Task 3317692
| Name | ParityModified-1608176423-18287-0_0 |
| Workunit | 1584625 |
| Created | 17 Dec 2020, 3:40:25 UTC |
| Sent | 17 Dec 2020, 22:37:11 UTC |
| Report deadline | 25 Dec 2020, 22:37:11 UTC |
| Received | 18 Dec 2020, 1:52:00 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 14 sec |
| CPU time | 1 hours 36 min 9 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 1538 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 2815.22 ms [2020-12-17 17:01:33 main:581] : INFO : Epoch 1539 | loss: 0.0311501 | val_loss: 0.0311723 | Time: 2809.27 ms [2020-12-17 17:01:36 main:581] : INFO : Epoch 1540 | loss: 0.0311521 | val_loss: 0.0311675 | Time: 2818.09 ms [2020-12-17 17:01:39 main:581] : INFO : Epoch 1541 | loss: 0.0311485 | val_loss: 0.0311666 | Time: 2816.86 ms [2020-12-17 17:01:41 main:581] : INFO : Epoch 1542 | loss: 0.0311479 | val_loss: 0.0311754 | Time: 2815.42 ms [2020-12-17 17:01:44 main:581] : INFO : Epoch 1543 | loss: 0.0311507 | val_loss: 0.0311697 | Time: 2817.15 ms [2020-12-17 17:01:47 main:581] : INFO : Epoch 1544 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 2840.39 ms [2020-12-17 17:01:50 main:581] : INFO : Epoch 1545 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 2817.65 ms [2020-12-17 17:01:53 main:581] : INFO : Epoch 1546 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 2805.87 ms [2020-12-17 17:01:56 main:581] : INFO : Epoch 1547 | loss: 0.0311521 | val_loss: 0.0311803 | Time: 2818.48 ms [2020-12-17 17:01:58 main:581] : INFO : Epoch 1548 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 2813.62 ms [2020-12-17 17:02:01 main:581] : INFO : Epoch 1549 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 2832.81 ms [2020-12-17 17:02:04 main:581] : INFO : Epoch 1550 | loss: 0.0311482 | val_loss: 0.0311665 | Time: 2813.92 ms [2020-12-17 17:02:07 main:581] : INFO : Epoch 1551 | loss: 0.0311479 | val_loss: 0.031172 | Time: 2818.48 ms [2020-12-17 17:02:10 main:581] : INFO : Epoch 1552 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 2809.86 ms [2020-12-17 17:02:12 main:581] : INFO : Epoch 1553 | loss: 0.0311497 | val_loss: 0.0311716 | Time: 2817.98 ms [2020-12-17 17:02:15 main:581] : INFO : Epoch 1554 | loss: 0.0311497 | val_loss: 0.0311706 | Time: 2814.01 ms [2020-12-17 17:02:18 main:581] : INFO : Epoch 1555 | loss: 0.031149 | val_loss: 0.0311662 | Time: 2831.76 ms [2020-12-17 17:02:21 main:581] : INFO : Epoch 1556 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 2814.84 ms [2020-12-17 17:02:24 main:581] : INFO : Epoch 1557 | loss: 0.0311469 | val_loss: 0.0311667 | Time: 2812.77 ms [2020-12-17 17:02:27 main:581] : INFO : Epoch 1558 | loss: 0.0311479 | val_loss: 0.0311703 | Time: 2817.56 ms [2020-12-17 17:02:29 main:581] : INFO : Epoch 1559 | loss: 0.0311452 | val_loss: 0.0311673 | Time: 2819.15 ms [2020-12-17 17:02:32 main:581] : INFO : Epoch 1560 | loss: 0.0311441 | val_loss: 0.0311689 | Time: 2816.19 ms [2020-12-17 17:02:35 main:581] : INFO : Epoch 1561 | loss: 0.0311451 | val_loss: 0.0311685 | Time: 2816.56 ms [2020-12-17 17:02:38 main:581] : INFO : Epoch 1562 | loss: 0.0311444 | val_loss: 0.0311702 | Time: 2819.07 ms [2020-12-17 17:02:41 main:581] : INFO : Epoch 1563 | loss: 0.0311507 | val_loss: 0.0311752 | Time: 2817.3 ms [2020-12-17 17:02:43 main:581] : INFO : Epoch 1564 | loss: 0.031149 | val_loss: 0.0311664 | Time: 2815.62 ms [2020-12-17 17:02:46 main:581] : INFO : Epoch 1565 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 2818.06 ms [2020-12-17 17:02:49 main:581] : INFO : Epoch 1566 | loss: 0.0311461 | val_loss: 0.0311662 | Time: 2839.85 ms [2020-12-17 17:02:52 main:581] : INFO : Epoch 1567 | loss: 0.0311442 | val_loss: 0.0311691 | Time: 2818.19 ms [2020-12-17 17:02:55 main:581] : INFO : Epoch 1568 | loss: 0.0311458 | val_loss: 0.0311709 | Time: 2818.89 ms [2020-12-17 17:02:58 main:581] : INFO : Epoch 1569 | loss: 0.0311528 | val_loss: 0.0311739 | Time: 2819.19 ms [2020-12-17 17:03:00 main:581] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311702 | Time: 2841.85 ms [2020-12-17 17:03:03 main:581] : INFO : Epoch 1571 | loss: 0.0311446 | val_loss: 0.0311693 | Time: 2819.64 ms [2020-12-17 17:03:06 main:581] : INFO : Epoch 1572 | loss: 0.0311436 | val_loss: 0.0311672 | Time: 2819.97 ms [2020-12-17 17:03:09 main:581] : INFO : Epoch 1573 | loss: 0.0311467 | val_loss: 0.0311706 | Time: 2820.68 ms [2020-12-17 17:03:12 main:581] : INFO : Epoch 1574 | loss: 0.0311453 | val_loss: 0.0311757 | Time: 2819.05 ms [2020-12-17 17:03:15 main:581] : INFO : Epoch 1575 | loss: 0.0311456 | val_loss: 0.0311873 | Time: 2819.73 ms [2020-12-17 17:03:17 main:581] : INFO : Epoch 1576 | loss: 0.0311484 | val_loss: 0.0311718 | Time: 2840.25 ms [2020-12-17 17:03:20 main:581] : INFO : Epoch 1577 | loss: 0.0311437 | val_loss: 0.031171 | Time: 2817.4 ms [2020-12-17 17:03:23 main:581] : INFO : Epoch 1578 | loss: 0.0311422 | val_loss: 0.0311732 | Time: 2816.61 ms [2020-12-17 17:03:26 main:581] : INFO : Epoch 1579 | loss: 0.0311414 | val_loss: 0.0311724 | Time: 2818.77 ms [2020-12-17 17:03:29 main:581] : INFO : Epoch 1580 | loss: 0.0311413 | val_loss: 0.0311688 | Time: 2813.86 ms [2020-12-17 17:03:31 main:581] : INFO : Epoch 1581 | loss: 0.0311444 | val_loss: 0.0311696 | Time: 2812.32 ms [2020-12-17 17:03:34 main:581] : INFO : Epoch 1582 | loss: 0.0311403 | val_loss: 0.0311709 | Time: 2817.08 ms [2020-12-17 17:03:37 main:581] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.031178 | Time: 2807.11 ms [2020-12-17 17:03:40 main:581] : INFO : Epoch 1584 | loss: 0.031144 | val_loss: 0.0311749 | Time: 2813.32 ms [2020-12-17 17:03:43 main:581] : INFO : Epoch 1585 | loss: 0.0311439 | val_loss: 0.0311833 | Time: 2821.25 ms [2020-12-17 17:03:46 main:581] : INFO : Epoch 1586 | loss: 0.0311453 | val_loss: 0.031172 | Time: 2819.61 ms [2020-12-17 17:03:48 main:581] : INFO : Epoch 1587 | loss: 0.0311425 | val_loss: 0.0311718 | Time: 2843.58 ms [2020-12-17 17:03:51 main:581] : INFO : Epoch 1588 | loss: 0.0311412 | val_loss: 0.0311718 | Time: 2804.48 ms [2020-12-17 17:03:54 main:581] : INFO : Epoch 1589 | loss: 0.0311403 | val_loss: 0.0311727 | Time: 2814.92 ms [2020-12-17 17:03:57 main:581] : INFO : Epoch 1590 | loss: 0.03114 | val_loss: 0.0311699 | Time: 2822.85 ms [2020-12-17 17:04:00 main:581] : INFO : Epoch 1591 | loss: 0.0311391 | val_loss: 0.0311723 | Time: 2816.96 ms [2020-12-17 17:04:02 main:581] : INFO : Epoch 1592 | loss: 0.0311402 | val_loss: 0.031184 | Time: 2810.62 ms [2020-12-17 17:04:05 main:581] : INFO : Epoch 1593 | loss: 0.0311403 | val_loss: 0.0311792 | Time: 2821.29 ms [2020-12-17 17:04:08 main:581] : INFO : Epoch 1594 | loss: 0.0311412 | val_loss: 0.0311709 | Time: 2816.71 ms [2020-12-17 17:04:11 main:581] : INFO : Epoch 1595 | loss: 0.0311408 | val_loss: 0.0311751 | Time: 2817.24 ms [2020-12-17 17:04:14 main:581] : INFO : Epoch 1596 | loss: 0.0311405 | val_loss: 0.0311688 | Time: 2815.77 ms [2020-12-17 17:04:17 main:581] : INFO : Epoch 1597 | loss: 0.0311391 | val_loss: 0.0311748 | Time: 2825.75 ms [2020-12-17 17:04:19 main:581] : INFO : Epoch 1598 | loss: 0.0311408 | val_loss: 0.0311782 | Time: 2817.64 ms [2020-12-17 