Task 14624270
| Name | ParityModified-1647045019-15635-2-0_1 |
| Workunit | 11574693 |
| Created | 18 Apr 2022, 22:13:33 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 14:32:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 20 min 51 sec |
| CPU time | 1 hours 20 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 731 | Time: 2467.05 ms [2022-04-19 15:11:21 main:581] : INFO : Epoch 1538 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 2522.71 ms [2022-04-19 15:11:23 main:581] : INFO : Epoch 1539 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 2198.8 ms [2022-04-19 15:11:26 main:581] : INFO : Epoch 1540 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 2417.53 ms [2022-04-19 15:11:28 main:581] : INFO : Epoch 1541 | loss: 0.0311654 | val_loss: 0.031182 | Time: 2324.6 ms [2022-04-19 15:11:30 main:581] : INFO : Epoch 1542 | loss: 0.0311707 | val_loss: 0.0311699 | Time: 2485 ms [2022-04-19 15:11:33 main:581] : INFO : Epoch 1543 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 2365.17 ms [2022-04-19 15:11:35 main:581] : INFO : Epoch 1544 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 2383.04 ms [2022-04-19 15:11:38 main:581] : INFO : Epoch 1545 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 2419.01 ms [2022-04-19 15:11:40 main:581] : INFO : Epoch 1546 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 2594.9 ms [2022-04-19 15:11:42 main:581] : INFO : Epoch 1547 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 2246.12 ms [2022-04-19 15:11:45 main:581] : INFO : Epoch 1548 | loss: 0.0311648 | val_loss: 0.0311724 | Time: 2235.56 ms [2022-04-19 15:11:47 main:581] : INFO : Epoch 1549 | loss: 0.031163 | val_loss: 0.0311697 | Time: 2486.41 ms [2022-04-19 15:11:50 main:581] : INFO : Epoch 1550 | loss: 0.0311634 | val_loss: 0.0311735 | Time: 2600.77 ms [2022-04-19 15:11:52 main:581] : INFO : Epoch 1551 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 2203.18 ms [2022-04-19 15:11:54 main:581] : INFO : Epoch 1552 | loss: 0.031163 | val_loss: 0.031171 | Time: 2394.23 ms [2022-04-19 15:11:57 main:581] : INFO : Epoch 1553 | loss: 0.0311633 | val_loss: 0.031171 | Time: 2272.88 ms [2022-04-19 15:11:59 main:581] : INFO : Epoch 1554 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 2615.43 ms [2022-04-19 15:12:02 main:581] : INFO : Epoch 1555 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 2385.5 ms [2022-04-19 15:12:04 main:581] : INFO : Epoch 1556 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 2447.63 ms [2022-04-19 15:12:07 main:581] : INFO : Epoch 1557 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 2413.45 ms [2022-04-19 15:12:09 main:581] : INFO : Epoch 1558 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 2808.44 ms [2022-04-19 15:12:12 main:581] : INFO : Epoch 1559 | loss: 0.031163 | val_loss: 0.031174 | Time: 2566.93 ms [2022-04-19 15:12:14 main:581] : INFO : Epoch 1560 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 2485.83 ms [2022-04-19 15:12:17 main:581] : INFO : Epoch 1561 | loss: 0.0311638 | val_loss: 0.0311762 | Time: 2215.85 ms [2022-04-19 15:12:19 main:581] : INFO : Epoch 1562 | loss: 0.0311664 | val_loss: 0.031184 | Time: 2416.84 ms [2022-04-19 15:12:21 main:581] : INFO : Epoch 1563 | loss: 0.0311635 | val_loss: 0.0311866 | Time: 2426.26 ms [2022-04-19 15:12:24 main:581] : INFO : Epoch 1564 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 2539.92 ms [2022-04-19 15:12:26 main:581] : INFO : Epoch 1565 | loss: 0.0311679 | val_loss: 0.031171 | Time: 2460.4 ms [2022-04-19 15:12:29 main:581] : INFO : Epoch 1566 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 2592.66 ms [2022-04-19 15:12:32 main:581] : INFO : Epoch 1567 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 2459.96 ms [2022-04-19 15:12:34 main:581] : INFO : Epoch 1568 | loss: 0.0311648 | val_loss: 0.0311729 | Time: 2382.65 ms [2022-04-19 15:12:36 main:581] : INFO : Epoch 1569 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 2168.92 ms [2022-04-19 15:12:39 main:581] : INFO : Epoch 1570 | loss: 0.0311629 | val_loss: 0.031174 | Time: 2497.66 ms [2022-04-19 15:12:41 main:581] : INFO : Epoch 1571 | loss: 0.031164 | val_loss: 0.0311737 | Time: 2444.31 ms [2022-04-19 15:12:43 main:581] : INFO : Epoch 1572 | loss: 0.0311624 | val_loss: 0.0311769 | Time: 2375.19 ms [2022-04-19 15:12:46 main:581] : INFO : Epoch 1573 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 2219.46 ms [2022-04-19 15:12:48 main:581] : INFO : Epoch 1574 | loss: 0.0311611 | val_loss: 0.0311774 | Time: 2325.35 ms [2022-04-19 15:12:50 main:581] : INFO : Epoch 1575 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 2506.14 ms [2022-04-19 15:12:53 main:581] : INFO : Epoch 1576 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 2302.35 ms [2022-04-19 15:12:55 main:581] : INFO : Epoch 1577 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2317.05 ms [2022-04-19 15:12:57 main:581] : INFO : Epoch 1578 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 2416.96 ms [2022-04-19 15:13:00 main:581] : INFO : Epoch 1579 | loss: 0.0311626 | val_loss: 0.031175 | Time: 2544.53 ms [2022-04-19 15:13:02 main:581] : INFO : Epoch 1580 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 2366.09 ms [2022-04-19 15:13:05 main:581] : INFO : Epoch 1581 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 2306.81 ms [2022-04-19 15:13:07 main:581] : INFO : Epoch 1582 | loss: 0.0311654 | val_loss: 0.031173 | Time: 2458.28 ms [2022-04-19 15:13:10 main:581] : INFO : Epoch 1583 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 2540.21 ms [2022-04-19 15:13:12 main:581] : INFO : Epoch 1584 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 2482.75 ms [2022-04-19 15:13:14 main:581] : INFO : Epoch 1585 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 2256.3 ms [2022-04-19 15:13:17 main:581] : INFO : Epoch 1586 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 2420.85 ms [2022-04-19 15:13:19 main:581] : INFO : Epoch 1587 | loss: 0.0311623 | val_loss: 0.0311725 | Time: 2432.57 ms [2022-04-19 15:13:22 main:581] : INFO : Epoch 1588 | loss: 0.0311651 | val_loss: 0.0311853 | Time: 2921.81 ms [2022-04-19 15:13:24 main:581] : INFO : Epoch 1589 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2244.37 ms [2022-04-19 15:13:27 main:581] : INFO : Epoch 1590 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 2376.32 ms [2022-04-19 15:13:29 main:581] : INFO : Epoch 1591 | loss: 0.0311617 | val_loss: 0.0311702 | Time: 2211.09 ms [2022-04-19 15:13:32 main:581] : INFO : Epoch 1592 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 2611.1 ms [2022-04-19 15:13:34 main:581] : INFO : Epoch 1593 | loss: 0.0311606 | val_loss: 0.0311718 | Time: 2358.04 ms [2022-04-19 15:13:36 main:581] : INFO : Epoch 1594 | loss: 0.0311601 | val_loss: 0.0311734 | Time: 2424.06 ms [2022-04-19 15:13:39 main:581] : INFO : Epoch 1595 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 2341.78 ms [2022-04-19 15:13:42 main:581] : INFO : Epoch 1596 | loss: 0.0311616 | val_loss: 0.0311797 | Time: 2709.16 ms [2022-04-19 15:13:44 main:581] : INFO : Epoch 1597 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 2648.5 ms [2022-04-19 15:13:46 main:581] : INFO : Epoch 1598 | loss: 0.0311599 | val_loss: 0.031171 | Time: 2185.25 ms [2022-04-19 15:13:49 main:581] : INFO : Epoch 1599 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 2353.54 ms [2022-04-19 15:13:51 main:581] : INFO : Epoch 1600 | loss: 0.0311615 | val_loss: 0.0311801 | Time: 2598.71 ms [2022-04-19 15:13:54 main:581] : INFO : Epoch 1601 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2522.1 ms [2022-04-19 15:13:56 main:581] : INFO : Epoch 1602 | loss: 0.0311627 | val_loss: 0.0311802 | Time: 2395.31 ms [2022-04-19 15:13:59 main:581] : INFO : Epoch 1603 | loss: 0.0311623 | val_loss: 0.031174 | Time: 2382.44 ms [2022-04-19 15:14:01 main:581] : INFO : Epoch 1604 | loss: 0.0311602 | val_loss: 0.0311737 | Time: 2467.17 ms [2022-04-19 15:14:04 main:581] : INFO : Epoch 1605 | loss: 0.0311602 | val_loss: 0.0311785 | Time: 2490.45 ms [2022-04-19 15:14:06 main:581] : INFO : Epoch 1606 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 2423.68 ms [2022-04-19 15:14:08 main:581] : INFO : Epoch 1607 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 2291.73 ms [2022-04-19 15:14:11 main:581] : INFO : Epoch 1608 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 2433.47 ms [2022-04-19 15:14:13 main:581] : INFO : Epoch 1609 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 2582.4 ms [2022-04-19 15:14:16 main:581] : INFO : Epoch 1610 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 2347.26 ms [2022-04-19 15:14:18 main:581] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 2356.95 ms [2022-04-19 15:14:21 main:581] : INFO : Epoch 1612 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 2516.7 ms [2022-04-19 15:14:23 main:581] : INFO : Epoch 1613 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 2505.96 ms [2022-04-19 15:14:25 main:581] : INFO : Epoch 1614 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 2431.14 ms [2022-04-19 15:14:28 main:581] : INFO : Epoch 1615 | loss: 0.031164 | val_loss: 0.031176 | Time: 2492.58 ms [2022-04-19 15:14:30 main:581] : INFO : Epoch 1616 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 2320.44 ms [2022-04-19 15:14:33 main:581] : INFO : Epoch 1617 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 2515.43 ms [2022-04-19 15:14:35 main:581] : INFO : Epoch 1618 | loss: 0.0311782 | val_loss: 0.031176 | Time: 2303.61 ms [2022-04-19 15:14:37 main:581] : INFO : Epoch 1619 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 2152.19 ms [2022-04-19 15:14:40 main:581] : INFO : Epoch 1620 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 2448.3 ms [2022-04-19 15:14:42 main:581] : INFO : Epoch 1621 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 2654.48 ms [2022-04-19 15:14:45 main:581] : INFO : Epoch 1622 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 2303.34 ms [2022-04-19 15:14:47 main:581] : INFO : Epoch 1623 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 2413.88 ms [2022-04-19 15:14:50 main:581] : INFO : Epoch 1624 | loss: 0.0311652 | val_loss: 0.0311739 | Time: 2478.26 ms [2022-04-19 15:14:52 main:581] : INFO : Epoch 1625 | loss: 0.031165 | val_loss: 0.031173 | Time: 2593.23 ms [2022-04-19 15:14:54 main:581] : INFO : Epoch 1626 | loss: 0.0311656 | val_loss: 0.0311735 | Time: 2366.6 ms [2022-04-19 15:14:57 main:581] : INFO : Epoch 1627 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 2478.34 ms [2022-04-19 15:14:59 main:581] : INFO : Epoch 1628 | loss: 0.0311635 | val_loss: 0.0311737 | Time: 2397.79 ms [2022-04-19 15:15:02 main:581] : INFO : Epoch 1629 | loss: 0.0311612 | val_loss: 0.0311739 | Time: 2896.35 ms [2022-04-19 15:15:05 main:581] : INFO : Epoch 1630 | loss: 0.031161 | val_loss: 0.0311724 | Time: 2455.12 ms [2022-04-19 15:15:07 main:581] : INFO : Epoch 1631 | loss: 0.0311604 | val_loss: 0.031173 | Time: 2380.79 ms [2022-04-19 15:15:09 main:581] : INFO : Epoch 1632 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 2355.25 ms [2022-04-19 15:15:12 main:581] : INFO : Epoch 1633 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 2457.88 ms [2022-04-19 15:15:14 main:581] : INFO : Epoch 1634 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2512.22 ms [2022-04-19 15:15:17 main:581] : INFO : Epoch 1635 | loss: 0.0311603 | val_loss: 0.031171 | Time: 2457.68 ms [2022-04-19 15:15:19 main:581] : INFO : Epoch 1636 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 2454.74 ms [2022-04-19 15:15:22 main:581] : INFO : Epoch 1637 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 2483.36 ms [2022-04-19 15:15:24 main:581] : INFO : Epoch 1638 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 2448.83 ms [2022-04-19 15:15:27 main:581] : INFO : Epoch 1639 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 2331.55 ms [2022-04-19 15:15:29 main:581] : INFO : Epoch 1640 | loss: 0.0311626 | val_loss: 0.03117 | Time: 2215.15 ms [2022-04-19 15:15:31 main:581] : INFO : Epoch 1641 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 2368.87 ms [2022-04-19 15:15:34 main:581] : INFO : Epoch 1642 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 2638.65 ms [2022-04-19 15:15:36 main:581] : INFO : Epoch 1643 | loss: 0.0311617 | val_loss: 0.0311723 | Time: 2348.17 ms [2022-04-19 15:15:38 main:581] : INFO : Epoch 1644 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 2251.8 ms [2022-04-19 15:15:41 main:581] : INFO : Epoch 1645 | loss: 0.031164 | val_loss: 0.0311715 | Time: 2321.81 ms [2022-04-19 15:15:43 main:581] : INFO : Epoch 1646 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2540.04 ms [2022-04-19 15:15:46 main:581] : INFO : Epoch 1647 | loss: 0.0311597 | val_loss: 0.0311733 | Time: 2452.38 ms [2022-04-19 15:15:48 main:581] : INFO : Epoch 1648 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 2314.9 ms [2022-04-19 15:15:50 main:581] : INFO : Epoch 1649 | loss: 0.0311619 | val_loss: 0.0311724 | Time: 2284.12 ms [2022-04-19 15:15:53 main:581] : INFO : Epoch 1650 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 2500.15 ms [2022-04-19 15:15:55 main:581] : INFO : Epoch 1651 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 2462 ms [2022-04-19 15:15:58 main:581] : INFO : Epoch 1652 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 2199.38 ms [2022-04-19 15:16:00 main:581] : INFO : Epoch 1653 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 2450.74 ms [2022-04-19 15:16:02 main:581] : INFO : Epoch 1654 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 2303.57 ms [2022-04-19 15:16:05 main:581] : INFO : Epoch 1655 | loss: 0.0311571 | val_loss: 0.0311669 | Time: 2485.44 ms [2022-04-19 15:16:07 main:581] : INFO : Epoch 1656 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 2212.19 ms [2022-04-19 15:16:09 main:581] : INFO : Epoch 1657 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 2276.62 ms [2022-04-19 15:16:12 main:581] : INFO : Epoch 1658 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 2411.01 ms [2022-04-19 15:16:14 main:581] : INFO : Epoch 1659 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 2782.78 ms [2022-04-19 15:16:17 main:581] : INFO : Epoch 1660 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 2368.54 ms [2022-04-19 15:16:19 main:581] : INFO : Epoch 1661 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 2277.08 ms [2022-04-19 15:16:21 main:581] : INFO : Epoch 1662 | loss: 0.0311574 | val_loss: 0.031169 | Time: 2314.73 ms [2022-04-19 15:16:24 main:581] : INFO : Epoch 1663 