Task 14624238
| Name | ParityModified-1647043647-2526-3-0_1 |
| Workunit | 11617775 |
| Created | 18 Apr 2022, 22:12:23 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 6:57:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 15 min 36 sec |
| CPU time | 1 hours 15 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>
main:581] : INFO : Epoch 1538 | loss: 0.031173 | val_loss: 0.0311803 | Time: 2187.92 ms
[2022-04-19 07:38:52 main:581] : INFO : Epoch 1539 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2243.09 ms
[2022-04-19 07:38:54 main:581] : INFO : Epoch 1540 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 2205.78 ms
[2022-04-19 07:38:56 main:581] : INFO : Epoch 1541 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 2214.07 ms
[2022-04-19 07:38:58 main:581] : INFO : Epoch 1542 | loss: 0.0311717 | val_loss: 0.031188 | Time: 2198.63 ms
[2022-04-19 07:39:00 main:581] : INFO : Epoch 1543 | loss: 0.0311716 | val_loss: 0.0311939 | Time: 2207.58 ms
[2022-04-19 07:39:03 main:581] : INFO : Epoch 1544 | loss: 0.031176 | val_loss: 0.0311823 | Time: 2236.38 ms
[2022-04-19 07:39:05 main:581] : INFO : Epoch 1545 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 2211.03 ms
[2022-04-19 07:39:07 main:581] : INFO : Epoch 1546 | loss: 0.03117 | val_loss: 0.0311791 | Time: 2195.28 ms
[2022-04-19 07:39:09 main:581] : INFO : Epoch 1547 | loss: 0.0311724 | val_loss: 0.0311944 | Time: 2244.95 ms
[2022-04-19 07:39:12 main:581] : INFO : Epoch 1548 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 2203.07 ms
[2022-04-19 07:39:14 main:581] : INFO : Epoch 1549 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 2187.95 ms
[2022-04-19 07:39:16 main:581] : INFO : Epoch 1550 | loss: 0.0311705 | val_loss: 0.0311872 | Time: 2228.29 ms
[2022-04-19 07:39:18 main:581] : INFO : Epoch 1551 | loss: 0.0311702 | val_loss: 0.0311849 | Time: 2211.95 ms
[2022-04-19 07:39:20 main:581] : INFO : Epoch 1552 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 2243.04 ms
[2022-04-19 07:39:23 main:581] : INFO : Epoch 1553 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 2180.24 ms
[2022-04-19 07:39:25 main:581] : INFO : Epoch 1554 | loss: 0.0311697 | val_loss: 0.0311831 | Time: 2205.13 ms
[2022-04-19 07:39:27 main:581] : INFO : Epoch 1555 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2225.16 ms
[2022-04-19 07:39:29 main:581] : INFO : Epoch 1556 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 2213.78 ms
[2022-04-19 07:39:31 main:581] : INFO : Epoch 1557 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 2210.57 ms
[2022-04-19 07:39:34 main:581] : INFO : Epoch 1558 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 2172.64 ms
[2022-04-19 07:39:36 main:581] : INFO : Epoch 1559 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 2202.64 ms
[2022-04-19 07:39:38 main:581] : INFO : Epoch 1560 | loss: 0.0311671 | val_loss: 0.0311795 | Time: 2228.12 ms
[2022-04-19 07:39:40 main:581] : INFO : Epoch 1561 | loss: 0.0311706 | val_loss: 0.0311885 | Time: 2280.52 ms
[2022-04-19 07:39:43 main:581] : INFO : Epoch 1562 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 2279.27 ms
[2022-04-19 07:39:45 main:581] : INFO : Epoch 1563 | loss: 0.0311677 | val_loss: 0.0311805 | Time: 2238.8 ms
[2022-04-19 07:39:47 main:581] : INFO : Epoch 1564 | loss: 0.0311695 | val_loss: 0.0311801 | Time: 2291.16 ms
[2022-04-19 07:39:49 main:581] : INFO : Epoch 1565 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 2260.98 ms
[2022-04-19 07:39:52 main:581] : INFO : Epoch 1566 | loss: 0.0311667 | val_loss: 0.0311807 | Time: 2186.63 ms
[2022-04-19 07:39:54 main:581] : INFO : Epoch 1567 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 2219.67 ms
[2022-04-19 07:39:56 main:581] : INFO : Epoch 1568 | loss: 0.0311728 | val_loss: 0.0311846 | Time: 2283.77 ms
[2022-04-19 07:39:58 main:581] : INFO : Epoch 1569 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2225.71 ms
[2022-04-19 07:40:01 main:581] : INFO : Epoch 1570 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 2186.53 ms
[2022-04-19 07:40:03 main:581] : INFO : Epoch 1571 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 2189.34 ms
[2022-04-19 07:40:05 main:581] : INFO : Epoch 1572 | loss: 0.0311705 | val_loss: 0.031178 | Time: 2205.69 ms
[2022-04-19 07:40:07 main:581] : INFO : Epoch 1573 | loss: 0.0311702 | val_loss: 0.0311857 | Time: 2241.41 ms
[2022-04-19 07:40:09 main:581] : INFO : Epoch 1574 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 2251.12 ms
[2022-04-19 07:40:12 main:581] : INFO : Epoch 1575 | loss: 0.0311678 | val_loss: 0.0311753 | Time: 2199.32 ms
[2022-04-19 07:40:14 main:581] : INFO : Epoch 1576 | loss: 0.031169 | val_loss: 0.0311762 | Time: 2183.06 ms
[2022-04-19 07:40:16 main:581] : INFO : Epoch 1577 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 2223.83 ms
[2022-04-19 07:40:18 main:581] : INFO : Epoch 1578 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 2208.45 ms
[2022-04-19 07:40:20 main:581] : INFO : Epoch 1579 | loss: 0.031167 | val_loss: 0.0311791 | Time: 2180.55 ms
[2022-04-19 07:40:23 main:581] : INFO : Epoch 1580 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 2200.94 ms
[2022-04-19 07:40:25 main:581] : INFO : Epoch 1581 | loss: 0.0311662 | val_loss: 0.031175 | Time: 2214.19 ms
[2022-04-19 07:40:27 main:581] : INFO : Epoch 1582 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 2213.9 ms
[2022-04-19 07:40:29 main:581] : INFO : Epoch 1583 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 2185.16 ms
[2022-04-19 07:40:31 main:581] : INFO : Epoch 1584 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 2202.97 ms
[2022-04-19 07:40:34 main:581] : INFO : Epoch 1585 | loss: 0.031165 | val_loss: 0.0311768 | Time: 2180.08 ms
[2022-04-19 07:40:36 main:581] : INFO : Epoch 1586 | loss: 0.0311651 | val_loss: 0.0311772 | Time: 2205.22 ms
[2022-04-19 07:40:38 main:581] : INFO : Epoch 1587 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 2239.46 ms
[2022-04-19 07:40:40 main:581] : INFO : Epoch 1588 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 2219.62 ms
[2022-04-19 07:40:43 main:581] : INFO : Epoch 1589 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 2228.93 ms
[2022-04-19 07:40:45 main:581] : INFO : Epoch 1590 | loss: 0.0311739 | val_loss: 0.03118 | Time: 2223.05 ms
[2022-04-19 07:40:47 main:581] : INFO : Epoch 1591 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 2195.21 ms
[2022-04-19 07:40:49 main:581] : INFO : Epoch 1592 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 2308.88 ms
[2022-04-19 07:40:51 main:581] : INFO : Epoch 1593 | loss: 0.03117 | val_loss: 0.031177 | Time: 2169.37 ms
[2022-04-19 07:40:54 main:581] : INFO : Epoch 1594 | loss: 0.0311694 | val_loss: 0.0311822 | Time: 2196.34 ms
[2022-04-19 07:40:56 main:581] : INFO : Epoch 1595 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 2179.8 ms
[2022-04-19 07:40:58 main:581] : INFO : Epoch 1596 | loss: 0.0311679 | val_loss: 0.0311802 | Time: 2199.45 ms
[2022-04-19 07:41:00 main:581] : INFO : Epoch 1597 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 2254.83 ms
