Task 12459624
| Name | ParityModified-1645998323-793-1-0_0 |
| Workunit | 9626469 |
| Created | 3 Mar 2022, 17:31:25 UTC |
| Sent | 7 Mar 2022, 19:03:48 UTC |
| Report deadline | 15 Mar 2022, 19:03:48 UTC |
| Received | 8 Mar 2022, 23:16:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 26 min 57 sec |
| CPU time | 1 hours 24 min 45 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 2388.15 ms
[2022-03-08 22:55:28 main:574] : INFO : Epoch 1543 | loss: 0.031153 | val_loss: 0.0311763 | Time: 2410.72 ms
[2022-03-08 22:55:30 main:574] : INFO : Epoch 1544 | loss: 0.031155 | val_loss: 0.0311858 | Time: 2361 ms
[2022-03-08 22:55:32 main:574] : INFO : Epoch 1545 | loss: 0.0311539 | val_loss: 0.0311738 | Time: 2410.82 ms
[2022-03-08 22:55:35 main:574] : INFO : Epoch 1546 | loss: 0.0311534 | val_loss: 0.0311753 | Time: 2431.31 ms
[2022-03-08 22:55:37 main:574] : INFO : Epoch 1547 | loss: 0.0311533 | val_loss: 0.0311778 | Time: 2370.29 ms
[2022-03-08 22:55:40 main:574] : INFO : Epoch 1548 | loss: 0.0311526 | val_loss: 0.0311741 | Time: 2657.19 ms
[2022-03-08 22:55:43 main:574] : INFO : Epoch 1549 | loss: 0.0311544 | val_loss: 0.0311734 | Time: 2419.68 ms
[2022-03-08 22:55:45 main:574] : INFO : Epoch 1550 | loss: 0.031157 | val_loss: 0.0311745 | Time: 2772.69 ms
[2022-03-08 22:55:48 main:574] : INFO : Epoch 1551 | loss: 0.0311602 | val_loss: 0.0311735 | Time: 2616.27 ms
[2022-03-08 22:55:50 main:574] : INFO : Epoch 1552 | loss: 0.031159 | val_loss: 0.0311741 | Time: 2410.41 ms
[2022-03-08 22:55:53 main:574] : INFO : Epoch 1553 | loss: 0.0311533 | val_loss: 0.031175 | Time: 2817.42 ms
[2022-03-08 22:55:56 main:574] : INFO : Epoch 1554 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 2477.53 ms
[2022-03-08 22:55:58 main:574] : INFO : Epoch 1555 | loss: 0.0311537 | val_loss: 0.0311769 | Time: 2361.16 ms
[2022-03-08 22:56:01 main:574] : INFO : Epoch 1556 | loss: 0.0311529 | val_loss: 0.0311764 | Time: 2340.9 ms
[2022-03-08 22:56:03 main:574] : INFO : Epoch 1557 | loss: 0.031153 | val_loss: 0.0311749 | Time: 2459.59 ms
[2022-03-08 22:56:06 main:574] : INFO : Epoch 1558 | loss: 0.0311559 | val_loss: 0.0311752 | Time: 2918.88 ms
[2022-03-08 22:56:09 main:574] : INFO : Epoch 1559 | loss: 0.0311542 | val_loss: 0.0311785 | Time: 2569.67 ms
[2022-03-08 22:56:12 main:574] : INFO : Epoch 1560 | loss: 0.0311562 | val_loss: 0.0311716 | Time: 2791.71 ms
[2022-03-08 22:56:14 main:574] : INFO : Epoch 1561 | loss: 0.0311542 | val_loss: 0.0311727 | Time: 2438.92 ms
[2022-03-08 22:56:16 main:574] : INFO : Epoch 1562 | loss: 0.0311523 | val_loss: 0.0311734 | Time: 2417.49 ms
[2022-03-08 22:56:19 main:574] : INFO : Epoch 1563 | loss: 0.0311528 | val_loss: 0.0311746 | Time: 2487.61 ms
[2022-03-08 22:56:22 main:574] : INFO : Epoch 1564 | loss: 0.0311505 | val_loss: 0.0311736 | Time: 2591.72 ms
[2022-03-08 22:56:24 main:574] : INFO : Epoch 1565 | loss: 0.0311511 | val_loss: 0.0311789 | Time: 2405.72 ms
[2022-03-08 22:56:26 main:574] : INFO : Epoch 1566 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 2391.64 ms
[2022-03-08 22:56:29 main:574] : INFO : Epoch 1567 | loss: 0.0311566 | val_loss: 0.031173 | Time: 2405.36 ms
[2022-03-08 22:56:32 main:574] : INFO : Epoch 1568 | loss: 0.0311566 | val_loss: 0.0311745 | Time: 2577.71 ms
[2022-03-08 22:56:34 main:574] : INFO : Epoch 1569 | loss: 0.0311512 | val_loss: 0.0311772 | Time: 2698.09 ms
[2022-03-08 22:56:37 main:574] : INFO : Epoch 1570 | loss: 0.0311577 | val_loss: 0.0311813 | Time: 2443.49 ms
[2022-03-08 22:56:39 main:574] : INFO : Epoch 1571 | loss: 0.0311656 | val_loss: 0.0311863 | Time: 2583.76 ms
[2022-03-08 22:56:42 main:574] : INFO : Epoch 1572 | loss: 0.0311587 | val_loss: 0.0311771 | Time: 2367.25 ms
[2022-03-08 22:56:44 main:574] : INFO : Epoch 1573 | loss: 0.0311542 | val_loss: 0.0311776 | Time: 2448.73 ms
[2022-03-08 22:56:47 main:574] : INFO : Epoch 1574 | loss: 0.0311544 | val_loss: 0.0311752 | Time: 2404.56 ms
[2022-03-08 22:56:49 main:574] : INFO : Epoch 1575 | loss: 0.0311517 | val_loss: 0.0311712 | Time: 2469.41 ms
[2022-03-08 22:56:52 main:574] : INFO : Epoch 1576 | loss: 0.0311527 | val_loss: 0.0311837 | Time: 2596.13 ms
[2022-03-08 22:56:54 main:574] : INFO : Epoch 1577 | loss: 0.0311572 | val_loss: 0.0311825 | Time: 2412.39 ms
[2022-03-08 22:56:57 main:574] : INFO : Epoch 1578 | loss: 0.0311564 | val_loss: 0.0311765 | Time: 2458.73 ms
[2022-03-08 22:56:59 main:574] : INFO : Epoch 1579 | loss: 0.0311536 | val_loss: 0.0311765 | Time: 2478.13 ms
[2022-03-08 22:57:02 main:574] : INFO : Epoch 1580 | loss: 0.0311524 | val_loss: 0.0311745 | Time: 2695.45 ms
[2022-03-08 22:57:05 main:574] : INFO : Epoch 1581 | loss: 0.0311512 | val_loss: 0.031176 | Time: 2582.98 ms
[2022-03-08 22:57:07 main:574] : INFO : Epoch 1582 | loss: 0.0311513 | val_loss: 0.0311766 | Time: 2484.93 ms
[2022-03-08 22:57:10 main:574] : INFO : Epoch 1583 | loss: 0.0311501 | val_loss: 0.0311748 | Time: 2381.12 ms
[2022-03-08 22:57:12 main:574] : INFO : Epoch 1584 | loss: 0.0311492 | val_loss: 0.0311784 | Time: 2394.71 ms
[2022-03-08 22:57:15 main:574] : INFO : Epoch 1585 | loss: 0.0311547 | val_loss: 0.0311909 | Time: 2672.39 ms
[2022-03-08 22:57:17 main:574] : INFO : Epoch 1586 | loss: 0.0311532 | val_loss: 0.031175 | Time: 2547.18 ms
[2022-03-08 22:57:20 main:574] : INFO : Epoch 1587 | loss: 0.0311564 | val_loss: 0.031186 | Time: 2570.7 ms
[2022-03-08 22:57:23 main:574] : INFO : Epoch 1588 | loss: 0.0311528 | val_loss: 0.0311735 | Time: 2816.87 ms
[2022-03-08 22:57:26 main:574] : INFO : Epoch 1589 | loss: 0.0311528 | val_loss: 0.0311749 | Time: 2867.48 ms
[2022-03-08 22:57:28 main:574] : INFO : Epoch 1590 | loss: 0.0311515 | val_loss: 0.0311777 | Time: 2488.29 ms
[2022-03-08 22:57:31 main:574] : INFO : Epoch 1591 | loss: 0.0311519 | val_loss: 0.031173 | Time: 2385.48 ms
[2022-03-08 22:57:33 main:574] : INFO : Epoch 1592 | loss: 0.0311509 | val_loss: 0.0311735 | Time: 2361.16 ms
[2022-03-08 22:57:35 main:574] : INFO : Epoch 1593 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2391.26 ms
[2022-03-08 22:57:38 main:574] : INFO : Epoch 1594 | loss: 0.0311522 | val_loss: 0.0311787 | Time: 2348.58 ms
[2022-03-08 22:57:40 main:574] : INFO : Epoch 1595 | loss: 0.0311525 | val_loss: 0.0311743 | Time: 2373.23 ms
[2022-03-08 22:57:43 main:574] : INFO : Epoch 1596 | loss: 0.0311503 | val_loss: 0.0311793 | Time: 2427.94 ms
[2022-03-08 22:57:45 main:574] : INFO : Epoch 1597 | loss: 0.0311514 | val_loss: 0.0311744 | Time: 2428.94 ms
[2022-03-08 22:57:48 main:574] : INFO : Epoch 1598 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 2423.05 ms
[2022-03-08 22:57:50 main:574] : INFO : Epoch 1599 | loss: 0.0311532 | val_loss: 0.0311779 | Time: 2648.48 ms
[2022-03-08 22:57:53 main:574] : INFO : Epoch 1600 | loss: 0.0311561 | val_loss: 0.0311757 | Time: 2404.85 ms
[2022-03-08 22:57:56 main:574] : INFO : Epoch 1601 | loss: 0.0311537 | val_loss: 0.0311783 | Time: 2698.45 ms
[2022-03-08 22:57:58 main:574] : INFO : Epoch 1602 | loss: 0.0311537 | val_loss: 0.0311752 | Time: 2438.9 ms
[2022-03-08 22:58:00 main:574] : INFO : Epoch 1603 | loss: 0.0311541 | val_loss: 0.0311728 | Time: 2371.22 ms
