Task 14623959
| Name | ParityModified-1647049089-17721-3-0_0 |
| Workunit | 11639640 |
| Created | 18 Apr 2022, 13:59:23 UTC |
| Sent | 18 Apr 2022, 13:59:31 UTC |
| Report deadline | 26 Apr 2022, 13:59:31 UTC |
| Received | 19 Apr 2022, 12:46:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 37 min 35 sec |
| CPU time | 1 hours 28 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3:37:47 main:574] : INFO : Epoch 1542 | loss: 0.0311392 | val_loss: 0.0311803 | Time: 2840.87 ms [2022-04-19 03:37:49 main:574] : INFO : Epoch 1543 | loss: 0.0311386 | val_loss: 0.0311762 | Time: 2830.16 ms [2022-04-19 03:37:52 main:574] : INFO : Epoch 1544 | loss: 0.0311416 | val_loss: 0.0311774 | Time: 2799.64 ms [2022-04-19 03:37:55 main:574] : INFO : Epoch 1545 | loss: 0.0311419 | val_loss: 0.0311764 | Time: 2774.71 ms [2022-04-19 03:37:58 main:574] : INFO : Epoch 1546 | loss: 0.031141 | val_loss: 0.0311762 | Time: 2777.32 ms [2022-04-19 03:38:01 main:574] : INFO : Epoch 1547 | loss: 0.0311392 | val_loss: 0.0311788 | Time: 2884.32 ms [2022-04-19 03:38:03 main:574] : INFO : Epoch 1548 | loss: 0.0311392 | val_loss: 0.0311809 | Time: 2807.23 ms [2022-04-19 03:38:06 main:574] : INFO : Epoch 1549 | loss: 0.0311459 | val_loss: 0.031179 | Time: 2844.99 ms [2022-04-19 03:38:09 main:574] : INFO : Epoch 1550 | loss: 0.0311414 | val_loss: 0.0311785 | Time: 2801.43 ms [2022-04-19 03:38:12 main:574] : INFO : Epoch 1551 | loss: 0.0311392 | val_loss: 0.0311777 | Time: 2721.11 ms [2022-04-19 03:38:15 main:574] : INFO : Epoch 1552 | loss: 0.0311406 | val_loss: 0.03118 | Time: 2832.44 ms [2022-04-19 03:38:18 main:574] : INFO : Epoch 1553 | loss: 0.0311401 | val_loss: 0.0311861 | Time: 2812.81 ms [2022-04-19 03:38:20 main:574] : INFO : Epoch 1554 | loss: 0.0311421 | val_loss: 0.0311782 | Time: 2802.97 ms [2022-04-19 03:38:23 main:574] : INFO : Epoch 1555 | loss: 0.0311378 | val_loss: 0.0311801 | Time: 2778.53 ms [2022-04-19 03:38:26 main:574] : INFO : Epoch 1556 | loss: 0.0311379 | val_loss: 0.0311771 | Time: 2784.18 ms [2022-04-19 03:38:29 main:574] : INFO : Epoch 1557 | loss: 0.0311354 | val_loss: 0.031177 | Time: 2752.43 ms [2022-04-19 03:38:32 main:574] : INFO : Epoch 1558 | loss: 0.0311337 | val_loss: 0.031177 | Time: 2857.03 ms [2022-04-19 03:38:34 main:574] : INFO : Epoch 1559 | loss: 0.0311328 | val_loss: 0.0311785 | Time: 2781.51 ms [2022-04-19 03:38:37 main:574] : INFO : Epoch 1560 | loss: 0.0311346 | val_loss: 0.0311838 | Time: 2785.66 ms [2022-04-19 03:38:40 main:574] : INFO : Epoch 1561 | loss: 0.0311365 | val_loss: 0.0311835 | Time: 2754.7 ms [2022-04-19 03:38:43 main:574] : INFO : Epoch 1562 | loss: 0.0311376 | val_loss: 0.0311796 | Time: 2772.54 ms [2022-04-19 03:38:45 main:574] : INFO : Epoch 1563 | loss: 0.0311387 | val_loss: 0.0311809 | Time: 2846.55 ms [2022-04-19 03:38:48 main:574] : INFO : Epoch 1564 | loss: 0.0311384 | val_loss: 0.0311847 | Time: 2793.11 ms [2022-04-19 03:38:51 main:574] : INFO : Epoch 1565 | loss: 0.0311385 | val_loss: 0.0311748 | Time: 2810.7 ms [2022-04-19 03:38:54 main:574] : INFO : Epoch 1566 | loss: 0.0311403 | val_loss: 0.0311761 | Time: 2812.62 ms [2022-04-19 03:38:57 main:574] : INFO : Epoch 1567 | loss: 0.031143 | val_loss: 0.0311802 | Time: 2788.2 ms [2022-04-19 03:38:59 main:574] : INFO : Epoch 1568 | loss: 0.0311394 | val_loss: 0.0311747 | Time: 2796.22 ms [2022-04-19 03:39:02 main:574] : INFO : Epoch 1569 | loss: 0.0311378 | val_loss: 0.0311753 | Time: 2809.48 ms [2022-04-19 03:39:05 main:574] : INFO : Epoch 1570 | loss: 0.0311364 | val_loss: 0.0311745 | Time: 2740.48 ms [2022-04-19 03:39:08 main:574] : INFO : Epoch 1571 | loss: 0.0311375 | val_loss: 0.0311741 | Time: 2916.27 ms [2022-04-19 03:39:11 main:574] : INFO : Epoch 1572 | loss: 0.0311409 | val_loss: 0.0311695 | Time: 2840.26 ms [2022-04-19 03:39:14 main:574] : INFO : Epoch 1573 | loss: 0.0311352 | val_loss: 0.031171 | Time: 2875.38 ms [2022-04-19 03:39:17 main:574] : INFO : Epoch 1574 | loss: 0.0311357 | val_loss: 0.0311791 | Time: 2868.17 ms [2022-04-19 03:39:19 main:574] : INFO : Epoch 1575 | loss: 0.0311371 | val_loss: 0.0311726 | Time: 2837.23 ms [2022-04-19 03:39:22 main:574] : INFO : Epoch 1576 | loss: 0.0311354 | val_loss: 0.0311715 | Time: 2819.56 ms [2022-04-19 03:39:25 main:574] : INFO : Epoch 1577 | loss: 0.0311338 | val_loss: 0.0311735 | Time: 2805.49 ms [2022-04-19 03:39:28 main:574] : INFO : Epoch 1578 | loss: 0.0311365 | val_loss: 0.0311849 | Time: 2755.49 ms [2022-04-19 03:39:31 main:574] : INFO : Epoch 1579 | loss: 0.0311357 | val_loss: 0.0311741 | Time: 2837.69 ms [2022-04-19 03:39:33 main:574] : INFO : Epoch 1580 | loss: 0.0311339 | val_loss: 0.0311748 | Time: 2756.69 ms [2022-04-19 03:39:36 main:574] : INFO : Epoch 1581 | loss: 0.0311328 | val_loss: 0.0311777 | Time: 2768.99 ms [2022-04-19 03:39:39 main:574] : INFO : Epoch 1582 | loss: 0.0311356 | val_loss: 0.0311795 | Time: 2812.33 ms [2022-04-19 03:39:42 main:574] : INFO : Epoch 1583 | loss: 0.0311383 | val_loss: 0.0311778 | Time: 2793.76 ms [2022-04-19 03:39:45 main:574] : INFO : Epoch 1584 | loss: 0.0311396 | val_loss: 0.0311769 | Time: 3071.4 ms [2022-04-19 03:39:48 main:574] : INFO : Epoch 1585 | loss: 0.0311384 | val_loss: 0.031172 | Time: 2911.04 ms [2022-04-19 03:39:51 main:574] : INFO : Epoch 1586 | loss: 0.0311348 | val_loss: 0.0311712 | Time: 3026.09 ms [2022-04-19 03:39:54 main:574] : INFO : Epoch 1587 | loss: 0.0311347 | val_loss: 0.0311704 | Time: 3014.57 ms [2022-04-19 03:39:57 main:574] : INFO : Epoch 1588 | loss: 0.0311401 | val_loss: 0.0311723 | Time: 2880.83 ms [2022-04-19 03:40:00 main:574] : INFO : Epoch 1589 | loss: 0.031139 | val_loss: 0.0311812 | Time: 2891.14 ms [2022-04-19 03:40:02 main:574] : INFO : Epoch 1590 | loss: 0.0311433 | val_loss: 0.0311739 | Time: 2852.52 ms [2022-04-19 03:40:06 main:574] : INFO : Epoch 1591 | loss: 0.0311411 | val_loss: 0.0311741 | Time: 3380.52 ms [2022-04-19 03:40:09 main:574] : INFO : Epoch 1592 | loss: 0.0311376 | val_loss: 0.0311724 | Time: 3163.72 ms [2022-04-19 03:40:12 main:574] : INFO : Epoch 1593 | loss: 0.0311369 | val_loss: 0.0311752 | Time: 3030.07 ms [2022-04-19 03:40:15 main:574] : INFO : Epoch 1594 | loss: 0.0311354 | val_loss: 0.0311743 | Time: 2895.18 ms [2022-04-19 03:40:28 main:574] : INFO : Epoch 1595 | loss: 0.0311338 | val_loss: 0.0311806 | Time: 13054.1 ms [2022-04-19 03:40:31 main:574] : INFO : Epoch 1596 | loss: 0.031136 | val_loss: 0.0311832 | Time: 2865.4 ms [2022-04-19 03:40:34 main:574] : INFO : Epoch 1597 | loss: 0.0311431 | val_loss: 0.0311747 | Time: 2818.57 ms [2022-04-19 03:40:37 main:574] : INFO : Epoch 1598 | loss: 0.0311463 | val_loss: 0.0311747 | Time: 2904.84 ms [2022-04-19 03:40:39 main:574] : INFO : Epoch 1599 | loss: 0.0311449 | val_loss: 0.0311709 | Time: 2755.66 ms [2022-04-19 03:40:42 main:574] : INFO : Epoch 1600 | loss: 0.0311456 | val_loss: 0.0311762 | Time: 2761.65 ms [2022-04-19 03:40:45 main:574] : INFO : Epoch 1601 | loss: 0.0311398 | val_loss: 0.0311734 | Time: 2855.52 ms [2022-04-19 03:40:48 main:574] : INFO : Epoch 1602 | loss: 0.0311394 | val_loss: 0.0311766 | Time: 2779.18 ms [2022-04-19 03:40:51 main:574] : INFO : Epoch 1603 | loss: 0.0311391 | val_loss: 0.031174 | Time: 2808.76 ms [2022-04-19 03:40:53 main:574] : INFO : Epoch 1604 | loss: 0.0311372 | val_loss: 0.0311749 | Time: 2818.25 ms [2022-04-19 03:40:56 main:574] : INFO : Epoch 1605 | loss: 0.0311364 | val_loss: 0.0311759 | Time: 2918.68 ms [2022-04-19 03:40:59 main:574] : INFO : Epoch 1606 | loss: 0.0311357 | val_loss: 0.0311725 | Time: 2767 ms [2022-04-19 03:41:02 main:574] : INFO : Epoch 1607 | loss: 0.0311352 | val_loss: 0.0311705 | Time: 2776.8 ms [2022-04-19 03:41:05 main:574] : INFO : Epoch 1608 | loss: 0.0311377 | val_loss: 0.0311716 | Time: 2833.02 ms [2022-04-19 03:41:08 main:574] : INFO : Epoch 1609 | loss: 0.0311374 | val_loss: 0.0311706 | Time: 2836.32 ms [2022-04-19 03:41:10 main:574] : INFO : Epoch 1610 | loss: 0.03114 | val_loss: 0.0311754 | Time: 2815.01 ms [2022-04-19 03:41:13 main:574] : INFO : Epoch 1611 | loss: 0.0311353 | val_loss: 0.0311717 | Time: 2956.63 ms [2022-04-19 03:41:16 main:574] : INFO : Epoch 1612 | loss: 0.0311346 | val_loss: 0.0311723 | Time: 2764.18 ms [2022-04-19 03:41:19 main:574] : INFO : Epoch 1613 | loss: 0.0311346 | val_loss: 0.031171 | Time: 2856.27 ms [2022-04-19 03:41:22 main:574] : INFO : Epoch 1614 | loss: 0.0311333 | val_loss: 0.0311774 | Time: 2798.52 ms [2022-04-19 03:41:25 main:574] : INFO : Epoch 1615 | loss: 0.0311345 | val_loss: 0.0311778 | Time: 2811.47 ms [2022-04-19 03:41:27 main:574] : INFO : Epoch 1616 | loss: 0.0311343 | val_loss: 0.0311714 | Time: 2840.01 ms [2022-04-19 03:41:30 main:574] : INFO : Epoch 1617 | loss: 0.0311355 | val_loss: 0.0311735 | Time: 2782.57 ms [2022-04-19 03:41:33 main:574] : INFO : Epoch 1618 | loss: 0.0311361 | val_loss: 0.0311786 | Time: 2849.18 ms [2022-04-19 03:41:36 main:574] : INFO : Epoch 1619 | loss: 0.0311339 | val_loss: 0.0311747 | Time: 2787.43 ms [2022-04-19 03:41:39 main:574] : INFO : Epoch 1620 | loss: 0.0311336 | val_loss: 0.0311723 | Time: 2803.04 ms [2022-04-19 03:41:42 main:574] : INFO : Epoch 1621 | loss: 0.0311343 | val_loss: 0.0311772 | Time: 2875.75 ms [2022-04-19 03:41:45 main:574] : INFO : Epoch 1622 | loss: 0.0311383 | val_loss: 0.0311733 | Time: 3040.78 ms [2022-04-19 03:41:47 main:574] : INFO : Epoch 1623 | loss: 0.0311415 | val_loss: 0.0311921 | Time: 2756.55 ms [2022-04-19 03:41:50 main:574] : INFO : Epoch 1624 | loss: 0.0311413 | val_loss: 0.0311775 | Time: 3024.47 ms [2022-04-19 03:41:53 main:574] : INFO : Epoch 1625 | loss: 0.0311447 | val_loss: 0.031174 | Time: 3132.87 ms [2022-04-19 03:41:57 main:574] : INFO : Epoch 1626 | loss: 0.0311394 | val_loss: 0.0311776 | Time: 3440.31 ms [2022-04-19 03:42:10 main:574] : INFO : Epoch 1627 | loss: 0.0311342 | val_loss: 0.0311716 | Time: 13075.3 ms [2022-04-19 03:42:13 main:574] : INFO : Epoch 1628 | loss: 0.0311325 | val_loss: 0.0311729 | Time: 2867.56 ms [2022-04-19 03:42:16 main:574] : INFO : Epoch 1629 | loss: 0.031131 | val_loss: 0.0311757 | Time: 3208.36 ms [2022-04-19 03:42:19 main:574] : INFO : Epoch 1630 | loss: 0.0311332 | val_loss: 0.0311765 | Time: 3285.5 ms [2022-04-19 03:42:23 main:574] : INFO : Epoch 1631 | loss: 0.0311337 | val_loss: 0.0311793 | Time: 3355.15 ms [2022-04-19 03:42:26 main:574] : INFO : Epoch 1632 | loss: 0.0311332 | val_loss: 0.0311727 | Time: 2927.62 ms [2022-04-19 03:42:59 main:574] : INFO : Epoch 1633 | loss: 0.0311416 | val_loss: 0.0311698 | Time: 33161.9 ms [2022-04-19 03:43:02 main:574] : INFO : Epoch 1634 | loss: 0.0311446 | val_loss: 0.0311685 | Time: 3093.73 ms [2022-04-19 03:43:05 main:574] : INFO : Epoch 1635 | loss: 0.0311407 | val_loss: 0.0311703 | Time: 3118.36 ms [2022-04-19 03:43:08 main:574] : INFO : Epoch 1636 | loss: 0.0311369 | val_loss: 0.0311726 | Time: 3003.18 ms [2022-04-19 03:43:11 main:574] : INFO : Epoch 1637 | loss: 0.0311362 | val_loss: 0.0311776 | Time: 3076.39 ms [2022-04-19 03:43:14 main:574] : INFO : Epoch 1638 | loss: 0.0311377 | val_loss: 0.0311714 | Time: 3000.83 ms [2022-04-19 03:43:17 main:574] : INFO : Epoch 1639 | loss: 0.0311376 | val_loss: 0.0311747 | Time: 3069.87 ms [2022-04-19 03:43:20 main:574] : INFO : Epoch 1640 | loss: 0.031138 | val_loss: 0.03118 | Time: 3136.17 ms [2022-04-19 03:43:23 main:574] : INFO : Epoch 1641 | loss: 0.0311325 | val_loss: 0.0311763 | Time: 2963.43 ms [2022-04-19 03:43:26 main:574] : INFO : Epoch 1642 | loss: 0.0311317 | val_loss: 0.0311748 | Time: 3107.75 ms [2022-04-19 03:43:29 main:574] : INFO : Epoch 1643 | loss: 0.031131 | val_loss: 0.0311796 | Time: 3010.05 ms [2022-04-19 03:43:32 main:574] : INFO : Epoch 1644 | loss: 0.0311304 | val_loss: 0.0311774 | Time: 2976.97 ms [2022-04-19 03:43:36 main:574] : INFO : Epoch 1645 | loss: 0.0311311 | val_loss: 0.0311781 | Time: 3086.28 ms [2022-04-19 03:43:38 main:574] : INFO : Epoch 1646 | loss: 0.0311344 | val_loss: 0.0311832 | Time: 2955.13 ms [2022-04-19 03:43:42 main:574] : INFO : Epoch 1647 | loss: 0.031131 | val_loss: 0.0311749 | Time: 3041.49 ms [2022-04-19 03:43:45 main:574] : INFO : Epoch 1648 | loss: 0.0311318 | val_loss: 0.0311773 | Time: 3041.99 ms [2022-04-19 03:43:48 main:574] : INFO : Epoch 1649 | loss: 0.0311329 | val_loss: 0.0311756 | Time: 2948.13 ms [2022-04-19 03:43:51 main:574] : INFO : Epoch 1650 | loss: 0.0311303 | val_loss: 0.0311795 | Time: 3031.93 ms [2022-04-19 03:43:54 main:574] : INFO : Epoch 1651 | loss: 0.0311292 | val_loss: 0.0311735 | Time: 3004.75 ms [2022-04-19 03:43:57 main:574] : INFO : Epoch 1652 | loss: 0.0311325 | val_loss: 0.0311723 | Time: 2986.29 ms [2022-04-19 03:44:09 main:574] : INFO : Epoch 1653 | loss: 0.0311339 | val_loss: 0.0311774 | Time: 12936.6 ms [2022-04-19 03:44:12 main:574] : INFO : Epoch 1654 | loss: 0.0311394 | val_loss: 0.0311756 | Time: 2843.94 ms [2022-04-19 03:44:15 main:574] : INFO : Epoch 1655 | loss: 0.0311373 | val_loss: 0.0311721 | Time: 2912.19 ms [2022-04-19 03:44:18 main:574] : INFO : Epoch 1656 | loss: 0.031135 | val_loss: 0.0311793 | Time: 2843.15 ms [2022-04-19 03:44:21 main:574] : INFO : Epoch 1657 | loss: 0.031132 | val_loss: 0.0311781 | Time: 2966.91 ms [2022-04-19 03:44:24 main:574] : INFO : Epoch 1658 | loss: 0.0311364 | val_loss: 0.031184 | Time: 2738.62 ms [2022-04-19 03:44:27 main:574] : INFO : Epoch 1659 | loss: 0.0311341 | val_loss: 0.0311743 | Time: 2831.02 ms [2022-04-19 03:44:29 main:574] : INFO : Epoch 1660 | loss: 0.031133 | val_loss: 0.0311715 | Time: 2802.36 ms [2022-04-19 03:44:32 main:574] : INFO : Epoch 1661 | loss: 0.0311337 | val_loss: 0.0311735 | Time: 2821.12 ms [2022-04-19 03:44:35 main:574] : INFO : Epoch 1662 | loss: 0.0311356 | val_loss: 0.0311747 | Time: 2819.81 ms [2022-04-19 03:44:38 main:574] : INFO : Epoch 1663 | loss: 0.0311334 | val_loss: 0.0311786 | Time: 2798.92 ms [2022-04-19 03:44:41 main:574] : INFO : Epoch 1664 | loss: 0.0311347 | val_loss: 0.0311783 | Time: 2845.14 ms [2022-04-19 03:44:43 main:574] : INFO : Epoch 1665 | loss: 0.0311405 | val_loss: 0.0311751 | Time: 2730.7 ms [2022-04-19 03:44:46 main:574] : INFO : Epoch 1666 | loss: 0.0311555 | val_loss: 0.03117 | Time: 2769.09 ms [2022-04-19 03:44:49 main:574] : INFO : Epoch 1667 | loss: 0.0311537 | val_loss: 0.0311763 | Time: 2762.9 ms [2022-04-19 03:44:52 main:574] : INFO : Epoch 1668 | loss: 0.031152 | val_loss: 0.0311694 | Time: 2809.58 ms [2022-04-19 03:44:55 main:574] : INFO : Epoch 1669 | loss: 0.0311501 | val_loss: 0.0311745 | Time: 2816.01 ms [2022-04-19 03:44:57 main:574] : INFO : Epoch 1670 | loss: 0.0311564 | val_loss: 0.0311716 | Time: 2773.44 ms [2022-04-19 03:45:00 main:574] : INFO : Epoch 1671 | loss: 0.0311514 | val_loss: 0.0311726 | Time: 2819.35 ms [2022-04-19 03:45:03 main:574] : INFO : Epoch 1672 | loss: 0.0311466 | val_loss: 0.0311778 | Time: 2792.25 ms [2022-04-19 03:45:06 main:574] : INFO : Epoch 1673 | loss: 0.0311453 | val_loss: 0.0311721 | Time: 2833.08 ms [2022-04-19 03:45:09 main:574] : INFO : Epoch 1674 | loss: 0.0311424 | val_loss: 0.0311761 | Time: 2754.61 ms [2022-04-19 03:45:12 main:574] : INFO : Epoch 1675 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 3066.63 ms [2022-04-19 03:45:15 main:574] : INFO : Epoch 1676 | loss: 0.0311427 | val_loss: 0.0311756 | Time: 2941.48 ms [2022-04-19 03:45:18 main:574] : INFO : Epoch 1677 | loss: 0.0311413 | val_loss: 0.0311787 | Time: 2890.52 ms [2022-04-19 03:45:31 main:574] : INFO : Epoch 1678 | loss: 0.0311412 | val_loss: 0.0311781 | Time: 13208.9 ms [2022-04-19 03:45:34 main:574] : INFO : Epoch 1679 | loss: 0.031139 | val_loss: 0.031178 | Time: 2953.26 ms [2022-04-19 03:45:37 main:574] : INFO : Epoch 1680 | loss: 0.0311422 | val_loss: 0.0311768 | Time: 2914.9 ms [2022-04-19 03:45:40 main:574] : INFO : Epoch 1681 | loss: 0.031144 | val_loss: 0.031173 | Time: 2914.28 ms [2022-04-19 03:45:42 main:574] : INFO : Epoch 1682 | loss: 0.0311443 | val_loss: 0.031171 | Time: 2822.33 ms [2022-04-19 03:45:45 main:574] : INFO : Epoch 1683 | loss: 0.0311446 | val_loss: 0.0311734 | Time: 2805.76 ms [2022-04-19 03:45:48 main:574] : INFO : Epoch 1684 | loss: 0.0311402 | val_loss: 0.0311709 | Time: 2811.06 ms [2022-04-19 03:45:51 main:574] : INFO : Epoch 1685 | loss: 0.0311379 | val_loss: 0.0311685 | Time: 2799.86 ms [2022-04-19 03:45:54 main:574] : INFO : Epoch 1686 | loss: 0.0311368 | val_loss: 0.0311704 | Time: 2806.89 ms [2022-04-19 03:45:57 main:574] : INFO : Epoch 1687 | loss: 0.0311366 | val_loss: 0.0311846 | Time: 2781.07 ms [2022-04-19 03:45:59 main:574] : INFO : Epoch 1688 | loss: 0.0311469 | val_loss: 0.031171 | Time: 2856.36 ms [2022-04-19 03:46:02 main:574] : INFO : Epoch 1689 | loss: 0.0311422 | val_loss: 0.0311721 | Time: 2808.47 ms [2022-04-19 03:46:05 main:574] : INFO : Epoch 1690 | loss: 0.0311377 | val_loss: 0.0311718 | Time: 2897.85 ms [2022-04-19 03:46:08 main:574] : INFO : Epoch 1691 | loss: 0.031139 | val_loss: 0.0311696 | Time: 2864.29 ms [2022-04-19 03:46:11 main:574] : INFO : Epoch 1692 | loss: 0.0311402 | val_loss: 0.0311714 | Time: 2916.8 ms [2022-04-19 03:46:14 main:574] : INFO : Epoch 1693 | loss: 0.031138 | val_loss: 0.0311692 | Time: 2777.11 ms [2022-04-19 03:46:16 main:574] : INFO : Epoch 1694 | loss: 0.0311394 | val_loss: 0.0311701 | Time: 2795.44 ms [2022-04-19 03:46:19 main:574] : INFO : Epoch 1695 | loss: 0.0311405 | val_loss: 0.0311704 | Time: 2892.73 ms [2022-04-19 03:46:22 main:574] : INFO : Epoch 1696 | loss: 0.0311417 | val_loss: 0.0311718 | Time: 2840.67 ms [2022-04-19 03:46:25 main:574] : INFO : Epoch 1697 | loss: 0.0311377 | val_loss: 0.03117 | Time: 2785.14 ms [2022-04-19 03:46:28 main:574] : INFO : Epoch 1698 | loss: 0.0311396 | val_loss: 0.0311726 | Time: 2825.28 ms [2022-04-19 03:46:31 main:574] : INFO : Epoch 1699 | loss: 0.0311386 | val_loss: 0.0311667 | Time: 2917.34 ms [2022-04-19 03:46:34 main:574] : INFO : Epoch 1700 | loss: 0.031139 | val_loss: 0.0311743 | Time: 2775.75 ms [2022-04-19 03:46:36 main:574] : INFO : Epoch 1701 | loss: 0.0311428 | val_loss: 0.0311715 | Time: 2781.39 ms [2022-04-19 03:46:39 main:574] : INFO : Epoch 1702 | loss: 0.0311383 | val_loss: 0.0311689 | Time: 2836.89 ms [2022-04-19 03:46:42 main:574] : INFO : Epoch 1703 | loss: 0.0311394 | val_loss: 0.0311685 | Time: 2772.5 ms [2022-04-19 03:46:45 main:574] : INFO : Epoch 1704 | loss: 0.0311372 | val_loss: 0.0311714 | Time: 2888.19 ms [2022-04-19 03:46:48 main:574] : INFO : Epoch 1705 | loss: 0.0311362 | val_loss: 0.0311722 | Time: 2744.71 ms [2022-04-19 03:46:50 main:574] : INFO : Epoch 1706 | loss: 0.0311394 | val_loss: 0.0311741 | Time: 2760.55 ms [2022-04-19 03:46:53 main:574] : INFO : Epoch 1707 | loss: 0.031136 | val_loss: 0.031171 | Time: 2798.29 ms [2022-04-19 03:46:56 main:574] : INFO : Epoch 1708 | loss: 0.0311348 | val_loss: 0.0311709 | Time: 2813.18 ms [2022-04-19 03:46:59 main:574] : INFO : Epoch 1709 | loss: 0.0311339 | val_loss: 0.0311737 | Time: 2881.77 ms [2022-04-19 03:47:02 main:574] : INFO : Epoch 1710 | loss: 0.0311346 | val_loss: 0.0311712 | Time: 2816.4 ms [2022-04-19 03:47:04 main:574] : INFO : Epoch 1711 | loss: 0.0311362 | val_loss: 0.0311754 | Time: 2838.06 ms [2022-04-19 03:47:07 main:574] : INFO : Epoch 1712 | loss: 0.0311324 | val_loss: 0.0311725 | Time: 2795.74 ms [2022-04-19 03:47:10 main:574] : INFO : Epoch 1713 | loss: 0.0311339 | val_loss: 0.0311692 | Time: 2839.17 ms [2022-04-19 03:47:13 main:574] : INFO : Epoch 1714 | loss: 0.0311297 | val_loss: 0.0311706 | Time: 2967.22 ms [2022-04-19 03:47:16 main:574] : INFO : Epoch 1715 | loss: 0.0311306 | val_loss: 0.0311707 | Time: 2816.97 ms [2022-04-19 03:47:19 main:574] : INFO : Epoch 1716 | loss: 0.0311323 | val_loss: 0.0311711 | Time: 2823.68 ms [2022-04-19 03:47:22 main:574] : INFO : Epoch 1717 | loss: 0.0311313 | val_loss: 0.0311705 | Time: 2899.65 ms [2022-04-19 03:47:25 main:574] : INFO : Epoch 1718 | loss: 0.0311319 | val_loss: 0.0311724 | Time: 2938.55 ms [2022-04-19 03:47:27 main:574] : INFO : Epoch 1719 | loss: 0.0311313 | val_loss: 0.0311666 | Time: 2793.63 ms [2022-04-19 03:47:30 main:574] : INFO : Epoch 1720 | loss: 0.0311334 | val_loss: 0.0311771 | Time: 2910.44 ms [2022-04-19 03:47:33 main:574] : INFO : Epoch 1721 | loss: 0.0311366 | val_loss: 0.031167 | Time: 2878.69 ms [2022-04-19 03:47:36 main:574] : INFO : Epoch 1722 | loss: 0.0311317 | val_loss: 0.0311734 | Time: 2823.86 ms [2022-04-19 03:47:39 main:574] : INFO : Epoch 1723 | loss: 0.0311294 | val_loss: 0.0311733 | Time: 2869.25 ms [2022-04-19 03:47:42 main:574] : INFO : Epoch 1724 | loss: 0.0311314 | val_loss: 0.0311735 | Time: 2806.25 ms [2022-04-19 03:47:45 main:574] : INFO : Epoch 1725 | loss: 0.0311328 | val_loss: 0.0311705 | Time: 2853.48 ms [2022-04-19 03:47:47 main:574] : INFO : Epoch 1726 | loss: 0.0311314 | val_loss: 0.0311754 | Time: 2831.31 ms [2022-04-19 03:47:50 main:574] : INFO : Epoch 1727 | loss: 0.0311313 | val_loss: 0.0311737 | Time: 2919.59 ms [2022-04-19 03:47:53 main:574] : INFO : Epoch 1728 | loss: 0.0311324 | val_loss: 0.0311744 | Time: 2865.89 ms [2022-04-19 03:47:56 main:574] : INFO : Epoch 1729 | loss: 0.0311336 | val_loss: 0.0311753 | Time: 2782.85 ms [2022-04-19 03:47:59 main:574] : INFO : Epoch 1730 | loss: 0.0311299 | val_loss: 0.031173 | Time: 2772.8 