[2022-04-19 07:41:03 main:581] : INFO : Epoch 1598 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 2245.56 ms
[2022-04-19 07:41:05 main:581] : INFO : Epoch 1599 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2198.35 ms
[2022-04-19 07:41:07 main:581] : INFO : Epoch 1600 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 2184.2 ms
[2022-04-19 07:41:09 main:581] : INFO : Epoch 1601 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 2216.77 ms
[2022-04-19 07:41:11 main:581] : INFO : Epoch 1602 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 2188.66 ms
[2022-04-19 07:41:14 main:581] : INFO : Epoch 1603 | loss: 0.031166 | val_loss: 0.0311797 | Time: 2203.29 ms
[2022-04-19 07:41:16 main:581] : INFO : Epoch 1604 | loss: 0.0311653 | val_loss: 0.0311874 | Time: 2207.01 ms
[2022-04-19 07:41:18 main:581] : INFO : Epoch 1605 | loss: 0.0311699 | val_loss: 0.031179 | Time: 2201.2 ms
[2022-04-19 07:41:20 main:581] : INFO : Epoch 1606 | loss: 0.0311687 | val_loss: 0.031183 | Time: 2234.42 ms
[2022-04-19 07:41:22 main:581] : INFO : Epoch 1607 | loss: 0.0311762 | val_loss: 0.031184 | Time: 2186.36 ms
[2022-04-19 07:41:25 main:581] : INFO : Epoch 1608 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 2212.39 ms
[2022-04-19 07:41:27 main:581] : INFO : Epoch 1609 | loss: 0.031166 | val_loss: 0.0311779 | Time: 2234.44 ms
[2022-04-19 07:41:29 main:581] : INFO : Epoch 1610 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 2180.41 ms
[2022-04-19 07:41:31 main:581] : INFO : Epoch 1611 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 2156.5 ms
[2022-04-19 07:41:33 main:581] : INFO : Epoch 1612 | loss: 0.031168 | val_loss: 0.031175 | Time: 2222.97 ms
[2022-04-19 07:41:36 main:581] : INFO : Epoch 1613 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 2180.59 ms
[2022-04-19 07:41:38 main:581] : INFO : Epoch 1614 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 2210.93 ms
[2022-04-19 07:41:40 main:581] : INFO : Epoch 1615 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 2185.36 ms
[2022-04-19 07:41:42 main:581] : INFO : Epoch 1616 | loss: 0.0311643 | val_loss: 0.0311753 | Time: 2189.2 ms
[2022-04-19 07:41:44 main:581] : INFO : Epoch 1617 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 2128.38 ms
[2022-04-19 07:41:46 main:581] : INFO : Epoch 1618 | loss: 0.031164 | val_loss: 0.0311766 | Time: 2218.67 ms
[2022-04-19 07:41:49 main:581] : INFO : Epoch 1619 | loss: 0.0311626 | val_loss: 0.0311771 | Time: 2172.85 ms
[2022-04-19 07:41:51 main:581] : INFO : Epoch 1620 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 2202.67 ms
[2022-04-19 07:41:53 main:581] : INFO : Epoch 1621 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 2190.45 ms
[2022-04-19 07:41:55 main:581] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311757 | Time: 2167.89 ms
[2022-04-19 07:41:57 main:581] : INFO : Epoch 1623 | loss: 0.0311633 | val_loss: 0.0311803 | Time: 2166.73 ms
[2022-04-19 07:42:00 main:581] : INFO : Epoch 1624 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 2148.28 ms
[2022-04-19 07:42:02 main:581] : INFO : Epoch 1625 | loss: 0.0311652 | val_loss: 0.0311792 | Time: 2172.6 ms
[2022-04-19 07:42:04 main:581] : INFO : Epoch 1626 | loss: 0.0311617 | val_loss: 0.0311759 | Time: 2165.52 ms
[2022-04-19 07:42:06 main:581] : INFO : Epoch 1627 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 2142.74 ms
[2022-04-19 07:42:08 main:581] : INFO : Epoch 1628 | loss: 0.031161 | val_loss: 0.0311778 | Time: 2174.45 ms
[2022-04-19 07:42:10 main:581] : INFO : Epoch 1629 | loss: 0.0311599 | val_loss: 0.0311752 | Time: 2172.32 ms
[2022-04-19 07:42:13 main:581] : INFO : Epoch 1630 | loss: 0.0311599 | val_loss: 0.0311777 | Time: 2169.31 ms
[2022-04-19 07:42:15 main:581] : INFO : Epoch 1631 | loss: 0.03116 | val_loss: 0.0311764 | Time: 2143.63 ms
[2022-04-19 07:42:17 main:581] : INFO : Epoch 1632 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 2146.68 ms
[2022-04-19 07:42:19 main:581] : INFO : Epoch 1633 | loss: 0.0311601 | val_loss: 0.0311748 | Time: 2204.44 ms
[2022-04-19 07:42:21 main:581] : INFO : Epoch 1634 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 2126.76 ms
[2022-04-19 07:42:23 main:581] : INFO : Epoch 1635 | loss: 0.0311637 | val_loss: 0.0311758 | Time: 2191.42 ms
[2022-04-19 07:42:26 main:581] : INFO : Epoch 1636 | loss: 0.0311647 | val_loss: 0.031178 | Time: 2168.59 ms
[2022-04-19 07:42:28 main:581] : INFO : Epoch 1637 | loss: 0.0311649 | val_loss: 0.0312005 | Time: 2224.26 ms
[2022-04-19 07:42:30 main:581] : INFO : Epoch 1638 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2203.38 ms
[2022-04-19 07:42:32 main:581] : INFO : Epoch 1639 | loss: 0.0311596 | val_loss: 0.0311794 | Time: 2175.36 ms
[2022-04-19 07:42:34 main:581] : INFO : Epoch 1640 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 2176.51 ms
[2022-04-19 07:42:36 main:581] : INFO : Epoch 1641 | loss: 0.031158 | val_loss: 0.0311741 | Time: 2159.34 ms
[2022-04-19 07:42:39 main:581] : INFO : Epoch 1642 | loss: 0.0311586 | val_loss: 0.031179 | Time: 2192.05 ms
[2022-04-19 07:42:41 main:581] : INFO : Epoch 1643 | loss: 0.0311596 | val_loss: 0.0311779 | Time: 2200.93 ms
[2022-04-19 07:42:43 main:581] : INFO : Epoch 1644 | loss: 0.0311639 | val_loss: 0.0311817 | Time: 2175.24 ms
[2022-04-19 07:42:45 main:581] : INFO : Epoch 1645 | loss: 0.0311589 | val_loss: 0.0311788 | Time: 2218.98 ms
[2022-04-19 07:42:47 main:581] : INFO : Epoch 1646 | loss: 0.0311568 | val_loss: 0.0311755 | Time: 2174.52 ms
[2022-04-19 07:42:50 main:581] : INFO : Epoch 1647 | loss: 0.0311571 | val_loss: 0.0311764 | Time: 2190.66 ms
[2022-04-19 07:42:52 main:581] : INFO : Epoch 1648 | loss: 0.0311588 | val_loss: 0.0311793 | Time: 2178.01 ms
[2022-04-19 07:42:54 main:581] : INFO : Epoch 1649 | loss: 0.0311557 | val_loss: 0.03118 | Time: 2201.28 ms
[2022-04-19 07:42:56 main:581] : INFO : Epoch 1650 | loss: 0.0311557 | val_loss: 0.0311792 | Time: 2212.94 ms
[2022-04-19 07:42:58 main:581] : INFO : Epoch 1651 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 2173.28 ms
[2022-04-19 07:43:01 main:581] : INFO : Epoch 1652 | loss: 0.0311585 | val_loss: 0.0311767 | Time: 2211.06 ms
[2022-04-19 07:43:03 main:581] : INFO : Epoch 1653 | loss: 0.0311587 | val_loss: 0.0311768 | Time: 2184.19 ms
[2022-04-19 07:43:05 main:581] : INFO : Epoch 1654 | loss: 0.0311577 | val_loss: 0.0311792 | Time: 2166.5 ms
[2022-04-19 07:43:07 main:581] : INFO : Epoch 1655 | loss: 0.0311552 | val_loss: 0.0311788 | Time: 2185.73 ms
[2022-04-19 07:43:09 main:581] : INFO : Epoch 1656 | loss: 0.0311557 | val_loss: 0.0311786 | Time: 2195.68 ms
[2022-04-19 07:43:11 main:581] : INFO : Epoch 1657 | loss: 0.0311582 | val_loss: 0.0311765 | Time: 2179.3 ms
[2022-04-19 07:43:14 main:581] : INFO : Epoch 1658 | loss: 0.0311594 | val_loss: 0.0311772 | Time: 2187.41 ms
[2022-04-19 07:43:16 main:581] : INFO : Epoch 1659 | loss: 0.0311576 | val_loss: 0.0311801 | Time: 2218.86 ms
[2022-04-19 07:43:18 main:581] : INFO : Epoch 1660 | loss: 0.0311553 | val_loss: 0.0311859 | Time: 2196.78 ms
[2022-04-19 07:43:20 main:581] : INFO : Epoch 1661 | loss: 0.0311582 | val_loss: 0.0311833 | Time: 2167.49 ms
[2022-04-19 07:43:22 main:581] : INFO : Epoch 1662 | loss: 0.0311554 | val_loss: 0.0311778 | Time: 2188.1 ms
