Task 3317411
| Name | ParityModified-1608176273-13496-0_0 |
| Workunit | 1584352 |
| Created | 17 Dec 2020, 3:37:54 UTC |
| Sent | 19 Dec 2020, 2:04:21 UTC |
| Report deadline | 27 Dec 2020, 2:04:21 UTC |
| Received | 19 Dec 2020, 5:17:29 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 11 sec |
| CPU time | 1 hours 36 min 6 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> 18 20:27:11 main:581] : INFO : Epoch 1538 | loss: 0.0309853 | val_loss: 0.0312868 | Time: 2814.45 ms [2020-12-18 20:27:14 main:581] : INFO : Epoch 1539 | loss: 0.0309824 | val_loss: 0.0313155 | Time: 2808.62 ms [2020-12-18 20:27:17 main:581] : INFO : Epoch 1540 | loss: 0.030982 | val_loss: 0.0313462 | Time: 2820.47 ms [2020-12-18 20:27:20 main:581] : INFO : Epoch 1541 | loss: 0.0309817 | val_loss: 0.0313303 | Time: 2810.21 ms [2020-12-18 20:27:22 main:581] : INFO : Epoch 1542 | loss: 0.0309791 | val_loss: 0.0313338 | Time: 2817.54 ms [2020-12-18 20:27:25 main:581] : INFO : Epoch 1543 | loss: 0.0309822 | val_loss: 0.0313303 | Time: 2808.05 ms [2020-12-18 20:27:28 main:581] : INFO : Epoch 1544 | loss: 0.0309843 | val_loss: 0.0313205 | Time: 2819.24 ms [2020-12-18 20:27:31 main:581] : INFO : Epoch 1545 | loss: 0.0309879 | val_loss: 0.0312791 | Time: 2814.68 ms [2020-12-18 20:27:34 main:581] : INFO : Epoch 1546 | loss: 0.0309901 | val_loss: 0.031297 | Time: 2807.66 ms [2020-12-18 20:27:36 main:581] : INFO : Epoch 1547 | loss: 0.0309801 | val_loss: 0.0312885 | Time: 2811.83 ms [2020-12-18 20:27:39 main:581] : INFO : Epoch 1548 | loss: 0.0309834 | val_loss: 0.031326 | Time: 2810.4 ms [2020-12-18 20:27:42 main:581] : INFO : Epoch 1549 | loss: 0.0309897 | val_loss: 0.0312667 | Time: 2810.59 ms [2020-12-18 20:27:45 main:581] : INFO : Epoch 1550 | loss: 0.030984 | val_loss: 0.031344 | Time: 2811.34 ms [2020-12-18 20:27:48 main:581] : INFO : Epoch 1551 | loss: 0.0309758 | val_loss: 0.0313545 | Time: 2834.26 ms [2020-12-18 20:27:50 main:581] : INFO : Epoch 1552 | loss: 0.0309788 | val_loss: 0.0312986 | Time: 2815.91 ms [2020-12-18 20:27:53 main:581] : INFO : Epoch 1553 | loss: 0.0309801 | val_loss: 0.031314 | Time: 2805.18 ms [2020-12-18 20:27:56 main:581] : INFO : Epoch 1554 | loss: 0.0309917 | val_loss: 0.0313422 | Time: 2807.25 ms [2020-12-18 20:27:59 main:581] : INFO : Epoch 1555 | loss: 0.0309785 | val_loss: 0.0313333 | Time: 2803.97 ms [2020-12-18 20:28:02 main:581] : INFO : Epoch 1556 | loss: 0.0309787 | val_loss: 0.0312901 | Time: 2836.69 ms [2020-12-18 20:28:05 main:581] : INFO : Epoch 1557 | loss: 0.030979 | val_loss: 0.0313288 | Time: 2808.24 ms [2020-12-18 20:28:07 main:581] : INFO : Epoch 1558 | loss: 0.0309855 | val_loss: 0.0313296 | Time: 2800.87 ms [2020-12-18 20:28:10 main:581] : INFO : Epoch 1559 | loss: 0.0309807 | val_loss: 0.0312889 | Time: 2801.39 ms [2020-12-18 20:28:13 main:581] : INFO : Epoch 1560 | loss: 0.0309846 | val_loss: 0.0312968 | Time: 2816.5 ms [2020-12-18 20:28:16 main:581] : INFO : Epoch 1561 | loss: 0.0309763 | val_loss: 0.0313281 | Time: 2813.69 ms [2020-12-18 20:28:19 main:581] : INFO : Epoch 1562 | loss: 0.0309765 | val_loss: 0.031289 | Time: 2843.48 ms [2020-12-18 20:28:21 main:581] : INFO : Epoch 1563 | loss: 0.0309757 | val_loss: 0.0313206 | Time: 2820.45 ms [2020-12-18 20:28:24 main:581] : INFO : Epoch 1564 | loss: 0.0309725 | val_loss: 0.0313192 | Time: 2819.7 ms [2020-12-18 20:28:27 main:581] : INFO : Epoch 1565 | loss: 0.0309826 | val_loss: 0.0313513 | Time: 2801.03 ms [2020-12-18 20:28:30 main:581] : INFO : Epoch 1566 | loss: 0.0309803 | val_loss: 0.0313228 | Time: 2812.51 ms [2020-12-18 20:28:33 main:581] : INFO : Epoch 1567 | loss: 0.0309786 | val_loss: 0.0313443 | Time: 2813.36 ms [2020-12-18 20:28:36 main:581] : INFO : Epoch 1568 | loss: 0.0309928 | val_loss: 0.0313401 | Time: 2813.38 ms [2020-12-18 20:28:38 main:581] : INFO : Epoch 1569 | loss: 0.0309923 | val_loss: 0.0313428 | Time: 2812.53 ms [2020-12-18 20:28:41 main:581] : INFO : Epoch 1570 | loss: 0.0309767 | val_loss: 0.0313596 | Time: 2812.93 ms [2020-12-18 20:28:44 main:581] : INFO : Epoch 1571 | loss: 0.030977 | val_loss: 0.0313145 | Time: 2809.99 ms [2020-12-18 20:28:47 main:581] : INFO : Epoch 1572 | loss: 0.030978 | val_loss: 0.0313165 | Time: 2822.98 ms [2020-12-18 20:28:50 main:581] : INFO : Epoch 1573 | loss: 0.0309729 | val_loss: 0.031307 | Time: 2812.51 ms [2020-12-18 20:28:52 main:581] : INFO : Epoch 1574 | loss: 0.030976 | val_loss: 0.0313295 | Time: 2812.13 ms [2020-12-18 20:28:55 main:581] : INFO : Epoch 1575 | loss: 0.0309778 | val_loss: 0.0313159 | Time: 2810.92 ms [2020-12-18 20:28:58 main:581] : INFO : Epoch 1576 | loss: 0.0309865 | val_loss: 0.0313189 | Time: 2814.69 ms [2020-12-18 20:29:01 main:581] : INFO : Epoch 1577 | loss: 0.0309792 | val_loss: 0.0313564 | Time: 2835.55 ms [2020-12-18 20:29:04 main:581] : INFO : Epoch 1578 | loss: 0.0309741 | val_loss: 0.0313343 | Time: 2811.8 ms [2020-12-18 20:29:06 main:581] : INFO : Epoch 1579 | loss: 0.0309782 | val_loss: 0.031351 | Time: 2811.78 ms [2020-12-18 20:29:09 main:581] : INFO : Epoch 1580 | loss: 0.0309748 | val_loss: 0.0313155 | Time: 2816.65 ms [2020-12-18 20:29:12 main:581] : INFO : Epoch 1581 | loss: 0.0309728 | val_loss: 0.0313131 | Time: 2815.43 ms [2020-12-18 20:29:15 main:581] : INFO : Epoch 1582 | loss: 0.0309786 | val_loss: 0.0312873 | Time: 2815.63 ms [2020-12-18 20:29:18 main:581] : INFO : Epoch 1583 | loss: 0.0309976 | val_loss: 0.0313074 | Time: 2839.59 ms [2020-12-18 20:29:21 main:581] : INFO : Epoch 1584 | loss: 0.0309917 | val_loss: 0.0313467 | Time: 2813.62 ms [2020-12-18 20:29:23 main:581] : INFO : Epoch 1585 | loss: 0.0309815 | val_loss: 0.0313145 | Time: 2811.77 ms [2020-12-18 20:29:26 main:581] : INFO : Epoch 1586 | loss: 0.0309777 | val_loss: 0.0313131 | Time: 2807.06 ms [2020-12-18 20:29:29 main:581] : INFO : Epoch 1587 | loss: 0.0309837 | val_loss: 0.0313216 | Time: 2811.22 ms [2020-12-18 20:29:32 main:581] : INFO : Epoch 1588 | loss: 0.0309849 | val_loss: 0.0312926 | Time: 2812.19 ms [2020-12-18 20:29:35 main:581] : INFO : Epoch 1589 | loss: 0.030986 | val_loss: 0.0313459 | Time: 2810.32 ms [2020-12-18 20:29:37 main:581] : INFO : Epoch 1590 | loss: 0.0309882 | val_loss: 0.0312919 | Time: 2805.23 ms [2020-12-18 20:29:40 main:581] : INFO : Epoch 1591 | loss: 0.0309937 | val_loss: 0.0313266 | Time: 2812.08 ms [2020-12-18 20:29:43 main:581] : INFO : Epoch 1592 | loss: 0.0309976 | val_loss: 0.0313323 | Time: 2809.38 ms [2020-12-18 20:29:46 main:581] : INFO : Epoch 1593 | loss: 0.0309865 | val_loss: 0.0313452 | Time: 2813.91 ms [2020-12-18 20:29:49 main:581] : INFO : Epoch 1594 | loss: 0.0309852 | val_loss: 0.0313508 | Time: 2832.6 ms [2020-12-18 20:29:52 main:581] : INFO : Epoch 1595 | loss: 0.0309941 | val_loss: 0.0313006 | Time: 2816.54 ms [2020-12-18 20:29:54 main:581] : INFO : Epoch 1596 | loss: 0.0309772 | val_loss: 0.0313268 | Time: 2813.4 ms [2020-12-18 20:29:57 main:581] : INFO : Epoch 1597 | loss: 0.0309731 | val_loss: 0.0313498 | Time: 2811.36 ms [2020-12-18 20:30:00 main:581] : INFO : Epoch 1598 | loss: 0.0309759 | val_loss: 0.0312931 | Time: 2835.27 ms [2020-12-18 20:30:03 