311766 | Time: 2085.78 ms [2022-04-19 16:35:11 main:581] : INFO : Epoch 1781 | loss: 0.031176 | val_loss: 0.0311772 | Time: 2089.89 ms [2022-04-19 16:35:13 main:581] : INFO : Epoch 1782 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 2079.73 ms [2022-04-19 16:35:15 main:581] : INFO : Epoch 1783 | loss: 0.031178 | val_loss: 0.0311801 | Time: 2112.27 ms [2022-04-19 16:35:17 main:581] : INFO : Epoch 1784 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 2124.18 ms [2022-04-19 16:35:19 main:581] : INFO : Epoch 1785 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 2120.79 ms [2022-04-19 16:35:21 main:581] : INFO : Epoch 1786 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 2087.86 ms [2022-04-19 16:35:23 main:581] : INFO : Epoch 1787 | loss: 0.031178 | val_loss: 0.0311826 | Time: 2036.65 ms [2022-04-19 16:35:26 main:581] : INFO : Epoch 1788 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2072.7 ms [2022-04-19 16:35:28 main:581] : INFO : Epoch 1789 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 2083.52 ms [2022-04-19 16:35:30 main:581] : INFO : Epoch 1790 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 2072.44 ms [2022-04-19 16:35:32 main:581] : INFO : Epoch 1791 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 2143.2 ms [2022-04-19 16:35:34 main:581] : INFO : Epoch 1792 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 2055.98 ms [2022-04-19 16:35:36 main:581] : INFO : Epoch 1793 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 2061.3 ms [2022-04-19 16:35:38 main:581] : INFO : Epoch 1794 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 2058.99 ms [2022-04-19 16:35:40 main:581] : INFO : Epoch 1795 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 2105.82 ms [2022-04-19 16:35:42 main:581] : INFO : Epoch 1796 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 2089.72 ms [2022-04-19 16:35:44 main:581] : INFO : Epoch 1797 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 2120.8 ms [2022-04-19 16:35:46 main:581] : INFO : Epoch 1798 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 2117.33 ms [2022-04-19 16:35:49 main:581] : INFO : Epoch 1799 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 2100.75 ms [2022-04-19 16:35:51 main:581] : INFO : Epoch 1800 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2103.65 ms [2022-04-19 16:35:53 main:581] : INFO : Epoch 1801 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 2106.08 ms [2022-04-19 16:35:55 main:581] : INFO : Epoch 1802 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 2060.38 ms [2022-04-19 16:35:57 main:581] : INFO : Epoch 1803 | loss: 0.0311737 | val_loss: 0.031178 | Time: 2057.4 ms [2022-04-19 16:35:59 main:581] : INFO : Epoch 1804 | loss: 0.031173 | val_loss: 0.0311807 | Time: 2040.27 ms [2022-04-19 16:36:01 main:581] : INFO : Epoch 1805 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 2144.4 ms [2022-04-19 16:36:03 main:581] : INFO : Epoch 1806 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 2122.83 ms [2022-04-19 16:36:05 main:581] : INFO : Epoch 1807 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 2146.6 ms [2022-04-19 16:36:07 main:581] : INFO : Epoch 1808 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 2128.98 ms [2022-04-19 16:36:10 main:581] : INFO : Epoch 1809 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 2083.53 ms [2022-04-19 16:36:12 main:581] : INFO : Epoch 1810 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 2115.23 ms [2022-04-19 16:36:14 main:581] : INFO : Epoch 1811 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 2089.41 ms [2022-04-19 16:36:16 main:581] : INFO : Epoch 1812 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 2136.75 ms [2022-04-19 16:36:18 main:581] : INFO : Epoch 1813 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 2160.05 ms [2022-04-19 16:36:20 