[2022-04-19 07:43:25 main:581] : INFO : Epoch 1663 | loss: 0.031157 | val_loss: 0.031177 | Time: 2199.07 ms
[2022-04-19 07:43:27 main:581] : INFO : Epoch 1664 | loss: 0.0311587 | val_loss: 0.0311758 | Time: 2212.35 ms
[2022-04-19 07:43:29 main:581] : INFO : Epoch 1665 | loss: 0.0311574 | val_loss: 0.0311783 | Time: 2188.42 ms
[2022-04-19 07:43:31 main:581] : INFO : Epoch 1666 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 2157.09 ms
[2022-04-19 07:43:33 main:581] : INFO : Epoch 1667 | loss: 0.0311568 | val_loss: 0.0311789 | Time: 2189.55 ms
[2022-04-19 07:43:36 main:581] : INFO : Epoch 1668 | loss: 0.0311563 | val_loss: 0.0311759 | Time: 2186.67 ms
[2022-04-19 07:43:38 main:581] : INFO : Epoch 1669 | loss: 0.031158 | val_loss: 0.0311815 | Time: 2168.09 ms
[2022-04-19 07:43:40 main:581] : INFO : Epoch 1670 | loss: 0.0311585 | val_loss: 0.0311864 | Time: 2200.66 ms
[2022-04-19 07:43:42 main:581] : INFO : Epoch 1671 | loss: 0.0311573 | val_loss: 0.0311835 | Time: 2166.38 ms
[2022-04-19 07:43:44 main:581] : INFO : Epoch 1672 | loss: 0.0311548 | val_loss: 0.0311791 | Time: 2174.66 ms
[2022-04-19 07:43:46 main:581] : INFO : Epoch 1673 | loss: 0.031155 | val_loss: 0.0311772 | Time: 2190.69 ms
[2022-04-19 07:43:49 main:581] : INFO : Epoch 1674 | loss: 0.0311553 | val_loss: 0.0311776 | Time: 2172.54 ms
[2022-04-19 07:43:51 main:581] : INFO : Epoch 1675 | loss: 0.0311557 | val_loss: 0.031176 | Time: 2199.44 ms
[2022-04-19 07:43:53 main:581] : INFO : Epoch 1676 | loss: 0.0311568 | val_loss: 0.0311808 | Time: 2187.11 ms
[2022-04-19 07:43:55 main:581] : INFO : Epoch 1677 | loss: 0.0311576 | val_loss: 0.0311764 | Time: 2211.22 ms
[2022-04-19 07:43:57 main:581] : INFO : Epoch 1678 | loss: 0.0311563 | val_loss: 0.0311799 | Time: 2211.91 ms
[2022-04-19 07:44:00 main:581] : INFO : Epoch 1679 | loss: 0.031157 | val_loss: 0.0311777 | Time: 2230.89 ms
[2022-04-19 07:44:02 main:581] : INFO : Epoch 1680 | loss: 0.0311536 | val_loss: 0.0311749 | Time: 2213.29 ms
[2022-04-19 07:44:04 main:581] : INFO : Epoch 1681 | loss: 0.0311538 | val_loss: 0.0311769 | Time: 2213.56 ms
[2022-04-19 07:44:06 main:581] : INFO : Epoch 1682 | loss: 0.0311551 | val_loss: 0.0311815 | Time: 2181.98 ms
[2022-04-19 07:44:08 main:581] : INFO : Epoch 1683 | loss: 0.0311557 | val_loss: 0.0311804 | Time: 2176.61 ms
[2022-04-19 07:44:11 main:581] : INFO : Epoch 1684 | loss: 0.0311531 | val_loss: 0.0311831 | Time: 2161.11 ms
[2022-04-19 07:44:13 main:581] : INFO : Epoch 1685 | loss: 0.0311526 | val_loss: 0.0311801 | Time: 2189.82 ms
[2022-04-19 07:44:15 main:581] : INFO : Epoch 1686 | loss: 0.0311514 | val_loss: 0.0311796 | Time: 2164.95 ms
[2022-04-19 07:44:17 main:581] : INFO : Epoch 1687 | loss: 0.0311531 | val_loss: 0.031183 | Time: 2195.66 ms
[2022-04-19 07:44:19 main:581] : INFO : Epoch 1688 | loss: 0.0311526 | val_loss: 0.0311772 | Time: 2201.35 ms
[2022-04-19 07:44:22 main:581] : INFO : Epoch 1689 | loss: 0.0311535 | val_loss: 0.0311768 | Time: 2207.64 ms
[2022-04-19 07:44:24 main:581] : INFO : Epoch 1690 | loss: 0.0311552 | val_loss: 0.0311758 | Time: 2166.99 ms
[2022-04-19 07:44:26 main:581] : INFO : Epoch 1691 | loss: 0.0311551 | val_loss: 0.0311782 | Time: 2214.73 ms
[2022-04-19 07:44:28 main:581] : INFO : Epoch 1692 | loss: 0.0311585 | val_loss: 0.0311796 | Time: 2175.45 ms
[2022-04-19 07:44:30 main:581] : INFO : Epoch 1693 | loss: 0.0311564 | val_loss: 0.031176 | Time: 2180.86 ms
[2022-04-19 07:44:33 main:581] : INFO : Epoch 1694 | loss: 0.0311534 | val_loss: 0.0311801 | Time: 2212.92 ms
[2022-04-19 07:44:35 main:581] : INFO : Epoch 1695 | loss: 0.0311534 | val_loss: 0.0311797 | Time: 2196.57 ms
[2022-04-19 07:44:37 main:581] : INFO : Epoch 1696 | loss: 0.0311534 | val_loss: 0.0311782 | Time: 2217.92 ms
[2022-04-19 07:44:39 main:581] : INFO : Epoch 1697 | loss: 0.0311545 | val_loss: 0.0311748 | Time: 2232.45 ms
[2022-04-19 07:44:41 main:581] : INFO : Epoch 1698 | loss: 0.0311597 | val_loss: 0.0311778 | Time: 2236.13 ms
[2022-04-19 07:44:44 main:581] : INFO : Epoch 1699 | loss: 0.031159 | val_loss: 0.0311839 | Time: 2200.85 ms
[2022-04-19 07:44:46 main:581] : INFO : Epoch 1700 | loss: 0.0311559 | val_loss: 0.0311808 | Time: 2189.43 ms
[2022-04-19 07:44:48 main:581] : INFO : Epoch 1701 | loss: 0.0311582 | val_loss: 0.0311806 | Time: 2208.29 ms
[2022-04-19 07:44:50 main:581] : INFO : Epoch 1702 | loss: 0.0311535 | val_loss: 0.0311869 | Time: 2243.38 ms
[2022-04-19 07:44:53 main:581] : INFO : Epoch 1703 | loss: 0.031156 | val_loss: 0.031181 | Time: 2234.58 ms
[2022-04-19 07:44:55 main:581] : INFO : Epoch 1704 | loss: 0.0311524 | val_loss: 0.0311786 | Time: 2251.03 ms
[2022-04-19 07:44:57 main:581] : INFO : Epoch 1705 | loss: 0.0311511 | val_loss: 0.0311807 | Time: 2197.88 ms
[2022-04-19 07:44:59 main:581] : INFO : Epoch 1706 | loss: 0.0311559 | val_loss: 0.0311797 | Time: 2234.99 ms
[2022-04-19 07:45:01 main:581] : INFO : Epoch 1707 | loss: 0.0311591 | val_loss: 0.0311785 | Time: 2217.08 ms
[2022-04-19 07:45:04 main:581] : INFO : Epoch 1708 | loss: 0.0311585 | val_loss: 0.0311793 | Time: 2209.54 ms
[2022-04-19 07:45:06 main:581] : INFO : Epoch 1709 | loss: 0.031155 | val_loss: 0.03118 | Time: 2181.35 ms
[2022-04-19 07:45:08 main:581] : INFO : Epoch 1710 | loss: 0.0311544 | val_loss: 0.0311781 | Time: 2252.08 ms
[2022-04-19 07:45:10 main:581] : INFO : Epoch 1711 | loss: 0.0311541 | val_loss: 0.0311805 | Time: 2264.04 ms
[2022-04-19 07:45:13 main:581] : INFO : Epoch 1712 | loss: 0.0311514 | val_loss: 0.0311809 | Time: 2215.93 ms
[2022-04-19 07:45:15 main:581] : INFO : Epoch 1713 | loss: 0.0311494 | val_loss: 0.0311781 | Time: 2256.05 ms
[2022-04-19 07:45:17 main:581] : INFO : Epoch 1714 | loss: 0.0311504 | val_loss: 0.0311839 | Time: 2225.11 ms
[2022-04-19 07:45:19 main:581] : INFO : Epoch 1715 | loss: 0.0311492 | val_loss: 0.0311817 | Time: 2241.65 ms
[2022-04-19 07:45:22 main:581] : INFO : Epoch 1716 | loss: 0.0311503 | val_loss: 0.0311898 | Time: 2235.98 ms
[2022-04-19 07:45:24 main:581] : INFO : Epoch 1717 | loss: 0.0311486 | val_loss: 0.0311763 | Time: 2201.72 ms
[2022-04-19 07:45:26 main:581] : INFO : Epoch 1718 | loss: 0.031148 | val_loss: 0.0311834 | Time: 2199.63 ms
[2022-04-19 07:45:28 main:581] : INFO : Epoch 1719 | loss: 0.0311484 | val_loss: 0.031182 | Time: 2212.31 ms
[2022-04-19 07:45:30 main:581] : INFO : Epoch 1720 | loss: 0.0311491 | val_loss: 0.0311813 | Time: 2210.82 ms
[2022-04-19 07:45:33 main:581] : INFO : Epoch 1721 | loss: 0.0311593 | val_loss: 0.0311754 | Time: 2209.72 ms
[2022-04-19 07:45:35 main:581] : INFO : Epoch 1722 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 2243.53 ms
[2022-04-19 07:45:37 main:581] : INFO : Epoch 1723 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 2208.02 ms
[2022-04-19 07:45:39 main:581] : INFO : Epoch 1724 | loss: 0.0311568 | val_loss: 0.031174 | Time: 2216.69 ms
[2022-04-19 07:45:41 main:581] : INFO : Epoch 1725 | loss: 0.0311517 | val_loss: 0.0311768 | Time: 2212.07 ms
[2022-04-19 07:45:44 main:581] : INFO : Epoch 1726 | loss: 0.0311537 | val_loss: 0.0311779 | Time: 2225.46 ms
