| Name | ParityModified-1636178899-31875-2-0_0 |
| Workunit | 6459790 |
| Created | 17 Nov 2021, 15:25:32 UTC |
| Sent | 23 Nov 2021, 10:41:23 UTC |
| Report deadline | 1 Dec 2021, 10:41:23 UTC |
| Received | 24 Nov 2021, 9:33:23 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 18 min 24 sec |
| CPU time | 1 hours 18 min 1 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1524 | loss: 0.03116 | val_loss: 0.0311667 | Time: 2326.78 ms [2021-11-24 10:14:15 main:574] : INFO : Epoch 1525 | loss: 0.0311596 | val_loss: 0.0311617 | Time: 2274.31 ms [2021-11-24 10:14:18 main:574] : INFO : Epoch 1526 | loss: 0.0311603 | val_loss: 0.031161 | Time: 2235.42 ms [2021-11-24 10:14:20 main:574] : INFO : Epoch 1527 | loss: 0.0311587 | val_loss: 0.0311596 | Time: 2293.67 ms [2021-11-24 10:14:22 main:574] : INFO : Epoch 1528 | loss: 0.0311562 | val_loss: 0.0311608 | Time: 2282.53 ms [2021-11-24 10:14:24 main:574] : INFO : Epoch 1529 | loss: 0.0311549 | val_loss: 0.03116 | Time: 2299.97 ms [2021-11-24 10:14:27 main:574] : INFO : Epoch 1530 | loss: 0.0311524 | val_loss: 0.0311588 | Time: 2289.02 ms [2021-11-24 10:14:29 main:574] : INFO : Epoch 1531 | loss: 0.0311518 | val_loss: 0.0311574 | Time: 2274.14 ms [2021-11-24 10:14:31 main:574] : INFO : Epoch 1532 | loss: 0.0311507 | val_loss: 0.0311567 | Time: 2323.51 ms [2021-11-24 10:14:34 main:574] : INFO : Epoch 1533 | loss: 0.0311514 | val_loss: 0.0311617 | Time: 2286.27 ms [2021-11-24 10:14:36 main:574] : INFO : Epoch 1534 | loss: 0.0311543 | val_loss: 0.0311616 | Time: 2272.22 ms [2021-11-24 10:14:38 main:574] : INFO : Epoch 1535 | loss: 0.0311531 | val_loss: 0.0311617 | Time: 2285.59 ms [2021-11-24 10:14:40 main:574] : INFO : Epoch 1536 | loss: 0.0311514 | val_loss: 0.0311596 | Time: 2229.34 ms [2021-11-24 10:14:43 main:574] : INFO : Epoch 1537 | loss: 0.0311502 | val_loss: 0.0311603 | Time: 2290.42 ms [2021-11-24 10:14:45 main:574] : INFO : Epoch 1538 | loss: 0.0311487 | val_loss: 0.0311573 | Time: 2313.49 ms [2021-11-24 10:14:47 main:574] : INFO : Epoch 1539 | loss: 0.0311495 | val_loss: 0.0311613 | Time: 2328.08 ms [2021-11-24 10:14:50 main:574] : INFO : Epoch 1540 | loss: 0.0311508 | val_loss: 0.0311615 | Time: 2308.62 ms [2021-11-24 10:14:52 main:574] : INFO : Epoch 1541 | loss: 0.0311473 | val_loss: 0.0311549 | Time: 2303.48 ms [2021-11-24 10:14:54 main:574] : INFO : Epoch 1542 | loss: 0.0311454 | val_loss: 0.0311544 | Time: 2270.37 ms [2021-11-24 10:14:57 main:574] : INFO : Epoch 1543 | loss: 0.0311442 | val_loss: 0.0311557 | Time: 2277.21 ms [2021-11-24 10:14:59 main:574] : INFO : Epoch 1544 | loss: 0.0311451 | val_loss: 0.0311548 | Time: 2266.62 ms [2021-11-24 10:15:01 main:574] : INFO : Epoch 1545 | loss: 0.031145 | val_loss: 0.0311541 | Time: 2277.41 ms [2021-11-24 10:15:03 main:574] : INFO : Epoch 1546 | loss: 0.0311428 | val_loss: 0.0311568 | Time: 2266.03 ms [2021-11-24 10:15:06 main:574] : INFO : Epoch 1547 | loss: 0.0311434 | val_loss: 0.031154 | Time: 2308.19 ms [2021-11-24 10:15:08 main:574] : INFO : Epoch 1548 | loss: 0.0311418 | val_loss: 0.0311535 | Time: 2293.67 ms [2021-11-24 10:15:10 main:574] : INFO : Epoch 1549 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 2313.88 ms [2021-11-24 10:15:13 main:574] : INFO : Epoch 1550 | loss: 0.0311422 | val_loss: 0.0311546 | Time: 2284.1 ms [2021-11-24 10:15:15 main:574] : INFO : Epoch 1551 | loss: 0.0311429 | val_loss: 0.0311571 | Time: 2292.76 ms [2021-11-24 10:15:17 main:574] : INFO : Epoch 1552 | loss: 0.0311488 | val_loss: 0.0311614 | Time: 2259.26 ms [2021-11-24 10:15:19 main:574] : INFO : Epoch 1553 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 2276.36 ms [2021-11-24 10:15:22 main:574] : INFO : Epoch 1554 | loss: 0.0311493 | val_loss: 0.0311599 | Time: 2310.02 ms [2021-11-24 10:15:24 main:574] : INFO : Epoch 1555 | loss: 0.0311464 | val_loss: 0.0311593 | Time: 2301.71 ms [2021-11-24 10:15:26 main:574] : INFO : Epoch 1556 | loss: 0.0311457 | val_loss: 0.0311594 | Time: 2273.76 ms [2021-11-24 10:15:29 main:574] : INFO : Epoch 1557 | loss: 0.0311443 | val_loss: 0.03116 | Time: 2304.03 ms [2021-11-24 10:15:31 main:574] : INFO : Epoch 1558 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 2309.14 ms [2021-11-24 10:15:33 main:574] : INFO : Epoch 1559 | loss: 0.0311422 | val_loss: 0.0311576 | Time: 2249.36 ms [2021-11-24 10:15:35 main:574] : INFO : Epoch 1560 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 2275.69 ms [2021-11-24 10:15:38 main:574] : INFO : Epoch 1561 | loss: 0.0311437 | val_loss: 0.0311593 | Time: 2265.24 ms [2021-11-24 10:15:40 main:574] : INFO : Epoch 1562 | loss: 0.0311429 | val_loss: 0.0311608 | Time: 2277.23 ms [2021-11-24 10:15:42 main:574] : INFO : Epoch 1563 | loss: 0.0311428 | val_loss: 0.0311641 | Time: 2282.55 ms [2021-11-24 10:15:45 main:574] : INFO : Epoch 1564 | loss: 0.0311429 | val_loss: 0.0311586 | Time: 2305.36 ms [2021-11-24 10:15:47 main:574] : INFO : Epoch 1565 | loss: 0.0311409 | val_loss: 0.0311565 | Time: 2287.99 ms [2021-11-24 10:15:49 main:574] : INFO : Epoch 1566 | loss: 0.0311431 | val_loss: 0.0311656 | Time: 2287.34 ms [2021-11-24 10:15:52 main:574] : INFO : Epoch 1567 | loss: 0.0311456 | val_loss: 0.0311676 | Time: 2302.53 ms [2021-11-24 10:15:54 main:574] : INFO : Epoch 1568 | loss: 0.0311466 | val_loss: 0.0311576 | Time: 2275.31 ms [2021-11-24 10:15:56 main:574] : INFO : Epoch 1569 | loss: 0.0311414 | val_loss: 0.0311587 | Time: 2263.35 ms [2021-11-24 10:15:58 main:574] : INFO : Epoch 1570 | loss: 0.031141 | val_loss: 0.0311587 | Time: 2240.89 ms [2021-11-24 10:16:01 main:574] : INFO : Epoch 1571 | loss: 0.0311406 | val_loss: 0.031157 | Time: 2267.06 ms [2021-11-24 10:16:03 main:574] : INFO : Epoch 1572 | loss: 0.0311401 | val_loss: 0.0311571 | Time: 2322.25 ms [2021-11-24 10:16:05 main:574] : INFO : Epoch 1573 | loss: 0.0311403 | val_loss: 0.0311576 | Time: 2284.17 ms [2021-11-24 10:16:07 main:574] : INFO : Epoch 1574 | loss: 0.0311398 | val_loss: 0.0311577 | Time: 2270.36 ms [2021-11-24 10:16:10 main:574] : INFO : Epoch 1575 | loss: 0.0311407 | val_loss: 0.0311552 | Time: 2294.05 ms [2021-11-24 10:16:12 main:574] : INFO : Epoch 1576 | loss: 0.0311565 | val_loss: 0.0311926 | Time: 2317.04 ms [2021-11-24 10:16:14 main:574] : INFO : Epoch 1577 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2240.97 ms [2021-11-24 10:16:17 main:574] : INFO : Epoch 1578 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 2224.41 ms [2021-11-24 10:16:19 main:574] : INFO : Epoch 1579 | loss: 0.0311936 | val_loss: 0.0311898 | Time: 2283.63 ms [2021-11-24 10:16:21 main:574] : INFO : Epoch 1580 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 2305.94 ms [2021-11-24 10:16:23 main:574] : INFO : Epoch 1581 | loss: 0.031184 | val_loss: 0.0311863 | Time: 2258.79 ms [2021-11-24 10:16:26 main:574] : INFO : Epoch 1582 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 2311.37 ms [2021-11-24 10:16:28 main:574] : INFO : Epoch 1583 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 2277.06 ms [2021-11-24 10:16:30 main:574] : INFO : Epoch 1584 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 2287.87 ms [2021-11-24 10:16:33 main:574] : INFO : Epoch 1585 | loss: 0.0311798 | val_loss: 0.0311802 | Time: 2285.61 ms [2021-11-24 10:16:35 main:574] : INFO : Epoch 1586 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 2270.25 ms [2021-11-24 10:16:37 main:574] : INFO : Epoch 1587 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 2281.57 ms [2021-11-24 10:16:39 main:574] : INFO : Epoch 1588 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 2293.08 ms [2021-11-24 10:16:42 main:574] : INFO : Epoch 1589 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 2306.41 ms [2021-11-24 10:16:44 main:574] : INFO : Epoch 1590 | loss: 0.0311772 | val_loss: 0.0311832 | Time: 2329.37 ms [2021-11-24 10:16:46 main:574] : INFO : Epoch 1591 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 2309.16 ms [2021-11-24 10:16:49 main:574] : INFO : Epoch 1592 | loss: 0.0311777 | val_loss: 0.0311856 | Time: 2316.32 ms [2021-11-24 10:16:51 main:574] : INFO : Epoch 1593 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 2293.66 ms [2021-11-24 10:16:53 main:574] : INFO : Epoch 1594 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 2264.37 ms [2021-11-24 10:16:56 main:574] : INFO : Epoch 1595 | loss: 0.031173 | val_loss: 0.0311832 | Time: 2264.21 ms [2021-11-24 10:16:58 main:574] : INFO : Epoch 1596 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 2287.67 ms [2021-11-24 10:17:00 main:574] : INFO : Epoch 1597 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 2258.17 ms [2021-11-24 10:17:02 main:574] : INFO : Epoch 1598 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 2293.89 ms [2021-11-24 10:17:05 main:574] : INFO : Epoch 1599 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 2270.34 ms [2021-11-24 10:17:07 main:574] : INFO : Epoch 1600 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2259.91 ms [2021-11-24 10:17:09 main:574] : INFO : Epoch 1601 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 2286.6 ms [2021-11-24 10:17:12 main:574] : INFO : Epoch 1602 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 2288.16 ms [2021-11-24 10:17:14 main:574] : INFO : Epoch 1603 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 2256.77 ms [2021-11-24 10:17:16 main:574] : INFO : Epoch 1604 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 2252.55 ms [2021-11-24 10:17:18 main:574] : INFO : Epoch 1605 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2274.61 ms [2021-11-24 10:17:21 main:574] : INFO : Epoch 1606 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 2292.2 ms [2021-11-24 10:17:23 main:574] : INFO : Epoch 1607 | loss: 0.031172 | val_loss: 0.0311748 | Time: 2287.21 ms [2021-11-24 10:17:25 main:574] : INFO : Epoch 1608 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 2272.62 ms [2021-11-24 10:17:27 main:574] : INFO : Epoch 1609 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 2280.55 ms [2021-11-24 10:17:30 main:574] : INFO : Epoch 1610 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 2285.02 ms [2021-11-24 10:17:32 main:574] : INFO : Epoch 1611 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 2285.99 ms [2021-11-24 10:17:34 main:574] : INFO : Epoch 1612 | loss: 0.0311678 | val_loss: 0.0311753 | Time: 2256.04 ms [2021-11-24 10:17:37 main:574] : INFO : Epoch 1613 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 2277.57 ms [2021-11-24 10:17:39 main:574] : INFO : Epoch 1614 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 2266.55 ms [2021-11-24 10:17:41 main:574] : INFO : Epoch 1615 | loss: 0.031169 | val_loss: 0.0311709 | Time: 2316.8 ms [2021-11-24 10:17:43 main:574] : INFO : Epoch 1616 | loss: 0.031167 | val_loss: 0.0311699 | Time: 2286.3 ms [2021-11-24 10:17:46 main:574] : INFO : Epoch 1617 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 2281.18 ms [2021-11-24 10:17:48 main:574] : INFO : Epoch 1618 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 2310.17 ms [2021-11-24 10:17:50 main:574] : INFO : Epoch 1619 | loss: 0.031165 | val_loss: 0.0311723 | Time: 2307.04 ms [2021-11-24 10:17:53 main:574] : INFO : Epoch 1620 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 2275.53 ms [2021-11-24 10:17:55 main:574] : INFO : Epoch 1621 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 2263.7 ms [2021-11-24 10:17:57 main:574] : INFO : Epoch 1622 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 2294.65 ms [2021-11-24 10:18:00 main:574] : INFO : Epoch 1623 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 2265.97 ms [2021-11-24 10:18:02 main:574] : INFO : Epoch 1624 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 2295.3 ms [2021-11-24 10:18:04 main:574] : INFO : Epoch 1625 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 2296.85 ms [2021-11-24 10:18:06 main:574] : INFO : Epoch 1626 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 2280.2 ms [2021-11-24 10:18:09 main:574] : INFO : Epoch 1627 | loss: 0.0311711 | val_loss: 0.0311727 | Time: 2296.67 ms [2021-11-24 10:18:11 main:574] : INFO : Epoch 1628 | loss: 0.0311686 | val_loss: 0.0311699 | Time: 2286.64 ms [2021-11-24 10:18:13 main:574] : INFO : Epoch 1629 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2284.24 ms [2021-11-24 10:18:16 main:574] : INFO : Epoch 1630 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 2313.71 ms [2021-11-24 10:18:18 main:574] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2273.14 ms [2021-11-24 10:18:20 main:574] : INFO : Epoch 1632 | loss: 0.0311709 | val_loss: 0.0311767 | Time: 2290.84 ms [2021-11-24 10:18:22 main:574] : INFO : Epoch 1633 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2292.69 ms [2021-11-24 10:18:25 main:574] : INFO : Epoch 1634 | loss: 0.031187 | val_loss: 0.0311923 | Time: 2296.76 ms [2021-11-24 10:18:27 main:574] : INFO : Epoch 1635 | loss: 0.0311912 | val_loss: 0.0311922 | Time: 2304.02 ms [2021-11-24 10:18:29 main:574] : INFO : Epoch 1636 | loss: 0.0311913 | val_loss: 0.0311893 | Time: 2280.19 ms [2021-11-24 10:18:32 main:574] : INFO : Epoch 1637 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 2278.9 ms [2021-11-24 10:18:34 main:574] : INFO : Epoch 1638 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 2234.02 ms [2021-11-24 10:18:36 main:574] : INFO : Epoch 1639 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 2335.31 ms [2021-11-24 10:18:39 main:574] : INFO : Epoch 1640 | loss: 0.0311829 | val_loss: 0.0311828 | Time: 2294.76 ms [2021-11-24 10:18:41 main:574] : INFO : Epoch 1641 | loss: 0.031182 | val_loss: 0.031182 | Time: 2291.16 ms [2021-11-24 10:18:43 main:574] : INFO : Epoch 1642 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 2272.51 ms [2021-11-24 10:18:45 main:574] : INFO : Epoch 