Task 14099819
| Name | ParityModified-1647044273-6645-3-0_0 |
| Workunit | 11167374 |
| Created | 30 Mar 2022, 17:57:05 UTC |
| Sent | 3 Apr 2022, 12:04:23 UTC |
| Report deadline | 11 Apr 2022, 12:04:23 UTC |
| Received | 11 Apr 2022, 0:01:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 9 min 55 sec |
| CPU time | 1 hours 7 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 2022.45 ms [2022-04-11 01:44:11 main:574] : INFO : Epoch 1543 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 2024.63 ms [2022-04-11 01:44:13 main:574] : INFO : Epoch 1544 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 1985.38 ms [2022-04-11 01:44:15 main:574] : INFO : Epoch 1545 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 2037.13 ms [2022-04-11 01:44:17 main:574] : INFO : Epoch 1546 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 1996.84 ms [2022-04-11 01:44:19 main:574] : INFO : Epoch 1547 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 1993.93 ms [2022-04-11 01:44:21 main:574] : INFO : Epoch 1548 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 1963.35 ms [2022-04-11 01:44:23 main:574] : INFO : Epoch 1549 | loss: 0.031173 | val_loss: 0.0311793 | Time: 1968.8 ms [2022-04-11 01:44:25 main:574] : INFO : Epoch 1550 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 1997.71 ms [2022-04-11 01:44:27 main:574] : INFO : Epoch 1551 | loss: 0.0311714 | val_loss: 0.03118 | Time: 1976.89 ms [2022-04-11 01:44:29 main:574] : INFO : Epoch 1552 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 1996.96 ms [2022-04-11 01:44:31 main:574] : INFO : Epoch 1553 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 1984.98 ms [2022-04-11 01:44:33 main:574] : INFO : Epoch 1554 | loss: 0.0311687 | val_loss: 0.0311808 | Time: 1985.06 ms [2022-04-11 01:44:35 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311817 | Time: 1909.28 ms [2022-04-11 01:44:37 main:574] : INFO : Epoch 1556 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 1959.24 ms [2022-04-11 01:44:39 main:574] : INFO : Epoch 1557 | loss: 0.0311708 | val_loss: 0.0311821 | Time: 1952.16 ms [2022-04-11 01:44:41 main:574] : INFO : Epoch 1558 | loss: 0.0311705 | val_loss: 0.031182 | Time: 1979.52 ms [2022-04-11 01:44:43 main:574] : INFO : Epoch 1559 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 1947 ms [2022-04-11 01:44:45 main:574] : INFO : Epoch 1560 | loss: 0.031169 | val_loss: 0.0311839 | Time: 2009.53 ms [2022-04-11 01:44:47 main:574] : INFO : Epoch 1561 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 2006.99 ms [2022-04-11 01:44:49 main:574] : INFO : Epoch 1562 | loss: 0.0311689 | val_loss: 0.0311813 | Time: 1977.61 ms [2022-04-11 01:44:51 main:574] : INFO : Epoch 1563 | loss: 0.0311703 | val_loss: 0.031179 | Time: 1965.53 ms [2022-04-11 01:44:53 main:574] : INFO : Epoch 1564 | loss: 0.0311691 | val_loss: 0.0311796 | Time: 1980.48 ms [2022-04-11 01:44:55 main:574] : INFO : Epoch 1565 | loss: 0.031169 | val_loss: 0.0311821 | Time: 1977 ms [2022-04-11 01:44:57 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311802 | Time: 1989.51 ms [2022-04-11 01:44:59 main:574] : INFO : Epoch 1567 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 1995.32 ms [2022-04-11 01:45:01 main:574] : INFO : Epoch 1568 | loss: 0.03117 | val_loss: 0.0311792 | Time: 1990.2 ms [2022-04-11 01:45:03 main:574] : INFO : Epoch 1569 | loss: 0.0311694 | val_loss: 0.0311859 | Time: 1995.28 ms [2022-04-11 01:45:05 main:574] : INFO : Epoch 1570 | loss: 0.0311732 | val_loss: 0.0311863 | Time: 1993.89 ms [2022-04-11 01:45:07 main:574] : INFO : Epoch 1571 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 2008.81 ms [2022-04-11 01:45:09 main:574] : INFO : Epoch 1572 | loss: 0.0311677 | val_loss: 0.0311887 | Time: 1975.05 ms [2022-04-11 01:45:11 main:574] : INFO : Epoch 1573 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 1994.78 ms [2022-04-11 01:45:13 main:574] : INFO : Epoch 1574 | loss: 0.0311733 | val_loss: 0.0311839 | Time: 2008.84 ms [2022-04-11 01:45:15 main:574] : INFO : Epoch 1575 | loss: 0.0311745 | val_loss: 0.031181 | Time: 1990.29 ms [2022-04-11 01:45:17 main:574] : INFO : Epoch 1576 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 1962.8 ms [2022-04-11 01:45:19 main:574] : INFO : Epoch 1577 | loss: 0.0311728 | val_loss: 0.0311797 | Time: 1988.44 ms [2022-04-11 01:45:21 main:574] : INFO : Epoch 1578 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1967.56 ms [2022-04-11 01:45:23 main:574] : INFO : Epoch 1579 | loss: 0.0311706 | val_loss: 0.031179 | Time: 1991 ms [2022-04-11 01:45:25 main:574] : INFO : Epoch 1580 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 2001.6 ms [2022-04-11 01:45:27 main:574] : INFO : Epoch 1581 | loss: 0.0311698 | val_loss: 0.031185 | Time: 1973.36 ms [2022-04-11 01:45:29 main:574] : INFO : Epoch 1582 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 1982.42 ms [2022-04-11 01:45:31 main:574] : INFO : Epoch 1583 | loss: 0.0311692 | val_loss: 0.0311809 | Time: 1984.02 ms [2022-04-11 01:45:33 main:574] : INFO : Epoch 1584 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 1983.78 ms [2022-04-11 01:45:35 main:574] : INFO : Epoch 1585 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 2025.5 ms [2022-04-11 01:45:37 main:574] : INFO : Epoch 1586 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 2003.68 ms [2022-04-11 01:45:39 main:574] : INFO : Epoch 1587 | loss: 0.0311682 | val_loss: 0.0311817 | Time: 2018.21 ms [2022-04-11 01:45:41 main:574] : INFO : Epoch 1588 | loss: 0.0311672 | val_loss: 0.0311816 | Time: 1982.22 ms [2022-04-11 01:45:43 main:574] : INFO : Epoch 1589 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 1957.98 ms [2022-04-11 01:45:45 main:574] : INFO : Epoch 1590 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 1991.73 ms [2022-04-11 01:45:47 main:574] : INFO : Epoch 1591 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 1978.49 ms [2022-04-11 01:45:49 main:574] : INFO : Epoch 1592 | loss: 0.0311676 | val_loss: 0.0311816 | Time: 1971.11 ms [2022-04-11 01:45:51 main:574] : INFO : Epoch 1593 | loss: 0.0311669 | val_loss: 0.0311826 | Time: 1985.89 ms [2022-04-11 01:45:53 main:574] : INFO : Epoch 1594 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 1988.82 ms [2022-04-11 01:45:55 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0311819 | Time: 1986.28 ms [2022-04-11 01:45:57 main:574] : INFO : Epoch 1596 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 1976.95 ms [2022-04-11 01:45:59 main:574] : INFO : Epoch 1597 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2010.2 ms [2022-04-11 01:46:01 main:574] : INFO : Epoch 1598 | loss: 0.0311685 | val_loss: 0.0311806 | Time: 2010.3 ms [2022-04-11 01:46:03 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311857 | Time: 1973.96 ms [2022-04-11 01:46:05 main:574] : INFO : Epoch 1600 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 1943.13 ms [2022-04-11 01:46:07 main:574] : INFO : Epoch 1601 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 1970.01 ms [2022-04-11 01:46:09 main:574] : INFO : Epoch 1602 | loss: 0.031173 | val_loss: 0.0311799 | Time: 1993.19 ms [2022-04-11 01:46:11 main:574] : INFO : Epoch 1603 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1983.47 