[2022-03-08 22:58:03 main:574] : INFO : Epoch 1604 | loss: 0.031153 | val_loss: 0.0311809 | Time: 2434.7 ms
[2022-03-08 22:58:06 main:574] : INFO : Epoch 1605 | loss: 0.0311549 | val_loss: 0.0311783 | Time: 2469.51 ms
[2022-03-08 22:58:08 main:574] : INFO : Epoch 1606 | loss: 0.0311546 | val_loss: 0.0311805 | Time: 2415.33 ms
[2022-03-08 22:58:10 main:574] : INFO : Epoch 1607 | loss: 0.0311517 | val_loss: 0.031174 | Time: 2395.15 ms
[2022-03-08 22:58:13 main:574] : INFO : Epoch 1608 | loss: 0.0311515 | val_loss: 0.0311732 | Time: 2399.01 ms
[2022-03-08 22:58:15 main:574] : INFO : Epoch 1609 | loss: 0.0311515 | val_loss: 0.0311771 | Time: 2584 ms
[2022-03-08 22:58:18 main:574] : INFO : Epoch 1610 | loss: 0.031151 | val_loss: 0.0311762 | Time: 2403.02 ms
[2022-03-08 22:58:20 main:574] : INFO : Epoch 1611 | loss: 0.0311537 | val_loss: 0.0311754 | Time: 2389.16 ms
[2022-03-08 22:58:23 main:574] : INFO : Epoch 1612 | loss: 0.031156 | val_loss: 0.0311729 | Time: 2564.65 ms
[2022-03-08 22:58:25 main:574] : INFO : Epoch 1613 | loss: 0.0311579 | val_loss: 0.0311774 | Time: 2462.76 ms
[2022-03-08 22:58:28 main:574] : INFO : Epoch 1614 | loss: 0.0311574 | val_loss: 0.0311723 | Time: 2415.9 ms
[2022-03-08 22:58:30 main:574] : INFO : Epoch 1615 | loss: 0.0311567 | val_loss: 0.0311829 | Time: 2457.72 ms
[2022-03-08 22:58:33 main:574] : INFO : Epoch 1616 | loss: 0.0311567 | val_loss: 0.0311762 | Time: 2561.06 ms
[2022-03-08 22:58:36 main:574] : INFO : Epoch 1617 | loss: 0.0311543 | val_loss: 0.0311723 | Time: 2448.05 ms
[2022-03-08 22:58:38 main:574] : INFO : Epoch 1618 | loss: 0.031155 | val_loss: 0.0311775 | Time: 2591.02 ms
[2022-03-08 22:58:41 main:574] : INFO : Epoch 1619 | loss: 0.0311599 | val_loss: 0.031181 | Time: 2545.72 ms
[2022-03-08 22:58:43 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.0311766 | Time: 2448.53 ms
[2022-03-08 22:58:46 main:574] : INFO : Epoch 1621 | loss: 0.0311598 | val_loss: 0.0311846 | Time: 2378.73 ms
[2022-03-08 22:58:48 main:574] : INFO : Epoch 1622 | loss: 0.0311549 | val_loss: 0.031182 | Time: 2356.64 ms
[2022-03-08 22:58:51 main:574] : INFO : Epoch 1623 | loss: 0.0311537 | val_loss: 0.031175 | Time: 2380.05 ms
[2022-03-08 22:58:53 main:574] : INFO : Epoch 1624 | loss: 0.0311521 | val_loss: 0.0311735 | Time: 2363.39 ms
[2022-03-08 22:58:55 main:574] : INFO : Epoch 1625 | loss: 0.0311517 | val_loss: 0.0311714 | Time: 2361.07 ms
[2022-03-08 22:58:58 main:574] : INFO : Epoch 1626 | loss: 0.0311516 | val_loss: 0.0311708 | Time: 2840.42 ms
[2022-03-08 22:59:01 main:574] : INFO : Epoch 1627 | loss: 0.0311536 | val_loss: 0.031175 | Time: 2640.87 ms
[2022-03-08 22:59:03 main:574] : INFO : Epoch 1628 | loss: 0.0311594 | val_loss: 0.0311731 | Time: 2440.1 ms
[2022-03-08 22:59:06 main:574] : INFO : Epoch 1629 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 2405.57 ms
[2022-03-08 22:59:08 main:574] : INFO : Epoch 1630 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 2431.3 ms
[2022-03-08 22:59:11 main:574] : INFO : Epoch 1631 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 2364.57 ms
[2022-03-08 22:59:14 main:574] : INFO : Epoch 1632 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 2802.71 ms
[2022-03-08 22:59:16 main:574] : INFO : Epoch 1633 | loss: 0.0311616 | val_loss: 0.0311751 | Time: 2341.22 ms
[2022-03-08 22:59:19 main:574] : INFO : Epoch 1634 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 2432.71 ms
[2022-03-08 22:59:21 main:574] : INFO : Epoch 1635 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 2657.99 ms
[2022-03-08 22:59:24 main:574] : INFO : Epoch 1636 | loss: 0.0311559 | val_loss: 0.0311681 | Time: 2640.19 ms
[2022-03-08 22:59:26 main:574] : INFO : Epoch 1637 | loss: 0.0311583 | val_loss: 0.0311684 | Time: 2380.01 ms
[2022-03-08 22:59:29 main:574] : INFO : Epoch 1638 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 2403.22 ms
[2022-03-08 22:59:31 main:574] : INFO : Epoch 1639 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 2429.49 ms
[2022-03-08 22:59:34 main:574] : INFO : Epoch 1640 | loss: 0.0311613 | val_loss: 0.0311685 | Time: 2353.64 ms
[2022-03-08 22:59:36 main:574] : INFO : Epoch 1641 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 2317.11 ms
[2022-03-08 22:59:38 main:574] : INFO : Epoch 1642 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 2438.17 ms
[2022-03-08 22:59:41 main:574] : INFO : Epoch 1643 | loss: 0.0311582 | val_loss: 0.031168 | Time: 2491.09 ms
[2022-03-08 22:59:44 main:574] : INFO : Epoch 1644 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 2896.48 ms
[2022-03-08 22:59:47 main:574] : INFO : Epoch 1645 | loss: 0.031156 | val_loss: 0.0311676 | Time: 2681.31 ms
[2022-03-08 22:59:49 main:574] : INFO : Epoch 1646 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 2328.33 ms
[2022-03-08 22:59:52 main:574] : INFO : Epoch 1647 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 2497.8 ms
[2022-03-08 22:59:54 main:574] : INFO : Epoch 1648 | loss: 0.0311613 | val_loss: 0.0311661 | Time: 2495.93 ms
[2022-03-08 22:59:57 main:574] : INFO : Epoch 1649 | loss: 0.0311648 | val_loss: 0.0311657 | Time: 2376.33 ms
[2022-03-08 22:59:59 main:574] : INFO : Epoch 1650 | loss: 0.0311684 | val_loss: 0.0311956 | Time: 2469.82 ms
[2022-03-08 23:00:02 main:574] : INFO : Epoch 1651 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 2435.03 ms
[2022-03-08 23:00:04 main:574] : INFO : Epoch 1652 | loss: 0.0311725 | val_loss: 0.0311751 | Time: 2459.11 ms
[2022-03-08 23:00:07 main:574] : INFO : Epoch 1653 | loss: 0.0311755 | val_loss: 0.0311753 | Time: 2439.87 ms
[2022-03-08 23:00:09 main:574] : INFO : Epoch 1654 | loss: 0.0311699 | val_loss: 0.031173 | Time: 2443.7 ms
[2022-03-08 23:00:12 main:574] : INFO : Epoch 1655 | loss: 0.0311706 | val_loss: 0.0311731 | Time: 2667.89 ms
[2022-03-08 23:00:15 main:574] : INFO : Epoch 1656 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 2625.12 ms
[2022-03-08 23:00:17 main:574] : INFO : Epoch 1657 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 2455.43 ms
[2022-03-08 23:00:20 main:574] : INFO : Epoch 1658 | loss: 0.0311647 | val_loss: 0.0311703 | Time: 2393.34 ms
[2022-03-08 23:00:22 main:574] : INFO : Epoch 1659 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 2389.25 ms
[2022-03-08 23:00:24 main:574] : INFO : Epoch 1660 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 2437.34 ms
[2022-03-08 23:00:27 main:574] : INFO : Epoch 1661 | loss: 0.0311633 | val_loss: 0.031169 | Time: 2476.4 ms
[2022-03-08 23:00:29 main:574] : INFO : Epoch 1662 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 2361.95 ms
[2022-03-08 23:00:32 main:574] : INFO : Epoch 1663 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 2479.42 ms
[2022-03-08 23:00:35 main:574] : INFO : Epoch 1664 | loss: 0.0311664 | val_loss: 0.0311687 | Time: 2639.31 ms
[2022-03-08 23:00:37 main:574] : INFO : Epoch 1665 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 2500.62 ms
[2022-03-08 23:00:40 main:574] : INFO : Epoch 1666 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 2657.9 ms
[2022-03-08 23:00:42 main:574] : INFO : Epoch 1667 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 2329.77 ms