main:581] : INFO : Epoch 1814 | loss: 0.0311757 | val_loss: 0.03118 | Time: 2143.59 ms [2022-04-19 16:36:22 main:581] : INFO : Epoch 1815 | loss: 0.0311763 | val_loss: 0.031181 | Time: 2150.45 ms [2022-04-19 16:36:24 main:581] : INFO : Epoch 1816 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 2156.7 ms [2022-04-19 16:36:27 main:581] : INFO : Epoch 1817 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 2159.25 ms [2022-04-19 16:36:29 main:581] : INFO : Epoch 1818 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 2151.61 ms [2022-04-19 16:36:31 main:581] : INFO : Epoch 1819 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 2131.59 ms [2022-04-19 16:36:33 main:581] : INFO : Epoch 1820 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2177.85 ms [2022-04-19 16:36:35 main:581] : INFO : Epoch 1821 | loss: 0.031176 | val_loss: 0.0311832 | Time: 2188.51 ms [2022-04-19 16:36:37 main:581] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 2183.22 ms [2022-04-19 16:36:40 main:581] : INFO : Epoch 1823 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2177.31 ms [2022-04-19 16:36:42 main:581] : INFO : Epoch 1824 | loss: 0.0311733 | val_loss: 0.031179 | Time: 2110.64 ms [2022-04-19 16:36:44 main:581] : INFO : Epoch 1825 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 2160.18 ms [2022-04-19 16:36:46 main:581] : INFO : Epoch 1826 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 2131.36 ms [2022-04-19 16:36:48 main:581] : INFO : Epoch 1827 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 2084.87 ms [2022-04-19 16:36:50 main:581] : INFO : Epoch 1828 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 2079.68 ms [2022-04-19 16:36:52 main:581] : INFO : Epoch 1829 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 2091.5 ms [2022-04-19 16:36:54 main:581] : INFO : Epoch 1830 | loss: 0.0311726 | val_loss: 0.031177 | Time: 2160.75 ms [2022-04-19 16:36:57 main:581] : INFO : Epoch 1831 | loss: 0.031173 | val_loss: 0.0311793 | Time: 2161.71 ms [2022-04-19 16:36:59 main:581] : INFO : Epoch 1832 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 2147.91 ms [2022-04-19 16:37:01 main:581] : INFO : Epoch 1833 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 2141.64 ms [2022-04-19 16:37:03 main:581] : INFO : Epoch 1834 | loss: 0.0311701 | val_loss: 0.031177 | Time: 2104.22 ms [2022-04-19 16:37:05 main:581] : INFO : Epoch 1835 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 2110.04 ms [2022-04-19 16:37:07 main:581] : INFO : Epoch 1836 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 2131.26 ms [2022-04-19 16:37:09 main:581] : INFO : Epoch 1837 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 2096.7 ms [2022-04-19 16:37:11 main:581] : INFO : Epoch 1838 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 2086.52 ms [2022-04-19 16:37:14 main:581] : INFO : Epoch 1839 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2072.02 ms [2022-04-19 16:37:16 main:581] : INFO : Epoch 1840 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 2066.33 ms [2022-04-19 16:37:18 main:581] : INFO : Epoch 1841 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 2059.16 ms [2022-04-19 16:37:20 main:581] : INFO : Epoch 1842 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 2089.37 ms [2022-04-19 16:37:22 main:581] : INFO : Epoch 1843 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 2046.82 ms [2022-04-19 16:37:24 main:581] : INFO : Epoch 1844 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 2118.47 ms [2022-04-19 16:37:26 main:581] : INFO : Epoch 1845 | loss: 0.0311753 | val_loss: 0.031184 | Time: 2071.83 ms [2022-04-19 16:37:28 main:581] : INFO : Epoch 1846 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 2071.96 ms [2022-04-19 16:37:30 main:581] : INFO : Epoch 1847 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 2053.92 ms [2022-04-19 16:37:32 main:581] : INFO : Epoch 1848 | loss: 0.0311772 | val_loss: 0.0311836 | Time: 2083.97 ms [2022-04-19 16:37:34 main:581] : INFO : Epoch 1849 | loss: 0.0311809 | val_loss: 0.0311801 | Time: 2076.95 ms [2022-04-19 16:37:36 main:581] : INFO : Epoch 1850 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 2109.43 ms [2022-04-19 16:37:38 main:581] : INFO : Epoch 1851 | loss: 0.0311741 | val_loss: 0.0311762 | Time: 2071.76 ms [2022-04-19 16:37:41 main:581] : INFO : Epoch 1852 | loss: 0.0311734 | val_loss: 0.0311759 | Time: 2089.63 ms [2022-04-19 16:37:43 main:581] : INFO : Epoch 1853 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 2078.88 ms [2022-04-19 16:37:45 main:581] : INFO : Epoch 1854 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 2086.98 ms [2022-04-19 16:37:47 main:581] : INFO : Epoch 1855 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 2080.66 ms [2022-04-19 16:37:49 main:581] : INFO : Epoch 1856 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 2054.15 ms [2022-04-19 16:37:51 main:581] : INFO : Epoch 1857 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2061.1 ms [2022-04-19 16:37:53 main:581] : INFO : Epoch 1858 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2075.15 ms [2022-04-19 16:37:55 main:581] : INFO : Epoch 1859 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 2072.59 ms [2022-04-19 16:37:57 main:581] : INFO : Epoch 1860 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 2076.18 ms [2022-04-19 16:37:59 main:581] : INFO : Epoch 1861 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 2126.08 ms [2022-04-19 16:38:01 main:581] : INFO : Epoch 1862 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 2137.71 ms [2022-04-19 16:38:03 main:581] : INFO : Epoch 1863 | loss: 0.031172 | val_loss: 0.0311792 | Time: 2076.02 ms [2022-04-19 16:38:06 main:581] : INFO : Epoch 1864 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 2069.52 ms [2022-04-19 16:38:08 main:581] : INFO : Epoch 1865 | loss: 0.0311712 | val_loss: 0.031176 | Time: 2046.69 ms [2022-04-19 16:38:10 main:581] : INFO : Epoch 1866 | loss: 0.031171 | val_loss: 0.0311771 | Time: 2058.88 ms [2022-04-19 16:38:12 main:581] : INFO : Epoch 1867 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2070.44 ms [2022-04-19 16:38:14 main:581] : INFO : Epoch 1868 | loss: 0.0311723 | val_loss: 0.031177 | Time: 2027.6 ms [2022-04-19 16:38:16 main:581] : INFO : Epoch 1869 | loss: 0.03117 | val_loss: 0.031176 | Time: 2084.56 ms [2022-04-19 16:38:18 main:581] : INFO : Epoch 1870 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 2024.43 ms [2022-04-19 16:38:20 main:581] : INFO : Epoch 1871 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 2058.26 ms [2022-04-19 16:38:22 main:581] : INFO : Epoch 1872 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 2061.76 ms [2022-04-19 16:38:24 main:581] : INFO : Epoch 1873 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 2080.82 ms [2022-04-19 16:38:26 main:581] : INFO : Epoch 1874 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2124.16 ms [2022-04-19 16:38:28 main:581] : INFO : Epoch 1875 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 2100.71 ms [2022-04-19 16:38:30 main:581] : INFO : Epoch 1876 | loss: 0.0311698 | val_loss: 0.0311764 | Time: 2096.14 ms [2022-04-19 16:38:32 main:581] : INFO : Epoch 1877 | loss: 0.0311707 | val_loss: 0.031178 | Time: 2093.49 ms [2022-04-19 16:38:35 main:581] : INFO : Epoch 1878 | loss: 0.031169 | val_loss: 0.0311752 | Time: 2069.54 ms [2022-04-19 16:38:37 main:581] : INFO : Epoch 1879 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2131.03 ms [2022-04-19 16:38:39 main:581] : INFO : Epoch 1880 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 2102.05 ms [2022-04-19 16:38:41 main:581] : INFO : Epoch 1881 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 