1643 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 2290.29 ms [2021-11-24 10:18:48 main:574] : INFO : Epoch 1644 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 2259.66 ms [2021-11-24 10:18:50 main:574] : INFO : Epoch 1645 | loss: 0.0311928 | val_loss: 0.0311892 | Time: 2272.06 ms [2021-11-24 10:18:52 main:574] : INFO : Epoch 1646 | loss: 0.0311901 | val_loss: 0.0311871 | Time: 2260.52 ms [2021-11-24 10:18:54 main:574] : INFO : Epoch 1647 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 2223.92 ms [2021-11-24 10:18:57 main:574] : INFO : Epoch 1648 | loss: 0.0311882 | val_loss: 0.0311827 | Time: 2279.35 ms [2021-11-24 10:18:59 main:574] : INFO : Epoch 1649 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 2283.21 ms [2021-11-24 10:19:01 main:574] : INFO : Epoch 1650 | loss: 0.0311848 | val_loss: 0.031189 | Time: 2277.51 ms [2021-11-24 10:19:04 main:574] : INFO : Epoch 1651 | loss: 0.0311852 | val_loss: 0.0311848 | Time: 2258.97 ms [2021-11-24 10:19:06 main:574] : INFO : Epoch 1652 | loss: 0.0311828 | val_loss: 0.0311824 | Time: 2331.57 ms [2021-11-24 10:19:08 main:574] : INFO : Epoch 1653 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 2262.46 ms [2021-11-24 10:19:10 main:574] : INFO : Epoch 1654 | loss: 0.0311804 | val_loss: 0.0311811 | Time: 2313.02 ms [2021-11-24 10:19:13 main:574] : INFO : Epoch 1655 | loss: 0.03118 | val_loss: 0.0311796 | Time: 2288.43 ms [2021-11-24 10:19:15 main:574] : INFO : Epoch 1656 | loss: 0.0311836 | val_loss: 0.0311795 | Time: 2264.66 ms [2021-11-24 10:19:17 main:574] : INFO : Epoch 1657 | loss: 0.0311836 | val_loss: 0.0311786 | Time: 2316.96 ms [2021-11-24 10:19:20 main:574] : INFO : Epoch 1658 | loss: 0.0311807 | val_loss: 0.0311791 | Time: 2314.01 ms [2021-11-24 10:19:22 main:574] : INFO : Epoch 1659 | loss: 0.0311807 | val_loss: 0.0311788 | Time: 2245.15 ms [2021-11-24 10:19:24 main:574] : INFO : Epoch 1660 | loss: 0.031181 | val_loss: 0.0311812 | Time: 2304.27 ms [2021-11-24 10:19:26 main:574] : INFO : Epoch 1661 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 2303.58 ms [2021-11-24 10:19:29 main:574] : INFO : Epoch 1662 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2285.88 ms [2021-11-24 10:19:31 main:574] : INFO : Epoch 1663 | loss: 0.0311868 | val_loss: 0.0311847 | Time: 2256.53 ms [2021-11-24 10:19:33 main:574] : INFO : Epoch 1664 | loss: 0.0311846 | val_loss: 0.031184 | Time: 2290.11 ms [2021-11-24 10:19:36 main:574] : INFO : Epoch 1665 | loss: 0.0311837 | val_loss: 0.0311867 | Time: 2271.19 ms [2021-11-24 10:19:38 main:574] : INFO : Epoch 1666 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 2285.29 ms [2021-11-24 10:19:40 main:574] : INFO : Epoch 1667 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 2284.08 ms [2021-11-24 10:19:43 main:574] : INFO : Epoch 1668 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 2338.21 ms [2021-11-24 10:19:45 main:574] : INFO : Epoch 1669 | loss: 0.0311802 | val_loss: 0.031183 | Time: 2300.31 ms [2021-11-24 10:19:47 main:574] : INFO : Epoch 1670 | loss: 0.0311811 | val_loss: 0.0311831 | Time: 2274.64 ms [2021-11-24 10:19:49 main:574] : INFO : Epoch 1671 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2328.72 ms [2021-11-24 10:19:52 main:574] : INFO : Epoch 1672 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 2281.17 ms [2021-11-24 10:19:54 main:574] : INFO : Epoch 1673 | loss: 0.0311789 | val_loss: 0.031182 | Time: 2239.5 ms [2021-11-24 10:19:56 main:574] : INFO : Epoch 1674 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 2261 ms [2021-11-24 10:19:59 main:574] : INFO : Epoch 1675 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 2310.53 ms [2021-11-24 10:20:01 main:574] : INFO : Epoch 1676 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 2284.27 ms [2021-11-24 10:20:03 main:574] : INFO : Epoch 1677 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 2334.35 ms [2021-11-24 10:20:05 main:574] : INFO : Epoch 1678 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 2292.9 ms [2021-11-24 10:20:08 main:574] : INFO : Epoch 1679 | loss: 0.0311782 | val_loss: 0.0311891 | Time: 2304.83 ms [2021-11-24 10:20:10 main:574] : INFO : Epoch 1680 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 2302.93 ms [2021-11-24 10:20:12 main:574] : INFO : Epoch 1681 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 2264.33 ms [2021-11-24 10:20:15 main:574] : INFO : Epoch 1682 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 2258.83 ms [2021-11-24 10:20:17 main:574] : INFO : Epoch 1683 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 2267.13 ms [2021-11-24 10:20:19 main:574] : INFO : Epoch 1684 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 2288.89 ms [2021-11-24 10:20:21 main:574] : INFO : Epoch 1685 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2285.91 ms [2021-11-24 10:20:24 main:574] : INFO : Epoch 1686 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 2293.33 ms [2021-11-24 10:20:26 main:574] : INFO : Epoch 1687 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2278.87 ms [2021-11-24 10:20:28 main:574] : INFO : Epoch 1688 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 2295.57 ms [2021-11-24 10:20:31 main:574] : INFO : Epoch 1689 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 2288.34 ms [2021-11-24 10:20:33 main:574] : INFO : Epoch 1690 | loss: 0.031175 | val_loss: 0.0311805 | Time: 2287.39 ms [2021-11-24 10:20:35 main:574] : INFO : Epoch 1691 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 2261.03 ms [2021-11-24 10:20:37 main:574] : INFO : Epoch 1692 | loss: 0.0311729 | val_loss: 0.0311783 | Time: 2287.42 ms [2021-11-24 10:20:40 main:574] : INFO : Epoch 1693 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 2294.66 ms [2021-11-24 10:20:42 main:574] : INFO : Epoch 1694 | loss: 0.031174 | val_loss: 0.031182 | Time: 2287.1 ms [2021-11-24 10:20:44 main:574] : INFO : Epoch 1695 | loss: 0.031175 | val_loss: 0.0311792 | Time: 2289.02 ms [2021-11-24 10:20:47 main:574] : INFO : Epoch 1696 | loss: 0.031173 | val_loss: 0.0311778 | Time: 2257.6 ms [2021-11-24 10:20:49 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 2279.88 ms [2021-11-24 10:20:51 main:574] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 2249.33 ms [2021-11-24 10:20:53 main:574] : INFO : Epoch 1699 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 2283.78 ms [2021-11-24 10:20:56 main:574] : INFO : Epoch 1700 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 2262.1 ms [2021-11-24 10:20:58 main:574] : INFO : Epoch 1701 | loss: 0.0311733 | val_loss: 0.0311811 | Time: 2302.87 ms [2021-11-24 10:21:00 main:574] : INFO : Epoch 1702 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 2280.88 ms [2021-11-24 10:21:03 main:574] : INFO : Epoch 1703 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 2289.8 ms [2021-11-24 10:21:05 main:574] : INFO : Epoch 1704 