[2022-03-08 23:00:45 main:574] : INFO : Epoch 1668 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2380.43 ms
[2022-03-08 23:00:47 main:574] : INFO : Epoch 1669 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 2413.16 ms
[2022-03-08 23:00:50 main:574] : INFO : Epoch 1670 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 2370.33 ms
[2022-03-08 23:00:52 main:574] : INFO : Epoch 1671 | loss: 0.031162 | val_loss: 0.0311728 | Time: 2639.9 ms
[2022-03-08 23:00:55 main:574] : INFO : Epoch 1672 | loss: 0.0311716 | val_loss: 0.0311869 | Time: 2389.62 ms
[2022-03-08 23:00:57 main:574] : INFO : Epoch 1673 | loss: 0.0311739 | val_loss: 0.0311803 | Time: 2564.22 ms
[2022-03-08 23:01:00 main:574] : INFO : Epoch 1674 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2822.38 ms
[2022-03-08 23:01:03 main:574] : INFO : Epoch 1675 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 2368.18 ms
[2022-03-08 23:01:05 main:574] : INFO : Epoch 1676 | loss: 0.0311751 | val_loss: 0.0311722 | Time: 2405.49 ms
[2022-03-08 23:01:08 main:574] : INFO : Epoch 1677 | loss: 0.031171 | val_loss: 0.0311709 | Time: 2550.02 ms
[2022-03-08 23:01:10 main:574] : INFO : Epoch 1678 | loss: 0.0311696 | val_loss: 0.0311714 | Time: 2426.72 ms
[2022-03-08 23:01:13 main:574] : INFO : Epoch 1679 | loss: 0.0311698 | val_loss: 0.031172 | Time: 2469.02 ms
[2022-03-08 23:01:15 main:574] : INFO : Epoch 1680 | loss: 0.0311706 | val_loss: 0.0311708 | Time: 2605.23 ms
[2022-03-08 23:01:18 main:574] : INFO : Epoch 1681 | loss: 0.0311682 | val_loss: 0.031172 | Time: 2547.2 ms
[2022-03-08 23:01:20 main:574] : INFO : Epoch 1682 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 2552.94 ms
[2022-03-08 23:01:23 main:574] : INFO : Epoch 1683 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 2595.01 ms
[2022-03-08 23:01:26 main:574] : INFO : Epoch 1684 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 2438.63 ms
[2022-03-08 23:01:28 main:574] : INFO : Epoch 1685 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 2571.6 ms
[2022-03-08 23:01:31 main:574] : INFO : Epoch 1686 | loss: 0.031165 | val_loss: 0.0311772 | Time: 2424.03 ms
[2022-03-08 23:01:33 main:574] : INFO : Epoch 1687 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2622.14 ms
[2022-03-08 23:01:36 main:574] : INFO : Epoch 1688 | loss: 0.0311686 | val_loss: 0.0311764 | Time: 2400.25 ms
[2022-03-08 23:01:38 main:574] : INFO : Epoch 1689 | loss: 0.0311664 | val_loss: 0.0311708 | Time: 2563.88 ms
[2022-03-08 23:01:41 main:574] : INFO : Epoch 1690 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 2458.53 ms
[2022-03-08 23:01:43 main:574] : INFO : Epoch 1691 | loss: 0.0311718 | val_loss: 0.0311686 | Time: 2470.81 ms
[2022-03-08 23:01:46 main:574] : INFO : Epoch 1692 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 2368.26 ms
[2022-03-08 23:01:48 main:574] : INFO : Epoch 1693 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 2583.95 ms
[2022-03-08 23:01:51 main:574] : INFO : Epoch 1694 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 2418.97 ms
[2022-03-08 23:01:53 main:574] : INFO : Epoch 1695 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 2411.43 ms
[2022-03-08 23:01:56 main:574] : INFO : Epoch 1696 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 2633.91 ms
[2022-03-08 23:01:58 main:574] : INFO : Epoch 1697 | loss: 0.031165 | val_loss: 0.0311692 | Time: 2388.93 ms
[2022-03-08 23:02:01 main:574] : INFO : Epoch 1698 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 2374.37 ms
[2022-03-08 23:02:03 main:574] : INFO : Epoch 1699 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 2355.11 ms
[2022-03-08 23:02:06 main:574] : INFO : Epoch 1700 | loss: 0.031164 | val_loss: 0.0311758 | Time: 2434.4 ms
[2022-03-08 23:02:08 main:574] : INFO : Epoch 1701 | loss: 0.031167 | val_loss: 0.0311708 | Time: 2719.86 ms
[2022-03-08 23:02:11 main:574] : INFO : Epoch 1702 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 2523.13 ms
[2022-03-08 23:02:14 main:574] : INFO : Epoch 1703 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2579.93 ms
[2022-03-08 23:02:16 main:574] : INFO : Epoch 1704 | loss: 0.0311648 | val_loss: 0.0311739 | Time: 2483.2 ms
[2022-03-08 23:02:19 main:574] : INFO : Epoch 1705 | loss: 0.031168 | val_loss: 0.0311716 | Time: 2563.65 ms
[2022-03-08 23:02:21 main:574] : INFO : Epoch 1706 | loss: 0.0311634 | val_loss: 0.0311709 | Time: 2489.7 ms
[2022-03-08 23:02:24 main:574] : INFO : Epoch 1707 | loss: 0.0311632 | val_loss: 0.0311803 | Time: 2863.27 ms
[2022-03-08 23:02:27 main:574] : INFO : Epoch 1708 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 2549.05 ms
[2022-03-08 23:02:30 main:574] : INFO : Epoch 1709 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 2454.13 ms
[2022-03-08 23:02:32 main:574] : INFO : Epoch 1710 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 2409.6 ms
[2022-03-08 23:02:35 main:574] : INFO : Epoch 1711 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2663.11 ms
[2022-03-08 23:02:37 main:574] : INFO : Epoch 1712 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 2380.5 ms
[2022-03-08 23:02:40 main:574] : INFO : Epoch 1713 | loss: 0.0311637 | val_loss: 0.0311687 | Time: 2417.3 ms
[2022-03-08 23:02:42 main:574] : INFO : Epoch 1714 | loss: 0.0311618 | val_loss: 0.0311685 | Time: 2602.91 ms
[2022-03-08 23:02:45 main:574] : INFO : Epoch 1715 | loss: 0.0311593 | val_loss: 0.0311686 | Time: 2506.56 ms
[2022-03-08 23:02:47 main:574] : INFO : Epoch 1716 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 2644.66 ms
[2022-03-08 23:02:50 main:574] : INFO : Epoch 1717 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 2430.35 ms
[2022-03-08 23:02:53 main:574] : INFO : Epoch 1718 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 2437.07 ms
[2022-03-08 23:02:55 main:574] : INFO : Epoch 1719 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 2443.61 ms
[2022-03-08 23:02:58 main:574] : INFO : Epoch 1720 | loss: 0.0311624 | val_loss: 0.0311812 | Time: 2400.54 ms
[2022-03-08 23:03:00 main:574] : INFO : Epoch 1721 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 2440.08 ms
[2022-03-08 23:03:02 main:574] : INFO : Epoch 1722 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 2383.58 ms
[2022-03-08 23:03:05 main:574] : INFO : Epoch 1723 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 2387.2 ms
[2022-03-08 23:03:08 main:574] : INFO : Epoch 1724 | loss: 0.0311606 | val_loss: 0.0311684 | Time: 2776.96 ms
[2022-03-08 23:03:10 main:574] : INFO : Epoch 1725 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 2574.47 ms
[2022-03-08 23:03:13 main:574] : INFO : Epoch 1726 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 2720.58 ms
[2022-03-08 23:03:16 main:574] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.0311762 | Time: 2479.14 ms
[2022-03-08 23:03:18 main:574] : INFO : Epoch 1728 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 2465.41 ms
[2022-03-08 23:03:20 main:574] : INFO : Epoch 1729 | loss: 0.0311595 | val_loss: 0.031169 | Time: 2326.22 ms
[2022-03-08 23:03:23 main:574] : INFO : Epoch 1730 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 2523.83 ms