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 2451.83 ms [2022-04-19 15:16:26 main:581] : INFO : Epoch 1664 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 2349.88 ms [2022-04-19 15:16:29 main:581] : INFO : Epoch 1665 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 2373.92 ms [2022-04-19 15:16:31 main:581] : INFO : Epoch 1666 | loss: 0.0311622 | val_loss: 0.031169 | Time: 2277.13 ms [2022-04-19 15:16:33 main:581] : INFO : Epoch 1667 | loss: 0.031162 | val_loss: 0.0311694 | Time: 2543.88 ms [2022-04-19 15:16:36 main:581] : INFO : Epoch 1668 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 2559.5 ms [2022-04-19 15:16:38 main:581] : INFO : Epoch 1669 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 2327.19 ms [2022-04-19 15:16:41 main:581] : INFO : Epoch 1670 | loss: 0.031161 | val_loss: 0.0311695 | Time: 2272.76 ms [2022-04-19 15:16:43 main:581] : INFO : Epoch 1671 | loss: 0.0311617 | val_loss: 0.0311751 | Time: 2499.16 ms [2022-04-19 15:16:46 main:581] : INFO : Epoch 1672 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 2547.92 ms [2022-04-19 15:16:48 main:581] : INFO : Epoch 1673 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 2327.93 ms [2022-04-19 15:16:50 main:581] : INFO : Epoch 1674 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 2307.2 ms [2022-04-19 15:16:53 main:581] : INFO : Epoch 1675 | loss: 0.0311614 | val_loss: 0.03117 | Time: 2354.29 ms [2022-04-19 15:16:55 main:581] : INFO : Epoch 1676 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2531.72 ms [2022-04-19 15:16:57 main:581] : INFO : Epoch 1677 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 2358.95 ms [2022-04-19 15:17:00 main:581] : INFO : Epoch 1678 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 2280.54 ms [2022-04-19 15:17:02 main:581] : INFO : Epoch 1679 | loss: 0.0311574 | val_loss: 0.0311709 | Time: 2338.47 ms [2022-04-19 15:17:04 main:581] : INFO : Epoch 1680 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 2381.84 ms [2022-04-19 15:17:07 main:581] : INFO : Epoch 1681 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 2338.6 ms [2022-04-19 15:17:09 main:581] : INFO : Epoch 1682 | loss: 0.0311551 | val_loss: 0.0311732 | Time: 2181.79 ms [2022-04-19 15:17:11 main:581] : INFO : Epoch 1683 | loss: 0.0311542 | val_loss: 0.031172 | Time: 2268.05 ms [2022-04-19 15:17:14 main:581] : INFO : Epoch 1684 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 2321.64 ms [2022-04-19 15:17:16 main:581] : INFO : Epoch 1685 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 2425.71 ms [2022-04-19 15:17:18 main:581] : INFO : Epoch 1686 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 2263.84 ms [2022-04-19 15:17:21 main:581] : INFO : Epoch 1687 | loss: 0.031167 | val_loss: 0.0311742 | Time: 2304.66 ms [2022-04-19 15:17:23 main:581] : INFO : Epoch 1688 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 2267.74 ms [2022-04-19 15:17:25 main:581] : INFO : Epoch 1689 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 2596.46 ms [2022-04-19 15:17:28 main:581] : INFO : Epoch 1690 | loss: 0.031167 | val_loss: 0.0311749 | Time: 2354.85 ms [2022-04-19 15:17:30 main:581] : INFO : Epoch 1691 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 2206.8 ms [2022-04-19 15:17:32 main:581] : INFO : Epoch 1692 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 2462.08 ms [2022-04-19 15:17:35 main:581] : INFO : Epoch 1693 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 2569.02 ms [2022-04-19 15:17:37 main:581] : INFO : Epoch 1694 | loss: 0.0311648 | val_loss: 0.0311739 | Time: 2287.96 ms [2022-04-19 15:17:40 main:581] : INFO : Epoch 1695 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 2344.43 ms [2022-04-19 15:17:42 main:581] : INFO : Epoch 1696 | loss: 0.0311635 | val_loss: 0.0311707 | Time: 2361.7 ms [2022-04-19 15:17:44 main:581] : INFO : Epoch 1697 | loss: 0.0311652 | val_loss: 0.03117 | Time: 2427.52 ms [2022-04-19 15:17:47 main:581] : INFO : Epoch 1698 | loss: 0.0311655 | val_loss: 0.0311706 | Time: 2439.78 ms [2022-04-19 15:17:49 main:581] : INFO : Epoch 1699 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 2444.18 ms [2022-04-19 15:17:52 main:581] : INFO : Epoch 1700 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 2295.81 ms [2022-04-19 15:17:54 main:581] : INFO : Epoch 1701 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 2535.67 ms [2022-04-19 15:17:57 main:581] : INFO : Epoch 1702 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 2605.91 ms [2022-04-19 15:17:59 main:581] : INFO : Epoch 1703 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 2238.72 ms [2022-04-19 15:18:02 main:581] : INFO : Epoch 1704 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 2455.48 ms [2022-04-19 15:18:04 main:581] : INFO : Epoch 1705 | loss: 0.0311575 | val_loss: 0.03117 | Time: 2387.69 ms [2022-04-19 15:18:06 main:581] : INFO : Epoch 1706 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 2515.26 ms [2022-04-19 15:18:09 main:581] : INFO : Epoch 1707 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 2283.33 ms [2022-04-19 15:18:11 main:581] : INFO : Epoch 1708 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 2203.07 ms [2022-04-19 15:18:13 main:581] : INFO : Epoch 1709 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 2249.48 ms [2022-04-19 15:18:16 main:581] : INFO : Epoch 1710 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 2535.97 ms [2022-04-19 15:18:18 main:581] : INFO : Epoch 1711 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 2540.48 ms [2022-04-19 15:18:20 main:581] : INFO : Epoch 1712 | loss: 0.0311579 | val_loss: 0.031168 | Time: 2227.4 ms [2022-04-19 15:18:23 main:581] : INFO : Epoch 1713 | loss: 0.031163 | val_loss: 0.0311723 | Time: 2220.16 ms [2022-04-19 15:18:25 main:581] : INFO : Epoch 1714 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 2317.92 ms [2022-04-19 15:18:28 main:581] : INFO : Epoch 1715 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 2624.31 ms [2022-04-19 15:18:30 main:581] : INFO : Epoch 1716 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 2457.03 ms [2022-04-19 15:18:32 main:581] : INFO : Epoch 1717 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 2366.3 ms [2022-04-19 15:18:35 main:581] : INFO : Epoch 1718 | loss: 0.0311617 | val_loss: 0.0311671 | Time: 2231.18 ms [2022-04-19 15:18:37 main:581] : INFO : Epoch 1719 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 2623.76 ms [2022-04-19 15:18:40 main:581] : INFO : Epoch 1720 | loss: 0.0311595 | val_loss: 0.03117 | Time: 2492.71 ms [2022-04-19 15:18:42 main:581] : INFO : Epoch 1721 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 2260.12 ms [2022-04-19 15:18:44 main:581] : INFO : Epoch 1722 | loss: 0.0311629 | val_loss: 0.0311677 | Time: 2364.55 ms [2022-04-19 15:18:47 main:581] : INFO : Epoch 1723 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 2600.83 ms [2022-04-19 15:18:49 main:581] : INFO : Epoch 1724 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 2371.55 ms [2022-04-19 15:18:52 main:581] : INFO : Epoch 1725 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 2450.12 ms [2022-04-19 15:18:54 main:581] : INFO : Epoch 1726 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2406.09 ms [2022-04-19 15:18:57 main:581] : INFO : Epoch 1727 | loss: 0.031158 | val_loss: 0.0311672 | Time: 2577.06 ms [2022-04-19 15:19:00 main:581] : INFO : Epoch 1728 | loss: 0.0311577 | val_loss: 0.0311688 | Time: 2814.48 ms [2022-04-19 15:19:02 main:581] : INFO : Epoch 1729 | loss: 0.0311606 | val_loss: 0.0311746 | Time: 2295 ms [2022-04-19 15:19:04 main:581] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 2203.7 ms [2022-04-19 15:19:06 main:581] : INFO : Epoch 1731 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 2281.46 ms [2022-04-19 15:19:09 main:581] : INFO : Epoch 1732 | loss: 0.0311603 | val_loss: 0.0311785 | Time: 2573.33 ms [2022-04-19 15:19:11 main:581] : INFO : Epoch 1733 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 2451.19 ms [2022-04-19 15:19:14 main:581] : INFO : Epoch 1734 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 2383.77 ms [2022-04-19 15:19:16 main:581] : INFO : Epoch 1735 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 2407.83 ms [2022-04-19 15:19:19 main:581] : INFO : Epoch 1736 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 2547.06 ms [2022-04-19 15:19:21 main:581] : INFO : Epoch 1737 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 2298.2 ms [2022-04-19 15:19:23 main:581] : INFO : Epoch 1738 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 2291.48 ms [2022-04-19 15:19:26 main:581] : INFO : Epoch 1739 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 2364.32 ms [2022-04-19 15:19:28 main:581] : INFO : Epoch 1740 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 2615.25 ms [2022-04-19 15:19:31 main:581] : INFO : Epoch 1741 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 2398.68 ms [2022-04-19 15:19:33 main:581] : INFO : Epoch 1742 | loss: 0.031158 | val_loss: 0.0311674 | Time: 2333.66 ms [2022-04-19 15:19:36 main:581] : INFO : Epoch 1743 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 2506.1 ms [2022-04-19 15:19:38 main:581] : INFO : Epoch 1744 | loss: 0.031159 | val_loss: 0.0311685 | Time: 2515.04 ms [2022-04-19 15:19:40 main:581] : INFO : Epoch 1745 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2336.87 ms [2022-04-19 15:19:43 main:581] : INFO : Epoch 1746 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 2253.39 ms [2022-04-19 15:19:45 main:581] : INFO : Epoch 1747 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 2322.74 ms [2022-04-19 15:19:47 main:581] : INFO : Epoch 1748 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 2376.23 ms [2022-04-19 15:19:50 main:581] : INFO : Epoch 1749 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 2736.04 ms [2022-04-19 15:19:53 main:581] : INFO : Epoch 1750 | loss: 0.0311569 | val_loss: 0.0311678 | Time: 2407.68 ms [2022-04-19 15:19:55 main:581] : INFO : Epoch 1751 | loss: 0.0311565 | val_loss: 0.0311699 | Time: 2357 ms [2022-04-19 15:19:57 main:581] : INFO : Epoch 1752 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 2314.87 ms [2022-04-19 15:20:00 main:581] : INFO : Epoch 1753 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 2619.13 ms [2022-04-19 15:20:02 main:581] : INFO : Epoch 1754 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 2267.18 ms [2022-04-19 15:20:05 main:581] : INFO : Epoch 1755 | loss: 0.0311566 | val_loss: 0.03117 | Time: 2401.3 ms [2022-04-19 15:20:07 main:581] : INFO : Epoch 1756 | loss: 0.031158 | val_loss: 0.0311765 | Time: 2292.17 ms [2022-04-19 15:20:10 main:581] : INFO : Epoch 1757 | loss: 0.031173 | val_loss: 0.0311768 | Time: 2818.78 ms [2022-04-19 15:20:12 main:581] : INFO : Epoch 1758 | loss: 0.0311751 | val_loss: 0.031176 | Time: 2590.22 ms [2022-04-19 15:20:15 main:581] : INFO : Epoch 1759 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2342.7 ms [2022-04-19 15:20:17 main:581] : INFO : Epoch 1760 | loss: 0.0311736 | val_loss: 0.031183 | Time: 2226.3 ms [2022-04-19 15:20:19 main:581] : INFO : Epoch 1761 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 2375.09 ms [2022-04-19 15:20:22 main:581] : INFO : Epoch 1762 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 2600.09 ms [2022-04-19 15:20:24 main:581] : INFO : Epoch 1763 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 2421.49 ms [2022-04-19 15:20:27 main:581] : INFO : Epoch 1764 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 2324.92 ms [2022-04-19 15:20:29 main:581] : INFO : Epoch 1765 | loss: 0.0311616 | val_loss: 0.0311706 | Time: 2387.55 ms [2022-04-19 15:20:31 main:581] : INFO : Epoch 1766 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 2452.83 ms [2022-04-19 15:20:34 main:581] : INFO : Epoch 1767 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 2388.09 ms [2022-04-19 15:20:36 main:581] : INFO : Epoch 1768 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 2301.9 ms [2022-04-19 15:20:38 main:581] : INFO : Epoch 1769 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 2373.58 ms [2022-04-19 15:20:41 main:581] : INFO : Epoch 1770 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 2508.12 ms [2022-04-19 15:20:43 main:581] : INFO : Epoch 1771 | loss: 0.0311603 | val_loss: 0.0311725 | Time: 2321.11 ms [2022-04-19 15:20:46 main:581] : INFO : Epoch 1772 | loss: 0.03116 | val_loss: 0.0311748 | Time: 2317.26 ms [2022-04-19 15:20:48 main:581] : INFO : Epoch 1773 | loss: 0.03116 | val_loss: 0.0311736 | Time: 2505.62 ms [2022-04-19 15:20:51 main:581] : INFO : Epoch 1774 | loss: 0.031159 | val_loss: 0.031174 | Time: 2553.3 ms [2022-04-19 15:20:53 main:581] : INFO : Epoch 1775 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 2330.76 ms [2022-04-19 15:20:55 main:581] : INFO : Epoch 1776 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 2303.07 ms [2022-04-19 15:20:58 main:581] : INFO : Epoch 1777 | loss: 0.0311601 | val_loss: 0.0311775 | Time: 2430.19 ms [2022-04-19 15:21:00 main:581] : INFO : Epoch 1778 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 2569.64 ms [2022-04-19 15:21:03 main:581] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 2441.4 ms [2022-04-19 15:21:05 main:581] : INFO : Epoch 1780 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 2265.66 ms [2022-04-19 15:21:07 main:581] : INFO : Epoch 1781 | loss: 0.031161 | val_loss: 0.0311725 | Time: 2366.07 ms [2022-04-19 15:21:10 main:581] : INFO : Epoch 1782 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 2554.99 ms [2022-04-19 15:21:12 main:581] : INFO : Epoch 1783 | loss: 0.0311584 | val_loss: 0.0311707 | Time: 2449.15 ms [2022-04-19 15:21:15 main:581] : INFO : Epoch 1784 | loss: 0.031161 | val_loss: 0.0311724 | Time: 2258.34 ms [2022-04-19 15:21:17 main:581] : INFO : Epoch 1785 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 2429.26 ms [2022-04-19 15:21:19 main:581] : INFO : Epoch 1786 | loss: 0.031158 | val_loss: 0.0311809 | Time: 2459.26 ms [2022-04-19 15:21:22 main:581] : INFO : Epoch 1787 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 2741.93 ms [2022-04-19 15:21:25 main:581] : INFO : Epoch 1788 | loss: 0.031156 | val_loss: 0.0311725 | Time: 2330.7 ms [2022-04-19 15:21:27 main:581] : INFO : Epoch 1789 | loss: 0.0311563 | val_loss: 0.0311707 | Time: 2278.15 ms [2022-04-19 15:21:29 main:581] : INFO : Epoch 1790 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 2374.44 ms [2022-04-19 15:21:32 main:581] : INFO : Epoch 1791 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 2968.9 ms [2022-04-19 15:21:34 main:581] : INFO : Epoch 1792 | loss: 0.0311542 | val_loss: 0.0311704 | Time: 2254.87 ms [2022-04-19 15:21:37 main:581] : INFO : Epoch 1793 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 2447.12 ms [2022-04-19 15:21:39 main:581] : INFO : Epoch 1794 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 2402.16 ms [2022-04-19 15:21:42 main:581] : INFO : Epoch 1795 | loss: 0.0311564 | val_loss: 0.031175 | Time: 2701.25 ms [2022-04-19 15:21:44 main:581] : INFO : Epoch 1796 | loss: 0.0311553 | val_loss: 0.0311684 | Time: 2323.47 ms [2022-04-19 15:21:47 main:581] : INFO : Epoch 1797 | loss: 0.031156 | val_loss: 0.0311777 | Time: 2417.94 ms [2022-04-19 15:21:49 main:581] : INFO : Epoch 1798 | loss: 0.031157 | val_loss: 0.0311696 | Time: 2162.91 ms [2022-04-19 15:21:51 main:581] : INFO : Epoch 1799 | loss: 0.0311546 | val_loss: 0.031175 | Time: 2471.42 ms [2022-04-19 15:21:54 main:581] : INFO : Epoch 1800 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 2692 ms [2022-04-19 15:21:56 main:581] : INFO : Epoch 1801 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 2252.61 ms [2022-04-19 15:21:59 main:581] : INFO : Epoch 1802 | loss: 0.0311569 | val_loss: 0.0311701 | Time: 2218.77 ms [2022-04-19 15:22:01 main:581] : INFO : Epoch 1803 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 2486.9 ms [2022-04-19 15:22:04 main:581] : INFO : Epoch 1804 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 2641.09 ms [2022-04-19 15:22:06 main:581] : INFO : Epoch 1805 | loss: 0.0311554 | val_loss: 0.0311679 | Time: 2447.81 ms [2022-04-19 15:22:08 main:581] : INFO : Epoch 1806 | loss: 0.0311559 | val_loss: 0.0311696 | Time: 2368.92 ms [2022-04-19 15:22:11 main:581] : INFO : Epoch 1807 | loss: 0.0311612 | val_loss: 0.031187 | Time: 2312.4 ms [2022-04-19 15:22:13 main:581] : INFO : Epoch 1808 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2574.52 ms [2022-04-19 15:22:16 main:581] : INFO : Epoch 1809 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 2492.76 ms [2022-04-19 15:22:18 main:581] : INFO : Epoch 1810 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 2410.8 ms [2022-04-19 15:22:21 main:581] : INFO : Epoch 1811 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 2541.79 ms [2022-04-19 15:22:24 main:581] : INFO : Epoch 1812 | loss: 0.0311568 | val_loss: 0.0311668 | Time: 2717.6 ms [2022-04-19 15:22:26 main:581] : INFO : Epoch 1813 | loss: 0.0311594 | val_loss: 0.0311751 | Time: 2513.42 ms [2022-04-19 15:22:29 main:581] : INFO : Epoch 1814 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 2505.79 ms [2022-04-19 15:22:31 main:581] : INFO : Epoch 1815 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 2360.06 ms [2022-04-19 15:22:34 main:581] : INFO : Epoch 1816 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 2650.28 ms [2022-04-19 15:22:36 main:581] : INFO : Epoch 1817 | loss: 0.0311562 | val_loss: 0.0311736 | Time: 2498.12 ms [2022-04-19 15:22:39 main:581] : INFO : Epoch 1818 | loss: 0.0311551 | val_loss: 0.0311746 | Time: 2538.23 ms [2022-04-19 15:22:41 main:581] : INFO : Epoch 1819 | loss: 0.0311576 | val_loss: 0.0311724 | Time: 2478.56 ms [2022-04-19 15:22:44 main:581] : INFO : Epoch 1820 | loss: 0.0311563 | val_loss: 0.0311731 | Time: 2834.91 ms [2022-04-19 15:22:46 main:581] : INFO : Epoch 1821 | loss: 0.031156 | val_loss: 0.0311765 | Time: 2329.92 ms [2022-04-19 15:22:49 main:581] : INFO : Epoch 1822 | loss: 0.0311552 | val_loss: 0.0311709 | Time: 2404.21 ms [2022-04-19 15:22:51 main:581] : INFO : Epoch 1823 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 2315.73 ms [2022-04-19 15:22:53 main:581] : INFO : Epoch 1824 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 2500.56 ms [2022-04-19 15:22:56 main:581] : INFO : Epoch 1825 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 2570.12 ms [2022-04-19 15:22:58 main:581] : INFO : Epoch 1826 | loss: 0.0311572 | val_loss: 0.0311708 | Time: 2399.34 ms [2022-04-19 15:23:01 main:581] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 2409.67 ms [2022-04-19 15:23:03 main:581] : INFO : Epoch 1828 | loss: 0.0311578 | val_loss: 0.0311742 | Time: 2617.76 ms [2022-04-19 15:23:06 main:581] : INFO : Epoch 1829 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 2585.28 ms [2022-04-19 15:23:08 main:581] : INFO : Epoch 1830 | loss: 0.0311577 | val_loss: 0.0311678 | Time: 2287.99 ms [2022-04-19 15:23:11 main:581] : INFO : Epoch 1831 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 2268.63 ms [2022-04-19 15:23:13 main:581] : INFO : Epoch 1832 | loss: 0.0311543 | val_loss: 0.0311692 | Time: 2499.59 ms [2022-04-19 15:23:16 main:581] : INFO : Epoch 1833 | loss: 0.031155 | val_loss: 0.0311682 | Time: 2569.1 ms [2022-04-19 15:23:18 main:581] : INFO : Epoch 1834 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 2538.82 ms [2022-04-19 15:23:21 main:581] : INFO : Epoch 1835 | loss: 0.0311555 | val_loss: 0.03117 | Time: 2320.28 ms [2022-04-19 15:23:23 main:581] : INFO : Epoch 1836 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 2286.08 ms [2022-04-19 15:23:25 main:581] : INFO : Epoch 1837 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 2561.03 ms [2022-04-19 15:23:28 main:581] : INFO : Epoch 1838 | loss: 0.0311536 | val_loss: 0.0311705 | Time: 2398.32 ms [2022-04-19 15:23:30 main:581] : INFO : Epoch 1839 | loss: 0.0311548 | val_loss: 0.031172 | Time: 2284.25 ms [2022-04-19 15:23:33 main:581] : INFO : Epoch 1840 | loss: 0.0311552 | val_loss: 0.031167 | Time: 2466.67 ms [2022-04-19 15:23:35 main:581] : INFO : Epoch 1841 | loss: 0.031154 | val_loss: 0.0311674 | Time: 2646.08 ms [2022-04-19 15:23:37 main:581] : INFO : Epoch 1842 | loss: 0.0311529 | val_loss: 0.031168 | Time: 2307.51 ms [2022-04-19 15:23:40 main:581] : INFO : Epoch 1843 | loss: 0.0311556 | val_loss: 0.0311738 | Time: 2399.24 ms [2022-04-19 15:23:42 main:581] : INFO : Epoch 1844 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 2338.63 ms [2022-04-19 15:23:45 main:581] : INFO : Epoch 1845 | loss: 0.0311518 | val_loss: 0.031167 | Time: 2544.24 ms [2022-04-19 15:23:47 main:581] : INFO : Epoch 1846 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 2348.56 ms [2022-04-19 15:23:49 main:581] : INFO : Epoch 1847 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 2251.34 ms [2022-04-19 15:23:52 main:581] : INFO : Epoch 1848 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 2251.39 ms [2022-04-19 15:23:54 main:581] : INFO : Epoch 1849 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 2450.99 ms [2022-04-19 15:23:57 main:581] : INFO : Epoch 1850 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 2739.39 ms [2022-04-19 15:23:59 main:581] : INFO : Epoch 1851 | loss: 0.0311539 | val_loss: 0.0311664 | Time: 2332.12 ms [2022-04-19 15:24:02 main:581] : INFO : Epoch 1852 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 2540.58 ms [2022-04-19 15:24:04 main:581] : INFO : Epoch 1853 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 2407.92 ms [2022-04-19 15:24:07 main:581] : INFO : Epoch 1854 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2486 ms [2022-04-19 15:24:09 main:581] : INFO : Epoch 1855 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 2316.69 ms [2022-04-19 15:24:11 main:581] : INFO : Epoch 1856 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 2210.02 ms [2022-04-19 