main:581] : INFO : Epoch 1599 | loss: 0.0309855 | val_loss: 0.0313134 | Time: 2807.17 ms [2020-12-18 20:30:06 main:581] : INFO : Epoch 1600 | loss: 0.0309887 | val_loss: 0.0312789 | Time: 2812.63 ms [2020-12-18 20:30:08 main:581] : INFO : Epoch 1601 | loss: 0.030974 | val_loss: 0.0313317 | Time: 2811.87 ms [2020-12-18 20:30:11 main:581] : INFO : Epoch 1602 | loss: 0.0309738 | val_loss: 0.0313626 | Time: 2812.31 ms [2020-12-18 20:30:14 main:581] : INFO : Epoch 1603 | loss: 0.0309703 | val_loss: 0.0313308 | Time: 2817.89 ms [2020-12-18 20:30:17 main:581] : INFO : Epoch 1604 | loss: 0.0309749 | val_loss: 0.031316 | Time: 2826.15 ms [2020-12-18 20:30:20 main:581] : INFO : Epoch 1605 | loss: 0.0309897 | val_loss: 0.0313278 | Time: 2817.83 ms [2020-12-18 20:30:23 main:581] : INFO : Epoch 1606 | loss: 0.0309814 | val_loss: 0.0313367 | Time: 2815.48 ms [2020-12-18 20:30:25 main:581] : INFO : Epoch 1607 | loss: 0.0309791 | val_loss: 0.0313452 | Time: 2815.41 ms [2020-12-18 20:30:28 main:581] : INFO : Epoch 1608 | loss: 0.0309796 | val_loss: 0.0313402 | Time: 2815.57 ms [2020-12-18 20:30:31 main:581] : INFO : Epoch 1609 | loss: 0.0309767 | val_loss: 0.0313244 | Time: 2812.74 ms [2020-12-18 20:30:34 main:581] : INFO : Epoch 1610 | loss: 0.0309735 | val_loss: 0.0313026 | Time: 2815.89 ms [2020-12-18 20:30:37 main:581] : INFO : Epoch 1611 | loss: 0.0309772 | val_loss: 0.0313286 | Time: 2815.06 ms [2020-12-18 20:30:39 main:581] : INFO : Epoch 1612 | loss: 0.0309769 | val_loss: 0.0313523 | Time: 2816.96 ms [2020-12-18 20:30:42 main:581] : INFO : Epoch 1613 | loss: 0.0309767 | val_loss: 0.0312982 | Time: 2811.68 ms [2020-12-18 20:30:45 main:581] : INFO : Epoch 1614 | loss: 0.0309878 | val_loss: 0.0312954 | Time: 2811.61 ms [2020-12-18 20:30:48 main:581] : INFO : Epoch 1615 | loss: 0.0309891 | val_loss: 0.0313381 | Time: 2826.99 ms [2020-12-18 20:30:51 main:581] : INFO : Epoch 1616 | loss: 0.0309855 | val_loss: 0.0313211 | Time: 2804.58 ms [2020-12-18 20:30:53 main:581] : INFO : Epoch 1617 | loss: 0.0309861 | val_loss: 0.0312992 | Time: 2807.21 ms [2020-12-18 20:30:56 main:581] : INFO : Epoch 1618 | loss: 0.0309815 | val_loss: 0.031305 | Time: 2813.37 ms [2020-12-18 20:30:59 main:581] : INFO : Epoch 1619 | loss: 0.0309775 | val_loss: 0.0313754 | Time: 2810.64 ms [2020-12-18 20:31:02 main:581] : INFO : Epoch 1620 | loss: 0.0309887 | val_loss: 0.0312851 | Time: 2833.44 ms [2020-12-18 20:31:05 main:581] : INFO : Epoch 1621 | loss: 0.0309892 | val_loss: 0.0313044 | Time: 2812.42 ms [2020-12-18 20:31:08 main:581] : INFO : Epoch 1622 | loss: 0.030979 | val_loss: 0.031311 | Time: 2813.91 ms [2020-12-18 20:31:10 main:581] : INFO : Epoch 1623 | loss: 0.0309812 | val_loss: 0.0313457 | Time: 2811.96 ms [2020-12-18 20:31:13 main:581] : INFO : Epoch 1624 | loss: 0.0309877 | val_loss: 0.0313672 | Time: 2812.27 ms [2020-12-18 20:31:16 main:581] : INFO : Epoch 1625 | loss: 0.0309825 | val_loss: 0.0313116 | Time: 2813.64 ms [2020-12-18 20:31:19 main:581] : INFO : Epoch 1626 | loss: 0.0309778 | val_loss: 0.0313452 | Time: 2838.11 ms [2020-12-18 20:31:22 main:581] : INFO : Epoch 1627 | loss: 0.0309845 | val_loss: 0.0313196 | Time: 2816.55 ms [2020-12-18 20:31:24 main:581] : INFO : Epoch 1628 | loss: 0.0309865 | val_loss: 0.0313107 | Time: 2806.31 ms [2020-12-18 20:31:27 main:581] : INFO : Epoch 1629 | loss: 0.0309801 | val_loss: 0.0313123 | Time: 2798.55 ms [2020-12-18 20:31:30 main:581] : INFO : Epoch 1630 | loss: 0.0309763 | val_loss: 0.0313176 | Time: 2812.28 ms [2020-12-18 20:31:33 main:581] : INFO : Epoch 1631 | loss: 0.0309786 | val_loss: 0.0313104 | Time: 2809.21 ms [2020-12-18 20:31:36 main:581] : INFO : Epoch 1632 | loss: 0.030978 | val_loss: 0.0313407 | Time: 2815.85 ms [2020-12-18 20:31:39 main:581] : INFO : Epoch 1633 | loss: 0.0309816 | val_loss: 0.0313411 | Time: 2817.71 ms [2020-12-18 20:31:41 main:581] : INFO : Epoch 1634 | loss: 0.0309773 | val_loss: 0.0313083 | Time: 2815.53 ms [2020-12-18 20:31:44 main:581] : INFO : Epoch 1635 | loss: 0.0309721 | val_loss: 0.0313175 | Time: 2813.86 ms [2020-12-18 20:31:47 main:581] : INFO : Epoch 1636 | loss: 0.030985 | val_loss: 0.0313187 | Time: 2830.83 ms [2020-12-18 20:31:50 main:581] : INFO : Epoch 1637 | loss: 0.0309916 | val_loss: 0.0312707 | Time: 2812.96 ms [2020-12-18 20:31:53 main:581] : INFO : Epoch 1638 | loss: 0.0309806 | val_loss: 0.0312981 | Time: 2816.94 ms [2020-12-18 20:31:55 main:581] : INFO : Epoch 1639 | loss: 0.0309798 | val_loss: 0.0313361 | Time: 2813.03 ms [2020-12-18 20:31:58 main:581] : INFO : Epoch 1640 | loss: 0.0309809 | val_loss: 0.0313132 | Time: 2810.37 ms [2020-12-18 20:32:01 main:581] : INFO : Epoch 1641 | loss: 0.030976 | val_loss: 0.0313597 | Time: 2826.41 ms [2020-12-18 20:32:04 main:581] : INFO : Epoch 1642 | loss: 0.0309807 | val_loss: 0.0313528 | Time: 2810.92 ms [2020-12-18 20:32:07 main:581] : INFO : Epoch 1643 | loss: 0.0310883 | val_loss: 0.0318555 | Time: 2816.37 ms [2020-12-18 20:32:10 main:581] : INFO : Epoch 1644 | loss: 0.0312597 | val_loss: 0.0313799 | Time: 2814.99 ms [2020-12-18 20:32:12 main:581] : INFO : Epoch 1645 | loss: 0.0310607 | val_loss: 0.0313439 | Time: 2816.48 ms [2020-12-18 20:32:15 main:581] : INFO : Epoch 1646 | loss: 0.0309987 | val_loss: 0.0312948 | Time: 2816.38 ms [2020-12-18 20:32:18 main:581] : INFO : Epoch 1647 | loss: 0.0309869 | val_loss: 0.0313297 | Time: 2836.88 ms [2020-12-18 20:32:21 main:581] : INFO : Epoch 1648 | loss: 0.0309794 | val_loss: 0.0312713 | Time: 2815.34 ms [2020-12-18 20:32:24 main:581] : INFO : Epoch 1649 | loss: 0.0309909 | val_loss: 0.031347 | Time: 2810.98 ms [2020-12-18 20:32:26 main:581] : INFO : Epoch 1650 | loss: 0.0309993 | val_loss: 0.0312771 | Time: 2808.73 ms [2020-12-18 20:32:29 main:581] : INFO : Epoch 1651 | loss: 0.0309884 | val_loss: 0.03132 | Time: 2808.42 ms [2020-12-18 20:32:32 main:581] : INFO : Epoch 1652 | loss: 0.0309786 | val_loss: 0.0313624 | Time: 2804.54 ms [2020-12-18 20:32:35 main:581] : INFO : Epoch 1653 | loss: 0.0309788 | val_loss: 0.0313046 | Time: 2806.27 ms [2020-12-18 20:32:38 main:581] : INFO : Epoch 1654 | loss: 0.0309813 | val_loss: 0.0312844 | Time: 2809.17 ms [2020-12-18 20:32:40 main:581] : INFO : Epoch 1655 | loss: 0.0310017 | val_loss: 0.0312887 | Time: 2809.2 ms [2020-12-18 20:32:43 main:581] : INFO : Epoch 1656 | loss: 0.0309973 | val_loss: 0.0312921 | Time: 2807.62 ms [2020-12-18 20:32:46 main:581] : INFO : Epoch 1657 | loss: 0.0309876 | val_loss: 0.0313147 | Time: 2810.61 ms [2020-12-18 20:32:49 main:581] : INFO : Epoch 1658 | loss: 0.0310107 | val_loss: 0.0313197 | Time: 2833.84 ms [2020-12-18 20:32:52 main:581] : INFO : Epoch 1659 | loss: 0.0310118 | val_loss: 0.031334 | Time: 2807.64 ms [2020-12-18 20:32:55 main:581] : INFO : Epoch 1660 | loss: 0.0309882 | val_loss: 0.0313174 | Time: 2803.26 ms [2020-12-18 20:32:57 main:581] : INFO : Epoch 1661 | loss: 0.0309832 | val_loss: 0.0313142 | Time: 2810.4 ms [2020-12-18 20:33:00 main:581] : INFO : Epoch 1662 | loss: 0.0309821 | val_loss: 0.031313 | Time: 2831.14 ms [2020-12-18 20:33:03 main:581] : INFO : Epoch 1663 | loss: 0.030983 | val_loss: 