[2022-03-08 23:03:26 main:574] : INFO : Epoch 1731 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 2531.41 ms
[2022-03-08 23:03:28 main:574] : INFO : Epoch 1732 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 2532.44 ms
[2022-03-08 23:03:31 main:574] : INFO : Epoch 1733 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 2467.86 ms
[2022-03-08 23:03:34 main:574] : INFO : Epoch 1734 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 2753.99 ms
[2022-03-08 23:03:36 main:574] : INFO : Epoch 1735 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 2487.2 ms
[2022-03-08 23:03:39 main:574] : INFO : Epoch 1736 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 2597.95 ms
[2022-03-08 23:03:41 main:574] : INFO : Epoch 1737 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 2601.33 ms
[2022-03-08 23:03:44 main:574] : INFO : Epoch 1738 | loss: 0.0311597 | val_loss: 0.0311806 | Time: 2550.02 ms
[2022-03-08 23:03:46 main:574] : INFO : Epoch 1739 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 2475.14 ms
[2022-03-08 23:03:49 main:574] : INFO : Epoch 1740 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 2405.27 ms
[2022-03-08 23:03:51 main:574] : INFO : Epoch 1741 | loss: 0.0311613 | val_loss: 0.0311843 | Time: 2463.39 ms
[2022-03-08 23:03:54 main:574] : INFO : Epoch 1742 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 2377.11 ms
[2022-03-08 23:03:56 main:574] : INFO : Epoch 1743 | loss: 0.0311678 | val_loss: 0.0311711 | Time: 2500.33 ms
[2022-03-08 23:03:59 main:574] : INFO : Epoch 1744 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 2465.7 ms
[2022-03-08 23:04:02 main:574] : INFO : Epoch 1745 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 2777.97 ms
[2022-03-08 23:04:04 main:574] : INFO : Epoch 1746 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 2427.34 ms
[2022-03-08 23:04:07 main:574] : INFO : Epoch 1747 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 2399.34 ms
[2022-03-08 23:04:09 main:574] : INFO : Epoch 1748 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2568.32 ms
[2022-03-08 23:04:12 main:574] : INFO : Epoch 1749 | loss: 0.0311601 | val_loss: 0.0311738 | Time: 2345.43 ms
[2022-03-08 23:04:14 main:574] : INFO : Epoch 1750 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 2714.76 ms
[2022-03-08 23:04:17 main:574] : INFO : Epoch 1751 | loss: 0.0311588 | val_loss: 0.0311759 | Time: 2441.2 ms
[2022-03-08 23:04:19 main:574] : INFO : Epoch 1752 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 2381.5 ms
[2022-03-08 23:04:22 main:574] : INFO : Epoch 1753 | loss: 0.0311567 | val_loss: 0.0311722 | Time: 2662.99 ms
[2022-03-08 23:04:25 main:574] : INFO : Epoch 1754 | loss: 0.031157 | val_loss: 0.0311758 | Time: 2702.28 ms
[2022-03-08 23:04:27 main:574] : INFO : Epoch 1755 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 2566.05 ms
[2022-03-08 23:04:30 main:574] : INFO : Epoch 1756 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2594.5 ms
[2022-03-08 23:04:32 main:574] : INFO : Epoch 1757 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 2427.2 ms
[2022-03-08 23:04:35 main:574] : INFO : Epoch 1758 | loss: 0.0311583 | val_loss: 0.0311755 | Time: 2395.56 ms
[2022-03-08 23:04:37 main:574] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.031172 | Time: 2381.92 ms
[2022-03-08 23:04:40 main:574] : INFO : Epoch 1760 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 2455.36 ms
[2022-03-08 23:04:42 main:574] : INFO : Epoch 1761 | loss: 0.0311584 | val_loss: 0.031172 | Time: 2315.89 ms
[2022-03-08 23:04:45 main:574] : INFO : Epoch 1762 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 2458.11 ms
[2022-03-08 23:04:47 main:574] : INFO : Epoch 1763 | loss: 0.0311575 | val_loss: 0.031173 | Time: 2495.22 ms
[2022-03-08 23:04:50 main:574] : INFO : Epoch 1764 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 2524.2 ms
[2022-03-08 23:04:52 main:574] : INFO : Epoch 1765 | loss: 0.0311576 | val_loss: 0.031178 | Time: 2417.56 ms
[2022-03-08 23:04:55 main:574] : INFO : Epoch 1766 | loss: 0.0311638 | val_loss: 0.0311683 | Time: 2460.1 ms
[2022-03-08 23:04:57 main:574] : INFO : Epoch 1767 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 2394.47 ms
[2022-03-08 23:05:00 main:574] : INFO : Epoch 1768 | loss: 0.03116 | val_loss: 0.0311711 | Time: 2652.83 ms
[2022-03-08 23:05:02 main:574] : INFO : Epoch 1769 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 2527.1 ms
[2022-03-08 23:05:05 main:574] : INFO : Epoch 1770 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 2358.88 ms
[2022-03-08 23:05:07 main:574] : INFO : Epoch 1771 | loss: 0.0311594 | val_loss: 0.031172 | Time: 2519.86 ms
[2022-03-08 23:05:10 main:574] : INFO : Epoch 1772 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 2619.58 ms
[2022-03-08 23:05:13 main:574] : INFO : Epoch 1773 | loss: 0.0311555 | val_loss: 0.031173 | Time: 2469.05 ms
[2022-03-08 23:05:15 main:574] : INFO : Epoch 1774 | loss: 0.0311555 | val_loss: 0.031171 | Time: 2404.56 ms
[2022-03-08 23:05:17 main:574] : INFO : Epoch 1775 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 2333.06 ms
[2022-03-08 23:05:20 main:574] : INFO : Epoch 1776 | loss: 0.0311571 | val_loss: 0.0311701 | Time: 2504.82 ms
[2022-03-08 23:05:23 main:574] : INFO : Epoch 1777 | loss: 0.031155 | val_loss: 0.0311725 | Time: 2593.53 ms
[2022-03-08 23:05:25 main:574] : INFO : Epoch 1778 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 2344.92 ms
[2022-03-08 23:05:27 main:574] : INFO : Epoch 1779 | loss: 0.0311591 | val_loss: 0.0311846 | Time: 2383.19 ms
[2022-03-08 23:05:30 main:574] : INFO : Epoch 1780 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 2502.32 ms
[2022-03-08 23:05:33 main:574] : INFO : Epoch 1781 | loss: 0.0311546 | val_loss: 0.0311726 | Time: 2588.83 ms
[2022-03-08 23:05:35 main:574] : INFO : Epoch 1782 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 2565.93 ms
[2022-03-08 23:05:38 main:574] : INFO : Epoch 1783 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2437.1 ms
[2022-03-08 23:05:40 main:574] : INFO : Epoch 1784 | loss: 0.031156 | val_loss: 0.031172 | Time: 2490.15 ms
[2022-03-08 23:05:42 main:574] : INFO : Epoch 1785 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 2285.12 ms
[2022-03-08 23:05:45 main:574] : INFO : Epoch 1786 | loss: 0.031156 | val_loss: 0.031171 | Time: 2462.11 ms
[2022-03-08 23:05:47 main:574] : INFO : Epoch 1787 | loss: 0.031156 | val_loss: 0.0311706 | Time: 2381.02 ms
[2022-03-08 23:05:50 main:574] : INFO : Epoch 1788 | loss: 0.0311567 | val_loss: 0.0311734 | Time: 2421.82 ms
[2022-03-08 23:05:52 main:574] : INFO : Epoch 1789 | loss: 0.0311563 | val_loss: 0.0311691 | Time: 2568.55 ms
[2022-03-08 23:05:55 main:574] : INFO : Epoch 1790 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 2468.59 ms
[2022-03-08 23:05:57 main:574] : INFO : Epoch 1791 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2372.64 ms
[2022-03-08 23:06:00 main:574] : INFO : Epoch 1792 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 2470.81 ms
[2022-03-08 23:06:02 main:574] : INFO : Epoch 1793 | loss: 0.0311553 | val_loss: 0.0311719 | Time: 2571.09 ms