[2022-04-19 07:45:46 main:581] : INFO : Epoch 1727 | loss: 0.0311501 | val_loss: 0.0311813 | Time: 2201.19 ms
[2022-04-19 07:45:48 main:581] : INFO : Epoch 1728 | loss: 0.0311494 | val_loss: 0.0311814 | Time: 2242.61 ms
[2022-04-19 07:45:50 main:581] : INFO : Epoch 1729 | loss: 0.0311519 | val_loss: 0.0311814 | Time: 2224.11 ms
[2022-04-19 07:45:53 main:581] : INFO : Epoch 1730 | loss: 0.0311517 | val_loss: 0.0311804 | Time: 2233.01 ms
[2022-04-19 07:45:55 main:581] : INFO : Epoch 1731 | loss: 0.0311501 | val_loss: 0.0311816 | Time: 2258.23 ms
[2022-04-19 07:45:57 main:581] : INFO : Epoch 1732 | loss: 0.0311493 | val_loss: 0.0311826 | Time: 2244.45 ms
[2022-04-19 07:45:59 main:581] : INFO : Epoch 1733 | loss: 0.0311465 | val_loss: 0.0311866 | Time: 2235.04 ms
[2022-04-19 07:46:02 main:581] : INFO : Epoch 1734 | loss: 0.0311507 | val_loss: 0.0311847 | Time: 2206.08 ms
[2022-04-19 07:46:04 main:581] : INFO : Epoch 1735 | loss: 0.0311497 | val_loss: 0.0311798 | Time: 2243.5 ms
[2022-04-19 07:46:06 main:581] : INFO : Epoch 1736 | loss: 0.0311487 | val_loss: 0.0311818 | Time: 2221.55 ms
[2022-04-19 07:46:08 main:581] : INFO : Epoch 1737 | loss: 0.0311474 | val_loss: 0.0311783 | Time: 2212.83 ms
[2022-04-19 07:46:10 main:581] : INFO : Epoch 1738 | loss: 0.031145 | val_loss: 0.0311839 | Time: 2208.52 ms
[2022-04-19 07:46:13 main:581] : INFO : Epoch 1739 | loss: 0.0311477 | val_loss: 0.0311889 | Time: 2198.99 ms
[2022-04-19 07:46:15 main:581] : INFO : Epoch 1740 | loss: 0.0311528 | val_loss: 0.0311839 | Time: 2189.61 ms
[2022-04-19 07:46:17 main:581] : INFO : Epoch 1741 | loss: 0.0311456 | val_loss: 0.0311846 | Time: 2206.2 ms
[2022-04-19 07:46:19 main:581] : INFO : Epoch 1742 | loss: 0.0311513 | val_loss: 0.0311821 | Time: 2196.2 ms
[2022-04-19 07:46:21 main:581] : INFO : Epoch 1743 | loss: 0.0311488 | val_loss: 0.0311832 | Time: 2232.02 ms
[2022-04-19 07:46:24 main:581] : INFO : Epoch 1744 | loss: 0.0311491 | val_loss: 0.0311843 | Time: 2225.5 ms
[2022-04-19 07:46:26 main:581] : INFO : Epoch 1745 | loss: 0.0311475 | val_loss: 0.0311806 | Time: 2233.93 ms
[2022-04-19 07:46:28 main:581] : INFO : Epoch 1746 | loss: 0.0311476 | val_loss: 0.0311861 | Time: 2237.54 ms
[2022-04-19 07:46:30 main:581] : INFO : Epoch 1747 | loss: 0.0311491 | val_loss: 0.0311849 | Time: 2227.4 ms
[2022-04-19 07:46:33 main:581] : INFO : Epoch 1748 | loss: 0.0311478 | val_loss: 0.0311787 | Time: 2212.61 ms
[2022-04-19 07:46:35 main:581] : INFO : Epoch 1749 | loss: 0.0311485 | val_loss: 0.031182 | Time: 2214.59 ms
[2022-04-19 07:46:37 main:581] : INFO : Epoch 1750 | loss: 0.0311504 | val_loss: 0.0311807 | Time: 2235.69 ms
[2022-04-19 07:46:39 main:581] : INFO : Epoch 1751 | loss: 0.0311543 | val_loss: 0.0311801 | Time: 2228.14 ms
[2022-04-19 07:46:41 main:581] : INFO : Epoch 1752 | loss: 0.0311504 | val_loss: 0.0311845 | Time: 2187.94 ms
[2022-04-19 07:46:44 main:581] : INFO : Epoch 1753 | loss: 0.0311504 | val_loss: 0.0311821 | Time: 2237.07 ms
[2022-04-19 07:46:46 main:581] : INFO : Epoch 1754 | loss: 0.0311498 | val_loss: 0.0311833 | Time: 2210.78 ms
[2022-04-19 07:46:48 main:581] : INFO : Epoch 1755 | loss: 0.0311471 | val_loss: 0.0311831 | Time: 2185.72 ms
[2022-04-19 07:46:50 main:581] : INFO : Epoch 1756 | loss: 0.0311468 | val_loss: 0.0311873 | Time: 2235.35 ms
[2022-04-19 07:46:53 main:581] : INFO : Epoch 1757 | loss: 0.031149 | val_loss: 0.0311771 | Time: 2263.78 ms
[2022-04-19 07:46:55 main:581] : INFO : Epoch 1758 | loss: 0.0311509 | val_loss: 0.0311789 | Time: 2231.67 ms
[2022-04-19 07:46:57 main:581] : INFO : Epoch 1759 | loss: 0.0311466 | val_loss: 0.0311831 | Time: 2192.59 ms
[2022-04-19 07:46:59 main:581] : INFO : Epoch 1760 | loss: 0.0311483 | val_loss: 0.0311827 | Time: 2205.62 ms
[2022-04-19 07:47:01 main:581] : INFO : Epoch 1761 | loss: 0.0311479 | val_loss: 0.0311842 | Time: 2209.51 ms
[2022-04-19 07:47:04 main:581] : INFO : Epoch 1762 | loss: 0.031149 | val_loss: 0.0311862 | Time: 2217.11 ms
[2022-04-19 07:47:06 main:581] : INFO : Epoch 1763 | loss: 0.0311449 | val_loss: 0.031186 | Time: 2194.77 ms
[2022-04-19 07:47:08 main:581] : INFO : Epoch 1764 | loss: 0.0311469 | val_loss: 0.0311816 | Time: 2189.62 ms
[2022-04-19 07:47:10 main:581] : INFO : Epoch 1765 | loss: 0.0311462 | val_loss: 0.0311845 | Time: 2181.75 ms
[2022-04-19 07:47:12 main:581] : INFO : Epoch 1766 | loss: 0.0311508 | val_loss: 0.0311821 | Time: 2207.66 ms
[2022-04-19 07:47:15 main:581] : INFO : Epoch 1767 | loss: 0.0311467 | val_loss: 0.0311879 | Time: 2207.85 ms
[2022-04-19 07:47:17 main:581] : INFO : Epoch 1768 | loss: 0.0311438 | val_loss: 0.0311811 | Time: 2194.13 ms
[2022-04-19 07:47:19 main:581] : INFO : Epoch 1769 | loss: 0.0311486 | val_loss: 0.0311771 | Time: 2256.12 ms
[2022-04-19 07:47:21 main:581] : INFO : Epoch 1770 | loss: 0.0311479 | val_loss: 0.0311772 | Time: 2241.21 ms
[2022-04-19 07:47:23 main:581] : INFO : Epoch 1771 | loss: 0.0311476 | val_loss: 0.0311855 | Time: 2183.15 ms
[2022-04-19 07:47:26 main:581] : INFO : Epoch 1772 | loss: 0.0311507 | val_loss: 0.0311799 | Time: 2202.07 ms
[2022-04-19 07:47:28 main:581] : INFO : Epoch 1773 | loss: 0.0311486 | val_loss: 0.0311751 | Time: 2227.42 ms
[2022-04-19 07:47:30 main:581] : INFO : Epoch 1774 | loss: 0.0311453 | val_loss: 0.0311811 | Time: 2187.33 ms
[2022-04-19 07:47:32 main:581] : INFO : Epoch 1775 | loss: 0.0311472 | val_loss: 0.0311832 | Time: 2214.99 ms
[2022-04-19 07:47:35 main:581] : INFO : Epoch 1776 | loss: 0.0311517 | val_loss: 0.0311775 | Time: 2243.14 ms
[2022-04-19 07:47:37 main:581] : INFO : Epoch 1777 | loss: 0.0311503 | val_loss: 0.0311787 | Time: 2274.81 ms
[2022-04-19 07:47:39 main:581] : INFO : Epoch 1778 | loss: 0.0311517 | val_loss: 0.0311777 | Time: 2239.15 ms
[2022-04-19 07:47:41 main:581] : INFO : Epoch 1779 | loss: 0.0311513 | val_loss: 0.0311793 | Time: 2209.58 ms
[2022-04-19 07:47:44 main:581] : INFO : Epoch 1780 | loss: 0.0311483 | val_loss: 0.031177 | Time: 2234.88 ms
[2022-04-19 07:47:46 main:581] : INFO : Epoch 1781 | loss: 0.0311455 | val_loss: 0.0311747 | Time: 2222.12 ms
[2022-04-19 07:47:48 main:581] : INFO : Epoch 1782 | loss: 0.031145 | val_loss: 0.0311783 | Time: 2213.11 ms
[2022-04-19 07:47:50 main:581] : INFO : Epoch 1783 | loss: 0.031144 | val_loss: 0.0311805 | Time: 2225.9 ms
[2022-04-19 07:47:52 main:581] : INFO : Epoch 1784 | loss: 0.0311443 | val_loss: 0.0311789 | Time: 2178.04 ms
[2022-04-19 07:47:55 main:581] : INFO : Epoch 1785 | loss: 0.0311472 | val_loss: 0.0311826 | Time: 2228.75 ms
[2022-04-19 07:47:57 main:581] : INFO : Epoch 1786 | loss: 0.0311477 | val_loss: 0.0311793 | Time: 2189.38 ms
[2022-04-19 07:47:59 main:581] : INFO : Epoch 1787 | loss: 0.0311483 | val_loss: 0.0311773 | Time: 2227.92 ms
[2022-04-19 07:48:01 main:581] : INFO : Epoch 1788 | loss: 0.0311502 | val_loss: 0.0311814 | Time: 2253.64 ms
[2022-04-19 07:48:03 main:581] : INFO : Epoch 1789 | loss: 0.0311488 | val_loss: 0.031173 | Time: 2226.38 ms
[2022-04-19 07:48:06 main:581] : INFO : Epoch 1790 | loss: 0.031149 | val_loss: 0.0311775 | Time: 2194.48 ms
[2022-04-19 07:48:08 main:581] : INFO : Epoch 1791 | loss: 0.0311458 | val_loss: 0.0311778 | Time: 2199.49 ms