ms [2022-04-11 01:46:13 main:574] : INFO : Epoch 1604 | loss: 0.031174 | val_loss: 0.0311774 | Time: 1991.24 ms [2022-04-11 01:46:15 main:574] : INFO : Epoch 1605 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 1964.97 ms [2022-04-11 01:46:17 main:574] : INFO : Epoch 1606 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 1979.21 ms [2022-04-11 01:46:19 main:574] : INFO : Epoch 1607 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1967.96 ms [2022-04-11 01:46:21 main:574] : INFO : Epoch 1608 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 1996.91 ms [2022-04-11 01:46:24 main:574] : INFO : Epoch 1609 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 2021.78 ms [2022-04-11 01:46:26 main:574] : INFO : Epoch 1610 | loss: 0.0311741 | val_loss: 0.031178 | Time: 1995.14 ms [2022-04-11 01:46:28 main:574] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311783 | Time: 1987.19 ms [2022-04-11 01:46:30 main:574] : INFO : Epoch 1612 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 1975.1 ms [2022-04-11 01:46:32 main:574] : INFO : Epoch 1613 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 1987.89 ms [2022-04-11 01:46:34 main:574] : INFO : Epoch 1614 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 1995.07 ms [2022-04-11 01:46:36 main:574] : INFO : Epoch 1615 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 1975.65 ms [2022-04-11 01:46:38 main:574] : INFO : Epoch 1616 | loss: 0.0311698 | val_loss: 0.0311781 | Time: 2014.25 ms [2022-04-11 01:46:40 main:574] : INFO : Epoch 1617 | loss: 0.0311706 | val_loss: 0.031181 | Time: 1980.26 ms [2022-04-11 01:46:42 main:574] : INFO : Epoch 1618 | loss: 0.0311698 | val_loss: 0.031178 | Time: 1983.14 ms [2022-04-11 01:46:44 main:574] : INFO : Epoch 1619 | loss: 0.0311693 | val_loss: 0.031181 | Time: 1994.35 ms [2022-04-11 01:46:46 main:574] : INFO : Epoch 1620 | loss: 0.0311706 | val_loss: 0.0311899 | Time: 1956.86 ms [2022-04-11 01:46:48 main:574] : INFO : Epoch 1621 | loss: 0.0311712 | val_loss: 0.0311801 | Time: 1984.41 ms [2022-04-11 01:46:50 main:574] : INFO : Epoch 1622 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 2018.1 ms [2022-04-11 01:46:52 main:574] : INFO : Epoch 1623 | loss: 0.0311698 | val_loss: 0.0311787 | Time: 1990.85 ms [2022-04-11 01:46:54 main:574] : INFO : Epoch 1624 | loss: 0.0311683 | val_loss: 0.0311799 | Time: 1977.89 ms [2022-04-11 01:46:56 main:574] : INFO : Epoch 1625 | loss: 0.0311688 | val_loss: 0.0311832 | Time: 1995.24 ms [2022-04-11 01:46:58 main:574] : INFO : Epoch 1626 | loss: 0.0311811 | val_loss: 0.03118 | Time: 2029.71 ms [2022-04-11 01:47:00 main:574] : INFO : Epoch 1627 | loss: 0.0311803 | val_loss: 0.031181 | Time: 1987.49 ms [2022-04-11 01:47:02 main:574] : INFO : Epoch 1628 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 2045.94 ms [2022-04-11 01:47:04 main:574] : INFO : Epoch 1629 | loss: 0.0311818 | val_loss: 0.0311796 | Time: 2017.85 ms [2022-04-11 01:47:06 main:574] : INFO : Epoch 1630 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 2037.45 ms [2022-04-11 01:47:08 main:574] : INFO : Epoch 1631 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 2044.14 ms [2022-04-11 01:47:10 main:574] : INFO : Epoch 1632 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 2018.65 ms [2022-04-11 01:47:12 main:574] : INFO : Epoch 1633 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 2015.68 ms [2022-04-11 01:47:14 main:574] : INFO : Epoch 1634 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 1945.2 ms [2022-04-11 01:47:16 main:574] : INFO : Epoch 1635 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 2021.28 ms [2022-04-11 01:47:18 main:574] : INFO : Epoch 1636 | loss: 0.031174 | val_loss: 0.0311781 | Time: 1981.57 ms [2022-04-11 01:47:20 main:574] : INFO : Epoch 1637 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 1964.01 ms [2022-04-11 01:47:22 main:574] : INFO : Epoch 1638 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 2005.22 ms [2022-04-11 01:47:24 main:574] : INFO : Epoch 1639 | loss: 0.031174 | val_loss: 0.0311844 | Time: 1985.96 ms [2022-04-11 01:47:26 main:574] : INFO : Epoch 1640 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 1982.58 ms [2022-04-11 01:47:28 main:574] : INFO : Epoch 1641 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 1984.33 ms [2022-04-11 01:47:30 main:574] : INFO : Epoch 1642 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1980.92 ms [2022-04-11 01:47:32 main:574] : INFO : Epoch 1643 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 1974.71 ms [2022-04-11 01:47:34 main:574] : INFO : Epoch 1644 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 1980.99 ms [2022-04-11 01:47:36 main:574] : INFO : Epoch 1645 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1972.68 ms [2022-04-11 01:47:38 main:574] : INFO : Epoch 1646 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 1963.02 ms [2022-04-11 01:47:40 main:574] : INFO : Epoch 1647 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 2003.76 ms [2022-04-11 01:47:42 main:574] : INFO : Epoch 1648 | loss: 0.0311723 | val_loss: 0.031177 | Time: 1984.98 ms [2022-04-11 01:47:44 main:574] : INFO : Epoch 1649 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1998.06 ms [2022-04-11 01:47:47 main:574] : INFO : Epoch 1650 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 1994.37 ms [2022-04-11 01:47:49 main:574] : INFO : Epoch 1651 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 2000.11 ms [2022-04-11 01:47:51 main:574] : INFO : Epoch 1652 | loss: 0.0311697 | val_loss: 0.031175 | Time: 2028.28 ms [2022-04-11 01:47:53 main:574] : INFO : Epoch 1653 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 2009.96 ms [2022-04-11 01:47:55 main:574] : INFO : Epoch 1654 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1985.39 ms [2022-04-11 01:47:57 main:574] : INFO : Epoch 1655 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 1971.76 ms [2022-04-11 01:47:59 main:574] : INFO : Epoch 1656 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 1950.05 ms [2022-04-11 01:48:01 main:574] : INFO : Epoch 1657 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 1995.89 ms [2022-04-11 01:48:03 main:574] : INFO : Epoch 1658 | loss: 0.0311694 | val_loss: 0.0311793 | Time: 1996.22 ms [2022-04-11 01:48:05 main:574] : INFO : Epoch 1659 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 2012.61 ms [2022-04-11 01:48:07 main:574] : INFO : Epoch 1660 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 1985.2 ms [2022-04-11 01:48:09 main:574] : INFO : Epoch 1661 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 2016.35 ms [2022-04-11 01:48:11 main:574] : INFO : Epoch 1662 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 2031.68 ms [2022-04-11 01:48:13 main:574] : INFO : Epoch 1663 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 2012.15 ms [2022-04-11 01:48:15 main:574] : INFO : Epoch 1664 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 1992.02 ms [2022-04-11 01:48:17 main:574] : INFO : Epoch 1665 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 1986.79 ms [2022-04-11 01:48:19 main:574] : INFO : Epoch 1666 | loss: 0.031171 | val_loss: 0.0311817 | Time: 1979.52 ms [2022-04-11 01:48:21 main:574] : INFO : Epoch 1667 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1976.12 ms [2022-04-11 01:48:23 main:574] : INFO : Epoch 1668 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 1973.96 ms [2022-04-11 01:48:25 main:574] : INFO : Epoch 1669 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 2018.59 ms [2022-04-11 01:48:27 main:574] : INFO : Epoch 1670 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 1990.45 ms [2022-04-11 01:48:29 main:574] : INFO : Epoch 1671 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1985.33 ms [2022-04-11 01:48:31 main:574] : INFO : Epoch 1672 | loss: 0.031169 | val_loss: 0.0311777 | Time: 1984.82 ms [2022-04-11 01:48:33 main:574] : INFO : Epoch 1673 | loss: 0.0311683 | val_loss: 0.031179 | Time: 2010.89 ms [2022-04-11 01:48:35 main:574] : INFO : Epoch 1674 | loss: 0.0311688 | val_loss: 0.0311775 | Time: 2011.95 ms [2022-04-11 01:48:37 main:574] : INFO : Epoch 1675 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 1977.65 ms [2022-04-11 01:48:39 main:574] : INFO : Epoch 1676 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 2002.78 ms [2022-04-11 01:48:41 main:574] : INFO : Epoch 1677 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2019.89 ms [2022-04-11 01:48:43 main:574] : INFO : Epoch 1678 | loss: 0.0311695 | val_loss: 0.031181 | Time: 1947.65 ms [2022-04-11 01:48:45 main:574] : INFO : Epoch 1679 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 1983.47 ms [2022-04-11 01:48:47 main:574] : INFO : Epoch 1680 | loss: 0.0311688 | val_loss: 0.031182 | Time: 2000.04 ms [2022-04-11 01:48:49 main:574] : INFO : Epoch 1681 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 1974.42 ms [2022-04-11 01:48:51 main:574] : INFO : Epoch 1682 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 1984.2 ms [2022-04-11 01:48:53 main:574] : INFO : Epoch 1683 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 2012.08 ms [2022-04-11 01:48:55 main:574] : INFO : Epoch 1684 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 2032.38 ms [2022-04-11 01:48:57 main:574] : INFO : Epoch 1685 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 2041.24 ms [2022-04-11 01:49:00 main:574] : INFO : Epoch 1686 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 1995.08 ms [2022-04-11 01:49:02 main:574] : INFO : Epoch 1687 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 2003.28 ms [2022-04-11 01:49:04 main:574] : INFO : Epoch 1688 | loss: 0.0311717 | val_loss: 0.0311814 | Time: 1994.96 ms [2022-04-11 01:49:06 main:574] : INFO : Epoch 1689 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 2003.05 ms [2022-04-11 01:49:08 main:574] : INFO : Epoch 1690 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1994.1 ms [2022-04-11 01:49:10 main:574] : INFO : Epoch 1691 | loss: 0.0311717 | val_loss: 0.03118 | Time: 1979.08 ms [2022-04-11 01:49:12 main:574] : INFO : Epoch 1692 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 1957.1 ms [2022-04-11 01:49:14 main:574] : INFO : Epoch 1693 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 1980.76 ms [2022-04-11 01:49:16 main:574] : INFO : Epoch 1694 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 1972.52 ms [2022-04-11 01:49:18 main:574] : INFO : Epoch 1695 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 1969.25 ms [2022-04-11 01:49:20 main:574] : INFO : Epoch 1696 | loss: 0.0311697 | val_loss: 0.0311796 | Time: 2016.9 ms [2022-04-11 01:49:22 main:574] : INFO : Epoch 1697 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 1974.66 ms [2022-04-11 01:49:24 main:574] : INFO : Epoch 1698 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 2009.06 ms [2022-04-11 01:49:26 main:574] : INFO : Epoch 1699 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2014.18 ms [2022-04-11 01:49:28 main:574] : INFO : Epoch 1700 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 1984.4 ms [2022-04-11 01:49:30 main:574] : INFO : Epoch 1701 | loss: 0.0311702 | val_loss: 0.0311797 | Time: 2018.7 ms [2022-04-11 01:49:32 main:574] : INFO : Epoch 1702 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 2006.08 ms [2022-04-11 01:49:34 main:574] : INFO : Epoch 1703 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1978.66 ms [2022-04-11 01:49:36 main:574] : INFO : Epoch 1704 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1996.14 ms [2022-04-11 01:49:38 main:574] : INFO : Epoch 1705 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 1995.84 ms [2022-04-11 01:49:40 main:574] : INFO : Epoch 1706 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 1959.1 ms [2022-04-11 01:49:42 main:574] : INFO : Epoch 1707 | loss: 0.0311673 | val_loss: 0.0311773 | Time: 1975.12 ms [2022-04-11 01:49:44 main:574] : INFO : Epoch 1708 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1966.99 ms [2022-04-11 01:49:46 main:574] : INFO : Epoch 1709 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 2001.86 ms [2022-04-11 01:49:48 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 2026.33 ms [2022-04-11 01:49:50 main:574] : INFO : Epoch 1711 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 1991.11 ms [2022-04-11 01:49:52 main:574] : INFO : Epoch 1712 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 1982.95 ms [2022-04-11 01:49:54 main:574] : INFO : Epoch 1713 | loss: 0.031166 | val_loss: 0.0311769 | Time: 1963.31 ms [2022-04-11 01:49:56 main:574] : INFO : Epoch 1714 | loss: 0.0311658 | val_loss: 0.031176 | Time: 1987.64 ms [2022-04-11 01:49:58 main:574] : INFO : Epoch 1715 | loss: 0.0311659 | val_loss: 0.0311766 | Time: 1994.66 ms [2022-04-11 01:50:00 main:574] : INFO : Epoch 1716 | loss: 0.0311653 | val_loss: 0.0311773 | Time: 1986.15 ms [2022-04-11 01:50:02 main:574] : INFO : Epoch 1717 | loss: 0.0311657 | val_loss: 0.031178 | Time: 1950.1 ms [2022-04-11 01:50:04 main:574] : INFO : Epoch 1718 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 1988.82 ms [2022-04-11 01:50:06 main:574] : INFO : Epoch 1719 | loss: 0.0311665 | val_loss: 0.0311796 | Time: 1989.97 ms [2022-04-11 01:50:08 main:574] : INFO : Epoch 1720 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 1995.31 ms [2022-04-11 01:50:10 main:574] : INFO : Epoch 1721 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 1996.23 ms [2022-04-11 01:50:12 main:574] : INFO : Epoch 1722 | loss: 0.0311698 | val_loss: 0.031178 | Time: 1985.26 ms [2022-04-11 01:50:14 main:574] : INFO : Epoch 1723 | loss: 0.0311672 | val_loss: 0.0311788 | Time: 1959.97 ms [2022-04-11 01:50:16 main:574] : INFO : Epoch 1724 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 1994.8 ms [2022-04-11 01:50:18 main:574] : INFO : Epoch 1725 | loss: 0.0311657 | val_loss: 0.0311771 | Time: 2003.87 ms [2022-04-11 01:50:20 main:574] : INFO : Epoch 1726 | loss: 0.0311655 | val_loss: 0.0311794 | Time: 1988.91 ms [2022-04-11 01:50:22 main:574] : INFO : Epoch 1727 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 1987.67 ms [2022-04-11 01:50:24 main:574] : INFO : Epoch 1728 | loss: 0.0311659 | val_loss: 0.0311778 | Time: 2000.81 ms [2022-04-11 01:50:26 main:574] : INFO : Epoch 1729 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 1967.4 ms [2022-04-11 01:50:28 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 1997.33 ms [2022-04-11 01:50:30 