[2022-03-08 23:06:05 main:574] : INFO : Epoch 1794 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 2716.17 ms
[2022-03-08 23:06:08 main:574] : INFO : Epoch 1795 | loss: 0.0311548 | val_loss: 0.0311809 | Time: 2762.64 ms
[2022-03-08 23:06:10 main:574] : INFO : Epoch 1796 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 2354.98 ms
[2022-03-08 23:06:13 main:574] : INFO : Epoch 1797 | loss: 0.0311544 | val_loss: 0.0311663 | Time: 2408.2 ms
[2022-03-08 23:06:15 main:574] : INFO : Epoch 1798 | loss: 0.031152 | val_loss: 0.0311677 | Time: 2361.17 ms
[2022-03-08 23:06:18 main:574] : INFO : Epoch 1799 | loss: 0.0311522 | val_loss: 0.0311675 | Time: 2339.38 ms
[2022-03-08 23:06:20 main:574] : INFO : Epoch 1800 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 2363.29 ms
[2022-03-08 23:06:22 main:574] : INFO : Epoch 1801 | loss: 0.0311556 | val_loss: 0.0311671 | Time: 2416.51 ms
[2022-03-08 23:06:25 main:574] : INFO : Epoch 1802 | loss: 0.031157 | val_loss: 0.0311693 | Time: 2620.08 ms
[2022-03-08 23:06:28 main:574] : INFO : Epoch 1803 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 2445.71 ms
[2022-03-08 23:06:30 main:574] : INFO : Epoch 1804 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 2576.74 ms
[2022-03-08 23:06:33 main:574] : INFO : Epoch 1805 | loss: 0.031154 | val_loss: 0.0311683 | Time: 2414.93 ms
[2022-03-08 23:06:35 main:574] : INFO : Epoch 1806 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 2389.12 ms
[2022-03-08 23:06:38 main:574] : INFO : Epoch 1807 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 2383.12 ms
[2022-03-08 23:06:40 main:574] : INFO : Epoch 1808 | loss: 0.0311562 | val_loss: 0.0311781 | Time: 2345.82 ms
[2022-03-08 23:06:42 main:574] : INFO : Epoch 1809 | loss: 0.0311535 | val_loss: 0.0311699 | Time: 2350.85 ms
[2022-03-08 23:06:45 main:574] : INFO : Epoch 1810 | loss: 0.0311516 | val_loss: 0.0311685 | Time: 2480.9 ms
[2022-03-08 23:06:48 main:574] : INFO : Epoch 1811 | loss: 0.0311518 | val_loss: 0.0311675 | Time: 2692.87 ms
[2022-03-08 23:06:50 main:574] : INFO : Epoch 1812 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 2497.66 ms
[2022-03-08 23:06:53 main:574] : INFO : Epoch 1813 | loss: 0.0311517 | val_loss: 0.0311766 | Time: 2522.83 ms
[2022-03-08 23:06:55 main:574] : INFO : Epoch 1814 | loss: 0.0311523 | val_loss: 0.0311736 | Time: 2461.54 ms
[2022-03-08 23:06:58 main:574] : INFO : Epoch 1815 | loss: 0.0311545 | val_loss: 0.0311716 | Time: 2386.88 ms
[2022-03-08 23:07:00 main:574] : INFO : Epoch 1816 | loss: 0.0311543 | val_loss: 0.0311674 | Time: 2423.74 ms
[2022-03-08 23:07:03 main:574] : INFO : Epoch 1817 | loss: 0.0311528 | val_loss: 0.0311683 | Time: 2407.89 ms
[2022-03-08 23:07:05 main:574] : INFO : Epoch 1818 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 2428.68 ms
[2022-03-08 23:07:08 main:574] : INFO : Epoch 1819 | loss: 0.0311507 | val_loss: 0.0311741 | Time: 2581.6 ms
[2022-03-08 23:07:10 main:574] : INFO : Epoch 1820 | loss: 0.0311516 | val_loss: 0.0311707 | Time: 2576.49 ms
[2022-03-08 23:07:13 main:574] : INFO : Epoch 1821 | loss: 0.0311555 | val_loss: 0.0311765 | Time: 2450.92 ms
[2022-03-08 23:07:15 main:574] : INFO : Epoch 1822 | loss: 0.0311597 | val_loss: 0.0311779 | Time: 2513.72 ms
[2022-03-08 23:07:18 main:574] : INFO : Epoch 1823 | loss: 0.0311555 | val_loss: 0.0311668 | Time: 2444.6 ms
[2022-03-08 23:07:20 main:574] : INFO : Epoch 1824 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 2520.41 ms
[2022-03-08 23:07:23 main:574] : INFO : Epoch 1825 | loss: 0.031153 | val_loss: 0.0311688 | Time: 2552.12 ms
[2022-03-08 23:07:25 main:574] : INFO : Epoch 1826 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 2468.92 ms
[2022-03-08 23:07:28 main:574] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311744 | Time: 2483.05 ms
[2022-03-08 23:07:30 main:574] : INFO : Epoch 1828 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 2427.63 ms
[2022-03-08 23:07:33 main:574] : INFO : Epoch 1829 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 2542.82 ms
[2022-03-08 23:07:35 main:574] : INFO : Epoch 1830 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 2398.54 ms
[2022-03-08 23:07:38 main:574] : INFO : Epoch 1831 | loss: 0.0311548 | val_loss: 0.0311703 | Time: 2435.35 ms
[2022-03-08 23:07:40 main:574] : INFO : Epoch 1832 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 2314.88 ms
[2022-03-08 23:07:43 main:574] : INFO : Epoch 1833 | loss: 0.0311522 | val_loss: 0.0311715 | Time: 2425.69 ms
[2022-03-08 23:07:45 main:574] : INFO : Epoch 1834 | loss: 0.0311523 | val_loss: 0.0311702 | Time: 2538.17 ms
[2022-03-08 23:07:48 main:574] : INFO : Epoch 1835 | loss: 0.0311525 | val_loss: 0.0311684 | Time: 2572.64 ms
[2022-03-08 23:07:50 main:574] : INFO : Epoch 1836 | loss: 0.03115 | val_loss: 0.0311689 | Time: 2600.76 ms
[2022-03-08 23:07:53 main:574] : INFO : Epoch 1837 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 2482.54 ms
[2022-03-08 23:07:56 main:574] : INFO : Epoch 1838 | loss: 0.0311503 | val_loss: 0.0311675 | Time: 2526.01 ms
[2022-03-08 23:07:58 main:574] : INFO : Epoch 1839 | loss: 0.0311498 | val_loss: 0.0311658 | Time: 2584.47 ms
[2022-03-08 23:08:01 main:574] : INFO : Epoch 1840 | loss: 0.0311534 | val_loss: 0.0311729 | Time: 2557.76 ms
[2022-03-08 23:08:03 main:574] : INFO : Epoch 1841 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 2435.9 ms
[2022-03-08 23:08:06 main:574] : INFO : Epoch 1842 | loss: 0.0311533 | val_loss: 0.0311774 | Time: 2360.29 ms
[2022-03-08 23:08:08 main:574] : INFO : Epoch 1843 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 2384.63 ms
[2022-03-08 23:08:11 main:574] : INFO : Epoch 1844 | loss: 0.0311539 | val_loss: 0.0311708 | Time: 2478.93 ms
[2022-03-08 23:08:13 main:574] : INFO : Epoch 1845 | loss: 0.0311519 | val_loss: 0.0311677 | Time: 2575.92 ms
[2022-03-08 23:08:16 main:574] : INFO : Epoch 1846 | loss: 0.0311504 | val_loss: 0.0311705 | Time: 2574.55 ms
[2022-03-08 23:08:19 main:574] : INFO : Epoch 1847 | loss: 0.0311505 | val_loss: 0.0311684 | Time: 2518.44 ms
[2022-03-08 23:08:21 main:574] : INFO : Epoch 1848 | loss: 0.0311524 | val_loss: 0.0311687 | Time: 2430.42 ms
[2022-03-08 23:08:24 main:574] : INFO : Epoch 1849 | loss: 0.0311522 | val_loss: 0.0311689 | Time: 2480.48 ms
[2022-03-08 23:08:26 main:574] : INFO : Epoch 1850 | loss: 0.031155 | val_loss: 0.0311719 | Time: 2315.01 ms
[2022-03-08 23:08:28 main:574] : INFO : Epoch 1851 | loss: 0.0311534 | val_loss: 0.0311677 | Time: 2400.44 ms
[2022-03-08 23:08:31 main:574] : INFO : Epoch 1852 | loss: 0.0311496 | val_loss: 0.0311695 | Time: 2419.53 ms
[2022-03-08 23:08:33 main:574] : INFO : Epoch 1853 | loss: 0.0311494 | val_loss: 0.0311738 | Time: 2425.79 ms
[2022-03-08 23:08:36 main:574] : INFO : Epoch 1854 | loss: 0.0311549 | val_loss: 0.0311727 | Time: 2394.97 ms
[2022-03-08 23:08:38 main:574] : INFO : Epoch 1855 | loss: 0.0311541 | val_loss: 0.0311733 | Time: 2464.27 ms
[2022-03-08 23:08:41 main:574] : INFO : Epoch 1856 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 2564.38 ms
[2022-03-08 23:08:44 main:574] : INFO : Epoch 1857 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 2909.27 ms
