Task 3346254
| Name | ParityModified-1608176095-7599-0_1 |
| Workunit | 1584029 |
| Created | 18 Dec 2020, 21:24:51 UTC |
| Sent | 19 Dec 2020, 0:28:47 UTC |
| Report deadline | 27 Dec 2020, 0:28:47 UTC |
| Received | 19 Dec 2020, 3:40:49 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 20 sec |
| CPU time | 1 hours 36 min 14 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> 0:53 main:581] : INFO : Epoch 1538 | loss: 0.031159 | val_loss: 0.0311859 | Time: 2813.78 ms [2020-12-18 18:50:56 main:581] : INFO : Epoch 1539 | loss: 0.0311582 | val_loss: 0.0311917 | Time: 2809.49 ms [2020-12-18 18:50:58 main:581] : INFO : Epoch 1540 | loss: 0.0311584 | val_loss: 0.0311879 | Time: 2821 ms [2020-12-18 18:51:01 main:581] : INFO : Epoch 1541 | loss: 0.0311544 | val_loss: 0.0311825 | Time: 2833.65 ms [2020-12-18 18:51:04 main:581] : INFO : Epoch 1542 | loss: 0.0311561 | val_loss: 0.0311897 | Time: 2820.12 ms [2020-12-18 18:51:07 main:581] : INFO : Epoch 1543 | loss: 0.0311547 | val_loss: 0.0311899 | Time: 2818.61 ms [2020-12-18 18:51:10 main:581] : INFO : Epoch 1544 | loss: 0.0311628 | val_loss: 0.0311919 | Time: 2813.04 ms [2020-12-18 18:51:13 main:581] : INFO : Epoch 1545 | loss: 0.0311598 | val_loss: 0.0312063 | Time: 2814.52 ms [2020-12-18 18:51:15 main:581] : INFO : Epoch 1546 | loss: 0.0311611 | val_loss: 0.0311887 | Time: 2819.16 ms [2020-12-18 18:51:18 main:581] : INFO : Epoch 1547 | loss: 0.0311539 | val_loss: 0.0311819 | Time: 2819.41 ms [2020-12-18 18:51:21 main:581] : INFO : Epoch 1548 | loss: 0.0311529 | val_loss: 0.0311922 | Time: 2819.09 ms [2020-12-18 18:51:24 main:581] : INFO : Epoch 1549 | loss: 0.031152 | val_loss: 0.0311848 | Time: 2819.88 ms [2020-12-18 18:51:27 main:581] : INFO : Epoch 1550 | loss: 0.0311572 | val_loss: 0.0311887 | Time: 2812.43 ms [2020-12-18 18:51:29 main:581] : INFO : Epoch 1551 | loss: 0.0311587 | val_loss: 0.0311885 | Time: 2810.45 ms [2020-12-18 18:51:32 main:581] : INFO : Epoch 1552 | loss: 0.0311527 | val_loss: 0.0311895 | Time: 2815.04 ms [2020-12-18 18:51:35 main:581] : INFO : Epoch 1553 | loss: 0.0311515 | val_loss: 0.0311893 | Time: 2820.01 ms [2020-12-18 18:51:38 main:581] : INFO : Epoch 1554 | loss: 0.031154 | val_loss: 0.0311859 | Time: 2818.93 ms [2020-12-18 18:51:41 main:581] : INFO : Epoch 1555 | loss: 0.0311566 | val_loss: 0.0311899 | Time: 2816.88 ms [2020-12-18 18:51:44 main:581] : INFO : Epoch 1556 | loss: 0.0311591 | val_loss: 0.0312017 | Time: 2843.05 ms [2020-12-18 18:51:46 main:581] : INFO : Epoch 1557 | loss: 0.0311579 | val_loss: 0.031189 | Time: 2818.77 ms [2020-12-18 18:51:49 main:581] : INFO : Epoch 1558 | loss: 0.0311531 | val_loss: 0.0311942 | Time: 2814 ms [2020-12-18 18:51:52 main:581] : INFO : Epoch 1559 | loss: 0.0311537 | val_loss: 0.0311873 | Time: 2815.33 ms [2020-12-18 18:51:55 main:581] : INFO : Epoch 1560 | loss: 0.0311531 | val_loss: 0.0311861 | Time: 2814.5 ms [2020-12-18 18:51:58 main:581] : INFO : Epoch 1561 | loss: 0.0311494 | val_loss: 0.0311951 | Time: 2809.5 ms [2020-12-18 18:52:00 main:581] : INFO : Epoch 1562 | loss: 0.0311525 | val_loss: 0.0311925 | Time: 2840.9 ms [2020-12-18 18:52:03 main:581] : INFO : Epoch 1563 | loss: 0.0311476 | val_loss: 0.031188 | Time: 2820.17 ms [2020-12-18 18:52:06 main:581] : INFO : Epoch 1564 | loss: 0.0311459 | val_loss: 0.0311901 | Time: 2817.61 ms [2020-12-18 18:52:09 main:581] : INFO : Epoch 1565 | loss: 0.0311465 | val_loss: 0.0311944 | Time: 2822.07 ms [2020-12-18 18:52:12 main:581] : INFO : Epoch 1566 | loss: 0.0311489 | val_loss: 0.0311877 | Time: 2817.95 ms [2020-12-18 18:52:15 main:581] : INFO : Epoch 1567 | loss: 0.0311547 | val_loss: 0.0311859 | Time: 2840.62 ms [2020-12-18 18:52:17 main:581] : INFO : Epoch 1568 | loss: 0.031152 | val_loss: 0.0311929 | Time: 2817.65 ms [2020-12-18 18:52:20 main:581] : INFO : Epoch 1569 | loss: 0.0311505 | val_loss: 0.0311939 | Time: 2819.4 ms [2020-12-18 18:52:23 main:581] : INFO : Epoch 1570 | loss: 0.0311507 | val_loss: 0.0311965 | Time: 2817.82 ms [2020-12-18 18:52:26 main:581] : INFO : Epoch 1571 | loss: 0.0311595 | val_loss: 0.0312111 | Time: 2805.59 ms [2020-12-18 18:52:29 main:581] : INFO : Epoch 1572 | loss: 0.0311553 | val_loss: 0.0311933 | Time: 2806.34 ms [2020-12-18 18:52:31 main:581] : INFO : Epoch 1573 | loss: 0.03115 | val_loss: 0.0312004 | Time: 2809.41 ms [2020-12-18 18:52:34 main:581] : INFO : Epoch 1574 | loss: 0.0311504 | val_loss: 0.0311953 | Time: 2821.09 ms [2020-12-18 18:52:37 main:581] : INFO : Epoch 1575 | loss: 0.0311498 | val_loss: 0.0311918 | Time: 2820.21 ms [2020-12-18 18:52:40 main:581] : INFO : Epoch 1576 | loss: 0.0311472 | val_loss: 0.0311928 | Time: 2821.64 ms [2020-12-18 18:52:43 main:581] : INFO : Epoch 1577 | loss: 0.0311472 | val_loss: 0.0311881 | Time: 2826.35 ms [2020-12-18 18:52:46 main:581] : INFO : Epoch 1578 | loss: 0.0311482 | val_loss: 0.0311882 | Time: 2816.31 ms [2020-12-18 18:52:48 main:581] : INFO : Epoch 1579 | loss: 0.0311546 | val_loss: 0.0312065 | Time: 2809.53 ms [2020-12-18 18:52:51 main:581] : INFO : Epoch 1580 | loss: 0.0311517 | val_loss: 0.0311997 | Time: 2819.29 ms [2020-12-18 18:52:54 main:581] : INFO : Epoch 1581 | loss: 0.0311452 | val_loss: 0.0311952 | Time: 2807.91 ms [2020-12-18 18:52:57 main:581] : INFO : Epoch 1582 | loss: 0.0311458 | val_loss: 0.0311951 | Time: 2812.26 ms [2020-12-18 18:53:00 main:581] : INFO : Epoch 1583 | loss: 0.03115 | val_loss: 0.0311954 | Time: 2831.58 ms [2020-12-18 18:53:03 main:581] : INFO : Epoch 1584 | loss: 0.0311493 | val_loss: 0.0311978 | Time: 2821.53 ms [2020-12-18 18:53:05 main:581] : INFO : Epoch 1585 | loss: 0.0311507 | val_loss: 0.0311939 | Time: 2818.31 ms [2020-12-18 18:53:08 main:581] : INFO : Epoch 1586 | loss: 0.0311501 | val_loss: 0.0311884 | Time: 2818.39 ms [2020-12-18 18:53:11 main:581] : INFO : Epoch 1587 | loss: 0.0311488 | val_loss: 0.031193 | Time: 2820.72 ms [2020-12-18 18:53:14 main:581] : INFO : Epoch 1588 | loss: 0.0311464 | val_loss: 0.0311901 | Time: 2843.9 ms [2020-12-18 18:53:17 main:581] : INFO : Epoch 1589 | loss: 0.0311484 | val_loss: 0.0311912 | Time: 2820.78 ms [2020-12-18 18:53:19 main:581] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311912 | Time: 2820.08 