main:574] : INFO : Epoch 1731 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 1964.05 ms [2022-04-11 01:50:32 main:574] : INFO : Epoch 1732 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1965.65 ms [2022-04-11 01:50:34 main:574] : INFO : Epoch 1733 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 2006.27 ms [2022-04-11 01:50:37 main:574] : INFO : Epoch 1734 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 1998.81 ms [2022-04-11 01:50:39 main:574] : INFO : Epoch 1735 | loss: 0.031166 | val_loss: 0.0311784 | Time: 1983.86 ms [2022-04-11 01:50:41 main:574] : INFO : Epoch 1736 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 2016.31 ms [2022-04-11 01:50:43 main:574] : INFO : Epoch 1737 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 2008.38 ms [2022-04-11 01:50:45 main:574] : INFO : Epoch 1738 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 1984.44 ms [2022-04-11 01:50:47 main:574] : INFO : Epoch 1739 | loss: 0.0311671 | val_loss: 0.0311812 | Time: 1980.69 ms [2022-04-11 01:50:49 main:574] : INFO : Epoch 1740 | loss: 0.0311676 | val_loss: 0.031182 | Time: 2011.45 ms [2022-04-11 01:50:51 main:574] : INFO : Epoch 1741 | loss: 0.0311658 | val_loss: 0.0311783 | Time: 1986.62 ms [2022-04-11 01:50:53 main:574] : INFO : Epoch 1742 | loss: 0.0311651 | val_loss: 0.031179 | Time: 2008.28 ms [2022-04-11 01:50:55 main:574] : INFO : Epoch 1743 | loss: 0.0311658 | val_loss: 0.0311839 | Time: 2006.19 ms [2022-04-11 01:50:57 main:574] : INFO : Epoch 1744 | loss: 0.0311688 | val_loss: 0.0311908 | Time: 2017.19 ms [2022-04-11 01:50:59 main:574] : INFO : Epoch 1745 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 1994.75 ms [2022-04-11 01:51:01 main:574] : INFO : Epoch 1746 | loss: 0.0311651 | val_loss: 0.0311815 | Time: 1985.98 ms [2022-04-11 01:51:03 main:574] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 2014.26 ms [2022-04-11 01:51:05 main:574] : INFO : Epoch 1748 | loss: 0.031169 | val_loss: 0.0311826 | Time: 1983.22 ms [2022-04-11 01:51:07 main:574] : INFO : Epoch 1749 | loss: 0.031168 | val_loss: 0.0311773 | Time: 1976.99 ms [2022-04-11 01:51:09 main:574] : INFO : Epoch 1750 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 1985.36 ms [2022-04-11 01:51:11 main:574] : INFO : Epoch 1751 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 1965.11 ms [2022-04-11 01:51:13 main:574] : INFO : Epoch 1752 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 1969.06 ms [2022-04-11 01:51:15 main:574] : INFO : Epoch 1753 | loss: 0.031169 | val_loss: 0.0311876 | Time: 2000.44 ms [2022-04-11 01:51:17 main:574] : INFO : Epoch 1754 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 1983.44 ms [2022-04-11 01:51:19 main:574] : INFO : Epoch 1755 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 1988.77 ms [2022-04-11 01:51:21 main:574] : INFO : Epoch 1756 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 1982.18 ms [2022-04-11 01:51:23 main:574] : INFO : Epoch 1757 | loss: 0.0311658 | val_loss: 0.031177 | Time: 1996.76 ms [2022-04-11 01:51:25 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0311777 | Time: 1960.23 ms [2022-04-11 01:51:27 main:574] : INFO : Epoch 1759 | loss: 0.0311665 | val_loss: 0.0311751 | Time: 1988.53 ms [2022-04-11 01:51:29 main:574] : INFO : Epoch 1760 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 2006.28 ms [2022-04-11 01:51:31 main:574] : INFO : Epoch 1761 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1963.56 ms [2022-04-11 01:51:33 main:574] : INFO : Epoch 1762 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 1989.49 ms [2022-04-11 01:51:35 main:574] : INFO : Epoch 1763 | loss: 0.0311665 | val_loss: 0.0311778 | Time: 1961.39 ms [2022-04-11 01:51:37 main:574] : INFO : Epoch 1764 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 1971.17 ms [2022-04-11 01:51:39 main:574] : INFO : Epoch 1765 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 1976.23 ms [2022-04-11 01:51:41 main:574] : INFO : Epoch 1766 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 1962.29 ms [2022-04-11 01:51:43 main:574] : INFO : Epoch 1767 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 2012.36 ms [2022-04-11 01:51:45 main:574] : INFO : Epoch 1768 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 1989.27 ms [2022-04-11 01:51:47 main:574] : INFO : Epoch 1769 | loss: 0.0311671 | val_loss: 0.0311759 | Time: 1988.86 ms [2022-04-11 01:51:49 main:574] : INFO : Epoch 1770 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1972.06 ms [2022-04-11 01:51:51 main:574] : INFO : Epoch 1771 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 1944.81 ms [2022-04-11 01:51:53 main:574] : INFO : Epoch 1772 | loss: 0.0311657 | val_loss: 0.0311823 | Time: 1988.1 ms [2022-04-11 01:51:55 main:574] : INFO : Epoch 1773 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 1972.49 ms [2022-04-11 01:51:57 main:574] : INFO : Epoch 1774 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 1976.15 ms [2022-04-11 01:51:59 main:574] : INFO : Epoch 1775 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 2014.28 ms [2022-04-11 01:52:01 main:574] : INFO : Epoch 1776 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 1989.88 ms [2022-04-11 01:52:03 main:574] : INFO : Epoch 1777 | loss: 0.031165 | val_loss: 0.0311764 | Time: 1995.12 ms [2022-04-11 01:52:05 main:574] : INFO : Epoch 1778 | loss: 0.0311651 | val_loss: 0.0311792 | Time: 1974.05 ms [2022-04-11 01:52:07 main:574] : INFO : Epoch 1779 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 2014.84 ms [2022-04-11 01:52:09 main:574] : INFO : Epoch 1780 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 1985.11 ms [2022-04-11 01:52:11 main:574] : INFO : Epoch 1781 | loss: 0.0311663 | val_loss: 0.0311779 | Time: 2001.34 ms [2022-04-11 01:52:13 main:574] : INFO : Epoch 1782 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 1969.65 ms [2022-04-11 01:52:15 main:574] : INFO : Epoch 1783 | loss: 0.0311677 | val_loss: 0.0311787 | Time: 1934.46 ms [2022-04-11 01:52:17 main:574] : INFO : Epoch 1784 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 2037.6 ms [2022-04-11 01:52:19 main:574] : INFO : Epoch 1785 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1996.69 ms [2022-04-11 01:52:21 main:574] : INFO : Epoch 1786 | loss: 0.0311703 | val_loss: 0.0311818 | Time: 1994.3 ms [2022-04-11 01:52:24 main:574] : INFO : Epoch 1787 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 2051.83 ms [2022-04-11 01:52:26 main:574] : INFO : Epoch 1788 | loss: 0.0311728 | val_loss: 0.0311798 | Time: 1997.51 ms [2022-04-11 01:52:28 main:574] : INFO : Epoch 1789 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 1996.6 ms [2022-04-11 01:52:30 main:574] : INFO : Epoch 1790 | loss: 0.0311719 | val_loss: 0.0311858 | Time: 1976.13 ms [2022-04-11 01:52:32 main:574] : INFO : Epoch 1791 | loss: 0.0311705 | val_loss: 0.0311778 | Time: 2026.11 ms [2022-04-11 01:52:34 main:574] : INFO : Epoch 1792 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 2040.13 ms [2022-04-11 01:52:36 main:574] : INFO : Epoch 1793 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 2036.39 ms [2022-04-11 01:52:38 main:574] : INFO : Epoch 1794 | loss: 0.031169 | val_loss: 0.0311784 | Time: 2002.67 ms [2022-04-11 