15:24:14 main:581] : INFO : Epoch 1857 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 3104.38 ms [2022-04-19 15:24:17 main:581] : INFO : Epoch 1858 | loss: 0.0311624 | val_loss: 0.0311722 | Time: 2571.34 ms [2022-04-19 15:24:19 main:581] : INFO : Epoch 1859 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2313.49 ms [2022-04-19 15:24:21 main:581] : INFO : Epoch 1860 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2378.96 ms [2022-04-19 15:24:24 main:581] : INFO : Epoch 1861 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2508.8 ms [2022-04-19 15:24:27 main:581] : INFO : Epoch 1862 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 2521.19 ms [2022-04-19 15:24:29 main:581] : INFO : Epoch 1863 | loss: 0.0311644 | val_loss: 0.031171 | Time: 2373.78 ms [2022-04-19 15:24:31 main:581] : INFO : Epoch 1864 | loss: 0.0311636 | val_loss: 0.0311748 | Time: 2260.69 ms [2022-04-19 15:24:34 main:581] : INFO : Epoch 1865 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 2500.21 ms [2022-04-19 15:24:36 main:581] : INFO : Epoch 1866 | loss: 0.031159 | val_loss: 0.0311701 | Time: 2476.9 ms [2022-04-19 15:24:39 main:581] : INFO : Epoch 1867 | loss: 0.0311582 | val_loss: 0.0311728 | Time: 2552.62 ms [2022-04-19 15:24:41 main:581] : INFO : Epoch 1868 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2283.48 ms [2022-04-19 15:24:43 main:581] : INFO : Epoch 1869 | loss: 0.031157 | val_loss: 0.0311719 | Time: 2372.99 ms [2022-04-19 15:24:46 main:581] : INFO : Epoch 1870 | loss: 0.0311564 | val_loss: 0.0311719 | Time: 2411.76 ms [2022-04-19 15:24:48 main:581] : INFO : Epoch 1871 | loss: 0.0311582 | val_loss: 0.0311707 | Time: 2705.81 ms [2022-04-19 15:24:51 main:581] : INFO : Epoch 1872 | loss: 0.0311572 | val_loss: 0.0311746 | Time: 2262.53 ms [2022-04-19 15:24:53 main:581] : INFO : Epoch 1873 | loss: 0.0311568 | val_loss: 0.0311708 | Time: 2562.23 ms [2022-04-19 15:24:56 main:581] : INFO : Epoch 1874 | loss: 0.0311556 | val_loss: 0.0311748 | Time: 2457.53 ms [2022-04-19 15:24:58 main:581] : INFO : Epoch 1875 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 2740.79 ms [2022-04-19 15:25:01 main:581] : INFO : Epoch 1876 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 2395.85 ms [2022-04-19 15:25:03 main:581] : INFO : Epoch 1877 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 2282.97 ms [2022-04-19 15:25:06 main:581] : INFO : Epoch 1878 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 2392.04 ms [2022-04-19 15:25:08 main:581] : INFO : Epoch 1879 | loss: 0.031156 | val_loss: 0.0311694 | Time: 2540.64 ms [2022-04-19 15:25:11 main:581] : INFO : Epoch 1880 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 2412.84 ms [2022-04-19 15:25:13 main:581] : INFO : Epoch 1881 | loss: 0.0311592 | val_loss: 0.0311793 | Time: 2444.67 ms [2022-04-19 15:25:15 main:581] : INFO : Epoch 1882 | loss: 0.0311596 | val_loss: 0.03117 | Time: 2507.22 ms [2022-04-19 15:25:18 main:581] : INFO : Epoch 1883 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 2483.31 ms [2022-04-19 15:25:20 main:581] : INFO : Epoch 1884 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 2425.51 ms [2022-04-19 15:25:23 main:581] : INFO : Epoch 1885 | loss: 0.0311578 | val_loss: 0.0311737 | Time: 2408 ms [2022-04-19 15:25:25 main:581] : INFO : Epoch 1886 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 2211.13 ms [2022-04-19 15:25:28 main:581] : INFO : Epoch 1887 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 2607.87 ms [2022-04-19 15:25:30 main:581] : INFO : Epoch 1888 | loss: 0.03116 | val_loss: 0.0311709 | Time: 2599.47 ms [2022-04-19 15:25:32 main:581] : INFO : Epoch 1889 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 2243.72 ms [2022-04-19 15:25:35 main:581] : INFO : Epoch 1890 | loss: 0.031168 | val_loss: 0.031176 | Time: 2277.38 ms [2022-04-19 15:25:37 main:581] : INFO : Epoch 1891 | loss: 0.0311651 | val_loss: 0.031175 | Time: 2412.2 ms [2022-04-19 15:25:40 main:581] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.0311693 | Time: 2641.16 ms [2022-04-19 15:25:42 main:581] : INFO : Epoch 1893 | loss: 0.031158 | val_loss: 0.0311687 | Time: 2656.98 ms [2022-04-19 15:25:45 main:581] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2487.38 ms [2022-04-19 15:25:47 main:581] : INFO : Epoch 1895 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 2336.88 ms [2022-04-19 15:25:50 main:581] : INFO : Epoch 1896 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 2698 ms [2022-04-19 15:25:52 main:581] : INFO : Epoch 1897 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 2245.58 ms [2022-04-19 15:25:54 main:581] : INFO : Epoch 1898 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2268.12 ms [2022-04-19 15:25:57 main:581] : INFO : Epoch 1899 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 2353.72 ms [2022-04-19 15:25:59 main:581] : INFO : Epoch 1900 | loss: 0.0311571 | val_loss: 0.0311697 | Time: 2645.91 ms [2022-04-19 15:26:02 main:581] : INFO : Epoch 1901 | loss: 0.03116 | val_loss: 0.031171 | Time: 2419.72 ms [2022-04-19 15:26:05 main:581] : INFO : Epoch 1902 | loss: 0.0311669 | val_loss: 0.0311695 | Time: 2691.12 ms [2022-04-19 15:26:07 main:581] : INFO : Epoch 1903 | loss: 0.0311642 | val_loss: 0.0311698 | Time: 2376.39 ms [2022-04-19 15:26:10 main:581] : INFO : Epoch 1904 | loss: 0.0311625 | val_loss: 0.03117 | Time: 2863.66 ms [2022-04-19 15:26:12 main:581] : INFO : Epoch 1905 | loss: 0.0311613 | val_loss: 0.0311701 | Time: 2543.58 ms [2022-04-19 15:26:15 main:581] : INFO : Epoch 1906 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 2304.59 ms [2022-04-19 15:26:17 main:581] : INFO : Epoch 1907 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 2235.9 ms [2022-04-19 15:26:19 main:581] : INFO : Epoch 1908 | loss: 0.0311659 | val_loss: 0.03117 | Time: 2491.06 ms [2022-04-19 15:26:22 main:581] : INFO : Epoch 1909 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 2710.7 ms [2022-04-19 15:26:25 main:581] : INFO : Epoch 1910 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 2518.67 ms [2022-04-19 15:26:27 main:581] : INFO : Epoch 1911 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 2359.98 ms [2022-04-19 15:26:29 main:581] : INFO : Epoch 1912 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 2370.88 ms [2022-04-19 15:26:32 main:581] : INFO : Epoch 1913 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 2527.13 ms [2022-04-19 15:26:34 main:581] : INFO : Epoch 1914 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 2448.13 ms [2022-04-19 15:26:37 main:581] : INFO : Epoch 1915 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 2264.18 ms [2022-04-19 15:26:39 main:581] : INFO : Epoch 1916 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 2440.47 ms [2022-04-19 15:26:42 main:581] : INFO : Epoch 1917 | loss: 0.0311606 | val_loss: 0.031166 | Time: 2542.12 ms [2022-04-19 15:26:44 main:581] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2428.94 ms [2022-04-19 15:26:46 main:581] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.0311654 | Time: 2348.25 ms [2022-04-19 15:26:49 main:581] : INFO : Epoch 1920 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 2483.07 ms [2022-04-19 15:26:51 main:581] : INFO : Epoch 1921 | loss: 0.031158 | val_loss: 0.031165 | Time: 2575.89 ms [2022-04-19 