Task 3752080
| Name | ParityModified-1611091788-12344-2_0 |
| Workunit | 1928757 |
| Created | 21 Jan 2021, 20:30:50 UTC |
| Sent | 22 Jan 2021, 12:09:21 UTC |
| Report deadline | 29 Jan 2021, 12:09:21 UTC |
| Received | 22 Jan 2021, 19:00:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 22 min 25 sec |
| CPU time | 1 hours 10 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311562 | val_loss: 0.0311779 | Time: 2350.22 ms
[2021-01-22 10:39:28 main:574] : INFO : Epoch 1543 | loss: 0.0311563 | val_loss: 0.031177 | Time: 2381.51 ms
[2021-01-22 10:39:30 main:574] : INFO : Epoch 1544 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 2364.95 ms
[2021-01-22 10:39:32 main:574] : INFO : Epoch 1545 | loss: 0.0311559 | val_loss: 0.0311766 | Time: 2377.11 ms
[2021-01-22 10:39:35 main:574] : INFO : Epoch 1546 | loss: 0.0311557 | val_loss: 0.0311753 | Time: 2378.28 ms
[2021-01-22 10:39:37 main:574] : INFO : Epoch 1547 | loss: 0.031154 | val_loss: 0.0311788 | Time: 2398.94 ms
[2021-01-22 10:39:40 main:574] : INFO : Epoch 1548 | loss: 0.0311571 | val_loss: 0.0311762 | Time: 2486.36 ms
[2021-01-22 10:39:42 main:574] : INFO : Epoch 1549 | loss: 0.0311562 | val_loss: 0.0311771 | Time: 2422.65 ms
[2021-01-22 10:39:45 main:574] : INFO : Epoch 1550 | loss: 0.0311555 | val_loss: 0.0311776 | Time: 2325.02 ms
[2021-01-22 10:39:47 main:574] : INFO : Epoch 1551 | loss: 0.0311539 | val_loss: 0.0311786 | Time: 2152.49 ms
[2021-01-22 10:39:49 main:574] : INFO : Epoch 1552 | loss: 0.0311543 | val_loss: 0.0311784 | Time: 2280.71 ms
[2021-01-22 10:39:51 main:574] : INFO : Epoch 1553 | loss: 0.0311568 | val_loss: 0.0311743 | Time: 2275.47 ms
[2021-01-22 10:39:54 main:574] : INFO : Epoch 1554 | loss: 0.0311542 | val_loss: 0.0311767 | Time: 2259.39 ms
[2021-01-22 10:39:56 main:574] : INFO : Epoch 1555 | loss: 0.0311562 | val_loss: 0.0311775 | Time: 2156.93 ms
[2021-01-22 10:39:58 main:574] : INFO : Epoch 1556 | loss: 0.0311604 | val_loss: 0.0311872 | Time: 2086.51 ms
[2021-01-22 10:40:00 main:574] : INFO : Epoch 1557 | loss: 0.0311556 | val_loss: 0.0311829 | Time: 2094.85 ms
[2021-01-22 10:40:02 main:574] : INFO : Epoch 1558 | loss: 0.0311564 | val_loss: 0.0311759 | Time: 2054.85 ms
[2021-01-22 10:40:04 main:574] : INFO : Epoch 1559 | loss: 0.0311535 | val_loss: 0.0311782 | Time: 2098.93 ms
[2021-01-22 10:40:07 main:574] : INFO : Epoch 1560 | loss: 0.0311573 | val_loss: 0.0311766 | Time: 2274.68 ms
[2021-01-22 10:40:09 main:574] : INFO : Epoch 1561 | loss: 0.0311586 | val_loss: 0.0311805 | Time: 2367.62 ms
[2021-01-22 10:40:11 main:574] : INFO : Epoch 1562 | loss: 0.0311575 | val_loss: 0.0311806 | Time: 2099.06 ms
[2021-01-22 10:40:13 main:574] : INFO : Epoch 1563 | loss: 0.0311579 | val_loss: 0.031178 | Time: 2062.01 ms
[2021-01-22 10:40:15 main:574] : INFO : Epoch 1564 | loss: 0.0311608 | val_loss: 0.0311773 | Time: 2037.44 ms
[2021-01-22 10:40:18 main:574] : INFO : Epoch 1565 | loss: 0.0311587 | val_loss: 0.0311766 | Time: 2345.24 ms
[2021-01-22 10:40:20 main:574] : INFO : Epoch 1566 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 2414.71 ms
[2021-01-22 10:40:23 main:574] : INFO : Epoch 1567 | loss: 0.0311589 | val_loss: 0.0311772 | Time: 2374.4 ms
[2021-01-22 10:40:25 main:574] : INFO : Epoch 1568 | loss: 0.0311585 | val_loss: 0.0311772 | Time: 2252.66 ms
[2021-01-22 10:40:27 main:574] : INFO : Epoch 1569 | loss: 0.0311558 | val_loss: 0.0311794 | Time: 2068.84 ms
[2021-01-22 10:40:29 main:574] : INFO : Epoch 1570 | loss: 0.0311589 | val_loss: 0.0311782 | Time: 2156.99 ms
[2021-01-22 10:40:32 main:574] : INFO : Epoch 1571 | loss: 0.031158 | val_loss: 0.0311766 | Time: 2352.19 ms
[2021-01-22 10:40:34 main:574] : INFO : Epoch 1572 | loss: 0.0311579 | val_loss: 0.0311765 | Time: 2488.4 ms
[2021-01-22 10:40:37 main:574] : INFO : Epoch 1573 | loss: 0.0311547 | val_loss: 0.0311777 | Time: 2302.33 ms
[2021-01-22 10:40:39 main:574] : INFO : Epoch 1574 | loss: 0.0311536 | val_loss: 0.0311812 | Time: 2369.54 ms
[2021-01-22 10:40:41 main:574] : INFO : Epoch 1575 | loss: 0.0311575 | val_loss: 0.0311818 | Time: 2213.52 ms
[2021-01-22 10:40:44 main:574] : INFO : Epoch 1576 | loss: 0.0311685 | val_loss: 0.031181 | Time: 2306.12 ms
[2021-01-22 10:40:46 main:574] : INFO : Epoch 1577 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 2303.49 ms
[2021-01-22 10:40:48 main:574] : INFO : Epoch 1578 | loss: 0.0311617 | val_loss: 0.0311775 | Time: 2306.24 ms
[2021-01-22 10:40:51 main:574] : INFO : Epoch 1579 | loss: 0.0311585 | val_loss: 0.031177 | Time: 2245.23 ms
[2021-01-22 10:40:53 main:574] : INFO : Epoch 1580 | loss: 0.0311571 | val_loss: 0.0311804 | Time: 2389 ms
[2021-01-22 10:40:56 main:574] : INFO : Epoch 1581 | loss: 0.0311587 | val_loss: 0.0311782 | Time: 2305.36 ms
[2021-01-22 10:40:58 main:574] : INFO : Epoch 1582 | loss: 0.0311577 | val_loss: 0.0311811 | Time: 2453.92 ms
[2021-01-22 10:41:01 main:574] : INFO : Epoch 1583 | loss: 0.0311556 | val_loss: 0.0311801 | Time: 2337.93 ms
[2021-01-22 10:41:03 main:574] : INFO : Epoch 1584 | loss: 0.0311546 | val_loss: 0.0311785 | Time: 2390.13 ms
[2021-01-22 10:41:05 main:574] : INFO : Epoch 1585 | loss: 0.0311534 | val_loss: 0.0311832 | Time: 2379.88 ms
[2021-01-22 10:41:08 main:574] : INFO : Epoch 1586 | loss: 0.0311555 | val_loss: 0.0311815 | Time: 2266.28 ms
[2021-01-22 10:41:10 main:574] : INFO : Epoch 1587 | loss: 0.0311581 | val_loss: 0.0311783 | Time: 2357.08 ms
[2021-01-22 10:41:12 main:574] : INFO : Epoch 1588 | loss: 0.0311577 | val_loss: 0.0311796 | Time: 2268.49 ms
[2021-01-22 10:41:15 main:574] : INFO : Epoch 1589 | loss: 0.0311586 | val_loss: 0.031183 | Time: 2275.22 ms
[2021-01-22 10:41:17 main:574] : INFO : Epoch 1590 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 2313.06 ms
[2021-01-22 10:41:20 main:574] : INFO : Epoch 1591 | loss: 0.0311594 | val_loss: 0.0311797 | Time: 2444.8 ms
[2021-01-22 10:41:22 main:574] : INFO : Epoch 1592 | loss: 0.0311605 | val_loss: 0.0311826 | Time: 2364.27 ms
[2021-01-22 10:41:25 main:574] : INFO : Epoch 1593 | loss: 0.0311579 | val_loss: 0.0311798 | Time: 2346.5 ms
[2021-01-22 10:41:27 main:574] : INFO : Epoch 1594 | loss: 0.0311578 | val_loss: 0.0311825 | Time: 2327.61 ms
[2021-01-22 10:41:29 main:574] : INFO : Epoch 1595 | loss: 0.0311625 | val_loss: 0.0311803 | Time: 2330.36 ms
[2021-01-22 10:41:32 main:574] : INFO : Epoch 1596 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 2400.07 ms
[2021-01-22 10:41:34 main:574] : INFO : Epoch 1597 | loss: 0.031162 | val_loss: 0.0311753 | Time: 2426.07 ms
[2021-01-22 10:41:37 main:574] : INFO : Epoch 1598 | loss: 0.0311631 | val_loss: 0.0311803 | Time: 2416.89 ms
[2021-01-22 10:41:39 main:574] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.0311847 | Time: 2280.41 ms
[2021-01-22 10:41:42 main:574] : INFO : Epoch 1600 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 2406.59 ms
[2021-01-22 10:41:44 main:574] : INFO : Epoch 1601 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 2364.92 ms
[2021-01-22 10:41:46 main:574] : INFO : Epoch 1602 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 2227.16 ms
