Task 5539167
| Name | ParityMachine-1624422127-4896-3_0 |
| Workunit | 3391136 |
| Created | 30 Jun 2021, 8:47:47 UTC |
| Sent | 4 Jul 2021, 3:51:08 UTC |
| Report deadline | 11 Jul 2021, 3:51:08 UTC |
| Received | 4 Jul 2021, 6:33:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 27 min |
| CPU time | 1 hours 26 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310572 | val_loss: 0.0310843 | Time: 2583.82 ms
[2021-07-04 08:11:29 main:574] : INFO : Epoch 1543 | loss: 0.0310569 | val_loss: 0.0310874 | Time: 2554.24 ms
[2021-07-04 08:11:32 main:574] : INFO : Epoch 1544 | loss: 0.0310554 | val_loss: 0.0310822 | Time: 2569.46 ms
[2021-07-04 08:11:34 main:574] : INFO : Epoch 1545 | loss: 0.031057 | val_loss: 0.0310841 | Time: 2553.31 ms
[2021-07-04 08:11:37 main:574] : INFO : Epoch 1546 | loss: 0.0310586 | val_loss: 0.0310859 | Time: 2553.2 ms
[2021-07-04 08:11:39 main:574] : INFO : Epoch 1547 | loss: 0.0310604 | val_loss: 0.0310923 | Time: 2565.7 ms
[2021-07-04 08:11:42 main:574] : INFO : Epoch 1548 | loss: 0.03106 | val_loss: 0.0310872 | Time: 2581.18 ms
[2021-07-04 08:11:44 main:574] : INFO : Epoch 1549 | loss: 0.0310574 | val_loss: 0.0310858 | Time: 2568.4 ms
[2021-07-04 08:11:47 main:574] : INFO : Epoch 1550 | loss: 0.0310588 | val_loss: 0.0310837 | Time: 2534.16 ms
[2021-07-04 08:11:50 main:574] : INFO : Epoch 1551 | loss: 0.0310561 | val_loss: 0.031088 | Time: 2535.41 ms
[2021-07-04 08:11:52 main:574] : INFO : Epoch 1552 | loss: 0.0310546 | val_loss: 0.0310862 | Time: 2503.05 ms
[2021-07-04 08:11:55 main:574] : INFO : Epoch 1553 | loss: 0.0310565 | val_loss: 0.0310887 | Time: 2573.53 ms
[2021-07-04 08:11:57 main:574] : INFO : Epoch 1554 | loss: 0.0310562 | val_loss: 0.0310904 | Time: 2571.23 ms
[2021-07-04 08:12:00 main:574] : INFO : Epoch 1555 | loss: 0.0310537 | val_loss: 0.0310886 | Time: 2534.53 ms
[2021-07-04 08:12:02 main:574] : INFO : Epoch 1556 | loss: 0.0310545 | val_loss: 0.0310902 | Time: 2561.44 ms
[2021-07-04 08:12:05 main:574] : INFO : Epoch 1557 | loss: 0.0310551 | val_loss: 0.0310823 | Time: 2544.53 ms
[2021-07-04 08:12:07 main:574] : INFO : Epoch 1558 | loss: 0.0310554 | val_loss: 0.0310845 | Time: 2583.66 ms
[2021-07-04 08:12:10 main:574] : INFO : Epoch 1559 | loss: 0.0310579 | val_loss: 0.0310866 | Time: 2484.97 ms
[2021-07-04 08:12:12 main:574] : INFO : Epoch 1560 | loss: 0.0310576 | val_loss: 0.0310877 | Time: 2506.81 ms
[2021-07-04 08:12:15 main:574] : INFO : Epoch 1561 | loss: 0.0310586 | val_loss: 0.031088 | Time: 2496.02 ms
[2021-07-04 08:12:17 main:574] : INFO : Epoch 1562 | loss: 0.0310569 | val_loss: 0.0310861 | Time: 2532.18 ms
[2021-07-04 08:12:20 main:574] : INFO : Epoch 1563 | loss: 0.0310548 | val_loss: 0.0310863 | Time: 2510.93 ms
[2021-07-04 08:12:22 main:574] : INFO : Epoch 1564 | loss: 0.0310547 | val_loss: 0.0310882 | Time: 2535.92 ms
[2021-07-04 08:12:25 main:574] : INFO : Epoch 1565 | loss: 0.0310577 | val_loss: 0.031092 | Time: 2612.96 ms
[2021-07-04 08:12:28 main:574] : INFO : Epoch 1566 | loss: 0.0310595 | val_loss: 0.031097 | Time: 2541.12 ms
[2021-07-04 08:12:30 main:574] : INFO : Epoch 1567 | loss: 0.0310544 | val_loss: 0.0310868 | Time: 2587.74 ms
[2021-07-04 08:12:33 main:574] : INFO : Epoch 1568 | loss: 0.0310548 | val_loss: 0.0310839 | Time: 2502.1 ms
[2021-07-04 08:12:35 main:574] : INFO : Epoch 1569 | loss: 0.0310516 | val_loss: 0.0310821 | Time: 2531.01 ms
[2021-07-04 08:12:38 main:574] : INFO : Epoch 1570 | loss: 0.0310502 | val_loss: 0.0310898 | Time: 2485.59 ms
[2021-07-04 08:12:40 main:574] : INFO : Epoch 1571 | loss: 0.0310549 | val_loss: 0.0310847 | Time: 2529.62 ms
[2021-07-04 08:12:43 main:574] : INFO : Epoch 1572 | loss: 0.0310538 | val_loss: 0.0310853 | Time: 2543.08 ms
[2021-07-04 08:12:45 main:574] : INFO : Epoch 1573 | loss: 0.0310541 | val_loss: 0.0310906 | Time: 2562.15 ms
[2021-07-04 08:12:48 main:574] : INFO : Epoch 1574 | loss: 0.0310596 | val_loss: 0.03109 | Time: 2542.11 ms
[2021-07-04 08:12:51 main:574] : INFO : Epoch 1575 | loss: 0.0310628 | val_loss: 0.0310912 | Time: 2527.24 ms
[2021-07-04 08:12:53 main:574] : INFO : Epoch 1576 | loss: 0.0310578 | val_loss: 0.0310897 | Time: 2499.07 ms
[2021-07-04 08:12:56 main:574] : INFO : Epoch 1577 | loss: 0.0310592 | val_loss: 0.0310894 | Time: 2555.69 ms
[2021-07-04 08:12:58 main:574] : INFO : Epoch 1578 | loss: 0.0310611 | val_loss: 0.0310842 | Time: 2504.43 ms
[2021-07-04 08:13:01 main:574] : INFO : Epoch 1579 | loss: 0.0310603 | val_loss: 0.0310903 | Time: 2556.61 ms
[2021-07-04 08:13:03 main:574] : INFO : Epoch 1580 | loss: 0.0310539 | val_loss: 0.03109 | Time: 2528.98 ms
[2021-07-04 08:13:06 main:574] : INFO : Epoch 1581 | loss: 0.0310544 | val_loss: 0.0310879 | Time: 2593.23 ms
[2021-07-04 08:13:08 main:574] : INFO : Epoch 1582 | loss: 0.0310508 | val_loss: 0.031086 | Time: 2565.02 ms
[2021-07-04 08:13:11 main:574] : INFO : Epoch 1583 | loss: 0.0310511 | val_loss: 0.0310851 | Time: 2540.96 ms
[2021-07-04 08:13:13 main:574] : INFO : Epoch 1584 | loss: 0.0310514 | val_loss: 0.0310905 | Time: 2535.24 ms
[2021-07-04 08:13:16 main:574] : INFO : Epoch 1585 | loss: 0.0310492 | val_loss: 0.0310904 | Time: 2541.39 ms
[2021-07-04 08:13:19 main:574] : INFO : Epoch 1586 | loss: 0.0310513 | val_loss: 0.0310904 | Time: 2570.81 ms
[2021-07-04 08:13:21 main:574] : INFO : Epoch 1587 | loss: 0.0310512 | val_loss: 0.0310857 | Time: 2541.55 ms
[2021-07-04 08:13:24 main:574] : INFO : Epoch 1588 | loss: 0.031056 | val_loss: 0.0310884 | Time: 2590.28 ms
[2021-07-04 08:13:26 main:574] : INFO : Epoch 1589 | loss: 0.0310593 | val_loss: 0.0310854 | Time: 2502.37 ms
[2021-07-04 08:13:29 main:574] : INFO : Epoch 1590 | loss: 0.031058 | val_loss: 0.0310862 | Time: 2523.89 ms
[2021-07-04 08:13:31 main:574] : INFO : Epoch 1591 | loss: 0.0310575 | val_loss: 0.0310938 | Time: 2523.42 ms
[2021-07-04 08:13:34 main:574] : INFO : Epoch 1592 | loss: 0.0310632 | val_loss: 0.0310907 | Time: 2524.32 ms
[2021-07-04 08:13:36 main:574] : INFO : Epoch 1593 | loss: 0.0310595 | val_loss: 0.031091 | Time: 2492.48 ms
[2021-07-04 08:13:39 main:574] : INFO : Epoch 1594 | loss: 0.0310583 | val_loss: 0.0310932 | Time: 2553.09 ms
[2021-07-04 08:13:41 main:574] : INFO : Epoch 1595 | loss: 0.0310581 | val_loss: 0.031087 | Time: 2476.34 ms
[2021-07-04 08:13:44 main:574] : INFO : Epoch 1596 | loss: 0.031059 | val_loss: 0.0310914 | Time: 2589.87 ms
[2021-07-04 08:13:47 main:574] : INFO : Epoch 1597 | loss: 0.0310566 | val_loss: 0.0311007 | Time: 2557.33 ms
[2021-07-04 08:13:49 main:574] : INFO : Epoch 1598 | loss: 0.0310525 | val_loss: 0.0310901 | Time: 2573.35 ms
[2021-07-04 08:13:52 main:574] : INFO : Epoch 1599 | loss: 0.0310552 | val_loss: 0.0310912 | Time: 2551.6 ms
[2021-07-04 08:13:54 main:574] : INFO : Epoch 1600 | loss: 0.0310625 | val_loss: 0.0310894 | Time: 2527.42 ms
[2021-07-04 08:13:57 main:574] : INFO : Epoch 1601 | loss: 0.031059 | val_loss: 0.031086 | Time: 2532.54 ms
[2021-07-04 08:13:59 main:574] : INFO : Epoch 1602 | loss: 0.0310545 | val_loss: 0.0310855 | Time: 2512.25 ms