17:04:22 main:581] : INFO : Epoch 1599 | loss: 0.0311372 | val_loss: 0.0311758 | Time: 2816.86 ms [2020-12-17 17:04:25 main:581] : INFO : Epoch 1600 | loss: 0.0311407 | val_loss: 0.0311736 | Time: 2821.32 ms [2020-12-17 17:04:28 main:581] : INFO : Epoch 1601 | loss: 0.0311412 | val_loss: 0.0311795 | Time: 2848.43 ms [2020-12-17 17:04:31 main:581] : INFO : Epoch 1602 | loss: 0.0311401 | val_loss: 0.0311728 | Time: 2815.21 ms [2020-12-17 17:04:33 main:581] : INFO : Epoch 1603 | loss: 0.0311378 | val_loss: 0.0311731 | Time: 2816.94 ms [2020-12-17 17:04:36 main:581] : INFO : Epoch 1604 | loss: 0.0311397 | val_loss: 0.0311742 | Time: 2806.5 ms [2020-12-17 17:04:39 main:581] : INFO : Epoch 1605 | loss: 0.0311361 | val_loss: 0.0311733 | Time: 2811.31 ms [2020-12-17 17:04:42 main:581] : INFO : Epoch 1606 | loss: 0.031137 | val_loss: 0.0311722 | Time: 2815.06 ms [2020-12-17 17:04:45 main:581] : INFO : Epoch 1607 | loss: 0.0311368 | val_loss: 0.0311779 | Time: 2816.4 ms [2020-12-17 17:04:48 main:581] : INFO : Epoch 1608 | loss: 0.0311365 | val_loss: 0.0311754 | Time: 2834.4 ms [2020-12-17 17:04:50 main:581] : INFO : Epoch 1609 | loss: 0.0311383 | val_loss: 0.0311717 | Time: 2806.35 ms [2020-12-17 17:04:53 main:581] : INFO : Epoch 1610 | loss: 0.0311399 | val_loss: 0.0311779 | Time: 2815 ms [2020-12-17 17:04:56 main:581] : INFO : Epoch 1611 | loss: 0.0311378 | val_loss: 0.0311744 | Time: 2814.78 ms [2020-12-17 17:04:59 main:581] : INFO : Epoch 1612 | loss: 0.0311471 | val_loss: 0.0311711 | Time: 2807.57 ms [2020-12-17 17:05:02 main:581] : INFO : Epoch 1613 | loss: 0.0311503 | val_loss: 0.0311716 | Time: 2829.58 ms [2020-12-17 17:05:04 main:581] : INFO : Epoch 1614 | loss: 0.031155 | val_loss: 0.0311765 | Time: 2812.91 ms [2020-12-17 17:05:07 main:581] : INFO : Epoch 1615 | loss: 0.0311446 | val_loss: 0.0311721 | Time: 2815.98 ms [2020-12-17 17:05:10 main:581] : INFO : Epoch 1616 | loss: 0.0311406 | val_loss: 0.0311711 | Time: 2811.02 ms [2020-12-17 17:05:13 main:581] : INFO : Epoch 1617 | loss: 0.031142 | val_loss: 0.031172 | Time: 2819.58 ms [2020-12-17 17:05:16 main:581] : INFO : Epoch 1618 | loss: 0.0311415 | val_loss: 0.0311723 | Time: 2809.82 ms [2020-12-17 17:05:19 main:581] : INFO : Epoch 1619 | loss: 0.0311398 | val_loss: 0.0311694 | Time: 2833.8 ms [2020-12-17 17:05:21 main:581] : INFO : Epoch 1620 | loss: 0.0311415 | val_loss: 0.0311719 | Time: 2804.63 ms [2020-12-17 17:05:24 main:581] : INFO : Epoch 1621 | loss: 0.0311447 | val_loss: 0.0311877 | Time: 2803.46 ms [2020-12-17 17:05:27 main:581] : INFO : Epoch 1622 | loss: 0.0311416 | val_loss: 0.0311689 | Time: 2815.39 ms [2020-12-17 17:05:30 main:581] : INFO : Epoch 1623 | loss: 0.0311372 | val_loss: 0.0311755 | Time: 2811.15 ms [2020-12-17 17:05:33 main:581] : INFO : Epoch 1624 | loss: 0.0311394 | val_loss: 0.0311742 | Time: 2808.51 ms [2020-12-17 17:05:35 main:581] : INFO : Epoch 1625 | loss: 0.0311422 | val_loss: 0.0311762 | Time: 2805 ms [2020-12-17 17:05:38 main:581] : INFO : Epoch 1626 | loss: 0.0311395 | val_loss: 0.0311705 | Time: 2816.49 ms [2020-12-17 17:05:41 main:581] : INFO : Epoch 1627 | loss: 0.0311406 | val_loss: 0.0311712 | Time: 2813.45 ms [2020-12-17 17:05:44 main:581] : INFO : Epoch 1628 | loss: 0.0311373 | val_loss: 0.0311677 | Time: 2807.78 ms [2020-12-17 17:05:47 main:581] : INFO : Epoch 1629 | loss: 0.0311395 | val_loss: 0.0311719 | Time: 2807.17 ms [2020-12-17 17:05:49 main:581] : INFO : Epoch 1630 | loss: 0.0311405 | val_loss: 0.0311716 | Time: 2812.59 ms [2020-12-17 17:05:52 main:581] : INFO : Epoch 1631 | loss: 0.0311375 | val_loss: 0.0311718 | Time: 2815.91 ms [2020-12-17 17:05:55 main:581] : INFO : Epoch 1632 | loss: 0.0311351 | val_loss: 0.031173 | Time: 2806.81 ms [2020-12-17 17:05:58 main:581] : INFO : Epoch 1633 | loss: 0.0311366 | val_loss: 0.0311737 | Time: 2812.91 ms [2020-12-17 17:06:01 main:581] : INFO : Epoch 1634 | loss: 0.031137 | val_loss: 0.0311714 | Time: 2839.67 ms [2020-12-17 17:06:04 main:581] : INFO : Epoch 1635 | loss: 0.0311341 | val_loss: 0.0311774 | Time: 2817.1 ms [2020-12-17 17:06:06 main:581] : INFO : Epoch 1636 | loss: 0.0311345 | val_loss: 0.0311745 | Time: 2817.09 ms [2020-12-17 17:06:09 main:581] : INFO : Epoch 1637 | loss: 0.0311363 | val_loss: 0.0311765 | Time: 2806.87 ms [2020-12-17 17:06:12 main:581] : INFO : Epoch 1638 | loss: 0.0311344 | val_loss: 0.0311724 | Time: 2813.36 ms [2020-12-17 17:06:15 main:581] : INFO : Epoch 1639 | loss: 0.0311341 | val_loss: 0.0311756 | Time: 2808.69 ms [2020-12-17 17:06:18 main:581] : INFO : Epoch 1640 | loss: 0.0311367 | val_loss: 0.0311731 | Time: 2838.01 ms [2020-12-17 17:06:20 main:581] : INFO : Epoch 1641 | loss: 0.0311345 | val_loss: 0.0311753 | Time: 2814.63 ms [2020-12-17 17:06:23 main:581] : INFO : Epoch 1642 | loss: 0.0311345 | val_loss: 0.0311703 | Time: 2816.73 ms [2020-12-17 17:06:26 main:581] : INFO : Epoch 1643 | loss: 0.0311402 | val_loss: 0.0311783 | Time: 2817.22 ms [2020-12-17 17:06:29 main:581] : INFO : Epoch 1644 | loss: 0.0311377 | val_loss: 0.031176 | Time: 2818.57 ms [2020-12-17 17:06:32 main:581] : INFO : Epoch 1645 | loss: 0.0311361 | val_loss: 0.0311798 | Time: 2821.01 ms [2020-12-17 17:06:35 main:581] : INFO : Epoch 1646 | loss: 0.0311369 | val_loss: 0.0311725 | Time: 2812.17 ms [2020-12-17 17:06:37 main:581] : INFO : Epoch 1647 | loss: 0.0311332 | val_loss: 0.0311713 | Time: 2814.82 ms [2020-12-17 17:06:40 main:581] : INFO : Epoch 1648 | loss: 0.0311347 | val_loss: 0.0311731 | Time: 2811.86 ms [2020-12-17 17:06:43 main:581] : INFO : Epoch 1649 | loss: 0.031134 | val_loss: 0.0311784 | Time: 2821.22 ms [2020-12-17 17:06:46 main:581] : INFO : Epoch 1650 | loss: 0.0311331 | val_loss: 0.0311797 | Time: 2820.88 ms [2020-12-17 17:06:49 main:581] : INFO : Epoch 1651 | loss: 0.0311374 | val_loss: 0.031174 | Time: 2837.77 ms [2020-12-17 17:06:51 main:581] : INFO : Epoch 1652 | loss: 0.0311331 | val_loss: 0.0311836 | Time: 2813.66 ms [2020-12-17 17:06:54 main:581] : INFO : Epoch 1653 | loss: 0.0311355 | val_loss: 0.0311739 | Time: 2809.93 ms [2020-12-17 17:06:57 main:581] : INFO : Epoch 1654 | loss: 0.0311343 | val_loss: 0.0311774 | Time: 2817.36 ms [2020-12-17 17:07:00 main:581] : INFO : Epoch 1655 | loss: 0.0311341 | val_loss: 0.0311734 | Time: 2831.23 ms [2020-12-17 17:07:03 main:581] : INFO : Epoch 1656 | loss: 0.0311331 | val_loss: 0.0311733 | Time: 2816.77 ms [2020-12-17 17:07:06 main:581] : INFO : Epoch 1657 | loss: 0.0311307 | val_loss: 0.0311789 | Time: 2819.45 ms [2020-12-17 17:07:08 main:581] : INFO : Epoch 1658 | loss: 0.0311315 | val_loss: 0.031179 | Time: 2807.01 ms [2020-12-17 17:07:11 main:581] : INFO : Epoch 1659 | loss: 0.0311299 | val_loss: 0.0311751 | Time: 2811.36 ms [2020-12-17 17:07:14 main:581] : INFO : Epoch 1660 | loss: 0.0311312 | val_loss: 0.0311741 | Time: 2817.99 ms [2020-12-17 17:07:17 main:581] : INFO : Epoch 1661 | loss: 0.0311332 | val_loss: 0.0311749 | Time: 2825.16 ms [2020-12-17 17:07:20 main:581] : INFO : Epoch 1662 | loss: 0.0311358 | val_loss: 0.0311764 | Time: 2815.39 ms [2020-12-17 17:07:22 main:581] : INFO : Epoch 1663 | loss: 0.0311349 | val_loss: 0.0311732 | Time: 