ms [2020-12-18 18:53:22 main:581] : INFO : Epoch 1591 | loss: 0.0311474 | val_loss: 0.0311964 | Time: 2816.44 ms [2020-12-18 18:53:25 main:581] : INFO : Epoch 1592 | loss: 0.0311467 | val_loss: 0.0311891 | Time: 2807.24 ms [2020-12-18 18:53:28 main:581] : INFO : Epoch 1593 | loss: 0.0311527 | val_loss: 0.0311844 | Time: 2814.27 ms [2020-12-18 18:53:31 main:581] : INFO : Epoch 1594 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 2809.35 ms [2020-12-18 18:53:34 main:581] : INFO : Epoch 1595 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 2806.74 ms [2020-12-18 18:53:36 main:581] : INFO : Epoch 1596 | loss: 0.031165 | val_loss: 0.0311805 | Time: 2820.94 ms [2020-12-18 18:53:39 main:581] : INFO : Epoch 1597 | loss: 0.0311648 | val_loss: 0.0311824 | Time: 2813.67 ms [2020-12-18 18:53:42 main:581] : INFO : Epoch 1598 | loss: 0.0311682 | val_loss: 0.031182 | Time: 2816.74 ms [2020-12-18 18:53:45 main:581] : INFO : Epoch 1599 | loss: 0.0311605 | val_loss: 0.0311839 | Time: 2839.24 ms [2020-12-18 18:53:48 main:581] : INFO : Epoch 1600 | loss: 0.0311609 | val_loss: 0.0311856 | Time: 2816.35 ms [2020-12-18 18:53:50 main:581] : INFO : Epoch 1601 | loss: 0.0311578 | val_loss: 0.0311905 | Time: 2816 ms [2020-12-18 18:53:53 main:581] : INFO : Epoch 1602 | loss: 0.0311618 | val_loss: 0.0311843 | Time: 2813.36 ms [2020-12-18 18:53:56 main:581] : INFO : Epoch 1603 | loss: 0.0311615 | val_loss: 0.0311853 | Time: 2817.71 ms [2020-12-18 18:53:59 main:581] : INFO : Epoch 1604 | loss: 0.0311627 | val_loss: 0.0311894 | Time: 2809.54 ms [2020-12-18 18:54:02 main:581] : INFO : Epoch 1605 | loss: 0.0311561 | val_loss: 0.0311869 | Time: 2843.94 ms [2020-12-18 18:54:05 main:581] : INFO : Epoch 1606 | loss: 0.0311555 | val_loss: 0.0311875 | Time: 2811.62 ms [2020-12-18 18:54:07 main:581] : INFO : Epoch 1607 | loss: 0.0311556 | val_loss: 0.031185 | Time: 2818.31 ms [2020-12-18 18:54:10 main:581] : INFO : Epoch 1608 | loss: 0.0311584 | val_loss: 0.0311938 | Time: 2810.26 ms [2020-12-18 18:54:13 main:581] : INFO : Epoch 1609 | loss: 0.031154 | val_loss: 0.0311875 | Time: 2840.29 ms [2020-12-18 18:54:16 main:581] : INFO : Epoch 1610 | loss: 0.0311575 | val_loss: 0.0311832 | Time: 2817.99 ms [2020-12-18 18:54:19 main:581] : INFO : Epoch 1611 | loss: 0.0311589 | val_loss: 0.031189 | Time: 2813.48 ms [2020-12-18 18:54:21 main:581] : INFO : Epoch 1612 | loss: 0.0311515 | val_loss: 0.0311873 | Time: 2821.58 ms [2020-12-18 18:54:24 main:581] : INFO : Epoch 1613 | loss: 0.0311502 | val_loss: 0.03118 | Time: 2819.21 ms [2020-12-18 18:54:27 main:581] : INFO : Epoch 1614 | loss: 0.0311506 | val_loss: 0.0311915 | Time: 2819.77 ms [2020-12-18 18:54:30 main:581] : INFO : Epoch 1615 | loss: 0.0311506 | val_loss: 0.031188 | Time: 2819.78 ms [2020-12-18 18:54:33 main:581] : INFO : Epoch 1616 | loss: 0.031149 | val_loss: 0.031185 | Time: 2820.08 ms [2020-12-18 18:54:36 main:581] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311918 | Time: 2818.02 ms [2020-12-18 18:54:38 main:581] : INFO : Epoch 1618 | loss: 0.0311474 | val_loss: 0.031191 | Time: 2820.29 ms [2020-12-18 