2042.38 ms [2022-04-19 16:38:43 main:581] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 2057.47 ms [2022-04-19 16:38:45 main:581] : INFO : Epoch 1883 | loss: 0.031168 | val_loss: 0.0311743 | Time: 2071.21 ms [2022-04-19 16:38:47 main:581] : INFO : Epoch 1884 | loss: 0.0311705 | val_loss: 0.0311828 | Time: 2051.98 ms [2022-04-19 16:38:49 main:581] : INFO : Epoch 1885 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 2071.75 ms [2022-04-19 16:38:51 main:581] : INFO : Epoch 1886 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2052.15 ms [2022-04-19 16:38:53 main:581] : INFO : Epoch 1887 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 2060.5 ms [2022-04-19 16:38:55 main:581] : INFO : Epoch 1888 | loss: 0.031171 | val_loss: 0.0311772 | Time: 2036.02 ms [2022-04-19 16:38:57 main:581] : INFO : Epoch 1889 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 2096.06 ms [2022-04-19 16:38:59 main:581] : INFO : Epoch 1890 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2100.06 ms [2022-04-19 16:39:02 main:581] : INFO : Epoch 1891 | loss: 0.0311688 | val_loss: 0.0311758 | Time: 2107.6 ms [2022-04-19 16:39:04 main:581] : INFO : Epoch 1892 | loss: 0.0311681 | val_loss: 0.031175 | Time: 2057.32 ms [2022-04-19 16:39:06 main:581] : INFO : Epoch 1893 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 2084.38 ms [2022-04-19 16:39:08 main:581] : INFO : Epoch 1894 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 2076.58 ms [2022-04-19 16:39:10 main:581] : INFO : Epoch 1895 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 2084.46 ms [2022-04-19 16:39:12 main:581] : INFO : Epoch 1896 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 2097.8 ms [2022-04-19 16:39:14 main:581] : INFO : Epoch 1897 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 2122.31 ms [2022-04-19 16:39:16 main:581] : INFO : Epoch 1898 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 2101.9 ms [2022-04-19 16:39:18 main:581] : INFO : Epoch 1899 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 2079.71 ms [2022-04-19 16:39:20 main:581] : INFO : Epoch 1900 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 2082.48 ms [2022-04-19 16:39:22 main:581] : INFO : Epoch 1901 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 2105.84 ms [2022-04-19 16:39:25 main:581] : INFO : Epoch 1902 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 2088.82 ms [2022-04-19 16:39:27 main:581] : INFO : Epoch 1903 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 2124.94 ms [2022-04-19 16:39:29 main:581] : INFO : Epoch 1904 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 2120.42 ms [2022-04-19 16:39:31 main:581] : INFO : Epoch 1905 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 2103.47 ms [2022-04-19 16:39:33 main:581] : INFO : Epoch 1906 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 2097.19 ms [2022-04-19 16:39:35 main:581] : INFO : Epoch 1907 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 2067.29 ms [2022-04-19 16:39:37 main:581] : INFO : Epoch 1908 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 2108.87 ms [2022-04-19 16:39:39 main:581] : INFO : Epoch 1909 | loss: 0.031171 | val_loss: 0.0311777 | Time: 2150.33 ms [2022-04-19 16:39:41 main:581] : INFO : Epoch 1910 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2135.7 ms [2022-04-19 16:39:44 main:581] : INFO : Epoch 1911 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 2102.83 ms [2022-04-19 16:39:46 main:581] : INFO : Epoch 1912 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 2083.77 ms [2022-04-19 16:39:48 main:581] : INFO : Epoch 1913 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 2137.5 ms [2022-04-19 16:39:50 main:581] : INFO : Epoch 1914 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 2081.76 ms [2022-04-19 16:39:52 main:581] : INFO : Epoch 1915 