[2022-04-19 07:48:10 main:581] : INFO : Epoch 1792 | loss: 0.0311467 | val_loss: 0.0311823 | Time: 2202.51 ms
[2022-04-19 07:48:12 main:581] : INFO : Epoch 1793 | loss: 0.0311503 | val_loss: 0.0311886 | Time: 2123.71 ms
[2022-04-19 07:48:14 main:581] : INFO : Epoch 1794 | loss: 0.031144 | val_loss: 0.0311783 | Time: 2133.97 ms
[2022-04-19 07:48:16 main:581] : INFO : Epoch 1795 | loss: 0.031144 | val_loss: 0.0311778 | Time: 2101.9 ms
[2022-04-19 07:48:19 main:581] : INFO : Epoch 1796 | loss: 0.0311429 | val_loss: 0.0311779 | Time: 2096.82 ms
[2022-04-19 07:48:21 main:581] : INFO : Epoch 1797 | loss: 0.0311438 | val_loss: 0.0311816 | Time: 2127.5 ms
[2022-04-19 07:48:23 main:581] : INFO : Epoch 1798 | loss: 0.0311438 | val_loss: 0.0311801 | Time: 2164.52 ms
[2022-04-19 07:48:25 main:581] : INFO : Epoch 1799 | loss: 0.0311459 | val_loss: 0.0311895 | Time: 2189.99 ms
[2022-04-19 07:48:27 main:581] : INFO : Epoch 1800 | loss: 0.0311487 | val_loss: 0.0311813 | Time: 2186.51 ms
[2022-04-19 07:48:29 main:581] : INFO : Epoch 1801 | loss: 0.0311459 | val_loss: 0.0311803 | Time: 2147.17 ms
[2022-04-19 07:48:32 main:581] : INFO : Epoch 1802 | loss: 0.0311472 | val_loss: 0.0311899 | Time: 2176.43 ms
[2022-04-19 07:48:34 main:581] : INFO : Epoch 1803 | loss: 0.0311484 | val_loss: 0.031189 | Time: 2175.02 ms
[2022-04-19 07:48:36 main:581] : INFO : Epoch 1804 | loss: 0.0311488 | val_loss: 0.0311799 | Time: 2182.15 ms
[2022-04-19 07:48:38 main:581] : INFO : Epoch 1805 | loss: 0.0311475 | val_loss: 0.031181 | Time: 2169.65 ms
[2022-04-19 07:48:40 main:581] : INFO : Epoch 1806 | loss: 0.0311442 | val_loss: 0.0311825 | Time: 2148.13 ms
[2022-04-19 07:48:42 main:581] : INFO : Epoch 1807 | loss: 0.0311461 | val_loss: 0.0311772 | Time: 2158.37 ms
[2022-04-19 07:48:45 main:581] : INFO : Epoch 1808 | loss: 0.0311482 | val_loss: 0.0311869 | Time: 2142.52 ms
[2022-04-19 07:48:47 main:581] : INFO : Epoch 1809 | loss: 0.0311485 | val_loss: 0.0311833 | Time: 2152.56 ms
[2022-04-19 07:48:49 main:581] : INFO : Epoch 1810 | loss: 0.0311507 | val_loss: 0.0311906 | Time: 2179.93 ms
[2022-04-19 07:48:51 main:581] : INFO : Epoch 1811 | loss: 0.0311521 | val_loss: 0.0311858 | Time: 2166.42 ms
[2022-04-19 07:48:53 main:581] : INFO : Epoch 1812 | loss: 0.0311542 | val_loss: 0.031187 | Time: 2174.21 ms
[2022-04-19 07:48:55 main:581] : INFO : Epoch 1813 | loss: 0.0311547 | val_loss: 0.0311811 | Time: 2137.84 ms
[2022-04-19 07:48:57 main:581] : INFO : Epoch 1814 | loss: 0.0311535 | val_loss: 0.0311818 | Time: 2139.18 ms
[2022-04-19 07:49:00 main:581] : INFO : Epoch 1815 | loss: 0.0311512 | val_loss: 0.0311764 | Time: 2160.32 ms
[2022-04-19 07:49:02 main:581] : INFO : Epoch 1816 | loss: 0.0311492 | val_loss: 0.0311761 | Time: 2179.11 ms
[2022-04-19 07:49:04 main:581] : INFO : Epoch 1817 | loss: 0.0311471 | val_loss: 0.0311863 | Time: 2167.48 ms
[2022-04-19 07:49:06 main:581] : INFO : Epoch 1818 | loss: 0.0311448 | val_loss: 0.0311842 | Time: 2169.28 ms
[2022-04-19 07:49:08 main:581] : INFO : Epoch 1819 | loss: 0.031144 | val_loss: 0.0311817 | Time: 2170.8 ms
[2022-04-19 07:49:11 main:581] : INFO : Epoch 1820 | loss: 0.0311464 | val_loss: 0.0311783 | Time: 2194.15 ms
[2022-04-19 07:49:13 main:581] : INFO : Epoch 1821 | loss: 0.031145 | val_loss: 0.0311807 | Time: 2174.87 ms
[2022-04-19 07:49:15 main:581] : INFO : Epoch 1822 | loss: 0.0311441 | val_loss: 0.0311769 | Time: 2146.93 ms
[2022-04-19 07:49:17 main:581] : INFO : Epoch 1823 | loss: 0.0311471 | val_loss: 0.0311789 | Time: 2129.12 ms
[2022-04-19 07:49:19 main:581] : INFO : Epoch 1824 | loss: 0.0311478 | val_loss: 0.031184 | Time: 2180.35 ms
[2022-04-19 07:49:21 main:581] : INFO : Epoch 1825 | loss: 0.0311438 | val_loss: 0.0311783 | Time: 2187.81 ms
[2022-04-19 07:49:24 main:581] : INFO : Epoch 1826 | loss: 0.0311469 | val_loss: 0.0311787 | Time: 2173.88 ms
[2022-04-19 07:49:26 main:581] : INFO : Epoch 1827 | loss: 0.0311472 | val_loss: 0.0311831 | Time: 2158.67 ms
[2022-04-19 07:49:28 main:581] : INFO : Epoch 1828 | loss: 0.0311451 | val_loss: 0.0311866 | Time: 2164.3 ms
[2022-04-19 07:49:30 main:581] : INFO : Epoch 1829 | loss: 0.0311444 | val_loss: 0.0311803 | Time: 2142.82 ms
[2022-04-19 07:49:32 main:581] : INFO : Epoch 1830 | loss: 0.0311427 | val_loss: 0.03118 | Time: 2151.54 ms
[2022-04-19 07:49:34 main:581] : INFO : Epoch 1831 | loss: 0.0311404 | val_loss: 0.0311814 | Time: 2161.1 ms
[2022-04-19 07:49:36 main:581] : INFO : Epoch 1832 | loss: 0.0311425 | val_loss: 0.0311902 | Time: 2159.9 ms
[2022-04-19 07:49:39 main:581] : INFO : Epoch 1833 | loss: 0.0311449 | val_loss: 0.0311838 | Time: 2150.44 ms
[2022-04-19 07:49:41 main:581] : INFO : Epoch 1834 | loss: 0.0311437 | val_loss: 0.0311821 | Time: 2209.73 ms
[2022-04-19 07:49:43 main:581] : INFO : Epoch 1835 | loss: 0.0311432 | val_loss: 0.0311823 | Time: 2183.06 ms
[2022-04-19 07:49:45 main:581] : INFO : Epoch 1836 | loss: 0.031144 | val_loss: 0.0311831 | Time: 2145.06 ms
[2022-04-19 07:49:47 main:581] : INFO : Epoch 1837 | loss: 0.0311407 | val_loss: 0.0311801 | Time: 2159.59 ms
[2022-04-19 07:49:49 main:581] : INFO : Epoch 1838 | loss: 0.0311408 | val_loss: 0.031178 | Time: 2148.24 ms
[2022-04-19 07:49:52 main:581] : INFO : Epoch 1839 | loss: 0.0311407 | val_loss: 0.0311819 | Time: 2168.65 ms
[2022-04-19 07:49:54 main:581] : INFO : Epoch 1840 | loss: 0.0311499 | val_loss: 0.031174 | Time: 2161.43 ms
[2022-04-19 07:49:56 main:581] : INFO : Epoch 1841 | loss: 0.0311482 | val_loss: 0.0311748 | Time: 2186.52 ms
[2022-04-19 07:49:58 main:581] : INFO : Epoch 1842 | loss: 0.0311444 | val_loss: 0.0311788 | Time: 2166.74 ms
[2022-04-19 07:50:00 main:581] : INFO : Epoch 1843 | loss: 0.0311458 | val_loss: 0.0311803 | Time: 2170.84 ms
[2022-04-19 07:50:02 main:581] : INFO : Epoch 1844 | loss: 0.0311466 | val_loss: 0.0311787 | Time: 2131.41 ms
[2022-04-19 07:50:05 main:581] : INFO : Epoch 1845 | loss: 0.0311452 | val_loss: 0.0311755 | Time: 2132.99 ms
[2022-04-19 07:50:07 main:581] : INFO : Epoch 1846 | loss: 0.0311447 | val_loss: 0.0311867 | Time: 2157.92 ms
[2022-04-19 07:50:09 main:581] : INFO : Epoch 1847 | loss: 0.0311468 | val_loss: 0.0311762 | Time: 2174.95 ms
[2022-04-19 07:50:11 main:581] : INFO : Epoch 1848 | loss: 0.0311437 | val_loss: 0.0311808 | Time: 2165.92 ms
[2022-04-19 07:50:13 main:581] : INFO : Epoch 1849 | loss: 0.0311421 | val_loss: 0.031175 | Time: 2163.28 ms
[2022-04-19 07:50:15 main:581] : INFO : Epoch 1850 | loss: 0.0311418 | val_loss: 0.0311791 | Time: 2141.77 ms
[2022-04-19 07:50:18 main:581] : INFO : Epoch 1851 | loss: 0.0311436 | val_loss: 0.0311797 | Time: 2163.33 ms
[2022-04-19 07:50:20 main:581] : INFO : Epoch 1852 | loss: 0.0311443 | val_loss: 0.0311748 | Time: 2169.62 ms
[2022-04-19 07:50:22 main:581] : INFO : Epoch 1853 | loss: 0.0311418 | val_loss: 0.0311806 | Time: 2185.46 ms
[2022-04-19 07:50:24 main:581] : INFO : Epoch 1854 | loss: 0.0311425 | val_loss: 0.0311772 | Time: 2151.78 ms
[2022-04-19 07:50:26 main:581] : INFO : Epoch 1855 | loss: 0.0311439 | val_loss: 0.0311783 | Time: 2161.37 ms
[2022-04-19 07:50:28 main:581] : INFO : Epoch 1856 | loss: 0.0311416 | val_loss: 0.0311792 | Time: 2168.45 ms
[2022-04-19 07:50:31 main:581] : INFO : Epoch 1857 | loss: 0.0311411 | val_loss: 0.0311805 | Time: 2137.77 ms