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 2250.39 ms [2021-11-24 10:21:07 main:574] : INFO : Epoch 1705 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 2278.3 ms [2021-11-24 10:21:09 main:574] : INFO : Epoch 1706 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 2331.15 ms [2021-11-24 10:21:12 main:574] : INFO : Epoch 1707 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2292.26 ms [2021-11-24 10:21:14 main:574] : INFO : Epoch 1708 | loss: 0.031171 | val_loss: 0.0311778 | Time: 2276.32 ms [2021-11-24 10:21:16 main:574] : INFO : Epoch 1709 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 2284.81 ms [2021-11-24 10:21:19 main:574] : INFO : Epoch 1710 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 2290.64 ms [2021-11-24 10:21:21 main:574] : INFO : Epoch 1711 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 2264.68 ms [2021-11-24 10:21:23 main:574] : INFO : Epoch 1712 | loss: 0.0311726 | val_loss: 0.031178 | Time: 2293.59 ms [2021-11-24 10:21:25 main:574] : INFO : Epoch 1713 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 2290.3 ms [2021-11-24 10:21:28 main:574] : INFO : Epoch 1714 | loss: 0.0311713 | val_loss: 0.031182 | Time: 2287.66 ms [2021-11-24 10:21:30 main:574] : INFO : Epoch 1715 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 2336.8 ms [2021-11-24 10:21:32 main:574] : INFO : Epoch 1716 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 2265.42 ms [2021-11-24 10:21:35 main:574] : INFO : Epoch 1717 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 2273.21 ms [2021-11-24 10:21:37 main:574] : INFO : Epoch 1718 | loss: 0.031172 | val_loss: 0.0311793 | Time: 2267.68 ms [2021-11-24 10:21:39 main:574] : INFO : Epoch 1719 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 2243.71 ms [2021-11-24 10:21:41 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.0311791 | Time: 2310.85 ms [2021-11-24 10:21:44 main:574] : INFO : Epoch 1721 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 2303.09 ms [2021-11-24 10:21:46 main:574] : INFO : Epoch 1722 | loss: 0.0311705 | val_loss: 0.0311802 | Time: 2287.02 ms [2021-11-24 10:21:48 main:574] : INFO : Epoch 1723 | loss: 0.0311701 | val_loss: 0.0311809 | Time: 2269.11 ms [2021-11-24 10:21:51 main:574] : INFO : Epoch 1724 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 2315.13 ms [2021-11-24 10:21:53 main:574] : INFO : Epoch 1725 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2255.59 ms [2021-11-24 10:21:55 main:574] : INFO : Epoch 1726 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 2280.4 ms [2021-11-24 10:21:57 main:574] : INFO : Epoch 1727 | loss: 0.031171 | val_loss: 0.0311796 | Time: 2265.18 ms [2021-11-24 10:22:00 main:574] : INFO : Epoch 1728 | loss: 0.031171 | val_loss: 0.0311785 | Time: 2281.5 ms [2021-11-24 10:22:02 main:574] : INFO : Epoch 1729 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2302.84 ms [2021-11-24 10:22:04 main:574] : INFO : Epoch 1730 | loss: 0.0311686 | val_loss: 0.031178 | Time: 2312.56 ms [2021-11-24 10:22:07 main:574] : INFO : Epoch 1731 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 2302.19 ms [2021-11-24 10:22:09 main:574] : INFO : Epoch 1732 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 2276.92 ms [2021-11-24 10:22:11 main:574] : INFO : Epoch 1733 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 2315.33 ms [2021-11-24 10:22:14 main:574] : INFO : Epoch 1734 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 2277.66 ms [2021-11-24 10:22:16 main:574] : INFO : Epoch 1735 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 2281.93 ms [2021-11-24 10:22:18 main:574] : INFO : Epoch 1736 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 2293.71 ms [2021-11-24 10:22:20 main:574] : INFO : Epoch 1737 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 2263.73 ms [2021-11-24 10:22:23 main:574] : INFO : Epoch 1738 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 2319.21 ms [2021-11-24 10:22:25 main:574] : INFO : Epoch 1739 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 2289.69 ms [2021-11-24 10:22:27 main:574] : INFO : Epoch 1740 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 2279.24 ms [2021-11-24 10:22:30 main:574] : INFO : Epoch 1741 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 2288.52 ms [2021-11-24 10:22:32 main:574] : INFO : Epoch 1742 | loss: 0.0311683 | val_loss: 0.0311846 | Time: 2267.56 ms [2021-11-24 10:22:34 main:574] : INFO : Epoch 1743 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 2274.77 ms [2021-11-24 10:22:36 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 2301.53 ms [2021-11-24 10:22:39 main:574] : INFO : Epoch 1745 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 2290.09 ms [2021-11-24 10:22:41 main:574] : INFO : Epoch 1746 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 2279.89 ms [2021-11-24 10:22:43 main:574] : INFO : Epoch 1747 | loss: 0.0311685 | val_loss: 0.0311799 | Time: 2288.53 ms [2021-11-24 10:22:46 main:574] : INFO : Epoch 1748 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 2295.75 ms [2021-11-24 10:22:48 main:574] : INFO : Epoch 1749 | loss: 0.0311686 | val_loss: 0.0311801 | Time: 2284.68 ms [2021-11-24 10:22:50 main:574] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.031179 | Time: 2285.03 ms [2021-11-24 10:22:52 main:574] : INFO : Epoch 1751 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 2250.01 ms [2021-11-24 10:22:55 main:574] : INFO : Epoch 1752 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 2283.6 ms [2021-11-24 10:22:57 main:574] : INFO : Epoch 1753 | loss: 0.0311676 | val_loss: 0.0311816 | Time: 2276.39 ms [2021-11-24 10:22:59 main:574] : INFO : Epoch 1754 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 2252.12 ms [2021-11-24 10:23:02 main:574] : INFO : Epoch 1755 | loss: 0.0311691 | val_loss: 0.03118 | Time: 2290.47 ms [2021-11-24 10:23:04 main:574] : INFO : Epoch 1756 | loss: 0.0311677 | val_loss: 0.0311805 | Time: 2270.24 ms [2021-11-24 10:23:06 main:574] : INFO : Epoch 1757 | loss: 0.0311686 | val_loss: 0.0311794 | Time: 2281.43 ms [2021-11-24 10:23:08 main:574] : INFO : Epoch 1758 | loss: 0.031167 | val_loss: 0.0311801 | Time: 2261.21 ms [2021-11-24 10:23:11 main:574] : INFO : Epoch 1759 | loss: 0.0311694 | val_loss: 0.0311844 | Time: 2278.2 ms [2021-11-24 10:23:13 main:574] : INFO : Epoch 1760 | loss: 0.0311715 | val_loss: 0.0311794 | Time: 2256.03 ms [2021-11-24 10:23:15 main:574] : INFO : Epoch 1761 | loss: 0.0311684 | val_loss: 0.031183 | Time: 2271.21 ms [2021-11-24 10:23:18 main:574] : INFO : Epoch 1762 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 2284.69 ms [2021-11-24 10:23:20 main:574] : INFO : Epoch 1763 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 2254.13 ms [2021-11-24 10:23:22 main:574] : INFO : Epoch 1764 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2295.47 ms [2021-11-24 10:23:24 main:574] : INFO : Epoch 