[2021-01-22 10:41:49 main:574] : INFO : Epoch 1603 | loss: 0.0311662 | val_loss: 0.031173 | Time: 2224.1 ms
[2021-01-22 10:41:51 main:574] : INFO : Epoch 1604 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 2312.53 ms
[2021-01-22 10:41:53 main:574] : INFO : Epoch 1605 | loss: 0.0311624 | val_loss: 0.0311843 | Time: 2362.99 ms
[2021-01-22 10:41:56 main:574] : INFO : Epoch 1606 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 2444.29 ms
[2021-01-22 10:41:58 main:574] : INFO : Epoch 1607 | loss: 0.0311621 | val_loss: 0.031174 | Time: 2330.99 ms
[2021-01-22 10:42:01 main:574] : INFO : Epoch 1608 | loss: 0.0311593 | val_loss: 0.031172 | Time: 2340.53 ms
[2021-01-22 10:42:03 main:574] : INFO : Epoch 1609 | loss: 0.0311579 | val_loss: 0.031177 | Time: 2250.41 ms
[2021-01-22 10:42:05 main:574] : INFO : Epoch 1610 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 2367.36 ms
[2021-01-22 10:42:08 main:574] : INFO : Epoch 1611 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 2456.76 ms
[2021-01-22 10:42:10 main:574] : INFO : Epoch 1612 | loss: 0.0311606 | val_loss: 0.0311813 | Time: 2342.5 ms
[2021-01-22 10:42:13 main:574] : INFO : Epoch 1613 | loss: 0.0311579 | val_loss: 0.0311746 | Time: 2332.42 ms
[2021-01-22 10:42:15 main:574] : INFO : Epoch 1614 | loss: 0.0311545 | val_loss: 0.0311765 | Time: 2364 ms
[2021-01-22 10:42:18 main:574] : INFO : Epoch 1615 | loss: 0.0311552 | val_loss: 0.0311742 | Time: 2277.67 ms
[2021-01-22 10:42:20 main:574] : INFO : Epoch 1616 | loss: 0.0311542 | val_loss: 0.0311825 | Time: 2304.75 ms
[2021-01-22 10:42:22 main:574] : INFO : Epoch 1617 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 2504.59 ms
[2021-01-22 10:42:25 main:574] : INFO : Epoch 1618 | loss: 0.0311538 | val_loss: 0.031175 | Time: 2281.2 ms
[2021-01-22 10:42:27 main:574] : INFO : Epoch 1619 | loss: 0.0311531 | val_loss: 0.0311758 | Time: 2323.63 ms
[2021-01-22 10:42:30 main:574] : INFO : Epoch 1620 | loss: 0.0311597 | val_loss: 0.0311785 | Time: 2247.46 ms
[2021-01-22 10:42:32 main:574] : INFO : Epoch 1621 | loss: 0.0311579 | val_loss: 0.0311771 | Time: 2394.33 ms
[2021-01-22 10:42:34 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311791 | Time: 2361.83 ms
[2021-01-22 10:42:37 main:574] : INFO : Epoch 1623 | loss: 0.0311565 | val_loss: 0.0311752 | Time: 2549.09 ms
[2021-01-22 10:42:40 main:574] : INFO : Epoch 1624 | loss: 0.0311548 | val_loss: 0.031179 | Time: 2382.27 ms
[2021-01-22 10:42:42 main:574] : INFO : Epoch 1625 | loss: 0.0311549 | val_loss: 0.0311791 | Time: 2422.16 ms
[2021-01-22 10:42:44 main:574] : INFO : Epoch 1626 | loss: 0.0311529 | val_loss: 0.0311798 | Time: 2184.37 ms
[2021-01-22 10:42:47 main:574] : INFO : Epoch 1627 | loss: 0.0311533 | val_loss: 0.0311766 | Time: 2375.56 ms
[2021-01-22 10:42:49 main:574] : INFO : Epoch 1628 | loss: 0.0311537 | val_loss: 0.0311818 | Time: 2263.87 ms
[2021-01-22 10:42:51 main:574] : INFO : Epoch 1629 | loss: 0.0311544 | val_loss: 0.031176 | Time: 2365.98 ms
[2021-01-22 10:42:54 main:574] : INFO : Epoch 1630 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 2442.69 ms
[2021-01-22 10:42:56 main:574] : INFO : Epoch 1631 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 2380.84 ms
[2021-01-22 10:42:59 main:574] : INFO : Epoch 1632 | loss: 0.0311638 | val_loss: 0.0311764 | Time: 2286.17 ms
[2021-01-22 10:43:01 main:574] : INFO : Epoch 1633 | loss: 0.0311627 | val_loss: 0.0311808 | Time: 2365.81 ms
[2021-01-22 10:43:04 main:574] : INFO : Epoch 1634 | loss: 0.0311599 | val_loss: 0.0311809 | Time: 2371.43 ms
[2021-01-22 10:43:06 main:574] : INFO : Epoch 1635 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2243.73 ms
[2021-01-22 10:43:08 main:574] : INFO : Epoch 1636 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 2313.36 ms
[2021-01-22 10:43:11 main:574] : INFO : Epoch 1637 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 2421.92 ms
[2021-01-22 10:43:13 main:574] : INFO : Epoch 1638 | loss: 0.0311578 | val_loss: 0.0311748 | Time: 2359.7 ms
[2021-01-22 10:43:16 main:574] : INFO : Epoch 1639 | loss: 0.0311589 | val_loss: 0.0311787 | Time: 2398.9 ms
[2021-01-22 10:43:18 main:574] : INFO : Epoch 1640 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 2432.14 ms
[2021-01-22 10:43:21 main:574] : INFO : Epoch 1641 | loss: 0.0311581 | val_loss: 0.0311785 | Time: 2397.07 ms
[2021-01-22 10:43:23 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.0311807 | Time: 2397.02 ms
[2021-01-22 10:43:25 main:574] : INFO : Epoch 1643 | loss: 0.0311577 | val_loss: 0.0311755 | Time: 2304.43 ms
[2021-01-22 10:43:28 main:574] : INFO : Epoch 1644 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 2355.12 ms
[2021-01-22 10:43:30 main:574] : INFO : Epoch 1645 | loss: 0.0311649 | val_loss: 0.0311797 | Time: 2348.33 ms
[2021-01-22 10:43:33 main:574] : INFO : Epoch 1646 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 2377.74 ms
[2021-01-22 10:43:35 main:574] : INFO : Epoch 1647 | loss: 0.0311618 | val_loss: 0.0311747 | Time: 2365.48 ms
[2021-01-22 10:43:38 main:574] : INFO : Epoch 1648 | loss: 0.0311592 | val_loss: 0.031174 | Time: 2349.55 ms
[2021-01-22 10:43:40 main:574] : INFO : Epoch 1649 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 2415.06 ms
[2021-01-22 10:43:42 main:574] : INFO : Epoch 1650 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2173.25 ms
[2021-01-22 10:43:45 main:574] : INFO : Epoch 1651 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 2340.29 ms
[2021-01-22 10:43:47 main:574] : INFO : Epoch 1652 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 2211.64 ms
[2021-01-22 10:43:49 main:574] : INFO : Epoch 1653 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 2304.95 ms
[2021-01-22 10:43:52 main:574] : INFO : Epoch 1654 | loss: 0.0311623 | val_loss: 0.0311805 | Time: 2291.36 ms
[2021-01-22 10:43:54 main:574] : INFO : Epoch 1655 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 2304.73 ms
[2021-01-22 10:43:56 main:574] : INFO : Epoch 1656 | loss: 0.0311578 | val_loss: 0.0311703 | Time: 2180.96 ms
[2021-01-22 10:43:59 main:574] : INFO : Epoch 1657 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 2201.64 ms
[2021-01-22 10:44:01 main:574] : INFO : Epoch 1658 | loss: 0.031157 | val_loss: 0.0311756 | Time: 2403.36 ms
[2021-01-22 10:44:03 main:574] : INFO : Epoch 1659 | loss: 0.0311607 | val_loss: 0.031176 | Time: 2345.29 ms
[2021-01-22 10:44:06 main:574] : INFO : Epoch 1660 | loss: 0.031158 | val_loss: 0.0311748 | Time: 2286.9 ms
[2021-01-22 10:44:08 main:574] : INFO : Epoch 1661 | loss: 0.0311572 | val_loss: 0.0311741 | Time: 2500.06 ms
[2021-01-22 10:44:11 main:574] : INFO : Epoch 1662 | loss: 0.0311579 | val_loss: 0.0311761 | Time: 2432.55 ms
[2021-01-22 10:44:13 main:574] : INFO : Epoch 1663 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 2300.64 ms
[2021-01-22 10:44:16 main:574] : INFO : Epoch 1664 | loss: 0.0311546 | val_loss: 0.0311803 | Time: 2343.65 ms
[2021-01-22 10:44:18 main:574] : INFO : Epoch 1665 | loss: 0.0311577 | val_loss: 0.031177 | Time: 2334.19 ms
[2021-01-22 10:44:21 main:574] : INFO : Epoch 1666 | loss: 0.0311565 | val_loss: 0.0311777 | Time: 2457.84 ms