[2022-04-19 07:50:33 main:581] : INFO : Epoch 1858 | loss: 0.0311408 | val_loss: 0.0311789 | Time: 2155.55 ms
[2022-04-19 07:50:35 main:581] : INFO : Epoch 1859 | loss: 0.0311427 | val_loss: 0.0311861 | Time: 2149.41 ms
[2022-04-19 07:50:37 main:581] : INFO : Epoch 1860 | loss: 0.0311411 | val_loss: 0.0311767 | Time: 2147.39 ms
[2022-04-19 07:50:39 main:581] : INFO : Epoch 1861 | loss: 0.031144 | val_loss: 0.0311837 | Time: 2168.11 ms
[2022-04-19 07:50:41 main:581] : INFO : Epoch 1862 | loss: 0.0311445 | val_loss: 0.0311792 | Time: 2181.54 ms
[2022-04-19 07:50:44 main:581] : INFO : Epoch 1863 | loss: 0.0311438 | val_loss: 0.0311794 | Time: 2175.15 ms
[2022-04-19 07:50:46 main:581] : INFO : Epoch 1864 | loss: 0.0311449 | val_loss: 0.0311773 | Time: 2132.57 ms
[2022-04-19 07:50:48 main:581] : INFO : Epoch 1865 | loss: 0.0311464 | val_loss: 0.0311786 | Time: 2159.09 ms
[2022-04-19 07:50:50 main:581] : INFO : Epoch 1866 | loss: 0.0311488 | val_loss: 0.0311853 | Time: 2160.23 ms
[2022-04-19 07:50:52 main:581] : INFO : Epoch 1867 | loss: 0.0311536 | val_loss: 0.0311796 | Time: 2158.55 ms
[2022-04-19 07:50:54 main:581] : INFO : Epoch 1868 | loss: 0.031146 | val_loss: 0.0311766 | Time: 2164.3 ms
[2022-04-19 07:50:56 main:581] : INFO : Epoch 1869 | loss: 0.0311461 | val_loss: 0.0311762 | Time: 2168.89 ms
[2022-04-19 07:50:59 main:581] : INFO : Epoch 1870 | loss: 0.0311481 | val_loss: 0.0311864 | Time: 2158.38 ms
[2022-04-19 07:51:01 main:581] : INFO : Epoch 1871 | loss: 0.0311452 | val_loss: 0.0311793 | Time: 2176.68 ms
[2022-04-19 07:51:03 main:581] : INFO : Epoch 1872 | loss: 0.0311428 | val_loss: 0.0311792 | Time: 2138.85 ms
[2022-04-19 07:51:05 main:581] : INFO : Epoch 1873 | loss: 0.031141 | val_loss: 0.0311793 | Time: 2166.92 ms
[2022-04-19 07:51:07 main:581] : INFO : Epoch 1874 | loss: 0.0311435 | val_loss: 0.0311835 | Time: 2153.77 ms
[2022-04-19 07:51:09 main:581] : INFO : Epoch 1875 | loss: 0.0311458 | val_loss: 0.0311834 | Time: 2168.29 ms
[2022-04-19 07:51:12 main:581] : INFO : Epoch 1876 | loss: 0.0311449 | val_loss: 0.0311868 | Time: 2179.69 ms
[2022-04-19 07:51:14 main:581] : INFO : Epoch 1877 | loss: 0.0311422 | val_loss: 0.0311865 | Time: 2170.63 ms
[2022-04-19 07:51:16 main:581] : INFO : Epoch 1878 | loss: 0.0311418 | val_loss: 0.0311841 | Time: 2156.98 ms
[2022-04-19 07:51:18 main:581] : INFO : Epoch 1879 | loss: 0.031151 | val_loss: 0.0311807 | Time: 2154.04 ms
[2022-04-19 07:51:20 main:581] : INFO : Epoch 1880 | loss: 0.031156 | val_loss: 0.0311762 | Time: 2150.47 ms
[2022-04-19 07:51:22 main:581] : INFO : Epoch 1881 | loss: 0.0311516 | val_loss: 0.0311779 | Time: 2164.85 ms
[2022-04-19 07:51:25 main:581] : INFO : Epoch 1882 | loss: 0.0311494 | val_loss: 0.0311739 | Time: 2155.83 ms
[2022-04-19 07:51:27 main:581] : INFO : Epoch 1883 | loss: 0.0311492 | val_loss: 0.0311757 | Time: 2151.14 ms
[2022-04-19 07:51:29 main:581] : INFO : Epoch 1884 | loss: 0.0311508 | val_loss: 0.0311766 | Time: 2162.25 ms
[2022-04-19 07:51:31 main:581] : INFO : Epoch 1885 | loss: 0.03115 | val_loss: 0.0311768 | Time: 2169.17 ms
[2022-04-19 07:51:33 main:581] : INFO : Epoch 1886 | loss: 0.0311503 | val_loss: 0.0311773 | Time: 2154.05 ms
[2022-04-19 07:51:35 main:581] : INFO : Epoch 1887 | loss: 0.0311492 | val_loss: 0.0311832 | Time: 2137.56 ms
[2022-04-19 07:51:37 main:581] : INFO : Epoch 1888 | loss: 0.0311511 | val_loss: 0.0311753 | Time: 2149.21 ms
[2022-04-19 07:51:40 main:581] : INFO : Epoch 1889 | loss: 0.0311515 | val_loss: 0.031188 | Time: 2181.51 ms
[2022-04-19 07:51:42 main:581] : INFO : Epoch 1890 | loss: 0.0311515 | val_loss: 0.0311748 | Time: 2184.47 ms
[2022-04-19 07:51:44 main:581] : INFO : Epoch 1891 | loss: 0.0311517 | val_loss: 0.0311734 | Time: 2162.26 ms
[2022-04-19 07:51:46 main:581] : INFO : Epoch 1892 | loss: 0.0311508 | val_loss: 0.0311783 | Time: 2166.04 ms
[2022-04-19 07:51:48 main:581] : INFO : Epoch 1893 | loss: 0.0311498 | val_loss: 0.0311733 | Time: 2156.8 ms
[2022-04-19 07:51:50 main:581] : INFO : Epoch 1894 | loss: 0.0311491 | val_loss: 0.0311775 | Time: 2158.62 ms
[2022-04-19 07:51:53 main:581] : INFO : Epoch 1895 | loss: 0.0311505 | val_loss: 0.0311791 | Time: 2161.86 ms
[2022-04-19 07:51:55 main:581] : INFO : Epoch 1896 | loss: 0.0311458 | val_loss: 0.0311773 | Time: 2161.83 ms
[2022-04-19 07:51:57 main:581] : INFO : Epoch 1897 | loss: 0.0311503 | val_loss: 0.0311743 | Time: 2169.17 ms
[2022-04-19 07:51:59 main:581] : INFO : Epoch 1898 | loss: 0.0311518 | val_loss: 0.0311762 | Time: 2169.53 ms
[2022-04-19 07:52:01 main:581] : INFO : Epoch 1899 | loss: 0.0311474 | val_loss: 0.0311747 | Time: 2180.72 ms
[2022-04-19 07:52:03 main:581] : INFO : Epoch 1900 | loss: 0.031146 | val_loss: 0.0311743 | Time: 2164.38 ms
[2022-04-19 07:52:06 main:581] : INFO : Epoch 1901 | loss: 0.0311455 | val_loss: 0.0311785 | Time: 2178.14 ms
[2022-04-19 07:52:08 main:581] : INFO : Epoch 1902 | loss: 0.0311441 | val_loss: 0.0311748 | Time: 2182.11 ms
[2022-04-19 07:52:10 main:581] : INFO : Epoch 1903 | loss: 0.0311409 | val_loss: 0.0311758 | Time: 2187.85 ms
[2022-04-19 07:52:12 main:581] : INFO : Epoch 1904 | loss: 0.0311428 | val_loss: 0.031178 | Time: 2180.06 ms
[2022-04-19 07:52:14 main:581] : INFO : Epoch 1905 | loss: 0.0311463 | val_loss: 0.0311711 | Time: 2153.85 ms
[2022-04-19 07:52:17 main:581] : INFO : Epoch 1906 | loss: 0.031149 | val_loss: 0.0311762 | Time: 2174.07 ms
[2022-04-19 07:52:19 main:581] : INFO : Epoch 1907 | loss: 0.0311454 | val_loss: 0.031173 | Time: 2149.38 ms
[2022-04-19 07:52:21 main:581] : INFO : Epoch 1908 | loss: 0.0311431 | val_loss: 0.0311791 | Time: 2180.06 ms
[2022-04-19 07:52:23 main:581] : INFO : Epoch 1909 | loss: 0.031142 | val_loss: 0.0311817 | Time: 2158.04 ms
[2022-04-19 07:52:25 main:581] : INFO : Epoch 1910 | loss: 0.0311417 | val_loss: 0.0311761 | Time: 2153.41 ms
[2022-04-19 07:52:27 main:581] : INFO : Epoch 1911 | loss: 0.0311414 | val_loss: 0.0311781 | Time: 2147.61 ms
[2022-04-19 07:52:30 main:581] : INFO : Epoch 1912 | loss: 0.0311396 | val_loss: 0.031179 | Time: 2171.59 ms
[2022-04-19 07:52:32 main:581] : INFO : Epoch 1913 | loss: 0.0311421 | val_loss: 0.0311782 | Time: 2168.26 ms
[2022-04-19 07:52:34 main:581] : INFO : Epoch 1914 | loss: 0.0311426 | val_loss: 0.0311789 | Time: 2162.18 ms
[2022-04-19 07:52:36 main:581] : INFO : Epoch 1915 | loss: 0.0311452 | val_loss: 0.0311801 | Time: 2163.76 ms
[2022-04-19 07:52:38 main:581] : INFO : Epoch 1916 | loss: 0.0311482 | val_loss: 0.0311787 | Time: 2155.2 ms
[2022-04-19 07:52:40 main:581] : INFO : Epoch 1917 | loss: 0.0311496 | val_loss: 0.0311757 | Time: 2161.67 ms
[2022-04-19 07:52:42 main:581] : INFO : Epoch 1918 | loss: 0.0311438 | val_loss: 0.0311812 | Time: 2149.79 ms
[2022-04-19 07:52:45 main:581] : INFO : Epoch 1919 | loss: 0.0311472 | val_loss: 0.0311755 | Time: 2166.98 ms
[2022-04-19 07:52:47 main:581] : INFO : Epoch 1920 | loss: 0.0311519 | val_loss: 0.0311802 | Time: 2185.54 ms
[2022-04-19 07:52:49 main:581] : INFO : Epoch 1921 | loss: 0.0311495 | val_loss: 0.0311771 | Time: 2159.96 ms
[2022-04-19 07:52:51 main:581] : INFO : Epoch 1922 | loss: 0.0311512 | val_loss: 0.0311791 | Time: 2166.12 ms