2816.77 ms [2020-12-17 17:07:25 main:581] : INFO : Epoch 1664 | loss: 0.0311382 | val_loss: 0.0311769 | Time: 2815.07 ms [2020-12-17 17:07:28 main:581] : INFO : Epoch 1665 | loss: 0.0311312 | val_loss: 0.0311826 | Time: 2817.58 ms [2020-12-17 17:07:31 main:581] : INFO : Epoch 1666 | loss: 0.031132 | val_loss: 0.0311793 | Time: 2818.56 ms [2020-12-17 17:07:34 main:581] : INFO : Epoch 1667 | loss: 0.0311297 | val_loss: 0.0311731 | Time: 2817.47 ms [2020-12-17 17:07:37 main:581] : INFO : Epoch 1668 | loss: 0.0311405 | val_loss: 0.0311773 | Time: 2817.58 ms [2020-12-17 17:07:39 main:581] : INFO : Epoch 1669 | loss: 0.0311361 | val_loss: 0.0311829 | Time: 2818.06 ms [2020-12-17 17:07:42 main:581] : INFO : Epoch 1670 | loss: 0.0311321 | val_loss: 0.0311788 | Time: 2812.35 ms [2020-12-17 17:07:45 main:581] : INFO : Epoch 1671 | loss: 0.0311351 | val_loss: 0.0311767 | Time: 2814.62 ms [2020-12-17 17:07:48 main:581] : INFO : Epoch 1672 | loss: 0.0311333 | val_loss: 0.0311758 | Time: 2839.97 ms [2020-12-17 17:07:51 main:581] : INFO : Epoch 1673 | loss: 0.0311302 | val_loss: 0.0311784 | Time: 2817.18 ms [2020-12-17 17:07:53 main:581] : INFO : Epoch 1674 | loss: 0.0311305 | val_loss: 0.0311759 | Time: 2818.2 ms [2020-12-17 17:07:56 main:581] : INFO : Epoch 1675 | loss: 0.0311327 | val_loss: 0.0311757 | Time: 2816.45 ms [2020-12-17 17:07:59 main:581] : INFO : Epoch 1676 | loss: 0.0311315 | val_loss: 0.0311775 | Time: 2820.28 ms [2020-12-17 17:08:02 main:581] : INFO : Epoch 1677 | loss: 0.0311294 | val_loss: 0.0311819 | Time: 2838.3 ms [2020-12-17 17:08:05 main:581] : INFO : Epoch 1678 | loss: 0.0311319 | val_loss: 0.031176 | Time: 2816.55 ms [2020-12-17 17:08:08 main:581] : INFO : Epoch 1679 | loss: 0.0311338 | val_loss: 0.031179 | Time: 2818.18 ms [2020-12-17 17:08:10 main:581] : INFO : Epoch 1680 | loss: 0.0311321 | val_loss: 0.0311821 | Time: 2818.89 ms [2020-12-17 17:08:13 main:581] : INFO : Epoch 1681 | loss: 0.0311329 | val_loss: 0.0311837 | Time: 2817.24 ms [2020-12-17 17:08:16 main:581] : INFO : Epoch 1682 | loss: 0.0311429 | val_loss: 0.0311749 | Time: 2809.34 ms [2020-12-17 17:08:19 main:581] : INFO : Epoch 1683 | loss: 0.0311418 | val_loss: 0.0311746 | Time: 2821.92 ms [2020-12-17 17:08:22 main:581] : INFO : Epoch 1684 | loss: 0.0311483 | val_loss: 0.0311745 | Time: 2801.36 ms [2020-12-17 17:08:24 main:581] : INFO : Epoch 1685 | loss: 0.0311409 | val_loss: 0.0311712 | Time: 2808.5 ms [2020-12-17 17:08:27 main:581] : INFO : Epoch 1686 | loss: 0.0311387 | val_loss: 0.0311721 | Time: 2802.16 ms [2020-12-17 17:08:30 main:581] : INFO : Epoch 1687 | loss: 0.0311367 | val_loss: 0.0311707 | Time: 2809.48 ms [2020-12-17 17:08:33 main:581] : INFO : Epoch 1688 | loss: 0.0311371 | val_loss: 0.0311777 | Time: 2811.71 ms [2020-12-17 17:08:36 main:581] : INFO : Epoch 1689 | loss: 0.0311378 | val_loss: 0.0311772 | Time: 2809.82 ms [2020-12-17 17:08:39 main:581] : INFO : Epoch 1690 | loss: 0.031144 | val_loss: 0.0311724 | Time: 2815.64 ms [2020-12-17 17:08:41 main:581] : INFO : Epoch 1691 | loss: 0.0311399 | val_loss: 0.0311703 | Time: 2812.18 ms [2020-12-17 17:08:44 main:581] : INFO : Epoch 1692 | loss: 0.031136 | val_loss: 0.0311796 | Time: 2813.09 ms [2020-12-17 17:08:47 main:581] : INFO : Epoch 1693 | loss: 0.0311368 | val_loss: 0.0311743 | Time: 2835.83 ms [2020-12-17 17:08:50 main:581] : INFO : Epoch 1694 | loss: 0.0311319 | val_loss: 0.0311742 | Time: 2803.9 ms [2020-12-17 17:08:53 main:581] : INFO : Epoch 1695 | loss: 0.0311331 | val_loss: 0.0311704 | Time: 2814.9 ms [2020-12-17 17:08:55 main:581] : INFO : Epoch 1696 | loss: 0.0311371 | val_loss: 0.0311727 | Time: 2814.65 ms [2020-12-17 17:08:58 main:581] : INFO : Epoch 1697 | loss: 0.0311357 | val_loss: 0.0311745 | Time: 2814.11 ms [2020-12-17 17:09:01 main:581] : INFO : Epoch 1698 | loss: 0.0311302 | val_loss: 0.0311755 | Time: 2840.06 ms [2020-12-17 17:09:04 main:581] : INFO : Epoch 1699 | loss: 0.03113 | val_loss: 0.031173 | Time: 2812.85 ms [2020-12-17 17:09:07 main:581] : INFO : Epoch 1700 | loss: 0.0311313 | val_loss: 0.0311751 | Time: 2809.17 ms [2020-12-17 17:09:10 main:581] : INFO : Epoch 1701 | loss: 0.031132 | val_loss: 0.0311774 | Time: 2797.21 ms [2020-12-17 17:09:12 main:581] : INFO : Epoch 1702 | loss: 0.0311315 | val_loss: 0.0311772 | Time: 2806.19 ms [2020-12-17 17:09:15 main:581] : INFO : Epoch 1703 | loss: 0.0311312 | val_loss: 0.0311739 | Time: 2806.77 ms [2020-12-17 17:09:18 main:581] : INFO : Epoch 1704 | loss: 0.0311364 | val_loss: 0.0311811 | Time: 2835.24 ms [2020-12-17 17:09:21 main:581] : INFO : Epoch 1705 | loss: 0.0311327 | val_loss: 0.0311782 | Time: 2815.41 ms [2020-12-17 17:09:24 main:581] : INFO : Epoch 1706 | loss: 0.0311341 | val_loss: 0.0311719 | Time: 2813.14 ms [2020-12-17 17:09:26 main:581] : INFO : Epoch 1707 | loss: 0.0311393 | val_loss: 0.0311764 | Time: 2807.29 ms [2020-12-17 17:09:29 main:581] : INFO : Epoch 1708 | loss: 0.0311318 | val_loss: 0.0311701 | Time: 2813.55 ms [2020-12-17 17:09:32 main:581] : INFO : Epoch 1709 | loss: 0.0311299 | val_loss: 0.0311784 | Time: 2803.43 ms [2020-12-17 17:09:35 main:581] : INFO : Epoch 1710 | loss: 0.0311302 | val_loss: 0.0311733 | Time: 2811.24 ms [2020-12-17 17:09:38 main:581] : INFO : Epoch 1711 | loss: 0.0311299 | val_loss: 0.031178 | Time: 2803.84 ms [2020-12-17 17:09:40 main:581] : INFO : Epoch 1712 | loss: 0.0311268 | val_loss: 0.0311753 | Time: 2803.77 ms [2020-12-17 17:09:43 main:581] : INFO : Epoch 1713 | loss: 0.0311277 | val_loss: 0.0311795 | Time: 2807.46 ms [2020-12-17 17:09:46 main:581] : INFO : Epoch 1714 | loss: 0.0311299 | val_loss: 0.0311817 | Time: 2804.84 ms [2020-12-17 17:09:49 main:581] : INFO : Epoch 1715 | loss: 0.0311343 | val_loss: 0.0311806 | Time: 2832.79 ms [2020-12-17 17:09:52 main:581] : INFO : Epoch 1716 | loss: 0.0311326 | val_loss: 0.0311794 | Time: 2806.3 ms [2020-12-17 17:09:54 main:581] : INFO : Epoch 1717 | loss: 0.0311289 | val_loss: 0.0311795 | Time: 2812.16 ms [2020-12-17 17:09:57 main:581] : INFO : Epoch 1718 | loss: 0.0311263 | val_loss: 0.031174 | Time: 2808.81 ms [2020-12-17 17:10:00 main:581] : INFO : Epoch 1719 | loss: 0.0311265 | val_loss: 0.0311766 | Time: 2836 ms [2020-12-17 17:10:03 main:581] : INFO : Epoch 1720 | loss: 0.0311279 | val_loss: 0.0311791 | Time: 2809.99 ms [2020-12-17 17:10:06 main:581] : INFO : Epoch 1721 | loss: 0.0311284 | val_loss: 0.0311776 | Time: 2811.64 ms [2020-12-17 17:10:09 main:581] : INFO : Epoch 1722 | loss: 0.0311264 | val_loss: 0.0311853 | Time: 2812.17 ms [2020-12-17 17:10:11 main:581] : INFO : Epoch 1723 | loss: 0.031128 | val_loss: 0.0311771 | Time: 2815.16 ms [2020-12-17 17:10:14 main:581] : INFO : Epoch 1724 | loss: 0.0311261 | val_loss: 0.0311785 | Time: 2817.06 ms [2020-12-17 17:10:17 main:581] : INFO : Epoch 1725 | loss: 0.0311275 | val_loss: 0.0311843 | Time: 2836.04 ms [2020-12-17 17:10:20 main:581] : INFO : Epoch 1726 | loss: 0.0311268 | val_loss: 0.0311725 | Time: 2817.74 ms [2020-12-17 17:10:23 main:581] : INFO : Epoch 1727 | loss: 0.0311292 | val_loss: 0.0311766 | Time: 2823.16 ms [2020-12-17 17:10:26 main:581] : INFO : Epoch 1728 | loss: 0.031128 | val_loss: 