[2021-01-22 10:44:23 main:574] : INFO : Epoch 1667 | loss: 0.0311563 | val_loss: 0.0311825 | Time: 2314.06 ms
[2021-01-22 10:44:25 main:574] : INFO : Epoch 1668 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 2386.5 ms
[2021-01-22 10:44:28 main:574] : INFO : Epoch 1669 | loss: 0.0311583 | val_loss: 0.0311763 | Time: 2281.21 ms
[2021-01-22 10:44:30 main:574] : INFO : Epoch 1670 | loss: 0.0311552 | val_loss: 0.0311754 | Time: 2418.8 ms
[2021-01-22 10:44:33 main:574] : INFO : Epoch 1671 | loss: 0.0311564 | val_loss: 0.0311763 | Time: 2321.13 ms
[2021-01-22 10:44:35 main:574] : INFO : Epoch 1672 | loss: 0.0311548 | val_loss: 0.031173 | Time: 2399.99 ms
[2021-01-22 10:44:37 main:574] : INFO : Epoch 1673 | loss: 0.0311568 | val_loss: 0.03118 | Time: 2250.09 ms
[2021-01-22 10:44:40 main:574] : INFO : Epoch 1674 | loss: 0.0311534 | val_loss: 0.0311772 | Time: 2293.48 ms
[2021-01-22 10:44:42 main:574] : INFO : Epoch 1675 | loss: 0.0311524 | val_loss: 0.0311794 | Time: 2498.92 ms
[2021-01-22 10:44:45 main:574] : INFO : Epoch 1676 | loss: 0.0311545 | val_loss: 0.0311763 | Time: 2367.86 ms
[2021-01-22 10:44:47 main:574] : INFO : Epoch 1677 | loss: 0.0311541 | val_loss: 0.0311776 | Time: 2308.79 ms
[2021-01-22 10:44:49 main:574] : INFO : Epoch 1678 | loss: 0.0311552 | val_loss: 0.0311754 | Time: 2293.89 ms
[2021-01-22 10:44:52 main:574] : INFO : Epoch 1679 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 2433.16 ms
[2021-01-22 10:44:54 main:574] : INFO : Epoch 1680 | loss: 0.0311583 | val_loss: 0.0311867 | Time: 2476.84 ms
[2021-01-22 10:44:57 main:574] : INFO : Epoch 1681 | loss: 0.0311546 | val_loss: 0.0311755 | Time: 2249.88 ms
[2021-01-22 10:44:59 main:574] : INFO : Epoch 1682 | loss: 0.031155 | val_loss: 0.0311789 | Time: 2433.19 ms
[2021-01-22 10:45:02 main:574] : INFO : Epoch 1683 | loss: 0.031152 | val_loss: 0.0311777 | Time: 2364.91 ms
[2021-01-22 10:45:04 main:574] : INFO : Epoch 1684 | loss: 0.0311558 | val_loss: 0.0311735 | Time: 2383.9 ms
[2021-01-22 10:45:06 main:574] : INFO : Epoch 1685 | loss: 0.0311582 | val_loss: 0.0311758 | Time: 2332.26 ms
[2021-01-22 10:45:09 main:574] : INFO : Epoch 1686 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 2460.24 ms
[2021-01-22 10:45:11 main:574] : INFO : Epoch 1687 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 2419.34 ms
[2021-01-22 10:45:14 main:574] : INFO : Epoch 1688 | loss: 0.0311823 | val_loss: 0.0311951 | Time: 2497.31 ms
[2021-01-22 10:45:17 main:574] : INFO : Epoch 1689 | loss: 0.0311969 | val_loss: 0.0312088 | Time: 2393.72 ms
[2021-01-22 10:45:19 main:574] : INFO : Epoch 1690 | loss: 0.0312077 | val_loss: 0.0312179 | Time: 2392.65 ms
[2021-01-22 10:45:21 main:574] : INFO : Epoch 1691 | loss: 0.0312144 | val_loss: 0.0312157 | Time: 2386.19 ms
[2021-01-22 10:45:24 main:574] : INFO : Epoch 1692 | loss: 0.0312078 | val_loss: 0.0312119 | Time: 2331.49 ms
[2021-01-22 10:45:26 main:574] : INFO : Epoch 1693 | loss: 0.0312042 | val_loss: 0.0312099 | Time: 2393.88 ms
[2021-01-22 10:45:29 main:574] : INFO : Epoch 1694 | loss: 0.0312027 | val_loss: 0.0312076 | Time: 2415.26 ms
[2021-01-22 10:45:31 main:574] : INFO : Epoch 1695 | loss: 0.0312008 | val_loss: 0.031207 | Time: 2401.16 ms
[2021-01-22 10:45:33 main:574] : INFO : Epoch 1696 | loss: 0.0311985 | val_loss: 0.0312062 | Time: 2263.56 ms
[2021-01-22 10:45:36 main:574] : INFO : Epoch 1697 | loss: 0.0311981 | val_loss: 0.0312054 | Time: 2368.64 ms
[2021-01-22 10:45:38 main:574] : INFO : Epoch 1698 | loss: 0.0311964 | val_loss: 0.0312073 | Time: 2189.19 ms
[2021-01-22 10:45:41 main:574] : INFO : Epoch 1699 | loss: 0.0311959 | val_loss: 0.0312041 | Time: 2407.28 ms
[2021-01-22 10:45:43 main:574] : INFO : Epoch 1700 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 2345.45 ms
[2021-01-22 10:45:45 main:574] : INFO : Epoch 1701 | loss: 0.0311948 | val_loss: 0.0312029 | Time: 2347.52 ms
[2021-01-22 10:45:48 main:574] : INFO : Epoch 1702 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 2446 ms
[2021-01-22 10:45:50 main:574] : INFO : Epoch 1703 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 2478.23 ms
[2021-01-22 10:45:53 main:574] : INFO : Epoch 1704 | loss: 0.0311921 | val_loss: 0.0312002 | Time: 2449.72 ms
[2021-01-22 10:45:56 main:574] : INFO : Epoch 1705 | loss: 0.0311911 | val_loss: 0.0311984 | Time: 2490.41 ms
[2021-01-22 10:45:58 main:574] : INFO : Epoch 1706 | loss: 0.0311909 | val_loss: 0.0311999 | Time: 2389.21 ms
[2021-01-22 10:46:00 main:574] : INFO : Epoch 1707 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 2368.38 ms
[2021-01-22 10:46:03 main:574] : INFO : Epoch 1708 | loss: 0.0311895 | val_loss: 0.0311996 | Time: 2447.28 ms
[2021-01-22 10:46:05 main:574] : INFO : Epoch 1709 | loss: 0.0311892 | val_loss: 0.0311976 | Time: 2317.79 ms
[2021-01-22 10:46:08 main:574] : INFO : Epoch 1710 | loss: 0.0311902 | val_loss: 0.0312009 | Time: 2472.52 ms
[2021-01-22 10:46:10 main:574] : INFO : Epoch 1711 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 2322.33 ms
[2021-01-22 10:46:13 main:574] : INFO : Epoch 1712 | loss: 0.0311893 | val_loss: 0.0312001 | Time: 2425.23 ms
[2021-01-22 10:46:15 main:574] : INFO : Epoch 1713 | loss: 0.0311898 | val_loss: 0.0311971 | Time: 2356.62 ms
[2021-01-22 10:46:18 main:574] : INFO : Epoch 1714 | loss: 0.0311885 | val_loss: 0.0311979 | Time: 2402.95 ms
[2021-01-22 10:46:20 main:574] : INFO : Epoch 1715 | loss: 0.0311874 | val_loss: 0.0311987 | Time: 2421.58 ms
[2021-01-22 10:46:22 main:574] : INFO : Epoch 1716 | loss: 0.0311876 | val_loss: 0.0311972 | Time: 2314.01 ms
[2021-01-22 10:46:25 main:574] : INFO : Epoch 1717 | loss: 0.0311862 | val_loss: 0.0311957 | Time: 2435.06 ms
[2021-01-22 10:46:28 main:574] : INFO : Epoch 1718 | loss: 0.0311867 | val_loss: 0.031196 | Time: 2482.94 ms
[2021-01-22 10:46:30 main:574] : INFO : Epoch 1719 | loss: 0.0311875 | val_loss: 0.0311972 | Time: 2494.55 ms
[2021-01-22 10:46:33 main:574] : INFO : Epoch 1720 | loss: 0.0311883 | val_loss: 0.0311982 | Time: 2399 ms
[2021-01-22 10:46:35 main:574] : INFO : Epoch 1721 | loss: 0.0311868 | val_loss: 0.0311969 | Time: 2355.96 ms
[2021-01-22 10:46:37 main:574] : INFO : Epoch 1722 | loss: 0.0311868 | val_loss: 0.0311979 | Time: 2435.23 ms
[2021-01-22 10:46:40 main:574] : INFO : Epoch 1723 | loss: 0.0311856 | val_loss: 0.031196 | Time: 2352.74 ms
[2021-01-22 10:46:42 main:574] : INFO : Epoch 1724 | loss: 0.0311859 | val_loss: 0.0311966 | Time: 2240.42 ms
[2021-01-22 10:46:45 main:574] : INFO : Epoch 1725 | loss: 0.031186 | val_loss: 0.031196 | Time: 2361.21 ms
[2021-01-22 10:46:47 main:574] : INFO : Epoch 1726 | loss: 0.0311849 | val_loss: 0.0311974 | Time: 2342.34 ms
[2021-01-22 10:46:49 main:574] : INFO : Epoch 1727 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 2286.75 ms
[2021-01-22 10:46:52 main:574] : INFO : Epoch 1728 | loss: 0.0311876 | val_loss: 0.0311964 | Time: 2435.87 ms
[2021-01-22 10:46:54 main:574] : INFO : Epoch 1729 | loss: 0.0311846 | val_loss: 0.031201 | Time: 2361.34 ms
[2021-01-22 10:46:57 main:574] : INFO : Epoch 1730 | loss: 0.0311869 | val_loss: 0.0311964 | Time: 2368.23 ms
