Task 12593659
| Name | ParityModified-1645993461-32469-2-0_0 |
| Workunit | 9752116 |
| Created | 6 Mar 2022, 4:20:27 UTC |
| Sent | 8 Mar 2022, 0:44:41 UTC |
| Report deadline | 16 Mar 2022, 0:44:41 UTC |
| Received | 9 Mar 2022, 9:00:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 42 min 17 sec |
| CPU time | 1 hours 39 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 03-09 08:36:18 main:574] : INFO : Epoch 1542 | loss: 0.0311564 | val_loss: 0.031165 | Time: 2654.04 ms [2022-03-09 08:36:21 main:574] : INFO : Epoch 1543 | loss: 0.0311559 | val_loss: 0.0311644 | Time: 2959.57 ms [2022-03-09 08:36:23 main:574] : INFO : Epoch 1544 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 2471.67 ms [2022-03-09 08:36:26 main:574] : INFO : Epoch 1545 | loss: 0.0311554 | val_loss: 0.031164 | Time: 2440.69 ms [2022-03-09 08:36:29 main:574] : INFO : Epoch 1546 | loss: 0.0311557 | val_loss: 0.0311638 | Time: 2662.24 ms [2022-03-09 08:36:31 main:574] : INFO : Epoch 1547 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2490.26 ms [2022-03-09 08:36:33 main:574] : INFO : Epoch 1548 | loss: 0.0311548 | val_loss: 0.0311644 | Time: 2292.27 ms [2022-03-09 08:36:36 main:574] : INFO : Epoch 1549 | loss: 0.0311544 | val_loss: 0.0311669 | Time: 2465.13 ms [2022-03-09 08:36:39 main:574] : INFO : Epoch 1550 | loss: 0.0311543 | val_loss: 0.0311661 | Time: 2852.22 ms [2022-03-09 08:36:41 main:574] : INFO : Epoch 1551 | loss: 0.0311557 | val_loss: 0.0311643 | Time: 2507.88 ms [2022-03-09 08:36:44 main:574] : INFO : Epoch 1552 | loss: 0.0311546 | val_loss: 0.031164 | Time: 2407.29 ms [2022-03-09 08:36:47 main:574] : INFO : Epoch 1553 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 2731.54 ms [2022-03-09 08:36:49 main:574] : INFO : Epoch 1554 | loss: 0.0311568 | val_loss: 0.0311643 | Time: 2307.6 ms [2022-03-09 08:36:51 main:574] : INFO : Epoch 1555 | loss: 0.0311583 | val_loss: 0.031167 | Time: 2484.23 ms [2022-03-09 08:36:54 main:574] : INFO : Epoch 1556 | loss: 0.0311581 | val_loss: 0.0311663 | Time: 2746.66 ms [2022-03-09 08:36:57 main:574] : INFO : Epoch 1557 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 2538.4 ms [2022-03-09 08:37:00 main:574] : INFO : Epoch 1558 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 2940.27 ms [2022-03-09 08:37:02 main:574] : INFO : Epoch 1559 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 2371.67 ms [2022-03-09 08:37:05 main:574] : INFO : Epoch 1560 | loss: 0.0311554 | val_loss: 0.0311654 | Time: 2428.02 ms [2022-03-09 08:37:07 main:574] : INFO : Epoch 1561 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 2562.14 ms [2022-03-09 08:37:10 main:574] : INFO : Epoch 1562 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 2386.64 ms [2022-03-09 08:37:12 main:574] : INFO : Epoch 1563 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 2729.35 ms [2022-03-09 08:37:15 main:574] : INFO : Epoch 1564 | loss: 0.0311569 | val_loss: 0.0311667 | Time: 2497.61 ms [2022-03-09 08:37:18 main:574] : INFO : Epoch 1565 | loss: 0.0311537 | val_loss: 0.031168 | Time: 2599.88 ms [2022-03-09 08:37:20 main:574] : INFO : Epoch 1566 | loss: 0.0311547 | val_loss: 0.0311709 | Time: 2470.42 ms [2022-03-09 08:37:23 main:574] : INFO : Epoch 1567 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 2615.2 ms [2022-03-09 08:37:25 main:574] : INFO : Epoch 1568 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 2339.5 ms [2022-03-09 08:37:28 main:574] : INFO : Epoch 1569 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 2510.57 ms [2022-03-09 08:37:30 main:574] : INFO : Epoch 1570 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 2540.91 ms [2022-03-09 08:37:34 main:574] : INFO : Epoch 1571 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 3868.28 ms [2022-03-09 08:37:37 main:574] : INFO : Epoch 1572 | loss: 0.0311557 | val_loss: 0.031166 | Time: 2622.9 ms [2022-03-09 08:37:39 main:574] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 2428.07 ms [2022-03-09 08:37:42 main:574] : INFO : Epoch 1574 | loss: 0.0311597 | val_loss: 0.0311656 | Time: 3023.42 ms [2022-03-09 08:37:46 main:574] : INFO : Epoch 1575 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 3822.69 ms [2022-03-09 08:37:49 main:574] : INFO : Epoch 1576 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 2548.21 ms [2022-03-09 08:37:52 main:574] : INFO : Epoch 1577 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 3512.38 ms [2022-03-09 08:37:56 main:574] : INFO : Epoch 1578 | loss: 0.0311568 | val_loss: 0.0311627 | Time: 3909.98 ms [2022-03-09 08:38:01 main:574] : INFO : Epoch 1579 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 4613.23 ms [2022-03-09 08:38:06 main:574] : INFO : Epoch 1580 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 4846.84 ms [2022-03-09 08:38:09 main:574] : INFO : Epoch 1581 | loss: 0.0311597 | val_loss: 0.0311657 | Time: 2550.87 ms [2022-03-09 08:38:11 main:574] : INFO : Epoch 1582 | loss: 0.0311614 | val_loss: 0.0311647 | Time: 2368.13 ms [2022-03-09 08:38:14 main:574] : INFO : Epoch 1583 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 2568.38 ms [2022-03-09 08:38:16 main:574] : INFO : Epoch 1584 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 2772.77 ms [2022-03-09 08:38:19 main:574] : INFO : Epoch 1585 | loss: 0.0311611 | val_loss: 0.0311672 | Time: 2746.7 ms [2022-03-09 08:38:22 main:574] : INFO : Epoch 1586 | loss: 0.0311633 | val_loss: 0.0311633 | Time: 2284.98 ms [2022-03-09 08:38:24 main:574] : INFO : Epoch 1587 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 2316.25 ms [2022-03-09 08:38:27 main:574] : INFO : Epoch 1588 | loss: 0.0311632 | val_loss: 0.031169 | Time: 2644.14 ms [2022-03-09 08:38:29 main:574] : INFO : Epoch 1589 | loss: 0.031163 | val_loss: 0.0311686 | Time: 2260.34 ms [2022-03-09 08:38:31 main:574] : INFO : Epoch 1590 | loss: 0.0311676 | val_loss: 0.0311647 | Time: 2362.44 ms [2022-03-09 08:38:34 main:574] : INFO : Epoch 1591 | loss: 0.031164 | val_loss: 0.0311629 | Time: 2414.81 ms [2022-03-09 08:38:36 main:574] : INFO : Epoch 1592 | loss: 0.0311628 | val_loss: 0.0311663 | Time: 2591.95 ms [2022-03-09 08:38:39 main:574] : INFO : Epoch 1593 | loss: 0.0311636 | val_loss: 0.0311655 | Time: 2926.43 ms [2022-03-09 08:38:42 main:574] : INFO : Epoch 1594 | loss: 0.031161 | val_loss: 0.0311674 | Time: 2340.55 ms [2022-03-09 08:38:44 main:574] : INFO : Epoch 1595 | loss: 0.0311603 | val_loss: 0.0311643 | Time: 2339.04 ms [2022-03-09 08:38:47 main:574] : INFO : Epoch 1596 | loss: 0.0311626 | val_loss: 0.0311678 | Time: 2602.85 ms [2022-03-09 08:38:49 main:574] : INFO : Epoch 1597 | loss: 0.031164 | val_loss: 0.0311661 | Time: 2331.17 ms [2022-03-09 08:38:52 main:574] : INFO : Epoch 1598 | loss: 0.0311616 | val_loss: 0.0311643 | Time: 2741.19 ms [2022-03-09 08:38:54 main:574] : INFO : Epoch 1599 | loss: 0.031161 | val_loss: 0.0311695 | Time: 2383.82 ms [2022-03-09 08:38:57 main:574] : INFO : Epoch 1600 | loss: 0.0311629 | val_loss: 0.0311691 | Time: 2462.19 ms [2022-03-09 08:38:59 main:574] : INFO : Epoch 1601 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 2328.92 ms [2022-03-09 08:39:02 main:574] : INFO : Epoch 1602 | loss: 0.0311629 | val_loss: 0.0311661 | Time: 2377.46 ms [2022-03-09 08:39:04 main:574] : INFO : Epoch 1603 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 2401.69 ms [2022-03-09 08:39:07 main:574] : INFO : Epoch 1604 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2490.95 ms [2022-03-09 08:39:09 main:574] : INFO : Epoch 1605 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 2329.99 ms [2022-03-09 08:39:11 main:574] : INFO : Epoch 1606 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2269.46 ms [2022-03-09 08:39:14 main:574] : INFO : Epoch 1607 | loss: 0.0311614 | val_loss: 0.0311665 | Time: 2285.88 ms [2022-03-09 08:39:16 main:574] : INFO : Epoch 1608 | loss: 0.0311606 | val_loss: 0.0311641 | Time: 2353.99 ms [2022-03-09 08:39:19 main:574] : INFO : Epoch 1609 | loss: 0.031158 | val_loss: 0.0311627 | Time: 2498.06 ms [2022-03-09 08:39:21 main:574] : INFO : Epoch 1610 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 2448.71 ms [2022-03-09 08:39:24 main:574] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311656 | Time: 2748.78 ms [2022-03-09 08:39:26 main:574] : INFO : Epoch 1612 | loss: 0.0311574 | val_loss: 0.0311659 | Time: 2401.07 ms [2022-03-09 08:39:29 main:574] : INFO : Epoch 1613 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 2614.42 ms [2022-03-09 08:39:31 main:574] : INFO : Epoch 1614 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 2458.33 ms [2022-03-09 08:39:34 main:574] : INFO : Epoch 1615 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 2373.51 ms [2022-03-09 08:39:36 main:574] : INFO : Epoch 1616 | loss: 0.0311608 | val_loss: 0.0311653 | Time: 2368.26 ms [2022-03-09 08:39:39 main:574] : INFO : Epoch 1617 | loss: 0.0311587 | val_loss: 0.0311641 | Time: 2378.24 ms [2022-03-09 08:39:41 main:574] : INFO : Epoch 1618 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2359.48 ms [2022-03-09 08:39:44 main:574] : INFO : Epoch 1619 | loss: 0.0311555 | val_loss: 0.0311619 | Time: 2878.08 ms [2022-03-09 08:39:47 main:574] : INFO : Epoch 1620 | loss: 0.0311574 | val_loss: 0.0311636 | Time: 2815.04 ms [2022-03-09 08:39:50 main:574] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311647 | Time: 3245.18 ms [2022-03-09 08:39:53 main:574] : INFO : Epoch 1622 | loss: 0.0311569 | val_loss: 0.0311604 | Time: 3171.28 ms [2022-03-09 08:39:56 main:574] : INFO : Epoch 1623 | loss: 0.0311556 | val_loss: 0.0311615 | Time: 2480.37 ms [2022-03-09 08:40:00 main:574] : INFO : Epoch 1624 | loss: 0.0311559 | val_loss: 0.0311612 | Time: 3884.39 ms [2022-03-09 08:40:04 main:574] : INFO : Epoch 1625 | loss: 0.031157 | val_loss: 0.0311616 | Time: 4396.01 ms [2022-03-09 08:40:07 main:574] : INFO : Epoch 1626 | loss: 0.0311529 | val_loss: 0.0311628 | Time: 2306.68 ms [2022-03-09 08:40:09 main:574] : INFO : Epoch 1627 | loss: 0.0311553 | val_loss: 0.0311615 | Time: 2361.07 ms [2022-03-09 08:40:12 main:574] : INFO : Epoch 1628 | loss: 0.0311541 | val_loss: 0.0311619 | Time: 3284.69 ms [2022-03-09 08:40:15 main:574] : INFO : Epoch 1629 | loss: 0.0311559 | val_loss: 0.0311639 | Time: 3076 ms [2022-03-09 08:40:18 main:574] : INFO : Epoch 1630 | loss: 0.0311561 | val_loss: 0.0311608 | Time: 2355.96 ms [2022-03-09 08:40:21 main:574] : INFO : Epoch 1631 | loss: 0.0311547 | val_loss: 0.0311633 | Time: 2908.22 ms [2022-03-09 08:40:23 main:574] : INFO : Epoch 1632 | loss: 0.0311533 | val_loss: 0.03116 | Time: 2490.7 ms [2022-03-09 08:40:26 main:574] : INFO : Epoch 1633 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 2518.81 ms [2022-03-09 08:40:29 main:574] : INFO : Epoch 1634 | loss: 0.0311539 | val_loss: 0.0311607 | Time: 2784.78 ms [2022-03-09 08:40:31 main:574] : INFO : Epoch 1635 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 2392.18 ms [2022-03-09 08:40:33 main:574] : INFO : Epoch 1636 | loss: 0.0311544 | val_loss: 0.0311613 | Time: 2295.09 ms [2022-03-09 08:40:36 main:574] : INFO : Epoch 1637 | loss: 0.0311537 | val_loss: 0.0311606 | Time: 2494.18 ms [2022-03-09 08:40:39 main:574] : INFO : Epoch 1638 | loss: 0.031153 | val_loss: 0.0311614 | Time: 2675.45 ms [2022-03-09 08:40:41 main:574] : INFO : Epoch 1639 | loss: 0.0311538 | val_loss: 0.0311611 | Time: 2500.6 ms [2022-03-09 08:40:44 main:574] : INFO : Epoch 1640 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 2545.38 ms [2022-03-09 08:40:46 main:574] : INFO : Epoch 1641 | loss: 0.0311535 | val_loss: 0.0311639 | Time: 2312.76 ms [2022-03-09 08:40:49 main:574] : INFO : Epoch 1642 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 2298.29 ms [2022-03-09 08:40:51 main:574] : INFO : Epoch 1643 | loss: 0.0311529 | val_loss: 0.0311613 | Time: 2337.35 ms [2022-03-09 08:40:54 main:574] : INFO : Epoch 1644 | loss: 0.0311548 | val_loss: 0.0311637 | Time: 2547.75 ms [2022-03-09 08:40:56 main:574] : INFO : Epoch 1645 | loss: 0.0311531 | val_loss: 0.0311622 | Time: 2877.69 ms [2022-03-09 08:40:59 main:574] : INFO : Epoch 1646 | loss: 0.0311531 | val_loss: 0.0311637 | Time: 2982.52 ms [2022-03-09 08:41:02 main:574] : INFO : Epoch 1647 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 2793.47 ms [2022-03-09 08:41:05 main:574] : INFO : Epoch 1648 | loss: 0.0311538 | val_loss: 0.0311597 | Time: 2410.24 ms [2022-03-09 08:41:07 main:574] : INFO : Epoch 1649 | loss: 0.0311565 | val_loss: 0.0311623 | Time: 2431.7 ms [2022-03-09 08:41:10 main:574] : INFO : Epoch 1650 | loss: 0.0311566 | val_loss: 0.0311615 | Time: 2888.63 ms [2022-03-09 08:41:14 main:574] : INFO : Epoch 1651 | loss: 0.0311558 | val_loss: 0.0311607 | Time: 4163.07 ms [2022-03-09 08:41:17 main:574] : INFO : Epoch 1652 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 2393.15 ms [2022-03-09 08:41:19 main:574] : INFO : Epoch 1653 | loss: 0.031158 | val_loss: 0.0311587 | Time: 2377.64 ms [2022-03-09 08:41:22 main:574] : INFO : Epoch 1654 | loss: 0.0311542 | val_loss: 0.0311613 | Time: 2779.79 ms [2022-03-09 08:41:24 main:574] : INFO : Epoch 1655 | loss: 0.0311614 | val_loss: 0.0311783 | Time: 2416.09 ms [2022-03-09 08:41:27 main:574] : INFO : Epoch 1656 | loss: 0.0311732 | val_loss: 0.0311716 | Time: 2461.39 ms [2022-03-09 08:41:30 main:574] : INFO : Epoch 1657 | loss: 0.0311687 | val_loss: 0.0311712 | Time: 2967.33 ms [2022-03-09 08:41:33 main:574] : INFO : Epoch 1658 | loss: 0.0311691 | val_loss: 0.0311691 | Time: 3157.94 ms [2022-03-09 08:41:37 main:574] : INFO : Epoch 1659 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 3216.92 ms [2022-03-09 08:41:39 main:574] : INFO : Epoch 1660 | loss: 0.031166 | val_loss: 0.0311711 | Time: 2420.66 ms [2022-03-09 08:41:42 main:574] : INFO : Epoch 1661 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 2456.04 ms [2022-03-09 08:41:44 main:574] : INFO : Epoch 1662 | loss: 0.0311645 | val_loss: 0.0311681 | Time: 2293.53 ms [2022-03-09 08:41:46 main:574] : INFO : Epoch 1663 | loss: 0.031161 | val_loss: 0.0311666 | Time: 2335.2 ms [2022-03-09 08:41:49 main:574] : INFO : Epoch 1664 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 2668 ms [2022-03-09 08:41:51 main:574] : INFO : Epoch 1665 | loss: 0.0311639 | val_loss: 0.0311654 | Time: 2389.3 ms [2022-03-09 08:41:54 main:574] : INFO : Epoch 1666 | loss: 0.0311608 | val_loss: 0.0311651 | Time: 