0.0311745 | Time: 2817.16 ms [2020-12-17 17:10:28 main:581] : INFO : Epoch 1729 | loss: 0.0311282 | val_loss: 0.031183 | Time: 2817.29 ms [2020-12-17 17:10:31 main:581] : INFO : Epoch 1730 | loss: 0.0311286 | val_loss: 0.0311833 | Time: 2818.65 ms [2020-12-17 17:10:34 main:581] : INFO : Epoch 1731 | loss: 0.0311287 | val_loss: 0.0311894 | Time: 2817.69 ms [2020-12-17 17:10:37 main:581] : INFO : Epoch 1732 | loss: 0.0311285 | val_loss: 0.0311763 | Time: 2810.58 ms [2020-12-17 17:10:40 main:581] : INFO : Epoch 1733 | loss: 0.0311346 | val_loss: 0.0311748 | Time: 2814.11 ms [2020-12-17 17:10:42 main:581] : INFO : Epoch 1734 | loss: 0.03113 | val_loss: 0.0311858 | Time: 2807.35 ms [2020-12-17 17:10:45 main:581] : INFO : Epoch 1735 | loss: 0.0311262 | val_loss: 0.0311763 | Time: 2813.93 ms [2020-12-17 17:10:48 main:581] : INFO : Epoch 1736 | loss: 0.0311281 | val_loss: 0.0311735 | Time: 2841.65 ms [2020-12-17 17:10:51 main:581] : INFO : Epoch 1737 | loss: 0.0311295 | val_loss: 0.0311736 | Time: 2813.78 ms [2020-12-17 17:10:54 main:581] : INFO : Epoch 1738 | loss: 0.0311365 | val_loss: 0.0311712 | Time: 2808.01 ms [2020-12-17 17:10:56 main:581] : INFO : Epoch 1739 | loss: 0.0311343 | val_loss: 0.0311785 | Time: 2815.98 ms [2020-12-17 17:10:59 main:581] : INFO : Epoch 1740 | loss: 0.0311294 | val_loss: 0.0311874 | Time: 2808.93 ms [2020-12-17 17:11:02 main:581] : INFO : Epoch 1741 | loss: 0.0311338 | val_loss: 0.0311814 | Time: 2830.35 ms [2020-12-17 17:11:05 main:581] : INFO : Epoch 1742 | loss: 0.0311314 | val_loss: 0.0311753 | Time: 2803.28 ms [2020-12-17 17:11:08 main:581] : INFO : Epoch 1743 | loss: 0.0311245 | val_loss: 0.0311811 | Time: 2807.24 ms [2020-12-17 17:11:11 main:581] : INFO : Epoch 1744 | loss: 0.0311226 | val_loss: 0.031179 | Time: 2817.57 ms [2020-12-17 17:11:13 main:581] : INFO : Epoch 1745 | loss: 0.0311221 | val_loss: 0.0311786 | Time: 2809.52 ms [2020-12-17 17:11:16 main:581] : INFO : Epoch 1746 | loss: 0.0311247 | val_loss: 0.0311767 | Time: 2802.63 ms [2020-12-17 17:11:19 main:581] : INFO : Epoch 1747 | loss: 0.0311305 | val_loss: 0.0311741 | Time: 2830.32 ms [2020-12-17 17:11:22 main:581] : INFO : Epoch 1748 | loss: 0.0311331 | val_loss: 0.0311737 | Time: 2814.19 ms [2020-12-17 17:11:25 main:581] : INFO : Epoch 1749 | loss: 0.0311289 | val_loss: 0.0311815 | Time: 2817.35 ms [2020-12-17 17:11:27 main:581] : INFO : Epoch 1750 | loss: 0.031125 | val_loss: 0.0311744 | Time: 2812.87 ms [2020-12-17 17:11:30 main:581] : INFO : Epoch 1751 | loss: 0.0311251 | val_loss: 0.0311824 | Time: 2812.1 ms [2020-12-17 17:11:33 main:581] : INFO : Epoch 1752 | loss: 0.031125 | val_loss: 0.0311895 | Time: 2814.92 ms [2020-12-17 17:11:36 main:581] : INFO : Epoch 1753 | loss: 0.0311312 | val_loss: 0.0311777 | Time: 2817.94 ms [2020-12-17 17:11:39 main:581] : INFO : Epoch 1754 | loss: 0.0311267 | val_loss: 0.0311873 | Time: 2818.89 ms [2020-12-17 17:11:42 main:581] : INFO : Epoch 1755 | loss: 0.0311282 | val_loss: 0.0311758 | Time: 2818.15 ms [2020-12-17 17:11:44 main:581] : INFO : Epoch 1756 | loss: 0.0311271 | val_loss: 0.0311794 | Time: 2814.02 ms [2020-12-17 17:11:47 main:581] : INFO : Epoch 1757 | loss: 0.0311308 | val_loss: 0.0311773 | Time: 2834.58 ms [2020-12-17 17:11:50 main:581] : INFO : Epoch 1758 | loss: 0.0311432 | val_loss: 0.0311686 | Time: 2809.57 ms [2020-12-17 17:11:53 main:581] : INFO : Epoch 1759 | loss: 0.0311475 | val_loss: 0.0311704 | Time: 2807.19 ms [2020-12-17 17:11:56 main:581] : INFO : Epoch 1760 | loss: 0.0311411 | val_loss: 0.0311703 | Time: 2805.81 ms [2020-12-17 17:11:58 main:581] : INFO : Epoch 1761 | loss: 0.0311367 | val_loss: 0.0311713 | Time: 2809.02 ms [2020-12-17 17:12:01 main:581] : INFO : Epoch 1762 | loss: 0.0311412 | val_loss: 0.0311735 | Time: 2836.87 ms [2020-12-17 17:12:04 main:581] : INFO : Epoch 1763 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 2814.44 ms [2020-12-17 17:12:07 main:581] : INFO : Epoch 1764 | loss: 0.0311389 | val_loss: 0.0311741 | Time: 2813.3 ms [2020-12-17 17:12:10 main:581] : INFO : Epoch 1765 | loss: 0.0311334 | val_loss: 0.0311735 | Time: 2815.83 ms [2020-12-17 17:12:13 main:581] : INFO : Epoch 1766 | loss: 0.031133 | val_loss: 0.0311787 | Time: 2811.05 ms [2020-12-17 17:12:15 main:581] : INFO : Epoch 1767 | loss: 0.0311375 | val_loss: 0.0311732 | Time: 2814.29 ms [2020-12-17 17:12:18 main:581] : INFO : Epoch 1768 | loss: 0.0311305 | val_loss: 0.0311786 | Time: 2834.08 ms [2020-12-17 17:12:21 main:581] : INFO : Epoch 1769 | loss: 0.0311333 | val_loss: 0.0311843 | Time: 2812.56 ms [2020-12-17 17:12:24 main:581] : INFO : Epoch 1770 | loss: 0.0311319 | val_loss: 0.0311773 | Time: 2818.2 ms [2020-12-17 17:12:27 main:581] : INFO : Epoch 1771 | loss: 0.0311317 | val_loss: 0.0311733 | Time: 2810.14 ms [2020-12-17 17:12:29 main:581] : INFO : Epoch 1772 | loss: 0.0311373 | val_loss: 0.0311781 | Time: 2810.61 ms [2020-12-17 17:12:32 main:581] : INFO : Epoch 1773 | loss: 0.0311334 | val_loss: 0.0311712 | Time: 2823.76 ms [2020-12-17 17:12:35 main:581] : INFO : Epoch 1774 | loss: 0.0311313 | val_loss: 0.0311796 | Time: 2820.22 ms [2020-12-17 17:12:38 main:581] : INFO : Epoch 1775 | loss: 0.0311285 | val_loss: 0.0311767 | Time: 2820.66 ms [2020-12-17 17:12:41 main:581] : INFO : Epoch 1776 | loss: 0.0311272 | val_loss: 0.0311774 | Time: 2815.18 ms [2020-12-17 17:12:44 main:581] : INFO : Epoch 1777 | loss: 0.0311279 | val_loss: 0.0311869 | Time: 2811.72 ms [2020-12-17 17:12:46 main:581] : INFO : Epoch 1778 | loss: 0.0311253 | val_loss: 0.0311827 | Time: 2822.07 ms [2020-12-17 17:12:49 main:581] : INFO : Epoch 1779 | loss: 0.0311279 | val_loss: 0.0311922 | Time: 2841.42 ms [2020-12-17 17:12:52 main:581] : INFO : Epoch 1780 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 2816.65 ms [2020-12-17 17:12:55 main:581] : INFO : Epoch 1781 | loss: 0.0311755 | val_loss: 0.0311752 | Time: 2818.91 ms [2020-12-17 17:12:58 main:581] : INFO : Epoch 1782 | loss: 0.0311752 | val_loss: 0.0311731 | Time: 2813.2 ms [2020-12-17 17:13:00 main:581] : INFO : Epoch 1783 | loss: 0.0311665 | val_loss: 0.0311682 | Time: 2835.82 ms [2020-12-17 17:13:03 main:581] : INFO : Epoch 1784 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 2808.8 ms [2020-12-17 17:13:06 main:581] : INFO : Epoch 1785 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 2816.3 ms [2020-12-17 17:13:09 main:581] : INFO : Epoch 1786 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 2807.87 ms [2020-12-17 17:13:12 main:581] : INFO : Epoch 1787 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 2818.09 ms [2020-12-17 17:13:15 main:581] : INFO : Epoch 1788 | loss: 0.0311546 | val_loss: 0.0311767 | Time: 2812.51 ms [2020-12-17 17:13:17 main:581] : INFO : Epoch 1789 | loss: 0.0311543 | val_loss: 0.0311683 | Time: 2833.04 ms [2020-12-17 17:13:20 main:581] : INFO : Epoch 1790 | loss: 0.0311523 | val_loss: 0.0311711 | Time: 2806.68 ms [2020-12-17 17:13:23 main:581] : INFO : Epoch 1791 | loss: 0.0311512 | val_loss: 0.0311716 | Time: 2814.14 ms [2020-12-17 17:13:26 main:581] : INFO : Epoch 1792 | loss: 0.0311522 | val_loss: 0.0311752 | Time: 2812.48 ms [2020-12-17 