[2021-01-22 10:46:59 main:574] : INFO : Epoch 1731 | loss: 0.031185 | val_loss: 0.0311993 | Time: 2380.08 ms
[2021-01-22 10:47:02 main:574] : INFO : Epoch 1732 | loss: 0.0311901 | val_loss: 0.0312052 | Time: 2369.37 ms
[2021-01-22 10:47:04 main:574] : INFO : Epoch 1733 | loss: 0.0311933 | val_loss: 0.0312018 | Time: 2354.44 ms
[2021-01-22 10:47:07 main:574] : INFO : Epoch 1734 | loss: 0.0311881 | val_loss: 0.0311985 | Time: 2347.18 ms
[2021-01-22 10:47:09 main:574] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.0312004 | Time: 2404.74 ms
[2021-01-22 10:47:11 main:574] : INFO : Epoch 1736 | loss: 0.0311862 | val_loss: 0.0312006 | Time: 2351.29 ms
[2021-01-22 10:47:14 main:574] : INFO : Epoch 1737 | loss: 0.0311854 | val_loss: 0.0311985 | Time: 2260.6 ms
[2021-01-22 10:47:16 main:574] : INFO : Epoch 1738 | loss: 0.0311865 | val_loss: 0.0312048 | Time: 2408.24 ms
[2021-01-22 10:47:19 main:574] : INFO : Epoch 1739 | loss: 0.0311859 | val_loss: 0.0311989 | Time: 2394.84 ms
[2021-01-22 10:47:21 main:574] : INFO : Epoch 1740 | loss: 0.0311832 | val_loss: 0.031197 | Time: 2399.08 ms
[2021-01-22 10:47:24 main:574] : INFO : Epoch 1741 | loss: 0.0311831 | val_loss: 0.0311971 | Time: 2309.84 ms
[2021-01-22 10:47:26 main:574] : INFO : Epoch 1742 | loss: 0.0311822 | val_loss: 0.0311965 | Time: 2195.99 ms
[2021-01-22 10:47:28 main:574] : INFO : Epoch 1743 | loss: 0.0311835 | val_loss: 0.0312004 | Time: 2341.7 ms
[2021-01-22 10:47:31 main:574] : INFO : Epoch 1744 | loss: 0.0311868 | val_loss: 0.0311967 | Time: 2459.31 ms
[2021-01-22 10:47:33 main:574] : INFO : Epoch 1745 | loss: 0.0311835 | val_loss: 0.0311964 | Time: 2301.92 ms
[2021-01-22 10:47:36 main:574] : INFO : Epoch 1746 | loss: 0.0311844 | val_loss: 0.0311977 | Time: 2317.58 ms
[2021-01-22 10:47:38 main:574] : INFO : Epoch 1747 | loss: 0.0311851 | val_loss: 0.0311978 | Time: 2399.87 ms
[2021-01-22 10:47:40 main:574] : INFO : Epoch 1748 | loss: 0.031185 | val_loss: 0.0311985 | Time: 2216.82 ms
[2021-01-22 10:47:43 main:574] : INFO : Epoch 1749 | loss: 0.0311839 | val_loss: 0.031199 | Time: 2281.11 ms
[2021-01-22 10:47:45 main:574] : INFO : Epoch 1750 | loss: 0.0311825 | val_loss: 0.0311983 | Time: 2284.37 ms
[2021-01-22 10:47:47 main:574] : INFO : Epoch 1751 | loss: 0.0311837 | val_loss: 0.0312002 | Time: 2357.82 ms
[2021-01-22 10:47:50 main:574] : INFO : Epoch 1752 | loss: 0.0311845 | val_loss: 0.0312009 | Time: 2335.56 ms
[2021-01-22 10:47:52 main:574] : INFO : Epoch 1753 | loss: 0.0311831 | val_loss: 0.0311958 | Time: 2359.79 ms
[2021-01-22 10:47:55 main:574] : INFO : Epoch 1754 | loss: 0.0311824 | val_loss: 0.0311976 | Time: 2404.84 ms
[2021-01-22 10:47:57 main:574] : INFO : Epoch 1755 | loss: 0.0311835 | val_loss: 0.0312028 | Time: 2331.84 ms
[2021-01-22 10:47:59 main:574] : INFO : Epoch 1756 | loss: 0.0311829 | val_loss: 0.0311989 | Time: 2370.8 ms
[2021-01-22 10:48:02 main:574] : INFO : Epoch 1757 | loss: 0.031182 | val_loss: 0.0311981 | Time: 2373.05 ms
[2021-01-22 10:48:04 main:574] : INFO : Epoch 1758 | loss: 0.0311829 | val_loss: 0.0312002 | Time: 2290.45 ms
[2021-01-22 10:48:07 main:574] : INFO : Epoch 1759 | loss: 0.0311827 | val_loss: 0.0311994 | Time: 2399.38 ms
[2021-01-22 10:48:09 main:574] : INFO : Epoch 1760 | loss: 0.0311853 | val_loss: 0.0311976 | Time: 2365.56 ms
[2021-01-22 10:48:12 main:574] : INFO : Epoch 1761 | loss: 0.0311834 | val_loss: 0.0312002 | Time: 2449.59 ms
[2021-01-22 10:48:14 main:574] : INFO : Epoch 1762 | loss: 0.0311843 | val_loss: 0.0311999 | Time: 2384.13 ms
[2021-01-22 10:48:17 main:574] : INFO : Epoch 1763 | loss: 0.0311856 | val_loss: 0.0312014 | Time: 2366.33 ms
[2021-01-22 10:48:19 main:574] : INFO : Epoch 1764 | loss: 0.0311873 | val_loss: 0.031198 | Time: 2284.42 ms
[2021-01-22 10:48:21 main:574] : INFO : Epoch 1765 | loss: 0.0311856 | val_loss: 0.0312002 | Time: 2494.72 ms
[2021-01-22 10:48:24 main:574] : INFO : Epoch 1766 | loss: 0.0311837 | val_loss: 0.0312009 | Time: 2333.63 ms
[2021-01-22 10:48:26 main:574] : INFO : Epoch 1767 | loss: 0.0311859 | val_loss: 0.031202 | Time: 2423.12 ms
[2021-01-22 10:48:29 main:574] : INFO : Epoch 1768 | loss: 0.0311861 | val_loss: 0.0311983 | Time: 2214.11 ms
[2021-01-22 10:48:31 main:574] : INFO : Epoch 1769 | loss: 0.031187 | val_loss: 0.0312054 | Time: 2359.4 ms
[2021-01-22 10:48:33 main:574] : INFO : Epoch 1770 | loss: 0.0311864 | val_loss: 0.0312001 | Time: 2428.1 ms
[2021-01-22 10:48:36 main:574] : INFO : Epoch 1771 | loss: 0.0311838 | val_loss: 0.0312023 | Time: 2415.04 ms
[2021-01-22 10:48:38 main:574] : INFO : Epoch 1772 | loss: 0.0311833 | val_loss: 0.0311994 | Time: 2394.41 ms
[2021-01-22 10:48:41 main:574] : INFO : Epoch 1773 | loss: 0.0311826 | val_loss: 0.0311962 | Time: 2386.27 ms
[2021-01-22 10:48:43 main:574] : INFO : Epoch 1774 | loss: 0.0311835 | val_loss: 0.0312009 | Time: 2269.39 ms
[2021-01-22 10:48:46 main:574] : INFO : Epoch 1775 | loss: 0.031183 | val_loss: 0.0312027 | Time: 2381.25 ms
[2021-01-22 10:48:48 main:574] : INFO : Epoch 1776 | loss: 0.0311844 | val_loss: 0.0312001 | Time: 2483.56 ms
[2021-01-22 10:48:51 main:574] : INFO : Epoch 1777 | loss: 0.0311816 | val_loss: 0.0311985 | Time: 2456.7 ms
[2021-01-22 10:48:53 main:574] : INFO : Epoch 1778 | loss: 0.0311807 | val_loss: 0.0311987 | Time: 2384.75 ms
[2021-01-22 10:48:56 main:574] : INFO : Epoch 1779 | loss: 0.0311822 | val_loss: 0.0311943 | Time: 2383.42 ms
[2021-01-22 10:48:58 main:574] : INFO : Epoch 1780 | loss: 0.0311837 | val_loss: 0.0311967 | Time: 2369.58 ms
[2021-01-22 10:49:01 main:574] : INFO : Epoch 1781 | loss: 0.0311825 | val_loss: 0.0311986 | Time: 2350.11 ms
[2021-01-22 10:49:03 main:574] : INFO : Epoch 1782 | loss: 0.0311809 | val_loss: 0.031204 | Time: 2306.34 ms
[2021-01-22 10:49:05 main:574] : INFO : Epoch 1783 | loss: 0.0311827 | val_loss: 0.0311986 | Time: 2242.19 ms
[2021-01-22 10:49:08 main:574] : INFO : Epoch 1784 | loss: 0.0311809 | val_loss: 0.0311978 | Time: 2417.95 ms
[2021-01-22 10:49:10 main:574] : INFO : Epoch 1785 | loss: 0.031182 | val_loss: 0.031199 | Time: 2320.85 ms
[2021-01-22 10:49:13 main:574] : INFO : Epoch 1786 | loss: 0.0311804 | val_loss: 0.0311987 | Time: 2442.08 ms
[2021-01-22 10:49:15 main:574] : INFO : Epoch 1787 | loss: 0.031181 | val_loss: 0.0312036 | Time: 2401.96 ms
[2021-01-22 10:49:17 main:574] : INFO : Epoch 1788 | loss: 0.0311829 | val_loss: 0.0311984 | Time: 2345 ms
[2021-01-22 10:49:20 main:574] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0312021 | Time: 2298.49 ms
[2021-01-22 10:49:22 main:574] : INFO : Epoch 1790 | loss: 0.0311863 | val_loss: 0.0311998 | Time: 2337.15 ms
[2021-01-22 10:49:25 main:574] : INFO : Epoch 1791 | loss: 0.0311841 | val_loss: 0.0312 | Time: 2425.56 ms
[2021-01-22 10:49:27 main:574] : INFO : Epoch 1792 | loss: 0.0311833 | val_loss: 0.0312064 | Time: 2299.26 ms
[2021-01-22 10:49:29 main:574] : INFO : Epoch 1793 | loss: 0.0311846 | val_loss: 0.0312002 | Time: 2287.43 ms
[2021-01-22 10:49:32 main:574] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311995 | Time: 2337.58 ms
[2021-01-22 10:49:34 main:574] : INFO : Epoch 1795 | loss: 0.0311815 | val_loss: 0.0311976 | Time: 2429.46 ms