2443.09 ms [2022-03-09 08:41:57 main:574] : INFO : Epoch 1667 | loss: 0.0311595 | val_loss: 0.031166 | Time: 2503.82 ms [2022-03-09 08:41:59 main:574] : INFO : Epoch 1668 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 2466.11 ms [2022-03-09 08:42:02 main:574] : INFO : Epoch 1669 | loss: 0.0311623 | val_loss: 0.0311659 | Time: 2507.71 ms [2022-03-09 08:42:04 main:574] : INFO : Epoch 1670 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 2517.83 ms [2022-03-09 08:42:07 main:574] : INFO : Epoch 1671 | loss: 0.0311606 | val_loss: 0.0311657 | Time: 2500.06 ms [2022-03-09 08:42:09 main:574] : INFO : Epoch 1672 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2328.54 ms [2022-03-09 08:42:12 main:574] : INFO : Epoch 1673 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 2294.9 ms [2022-03-09 08:42:14 main:574] : INFO : Epoch 1674 | loss: 0.0311605 | val_loss: 0.031168 | Time: 2524 ms [2022-03-09 08:42:17 main:574] : INFO : Epoch 1675 | loss: 0.0311565 | val_loss: 0.0311636 | Time: 2354.46 ms [2022-03-09 08:42:19 main:574] : INFO : Epoch 1676 | loss: 0.0311566 | val_loss: 0.0311752 | Time: 2302.3 ms [2022-03-09 08:42:21 main:574] : INFO : Epoch 1677 | loss: 0.0311596 | val_loss: 0.0311646 | Time: 2433.32 ms [2022-03-09 08:42:24 main:574] : INFO : Epoch 1678 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 2295.04 ms [2022-03-09 08:42:26 main:574] : INFO : Epoch 1679 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 2584.96 ms [2022-03-09 08:42:30 main:574] : INFO : Epoch 1680 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 3273.03 ms [2022-03-09 08:42:32 main:574] : INFO : Epoch 1681 | loss: 0.0311592 | val_loss: 0.0311665 | Time: 2337.95 ms [2022-03-09 08:42:35 main:574] : INFO : Epoch 1682 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 2345.27 ms [2022-03-09 08:42:37 main:574] : INFO : Epoch 1683 | loss: 0.0311571 | val_loss: 0.0311639 | Time: 2345.18 ms [2022-03-09 08:42:39 main:574] : INFO : Epoch 1684 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 2427.66 ms [2022-03-09 08:42:42 main:574] : INFO : Epoch 1685 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 2962.3 ms [2022-03-09 08:42:45 main:574] : INFO : Epoch 1686 | loss: 0.0311583 | val_loss: 0.0311656 | Time: 2938.09 ms [2022-03-09 08:42:48 main:574] : INFO : Epoch 1687 | loss: 0.0311575 | val_loss: 0.0311636 | Time: 2367.74 ms [2022-03-09 08:42:50 main:574] : INFO : Epoch 1688 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 2395.52 ms [2022-03-09 08:42:53 main:574] : INFO : Epoch 1689 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 2396.69 ms [2022-03-09 08:42:55 main:574] : INFO : Epoch 1690 | loss: 0.031158 | val_loss: 0.0311662 | Time: 2445.17 ms [2022-03-09 08:42:58 main:574] : INFO : Epoch 1691 | loss: 0.0311574 | val_loss: 0.0311624 | Time: 2414.13 ms [2022-03-09 08:43:00 main:574] : INFO : Epoch 1692 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 2403.81 ms [2022-03-09 08:43:02 main:574] : INFO : Epoch 1693 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 2430.31 ms [2022-03-09 08:43:05 main:574] : INFO : Epoch 1694 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 2642.96 ms [2022-03-09 08:43:08 main:574] : INFO : Epoch 1695 | loss: 0.0311561 | val_loss: 0.031162 | Time: 2375.83 ms [2022-03-09 08:43:10 main:574] : INFO : Epoch 1696 | loss: 0.0311553 | val_loss: 0.0311617 | Time: 2495.19 ms [2022-03-09 08:43:13 main:574] : INFO : Epoch 1697 | loss: 0.03116 | val_loss: 0.0311687 | Time: 2655.45 ms [2022-03-09 08:43:15 main:574] : INFO : Epoch 1698 | loss: 0.031156 | val_loss: 0.0311634 | Time: 2615.01 ms [2022-03-09 08:43:18 main:574] : INFO : Epoch 1699 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 2335.69 ms [2022-03-09 08:43:20 main:574] : INFO : Epoch 1700 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 2401.61 ms [2022-03-09 08:43:23 main:574] : INFO : Epoch 1701 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 2441.69 ms [2022-03-09 08:43:25 main:574] : INFO : Epoch 1702 | loss: 0.0311553 | val_loss: 0.0311607 | Time: 2680 ms [2022-03-09 08:43:28 main:574] : INFO : Epoch 1703 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 2312.76 ms [2022-03-09 08:43:31 main:574] : INFO : Epoch 1704 | loss: 0.0311555 | val_loss: 0.0311623 | Time: 3465.42 ms [2022-03-09 08:43:34 main:574] : INFO : Epoch 1705 | loss: 0.0311557 | val_loss: 0.0311619 | Time: 2529.72 ms [2022-03-09 08:43:37 main:574] : INFO : Epoch 1706 | loss: 0.0311545 | val_loss: 0.031162 | Time: 2788.24 ms [2022-03-09 08:43:40 main:574] : INFO : Epoch 1707 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 2992.88 ms [2022-03-09 08:43:43 main:574] : INFO : Epoch 1708 | loss: 0.0311567 | val_loss: 0.0311593 | Time: 2927.97 ms [2022-03-09 08:43:46 main:574] : INFO : Epoch 1709 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 3048.98 ms [2022-03-09 08:43:49 main:574] : INFO : Epoch 1710 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 2919.58 ms [2022-03-09 08:43:51 main:574] : INFO : Epoch 1711 | loss: 0.0311598 | val_loss: 0.0311632 | Time: 2455.07 ms [2022-03-09 08:43:54 main:574] : INFO : Epoch 1712 | loss: 0.0311594 | val_loss: 0.0311617 | Time: 2345.66 ms [2022-03-09 08:43:56 main:574] : INFO : Epoch 1713 | loss: 0.0311578 | val_loss: 0.0311631 | Time: 2605.84 ms [2022-03-09 08:43:59 main:574] : INFO : Epoch 1714 | loss: 0.0311568 | val_loss: 0.0311593 | Time: 2468.6 ms [2022-03-09 08:44:01 main:574] : INFO : Epoch 1715 | loss: 0.0311563 | val_loss: 0.0311627 | Time: 2304.67 ms [2022-03-09 08:44:04 main:574] : INFO : Epoch 1716 | loss: 0.0311573 | val_loss: 0.0311588 | Time: 2346.22 ms [2022-03-09 08:44:06 main:574] : INFO : Epoch 1717 | loss: 0.0311574 | val_loss: 0.0311662 | Time: 2464.37 ms [2022-03-09 08:44:09 main:574] : INFO : Epoch 1718 | loss: 0.0311578 | val_loss: 0.0311621 | Time: 2573.29 ms [2022-03-09 08:44:11 main:574] : INFO : Epoch 1719 | loss: 0.0311584 | val_loss: 0.0311585 | Time: 2648.78 ms [2022-03-09 08:44:14 main:574] : INFO : Epoch 1720 | loss: 0.0311581 | val_loss: 0.0311615 | Time: 2739.37 ms [2022-03-09 08:44:17 main:574] : INFO : Epoch 1721 | loss: 0.0311582 | val_loss: 0.0311592 | Time: 2843.32 ms [2022-03-09 08:44:20 main:574] : INFO : Epoch 1722 | loss: 0.031158 | val_loss: 0.0311578 | Time: 2828.6 ms [2022-03-09 08:44:23 main:574] : INFO : Epoch 1723 | loss: 0.0311568 | val_loss: 0.0311596 | Time: 2919.73 ms [2022-03-09 08:44:28 main:574] : INFO : Epoch 1724 | loss: 0.0311567 | val_loss: 0.0311612 | Time: 4680.7 ms [2022-03-09 08:44:31 main:574] : INFO : Epoch 1725 | loss: 0.031157 | val_loss: 0.0311635 | Time: 3170.47 ms [2022-03-09 08:44:33 main:574] : INFO : Epoch 1726 | loss: 0.031157 | val_loss: 0.0311693 | Time: 2304.44 ms [2022-03-09 08:44:38 main:574] : INFO : Epoch 1727 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 5048.63 ms [2022-03-09 08:44:43 main:574] : INFO : Epoch 1728 | loss: 0.031156 | val_loss: 0.0311623 | Time: 4688.42 ms [2022-03-09 08:44:46 main:574] : INFO : Epoch 1729 | loss: 0.0311552 | val_loss: 0.0311616 | Time: 3463.67 ms [2022-03-09 08:44:49 main:574] : INFO : Epoch 1730 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 