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 2073.94 ms [2022-04-19 16:39:54 main:581] : INFO : Epoch 1916 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 2106.48 ms [2022-04-19 16:39:56 main:581] : INFO : Epoch 1917 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2089.23 ms [2022-04-19 16:39:58 main:581] : INFO : Epoch 1918 | loss: 0.03117 | val_loss: 0.0311748 | Time: 2113.69 ms [2022-04-19 16:40:00 main:581] : INFO : Epoch 1919 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 2118.62 ms [2022-04-19 16:40:02 main:581] : INFO : Epoch 1920 | loss: 0.0311837 | val_loss: 0.031187 | Time: 2109.69 ms [2022-04-19 16:40:05 main:581] : INFO : Epoch 1921 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 2108.69 ms [2022-04-19 16:40:07 main:581] : INFO : Epoch 1922 | loss: 0.031184 | val_loss: 0.0311945 | Time: 2109.02 ms [2022-04-19 16:40:09 main:581] : INFO : Epoch 1923 | loss: 0.0311876 | val_loss: 0.0311847 | Time: 2091.21 ms [2022-04-19 16:40:11 main:581] : INFO : Epoch 1924 | loss: 0.0311804 | val_loss: 0.0311827 | Time: 2124.38 ms [2022-04-19 16:40:13 main:581] : INFO : Epoch 1925 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 2079.5 ms [2022-04-19 16:40:15 main:581] : INFO : Epoch 1926 | loss: 0.0311778 | val_loss: 0.03118 | Time: 2091.36 ms [2022-04-19 16:40:17 main:581] : INFO : Epoch 1927 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 2075.37 ms [2022-04-19 16:40:19 main:581] : INFO : Epoch 1928 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 2068.5 ms [2022-04-19 16:40:21 main:581] : INFO : Epoch 1929 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 2114.07 ms [2022-04-19 16:40:23 main:581] : INFO : Epoch 1930 | loss: 0.031176 | val_loss: 0.0311768 | Time: 2083.97 ms [2022-04-19 16:40:26 main:581] : INFO : Epoch 1931 | loss: 0.031174 | val_loss: 0.0311763 | Time: 2104.4 ms [2022-04-19 16:40:28 main:581] : INFO : Epoch 1932 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 2088.53 ms [2022-04-19 16:40:30 main:581] : INFO : Epoch 1933 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 2100.82 ms [2022-04-19 16:40:32 main:581] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311788 | Time: 2129.77 ms [2022-04-19 16:40:34 main:581] : INFO : Epoch 1935 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 2074.18 ms [2022-04-19 16:40:36 main:581] : INFO : Epoch 1936 | loss: 0.031174 | val_loss: 0.0311799 | Time: 2121.62 ms [2022-04-19 16:40:38 main:581] : INFO : Epoch 1937 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 2082.69 ms [2022-04-19 16:40:40 main:581] : INFO : Epoch 1938 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2118.1 ms [2022-04-19 16:40:42 main:581] : INFO : Epoch 1939 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 2119.82 ms [2022-04-19 16:40:44 main:581] : INFO : Epoch 1940 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 2121.3 ms [2022-04-19 16:40:47 main:581] : INFO : Epoch 1941 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 2135.89 ms [2022-04-19 16:40:49 main:581] : INFO : Epoch 1942 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 2116.05 ms [2022-04-19 16:40:51 main:581] : INFO : Epoch 1943 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 2095.78 ms [2022-04-19 16:40:53 main:581] : INFO : Epoch 1944 | loss: 0.031172 | val_loss: 0.0311759 | Time: 2105.46 ms [2022-04-19 16:40:55 main:581] : INFO : Epoch 1945 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 2095.51 ms [2022-04-19 16:40:57 main:581] : INFO : Epoch 1946 | loss: 0.0311713 | val_loss: 0.0311755 | Time: 2096.87 ms [2022-04-19 16:40:59 main:581] : INFO : Epoch 1947 | loss: 0.031171 | val_loss: 0.0311755 | Time: 2104.33 ms [2022-04-19 16:41:01 main:581] : INFO : Epoch 1948 | loss: 0.031171 | val_loss: 0.031176 | Time: 2160.64 ms [2022-04-19 16:41:03 main:581] : INFO : Epoch 1949 