Task 14200617
| Name | ParityModified-1647048459-12515-1-0_0 |
| Workunit | 11261067 |
| Created | 1 Apr 2022, 15:58:01 UTC |
| Sent | 7 Apr 2022, 6:11:38 UTC |
| Report deadline | 15 Apr 2022, 6:11:38 UTC |
| Received | 7 Apr 2022, 12:11:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 30 min 2 sec |
| CPU time | 1 hours 28 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 05:02 main:574] : INFO : Epoch 1542 | loss: 0.0311378 | val_loss: 0.0311623 | Time: 2737.29 ms [2022-04-07 04:05:05 main:574] : INFO : Epoch 1543 | loss: 0.031137 | val_loss: 0.0311621 | Time: 2770.39 ms [2022-04-07 04:05:08 main:574] : INFO : Epoch 1544 | loss: 0.0311382 | val_loss: 0.0311637 | Time: 2815.85 ms [2022-04-07 04:05:11 main:574] : INFO : Epoch 1545 | loss: 0.0311346 | val_loss: 0.03116 | Time: 2699.01 ms [2022-04-07 04:05:13 main:574] : INFO : Epoch 1546 | loss: 0.0311345 | val_loss: 0.0311615 | Time: 2704.07 ms [2022-04-07 04:05:16 main:574] : INFO : Epoch 1547 | loss: 0.0311325 | val_loss: 0.0311621 | Time: 2760.66 ms [2022-04-07 04:05:19 main:574] : INFO : Epoch 1548 | loss: 0.0311285 | val_loss: 0.0311575 | Time: 2794.21 ms [2022-04-07 04:05:22 main:574] : INFO : Epoch 1549 | loss: 0.0311343 | val_loss: 0.0311659 | Time: 2814.04 ms [2022-04-07 04:05:24 main:574] : INFO : Epoch 1550 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 2772.49 ms [2022-04-07 04:05:27 main:574] : INFO : Epoch 1551 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 2763.3 ms [2022-04-07 04:05:30 main:574] : INFO : Epoch 1552 | loss: 0.0311625 | val_loss: 0.0311711 | Time: 2785.4 ms [2022-04-07 04:05:33 main:574] : INFO : Epoch 1553 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 2837.37 ms [2022-04-07 04:05:36 main:574] : INFO : Epoch 1554 | loss: 0.0311536 | val_loss: 0.0311717 | Time: 2747.44 ms [2022-04-07 04:05:38 main:574] : INFO : Epoch 1555 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 2674.12 ms [2022-04-07 04:05:41 main:574] : INFO : Epoch 1556 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 2683.15 ms [2022-04-07 04:05:44 main:574] : INFO : Epoch 1557 | loss: 0.031147 | val_loss: 0.0311608 | Time: 2688.33 ms [2022-04-07 04:05:46 main:574] : INFO : Epoch 1558 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 2769.44 ms [2022-04-07 04:05:49 main:574] : INFO : Epoch 1559 | loss: 0.0311489 | val_loss: 0.0311567 | Time: 2769.4 ms [2022-04-07 04:05:52 main:574] : INFO : Epoch 1560 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 2784.65 ms [2022-04-07 04:05:55 main:574] : INFO : Epoch 1561 | loss: 0.0311419 | val_loss: 0.0311588 | Time: 2830.17 ms [2022-04-07 04:05:58 main:574] : INFO : Epoch 1562 | loss: 0.0311419 | val_loss: 0.0311574 | Time: 2793.87 ms [2022-04-07 04:06:00 main:574] : INFO : Epoch 1563 | loss: 0.0311399 | val_loss: 0.0311586 | Time: 2790.53 ms [2022-04-07 04:06:03 main:574] : INFO : Epoch 1564 | loss: 0.0311388 | val_loss: 0.0311569 | Time: 2830.88 ms [2022-04-07 04:06:06 main:574] : INFO : Epoch 1565 | loss: 0.0311398 | val_loss: 0.0311652 | Time: 2686.02 ms [2022-04-07 04:06:09 main:574] : INFO : Epoch 1566 | loss: 0.0311376 | val_loss: 0.0311597 | Time: 2684.89 ms [2022-04-07 04:06:11 main:574] : INFO : Epoch 1567 | loss: 0.0311355 | val_loss: 0.0311624 | Time: 2801.26 ms [2022-04-07 04:06:14 main:574] : INFO : Epoch 1568 | loss: 0.031159 | val_loss: 0.0311816 | Time: 2779.54 ms [2022-04-07 04:06:17 main:574] : INFO : Epoch 1569 | loss: 0.0311837 | val_loss: 0.0311779 | Time: 2729.77 ms [2022-04-07 04:06:20 main:574] : INFO : Epoch 1570 | loss: 0.0311761 | val_loss: 0.0311697 | Time: 2769.32 ms [2022-04-07 04:06:22 main:574] : INFO : Epoch 1571 | loss: 0.0311682 | val_loss: 0.0311663 | Time: 2810.32 ms [2022-04-07 04:06:25 main:574] : INFO : Epoch 1572 | loss: 0.0311652 | val_loss: 0.0311661 | Time: 2834.62 ms [2022-04-07 04:06:28 main:574] : INFO : Epoch 1573 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 2731.19 ms [2022-04-07 04:06:31 main:574] : INFO : Epoch 1574 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 2805.55 ms [2022-04-07 04:06:34 main:574] : INFO : Epoch 1575 | loss: 0.0311612 | val_loss: 0.0311661 | Time: 2667.13 ms [2022-04-07 04:06:36 main:574] : INFO : Epoch 1576 | loss: 0.0311599 | val_loss: 0.0311648 | Time: 2705.8 ms [2022-04-07 04:06:39 main:574] : INFO : Epoch 1577 | loss: 0.0311591 | val_loss: 0.0311634 | Time: 2791.46 ms [2022-04-07 04:06:42 main:574] : INFO : Epoch 1578 | loss: 0.0311561 | val_loss: 0.031164 | Time: 2754.34 ms [2022-04-07 04:06:45 main:574] : INFO : Epoch 1579 | loss: 0.031155 | val_loss: 0.0311633 | Time: 2785.44 ms [2022-04-07 04:06:47 main:574] : INFO : Epoch 1580 | loss: 0.031154 | val_loss: 0.0311673 | Time: 2761.4 ms [2022-04-07 04:06:50 main:574] : INFO : Epoch 1581 | loss: 0.0311534 | val_loss: 0.0311628 | Time: 2734.88 ms [2022-04-07 04:06:53 main:574] : INFO : Epoch 1582 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 2781.58 ms [2022-04-07 04:06:56 main:574] : INFO : Epoch 1583 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 2781.74 ms [2022-04-07 04:06:58 main:574] : INFO : Epoch 1584 | loss: 0.0311504 | val_loss: 0.0311646 | Time: 2768.66 ms [2022-04-07 04:07:01 main:574] : INFO : Epoch 1585 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 2690.07 ms [2022-04-07 04:07:04 main:574] : INFO : Epoch 1586 | loss: 0.0311481 | val_loss: 0.0311634 | Time: 2729.63 ms [2022-04-07 04:07:07 main:574] : INFO : Epoch 1587 | loss: 0.0311476 | val_loss: 0.031163 | Time: 2749.66 ms [2022-04-07 04:07:09 main:574] : INFO : Epoch 1588 | loss: 0.0311491 | val_loss: 0.031164 | Time: 2782.87 ms [2022-04-07 04:07:12 main:574] : INFO : Epoch 1589 | loss: 0.0311469 | val_loss: 0.0311643 | Time: 2777.76 ms [2022-04-07 04:07:15 main:574] : INFO : Epoch 1590 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 2774.21 ms [2022-04-07 04:07:18 main:574] : INFO : Epoch 1591 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 2797.68 ms [2022-04-07 04:07:20 main:574] : INFO : Epoch 1592 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 2753.56 ms [2022-04-07 04:07:23 main:574] : INFO : Epoch 1593 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 2822.82 ms [2022-04-07 04:07:26 main:574] : INFO : Epoch 1594 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 2734.17 ms [2022-04-07 04:07:29 main:574] : INFO : Epoch 1595 | loss: 0.0311421 | val_loss: 0.0311655 | Time: 2731.79 ms [2022-04-07 04:07:32 main:574] : INFO : Epoch 1596 | loss: 0.0311441 | val_loss: 0.0311632 | Time: 2778.9 ms [2022-04-07 04:07:34 main:574] : INFO : Epoch 1597 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 2794.42 ms [2022-04-07 04:07:37 main:574] : INFO : Epoch 1598 | loss: 0.0311493 | val_loss: 0.031162 | Time: 2753.4 ms [2022-04-07 04:07:40 main:574] : INFO : Epoch 1599 | loss: 0.031149 | val_loss: 0.0311629 | Time: 2788.33 ms [2022-04-07 04:07:43 main:574] : INFO : Epoch 1600 | loss: 0.0311496 | val_loss: 0.0311624 | Time: 2719.14 ms [2022-04-07 04:07:45 main:574] : INFO : Epoch 1601 | loss: 0.0311466 | val_loss: 0.0311648 | Time: 2834.85 ms [2022-04-07 04:07:48 main:574] : INFO : Epoch 1602 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 2744.74 ms [2022-04-07 04:07:51 main:574] : INFO : Epoch 1603 | loss: 0.0311433 | val_loss: 0.031162 | Time: 2690.79 ms [2022-04-07 04:07:54 main:574] : INFO : Epoch 1604 | loss: 0.0311424 | val_loss: 0.031162 | Time: 2693.52 ms [2022-04-07 04:07:56 main:574] : INFO : Epoch 1605 | loss: 0.0311417 | val_loss: 0.0311631 | Time: 2735.22 ms [2022-04-07 04:07:59 main:574] : INFO : Epoch 1606 | loss: 0.0311434 | val_loss: 0.0311619 | Time: 2753.56 ms [2022-04-07 04:08:02 main:574] : INFO : Epoch 1607 | loss: 0.031143 | val_loss: 0.0311656 | Time: 2772.88 ms [2022-04-07 04:08:05 main:574] : INFO : Epoch 1608 | loss: 0.031142 | val_loss: 0.0311619 | Time: 2847.67 ms [2022-04-07 04:08:08 main:574] : INFO : Epoch 1609 | loss: 0.0311408 | val_loss: 0.0311644 | Time: 2897.72 ms [2022-04-07 04:08:10 main:574] : INFO : Epoch 1610 | loss: 0.0311393 | val_loss: 0.0311629 | Time: 2818.46 ms [2022-04-07 04:08:13 main:574] : INFO : Epoch 1611 | loss: 0.0311393 | val_loss: 0.0311658 | Time: 2775.21 ms [2022-04-07 04:08:16 main:574] : INFO : Epoch 1612 | loss: 0.0311395 | val_loss: 0.0311652 | Time: 2846.04 ms [2022-04-07 04:08:19 main:574] : INFO : Epoch 1613 | loss: 0.0311391 | val_loss: 0.0311623 | Time: 2764.74 ms [2022-04-07 04:08:22 main:574] : INFO : Epoch 1614 | loss: 0.0311377 | val_loss: 0.0311632 | Time: 2777.48 ms [2022-04-07 04:08:24 main:574] : INFO : Epoch 1615 | loss: 0.0311375 | val_loss: 0.0311666 | Time: 2781.07 ms [2022-04-07 04:08:27 main:574] : INFO : Epoch 1616 | loss: 0.0311373 | val_loss: 0.0311649 | Time: 2752.73 ms [2022-04-07 04:08:30 main:574] : INFO : Epoch 1617 | loss: 0.0311371 | val_loss: 0.0311623 | Time: 2799.99 ms [2022-04-07 04:08:33 main:574] : INFO : Epoch 1618 | loss: 0.0311385 | val_loss: 0.0311683 | Time: 2829.73 ms [2022-04-07 04:08:36 main:574] : INFO : Epoch 1619 | loss: 0.0311384 | val_loss: 0.0311634 | Time: 2808.93 ms [2022-04-07 04:08:38 main:574] : INFO : Epoch 1620 | loss: 0.03114 | val_loss: 0.0311644 | Time: 2853.46 ms [2022-04-07 04:08:41 main:574] : INFO : Epoch 1621 | loss: 0.0311404 | val_loss: 0.0311738 | Time: 2772.69 ms [2022-04-07 04:08:44 main:574] : INFO : Epoch 1622 | loss: 0.0311404 | val_loss: 0.0311653 | Time: 2827.86 ms [2022-04-07 04:08:47 main:574] : INFO : Epoch 1623 | loss: 0.0311361 | val_loss: 0.0311681 | Time: 2718.19 ms [2022-04-07 04:08:50 main:574] : INFO : Epoch 1624 | loss: 0.0311372 | val_loss: 0.0311688 | Time: 2802.86 ms [2022-04-07 04:08:52 main:574] : INFO : Epoch 1625 | loss: 0.0311367 | val_loss: 0.0311657 | Time: 2777.63 ms [2022-04-07 04:08:55 main:574] : INFO : Epoch 1626 | loss: 0.0311383 | val_loss: 0.031166 | Time: 2733.44 ms [2022-04-07 04:08:58 main:574] : INFO : Epoch 1627 | loss: 0.0311374 | val_loss: 0.0311662 | Time: 2805.55 ms [2022-04-07 04:09:01 main:574] : INFO : Epoch 1628 | loss: 0.0311346 | val_loss: 0.0311704 | Time: 2883.4 ms [2022-04-07 04:09:04 main:574] : INFO : Epoch 1629 | loss: 0.0311332 | val_loss: 0.0311668 | Time: 2942.32 ms [2022-04-07 04:09:07 main:574] : INFO : Epoch 1630 | loss: 0.0311321 | val_loss: 0.0311668 | Time: 2828.51 ms [2022-04-07 04:09:09 main:574] : INFO : Epoch 1631 | loss: 0.0311365 | val_loss: 0.0311693 | Time: 2739.21 ms [2022-04-07 04:09:12 main:574] : INFO : Epoch 1632 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 2693.42 ms [2022-04-07 04:09:15 main:574] : INFO : Epoch 1633 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 2778.47 ms [2022-04-07 04:09:18 main:574] : INFO : Epoch 1634 | loss: 0.0311428 | val_loss: 0.0311684 | Time: 2808.01 ms [2022-04-07 04:09:20 main:574] : INFO : Epoch 1635 | loss: 0.0311434 | val_loss: 0.031163 | Time: 2706.89 ms [2022-04-07 04:09:23 main:574] : INFO : Epoch 1636 | loss: 0.0311389 | val_loss: 0.0311629 | Time: 2734.01 ms [2022-04-07 04:09:26 main:574] : INFO : Epoch 1637 | loss: 0.031138 | val_loss: 0.031163 | Time: 2835.6 ms [2022-04-07 04:09:29 main:574] : INFO : Epoch 1638 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 2774.53 ms [2022-04-07 04:09:31 main:574] : INFO : Epoch 1639 | loss: 0.0311366 | val_loss: 0.0311655 | Time: 2874.12 ms [2022-04-07 04:09:34 main:574] : INFO : Epoch 1640 | loss: 0.0311364 | val_loss: 0.0311653 | Time: 2767.53 ms [2022-04-07 04:09:37 main:574] : INFO : Epoch 1641 | loss: 0.0311361 | val_loss: 0.0311631 | Time: 2755.59 ms [2022-04-07 04:09:40 main:574] : INFO : Epoch 1642 | loss: 0.0311356 | val_loss: 0.0311632 | Time: 2783.04 ms [2022-04-07 04:09:43 main:574] : INFO : Epoch 1643 | loss: 0.0311406 | val_loss: 0.0311654 | Time: 2777.63 ms [2022-04-07 04:09:45 main:574] : INFO : Epoch 1644 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 2825.6 ms [2022-04-07 04:09:48 main:574] : INFO : Epoch 1645 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 2786.65 ms [2022-04-07 04:09:51 main:574] : INFO : Epoch 1646 | loss: 0.0311417 | val_loss: 0.0311617 | Time: 2798.57 ms [2022-04-07 04:09:54 main:574] : INFO : Epoch 1647 | loss: 0.0311398 | val_loss: 0.0311637 | Time: 2833.72 ms [2022-04-07 04:09:57 main:574] : INFO : Epoch 1648 | loss: 0.0311381 | val_loss: 0.0311617 | Time: 2774.67 ms [2022-04-07 04:09:59 main:574] : INFO : Epoch 1649 | loss: 0.0311379 | val_loss: 0.0311635 | Time: 2792.77 ms [2022-04-07 04:10:02 main:574] : INFO : Epoch 1650 | loss: 0.0311353 | val_loss: 0.0311626 | Time: 2798.95 ms [2022-04-07 04:10:05 main:574] : INFO : Epoch 1651 | loss: 0.0311362 | val_loss: 0.031161 | Time: 2713.35 ms [2022-04-07 04:10:08 main:574] : INFO : Epoch 1652 | loss: 0.0311355 | val_loss: 0.0311599 | Time: 2861.26 ms [2022-04-07 04:10:11 main:574] : INFO : Epoch 1653 | loss: 0.0311347 | val_loss: 0.0311608 | Time: 2802.98 ms [2022-04-07 04:10:13 main:574] : INFO : Epoch 1654 | loss: 0.0311342 | val_loss: 0.0311597 | Time: 2723.59 ms [2022-04-07 04:10:16 main:574] : INFO : Epoch 1655 | loss: 0.0311339 | val_loss: 0.0311607 | Time: 2845.45 ms [2022-04-07 04:10:19 main:574] : INFO : Epoch 1656 | loss: 0.0311322 | val_loss: 0.0311633 | Time: 2834.83 ms [2022-04-07 04:10:22 main:574] : INFO : Epoch 1657 | loss: 0.0311332 | val_loss: 0.0311622 | Time: 2836.94 ms [2022-04-07 04:10:25 main:574] : INFO : Epoch 1658 | loss: 0.0311328 | val_loss: 0.0311606 | Time: 2840.52 ms [2022-04-07 04:10:28 main:574] : INFO : Epoch 1659 | loss: 0.0311333 | val_loss: 0.0311621 | Time: 2815.11 ms [2022-04-07 04:10:30 main:574] : INFO : Epoch 1660 | loss: 0.03113 | val_loss: 0.0311641 | Time: 2694.46 ms [2022-04-07 04:10:33 main:574] : INFO : Epoch 1661 | loss: 0.0311339 | val_loss: 0.031163 | Time: 2813.25 ms [2022-04-07 04:10:36 main:574] : INFO : Epoch 1662 | loss: 0.0311341 | val_loss: 0.0311604 | Time: 2855.52 ms [2022-04-07 04:10:39 main:574] : INFO : Epoch 1663 | loss: 0.0311321 | val_loss: 0.0311658 | Time: 2779.9 ms [2022-04-07 04:10:42 main:574] : INFO : Epoch 1664 | loss: 0.031131 | val_loss: 0.0311657 | Time: 2848.46 ms [2022-04-07 04:10:44 main:574] : INFO : Epoch 1665 | loss: 0.0311316 | val_loss: 0.0311653 | Time: 2820.67 ms [2022-04-07 04:10:47 main:574] : INFO : Epoch 1666 | loss: 0.0311303 | val_loss: 0.0311644 | Time: 2847.48 ms [2022-04-07 04:10:50 main:574] : INFO : Epoch 1667 | loss: 0.0311282 | val_loss: 0.0311633 | Time: 2891.05 ms [2022-04-07 04:10:53 main:574] : INFO : Epoch 1668 | loss: 0.0311269 | val_loss: 0.0311646 | Time: 2898.19 ms [2022-04-07 04:10:56 main:574] : INFO : Epoch 1669 | loss: 0.031127 | val_loss: 0.0311664 | Time: 2768.76 ms [2022-04-07 04:10:59 main:574] : INFO : Epoch 1670 | loss: 0.0311265 | val_loss: 0.0311643 | Time: 2774.78 ms [2022-04-07 04:11:01 main:574] : INFO : Epoch 1671 | loss: 0.0311265 | val_loss: 0.0311659 | Time: 2864.36 ms [2022-04-07 04:11:04 main:574] : INFO : Epoch 1672 | loss: 0.031127 | val_loss: 0.031163 | Time: 2800.52 ms [2022-04-07 04:11:07 main:574] : INFO : Epoch 1673 | loss: 0.0311272 | val_loss: 0.0311691 | Time: 2819.3 ms [2022-04-07 04:11:10 main:574] : INFO : Epoch 1674 | loss: 0.0311312 | val_loss: 0.0311677 | Time: 2801.54 ms [2022-04-07 04:11:13 main:574] : INFO : Epoch 1675 | loss: 0.0311284 | val_loss: 0.0311646 | Time: 2786.41 ms [2022-04-07 04:11:15 main:574] : INFO : Epoch 1676 | loss: 0.0311283 | val_loss: 0.0311632 | Time: 2815.95 ms [2022-04-07 04:11:18 main:574] : INFO : Epoch 1677 | loss: 0.0311282 | val_loss: 0.0311686 | Time: 2757.94 ms [2022-04-07 04:11:21 main:574] : INFO : Epoch 1678 | loss: 0.0311331 | val_loss: 0.0311663 | Time: 2877.49 ms [2022-04-07 04:11:24 main:574] : INFO : Epoch 1679 | loss: 0.0311402 | val_loss: 0.0311663 | Time: 2825.18 ms [2022-04-07 04:11:27 main:574] : INFO : Epoch 1680 | loss: 0.0311398 | val_loss: 0.0311607 | Time: 2917.32 ms [2022-04-07 04:11:30 main:574] : INFO : Epoch 1681 | loss: 0.031139 | val_loss: 0.0311618 | Time: 3133.59 ms [2022-04-07 04:11:33 main:574] : INFO : Epoch 1682 | loss: 0.0311383 | val_loss: 0.0311669 | Time: 3119.92 ms [2022-04-07 04:11:36 main:574] : INFO : Epoch 1683 | loss: 0.0311362 | val_loss: 0.0311671 | Time: 3098.61 ms [2022-04-07 04:11:39 main:574] : INFO : Epoch 1684 | loss: 0.0311332 | val_loss: 0.0311675 | Time: 2952.15 ms [2022-04-07 04:11:42 main:574] : INFO : Epoch 1685 | loss: 0.0311325 | val_loss: 0.0311695 | Time: 3023.69 ms [2022-04-07 04:11:45 main:574] : INFO : Epoch 1686 | loss: 0.0311368 | val_loss: 0.0311677 | Time: 3104.2 ms [2022-04-07 04:11:49 main:574] : INFO : Epoch 1687 | loss: 0.0311389 | val_loss: 0.0311668 | Time: 3748.33 ms [2022-04-07 04:11:52 main:574] : INFO : Epoch 1688 | loss: 0.0311358 | val_loss: 0.0311642 | Time: 3054.57 ms [2022-04-07 04:11:55 main:574] : INFO : Epoch 1689 | loss: 0.0311364 | val_loss: 0.0311641 | Time: 2684.22 ms [2022-04-07 04:11:58 main:574] : INFO : Epoch 1690 | loss: 0.0311398 | val_loss: 0.0311706 | Time: 2839.71 ms [2022-04-07 04:12:01 main:574] : INFO : Epoch 1691 | loss: 0.0330341 | val_loss: 0.0316253 | Time: 2896.04 ms [2022-04-07 04:12:03 main:574] : INFO : Epoch 1692 | loss: 0.0357114 | val_loss: 0.033045 | Time: 2845.57 ms [2022-04-07 04:12:06 main:574] : INFO : Epoch 1693 | loss: 0.0324793 | val_loss: 0.0316716 | Time: 2780.01 ms [2022-04-07 04:12:09 main:574] : INFO : Epoch 1694 | loss: 0.0313761 | val_loss: 0.0312656 | Time: 2725.58 ms [2022-04-07 04:12:12 main:574] : INFO : Epoch 1695 | loss: 0.0312663 | val_loss: 0.0312538 | Time: 2823.07 ms [2022-04-07 04:12:15 main:574] : INFO : Epoch 1696 | loss: 0.0312494 | val_loss: 0.0312454 | Time: 2874.68 ms [2022-04-07 04:12:17 main:574] : INFO : Epoch 1697 | loss: 0.0312441 | val_loss: 0.0312414 | Time: 2821.33 ms [2022-04-07 04:12:20 main:574] : INFO : Epoch 1698 | loss: 0.0312404 | val_loss: 0.0312365 | Time: 2690.03 ms [2022-04-07 04:12:23 main:574] : INFO : Epoch 1699 | loss: 0.0312354 | val_loss: 0.0312303 | Time: 2777.03 ms [2022-04-07 04:12:26 main:574] : INFO : Epoch 1700 | loss: 0.0312288 | val_loss: 0.0312227 | Time: 2791.12 ms [2022-04-07 04:12:29 main:574] : INFO : Epoch 1701 | loss: 0.0312218 | val_loss: 0.0312144 | Time: 2878.5 ms [2022-04-07 04:12:31 main:574] : INFO : Epoch 1702 | loss: 0.0312137 | val_loss: 0.0312057 | Time: 2797.96 ms [2022-04-07 04:12:34 main:574] : INFO : Epoch 1703 | loss: 0.0312035 | val_loss: 0.0311949 | Time: 2726.03 ms [2022-04-07 04:12:37 main:574] : INFO : Epoch 1704 | loss: 0.0311951 | val_loss: 0.03119 | Time: 2785.82 ms [2022-04-07 04:12:40 main:574] : INFO : Epoch 1705 | loss: 0.0311893 | val_loss: 0.031189 | Time: 2807.87 ms [2022-04-07 04:12:43 main:574] : INFO : Epoch 1706 | loss: 0.031186 | val_loss: 0.0311843 | Time: 2847.83 ms [2022-04-07 04:12:45 main:574] : INFO : Epoch 1707 | loss: 0.0311824 | val_loss: 0.031182 | Time: 2777.1 ms [2022-04-07 04:12:48 main:574] : INFO : Epoch 1708 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2822.89 ms [2022-04-07 04:12:51 main:574] : INFO : Epoch 1709 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 2819.75 ms [2022-04-07 04:12:54 main:574] : INFO : Epoch 1710 | loss: 0.0311704 | val_loss: 0.031171 | Time: 2800.48 ms [2022-04-07 04:12:56 main:574] : INFO : Epoch 1711 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 2740.08 ms [2022-04-07 04:12:59 main:574] : INFO : Epoch 1712 | loss: 0.0311599 | val_loss: 0.0311666 | Time: 2752.81 ms [2022-04-07 04:13:02 main:574] : INFO : Epoch 1713 | loss: 0.0311578 | val_loss: 0.0311637 | Time: 2676.16 ms [2022-04-07 04:13:05 main:574] : INFO : Epoch 1714 | loss: 0.0311585 | val_loss: 0.0311621 | Time: 2805.2 ms [2022-04-07 04:13:07 main:574] : INFO : Epoch 1715 | loss: 0.0311582 | val_loss: 0.0311606 | Time: 2714.84 ms [2022-04-07 04:13:10 main:574] : INFO : Epoch 1716 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 2742.4 ms [2022-04-07 04:13:13 main:574] : INFO : Epoch 1717 | loss: 0.0311643 | val_loss: 0.0311655 | Time: 2757.39 ms [2022-04-07 04:13:16 main:574] : INFO : Epoch 1718 | loss: 0.0311605 | val_loss: 0.0311638 | Time: 2865.97 ms [2022-04-07 04:13:19 main:574] : INFO : Epoch 1719 | loss: 0.0311582 | val_loss: 0.0311636 | Time: 2775.01 ms [2022-04-07 04:13:22 main:574] : INFO : Epoch 1720 | loss: 0.0311574 | val_loss: 0.0311657 | Time: 2907.66 ms [2022-04-07 04:13:24 main:574] : INFO : Epoch 1721 | loss: 0.0311553 | val_loss: 0.0311621 | Time: 2792.91 ms [2022-04-07 04:13:27 main:574] : INFO : Epoch 1722 | loss: 0.0311535 | val_loss: 0.0311621 | Time: 2749.91 ms [2022-04-07 04:13:30 main:574] : INFO : Epoch 1723 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 2727.51 ms [2022-04-07 04:13:33 main:574] : INFO : Epoch 1724 | loss: 0.0311519 | val_loss: 0.0311605 | Time: 2823.12 ms [2022-04-07 04:13:35 main:574] : INFO : Epoch 1725 | loss: 0.03115 | val_loss: 0.0311607 | Time: 2805.14 ms [2022-04-07 04:13:38 main:574] : INFO : Epoch 1726 | loss: 0.0311492 | val_loss: 0.0311629 | Time: 2838.1 ms [2022-04-07 04:13:41 main:574] : INFO : Epoch 1727 | loss: 0.0311488 | val_loss: 0.0311577 | Time: 2757.16 ms [2022-04-07 04:13:44 main:574] : INFO : Epoch 1728 | loss: 0.0311495 | val_loss: 0.0311586 | Time: 2858.54 ms [2022-04-07 04:13:47 main:574] : INFO : Epoch 1729 | loss: 0.0311485 | val_loss: 0.0311596 | Time: 2783.56 ms [2022-04-07 04:13:49 