ms [2022-04-19 03:48:02 main:574] : INFO : Epoch 1731 | loss: 0.0311309 | val_loss: 0.0311742 | Time: 2790.6 ms [2022-04-19 03:48:04 main:574] : INFO : Epoch 1732 | loss: 0.031133 | val_loss: 0.0311707 | Time: 2801.73 ms [2022-04-19 03:48:08 main:574] : INFO : Epoch 1733 | loss: 0.0311317 | val_loss: 0.031173 | Time: 3439.93 ms [2022-04-19 03:48:21 main:574] : INFO : Epoch 1734 | loss: 0.0311344 | val_loss: 0.0311716 | Time: 13192.5 ms [2022-04-19 03:48:24 main:574] : INFO : Epoch 1735 | loss: 0.031135 | val_loss: 0.0311734 | Time: 2856.73 ms [2022-04-19 03:48:27 main:574] : INFO : Epoch 1736 | loss: 0.0311409 | val_loss: 0.0311803 | Time: 2818.08 ms [2022-04-19 03:48:29 main:574] : INFO : Epoch 1737 | loss: 0.0311334 | val_loss: 0.0311764 | Time: 2817.29 ms [2022-04-19 03:48:32 main:574] : INFO : Epoch 1738 | loss: 0.0311318 | val_loss: 0.0311787 | Time: 2848.11 ms [2022-04-19 03:48:35 main:574] : INFO : Epoch 1739 | loss: 0.0311294 | val_loss: 0.031178 | Time: 2798.03 ms [2022-04-19 03:48:38 main:574] : INFO : Epoch 1740 | loss: 0.0311277 | val_loss: 0.0311782 | Time: 2823.24 ms [2022-04-19 03:48:41 main:574] : INFO : Epoch 1741 | loss: 0.0311284 | val_loss: 0.0311752 | Time: 2766.4 ms [2022-04-19 03:48:44 main:574] : INFO : Epoch 1742 | loss: 0.0311312 | val_loss: 0.0311795 | Time: 2783.25 ms [2022-04-19 03:48:46 main:574] : INFO : Epoch 1743 | loss: 0.0311274 | val_loss: 0.0311763 | Time: 2822.69 ms [2022-04-19 03:48:49 main:574] : INFO : Epoch 1744 | loss: 0.0311271 | val_loss: 0.0311804 | Time: 2839.53 ms [2022-04-19 03:48:52 main:574] : INFO : Epoch 1745 | loss: 0.0311329 | val_loss: 0.0311732 | Time: 2820.41 ms [2022-04-19 03:48:55 main:574] : INFO : Epoch 1746 | loss: 0.0311291 | val_loss: 0.0311808 | Time: 2882.27 ms [2022-04-19 03:48:58 main:574] : INFO : Epoch 1747 | loss: 0.0311293 | val_loss: 0.0311763 | Time: 2832.59 ms [2022-04-19 03:49:01 main:574] : INFO : Epoch 1748 | loss: 0.0311301 | val_loss: 0.0311758 | Time: 2915.81 ms [2022-04-19 03:49:03 main:574] : INFO : Epoch 1749 | loss: 0.0311312 | val_loss: 0.0311737 | Time: 2823.63 ms [2022-04-19 03:49:06 main:574] : INFO : Epoch 1750 | loss: 0.0311302 | val_loss: 0.031176 | Time: 2764.45 ms [2022-04-19 03:49:09 main:574] : INFO : Epoch 1751 | loss: 0.031128 | val_loss: 0.031175 | Time: 2889.22 ms [2022-04-19 03:49:12 main:574] : INFO : Epoch 1752 | loss: 0.0311272 | val_loss: 0.031175 | Time: 2833.54 ms [2022-04-19 03:49:15 main:574] : INFO : Epoch 1753 | loss: 0.0311287 | val_loss: 0.0311767 | Time: 2819.68 ms [2022-04-19 03:49:18 main:574] : INFO : Epoch 1754 | loss: 0.0311325 | val_loss: 0.0311779 | Time: 2808.36 ms [2022-04-19 03:49:21 main:574] : INFO : Epoch 1755 | loss: 0.031136 | val_loss: 0.0311787 | Time: 2916.75 ms [2022-04-19 03:49:23 main:574] : INFO : Epoch 1756 | loss: 0.0311346 | val_loss: 0.0311765 | Time: 2884.66 ms [2022-04-19 03:49:26 main:574] : INFO : Epoch 1757 | loss: 0.0311298 | val_loss: 0.0311704 | Time: 2821.62 ms [2022-04-19 03:49:29 main:574] : INFO : Epoch 1758 | loss: 0.0311273 | val_loss: 0.0311761 | Time: 2865.72 ms [2022-04-19 03:49:32 main:574] : INFO : Epoch 1759 | loss: 0.0311302 | val_loss: 0.0311709 | Time: 2799.41 ms [2022-04-19 03:49:35 main:574] : INFO : Epoch 1760 | loss: 0.0311335 | val_loss: 0.0311709 | Time: 2830.41 ms [2022-04-19 03:49:38 main:574] : INFO : Epoch 1761 | loss: 0.0311399 | val_loss: 0.0311722 | Time: 2792.84 ms [2022-04-19 03:49:40 main:574] : INFO : Epoch 1762 | loss: 0.0311407 | val_loss: 0.0311688 | Time: 2897.98 ms [2022-04-19 03:49:43 main:574] : INFO : Epoch 1763 | loss: 0.0311382 | val_loss: 0.031175 | Time: 2839.33 ms [2022-04-19 03:49:46 main:574] : INFO : Epoch 1764 | loss: 0.0311382 | val_loss: 0.0311697 | Time: 2916.68 ms [2022-04-19 03:49:49 main:574] : INFO : Epoch 1765 | loss: 0.0311319 | val_loss: 0.0311723 | Time: 2815.11 ms [2022-04-19 03:49:52 main:574] : INFO : Epoch 1766 | loss: 0.0311327 | val_loss: 0.0311706 | Time: 2774.46 ms [2022-04-19 03:49:55 main:574] : INFO : Epoch 1767 | loss: 0.0311326 | val_loss: 0.031171 | Time: 2810.06 ms [2022-04-19 03:49:57 main:574] : INFO : Epoch 1768 | loss: 0.0311307 | val_loss: 0.0311728 | Time: 2876.92 ms [2022-04-19 03:50:00 main:574] : INFO : Epoch 1769 | loss: 0.0311278 | val_loss: 0.0311751 | Time: 2879.2 ms [2022-04-19 03:50:03 main:574] : INFO : Epoch 1770 | loss: 0.0311297 | val_loss: 0.0311738 | Time: 2763.32 ms [2022-04-19 03:50:06 main:574] : INFO : Epoch 1771 | loss: 0.0311312 | val_loss: 0.031175 | Time: 2878.8 ms [2022-04-19 03:50:09 main:574] : INFO : Epoch 1772 | loss: 0.0311315 | val_loss: 0.0311708 | Time: 2784.5 ms [2022-04-19 03:50:12 main:574] : INFO : Epoch 1773 | loss: 0.0311328 | val_loss: 0.0311891 | Time: 2756.37 ms [2022-04-19 03:50:14 main:574] : INFO : Epoch 1774 | loss: 0.0311363 | val_loss: 0.031174 | Time: 2891.29 ms [2022-04-19 03:50:17 main:574] : INFO : Epoch 1775 | loss: 0.0311336 | val_loss: 0.0311772 | Time: 2904.78 ms [2022-04-19 03:50:20 main:574] : INFO : Epoch 1776 | loss: 0.0311287 | val_loss: 0.0311719 | Time: 2845.3 ms [2022-04-19 03:50:23 main:574] : INFO : Epoch 1777 | loss: 0.0311272 | val_loss: 0.0311713 | Time: 2828.74 ms [2022-04-19 03:50:26 main:574] : INFO : Epoch 1778 | loss: 0.0311271 | val_loss: 0.031175 | Time: 2878.48 ms [2022-04-19 03:50:29 main:574] : INFO : Epoch 1779 | loss: 0.031126 | val_loss: 0.0311783 | Time: 2802.75 ms [2022-04-19 03:50:32 main:574] : INFO : Epoch 1780 | loss: 0.031125 | val_loss: 0.0311776 | Time: 2825.29 ms [2022-04-19 03:50:34 main:574] : INFO : Epoch 1781 | loss: 0.0311267 | val_loss: 0.0311767 | Time: 2870.46 ms [2022-04-19 03:50:37 main:574] : INFO : Epoch 1782 | loss: 0.031122 | val_loss: 0.0311829 | Time: 2833.2 ms [2022-04-19 03:50:40 main:574] : INFO : Epoch 1783 | loss: 0.0311229 | val_loss: 0.0311757 | Time: 2911.67 ms [2022-04-19 03:50:43 main:574] : INFO : Epoch 1784 | loss: 0.0311248 | val_loss: 0.0311758 | Time: 2797.91 ms [2022-04-19 03:50:46 main:574] : INFO : Epoch 1785 | loss: 0.0311318 | val_loss: 0.031173 | Time: 2908.64 ms [2022-04-19 03:50:49 main:574] : INFO : Epoch 1786 | loss: 0.0311308 | val_loss: 0.0311723 | Time: 2841.17 ms [2022-04-19 03:50:52 main:574] : INFO : Epoch 1787 | loss: 0.0311299 | val_loss: 0.0311719 | Time: 2782.52 ms [2022-04-19 03:50:54 main:574] : INFO : Epoch 1788 | loss: 0.0311272 | val_loss: 0.0311729 | Time: 2888.67 ms [2022-04-19 03:50:57 main:574] : INFO : Epoch 1789 | loss: 0.0311357 | val_loss: 0.0311646 | Time: 2851.56 ms [2022-04-19 03:51:00 main:574] : INFO : Epoch 1790 | loss: 0.0311399 | val_loss: 0.03117 | Time: 2910.38 ms [2022-04-19 03:51:03 main:574] : INFO : Epoch 1791 | loss: 0.0311376 | val_loss: 0.0311705 | Time: 2789.04 ms [2022-04-19 03:51:06 main:574] : INFO : Epoch 1792 | loss: 0.0311361 | val_loss: 0.0311698 | Time: 2996.54 ms [2022-04-19 03:51:09 main:574] : INFO : Epoch 1793 | loss: 0.0311337 | val_loss: 0.0311712 | Time: 2802.8 ms [2022-04-19 03:51:12 main:574] : INFO : Epoch 1794 | loss: 0.0311324 | val_loss: 0.0311765 | Time: 2818.61 ms [2022-04-19 03:51:14 