15:26:54 main:581] : INFO : Epoch 1922 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 2423.04 ms [2022-04-19 15:26:56 main:581] : INFO : Epoch 1923 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 2314.16 ms [2022-04-19 15:26:58 main:581] : INFO : Epoch 1924 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 2304.86 ms [2022-04-19 15:27:01 main:581] : INFO : Epoch 1925 | loss: 0.0311582 | val_loss: 0.031166 | Time: 2443.87 ms [2022-04-19 15:27:04 main:581] : INFO : Epoch 1926 | loss: 0.0311601 | val_loss: 0.0311671 | Time: 2932.59 ms [2022-04-19 15:27:06 main:581] : INFO : Epoch 1927 | loss: 0.0311573 | val_loss: 0.0311629 | Time: 2460.66 ms [2022-04-19 15:27:09 main:581] : INFO : Epoch 1928 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 2608.02 ms [2022-04-19 15:27:12 main:581] : INFO : Epoch 1929 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 2686.46 ms [2022-04-19 15:27:14 main:581] : INFO : Epoch 1930 | loss: 0.0311571 | val_loss: 0.0311647 | Time: 2568.36 ms [2022-04-19 15:27:17 main:581] : INFO : Epoch 1931 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 2459.57 ms [2022-04-19 15:27:19 main:581] : INFO : Epoch 1932 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 2289.96 ms [2022-04-19 15:27:21 main:581] : INFO : Epoch 1933 | loss: 0.031168 | val_loss: 0.0311719 | Time: 2454.26 ms [2022-04-19 15:27:24 main:581] : INFO : Epoch 1934 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 2850.83 ms [2022-04-19 15:27:27 main:581] : INFO : Epoch 1935 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 2434.6 ms [2022-04-19 15:27:29 main:581] : INFO : Epoch 1936 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 2274.3 ms [2022-04-19 15:27:31 main:581] : INFO : Epoch 1937 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 2322.36 ms [2022-04-19 15:27:34 main:581] : INFO : Epoch 1938 | loss: 0.0311625 | val_loss: 0.031169 | Time: 2606.23 ms [2022-04-19 15:27:36 main:581] : INFO : Epoch 1939 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 2419.99 ms [2022-04-19 15:27:39 main:581] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.031171 | Time: 2273.81 ms [2022-04-19 15:27:41 main:581] : INFO : Epoch 1941 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 2490.02 ms [2022-04-19 15:27:44 main:581] : INFO : Epoch 1942 | loss: 0.0311629 | val_loss: 0.0311695 | Time: 2577 ms [2022-04-19 15:27:46 main:581] : INFO : Epoch 1943 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 2345.2 ms [2022-04-19 15:27:48 main:581] : INFO : Epoch 1944 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2261.75 ms [2022-04-19 15:27:51 main:581] : INFO : Epoch 1945 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 2375.9 ms [2022-04-19 15:27:53 main:581] : INFO : Epoch 1946 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 2585.85 ms [2022-04-19 15:27:56 main:581] : INFO : Epoch 1947 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 2420.08 ms [2022-04-19 15:27:58 main:581] : INFO : Epoch 1948 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2282.74 ms [2022-04-19 15:28:00 main:581] : INFO : Epoch 1949 | loss: 0.031162 | val_loss: 0.0311735 | Time: 2441.82 ms [2022-04-19 15:28:03 main:581] : INFO : Epoch 1950 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 2474.73 ms [2022-04-19 15:28:05 main:581] : INFO : Epoch 1951 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 2354.22 ms [2022-04-19 15:28:07 main:581] : INFO : Epoch 1952 | loss: 0.0311608 | val_loss: 0.031171 | Time: 2279.69 ms [2022-04-19 15:28:10 main:581] : INFO : Epoch 1953 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 2596.71 ms [2022-04-19 15:28:13 main:581] : INFO : Epoch 1954 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 2535.83 ms [2022-04-19 15:28:15 main:581] : INFO : Epoch 1955 | loss: 0.0311614 | val_loss: 0.03117 | Time: 2468.19 ms [2022-04-19 15:28:17 main:581] : INFO : Epoch 1956 | loss: 0.03116 | val_loss: 0.0311692 | Time: 2327.04 ms [2022-04-19 15:28:20 main:581] : INFO : Epoch 1957 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 2393.04 ms [2022-04-19 15:28:22 main:581] : INFO : Epoch 1958 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 2485.88 ms [2022-04-19 15:28:25 main:581] : INFO : Epoch 1959 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2497.44 ms [2022-04-19 15:28:27 main:581] : INFO : Epoch 1960 | loss: 0.0311656 | val_loss: 0.0311699 | Time: 2302.05 ms [2022-04-19 15:28:29 main:581] : INFO : Epoch 1961 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 2316.04 ms [2022-04-19 15:28:32 main:581] : INFO : Epoch 1962 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 2295.6 ms [2022-04-19 15:28:35 main:581] : INFO : Epoch 1963 | loss: 0.0311641 | val_loss: 0.0311681 | Time: 2829.27 ms [2022-04-19 15:28:37 main:581] : INFO : Epoch 1964 | loss: 0.0311635 | val_loss: 0.0311672 | Time: 2475.43 ms [2022-04-19 15:28:39 main:581] : INFO : Epoch 1965 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 2355.39 ms [2022-04-19 15:28:42 main:581] : INFO : Epoch 1966 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 2221.68 ms [2022-04-19 15:28:44 main:581] : INFO : Epoch 1967 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 2440.84 ms [2022-04-19 15:28:47 main:581] : INFO : Epoch 1968 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 2533.44 ms [2022-04-19 15:28:49 main:581] : INFO : Epoch 1969 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 2380.53 ms [2022-04-19 15:28:51 main:581] : INFO : Epoch 1970 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 2233.74 ms [2022-04-19 15:28:53 main:581] : INFO : Epoch 1971 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 2305.54 ms [2022-04-19 15:28:56 main:581] : INFO : Epoch 1972 | loss: 0.031166 | val_loss: 0.0311751 | Time: 2759.23 ms [2022-04-19 15:28:59 main:581] : INFO : Epoch 1973 | loss: 0.0311751 | val_loss: 0.0311744 | Time: 2412 ms [2022-04-19 15:29:01 main:581] : INFO : Epoch 1974 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 2350.79 ms [2022-04-19 15:29:04 main:581] : INFO : Epoch 1975 | loss: 0.031183 | val_loss: 0.0312055 | Time: 2616.21 ms [2022-04-19 15:29:06 main:581] : INFO : Epoch 1976 | loss: 0.0312 | val_loss: 0.0313185 | Time: 2834.59 ms [2022-04-19 15:29:09 main:581] : INFO : Epoch 1977 | loss: 0.0338431 | val_loss: 0.0444731 | Time: 2281.79 ms [2022-04-19 15:29:11 main:581] : INFO : Epoch 1978 | loss: 0.0391254 | val_loss: 0.0453788 | Time: 2320.43 ms [2022-04-19 15:29:14 main:581] : INFO : Epoch 1979 | loss: 0.0335982 | val_loss: 0.031604 | Time: 2600.17 ms [2022-04-19 15:29:16 main:581] : INFO : Epoch 1980 | loss: 0.0315396 | val_loss: 0.0313585 | Time: 2794.12 ms [2022-04-19 15:29:19 main:581] : INFO : Epoch 1981 | loss: 0.031296 | val_loss: 0.0312433 | Time: 2274.95 ms [2022-04-19 15:29:21 main:581] : INFO : Epoch 1982 | loss: 0.0312405 | val_loss: 0.031228 | Time: 2442.61 ms [2022-04-19 15:29:23 main:581] : INFO : Epoch 1983 | loss: 0.0312286 | val_loss: 0.0312212 | Time: 2295.73 ms [2022-04-19 15:29:26 main:581] : INFO : Epoch 1984 | loss: 0.0312251 | val_loss: 0.031219 | Time: 3013.34 ms [2022-04-19 15:29:29 main:581] : INFO : Epoch 1985 | loss: 0.0312212 | val_loss: 0.0312155 | Time: 2522.3 ms [2022-04-19 15:29:31 main:581] : INFO : Epoch 1986 | loss: 