01:52:40 main:574] : INFO : Epoch 1795 | loss: 0.03117 | val_loss: 0.0311791 | Time: 2022.77 ms [2022-04-11 01:52:42 main:574] : INFO : Epoch 1796 | loss: 0.0311694 | val_loss: 0.0311792 | Time: 2029.65 ms [2022-04-11 01:52:44 main:574] : INFO : Epoch 1797 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 2006.81 ms [2022-04-11 01:52:47 main:574] : INFO : Epoch 1798 | loss: 0.0311689 | val_loss: 0.0311834 | Time: 1997.4 ms [2022-04-11 01:52:49 main:574] : INFO : Epoch 1799 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 1981.57 ms [2022-04-11 01:52:51 main:574] : INFO : Epoch 1800 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 2000.15 ms [2022-04-11 01:52:53 main:574] : INFO : Epoch 1801 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 1965.26 ms [2022-04-11 01:52:55 main:574] : INFO : Epoch 1802 | loss: 0.0311678 | val_loss: 0.0311824 | Time: 1991.71 ms [2022-04-11 01:52:57 main:574] : INFO : Epoch 1803 | loss: 0.0311679 | val_loss: 0.0311774 | Time: 2016.07 ms [2022-04-11 01:52:59 main:574] : INFO : Epoch 1804 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 1936.96 ms [2022-04-11 01:53:01 main:574] : INFO : Epoch 1805 | loss: 0.0311672 | val_loss: 0.0311801 | Time: 1974.65 ms [2022-04-11 01:53:03 main:574] : INFO : Epoch 1806 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 2000.29 ms [2022-04-11 01:53:05 main:574] : INFO : Epoch 1807 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 1994.28 ms [2022-04-11 01:53:07 main:574] : INFO : Epoch 1808 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 2036.62 ms [2022-04-11 01:53:09 main:574] : INFO : Epoch 1809 | loss: 0.0311653 | val_loss: 0.0311786 | Time: 1990.91 ms [2022-04-11 01:53:11 main:574] : INFO : Epoch 1810 | loss: 0.0311657 | val_loss: 0.0311775 | Time: 2016.53 ms [2022-04-11 01:53:13 main:574] : INFO : Epoch 1811 | loss: 0.031166 | val_loss: 0.0311819 | Time: 1999.81 ms [2022-04-11 01:53:15 main:574] : INFO : Epoch 1812 | loss: 0.0311675 | val_loss: 0.0311788 | Time: 1982.99 ms [2022-04-11 01:53:17 main:574] : INFO : Epoch 1813 | loss: 0.0311665 | val_loss: 0.0311801 | Time: 1973.73 ms [2022-04-11 01:53:19 main:574] : INFO : Epoch 1814 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 1974.41 ms [2022-04-11 01:53:21 main:574] : INFO : Epoch 1815 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 2003.73 ms [2022-04-11 01:53:23 main:574] : INFO : Epoch 1816 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 1981.77 ms [2022-04-11 01:53:25 main:574] : INFO : Epoch 1817 | loss: 0.0311653 | val_loss: 0.0311787 | Time: 1972.72 ms [2022-04-11 01:53:27 main:574] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 1979.45 ms [2022-04-11 01:53:29 main:574] : INFO : Epoch 1819 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1993.4 ms [2022-04-11 01:53:31 main:574] : INFO : Epoch 1820 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 1971.19 ms [2022-04-11 01:53:33 main:574] : INFO : Epoch 1821 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 2053.79 ms [2022-04-11 01:53:36 main:574] : INFO : Epoch 1822 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 2086.21 ms [2022-04-11 01:53:38 main:574] : INFO : Epoch 1823 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 1982.61 ms [2022-04-11 01:53:40 main:574] : INFO : Epoch 1824 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 1972.62 ms [2022-04-11 01:53:42 main:574] : INFO : Epoch 1825 | loss: 0.0311678 | val_loss: 0.031178 | Time: 2051.93 ms [2022-04-11 01:53:44 main:574] : INFO : Epoch 1826 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 2092.88 ms [2022-04-11 01:53:46 main:574] : INFO : Epoch 1827 | loss: 0.0311684 | val_loss: 0.0311808 | Time: 2015.98 ms [2022-04-11 01:53:48 main:574] : INFO : Epoch 1828 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 2008.51 ms [2022-04-11 01:53:50 main:574] : INFO : Epoch 1829 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 2061.31 ms [2022-04-11 01:53:52 main:574] : INFO : Epoch 1830 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2117.87 ms [2022-04-11 01:53:55 main:574] : INFO : Epoch 1831 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2071.58 ms [2022-04-11 01:53:57 main:574] : INFO : Epoch 1832 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 2038.02 ms [2022-04-11 01:53:59 main:574] : INFO : Epoch 1833 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 2072.88 ms [2022-04-11 01:54:01 main:574] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 2141.75 ms [2022-04-11 01:54:03 main:574] : INFO : Epoch 1835 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 2117.82 ms [2022-04-11 01:54:05 main:574] : INFO : Epoch 1836 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 2033.78 ms [2022-04-11 01:54:07 main:574] : INFO : Epoch 1837 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 2031.82 ms [2022-04-11 01:54:09 main:574] : INFO : Epoch 1838 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 2097.66 ms [2022-04-11 01:54:12 main:574] : INFO : Epoch 1839 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 2098.11 ms [2022-04-11 01:54:14 main:574] : INFO : Epoch 1840 | loss: 0.0311683 | val_loss: 0.0311784 | Time: 2013.15 ms [2022-04-11 01:54:16 main:574] : INFO : Epoch 1841 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 2079.44 ms [2022-04-11 01:54:18 main:574] : INFO : Epoch 1842 | loss: 0.0311691 | val_loss: 0.031178 | Time: 2184.79 ms [2022-04-11 01:54:20 main:574] : INFO : Epoch 1843 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 2161.07 ms [2022-04-11 01:54:22 main:574] : INFO : Epoch 1844 | loss: 0.031169 | val_loss: 0.0311766 | Time: 2074.91 ms [2022-04-11 01:54:24 main:574] : INFO : Epoch 1845 | loss: 0.0311686 | val_loss: 0.0311806 | Time: 2034.38 ms [2022-04-11 01:54:27 main:574] : INFO : Epoch 1846 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 2139.2 ms [2022-04-11 01:54:29 main:574] : INFO : Epoch 1847 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 2113.24 ms [2022-04-11 01:54:31 main:574] : INFO : Epoch 1848 | loss: 0.031167 | val_loss: 0.0311745 | Time: 2030.84 ms [2022-04-11 01:54:33 main:574] : INFO : Epoch 1849 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 2083.06 ms [2022-04-11 01:54:35 main:574] : INFO : Epoch 1850 | loss: 0.0311673 | val_loss: 0.0311786 | Time: 2099.91 ms [2022-04-11 01:54:37 main:574] : INFO : Epoch 1851 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 2171.16 ms [2022-04-11 01:54:39 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.031176 | Time: 2047.54 ms [2022-04-11 01:54:41 main:574] : INFO : Epoch 1853 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 1946.82 ms [2022-04-11 01:54:43 main:574] : INFO : Epoch 1854 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 2068.12 ms [2022-04-11 01:54:46 main:574] : INFO : Epoch 1855 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 2116.55 ms [2022-04-11 01:54:48 main:574] : INFO : Epoch 1856 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 2145.86 ms [2022-04-11 01:54:50 main:574] : INFO : Epoch 1857 | loss: 0.0311678 | val_loss: 0.0311789 | Time: 2095.64 ms [2022-04-11 01:54:52 main:574] : INFO : Epoch 1858 | loss: 0.0311663 | val_loss: 0.03118 | Time: 2124.31 