17:13:29 main:581] : INFO : Epoch 1793 | loss: 0.0311524 | val_loss: 0.0311711 | Time: 2811.92 ms [2020-12-17 17:13:31 main:581] : INFO : Epoch 1794 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 2810.71 ms [2020-12-17 17:13:34 main:581] : INFO : Epoch 1795 | loss: 0.0311499 | val_loss: 0.031169 | Time: 2813.96 ms [2020-12-17 17:13:37 main:581] : INFO : Epoch 1796 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 2815.09 ms [2020-12-17 17:13:40 main:581] : INFO : Epoch 1797 | loss: 0.0311474 | val_loss: 0.0311677 | Time: 2819.67 ms [2020-12-17 17:13:43 main:581] : INFO : Epoch 1798 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 2818.18 ms [2020-12-17 17:13:45 main:581] : INFO : Epoch 1799 | loss: 0.031148 | val_loss: 0.0311741 | Time: 2818.19 ms [2020-12-17 17:13:48 main:581] : INFO : Epoch 1800 | loss: 0.0311466 | val_loss: 0.0311715 | Time: 2839.06 ms [2020-12-17 17:13:51 main:581] : INFO : Epoch 1801 | loss: 0.0311468 | val_loss: 0.0311675 | Time: 2818.49 ms [2020-12-17 17:13:54 main:581] : INFO : Epoch 1802 | loss: 0.0311456 | val_loss: 0.0311675 | Time: 2818.66 ms [2020-12-17 17:13:57 main:581] : INFO : Epoch 1803 | loss: 0.031143 | val_loss: 0.0311689 | Time: 2803.04 ms [2020-12-17 17:14:00 main:581] : INFO : Epoch 1804 | loss: 0.0311415 | val_loss: 0.0311722 | Time: 2822.24 ms [2020-12-17 17:14:02 main:581] : INFO : Epoch 1805 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 2804.81 ms [2020-12-17 17:14:05 main:581] : INFO : Epoch 1806 | loss: 0.0311429 | val_loss: 0.03117 | Time: 2822.17 ms [2020-12-17 17:14:08 main:581] : INFO : Epoch 1807 | loss: 0.031143 | val_loss: 0.0311673 | Time: 2819.75 ms [2020-12-17 17:14:11 main:581] : INFO : Epoch 1808 | loss: 0.0311437 | val_loss: 0.0311702 | Time: 2818.05 ms [2020-12-17 17:14:14 main:581] : INFO : Epoch 1809 | loss: 0.0311431 | val_loss: 0.0311668 | Time: 2821.59 ms [2020-12-17 17:14:17 main:581] : INFO : Epoch 1810 | loss: 0.0311417 | val_loss: 0.0311707 | Time: 2821.61 ms [2020-12-17 17:14:19 main:581] : INFO : Epoch 1811 | loss: 0.0311429 | val_loss: 0.0311684 | Time: 2819.03 ms [2020-12-17 17:14:22 main:581] : INFO : Epoch 1812 | loss: 0.0311417 | val_loss: 0.0311674 | Time: 2812.26 ms [2020-12-17 17:14:25 main:581] : INFO : Epoch 1813 | loss: 0.0311396 | val_loss: 0.0311668 | Time: 2816.85 ms [2020-12-17 17:14:28 main:581] : INFO : Epoch 1814 | loss: 0.0311388 | val_loss: 0.0311673 | Time: 2820.37 ms [2020-12-17 17:14:31 main:581] : INFO : Epoch 1815 | loss: 0.0311374 | val_loss: 0.031166 | Time: 2818.22 ms [2020-12-17 17:14:33 main:581] : INFO : Epoch 1816 | loss: 0.0311382 | val_loss: 0.0311692 | Time: 2821.3 ms [2020-12-17 17:14:36 main:581] : INFO : Epoch 1817 | loss: 0.0311378 | val_loss: 0.0311691 | Time: 2818.6 ms [2020-12-17 17:14:39 main:581] : INFO : Epoch 1818 | loss: 0.0311371 | val_loss: 0.0311747 | Time: 2819.19 ms [2020-12-17 17:14:42 main:581] : INFO : Epoch 1819 | loss: 0.0311381 | val_loss: 0.0311665 | Time: 2817.34 ms [2020-12-17 17:14:45 main:581] : INFO : Epoch 1820 | loss: 0.031136 | val_loss: 0.0311679 | Time: 2817.22 ms [2020-12-17 17:14:48 main:581] : INFO : Epoch 1821 | loss: 0.0311352 | val_loss: 0.0311692 | Time: 2840.34 ms [2020-12-17 17:14:50 main:581] : INFO : Epoch 1822 | loss: 0.0311366 | val_loss: 0.0311748 | Time: 2820.42 ms [2020-12-17 17:14:53 main:581] : INFO : Epoch 1823 | loss: 0.0311408 | val_loss: 0.0311709 | Time: 2819.05 ms [2020-12-17 17:14:56 main:581] : INFO : Epoch 1824 | loss: 0.0311377 | val_loss: 0.0311685 | Time: 2821.37 ms [2020-12-17 17:14:59 main:581] : INFO : Epoch 1825 | loss: 0.0311364 | val_loss: 0.03117 | Time: 2817.2 ms [2020-12-17 17:15:02 main:581] : INFO : Epoch 1826 | loss: 0.0311355 | val_loss: 0.0311702 | Time: 2843.02 ms [2020-12-17 17:15:04 main:581] : INFO : Epoch 1827 | loss: 0.031138 | val_loss: 0.0311647 | Time: 2816.12 ms [2020-12-17 17:15:07 main:581] : INFO : Epoch 1828 | loss: 0.0311387 | val_loss: 0.0311685 | Time: 2815.17 ms [2020-12-17 17:15:10 main:581] : INFO : Epoch 1829 | loss: 0.0311362 | val_loss: 0.0311694 | Time: 2813.25 ms [2020-12-17 17:15:13 main:581] : INFO : Epoch 1830 | loss: 0.031136 | val_loss: 0.0311712 | Time: 2814.41 ms [2020-12-17 17:15:16 main:581] : INFO : Epoch 1831 | loss: 0.0311355 | val_loss: 0.0311681 | Time: 2808.2 ms [2020-12-17 17:15:19 main:581] : INFO : Epoch 1832 | loss: 0.0311338 | val_loss: 0.0311697 | Time: 2827.92 ms [2020-12-17 17:15:21 main:581] : INFO : Epoch 1833 | loss: 0.0311332 | val_loss: 0.0311693 | Time: 2820.32 ms [2020-12-17 17:15:24 main:581] : INFO : Epoch 1834 | loss: 0.0311342 | val_loss: 0.0311734 | Time: 2816.95 ms [2020-12-17 17:15:27 main:581] : INFO : Epoch 1835 | loss: 0.031134 | val_loss: 0.031174 | Time: 2820.2 ms [2020-12-17 17:15:30 main:581] : INFO : Epoch 1836 | loss: 0.0311333 | val_loss: 0.0311714 | Time: 2817.08 ms [2020-12-17 17:15:33 main:581] : INFO : Epoch 1837 | loss: 0.0311322 | val_loss: 0.0311694 | Time: 2815.13 ms [2020-12-17 17:15:35 main:581] : INFO : Epoch 1838 | loss: 0.0311324 | val_loss: 0.0311731 | Time: 2822.47 ms [2020-12-17 17:15:38 main:581] : INFO : Epoch 1839 | loss: 0.0311336 | val_loss: 0.0311702 | Time: 2814.09 ms [2020-12-17 17:15:41 main:581] : INFO : Epoch 1840 | loss: 0.0311368 | val_loss: 0.0311664 | Time: 2820.37 ms [2020-12-17 17:15:44 main:581] : INFO : Epoch 1841 | loss: 0.0311359 | val_loss: 0.0311687 | Time: 2805.34 ms [2020-12-17 17:15:47 main:581] : INFO : Epoch 1842 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 2824.17 ms [2020-12-17 17:15:50 main:581] : INFO : Epoch 1843 | loss: 0.0311302 | val_loss: 0.0311738 | Time: 2809.64 ms [2020-12-17 17:15:52 main:581] : INFO : Epoch 1844 | loss: 0.0311309 | val_loss: 0.0311801 | Time: 2823.85 ms [2020-12-17 17:15:55 main:581] : INFO : Epoch 1845 | loss: 0.0311324 | val_loss: 0.0311705 | Time: 2814.97 ms [2020-12-17 17:15:58 main:581] : INFO : Epoch 1846 | loss: 0.0311326 | val_loss: 0.0311709 | Time: 2814.36 ms [2020-12-17 17:16:01 main:581] : INFO : Epoch 1847 | loss: 0.0311325 | val_loss: 0.0311723 | Time: 2842.38 ms [2020-12-17 17:16:04 main:581] : INFO : Epoch 1848 | loss: 0.0311321 | val_loss: 0.0311657 | Time: 2811.42 ms [2020-12-17 17:16:06 main:581] : INFO : Epoch 1849 | loss: 0.0311319 | val_loss: 0.0311704 | Time: 2814.71 ms [2020-12-17 17:16:09 main:581] : INFO : Epoch 1850 | loss: 0.0311313 | val_loss: 0.0311742 | Time: 2807.25 ms [2020-12-17 17:16:12 main:581] : INFO : Epoch 1851 | loss: 0.0311337 | val_loss: 0.0311718 | Time: 2808.74 ms [2020-12-17 17:16:15 main:581] : INFO : Epoch 1852 | loss: 0.0311359 | val_loss: 0.0311733 | Time: 2808.75 ms [2020-12-17 17:16:18 main:581] : INFO : Epoch 1853 | loss: 0.0311377 | val_loss: 0.0311691 | Time: 2834.84 ms [2020-12-17 17:16:21 main:581] : INFO : Epoch 1854 | loss: 0.0311396 | val_loss: 0.0311745 | Time: 2815.32 ms [2020-12-17 17:16:23 main:581] : INFO : Epoch 1855 | loss: 0.0311375 | val_loss: 0.0311755 | Time: 2816.29 ms [2020-12-17 17:16:26 main:581] : INFO : Epoch 1856 | loss: 0.0311346 | val_loss: 0.0311647 | Time: 2815.79 ms [2020-12-17 17:16:29 main:581] : INFO : Epoch 1857 | loss: 0.0311341 | val_loss: 0.0311648 | Time: 2814.34 ms [2020-12-17 17:16:32 main:581] : INFO : Epoch 1858 | loss: 0.0311359 | val_loss: 0.0311676 | Time: 2818.38 ms [2020-12-17 17:16:35 main:581] : INFO : Epoch 1859 | loss: 0.0311318 | val_loss: 0.0311698 | Time: 2815.42 ms [2020-12-17 17:16:37 main:581] : INFO : Epoch 1860 | loss: 0.0311305 | val_loss: 0.031166 | Time: 2816.46 ms [2020-12-17 17:16:40 main:581] : INFO : Epoch 1861 | loss: 0.0311373 | val_loss: 0.0311743 | Time: 2817.76 ms [2020-12-17 17:16:43 main:581] : INFO : Epoch 1862 | loss: 0.0311372 | val_loss: 0.0311741 | Time: 2819.78 ms [2020-12-17 17:16:46 main:581] : INFO : Epoch 1863 | loss: 0.0311332 | val_loss: 0.0311694 | Time: 2817.44 ms [2020-12-17 17:16:49 main:581] : INFO : Epoch 1864 | loss: 0.0311293 | val_loss: 0.0311698 | Time: 2839.08 ms [2020-12-17 17:16:52 main:581] : INFO : Epoch 1865 | loss: 0.0311315 | val_loss: 0.0311704 | Time: 2814.75 ms [2020-12-17 17:16:54 main:581] : INFO : Epoch 1866 | loss: 0.0311319 | val_loss: 0.0311674 | Time: 2814.29 ms [2020-12-17 17:16:57 main:581] : INFO : Epoch 1867 | loss: 0.0311326 | val_loss: 0.0311711 | Time: 2817.97 ms [2020-12-17 17:17:00 main:581] : INFO : Epoch 1868 | loss: 0.0311298 | val_loss: 0.0311669 | Time: 2839.06 ms [2020-12-17 17:17:03 main:581] : INFO : Epoch 1869 | loss: 0.0311308 | val_loss: 0.0311705 | Time: 2816.76 ms [2020-12-17 17:17:06 main:581] : INFO : Epoch 1870 | loss: 0.0311288 | val_loss: 0.0311672 | Time: 2810.07 ms [2020-12-17 17:17:08 main:581] : INFO : Epoch 1871 | loss: 0.0311272 | val_loss: 0.0311715 | Time: 2815.45 ms [2020-12-17 17:17:11 main:581] : INFO : Epoch 1872 | loss: 0.0311298 | val_loss: 0.0311672 | Time: 2823.03 ms [2020-12-17 17:17:14 main:581] : INFO : Epoch 1873 | loss: 0.03113 | val_loss: 0.0311746 | Time: 2819.9 ms [2020-12-17 17:17:17 main:581] : INFO : Epoch 1874 | loss: 0.0311276 | val_loss: 0.0311764 | Time: 2838.24 ms [2020-12-17 17:17:20 main:581] : INFO : Epoch 1875 | loss: 0.0311358 | val_loss: 0.0311703 | Time: 2814.38 ms [2020-12-17 17:17:23 main:581] : INFO : Epoch 1876 | loss: 0.0311324 | val_loss: 0.0311665 | Time: 2812.97 ms [2020-12-17 17:17:25 main:581] : INFO : Epoch 1877 | loss: 0.0311295 | val_loss: 0.0311736 | Time: 2813.85 ms [2020-12-17 17:17:28 main:581] : INFO : Epoch 1878 | loss: 0.0311288 | val_loss: 0.0311649 | Time: 2814.98 ms [2020-12-17 17:17:31 main:581] : INFO : Epoch 1879 | loss: 0.0311292 | val_loss: 0.0311804 | Time: 2806.18 ms [2020-12-17 17:17:34 main:581] : INFO : Epoch 1880 | loss: 0.0311319 | val_loss: 0.0311724 | Time: 2806.2 ms [2020-12-17 17:17:37 main:581] : INFO : Epoch 1881 | loss: 0.0311307 | val_loss: 0.0311678 | Time: 2812.03 ms [2020-12-17 17:17:39 main:581] : INFO : Epoch 1882 | loss: 0.0311292 | val_loss: 0.031172 | Time: 2807.14 ms [2020-12-17 17:17:42 main:581] : INFO : Epoch 1883 | loss: 0.0311296 | val_loss: 0.031171 | Time: 2805.09 ms [2020-12-17 17:17:45 main:581] : INFO : Epoch 1884 | loss: 0.0311326 | val_loss: 0.0311702 | Time: 2804.65 ms [2020-12-17 17:17:48 main:581] : INFO : Epoch 1885 | loss: 0.0311286 | val_loss: 0.0311687 | Time: 2836.36 ms [2020-12-17 17:17:51 main:581] : INFO : Epoch 1886 | loss: 0.0311266 | val_loss: 0.0311689 | Time: 2813.34 ms [2020-12-17 17:17:54 main:581] : INFO : Epoch 1887 | loss: 0.0311297 | val_loss: 0.0311698 | Time: 2799.83 ms [2020-12-17 17:17:56 main:581] : INFO : Epoch 1888 | loss: 0.0311307 | val_loss: 0.0311723 | Time: 2802.92 ms [2020-12-17 17:17:59 main:581] : INFO : Epoch 1889 | loss: 0.0311312 | val_loss: 0.0311703 | Time: 2808.41 ms [2020-12-17 17:18:02 main:581] : INFO : Epoch 1890 | loss: 0.0311284 | val_loss: 0.0311706 | Time: 2845.78 ms [2020-12-17 17:18:05 main:581] : INFO : Epoch 1891 | loss: 0.0311251 | val_loss: 0.0311734 | Time: 2813.91 ms [2020-12-17 17:18:08 main:581] : INFO : Epoch 1892 | loss: 0.0311234 | val_loss: 0.031174 | Time: 2816 ms [2020-12-17 17:18:10 main:581] : INFO : Epoch 1893 | loss: 0.0311247 | val_loss: 0.03117 | Time: 2809.17 ms [2020-12-17 17:18:13 main:581] : INFO : Epoch 1894 | loss: 0.0311225 | val_loss: 0.0311713 | Time: 2806.75 ms [2020-12-17 17:18:16 main:581] : INFO : Epoch 1895 | loss: 0.0311241 | val_loss: 0.0311685 | Time: 2817.25 ms [2020-12-17 17:18:19 main:581] : INFO : Epoch 1896 | loss: 0.0311269 | val_loss: 0.0311684 | Time: 2838.54 ms [2020-12-17 17:18:22 main:581] : INFO : Epoch 1897 | loss: 0.0311336 | val_loss: 0.0311637 | Time: 2800.52 ms [2020-12-17 17:18:25 main:581] : INFO : Epoch 1898 | loss: 0.0311359 | val_loss: 0.0311687 | Time: 2817.68 ms [2020-12-17 17:18:27 main:581] : INFO : Epoch 1899 | loss: 0.0311343 | val_loss: 0.03118 | Time: 2811.89 ms [2020-12-17 17:18:30 main:581] : INFO : Epoch 1900 | loss: 0.0311306 | val_loss: 0.0311662 | Time: 2811.98 ms [2020-12-17 17:18:33 main:581] : INFO : Epoch 1901 | loss: 0.0311297 | val_loss: 0.0311648 | Time: 2810.57 ms [2020-12-17 17:18:36 main:581] : INFO : Epoch 1902 | loss: 0.0311296 | val_loss: 0.0311649 | Time: 2806.2 ms [2020-12-17 17:18:39 main:581] : INFO : Epoch 1903 | loss: 0.0311297 | val_loss: 0.0311638 | Time: 2806.67 ms [2020-12-17 17:18:41 main:581] : INFO : Epoch 1904 | loss: 0.0311342 | val_loss: 0.0311642 | Time: 2807.97 ms [2020-12-17 17:18:44 main:581] : INFO : Epoch 1905 | loss: 0.0311335 | val_loss: 0.0311685 | Time: 2806.95 ms [2020-12-17 17:18:47 main:581] : INFO : Epoch 1906 | loss: 0.031138 | val_loss: 0.0311724 | Time: 2832.9 ms [2020-12-17 17:18:50 main:581] : INFO : Epoch 1907 | loss: 0.0311402 | val_loss: 0.0311696 | Time: 2812.61 ms [2020-12-17 17:18:53 main:581] : INFO : Epoch 1908 | loss: 0.0311303 | val_loss: 0.0311687 | Time: 2798.05 ms [2020-12-17 17:18:55 main:581] : INFO : Epoch 1909 | loss: 0.0311277 | val_loss: 0.0311736 | Time: 2807.48 ms [2020-12-17 17:18:58 main:581] : INFO : Epoch 1910 | loss: 0.0311265 | val_loss: 0.0311753 | Time: 2810.62 ms [2020-12-17 17:19:01 main:581] : INFO : Epoch 1911 | loss: 0.0311276 | val_loss: 0.0311695 | Time: 2837.62 ms [2020-12-17 17:19:04 main:581] : INFO : Epoch 1912 | loss: 0.031126 | val_loss: 0.0311735 | Time: 2815.19 ms [2020-12-17 17:19:07 main:581] : INFO : Epoch 1913 | loss: 0.0311276 | val_loss: 0.0311754 | Time: 2809.42 ms [2020-12-17 17:19:10 main:581] : INFO : Epoch 1914 | loss: 0.0311277 | val_loss: 0.0311681 | Time: 2813.36 ms [2020-12-17 17:19:12 main:581] : INFO : Epoch 1915 | loss: 0.0311269 | val_loss: 0.0311731 | Time: 2813.17 ms [2020-12-17 17:19:15 main:581] : INFO : Epoch 1916 | loss: 0.0311243 | val_loss: 0.0311677 | Time: 2802.89 ms [2020-12-17 17:19:18 main:581] : INFO : Epoch 1917 | loss: 0.0311295 | val_loss: 0.0311681 | Time: 2842.1 ms [2020-12-17 17:19:21 main:581] : INFO : Epoch 1918 | loss: 0.0311298 | val_loss: 0.0311725 | Time: 2814.76 ms [2020-12-17 17:19:24 main:581] : INFO : Epoch 1919 | loss: 0.0311312 | val_loss: 0.031169 | Time: 2814.41 ms [2020-12-17 17:19:26 main:581] : INFO : Epoch 1920 | loss: 0.0311376 | val_loss: 0.0311732 | Time: 2813.43 ms [2020-12-17 17:19:29 main:581] : INFO : Epoch 1921 | loss: 0.0311288 | val_loss: 0.031171 | Time: 2811.04 ms [2020-12-17 17:19:32 main:581] : INFO : Epoch 