[2021-01-22 10:49:37 main:574] : INFO : Epoch 1796 | loss: 0.0311803 | val_loss: 0.0311975 | Time: 2349.82 ms
[2021-01-22 10:49:39 main:574] : INFO : Epoch 1797 | loss: 0.0311801 | val_loss: 0.031199 | Time: 2411.76 ms
[2021-01-22 10:49:42 main:574] : INFO : Epoch 1798 | loss: 0.0311799 | val_loss: 0.0311993 | Time: 2351.45 ms
[2021-01-22 10:49:44 main:574] : INFO : Epoch 1799 | loss: 0.0311795 | val_loss: 0.031199 | Time: 2363.98 ms
[2021-01-22 10:49:46 main:574] : INFO : Epoch 1800 | loss: 0.0311799 | val_loss: 0.0311982 | Time: 2330.35 ms
[2021-01-22 10:49:49 main:574] : INFO : Epoch 1801 | loss: 0.0311808 | val_loss: 0.0312008 | Time: 2400.92 ms
[2021-01-22 10:49:51 main:574] : INFO : Epoch 1802 | loss: 0.0311835 | val_loss: 0.0312011 | Time: 2339.62 ms
[2021-01-22 10:49:54 main:574] : INFO : Epoch 1803 | loss: 0.0311861 | val_loss: 0.0312072 | Time: 2341.95 ms
[2021-01-22 10:49:56 main:574] : INFO : Epoch 1804 | loss: 0.0311822 | val_loss: 0.0312036 | Time: 2375.81 ms
[2021-01-22 10:49:59 main:574] : INFO : Epoch 1805 | loss: 0.0311817 | val_loss: 0.0312026 | Time: 2456.43 ms
[2021-01-22 10:50:01 main:574] : INFO : Epoch 1806 | loss: 0.0311784 | val_loss: 0.0312005 | Time: 2375.89 ms
[2021-01-22 10:50:03 main:574] : INFO : Epoch 1807 | loss: 0.0311789 | val_loss: 0.031198 | Time: 2337.01 ms
[2021-01-22 10:50:06 main:574] : INFO : Epoch 1808 | loss: 0.0311778 | val_loss: 0.0311986 | Time: 2388.46 ms
[2021-01-22 10:50:08 main:574] : INFO : Epoch 1809 | loss: 0.0311798 | val_loss: 0.0312025 | Time: 2344.59 ms
[2021-01-22 10:50:11 main:574] : INFO : Epoch 1810 | loss: 0.0311805 | val_loss: 0.0312029 | Time: 2396.4 ms
[2021-01-22 10:50:13 main:574] : INFO : Epoch 1811 | loss: 0.0311792 | val_loss: 0.0311984 | Time: 2273.36 ms
[2021-01-22 10:50:15 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311972 | Time: 2343.07 ms
[2021-01-22 10:50:18 main:574] : INFO : Epoch 1813 | loss: 0.0311792 | val_loss: 0.0312003 | Time: 2299.72 ms
[2021-01-22 10:50:20 main:574] : INFO : Epoch 1814 | loss: 0.0311772 | val_loss: 0.031201 | Time: 2295.5 ms
[2021-01-22 10:50:23 main:574] : INFO : Epoch 1815 | loss: 0.0311778 | val_loss: 0.0312037 | Time: 2301.53 ms
[2021-01-22 10:50:25 main:574] : INFO : Epoch 1816 | loss: 0.0311793 | val_loss: 0.0312015 | Time: 2294.46 ms
[2021-01-22 10:50:27 main:574] : INFO : Epoch 1817 | loss: 0.031179 | val_loss: 0.0311991 | Time: 2389.9 ms
[2021-01-22 10:50:30 main:574] : INFO : Epoch 1818 | loss: 0.0311791 | val_loss: 0.0311993 | Time: 2338.73 ms
[2021-01-22 10:50:32 main:574] : INFO : Epoch 1819 | loss: 0.0311806 | val_loss: 0.0311973 | Time: 2367.53 ms
[2021-01-22 10:50:34 main:574] : INFO : Epoch 1820 | loss: 0.0311793 | val_loss: 0.0311991 | Time: 2342.81 ms
[2021-01-22 10:50:37 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0312037 | Time: 2273.34 ms
[2021-01-22 10:50:39 main:574] : INFO : Epoch 1822 | loss: 0.0311803 | val_loss: 0.0312052 | Time: 2388.36 ms
[2021-01-22 10:50:42 main:574] : INFO : Epoch 1823 | loss: 0.03118 | val_loss: 0.0311976 | Time: 2452.05 ms
[2021-01-22 10:50:44 main:574] : INFO : Epoch 1824 | loss: 0.0311781 | val_loss: 0.0311976 | Time: 2360.04 ms
[2021-01-22 10:50:47 main:574] : INFO : Epoch 1825 | loss: 0.031181 | val_loss: 0.0311998 | Time: 2268.32 ms
[2021-01-22 10:50:49 main:574] : INFO : Epoch 1826 | loss: 0.0311883 | val_loss: 0.0312018 | Time: 2308.76 ms
[2021-01-22 10:50:51 main:574] : INFO : Epoch 1827 | loss: 0.0311861 | val_loss: 0.0312008 | Time: 2342.2 ms
[2021-01-22 10:50:54 main:574] : INFO : Epoch 1828 | loss: 0.0311853 | val_loss: 0.0312023 | Time: 2336.7 ms
[2021-01-22 10:50:56 main:574] : INFO : Epoch 1829 | loss: 0.0311838 | val_loss: 0.0311983 | Time: 2382.63 ms
[2021-01-22 10:50:59 main:574] : INFO : Epoch 1830 | loss: 0.0312014 | val_loss: 0.0312201 | Time: 2326.32 ms
[2021-01-22 10:51:01 main:574] : INFO : Epoch 1831 | loss: 0.03126 | val_loss: 0.0318538 | Time: 2351.24 ms
[2021-01-22 10:51:04 main:574] : INFO : Epoch 1832 | loss: 0.035919 | val_loss: 0.0352437 | Time: 2345.36 ms
[2021-01-22 10:51:06 main:574] : INFO : Epoch 1833 | loss: 0.0578194 | val_loss: 0.0319515 | Time: 2345.4 ms
[2021-01-22 10:51:08 main:574] : INFO : Epoch 1834 | loss: 0.0336659 | val_loss: 0.0322409 | Time: 2280.86 ms
[2021-01-22 10:51:11 main:574] : INFO : Epoch 1835 | loss: 0.0315771 | val_loss: 0.0314926 | Time: 2342.87 ms
[2021-01-22 10:51:13 main:574] : INFO : Epoch 1836 | loss: 0.0313269 | val_loss: 0.0312647 | Time: 2317.69 ms
[2021-01-22 10:51:15 main:574] : INFO : Epoch 1837 | loss: 0.0312688 | val_loss: 0.031264 | Time: 2414.23 ms
[2021-01-22 10:51:18 main:574] : INFO : Epoch 1838 | loss: 0.0312595 | val_loss: 0.0312585 | Time: 2372.47 ms
[2021-01-22 10:51:20 main:574] : INFO : Epoch 1839 | loss: 0.0312566 | val_loss: 0.0312566 | Time: 2290.11 ms
[2021-01-22 10:51:23 main:574] : INFO : Epoch 1840 | loss: 0.0312555 | val_loss: 0.0312557 | Time: 2435.13 ms
[2021-01-22 10:51:25 main:574] : INFO : Epoch 1841 | loss: 0.0312547 | val_loss: 0.031255 | Time: 2293.4 ms
[2021-01-22 10:51:27 main:574] : INFO : Epoch 1842 | loss: 0.0312544 | val_loss: 0.0312546 | Time: 2346 ms
[2021-01-22 10:51:30 main:574] : INFO : Epoch 1843 | loss: 0.0312537 | val_loss: 0.0312541 | Time: 2230.26 ms
[2021-01-22 10:51:32 main:574] : INFO : Epoch 1844 | loss: 0.0312534 | val_loss: 0.0312536 | Time: 2417.99 ms
[2021-01-22 10:51:35 main:574] : INFO : Epoch 1845 | loss: 0.0312528 | val_loss: 0.0312532 | Time: 2264.12 ms
[2021-01-22 10:51:37 main:574] : INFO : Epoch 1846 | loss: 0.0312525 | val_loss: 0.031253 | Time: 2368.99 ms
[2021-01-22 10:51:39 main:574] : INFO : Epoch 1847 | loss: 0.0312525 | val_loss: 0.031253 | Time: 2457.01 ms
[2021-01-22 10:51:42 main:574] : INFO : Epoch 1848 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 2378.79 ms
[2021-01-22 10:51:44 main:574] : INFO : Epoch 1849 | loss: 0.031252 | val_loss: 0.0312524 | Time: 2370.41 ms
[2021-01-22 10:51:47 main:574] : INFO : Epoch 1850 | loss: 0.0312516 | val_loss: 0.031252 | Time: 2345.61 ms
[2021-01-22 10:51:49 main:574] : INFO : Epoch 1851 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 2300.51 ms
[2021-01-22 10:51:51 main:574] : INFO : Epoch 1852 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 2311.81 ms
[2021-01-22 10:51:54 main:574] : INFO : Epoch 1853 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2255.7 ms
[2021-01-22 10:51:56 main:574] : INFO : Epoch 1854 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2307.49 ms
[2021-01-22 10:51:59 main:574] : INFO : Epoch 1855 | loss: 0.031251 | val_loss: 0.0312513 | Time: 2342.13 ms
[2021-01-22 10:52:01 main:574] : INFO : Epoch 1856 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2311.33 ms
[2021-01-22 10:52:03 main:574] : INFO : Epoch 1857 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2282.91 ms
[2021-01-22 10:52:06 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2340.2 ms
[2021-01-22 10:52:08 main:574] : INFO : Epoch 1859 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2341.84 ms
[2021-01-22 10:52:10 main:574] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2306.63 ms