main:574] : INFO : Epoch 1730 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 2789.07 ms [2022-04-07 04:13:52 main:574] : INFO : Epoch 1731 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 2826.46 ms [2022-04-07 04:13:55 main:574] : INFO : Epoch 1732 | loss: 0.0311474 | val_loss: 0.0311598 | Time: 2763.27 ms [2022-04-07 04:13:58 main:574] : INFO : Epoch 1733 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 2776.88 ms [2022-04-07 04:14:01 main:574] : INFO : Epoch 1734 | loss: 0.0311467 | val_loss: 0.031162 | Time: 2804.51 ms [2022-04-07 04:14:03 main:574] : INFO : Epoch 1735 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 2792.33 ms [2022-04-07 04:14:06 main:574] : INFO : Epoch 1736 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 2854.34 ms [2022-04-07 04:14:09 main:574] : INFO : Epoch 1737 | loss: 0.0311444 | val_loss: 0.0311577 | Time: 2738.68 ms [2022-04-07 04:14:12 main:574] : INFO : Epoch 1738 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 2800.56 ms [2022-04-07 04:14:15 main:574] : INFO : Epoch 1739 | loss: 0.0311417 | val_loss: 0.0311581 | Time: 2696.11 ms [2022-04-07 04:14:17 main:574] : INFO : Epoch 1740 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 2915.79 ms [2022-04-07 04:14:20 main:574] : INFO : Epoch 1741 | loss: 0.0311415 | val_loss: 0.0311602 | Time: 2679.41 ms [2022-04-07 04:14:23 main:574] : INFO : Epoch 1742 | loss: 0.0311405 | val_loss: 0.0311588 | Time: 2773.47 ms [2022-04-07 04:14:26 main:574] : INFO : Epoch 1743 | loss: 0.0311401 | val_loss: 0.0311603 | Time: 2766.65 ms [2022-04-07 04:14:28 main:574] : INFO : Epoch 1744 | loss: 0.0311408 | val_loss: 0.03116 | Time: 2819.73 ms [2022-04-07 04:14:31 main:574] : INFO : Epoch 1745 | loss: 0.0311414 | val_loss: 0.0311615 | Time: 2772.07 ms [2022-04-07 04:14:34 main:574] : INFO : Epoch 1746 | loss: 0.0311408 | val_loss: 0.0311602 | Time: 2862.58 ms [2022-04-07 04:14:37 main:574] : INFO : Epoch 1747 | loss: 0.0311389 | val_loss: 0.0311599 | Time: 2801.3 ms [2022-04-07 04:14:40 main:574] : INFO : Epoch 1748 | loss: 0.0311399 | val_loss: 0.0311626 | Time: 2784 ms [2022-04-07 04:14:43 main:574] : INFO : Epoch 1749 | loss: 0.0311442 | val_loss: 0.0311611 | Time: 2880.19 ms [2022-04-07 04:14:45 main:574] : INFO : Epoch 1750 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 2824.29 ms [2022-04-07 04:14:48 main:574] : INFO : Epoch 1751 | loss: 0.0311447 | val_loss: 0.0311592 | Time: 2771.76 ms [2022-04-07 04:14:51 main:574] : INFO : Epoch 1752 | loss: 0.0311426 | val_loss: 0.0311576 | Time: 2806.82 ms [2022-04-07 04:14:54 main:574] : INFO : Epoch 1753 | loss: 0.0311413 | val_loss: 0.0311579 | Time: 2797.93 ms [2022-04-07 04:14:57 main:574] : INFO : Epoch 1754 | loss: 0.0311407 | val_loss: 0.0311595 | Time: 2851.99 ms [2022-04-07 04:15:00 main:574] : INFO : Epoch 1755 | loss: 0.0311397 | val_loss: 0.0311583 | Time: 2926.1 ms [2022-04-07 04:15:02 main:574] : INFO : Epoch 1756 | loss: 0.0311392 | val_loss: 0.031159 | Time: 2814.54 ms [2022-04-07 04:15:05 main:574] : INFO : Epoch 1757 | loss: 0.0311395 | val_loss: 0.031159 | Time: 2797.17 ms [2022-04-07 04:15:08 main:574] : INFO : Epoch 1758 | loss: 0.0311393 | val_loss: 0.03116 | Time: 2865.26 ms [2022-04-07 04:15:11 main:574] : INFO : Epoch 1759 | loss: 0.0311385 | val_loss: 0.0311566 | Time: 2940.18 ms [2022-04-07 04:15:14 main:574] : INFO : Epoch 1760 | loss: 0.031138 | val_loss: 0.0311592 | Time: 2783.83 ms [2022-04-07 04:15:17 main:574] : INFO : Epoch 1761 | loss: 0.0311386 | val_loss: 0.0311579 | Time: 2782.3 ms [2022-04-07 04:15:19 main:574] : INFO : Epoch 1762 | loss: 0.0311401 | val_loss: 0.0311636 | Time: 2802.27 ms [2022-04-07 04:15:22 main:574] : INFO : Epoch 1763 | loss: 0.0311498 | val_loss: 0.031162 | Time: 2978.44 ms [2022-04-07 04:15:25 main:574] : INFO : Epoch 1764 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 2948.29 ms [2022-04-07 04:15:28 main:574] : INFO : Epoch 1765 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 2779.57 ms [2022-04-07 04:15:31 main:574] : INFO : Epoch 1766 | loss: 0.0311443 | val_loss: 0.0311581 | Time: 2789.97 ms [2022-04-07 04:15:34 main:574] : INFO : Epoch 1767 | loss: 0.0311421 | val_loss: 0.0311579 | Time: 2906.29 ms [2022-04-07 04:15:37 main:574] : INFO : Epoch 1768 | loss: 0.0311419 | val_loss: 0.0311623 | Time: 2919.7 ms [2022-04-07 04:15:40 main:574] : INFO : Epoch 1769 | loss: 0.0311413 | val_loss: 0.0311617 | Time: 2998.22 ms [2022-04-07 04:15:43 main:574] : INFO : Epoch 1770 | loss: 0.0311415 | val_loss: 0.031164 | Time: 2773.62 ms [2022-04-07 04:15:45 main:574] : INFO : Epoch 1771 | loss: 0.0311452 | val_loss: 0.0311576 | Time: 2747.29 ms [2022-04-07 04:15:48 main:574] : INFO : Epoch 1772 | loss: 0.0311415 | val_loss: 0.0311564 | Time: 2897.44 ms [2022-04-07 04:15:51 main:574] : INFO : Epoch 1773 | loss: 0.0311395 | val_loss: 0.0311592 | Time: 2929.92 ms [2022-04-07 04:15:54 main:574] : INFO : Epoch 1774 | loss: 0.0311383 | val_loss: 0.0311588 | Time: 2872.94 ms [2022-04-07 04:15:57 main:574] : INFO : Epoch 1775 | loss: 0.0311373 | val_loss: 0.031158 | Time: 2797.32 ms [2022-04-07 04:16:00 main:574] : INFO : Epoch 1776 | loss: 0.0311362 | val_loss: 0.0311573 | Time: 2862.09 ms [2022-04-07 04:16:02 main:574] : INFO : Epoch 1777 | loss: 0.0311355 | val_loss: 0.0311578 | Time: 2826.9 ms [2022-04-07 04:16:05 main:574] : INFO : Epoch 1778 | loss: 0.0311351 | val_loss: 0.0311563 | Time: 2949.15 ms [2022-04-07 04:16:08 main:574] : INFO : Epoch 1779 | loss: 0.0311345 | val_loss: 0.0311575 | Time: 2816.74 ms [2022-04-07 04:16:11 main:574] : INFO : Epoch 1780 | loss: 0.0311334 | val_loss: 0.0311599 | Time: 2775.63 ms [2022-04-07 04:16:14 main:574] : INFO : Epoch 1781 | loss: 0.0311343 | val_loss: 0.0311587 | Time: 2893.41 ms [2022-04-07 04:16:17 main:574] : INFO : Epoch 1782 | loss: 0.0311325 | val_loss: 0.0311581 | Time: 2895.16 ms [2022-04-07 04:16:20 main:574] : INFO : Epoch 1783 | loss: 0.0311321 | val_loss: 0.0311593 | Time: 2783.41 ms [2022-04-07 04:16:22 main:574] : INFO : Epoch 1784 | loss: 0.0311321 | val_loss: 0.0311611 | Time: 2771.2 ms [2022-04-07 04:16:25 main:574] : INFO : Epoch 1785 | loss: 0.0311331 | val_loss: 0.0311593 | Time: 2698.46 ms [2022-04-07 04:16:28 main:574] : INFO : Epoch 1786 | loss: 0.0311323 | val_loss: 0.0311612 | Time: 2785.38 ms [2022-04-07 04:16:31 main:574] : INFO : Epoch 1787 | loss: 0.0311322 | val_loss: 0.0311583 | Time: 2746.95 ms [2022-04-07 04:16:33 main:574] : INFO : Epoch 1788 | loss: 0.0311304 | val_loss: 0.0311581 | Time: 2893.78 ms [2022-04-07 04:16:36 main:574] : INFO : Epoch 1789 | loss: 0.0311307 | val_loss: 0.0311578 | Time: 2787.03 ms [2022-04-07 04:16:39 main:574] : INFO : Epoch 1790 | loss: 0.0311321 | val_loss: 0.0311574 | Time: 2848.73 ms [2022-04-07 04:16:42 main:574] : INFO : Epoch 1791 | loss: 0.0311316 | val_loss: 0.0311598 | Time: 2871.79 ms [2022-04-07 04:16:45 main:574] : INFO : Epoch 1792 | loss: 0.0311307 | val_loss: 0.0311589 | Time: 2794.85 ms [2022-04-07 04:16:48 main:574] : INFO : Epoch 1793 | loss: 0.0311303 | val_loss: 0.0311592 | Time: 2822.33 