[2021-07-04 08:14:02 main:574] : INFO : Epoch 1603 | loss: 0.0310516 | val_loss: 0.0310855 | Time: 2550.21 ms
[2021-07-04 08:14:04 main:574] : INFO : Epoch 1604 | loss: 0.0310529 | val_loss: 0.0310971 | Time: 2545.19 ms
[2021-07-04 08:14:07 main:574] : INFO : Epoch 1605 | loss: 0.0310591 | val_loss: 0.0310873 | Time: 2570.23 ms
[2021-07-04 08:14:09 main:574] : INFO : Epoch 1606 | loss: 0.0310536 | val_loss: 0.03109 | Time: 2550.51 ms
[2021-07-04 08:14:12 main:574] : INFO : Epoch 1607 | loss: 0.0310517 | val_loss: 0.0310886 | Time: 2582.61 ms
[2021-07-04 08:14:15 main:574] : INFO : Epoch 1608 | loss: 0.0310528 | val_loss: 0.0310944 | Time: 2552.73 ms
[2021-07-04 08:14:17 main:574] : INFO : Epoch 1609 | loss: 0.0310592 | val_loss: 0.0310886 | Time: 2574.96 ms
[2021-07-04 08:14:20 main:574] : INFO : Epoch 1610 | loss: 0.0310554 | val_loss: 0.0310851 | Time: 2506.49 ms
[2021-07-04 08:14:22 main:574] : INFO : Epoch 1611 | loss: 0.0310506 | val_loss: 0.0310866 | Time: 2589.21 ms
[2021-07-04 08:14:25 main:574] : INFO : Epoch 1612 | loss: 0.0310498 | val_loss: 0.0310842 | Time: 2526.62 ms
[2021-07-04 08:14:27 main:574] : INFO : Epoch 1613 | loss: 0.0310493 | val_loss: 0.0310846 | Time: 2603.49 ms
[2021-07-04 08:14:30 main:574] : INFO : Epoch 1614 | loss: 0.0310497 | val_loss: 0.0310878 | Time: 2556.1 ms
[2021-07-04 08:14:33 main:574] : INFO : Epoch 1615 | loss: 0.0310487 | val_loss: 0.0310865 | Time: 2508.47 ms
[2021-07-04 08:14:35 main:574] : INFO : Epoch 1616 | loss: 0.0310502 | val_loss: 0.0310917 | Time: 2542.9 ms
[2021-07-04 08:14:37 main:574] : INFO : Epoch 1617 | loss: 0.0310682 | val_loss: 0.0311014 | Time: 1797.68 ms
[2021-07-04 08:14:39 main:574] : INFO : Epoch 1618 | loss: 0.0310693 | val_loss: 0.0310985 | Time: 1754.41 ms
[2021-07-04 08:14:40 main:574] : INFO : Epoch 1619 | loss: 0.0310675 | val_loss: 0.0310836 | Time: 1792.93 ms
[2021-07-04 08:14:42 main:574] : INFO : Epoch 1620 | loss: 0.0310811 | val_loss: 0.0310962 | Time: 1775.98 ms
[2021-07-04 08:14:44 main:574] : INFO : Epoch 1621 | loss: 0.0310838 | val_loss: 0.0310965 | Time: 2175.63 ms
[2021-07-04 08:14:47 main:574] : INFO : Epoch 1622 | loss: 0.0310728 | val_loss: 0.0310838 | Time: 2526.59 ms
[2021-07-04 08:14:50 main:574] : INFO : Epoch 1623 | loss: 0.0310681 | val_loss: 0.0310822 | Time: 2543.08 ms
[2021-07-04 08:14:52 main:574] : INFO : Epoch 1624 | loss: 0.0310709 | val_loss: 0.0310837 | Time: 2468.01 ms
[2021-07-04 08:14:55 main:574] : INFO : Epoch 1625 | loss: 0.0310663 | val_loss: 0.0310819 | Time: 2546.55 ms
[2021-07-04 08:14:57 main:574] : INFO : Epoch 1626 | loss: 0.031064 | val_loss: 0.031083 | Time: 2555 ms
[2021-07-04 08:15:00 main:574] : INFO : Epoch 1627 | loss: 0.0310626 | val_loss: 0.0310849 | Time: 2573.96 ms
[2021-07-04 08:15:02 main:574] : INFO : Epoch 1628 | loss: 0.0310618 | val_loss: 0.0310861 | Time: 2571.72 ms
[2021-07-04 08:15:05 main:574] : INFO : Epoch 1629 | loss: 0.0310655 | val_loss: 0.0310818 | Time: 2544.79 ms
[2021-07-04 08:15:07 main:574] : INFO : Epoch 1630 | loss: 0.0310641 | val_loss: 0.0310825 | Time: 2540.45 ms
[2021-07-04 08:15:10 main:574] : INFO : Epoch 1631 | loss: 0.0310612 | val_loss: 0.0310877 | Time: 2558.41 ms
[2021-07-04 08:15:12 main:574] : INFO : Epoch 1632 | loss: 0.0310628 | val_loss: 0.0310875 | Time: 2465.68 ms
[2021-07-04 08:15:15 main:574] : INFO : Epoch 1633 | loss: 0.0310671 | val_loss: 0.0310837 | Time: 2568.55 ms
[2021-07-04 08:15:18 main:574] : INFO : Epoch 1634 | loss: 0.0310625 | val_loss: 0.0310831 | Time: 2578.97 ms
[2021-07-04 08:15:20 main:574] : INFO : Epoch 1635 | loss: 0.0310618 | val_loss: 0.0310845 | Time: 2506.65 ms
[2021-07-04 08:15:23 main:574] : INFO : Epoch 1636 | loss: 0.0310604 | val_loss: 0.0310784 | Time: 2571.55 ms
[2021-07-04 08:15:25 main:574] : INFO : Epoch 1637 | loss: 0.031057 | val_loss: 0.0310827 | Time: 2557.24 ms
[2021-07-04 08:15:28 main:574] : INFO : Epoch 1638 | loss: 0.0310561 | val_loss: 0.0310894 | Time: 2600.51 ms
[2021-07-04 08:15:30 main:574] : INFO : Epoch 1639 | loss: 0.0310601 | val_loss: 0.0310811 | Time: 2582.15 ms
[2021-07-04 08:15:33 main:574] : INFO : Epoch 1640 | loss: 0.0310614 | val_loss: 0.0310816 | Time: 2576.31 ms
[2021-07-04 08:15:36 main:574] : INFO : Epoch 1641 | loss: 0.0310577 | val_loss: 0.0310794 | Time: 2577.12 ms
[2021-07-04 08:15:38 main:574] : INFO : Epoch 1642 | loss: 0.0310589 | val_loss: 0.0310827 | Time: 2525.42 ms
[2021-07-04 08:15:41 main:574] : INFO : Epoch 1643 | loss: 0.0310565 | val_loss: 0.0310803 | Time: 2516.75 ms
[2021-07-04 08:15:43 main:574] : INFO : Epoch 1644 | loss: 0.0310569 | val_loss: 0.0310814 | Time: 2571.58 ms
[2021-07-04 08:15:46 main:574] : INFO : Epoch 1645 | loss: 0.0310553 | val_loss: 0.0310847 | Time: 2609.89 ms
[2021-07-04 08:15:48 main:574] : INFO : Epoch 1646 | loss: 0.0310564 | val_loss: 0.0310838 | Time: 2536.79 ms
[2021-07-04 08:15:51 main:574] : INFO : Epoch 1647 | loss: 0.0310581 | val_loss: 0.0310824 | Time: 2554.15 ms
[2021-07-04 08:15:53 main:574] : INFO : Epoch 1648 | loss: 0.0310811 | val_loss: 0.0311206 | Time: 2531.06 ms
[2021-07-04 08:15:56 main:574] : INFO : Epoch 1649 | loss: 0.0311275 | val_loss: 0.0311233 | Time: 2580.91 ms
[2021-07-04 08:15:59 main:574] : INFO : Epoch 1650 | loss: 0.0311231 | val_loss: 0.0311163 | Time: 2585.28 ms
[2021-07-04 08:16:01 main:574] : INFO : Epoch 1651 | loss: 0.0311129 | val_loss: 0.0311106 | Time: 2578.41 ms
[2021-07-04 08:16:04 main:574] : INFO : Epoch 1652 | loss: 0.0311068 | val_loss: 0.0311098 | Time: 2623.65 ms
[2021-07-04 08:16:06 main:574] : INFO : Epoch 1653 | loss: 0.0311038 | val_loss: 0.0311054 | Time: 2541.96 ms
[2021-07-04 08:16:09 main:574] : INFO : Epoch 1654 | loss: 0.0310994 | val_loss: 0.0311044 | Time: 2534.31 ms
[2021-07-04 08:16:11 main:574] : INFO : Epoch 1655 | loss: 0.0310941 | val_loss: 0.031098 | Time: 2517.6 ms
[2021-07-04 08:16:14 main:574] : INFO : Epoch 1656 | loss: 0.0310909 | val_loss: 0.0311008 | Time: 2617.43 ms
[2021-07-04 08:16:17 main:574] : INFO : Epoch 1657 | loss: 0.0310888 | val_loss: 0.0310925 | Time: 2571.16 ms
[2021-07-04 08:16:19 main:574] : INFO : Epoch 1658 | loss: 0.0310837 | val_loss: 0.0310901 | Time: 2659.89 ms
[2021-07-04 08:16:22 main:574] : INFO : Epoch 1659 | loss: 0.0310823 | val_loss: 0.0310885 | Time: 2547.75 ms
[2021-07-04 08:16:24 main:574] : INFO : Epoch 1660 | loss: 0.0310825 | val_loss: 0.031092 | Time: 2620.79 ms
[2021-07-04 08:16:27 main:574] : INFO : Epoch 1661 | loss: 0.0310818 | val_loss: 0.0310892 | Time: 2587.9 ms
[2021-07-04 08:16:30 main:574] : INFO : Epoch 1662 | loss: 0.0310764 | val_loss: 0.0310906 | Time: 2548.39 ms
[2021-07-04 08:16:32 main:574] : INFO : Epoch 1663 | loss: 0.0310755 | val_loss: 0.0310875 | Time: 2542.1 ms
[2021-07-04 08:16:35 main:574] : INFO : Epoch 1664 | loss: 0.0310727 | val_loss: 0.0310857 | Time: 2612.17 ms
[2021-07-04 08:16:37 main:574] : INFO : Epoch 1665 | loss: 0.0310706 | val_loss: 0.03109 | Time: 2555.57 ms
[2021-07-04 08:16:40 main:574] : INFO : Epoch 1666 | loss: 0.0310693 | val_loss: 0.0310866 | Time: 2615.3 ms
[2021-07-04 08:16:43 main:574] : INFO : Epoch 1667 | loss: 0.0310664 | val_loss: 0.0310863 | Time: 2558.05 ms