2279.96 ms [2022-03-09 08:44:51 main:574] : INFO : Epoch 1731 | loss: 0.0311594 | val_loss: 0.0311628 | Time: 2414.81 ms [2022-03-09 08:44:54 main:574] : INFO : Epoch 1732 | loss: 0.03116 | val_loss: 0.0311653 | Time: 2390.16 ms [2022-03-09 08:44:56 main:574] : INFO : Epoch 1733 | loss: 0.0311573 | val_loss: 0.0311598 | Time: 2505.17 ms [2022-03-09 08:44:59 main:574] : INFO : Epoch 1734 | loss: 0.031157 | val_loss: 0.0311584 | Time: 2385.6 ms [2022-03-09 08:45:01 main:574] : INFO : Epoch 1735 | loss: 0.0311581 | val_loss: 0.0311598 | Time: 2558.95 ms [2022-03-09 08:45:04 main:574] : INFO : Epoch 1736 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 2892.29 ms [2022-03-09 08:45:08 main:574] : INFO : Epoch 1737 | loss: 0.0311622 | val_loss: 0.0311649 | Time: 3525.41 ms [2022-03-09 08:45:10 main:574] : INFO : Epoch 1738 | loss: 0.0311597 | val_loss: 0.0311598 | Time: 2390.69 ms [2022-03-09 08:45:13 main:574] : INFO : Epoch 1739 | loss: 0.0311572 | val_loss: 0.0311593 | Time: 2641.53 ms [2022-03-09 08:45:16 main:574] : INFO : Epoch 1740 | loss: 0.0311566 | val_loss: 0.0311599 | Time: 2784.97 ms [2022-03-09 08:45:19 main:574] : INFO : Epoch 1741 | loss: 0.0311553 | val_loss: 0.0311605 | Time: 2984.27 ms [2022-03-09 08:45:21 main:574] : INFO : Epoch 1742 | loss: 0.031159 | val_loss: 0.0311595 | Time: 2513.14 ms [2022-03-09 08:45:24 main:574] : INFO : Epoch 1743 | loss: 0.0311565 | val_loss: 0.0311585 | Time: 2714.9 ms [2022-03-09 08:45:27 main:574] : INFO : Epoch 1744 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 2915.09 ms [2022-03-09 08:45:30 main:574] : INFO : Epoch 1745 | loss: 0.0311556 | val_loss: 0.0311615 | Time: 3075.75 ms [2022-03-09 08:45:33 main:574] : INFO : Epoch 1746 | loss: 0.0311544 | val_loss: 0.0311591 | Time: 3023.63 ms [2022-03-09 08:45:36 main:574] : INFO : Epoch 1747 | loss: 0.0311535 | val_loss: 0.0311619 | Time: 2773.67 ms [2022-03-09 08:45:39 main:574] : INFO : Epoch 1748 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 3172.93 ms [2022-03-09 08:45:42 main:574] : INFO : Epoch 1749 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 2812.41 ms [2022-03-09 08:45:45 main:574] : INFO : Epoch 1750 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 2451.5 ms [2022-03-09 08:45:47 main:574] : INFO : Epoch 1751 | loss: 0.0311704 | val_loss: 0.0311694 | Time: 2510.99 ms [2022-03-09 08:45:50 main:574] : INFO : Epoch 1752 | loss: 0.0311651 | val_loss: 0.0311665 | Time: 2423.88 ms [2022-03-09 08:45:52 main:574] : INFO : Epoch 1753 | loss: 0.0311641 | val_loss: 0.031168 | Time: 2551.85 ms [2022-03-09 08:45:55 main:574] : INFO : Epoch 1754 | loss: 0.031163 | val_loss: 0.0311664 | Time: 2712.98 ms [2022-03-09 08:45:57 main:574] : INFO : Epoch 1755 | loss: 0.031162 | val_loss: 0.0311657 | Time: 2453.52 ms [2022-03-09 08:46:00 main:574] : INFO : Epoch 1756 | loss: 0.0311613 | val_loss: 0.0311664 | Time: 2657.7 ms [2022-03-09 08:46:03 main:574] : INFO : Epoch 1757 | loss: 0.0311617 | val_loss: 0.0311634 | Time: 2638.39 ms [2022-03-09 08:46:06 main:574] : INFO : Epoch 1758 | loss: 0.0311587 | val_loss: 0.0311611 | Time: 2971.6 ms [2022-03-09 08:46:08 main:574] : INFO : Epoch 1759 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 2293.87 ms [2022-03-09 08:46:10 main:574] : INFO : Epoch 1760 | loss: 0.0311614 | val_loss: 0.031162 | Time: 2277.61 ms [2022-03-09 08:46:13 main:574] : INFO : Epoch 1761 | loss: 0.0311589 | val_loss: 0.0311607 | Time: 2292.97 ms [2022-03-09 08:46:15 main:574] : INFO : Epoch 1762 | loss: 0.0311587 | val_loss: 0.0311618 | Time: 2424.51 ms [2022-03-09 08:46:18 main:574] : INFO : Epoch 1763 | loss: 0.031158 | val_loss: 0.0311636 | Time: 2387.45 ms [2022-03-09 08:46:20 main:574] : INFO : Epoch 1764 | loss: 0.0311582 | val_loss: 0.031159 | Time: 2443.92 ms [2022-03-09 08:46:23 main:574] : INFO : Epoch 1765 | loss: 0.0311578 | val_loss: 0.031161 | Time: 2514.22 ms [2022-03-09 08:46:25 main:574] : INFO : Epoch 1766 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 2419.79 ms [2022-03-09 08:46:28 main:574] : INFO : Epoch 1767 | loss: 0.0311571 | val_loss: 0.0311618 | Time: 2674.6 ms [2022-03-09 08:46:31 main:574] : INFO : Epoch 1768 | loss: 0.0311558 | val_loss: 0.0311618 | Time: 3191.61 ms [2022-03-09 08:46:34 main:574] : INFO : Epoch 1769 | loss: 0.0311553 | val_loss: 0.0311607 | Time: 2399.81 ms [2022-03-09 08:46:36 main:574] : INFO : Epoch 1770 | loss: 0.0311545 | val_loss: 0.0311584 | Time: 2899.32 ms [2022-03-09 08:46:39 main:574] : INFO : Epoch 1771 | loss: 0.0311555 | val_loss: 0.0311656 | Time: 2815 ms [2022-03-09 08:46:42 main:574] : INFO : Epoch 1772 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 2548.67 ms [2022-03-09 08:46:46 main:574] : INFO : Epoch 1773 | loss: 0.0311547 | val_loss: 0.0311643 | Time: 4152.91 ms [2022-03-09 08:46:49 main:574] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311631 | Time: 3066.13 ms [2022-03-09 08:46:51 main:574] : INFO : Epoch 1775 | loss: 0.0311588 | val_loss: 0.0311619 | Time: 2290.3 ms [2022-03-09 08:46:54 main:574] : INFO : Epoch 1776 | loss: 0.0311594 | val_loss: 0.0311589 | Time: 2440.91 ms [2022-03-09 08:46:56 main:574] : INFO : Epoch 1777 | loss: 0.0311553 | val_loss: 0.0311589 | Time: 2462.67 ms [2022-03-09 08:46:59 main:574] : INFO : Epoch 1778 | loss: 0.0311563 | val_loss: 0.0311576 | Time: 2482.38 ms [2022-03-09 08:47:01 main:574] : INFO : Epoch 1779 | loss: 0.0311568 | val_loss: 0.0311599 | Time: 2404.48 ms [2022-03-09 08:47:05 main:574] : INFO : Epoch 1780 | loss: 0.0311604 | val_loss: 0.0311616 | Time: 3286.25 ms [2022-03-09 08:47:08 main:574] : INFO : Epoch 1781 | loss: 0.0311581 | val_loss: 0.0311606 | Time: 2673.58 ms [2022-03-09 08:47:10 main:574] : INFO : Epoch 1782 | loss: 0.0311566 | val_loss: 0.0311598 | Time: 2776.7 ms [2022-03-09 08:47:13 main:574] : INFO : Epoch 1783 | loss: 0.0311583 | val_loss: 0.0311622 | Time: 3021.85 ms [2022-03-09 08:47:16 main:574] : INFO : Epoch 1784 | loss: 0.0311622 | val_loss: 0.0311617 | Time: 2556.16 ms [2022-03-09 08:47:18 main:574] : INFO : Epoch 1785 | loss: 0.0311593 | val_loss: 0.0311605 | Time: 2404.42 ms [2022-03-09 08:47:22 main:574] : INFO : Epoch 1786 | loss: 0.0311568 | val_loss: 0.0311578 | Time: 3290.07 ms [2022-03-09 08:47:24 main:574] : INFO : Epoch 1787 | loss: 0.0311546 | val_loss: 0.0311584 | Time: 2684.03 ms [2022-03-09 08:47:27 main:574] : INFO : Epoch 1788 | loss: 0.0311554 | val_loss: 0.0311589 | Time: 2364.14 ms [2022-03-09 08:47:30 main:574] : INFO : Epoch 1789 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 2878.29 ms [2022-03-09 08:47:32 main:574] : INFO : Epoch 1790 | loss: 0.0311551 | val_loss: 0.0311603 | Time: 2667.17 ms [2022-03-09 08:47:35 main:574] : INFO : Epoch 1791 | loss: 0.0311589 | val_loss: 0.031161 | Time: 2404.82 ms [2022-03-09 08:47:37 main:574] : INFO : Epoch 1792 | loss: 0.0311583 | val_loss: 0.0311622 | Time: 2496.5 ms [2022-03-09 08:47:40 main:574] : INFO : Epoch 1793 | loss: 0.0311568 | val_loss: 0.0311636 | Time: 2366.27 ms [2022-03-09 08:47:42 main:574] : INFO : Epoch 1794 | loss: 0.0311595 | val_loss: 0.031162 | Time: 2477.68 ms [2022-03-09 08:47:45 main:574] : INFO : Epoch 1795 | loss: 0.031157 | val_loss: 0.0311562 | Time: 2632.94 ms [2022-03-09 08:47:48 main:574] : INFO : Epoch 1796 | loss: 0.031153 | val_loss: 0.0311577 | Time: 2740.5 ms [2022-03-09 08:47:51 main:574] : INFO : Epoch 1797 | loss: 0.0311541 | val_loss: 0.0311607 | Time: 2521.23 ms [2022-03-09 08:47:53 main:574] : INFO : Epoch 1798 | loss: 0.0311545 | val_loss: 0.0311631 | Time: 2354.17 ms [2022-03-09 08:47:56 main:574] : INFO : Epoch 1799 | loss: 0.0311655 | val_loss: 0.0311672 | Time: 2876.43 ms [2022-03-09 08:47:59 main:574] : INFO : Epoch 1800 | loss: 0.0311623 | val_loss: 0.0311662 | Time: 2903.95 ms [2022-03-09 08:48:02 main:574] : INFO : Epoch 1801 | loss: 0.0311605 | val_loss: 0.0311634 | Time: 2902.76 ms [2022-03-09 08:48:04 main:574] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311643 | Time: 2616.03 ms [2022-03-09 08:48:07 main:574] : INFO : Epoch 1803 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 2496.63 ms [2022-03-09 08:48:09 main:574] : INFO : Epoch 1804 | loss: 0.031176 | val_loss: 0.0311735 | Time: 2253.77 ms [2022-03-09 08:48:12 main:574] : INFO : Epoch 1805 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 2542 ms [2022-03-09 08:48:15 main:574] : INFO : Epoch 1806 | loss: 0.0311785 | val_loss: 0.031174 | Time: 2671.66 ms [2022-03-09 08:48:17 main:574] : INFO : Epoch 1807 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 2741.09 ms [2022-03-09 08:48:20 main:574] : INFO : Epoch 1808 | loss: 0.0311739 | val_loss: 0.0311739 | Time: 3070.23 ms [2022-03-09 08:48:23 main:574] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311737 | Time: 2501.82 ms [2022-03-09 08:48:25 main:574] : INFO : Epoch 1810 | loss: 0.0311736 | val_loss: 0.0311765 | Time: 2426.95 ms [2022-03-09 08:48:28 main:574] : INFO : Epoch 1811 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 2440.76 ms [2022-03-09 08:48:31 main:574] : INFO : Epoch 1812 | loss: 0.0311732 | val_loss: 0.0311713 | Time: 2918.22 ms [2022-03-09 08:48:33 main:574] : INFO : Epoch 1813 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 2380.48 ms [2022-03-09 08:48:36 main:574] : INFO : Epoch 1814 | loss: 0.0311718 | val_loss: 0.0311713 | Time: 3059.09 ms [2022-03-09 08:48:39 main:574] : INFO : Epoch 1815 | loss: 0.0311708 | val_loss: 0.0311692 | Time: 3071 ms [2022-03-09 08:48:42 main:574] : INFO : Epoch 1816 | loss: 0.0311697 | val_loss: 0.0311701 | Time: 2428.58 ms [2022-03-09 08:48:44 main:574] : INFO : Epoch 1817 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 2412.4 ms [2022-03-09 08:48:47 main:574] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311689 | Time: 2356.45 ms [2022-03-09 08:48:49 main:574] : INFO : Epoch 1819 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 2372.84 ms [2022-03-09 08:48:52 main:574] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 2983.12 ms [2022-03-09 08:48:56 main:574] : INFO : Epoch 1821 | loss: 0.0311685 | val_loss: 0.0311711 | Time: 3312.94 ms [2022-03-09 08:48:59 main:574] : INFO : Epoch 1822 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 2893.61 ms [2022-03-09 08:49:01 main:574] : INFO : Epoch 1823 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2748.4 ms [2022-03-09 08:49:04 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.0311705 | Time: 2558.32 ms [2022-03-09 08:49:07 main:574] : INFO : Epoch 1825 | loss: 0.0311661 | val_loss: 0.0311695 | Time: 2523.45 ms [2022-03-09 08:49:09 main:574] : INFO : Epoch 1826 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2636.34 ms [2022-03-09 08:49:12 main:574] : INFO : Epoch 1827 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 2515.76 ms [2022-03-09 08:49:14 main:574] : INFO : Epoch 1828 | loss: 0.031166 | val_loss: 0.0311723 | Time: 2622.6 ms [2022-03-09 08:49:17 main:574] : INFO : Epoch 1829 | loss: 0.031163 | val_loss: 0.03117 | Time: 2430.43 ms [2022-03-09 08:49:19 main:574] : INFO : Epoch 1830 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2367.43 ms [2022-03-09 08:49:22 main:574] : INFO : Epoch 1831 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 2378.82 ms [2022-03-09 08:49:24 main:574] : INFO : Epoch 1832 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 2615.76 ms [2022-03-09 08:49:28 main:574] : INFO : Epoch 1833 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 3463.75 ms [2022-03-09 08:49:31 main:574] : INFO : Epoch 1834 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 3265.55 ms [2022-03-09 08:49:34 main:574] : INFO : Epoch 1835 | loss: 0.0311637 | val_loss: 0.031169 | Time: 2474.25 ms [2022-03-09 08:49:36 main:574] : INFO : Epoch 1836 | loss: 0.0311624 | val_loss: 0.0311679 | Time: 2414.9 ms [2022-03-09 08:49:39 main:574] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.031174 | Time: 2641.2 ms [2022-03-09 08:49:42 main:574] : INFO : Epoch 1838 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 2935.02 ms [2022-03-09 08:49:45 main:574] : INFO : Epoch 1839 | loss: 0.0311635 | val_loss: 0.031168 | Time: 2992.95 ms [2022-03-09 08:49:48 main:574] : INFO : Epoch 1840 | loss: 0.0311641 | val_loss: 0.0311698 | Time: 3180.31 ms [2022-03-09 08:49:51 main:574] : INFO : Epoch 1841 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 2871.78 ms [2022-03-09 08:49:54 main:574] : INFO : Epoch 1842 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 3043.12 ms [2022-03-09 08:49:57 main:574] : INFO : Epoch 1843 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 3404.21 ms [2022-03-09 08:50:00 main:574] : INFO : Epoch 1844 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 2306.04 ms [2022-03-09 08:50:02 main:574] : INFO : Epoch 1845 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2312.26 ms [2022-03-09 08:50:05 main:574] : INFO : Epoch 1846 | loss: 0.0311679 | val_loss: 0.03117 | Time: 2623.41 ms [2022-03-09 08:50:07 main:574] : INFO : Epoch 1847 | loss: 0.0311668 | val_loss: 0.031168 | Time: 2393.91 ms [2022-03-09 08:50:10 main:574] : INFO : Epoch 1848 | loss: 0.0311678 | val_loss: 0.0311681 | Time: 2399.55 ms [2022-03-09 08:50:12 main:574] : INFO : Epoch 1849 | loss: 0.0311675 | val_loss: 0.0311668 | Time: 2404.01 ms [2022-03-09 08:50:15 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311696 | Time: 2457.91 ms [2022-03-09 08:50:17 main:574] : INFO : Epoch 1851 | loss: 0.0311695 | val_loss: 0.0311673 | Time: 2322.49 ms [2022-03-09 08:50:20 main:574] : INFO : Epoch 1852 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 2724.03 ms [2022-03-09 08:50:22 main:574] : INFO : Epoch 1853 | loss: 0.0311657 | val_loss: 0.0311676 | Time: 2302.64 ms [2022-03-09 08:50:25 main:574] : INFO : Epoch 1854 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 2719.07 ms [2022-03-09 08:50:28 main:574] : INFO : Epoch 1855 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 3130.37 ms [2022-03-09 08:50:31 main:574] : INFO : Epoch 1856 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 2864 ms [2022-03-09 08:50:34 main:574] : INFO : Epoch 1857 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 2997.19 ms [2022-03-09 08:50:37 main:574] : INFO : Epoch 1858 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 2607.2 ms [2022-03-09 08:50:39 main:574] : INFO : Epoch 1859 | loss: 0.0311619 | val_loss: 