ms [2022-04-07 04:16:50 main:574] : INFO : Epoch 1794 | loss: 0.0311295 | val_loss: 0.0311578 | Time: 2716.1 ms [2022-04-07 04:16:53 main:574] : INFO : Epoch 1795 | loss: 0.0311284 | val_loss: 0.0311602 | Time: 2853.41 ms [2022-04-07 04:16:56 main:574] : INFO : Epoch 1796 | loss: 0.0311327 | val_loss: 0.0311594 | Time: 2831.2 ms [2022-04-07 04:16:59 main:574] : INFO : Epoch 1797 | loss: 0.0311317 | val_loss: 0.0311595 | Time: 2825.04 ms [2022-04-07 04:17:02 main:574] : INFO : Epoch 1798 | loss: 0.0311303 | val_loss: 0.0311603 | Time: 2906.54 ms [2022-04-07 04:17:05 main:574] : INFO : Epoch 1799 | loss: 0.0311324 | val_loss: 0.031158 | Time: 2783.7 ms [2022-04-07 04:17:07 main:574] : INFO : Epoch 1800 | loss: 0.0311334 | val_loss: 0.0311625 | Time: 2850.54 ms [2022-04-07 04:17:10 main:574] : INFO : Epoch 1801 | loss: 0.0311308 | val_loss: 0.0311618 | Time: 2841.63 ms [2022-04-07 04:17:13 main:574] : INFO : Epoch 1802 | loss: 0.0311289 | val_loss: 0.0311575 | Time: 2819.24 ms [2022-04-07 04:17:16 main:574] : INFO : Epoch 1803 | loss: 0.0311315 | val_loss: 0.0311601 | Time: 2787.55 ms [2022-04-07 04:17:19 main:574] : INFO : Epoch 1804 | loss: 0.0311313 | val_loss: 0.0311585 | Time: 2758.81 ms [2022-04-07 04:17:21 main:574] : INFO : Epoch 1805 | loss: 0.03113 | val_loss: 0.0311587 | Time: 2807.88 ms [2022-04-07 04:17:24 main:574] : INFO : Epoch 1806 | loss: 0.0311293 | val_loss: 0.0311596 | Time: 2814.92 ms [2022-04-07 04:17:27 main:574] : INFO : Epoch 1807 | loss: 0.0311289 | val_loss: 0.0311594 | Time: 2923.92 ms [2022-04-07 04:17:30 main:574] : INFO : Epoch 1808 | loss: 0.0311282 | val_loss: 0.0311565 | Time: 2829.01 ms [2022-04-07 04:17:33 main:574] : INFO : Epoch 1809 | loss: 0.0311275 | val_loss: 0.0311623 | Time: 2834.19 ms [2022-04-07 04:17:36 main:574] : INFO : Epoch 1810 | loss: 0.0311281 | val_loss: 0.0311611 | Time: 2840.03 ms [2022-04-07 04:17:39 main:574] : INFO : Epoch 1811 | loss: 0.0311279 | val_loss: 0.0311576 | Time: 2882.13 ms [2022-04-07 04:17:41 main:574] : INFO : Epoch 1812 | loss: 0.0311259 | val_loss: 0.0311637 | Time: 2787.5 ms [2022-04-07 04:17:44 main:574] : INFO : Epoch 1813 | loss: 0.0311263 | val_loss: 0.0311604 | Time: 2720.96 ms [2022-04-07 04:17:47 main:574] : INFO : Epoch 1814 | loss: 0.0311265 | val_loss: 0.0311609 | Time: 2797.75 ms [2022-04-07 04:17:50 main:574] : INFO : Epoch 1815 | loss: 0.0311253 | val_loss: 0.0311599 | Time: 2761.66 ms [2022-04-07 04:17:53 main:574] : INFO : Epoch 1816 | loss: 0.0311248 | val_loss: 0.0311602 | Time: 2911.75 ms [2022-04-07 04:17:55 main:574] : INFO : Epoch 1817 | loss: 0.0311252 | val_loss: 0.0311617 | Time: 2867.07 ms [2022-04-07 04:17:58 main:574] : INFO : Epoch 1818 | loss: 0.0311262 | val_loss: 0.0311593 | Time: 2804.32 ms [2022-04-07 04:18:01 main:574] : INFO : Epoch 1819 | loss: 0.0311235 | val_loss: 0.0311604 | Time: 2821.8 ms [2022-04-07 04:18:04 main:574] : INFO : Epoch 1820 | loss: 0.0311232 | val_loss: 0.0311629 | Time: 2888.96 ms [2022-04-07 04:18:07 main:574] : INFO : Epoch 1821 | loss: 0.0311309 | val_loss: 0.031164 | Time: 2926.87 ms [2022-04-07 04:18:10 main:574] : INFO : Epoch 1822 | loss: 0.0311358 | val_loss: 0.0311627 | Time: 2795.76 ms [2022-04-07 04:18:12 main:574] : INFO : Epoch 1823 | loss: 0.0311334 | val_loss: 0.031165 | Time: 2750.56 ms [2022-04-07 04:18:15 main:574] : INFO : Epoch 1824 | loss: 0.0311338 | val_loss: 0.0311599 | Time: 2777.25 ms [2022-04-07 04:18:18 main:574] : INFO : Epoch 1825 | loss: 0.0311328 | val_loss: 0.0311588 | Time: 2910.97 ms [2022-04-07 04:18:21 main:574] : INFO : Epoch 1826 | loss: 0.0311321 | val_loss: 0.0311654 | Time: 2978.59 ms [2022-04-07 04:18:24 main:574] : INFO : Epoch 1827 | loss: 0.0311318 | val_loss: 0.0311632 | Time: 2868.25 ms [2022-04-07 04:18:27 main:574] : INFO : Epoch 1828 | loss: 0.0311298 | val_loss: 0.0311652 | Time: 2767.19 ms [2022-04-07 04:18:30 main:574] : INFO : Epoch 1829 | loss: 0.0311295 | val_loss: 0.0311616 | Time: 2832.47 ms [2022-04-07 04:18:32 main:574] : INFO : Epoch 1830 | loss: 0.0311295 | val_loss: 0.0311638 | Time: 2859.97 ms [2022-04-07 04:18:35 main:574] : INFO : Epoch 1831 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 2829.18 ms [2022-04-07 04:18:38 main:574] : INFO : Epoch 1832 | loss: 0.0311278 | val_loss: 0.031162 | Time: 2748.47 ms [2022-04-07 04:18:41 main:574] : INFO : Epoch 1833 | loss: 0.031127 | val_loss: 0.0311617 | Time: 2777.55 ms [2022-04-07 04:18:44 main:574] : INFO : Epoch 1834 | loss: 0.0311254 | val_loss: 0.0311625 | Time: 2924.93 ms [2022-04-07 04:18:47 main:574] : INFO : Epoch 1835 | loss: 0.0311276 | val_loss: 0.0311653 | Time: 2891.07 ms [2022-04-07 04:18:50 main:574] : INFO : Epoch 1836 | loss: 0.0311254 | val_loss: 0.031163 | Time: 2932.83 ms [2022-04-07 04:18:52 main:574] : INFO : Epoch 1837 | loss: 0.0311248 | val_loss: 0.0311579 | Time: 2806.5 ms [2022-04-07 04:18:55 main:574] : INFO : Epoch 1838 | loss: 0.0311259 | val_loss: 0.0311628 | Time: 2782.03 ms [2022-04-07 04:18:58 main:574] : INFO : Epoch 1839 | loss: 0.031126 | val_loss: 0.0311644 | Time: 2844.83 ms [2022-04-07 04:19:01 main:574] : INFO : Epoch 1840 | loss: 0.0311259 | val_loss: 0.0311617 | Time: 2857.31 ms [2022-04-07 04:19:04 main:574] : INFO : Epoch 1841 | loss: 0.0311275 | val_loss: 0.0311612 | Time: 2740.86 ms [2022-04-07 04:19:06 main:574] : INFO : Epoch 1842 | loss: 0.0311274 | val_loss: 0.0311623 | Time: 2814.58 ms [2022-04-07 04:19:09 main:574] : INFO : Epoch 1843 | loss: 0.0311259 | val_loss: 0.031165 | Time: 2857.36 ms [2022-04-07 04:19:12 main:574] : INFO : Epoch 1844 | loss: 0.0311253 | val_loss: 0.0311677 | Time: 2877.52 ms [2022-04-07 04:19:15 main:574] : INFO : Epoch 1845 | loss: 0.0311294 | val_loss: 0.0311622 | Time: 2928.07 ms [2022-04-07 04:19:18 main:574] : INFO : Epoch 1846 | loss: 0.0311285 | val_loss: 0.0311592 | Time: 2820.95 ms [2022-04-07 04:19:21 main:574] : INFO : Epoch 1847 | loss: 0.0311304 | val_loss: 0.0311577 | Time: 2788.28 ms [2022-04-07 04:19:24 main:574] : INFO : Epoch 1848 | loss: 0.0311263 | val_loss: 0.0311634 | Time: 2813.47 ms [2022-04-07 04:19:27 main:574] : INFO : Epoch 1849 | loss: 0.0311242 | val_loss: 0.031161 | Time: 2959.39 ms [2022-04-07 04:19:29 main:574] : INFO : Epoch 1850 | loss: 0.0311273 | val_loss: 0.0311657 | Time: 2744.8 ms [2022-04-07 04:19:32 main:574] : INFO : Epoch 1851 | loss: 0.0311299 | val_loss: 0.031163 | Time: 2713.67 ms [2022-04-07 04:19:35 main:574] : INFO : Epoch 1852 | loss: 0.0311276 | val_loss: 0.0311652 | Time: 2772.76 ms [2022-04-07 04:19:38 main:574] : INFO : Epoch 1853 | loss: 0.0311252 | val_loss: 0.0311629 | Time: 2810.76 ms [2022-04-07 04:19:40 main:574] : INFO : Epoch 1854 | loss: 0.0311251 | val_loss: 0.031163 | Time: 2889.64 ms [2022-04-07 04:19:43 main:574] : INFO : Epoch 1855 | loss: 0.0311223 | val_loss: 0.03117 | Time: 2874.43 ms [2022-04-07 04:19:46 main:574] : INFO : Epoch 1856 | loss: 0.0311221 | val_loss: 0.0311667 | Time: 2780.24 ms [2022-04-07 04:19:49 main:574] : INFO : Epoch 1857 | loss: 0.0311213 | val_loss: 0.031162 | Time: 2842.69 ms [2022-04-07 04:19:52 main:574] : INFO : Epoch 1858 | loss: 0.0311201 | val_loss: 0.0311622 | Time: 2873.98 ms [2022-04-07 04:19:55 main:574] : INFO : Epoch 1859 | loss: 0.0311193 | val_loss: 0.0311649 | Time: 2790.01 ms [2022-04-07 04:19:57 main:574] : INFO : Epoch 1860 | loss: 0.0311195 | val_loss: 0.0311683 | Time: 2768.56 ms [2022-04-07 04:20:00 main:574] : INFO : Epoch 1861 | loss: 0.0311201 | val_loss: 0.0311649 | Time: 2733.05 ms [2022-04-07 04:20:03 main:574] : INFO : Epoch 1862 | loss: 0.0311217 | val_loss: 0.0311694 | Time: 2754.37 ms [2022-04-07 04:20:06 main:574] : INFO : Epoch 1863 | loss: 0.0311228 | val_loss: 0.0311608 | Time: 3028.15 ms [2022-04-07 04:20:09 main:574] : INFO : Epoch 1864 | loss: 0.031123 | val_loss: 0.0311656 | Time: 2828.88 ms [2022-04-07 04:20:12 main:574] : INFO : Epoch 1865 | loss: 0.0311221 | val_loss: 0.0311621 | Time: 2842.93 ms [2022-04-07 04:20:14 main:574] : INFO : Epoch 1866 | loss: 0.0311221 | val_loss: 0.0311688 | Time: 2815.74 ms [2022-04-07 04:20:17 main:574] : INFO : Epoch 1867 | loss: 0.0311241 | val_loss: 0.0311669 | Time: 2744.01 ms [2022-04-07 04:20:20 main:574] : INFO : Epoch 1868 | loss: 0.0311222 | val_loss: 0.0311644 | Time: 2878.61 ms [2022-04-07 04:20:23 main:574] : INFO : Epoch 1869 | loss: 0.0311219 | val_loss: 0.0311674 | Time: 2841 ms [2022-04-07 04:20:26 main:574] : INFO : Epoch 1870 | loss: 0.0311217 | val_loss: 0.0311686 | Time: 2757.83 ms [2022-04-07 04:20:28 main:574] : INFO : Epoch 1871 | loss: 0.0311194 | val_loss: 0.031163 | Time: 2841.2 ms [2022-04-07 04:20:31 main:574] : INFO : Epoch 1872 | loss: 0.0311198 | val_loss: 0.0311664 | Time: 2860.35 ms [2022-04-07 04:20:34 main:574] : INFO : Epoch 1873 | loss: 0.0311207 | val_loss: 0.0311705 | Time: 2940.78 ms [2022-04-07 04:20:37 main:574] : INFO : Epoch 1874 | loss: 0.0311236 | val_loss: 0.0311667 | Time: 2911.18 ms [2022-04-07 04:20:40 main:574] : INFO : Epoch 1875 | loss: 0.0311231 | val_loss: 0.031164 | Time: 2896.53 ms [2022-04-07 04:20:43 main:574] : INFO : Epoch 1876 | loss: 0.0311264 | val_loss: 0.0311689 | Time: 2756.23 ms [2022-04-07 04:20:46 main:574] : INFO : Epoch 1877 | loss: 0.0311254 | val_loss: 0.0311623 | Time: 2911.92 ms [2022-04-07 04:20:49 main:574] : INFO : Epoch 1878 | loss: 0.0311227 | val_loss: 0.0311637 | Time: 2878.51 ms [2022-04-07 04:20:51 main:574] : INFO : Epoch 1879 | loss: 0.0311207 | val_loss: 0.0311634 | Time: 2739.28 ms [2022-04-07 04:20:54 main:574] : INFO : Epoch 1880 | loss: 0.0311228 | val_loss: 0.0311611 | Time: 2760.34 ms [2022-04-07 04:20:57 main:574] : INFO : Epoch 1881 | loss: 0.0311211 | val_loss: 0.0311593 | Time: 2826.84 ms [2022-04-07 04:21:00 main:574] : INFO : Epoch 1882 | loss: 0.0311254 | val_loss: 0.0311609 | Time: 2950.54 ms [2022-04-07 04:21:03 main:574] : INFO : Epoch 1883 | loss: 0.0311239 | val_loss: 0.0311659 | Time: 2875.25 ms [2022-04-07 04:21:06 main:574] : INFO : Epoch 1884 | loss: 0.0311206 | val_loss: 0.0311657 | Time: 2846.02 ms [2022-04-07 04:21:08 main:574] : INFO : Epoch 1885 | loss: 0.0311198 | val_loss: 0.0311647 | Time: 2797.45 ms [2022-04-07 04:21:11 main:574] : INFO : Epoch 1886 | loss: 0.0311195 | val_loss: 0.031166 | Time: 2926.3 ms [2022-04-07 04:21:14 main:574] : INFO : Epoch 1887 | loss: 0.0311201 | val_loss: 0.031165 | Time: 2885.07 ms [2022-04-07 04:21:17 main:574] : INFO : Epoch 1888 | loss: 0.0311212 | val_loss: 0.0311585 | Time: 2754.87 ms [2022-04-07 04:21:20 main:574] : INFO : Epoch 1889 | loss: 0.031122 | val_loss: 0.0311654 | Time: 2674.23 ms [2022-04-07 04:21:23 main:574] : INFO : Epoch 1890 | loss: 0.0311223 | val_loss: 0.0311595 | Time: 2811.72 ms [2022-04-07 04:21:25 main:574] : INFO : Epoch 1891 | loss: 0.0311234 | val_loss: 0.0311593 | Time: 2904.88 ms [2022-04-07 04:21:28 main:574] : INFO : Epoch 1892 | loss: 0.0311194 | val_loss: 0.0311638 | Time: 2849.11 ms [2022-04-07 04:21:31 main:574] : INFO : Epoch 1893 | loss: 0.0311195 | val_loss: 0.031169 | Time: 2937.15 ms [2022-04-07 04:21:34 main:574] : INFO : Epoch 1894 | loss: 0.0311234 | val_loss: 0.0311699 | Time: 2781.24 ms [2022-04-07 04:21:37 main:574] : INFO : Epoch 1895 | loss: 0.031122 | val_loss: 0.0311582 | Time: 2872.62 ms [2022-04-07 04:21:40 main:574] : INFO : Epoch 1896 | loss: 0.0311188 | val_loss: 0.03116 | Time: 2848.2 ms [2022-04-07 04:21:43 main:574] : INFO : Epoch 1897 | loss: 0.0311214 | val_loss: 0.0311605 | Time: 2767.85 ms [2022-04-07 04:21:45 main:574] : INFO : Epoch 1898 | loss: 0.0311214 | val_loss: 0.0311607 | Time: 2770 ms [2022-04-07 04:21:48 main:574] : INFO : Epoch 1899 | loss: 0.0311217 | val_loss: 0.0311625 | Time: 2802.45 ms [2022-04-07 04:21:51 main:574] : INFO : Epoch 1900 | loss: 0.0311219 | val_loss: 0.0311575 | Time: 2807.27 ms [2022-04-07 04:21:54 main:574] : INFO : Epoch 1901 | loss: 0.0311202 | val_loss: 0.0311582 | Time: 2946.71 ms [2022-04-07 04:21:57 main:574] : INFO : Epoch 1902 | loss: 0.0311239 | val_loss: 0.0311615 | Time: 2817.79 ms [2022-04-07 04:21:59 main:574] : INFO : Epoch 1903 | loss: 0.0311235 | val_loss: 0.0311547 | Time: 2776.63 ms [2022-04-07 04:22:02 main:574] : INFO : Epoch 1904 | loss: 0.0311218 | val_loss: 0.031162 | Time: 2830.88 ms [2022-04-07 04:22:05 main:574] : INFO : Epoch 1905 | loss: 0.0311239 | val_loss: 0.0311647 | Time: 2780.17 ms [2022-04-07 04:22:08 main:574] : INFO : Epoch 1906 | loss: 0.0311223 | val_loss: 0.0311599 | Time: 2865.16 ms [2022-04-07 04:22:11 main:574] : INFO : Epoch 1907 | loss: 0.0311297 | val_loss: 0.0311593 | Time: 2730.2 ms [2022-04-07 04:22:13 main:574] : INFO : Epoch 1908 | loss: 0.0311315 | val_loss: 0.031162 | Time: 2685.73 ms [2022-04-07 04:22:16 main:574] : INFO : Epoch 1909 | loss: 0.0311335 | val_loss: 0.0311593 | Time: 2964.36 ms [2022-04-07 04:22:19 main:574] : INFO : Epoch 1910 | loss: 0.0311321 | val_loss: 0.0311586 | Time: 2842.69 ms [2022-04-07 04:22:22 main:574] : INFO : Epoch 1911 | loss: 0.0311321 | val_loss: 0.0311621 | Time: 2831.97 ms [2022-04-07 04:22:25 main:574] : INFO : Epoch 1912 | loss: 0.0311302 | val_loss: 0.0311577 | Time: 2858.01 ms [2022-04-07 04:22:28 main:574] : INFO : Epoch 1913 | loss: 0.0311295 | val_loss: 0.0311557 | Time: 2796.39 ms [2022-04-07 04:22:30 main:574] : INFO : Epoch 1914 | loss: 0.0311291 | val_loss: 0.0311549 | Time: 2826.32 ms [2022-04-07 04:22:33 main:574] : INFO : Epoch 1915 | loss: 0.0311293 | val_loss: 0.0311537 | Time: 2919.68 ms [2022-04-07 04:22:36 main:574] : INFO : Epoch 1916 | loss: 0.0311306 | val_loss: 0.031158 | Time: 2781.39 ms [2022-04-07 04:22:39 main:574] : INFO : Epoch 1917 | loss: 0.0311349 | val_loss: 0.0311573 | Time: 2723.6 ms [2022-04-07 04:22:42 main:574] : INFO : Epoch 1918 | loss: 0.0311422 | val_loss: 0.0311609 | Time: 2829.55 ms [2022-04-07 04:22:45 main:574] : INFO : Epoch 1919 | loss: 0.0311392 | val_loss: 0.0311581 | Time: 2910.54 ms [2022-04-07 04:22:48 main:574] : INFO : Epoch 1920 | loss: 0.0311358 | val_loss: 0.0311596 | Time: 2879.66 ms [2022-04-07 04:22:50 main:574] : INFO : Epoch 1921 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 2905.83 ms [2022-04-07 04:22:53 main:574] : INFO : Epoch 1922 | loss: 0.031136 | val_loss: 