[2021-07-04 08:16:45 main:574] : INFO : Epoch 1668 | loss: 0.0310671 | val_loss: 0.0310885 | Time: 2578.65 ms
[2021-07-04 08:16:48 main:574] : INFO : Epoch 1669 | loss: 0.0310666 | val_loss: 0.031089 | Time: 2548.26 ms
[2021-07-04 08:16:50 main:574] : INFO : Epoch 1670 | loss: 0.0310655 | val_loss: 0.031089 | Time: 2526.18 ms
[2021-07-04 08:16:53 main:574] : INFO : Epoch 1671 | loss: 0.0310659 | val_loss: 0.0310819 | Time: 2567.42 ms
[2021-07-04 08:16:55 main:574] : INFO : Epoch 1672 | loss: 0.031065 | val_loss: 0.0310834 | Time: 2623.48 ms
[2021-07-04 08:16:58 main:574] : INFO : Epoch 1673 | loss: 0.0310679 | val_loss: 0.0310923 | Time: 2590.12 ms
[2021-07-04 08:17:01 main:574] : INFO : Epoch 1674 | loss: 0.0310654 | val_loss: 0.0310859 | Time: 2591.71 ms
[2021-07-04 08:17:03 main:574] : INFO : Epoch 1675 | loss: 0.0310608 | val_loss: 0.0310849 | Time: 2583.01 ms
[2021-07-04 08:17:06 main:574] : INFO : Epoch 1676 | loss: 0.0310613 | val_loss: 0.0310822 | Time: 2567.76 ms
[2021-07-04 08:17:08 main:574] : INFO : Epoch 1677 | loss: 0.0310618 | val_loss: 0.031086 | Time: 2580.51 ms
[2021-07-04 08:17:11 main:574] : INFO : Epoch 1678 | loss: 0.03106 | val_loss: 0.0310869 | Time: 2516.07 ms
[2021-07-04 08:17:13 main:574] : INFO : Epoch 1679 | loss: 0.0310618 | val_loss: 0.0310803 | Time: 2567.1 ms
[2021-07-04 08:17:16 main:574] : INFO : Epoch 1680 | loss: 0.0310653 | val_loss: 0.0310813 | Time: 2527.79 ms
[2021-07-04 08:17:19 main:574] : INFO : Epoch 1681 | loss: 0.0310605 | val_loss: 0.0310813 | Time: 2563.66 ms
[2021-07-04 08:17:21 main:574] : INFO : Epoch 1682 | loss: 0.0310614 | val_loss: 0.0310799 | Time: 2546.21 ms
[2021-07-04 08:17:24 main:574] : INFO : Epoch 1683 | loss: 0.0310626 | val_loss: 0.0310877 | Time: 2496.83 ms
[2021-07-04 08:17:26 main:574] : INFO : Epoch 1684 | loss: 0.0310627 | val_loss: 0.0310801 | Time: 2596.43 ms
[2021-07-04 08:17:29 main:574] : INFO : Epoch 1685 | loss: 0.0310578 | val_loss: 0.0310798 | Time: 2565.54 ms
[2021-07-04 08:17:31 main:574] : INFO : Epoch 1686 | loss: 0.0310581 | val_loss: 0.0310771 | Time: 2573.37 ms
[2021-07-04 08:17:34 main:574] : INFO : Epoch 1687 | loss: 0.0310566 | val_loss: 0.0310793 | Time: 2510.58 ms
[2021-07-04 08:17:37 main:574] : INFO : Epoch 1688 | loss: 0.0310562 | val_loss: 0.0310801 | Time: 2640.36 ms
[2021-07-04 08:17:39 main:574] : INFO : Epoch 1689 | loss: 0.031056 | val_loss: 0.0310756 | Time: 2486.93 ms
[2021-07-04 08:17:42 main:574] : INFO : Epoch 1690 | loss: 0.0310571 | val_loss: 0.0310812 | Time: 2566.73 ms
[2021-07-04 08:17:44 main:574] : INFO : Epoch 1691 | loss: 0.0310658 | val_loss: 0.0310805 | Time: 2581.19 ms
[2021-07-04 08:17:47 main:574] : INFO : Epoch 1692 | loss: 0.0310694 | val_loss: 0.0310913 | Time: 2516.93 ms
[2021-07-04 08:17:49 main:574] : INFO : Epoch 1693 | loss: 0.0310708 | val_loss: 0.0310905 | Time: 2562.06 ms
[2021-07-04 08:17:52 main:574] : INFO : Epoch 1694 | loss: 0.0310658 | val_loss: 0.0310841 | Time: 2563.62 ms
[2021-07-04 08:17:54 main:574] : INFO : Epoch 1695 | loss: 0.0310613 | val_loss: 0.0310808 | Time: 2619.43 ms
[2021-07-04 08:17:57 main:574] : INFO : Epoch 1696 | loss: 0.03106 | val_loss: 0.031078 | Time: 2527.63 ms
[2021-07-04 08:18:00 main:574] : INFO : Epoch 1697 | loss: 0.0310606 | val_loss: 0.0310807 | Time: 2574.64 ms
[2021-07-04 08:18:02 main:574] : INFO : Epoch 1698 | loss: 0.0310704 | val_loss: 0.0310827 | Time: 2630.63 ms
[2021-07-04 08:18:05 main:574] : INFO : Epoch 1699 | loss: 0.0310738 | val_loss: 0.0311019 | Time: 2559.64 ms
[2021-07-04 08:18:07 main:574] : INFO : Epoch 1700 | loss: 0.0310983 | val_loss: 0.0311301 | Time: 2546.82 ms
[2021-07-04 08:18:10 main:574] : INFO : Epoch 1701 | loss: 0.031134 | val_loss: 0.0311373 | Time: 2561.07 ms
[2021-07-04 08:18:12 main:574] : INFO : Epoch 1702 | loss: 0.0311388 | val_loss: 0.0311375 | Time: 2556.19 ms
[2021-07-04 08:18:15 main:574] : INFO : Epoch 1703 | loss: 0.0311391 | val_loss: 0.0311485 | Time: 2488.75 ms
[2021-07-04 08:18:18 main:574] : INFO : Epoch 1704 | loss: 0.031148 | val_loss: 0.031158 | Time: 2598.59 ms
[2021-07-04 08:18:20 main:574] : INFO : Epoch 1705 | loss: 0.0311504 | val_loss: 0.0311506 | Time: 2544.15 ms
[2021-07-04 08:18:23 main:574] : INFO : Epoch 1706 | loss: 0.0311428 | val_loss: 0.0311456 | Time: 2581.75 ms
[2021-07-04 08:18:25 main:574] : INFO : Epoch 1707 | loss: 0.0311406 | val_loss: 0.0311433 | Time: 2636.48 ms
[2021-07-04 08:18:28 main:574] : INFO : Epoch 1708 | loss: 0.0311395 | val_loss: 0.0311431 | Time: 2569.41 ms
[2021-07-04 08:18:30 main:574] : INFO : Epoch 1709 | loss: 0.0311374 | val_loss: 0.0311406 | Time: 2584.57 ms
[2021-07-04 08:18:33 main:574] : INFO : Epoch 1710 | loss: 0.0311339 | val_loss: 0.0311397 | Time: 2509.4 ms
[2021-07-04 08:18:36 main:574] : INFO : Epoch 1711 | loss: 0.0311329 | val_loss: 0.0311421 | Time: 2553.55 ms
[2021-07-04 08:18:38 main:574] : INFO : Epoch 1712 | loss: 0.0311321 | val_loss: 0.0311388 | Time: 2529.64 ms
[2021-07-04 08:18:41 main:574] : INFO : Epoch 1713 | loss: 0.0311309 | val_loss: 0.0311442 | Time: 2558.02 ms
[2021-07-04 08:18:43 main:574] : INFO : Epoch 1714 | loss: 0.0311299 | val_loss: 0.0311391 | Time: 2587.67 ms
[2021-07-04 08:18:46 main:574] : INFO : Epoch 1715 | loss: 0.0311312 | val_loss: 0.0311369 | Time: 2591.39 ms
[2021-07-04 08:18:48 main:574] : INFO : Epoch 1716 | loss: 0.0311311 | val_loss: 0.0311354 | Time: 2533.4 ms
[2021-07-04 08:18:51 main:574] : INFO : Epoch 1717 | loss: 0.031128 | val_loss: 0.0311415 | Time: 2544.4 ms
[2021-07-04 08:18:53 main:574] : INFO : Epoch 1718 | loss: 0.0311294 | val_loss: 0.0311364 | Time: 2525.6 ms
[2021-07-04 08:18:56 main:574] : INFO : Epoch 1719 | loss: 0.0311275 | val_loss: 0.0311378 | Time: 2478 ms
[2021-07-04 08:18:58 main:574] : INFO : Epoch 1720 | loss: 0.0311273 | val_loss: 0.0311379 | Time: 2510.36 ms
[2021-07-04 08:19:01 main:574] : INFO : Epoch 1721 | loss: 0.0311261 | val_loss: 0.0311384 | Time: 2557.27 ms
[2021-07-04 08:19:04 main:574] : INFO : Epoch 1722 | loss: 0.0311258 | val_loss: 0.0311365 | Time: 2535.72 ms
[2021-07-04 08:19:06 main:574] : INFO : Epoch 1723 | loss: 0.0311236 | val_loss: 0.0311369 | Time: 2516.67 ms
[2021-07-04 08:19:09 main:574] : INFO : Epoch 1724 | loss: 0.0311251 | val_loss: 0.0311391 | Time: 2487.35 ms
[2021-07-04 08:19:11 main:574] : INFO : Epoch 1725 | loss: 0.0311245 | val_loss: 0.031135 | Time: 2580.02 ms
[2021-07-04 08:19:14 main:574] : INFO : Epoch 1726 | loss: 0.0311245 | val_loss: 0.0311383 | Time: 2534.44 ms
[2021-07-04 08:19:16 main:574] : INFO : Epoch 1727 | loss: 0.0311277 | val_loss: 0.0311397 | Time: 2576.29 ms
[2021-07-04 08:19:19 main:574] : INFO : Epoch 1728 | loss: 0.0311245 | val_loss: 0.0311364 | Time: 2581.46 ms
[2021-07-04 08:19:21 main:574] : INFO : Epoch 1729 | loss: 0.0311237 | val_loss: 0.0311365 | Time: 2535.49 ms
[2021-07-04 08:19:24 main:574] : INFO : Epoch 1730 | loss: 0.0311222 | val_loss: 0.0311341 | Time: 2560.39 ms
[2021-07-04 08:19:27 main:574] : INFO : Epoch 1731 | loss: 0.0311215 | val_loss: 0.0311359 | Time: 2519.8 ms