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 2101.95 ms [2022-04-19 16:41:06 main:581] : INFO : Epoch 1950 | loss: 0.031172 | val_loss: 0.0311794 | Time: 2105.86 ms [2022-04-19 16:41:08 main:581] : INFO : Epoch 1951 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2105.04 ms [2022-04-19 16:41:10 main:581] : INFO : Epoch 1952 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 2101.55 ms [2022-04-19 16:41:12 main:581] : INFO : Epoch 1953 | loss: 0.031171 | val_loss: 0.0311773 | Time: 2113.6 ms [2022-04-19 16:41:14 main:581] : INFO : Epoch 1954 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 2079.88 ms [2022-04-19 16:41:16 main:581] : INFO : Epoch 1955 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2102.09 ms [2022-04-19 16:41:18 main:581] : INFO : Epoch 1956 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 2144.31 ms [2022-04-19 16:41:20 main:581] : INFO : Epoch 1957 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 2128.68 ms [2022-04-19 16:41:23 main:581] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 2130.12 ms [2022-04-19 16:41:25 main:581] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 2101.36 ms [2022-04-19 16:41:27 main:581] : INFO : Epoch 1960 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 2111.24 ms [2022-04-19 16:41:29 main:581] : INFO : Epoch 1961 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 2111.55 ms [2022-04-19 16:41:31 main:581] : INFO : Epoch 1962 | loss: 0.0311731 | val_loss: 0.0311747 | Time: 2149.32 ms [2022-04-19 16:41:33 main:581] : INFO : Epoch 1963 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 2123.1 ms [2022-04-19 16:41:35 main:581] : INFO : Epoch 1964 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 2093.04 ms [2022-04-19 16:41:37 main:581] : INFO : Epoch 1965 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2099.51 ms [2022-04-19 16:41:39 main:581] : INFO : Epoch 1966 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 2122.67 ms [2022-04-19 16:41:42 main:581] : INFO : Epoch 1967 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 2110.11 ms [2022-04-19 16:41:44 main:581] : INFO : Epoch 1968 | loss: 0.031171 | val_loss: 0.0311762 | Time: 2098.15 ms [2022-04-19 16:41:46 main:581] : INFO : Epoch 1969 | loss: 0.0311747 | val_loss: 0.031178 | Time: 2077.48 ms [2022-04-19 16:41:48 main:581] : INFO : Epoch 1970 | loss: 0.031174 | val_loss: 0.0311781 | Time: 2095.43 ms [2022-04-19 16:41:50 main:581] : INFO : Epoch 1971 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 2085.83 ms [2022-04-19 16:41:52 main:581] : INFO : Epoch 1972 | loss: 0.0311727 | val_loss: 0.031177 | Time: 2100.3 ms [2022-04-19 16:41:54 main:581] : INFO : Epoch 1973 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 2102.62 ms [2022-04-19 16:41:56 main:581] : INFO : Epoch 1974 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 2100.9 ms [2022-04-19 16:41:58 main:581] : INFO : Epoch 1975 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 2082.08 ms [2022-04-19 16:42:01 main:581] : INFO : Epoch 1976 | loss: 0.0311699 | val_loss: 0.031176 | Time: 2161.78 ms [2022-04-19 16:42:03 main:581] : INFO : Epoch 1977 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 2165.11 ms [2022-04-19 16:42:05 main:581] : INFO : Epoch 1978 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 2139.73 ms [2022-04-19 16:42:07 main:581] : INFO : Epoch 1979 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2124.85 ms [2022-04-19 16:42:09 main:581] : INFO : Epoch 1980 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 2091.39 ms [2022-04-19 16:42:11 main:581] : INFO : Epoch 1981 | loss: 0.0311718 | val_loss: 0.0311761 | Time: 2100.55 ms [2022-04-19 16:42:13 main:581] : INFO : Epoch 1982 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2109.1 ms [2022-04-19 16:42:15 main:581] : INFO : Epoch 1983 