1765 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 2270.78 ms [2021-11-24 10:23:27 main:574] : INFO : Epoch 1766 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 2280.92 ms [2021-11-24 10:23:29 main:574] : INFO : Epoch 1767 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 2266.72 ms [2021-11-24 10:23:31 main:574] : INFO : Epoch 1768 | loss: 0.0311701 | val_loss: 0.0311811 | Time: 2279.15 ms [2021-11-24 10:23:33 main:574] : INFO : Epoch 1769 | loss: 0.031169 | val_loss: 0.0311775 | Time: 2291.54 ms [2021-11-24 10:23:36 main:574] : INFO : Epoch 1770 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 2267.26 ms [2021-11-24 10:23:38 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2323.77 ms [2021-11-24 10:23:40 main:574] : INFO : Epoch 1772 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 2292.13 ms [2021-11-24 10:23:43 main:574] : INFO : Epoch 1773 | loss: 0.031167 | val_loss: 0.0311795 | Time: 2313.97 ms [2021-11-24 10:23:45 main:574] : INFO : Epoch 1774 | loss: 0.0311671 | val_loss: 0.031177 | Time: 2305.31 ms [2021-11-24 10:23:47 main:574] : INFO : Epoch 1775 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 2300.15 ms [2021-11-24 10:23:50 main:574] : INFO : Epoch 1776 | loss: 0.031165 | val_loss: 0.0311787 | Time: 2284.8 ms [2021-11-24 10:23:52 main:574] : INFO : Epoch 1777 | loss: 0.0311653 | val_loss: 0.0311787 | Time: 2269.98 ms [2021-11-24 10:23:54 main:574] : INFO : Epoch 1778 | loss: 0.0311658 | val_loss: 0.0311791 | Time: 2286 ms [2021-11-24 10:23:56 main:574] : INFO : Epoch 1779 | loss: 0.031169 | val_loss: 0.0311794 | Time: 2288.38 ms [2021-11-24 10:23:59 main:574] : INFO : Epoch 1780 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 2298.79 ms [2021-11-24 10:24:01 main:574] : INFO : Epoch 1781 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 2303.75 ms [2021-11-24 10:24:03 main:574] : INFO : Epoch 1782 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 2291.15 ms [2021-11-24 10:24:06 main:574] : INFO : Epoch 1783 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 2326.46 ms [2021-11-24 10:24:08 main:574] : INFO : Epoch 1784 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2271.85 ms [2021-11-24 10:24:10 main:574] : INFO : Epoch 1785 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 2294.12 ms [2021-11-24 10:24:13 main:574] : INFO : Epoch 1786 | loss: 0.0311662 | val_loss: 0.031179 | Time: 2272.79 ms [2021-11-24 10:24:15 main:574] : INFO : Epoch 1787 | loss: 0.0311686 | val_loss: 0.0311823 | Time: 2294.26 ms [2021-11-24 10:24:17 main:574] : INFO : Epoch 1788 | loss: 0.0311705 | val_loss: 0.0311886 | Time: 2314.46 ms [2021-11-24 10:24:19 main:574] : INFO : Epoch 1789 | loss: 0.0311666 | val_loss: 0.0311819 | Time: 2291.6 ms [2021-11-24 10:24:22 main:574] : INFO : Epoch 1790 | loss: 0.031165 | val_loss: 0.0311787 | Time: 2324.46 ms [2021-11-24 10:24:24 main:574] : INFO : Epoch 1791 | loss: 0.031165 | val_loss: 0.0311794 | Time: 2264.86 ms [2021-11-24 10:24:26 main:574] : INFO : Epoch 1792 | loss: 0.0311651 | val_loss: 0.0311795 | Time: 2296.78 ms [2021-11-24 10:24:29 main:574] : INFO : Epoch 1793 | loss: 0.0311656 | val_loss: 0.0311791 | Time: 2287.21 ms [2021-11-24 10:24:31 main:574] : INFO : Epoch 1794 | loss: 0.0311646 | val_loss: 0.0311827 | Time: 2286.55 ms [2021-11-24 10:24:33 main:574] : INFO : Epoch 1795 | loss: 0.031164 | val_loss: 0.0311815 | Time: 2279.92 ms [2021-11-24 10:24:35 main:574] : INFO : Epoch 1796 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 2284.11 ms [2021-11-24 10:24:38 main:574] : INFO : Epoch 1797 | loss: 0.0311662 | val_loss: 0.0311803 | Time: 2248.88 ms [2021-11-24 10:24:40 main:574] : INFO : Epoch 1798 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 2272.61 ms [2021-11-24 10:24:42 main:574] : INFO : Epoch 1799 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 2277.41 ms [2021-11-24 10:24:45 main:574] : INFO : Epoch 1800 | loss: 0.031172 | val_loss: 0.0311822 | Time: 2290.23 ms [2021-11-24 10:24:47 main:574] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 2254.77 ms [2021-11-24 10:24:49 main:574] : INFO : Epoch 1802 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 2260.57 ms [2021-11-24 10:24:51 main:574] : INFO : Epoch 1803 | loss: 0.0311708 | val_loss: 0.03118 | Time: 2268.47 ms [2021-11-24 10:24:54 main:574] : INFO : Epoch 1804 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 2254.41 ms [2021-11-24 10:24:56 main:574] : INFO : Epoch 1805 | loss: 0.0311675 | val_loss: 0.0311866 | Time: 2258.37 ms [2021-11-24 10:24:58 main:574] : INFO : Epoch 1806 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 2255 ms [2021-11-24 10:25:00 main:574] : INFO : Epoch 1807 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 2302.79 ms [2021-11-24 10:25:03 main:574] : INFO : Epoch 1808 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 2260.01 ms [2021-11-24 10:25:05 main:574] : INFO : Epoch 1809 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 2272.72 ms [2021-11-24 10:25:07 main:574] : INFO : Epoch 1810 | loss: 0.0311658 | val_loss: 0.0311782 | Time: 2267.4 ms [2021-11-24 10:25:10 main:574] : INFO : Epoch 1811 | loss: 0.0311652 | val_loss: 0.0311797 | Time: 2319.13 ms [2021-11-24 10:25:12 main:574] : INFO : Epoch 1812 | loss: 0.0311685 | val_loss: 0.0311814 | Time: 2244.29 ms [2021-11-24 10:25:14 main:574] : INFO : Epoch 1813 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 2268.55 ms [2021-11-24 10:25:16 main:574] : INFO : Epoch 1814 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 2220.22 ms [2021-11-24 10:25:19 main:574] : INFO : Epoch 1815 | loss: 0.0311659 | val_loss: 0.0311782 | Time: 2262.71 ms [2021-11-24 10:25:21 main:574] : INFO : Epoch 1816 | loss: 0.0311646 | val_loss: 0.0311847 | Time: 2313.16 ms [2021-11-24 10:25:23 main:574] : INFO : Epoch 1817 | loss: 0.0311675 | val_loss: 0.0311791 | Time: 2281.24 ms [2021-11-24 10:25:26 main:574] : INFO : Epoch 1818 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 2312.93 ms [2021-11-24 10:25:28 main:574] : INFO : Epoch 1819 | loss: 0.0311624 | val_loss: 0.0311794 | Time: 2305.32 ms [2021-11-24 10:25:30 main:574] : INFO : Epoch 1820 | loss: 0.0311632 | val_loss: 0.0311793 | Time: 2252.79 ms [2021-11-24 10:25:32 main:574] : INFO : Epoch 1821 | loss: 0.0311629 | val_loss: 0.0311807 | Time: 2297.22 ms [2021-11-24 10:25:35 main:574] : INFO : Epoch 1822 | loss: 0.0311642 | val_loss: 0.0311859 | Time: 2283.38 ms [2021-11-24 10:25:37 main:574] : INFO : Epoch 1823 | loss: 0.0311653 | val_loss: 0.0311784 | Time: 2328.29 ms [2021-11-24 10:25:39 main:574] : INFO : Epoch 1824 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 2270.53 ms [2021-11-24 10:25:42 main:574] : INFO : Epoch 1825 | loss: 0.0311629 | val_loss: 0.0311766 | Time: 2301.1 ms [2021-11-24 10:25:44 main:574] : INFO : Epoch 1826 | loss: 0.0311663 | val_loss: 0.0311795 | Time: 2329.3 ms [2021-11-24 10:25:46 main:574] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311809 | Time: 2275.82 ms [2021-11-24 10:25:48 main:574] : INFO : Epoch 1828 | loss: 0.0311626 | val_loss: 0.0311795 | Time: 2295.25 ms [2021-11-24 10:25:51 main:574] : INFO : Epoch 1829 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 2299.99 ms [2021-11-24 10:25:53 main:574] : INFO : Epoch 1830 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 2259.18 ms [2021-11-24 10:25:55 main:574] : INFO : Epoch 1831 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2311.18 ms [2021-11-24 10:25:58 main:574] : INFO : Epoch 1832 | loss: 0.0311638 | val_loss: 0.0311802 | Time: 2296.87 ms [2021-11-24 10:26:00 main:574] : INFO : Epoch 1833 | loss: 0.0311613 | val_loss: 0.0311794 | Time: 2294.07 ms [2021-11-24 10:26:02 main:574] : INFO : Epoch 1834 | loss: 0.0311603 | val_loss: 0.0311787 | Time: 2262.19 ms [2021-11-24 10:26:05 main:574] : INFO : Epoch 1835 | loss: 0.0311633 | val_loss: 0.0311818 | Time: 2293.56 ms [2021-11-24 10:26:07 main:574] : INFO : Epoch 1836 | loss: 0.0311628 | val_loss: 0.0311817 | Time: 2264.42 ms [2021-11-24 10:26:09 main:574] : INFO : Epoch 1837 | loss: 0.0311657 | val_loss: 0.0311825 | Time: 2252.15 ms [2021-11-24 10:26:11 main:574] : INFO : Epoch 1838 | loss: 0.0311618 | val_loss: 0.0311821 | Time: 2249.97 ms [2021-11-24 10:26:14 main:574] : INFO : Epoch 1839 | loss: 0.0311617 | val_loss: 0.0311856 | Time: 2284.58 ms [2021-11-24 10:26:16 main:574] : INFO : Epoch 1840 | loss: 0.0311639 | val_loss: 0.031179 | Time: 2242.32 ms [2021-11-24 10:26:18 main:574] : INFO : Epoch 1841 | loss: 0.0311613 | val_loss: 0.0311804 | Time: 2271.85 ms [2021-11-24 10:26:20 main:574] : INFO : Epoch 1842 | loss: 0.0311607 | val_loss: 0.0311849 | Time: 2303.59 ms [2021-11-24 10:26:23 main:574] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.0311804 | Time: 2253.5 ms [2021-11-24 10:26:25 main:574] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.0311805 | Time: 2251.15 ms [2021-11-24 10:26:27 main:574] : INFO : Epoch 1845 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 2289.68 ms [2021-11-24 10:26:30 main:574] : INFO : Epoch 1846 | loss: 0.0311604 | val_loss: 0.0311809 | Time: 2297.27 ms [2021-11-24 10:26:32 main:574] : INFO : Epoch 1847 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 2246.45 ms [2021-11-24 10:26:34 main:574] : INFO : Epoch 1848 | loss: 0.0311608 | val_loss: 0.0311803 | Time: 2270.78 ms [2021-11-24 10:26:36 main:574] : INFO : Epoch 1849 | loss: 0.0311609 | val_loss: 0.0311792 | Time: 2250.89 ms [2021-11-24 10:26:39 main:574] : INFO : Epoch 1850 | loss: 0.0311607 | val_loss: 0.0311797 | Time: 2248.01 ms [2021-11-24 10:26:41 main:574] : INFO : Epoch 1851 | loss: 0.0311595 | val_loss: 0.0311781 | Time: 2309.82 ms [2021-11-24 10:26:43 main:574] : INFO : Epoch 1852 | loss: 0.031164 | val_loss: 0.0311812 | Time: 2274.63 ms [2021-11-24 10:26:45 main:574] : INFO : Epoch 1853 | loss: 0.0311622 | val_loss: 0.0311809 | Time: 2304.88 ms [2021-11-24 10:26:48 main:574] : INFO : Epoch 1854 | loss: 0.0311758 | val_loss: 0.0311963 | Time: 2242.44 ms [2021-11-24 10:26:50 main:574] : INFO : Epoch 1855 | loss: nan | val_loss: nan | Time: 2282.28 ms [2021-11-24 10:26:52 main:574] : INFO : Epoch 1856 | loss: nan | val_loss: nan | Time: 2283.41 ms [2021-11-24 10:26:55 main:574] : INFO : Epoch 1857 | loss: nan | val_loss: nan | Time: 2310.95 ms [2021-11-24 10:26:57 main:574] : INFO : Epoch 1858 | loss: nan | val_loss: nan | Time: 2286.31 ms [2021-11-24 10:26:59 main:574] : INFO : Epoch 1859 | loss: nan | val_loss: nan | Time: 2280.28 ms [2021-11-24 10:27:02 main:574] : INFO : Epoch 1860 | loss: nan | val_loss: nan | Time: 2382.07 ms [2021-11-24 10:27:04 main:574] : INFO : Epoch 1861 | loss: nan | val_loss: nan | Time: 2377.43 ms [2021-11-24 10:27:06 main:574] : INFO : Epoch 1862 | loss: nan | val_loss: nan | Time: 2273.35 ms [2021-11-24 10:27:08 main:574] : INFO : Epoch 1863 | loss: nan | val_loss: nan | Time: 2258.21 ms [2021-11-24 10:27:11 main:574] : INFO : Epoch 1864 | loss: nan | val_loss: nan | Time: 2280.31 ms [2021-11-24 10:27:13 main:574] : INFO : Epoch 1865 | loss: nan | val_loss: nan | Time: 2293.22 ms [2021-11-24 10:27:15 main:574] : INFO : Epoch 1866 | loss: nan | val_loss: nan | Time: 2303.73 ms [2021-11-24 10:27:18 main:574] : INFO : Epoch 1867 | loss: nan | val_loss: nan | Time: 2270.55 ms [2021-11-24 10:27:20 main:574] : INFO : Epoch 1868 | loss: nan | val_loss: nan | Time: 2278.89 ms [2021-11-24 10:27:22 main:574] : INFO : Epoch 1869 | loss: nan | val_loss: nan | Time: 2292.1 ms [2021-11-24 10:27:25 main:574] : INFO : Epoch 1870 | loss: nan | val_loss: nan | Time: 2274.04 ms [2021-11-24 10:27:27 main:574] : INFO : Epoch 1871 | loss: nan | val_loss: nan | Time: 2276.62 ms [2021-11-24 10:27:29 main:574] : INFO : Epoch 1872 | loss: nan | val_loss: nan | Time: 2260.91 ms [2021-11-24 10:27:31 main:574] : INFO : Epoch 1873 | loss: nan | val_loss: nan | Time: 2278.02 ms [2021-11-24 10:27:34 main:574] : INFO : Epoch 1874 | loss: nan | val_loss: nan | Time: 2295.18 ms [2021-11-24 10:27:36 main:574] : INFO : Epoch 1875 | loss: nan | val_loss: nan | Time: 2267.09 ms [2021-11-24 10:27:38 main:574] : INFO : Epoch 1876 | loss: nan | val_loss: nan | Time: 2289.43 ms [2021-11-24 10:27:40 main:574] : INFO : Epoch 1877 | loss: nan | val_loss: nan | Time: 2281.11 ms [2021-11-24 10:27:43 main:574] : INFO : Epoch 1878 | loss: nan | val_loss: nan | Time: 2287.46 ms [2021-11-24 10:27:45 main:574] : INFO : Epoch 1879 | loss: nan | val_loss: nan | Time: 2251.49 ms [2021-11-24 10:27:47 main:574] : INFO : Epoch 1880 | loss: nan | val_loss: nan | Time: 2299.11 ms [2021-11-24 10:27:50 main:574] : INFO : Epoch 1881 | loss: nan | val_loss: nan | Time: 2271.2 ms [2021-11-24 10:27:52 main:574] : INFO : Epoch 1882 | loss: nan | val_loss: nan | Time: 2272.07 ms [2021-11-24 10:27:54 main:574] : INFO : Epoch 1883 | loss: nan | val_loss: nan | Time: 2285.28 ms [2021-11-24 10:27:56 main:574] : INFO : Epoch 1884 | loss: nan | val_loss: nan | Time: 2304.52 ms [2021-11-24 10:27:59 main:574] : INFO : Epoch 1885 | loss: nan | val_loss: nan | Time: 2325.68 ms [2021-11-24 10:28:01 main:574] : INFO : Epoch 1886 | loss: nan | val_loss: nan | Time: 2266.02 ms [2021-11-24 10:28:03 main:574] : INFO : Epoch 1887 | loss: nan | val_loss: nan | Time: 2301.28 ms [2021-11-24 10:28:06 main:574] : INFO : Epoch 1888 | loss: nan | val_loss: nan | Time: 2267.61 ms [2021-11-24 10:28:08 main:574] : INFO : Epoch 1889 | loss: nan | val_loss: nan | Time: 2280.14 ms [2021-11-24 10:28:10 main:574] : INFO : Epoch 1890 | loss: nan | val_loss: nan | Time: 2306.53 ms [2021-11-24 10:28:13 main:574] : INFO : Epoch 1891 | loss: nan | val_loss: nan | Time: 2306.49 ms [2021-11-24 10:28:15 main:574] : INFO : Epoch 1892 | loss: nan | val_loss: nan | Time: 2273.79 ms [2021-11-24 10:28:17 main:574] : INFO : Epoch 1893 | loss: nan | val_loss: nan | Time: 2299.96 ms [2021-11-24 10:28:19 main:574] : INFO : Epoch 1894 | loss: nan | val_loss: nan | Time: 2311.46 ms [2021-11-24 10:28:22 main:574] : INFO : Epoch 1895 | loss: nan | val_loss: nan | Time: 2249.97 ms [2021-11-24 10:28:24 main:574] : INFO : Epoch 1896 | loss: nan | val_loss: nan | Time: 2244.76 ms [2021-11-24 10:28:26 main:574] : INFO : Epoch 1897 | loss: nan | val_loss: nan | Time: 2268.57 ms [2021-11-24 10:28:28 main:574] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 2262.41 ms [2021-11-24 10:28:31 main:574] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 2308.12 ms [2021-11-24 10:28:33 main:574] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 2334.27 ms [2021-11-24 10:28:35 main:574] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 2324.95 ms [2021-11-24 10:28:38 main:574] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 2340.79 ms [2021-11-24 10:28:40 main:574] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 2290.37 ms [2021-11-24 10:28:42 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 2266.53 ms [2021-11-24 10:28:45 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 2313.94 ms [2021-11-24 10:28:47 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 2294.5 ms [2021-11-24 10:28:49 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 2281.64 ms [2021-11-24 10:28:52 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 2300.41 ms [2021-11-24 10:28:54 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 2299.86 ms [2021-11-24 10:28:56 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 2338.16 ms [2021-11-24 10:28:59 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 2293.75 ms [2021-11-24 10:29:01 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 2279.07 ms [2021-11-24 10:29:03 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 2293.71 ms [2021-11-24 10:29:05 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 2269.4 ms [2021-11-24 10:29:08 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 2269.58 ms [2021-11-24 10:29:10 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 2250.06 ms [2021-11-24 10:29:12 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 2303.06 ms [2021-11-24 10:29:14 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 2280.31 ms [2021-11-24 10:29:17 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 2290.42 ms [2021-11-24 10:29:19 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 2252.5 ms [2021-11-24 10:29:21 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 2263.28 ms [2021-11-24 10:29:24 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 2272.62 ms [2021-11-24 10:29:26 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 2322.03 ms [2021-11-24 10:29:28 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 2249.25 ms [2021-11-24 10:29:30 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 2283.23 ms [2021-11-24 10:29:33 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 2292.31 ms [2021-11-24 10:29:35 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 2300.92 ms [2021-11-24 10:29:37 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 2266.37 ms [2021-11-24 10:29:40 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 2273.06 ms [2021-11-24 10:29:42 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 2295.03 ms [2021-11-24 10:29:44 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 2248.31 ms [2021-11-24 10:29:46 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 2286.8 ms [2021-11-24 10:29:49 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 2293.88 ms [2021-11-24 10:29:51 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 2281.51 ms [2021-11-24 10:29:53 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 2259.03 ms [2021-11-24 10:29:56 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 2298.7 ms [2021-11-24 10:29:58 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 2269.87 ms [2021-11-24 10:30:00 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 2304.78 ms [2021-11-24 10:30:02 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 2280.13 ms [2021-11-24 10:30:05 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 2251.75 ms [2021-11-24 10:30:07 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 2269.62 ms [2021-11-24 10:30:09 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 2303.66 ms [2021-11-24 10:30:12 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 2285.32 ms [2021-11-24 10:30:14 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 2284.29 ms [2021-11-24 10:30:16 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 2309.17 ms [2021-11-24 10:30:18 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 2273.24 ms [2021-11-24 10:30:21 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 2309.84 ms [2021-11-24 10:30:23 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 2285.78 ms [2021-11-24 10:30:25 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 2250.01 ms [2021-11-24 10:30:28 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 2292.04 ms [2021-11-24 10:30:30 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 2291.72 ms [2021-11-24 10:30:32 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 2274.48 ms [2021-11-24 10:30:34 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 2271.11 ms [2021-11-24 10:30:37 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 2250.91 ms [2021-11-24 10:30:39 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 2282.78 ms [2021-11-24 10:30:41 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 2287.57 ms [2021-11-24 10:30:44 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 2277.8 ms [2021-11-24 10:30:46 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 2274.67 ms [2021-11-24 10:30:48 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 2300.47 ms [2021-11-24 10:30:50 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 2270.66 ms [2021-11-24 10:30:53 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 2305.95 ms [2021-11-24 10:30:55 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 2284.67 ms [2021-11-24 10:30:57 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 2303.1 ms [2021-11-24 10:31:00 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 2274.51 ms [2021-11-24 10:31:02 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 2264.65 ms [2021-11-24 10:31:04 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 2239.41 ms [2021-11-24 10:31:06 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 2292.54 ms [2021-11-24 10:31:09 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 2308.95 ms [2021-11-24 10:31:11 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 2255.97 ms [2021-11-24 10:31:13 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 2266.71 ms [2021-11-24 10:31:16 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 2264.34 