[2022-03-08 23:08:46 main:574] : INFO : Epoch 1858 | loss: 0.0311536 | val_loss: 0.031174 | Time: 2372.03 ms
[2022-03-08 23:08:49 main:574] : INFO : Epoch 1859 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 2380.43 ms
[2022-03-08 23:08:51 main:574] : INFO : Epoch 1860 | loss: 0.0311529 | val_loss: 0.0311699 | Time: 2386.65 ms
[2022-03-08 23:08:54 main:574] : INFO : Epoch 1861 | loss: 0.0311547 | val_loss: 0.0311745 | Time: 2363.33 ms
[2022-03-08 23:08:56 main:574] : INFO : Epoch 1862 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 2403.42 ms
[2022-03-08 23:08:58 main:574] : INFO : Epoch 1863 | loss: 0.031152 | val_loss: 0.0311744 | Time: 2321.8 ms
[2022-03-08 23:09:01 main:574] : INFO : Epoch 1864 | loss: 0.0311499 | val_loss: 0.0311684 | Time: 2378.55 ms
[2022-03-08 23:09:03 main:574] : INFO : Epoch 1865 | loss: 0.0311508 | val_loss: 0.031179 | Time: 2514.57 ms
[2022-03-08 23:09:06 main:574] : INFO : Epoch 1866 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 2959.31 ms
[2022-03-08 23:09:09 main:574] : INFO : Epoch 1867 | loss: 0.0311509 | val_loss: 0.0311743 | Time: 2429.24 ms
[2022-03-08 23:09:11 main:574] : INFO : Epoch 1868 | loss: 0.0311506 | val_loss: 0.031171 | Time: 2330.45 ms
[2022-03-08 23:09:14 main:574] : INFO : Epoch 1869 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 2454.97 ms
[2022-03-08 23:09:16 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311726 | Time: 2630.32 ms
[2022-03-08 23:09:19 main:574] : INFO : Epoch 1871 | loss: 0.0311496 | val_loss: 0.0311691 | Time: 2518.77 ms
[2022-03-08 23:09:21 main:574] : INFO : Epoch 1872 | loss: 0.0311483 | val_loss: 0.0311743 | Time: 2492.84 ms
[2022-03-08 23:09:24 main:574] : INFO : Epoch 1873 | loss: 0.0311497 | val_loss: 0.0311705 | Time: 2468.34 ms
[2022-03-08 23:09:27 main:574] : INFO : Epoch 1874 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 2583.81 ms
[2022-03-08 23:09:29 main:574] : INFO : Epoch 1875 | loss: 0.0311511 | val_loss: 0.031171 | Time: 2670.44 ms
[2022-03-08 23:09:32 main:574] : INFO : Epoch 1876 | loss: 0.0311521 | val_loss: 0.0311738 | Time: 2557.25 ms
[2022-03-08 23:09:34 main:574] : INFO : Epoch 1877 | loss: 0.0311496 | val_loss: 0.0311706 | Time: 2355.93 ms
[2022-03-08 23:09:37 main:574] : INFO : Epoch 1878 | loss: 0.0311494 | val_loss: 0.031169 | Time: 2350.69 ms
[2022-03-08 23:09:39 main:574] : INFO : Epoch 1879 | loss: 0.031148 | val_loss: 0.0311701 | Time: 2403.97 ms
[2022-03-08 23:09:42 main:574] : INFO : Epoch 1880 | loss: 0.0311535 | val_loss: 0.0311724 | Time: 2390.16 ms
[2022-03-08 23:09:44 main:574] : INFO : Epoch 1881 | loss: 0.0311505 | val_loss: 0.0311775 | Time: 2338.89 ms
[2022-03-08 23:09:46 main:574] : INFO : Epoch 1882 | loss: 0.0311495 | val_loss: 0.0311741 | Time: 2454.91 ms
[2022-03-08 23:09:49 main:574] : INFO : Epoch 1883 | loss: 0.0311494 | val_loss: 0.0311704 | Time: 2377.08 ms
[2022-03-08 23:09:51 main:574] : INFO : Epoch 1884 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 2460.04 ms
[2022-03-08 23:09:54 main:574] : INFO : Epoch 1885 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 2953.51 ms
[2022-03-08 23:09:57 main:574] : INFO : Epoch 1886 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 2561.83 ms
[2022-03-08 23:09:59 main:574] : INFO : Epoch 1887 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2515.04 ms
[2022-03-08 23:10:02 main:574] : INFO : Epoch 1888 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 2367.32 ms
[2022-03-08 23:10:04 main:574] : INFO : Epoch 1889 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 2349.32 ms
[2022-03-08 23:10:07 main:574] : INFO : Epoch 1890 | loss: 0.0311479 | val_loss: 0.0311682 | Time: 2393.36 ms
[2022-03-08 23:10:09 main:574] : INFO : Epoch 1891 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 2642.32 ms
[2022-03-08 23:10:12 main:574] : INFO : Epoch 1892 | loss: 0.0311473 | val_loss: 0.0311712 | Time: 2339.64 ms
[2022-03-08 23:10:14 main:574] : INFO : Epoch 1893 | loss: 0.0311546 | val_loss: 0.0311754 | Time: 2417.58 ms
[2022-03-08 23:10:17 main:574] : INFO : Epoch 1894 | loss: 0.0311709 | val_loss: 0.0311712 | Time: 2401.08 ms
[2022-03-08 23:10:19 main:574] : INFO : Epoch 1895 | loss: 0.0311664 | val_loss: 0.0311721 | Time: 2519.91 ms
[2022-03-08 23:10:22 main:574] : INFO : Epoch 1896 | loss: 0.0311614 | val_loss: 0.031168 | Time: 2563.76 ms
[2022-03-08 23:10:25 main:574] : INFO : Epoch 1897 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2608.86 ms
[2022-03-08 23:10:27 main:574] : INFO : Epoch 1898 | loss: 0.0311632 | val_loss: 0.031174 | Time: 2442.78 ms
[2022-03-08 23:10:30 main:574] : INFO : Epoch 1899 | loss: 0.0311633 | val_loss: 0.031173 | Time: 2516.14 ms
[2022-03-08 23:10:32 main:574] : INFO : Epoch 1900 | loss: 0.031159 | val_loss: 0.0311734 | Time: 2395.8 ms
[2022-03-08 23:10:35 main:574] : INFO : Epoch 1901 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 2475.21 ms
[2022-03-08 23:10:37 main:574] : INFO : Epoch 1902 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 2394.61 ms
[2022-03-08 23:10:40 main:574] : INFO : Epoch 1903 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 2485 ms
[2022-03-08 23:10:42 main:574] : INFO : Epoch 1904 | loss: 0.0311585 | val_loss: 0.0311844 | Time: 2427.51 ms
[2022-03-08 23:10:44 main:574] : INFO : Epoch 1905 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 2396.41 ms
[2022-03-08 23:10:47 main:574] : INFO : Epoch 1906 | loss: 0.0311574 | val_loss: 0.0311718 | Time: 2546.49 ms
[2022-03-08 23:10:50 main:574] : INFO : Epoch 1907 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 2563.48 ms
[2022-03-08 23:10:52 main:574] : INFO : Epoch 1908 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 2857.53 ms
[2022-03-08 23:10:55 main:574] : INFO : Epoch 1909 | loss: 0.0311527 | val_loss: 0.031166 | Time: 2732.31 ms
[2022-03-08 23:10:58 main:574] : INFO : Epoch 1910 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 2439.86 ms
[2022-03-08 23:11:00 main:574] : INFO : Epoch 1911 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 2584.74 ms
[2022-03-08 23:11:03 main:574] : INFO : Epoch 1912 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 2386.41 ms
[2022-03-08 23:11:05 main:574] : INFO : Epoch 1913 | loss: 0.031155 | val_loss: 0.0311661 | Time: 2568.55 ms
[2022-03-08 23:11:08 main:574] : INFO : Epoch 1914 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 2406.57 ms
[2022-03-08 23:11:10 main:574] : INFO : Epoch 1915 | loss: 0.03115 | val_loss: 0.0311697 | Time: 2365.24 ms
[2022-03-08 23:11:13 main:574] : INFO : Epoch 1916 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 2622.04 ms
[2022-03-08 23:11:15 main:574] : INFO : Epoch 1917 | loss: 0.031149 | val_loss: 0.0311696 | Time: 2398.91 ms
[2022-03-08 23:11:18 main:574] : INFO : Epoch 1918 | loss: 0.0311497 | val_loss: 0.031171 | Time: 2569.33 ms
[2022-03-08 23:11:21 main:574] : INFO : Epoch 1919 | loss: 0.0311499 | val_loss: 0.0311687 | Time: 2838.94 ms
[2022-03-08 23:11:23 main:574] : INFO : Epoch 1920 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 2469.66 ms
[2022-03-08 23:11:26 main:574] : INFO : Epoch 1921 | loss: 0.0311506 | val_loss: 0.0311734 | Time: 2448.18 ms