ms [2022-04-11 01:54:54 main:574] : INFO : Epoch 1859 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 2178.67 ms [2022-04-11 01:54:57 main:574] : INFO : Epoch 1860 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 2278.68 ms [2022-04-11 01:54:59 main:574] : INFO : Epoch 1861 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 2121.26 ms [2022-04-11 01:55:01 main:574] : INFO : Epoch 1862 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 2111.04 ms [2022-04-11 01:55:03 main:574] : INFO : Epoch 1863 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 2103.07 ms [2022-04-11 01:55:05 main:574] : INFO : Epoch 1864 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 2237.89 ms [2022-04-11 01:55:08 main:574] : INFO : Epoch 1865 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 2193.22 ms [2022-04-11 01:55:10 main:574] : INFO : Epoch 1866 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2050.68 ms [2022-04-11 01:55:12 main:574] : INFO : Epoch 1867 | loss: 0.0311683 | val_loss: 0.031177 | Time: 2103.23 ms [2022-04-11 01:55:14 main:574] : INFO : Epoch 1868 | loss: 0.0311683 | val_loss: 0.031179 | Time: 2404.35 ms [2022-04-11 01:55:17 main:574] : INFO : Epoch 1869 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 2270.62 ms [2022-04-11 01:55:19 main:574] : INFO : Epoch 1870 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 2085.79 ms [2022-04-11 01:55:21 main:574] : INFO : Epoch 1871 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1967.59 ms [2022-04-11 01:55:23 main:574] : INFO : Epoch 1872 | loss: 0.0311661 | val_loss: 0.0311768 | Time: 2180.04 ms [2022-04-11 01:55:25 main:574] : INFO : Epoch 1873 | loss: 0.0311659 | val_loss: 0.0311773 | Time: 2297.4 ms [2022-04-11 01:55:28 main:574] : INFO : Epoch 1874 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2102.11 ms [2022-04-11 01:55:30 main:574] : INFO : Epoch 1875 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 2128.2 ms [2022-04-11 01:55:32 main:574] : INFO : Epoch 1876 | loss: 0.0311664 | val_loss: 0.0311774 | Time: 2204.42 ms [2022-04-11 01:55:34 main:574] : INFO : Epoch 1877 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 2229.31 ms [2022-04-11 01:55:37 main:574] : INFO : Epoch 1878 | loss: 0.031166 | val_loss: 0.0311764 | Time: 2202.42 ms [2022-04-11 01:55:39 main:574] : INFO : Epoch 1879 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 2095.7 ms [2022-04-11 01:55:41 main:574] : INFO : Epoch 1880 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 2178.39 ms [2022-04-11 01:55:43 main:574] : INFO : Epoch 1881 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 2202.56 ms [2022-04-11 01:55:46 main:574] : INFO : Epoch 1882 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 2191.05 ms [2022-04-11 01:55:48 main:574] : INFO : Epoch 1883 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 2143.55 ms [2022-04-11 01:55:50 main:574] : INFO : Epoch 1884 | loss: 0.0311697 | val_loss: 0.0311787 | Time: 2047.81 ms [2022-04-11 01:55:53 main:574] : INFO : Epoch 1885 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 1996.22 ms [2022-04-11 01:55:55 main:574] : INFO : Epoch 1886 | loss: 0.031165 | val_loss: 0.0311758 | Time: 2066.7 ms [2022-04-11 01:55:57 main:574] : INFO : Epoch 1887 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 2123.93 ms [2022-04-11 01:55:59 main:574] : INFO : Epoch 1888 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 2046.66 ms [2022-04-11 01:56:01 main:574] : INFO : Epoch 1889 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1968.6 ms [2022-04-11 01:56:03 main:574] : INFO : Epoch 1890 | loss: 0.031168 | val_loss: 0.0311758 | Time: 2062.8 ms [2022-04-11 01:56:05 main:574] : INFO : Epoch 1891 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 2109.7 ms [2022-04-11 01:56:08 main:574] : INFO : Epoch 1892 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 2071.62 ms [2022-04-11 01:56:10 main:574] : INFO : Epoch 1893 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 2077.14 ms [2022-04-11 01:56:12 main:574] : INFO : Epoch 1894 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 2064.1 ms [2022-04-11 01:56:14 main:574] : INFO : Epoch 1895 | loss: 0.031167 | val_loss: 0.0311762 | Time: 2036.83 ms [2022-04-11 01:56:16 main:574] : INFO : Epoch 1896 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 2016.34 ms [2022-04-11 01:56:18 main:574] : INFO : Epoch 1897 | loss: 0.0311661 | val_loss: 0.0311791 | Time: 2132.69 ms [2022-04-11 01:56:20 main:574] : INFO : Epoch 1898 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 2072.51 ms [2022-04-11 01:56:22 main:574] : INFO : Epoch 1899 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 2078.26 ms [2022-04-11 01:56:24 main:574] : INFO : Epoch 1900 | loss: 0.0311664 | val_loss: 0.0311829 | Time: 2036.41 ms [2022-04-11 01:56:27 main:574] : INFO : Epoch 1901 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2027.7 ms [2022-04-11 01:56:29 main:574] : INFO : Epoch 1902 | loss: 0.0311657 | val_loss: 0.0311818 | Time: 2072.91 ms [2022-04-11 01:56:31 main:574] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 2029.59 ms [2022-04-11 01:56:33 main:574] : INFO : Epoch 1904 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 2000.14 ms [2022-04-11 01:56:35 main:574] : INFO : Epoch 1905 | loss: 0.0311649 | val_loss: 0.031177 | Time: 1986.81 ms [2022-04-11 01:56:37 main:574] : INFO : Epoch 1906 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 2139.33 ms [2022-04-11 01:56:39 main:574] : INFO : Epoch 1907 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 2060.22 ms [2022-04-11 01:56:42 main:574] : INFO : Epoch 1908 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 2021.21 ms [2022-04-11 01:56:44 main:574] : INFO : Epoch 1909 | loss: 0.0311641 | val_loss: 0.0311767 | Time: 2130.93 ms [2022-04-11 01:56:46 main:574] : INFO : Epoch 1910 | loss: 0.0311663 | val_loss: 0.031179 | Time: 2126.8 ms [2022-04-11 01:56:48 main:574] : INFO : Epoch 1911 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 2196.11 ms [2022-04-11 01:56:50 main:574] : INFO : Epoch 1912 | loss: 0.0311637 | val_loss: 0.0311803 | Time: 2126.5 ms [2022-04-11 01:56:53 main:574] : INFO : Epoch 1913 | loss: 0.0311652 | val_loss: 0.031181 | Time: 2174.23 ms [2022-04-11 01:56:55 main:574] : INFO : Epoch 1914 | loss: 0.0311634 | val_loss: 0.0311785 | Time: 2151.94 ms [2022-04-11 01:56:57 main:574] : INFO : Epoch 1915 | loss: 0.0311635 | val_loss: 0.0311784 | Time: 2139.9 ms [2022-04-11 01:56:59 main:574] : INFO : Epoch 1916 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 2046.52 ms [2022-04-11 01:57:01 main:574] : INFO : Epoch 1917 | loss: 0.0311641 | val_loss: 0.0311819 | Time: 2256.74 ms [2022-04-11 01:57:04 main:574] : INFO : Epoch 1918 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 2180.46 ms [2022-04-11 01:57:06 main:574] : INFO : Epoch 1919 | loss: 0.0311653 | val_loss: 0.0311805 | Time: 2009.51 ms [2022-04-11 01:57:08 main:574] : INFO : Epoch 1920 | loss: 0.031166 | val_loss: 0.0311821 | Time: 2177.72 ms [2022-04-11 01:57:10 main:574] : INFO : Epoch 1921 | loss: 0.0311674 | val_loss: 0.0311872 | Time: 2403.58 ms [2022-04-11 01:57:12 main:574] : INFO : Epoch 1922 | loss: 0.0326151 | val_loss: 0.0315586 | Time: 2152.48 ms [2022-04-11 01:57:14 main:574] : INFO : Epoch 1923 | loss: 0.106362 | val_loss: 0.0683052 | Time: 2038.97 ms [2022-04-11 01:57:17 main:574] : INFO : Epoch 1924 | loss: 0.0410014 | val_loss: 0.0331123 | Time: 2175.61 ms [2022-04-11 01:57:19 main:574] : INFO : Epoch 1925 | loss: 0.0321424 | val_loss: 0.0317375 | Time: 2255.83 ms [2022-04-11 01:57:21 main:574] : INFO : Epoch 1926 | loss: 0.0314665 | val_loss: 0.0313402 | Time: 2252.27 ms [2022-04-11 01:57:23 main:574] : INFO : Epoch 1927 | loss: 0.0312984 | val_loss: 0.0312645 | Time: 2117.93 ms [2022-04-11 01:57:26 main:574] : INFO : Epoch 1928 | loss: 0.0312557 | val_loss: 0.0312492 | Time: 2168.42 ms [2022-04-11 01:57:28 main:574] : INFO : Epoch 1929 | loss: 0.0312452 | val_loss: 0.0312421 | Time: 2271.58 ms [2022-04-11 01:57:30 main:574] : INFO : Epoch 1930 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 2335.46 ms [2022-04-11 01:57:32 main:574] : INFO : Epoch 1931 | loss: 0.0312381 | val_loss: 0.0312373 | Time: 2152.46 ms [2022-04-11 01:57:35 main:574] : INFO : Epoch 1932 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 2081.03 ms [2022-04-11 01:57:37 main:574] : INFO : Epoch 1933 | loss: 0.0312345 | val_loss: 0.031234 | Time: 2259.26 ms [2022-04-11 01:57:39 main:574] : INFO : Epoch 1934 | loss: 0.0312325 | val_loss: 0.0312325 | Time: 2401.04 ms [2022-04-11 01:57:42 main:574] : INFO : Epoch 1935 | loss: 0.031231 | val_loss: 0.031231 | Time: 2275.59 ms [2022-04-11 01:57:44 main:574] : INFO : Epoch 1936 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 2183.73 ms [2022-04-11 01:57:46 main:574] : INFO : Epoch 1937 | loss: 0.031228 | val_loss: 0.0312303 | Time: 2172.75 ms [2022-04-11 01:57:49 main:574] : INFO : Epoch 1938 | loss: 0.0312256 | val_loss: 0.0312263 | Time: 2310.8 ms [2022-04-11 01:57:51 main:574] : INFO : Epoch 1939 | loss: 0.0312246 | val_loss: 0.0312243 | Time: 2234.47 ms [2022-04-11 01:57:53 main:574] : INFO : Epoch 1940 | loss: 0.0312226 | val_loss: 0.0312234 | Time: 2161.64 ms [2022-04-11 01:57:56 main:574] : INFO : Epoch 1941 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 2296.02 ms [2022-04-11 01:57:58 main:574] : INFO : Epoch 1942 | loss: 0.031219 | val_loss: 0.0312175 | Time: 2124.28 ms [2022-04-11 01:58:00 main:574] : INFO : Epoch 1943 | loss: 0.0312167 | val_loss: 0.0312158 | Time: 1986.04 ms [2022-04-11 01:58:02 main:574] : INFO : Epoch 1944 | loss: 0.0312149 | val_loss: 0.0312136 | Time: 1976.22 ms [2022-04-11 01:58:04 main:574] : INFO : Epoch 1945 | loss: 0.0312144 | val_loss: 0.031212 | Time: 1999.06 ms [2022-04-11 01:58:06 main:574] : INFO : Epoch 1946 | loss: 0.0312124 | val_loss: 0.0312107 | Time: 2008.24 ms [2022-04-11 01:58:08 main:574] : INFO : Epoch 1947 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 2031.87 ms [2022-04-11 01:58:10 main:574] : INFO : Epoch 1948 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 1994.39 ms [2022-04-11 01:58:12 main:574] : INFO : Epoch 1949 | loss: 0.0312078 | val_loss: 0.0312076 | Time: 2034.32 ms [2022-04-11 01:58:14 main:574] : INFO : Epoch 1950 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 2044.04 ms [2022-04-11 01:58:16 main:574] : INFO : Epoch 1951 | loss: 0.0312049 | val_loss: 0.0312064 | Time: 2047.21 ms [2022-04-11 01:58:18 main:574] : INFO : Epoch 1952 | loss: 0.0312044 | val_loss: 0.0312038 | Time: 2071.4 ms [2022-04-11 01:58:20 main:574] : INFO : Epoch 1953 | loss: 0.0312024 | val_loss: 0.0312029 | Time: 2006.34 ms [2022-04-11 01:58:22 main:574] : INFO : Epoch 1954 | loss: 0.0312034 | val_loss: 0.0312081 | Time: 1999.45 ms [2022-04-11 01:58:25 main:574] : INFO : Epoch 1955 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 2020.02 ms [2022-04-11 01:58:27 main:574] : INFO : Epoch 1956 | loss: 0.0312035 | val_loss: 0.0312046 | Time: 2047.47 ms [2022-04-11 01:58:29 main:574] : INFO : Epoch 1957 | loss: 0.0312029 | val_loss: 0.0312029 | Time: 2060.61 ms [2022-04-11 01:58:31 main:574] : INFO : Epoch 1958 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 2045.76 ms [2022-04-11 01:58:33 main:574] : INFO : Epoch 1959 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 1996.8 ms [2022-04-11 01:58:35 main:574] : INFO : Epoch 1960 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 1999.24 ms [2022-04-11 01:58:37 main:574] : INFO : Epoch 1961 | loss: 0.0311983 | val_loss: 0.0311953 | Time: 2015.75 ms [2022-04-11 01:58:39 main:574] : INFO : Epoch 1962 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 1995.08 ms [2022-04-11 01:58:41 main:574] : INFO : Epoch 1963 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 2017.29 ms [2022-04-11 01:58:43 main:574] : INFO : Epoch 1964 | loss: 0.0311938 | val_loss: 0.0311931 | Time: 1978.19 ms [2022-04-11 01:58:45 main:574] : INFO : Epoch 1965 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 1988.09 ms [2022-04-11 01:58:47 main:574] : INFO : Epoch 1966 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 2008.74 ms [2022-04-11 01:58:49 main:574] : INFO : Epoch 1967 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 1995.66 ms [2022-04-11 01:58:51 main:574] : INFO : Epoch 1968 | loss: 0.0311916 | val_loss: 0.0311912 | Time: 2026.97 ms [2022-04-11 01:58:54 main:574] : INFO : Epoch 1969 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 2000.85 ms [2022-04-11 01:58:56 main:574] : INFO : Epoch 1970 | loss: 0.0311911 | val_loss: 0.0311907 | Time: 1951.08 ms [2022-04-11 01:58:58 main:574] : INFO : Epoch 1971 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 2026.25 ms [2022-04-11 01:59:00 main:574] : INFO : Epoch 1972 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 1979.74 ms [2022-04-11 01:59:02 main:574] : INFO : Epoch 1973 | loss: 0.0311896 | val_loss: 0.0311915 | Time: 1945.19 ms [2022-04-11 01:59:04 main:574] : INFO : Epoch 1974 | loss: 0.0311919 | val_loss: 0.0311958 | Time: 1959.79 ms [2022-04-11 01:59:06 main:574] : INFO : Epoch 1975 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 1986.29 ms [2022-04-11 01:59:08 main:574] : INFO : Epoch 1976 | loss: 0.0311883 | val_loss: 0.0311902 | Time: 2027.27 ms [2022-04-11 01:59:10 main:574] : INFO : Epoch 1977 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 2020.28 ms [2022-04-11 01:59:12 main:574] : INFO : Epoch 1978 | loss: 0.0311875 | val_loss: 0.0311938 | Time: 2019.27 ms [2022-04-11 01:59:14 main:574] : INFO : Epoch 1979 | loss: 0.0311885 | val_loss: 0.0311877 | Time: 1992.1 ms [2022-04-11 01:59:16 main:574] : INFO : Epoch 1980 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 2069.03 ms [2022-04-11 01:59:18 main:574] : INFO : Epoch 1981 | loss: 0.031186 | val_loss: 0.0311886 | Time: 2081.82 ms [2022-04-11 01:59:20 main:574] : INFO : Epoch 1982 | loss: 0.0311868 | val_loss: 0.0311894 | Time: 2083.39 ms [2022-04-11 01:59:22 main:574] : INFO : Epoch 1983 | loss: 0.031186 | val_loss: 0.0311906 | Time: 2048.31 ms [2022-04-11 01:59:24 main:574] : INFO : Epoch 1984 | loss: 0.0311894 | val_loss: 0.0311883 | Time: 2033.97 ms [2022-04-11 01:59:26 main:574] : INFO : Epoch 1985 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 2061.79 ms [2022-04-11 01:59:29 main:574] : INFO : Epoch 1986 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 2020.61 ms [2022-04-11 