[2021-07-04 08:19:29 main:574] : INFO : Epoch 1732 | loss: 0.0311207 | val_loss: 0.0311359 | Time: 2567.65 ms
[2021-07-04 08:19:32 main:574] : INFO : Epoch 1733 | loss: 0.0311213 | val_loss: 0.0311347 | Time: 2601.2 ms
[2021-07-04 08:19:34 main:574] : INFO : Epoch 1734 | loss: 0.0311238 | val_loss: 0.0311343 | Time: 2599.19 ms
[2021-07-04 08:19:37 main:574] : INFO : Epoch 1735 | loss: 0.0311239 | val_loss: 0.0311339 | Time: 2514.85 ms
[2021-07-04 08:19:39 main:574] : INFO : Epoch 1736 | loss: 0.0311194 | val_loss: 0.0311298 | Time: 2603.55 ms
[2021-07-04 08:19:42 main:574] : INFO : Epoch 1737 | loss: 0.03112 | val_loss: 0.0311346 | Time: 2553.41 ms
[2021-07-04 08:19:45 main:574] : INFO : Epoch 1738 | loss: 0.0311179 | val_loss: 0.0311351 | Time: 2561.59 ms
[2021-07-04 08:19:47 main:574] : INFO : Epoch 1739 | loss: 0.0311153 | val_loss: 0.0311287 | Time: 2520.99 ms
[2021-07-04 08:19:50 main:574] : INFO : Epoch 1740 | loss: 0.0311146 | val_loss: 0.0311299 | Time: 2596.75 ms
[2021-07-04 08:19:52 main:574] : INFO : Epoch 1741 | loss: 0.0311176 | val_loss: 0.0311319 | Time: 2587.25 ms
[2021-07-04 08:19:55 main:574] : INFO : Epoch 1742 | loss: 0.0311197 | val_loss: 0.0311256 | Time: 2571.97 ms
[2021-07-04 08:19:57 main:574] : INFO : Epoch 1743 | loss: 0.0311166 | val_loss: 0.0311269 | Time: 2535 ms
[2021-07-04 08:20:00 main:574] : INFO : Epoch 1744 | loss: 0.0311141 | val_loss: 0.0311246 | Time: 2549.58 ms
[2021-07-04 08:20:02 main:574] : INFO : Epoch 1745 | loss: 0.0311152 | val_loss: 0.0311262 | Time: 2469.22 ms
[2021-07-04 08:20:05 main:574] : INFO : Epoch 1746 | loss: 0.0311159 | val_loss: 0.0311322 | Time: 2560.76 ms
[2021-07-04 08:20:08 main:574] : INFO : Epoch 1747 | loss: 0.0311136 | val_loss: 0.0311255 | Time: 2553.75 ms
[2021-07-04 08:20:10 main:574] : INFO : Epoch 1748 | loss: 0.0311109 | val_loss: 0.0311257 | Time: 2572.11 ms
[2021-07-04 08:20:13 main:574] : INFO : Epoch 1749 | loss: 0.0311107 | val_loss: 0.0311246 | Time: 2538.02 ms
[2021-07-04 08:20:15 main:574] : INFO : Epoch 1750 | loss: 0.0311111 | val_loss: 0.0311278 | Time: 2565.71 ms
[2021-07-04 08:20:18 main:574] : INFO : Epoch 1751 | loss: 0.0311104 | val_loss: 0.0311264 | Time: 2537.32 ms
[2021-07-04 08:20:20 main:574] : INFO : Epoch 1752 | loss: 0.0311083 | val_loss: 0.0311276 | Time: 2514.45 ms
[2021-07-04 08:20:23 main:574] : INFO : Epoch 1753 | loss: 0.0311079 | val_loss: 0.0311252 | Time: 2553.76 ms
[2021-07-04 08:20:25 main:574] : INFO : Epoch 1754 | loss: 0.0311099 | val_loss: 0.0311248 | Time: 2593.45 ms
[2021-07-04 08:20:28 main:574] : INFO : Epoch 1755 | loss: 0.031109 | val_loss: 0.0311276 | Time: 2582.65 ms
[2021-07-04 08:20:31 main:574] : INFO : Epoch 1756 | loss: 0.0311084 | val_loss: 0.0311279 | Time: 2513.6 ms
[2021-07-04 08:20:33 main:574] : INFO : Epoch 1757 | loss: 0.0311111 | val_loss: 0.0311312 | Time: 2560.18 ms
[2021-07-04 08:20:36 main:574] : INFO : Epoch 1758 | loss: 0.031109 | val_loss: 0.0311259 | Time: 2543.6 ms
[2021-07-04 08:20:38 main:574] : INFO : Epoch 1759 | loss: 0.0311076 | val_loss: 0.0311256 | Time: 2535.46 ms
[2021-07-04 08:20:41 main:574] : INFO : Epoch 1760 | loss: 0.0311081 | val_loss: 0.0311264 | Time: 2558.95 ms
[2021-07-04 08:20:43 main:574] : INFO : Epoch 1761 | loss: 0.0311066 | val_loss: 0.0311226 | Time: 2565.28 ms
[2021-07-04 08:20:46 main:574] : INFO : Epoch 1762 | loss: 0.0311076 | val_loss: 0.0311231 | Time: 2606.69 ms
[2021-07-04 08:20:49 main:574] : INFO : Epoch 1763 | loss: 0.0311081 | val_loss: 0.0311269 | Time: 2562.87 ms
[2021-07-04 08:20:51 main:574] : INFO : Epoch 1764 | loss: 0.0311067 | val_loss: 0.0311229 | Time: 2579.17 ms
[2021-07-04 08:20:54 main:574] : INFO : Epoch 1765 | loss: 0.0311069 | val_loss: 0.0311307 | Time: 2574.76 ms
[2021-07-04 08:20:56 main:574] : INFO : Epoch 1766 | loss: 0.0311087 | val_loss: 0.0311239 | Time: 2579.65 ms
[2021-07-04 08:20:59 main:574] : INFO : Epoch 1767 | loss: 0.031106 | val_loss: 0.0311228 | Time: 2624.75 ms
[2021-07-04 08:21:02 main:574] : INFO : Epoch 1768 | loss: 0.0311057 | val_loss: 0.0311254 | Time: 2606.24 ms
[2021-07-04 08:21:04 main:574] : INFO : Epoch 1769 | loss: 0.0311057 | val_loss: 0.031122 | Time: 2494.99 ms
[2021-07-04 08:21:07 main:574] : INFO : Epoch 1770 | loss: 0.0311073 | val_loss: 0.0311243 | Time: 2540.18 ms
[2021-07-04 08:21:09 main:574] : INFO : Epoch 1771 | loss: 0.0311067 | val_loss: 0.0311175 | Time: 2545.28 ms
[2021-07-04 08:21:12 main:574] : INFO : Epoch 1772 | loss: 0.0311061 | val_loss: 0.031122 | Time: 2634.38 ms
[2021-07-04 08:21:14 main:574] : INFO : Epoch 1773 | loss: 0.0311056 | val_loss: 0.0311254 | Time: 2523.51 ms
[2021-07-04 08:21:17 main:574] : INFO : Epoch 1774 | loss: 0.0311064 | val_loss: 0.0311212 | Time: 2558.06 ms
[2021-07-04 08:21:19 main:574] : INFO : Epoch 1775 | loss: 0.031106 | val_loss: 0.0311213 | Time: 2595.83 ms
[2021-07-04 08:21:22 main:574] : INFO : Epoch 1776 | loss: 0.0311075 | val_loss: 0.0311237 | Time: 2484.82 ms
[2021-07-04 08:21:25 main:574] : INFO : Epoch 1777 | loss: 0.0311104 | val_loss: 0.0311367 | Time: 2579.43 ms
[2021-07-04 08:21:27 main:574] : INFO : Epoch 1778 | loss: 0.031108 | val_loss: 0.031122 | Time: 2611.49 ms
[2021-07-04 08:21:30 main:574] : INFO : Epoch 1779 | loss: 0.0311045 | val_loss: 0.0311184 | Time: 2559.33 ms
[2021-07-04 08:21:32 main:574] : INFO : Epoch 1780 | loss: 0.0311034 | val_loss: 0.0311179 | Time: 2612.11 ms
[2021-07-04 08:21:35 main:574] : INFO : Epoch 1781 | loss: 0.0311023 | val_loss: 0.0311186 | Time: 2537.98 ms
[2021-07-04 08:21:37 main:574] : INFO : Epoch 1782 | loss: 0.0311038 | val_loss: 0.031116 | Time: 2571.2 ms
[2021-07-04 08:21:40 main:574] : INFO : Epoch 1783 | loss: 0.0311039 | val_loss: 0.0311212 | Time: 2534.65 ms
[2021-07-04 08:21:43 main:574] : INFO : Epoch 1784 | loss: 0.0311075 | val_loss: 0.0311209 | Time: 2507.74 ms
[2021-07-04 08:21:45 main:574] : INFO : Epoch 1785 | loss: 0.031106 | val_loss: 0.0311209 | Time: 2511.33 ms
[2021-07-04 08:21:48 main:574] : INFO : Epoch 1786 | loss: 0.0311039 | val_loss: 0.031122 | Time: 2602.73 ms
[2021-07-04 08:21:50 main:574] : INFO : Epoch 1787 | loss: 0.0311037 | val_loss: 0.0311223 | Time: 2521.06 ms
[2021-07-04 08:21:53 main:574] : INFO : Epoch 1788 | loss: 0.0311021 | val_loss: 0.0311208 | Time: 2568.88 ms
[2021-07-04 08:21:55 main:574] : INFO : Epoch 1789 | loss: 0.0311022 | val_loss: 0.0311245 | Time: 2512.91 ms
[2021-07-04 08:21:58 main:574] : INFO : Epoch 1790 | loss: 0.0311019 | val_loss: 0.0311202 | Time: 2541.77 ms
[2021-07-04 08:22:00 main:574] : INFO : Epoch 1791 | loss: 0.0311009 | val_loss: 0.031133 | Time: 2536.82 ms
[2021-07-04 08:22:03 main:574] : INFO : Epoch 1792 | loss: 0.0311044 | val_loss: 0.0311173 | Time: 2540.45 ms
[2021-07-04 08:22:05 main:574] : INFO : Epoch 1793 | loss: 0.0310989 | val_loss: 0.0311171 | Time: 2558.02 ms
[2021-07-04 08:22:08 main:574] : INFO : Epoch 1794 | loss: 0.0310979 | val_loss: 0.0311176 | Time: 2552.49 ms
[2021-07-04 08:22:11 main:574] : INFO : Epoch 1795 | loss: 0.0310988 | val_loss: 0.031116 | Time: 2528.23 ms