[2022-04-19 07:52:53 main:581] : INFO : Epoch 1923 | loss: 0.0311472 | val_loss: 0.0311727 | Time: 2180.48 ms
[2022-04-19 07:52:56 main:581] : INFO : Epoch 1924 | loss: 0.0311464 | val_loss: 0.0311774 | Time: 2157.39 ms
[2022-04-19 07:52:58 main:581] : INFO : Epoch 1925 | loss: 0.0311443 | val_loss: 0.031175 | Time: 2163.94 ms
[2022-04-19 07:53:00 main:581] : INFO : Epoch 1926 | loss: 0.0311431 | val_loss: 0.0311747 | Time: 2204.8 ms
[2022-04-19 07:53:02 main:581] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.031176 | Time: 2140.52 ms
[2022-04-19 07:53:04 main:581] : INFO : Epoch 1928 | loss: 0.0311451 | val_loss: 0.0311794 | Time: 2146.46 ms
[2022-04-19 07:53:06 main:581] : INFO : Epoch 1929 | loss: 0.03115 | val_loss: 0.0311969 | Time: 2153.88 ms
[2022-04-19 07:53:08 main:581] : INFO : Epoch 1930 | loss: 0.0344959 | val_loss: 0.0326579 | Time: 2153.77 ms
[2022-04-19 07:53:11 main:581] : INFO : Epoch 1931 | loss: 0.0338472 | val_loss: 0.031724 | Time: 2160.31 ms
[2022-04-19 07:53:13 main:581] : INFO : Epoch 1932 | loss: 0.0314903 | val_loss: 0.0313357 | Time: 2169.83 ms
[2022-04-19 07:53:15 main:581] : INFO : Epoch 1933 | loss: 0.0312826 | val_loss: 0.0312664 | Time: 2173.03 ms
[2022-04-19 07:53:17 main:581] : INFO : Epoch 1934 | loss: 0.0312517 | val_loss: 0.0312495 | Time: 2169.26 ms
[2022-04-19 07:53:19 main:581] : INFO : Epoch 1935 | loss: 0.0312467 | val_loss: 0.0312386 | Time: 2156.55 ms
[2022-04-19 07:53:21 main:581] : INFO : Epoch 1936 | loss: 0.0312358 | val_loss: 0.0312339 | Time: 2158.48 ms
[2022-04-19 07:53:24 main:581] : INFO : Epoch 1937 | loss: 0.0312322 | val_loss: 0.0312318 | Time: 2169.72 ms
[2022-04-19 07:53:26 main:581] : INFO : Epoch 1938 | loss: 0.031226 | val_loss: 0.0312202 | Time: 2164.36 ms
[2022-04-19 07:53:28 main:581] : INFO : Epoch 1939 | loss: 0.0312177 | val_loss: 0.0312147 | Time: 2157.71 ms
[2022-04-19 07:53:30 main:581] : INFO : Epoch 1940 | loss: 0.0312114 | val_loss: 0.031222 | Time: 2158.21 ms
[2022-04-19 07:53:32 main:581] : INFO : Epoch 1941 | loss: 0.031207 | val_loss: 0.0311979 | Time: 2140.09 ms
[2022-04-19 07:53:34 main:581] : INFO : Epoch 1942 | loss: 0.0312008 | val_loss: 0.0312003 | Time: 2180.06 ms
[2022-04-19 07:53:37 main:581] : INFO : Epoch 1943 | loss: 0.0311912 | val_loss: 0.0311911 | Time: 2148.77 ms
[2022-04-19 07:53:39 main:581] : INFO : Epoch 1944 | loss: 0.0311895 | val_loss: 0.0311916 | Time: 2172.63 ms
[2022-04-19 07:53:41 main:581] : INFO : Epoch 1945 | loss: 0.0311835 | val_loss: 0.0311827 | Time: 2170.32 ms
[2022-04-19 07:53:43 main:581] : INFO : Epoch 1946 | loss: 0.0311818 | val_loss: 0.0311938 | Time: 2179.37 ms
[2022-04-19 07:53:45 main:581] : INFO : Epoch 1947 | loss: 0.0311848 | val_loss: 0.0311796 | Time: 2169.34 ms
[2022-04-19 07:53:47 main:581] : INFO : Epoch 1948 | loss: 0.0311786 | val_loss: 0.0311783 | Time: 2164.26 ms
[2022-04-19 07:53:50 main:581] : INFO : Epoch 1949 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 2188.8 ms
[2022-04-19 07:53:52 main:581] : INFO : Epoch 1950 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 2180.87 ms
[2022-04-19 07:53:54 main:581] : INFO : Epoch 1951 | loss: 0.0311715 | val_loss: 0.0311758 | Time: 2169.12 ms
[2022-04-19 07:53:56 main:581] : INFO : Epoch 1952 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 2131.68 ms
[2022-04-19 07:53:58 main:581] : INFO : Epoch 1953 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 2155.83 ms
[2022-04-19 07:54:00 main:581] : INFO : Epoch 1954 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 2174.96 ms
[2022-04-19 07:54:03 main:581] : INFO : Epoch 1955 | loss: 0.0311679 | val_loss: 0.031175 | Time: 2161.24 ms
[2022-04-19 07:54:05 main:581] : INFO : Epoch 1956 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 2159.96 ms
[2022-04-19 07:54:07 main:581] : INFO : Epoch 1957 | loss: 0.0311654 | val_loss: 0.031175 | Time: 2172.23 ms
[2022-04-19 07:54:09 main:581] : INFO : Epoch 1958 | loss: 0.031165 | val_loss: 0.0311745 | Time: 2175.36 ms
[2022-04-19 07:54:11 main:581] : INFO : Epoch 1959 | loss: 0.0311652 | val_loss: 0.031178 | Time: 2180.44 ms
[2022-04-19 07:54:13 main:581] : INFO : Epoch 1960 | loss: 0.0311694 | val_loss: 0.0311862 | Time: 2183.41 ms
[2022-04-19 07:54:16 main:581] : INFO : Epoch 1961 | loss: 0.0311741 | val_loss: 0.0311958 | Time: 2175.05 ms
[2022-04-19 07:54:18 main:581] : INFO : Epoch 1962 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 2173.73 ms
[2022-04-19 07:54:20 main:581] : INFO : Epoch 1963 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 2141.38 ms
[2022-04-19 07:54:22 main:581] : INFO : Epoch 1964 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 2172.82 ms
[2022-04-19 07:54:24 main:581] : INFO : Epoch 1965 | loss: 0.0311618 | val_loss: 0.0311766 | Time: 2179.13 ms
[2022-04-19 07:54:26 main:581] : INFO : Epoch 1966 | loss: 0.031164 | val_loss: 0.031182 | Time: 2165.85 ms
[2022-04-19 07:54:29 main:581] : INFO : Epoch 1967 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 2148.48 ms
[2022-04-19 07:54:31 main:581] : INFO : Epoch 1968 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 2173.38 ms
[2022-04-19 07:54:33 main:581] : INFO : Epoch 1969 | loss: 0.0311596 | val_loss: 0.0311833 | Time: 2156.51 ms
[2022-04-19 07:54:35 main:581] : INFO : Epoch 1970 | loss: 0.0311605 | val_loss: 0.0311794 | Time: 2146.94 ms
[2022-04-19 07:54:37 main:581] : INFO : Epoch 1971 | loss: 0.031161 | val_loss: 0.031175 | Time: 2156.61 ms
[2022-04-19 07:54:39 main:581] : INFO : Epoch 1972 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 2135.17 ms
[2022-04-19 07:54:42 main:581] : INFO : Epoch 1973 | loss: 0.0311607 | val_loss: 0.03118 | Time: 2137.24 ms
[2022-04-19 07:54:44 main:581] : INFO : Epoch 1974 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 2171.09 ms
[2022-04-19 07:54:46 main:581] : INFO : Epoch 1975 | loss: 0.0311588 | val_loss: 0.0311744 | Time: 2177.1 ms
[2022-04-19 07:54:48 main:581] : INFO : Epoch 1976 | loss: 0.0311585 | val_loss: 0.031176 | Time: 2170.76 ms
[2022-04-19 07:54:50 main:581] : INFO : Epoch 1977 | loss: 0.0311571 | val_loss: 0.0311754 | Time: 2142.23 ms
[2022-04-19 07:54:52 main:581] : INFO : Epoch 1978 | loss: 0.0311565 | val_loss: 0.0311768 | Time: 2172.67 ms
[2022-04-19 07:54:55 main:581] : INFO : Epoch 1979 | loss: 0.0311553 | val_loss: 0.0311795 | Time: 2157.36 ms
[2022-04-19 07:54:57 main:581] : INFO : Epoch 1980 | loss: 0.0311565 | val_loss: 0.0311757 | Time: 2142.03 ms
[2022-04-19 07:54:59 main:581] : INFO : Epoch 1981 | loss: 0.0311575 | val_loss: 0.031183 | Time: 2176.91 ms
[2022-04-19 07:55:01 main:581] : INFO : Epoch 1982 | loss: 0.0311572 | val_loss: 0.0311832 | Time: 2199.89 ms
[2022-04-19 07:55:03 main:581] : INFO : Epoch 1983 | loss: 0.0311589 | val_loss: 0.0311922 | Time: 2168.81 ms
[2022-04-19 07:55:05 main:581] : INFO : Epoch 1984 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 2150.85 ms
[2022-04-19 07:55:08 main:581] : INFO : Epoch 1985 | loss: 0.0311543 | val_loss: 0.0311777 | Time: 2151.12 ms
[2022-04-19 07:55:10 main:581] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311754 | Time: 2178.43 ms