[2022-03-08 23:11:28 main:574] : INFO : Epoch 1922 | loss: 0.0311478 | val_loss: 0.031169 | Time: 2414.74 ms
[2022-03-08 23:11:31 main:574] : INFO : Epoch 1923 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 2415.12 ms
[2022-03-08 23:11:33 main:574] : INFO : Epoch 1924 | loss: 0.0311483 | val_loss: 0.0311691 | Time: 2392.52 ms
[2022-03-08 23:11:36 main:574] : INFO : Epoch 1925 | loss: 0.031147 | val_loss: 0.031171 | Time: 2326.66 ms
[2022-03-08 23:11:38 main:574] : INFO : Epoch 1926 | loss: 0.0311492 | val_loss: 0.03117 | Time: 2438.65 ms
[2022-03-08 23:11:41 main:574] : INFO : Epoch 1927 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 2488.59 ms
[2022-03-08 23:11:43 main:574] : INFO : Epoch 1928 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 2577.55 ms
[2022-03-08 23:11:46 main:574] : INFO : Epoch 1929 | loss: 0.0311478 | val_loss: 0.0311677 | Time: 2465.15 ms
[2022-03-08 23:11:48 main:574] : INFO : Epoch 1930 | loss: 0.0311454 | val_loss: 0.0311678 | Time: 2432 ms
[2022-03-08 23:11:51 main:574] : INFO : Epoch 1931 | loss: 0.0311463 | val_loss: 0.0311692 | Time: 2616.32 ms
[2022-03-08 23:11:53 main:574] : INFO : Epoch 1932 | loss: 0.0311487 | val_loss: 0.0311688 | Time: 2388.15 ms
[2022-03-08 23:11:56 main:574] : INFO : Epoch 1933 | loss: 0.0311466 | val_loss: 0.0311675 | Time: 2554.83 ms
[2022-03-08 23:11:58 main:574] : INFO : Epoch 1934 | loss: 0.0311484 | val_loss: 0.0311667 | Time: 2402.67 ms
[2022-03-08 23:12:01 main:574] : INFO : Epoch 1935 | loss: 0.0311504 | val_loss: 0.0311736 | Time: 2371.06 ms
[2022-03-08 23:12:04 main:574] : INFO : Epoch 1936 | loss: 0.0311509 | val_loss: 0.0311711 | Time: 2807.46 ms
[2022-03-08 23:12:06 main:574] : INFO : Epoch 1937 | loss: 0.0311513 | val_loss: 0.0311667 | Time: 2386.66 ms
[2022-03-08 23:12:09 main:574] : INFO : Epoch 1938 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 2465.02 ms
[2022-03-08 23:12:11 main:574] : INFO : Epoch 1939 | loss: 0.0311481 | val_loss: 0.0311737 | Time: 2374.61 ms
[2022-03-08 23:12:13 main:574] : INFO : Epoch 1940 | loss: 0.0311443 | val_loss: 0.0311693 | Time: 2483.91 ms
[2022-03-08 23:12:16 main:574] : INFO : Epoch 1941 | loss: 0.0311494 | val_loss: 0.0311804 | Time: 2980.73 ms
[2022-03-08 23:12:19 main:574] : INFO : Epoch 1942 | loss: 0.0311452 | val_loss: 0.0311707 | Time: 2383.01 ms
[2022-03-08 23:12:22 main:574] : INFO : Epoch 1943 | loss: 0.0311464 | val_loss: 0.031172 | Time: 2778.68 ms
[2022-03-08 23:12:24 main:574] : INFO : Epoch 1944 | loss: 0.0311472 | val_loss: 0.0311763 | Time: 2426.2 ms
[2022-03-08 23:12:27 main:574] : INFO : Epoch 1945 | loss: 0.0311452 | val_loss: 0.0311772 | Time: 2411.58 ms
[2022-03-08 23:12:29 main:574] : INFO : Epoch 1946 | loss: 0.0311447 | val_loss: 0.0311731 | Time: 2536.27 ms
[2022-03-08 23:12:32 main:574] : INFO : Epoch 1947 | loss: 0.0311482 | val_loss: 0.031177 | Time: 2411 ms
[2022-03-08 23:12:34 main:574] : INFO : Epoch 1948 | loss: 0.0311465 | val_loss: 0.0311711 | Time: 2415 ms
[2022-03-08 23:12:37 main:574] : INFO : Epoch 1949 | loss: 0.0311473 | val_loss: 0.0311714 | Time: 2449.4 ms
[2022-03-08 23:12:39 main:574] : INFO : Epoch 1950 | loss: 0.0311476 | val_loss: 0.0311691 | Time: 2634.93 ms
[2022-03-08 23:12:42 main:574] : INFO : Epoch 1951 | loss: 0.031145 | val_loss: 0.0311696 | Time: 2486.25 ms
[2022-03-08 23:12:44 main:574] : INFO : Epoch 1952 | loss: 0.0311446 | val_loss: 0.031169 | Time: 2443.86 ms
[2022-03-08 23:12:47 main:574] : INFO : Epoch 1953 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 2459.58 ms
[2022-03-08 23:12:49 main:574] : INFO : Epoch 1954 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2368.09 ms
[2022-03-08 23:12:52 main:574] : INFO : Epoch 1955 | loss: 0.0311469 | val_loss: 0.0311711 | Time: 2619.7 ms
[2022-03-08 23:12:55 main:574] : INFO : Epoch 1956 | loss: 0.0311436 | val_loss: 0.0311706 | Time: 2606.49 ms
[2022-03-08 23:12:57 main:574] : INFO : Epoch 1957 | loss: 0.031144 | val_loss: 0.0311708 | Time: 2498.97 ms
[2022-03-08 23:13:00 main:574] : INFO : Epoch 1958 | loss: 0.0311473 | val_loss: 0.0311693 | Time: 2484.31 ms
[2022-03-08 23:13:03 main:574] : INFO : Epoch 1959 | loss: 0.0311452 | val_loss: 0.0311682 | Time: 3034.06 ms
[2022-03-08 23:13:05 main:574] : INFO : Epoch 1960 | loss: 0.0311449 | val_loss: 0.0311713 | Time: 2603.28 ms
[2022-03-08 23:13:08 main:574] : INFO : Epoch 1961 | loss: 0.0311456 | val_loss: 0.0311727 | Time: 2530.83 ms
[2022-03-08 23:13:10 main:574] : INFO : Epoch 1962 | loss: 0.0311495 | val_loss: 0.0311792 | Time: 2423.6 ms
[2022-03-08 23:13:13 main:574] : INFO : Epoch 1963 | loss: 0.0311478 | val_loss: 0.0311768 | Time: 2418.53 ms
[2022-03-08 23:13:15 main:574] : INFO : Epoch 1964 | loss: 0.0311469 | val_loss: 0.0311667 | Time: 2470.84 ms
[2022-03-08 23:13:18 main:574] : INFO : Epoch 1965 | loss: 0.0311469 | val_loss: 0.0311685 | Time: 2429.46 ms
[2022-03-08 23:13:20 main:574] : INFO : Epoch 1966 | loss: 0.0311475 | val_loss: 0.0311772 | Time: 2432.59 ms
[2022-03-08 23:13:23 main:574] : INFO : Epoch 1967 | loss: 0.0311506 | val_loss: 0.0311791 | Time: 2708.34 ms
[2022-03-08 23:13:26 main:574] : INFO : Epoch 1968 | loss: 0.0311468 | val_loss: 0.0311768 | Time: 2686.18 ms
[2022-03-08 23:13:28 main:574] : INFO : Epoch 1969 | loss: 0.0311472 | val_loss: 0.0311698 | Time: 2467.88 ms
[2022-03-08 23:13:31 main:574] : INFO : Epoch 1970 | loss: 0.0311442 | val_loss: 0.0311733 | Time: 2458.26 ms
[2022-03-08 23:13:33 main:574] : INFO : Epoch 1971 | loss: 0.0311447 | val_loss: 0.0311734 | Time: 2453.11 ms
[2022-03-08 23:13:36 main:574] : INFO : Epoch 1972 | loss: 0.0311438 | val_loss: 0.0311697 | Time: 2400.34 ms
[2022-03-08 23:13:39 main:574] : INFO : Epoch 1973 | loss: 0.031145 | val_loss: 0.031172 | Time: 2654.92 ms
[2022-03-08 23:13:41 main:574] : INFO : Epoch 1974 | loss: 0.0311439 | val_loss: 0.031172 | Time: 2679.63 ms
[2022-03-08 23:13:44 main:574] : INFO : Epoch 1975 | loss: 0.031144 | val_loss: 0.03117 | Time: 2456.15 ms
[2022-03-08 23:13:46 main:574] : INFO : Epoch 1976 | loss: 0.0311481 | val_loss: 0.0311699 | Time: 2615.74 ms
[2022-03-08 23:13:49 main:574] : INFO : Epoch 1977 | loss: 0.0311482 | val_loss: 0.031168 | Time: 2420.81 ms
[2022-03-08 23:13:51 main:574] : INFO : Epoch 1978 | loss: 0.0311452 | val_loss: 0.0311721 | Time: 2407.04 ms
[2022-03-08 23:13:54 main:574] : INFO : Epoch 1979 | loss: 0.0311455 | val_loss: 0.0311708 | Time: 2351.01 ms
[2022-03-08 23:13:56 main:574] : INFO : Epoch 1980 | loss: 0.0311474 | val_loss: 0.0311722 | Time: 2415.27 ms
[2022-03-08 23:13:59 main:574] : INFO : Epoch 1981 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 2604.54 ms
[2022-03-08 23:14:01 main:574] : INFO : Epoch 1982 | loss: 0.0311507 | val_loss: 0.0311707 | Time: 2506.09 ms
[2022-03-08 23:14:04 main:574] : INFO : Epoch 1983 | loss: 0.0311498 | val_loss: 0.0311703 | Time: 2395.97 ms
[2022-03-08 23:14:06 main:574] : INFO : Epoch 1984 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 2379.45 ms
[2022-03-08 23:14:09 main:574] : INFO : Epoch 1985 | loss: 0.0311526 | val_loss: 0.0311718 | Time: 2417.15 ms
[2022-03-08 23:14:11 main:574] : INFO : Epoch 1986 | loss: 0.0311512 | val_loss: 0.031172 | Time: 2472.59 ms