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 2104.05 ms [2022-04-19 16:42:17 main:581] : INFO : Epoch 1984 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 2130.93 ms [2022-04-19 16:42:20 main:581] : INFO : Epoch 1985 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 2098.38 ms [2022-04-19 16:42:22 main:581] : INFO : Epoch 1986 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 2091.04 ms [2022-04-19 16:42:24 main:581] : INFO : Epoch 1987 | loss: 0.0311718 | val_loss: 0.031182 | Time: 2083.63 ms [2022-04-19 16:42:26 main:581] : INFO : Epoch 1988 | loss: 0.031175 | val_loss: 0.0311966 | Time: 2065.92 ms [2022-04-19 16:42:28 main:581] : INFO : Epoch 1989 | loss: 0.0374385 | val_loss: 0.0358656 | Time: 2100.9 ms [2022-04-19 16:42:30 main:581] : INFO : Epoch 1990 | loss: 0.0323002 | val_loss: 0.0314552 | Time: 2061.43 ms [2022-04-19 16:42:32 main:581] : INFO : Epoch 1991 | loss: 0.0314239 | val_loss: 0.0312839 | Time: 2110.86 ms [2022-04-19 16:42:34 main:581] : INFO : Epoch 1992 | loss: 0.0312595 | val_loss: 0.0312297 | Time: 2097.69 ms [2022-04-19 16:42:36 main:581] : INFO : Epoch 1993 | loss: 0.0312192 | val_loss: 0.0312094 | Time: 2073.81 ms [2022-04-19 16:42:38 main:581] : INFO : Epoch 1994 | loss: 0.0312055 | val_loss: 0.0312007 | Time: 2073.27 ms [2022-04-19 16:42:40 main:581] : INFO : Epoch 1995 | loss: 0.0311981 | val_loss: 0.0311947 | Time: 2124.48 ms [2022-04-19 16:42:43 main:581] : INFO : Epoch 1996 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 2097.98 ms [2022-04-19 16:42:45 main:581] : INFO : Epoch 1997 | loss: 0.0311912 | val_loss: 0.0311905 | Time: 2060.17 ms [2022-04-19 16:42:47 main:581] : INFO : Epoch 1998 | loss: 0.0311896 | val_loss: 0.0311885 | Time: 2063.87 ms [2022-04-19 16:42:49 main:581] : INFO : Epoch 1999 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 2071.84 ms [2022-04-19 16:42:51 main:581] : INFO : Epoch 2000 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 2074.05 ms [2022-04-19 16:42:53 main:581] : INFO : Epoch 2001 | loss: 0.0311854 | val_loss: 0.0311874 | Time: 2036.43 ms [2022-04-19 16:42:55 main:581] : INFO : Epoch 2002 | loss: 0.0311846 | val_loss: 0.0311878 | Time: 2060.86 ms [2022-04-19 16:42:57 main:581] : INFO : Epoch 2003 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 2082 ms [2022-04-19 16:42:59 main:581] : INFO : Epoch 2004 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2096.13 ms [2022-04-19 16:43:01 main:581] : INFO : Epoch 2005 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 2167.8 ms [2022-04-19 16:43:03 main:581] : INFO : Epoch 2006 | loss: 0.0311816 | val_loss: 0.031186 | Time: 2090.68 ms [2022-04-19 16:43:05 main:581] : INFO : Epoch 2007 | loss: 0.0311813 | val_loss: 0.031187 | Time: 2090.19 ms [2022-04-19 16:43:08 main:581] : INFO : Epoch 2008 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 2053.13 ms [2022-04-19 16:43:10 main:581] : INFO : Epoch 2009 | loss: 0.0311807 | val_loss: 0.0311853 | Time: 2121 ms [2022-04-19 16:43:12 main:581] : INFO : Epoch 2010 | loss: 0.031181 | val_loss: 0.0311852 | Time: 2063.04 ms [2022-04-19 16:43:14 main:581] : INFO : Epoch 2011 | loss: 0.031182 | val_loss: 0.0311833 | Time: 2055.45 ms [2022-04-19 16:43:16 main:581] : INFO : Epoch 2012 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2041.2 ms [2022-04-19 16:43:18 main:581] : INFO : Epoch 2013 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 2081.59 ms [2022-04-19 16:43:20 main:581] : INFO : Epoch 2014 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 2080.61 ms [2022-04-19 16:43:22 main:581] : INFO : Epoch 2015 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 2097.31 ms [2022-04-19 16:43:24 main:581] : INFO : Epoch 2016 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 2064.7 ms [2022-04-19 16:43:26 main:581] : INFO : Epoch 2017 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 