1922 | loss: 0.031127 | val_loss: 0.0311704 | Time: 2810.83 ms [2020-12-17 17:19:35 main:581] : INFO : Epoch 1923 | loss: 0.0311252 | val_loss: 0.0311712 | Time: 2820.08 ms [2020-12-17 17:19:38 main:581] : INFO : Epoch 1924 | loss: 0.0311333 | val_loss: 0.0311715 | Time: 2804.24 ms [2020-12-17 17:19:40 main:581] : INFO : Epoch 1925 | loss: 0.031131 | val_loss: 0.0311681 | Time: 2808.04 ms [2020-12-17 17:19:43 main:581] : INFO : Epoch 1926 | loss: 0.0311267 | val_loss: 0.0311711 | Time: 2806.39 ms [2020-12-17 17:19:46 main:581] : INFO : Epoch 1927 | loss: 0.0311287 | val_loss: 0.0311794 | Time: 2816.27 ms [2020-12-17 17:19:49 main:581] : INFO : Epoch 1928 | loss: 0.0311309 | val_loss: 0.031172 | Time: 2839.01 ms [2020-12-17 17:19:52 main:581] : INFO : Epoch 1929 | loss: 0.0311292 | val_loss: 0.0311727 | Time: 2817.4 ms [2020-12-17 17:19:55 main:581] : INFO : Epoch 1930 | loss: 0.0311272 | val_loss: 0.0311729 | Time: 2816.82 ms [2020-12-17 17:19:57 main:581] : INFO : Epoch 1931 | loss: 0.0311281 | val_loss: 0.0311686 | Time: 2817.32 ms [2020-12-17 17:20:00 main:581] : INFO : Epoch 1932 | loss: 0.0311278 | val_loss: 0.031165 | Time: 2841.08 ms [2020-12-17 17:20:03 main:581] : INFO : Epoch 1933 | loss: 0.03113 | val_loss: 0.0311741 | Time: 2818.98 ms [2020-12-17 17:20:06 main:581] : INFO : Epoch 1934 | loss: 0.0311279 | val_loss: 0.0311678 | Time: 2816.3 ms [2020-12-17 17:20:09 main:581] : INFO : Epoch 1935 | loss: 0.0311269 | val_loss: 0.0311694 | Time: 2817.27 ms [2020-12-17 17:20:11 main:581] : INFO : Epoch 1936 | loss: 0.0311257 | val_loss: 0.0311746 | Time: 2819.1 ms [2020-12-17 17:20:14 main:581] : INFO : Epoch 1937 | loss: 0.0311266 | val_loss: 0.0311785 | Time: 2815.62 ms [2020-12-17 17:20:17 main:581] : INFO : Epoch 1938 | loss: 0.0311253 | val_loss: 0.0311731 | Time: 2839.14 ms [2020-12-17 17:20:20 main:581] : INFO : Epoch 1939 | loss: 0.0311235 | val_loss: 0.0311701 | Time: 2814.89 ms [2020-12-17 17:20:23 main:581] : INFO : Epoch 1940 | loss: 0.0311236 | val_loss: 0.031173 | Time: 2812.24 ms [2020-12-17 17:20:26 main:581] : INFO : Epoch 1941 | loss: 0.0311214 | val_loss: 0.0311783 | Time: 2821.85 ms [2020-12-17 17:20:28 main:581] : INFO : Epoch 1942 | loss: 0.0311217 | val_loss: 0.0311704 | Time: 2807.57 ms [2020-12-17 17:20:31 main:581] : INFO : Epoch 1943 | loss: 0.0311259 | val_loss: 0.031182 | Time: 2817.23 ms [2020-12-17 17:20:34 main:581] : INFO : Epoch 1944 | loss: 0.0311244 | val_loss: 0.0311765 | Time: 2807.9 ms [2020-12-17 17:20:37 main:581] : INFO : Epoch 1945 | loss: 0.0311268 | val_loss: 0.0311713 | Time: 2818.57 ms [2020-12-17 17:20:40 main:581] : INFO : Epoch 1946 | loss: 0.0311226 | val_loss: 0.0311766 | Time: 2820.13 ms [2020-12-17 17:20:43 main:581] : INFO : Epoch 1947 | loss: 0.031127 | val_loss: 0.031176 | Time: 2819.75 ms [2020-12-17 17:20:45 main:581] : INFO : Epoch 1948 | loss: 0.0311286 | val_loss: 0.0311706 | Time: 2822.17 ms [2020-12-17 17:20:48 main:581] : INFO : Epoch 1949 | loss: 0.0311242 | val_loss: 0.0311741 | Time: 2839.22 ms [2020-12-17 17:20:51 main:581] : INFO : Epoch 1950 | loss: 0.0311261 | val_loss: 0.0311736 | Time: 2818 ms [2020-12-17 17:20:54 main:581] : INFO : Epoch 1951 | loss: 0.0311217 | val_loss: 0.0311729 | Time: 2815.43 ms [2020-12-17 17:20:57 main:581] : INFO : Epoch 1952 | loss: 0.0311213 | val_loss: 0.0311697 | Time: 2815.17 ms [2020-12-17 17:20:59 main:581] : INFO : Epoch 1953 | loss: 0.0311201 | val_loss: 0.0311704 | Time: 2812.19 ms [2020-12-17 17:21:02 main:581] : INFO : Epoch 1954 | loss: 0.0311182 | val_loss: 0.0311684 | Time: 2837.4 ms [2020-12-17 17:21:05 main:581] : INFO : Epoch 1955 | loss: 0.0311204 | val_loss: 0.0311727 | Time: 2813.63 ms [2020-12-17 17:21:08 main:581] : INFO : Epoch 1956 | loss: 0.0311233 | val_loss: 0.0311745 | Time: 2816.44 ms [2020-12-17 17:21:11 main:581] : INFO : Epoch 1957 | loss: 0.0311257 | val_loss: 0.0311906 | Time: 2814.67 ms [2020-12-17 17:21:14 main:581] : INFO : Epoch 1958 | loss: 0.0311242 | val_loss: 0.0311749 | Time: 2819.84 ms [2020-12-17 17:21:16 main:581] : INFO : Epoch 1959 | loss: 0.0311201 | val_loss: 0.0311696 | Time: 2819.32 ms [2020-12-17 17:21:19 main:581] : INFO : Epoch 1960 | loss: 0.0311211 | val_loss: 0.0311783 | Time: 2843.28 ms [2020-12-17 17:21:22 main:581] : INFO : Epoch 1961 | loss: 0.0311198 | val_loss: 0.0311673 | Time: 2814.23 ms [2020-12-17 17:21:25 main:581] : INFO : Epoch 1962 | loss: 0.0311175 | val_loss: 0.0311744 | Time: 2818.27 ms [2020-12-17 17:21:28 main:581] : INFO : Epoch 1963 | loss: 0.0311206 | val_loss: 0.0311815 | Time: 2811.29 ms [2020-12-17 17:21:30 main:581] : INFO : Epoch 1964 | loss: 0.0311194 | val_loss: 0.0311742 | Time: 2820.2 ms [2020-12-17 17:21:33 main:581] : INFO : Epoch 1965 | loss: 0.0311185 | val_loss: 0.0311698 | Time: 2819.62 ms [2020-12-17 17:21:36 main:581] : INFO : Epoch 1966 | loss: 0.0311205 | val_loss: 0.0311653 | Time: 2813.11 ms [2020-12-17 17:21:39 main:581] : INFO : Epoch 1967 | loss: 0.0311177 | val_loss: 0.0311792 | Time: 2816.75 ms [2020-12-17 17:21:42 main:581] : INFO : Epoch 1968 | loss: 0.0311167 | val_loss: 0.0311728 | Time: 2818.03 ms [2020-12-17 17:21:45 main:581] : INFO : Epoch 1969 | loss: 0.0311256 | val_loss: 0.0311645 | Time: 2807.65 ms [2020-12-17 17:21:47 main:581] : INFO : Epoch 1970 | loss: 0.0311222 | val_loss: 0.0311736 | Time: 2834.79 ms [2020-12-17 17:21:50 main:581] : INFO : Epoch 1971 | loss: 0.0311247 | val_loss: 0.0311697 | Time: 2813.98 ms [2020-12-17 17:21:53 main:581] : INFO : Epoch 1972 | loss: 0.0311328 | val_loss: 0.0311805 | Time: 2810.05 ms [2020-12-17 17:21:56 main:581] : INFO : Epoch 1973 | loss: 0.0311309 | val_loss: 0.0311724 | Time: 2814.97 ms [2020-12-17 17:21:59 main:581] : INFO : Epoch 1974 | loss: 0.0311278 | val_loss: 0.0311787 | Time: 2805.07 ms [2020-12-17 17:22:01 main:581] : INFO : Epoch 1975 | loss: 0.0311262 | val_loss: 0.031166 | Time: 2835.59 ms [2020-12-17 17:22:04 main:581] : INFO : Epoch 1976 | loss: 0.0311273 | val_loss: 0.0311671 | Time: 2818.67 ms [2020-12-17 17:22:07 main:581] : INFO : Epoch 1977 | loss: 0.031127 | val_loss: 0.0311819 | Time: 2818.17 ms [2020-12-17 17:22:10 main:581] : INFO : Epoch 1978 | loss: 0.0311259 | val_loss: 0.0311756 | Time: 2819.08 ms [2020-12-17 17:22:13 main:581] : INFO : Epoch 1979 | loss: 0.0311249 | val_loss: 0.0311796 | Time: 2819.14 ms [2020-12-17 17:22:16 main:581] : INFO : Epoch 1980 | loss: 0.031125 | val_loss: 0.0311857 | Time: 2818.75 ms [2020-12-17 17:22:18 main:581] : INFO : Epoch 1981 | loss: 0.0311219 | val_loss: 0.0311647 | Time: 2842.62 ms [2020-12-17 17:22:21 main:581] : INFO : Epoch 1982 | loss: 0.0311227 | val_loss: 0.0311717 | Time: 2817.65 ms [2020-12-17 17:22:24 main:581] : INFO : Epoch 1983 | loss: 0.0311234 | val_loss: 0.031174 | Time: 2817.67 ms [2020-12-17 17:22:27 main:581] : INFO : Epoch 1984 | loss: 0.0311215 | val_loss: 0.0311773 | Time: 2816.81 ms [2020-12-17 17:22:30 main:581] : INFO : Epoch 1985 | loss: 0.0311212 | val_loss: 0.0311749 | Time: 2820.55 ms [2020-12-17 17:22:32 main:581] : INFO : Epoch 1986 | loss: 0.0311174 | val_loss: 0.0311734 | Time: 2817.45 ms [2020-12-17 17:22:35 