[2021-01-22 10:52:13 main:574] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2383.12 ms
[2021-01-22 10:52:15 main:574] : INFO : Epoch 1862 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2408.39 ms
[2021-01-22 10:52:18 main:574] : INFO : Epoch 1863 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2419.72 ms
[2021-01-22 10:52:20 main:574] : INFO : Epoch 1864 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2307.58 ms
[2021-01-22 10:52:22 main:574] : INFO : Epoch 1865 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2331.72 ms
[2021-01-22 10:52:25 main:574] : INFO : Epoch 1866 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2385.46 ms
[2021-01-22 10:52:27 main:574] : INFO : Epoch 1867 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2362.52 ms
[2021-01-22 10:52:30 main:574] : INFO : Epoch 1868 | loss: 0.031249 | val_loss: 0.0312493 | Time: 2380.62 ms
[2021-01-22 10:52:32 main:574] : INFO : Epoch 1869 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 2354.07 ms
[2021-01-22 10:52:34 main:574] : INFO : Epoch 1870 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2266.64 ms
[2021-01-22 10:52:37 main:574] : INFO : Epoch 1871 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 2289.89 ms
[2021-01-22 10:52:39 main:574] : INFO : Epoch 1872 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 2404.84 ms
[2021-01-22 10:52:42 main:574] : INFO : Epoch 1873 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2479.16 ms
[2021-01-22 10:52:44 main:574] : INFO : Epoch 1874 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2375.38 ms
[2021-01-22 10:52:47 main:574] : INFO : Epoch 1875 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2400.39 ms
[2021-01-22 10:52:49 main:574] : INFO : Epoch 1876 | loss: 0.031248 | val_loss: 0.0312482 | Time: 2458.48 ms
[2021-01-22 10:52:52 main:574] : INFO : Epoch 1877 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 2450.85 ms
[2021-01-22 10:52:54 main:574] : INFO : Epoch 1878 | loss: 0.0312475 | val_loss: 0.031248 | Time: 2348.08 ms
[2021-01-22 10:52:56 main:574] : INFO : Epoch 1879 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 2236.91 ms
[2021-01-22 10:52:59 main:574] : INFO : Epoch 1880 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 2350.23 ms
[2021-01-22 10:53:01 main:574] : INFO : Epoch 1881 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2460.61 ms
[2021-01-22 10:53:04 main:574] : INFO : Epoch 1882 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 2325.05 ms
[2021-01-22 10:53:06 main:574] : INFO : Epoch 1883 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 2445.22 ms
[2021-01-22 10:53:09 main:574] : INFO : Epoch 1884 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2273.86 ms
[2021-01-22 10:53:11 main:574] : INFO : Epoch 1885 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2497.06 ms
[2021-01-22 10:53:14 main:574] : INFO : Epoch 1886 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2290.04 ms
[2021-01-22 10:53:16 main:574] : INFO : Epoch 1887 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2285.58 ms
[2021-01-22 10:53:18 main:574] : INFO : Epoch 1888 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 2373.44 ms
[2021-01-22 10:53:21 main:574] : INFO : Epoch 1889 | loss: 0.0312448 | val_loss: 0.0312451 | Time: 2381.08 ms
[2021-01-22 10:53:23 main:574] : INFO : Epoch 1890 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 2351.53 ms
[2021-01-22 10:53:26 main:574] : INFO : Epoch 1891 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 2292.17 ms
[2021-01-22 10:53:28 main:574] : INFO : Epoch 1892 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 2395.63 ms
[2021-01-22 10:53:31 main:574] : INFO : Epoch 1893 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 2363.99 ms
[2021-01-22 10:53:33 main:574] : INFO : Epoch 1894 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2419.61 ms
[2021-01-22 10:53:35 main:574] : INFO : Epoch 1895 | loss: 0.0312419 | val_loss: 0.0312423 | Time: 2381.15 ms
[2021-01-22 10:53:38 main:574] : INFO : Epoch 1896 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 2404.11 ms
[2021-01-22 10:53:40 main:574] : INFO : Epoch 1897 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 2359.72 ms
[2021-01-22 10:53:43 main:574] : INFO : Epoch 1898 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 2333.11 ms
[2021-01-22 10:53:45 main:574] : INFO : Epoch 1899 | loss: 0.0312398 | val_loss: 0.03124 | Time: 2441.9 ms
[2021-01-22 10:53:48 main:574] : INFO : Epoch 1900 | loss: 0.0312392 | val_loss: 0.0312392 | Time: 2455.19 ms
[2021-01-22 10:53:50 main:574] : INFO : Epoch 1901 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 2377.31 ms
[2021-01-22 10:53:53 main:574] : INFO : Epoch 1902 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 2342.33 ms
[2021-01-22 10:53:55 main:574] : INFO : Epoch 1903 | loss: 0.0312372 | val_loss: 0.0312361 | Time: 2460.91 ms
[2021-01-22 10:53:57 main:574] : INFO : Epoch 1904 | loss: 0.0312368 | val_loss: 0.0312354 | Time: 2320.93 ms
[2021-01-22 10:54:00 main:574] : INFO : Epoch 1905 | loss: 0.0312354 | val_loss: 0.0312335 | Time: 2391.58 ms
[2021-01-22 10:54:02 main:574] : INFO : Epoch 1906 | loss: 0.0312317 | val_loss: 0.0312288 | Time: 2429.54 ms
[2021-01-22 10:54:05 main:574] : INFO : Epoch 1907 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 2248.13 ms
[2021-01-22 10:54:07 main:574] : INFO : Epoch 1908 | loss: 0.0312272 | val_loss: 0.0312263 | Time: 2558.39 ms
[2021-01-22 10:54:10 main:574] : INFO : Epoch 1909 | loss: 0.0312263 | val_loss: 0.0312252 | Time: 2425.19 ms
[2021-01-22 10:54:12 main:574] : INFO : Epoch 1910 | loss: 0.0312259 | val_loss: 0.0312251 | Time: 2309.22 ms
[2021-01-22 10:54:15 main:574] : INFO : Epoch 1911 | loss: 0.031225 | val_loss: 0.0312241 | Time: 2421.76 ms
[2021-01-22 10:54:17 main:574] : INFO : Epoch 1912 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 2355.94 ms
[2021-01-22 10:54:20 main:574] : INFO : Epoch 1913 | loss: 0.031224 | val_loss: 0.0312229 | Time: 2395.95 ms
[2021-01-22 10:54:22 main:574] : INFO : Epoch 1914 | loss: 0.0312234 | val_loss: 0.0312222 | Time: 2270.23 ms
[2021-01-22 10:54:24 main:574] : INFO : Epoch 1915 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 2327.77 ms
[2021-01-22 10:54:27 main:574] : INFO : Epoch 1916 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 2437.59 ms
[2021-01-22 10:54:29 main:574] : INFO : Epoch 1917 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 2416.01 ms
[2021-01-22 10:54:32 main:574] : INFO : Epoch 1918 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 2369.01 ms
[2021-01-22 10:54:34 main:574] : INFO : Epoch 1919 | loss: 0.0312212 | val_loss: 0.0312222 | Time: 2456.81 ms
[2021-01-22 10:54:37 main:574] : INFO : Epoch 1920 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 2354.99 ms
[2021-01-22 10:54:39 main:574] : INFO : Epoch 1921 | loss: 0.0312202 | val_loss: 0.0312191 | Time: 2371.7 ms
[2021-01-22 10:54:41 main:574] : INFO : Epoch 1922 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 2327.94 ms