0.0311684 | Time: 2445.81 ms [2022-03-09 08:50:42 main:574] : INFO : Epoch 1860 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 2544.97 ms [2022-03-09 08:50:44 main:574] : INFO : Epoch 1861 | loss: 0.0311633 | val_loss: 0.0311697 | Time: 2789.31 ms [2022-03-09 08:50:47 main:574] : INFO : Epoch 1862 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 2682.91 ms [2022-03-09 08:50:51 main:574] : INFO : Epoch 1863 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 3471.01 ms [2022-03-09 08:50:54 main:574] : INFO : Epoch 1864 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 3005.23 ms [2022-03-09 08:50:56 main:574] : INFO : Epoch 1865 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 2542.99 ms [2022-03-09 08:50:59 main:574] : INFO : Epoch 1866 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 2600.02 ms [2022-03-09 08:51:01 main:574] : INFO : Epoch 1867 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 2475.06 ms [2022-03-09 08:51:04 main:574] : INFO : Epoch 1868 | loss: 0.0311637 | val_loss: 0.0311666 | Time: 2954.96 ms [2022-03-09 08:51:07 main:574] : INFO : Epoch 1869 | loss: 0.0311642 | val_loss: 0.0311847 | Time: 2806.7 ms [2022-03-09 08:51:10 main:574] : INFO : Epoch 1870 | loss: 0.031167 | val_loss: 0.0311665 | Time: 2324.01 ms [2022-03-09 08:51:13 main:574] : INFO : Epoch 1871 | loss: 0.0311629 | val_loss: 0.0311659 | Time: 2755.16 ms [2022-03-09 08:51:16 main:574] : INFO : Epoch 1872 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 3094.19 ms [2022-03-09 08:51:18 main:574] : INFO : Epoch 1873 | loss: 0.0311598 | val_loss: 0.0311644 | Time: 2613.45 ms [2022-03-09 08:51:21 main:574] : INFO : Epoch 1874 | loss: 0.03116 | val_loss: 0.0311643 | Time: 3127.33 ms [2022-03-09 08:51:25 main:574] : INFO : Epoch 1875 | loss: 0.0311607 | val_loss: 0.031165 | Time: 3099.06 ms [2022-03-09 08:51:27 main:574] : INFO : Epoch 1876 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 2807.3 ms [2022-03-09 08:51:30 main:574] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311644 | Time: 2522.18 ms [2022-03-09 08:51:33 main:574] : INFO : Epoch 1878 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 2676.88 ms [2022-03-09 08:51:35 main:574] : INFO : Epoch 1879 | loss: 0.0311585 | val_loss: 0.0311679 | Time: 2281.32 ms [2022-03-09 08:51:37 main:574] : INFO : Epoch 1880 | loss: 0.031159 | val_loss: 0.0311652 | Time: 2378.37 ms [2022-03-09 08:51:40 main:574] : INFO : Epoch 1881 | loss: 0.0311587 | val_loss: 0.031167 | Time: 2683.89 ms [2022-03-09 08:51:43 main:574] : INFO : Epoch 1882 | loss: 0.0311593 | val_loss: 0.031166 | Time: 2366.63 ms [2022-03-09 08:51:45 main:574] : INFO : Epoch 1883 | loss: 0.0311588 | val_loss: 0.0311634 | Time: 2574.29 ms [2022-03-09 08:51:48 main:574] : INFO : Epoch 1884 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 2360.85 ms [2022-03-09 08:51:50 main:574] : INFO : Epoch 1885 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 2438.18 ms [2022-03-09 08:51:53 main:574] : INFO : Epoch 1886 | loss: 0.0311599 | val_loss: 0.03117 | Time: 2689.5 ms [2022-03-09 08:51:56 main:574] : INFO : Epoch 1887 | loss: 0.0311626 | val_loss: 0.031169 | Time: 2672 ms [2022-03-09 08:51:58 main:574] : INFO : Epoch 1888 | loss: 0.0311607 | val_loss: 0.031168 | Time: 2347.28 ms [2022-03-09 08:52:01 main:574] : INFO : Epoch 1889 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 2736.7 ms [2022-03-09 08:52:04 main:574] : INFO : Epoch 1890 | loss: 0.0311594 | val_loss: 0.0311647 | Time: 3522.08 ms [2022-03-09 08:52:07 main:574] : INFO : Epoch 1891 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 2328.64 ms [2022-03-09 08:52:09 main:574] : INFO : Epoch 1892 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 2448.48 ms [2022-03-09 08:52:12 main:574] : INFO : Epoch 1893 | loss: 0.0311617 | val_loss: 0.0311642 | Time: 2668.51 ms [2022-03-09 08:52:15 main:574] : INFO : Epoch 1894 | loss: 0.0311578 | val_loss: 0.0311635 | Time: 2715.46 ms [2022-03-09 08:52:17 main:574] : INFO : Epoch 1895 | loss: 0.0311576 | val_loss: 0.0311639 | Time: 2636.56 ms [2022-03-09 08:52:20 main:574] : INFO : Epoch 1896 | loss: 0.0311577 | val_loss: 0.0311634 | Time: 2442.97 ms [2022-03-09 08:52:22 main:574] : INFO : Epoch 1897 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 2338.62 ms [2022-03-09 08:52:25 main:574] : INFO : Epoch 1898 | loss: 0.0311593 | val_loss: 0.0311646 | Time: 2398.37 ms [2022-03-09 08:52:27 main:574] : INFO : Epoch 1899 | loss: 0.031158 | val_loss: 0.0311652 | Time: 2597.09 ms [2022-03-09 08:52:30 main:574] : INFO : Epoch 1900 | loss: 0.0311572 | val_loss: 0.0311634 | Time: 2475.76 ms [2022-03-09 08:52:33 main:574] : INFO : Epoch 1901 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 2967.43 ms [2022-03-09 08:52:36 main:574] : INFO : Epoch 1902 | loss: 0.0311583 | val_loss: 0.0311675 | Time: 2831.93 ms [2022-03-09 08:52:39 main:574] : INFO : Epoch 1903 | loss: 0.0311599 | val_loss: 0.0311653 | Time: 3090.74 ms [2022-03-09 08:52:42 main:574] : INFO : Epoch 1904 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 2474.38 ms [2022-03-09 08:52:44 main:574] : INFO : Epoch 1905 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 2644.52 ms [2022-03-09 08:52:47 main:574] : INFO : Epoch 1906 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 2992.27 ms [2022-03-09 08:52:50 main:574] : INFO : Epoch 1907 | loss: 0.0311568 | val_loss: 0.0311639 | Time: 2707.7 ms [2022-03-09 08:52:53 main:574] : INFO : Epoch 1908 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2507.23 ms [2022-03-09 08:52:57 main:574] : INFO : Epoch 1909 | loss: 0.0311569 | val_loss: 0.0311621 | Time: 3912.45 ms [2022-03-09 08:53:00 main:574] : INFO : Epoch 1910 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 2907.2 ms [2022-03-09 08:53:02 main:574] : INFO : Epoch 1911 | loss: 0.0311566 | val_loss: 0.0311657 | Time: 2552.46 ms [2022-03-09 08:53:05 main:574] : INFO : Epoch 1912 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 2809.63 ms [2022-03-09 08:53:08 main:574] : INFO : Epoch 1913 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 2509.12 ms [2022-03-09 08:53:10 main:574] : INFO : Epoch 1914 | loss: 0.031157 | val_loss: 0.0311626 | Time: 2413.16 ms [2022-03-09 08:53:13 main:574] : INFO : Epoch 1915 | loss: 0.0311657 | val_loss: 0.0311678 | Time: 2311.1 ms [2022-03-09 08:53:15 main:574] : INFO : Epoch 1916 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 2305.63 ms [2022-03-09 08:53:17 main:574] : INFO : Epoch 1917 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2328.96 ms [2022-03-09 08:53:20 main:574] : INFO : Epoch 1918 | loss: 0.0311684 | val_loss: 0.0311682 | Time: 2329.53 ms [2022-03-09 08:53:22 main:574] : INFO : Epoch 1919 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 2691.11 ms [2022-03-09 08:53:25 main:574] : INFO : Epoch 1920 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 2502.3 ms [2022-03-09 08:53:28 main:574] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 2768.12 ms [2022-03-09 08:53:30 main:574] : INFO : Epoch 1922 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 2434.82 ms [2022-03-09 08:53:33 main:574] : INFO : Epoch 1923 