main:581] : INFO : Epoch 1987 | loss: 0.0311193 | val_loss: 0.0311777 | Time: 2818.43 ms [2020-12-17 17:22:38 main:581] : INFO : Epoch 1988 | loss: 0.0311194 | val_loss: 0.0311724 | Time: 2822.01 ms [2020-12-17 17:22:41 main:581] : INFO : Epoch 1989 | loss: 0.0311205 | val_loss: 0.0311752 | Time: 2820.2 ms [2020-12-17 17:22:44 main:581] : INFO : Epoch 1990 | loss: 0.0311223 | val_loss: 0.0311761 | Time: 2813.68 ms [2020-12-17 17:22:47 main:581] : INFO : Epoch 1991 | loss: 0.0311214 | val_loss: 0.0311759 | Time: 2824.07 ms [2020-12-17 17:22:49 main:581] : INFO : Epoch 1992 | loss: 0.0311227 | val_loss: 0.0311708 | Time: 2812.88 ms [2020-12-17 17:22:52 main:581] : INFO : Epoch 1993 | loss: 0.0311218 | val_loss: 0.0311692 | Time: 2815.61 ms [2020-12-17 17:22:55 main:581] : INFO : Epoch 1994 | loss: 0.0311212 | val_loss: 0.0311761 | Time: 2817.35 ms [2020-12-17 17:22:58 main:581] : INFO : Epoch 1995 | loss: 0.0311198 | val_loss: 0.0311823 | Time: 2816.93 ms [2020-12-17 17:23:01 main:581] : INFO : Epoch 1996 | loss: 0.0311162 | val_loss: 0.0311761 | Time: 2841.52 ms [2020-12-17 17:23:04 main:581] : INFO : Epoch 1997 | loss: 0.0311191 | val_loss: 0.0311733 | Time: 2818.13 ms [2020-12-17 17:23:06 main:581] : INFO : Epoch 1998 | loss: 0.0311172 | val_loss: 0.0311722 | Time: 2812.08 ms [2020-12-17 17:23:09 main:581] : INFO : Epoch 1999 | loss: 0.0311178 | val_loss: 0.0311744 | Time: 2820.63 ms [2020-12-17 17:23:12 main:581] : INFO : Epoch 2000 | loss: 0.0311172 | val_loss: 0.0311787 | Time: 2815.07 ms [2020-12-17 17:23:15 main:581] : INFO : Epoch 2001 | loss: 0.0311163 | val_loss: 0.0311786 | Time: 2818.55 ms [2020-12-17 17:23:18 main:581] : INFO : Epoch 2002 | loss: 0.0311158 | val_loss: 0.031171 | Time: 2841.37 ms [2020-12-17 17:23:20 main:581] : INFO : Epoch 2003 | loss: 0.0311234 | val_loss: 0.0311848 | Time: 2813.49 ms [2020-12-17 17:23:23 main:581] : INFO : Epoch 2004 | loss: 0.031125 | val_loss: 0.0311747 | Time: 2819.8 ms [2020-12-17 17:23:26 main:581] : INFO : Epoch 2005 | loss: 0.0311334 | val_loss: 0.0312088 | Time: 2856.27 ms [2020-12-17 17:23:29 main:581] : INFO : Epoch 2006 | loss: 0.0314415 | val_loss: 0.0321032 | Time: 2818.6 ms [2020-12-17 17:23:32 main:581] : INFO : Epoch 2007 | loss: 0.0383176 | val_loss: 0.033091 | Time: 2820.94 ms [2020-12-17 17:23:35 main:581] : INFO : Epoch 2008 | loss: 0.0341922 | val_loss: 0.111137 | Time: 2822.75 ms [2020-12-17 17:23:37 main:581] : INFO : Epoch 2009 | loss: 0.0469154 | val_loss: 0.0405393 | Time: 2822.68 ms [2020-12-17 17:23:40 main:581] : INFO : Epoch 2010 | loss: 0.0334318 | val_loss: 0.0319982 | Time: 2816.97 ms [2020-12-17 17:23:43 main:581] : INFO : Epoch 2011 | loss: 0.0314935 | val_loss: 0.0313537 | Time: 2825.79 ms [2020-12-17 17:23:46 main:581] : INFO : Epoch 2012 | loss: 0.0312967 | val_loss: 0.031278 | Time: 2814.42 ms [2020-12-17 17:23:49 main:581] : INFO : Epoch 2013 | loss: 0.0312596 | val_loss: 0.0312553 | Time: 2821.21 ms [2020-12-17 17:23:51 main:581] : INFO : Epoch 2014 | loss: 0.0312529 | val_loss: 0.0312522 | Time: 2819.16 ms [2020-12-17 17:23:54 main:581] : INFO : Epoch 2015 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 2811.78 ms [2020-12-17 17:23:57 main:581] : INFO : Epoch 2016 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 2813.54 ms [2020-12-17 17:24:00 main:581] : INFO : Epoch 2017 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2817.54 ms [2020-12-17 17:24:03 main:581] : INFO : Epoch 2018 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2821.21 ms [2020-12-17 17:24:06 main:581] : INFO : Epoch 2019 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2822 ms [2020-12-17 17:24:08 main:581] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2825.83 ms [2020-12-17 17:24:11 main:581] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2821.06 ms [2020-12-17 17:24:14 main:581] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2822.3 ms [2020-12-17 17:24:17 main:581] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2819.48 ms [2020-12-17 17:24:20 main:581] : INFO : Epoch 2024 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2821.32 ms [2020-12-17 17:24:23 main:581] : INFO : Epoch 2025 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2815.1 ms [2020-12-17 17:24:25 main:581] : INFO : Epoch 2026 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2824.2 ms [2020-12-17 17:24:28 main:581] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2817.67 ms [2020-12-17 17:24:31 main:581] : INFO : Epoch 2028 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2820.8 ms [2020-12-17 17:24:34 main:581] : INFO : Epoch 2029 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2822.68 ms [2020-12-17 17:24:37 main:581] : INFO : Epoch 2030 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2808.46 ms [2020-12-17 17:24:39 main:581] : INFO : Epoch 2031 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2821.17 ms [2020-12-17 17:24:42 main:581] : INFO : Epoch 2032 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 2806.76 ms [2020-12-17 17:24:45 main:581] : INFO : Epoch 2033 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 2820.61 ms [2020-12-17 17:24:48 main:581] : INFO : Epoch 2034 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2813.3 ms [2020-12-17 17:24:51 main:581] : INFO : Epoch 2035 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2815.65 ms [2020-12-17 17:24:54 main:581] : INFO : Epoch 2036 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2824.6 ms [2020-12-17 17:24:56 main:581] : INFO : Epoch 2037 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 2820.94 ms [2020-12-17 17:24:59 main:581] : INFO : Epoch 2038 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2816.03 ms [2020-12-17 17:25:02 main:581] : INFO : Epoch 2039 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2819.7 ms [2020-12-17 17:25:05 main:581] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2811.15 ms [2020-12-17 17:25:08 main:581] : INFO : Epoch 2041 | loss: 0.031247 | val_loss: 0.0312465 | Time: 2825.55 ms [2020-12-17 17:25:10 main:581] : INFO : Epoch 2042 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 2821.26 ms [2020-12-17 17:25:13 main:581] : INFO : Epoch 2043 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2821.81 ms [2020-12-17 17:25:16 main:581] : INFO : Epoch 2044 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2823.83 ms [2020-12-17 17:25:19 main:581] : INFO : Epoch 2045 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2820.42 ms [2020-12-17 17:25:22 main:581] : INFO : Epoch 2046 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2822.71 ms [2020-12-17 17:25:25 main:581] : INFO : Epoch 2047 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2824.16 ms [2020-12-17 17:25:27 main:581] : INFO : Epoch 2048 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 2824.21 ms [2020-12-17 17:25:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312443 [2020-12-17 17:25:27 main:610] : INFO : Saving end state to config to file [2020-12-17 17:25:27 main:615] : INFO : Success, exiting.. 17:25:27 (1813178): 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)