[2021-01-22 10:54:44 main:574] : INFO : Epoch 1923 | loss: 0.0312199 | val_loss: 0.0312188 | Time: 2438.28 ms
[2021-01-22 10:54:46 main:574] : INFO : Epoch 1924 | loss: 0.0312194 | val_loss: 0.0312182 | Time: 2446 ms
[2021-01-22 10:54:49 main:574] : INFO : Epoch 1925 | loss: 0.0312194 | val_loss: 0.0312186 | Time: 2331.75 ms
[2021-01-22 10:54:51 main:574] : INFO : Epoch 1926 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 2281.64 ms
[2021-01-22 10:54:54 main:574] : INFO : Epoch 1927 | loss: 0.0312189 | val_loss: 0.0312175 | Time: 2352.45 ms
[2021-01-22 10:54:56 main:574] : INFO : Epoch 1928 | loss: 0.0312184 | val_loss: 0.0312176 | Time: 2359.42 ms
[2021-01-22 10:54:58 main:574] : INFO : Epoch 1929 | loss: 0.0312185 | val_loss: 0.0312177 | Time: 2416.66 ms
[2021-01-22 10:55:01 main:574] : INFO : Epoch 1930 | loss: 0.0312181 | val_loss: 0.0312169 | Time: 2314.82 ms
[2021-01-22 10:55:03 main:574] : INFO : Epoch 1931 | loss: 0.0312176 | val_loss: 0.0312166 | Time: 2383.23 ms
[2021-01-22 10:55:06 main:574] : INFO : Epoch 1932 | loss: 0.0312179 | val_loss: 0.0312199 | Time: 2410.06 ms
[2021-01-22 10:55:08 main:574] : INFO : Epoch 1933 | loss: 0.0312178 | val_loss: 0.0312163 | Time: 2454.12 ms
[2021-01-22 10:55:11 main:574] : INFO : Epoch 1934 | loss: 0.031217 | val_loss: 0.031217 | Time: 2395.6 ms
[2021-01-22 10:55:13 main:574] : INFO : Epoch 1935 | loss: 0.0312172 | val_loss: 0.0312165 | Time: 2360.68 ms
[2021-01-22 10:55:16 main:574] : INFO : Epoch 1936 | loss: 0.031217 | val_loss: 0.0312155 | Time: 2448.9 ms
[2021-01-22 10:55:18 main:574] : INFO : Epoch 1937 | loss: 0.0312169 | val_loss: 0.0312155 | Time: 2368.06 ms
[2021-01-22 10:55:21 main:574] : INFO : Epoch 1938 | loss: 0.031218 | val_loss: 0.0312196 | Time: 2416.89 ms
[2021-01-22 10:55:23 main:574] : INFO : Epoch 1939 | loss: 0.0312283 | val_loss: 0.031224 | Time: 2476.17 ms
[2021-01-22 10:55:25 main:574] : INFO : Epoch 1940 | loss: 0.0312286 | val_loss: 0.0312233 | Time: 2388.73 ms
[2021-01-22 10:55:28 main:574] : INFO : Epoch 1941 | loss: 0.0312269 | val_loss: 0.0312219 | Time: 2396.04 ms
[2021-01-22 10:55:30 main:574] : INFO : Epoch 1942 | loss: 0.031225 | val_loss: 0.0312212 | Time: 2416.86 ms
[2021-01-22 10:55:33 main:574] : INFO : Epoch 1943 | loss: 0.0312236 | val_loss: 0.031223 | Time: 2275.81 ms
[2021-01-22 10:55:35 main:574] : INFO : Epoch 1944 | loss: 0.031225 | val_loss: 0.031225 | Time: 2401.29 ms
[2021-01-22 10:55:38 main:574] : INFO : Epoch 1945 | loss: 0.0312269 | val_loss: 0.0312284 | Time: 2386.1 ms
[2021-01-22 10:55:40 main:574] : INFO : Epoch 1946 | loss: 0.0312323 | val_loss: 0.0312298 | Time: 2475.39 ms
[2021-01-22 10:55:43 main:574] : INFO : Epoch 1947 | loss: 0.0312314 | val_loss: 0.0312282 | Time: 2447.15 ms
[2021-01-22 10:55:45 main:574] : INFO : Epoch 1948 | loss: 0.0312309 | val_loss: 0.0312293 | Time: 2374.27 ms
[2021-01-22 10:55:47 main:574] : INFO : Epoch 1949 | loss: 0.031231 | val_loss: 0.0312289 | Time: 2227.86 ms
[2021-01-22 10:55:50 main:574] : INFO : Epoch 1950 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 2353.2 ms
[2021-01-22 10:55:52 main:574] : INFO : Epoch 1951 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 2362.57 ms
[2021-01-22 10:55:55 main:574] : INFO : Epoch 1952 | loss: 0.03123 | val_loss: 0.0312306 | Time: 2508.98 ms
[2021-01-22 10:55:57 main:574] : INFO : Epoch 1953 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 2395.05 ms
[2021-01-22 10:56:00 main:574] : INFO : Epoch 1954 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 2448.24 ms
[2021-01-22 10:56:02 main:574] : INFO : Epoch 1955 | loss: 0.0312283 | val_loss: 0.0312266 | Time: 2442.97 ms
[2021-01-22 10:56:05 main:574] : INFO : Epoch 1956 | loss: 0.0312281 | val_loss: 0.0312256 | Time: 2443.57 ms
[2021-01-22 10:56:07 main:574] : INFO : Epoch 1957 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 2416.32 ms
[2021-01-22 10:56:10 main:574] : INFO : Epoch 1958 | loss: 0.031227 | val_loss: 0.0312265 | Time: 2383.34 ms
[2021-01-22 10:56:12 main:574] : INFO : Epoch 1959 | loss: 0.0312264 | val_loss: 0.0312257 | Time: 2365.53 ms
[2021-01-22 10:56:15 main:574] : INFO : Epoch 1960 | loss: 0.0312257 | val_loss: 0.0312248 | Time: 2397.23 ms
[2021-01-22 10:56:17 main:574] : INFO : Epoch 1961 | loss: 0.0312261 | val_loss: 0.0312234 | Time: 2390.92 ms
[2021-01-22 10:56:20 main:574] : INFO : Epoch 1962 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 2410.69 ms
[2021-01-22 10:56:22 main:574] : INFO : Epoch 1963 | loss: 0.0312246 | val_loss: 0.0312234 | Time: 2411.77 ms
[2021-01-22 10:56:25 main:574] : INFO : Epoch 1964 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 2451.01 ms
[2021-01-22 10:56:27 main:574] : INFO : Epoch 1965 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 2369.46 ms
[2021-01-22 10:56:29 main:574] : INFO : Epoch 1966 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 2396.13 ms
[2021-01-22 10:56:32 main:574] : INFO : Epoch 1967 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 2340.69 ms
[2021-01-22 10:56:34 main:574] : INFO : Epoch 1968 | loss: 0.0312231 | val_loss: 0.031223 | Time: 2375.19 ms
[2021-01-22 10:56:37 main:574] : INFO : Epoch 1969 | loss: 0.0312243 | val_loss: 0.0312221 | Time: 2371.27 ms
[2021-01-22 10:56:39 main:574] : INFO : Epoch 1970 | loss: 0.0312249 | val_loss: 0.0312282 | Time: 2346.51 ms
[2021-01-22 10:56:42 main:574] : INFO : Epoch 1971 | loss: 0.0312234 | val_loss: 0.0312216 | Time: 2322.05 ms
[2021-01-22 10:56:44 main:574] : INFO : Epoch 1972 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 2365.15 ms
[2021-01-22 10:56:46 main:574] : INFO : Epoch 1973 | loss: 0.0312228 | val_loss: 0.031222 | Time: 2393.57 ms
[2021-01-22 10:56:49 main:574] : INFO : Epoch 1974 | loss: 0.0312231 | val_loss: 0.0312252 | Time: 2458.1 ms
[2021-01-22 10:56:51 main:574] : INFO : Epoch 1975 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 2420.59 ms
[2021-01-22 10:56:54 main:574] : INFO : Epoch 1976 | loss: 0.0312215 | val_loss: 0.031221 | Time: 2435.07 ms
[2021-01-22 10:56:56 main:574] : INFO : Epoch 1977 | loss: 0.0312226 | val_loss: 0.0312235 | Time: 2371.99 ms
[2021-01-22 10:56:59 main:574] : INFO : Epoch 1978 | loss: 0.0312214 | val_loss: 0.0312203 | Time: 2308.09 ms
[2021-01-22 10:57:01 main:574] : INFO : Epoch 1979 | loss: 0.0312217 | val_loss: 0.0312212 | Time: 2410.11 ms
[2021-01-22 10:57:04 main:574] : INFO : Epoch 1980 | loss: 0.0312224 | val_loss: 0.0312244 | Time: 2297.98 ms
[2021-01-22 10:57:06 main:574] : INFO : Epoch 1981 | loss: 0.0312252 | val_loss: 0.03122 | Time: 2347.11 ms
[2021-01-22 10:57:08 main:574] : INFO : Epoch 1982 | loss: 0.031221 | val_loss: 0.03122 | Time: 2287.34 ms
[2021-01-22 10:57:11 main:574] : INFO : Epoch 1983 | loss: 0.0312205 | val_loss: 0.0312196 | Time: 2319.1 ms
[2021-01-22 10:57:13 main:574] : INFO : Epoch 1984 | loss: 0.0312204 | val_loss: 0.0312205 | Time: 2327.78 ms
[2021-01-22 10:57:15 main:574] : INFO : Epoch 1985 | loss: 0.0312211 | val_loss: 0.0312195 | Time: 2369.15 ms
[2021-01-22 10:57:18 main:574] : INFO : Epoch 1986 | loss: 0.0312209 | val_loss: 0.0312194 | Time: 2234.4 ms
[2021-01-22 10:57:20 main:574] : INFO : Epoch 1987 | loss: 0.0312212 | val_loss: 0.0312198 | Time: 2279.8 ms