[2021-07-04 08:22:13 main:574] : INFO : Epoch 1796 | loss: 0.031099 | val_loss: 0.0311231 | Time: 2610.08 ms
[2021-07-04 08:22:16 main:574] : INFO : Epoch 1797 | loss: 0.0310972 | val_loss: 0.0311154 | Time: 2550.25 ms
[2021-07-04 08:22:18 main:574] : INFO : Epoch 1798 | loss: 0.0310981 | val_loss: 0.0311187 | Time: 2605.04 ms
[2021-07-04 08:22:21 main:574] : INFO : Epoch 1799 | loss: 0.0310995 | val_loss: 0.0311185 | Time: 2564.03 ms
[2021-07-04 08:22:23 main:574] : INFO : Epoch 1800 | loss: 0.0310998 | val_loss: 0.0311236 | Time: 2531.99 ms
[2021-07-04 08:22:26 main:574] : INFO : Epoch 1801 | loss: 0.0310997 | val_loss: 0.0311199 | Time: 2543.59 ms
[2021-07-04 08:22:29 main:574] : INFO : Epoch 1802 | loss: 0.031098 | val_loss: 0.0311186 | Time: 2536.31 ms
[2021-07-04 08:22:31 main:574] : INFO : Epoch 1803 | loss: 0.0311011 | val_loss: 0.0311211 | Time: 2529.41 ms
[2021-07-04 08:22:34 main:574] : INFO : Epoch 1804 | loss: 0.0311022 | val_loss: 0.0311179 | Time: 2529.19 ms
[2021-07-04 08:22:36 main:574] : INFO : Epoch 1805 | loss: 0.031102 | val_loss: 0.0311156 | Time: 2608.45 ms
[2021-07-04 08:22:39 main:574] : INFO : Epoch 1806 | loss: 0.0310958 | val_loss: 0.0311162 | Time: 2574.81 ms
[2021-07-04 08:22:41 main:574] : INFO : Epoch 1807 | loss: 0.0310938 | val_loss: 0.0311185 | Time: 2538.09 ms
[2021-07-04 08:22:44 main:574] : INFO : Epoch 1808 | loss: 0.0310941 | val_loss: 0.0311138 | Time: 2455.24 ms
[2021-07-04 08:22:46 main:574] : INFO : Epoch 1809 | loss: 0.0310948 | val_loss: 0.0311168 | Time: 2566.82 ms
[2021-07-04 08:22:49 main:574] : INFO : Epoch 1810 | loss: 0.0310959 | val_loss: 0.0311168 | Time: 2537.84 ms
[2021-07-04 08:22:51 main:574] : INFO : Epoch 1811 | loss: 0.0310946 | val_loss: 0.0311158 | Time: 2512.58 ms
[2021-07-04 08:22:54 main:574] : INFO : Epoch 1812 | loss: 0.0310942 | val_loss: 0.0311129 | Time: 2535.87 ms
[2021-07-04 08:22:57 main:574] : INFO : Epoch 1813 | loss: 0.0310926 | val_loss: 0.031118 | Time: 2568.85 ms
[2021-07-04 08:22:59 main:574] : INFO : Epoch 1814 | loss: 0.0310925 | val_loss: 0.0311184 | Time: 2574.47 ms
[2021-07-04 08:23:02 main:574] : INFO : Epoch 1815 | loss: 0.0310916 | val_loss: 0.0311155 | Time: 2560.27 ms
[2021-07-04 08:23:04 main:574] : INFO : Epoch 1816 | loss: 0.0310911 | val_loss: 0.0311216 | Time: 2588.45 ms
[2021-07-04 08:23:07 main:574] : INFO : Epoch 1817 | loss: 0.0310912 | val_loss: 0.0311122 | Time: 2564.29 ms
[2021-07-04 08:23:09 main:574] : INFO : Epoch 1818 | loss: 0.0310886 | val_loss: 0.0311118 | Time: 2587.2 ms
[2021-07-04 08:23:12 main:574] : INFO : Epoch 1819 | loss: 0.0310878 | val_loss: 0.0311156 | Time: 2587.31 ms
[2021-07-04 08:23:15 main:574] : INFO : Epoch 1820 | loss: 0.0310886 | val_loss: 0.0311193 | Time: 2542.96 ms
[2021-07-04 08:23:17 main:574] : INFO : Epoch 1821 | loss: 0.0310901 | val_loss: 0.0311143 | Time: 2486.14 ms
[2021-07-04 08:23:20 main:574] : INFO : Epoch 1822 | loss: 0.0310876 | val_loss: 0.0311159 | Time: 2549.86 ms
[2021-07-04 08:23:22 main:574] : INFO : Epoch 1823 | loss: 0.0310871 | val_loss: 0.0311212 | Time: 2554.71 ms
[2021-07-04 08:23:25 main:574] : INFO : Epoch 1824 | loss: 0.0310883 | val_loss: 0.0311183 | Time: 2533.13 ms
[2021-07-04 08:23:27 main:574] : INFO : Epoch 1825 | loss: 0.0310892 | val_loss: 0.0311186 | Time: 2541.96 ms
[2021-07-04 08:23:30 main:574] : INFO : Epoch 1826 | loss: 0.0310864 | val_loss: 0.0311117 | Time: 2574.59 ms
[2021-07-04 08:23:32 main:574] : INFO : Epoch 1827 | loss: 0.0310862 | val_loss: 0.031113 | Time: 2574.85 ms
[2021-07-04 08:23:35 main:574] : INFO : Epoch 1828 | loss: 0.0310856 | val_loss: 0.0311177 | Time: 2598.41 ms
[2021-07-04 08:23:38 main:574] : INFO : Epoch 1829 | loss: 0.0310868 | val_loss: 0.0311135 | Time: 2547.76 ms
[2021-07-04 08:23:40 main:574] : INFO : Epoch 1830 | loss: 0.0310833 | val_loss: 0.0311114 | Time: 2532.73 ms
[2021-07-04 08:23:43 main:574] : INFO : Epoch 1831 | loss: 0.0310829 | val_loss: 0.0311182 | Time: 2530.53 ms
[2021-07-04 08:23:45 main:574] : INFO : Epoch 1832 | loss: 0.0310838 | val_loss: 0.0311169 | Time: 2485.85 ms
[2021-07-04 08:23:48 main:574] : INFO : Epoch 1833 | loss: 0.0310842 | val_loss: 0.0311174 | Time: 2490.48 ms
[2021-07-04 08:23:50 main:574] : INFO : Epoch 1834 | loss: 0.0310865 | val_loss: 0.0311156 | Time: 2545.2 ms
[2021-07-04 08:23:53 main:574] : INFO : Epoch 1835 | loss: 0.0310877 | val_loss: 0.0311156 | Time: 2598.28 ms
[2021-07-04 08:23:55 main:574] : INFO : Epoch 1836 | loss: 0.0310828 | val_loss: 0.0311145 | Time: 2587.88 ms
[2021-07-04 08:23:58 main:574] : INFO : Epoch 1837 | loss: 0.0310813 | val_loss: 0.0311161 | Time: 2581.5 ms
[2021-07-04 08:24:01 main:574] : INFO : Epoch 1838 | loss: 0.0310807 | val_loss: 0.0311196 | Time: 2557.19 ms
[2021-07-04 08:24:03 main:574] : INFO : Epoch 1839 | loss: 0.0310829 | val_loss: 0.0311145 | Time: 2467.74 ms
[2021-07-04 08:24:05 main:574] : INFO : Epoch 1840 | loss: 0.0310812 | val_loss: 0.0311114 | Time: 1780.28 ms
[2021-07-04 08:24:07 main:574] : INFO : Epoch 1841 | loss: 0.0310801 | val_loss: 0.0311099 | Time: 1739.54 ms
[2021-07-04 08:24:08 main:574] : INFO : Epoch 1842 | loss: 0.0310819 | val_loss: 0.0311156 | Time: 1755.43 ms
[2021-07-04 08:24:10 main:574] : INFO : Epoch 1843 | loss: 0.0310798 | val_loss: 0.0311133 | Time: 1759.16 ms
[2021-07-04 08:24:12 main:574] : INFO : Epoch 1844 | loss: 0.0310794 | val_loss: 0.0311118 | Time: 2071.76 ms
[2021-07-04 08:24:15 main:574] : INFO : Epoch 1845 | loss: 0.031078 | val_loss: 0.0311113 | Time: 2582.75 ms
[2021-07-04 08:24:17 main:574] : INFO : Epoch 1846 | loss: 0.031077 | val_loss: 0.031111 | Time: 2487.12 ms
[2021-07-04 08:24:20 main:574] : INFO : Epoch 1847 | loss: 0.0310806 | val_loss: 0.0311204 | Time: 2536.47 ms
[2021-07-04 08:24:22 main:574] : INFO : Epoch 1848 | loss: 0.0310815 | val_loss: 0.0311137 | Time: 2585.31 ms
[2021-07-04 08:24:25 main:574] : INFO : Epoch 1849 | loss: 0.0310796 | val_loss: 0.0311128 | Time: 2620.52 ms
[2021-07-04 08:24:28 main:574] : INFO : Epoch 1850 | loss: 0.0310784 | val_loss: 0.031108 | Time: 2578.3 ms
[2021-07-04 08:24:30 main:574] : INFO : Epoch 1851 | loss: 0.0310802 | val_loss: 0.031115 | Time: 2519.3 ms
[2021-07-04 08:24:33 main:574] : INFO : Epoch 1852 | loss: 0.0310804 | val_loss: 0.031105 | Time: 2522.78 ms
[2021-07-04 08:24:35 main:574] : INFO : Epoch 1853 | loss: 0.031083 | val_loss: 0.0311129 | Time: 2574.63 ms
[2021-07-04 08:24:38 main:574] : INFO : Epoch 1854 | loss: 0.0310815 | val_loss: 0.0311039 | Time: 2528.95 ms
[2021-07-04 08:24:40 main:574] : INFO : Epoch 1855 | loss: 0.0310794 | val_loss: 0.031104 | Time: 2488.75 ms
[2021-07-04 08:24:43 main:574] : INFO : Epoch 1856 | loss: 0.0310783 | val_loss: 0.0311056 | Time: 2594.85 ms
[2021-07-04 08:24:45 main:574] : INFO : Epoch 1857 | loss: 0.031079 | val_loss: 0.0311023 | Time: 2551.76 ms
[2021-07-04 08:24:48 main:574] : INFO : Epoch 1858 | loss: 0.0310817 | val_loss: 0.0311031 | Time: 2520.97 ms
[2021-07-04 08:24:51 main:574] : INFO : Epoch 1859 | loss: 0.031081 | val_loss: 0.0311033 | Time: 2507.49 ms