main:574] : INFO : Epoch 1795 | loss: 0.0311298 | val_loss: 0.031177 | Time: 2834.69 ms [2022-04-19 03:51:17 main:574] : INFO : Epoch 1796 | loss: 0.0311337 | val_loss: 0.031178 | Time: 2847.77 ms [2022-04-19 03:51:20 main:574] : INFO : Epoch 1797 | loss: 0.0311302 | val_loss: 0.0311746 | Time: 2864.36 ms [2022-04-19 03:51:23 main:574] : INFO : Epoch 1798 | loss: 0.0311292 | val_loss: 0.0311789 | Time: 2879.83 ms [2022-04-19 03:51:26 main:574] : INFO : Epoch 1799 | loss: 0.031129 | val_loss: 0.0311765 | Time: 2851.46 ms [2022-04-19 03:51:29 main:574] : INFO : Epoch 1800 | loss: 0.0311301 | val_loss: 0.0311717 | Time: 2845 ms [2022-04-19 03:51:32 main:574] : INFO : Epoch 1801 | loss: 0.0311316 | val_loss: 0.0311698 | Time: 2775.25 ms [2022-04-19 03:51:34 main:574] : INFO : Epoch 1802 | loss: 0.0311299 | val_loss: 0.0311767 | Time: 2854.65 ms [2022-04-19 03:51:37 main:574] : INFO : Epoch 1803 | loss: 0.0311337 | val_loss: 0.031176 | Time: 2915.48 ms [2022-04-19 03:51:40 main:574] : INFO : Epoch 1804 | loss: 0.031131 | val_loss: 0.0311825 | Time: 2864.65 ms [2022-04-19 03:51:43 main:574] : INFO : Epoch 1805 | loss: 0.0311307 | val_loss: 0.0311753 | Time: 2859.01 ms [2022-04-19 03:51:46 main:574] : INFO : Epoch 1806 | loss: 0.0311325 | val_loss: 0.0311779 | Time: 2841.69 ms [2022-04-19 03:51:49 main:574] : INFO : Epoch 1807 | loss: 0.0311355 | val_loss: 0.0311733 | Time: 2808.7 ms [2022-04-19 03:51:51 main:574] : INFO : Epoch 1808 | loss: 0.0311361 | val_loss: 0.0311855 | Time: 2789.9 ms [2022-04-19 03:51:54 main:574] : INFO : Epoch 1809 | loss: 0.031135 | val_loss: 0.0311744 | Time: 2747.16 ms [2022-04-19 03:51:57 main:574] : INFO : Epoch 1810 | loss: 0.031134 | val_loss: 0.0311695 | Time: 2877.82 ms [2022-04-19 03:52:00 main:574] : INFO : Epoch 1811 | loss: 0.0311329 | val_loss: 0.0311794 | Time: 2814.91 ms [2022-04-19 03:52:03 main:574] : INFO : Epoch 1812 | loss: 0.0311348 | val_loss: 0.0311759 | Time: 2864.73 ms [2022-04-19 03:52:06 main:574] : INFO : Epoch 1813 | loss: 0.031133 | val_loss: 0.0311705 | Time: 2976.07 ms [2022-04-19 03:52:09 main:574] : INFO : Epoch 1814 | loss: 0.031131 | val_loss: 0.0311807 | Time: 2979.33 ms [2022-04-19 03:52:12 main:574] : INFO : Epoch 1815 | loss: 0.0311352 | val_loss: 0.0311771 | Time: 2827.6 ms [2022-04-19 03:52:14 main:574] : INFO : Epoch 1816 | loss: 0.0311352 | val_loss: 0.0311713 | Time: 2794.25 ms [2022-04-19 03:52:17 main:574] : INFO : Epoch 1817 | loss: 0.0311443 | val_loss: 0.0311729 | Time: 2784.39 ms [2022-04-19 03:52:20 main:574] : INFO : Epoch 1818 | loss: 0.0311408 | val_loss: 0.031174 | Time: 2912.88 ms [2022-04-19 03:52:23 main:574] : INFO : Epoch 1819 | loss: 0.0311343 | val_loss: 0.0311724 | Time: 2850.55 ms [2022-04-19 03:52:26 main:574] : INFO : Epoch 1820 | loss: 0.0311329 | val_loss: 0.0311727 | Time: 2974.8 ms [2022-04-19 03:52:29 main:574] : INFO : Epoch 1821 | loss: 0.0311307 | val_loss: 0.0311724 | Time: 2847.51 ms [2022-04-19 03:52:32 main:574] : INFO : Epoch 1822 | loss: 0.0311322 | val_loss: 0.0311698 | Time: 2881.59 ms [2022-04-19 03:52:34 main:574] : INFO : Epoch 1823 | loss: 0.0311287 | val_loss: 0.0311747 | Time: 2762.51 ms [2022-04-19 03:52:37 main:574] : INFO : Epoch 1824 | loss: 0.0311295 | val_loss: 0.0311732 | Time: 2880.17 ms [2022-04-19 03:52:40 main:574] : INFO : Epoch 1825 | loss: 0.031138 | val_loss: 0.0311714 | Time: 2944.21 ms [2022-04-19 03:52:43 main:574] : INFO : Epoch 1826 | loss: 0.0311353 | val_loss: 0.0311728 | Time: 2801.06 ms [2022-04-19 03:52:46 main:574] : INFO : Epoch 1827 | loss: 0.0311306 | val_loss: 0.0311707 | Time: 2936.49 ms [2022-04-19 03:52:49 main:574] : INFO : Epoch 1828 | loss: 0.0311284 | val_loss: 0.0311701 | Time: 2769.11 ms [2022-04-19 03:52:52 main:574] : INFO : Epoch 1829 | loss: 0.0311285 | val_loss: 0.0311708 | Time: 2784.72 ms [2022-04-19 03:52:54 main:574] : INFO : Epoch 1830 | loss: 0.0311265 | val_loss: 0.031172 | Time: 2858.83 ms [2022-04-19 03:52:57 main:574] : INFO : Epoch 1831 | loss: 0.0311257 | val_loss: 0.0311746 | Time: 2811.32 ms [2022-04-19 03:53:00 main:574] : INFO : Epoch 1832 | loss: 0.0311258 | val_loss: 0.0311714 | Time: 2892.89 ms [2022-04-19 03:53:03 main:574] : INFO : Epoch 1833 | loss: 0.0311254 | val_loss: 0.0311703 | Time: 2796.65 ms [2022-04-19 03:53:06 main:574] : INFO : Epoch 1834 | loss: 0.0311249 | val_loss: 0.0311729 | Time: 2785 ms [2022-04-19 03:53:09 main:574] : INFO : Epoch 1835 | loss: 0.0311258 | val_loss: 0.0311687 | Time: 2824.1 ms [2022-04-19 03:53:11 main:574] : INFO : Epoch 1836 | loss: 0.0311315 | val_loss: 0.0311734 | Time: 2830.11 ms [2022-04-19 03:53:14 main:574] : INFO : Epoch 1837 | loss: 0.031127 | val_loss: 0.0311705 | Time: 2734.35 ms [2022-04-19 03:53:17 main:574] : INFO : Epoch 1838 | loss: 0.0311298 | val_loss: 0.0311734 | Time: 2887.3 ms [2022-04-19 03:53:20 main:574] : INFO : Epoch 1839 | loss: 0.0311301 | val_loss: 0.0311694 | Time: 2797.06 ms [2022-04-19 03:53:23 main:574] : INFO : Epoch 1840 | loss: 0.0311263 | val_loss: 0.0311733 | Time: 2885.85 ms [2022-04-19 03:53:26 main:574] : INFO : Epoch 1841 | loss: 0.0311283 | val_loss: 0.0311759 | Time: 2822.86 ms [2022-04-19 03:53:28 main:574] : INFO : Epoch 1842 | loss: 0.0311275 | val_loss: 0.0311732 | Time: 2801.75 ms [2022-04-19 03:53:31 main:574] : INFO : Epoch 1843 | loss: 0.0311262 | val_loss: 0.0311717 | Time: 2842.06 ms [2022-04-19 03:53:34 main:574] : INFO : Epoch 1844 | loss: 0.031127 | val_loss: 0.0311742 | Time: 2736.7 ms [2022-04-19 03:53:37 main:574] : INFO : Epoch 1845 | loss: 0.0311262 | val_loss: 0.0311648 | Time: 2830.51 ms [2022-04-19 03:53:40 main:574] : INFO : Epoch 1846 | loss: 0.0311249 | val_loss: 0.0311723 | Time: 2816.97 ms [2022-04-19 03:53:42 main:574] : INFO : Epoch 1847 | loss: 0.0311278 | val_loss: 0.0311732 | Time: 2803.68 ms [2022-04-19 03:53:45 main:574] : INFO : Epoch 1848 | loss: 0.0311256 | val_loss: 0.0311659 | Time: 2845.56 ms [2022-04-19 03:53:48 main:574] : INFO : Epoch 1849 | loss: 0.0311292 | val_loss: 0.0311666 | Time: 2901.18 ms [2022-04-19 03:53:51 main:574] : INFO : Epoch 1850 | loss: 0.0311312 | val_loss: 0.0311686 | Time: 2853.49 ms [2022-04-19 03:53:54 main:574] : INFO : Epoch 1851 | loss: 0.0311278 | val_loss: 0.0311738 | Time: 2802.51 ms [2022-04-19 03:53:57 main:574] : INFO : Epoch 1852 | loss: 0.0311286 | val_loss: 0.0311684 | Time: 2910.05 ms [2022-04-19 03:54:00 main:574] : INFO : Epoch 1853 | loss: 0.0311258 | val_loss: 0.0311692 | Time: 2862.91 ms [2022-04-19 03:54:02 main:574] : INFO : Epoch 1854 | loss: 0.0311286 | val_loss: 0.0311728 | Time: 2832.26 ms [2022-04-19 03:54:05 main:574] : INFO : Epoch 1855 | loss: 0.0311277 | val_loss: 0.0311719 | Time: 2797.24 ms [2022-04-19 03:54:08 main:574] : INFO : Epoch 1856 | loss: 0.0311271 | val_loss: 0.0311673 | Time: 2801.39 ms [2022-04-19 03:54:11 main:574] : INFO : Epoch 1857 | loss: 0.0311258 | val_loss: 0.0311695 | Time: 2891.14 ms [2022-04-19 03:54:14 main:574] : INFO : Epoch 1858 | loss: 0.0311304 | val_loss: 0.0311777 | Time: 2789.44 ms [2022-04-19 03:54:17 main:574] : INFO : Epoch 1859 | loss: 0.0311304 | val_loss: 0.031173 | Time: 2864.99 ms [2022-04-19 03:54:19 main:574] : INFO : Epoch 1860 | loss: 0.0311286 | val_loss: 0.0311655 | Time: 2797.46 ms [2022-04-19 03:54:22 main:574] : INFO : Epoch 1861 | loss: 0.0311258 | val_loss: 0.0311775 | Time: 2836.87 ms [2022-04-19 03:54:25 main:574] : INFO : Epoch 1862 | loss: 0.0311289 | val_loss: 0.0311733 | Time: 2871.04 ms [2022-04-19 03:54:28 main:574] : INFO : Epoch 1863 | loss: 0.0311282 | val_loss: 0.0311728 | Time: 2830.13 ms [2022-04-19 03:54:31 main:574] : INFO : Epoch 1864 | loss: 0.0311327 | val_loss: 0.0311669 | Time: 2811.88 ms [2022-04-19 03:54:34 main:574] : INFO : Epoch 1865 | loss: 0.0311318 | val_loss: 0.0311712 | Time: 2875.91 ms [2022-04-19 03:54:37 main:574] : INFO : Epoch 1866 | loss: 0.0311265 | val_loss: 0.031169 | Time: 2898.42 ms [2022-04-19 03:54:39 main:574] : INFO : Epoch 1867 | loss: 0.031132 | val_loss: 0.0311758 | Time: 2870.54 ms [2022-04-19 03:54:42 main:574] : INFO : Epoch 1868 | loss: 0.0311334 | val_loss: 0.0311737 | Time: 2865.97 ms [2022-04-19 03:54:45 main:574] : INFO : Epoch 1869 | loss: 0.0311335 | val_loss: 0.0311746 | Time: 2870.37 ms [2022-04-19 03:54:48 main:574] : INFO : Epoch 1870 | loss: 0.0311359 | val_loss: 0.031168 | Time: 2841.94 ms [2022-04-19 03:54:51 main:574] : INFO : Epoch 1871 | loss: 0.0311339 | val_loss: 0.0311746 | Time: 2764.8 ms [2022-04-19 03:54:54 main:574] : INFO : Epoch 1872 | loss: 0.0311301 | val_loss: 0.0311727 | Time: 2853.25 ms [2022-04-19 03:54:57 main:574] : INFO : Epoch 1873 | loss: 0.0311288 | val_loss: 0.031175 | Time: 2960.79 ms [2022-04-19 03:54:59 main:574] : INFO : Epoch 1874 | loss: 0.03113 | val_loss: 0.03117 | Time: 2797.15 ms [2022-04-19 03:55:02 main:574] : INFO : Epoch 1875 | loss: 0.0311276 | val_loss: 0.0311674 | Time: 2916.76 ms [2022-04-19 03:55:05 main:574] : INFO : Epoch 1876 | loss: 0.0311279 | val_loss: 0.0311698 | Time: 2834.05 ms [2022-04-19 03:55:08 main:574] : INFO : Epoch 1877 | loss: 0.031142 | val_loss: 0.0311711 | Time: 2878.85 ms [2022-04-19 03:55:11 main:574] : INFO : Epoch 1878 | loss: 0.0311379 | val_loss: 0.0311686 | Time: 2829.58 ms [2022-04-19 03:55:14 main:574] : INFO : Epoch 1879 | loss: 0.0311371 | val_loss: 0.03117 | Time: 2789.78 ms [2022-04-19 03:55:16 main:574] : INFO : Epoch 1880 | loss: 0.0311363 | val_loss: 0.0311732 | Time: 2817.31 ms [2022-04-19 03:55:19 main:574] : INFO : Epoch 1881 | loss: 0.0311352 | val_loss: 0.0311764 | Time: 2861.24 ms [2022-04-19 03:55:22 main:574] : INFO : Epoch 1882 | loss: 0.0311327 | val_loss: 0.0311708 | Time: 2847.79 ms [2022-04-19 03:55:25 main:574] : INFO : Epoch 1883 | loss: 0.0311301 | val_loss: 0.0311747 | Time: 2896.63 ms [2022-04-19 03:55:28 main:574] : INFO : Epoch 1884 | loss: 0.0311299 | val_loss: 0.0311702 | Time: 2837.51 ms [2022-04-19 03:55:31 main:574] : INFO : Epoch 1885 | loss: 0.0311293 | val_loss: 0.0311699 | Time: 2902.03 ms [2022-04-19 03:55:34 main:574] : INFO : Epoch 1886 | loss: 0.0311278 | val_loss: 0.0311735 | Time: 2888.99 ms [2022-04-19 03:55:37 main:574] : INFO : Epoch 1887 | loss: 0.0311291 | val_loss: 0.0311716 | Time: 2863.92 ms [2022-04-19 03:55:39 main:574] : INFO : Epoch 1888 | loss: 0.0311255 | val_loss: 0.0311703 | Time: 2874.79 ms [2022-04-19 03:55:42 main:574] : INFO : Epoch 1889 | loss: 0.0311314 | val_loss: 0.031167 | Time: 2796.05 ms [2022-04-19 03:55:45 main:574] : INFO : Epoch 1890 | loss: 0.031133 | val_loss: 0.0311634 | Time: 2873.85 ms [2022-04-19 03:55:48 main:574] : INFO : Epoch 1891 | loss: 0.0311318 | val_loss: 0.0311669 | Time: 2909.7 ms [2022-04-19 03:55:51 main:574] : INFO : Epoch 1892 | loss: 0.0311269 | val_loss: 0.0311698 | Time: 2926.57 ms [2022-04-19 03:55:54 main:574] : INFO : Epoch 1893 | loss: 0.0311267 | val_loss: 0.031169 | Time: 2802.74 ms [2022-04-19 03:55:57 main:574] : INFO : Epoch 1894 | loss: 0.0311314 | val_loss: 0.0311679 | Time: 2911.16 ms [2022-04-19 03:56:00 main:574] : INFO : Epoch 1895 | loss: 0.0311307 | val_loss: 0.0311722 | Time: 2860.46 ms [2022-04-19 03:56:02 main:574] : INFO : Epoch 1896 | loss: 0.0311304 | val_loss: 0.0311705 | Time: 2734.45 ms [2022-04-19 03:56:05 main:574] : INFO : Epoch 1897 | loss: 0.0311295 | val_loss: 0.0311777 | Time: 2864.36 ms [2022-04-19 03:56:08 main:574] : INFO : Epoch 1898 | loss: 0.031128 | val_loss: 0.0311681 | Time: 2796.52 ms [2022-04-19 03:56:11 main:574] : INFO : Epoch 1899 | loss: 0.0311263 | val_loss: 0.0311686 | Time: 2856.8 ms [2022-04-19 03:56:14 main:574] : INFO : Epoch 1900 | loss: 0.0311334 | val_loss: 0.0311734 | Time: 2778.24 ms [2022-04-19 03:56:17 main:574] : INFO : Epoch 1901 | loss: 0.031132 | val_loss: 0.0311773 | Time: 2869.59 ms [2022-04-19 03:56:19 main:574] : INFO : Epoch 1902 | loss: 0.031134 | val_loss: 0.0311861 | Time: 2831.95 ms [2022-04-19 03:56:22 main:574] : INFO : Epoch 1903 | loss: 0.0311324 | val_loss: 0.0311724 | Time: 2818.04 ms [2022-04-19 03:56:25 main:574] : INFO : Epoch 1904 | loss: 0.0311291 | val_loss: 0.0311752 | Time: 2883.04 ms [2022-04-19 03:56:28 main:574] : INFO : Epoch 1905 | loss: 0.0311263 | val_loss: 0.0311693 | Time: 2819.22 ms [2022-04-19 03:56:31 main:574] : INFO : Epoch 1906 | loss: 0.0311305 | val_loss: 0.0311759 | Time: 2803.16 ms [2022-04-19 03:56:33 main:574] : INFO : Epoch 1907 | loss: 0.0311271 | val_loss: 0.0311738 | Time: 2809.82 ms [2022-04-19 03:56:36 main:574] : INFO : Epoch 1908 | loss: 0.0311256 | val_loss: 0.0311778 | Time: 2859.61 ms [2022-04-19 03:56:39 main:574] : INFO : Epoch 1909 | loss: 0.0311245 | val_loss: 0.0311727 | Time: 2854 ms [2022-04-19 03:56:42 main:574] : INFO : Epoch 1910 | loss: 0.0311252 | val_loss: 0.0311722 | Time: 2924.28 ms [2022-04-19 03:56:45 main:574] : INFO : Epoch 1911 | loss: 0.0311247 | val_loss: 0.0311754 | Time: 2894.42 ms [2022-04-19 03:56:48 main:574] : INFO : Epoch 1912 | loss: 0.031143 | val_loss: 0.0311711 | Time: 2805.13 ms [2022-04-19 03:56:51 main:574] : INFO : Epoch 1913 | loss: 0.0311422 | val_loss: 0.0311718 | Time: 2843.94 ms [2022-04-19 03:56:54 main:574] : INFO : Epoch 1914 | loss: 0.0311406 | val_loss: 0.0311683 | Time: 2814.93 ms [2022-04-19 03:56:56 main:574] : INFO : Epoch 1915 | loss: 0.0311369 | val_loss: 0.0311698 | Time: 2867.21 ms [2022-04-19 03:56:59 main:574] : INFO : Epoch 1916 | loss: 0.0311339 | val_loss: 0.0311673 | Time: 2797.04 ms [2022-04-19 03:57:02 main:574] : INFO : Epoch 1917 | loss: 0.0311332 | val_loss: 0.0311726 | Time: 2958.03 ms [2022-04-19 03:57:05 main:574] : INFO : Epoch 1918 | loss: 0.0311298 | val_loss: 0.031176 | Time: 2901.64 ms [2022-04-19 03:57:08 main:574] : INFO : Epoch 1919 | loss: 0.03113 | val_loss: 0.0311767 | Time: 2850.1 ms [2022-04-19 03:57:11 main:574] : INFO : Epoch 1920 | loss: 0.0311297 | val_loss: 0.0311776 | Time: 2856.41 ms [2022-04-19 03:57:14 main:574] : INFO : Epoch 1921 | loss: 0.0311273 | val_loss: 0.0311767 | Time: 2830.33 ms [2022-04-19 03:57:16 main:574] : INFO : Epoch 1922 | loss: 0.0311284 | val_loss: 0.0311682 | Time: 2832.29 ms [2022-04-19 03:57:19 main:574] : INFO : Epoch 1923 | loss: 0.031125 | val_loss: 0.0311682 | Time: 2775.47 ms [2022-04-19 03:57:22 main:574] : INFO : Epoch 1924 | loss: 0.0311239 | val_loss: 0.0311663 | Time: 2851.96 ms [2022-04-19 03:57:25 main:574] : INFO : Epoch 1925 | loss: 0.0311218 | val_loss: 0.0311668 | Time: 2956.16 ms [2022-04-19 03:57:28 main:574] : INFO : Epoch 1926 | loss: 0.0311211 | val_loss: 0.0311734 | Time: 2868.75 ms [2022-04-19 03:57:31 main:574] : INFO : Epoch 1927 | loss: 0.0311236 | val_loss: 0.0311788 | Time: 2906.64 ms [2022-04-19 03:57:34 main:574] : INFO : Epoch 1928 | loss: 0.0311333 | val_loss: 0.031176 | Time: 2788.45 ms [2022-04-19 03:57:37 main:574] : INFO : Epoch 1929 | loss: 0.0311376 | val_loss: 0.0311705 | Time: 2903.59 ms [2022-04-19 03:57:39 main:574] : INFO : Epoch 1930 | loss: 0.0311349 | val_loss: 0.0311761 | Time: 2800.27 ms [2022-04-19 03:57:42 main:574] : INFO : Epoch 1931 | loss: 0.0311306 | val_loss: 0.0311712 | Time: 2821.15 ms [2022-04-19 03:57:45 main:574] : INFO : Epoch 1932 | loss: 0.0311293 | val_loss: 0.0311684 | Time: 2892 ms [2022-04-19 03:57:48 main:574] : INFO : Epoch 1933 | loss: 0.0311285 | val_loss: 0.0311697 | Time: 2865.18 ms [2022-04-19 03:57:51 main:574] : INFO : Epoch 1934 | loss: 0.0311307 | val_loss: 0.0311712 | Time: 2903.82 ms [2022-04-19 03:57:54 main:574] : INFO : Epoch 1935 | loss: 0.0311285 | val_loss: 0.0311739 | Time: 2863.44 ms [2022-04-19 03:57:56 main:574] : INFO : Epoch 1936 | loss: 0.0311258 | val_loss: 0.0311727 | Time: 2807.44 ms [2022-04-19 03:57:59 main:574] : INFO : Epoch 1937 | loss: 0.0311259 | val_loss: 0.0311738 | Time: 2831.35 ms [2022-04-19 03:58:02 main:574] : INFO : Epoch 1938 | loss: 0.0311274 | val_loss: 0.0311673 | Time: 2760.12 ms [2022-04-19 03:58:05 main:574] : INFO : Epoch 1939 | loss: 0.0311254 | val_loss: 0.0311709 | Time: 2808.31 ms [2022-04-19 03:58:08 main:574] : INFO : Epoch 1940 | loss: 0.0311295 | val_loss: 0.0311799 | Time: 2788.48 ms [2022-04-19 03:58:11 main:574] : INFO : Epoch 1941 | loss: 0.0311276 | val_loss: 0.031174 | Time: 2829.01 ms [2022-04-19 03:58:13 main:574] : INFO : Epoch 1942 | loss: 0.0311323 | val_loss: 0.0311718 | Time: 2730.65 ms [2022-04-19 03:58:16 main:574] : INFO : Epoch 1943 | loss: 0.0311314 | val_loss: 0.0311682 | Time: 2844.89 ms [2022-04-19 03:58:19 main:574] : INFO : Epoch 1944 | loss: 0.0311299 | val_loss: 0.0311693 | Time: 2848.24 ms [2022-04-19 03:58:22 main:574] : INFO : Epoch 1945 | loss: 0.0311263 | val_loss: 0.0311776 | Time: 2899 ms [2022-04-19 03:58:25 main:574] : INFO : Epoch 1946 | loss: 0.0311271 | val_loss: 0.0311724 | Time: 2838.83 ms [2022-04-19 03:58:27 main:574] : INFO : Epoch 1947 | loss: 0.0311256 | val_loss: 0.0311791 | Time: 2778.15 ms [2022-04-19 03:58:30 main:574] : INFO : Epoch 1948 | loss: 0.0311287 | val_loss: 0.0311808 | Time: 2824.76 ms [2022-04-19 03:58:33 main:574] : INFO : Epoch 1949 | loss: 0.0311277 | val_loss: 0.0311719 | Time: 2869.32 ms [2022-04-19 03:58:36 main:574] : INFO : Epoch 1950 | loss: 0.0311258 | val_loss: 0.0311691 | Time: 2843.88 ms [2022-04-19 03:58:39 main:574] : INFO : Epoch 1951 | loss: 0.0311279 | val_loss: 0.0311741 | Time: 2873.65 ms [2022-04-19 03:58:42 main:574] : INFO : Epoch 1952 | loss: 0.03113 | val_loss: 0.031174 | Time: 2865.84 ms [2022-04-19 03:58:45 main:574] : INFO : Epoch 1953 | loss: 0.031129 | val_loss: 0.0311726 | Time: 2761.84 ms [2022-04-19 03:58:47 main:574] : INFO : Epoch 1954 | loss: 0.0311294 | val_loss: 0.0311778 | Time: 2807.07 ms [2022-04-19 03:58:50 main:574] : INFO : Epoch 1955 | loss: 0.0311302 | val_loss: 0.0311673 | Time: 2805.78 ms [2022-04-19 03:58:53 main:574] : INFO : Epoch 1956 | loss: 0.0311278 | val_loss: 0.0311767 | Time: 2829.08 ms [2022-04-19 03:58:56 main:574] : INFO : Epoch 1957 | loss: 0.0311294 | val_loss: 0.0311711 | Time: 2802.8 ms [2022-04-19 03:58:59 main:574] : INFO : Epoch 1958 | loss: 0.0311365 | val_loss: 0.0311754 | Time: 2812.9 ms [2022-04-19 03:59:01 main:574] : INFO : Epoch 1959 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 2842.53 ms [2022-04-19 03:59:04 main:574] : INFO : Epoch 1960 | loss: 0.0311533 | val_loss: 0.0311694 | Time: 2748.2 ms [2022-04-19 03:59:07 main:574] : INFO : Epoch 1961 | loss: 0.0311469 | val_loss: 0.0311746 | Time: 2872.04 ms [2022-04-19 03:59:10 main:574] : INFO : Epoch 1962 | loss: 0.0311449 | val_loss: 0.031176 | Time: 2803.1 ms [2022-04-19 03:59:13 main:574] : INFO : Epoch 1963 | loss: 0.0311464 | val_loss: 0.0311723 | Time: 2814.7 ms [2022-04-19 03:59:15 main:574] : INFO : Epoch 1964 | loss: 0.0311428 | val_loss: 0.0311777 | Time: 2723.31 ms [2022-04-19 03:59:18 main:574] : INFO : Epoch 1965 | loss: 0.0311406 | val_loss: 0.0311727 | Time: 2806.09 ms [2022-04-19 03:59:21 main:574] : INFO : Epoch 1966 | loss: 0.0311388 | val_loss: 0.0311748 | Time: 2820 ms [2022-04-19 03:59:24 main:574] : INFO : Epoch 1967 | loss: 0.0311361 | val_loss: 0.0311781 | Time: 2955.55 ms [2022-04-19 03:59:27 main:574] : INFO : Epoch 1968 | loss: 0.0311371 | val_loss: 0.0311722 | Time: 2865.64 ms [2022-04-19 03:59:30 main:574] : INFO : Epoch 1969 | loss: 0.0311376 | val_loss: 0.0311714 | Time: 2929.52 ms [2022-04-19 03:59:33 main:574] : INFO : Epoch 1970 | loss: 0.031135 | val_loss: 0.0311728 | Time: 2928.34 ms [2022-04-19 03:59:36 main:574] : INFO : Epoch 1971 | loss: 0.0311361 | val_loss: 0.0311741 | Time: 2906.43 ms [2022-04-19 03:59:38 main:574] : INFO : Epoch 1972 | loss: 0.0311351 | val_loss: 0.0311789 | Time: 2819.18 ms [2022-04-19 03:59:41 main:574] : INFO : Epoch 1973 | loss: 0.0311361 | val_loss: 0.0311789 | Time: 2894.78 ms [2022-04-19 03:59:44 main:574] : INFO : Epoch 1974 | loss: 0.0311343 | val_loss: 0.0311694 | Time: 2840.48 ms [2022-04-19 03:59:47 main:574] : INFO : Epoch 1975 | loss: 0.0311319 | val_loss: 0.0311777 | Time: 2914.38 ms [2022-04-19 03:59:50 main:574] : INFO : Epoch 1976 | loss: 0.0311341 | val_loss: 0.0311823 | Time: 2807.66 ms [2022-04-19 03:59:53 main:574] : INFO : Epoch 1977 | loss: 0.0311348 | val_loss: 0.0311749 | Time: 2752.05 ms [2022-04-19 03:59:56 main:574] : INFO : Epoch 1978 | loss: 0.0311361 | val_loss: 0.0311854 | Time: 2770.14 ms [2022-04-19 03:59:58 main:574] : INFO : Epoch 1979 | loss: 0.0311352 | val_loss: 0.0311776 | Time: 2810.64 ms [2022-04-19 04:00:01 main:574] : INFO : Epoch 1980 | loss: 0.0311336 | val_loss: 0.0311711 | Time: 2853.92 ms [2022-04-19 04:00:04 main:574] : INFO : Epoch 1981 | loss: 0.0311306 | val_loss: 0.0311684 | Time: 2940.19 ms [2022-04-19 04:00:07 main:574] : INFO : Epoch 1982 | loss: 0.0311315 | val_loss: 0.0311733 | Time: 2901.8 ms [2022-04-19 04:00:10 main:574] : INFO : Epoch 1983 | loss: 0.0311314 | val_loss: 0.031171 | Time: 2769.57 ms [2022-04-19 04:00:13 main:574] : INFO : Epoch 1984 | loss: 0.0311308 | val_loss: 0.0311725 | Time: 2946.05 ms [2022-04-19 04:00:16 main:574] : INFO : Epoch 1985 | loss: 0.031129 | val_loss: 0.0311769 | Time: 2950.59 ms [2022-04-19 04:00:19 main:574] : INFO : Epoch 1986 | loss: 0.0311264 | val_loss: 0.0311722 | Time: 2930.52 ms [2022-04-19 04:00:21 main:574] : INFO : Epoch 1987 | loss: 0.0311263 | val_loss: 