[2021-01-22 10:57:23 main:574] : INFO : Epoch 1988 | loss: 0.03122 | val_loss: 0.0312193 | Time: 2383.92 ms
[2021-01-22 10:57:25 main:574] : INFO : Epoch 1989 | loss: 0.0312199 | val_loss: 0.0312202 | Time: 2440.5 ms
[2021-01-22 10:57:28 main:574] : INFO : Epoch 1990 | loss: 0.0312206 | val_loss: 0.0312186 | Time: 2401.11 ms
[2021-01-22 10:57:30 main:574] : INFO : Epoch 1991 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 2466.5 ms
[2021-01-22 10:57:33 main:574] : INFO : Epoch 1992 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 2422.42 ms
[2021-01-22 10:57:35 main:574] : INFO : Epoch 1993 | loss: 0.03122 | val_loss: 0.0312183 | Time: 2512.25 ms
[2021-01-22 10:57:38 main:574] : INFO : Epoch 1994 | loss: 0.0312195 | val_loss: 0.031218 | Time: 2464.66 ms
[2021-01-22 10:57:40 main:574] : INFO : Epoch 1995 | loss: 0.0312195 | val_loss: 0.0312182 | Time: 2409.37 ms
[2021-01-22 10:57:43 main:574] : INFO : Epoch 1996 | loss: 0.0312191 | val_loss: 0.031218 | Time: 2499.87 ms
[2021-01-22 10:57:45 main:574] : INFO : Epoch 1997 | loss: 0.0312206 | val_loss: 0.0312178 | Time: 2391.87 ms
[2021-01-22 10:57:48 main:574] : INFO : Epoch 1998 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 2369.04 ms
[2021-01-22 10:57:50 main:574] : INFO : Epoch 1999 | loss: 0.0312193 | val_loss: 0.0312176 | Time: 2374.04 ms
[2021-01-22 10:57:52 main:574] : INFO : Epoch 2000 | loss: 0.0312199 | val_loss: 0.031218 | Time: 2336.95 ms
[2021-01-22 10:57:55 main:574] : INFO : Epoch 2001 | loss: 0.0312191 | val_loss: 0.0312174 | Time: 2300.29 ms
[2021-01-22 10:57:57 main:574] : INFO : Epoch 2002 | loss: 0.0312211 | val_loss: 0.0312174 | Time: 2315.56 ms
[2021-01-22 10:58:00 main:574] : INFO : Epoch 2003 | loss: 0.0312198 | val_loss: 0.0312177 | Time: 2358.73 ms
[2021-01-22 10:58:02 main:574] : INFO : Epoch 2004 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 2228.89 ms
[2021-01-22 10:58:04 main:574] : INFO : Epoch 2005 | loss: 0.0312195 | val_loss: 0.0312193 | Time: 2307.41 ms
[2021-01-22 10:58:07 main:574] : INFO : Epoch 2006 | loss: 0.0312216 | val_loss: 0.0312168 | Time: 2367.63 ms
[2021-01-22 10:58:09 main:574] : INFO : Epoch 2007 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 2405.06 ms
[2021-01-22 10:58:12 main:574] : INFO : Epoch 2008 | loss: 0.0312187 | val_loss: 0.0312168 | Time: 2361.61 ms
[2021-01-22 10:58:14 main:574] : INFO : Epoch 2009 | loss: 0.0312182 | val_loss: 0.0312165 | Time: 2300.79 ms
[2021-01-22 10:58:16 main:574] : INFO : Epoch 2010 | loss: 0.0312198 | val_loss: 0.0312217 | Time: 2319.66 ms
[2021-01-22 10:58:19 main:574] : INFO : Epoch 2011 | loss: 0.0312186 | val_loss: 0.0312167 | Time: 2168.79 ms
[2021-01-22 10:58:21 main:574] : INFO : Epoch 2012 | loss: 0.0312179 | val_loss: 0.0312167 | Time: 2087.39 ms
[2021-01-22 10:58:23 main:574] : INFO : Epoch 2013 | loss: 0.0312184 | val_loss: 0.0312225 | Time: 2306.52 ms
[2021-01-22 10:58:25 main:574] : INFO : Epoch 2014 | loss: 0.0312226 | val_loss: 0.0312191 | Time: 2352.81 ms
[2021-01-22 10:58:28 main:574] : INFO : Epoch 2015 | loss: 0.0312197 | val_loss: 0.0312203 | Time: 2410.26 ms
[2021-01-22 10:58:30 main:574] : INFO : Epoch 2016 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 2251.65 ms
[2021-01-22 10:58:33 main:574] : INFO : Epoch 2017 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 2433.23 ms
[2021-01-22 10:58:35 main:574] : INFO : Epoch 2018 | loss: 0.0312162 | val_loss: 0.031217 | Time: 2410.9 ms
[2021-01-22 10:58:38 main:574] : INFO : Epoch 2019 | loss: 0.0312166 | val_loss: 0.0312154 | Time: 2354.88 ms
[2021-01-22 10:58:40 main:574] : INFO : Epoch 2020 | loss: 0.0312179 | val_loss: 0.0312163 | Time: 2414.65 ms
[2021-01-22 10:58:43 main:574] : INFO : Epoch 2021 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 2430.56 ms
[2021-01-22 10:58:45 main:574] : INFO : Epoch 2022 | loss: 0.031215 | val_loss: 0.0312158 | Time: 2287.53 ms
[2021-01-22 10:58:47 main:574] : INFO : Epoch 2023 | loss: 0.0312173 | val_loss: 0.0312153 | Time: 2333.86 ms
[2021-01-22 10:58:50 main:574] : INFO : Epoch 2024 | loss: 0.031216 | val_loss: 0.0312189 | Time: 2430.53 ms
[2021-01-22 10:58:52 main:574] : INFO : Epoch 2025 | loss: 0.0312177 | val_loss: 0.0312161 | Time: 2370.87 ms
[2021-01-22 10:58:55 main:574] : INFO : Epoch 2026 | loss: 0.0312194 | val_loss: 0.0312147 | Time: 2352.26 ms
[2021-01-22 10:58:57 main:574] : INFO : Epoch 2027 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 2361.46 ms
[2021-01-22 10:58:59 main:574] : INFO : Epoch 2028 | loss: 0.0312153 | val_loss: 0.031217 | Time: 2390.55 ms
[2021-01-22 10:59:02 main:574] : INFO : Epoch 2029 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 2345.24 ms
[2021-01-22 10:59:04 main:574] : INFO : Epoch 2030 | loss: 0.0312143 | val_loss: 0.0312144 | Time: 2465.54 ms
[2021-01-22 10:59:07 main:574] : INFO : Epoch 2031 | loss: 0.0312158 | val_loss: 0.0312148 | Time: 2270.94 ms
[2021-01-22 10:59:09 main:574] : INFO : Epoch 2032 | loss: 0.0312169 | val_loss: 0.0312144 | Time: 2226.58 ms
[2021-01-22 10:59:12 main:574] : INFO : Epoch 2033 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 2419.54 ms
[2021-01-22 10:59:14 main:574] : INFO : Epoch 2034 | loss: 0.031216 | val_loss: 0.0312152 | Time: 2455.73 ms
[2021-01-22 10:59:17 main:574] : INFO : Epoch 2035 | loss: 0.0312183 | val_loss: 0.0312179 | Time: 2335.11 ms
[2021-01-22 10:59:19 main:574] : INFO : Epoch 2036 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2374.12 ms
[2021-01-22 10:59:21 main:574] : INFO : Epoch 2037 | loss: 0.0312164 | val_loss: 0.0312168 | Time: 2306.99 ms
[2021-01-22 10:59:24 main:574] : INFO : Epoch 2038 | loss: 0.0312209 | val_loss: 0.031218 | Time: 2367.19 ms
[2021-01-22 10:59:26 main:574] : INFO : Epoch 2039 | loss: 0.0312165 | val_loss: 0.0312149 | Time: 2346.5 ms
[2021-01-22 10:59:29 main:574] : INFO : Epoch 2040 | loss: 0.0312148 | val_loss: 0.0312166 | Time: 2270.42 ms
[2021-01-22 10:59:31 main:574] : INFO : Epoch 2041 | loss: 0.0312146 | val_loss: 0.0312139 | Time: 2371.6 ms
[2021-01-22 10:59:33 main:574] : INFO : Epoch 2042 | loss: 0.0312154 | val_loss: 0.0312166 | Time: 2425.85 ms
[2021-01-22 10:59:36 main:574] : INFO : Epoch 2043 | loss: 0.0312145 | val_loss: 0.0312152 | Time: 2392.78 ms
[2021-01-22 10:59:38 main:574] : INFO : Epoch 2044 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 2262.65 ms
[2021-01-22 10:59:41 main:574] : INFO : Epoch 2045 | loss: 0.0312168 | val_loss: 0.0312155 | Time: 2341.57 ms
[2021-01-22 10:59:43 main:574] : INFO : Epoch 2046 | loss: 0.0312161 | val_loss: 0.0312185 | Time: 2328.11 ms
[2021-01-22 10:59:45 main:574] : INFO : Epoch 2047 | loss: 0.0312156 | val_loss: 0.0312142 | Time: 2407 ms
[2021-01-22 10:59:48 main:574] : INFO : Epoch 2048 | loss: 0.0312147 | val_loss: 0.0312164 | Time: 2415.9 ms
[2021-01-22 10:59:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312164
[2021-01-22 10:59:48 main:603] : INFO : Saving end state to config to file
[2021-01-22 10:59:48 main:608] : INFO : Success, exiting..
10:59:48 (9476): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)