[2021-07-04 08:24:53 main:574] : INFO : Epoch 1860 | loss: 0.0310804 | val_loss: 0.0311018 | Time: 2534.39 ms
[2021-07-04 08:24:56 main:574] : INFO : Epoch 1861 | loss: 0.0310798 | val_loss: 0.0311069 | Time: 2570.94 ms
[2021-07-04 08:24:58 main:574] : INFO : Epoch 1862 | loss: 0.0310777 | val_loss: 0.0310984 | Time: 2557.49 ms
[2021-07-04 08:25:01 main:574] : INFO : Epoch 1863 | loss: 0.0310765 | val_loss: 0.031096 | Time: 2602.47 ms
[2021-07-04 08:25:03 main:574] : INFO : Epoch 1864 | loss: 0.0310756 | val_loss: 0.0310985 | Time: 2522.43 ms
[2021-07-04 08:25:06 main:574] : INFO : Epoch 1865 | loss: 0.0310776 | val_loss: 0.0311005 | Time: 2569.54 ms
[2021-07-04 08:25:08 main:574] : INFO : Epoch 1866 | loss: 0.0310788 | val_loss: 0.0311086 | Time: 2500.17 ms
[2021-07-04 08:25:11 main:574] : INFO : Epoch 1867 | loss: 0.0310756 | val_loss: 0.0310986 | Time: 2533.22 ms
[2021-07-04 08:25:14 main:574] : INFO : Epoch 1868 | loss: 0.0310757 | val_loss: 0.0310938 | Time: 2570.42 ms
[2021-07-04 08:25:16 main:574] : INFO : Epoch 1869 | loss: 0.031074 | val_loss: 0.0310975 | Time: 2497.22 ms
[2021-07-04 08:25:19 main:574] : INFO : Epoch 1870 | loss: 0.0310731 | val_loss: 0.0310969 | Time: 2537.07 ms
[2021-07-04 08:25:21 main:574] : INFO : Epoch 1871 | loss: 0.0310708 | val_loss: 0.0310954 | Time: 2542.02 ms
[2021-07-04 08:25:24 main:574] : INFO : Epoch 1872 | loss: 0.0310712 | val_loss: 0.0310955 | Time: 2556.1 ms
[2021-07-04 08:25:26 main:574] : INFO : Epoch 1873 | loss: 0.0310735 | val_loss: 0.0310946 | Time: 2448.96 ms
[2021-07-04 08:25:29 main:574] : INFO : Epoch 1874 | loss: 0.0310785 | val_loss: 0.0310975 | Time: 2543.11 ms
[2021-07-04 08:25:31 main:574] : INFO : Epoch 1875 | loss: 0.0310791 | val_loss: 0.0310945 | Time: 2507.06 ms
[2021-07-04 08:25:34 main:574] : INFO : Epoch 1876 | loss: 0.0310777 | val_loss: 0.0310972 | Time: 2547.29 ms
[2021-07-04 08:25:36 main:574] : INFO : Epoch 1877 | loss: 0.0310752 | val_loss: 0.0310982 | Time: 2507.56 ms
[2021-07-04 08:25:39 main:574] : INFO : Epoch 1878 | loss: 0.0310758 | val_loss: 0.0310955 | Time: 2514.92 ms
[2021-07-04 08:25:41 main:574] : INFO : Epoch 1879 | loss: 0.0310742 | val_loss: 0.0310926 | Time: 2530.73 ms
[2021-07-04 08:25:44 main:574] : INFO : Epoch 1880 | loss: 0.0310747 | val_loss: 0.0310978 | Time: 2556.96 ms
[2021-07-04 08:25:46 main:574] : INFO : Epoch 1881 | loss: 0.0310748 | val_loss: 0.0310902 | Time: 2522.74 ms
[2021-07-04 08:25:49 main:574] : INFO : Epoch 1882 | loss: 0.0310741 | val_loss: 0.0310883 | Time: 2503.48 ms
[2021-07-04 08:25:51 main:574] : INFO : Epoch 1883 | loss: 0.0310745 | val_loss: 0.0310875 | Time: 2571.24 ms
[2021-07-04 08:25:54 main:574] : INFO : Epoch 1884 | loss: 0.0310701 | val_loss: 0.0310902 | Time: 2553.95 ms
[2021-07-04 08:25:57 main:574] : INFO : Epoch 1885 | loss: 0.0310689 | val_loss: 0.0310925 | Time: 2580.66 ms
[2021-07-04 08:25:59 main:574] : INFO : Epoch 1886 | loss: 0.0310689 | val_loss: 0.0310978 | Time: 2589.59 ms
[2021-07-04 08:26:02 main:574] : INFO : Epoch 1887 | loss: 0.031068 | val_loss: 0.0310905 | Time: 2540.52 ms
[2021-07-04 08:26:04 main:574] : INFO : Epoch 1888 | loss: 0.0310675 | val_loss: 0.0310909 | Time: 2533.08 ms
[2021-07-04 08:26:07 main:574] : INFO : Epoch 1889 | loss: 0.0310684 | val_loss: 0.0310956 | Time: 2589.73 ms
[2021-07-04 08:26:09 main:574] : INFO : Epoch 1890 | loss: 0.0310683 | val_loss: 0.0310925 | Time: 2564.21 ms
[2021-07-04 08:26:12 main:574] : INFO : Epoch 1891 | loss: 0.0310675 | val_loss: 0.0310927 | Time: 2527.83 ms
[2021-07-04 08:26:15 main:574] : INFO : Epoch 1892 | loss: 0.0310706 | val_loss: 0.0310959 | Time: 2544.18 ms
[2021-07-04 08:26:17 main:574] : INFO : Epoch 1893 | loss: 0.031075 | val_loss: 0.0310901 | Time: 2555.87 ms
[2021-07-04 08:26:20 main:574] : INFO : Epoch 1894 | loss: 0.031073 | val_loss: 0.0311013 | Time: 2581.9 ms
[2021-07-04 08:26:22 main:574] : INFO : Epoch 1895 | loss: 0.0310754 | val_loss: 0.03109 | Time: 2506.63 ms
[2021-07-04 08:26:25 main:574] : INFO : Epoch 1896 | loss: 0.0310709 | val_loss: 0.0310949 | Time: 2554.35 ms
[2021-07-04 08:26:27 main:574] : INFO : Epoch 1897 | loss: 0.0310679 | val_loss: 0.0310877 | Time: 2493.62 ms
[2021-07-04 08:26:30 main:574] : INFO : Epoch 1898 | loss: 0.0310667 | val_loss: 0.0310916 | Time: 2537.7 ms
[2021-07-04 08:26:32 main:574] : INFO : Epoch 1899 | loss: 0.0310681 | val_loss: 0.03109 | Time: 2486.45 ms
[2021-07-04 08:26:35 main:574] : INFO : Epoch 1900 | loss: 0.031068 | val_loss: 0.0310905 | Time: 2545.83 ms
[2021-07-04 08:26:37 main:574] : INFO : Epoch 1901 | loss: 0.0310654 | val_loss: 0.031091 | Time: 2573.35 ms
[2021-07-04 08:26:40 main:574] : INFO : Epoch 1902 | loss: 0.0310652 | val_loss: 0.0310953 | Time: 2545.56 ms
[2021-07-04 08:26:43 main:574] : INFO : Epoch 1903 | loss: 0.0310674 | val_loss: 0.0310917 | Time: 2581.97 ms
[2021-07-04 08:26:45 main:574] : INFO : Epoch 1904 | loss: 0.0310649 | val_loss: 0.0310939 | Time: 2533.7 ms
[2021-07-04 08:26:48 main:574] : INFO : Epoch 1905 | loss: 0.0310669 | val_loss: 0.0310854 | Time: 2522.88 ms
[2021-07-04 08:26:50 main:574] : INFO : Epoch 1906 | loss: 0.0310678 | val_loss: 0.0310936 | Time: 2560.68 ms
[2021-07-04 08:26:53 main:574] : INFO : Epoch 1907 | loss: 0.0310636 | val_loss: 0.0310907 | Time: 2518.49 ms
[2021-07-04 08:26:55 main:574] : INFO : Epoch 1908 | loss: 0.0310636 | val_loss: 0.0310877 | Time: 2517.87 ms
[2021-07-04 08:26:58 main:574] : INFO : Epoch 1909 | loss: 0.0310624 | val_loss: 0.0310892 | Time: 2511.47 ms
[2021-07-04 08:27:00 main:574] : INFO : Epoch 1910 | loss: 0.0310625 | val_loss: 0.0310882 | Time: 2552.06 ms
[2021-07-04 08:27:03 main:574] : INFO : Epoch 1911 | loss: 0.0310608 | val_loss: 0.0310871 | Time: 2543.64 ms
[2021-07-04 08:27:05 main:574] : INFO : Epoch 1912 | loss: 0.0310658 | val_loss: 0.0310863 | Time: 2523.95 ms
[2021-07-04 08:27:08 main:574] : INFO : Epoch 1913 | loss: 0.0310611 | val_loss: 0.0310865 | Time: 2554.98 ms
[2021-07-04 08:27:11 main:574] : INFO : Epoch 1914 | loss: 0.0310601 | val_loss: 0.0310857 | Time: 2572.28 ms
[2021-07-04 08:27:13 main:574] : INFO : Epoch 1915 | loss: 0.0310612 | val_loss: 0.0310847 | Time: 2561.02 ms
[2021-07-04 08:27:16 main:574] : INFO : Epoch 1916 | loss: 0.0310612 | val_loss: 0.0310921 | Time: 2485.44 ms
[2021-07-04 08:27:18 main:574] : INFO : Epoch 1917 | loss: 0.0310616 | val_loss: 0.0310849 | Time: 2523.18 ms
[2021-07-04 08:27:21 main:574] : INFO : Epoch 1918 | loss: 0.0310592 | val_loss: 0.0310844 | Time: 2433.12 ms
[2021-07-04 08:27:23 main:574] : INFO : Epoch 1919 | loss: 0.0310599 | val_loss: 0.0310867 | Time: 2540.49 ms
[2021-07-04 08:27:26 main:574] : INFO : Epoch 1920 | loss: 0.0310708 | val_loss: 0.0310842 | Time: 2614.04 ms
[2021-07-04 08:27:28 main:574] : INFO : Epoch 1921 | loss: 0.0310707 | val_loss: 0.031085 | Time: 2544.92 ms
[2021-07-04 08:27:31 main:574] : INFO : Epoch 1922 | loss: 0.0310666 | val_loss: 0.0310867 | Time: 2518.1 ms
[2021-07-04 08:27:33 main:574] : INFO : Epoch 1923 | loss: 0.0310651 | val_loss: 0.0310847 | Time: 2582.51 ms
[2021-07-04 08:27:36 main:574] : INFO : Epoch 1924 | loss: 0.0310645 | val_loss: 0.0310836 | Time: 2513.33 ms