[2022-04-19 07:55:12 main:581] : INFO : Epoch 1987 | loss: 0.0311551 | val_loss: 0.0311765 | Time: 2143.03 ms
[2022-04-19 07:55:14 main:581] : INFO : Epoch 1988 | loss: 0.0311537 | val_loss: 0.0311763 | Time: 2146.93 ms
[2022-04-19 07:55:16 main:581] : INFO : Epoch 1989 | loss: 0.031158 | val_loss: 0.0311779 | Time: 2152.77 ms
[2022-04-19 07:55:18 main:581] : INFO : Epoch 1990 | loss: 0.0311571 | val_loss: 0.0311766 | Time: 2139.06 ms
[2022-04-19 07:55:20 main:581] : INFO : Epoch 1991 | loss: 0.0311558 | val_loss: 0.0311751 | Time: 2144.64 ms
[2022-04-19 07:55:23 main:581] : INFO : Epoch 1992 | loss: 0.0311538 | val_loss: 0.0311751 | Time: 2177.42 ms
[2022-04-19 07:55:25 main:581] : INFO : Epoch 1993 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 2172.24 ms
[2022-04-19 07:55:27 main:581] : INFO : Epoch 1994 | loss: 0.0311533 | val_loss: 0.0311758 | Time: 2149.34 ms
[2022-04-19 07:55:29 main:581] : INFO : Epoch 1995 | loss: 0.0311513 | val_loss: 0.0311777 | Time: 2143.9 ms
[2022-04-19 07:55:31 main:581] : INFO : Epoch 1996 | loss: 0.0311529 | val_loss: 0.0311778 | Time: 2181.9 ms
[2022-04-19 07:55:33 main:581] : INFO : Epoch 1997 | loss: 0.0311544 | val_loss: 0.0311755 | Time: 2173.61 ms
[2022-04-19 07:55:36 main:581] : INFO : Epoch 1998 | loss: 0.0311519 | val_loss: 0.0311756 | Time: 2149.51 ms
[2022-04-19 07:55:38 main:581] : INFO : Epoch 1999 | loss: 0.03115 | val_loss: 0.0311763 | Time: 2166.99 ms
[2022-04-19 07:55:40 main:581] : INFO : Epoch 2000 | loss: 0.0311502 | val_loss: 0.0311793 | Time: 2196.35 ms
[2022-04-19 07:55:42 main:581] : INFO : Epoch 2001 | loss: 0.0311514 | val_loss: 0.0311764 | Time: 2149.88 ms
[2022-04-19 07:55:44 main:581] : INFO : Epoch 2002 | loss: 0.0311527 | val_loss: 0.0311793 | Time: 2175.08 ms
[2022-04-19 07:55:46 main:581] : INFO : Epoch 2003 | loss: 0.0311515 | val_loss: 0.0311775 | Time: 2148.31 ms
[2022-04-19 07:55:49 main:581] : INFO : Epoch 2004 | loss: 0.0311517 | val_loss: 0.0311745 | Time: 2151.75 ms
[2022-04-19 07:55:51 main:581] : INFO : Epoch 2005 | loss: 0.0311552 | val_loss: 0.0311798 | Time: 2146.97 ms
[2022-04-19 07:55:53 main:581] : INFO : Epoch 2006 | loss: 0.0311508 | val_loss: 0.0311751 | Time: 2151.43 ms
[2022-04-19 07:55:55 main:581] : INFO : Epoch 2007 | loss: 0.0311509 | val_loss: 0.0311756 | Time: 2168.54 ms
[2022-04-19 07:55:57 main:581] : INFO : Epoch 2008 | loss: 0.0311528 | val_loss: 0.031174 | Time: 2170.44 ms
[2022-04-19 07:55:59 main:581] : INFO : Epoch 2009 | loss: 0.0311597 | val_loss: 0.0311846 | Time: 2160.44 ms
[2022-04-19 07:56:02 main:581] : INFO : Epoch 2010 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 2176.11 ms
[2022-04-19 07:56:04 main:581] : INFO : Epoch 2011 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 2143.88 ms
[2022-04-19 07:56:06 main:581] : INFO : Epoch 2012 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 2173.28 ms
[2022-04-19 07:56:08 main:581] : INFO : Epoch 2013 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 2150.4 ms
[2022-04-19 07:56:10 main:581] : INFO : Epoch 2014 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 2170 ms
[2022-04-19 07:56:12 main:581] : INFO : Epoch 2015 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 2155.9 ms
[2022-04-19 07:56:15 main:581] : INFO : Epoch 2016 | loss: 0.0311597 | val_loss: 0.0311729 | Time: 2153.03 ms
[2022-04-19 07:56:17 main:581] : INFO : Epoch 2017 | loss: 0.0311578 | val_loss: 0.0311729 | Time: 2162.73 ms
[2022-04-19 07:56:19 main:581] : INFO : Epoch 2018 | loss: 0.031157 | val_loss: 0.0311703 | Time: 2164.14 ms
[2022-04-19 07:56:21 main:581] : INFO : Epoch 2019 | loss: 0.03116 | val_loss: 0.0311724 | Time: 2149.57 ms
[2022-04-19 07:56:23 main:581] : INFO : Epoch 2020 | loss: 0.031155 | val_loss: 0.03117 | Time: 2168.03 ms
[2022-04-19 07:56:25 main:581] : INFO : Epoch 2021 | loss: 0.0311542 | val_loss: 0.0311705 | Time: 2173.98 ms
[2022-04-19 07:56:27 main:581] : INFO : Epoch 2022 | loss: 0.0311536 | val_loss: 0.0311717 | Time: 2169.13 ms
[2022-04-19 07:56:30 main:581] : INFO : Epoch 2023 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 2143.6 ms
[2022-04-19 07:56:32 main:581] : INFO : Epoch 2024 | loss: 0.0311548 | val_loss: 0.0311719 | Time: 2158.15 ms
[2022-04-19 07:56:34 main:581] : INFO : Epoch 2025 | loss: 0.0311528 | val_loss: 0.0311713 | Time: 2149.99 ms
[2022-04-19 07:56:36 main:581] : INFO : Epoch 2026 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2137.42 ms
[2022-04-19 07:56:38 main:581] : INFO : Epoch 2027 | loss: 0.0311523 | val_loss: 0.0311754 | Time: 2150.72 ms
[2022-04-19 07:56:40 main:581] : INFO : Epoch 2028 | loss: 0.0311539 | val_loss: 0.0311824 | Time: 2146.99 ms
[2022-04-19 07:56:43 main:581] : INFO : Epoch 2029 | loss: 0.0311511 | val_loss: 0.031172 | Time: 2148.77 ms
[2022-04-19 07:56:45 main:581] : INFO : Epoch 2030 | loss: 0.031151 | val_loss: 0.0311778 | Time: 2152.53 ms
[2022-04-19 07:56:47 main:581] : INFO : Epoch 2031 | loss: 0.0311508 | val_loss: 0.0311741 | Time: 2159.16 ms
[2022-04-19 07:56:49 main:581] : INFO : Epoch 2032 | loss: 0.0311504 | val_loss: 0.0311773 | Time: 2154.15 ms
[2022-04-19 07:56:51 main:581] : INFO : Epoch 2033 | loss: 0.0311494 | val_loss: 0.0311733 | Time: 2177.07 ms
[2022-04-19 07:56:53 main:581] : INFO : Epoch 2034 | loss: 0.0311485 | val_loss: 0.0311768 | Time: 2178.2 ms
[2022-04-19 07:56:55 main:581] : INFO : Epoch 2035 | loss: 0.0311481 | val_loss: 0.0311758 | Time: 2123.14 ms
[2022-04-19 07:56:58 main:581] : INFO : Epoch 2036 | loss: 0.0311481 | val_loss: 0.0311738 | Time: 2161.25 ms
[2022-04-19 07:57:00 main:581] : INFO : Epoch 2037 | loss: 0.0311497 | val_loss: 0.0311739 | Time: 2178.87 ms
[2022-04-19 07:57:02 main:581] : INFO : Epoch 2038 | loss: 0.0311474 | val_loss: 0.0311772 | Time: 2163.94 ms
[2022-04-19 07:57:04 main:581] : INFO : Epoch 2039 | loss: 0.0311488 | val_loss: 0.0311756 | Time: 2164.74 ms
[2022-04-19 07:57:06 main:581] : INFO : Epoch 2040 | loss: 0.031148 | val_loss: 0.0311755 | Time: 2189.42 ms
[2022-04-19 07:57:09 main:581] : INFO : Epoch 2041 | loss: 0.0311475 | val_loss: 0.0311753 | Time: 2160.36 ms
[2022-04-19 07:57:11 main:581] : INFO : Epoch 2042 | loss: 0.0311466 | val_loss: 0.031176 | Time: 2210.32 ms
[2022-04-19 07:57:13 main:581] : INFO : Epoch 2043 | loss: 0.0311499 | val_loss: 0.0311779 | Time: 2191.55 ms
[2022-04-19 07:57:15 main:581] : INFO : Epoch 2044 | loss: 0.0311535 | val_loss: 0.0311759 | Time: 2170.92 ms
[2022-04-19 07:57:17 main:581] : INFO : Epoch 2045 | loss: 0.0311525 | val_loss: 0.0311798 | Time: 2164.4 ms
[2022-04-19 07:57:19 main:581] : INFO : Epoch 2046 | loss: 0.0311497 | val_loss: 0.0311753 | Time: 2204.53 ms
[2022-04-19 07:57:22 main:581] : INFO : Epoch 2047 | loss: 0.0311471 | val_loss: 0.0311742 | Time: 2206.59 ms
[2022-04-19 07:57:24 main:581] : INFO : Epoch 2048 | loss: 0.031146 | val_loss: 0.0311753 | Time: 2193.71 ms
[2022-04-19 07:57:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311753
[2022-04-19 07:57:24 main:610] : INFO : Saving end state to config to file
[2022-04-19 07:57:24 main:615] : INFO : Success, exiting..
07:57:24 (315493): 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)