0.0312193 | val_loss: 0.0312129 | Time: 2346.62 ms [2022-04-19 15:29:34 main:581] : INFO : Epoch 1987 | loss: 0.0312168 | val_loss: 0.0312114 | Time: 2227.94 ms [2022-04-19 15:29:36 main:581] : INFO : Epoch 1988 | loss: 0.0312146 | val_loss: 0.0312088 | Time: 2495.11 ms [2022-04-19 15:29:39 main:581] : INFO : Epoch 1989 | loss: 0.0312109 | val_loss: 0.0312064 | Time: 2644.92 ms [2022-04-19 15:29:41 main:581] : INFO : Epoch 1990 | loss: 0.0312083 | val_loss: 0.0312047 | Time: 2458.37 ms [2022-04-19 15:29:44 main:581] : INFO : Epoch 1991 | loss: 0.031206 | val_loss: 0.0312037 | Time: 2344.33 ms [2022-04-19 15:29:46 main:581] : INFO : Epoch 1992 | loss: 0.0312052 | val_loss: 0.0312002 | Time: 2541.78 ms [2022-04-19 15:29:49 main:581] : INFO : Epoch 1993 | loss: 0.0312027 | val_loss: 0.0311983 | Time: 2652.9 ms [2022-04-19 15:29:51 main:581] : INFO : Epoch 1994 | loss: 0.031201 | val_loss: 0.031194 | Time: 2337.45 ms [2022-04-19 15:29:53 main:581] : INFO : Epoch 1995 | loss: 0.0311998 | val_loss: 0.0311944 | Time: 2252.38 ms [2022-04-19 15:29:56 main:581] : INFO : Epoch 1996 | loss: 0.0311986 | val_loss: 0.0311943 | Time: 2375.87 ms [2022-04-19 15:29:58 main:581] : INFO : Epoch 1997 | loss: 0.0311979 | val_loss: 0.0311926 | Time: 2662.37 ms [2022-04-19 15:30:01 main:581] : INFO : Epoch 1998 | loss: 0.0311967 | val_loss: 0.0311915 | Time: 2487.28 ms [2022-04-19 15:30:03 main:581] : INFO : Epoch 1999 | loss: 0.0311971 | val_loss: 0.0311897 | Time: 2324.21 ms [2022-04-19 15:30:06 main:581] : INFO : Epoch 2000 | loss: 0.0311963 | val_loss: 0.0311888 | Time: 2478.1 ms [2022-04-19 15:30:08 main:581] : INFO : Epoch 2001 | loss: 0.0311953 | val_loss: 0.0311893 | Time: 2424.64 ms [2022-04-19 15:30:10 main:581] : INFO : Epoch 2002 | loss: 0.0311956 | val_loss: 0.0311893 | Time: 2186.2 ms [2022-04-19 15:30:13 main:581] : INFO : Epoch 2003 | loss: 0.0311941 | val_loss: 0.0311882 | Time: 2276.19 ms [2022-04-19 15:30:15 main:581] : INFO : Epoch 2004 | loss: 0.0311936 | val_loss: 0.0311881 | Time: 2253.27 ms [2022-04-19 15:30:17 main:581] : INFO : Epoch 2005 | loss: 0.031193 | val_loss: 0.0311879 | Time: 2240.71 ms [2022-04-19 15:30:19 main:581] : INFO : Epoch 2006 | loss: 0.0311919 | val_loss: 0.0311884 | Time: 2162.6 ms [2022-04-19 15:30:21 main:581] : INFO : Epoch 2007 | loss: 0.0311901 | val_loss: 0.0311837 | Time: 2191.74 ms [2022-04-19 15:30:24 main:581] : INFO : Epoch 2008 | loss: 0.031186 | val_loss: 0.0311813 | Time: 2177.84 ms [2022-04-19 15:30:26 main:581] : INFO : Epoch 2009 | loss: 0.031183 | val_loss: 0.0311798 | Time: 2151.43 ms [2022-04-19 15:30:28 main:581] : INFO : Epoch 2010 | loss: 0.0311811 | val_loss: 0.0311797 | Time: 2281.96 ms [2022-04-19 15:30:30 main:581] : INFO : Epoch 2011 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 2156.64 ms [2022-04-19 15:30:32 main:581] : INFO : Epoch 2012 | loss: 0.0311802 | val_loss: 0.0311778 | Time: 2231.54 ms [2022-04-19 15:30:35 main:581] : INFO : Epoch 2013 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 2166.48 ms [2022-04-19 15:30:37 main:581] : INFO : Epoch 2014 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 2152.55 ms [2022-04-19 15:30:39 main:581] : INFO : Epoch 2015 | loss: 0.031176 | val_loss: 0.0311764 | Time: 2153.38 ms [2022-04-19 15:30:41 main:581] : INFO : Epoch 2016 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 2166.23 ms [2022-04-19 15:30:43 main:581] : INFO : Epoch 2017 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 2146.67 ms [2022-04-19 15:30:45 main:581] : INFO : Epoch 2018 | loss: 0.0311739 | val_loss: 0.0311752 | Time: 2107.87 ms [2022-04-19 15:30:47 main:581] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.0311734 | Time: 2207.5 ms [2022-04-19 15:30:50 main:581] : INFO : Epoch 2020 | loss: 0.0311719 | val_loss: 0.031172 | Time: 2184.33 ms [2022-04-19 15:30:52 main:581] : INFO : Epoch 2021 | loss: 0.0311719 | val_loss: 0.031173 | Time: 2196.95 ms [2022-04-19 15:30:54 main:581] : INFO : Epoch 2022 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 2156.62 ms [2022-04-19 15:30:56 main:581] : INFO : Epoch 2023 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 2212.9 ms [2022-04-19 15:30:58 main:581] : INFO : Epoch 2024 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 2159.16 ms [2022-04-19 15:31:01 main:581] : INFO : Epoch 2025 | loss: 0.0311722 | val_loss: 0.0311758 | Time: 2182.17 ms [2022-04-19 15:31:03 main:581] : INFO : Epoch 2026 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 2183.05 ms [2022-04-19 15:31:05 main:581] : INFO : Epoch 2027 | loss: 0.0311718 | val_loss: 0.0311735 | Time: 2189.38 ms [2022-04-19 15:31:07 main:581] : INFO : Epoch 2028 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 2217.34 ms [2022-04-19 15:31:09 main:581] : INFO : Epoch 2029 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 2205.87 ms [2022-04-19 15:31:12 main:581] : INFO : Epoch 2030 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2159.61 ms [2022-04-19 15:31:14 main:581] : INFO : Epoch 2031 | loss: 0.0311696 | val_loss: 0.031173 | Time: 2186.7 ms [2022-04-19 15:31:16 main:581] : INFO : Epoch 2032 | loss: 0.0311692 | val_loss: 0.031175 | Time: 2143.97 ms [2022-04-19 15:31:18 main:581] : INFO : Epoch 2033 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 2156.03 ms [2022-04-19 15:31:20 main:581] : INFO : Epoch 2034 | loss: 0.0311701 | val_loss: 0.0311738 | Time: 2233.2 ms [2022-04-19 15:31:22 main:581] : INFO : Epoch 2035 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 2146.28 ms [2022-04-19 15:31:25 main:581] : INFO : Epoch 2036 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2179.87 ms [2022-04-19 15:31:27 main:581] : INFO : Epoch 2037 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 2183.07 ms [2022-04-19 15:31:29 main:581] : INFO : Epoch 2038 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 2174.68 ms [2022-04-19 15:31:31 main:581] : INFO : Epoch 2039 | loss: 0.031169 | val_loss: 0.0311759 | Time: 2189.56 ms [2022-04-19 15:31:33 main:581] : INFO : Epoch 2040 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 2196.39 ms [2022-04-19 15:31:35 main:581] : INFO : Epoch 2041 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 2131.42 ms [2022-04-19 15:31:38 main:581] : INFO : Epoch 2042 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2188.84 ms [2022-04-19 15:31:40 main:581] : INFO : Epoch 2043 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 2236.64 ms [2022-04-19 15:31:42 main:581] : INFO : Epoch 2044 | loss: 0.0311672 | val_loss: 0.0311699 | Time: 2207.61 ms [2022-04-19 15:31:44 main:581] : INFO : Epoch 2045 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 2190.81 ms [2022-04-19 15:31:46 main:581] : INFO : Epoch 2046 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 2179.51 ms [2022-04-19 15:31:49 main:581] : INFO : Epoch 2047 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 2212.15 ms [2022-04-19 15:31:51 main:581] : INFO : Epoch 2048 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 2245.72 ms [2022-04-19 15:31:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311705 [2022-04-19 15:31:51 main:610] : INFO : Saving end state to config to file [2022-04-19 15:31:51 main:615] : INFO : Success, exiting.. 15:31:51 (331370): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)