[2021-07-04 08:27:38 main:574] : INFO : Epoch 1925 | loss: 0.0310641 | val_loss: 0.0310833 | Time: 2560.18 ms
[2021-07-04 08:27:41 main:574] : INFO : Epoch 1926 | loss: 0.0310653 | val_loss: 0.0310845 | Time: 2608.34 ms
[2021-07-04 08:27:44 main:574] : INFO : Epoch 1927 | loss: 0.0310646 | val_loss: 0.0310986 | Time: 2529.68 ms
[2021-07-04 08:27:46 main:574] : INFO : Epoch 1928 | loss: 0.031081 | val_loss: 0.0311335 | Time: 2532.76 ms
[2021-07-04 08:27:49 main:574] : INFO : Epoch 1929 | loss: 0.0311461 | val_loss: 0.0314168 | Time: 2481.42 ms
[2021-07-04 08:27:51 main:574] : INFO : Epoch 1930 | loss: 0.0937573 | val_loss: 0.071584 | Time: 2440.57 ms
[2021-07-04 08:27:54 main:574] : INFO : Epoch 1931 | loss: 0.0427783 | val_loss: 0.0322088 | Time: 2487.69 ms
[2021-07-04 08:27:56 main:574] : INFO : Epoch 1932 | loss: 0.032296 | val_loss: 0.031465 | Time: 2510.37 ms
[2021-07-04 08:27:59 main:574] : INFO : Epoch 1933 | loss: 0.0314668 | val_loss: 0.0312998 | Time: 2520.44 ms
[2021-07-04 08:28:01 main:574] : INFO : Epoch 1934 | loss: 0.03129 | val_loss: 0.0312698 | Time: 2516 ms
[2021-07-04 08:28:04 main:574] : INFO : Epoch 1935 | loss: 0.0312566 | val_loss: 0.0312535 | Time: 2566.82 ms
[2021-07-04 08:28:06 main:574] : INFO : Epoch 1936 | loss: 0.0312454 | val_loss: 0.0312426 | Time: 2506.28 ms
[2021-07-04 08:28:09 main:574] : INFO : Epoch 1937 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 2464.5 ms
[2021-07-04 08:28:11 main:574] : INFO : Epoch 1938 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 2586.36 ms
[2021-07-04 08:28:14 main:574] : INFO : Epoch 1939 | loss: 0.0312276 | val_loss: 0.0312276 | Time: 2558.67 ms
[2021-07-04 08:28:16 main:574] : INFO : Epoch 1940 | loss: 0.0312242 | val_loss: 0.0312241 | Time: 2485.57 ms
[2021-07-04 08:28:19 main:574] : INFO : Epoch 1941 | loss: 0.0312203 | val_loss: 0.0312203 | Time: 2539.88 ms
[2021-07-04 08:28:21 main:574] : INFO : Epoch 1942 | loss: 0.0312173 | val_loss: 0.0312174 | Time: 2556.75 ms
[2021-07-04 08:28:24 main:574] : INFO : Epoch 1943 | loss: 0.0312145 | val_loss: 0.0312156 | Time: 2596.7 ms
[2021-07-04 08:28:27 main:574] : INFO : Epoch 1944 | loss: 0.0312113 | val_loss: 0.0312114 | Time: 2548.61 ms
[2021-07-04 08:28:29 main:574] : INFO : Epoch 1945 | loss: 0.0312088 | val_loss: 0.0312096 | Time: 2538.43 ms
[2021-07-04 08:28:32 main:574] : INFO : Epoch 1946 | loss: 0.0312071 | val_loss: 0.0312057 | Time: 2499.19 ms
[2021-07-04 08:28:34 main:574] : INFO : Epoch 1947 | loss: 0.0312036 | val_loss: 0.031204 | Time: 2571.6 ms
[2021-07-04 08:28:37 main:574] : INFO : Epoch 1948 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 2558.93 ms
[2021-07-04 08:28:39 main:574] : INFO : Epoch 1949 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 2550.52 ms
[2021-07-04 08:28:42 main:574] : INFO : Epoch 1950 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 2567.96 ms
[2021-07-04 08:28:44 main:574] : INFO : Epoch 1951 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 2553.9 ms
[2021-07-04 08:28:47 main:574] : INFO : Epoch 1952 | loss: 0.0311936 | val_loss: 0.031195 | Time: 2643.37 ms
[2021-07-04 08:28:50 main:574] : INFO : Epoch 1953 | loss: 0.0311919 | val_loss: 0.031194 | Time: 2529.97 ms
[2021-07-04 08:28:52 main:574] : INFO : Epoch 1954 | loss: 0.03119 | val_loss: 0.0311918 | Time: 2570.33 ms
[2021-07-04 08:28:55 main:574] : INFO : Epoch 1955 | loss: 0.0311886 | val_loss: 0.0311905 | Time: 2485.49 ms
[2021-07-04 08:28:57 main:574] : INFO : Epoch 1956 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 2551.43 ms
[2021-07-04 08:29:00 main:574] : INFO : Epoch 1957 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 2581.89 ms
[2021-07-04 08:29:02 main:574] : INFO : Epoch 1958 | loss: 0.0311858 | val_loss: 0.0311877 | Time: 2535.16 ms
[2021-07-04 08:29:05 main:574] : INFO : Epoch 1959 | loss: 0.031186 | val_loss: 0.0311867 | Time: 2584.14 ms
[2021-07-04 08:29:08 main:574] : INFO : Epoch 1960 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 2581.11 ms
[2021-07-04 08:29:10 main:574] : INFO : Epoch 1961 | loss: 0.0311842 | val_loss: 0.0311868 | Time: 2519.35 ms
[2021-07-04 08:29:13 main:574] : INFO : Epoch 1962 | loss: 0.031184 | val_loss: 0.0311845 | Time: 2533.87 ms
[2021-07-04 08:29:15 main:574] : INFO : Epoch 1963 | loss: 0.0311818 | val_loss: 0.0311841 | Time: 2563.54 ms
[2021-07-04 08:29:18 main:574] : INFO : Epoch 1964 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 2462.76 ms
[2021-07-04 08:29:20 main:574] : INFO : Epoch 1965 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 2583.91 ms
[2021-07-04 08:29:23 main:574] : INFO : Epoch 1966 | loss: 0.0311796 | val_loss: 0.0311816 | Time: 2569.16 ms
[2021-07-04 08:29:25 main:574] : INFO : Epoch 1967 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 2526.77 ms
[2021-07-04 08:29:28 main:574] : INFO : Epoch 1968 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 2547.09 ms
[2021-07-04 08:29:30 main:574] : INFO : Epoch 1969 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 2526.04 ms
[2021-07-04 08:29:33 main:574] : INFO : Epoch 1970 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 2504.07 ms
[2021-07-04 08:29:36 main:574] : INFO : Epoch 1971 | loss: 0.0311796 | val_loss: 0.031182 | Time: 2569.24 ms
[2021-07-04 08:29:38 main:574] : INFO : Epoch 1972 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 2525.63 ms
[2021-07-04 08:29:41 main:574] : INFO : Epoch 1973 | loss: 0.0311767 | val_loss: 0.0311787 | Time: 2635.61 ms
[2021-07-04 08:29:43 main:574] : INFO : Epoch 1974 | loss: 0.0311763 | val_loss: 0.031179 | Time: 2519.84 ms
[2021-07-04 08:29:46 main:574] : INFO : Epoch 1975 | loss: 0.031176 | val_loss: 0.0311778 | Time: 2540.25 ms
[2021-07-04 08:29:48 main:574] : INFO : Epoch 1976 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 2598.26 ms
[2021-07-04 08:29:51 main:574] : INFO : Epoch 1977 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 2542.47 ms
[2021-07-04 08:29:54 main:574] : INFO : Epoch 1978 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 2504.95 ms
[2021-07-04 08:29:56 main:574] : INFO : Epoch 1979 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 2466.48 ms
[2021-07-04 08:29:59 main:574] : INFO : Epoch 1980 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 2559.25 ms
[2021-07-04 08:30:01 main:574] : INFO : Epoch 1981 | loss: 0.0311757 | val_loss: 0.0311764 | Time: 2520.96 ms
[2021-07-04 08:30:04 main:574] : INFO : Epoch 1982 | loss: 0.0311738 | val_loss: 0.031173 | Time: 2615.35 ms
[2021-07-04 08:30:06 main:574] : INFO : Epoch 1983 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 2584.19 ms
[2021-07-04 08:30:09 main:574] : INFO : Epoch 1984 | loss: 0.0311722 | val_loss: 0.0311719 | Time: 2552.58 ms
[2021-07-04 08:30:11 main:574] : INFO : Epoch 1985 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 2548.71 ms
[2021-07-04 08:30:14 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 2518.78 ms
[2021-07-04 08:30:17 main:574] : INFO : Epoch 1987 | loss: 0.0311707 | val_loss: 0.031172 | Time: 2616.7 ms