0.0311796 | Time: 2822.08 ms [2022-04-19 04:00:24 main:574] : INFO : Epoch 1988 | loss: 0.0311282 | val_loss: 0.0311729 | Time: 2780.99 ms [2022-04-19 04:00:27 main:574] : INFO : Epoch 1989 | loss: 0.0311301 | val_loss: 0.0311677 | Time: 2800.48 ms [2022-04-19 04:00:30 main:574] : INFO : Epoch 1990 | loss: 0.031127 | val_loss: 0.0311759 | Time: 2829.19 ms [2022-04-19 04:00:33 main:574] : INFO : Epoch 1991 | loss: 0.0311257 | val_loss: 0.0311767 | Time: 2942.89 ms [2022-04-19 04:00:36 main:574] : INFO : Epoch 1992 | loss: 0.031124 | val_loss: 0.031179 | Time: 3642.02 ms [2022-04-19 04:00:40 main:574] : INFO : Epoch 1993 | loss: 0.0311282 | val_loss: 0.0311803 | Time: 3364.01 ms [2022-04-19 04:28:20 main:574] : INFO : Epoch 1994 | loss: 0.0311299 | val_loss: 0.0311777 | Time: 1.66043e+06 ms [2022-04-19 04:28:23 main:574] : INFO : Epoch 1995 | loss: 0.0311277 | val_loss: 0.0311725 | Time: 2884.56 ms [2022-04-19 04:28:26 main:574] : INFO : Epoch 1996 | loss: 0.0311429 | val_loss: 0.0312334 | Time: 2845.66 ms [2022-04-19 04:28:29 main:574] : INFO : Epoch 1997 | loss: 0.0312165 | val_loss: 0.0312888 | Time: 2832.93 ms [2022-04-19 04:29:12 main:574] : INFO : Epoch 1998 | loss: 0.0355028 | val_loss: 0.03445 | Time: 43275.2 ms [2022-04-19 04:29:15 main:574] : INFO : Epoch 1999 | loss: 0.0318563 | val_loss: 0.031491 | Time: 2836.51 ms [2022-04-19 04:29:18 main:574] : INFO : Epoch 2000 | loss: 0.0313321 | val_loss: 0.0312834 | Time: 2801 ms [2022-04-19 04:29:21 main:574] : INFO : Epoch 2001 | loss: 0.0312639 | val_loss: 0.0312529 | Time: 2791.96 ms [2022-04-19 04:29:23 main:574] : INFO : Epoch 2002 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 2831.05 ms [2022-04-19 04:29:26 main:574] : INFO : Epoch 2003 | loss: 0.0312489 | val_loss: 0.031252 | Time: 2794.04 ms [2022-04-19 04:29:29 main:574] : INFO : Epoch 2004 | loss: 0.031248 | val_loss: 0.0312467 | Time: 2768.01 ms [2022-04-19 04:29:32 main:574] : INFO : Epoch 2005 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 2858.52 ms [2022-04-19 04:29:35 main:574] : INFO : Epoch 2006 | loss: 0.0312329 | val_loss: 0.0312249 | Time: 2709.67 ms [2022-04-19 04:29:38 main:574] : INFO : Epoch 2007 | loss: 0.0312119 | val_loss: 0.0312126 | Time: 3141.93 ms [2022-04-19 04:41:34 main:574] : INFO : Epoch 2008 | loss: 0.0312025 | val_loss: 0.0311984 | Time: 716023 ms [2022-04-19 04:41:37 main:574] : INFO : Epoch 2009 | loss: 0.0311948 | val_loss: 0.0311926 | Time: 2837.96 ms [2022-04-19 04:41:39 main:574] : INFO : Epoch 2010 | loss: 0.0311868 | val_loss: 0.0311864 | Time: 2881.22 ms [2022-04-19 04:41:42 main:574] : INFO : Epoch 2011 | loss: 0.0311867 | val_loss: 0.0311822 | Time: 2894.38 ms [2022-04-19 04:43:36 main:574] : INFO : Epoch 2012 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 113540 ms [2022-04-19 04:43:39 main:574] : INFO : Epoch 2013 | loss: 0.0311787 | val_loss: 0.03118 | Time: 2755.22 ms [2022-04-19 04:43:41 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 2766.47 ms [2022-04-19 04:43:44 main:574] : INFO : Epoch 2015 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 2785.14 ms [2022-04-19 04:43:47 main:574] : INFO : Epoch 2016 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 2742.27 ms [2022-04-19 04:43:50 main:574] : INFO : Epoch 2017 | loss: 0.0311747 | val_loss: 0.0311763 | Time: 2802.26 ms [2022-04-19 04:43:53 main:574] : INFO : Epoch 2018 | loss: 0.0311724 | val_loss: 0.0311822 | Time: 2825.73 ms [2022-04-19 04:43:55 main:574] : INFO : Epoch 2019 | loss: 0.0311747 | val_loss: 0.0311753 | Time: 2894.47 ms [2022-04-19 04:43:58 main:574] : INFO : Epoch 2020 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 2745.05 ms [2022-04-19 04:44:01 main:574] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 2876.73 ms [2022-04-19 04:44:04 main:574] : INFO : Epoch 2022 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 2799.83 ms [2022-04-19 04:44:07 main:574] : INFO : Epoch 2023 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 2834.14 ms [2022-04-19 04:44:10 main:574] : INFO : Epoch 2024 | loss: 0.031167 | val_loss: 0.0311787 | Time: 2862.43 ms [2022-04-19 04:44:13 main:574] : INFO : Epoch 2025 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 2882.13 ms [2022-04-19 04:44:15 main:574] : INFO : Epoch 2026 | loss: 0.031162 | val_loss: 0.0311744 | Time: 2824.15 ms [2022-04-19 04:44:18 main:574] : INFO : Epoch 2027 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 2847.58 ms [2022-04-19 04:44:21 main:574] : INFO : Epoch 2028 | loss: 0.0311627 | val_loss: 0.0311794 | Time: 2790.62 ms [2022-04-19 04:44:24 main:574] : INFO : Epoch 2029 | loss: 0.031162 | val_loss: 0.031174 | Time: 2833.07 ms [2022-04-19 04:44:27 main:574] : INFO : Epoch 2030 | loss: 0.0311589 | val_loss: 0.0311711 | Time: 3056.89 ms [2022-04-19 04:44:30 main:574] : INFO : Epoch 2031 | loss: 0.0311568 | val_loss: 0.0311715 | Time: 3134.53 ms [2022-04-19 04:44:33 main:574] : INFO : Epoch 2032 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 3082.03 ms [2022-04-19 04:44:36 main:574] : INFO : Epoch 2033 | loss: 0.0311594 | val_loss: 0.031176 | Time: 3155.31 ms [2022-04-19 04:44:39 main:574] : INFO : Epoch 2034 | loss: 0.0311566 | val_loss: 0.0311727 | Time: 3099.69 ms [2022-04-19 04:44:42 main:574] : INFO : Epoch 2035 | loss: 0.0311552 | val_loss: 0.0311774 | Time: 3006.54 ms [2022-04-19 04:44:46 main:574] : INFO : Epoch 2036 | loss: 0.0311555 | val_loss: 0.0311716 | Time: 3136.43 ms [2022-04-19 04:44:48 main:574] : INFO : Epoch 2037 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 2967.51 ms [2022-04-19 04:44:52 main:574] : INFO : Epoch 2038 | loss: 0.0311558 | val_loss: 0.0311731 | Time: 3095.3 ms [2022-04-19 04:44:54 main:574] : INFO : Epoch 2039 | loss: 0.0311551 | val_loss: 0.0311706 | Time: 2838.77 ms [2022-04-19 04:44:57 main:574] : INFO : Epoch 2040 | loss: 0.0311542 | val_loss: 0.0311707 | Time: 2872.24 ms [2022-04-19 04:45:00 main:574] : INFO : Epoch 2041 | loss: 0.0311539 | val_loss: 0.0311742 | Time: 2914.51 ms [2022-04-19 04:45:03 main:574] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311722 | Time: 2920.31 ms [2022-04-19 04:45:36 main:574] : INFO : Epoch 2043 | loss: 0.0311525 | val_loss: 0.0311711 | Time: 33316.2 ms [2022-04-19 04:45:39 main:574] : INFO : Epoch 2044 | loss: 0.0311531 | val_loss: 0.031186 | Time: 2933.14 ms [2022-04-19 04:45:42 main:574] : INFO : Epoch 2045 | loss: 0.0311538 | val_loss: 0.0311719 | Time: 3045.16 ms [2022-04-19 04:45:46 main:574] : INFO : Epoch 2046 | loss: 0.0311515 | val_loss: 0.0311716 | Time: 3072.66 ms [2022-04-19 04:45:49 main:574] : INFO : Epoch 2047 | loss: 0.0311483 | val_loss: 0.031171 | Time: 3161.69 ms [2022-04-19 04:45:52 main:574] : INFO : Epoch 2048 | loss: 0.0311488 | val_loss: 0.0311718 | Time: 3041.52 ms [2022-04-19 04:45:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311718 [2022-04-19 04:45:52 main:603] : INFO : Saving end state to config to file [2022-04-19 04:45:52 main:608] : INFO : Success, exiting.. 04:45:52 (23468): 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)