01:59:31 main:574] : INFO : Epoch 1987 | loss: 0.0311871 | val_loss: 0.0311893 | Time: 2079.16 ms [2022-04-11 01:59:33 main:574] : INFO : Epoch 1988 | loss: 0.0311861 | val_loss: 0.031189 | Time: 2003.58 ms [2022-04-11 01:59:35 main:574] : INFO : Epoch 1989 | loss: 0.0311929 | val_loss: 0.0311985 | Time: 2020.5 ms [2022-04-11 01:59:37 main:574] : INFO : Epoch 1990 | loss: 0.0311882 | val_loss: 0.0311856 | Time: 1999.36 ms [2022-04-11 01:59:39 main:574] : INFO : Epoch 1991 | loss: 0.0311856 | val_loss: 0.0311953 | Time: 1997.05 ms [2022-04-11 01:59:41 main:574] : INFO : Epoch 1992 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 2034.55 ms [2022-04-11 01:59:43 main:574] : INFO : Epoch 1993 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 2053.76 ms [2022-04-11 01:59:45 main:574] : INFO : Epoch 1994 | loss: 0.0311866 | val_loss: 0.0311848 | Time: 1988.7 ms [2022-04-11 01:59:47 main:574] : INFO : Epoch 1995 | loss: 0.031185 | val_loss: 0.0311856 | Time: 2022.27 ms [2022-04-11 01:59:49 main:574] : INFO : Epoch 1996 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 2022.01 ms [2022-04-11 01:59:51 main:574] : INFO : Epoch 1997 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 1990.09 ms [2022-04-11 01:59:53 main:574] : INFO : Epoch 1998 | loss: 0.0311858 | val_loss: 0.0311845 | Time: 2040.59 ms [2022-04-11 01:59:55 main:574] : INFO : Epoch 1999 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 2006.16 ms [2022-04-11 01:59:57 main:574] : INFO : Epoch 2000 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 1994.81 ms [2022-04-11 01:59:59 main:574] : INFO : Epoch 2001 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 2038.47 ms [2022-04-11 02:00:01 main:574] : INFO : Epoch 2002 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 2022.36 ms [2022-04-11 02:00:03 main:574] : INFO : Epoch 2003 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 2005.52 ms [2022-04-11 02:00:05 main:574] : INFO : Epoch 2004 | loss: 0.031184 | val_loss: 0.0311834 | Time: 1987.04 ms [2022-04-11 02:00:07 main:574] : INFO : Epoch 2005 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 2011.34 ms [2022-04-11 02:00:09 main:574] : INFO : Epoch 2006 | loss: 0.0311875 | val_loss: 0.0311921 | Time: 1973.83 ms [2022-04-11 02:00:12 main:574] : INFO : Epoch 2007 | loss: 0.0311853 | val_loss: 0.0311844 | Time: 2009.43 ms [2022-04-11 02:00:14 main:574] : INFO : Epoch 2008 | loss: 0.0311839 | val_loss: 0.0311842 | Time: 2050.46 ms [2022-04-11 02:00:16 main:574] : INFO : Epoch 2009 | loss: 0.0311848 | val_loss: 0.0311905 | Time: 2033.39 ms [2022-04-11 02:00:18 main:574] : INFO : Epoch 2010 | loss: 0.0311837 | val_loss: 0.0311855 | Time: 2038.59 ms [2022-04-11 02:00:20 main:574] : INFO : Epoch 2011 | loss: 0.0311852 | val_loss: 0.0311842 | Time: 2035.49 ms [2022-04-11 02:00:22 main:574] : INFO : Epoch 2012 | loss: 0.031183 | val_loss: 0.0311827 | Time: 2032.62 ms [2022-04-11 02:00:24 main:574] : INFO : Epoch 2013 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 2086.05 ms [2022-04-11 02:00:26 main:574] : INFO : Epoch 2014 | loss: 0.0311846 | val_loss: 0.031183 | Time: 2058.26 ms [2022-04-11 02:00:28 main:574] : INFO : Epoch 2015 | loss: 0.0311839 | val_loss: 0.031194 | Time: 2012.75 ms [2022-04-11 02:00:30 main:574] : INFO : Epoch 2016 | loss: 0.0311839 | val_loss: 0.0311844 | Time: 2032.38 ms [2022-04-11 02:00:32 main:574] : INFO : Epoch 2017 | loss: 0.031183 | val_loss: 0.0311831 | Time: 2005.84 ms [2022-04-11 02:00:34 main:574] : INFO : Epoch 2018 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2052.35 ms [2022-04-11 02:00:36 main:574] : INFO : Epoch 2019 | loss: 0.0311833 | val_loss: 0.0311835 | Time: 2055.82 ms [2022-04-11 02:00:38 main:574] : INFO : Epoch 2020 | loss: 0.0311842 | val_loss: 0.0311828 | Time: 2030.31 ms [2022-04-11 02:00:40 main:574] : INFO : Epoch 2021 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 2029.46 ms [2022-04-11 02:00:43 main:574] : INFO : Epoch 2022 | loss: 0.0311832 | val_loss: 0.0311853 | Time: 2094.18 ms [2022-04-11 02:00:45 main:574] : INFO : Epoch 2023 | loss: 0.0311835 | val_loss: 0.0311826 | Time: 2076.6 ms [2022-04-11 02:00:47 main:574] : INFO : Epoch 2024 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 2005.66 ms [2022-04-11 02:00:49 main:574] : INFO : Epoch 2025 | loss: 0.0311845 | val_loss: 0.031197 | Time: 2012.5 ms [2022-04-11 02:00:51 main:574] : INFO : Epoch 2026 | loss: 0.0311835 | val_loss: 0.0311824 | Time: 2020.36 ms [2022-04-11 02:00:53 main:574] : INFO : Epoch 2027 | loss: 0.031183 | val_loss: 0.0311826 | Time: 1958.43 ms [2022-04-11 02:00:55 main:574] : INFO : Epoch 2028 | loss: 0.0311837 | val_loss: 0.0311924 | Time: 2081.42 ms [2022-04-11 02:00:57 main:574] : INFO : Epoch 2029 | loss: 0.0311836 | val_loss: 0.0311826 | Time: 2062.34 ms [2022-04-11 02:00:59 main:574] : INFO : Epoch 2030 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 2037.78 ms [2022-04-11 02:01:01 main:574] : INFO : Epoch 2031 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 2085.57 ms [2022-04-11 02:01:03 main:574] : INFO : Epoch 2032 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 2112.71 ms [2022-04-11 02:01:05 main:574] : INFO : Epoch 2033 | loss: 0.0311848 | val_loss: 0.0311819 | Time: 2069.77 ms [2022-04-11 02:01:08 main:574] : INFO : Epoch 2034 | loss: 0.0311826 | val_loss: 0.0311817 | Time: 2116 ms [2022-04-11 02:01:10 main:574] : INFO : Epoch 2035 | loss: 0.0311848 | val_loss: 0.0311822 | Time: 2033.18 ms [2022-04-11 02:01:12 main:574] : INFO : Epoch 2036 | loss: 0.0311828 | val_loss: 0.0311816 | Time: 2082.81 ms [2022-04-11 02:01:14 main:574] : INFO : Epoch 2037 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 2037.6 ms [2022-04-11 02:01:16 main:574] : INFO : Epoch 2038 | loss: 0.0311874 | val_loss: 0.0311954 | Time: 2066.48 ms [2022-04-11 02:01:18 main:574] : INFO : Epoch 2039 | loss: 0.0311865 | val_loss: 0.0311827 | Time: 2047.87 ms [2022-04-11 02:01:21 main:574] : INFO : Epoch 2040 | loss: 0.0311853 | val_loss: 0.0311831 | Time: 2136.93 ms [2022-04-11 02:01:23 main:574] : INFO : Epoch 2041 | loss: 0.0311835 | val_loss: 0.0311816 | Time: 2144.84 ms [2022-04-11 02:01:25 main:574] : INFO : Epoch 2042 | loss: 0.0311851 | val_loss: 0.0311859 | Time: 2046.49 ms [2022-04-11 02:01:27 main:574] : INFO : Epoch 2043 | loss: 0.031185 | val_loss: 0.0311842 | Time: 2037.18 ms [2022-04-11 02:01:29 main:574] : INFO : Epoch 2044 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 2066.48 ms [2022-04-11 02:01:31 main:574] : INFO : Epoch 2045 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 2056.18 ms [2022-04-11 02:01:34 main:574] : INFO : Epoch 2046 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 2101.15 ms [2022-04-11 02:01:36 main:574] : INFO : Epoch 2047 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 2059.96 ms [2022-04-11 02:01:38 main:574] : INFO : Epoch 2048 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 2070.91 ms [2022-04-11 02:01:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813 [2022-04-11 02:01:38 main:603] : INFO : Saving end state to config to file [2022-04-11 02:01:38 main:608] : INFO : Success, exiting.. 02:01:38 (12892): 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)