2075.23 ms [2022-04-19 16:43:28 main:581] : INFO : Epoch 2018 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 2065.6 ms [2022-04-19 16:43:30 main:581] : INFO : Epoch 2019 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2095.64 ms [2022-04-19 16:43:32 main:581] : INFO : Epoch 2020 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 2080.49 ms [2022-04-19 16:43:35 main:581] : INFO : Epoch 2021 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 2104.47 ms [2022-04-19 16:43:37 main:581] : INFO : Epoch 2022 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2109.28 ms [2022-04-19 16:43:39 main:581] : INFO : Epoch 2023 | loss: 0.031178 | val_loss: 0.0311832 | Time: 2079.37 ms [2022-04-19 16:43:41 main:581] : INFO : Epoch 2024 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 2111.71 ms [2022-04-19 16:43:43 main:581] : INFO : Epoch 2025 | loss: 0.0311774 | val_loss: 0.031181 | Time: 2105.95 ms [2022-04-19 16:43:45 main:581] : INFO : Epoch 2026 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 2079.36 ms [2022-04-19 16:43:47 main:581] : INFO : Epoch 2027 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 2063.69 ms [2022-04-19 16:43:49 main:581] : INFO : Epoch 2028 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 2056.72 ms [2022-04-19 16:43:51 main:581] : INFO : Epoch 2029 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 2062.31 ms [2022-04-19 16:43:53 main:581] : INFO : Epoch 2030 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 2043.48 ms [2022-04-19 16:43:55 main:581] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 2052.75 ms [2022-04-19 16:43:57 main:581] : INFO : Epoch 2032 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 2051.23 ms [2022-04-19 16:43:59 main:581] : INFO : Epoch 2033 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 2082.41 ms [2022-04-19 16:44:02 main:581] : INFO : Epoch 2034 | loss: 0.031176 | val_loss: 0.0311796 | Time: 2063.13 ms [2022-04-19 16:44:04 main:581] : INFO : Epoch 2035 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 2075.06 ms [2022-04-19 16:44:06 main:581] : INFO : Epoch 2036 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 2091.95 ms [2022-04-19 16:44:08 main:581] : INFO : Epoch 2037 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 2113.85 ms [2022-04-19 16:44:10 main:581] : INFO : Epoch 2038 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 2067.14 ms [2022-04-19 16:44:12 main:581] : INFO : Epoch 2039 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 2066.22 ms [2022-04-19 16:44:14 main:581] : INFO : Epoch 2040 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2065.6 ms [2022-04-19 16:44:16 main:581] : INFO : Epoch 2041 | loss: 0.0311752 | val_loss: 0.0311793 | Time: 2094.43 ms [2022-04-19 16:44:18 main:581] : INFO : Epoch 2042 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 2109.22 ms [2022-04-19 16:44:20 main:581] : INFO : Epoch 2043 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 2068 ms [2022-04-19 16:44:22 main:581] : INFO : Epoch 2044 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2080.49 ms [2022-04-19 16:44:24 main:581] : INFO : Epoch 2045 | loss: 0.031174 | val_loss: 0.0311794 | Time: 2070.89 ms [2022-04-19 16:44:27 main:581] : INFO : Epoch 2046 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 2092.36 ms [2022-04-19 16:44:29 main:581] : INFO : Epoch 2047 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 2050.31 ms [2022-04-19 16:44:31 main:581] : INFO : Epoch 2048 | loss: 0.0311744 | val_loss: 0.0311801 | Time: 2069.88 ms [2022-04-19 16:44:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311801 [2022-04-19 16:44:31 main:610] : INFO : Saving end state to config to file [2022-04-19 16:44:31 main:615] : INFO : Success, exiting.. 16:44:31 (336012): 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)