ms [2021-11-24 10:31:18 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 2277.29 ms [2021-11-24 10:31:20 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 2295.58 ms [2021-11-24 10:31:22 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 2282.23 ms [2021-11-24 10:31:25 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 2268.6 ms [2021-11-24 10:31:27 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 2283.92 ms [2021-11-24 10:31:29 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 2298.43 ms [2021-11-24 10:31:32 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 2306.94 ms [2021-11-24 10:31:34 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 2326.42 ms [2021-11-24 10:31:36 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 2269.98 ms [2021-11-24 10:31:38 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 2294.9 ms [2021-11-24 10:31:41 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 2339.36 ms [2021-11-24 10:31:43 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 2297.87 ms [2021-11-24 10:31:45 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 2250.46 ms [2021-11-24 10:31:48 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 2284.13 ms [2021-11-24 10:31:50 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 2302.84 ms [2021-11-24 10:31:52 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 2283.66 ms [2021-11-24 10:31:55 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 2296.34 ms [2021-11-24 10:31:57 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 2285.88 ms [2021-11-24 10:31:59 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 2286.27 ms [2021-11-24 10:32:01 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 2285.72 ms [2021-11-24 10:32:04 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 2277.76 ms [2021-11-24 10:32:06 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 2284.3 ms [2021-11-24 10:32:08 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 2295.24 ms [2021-11-24 10:32:11 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 2282.28 ms [2021-11-24 10:32:13 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 2289.46 ms [2021-11-24 10:32:15 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 2322.22 ms [2021-11-24 10:32:17 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 2277.22 ms [2021-11-24 10:32:20 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 2318.9 ms [2021-11-24 10:32:22 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 2278.44 ms [2021-11-24 10:32:24 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 2276.77 ms [2021-11-24 10:32:27 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 2287.66 ms [2021-11-24 10:32:29 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 2322.21 ms [2021-11-24 10:32:31 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 2299.47 ms [2021-11-24 10:32:34 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 2301.27 ms [2021-11-24 10:32:36 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 2255.94 ms [2021-11-24 10:32:38 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 2250.91 ms [2021-11-24 10:32:40 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 2324.13 ms [2021-11-24 10:32:43 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 2262.76 ms [2021-11-24 10:32:45 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 2298.72 ms [2021-11-24 10:32:47 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 2304.63 ms [2021-11-24 10:32:50 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 2257.09 ms [2021-11-24 10:32:52 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 2309.31 ms [2021-11-24 10:32:54 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 2285.49 ms [2021-11-24 10:32:56 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 2276.04 ms [2021-11-24 10:32:59 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 2299.71 ms [2021-11-24 10:33:01 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 2308.06 ms [2021-11-24 10:33:03 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 2296.54 ms [2021-11-24 10:33:06 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2300.99 ms [2021-11-24 10:33:08 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2244.72 ms [2021-11-24 10:33:10 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2319.72 ms [2021-11-24 10:33:12 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2263.8 ms [2021-11-24 10:33:15 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2304.93 ms [2021-11-24 10:33:17 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2249.71 ms [2021-11-24 10:33:19 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2275.07 ms [2021-11-24 10:33:22 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2293.17 ms [2021-11-24 10:33:24 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2276.69 ms [2021-11-24 10:33:26 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2263.8 ms [2021-11-24 10:33:28 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2299.43 ms [2021-11-24 10:33:31 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2260.46 ms [2021-11-24 10:33:33 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2307.95 ms [2021-11-24 10:33:35 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2278.21 ms [2021-11-24 10:33:38 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2258.23 ms [2021-11-24 10:33:40 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2327.55 ms [2021-11-24 10:33:42 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2298.63 ms [2021-11-24 10:33:45 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2296.79 ms [2021-11-24 10:33:47 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2245.09 ms [2021-11-24 10:33:49 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2284.09 ms [2021-11-24 10:33:51 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2327.48 ms [2021-11-24 10:33:54 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2275.9 ms [2021-11-24 10:33:56 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2265.05 ms [2021-11-24 10:33:58 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2284.36 ms [2021-11-24 10:34:01 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2304.15 ms [2021-11-24 10:34:03 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2282.92 ms [2021-11-24 10:34:05 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2278.15 ms [2021-11-24 10:34:07 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2279.16 ms [2021-11-24 10:34:10 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2304.77 ms [2021-11-24 10:34:12 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2339.77 ms [2021-11-24 10:34:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-11-24 10:34:12 main:603] : INFO : Saving end state to config to file [2021-11-24 10:34:12 main:608] : INFO : Success, exiting.. 10:34:12 (10880): 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)