0.0311594 | Time: 2878.82 ms [2022-04-07 04:22:56 main:574] : INFO : Epoch 1923 | loss: 0.0311319 | val_loss: 0.0311583 | Time: 2830.76 ms [2022-04-07 04:22:59 main:574] : INFO : Epoch 1924 | loss: 0.0311297 | val_loss: 0.0311586 | Time: 2868.15 ms [2022-04-07 04:23:02 main:574] : INFO : Epoch 1925 | loss: 0.031131 | val_loss: 0.0311578 | Time: 2864.01 ms [2022-04-07 04:23:05 main:574] : INFO : Epoch 1926 | loss: 0.0311321 | val_loss: 0.0311553 | Time: 2753.27 ms [2022-04-07 04:23:07 main:574] : INFO : Epoch 1927 | loss: 0.0311273 | val_loss: 0.0311543 | Time: 2729.09 ms [2022-04-07 04:23:10 main:574] : INFO : Epoch 1928 | loss: 0.0311294 | val_loss: 0.0311528 | Time: 2843.79 ms [2022-04-07 04:23:13 main:574] : INFO : Epoch 1929 | loss: 0.0311289 | val_loss: 0.0311542 | Time: 2885.42 ms [2022-04-07 04:23:16 main:574] : INFO : Epoch 1930 | loss: 0.0311278 | val_loss: 0.0311596 | Time: 2813.25 ms [2022-04-07 04:23:19 main:574] : INFO : Epoch 1931 | loss: 0.0311278 | val_loss: 0.0311562 | Time: 2908.25 ms [2022-04-07 04:23:22 main:574] : INFO : Epoch 1932 | loss: 0.0311255 | val_loss: 0.031153 | Time: 2829.13 ms [2022-04-07 04:23:25 main:574] : INFO : Epoch 1933 | loss: 0.0311259 | val_loss: 0.0311573 | Time: 2862.63 ms [2022-04-07 04:23:27 main:574] : INFO : Epoch 1934 | loss: 0.0311258 | val_loss: 0.031156 | Time: 2859 ms [2022-04-07 04:23:30 main:574] : INFO : Epoch 1935 | loss: 0.0311272 | val_loss: 0.0311579 | Time: 2723.65 ms [2022-04-07 04:23:33 main:574] : INFO : Epoch 1936 | loss: 0.0311317 | val_loss: 0.0311598 | Time: 2752.91 ms [2022-04-07 04:23:36 main:574] : INFO : Epoch 1937 | loss: 0.0311271 | val_loss: 0.031161 | Time: 2825.25 ms [2022-04-07 04:23:39 main:574] : INFO : Epoch 1938 | loss: 0.0311251 | val_loss: 0.03116 | Time: 2887.89 ms [2022-04-07 04:23:41 main:574] : INFO : Epoch 1939 | loss: 0.0311245 | val_loss: 0.0311593 | Time: 2899.43 ms [2022-04-07 04:23:44 main:574] : INFO : Epoch 1940 | loss: 0.0311229 | val_loss: 0.0311592 | Time: 2827.48 ms [2022-04-07 04:23:47 main:574] : INFO : Epoch 1941 | loss: 0.0311213 | val_loss: 0.03116 | Time: 2872.79 ms [2022-04-07 04:23:50 main:574] : INFO : Epoch 1942 | loss: 0.0311221 | val_loss: 0.0311648 | Time: 2913.66 ms [2022-04-07 04:23:53 main:574] : INFO : Epoch 1943 | loss: 0.0311242 | val_loss: 0.0311608 | Time: 2872.86 ms [2022-04-07 04:23:56 main:574] : INFO : Epoch 1944 | loss: 0.0311252 | val_loss: 0.0311613 | Time: 2710.7 ms [2022-04-07 04:23:58 main:574] : INFO : Epoch 1945 | loss: 0.0311282 | val_loss: 0.0311605 | Time: 2736.86 ms [2022-04-07 04:24:01 main:574] : INFO : Epoch 1946 | loss: 0.0311263 | val_loss: 0.031158 | Time: 2734.25 ms [2022-04-07 04:24:04 main:574] : INFO : Epoch 1947 | loss: 0.0311241 | val_loss: 0.0311627 | Time: 2880.84 ms [2022-04-07 04:24:07 main:574] : INFO : Epoch 1948 | loss: 0.0311221 | val_loss: 0.0311585 | Time: 2855.43 ms [2022-04-07 04:24:10 main:574] : INFO : Epoch 1949 | loss: 0.0311206 | val_loss: 0.0311599 | Time: 2868.46 ms [2022-04-07 04:24:13 main:574] : INFO : Epoch 1950 | loss: 0.03112 | val_loss: 0.0311595 | Time: 2992.82 ms [2022-04-07 04:24:16 main:574] : INFO : Epoch 1951 | loss: 0.0311196 | val_loss: 0.0311615 | Time: 2899.54 ms [2022-04-07 04:24:19 main:574] : INFO : Epoch 1952 | loss: 0.0311203 | val_loss: 0.0311579 | Time: 2851.46 ms [2022-04-07 04:24:21 main:574] : INFO : Epoch 1953 | loss: 0.0311207 | val_loss: 0.0311602 | Time: 2894.53 ms [2022-04-07 04:24:24 main:574] : INFO : Epoch 1954 | loss: 0.0311205 | val_loss: 0.031159 | Time: 2775.46 ms [2022-04-07 04:24:27 main:574] : INFO : Epoch 1955 | loss: 0.0311211 | val_loss: 0.0311633 | Time: 2795.06 ms [2022-04-07 04:24:30 main:574] : INFO : Epoch 1956 | loss: 0.0311186 | val_loss: 0.0311601 | Time: 2873.8 ms [2022-04-07 04:24:33 main:574] : INFO : Epoch 1957 | loss: 0.0311217 | val_loss: 0.0311571 | Time: 2856.11 ms [2022-04-07 04:24:36 main:574] : INFO : Epoch 1958 | loss: 0.0311265 | val_loss: 0.0311604 | Time: 2803.48 ms [2022-04-07 04:24:38 main:574] : INFO : Epoch 1959 | loss: 0.0311222 | val_loss: 0.0311668 | Time: 2835.48 ms [2022-04-07 04:24:41 main:574] : INFO : Epoch 1960 | loss: 0.0311214 | val_loss: 0.0311661 | Time: 2918 ms [2022-04-07 04:24:44 main:574] : INFO : Epoch 1961 | loss: 0.0311198 | val_loss: 0.0311619 | Time: 2876.47 ms [2022-04-07 04:24:47 main:574] : INFO : Epoch 1962 | loss: 0.0311204 | val_loss: 0.0311622 | Time: 2799.62 ms [2022-04-07 04:24:50 main:574] : INFO : Epoch 1963 | loss: 0.0311186 | val_loss: 0.0311612 | Time: 2827.56 ms [2022-04-07 04:24:53 main:574] : INFO : Epoch 1964 | loss: 0.0311222 | val_loss: 0.031161 | Time: 2747.58 ms [2022-04-07 04:24:55 main:574] : INFO : Epoch 1965 | loss: 0.031121 | val_loss: 0.0311638 | Time: 2784.93 ms [2022-04-07 04:24:58 main:574] : INFO : Epoch 1966 | loss: 0.0311242 | val_loss: 0.0311622 | Time: 2827.14 ms [2022-04-07 04:25:01 main:574] : INFO : Epoch 1967 | loss: 0.0311322 | val_loss: 0.0311553 | Time: 2827.7 ms [2022-04-07 04:25:04 main:574] : INFO : Epoch 1968 | loss: 0.0311242 | val_loss: 0.0311641 | Time: 2852.15 ms [2022-04-07 04:25:07 main:574] : INFO : Epoch 1969 | loss: 0.0311233 | val_loss: 0.0311571 | Time: 2915.36 ms [2022-04-07 04:25:10 main:574] : INFO : Epoch 1970 | loss: 0.031124 | val_loss: 0.0311593 | Time: 2946.9 ms [2022-04-07 04:25:13 main:574] : INFO : Epoch 1971 | loss: 0.0311285 | val_loss: 0.031161 | Time: 2873.45 ms [2022-04-07 04:25:15 main:574] : INFO : Epoch 1972 | loss: 0.0311271 | val_loss: 0.0311554 | Time: 2831.5 ms [2022-04-07 04:25:18 main:574] : INFO : Epoch 1973 | loss: 0.0311268 | val_loss: 0.0311571 | Time: 2710.85 ms [2022-04-07 04:25:21 main:574] : INFO : Epoch 1974 | loss: 0.0311294 | val_loss: 0.0311552 | Time: 2782.36 ms [2022-04-07 04:25:24 main:574] : INFO : Epoch 1975 | loss: 0.031136 | val_loss: 0.0311638 | Time: 2746.66 ms [2022-04-07 04:25:27 main:574] : INFO : Epoch 1976 | loss: 0.0311537 | val_loss: 0.0311607 | Time: 2848.78 ms [2022-04-07 04:25:29 main:574] : INFO : Epoch 1977 | loss: 0.0311518 | val_loss: 0.0311624 | Time: 2872.34 ms [2022-04-07 04:25:32 main:574] : INFO : Epoch 1978 | loss: 0.0311496 | val_loss: 0.0311607 | Time: 2842.44 ms [2022-04-07 04:25:35 main:574] : INFO : Epoch 1979 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 2829.39 ms [2022-04-07 04:25:38 main:574] : INFO : Epoch 1980 | loss: 0.0311456 | val_loss: 0.0311602 | Time: 3004.92 ms [2022-04-07 04:25:41 main:574] : INFO : Epoch 1981 | loss: 0.0311412 | val_loss: 0.0311593 | Time: 2907.07 ms [2022-04-07 04:25:44 main:574] : INFO : Epoch 1982 | loss: 0.0311385 | val_loss: 0.0311585 | Time: 2746.74 ms [2022-04-07 04:25:46 main:574] : INFO : Epoch 1983 | loss: 0.0311373 | val_loss: 0.0311574 | Time: 2674.03 ms [2022-04-07 04:25:49 main:574] : INFO : Epoch 1984 | loss: 0.0311348 | val_loss: 0.0311545 | Time: 2733.99 ms [2022-04-07 04:25:52 main:574] : INFO : Epoch 1985 | loss: 0.0311338 | val_loss: 0.0311601 | Time: 2875.88 ms [2022-04-07 04:25:55 main:574] : INFO : Epoch 1986 | loss: 0.0311337 | val_loss: 0.0311558 | Time: 2871.04 ms [2022-04-07 