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 2303.04 ms [2022-03-09 08:53:35 main:574] : INFO : Epoch 1924 | loss: 0.0311667 | val_loss: 0.0311678 | Time: 2291.69 ms [2022-03-09 08:53:37 main:574] : INFO : Epoch 1925 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 2394.71 ms [2022-03-09 08:53:40 main:574] : INFO : Epoch 1926 | loss: 0.031167 | val_loss: 0.0311719 | Time: 2462.96 ms [2022-03-09 08:53:43 main:574] : INFO : Epoch 1927 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 3521.9 ms [2022-03-09 08:53:47 main:574] : INFO : Epoch 1928 | loss: 0.0311668 | val_loss: 0.0311691 | Time: 2956.92 ms [2022-03-09 08:53:49 main:574] : INFO : Epoch 1929 | loss: 0.031163 | val_loss: 0.031169 | Time: 2708.08 ms [2022-03-09 08:53:52 main:574] : INFO : Epoch 1930 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 2609.45 ms [2022-03-09 08:53:55 main:574] : INFO : Epoch 1931 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 2925.71 ms [2022-03-09 08:53:57 main:574] : INFO : Epoch 1932 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2282.88 ms [2022-03-09 08:54:01 main:574] : INFO : Epoch 1933 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 4237.47 ms [2022-03-09 08:54:04 main:574] : INFO : Epoch 1934 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 2513.66 ms [2022-03-09 08:54:07 main:574] : INFO : Epoch 1935 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 2492.61 ms [2022-03-09 08:54:09 main:574] : INFO : Epoch 1936 | loss: 0.0311623 | val_loss: 0.0311674 | Time: 2386.19 ms [2022-03-09 08:54:12 main:574] : INFO : Epoch 1937 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 2509.38 ms [2022-03-09 08:54:14 main:574] : INFO : Epoch 1938 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 2486.98 ms [2022-03-09 08:54:17 main:574] : INFO : Epoch 1939 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 2857.28 ms [2022-03-09 08:54:19 main:574] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 2465.33 ms [2022-03-09 08:54:22 main:574] : INFO : Epoch 1941 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 2505.95 ms [2022-03-09 08:54:25 main:574] : INFO : Epoch 1942 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 2568.32 ms [2022-03-09 08:54:27 main:574] : INFO : Epoch 1943 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 2378.54 ms [2022-03-09 08:54:30 main:574] : INFO : Epoch 1944 | loss: 0.0311631 | val_loss: 0.0311689 | Time: 2488.16 ms [2022-03-09 08:54:32 main:574] : INFO : Epoch 1945 | loss: 0.0311603 | val_loss: 0.0311654 | Time: 2423.75 ms [2022-03-09 08:54:35 main:574] : INFO : Epoch 1946 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 2770.49 ms [2022-03-09 08:54:39 main:574] : INFO : Epoch 1947 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 3770.09 ms [2022-03-09 08:54:42 main:574] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311666 | Time: 2493.79 ms [2022-03-09 08:54:44 main:574] : INFO : Epoch 1949 | loss: 0.0311634 | val_loss: 0.0311642 | Time: 2447.46 ms [2022-03-09 08:54:46 main:574] : INFO : Epoch 1950 | loss: 0.0311619 | val_loss: 0.0311657 | Time: 2333.93 ms [2022-03-09 08:54:49 main:574] : INFO : Epoch 1951 | loss: 0.0311605 | val_loss: 0.031168 | Time: 2332.32 ms [2022-03-09 08:54:51 main:574] : INFO : Epoch 1952 | loss: 0.0311615 | val_loss: 0.0311644 | Time: 2549.5 ms [2022-03-09 08:54:54 main:574] : INFO : Epoch 1953 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 2418.42 ms [2022-03-09 08:54:56 main:574] : INFO : Epoch 1954 | loss: 0.0311609 | val_loss: 0.0311658 | Time: 2402.22 ms [2022-03-09 08:54:59 main:574] : INFO : Epoch 1955 | loss: 0.0311601 | val_loss: 0.031165 | Time: 2692.19 ms [2022-03-09 08:55:04 main:574] : INFO : Epoch 1956 | loss: 0.03116 | val_loss: 0.0311665 | Time: 4465.4 ms [2022-03-09 08:55:07 main:574] : INFO : Epoch 1957 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 3020.58 ms [2022-03-09 08:55:10 main:574] : INFO : Epoch 1958 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 3213.67 ms [2022-03-09 08:55:12 main:574] : INFO : Epoch 1959 | loss: 0.03116 | val_loss: 0.0311659 | Time: 2468.25 ms [2022-03-09 08:55:15 main:574] : INFO : Epoch 1960 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 2444.63 ms [2022-03-09 08:55:17 main:574] : INFO : Epoch 1961 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 2400.77 ms [2022-03-09 08:55:20 main:574] : INFO : Epoch 1962 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 2511.4 ms [2022-03-09 08:55:23 main:574] : INFO : Epoch 1963 | loss: 0.0311613 | val_loss: 0.0311685 | Time: 2673.71 ms [2022-03-09 08:55:27 main:574] : INFO : Epoch 1964 | loss: 0.0311595 | val_loss: 0.0311656 | Time: 4621.94 ms [2022-03-09 08:55:32 main:574] : INFO : Epoch 1965 | loss: 0.03116 | val_loss: 0.0311641 | Time: 4351.58 ms [2022-03-09 08:55:35 main:574] : INFO : Epoch 1966 | loss: 0.0311577 | val_loss: 0.031164 | Time: 3270.13 ms [2022-03-09 08:55:39 main:574] : INFO : Epoch 1967 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 3529.09 ms [2022-03-09 08:55:42 main:574] : INFO : Epoch 1968 | loss: 0.0311581 | val_loss: 0.0311667 | Time: 3418.87 ms [2022-03-09 08:55:45 main:574] : INFO : Epoch 1969 | loss: 0.031159 | val_loss: 0.0311663 | Time: 3379.93 ms [2022-03-09 08:55:49 main:574] : INFO : Epoch 1970 | loss: 0.0311584 | val_loss: 0.0311646 | Time: 3208.07 ms [2022-03-09 08:55:52 main:574] : INFO : Epoch 1971 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 3304.6 ms [2022-03-09 08:55:55 main:574] : INFO : Epoch 1972 | loss: 0.031159 | val_loss: 0.0311645 | Time: 2723.59 ms [2022-03-09 08:55:58 main:574] : INFO : Epoch 1973 | loss: 0.0311608 | val_loss: 0.0311647 | Time: 3383.45 ms [2022-03-09 08:56:01 main:574] : INFO : Epoch 1974 | loss: 0.0311644 | val_loss: 0.0311641 | Time: 2987.28 ms [2022-03-09 08:56:04 main:574] : INFO : Epoch 1975 | loss: 0.0311598 | val_loss: 0.0311629 | Time: 2798.02 ms [2022-03-09 08:56:07 main:574] : INFO : Epoch 1976 | loss: 0.0311626 | val_loss: 0.0311633 | Time: 2670.56 ms [2022-03-09 08:56:10 main:574] : INFO : Epoch 1977 | loss: 0.0311585 | val_loss: 0.031163 | Time: 2947.47 ms [2022-03-09 08:56:13 main:574] : INFO : Epoch 1978 | loss: 0.0311594 | val_loss: 0.0311635 | Time: 2965.6 ms [2022-03-09 08:56:16 main:574] : INFO : Epoch 1979 | loss: 0.031159 | val_loss: 0.0311652 | Time: 3240.21 ms [2022-03-09 08:56:21 main:574] : INFO : Epoch 1980 | loss: 0.0311576 | val_loss: 0.0311622 | Time: 4239 ms [2022-03-09 08:56:23 main:574] : INFO : Epoch 1981 | loss: 0.0311584 | val_loss: 0.0311635 | Time: 2688.53 ms [2022-03-09 08:56:26 main:574] : INFO : Epoch 1982 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 3079.72 ms [2022-03-09 08:56:30 main:574] : INFO : Epoch 1983 | loss: 0.0311598 | val_loss: 0.0311644 | Time: 3587.36 ms [2022-03-09 08:56:33 main:574] : INFO : Epoch 1984 | loss: 0.031159 | val_loss: 0.0311666 | Time: 3038.44 ms [2022-03-09 08:56:36 main:574] : INFO : Epoch 1985 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 3077.28 ms [2022-03-09 08:56:39 main:574] : INFO : Epoch 1986 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 2964.5 ms [2022-03-09 08:56:42 main:574] : INFO : Epoch 