[2022-03-08 23:14:14 main:574] : INFO : Epoch 1987 | loss: 0.0311501 | val_loss: 0.0311698 | Time: 2339.5 ms
[2022-03-08 23:14:16 main:574] : INFO : Epoch 1988 | loss: 0.031152 | val_loss: 0.0311782 | Time: 2463.41 ms
[2022-03-08 23:14:19 main:574] : INFO : Epoch 1989 | loss: 0.0311532 | val_loss: 0.0311681 | Time: 2500.77 ms
[2022-03-08 23:14:21 main:574] : INFO : Epoch 1990 | loss: 0.0311499 | val_loss: 0.0311747 | Time: 2573.99 ms
[2022-03-08 23:14:24 main:574] : INFO : Epoch 1991 | loss: 0.0311506 | val_loss: 0.0311725 | Time: 2342.49 ms
[2022-03-08 23:14:27 main:574] : INFO : Epoch 1992 | loss: 0.0311481 | val_loss: 0.0311683 | Time: 2960.27 ms
[2022-03-08 23:14:29 main:574] : INFO : Epoch 1993 | loss: 0.0311504 | val_loss: 0.0311702 | Time: 2715.97 ms
[2022-03-08 23:14:32 main:574] : INFO : Epoch 1994 | loss: 0.0311493 | val_loss: 0.0311666 | Time: 2511.84 ms
[2022-03-08 23:14:35 main:574] : INFO : Epoch 1995 | loss: 0.0311486 | val_loss: 0.0311751 | Time: 2447.77 ms
[2022-03-08 23:14:37 main:574] : INFO : Epoch 1996 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 2369.78 ms
[2022-03-08 23:14:39 main:574] : INFO : Epoch 1997 | loss: 0.0311476 | val_loss: 0.0311688 | Time: 2420.1 ms
[2022-03-08 23:14:42 main:574] : INFO : Epoch 1998 | loss: 0.0311478 | val_loss: 0.0311747 | Time: 2405.49 ms
[2022-03-08 23:14:44 main:574] : INFO : Epoch 1999 | loss: 0.0311476 | val_loss: 0.0311713 | Time: 2417.29 ms
[2022-03-08 23:14:47 main:574] : INFO : Epoch 2000 | loss: 0.0311465 | val_loss: 0.0311706 | Time: 2502.62 ms
[2022-03-08 23:14:49 main:574] : INFO : Epoch 2001 | loss: 0.0311459 | val_loss: 0.0311723 | Time: 2540.84 ms
[2022-03-08 23:14:52 main:574] : INFO : Epoch 2002 | loss: 0.0311522 | val_loss: 0.0311846 | Time: 2415.03 ms
[2022-03-08 23:14:55 main:574] : INFO : Epoch 2003 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 2701.44 ms
[2022-03-08 23:14:57 main:574] : INFO : Epoch 2004 | loss: 0.031149 | val_loss: 0.0311706 | Time: 2474.09 ms
[2022-03-08 23:15:00 main:574] : INFO : Epoch 2005 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2449.26 ms
[2022-03-08 23:15:02 main:574] : INFO : Epoch 2006 | loss: 0.0311474 | val_loss: 0.0311711 | Time: 2427.23 ms
[2022-03-08 23:15:04 main:574] : INFO : Epoch 2007 | loss: 0.0311509 | val_loss: 0.0311751 | Time: 2406.14 ms
[2022-03-08 23:15:07 main:574] : INFO : Epoch 2008 | loss: 0.0311526 | val_loss: 0.0311767 | Time: 2358.84 ms
[2022-03-08 23:15:09 main:574] : INFO : Epoch 2009 | loss: 0.0311504 | val_loss: 0.031174 | Time: 2445.48 ms
[2022-03-08 23:15:12 main:574] : INFO : Epoch 2010 | loss: 0.0311471 | val_loss: 0.0311717 | Time: 2549.59 ms
[2022-03-08 23:15:15 main:574] : INFO : Epoch 2011 | loss: 0.0311471 | val_loss: 0.0311674 | Time: 2706.56 ms
[2022-03-08 23:15:17 main:574] : INFO : Epoch 2012 | loss: 0.0311475 | val_loss: 0.0311757 | Time: 2580.27 ms
[2022-03-08 23:15:20 main:574] : INFO : Epoch 2013 | loss: 0.0311479 | val_loss: 0.0311695 | Time: 2386.28 ms
[2022-03-08 23:15:22 main:574] : INFO : Epoch 2014 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 2555.1 ms
[2022-03-08 23:15:25 main:574] : INFO : Epoch 2015 | loss: 0.0311452 | val_loss: 0.0311732 | Time: 2380.71 ms
[2022-03-08 23:15:27 main:574] : INFO : Epoch 2016 | loss: 0.0311449 | val_loss: 0.0311681 | Time: 2413.19 ms
[2022-03-08 23:15:30 main:574] : INFO : Epoch 2017 | loss: 0.0311435 | val_loss: 0.0311735 | Time: 2457.41 ms
[2022-03-08 23:15:32 main:574] : INFO : Epoch 2018 | loss: 0.031144 | val_loss: 0.0311733 | Time: 2616.84 ms
[2022-03-08 23:15:35 main:574] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311741 | Time: 2475.84 ms
[2022-03-08 23:15:37 main:574] : INFO : Epoch 2020 | loss: 0.0311435 | val_loss: 0.0311735 | Time: 2561.31 ms
[2022-03-08 23:15:40 main:574] : INFO : Epoch 2021 | loss: 0.0311439 | val_loss: 0.031172 | Time: 2572.55 ms
[2022-03-08 23:15:42 main:574] : INFO : Epoch 2022 | loss: 0.0311451 | val_loss: 0.0311675 | Time: 2423.32 ms
[2022-03-08 23:15:45 main:574] : INFO : Epoch 2023 | loss: 0.0311445 | val_loss: 0.0311714 | Time: 2367.18 ms
[2022-03-08 23:15:47 main:574] : INFO : Epoch 2024 | loss: 0.0311438 | val_loss: 0.031167 | Time: 2415.63 ms
[2022-03-08 23:15:50 main:574] : INFO : Epoch 2025 | loss: 0.0311433 | val_loss: 0.0311711 | Time: 2472.02 ms
[2022-03-08 23:15:52 main:574] : INFO : Epoch 2026 | loss: 0.0311432 | val_loss: 0.0311725 | Time: 2496.6 ms
[2022-03-08 23:15:55 main:574] : INFO : Epoch 2027 | loss: 0.0311436 | val_loss: 0.0311785 | Time: 2601.12 ms
[2022-03-08 23:15:58 main:574] : INFO : Epoch 2028 | loss: 0.0311526 | val_loss: 0.0311776 | Time: 2644.67 ms
[2022-03-08 23:16:01 main:574] : INFO : Epoch 2029 | loss: 0.0311478 | val_loss: 0.0311751 | Time: 2785.66 ms
[2022-03-08 23:16:03 main:574] : INFO : Epoch 2030 | loss: 0.0311481 | val_loss: 0.0311702 | Time: 2387.95 ms
[2022-03-08 23:16:06 main:574] : INFO : Epoch 2031 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 2534.2 ms
[2022-03-08 23:16:08 main:574] : INFO : Epoch 2032 | loss: 0.031147 | val_loss: 0.0311726 | Time: 2497.09 ms
[2022-03-08 23:16:11 main:574] : INFO : Epoch 2033 | loss: 0.031147 | val_loss: 0.0311698 | Time: 2508.05 ms
[2022-03-08 23:16:13 main:574] : INFO : Epoch 2034 | loss: 0.0311455 | val_loss: 0.0311751 | Time: 2674.22 ms
[2022-03-08 23:16:16 main:574] : INFO : Epoch 2035 | loss: 0.0311464 | val_loss: 0.0311695 | Time: 2529.93 ms
[2022-03-08 23:16:18 main:574] : INFO : Epoch 2036 | loss: 0.0311432 | val_loss: 0.0311714 | Time: 2513.36 ms
[2022-03-08 23:16:21 main:574] : INFO : Epoch 2037 | loss: 0.0311446 | val_loss: 0.0311714 | Time: 2491.36 ms
[2022-03-08 23:16:24 main:574] : INFO : Epoch 2038 | loss: 0.0311448 | val_loss: 0.031171 | Time: 2497.8 ms
[2022-03-08 23:16:26 main:574] : INFO : Epoch 2039 | loss: 0.0311433 | val_loss: 0.0311741 | Time: 2529.1 ms
[2022-03-08 23:16:29 main:574] : INFO : Epoch 2040 | loss: 0.0311446 | val_loss: 0.0311801 | Time: 2408.13 ms
[2022-03-08 23:16:31 main:574] : INFO : Epoch 2041 | loss: 0.031151 | val_loss: 0.031173 | Time: 2230.52 ms
[2022-03-08 23:16:33 main:574] : INFO : Epoch 2042 | loss: 0.0311486 | val_loss: 0.0311679 | Time: 2211.1 ms
[2022-03-08 23:16:35 main:574] : INFO : Epoch 2043 | loss: 0.0311467 | val_loss: 0.0311717 | Time: 2301.85 ms
[2022-03-08 23:16:38 main:574] : INFO : Epoch 2044 | loss: 0.0311453 | val_loss: 0.0311709 | Time: 2273.53 ms
[2022-03-08 23:16:40 main:574] : INFO : Epoch 2045 | loss: 0.0311457 | val_loss: 0.0311718 | Time: 2198.03 ms
[2022-03-08 23:16:42 main:574] : INFO : Epoch 2046 | loss: 0.0311486 | val_loss: 0.0311744 | Time: 2205.99 ms
[2022-03-08 23:16:44 main:574] : INFO : Epoch 2047 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 2206.77 ms
[2022-03-08 23:16:47 main:574] : INFO : Epoch 2048 | loss: 0.0311485 | val_loss: 0.0311689 | Time: 2256.96 ms
[2022-03-08 23:16:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311689
[2022-03-08 23:16:47 main:603] : INFO : Saving end state to config to file
[2022-03-08 23:16:47 main:608] : INFO : Success, exiting..
23:16:47 (6644): 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)