04:25:58 main:574] : INFO : Epoch 1987 | loss: 0.0311332 | val_loss: 0.031159 | Time: 2808.35 ms [2022-04-07 04:26:01 main:574] : INFO : Epoch 1988 | loss: 0.0311321 | val_loss: 0.0311587 | Time: 2904.24 ms [2022-04-07 04:26:03 main:574] : INFO : Epoch 1989 | loss: 0.0311316 | val_loss: 0.0311602 | Time: 2817.58 ms [2022-04-07 04:26:06 main:574] : INFO : Epoch 1990 | loss: 0.0311349 | val_loss: 0.0311647 | Time: 2808.49 ms [2022-04-07 04:26:09 main:574] : INFO : Epoch 1991 | loss: 0.0311306 | val_loss: 0.0311596 | Time: 2856.83 ms [2022-04-07 04:26:12 main:574] : INFO : Epoch 1992 | loss: 0.0311289 | val_loss: 0.0311602 | Time: 2725.92 ms [2022-04-07 04:26:15 main:574] : INFO : Epoch 1993 | loss: 0.031128 | val_loss: 0.0311576 | Time: 2692.65 ms [2022-04-07 04:26:17 main:574] : INFO : Epoch 1994 | loss: 0.0311262 | val_loss: 0.0311587 | Time: 2812.49 ms [2022-04-07 04:26:20 main:574] : INFO : Epoch 1995 | loss: 0.0311259 | val_loss: 0.0311575 | Time: 2929.7 ms [2022-04-07 04:26:23 main:574] : INFO : Epoch 1996 | loss: 0.0311296 | val_loss: 0.0311612 | Time: 2846.29 ms [2022-04-07 04:26:26 main:574] : INFO : Epoch 1997 | loss: 0.0311322 | val_loss: 0.0311593 | Time: 2926.37 ms [2022-04-07 04:26:29 main:574] : INFO : Epoch 1998 | loss: 0.0311316 | val_loss: 0.031159 | Time: 2912.7 ms [2022-04-07 04:26:32 main:574] : INFO : Epoch 1999 | loss: 0.031131 | val_loss: 0.0311593 | Time: 2822.21 ms [2022-04-07 04:26:35 main:574] : INFO : Epoch 2000 | loss: 0.031129 | val_loss: 0.0311568 | Time: 2846.45 ms [2022-04-07 04:26:38 main:574] : INFO : Epoch 2001 | loss: 0.0311288 | val_loss: 0.0311512 | Time: 2881 ms [2022-04-07 04:26:40 main:574] : INFO : Epoch 2002 | loss: 0.0311274 | val_loss: 0.0311566 | Time: 2723.47 ms [2022-04-07 04:26:43 main:574] : INFO : Epoch 2003 | loss: 0.031126 | val_loss: 0.0311513 | Time: 2718 ms [2022-04-07 04:26:46 main:574] : INFO : Epoch 2004 | loss: 0.0311227 | val_loss: 0.0311545 | Time: 2784.45 ms [2022-04-07 04:26:49 main:574] : INFO : Epoch 2005 | loss: 0.031121 | val_loss: 0.031152 | Time: 2806.57 ms [2022-04-07 04:26:52 main:574] : INFO : Epoch 2006 | loss: 0.031121 | val_loss: 0.031156 | Time: 2916.63 ms [2022-04-07 04:26:54 main:574] : INFO : Epoch 2007 | loss: 0.0311206 | val_loss: 0.0311553 | Time: 2896.36 ms [2022-04-07 04:26:57 main:574] : INFO : Epoch 2008 | loss: 0.0311204 | val_loss: 0.0311564 | Time: 2827.05 ms [2022-04-07 04:27:00 main:574] : INFO : Epoch 2009 | loss: 0.0311191 | val_loss: 0.0311559 | Time: 2961.17 ms [2022-04-07 04:27:03 main:574] : INFO : Epoch 2010 | loss: 0.0311249 | val_loss: 0.0311542 | Time: 2868.85 ms [2022-04-07 04:27:06 main:574] : INFO : Epoch 2011 | loss: 0.0311281 | val_loss: 0.0311594 | Time: 2753.09 ms [2022-04-07 04:27:09 main:574] : INFO : Epoch 2012 | loss: 0.031133 | val_loss: 0.0311608 | Time: 2773.52 ms [2022-04-07 04:27:11 main:574] : INFO : Epoch 2013 | loss: 0.0311293 | val_loss: 0.0311551 | Time: 2808.72 ms [2022-04-07 04:27:14 main:574] : INFO : Epoch 2014 | loss: 0.0311259 | val_loss: 0.0311553 | Time: 2833.64 ms [2022-04-07 04:27:17 main:574] : INFO : Epoch 2015 | loss: 0.031125 | val_loss: 0.0311533 | Time: 2912.86 ms [2022-04-07 04:27:20 main:574] : INFO : Epoch 2016 | loss: 0.0311241 | val_loss: 0.0311575 | Time: 2912.69 ms [2022-04-07 04:27:23 main:574] : INFO : Epoch 2017 | loss: 0.0311256 | val_loss: 0.0311585 | Time: 2905.96 ms [2022-04-07 04:27:26 main:574] : INFO : Epoch 2018 | loss: 0.0311242 | val_loss: 0.0311557 | Time: 2866.07 ms [2022-04-07 04:27:29 main:574] : INFO : Epoch 2019 | loss: 0.0311226 | val_loss: 0.0311528 | Time: 2878.35 ms [2022-04-07 04:27:32 main:574] : INFO : Epoch 2020 | loss: 0.0311208 | val_loss: 0.0311591 | Time: 2947.48 ms [2022-04-07 04:27:34 main:574] : INFO : Epoch 2021 | loss: 0.0311216 | val_loss: 0.0311561 | Time: 2736.39 ms [2022-04-07 04:27:37 main:574] : INFO : Epoch 2022 | loss: 0.031118 | val_loss: 0.0311575 | Time: 2770.16 ms [2022-04-07 04:27:40 main:574] : INFO : Epoch 2023 | loss: 0.0311196 | val_loss: 0.0311544 | Time: 2724.37 ms [2022-04-07 04:27:43 main:574] : INFO : Epoch 2024 | loss: 0.0311201 | val_loss: 0.0311595 | Time: 2878.31 ms [2022-04-07 04:27:46 main:574] : INFO : Epoch 2025 | loss: 0.0311193 | val_loss: 0.0311532 | Time: 3003.39 ms [2022-04-07 04:27:49 main:574] : INFO : Epoch 2026 | loss: 0.0311171 | val_loss: 0.0311562 | Time: 2907.75 ms [2022-04-07 04:27:52 main:574] : INFO : Epoch 2027 | loss: 0.0311175 | val_loss: 0.0311582 | Time: 2829.1 ms [2022-04-07 04:27:54 main:574] : INFO : Epoch 2028 | loss: 0.031116 | val_loss: 0.0311532 | Time: 2853.5 ms [2022-04-07 04:27:57 main:574] : INFO : Epoch 2029 | loss: 0.0311154 | val_loss: 0.0311561 | Time: 2903.27 ms [2022-04-07 04:28:00 main:574] : INFO : Epoch 2030 | loss: 0.0311185 | val_loss: 0.0311609 | Time: 2789.12 ms [2022-04-07 04:28:03 main:574] : INFO : Epoch 2031 | loss: 0.0311174 | val_loss: 0.0311588 | Time: 2729.45 ms [2022-04-07 04:28:06 main:574] : INFO : Epoch 2032 | loss: 0.0311172 | val_loss: 0.0311571 | Time: 2708.69 ms [2022-04-07 04:28:08 main:574] : INFO : Epoch 2033 | loss: 0.0311199 | val_loss: 0.031156 | Time: 2592.38 ms [2022-04-07 04:28:11 main:574] : INFO : Epoch 2034 | loss: 0.0311229 | val_loss: 0.0311592 | Time: 2448.44 ms [2022-04-07 04:28:13 main:574] : INFO : Epoch 2035 | loss: 0.0311254 | val_loss: 0.031155 | Time: 2402.59 ms [2022-04-07 04:28:15 main:574] : INFO : Epoch 2036 | loss: 0.0311221 | val_loss: 0.0311538 | Time: 2431.04 ms [2022-04-07 04:28:18 main:574] : INFO : Epoch 2037 | loss: 0.0311193 | val_loss: 0.0311525 | Time: 2435.89 ms [2022-04-07 04:28:20 main:574] : INFO : Epoch 2038 | loss: 0.0311188 | val_loss: 0.0311552 | Time: 2412.35 ms [2022-04-07 04:28:23 main:574] : INFO : Epoch 2039 | loss: 0.0311192 | val_loss: 0.031155 | Time: 2418.81 ms [2022-04-07 04:28:25 main:574] : INFO : Epoch 2040 | loss: 0.031118 | val_loss: 0.031151 | Time: 2420.36 ms [2022-04-07 04:28:27 main:574] : INFO : Epoch 2041 | loss: 0.0311165 | val_loss: 0.0311543 | Time: 2358.59 ms [2022-04-07 04:28:30 main:574] : INFO : Epoch 2042 | loss: 0.0311179 | val_loss: 0.03116 | Time: 2388.57 ms [2022-04-07 04:28:32 main:574] : INFO : Epoch 2043 | loss: 0.0311156 | val_loss: 0.0311565 | Time: 2422.95 ms [2022-04-07 04:28:35 main:574] : INFO : Epoch 2044 | loss: 0.0311278 | val_loss: 0.0311571 | Time: 2532.43 ms [2022-04-07 04:28:37 main:574] : INFO : Epoch 2045 | loss: 0.0311298 | val_loss: 0.0311561 | Time: 2534.61 ms [2022-04-07 04:28:40 main:574] : INFO : Epoch 2046 | loss: 0.0311266 | val_loss: 0.031162 | Time: 2454.56 ms [2022-04-07 04:28:42 main:574] : INFO : Epoch 2047 | loss: 0.0311262 | val_loss: 0.0311782 | Time: 2413.62 ms [2022-04-07 04:28:45 main:574] : INFO : Epoch 2048 | loss: 0.0311281 | val_loss: 0.031159 | Time: 2410.08 ms [2022-04-07 04:28:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031159 [2022-04-07 04:28:45 main:603] : INFO : Saving end state to config to file [2022-04-07 04:28:45 main:608] : INFO : Success, exiting.. 04:28:45 (10764): 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)