[2021-07-04 08:30:19 main:574] : INFO : Epoch 1988 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 2544.06 ms
[2021-07-04 08:30:22 main:574] : INFO : Epoch 1989 | loss: 0.0311713 | val_loss: 0.0311708 | Time: 2586.34 ms
[2021-07-04 08:30:24 main:574] : INFO : Epoch 1990 | loss: 0.0311698 | val_loss: 0.0311708 | Time: 2488.56 ms
[2021-07-04 08:30:27 main:574] : INFO : Epoch 1991 | loss: 0.0311699 | val_loss: 0.0311705 | Time: 2543.46 ms
[2021-07-04 08:30:29 main:574] : INFO : Epoch 1992 | loss: 0.03117 | val_loss: 0.03117 | Time: 2499.28 ms
[2021-07-04 08:30:32 main:574] : INFO : Epoch 1993 | loss: 0.0311697 | val_loss: 0.031172 | Time: 2527.85 ms
[2021-07-04 08:30:34 main:574] : INFO : Epoch 1994 | loss: 0.0311701 | val_loss: 0.03117 | Time: 2557.37 ms
[2021-07-04 08:30:37 main:574] : INFO : Epoch 1995 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 2467.74 ms
[2021-07-04 08:30:39 main:574] : INFO : Epoch 1996 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 2571.58 ms
[2021-07-04 08:30:42 main:574] : INFO : Epoch 1997 | loss: 0.0311686 | val_loss: 0.0311704 | Time: 2551.25 ms
[2021-07-04 08:30:44 main:574] : INFO : Epoch 1998 | loss: 0.03117 | val_loss: 0.0311769 | Time: 2496.93 ms
[2021-07-04 08:30:47 main:574] : INFO : Epoch 1999 | loss: 0.0311703 | val_loss: 0.0311691 | Time: 2516.32 ms
[2021-07-04 08:30:49 main:574] : INFO : Epoch 2000 | loss: 0.0311684 | val_loss: 0.0311686 | Time: 2494.36 ms
[2021-07-04 08:30:52 main:574] : INFO : Epoch 2001 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 2517.09 ms
[2021-07-04 08:30:55 main:574] : INFO : Epoch 2002 | loss: 0.0311686 | val_loss: 0.0311672 | Time: 2581.1 ms
[2021-07-04 08:30:57 main:574] : INFO : Epoch 2003 | loss: 0.0311673 | val_loss: 0.031168 | Time: 2488.95 ms
[2021-07-04 08:31:00 main:574] : INFO : Epoch 2004 | loss: 0.0311692 | val_loss: 0.0311673 | Time: 2540.82 ms
[2021-07-04 08:31:02 main:574] : INFO : Epoch 2005 | loss: 0.0311676 | val_loss: 0.0311695 | Time: 2525.2 ms
[2021-07-04 08:31:05 main:574] : INFO : Epoch 2006 | loss: 0.0311679 | val_loss: 0.0311682 | Time: 2514.82 ms
[2021-07-04 08:31:07 main:574] : INFO : Epoch 2007 | loss: 0.0311683 | val_loss: 0.0311678 | Time: 2510.77 ms
[2021-07-04 08:31:10 main:574] : INFO : Epoch 2008 | loss: 0.0311708 | val_loss: 0.0311711 | Time: 2500.73 ms
[2021-07-04 08:31:12 main:574] : INFO : Epoch 2009 | loss: 0.0311693 | val_loss: 0.0311687 | Time: 2579.8 ms
[2021-07-04 08:31:15 main:574] : INFO : Epoch 2010 | loss: 0.0311707 | val_loss: 0.0311685 | Time: 2515.83 ms
[2021-07-04 08:31:17 main:574] : INFO : Epoch 2011 | loss: 0.0311697 | val_loss: 0.0311687 | Time: 2527.95 ms
[2021-07-04 08:31:20 main:574] : INFO : Epoch 2012 | loss: 0.0311692 | val_loss: 0.0311687 | Time: 2502 ms
[2021-07-04 08:31:22 main:574] : INFO : Epoch 2013 | loss: 0.0311694 | val_loss: 0.031168 | Time: 2548.49 ms
[2021-07-04 08:31:25 main:574] : INFO : Epoch 2014 | loss: 0.0311679 | val_loss: 0.0311673 | Time: 2550.83 ms
[2021-07-04 08:31:27 main:574] : INFO : Epoch 2015 | loss: 0.031169 | val_loss: 0.0311688 | Time: 2541.19 ms
[2021-07-04 08:31:30 main:574] : INFO : Epoch 2016 | loss: 0.0311684 | val_loss: 0.0311692 | Time: 2506.64 ms
[2021-07-04 08:31:33 main:574] : INFO : Epoch 2017 | loss: 0.0311685 | val_loss: 0.0311679 | Time: 2541.34 ms
[2021-07-04 08:31:35 main:574] : INFO : Epoch 2018 | loss: 0.031167 | val_loss: 0.0311672 | Time: 2540.08 ms
[2021-07-04 08:31:38 main:574] : INFO : Epoch 2019 | loss: 0.0311672 | val_loss: 0.0311675 | Time: 2490.36 ms
[2021-07-04 08:31:40 main:574] : INFO : Epoch 2020 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 2541.02 ms
[2021-07-04 08:31:43 main:574] : INFO : Epoch 2021 | loss: 0.0311681 | val_loss: 0.0311673 | Time: 2490.52 ms
[2021-07-04 08:31:45 main:574] : INFO : Epoch 2022 | loss: 0.0311669 | val_loss: 0.0311679 | Time: 2532.41 ms
[2021-07-04 08:31:48 main:574] : INFO : Epoch 2023 | loss: 0.0311671 | val_loss: 0.0311684 | Time: 2494.59 ms
[2021-07-04 08:31:50 main:574] : INFO : Epoch 2024 | loss: 0.031168 | val_loss: 0.0311706 | Time: 2495.45 ms
[2021-07-04 08:31:53 main:574] : INFO : Epoch 2025 | loss: 0.0311671 | val_loss: 0.0311687 | Time: 2553.94 ms
[2021-07-04 08:31:55 main:574] : INFO : Epoch 2026 | loss: 0.0311665 | val_loss: 0.0311681 | Time: 2580.42 ms
[2021-07-04 08:31:58 main:574] : INFO : Epoch 2027 | loss: 0.0311658 | val_loss: 0.0311683 | Time: 2543.58 ms
[2021-07-04 08:32:00 main:574] : INFO : Epoch 2028 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 2546.35 ms
[2021-07-04 08:32:03 main:574] : INFO : Epoch 2029 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 2560.73 ms
[2021-07-04 08:32:06 main:574] : INFO : Epoch 2030 | loss: 0.0311653 | val_loss: 0.0311682 | Time: 2577.56 ms
[2021-07-04 08:32:08 main:574] : INFO : Epoch 2031 | loss: 0.0311657 | val_loss: 0.0311676 | Time: 2544.55 ms
[2021-07-04 08:32:11 main:574] : INFO : Epoch 2032 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 2478.95 ms
[2021-07-04 08:32:13 main:574] : INFO : Epoch 2033 | loss: 0.0311655 | val_loss: 0.0311677 | Time: 2518.38 ms
[2021-07-04 08:32:16 main:574] : INFO : Epoch 2034 | loss: 0.0311654 | val_loss: 0.0311671 | Time: 2509.41 ms
[2021-07-04 08:32:18 main:574] : INFO : Epoch 2035 | loss: 0.0311658 | val_loss: 0.0311677 | Time: 2502.11 ms
[2021-07-04 08:32:21 main:574] : INFO : Epoch 2036 | loss: 0.0311657 | val_loss: 0.0311669 | Time: 2518.56 ms
[2021-07-04 08:32:23 main:574] : INFO : Epoch 2037 | loss: 0.0311648 | val_loss: 0.0311675 | Time: 2572.51 ms
[2021-07-04 08:32:26 main:574] : INFO : Epoch 2038 | loss: 0.0311642 | val_loss: 0.0311651 | Time: 2511.45 ms
[2021-07-04 08:32:28 main:574] : INFO : Epoch 2039 | loss: 0.0311621 | val_loss: 0.0311567 | Time: 2536.71 ms
[2021-07-04 08:32:31 main:574] : INFO : Epoch 2040 | loss: 0.0311554 | val_loss: 0.0311545 | Time: 2529.38 ms
[2021-07-04 08:32:33 main:574] : INFO : Epoch 2041 | loss: 0.0311536 | val_loss: 0.0311512 | Time: 2548.97 ms
[2021-07-04 08:32:36 main:574] : INFO : Epoch 2042 | loss: 0.031152 | val_loss: 0.0311501 | Time: 2514.53 ms
[2021-07-04 08:32:38 main:574] : INFO : Epoch 2043 | loss: 0.0311512 | val_loss: 0.031151 | Time: 2513.98 ms
[2021-07-04 08:32:41 main:574] : INFO : Epoch 2044 | loss: 0.0311481 | val_loss: 0.0311451 | Time: 2581.26 ms
[2021-07-04 08:32:44 main:574] : INFO : Epoch 2045 | loss: 0.0311438 | val_loss: 0.0311427 | Time: 2535.82 ms
[2021-07-04 08:32:46 main:574] : INFO : Epoch 2046 | loss: 0.0311412 | val_loss: 0.0311401 | Time: 2521.53 ms
[2021-07-04 08:32:49 main:574] : INFO : Epoch 2047 | loss: 0.0311394 | val_loss: 0.0311376 | Time: 2499.84 ms
[2021-07-04 08:32:51 main:574] : INFO : Epoch 2048 | loss: 0.0311388 | val_loss: 0.0311368 | Time: 2487.84 ms
[2021-07-04 08:32:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311368
[2021-07-04 08:32:51 main:603] : INFO : Saving end state to config to file
[2021-07-04 08:32:51 main:608] : INFO : Success, exiting..
08:32:51 (17812): 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)