0.0313078 | Time: 2799.12 ms [2020-12-18 20:33:06 main:581] : INFO : Epoch 1664 | loss: 0.0309793 | val_loss: 0.0313217 | Time: 2813.2 ms [2020-12-18 20:33:09 main:581] : INFO : Epoch 1665 | loss: 0.0309775 | val_loss: 0.0313126 | Time: 2806.82 ms [2020-12-18 20:33:11 main:581] : INFO : Epoch 1666 | loss: 0.0309788 | val_loss: 0.0313697 | Time: 2817.54 ms [2020-12-18 20:33:14 main:581] : INFO : Epoch 1667 | loss: 0.0309766 | val_loss: 0.0313255 | Time: 2810.72 ms [2020-12-18 20:33:17 main:581] : INFO : Epoch 1668 | loss: 0.0309787 | val_loss: 0.0313174 | Time: 2834.52 ms [2020-12-18 20:33:20 main:581] : INFO : Epoch 1669 | loss: 0.0309898 | val_loss: 0.0313034 | Time: 2809.47 ms [2020-12-18 20:33:23 main:581] : INFO : Epoch 1670 | loss: 0.0309858 | val_loss: 0.0313546 | Time: 2813.83 ms [2020-12-18 20:33:25 main:581] : INFO : Epoch 1671 | loss: 0.0309841 | val_loss: 0.0312812 | Time: 2810.19 ms [2020-12-18 20:33:28 main:581] : INFO : Epoch 1672 | loss: 0.0309848 | val_loss: 0.0313056 | Time: 2815.37 ms [2020-12-18 20:33:31 main:581] : INFO : Epoch 1673 | loss: 0.030982 | val_loss: 0.0313257 | Time: 2816.34 ms [2020-12-18 20:33:34 main:581] : INFO : Epoch 1674 | loss: 0.0309882 | val_loss: 0.0313028 | Time: 2814.93 ms [2020-12-18 20:33:37 main:581] : INFO : Epoch 1675 | loss: 0.0309805 | val_loss: 0.0313098 | Time: 2815.93 ms [2020-12-18 20:33:40 main:581] : INFO : Epoch 1676 | loss: 0.0310027 | val_loss: 0.0313459 | Time: 2814.59 ms [2020-12-18 20:33:42 main:581] : INFO : Epoch 1677 | loss: 0.0309879 | val_loss: 0.0313281 | Time: 2806.99 ms [2020-12-18 20:33:45 main:581] : INFO : Epoch 1678 | loss: 0.0309836 | val_loss: 0.0313626 | Time: 2806.05 ms [2020-12-18 20:33:48 main:581] : INFO : Epoch 1679 | loss: 0.0309734 | val_loss: 0.0313632 | Time: 2834.35 ms [2020-12-18 20:33:51 main:581] : INFO : Epoch 1680 | loss: 0.0309734 | val_loss: 0.0313273 | Time: 2809.84 ms [2020-12-18 20:33:54 main:581] : INFO : Epoch 1681 | loss: 0.0309731 | val_loss: 0.0313403 | Time: 2804.35 ms [2020-12-18 20:33:56 main:581] : INFO : Epoch 1682 | loss: 0.0309721 | val_loss: 0.0313011 | Time: 2815.69 ms [2020-12-18 20:33:59 main:581] : INFO : Epoch 1683 | loss: 0.030985 | val_loss: 0.0313226 | Time: 2816.84 ms [2020-12-18 20:34:02 main:581] : INFO : Epoch 1684 | loss: 0.0309815 | val_loss: 0.0312878 | Time: 2841.77 ms [2020-12-18 20:34:05 main:581] : INFO : Epoch 1685 | loss: 0.0309885 | val_loss: 0.0313134 | Time: 2814.65 ms [2020-12-18 20:34:08 main:581] : INFO : Epoch 1686 | loss: 0.0309765 | val_loss: 0.0313178 | Time: 2802.01 ms [2020-12-18 20:34:11 main:581] : INFO : Epoch 1687 | loss: 0.0309733 | val_loss: 0.0313104 | Time: 2812.09 ms [2020-12-18 20:34:13 main:581] : INFO : Epoch 1688 | loss: 0.0309941 | val_loss: 0.0313049 | Time: 2817.98 ms [2020-12-18 20:34:16 main:581] : INFO : Epoch 1689 | loss: 0.0310035 | val_loss: 0.0313138 | Time: 2812.71 ms [2020-12-18 20:34:19 main:581] : INFO : Epoch 1690 | loss: 0.0309799 | val_loss: 0.0313193 | Time: 2838.43 ms [2020-12-18 20:34:22 main:581] : INFO : Epoch 1691 | loss: 0.0309827 | val_loss: 0.031308 | Time: 2812.18 ms [2020-12-18 20:34:25 main:581] : INFO : Epoch 1692 | loss: 0.030992 | val_loss: 0.031304 | Time: 2812.73 ms [2020-12-18 20:34:27 main:581] : INFO : Epoch 1693 | loss: 0.0310058 | val_loss: 0.0312983 | Time: 2811.67 ms [2020-12-18 20:34:30 main:581] : INFO : Epoch 1694 | loss: 0.0309844 | val_loss: 0.0313229 | Time: 2804.83 ms [2020-12-18 20:34:33 main:581] : INFO : Epoch 1695 | loss: 0.0309781 | val_loss: 0.0313194 | Time: 2810.17 ms [2020-12-18 20:34:36 main:581] : INFO : Epoch 1696 | loss: 0.0309712 | val_loss: 0.0313415 | Time: 2808.97 ms [2020-12-18 20:34:39 main:581] : INFO : Epoch 1697 | loss: 0.0309733 | val_loss: 0.0313363 | Time: 2816 ms [2020-12-18 20:34:41 main:581] : INFO : Epoch 1698 | loss: 0.0309735 | val_loss: 0.0313068 | Time: 2814.88 ms [2020-12-18 20:34:44 main:581] : INFO : Epoch 1699 | loss: 0.0309819 | val_loss: 0.0313445 | Time: 2801.35 ms [2020-12-18 20:34:47 main:581] : INFO : Epoch 1700 | loss: 0.0309726 | val_loss: 0.0313104 | Time: 2822.7 ms [2020-12-18 20:34:50 main:581] : INFO : Epoch 1701 | loss: 0.0309788 | val_loss: 0.0313129 | Time: 2812.97 ms [2020-12-18 20:34:53 main:581] : INFO : Epoch 1702 | loss: 0.0309882 | val_loss: 0.0313028 | Time: 2812.66 ms [2020-12-18 20:34:56 main:581] : INFO : Epoch 1703 | loss: 0.0309863 | val_loss: 0.0313071 | Time: 2811.3 ms [2020-12-18 20:34:58 main:581] : INFO : Epoch 1704 | loss: 0.0309885 | val_loss: 0.0312802 | Time: 2806.04 ms [2020-12-18 20:35:01 main:581] : INFO : Epoch 1705 | loss: 0.0309802 | val_loss: 0.0313067 | Time: 2836.9 ms [2020-12-18 20:35:04 main:581] : INFO : Epoch 1706 | loss: 0.0309757 | val_loss: 0.0313381 | Time: 2815.34 ms [2020-12-18 20:35:07 main:581] : INFO : Epoch 1707 | loss: 0.0309795 | val_loss: 0.0313589 | Time: 2815.86 ms [2020-12-18 20:35:10 main:581] : INFO : Epoch 1708 | loss: 0.0309978 | val_loss: 0.0313172 | Time: 2815.1 ms [2020-12-18 20:35:12 main:581] : INFO : Epoch 1709 | loss: 0.0309849 | val_loss: 0.0313098 | Time: 2813.13 ms [2020-12-18 20:35:15 main:581] : INFO : Epoch 1710 | loss: 0.0309774 | val_loss: 0.031316 | Time: 2813.57 ms [2020-12-18 20:35:18 main:581] : INFO : Epoch 1711 | loss: 0.0309785 | val_loss: 0.0313265 | Time: 2830.12 ms [2020-12-18 20:35:21 main:581] : INFO : Epoch 1712 | loss: 0.0309746 | val_loss: 0.0313147 | Time: 2814.48 ms [2020-12-18 20:35:24 main:581] : INFO : Epoch 1713 | loss: 0.0309731 | val_loss: 0.0313186 | Time: 2818.51 ms [2020-12-18 20:35:27 main:581] : INFO : Epoch 1714 | loss: 0.0309812 | val_loss: 0.0313188 | Time: 2818.83 ms [2020-12-18 20:35:29 main:581] : INFO : Epoch 1715 | loss: 0.0309784 | val_loss: 0.0313256 | Time: 2817.01 ms [2020-12-18 20:35:32 main:581] : INFO : Epoch 1716 | loss: 0.0309792 | val_loss: 0.0313066 | Time: 2812.79 ms [2020-12-18 20:35:35 main:581] : INFO : Epoch 1717 | loss: 0.0309779 | val_loss: 0.0313292 | Time: 2813.9 ms [2020-12-18 20:35:38 main:581] : INFO : Epoch 1718 | loss: 0.0309764 | val_loss: 0.031343 | Time: 2812.74 ms [2020-12-18 20:35:41 main:581] : INFO : Epoch 1719 | loss: 0.0309787 | val_loss: 0.0313218 | Time: 2806.04 ms [2020-12-18 20:35:43 main:581] : INFO : Epoch 1720 | loss: 0.030976 | val_loss: 0.031343 | Time: 2809.48 ms [2020-12-18 20:35:46 main:581] : INFO : Epoch 1721 | loss: 0.0309774 | val_loss: 0.0313159 | Time: 2811.55 ms [2020-12-18 20:35:49 main:581] : INFO : Epoch 1722 | loss: 0.0309814 | val_loss: 0.0313377 | Time: 2822.12 ms [2020-12-18 20:35:52 main:581] : INFO : Epoch 1723 | loss: 0.0309857 | val_loss: 0.0312903 | Time: 2813.85 ms [2020-12-18 20:35:55 main:581] : INFO : Epoch 1724 | loss: 0.0309919 | val_loss: 0.0313312 | Time: 2803.19 ms [2020-12-18 20:35:57 main:581] : INFO : Epoch 1725 | loss: 0.030991 | val_loss: 0.0313138 | Time: 2806.35 ms [2020-12-18 20:36:00 main:581] : INFO : Epoch 1726 | loss: 0.0309839 | val_loss: 0.0313145 | Time: 2827.82 ms [2020-12-18 20:36:03 main:581] : INFO : Epoch 1727 | loss: 0.0309857 | val_loss: 0.0312919 | Time: 2797.09 ms [2020-12-18 20:36:06 main:581] : INFO : Epoch 1728 | loss: 0.0309771 | val_loss: 0.0313372 | Time: 2800.68 ms [2020-12-18 20:36:09 main:581] : INFO : Epoch 1729 | loss: 0.0309745 | val_loss: 0.0313479 | Time: 2801.66 ms [2020-12-18 20:36:12 main:581] : INFO : Epoch 1730 | loss: 0.0309766 | val_loss: 0.031339 | Time: 2807.24 ms [2020-12-18 20:36:14 main:581] : INFO : Epoch 1731 | loss: 0.0309692 | val_loss: 0.0313255 | Time: 2801.13 ms [2020-12-18 20:36:17 main:581] : INFO : Epoch 1732 | loss: 0.0309764 | val_loss: 0.0313236 | Time: 2829.83 ms [2020-12-18 20:36:20 main:581] : INFO : Epoch 1733 | loss: 0.0309874 | val_loss: 0.0313403 | Time: 2813.52 ms [2020-12-18 20:36:23 main:581] : INFO : Epoch 1734 | loss: 0.0309806 | val_loss: 0.031293 | Time: 2811.25 ms [2020-12-18 20:36:26 main:581] : INFO : Epoch 1735 | loss: 0.0309783 | val_loss: 0.0313117 | Time: 2808.04 ms [2020-12-18 20:36:28 main:581] : INFO : Epoch 1736 | loss: 0.030977 | val_loss: 0.0313409 | Time: 2805.38 ms [2020-12-18 20:36:31 main:581] : INFO : Epoch 1737 | loss: 0.030995 | val_loss: 0.0312814 | Time: 2807.91 ms [2020-12-18 20:36:34 main:581] : INFO : Epoch 1738 | loss: 0.030987 | val_loss: 0.031336 | Time: 2804.82 ms [2020-12-18 20:36:37 main:581] : INFO : Epoch 1739 | loss: 0.0309758 | val_loss: 0.031326 | Time: 2815.45 ms [2020-12-18 20:36:40 main:581] : INFO : Epoch 1740 | loss: 0.0309716 | val_loss: 0.0313439 | Time: 2815.03 ms [2020-12-18 20:36:42 main:581] : INFO : Epoch 1741 | loss: 0.0309825 | val_loss: 0.031323 | Time: 2811.28 ms [2020-12-18 20:36:45 main:581] : INFO : Epoch 1742 | loss: 0.0309837 | val_loss: 0.0313221 | Time: 2813.6 ms [2020-12-18 20:36:48 main:581] : INFO : Epoch 1743 | loss: 0.0309829 | val_loss: 0.0312882 | Time: 2837.11 ms [2020-12-18 20:36:51 main:581] : INFO : Epoch 1744 | loss: 0.0309902 | val_loss: 0.0312869 | Time: 2815.96 ms [2020-12-18 20:36:54 main:581] : INFO : Epoch 1745 | loss: 0.0309808 | val_loss: 0.031316 | Time: 2813.04 ms [2020-12-18 20:36:57 main:581] : INFO : Epoch 1746 | loss: 0.0309885 | val_loss: 0.0313007 | Time: 2799.81 ms [2020-12-18 20:36:59 main:581] : INFO : Epoch 1747 | loss: 0.030981 | val_loss: 0.0313376 | Time: 2810.28 ms [2020-12-18 20:37:02 main:581] : INFO : Epoch 1748 | loss: 0.0309786 | val_loss: 0.0313152 | Time: 2831.98 ms [2020-12-18 20:37:05 main:581] : INFO : Epoch 1749 | loss: 0.0309831 | val_loss: 0.0313073 | Time: 2810.84 ms [2020-12-18 20:37:08 main:581] : INFO : Epoch 1750 | loss: 0.0309813 | val_loss: 0.0313114 | Time: 2809.79 ms [2020-12-18 20:37:11 main:581] : INFO : Epoch 1751 | loss: 0.030984 | val_loss: 0.0313109 | Time: 2811.03 ms [2020-12-18 20:37:13 main:581] : INFO : Epoch 1752 | loss: 0.0309785 | val_loss: 0.0313055 | Time: 2807.59 ms [2020-12-18 20:37:16 main:581] : INFO : Epoch 1753 | loss: 0.0309918 | val_loss: 0.0313224 | Time: 2817.52 ms [2020-12-18 20:37:19 main:581] : INFO : Epoch 1754 | loss: 0.0309802 | val_loss: 0.0313411 | Time: 2840.32 ms [2020-12-18 20:37:22 main:581] : INFO : Epoch 1755 | loss: 0.0309891 | val_loss: 0.0313038 | Time: 2813.93 ms [2020-12-18 20:37:25 main:581] : INFO : Epoch 1756 | loss: 0.0309758 | val_loss: 0.0313771 | Time: 2809.57 ms [2020-12-18 20:37:28 main:581] : INFO : Epoch 1757 | loss: 0.0309771 | val_loss: 0.0313085 | Time: 2812.16 ms [2020-12-18 20:37:30 main:581] : INFO : Epoch 1758 | loss: 0.0309855 | val_loss: 0.0313724 | Time: 2808.21 ms [2020-12-18 20:37:33 main:581] : INFO : Epoch 1759 | loss: 0.0309743 | val_loss: 0.0313484 | Time: 2810.22 ms [2020-12-18 20:37:36 main:581] : INFO : Epoch 1760 | loss: 0.030979 | val_loss: 0.0313292 | Time: 2813.6 ms [2020-12-18 20:37:39 main:581] : INFO : Epoch 1761 | loss: 0.0309797 | val_loss: 0.0313425 | Time: 2812.81 ms [2020-12-18 20:37:42 main:581] : INFO : Epoch 1762 | loss: 0.0309809 | val_loss: 0.0313255 | Time: 2805.15 ms [2020-12-18 20:37:44 main:581] : INFO : Epoch 1763 | loss: 0.0309738 | val_loss: 0.031313 | Time: 2815.09 ms [2020-12-18 20:37:47 main:581] : INFO : Epoch 1764 | loss: 0.0309722 | val_loss: 0.0313518 | Time: 2838.99 ms [2020-12-18 20:37:50 main:581] : INFO : Epoch 1765 | loss: 0.0309706 | val_loss: 0.031299 | Time: 2820.1 ms [2020-12-18 20:37:53 main:581] : INFO : Epoch 1766 | loss: 0.0309757 | val_loss: 0.0313174 | Time: 2807.39 ms [2020-12-18 20:37:56 main:581] : INFO : Epoch 1767 | loss: 0.0309808 | val_loss: 0.0312866 | Time: 2806.31 ms [2020-12-18 20:37:58 main:581] : INFO : Epoch 1768 | loss: 0.0309775 | val_loss: 0.0313059 | Time: 2811.1 ms [2020-12-18 20:38:01 main:581] : INFO : Epoch 1769 | loss: 0.0309755 | val_loss: 0.0313219 | Time: 2823 ms [2020-12-18 20:38:04 main:581] : INFO : Epoch 1770 | loss: 0.0309731 | val_loss: 0.0313336 | Time: 2814.36 ms [2020-12-18 20:38:07 main:581] : INFO : Epoch 1771 | loss: 0.0309741 | val_loss: 0.0313046 | Time: 2815.71 ms [2020-12-18 20:38:10 main:581] : INFO : Epoch 1772 | loss: 0.0309923 | val_loss: 0.0312865 | Time: 2814.23 ms [2020-12-18 20:38:13 main:581] : INFO : Epoch 1773 | loss: 0.0309882 | val_loss: 0.0313197 | Time: 2813.55 ms [2020-12-18 20:38:15 main:581] : INFO : Epoch 1774 | loss: 0.0309778 | val_loss: 0.031305 | Time: 2808.54 ms [2020-12-18 20:38:18 main:581] : INFO : Epoch 1775 | loss: 0.0309845 | val_loss: 0.031298 | Time: 2830.42 ms [2020-12-18 20:38:21 main:581] : INFO : Epoch 1776 | loss: 0.0309925 | val_loss: 0.0313702 | Time: 2808.56 ms [2020-12-18 20:38:24 main:581] : INFO : Epoch 1777 | loss: 0.0309879 | val_loss: 0.0313413 | Time: 2800.61 ms [2020-12-18 20:38:27 main:581] : INFO : Epoch 1778 | loss: 0.0309802 | val_loss: 0.0313356 | Time: 2803.7 ms [2020-12-18 20:38:29 main:581] : INFO : Epoch 1779 | loss: 0.0309743 | val_loss: 0.0313134 | Time: 2797.69 ms [2020-12-18 20:38:32 main:581] : INFO : Epoch 1780 | loss: 0.0309738 | val_loss: 0.031341 | Time: 2807.76 ms [2020-12-18 20:38:35 main:581] : INFO : Epoch 1781 | loss: 0.0309802 | val_loss: 0.0313025 | Time: 2803.9 ms [2020-12-18 20:38:38 main:581] : INFO : Epoch 1782 | loss: 0.0309771 | val_loss: 0.0313222 | Time: 2812.71 ms [2020-12-18 20:38:41 main:581] : INFO : Epoch 1783 | loss: 0.030985 | val_loss: 0.031292 | Time: 2816.92 ms [2020-12-18 20:38:43 main:581] : INFO : Epoch 1784 | loss: 0.0309805 | val_loss: 0.0312882 | Time: 2811.64 ms [2020-12-18 20:38:46 main:581] : INFO : Epoch 1785 | loss: 0.0309818 | val_loss: 0.0313163 | Time: 2811.81 ms [2020-12-18 20:38:49 main:581] : INFO : Epoch 1786 | loss: 0.0309737 | val_loss: 0.0313343 | Time: 2842.68 ms [2020-12-18 20:38:52 main:581] : INFO : Epoch 1787 | loss: 0.0309809 | val_loss: 0.0312736 | Time: 2815.65 ms [2020-12-18 20:38:55 main:581] : INFO : Epoch 1788 | loss: 0.0309825 | val_loss: 0.0312845 | Time: 2815.06 ms [2020-12-18 20:38:58 main:581] : INFO : Epoch 1789 | loss: 0.0309864 | val_loss: 0.0313723 | Time: 2814.57 ms [2020-12-18 20:39:00 main:581] : INFO : Epoch 1790 | loss: 0.0309808 | val_loss: 0.031331 | Time: 2837.35 ms [2020-12-18 20:39:03 main:581] : INFO : Epoch 1791 | loss: 0.0309756 | val_loss: 0.0313378 | Time: 2814.52 ms [2020-12-18 20:39:06 main:581] : INFO : Epoch 1792 | loss: 0.0309665 | val_loss: 0.0313157 | Time: 2814.66 