1987 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 2709.17 ms [2022-03-09 08:56:45 main:574] : INFO : Epoch 1988 | loss: 0.0311591 | val_loss: 0.0311649 | Time: 3182.61 ms [2022-03-09 08:56:49 main:574] : INFO : Epoch 1989 | loss: 0.0311579 | val_loss: 0.031165 | Time: 3830.92 ms [2022-03-09 08:56:53 main:574] : INFO : Epoch 1990 | loss: 0.0311574 | val_loss: 0.0311629 | Time: 3618.86 ms [2022-03-09 08:56:57 main:574] : INFO : Epoch 1991 | loss: 0.0311557 | val_loss: 0.031162 | Time: 4150.7 ms [2022-03-09 08:57:00 main:574] : INFO : Epoch 1992 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2448.85 ms [2022-03-09 08:57:03 main:574] : INFO : Epoch 1993 | loss: 0.0311558 | val_loss: 0.0311639 | Time: 3192.88 ms [2022-03-09 08:57:06 main:574] : INFO : Epoch 1994 | loss: 0.0311572 | val_loss: 0.0311641 | Time: 3288.23 ms [2022-03-09 08:57:09 main:574] : INFO : Epoch 1995 | loss: 0.0311595 | val_loss: 0.0311643 | Time: 2820.44 ms [2022-03-09 08:57:12 main:574] : INFO : Epoch 1996 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 3072.75 ms [2022-03-09 08:57:15 main:574] : INFO : Epoch 1997 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 2484.08 ms [2022-03-09 08:57:18 main:574] : INFO : Epoch 1998 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 3131.29 ms [2022-03-09 08:57:21 main:574] : INFO : Epoch 1999 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 3231.67 ms [2022-03-09 08:57:25 main:574] : INFO : Epoch 2000 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 3656.14 ms [2022-03-09 08:57:28 main:574] : INFO : Epoch 2001 | loss: 0.031163 | val_loss: 0.0311718 | Time: 3364.46 ms [2022-03-09 08:57:31 main:574] : INFO : Epoch 2002 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 3131.01 ms [2022-03-09 08:57:35 main:574] : INFO : Epoch 2003 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 3357.6 ms [2022-03-09 08:57:38 main:574] : INFO : Epoch 2004 | loss: 0.0311601 | val_loss: 0.0311638 | Time: 3519.01 ms [2022-03-09 08:57:42 main:574] : INFO : Epoch 2005 | loss: 0.031159 | val_loss: 0.0311648 | Time: 3454.94 ms [2022-03-09 08:57:46 main:574] : INFO : Epoch 2006 | loss: 0.0311564 | val_loss: 0.0311631 | Time: 4064.62 ms [2022-03-09 08:57:49 main:574] : INFO : Epoch 2007 | loss: 0.031157 | val_loss: 0.0311657 | Time: 2800.69 ms [2022-03-09 08:57:52 main:574] : INFO : Epoch 2008 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 2852.59 ms [2022-03-09 08:57:55 main:574] : INFO : Epoch 2009 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 3674.61 ms [2022-03-09 08:58:00 main:574] : INFO : Epoch 2010 | loss: 0.031155 | val_loss: 0.0311628 | Time: 4119.75 ms [2022-03-09 08:58:03 main:574] : INFO : Epoch 2011 | loss: 0.031154 | val_loss: 0.0311613 | Time: 3425.08 ms [2022-03-09 08:58:06 main:574] : INFO : Epoch 2012 | loss: 0.0311545 | val_loss: 0.0311626 | Time: 3051.42 ms [2022-03-09 08:58:09 main:574] : INFO : Epoch 2013 | loss: 0.0311546 | val_loss: 0.031161 | Time: 3312.14 ms [2022-03-09 08:58:13 main:574] : INFO : Epoch 2014 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 3907.72 ms [2022-03-09 08:58:18 main:574] : INFO : Epoch 2015 | loss: 0.0311544 | val_loss: 0.0311613 | Time: 4080.81 ms [2022-03-09 08:58:21 main:574] : INFO : Epoch 2016 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 3409.59 ms [2022-03-09 08:58:25 main:574] : INFO : Epoch 2017 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 3672 ms [2022-03-09 08:58:28 main:574] : INFO : Epoch 2018 | loss: 0.0311525 | val_loss: 0.0311617 | Time: 3545.23 ms [2022-03-09 08:58:31 main:574] : INFO : Epoch 2019 | loss: 0.031154 | val_loss: 0.0311623 | Time: 2953.89 ms [2022-03-09 08:58:35 main:574] : INFO : Epoch 2020 | loss: 0.0311518 | val_loss: 0.0311594 | Time: 3249.54 ms [2022-03-09 08:58:38 main:574] : INFO : Epoch 2021 | loss: 0.0311561 | val_loss: 0.031176 | Time: 3402.05 ms [2022-03-09 08:58:41 main:574] : INFO : Epoch 2022 | loss: 0.0311579 | val_loss: 0.0311606 | Time: 2876.16 ms [2022-03-09 08:58:44 main:574] : INFO : Epoch 2023 | loss: 0.0311522 | val_loss: 0.0311618 | Time: 3332.74 ms [2022-03-09 08:58:48 main:574] : INFO : Epoch 2024 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 3258.29 ms [2022-03-09 08:58:52 main:574] : INFO : Epoch 2025 | loss: 0.031152 | val_loss: 0.0311606 | Time: 3859.51 ms [2022-03-09 08:58:55 main:574] : INFO : Epoch 2026 | loss: 0.0311525 | val_loss: 0.0311617 | Time: 3120.04 ms [2022-03-09 08:58:58 main:574] : INFO : Epoch 2027 | loss: 0.0311532 | val_loss: 0.0311637 | Time: 3212.4 ms [2022-03-09 08:59:01 main:574] : INFO : Epoch 2028 | loss: 0.0311526 | val_loss: 0.031161 | Time: 2689.04 ms [2022-03-09 08:59:04 main:574] : INFO : Epoch 2029 | loss: 0.0311511 | val_loss: 0.031161 | Time: 2809.3 ms [2022-03-09 08:59:06 main:574] : INFO : Epoch 2030 | loss: 0.0311515 | val_loss: 0.0311703 | Time: 2687.45 ms [2022-03-09 08:59:09 main:574] : INFO : Epoch 2031 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 2450.24 ms [2022-03-09 08:59:11 main:574] : INFO : Epoch 2032 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 2477.88 ms [2022-03-09 08:59:14 main:574] : INFO : Epoch 2033 | loss: 0.031153 | val_loss: 0.0311603 | Time: 2843.56 ms [2022-03-09 08:59:17 main:574] : INFO : Epoch 2034 | loss: 0.0311516 | val_loss: 0.0311617 | Time: 2904.68 ms [2022-03-09 08:59:20 main:574] : INFO : Epoch 2035 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 2824.69 ms [2022-03-09 08:59:23 main:574] : INFO : Epoch 2036 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 3345.61 ms [2022-03-09 08:59:27 main:574] : INFO : Epoch 2037 | loss: 0.0311537 | val_loss: 0.0311622 | Time: 3608.16 ms [2022-03-09 08:59:30 main:574] : INFO : Epoch 2038 | loss: 0.0311554 | val_loss: 0.0311632 | Time: 3222.98 ms [2022-03-09 08:59:34 main:574] : INFO : Epoch 2039 | loss: 0.0311526 | val_loss: 0.0311612 | Time: 4009.43 ms [2022-03-09 08:59:38 main:574] : INFO : Epoch 2040 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 3155.06 ms [2022-03-09 08:59:40 main:574] : INFO : Epoch 2041 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 2784.27 ms [2022-03-09 08:59:44 main:574] : INFO : Epoch 2042 | loss: 0.0311529 | val_loss: 0.0311668 | Time: 3153.69 ms [2022-03-09 08:59:47 main:574] : INFO : Epoch 2043 | loss: 0.0311547 | val_loss: 0.0311624 | Time: 3553.9 ms [2022-03-09 08:59:50 main:574] : INFO : Epoch 2044 | loss: 0.0311523 | val_loss: 0.0311677 | Time: 2841.01 ms [2022-03-09 08:59:53 main:574] : INFO : Epoch 2045 | loss: 0.0311638 | val_loss: 0.0311808 | Time: 2744.39 ms [2022-03-09 08:59:56 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.031172 | Time: 2946.65 ms [2022-03-09 08:59:59 main:574] : INFO : Epoch 2047 | loss: 0.0311658 | val_loss: 0.0311698 | Time: 2997.77 ms [2022-03-09 09:00:02 main:574] : INFO : Epoch 2048 | loss: 0.0311614 | val_loss: 0.0311648 | Time: 2769.81 ms [2022-03-09 09:00:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311648 [2022-03-09 09:00:02 main:603] : INFO : Saving end state to config to file [2022-03-09 09:00:02 main:608] : INFO : Success, exiting.. 09:00:02 (14760): 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)