ms [2020-12-18 20:39:09 main:581] : INFO : Epoch 1793 | loss: 0.030978 | val_loss: 0.0313139 | Time: 2816.4 ms [2020-12-18 20:39:12 main:581] : INFO : Epoch 1794 | loss: 0.0309855 | val_loss: 0.0313697 | Time: 2816.35 ms [2020-12-18 20:39:14 main:581] : INFO : Epoch 1795 | loss: 0.0309817 | val_loss: 0.0313107 | Time: 2815.41 ms [2020-12-18 20:39:17 main:581] : INFO : Epoch 1796 | loss: 0.030978 | val_loss: 0.0313336 | Time: 2838.45 ms [2020-12-18 20:39:20 main:581] : INFO : Epoch 1797 | loss: 0.0309767 | val_loss: 0.0313169 | Time: 2816.81 ms [2020-12-18 20:39:23 main:581] : INFO : Epoch 1798 | loss: 0.0309783 | val_loss: 0.0313278 | Time: 2814.76 ms [2020-12-18 20:39:26 main:581] : INFO : Epoch 1799 | loss: 0.030982 | val_loss: 0.0312993 | Time: 2819.31 ms [2020-12-18 20:39:29 main:581] : INFO : Epoch 1800 | loss: 0.0309756 | val_loss: 0.0313364 | Time: 2817.27 ms [2020-12-18 20:39:31 main:581] : INFO : Epoch 1801 | loss: 0.0309786 | val_loss: 0.0313145 | Time: 2819.11 ms [2020-12-18 20:39:34 main:581] : INFO : Epoch 1802 | loss: 0.0309751 | val_loss: 0.0313007 | Time: 2816.11 ms [2020-12-18 20:39:37 main:581] : INFO : Epoch 1803 | loss: 0.0309713 | val_loss: 0.0313224 | Time: 2815.57 ms [2020-12-18 20:39:40 main:581] : INFO : Epoch 1804 | loss: 0.0309736 | val_loss: 0.0313576 | Time: 2814.4 ms [2020-12-18 20:39:43 main:581] : INFO : Epoch 1805 | loss: 0.0309771 | val_loss: 0.0313005 | Time: 2814.53 ms [2020-12-18 20:39:46 main:581] : INFO : Epoch 1806 | loss: 0.0309792 | val_loss: 0.0313252 | Time: 2815.82 ms [2020-12-18 20:39:48 main:581] : INFO : Epoch 1807 | loss: 0.0309818 | val_loss: 0.031289 | Time: 2835.08 ms [2020-12-18 20:39:51 main:581] : INFO : Epoch 1808 | loss: 0.0309748 | val_loss: 0.0312855 | Time: 2816.94 ms [2020-12-18 20:39:54 main:581] : INFO : Epoch 1809 | loss: 0.0309833 | val_loss: 0.0313481 | Time: 2814.53 ms [2020-12-18 20:39:57 main:581] : INFO : Epoch 1810 | loss: 0.0309945 | val_loss: 0.0312764 | Time: 2815.01 ms [2020-12-18 20:40:00 main:581] : INFO : Epoch 1811 | loss: 0.0310116 | val_loss: 0.0312974 | Time: 2814.91 ms [2020-12-18 20:40:02 main:581] : INFO : Epoch 1812 | loss: 0.0309928 | val_loss: 0.0313515 | Time: 2802.52 ms [2020-12-18 20:40:05 main:581] : INFO : Epoch 1813 | loss: 0.0309857 | val_loss: 0.0312927 | Time: 2805.69 ms [2020-12-18 20:40:08 main:581] : INFO : Epoch 1814 | loss: 0.0309824 | val_loss: 0.0313305 | Time: 2818.69 ms [2020-12-18 20:40:11 main:581] : INFO : Epoch 1815 | loss: 0.0309754 | val_loss: 0.0313253 | Time: 2812.85 ms [2020-12-18 20:40:14 main:581] : INFO : Epoch 1816 | loss: 0.0309727 | val_loss: 0.0313236 | Time: 2814.36 ms [2020-12-18 20:40:16 main:581] : INFO : Epoch 1817 | loss: 0.0309735 | val_loss: 0.0313403 | Time: 2807.83 ms [2020-12-18 20:40:19 main:581] : INFO : Epoch 1818 | loss: 0.0309819 | val_loss: 0.0313273 | Time: 2822.85 ms [2020-12-18 20:40:22 main:581] : INFO : Epoch 1819 | loss: 0.0309783 | val_loss: 0.031309 | Time: 2812.84 ms [2020-12-18 20:40:25 main:581] : INFO : Epoch 1820 | loss: 0.0309918 | val_loss: 0.0313137 | Time: 2808.54 ms [2020-12-18 20:40:28 main:581] : INFO : Epoch 1821 | loss: 0.0309785 | val_loss: 0.0313342 | Time: 2816.6 ms [2020-12-18 20:40:31 main:581] : INFO : Epoch 1822 | loss: 0.0309811 | val_loss: 0.0312848 | Time: 2816 ms [2020-12-18 20:40:33 main:581] : INFO : Epoch 1823 | loss: 0.030988 | val_loss: 0.0313472 | Time: 2812.7 ms [2020-12-18 20:40:36 main:581] : INFO : Epoch 1824 | loss: 0.0309864 | val_loss: 0.0313522 | Time: 2815.55 ms [2020-12-18 20:40:39 main:581] : INFO : Epoch 1825 | loss: 0.0309823 | val_loss: 0.0313482 | Time: 2813.34 ms [2020-12-18 20:40:42 main:581] : INFO : Epoch 1826 | loss: 0.0309799 | val_loss: 0.0313079 | Time: 2818.65 ms [2020-12-18 20:40:45 main:581] : INFO : Epoch 1827 | loss: 0.0309843 | val_loss: 0.031359 | Time: 2815.77 ms [2020-12-18 20:40:47 main:581] : INFO : Epoch 1828 | loss: 0.0309952 | val_loss: 0.0313411 | Time: 2838.42 ms [2020-12-18 20:40:50 main:581] : INFO : Epoch 1829 | loss: 0.0309883 | val_loss: 0.0313432 | Time: 2808.14 ms [2020-12-18 20:40:53 main:581] : INFO : Epoch 1830 | loss: 0.030983 | val_loss: 0.0313038 | Time: 2811.09 ms [2020-12-18 20:40:56 main:581] : INFO : Epoch 1831 | loss: 0.0309811 | val_loss: 0.0313544 | Time: 2818.25 ms [2020-12-18 20:40:59 main:581] : INFO : Epoch 1832 | loss: 0.0309935 | val_loss: 0.031313 | Time: 2817.24 ms [2020-12-18 20:41:02 main:581] : INFO : Epoch 1833 | loss: 0.030991 | val_loss: 0.0313076 | Time: 2841.34 ms [2020-12-18 20:41:04 main:581] : INFO : Epoch 1834 | loss: 0.0309825 | val_loss: 0.0313211 | Time: 2814.92 ms [2020-12-18 20:41:07 main:581] : INFO : Epoch 1835 | loss: 0.0309787 | val_loss: 0.0313284 | Time: 2815.45 ms [2020-12-18 20:41:10 main:581] : INFO : Epoch 1836 | loss: 0.0309764 | val_loss: 0.031349 | Time: 2816.88 ms [2020-12-18 20:41:13 main:581] : INFO : Epoch 1837 | loss: 0.0309826 | val_loss: 0.0313109 | Time: 2815.35 ms [2020-12-18 20:41:16 main:581] : INFO : Epoch 1838 | loss: 0.0309837 | val_loss: 0.0313343 | Time: 2816.81 ms [2020-12-18 20:41:18 main:581] : INFO : Epoch 1839 | loss: 0.0309764 | val_loss: 0.0313193 | Time: 2840.02 ms [2020-12-18 20:41:21 main:581] : INFO : Epoch 1840 | loss: 0.0309756 | val_loss: 0.0313114 | Time: 2809.01 ms [2020-12-18 20:41:24 main:581] : INFO : Epoch 1841 | loss: 0.030975 | val_loss: 0.0312977 | Time: 2816.58 ms [2020-12-18 20:41:27 main:581] : INFO : Epoch 1842 | loss: 0.0309812 | val_loss: 0.0313458 | Time: 2819.38 ms [2020-12-18 20:41:30 main:581] : INFO : Epoch 1843 | loss: 0.030977 | val_loss: 0.0313047 | Time: 2815.94 ms [2020-12-18 20:41:33 main:581] : INFO : Epoch 1844 | loss: 0.0309778 | val_loss: 0.0312852 | Time: 2816.99 ms [2020-12-18 20:41:35 main:581] : INFO : Epoch 1845 | loss: 0.030981 | val_loss: 0.031333 | Time: 2813.81 ms [2020-12-18 20:41:38 main:581] : INFO : Epoch 1846 | loss: 0.0309764 | val_loss: 0.0313392 | Time: 2817.54 ms [2020-12-18 20:41:41 main:581] : INFO : Epoch 1847 | loss: 0.0309765 | val_loss: 0.0313242 | Time: 2818.66 ms [2020-12-18 20:41:44 main:581] : INFO : Epoch 1848 | loss: 0.0309808 | val_loss: 0.0312979 | Time: 2817.79 ms [2020-12-18 20:41:47 main:581] : INFO : Epoch 1849 | loss: 0.0309905 | val_loss: 0.0312918 | Time: 2825.18 ms [2020-12-18 20:41:49 main:581] : INFO : Epoch 1850 | loss: 0.0309851 | val_loss: 0.0313254 | Time: 2816.47 ms [2020-12-18 20:41:52 main:581] : INFO : Epoch 1851 | loss: 0.0309822 | val_loss: 0.031312 | Time: 2817.53 ms [2020-12-18 20:41:55 main:581] : INFO : Epoch 1852 | loss: 0.0309774 | val_loss: 0.031309 | Time: 2813.84 ms [2020-12-18 20:41:58 main:581] : INFO : Epoch 1853 | loss: 0.030976 | val_loss: 0.0313281 | Time: 2814.09 ms [2020-12-18 20:42:01 main:581] : INFO : Epoch 1854 | loss: 0.0309826 | val_loss: 0.0313204 | Time: 2841.91 ms [2020-12-18 20:42:04 main:581] : INFO : Epoch 1855 | loss: 0.0309809 | val_loss: 0.0313378 | Time: 2819.66 ms [2020-12-18 20:42:06 main:581] : INFO : Epoch 1856 | loss: 0.0309779 | val_loss: 0.0313019 | Time: 2809.39 ms [2020-12-18 20:42:09 main:581] : INFO : Epoch 1857 | loss: 0.030983 | val_loss: 0.0313489 | Time: 2808.67 ms [2020-12-18 20:42:12 main:581] : INFO : Epoch 1858 | loss: 0.0309847 | val_loss: 0.0313252 | Time: 2815.67 ms [2020-12-18 20:42:15 main:581] : INFO : Epoch 1859 | loss: 0.0309871 | val_loss: 0.0312898 | Time: 2816.1 ms [2020-12-18 20:42:18 main:581] : INFO : Epoch 1860 | loss: 0.0309828 | val_loss: 0.0313164 | Time: 2834.79 ms [2020-12-18 20:42:20 main:581] : INFO : Epoch 1861 | loss: 0.0309746 | val_loss: 0.0312823 | Time: 2815.59 ms [2020-12-18 20:42:23 main:581] : INFO : Epoch 1862 | loss: 0.0309704 | val_loss: 0.0313183 | Time: 2815.88 ms [2020-12-18 20:42:26 main:581] : INFO : Epoch 1863 | loss: 0.0309764 | val_loss: 0.0313424 | Time: 2816.64 ms [2020-12-18 20:42:29 main:581] : INFO : Epoch 1864 | loss: 0.0309825 | val_loss: 0.031339 | Time: 2816.69 ms [2020-12-18 20:42:32 main:581] : INFO : Epoch 1865 | loss: 0.0309794 | val_loss: 0.0313576 | Time: 2813.94 ms [2020-12-18 20:42:35 main:581] : INFO : Epoch 1866 | loss: 0.030972 | val_loss: 0.0313379 | Time: 2807.49 ms [2020-12-18 20:42:37 main:581] : INFO : Epoch 1867 | loss: 0.0309731 | val_loss: 0.0313148 | Time: 2817.32 ms [2020-12-18 20:42:40 main:581] : INFO : Epoch 1868 | loss: 0.0309742 | val_loss: 0.0313152 | Time: 2819.21 ms [2020-12-18 20:42:43 main:581] : INFO : Epoch 1869 | loss: 0.0309753 | val_loss: 0.0313005 | Time: 2810.4 ms [2020-12-18 20:42:46 main:581] : INFO : Epoch 1870 | loss: 0.0309742 | val_loss: 0.0313052 | Time: 2815.87 ms [2020-12-18 20:42:49 main:581] : INFO : Epoch 1871 | loss: 0.0309825 | val_loss: 0.0312941 | Time: 2840.08 ms [2020-12-18 20:42:51 main:581] : INFO : Epoch 1872 | loss: 0.0309797 | val_loss: 0.0313357 | Time: 2821.34 ms [2020-12-18 20:42:54 main:581] : INFO : Epoch 1873 | loss: 0.030973 | val_loss: 0.0313068 | Time: 2824.75 ms [2020-12-18 20:42:57 main:581] : INFO : Epoch 1874 | loss: 0.0309794 | val_loss: 0.0313222 | Time: 2823.22 ms [2020-12-18 20:43:00 main:581] : INFO : Epoch 1875 | loss: 0.0309808 | val_loss: 0.0313154 | Time: 2844.79 ms [2020-12-18 20:43:03 main:581] : INFO : Epoch 1876 | loss: 0.0309798 | val_loss: 0.0313787 | Time: 2819.07 ms [2020-12-18 20:43:06 main:581] : INFO : Epoch 1877 | loss: 0.0309828 | val_loss: 0.031317 | Time: 2816.19 ms [2020-12-18 20:43:08 main:581] : INFO : Epoch 1878 | loss: 0.0309836 | val_loss: 0.0313212 | Time: 2815.75 ms [2020-12-18 20:43:11 main:581] : INFO : Epoch 1879 | loss: 0.030984 | val_loss: 0.0313543 | Time: 2816.62 ms [2020-12-18 20:43:14 main:581] : INFO : Epoch 1880 | loss: 0.0309817 | val_loss: 0.0313285 | Time: 2817.9 ms [2020-12-18 20:43:17 main:581] : INFO : Epoch 1881 | loss: 0.0309744 | val_loss: 0.0313122 | Time: 2834.66 ms [2020-12-18 20:43:20 main:581] : INFO : Epoch 1882 | loss: 0.0309777 | val_loss: 0.0313087 | Time: 2819.6 ms [2020-12-18 20:43:23 main:581] : INFO : Epoch 1883 | loss: 0.0309815 | val_loss: 0.0313122 | Time: 2813.87 ms [2020-12-18 20:43:25 main:581] : INFO : Epoch 1884 | loss: 0.0309837 | val_loss: 0.0313333 | Time: 2816.46 ms [2020-12-18 20:43:28 main:581] : INFO : Epoch 1885 | loss: 0.0309745 | val_loss: 0.0313067 | Time: 2821.86 ms [2020-12-18 20:43:31 main:581] : INFO : Epoch 1886 | loss: 0.030977 | val_loss: 0.0313455 | Time: 2813.57 ms [2020-12-18 20:43:34 main:581] : INFO : Epoch 1887 | loss: 0.0309754 | val_loss: 0.0313065 | Time: 2816.58 ms [2020-12-18 20:43:37 main:581] : INFO : Epoch 1888 | loss: 0.030978 | val_loss: 0.0313197 | Time: 2816.48 ms [2020-12-18 20:43:39 main:581] : INFO : Epoch 1889 | loss: 0.0309809 | val_loss: 0.0313272 | Time: 2812.98 ms [2020-12-18 20:43:42 main:581] : INFO : Epoch 1890 | loss: 0.0309733 | val_loss: 0.0313362 | Time: 2807.1 ms [2020-12-18 20:43:45 main:581] : INFO : Epoch 1891 | loss: 0.0309708 | val_loss: 0.0313468 | Time: 2812.2 ms [2020-12-18 20:43:48 main:581] : INFO : Epoch 1892 | loss: 0.0309762 | val_loss: 0.0313105 | Time: 2835.35 ms [2020-12-18 20:43:51 main:581] : INFO : Epoch 1893 | loss: 0.0309715 | val_loss: 0.0313311 | Time: 2809.39 ms [2020-12-18 20:43:54 main:581] : INFO : Epoch 1894 | loss: 0.030972 | val_loss: 0.031317 | Time: 2808.31 ms [2020-12-18 20:43:56 main:581] : INFO : Epoch 1895 | loss: 0.0309937 | val_loss: 0.0312954 | Time: 2802.24 ms [2020-12-18 20:43:59 main:581] : INFO : Epoch 1896 | loss: 0.0309917 | val_loss: 0.0313754 | Time: 2799.3 ms [2020-12-18 20:44:02 main:581] : INFO : Epoch 1897 | loss: 0.0309844 | val_loss: 0.0313144 | Time: 2825.92 ms [2020-12-18 20:44:05 main:581] : INFO : Epoch 1898 | loss: 0.0309789 | val_loss: 0.0313586 | Time: 2798.39 ms [2020-12-18 20:44:08 main:581] : INFO : Epoch 1899 | loss: 0.0309731 | val_loss: 0.0313192 | Time: 2803.81 ms [2020-12-18 20:44:10 main:581] : INFO : Epoch 1900 | loss: 0.0309819 | val_loss: 0.03134 | Time: 2800.52 ms [2020-12-18 20:44:13 main:581] : INFO : Epoch 1901 | loss: 0.0309802 | val_loss: 0.0313094 | Time: 2801.2 ms [2020-12-18 20:44:16 main:581] : INFO : Epoch 1902 | loss: 0.0309802 | val_loss: 0.0313361 | Time: 2805.25 ms [2020-12-18 20:44:19 main:581] : INFO : Epoch 1903 | loss: 0.0309782 | val_loss: 0.0313413 | Time: 2825.44 ms [2020-12-18 20:44:22 main:581] : INFO : Epoch 1904 | loss: 0.0309715 | val_loss: 0.031329 | Time: 2802.21 ms [2020-12-18 20:44:24 main:581] : INFO : Epoch 1905 | loss: 0.0309703 | val_loss: 0.0313054 | Time: 2802.22 ms [2020-12-18 20:44:27 main:581] : INFO : Epoch 1906 | loss: 0.0309788 | val_loss: 0.0312862 | Time: 2811.62 ms [2020-12-18 20:44:30 main:581] : INFO : Epoch 1907 | loss: 0.0309721 | val_loss: 0.0313198 | Time: 2817.03 ms [2020-12-18 20:44:33 main:581] : INFO : Epoch 1908 | loss: 0.0309848 | val_loss: 0.0313118 | Time: 2812.28 ms [2020-12-18 20:44:36 main:581] : INFO : Epoch 1909 | loss: 0.0309804 | val_loss: 0.031303 | Time: 2819.16 ms [2020-12-18 20:44:38 main:581] : INFO : Epoch 1910 | loss: 0.0309803 | val_loss: 0.0313479 | Time: 2815.59 ms [2020-12-18 20:44:41 main:581] : INFO : Epoch 1911 | loss: 0.030982 | val_loss: 0.0313231 | Time: 2812.79 ms [2020-12-18 20:44:44 main:581] : INFO : Epoch 1912 | loss: 0.0309779 | val_loss: 0.0313514 | Time: 2810.15 ms [2020-12-18 20:44:47 main:581] : INFO : Epoch 1913 | loss: 0.0309817 | val_loss: 0.0313307 | Time: 2833.88 ms [2020-12-18 20:44:50 main:581] : INFO : Epoch 1914 | loss: 0.030981 | val_loss: 0.0312928 | Time: 2816.06 ms [2020-12-18 20:44:53 main:581] : INFO : Epoch 1915 | loss: 0.030991 | val_loss: 0.0313092 | Time: 2810.63 ms [2020-12-18 20:44:55 main:581] : INFO : Epoch 1916 | loss: 0.0309876 | val_loss: 0.0312864 | Time: 2808.3 ms [2020-12-18 20:44:58 main:581] : INFO : Epoch 1917 | loss: 0.0309827 | val_loss: 0.031307 | Time: 2809.27 ms [2020-12-18 20:45:01 main:581] : INFO : Epoch 1918 | loss: 0.0309832 | val_loss: 0.0313047 | Time: 2831.81 ms [2020-12-18 20:45:04 main:581] : INFO : Epoch 1919 | loss: 0.030978 | val_loss: 0.0313003 | Time: 2814.19 ms [2020-12-18 20:45:07 main:581] : INFO : Epoch 1920 | loss: 0.0309721 | val_loss: 0.0313289 | Time: 2812.02 ms [2020-12-18 20:45:09 main:581] : INFO : Epoch 1921 | loss: 0.0309763 | val_loss: 0.0313409 | Time: 2810.59 ms [2020-12-18 20:45:12 main:581] : INFO : Epoch 1922 | loss: 0.0309838 | val_loss: 0.0312951 | Time: 2813.21 ms [2020-12-18 20:45:15 main:581] : INFO : Epoch 1923 | loss: 0.0309833 | val_loss: 0.0313563 | Time: 2811.85 ms [2020-12-18 20:45:18 main:581] : INFO : Epoch 1924 | loss: 0.0309779 | val_loss: 0.0313015 | Time: 2835.7 ms [2020-12-18 20:45:21 main:581] : INFO : Epoch 1925 | loss: 0.0309864 | val_loss: 0.0313246 | Time: 2812.92 ms [2020-12-18 20:45:24 main:581] : INFO : Epoch 1926 | loss: 0.0309867 | val_loss: 0.031324 | Time: 2807.54 ms [2020-12-18 20:45:26 main:581] : INFO : Epoch 1927 | loss: 0.030981 | val_loss: 0.0312976 | Time: 2808.88 ms [2020-12-18 20:45:29 main:581] : INFO : Epoch 1928 | loss: 0.0309934 | val_loss: 0.0313375 | Time: 2813.64 ms [2020-12-18 20:45:32 main:581] : INFO : Epoch 1929 | loss: 0.0309838 | val_loss: 0.0313079 | Time: 2807.08 ms [2020-12-18 20:45:35 main:581] : INFO : Epoch 1930 | loss: 0.0309797 | val_loss: 0.0313407 | Time: 2806.66 ms [2020-12-18 20:45:38 main:581] : INFO : Epoch 1931 | loss: 0.0309871 | val_loss: 0.0312719 | Time: 2814.93 ms [2020-12-18 20:45:40 main:581] : INFO : Epoch 1932 | loss: 0.0309896 | val_loss: 0.0313421 | Time: 2816.34 ms [2020-12-18 20:45:43 main:581] : INFO : Epoch 1933 | loss: 0.0309753 | val_loss: 0.031343 | Time: 2814.79 ms [2020-12-18 20:45:46 main:581] : INFO : Epoch 1934 | loss: 0.0309726 | val_loss: 0.0313235 | Time: 2816.68 ms [2020-12-18 20:45:49 main:581] : INFO : Epoch 1935 | loss: 0.0309833 | val_loss: 0.0313242 | Time: 2836.38 ms [2020-12-18 20:45:52 main:581] : INFO : Epoch 1936 | loss: 0.0309849 | val_loss: 0.0313002 | Time: 2810.9 ms [2020-12-18 20:45:54 main:581] : INFO : Epoch 1937 | loss: 0.0309893 | val_loss: 0.0313339 | Time: 2808.26 ms [2020-12-18 20:45:57 main:581] : INFO : Epoch 1938 | loss: 0.0309784 | val_loss: 0.0313194 | Time: 2816.6 ms [2020-12-18 20:46:00 main:581] : INFO : Epoch 1939 | loss: 0.0309774 | val_loss: 0.0313361 | Time: 2838.7 ms [2020-12-18 20:46:03 main:581] : INFO : Epoch 1940 | loss: 0.0310009 | val_loss: 0.0312529 | Time: 2814.94 ms [2020-12-18 20:46:06 main:581] : INFO : Epoch 1941 | loss: 0.0310152 | val_loss: 0.0312771 | Time: 2813.92 ms [2020-12-18 20:46:09 main:581] : INFO : Epoch 1942 | loss: 0.0309875 | val_loss: 0.03135 | Time: 2811.63 ms [2020-12-18 20:46:11 main:581] : INFO : Epoch 1943 | loss: 0.0309775 | val_loss: 0.03132 | Time: 2816.65 ms [2020-12-18 20:46:14 main:581] : INFO : Epoch 1944 | loss: 0.0309765 | val_loss: 0.0313077 | Time: 2816.83 ms [2020-12-18 20:46:17 main:581] : INFO : Epoch 1945 | loss: 0.0309772 | val_loss: 0.0313104 | Time: 2837.32 ms [2020-12-18 20:46:20 main:581] : INFO : Epoch 1946 | loss: 0.030975 | val_loss: 0.031332 | Time: 2816.07 ms [2020-12-18 20:46:23 main:581] : INFO : Epoch 1947 | loss: 0.0309668 | val_loss: 0.0313443 | Time: 2813.2 ms [2020-12-18 20:46:25 main:581] : INFO : Epoch 1948 | loss: 0.0309653 | val_loss: 0.0313264 | Time: 2813.62 ms [2020-12-18 20:46:28 main:581] : INFO : Epoch 1949 | loss: 0.0309794 | val_loss: 0.031305 | Time: 2814.26 ms [2020-12-18 20:46:31 main:581] : INFO : Epoch 1950 | loss: 0.0309808 | val_loss: 0.0313015 | Time: 2810.92 ms [2020-12-18 20:46:34 main:581] : INFO : Epoch 1951 | loss: 0.030989 | val_loss: 0.0312853 | Time: 2813 ms [2020-12-18 20:46:37 main:581] : INFO : Epoch 1952 | loss: 0.0309844 | val_loss: 0.0313411 | Time: 2811.98 ms [2020-12-18 20:46:40 main:581] : INFO : Epoch 1953 | loss: 0.0309807 | val_loss: 0.0313146 | Time: 2803.9 ms [2020-12-18 20:46:42 main:581] : INFO : Epoch 1954 | loss: 0.0309869 | val_loss: 0.0313253 | Time: 2810.25 ms [2020-12-18 20:46:45 main:581] : INFO : Epoch 1955 | loss: 0.0309784 | val_loss: 0.0313294 | Time: 2807.17 ms [2020-12-18 20:46:48 main:581] : INFO : Epoch 1956 | loss: 0.0309806 | val_loss: 0.0313038 | Time: 2839.86 ms [2020-12-18 20:46:51 main:581] : INFO : Epoch 1957 | loss: 0.0309724 | val_loss: 0.031309 | Time: 2818.51 ms [2020-12-18 20:46:54 main:581] : INFO : Epoch 1958 | loss: 0.0309768 | val_loss: 0.031337 | Time: 2816.11 ms [2020-12-18 20:46:56 main:581] : INFO : Epoch 1959 | loss: 0.0309695 | val_loss: 0.0312997 | Time: 2815.11 ms [2020-12-18 20:46:59 main:581] : INFO : Epoch 1960 | loss: 0.0309772 | val_loss: 0.0313032 | Time: 2813.02 ms [2020-12-18 20:47:02 main:581] : INFO : Epoch 1961 | loss: 0.0309775 | val_loss: 0.0313076 | Time: 2830.65 ms [2020-12-18 20:47:05 main:581] : INFO : Epoch 1962 | loss: 0.0309757 | val_loss: 0.031337 | Time: 2812.38 ms [2020-12-18 20:47:08 main:581] : INFO : Epoch 1963 | loss: 0.0309698 | val_loss: 0.0312926 | Time: 2808.8 ms [2020-12-18 20:47:11 main:581] : INFO : Epoch 1964 | loss: 0.0309852 | val_loss: 0.0313107 | Time: 2807.38 ms [2020-12-18 20:47:13 main:581] : INFO : Epoch 1965 | loss: 0.0309857 | val_loss: 0.0313459 | Time: 2813.59 ms [2020-12-18 20:47:16 main:581] : INFO : Epoch 1966 | loss: 0.0309776 | val_loss: 0.031321 | Time: 2806.28 ms [2020-12-18 20:47:19 main:581] : INFO : Epoch 1967 | loss: 0.0309774 | val_loss: 0.0313169 | Time: 2831.79 ms [2020-12-18 20:47:22 main:581] : INFO : Epoch 1968 | loss: 0.0309776 | val_loss: 0.0313213 | Time: 2816.54 ms [2020-12-18 20:47:25 main:581] : INFO : Epoch 1969 | loss: 0.0309753 | val_loss: 0.031339 | Time: 2809.16 ms [2020-12-18 20:47:27 main:581] : INFO : Epoch 1970 | loss: 0.0309766 | val_loss: 0.0313429 | Time: 2801.94 ms [2020-12-18 20:47:30 main:581] : INFO : Epoch 1971 | loss: 0.0309784 | val_loss: 0.0313269 | Time: 2811.76 ms [2020-12-18 20:47:33 main:581] : INFO : Epoch 1972 | loss: 0.0309735 | val_loss: 0.031326 | Time: 2813.06 ms [2020-12-18 20:47:36 main:581] : INFO : Epoch 1973 | loss: 0.0309803 | val_loss: 0.031337 | Time: 2803.73 ms [2020-12-18 20:47:39 main:581] : INFO : Epoch 1974 | loss: 0.0309755 | val_loss: 0.0313302 | Time: 2818.19 ms [2020-12-18 20:47:41 main:581] : INFO : Epoch 1975 | loss: 0.0309777 | val_loss: 0.0313504 | Time: 2818.16 ms [2020-12-18 20:47:44 main:581] : INFO : Epoch 1976 | loss: 0.0309728 | val_loss: 0.0313038 | Time: 2815.6 ms [2020-12-18 20:47:47 main:581] : INFO : Epoch 1977 | loss: 0.0309774 | val_loss: 0.0313046 | Time: 2837.73 ms [2020-12-18 20:47:50 main:581] : INFO : Epoch 1978 | loss: 0.0309885 | val_loss: 0.0313053 | Time: 2809.98 ms [2020-12-18 20:47:53 main:581] : INFO : Epoch 1979 | loss: 0.0309789 | val_loss: 0.0313496 | Time: 2808.48 ms [2020-12-18 20:47:56 main:581] : INFO : Epoch 1980 | loss: 0.0309774 | val_loss: 0.0313225 | Time: 2813.66 ms [2020-12-18 20:47:58 main:581] : INFO : Epoch 1981 | loss: 0.0309802 | val_loss: 0.0313596 | Time: 2813.77 ms [2020-12-18 20:48:01 main:581] : INFO : Epoch 1982 | loss: 0.0309907 | val_loss: 0.0313209 | Time: 2834.57 ms [2020-12-18 20:48:04 main:581] : INFO : Epoch 1983 | loss: 0.0309905 | val_loss: 0.0313186 | Time: 2814.3 ms [2020-12-18 20:48:07 main:581] : INFO : Epoch 1984 | loss: 0.030986 | val_loss: 0.0313027 | Time: 2803.39 ms [2020-12-18 20:48:10 main:581] : INFO : Epoch 1985 | loss: 0.030982 | val_loss: 0.0313232 | Time: 2815.15 ms [2020-12-18 20:48:12 main:581] : INFO : Epoch 1986 | loss: 0.0309927 | val_loss: 0.0313186 | Time: 2812.9 ms [2020-12-18 20:48:15 main:581] : INFO : Epoch 1987 | loss: 0.0309902 | val_loss: 0.0313114 | Time: 2813.77 ms [2020-12-18 20:48:18 main:581] : INFO : Epoch 1988 | loss: 0.0309887 | val_loss: 0.0313708 | Time: 2834.05 ms [2020-12-18 20:48:21 main:581] : INFO : Epoch 1989 | loss: 0.0309982 | val_loss: 0.0313311 | Time: 2803.31 ms [2020-12-18 20:48:24 main:581] : INFO : Epoch 1990 | loss: 0.0309814 | val_loss: 0.0313343 | Time: 2799 ms [2020-12-18 20:48:27 main:581] : INFO : Epoch 1991 | loss: 0.030979 | val_loss: 0.0313245 | Time: 2799.99 ms [2020-12-18 20:48:29 main:581] : INFO : Epoch 1992 | loss: 0.0309788 | val_loss: 0.0313088 | Time: 2812.52 ms [2020-12-18 20:48:32 main:581] : INFO : Epoch 1993 | loss: 0.0309774 | val_loss: 0.0313333 | Time: 2801.43 ms [2020-12-18 20:48:35 main:581] : INFO : Epoch 1994 | loss: 0.0309765 | val_loss: 0.0313452 | Time: 2809.48 ms [2020-12-18 20:48:38 main:581] : INFO : Epoch 1995 | loss: 0.0309713 | val_loss: 0.0313062 | Time: 2818.71 ms [2020-12-18 20:48:41 main:581] : INFO : Epoch 1996 | loss: 0.0309737 | val_loss: 0.0313331 | Time: 2809.31 ms [2020-12-18 20:48:43 main:581] : INFO : Epoch 1997 | loss: 0.0309724 | val_loss: 0.0313371 | Time: 2806.34 ms [2020-12-18 20:48:46 main:581] : INFO : Epoch 1998 | loss: 0.0309802 | val_loss: 0.0313713 | Time: 2808.37 ms [2020-12-18 20:48:49 main:581] : INFO : Epoch 1999 | loss: 0.0309969 | val_loss: 0.0313323 | Time: 2831.41 ms [2020-12-18 20:48:52 main:581] : INFO : Epoch 2000 | loss: 0.0309884 | val_loss: 0.0312961 | Time: 2806.8 ms [2020-12-18 20:48:55 main:581] : INFO : Epoch 2001 | loss: 0.0309808 | val_loss: 0.0313123 | Time: 2814.39 ms [2020-12-18 20:48:57 main:581] : INFO : Epoch 2002 | loss: 0.0309786 | val_loss: 0.0313378 | Time: 2814.44 ms [2020-12-18 20:49:00 main:581] : INFO : Epoch 2003 | loss: 0.0309858 | val_loss: 0.0312683 | Time: 2832.74 ms [2020-12-18 20:49:03 main:581] : INFO : Epoch 2004 | loss: 0.0309825 | val_loss: 0.031305 | Time: 2812.67 ms [2020-12-18 20:49:06 main:581] : INFO : Epoch 2005 | loss: 0.0309775 | val_loss: 0.0313065 | Time: 2810.73 ms [2020-12-18 20:49:09 main:581] : INFO : Epoch 2006 | loss: 0.0309672 | val_loss: 0.0313223 | Time: 2808.9 ms [2020-12-18 20:49:12 main:581] : INFO : Epoch 2007 | loss: 0.0309723 | val_loss: 0.0313308 | Time: 2809.63 ms [2020-12-18 20:49:14 main:581] : INFO : Epoch 2008 | loss: 0.0309921 | val_loss: 0.0312885 | Time: 2810.74 ms [2020-12-18 20:49:17 main:581] : INFO : Epoch 2009 | loss: 0.0309901 | val_loss: 0.0313431 | Time: 2836.09 ms [2020-12-18 20:49:20 main:581] : INFO : Epoch 2010 | loss: 0.0309815 | val_loss: 0.0313374 | Time: 2810.91 ms [2020-12-18 20:49:23 main:581] : INFO : Epoch 2011 | loss: 0.0309703 | val_loss: 0.031306 | Time: 2806.41 ms [2020-12-18 20:49:26 main:581] : INFO : Epoch 2012 | loss: 0.0309719 | val_loss: 0.031321 | Time: 2808.33 ms [2020-12-18 20:49:28 main:581] : INFO : Epoch 2013 | loss: 0.0309832 | val_loss: 0.0313501 | Time: 2810.41 ms [2020-12-18 20:49:31 main:581] : INFO : Epoch 2014 | loss: 0.0310103 | val_loss: 0.0312752 | Time: 2814.8 ms [2020-12-18 20:49:34 main:581] : INFO : Epoch 2015 | loss: 0.0309883 | val_loss: 0.0313322 | Time: 2814.39 ms [2020-12-18 20:49:37 main:581] : INFO : Epoch 2016 | loss: 0.030982 | val_loss: 0.0313302 | Time: 2808.94 ms [2020-12-18 20:49:40 main:581] : INFO : Epoch 2017 | loss: 0.0309843 | val_loss: 0.0313408 | Time: 2807.29 ms [2020-12-18 20:49:42 main:581] : INFO : Epoch 2018 | loss: 0.0309827 | val_loss: 0.0313272 | Time: 2817.34 ms [2020-12-18 20:49:45 main:581] : INFO : Epoch 2019 | loss: 0.0309759 | val_loss: 0.0313398 | Time: 2807.85 ms [2020-12-18 20:49:48 main:581] : INFO : Epoch 2020 | loss: 0.0309756 | val_loss: 0.0313138 | Time: 2837.67 ms [2020-12-18 20:49:51 main:581] : INFO : Epoch 2021 | loss: 0.030982 | val_loss: 0.0313138 | Time: 2815.46 ms [2020-12-18 20:49:54 main:581] : INFO : Epoch 2022 | loss: 0.0309791 | val_loss: 0.0313011 | Time: 2816.26 ms [2020-12-18 20:49:57 main:581] : INFO : Epoch 2023 | loss: 0.0309726 | val_loss: 0.0313038 | Time: 2805.57 ms [2020-12-18 20:49:59 main:581] : INFO : Epoch 2024 | loss: 0.0309819 | val_loss: 0.031301 | Time: 2818.53 ms [2020-12-18 20:50:02 main:581] : INFO : Epoch 2025 | loss: 0.0309815 | val_loss: 0.0313359 | Time: 2836.62 ms [2020-12-18 20:50:05 main:581] : INFO : Epoch 2026 | loss: 0.0309782 | val_loss: 0.0313256 | Time: 2815.35 ms [2020-12-18 20:50:08 main:581] : INFO : Epoch 2027 | loss: 0.0309803 | val_loss: 0.0313241 | Time: 2814.16 ms [2020-12-18 20:50:11 main:581] : INFO : Epoch 2028 | loss: 0.0309813 | val_loss: 0.0313503 | Time: 2802.89 ms [2020-12-18 20:50:13 main:581] : INFO : Epoch 2029 | loss: 0.0309797 | val_loss: 0.0313382 | Time: 2813.5 ms [2020-12-18 20:50:16 main:581] : INFO : Epoch 2030 | loss: 0.0309763 | val_loss: 0.0313397 | Time: 2813.62 ms [2020-12-18 20:50:19 main:581] : INFO : Epoch 2031 | loss: 0.0309711 | val_loss: 0.0313321 | Time: 2838.9 ms [2020-12-18 20:50:22 main:581] : INFO : Epoch 2032 | loss: 0.0309772 | val_loss: 0.0313033 | Time: 2811.33 ms [2020-12-18 20:50:25 main:581] : INFO : Epoch 2033 | loss: 0.0309932 | val_loss: 0.0313386 | Time: 2811.88 ms [2020-12-18 20:50:28 main:581] : INFO : Epoch 2034 | loss: 0.0309907 | val_loss: 0.0313067 | Time: 2805.18 ms [2020-12-18 20:50:30 main:581] : INFO : Epoch 2035 | loss: 0.0309875 | val_loss: 0.0313316 | Time: 2810.07 ms [2020-12-18 20:50:33 main:581] : INFO : Epoch 2036 | loss: 0.0309933 | val_loss: 0.0313079 | Time: 2805.12 ms [2020-12-18 20:50:36 main:581] : INFO : Epoch 2037 | loss: 0.0309813 | val_loss: 0.0313285 | Time: 2815.79 ms [2020-12-18 20:50:39 main:581] : INFO : Epoch 2038 | loss: 0.0309773 | val_loss: 0.0313663 | Time: 2810.05 ms [2020-12-18 20:50:42 main:581] : INFO : Epoch 2039 | loss: 0.0309845 | val_loss: 0.0312936 | Time: 2802.87 ms [2020-12-18 20:50:44 main:581] : INFO : Epoch 2040 | loss: 0.0309974 | val_loss: 0.0313097 | Time: 2806.61 ms [2020-12-18 20:50:47 main:581] : INFO : Epoch 2041 | loss: 0.0309785 | val_loss: 0.0313408 | Time: 2835.24 ms [2020-12-18 20:50:50 main:581] : INFO : Epoch 2042 | loss: 0.030972 | val_loss: 0.0313381 | Time: 2816.9 ms [2020-12-18 20:50:53 main:581] : INFO : Epoch 2043 | loss: 0.0309789 | val_loss: 0.0313241 | Time: 2812.4 ms [2020-12-18 20:50:56 main:581] : INFO : Epoch 2044 | loss: 0.030987 | val_loss: 0.0313079 | Time: 2813.83 ms [2020-12-18 20:50:59 main:581] : INFO : Epoch 2045 | loss: 0.0309806 | val_loss: 0.0313258 | Time: 2805.28 ms [2020-12-18 20:51:01 main:581] : INFO : Epoch 2046 | loss: 0.0309725 | val_loss: 0.0313492 | Time: 2832.21 ms [2020-12-18 20:51:04 main:581] : INFO : Epoch 2047 | loss: 0.0309796 | val_loss: 0.0312896 | Time: 2814.85 ms [2020-12-18 20:51:07 main:581] : INFO : Epoch 2048 | loss: 0.0309802 | val_loss: 0.0313579 | Time: 2823.41 ms [2020-12-18 20:51:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313579 [2020-12-18 20:51:07 main:610] : INFO : Saving end state to config to file [2020-12-18 20:51:07 main:615] : INFO : Success, exiting.. 20:51:07 (1960189): 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)