18:54:41 main:581] : INFO : Epoch 1619 | loss: 0.0311481 | val_loss: 0.0311946 | Time: 2815.89 ms [2020-12-18 18:54:44 main:581] : INFO : Epoch 1620 | loss: 0.0311497 | val_loss: 0.0311994 | Time: 2841.89 ms [2020-12-18 18:54:47 main:581] : INFO : Epoch 1621 | loss: 0.0311515 | val_loss: 0.0311888 | Time: 2819.97 ms [2020-12-18 18:54:50 main:581] : INFO : Epoch 1622 | loss: 0.0311464 | val_loss: 0.0311923 | Time: 2817.41 ms [2020-12-18 18:54:52 main:581] : INFO : Epoch 1623 | loss: 0.0311441 | val_loss: 0.0311902 | Time: 2818.47 ms [2020-12-18 18:54:55 main:581] : INFO : Epoch 1624 | loss: 0.0311433 | val_loss: 0.0311882 | Time: 2817.48 ms [2020-12-18 18:54:58 main:581] : INFO : Epoch 1625 | loss: 0.0311458 | val_loss: 0.0311852 | Time: 2819.92 ms [2020-12-18 18:55:01 main:581] : INFO : Epoch 1626 | loss: 0.0311433 | val_loss: 0.0311898 | Time: 2848.08 ms [2020-12-18 18:55:04 main:581] : INFO : Epoch 1627 | loss: 0.0311504 | val_loss: 0.0311982 | Time: 2817.03 ms [2020-12-18 18:55:07 main:581] : INFO : Epoch 1628 | loss: 0.0311551 | val_loss: 0.0311914 | Time: 2816.87 ms [2020-12-18 18:55:09 main:581] : INFO : Epoch 1629 | loss: 0.0311529 | val_loss: 0.0311928 | Time: 2818.99 ms [2020-12-18 18:55:12 main:581] : INFO : Epoch 1630 | loss: 0.031152 | val_loss: 0.0311983 | Time: 2808.87 ms [2020-12-18 18:55:15 main:581] : INFO : Epoch 1631 | loss: 0.0311465 | val_loss: 0.031194 | Time: 2847.69 ms [2020-12-18 18:55:18 main:581] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.0311991 | Time: 2819.62 ms [2020-12-18 18:55:21 main:581] : INFO : Epoch 1633 | loss: 0.0311465 | val_loss: 0.031189 | Time: 2822.84 ms [2020-12-18 18:55:24 main:581] : INFO : Epoch 1634 | loss: 0.0311469 | val_loss: 0.0311866 | Time: 2814.37 ms [2020-12-18 18:55:26 main:581] : INFO : Epoch 1635 | loss: 0.0311445 | val_loss: 0.0311858 | Time: 2820.81 ms [2020-12-18 18:55:29 main:581] : INFO : Epoch 1636 | loss: 0.0311463 | val_loss: 0.0311916 | Time: 2811.86 ms [2020-12-18 18:55:32 main:581] : INFO : Epoch 1637 | loss: 0.0311504 | val_loss: 0.0311909 | Time: 2815.54 ms [2020-12-18 18:55:35 main:581] : INFO : Epoch 1638 | loss: 0.0311484 | val_loss: 0.0311868 | Time: 2813.58 ms [2020-12-18 18:55:38 main:581] : INFO : Epoch 1639 | loss: 0.0311474 | val_loss: 0.0311898 | Time: 2814.41 ms [2020-12-18 18:55:40 main:581] : INFO : Epoch 1640 | loss: 0.0311464 | val_loss: 0.0311899 | Time: 2810.73 ms [2020-12-18 18:55:43 main:581] : INFO : Epoch 1641 | loss: 0.0311496 | val_loss: 0.0311922 | Time: 2832.72 ms [2020-12-18 18:55:46 main:581] : INFO : Epoch 1642 | loss: 0.0311415 | val_loss: 0.0311904 | Time: 2813.41 ms [2020-12-18 18:55:49 main:581] : INFO : Epoch 1643 | loss: 0.0311447 | val_loss: 0.0311948 | Time: 2813.57 ms [2020-12-18 18:55:52 main:581] : INFO : Epoch 1644 | loss: 0.0311401 | val_loss: 0.0311903 | Time: 2811.94 ms [2020-12-18 18:55:55 main:581] : INFO : Epoch 1645 | loss: 0.0311416 | val_loss: 0.0311912 | Time: 2808.75 ms [2020-12-18 18:55:57 main:581] : INFO : Epoch 1646 | loss: 0.0311414 | val_loss: 0.0311886 | Time: 2811.8 ms [2020-12-18 18:56:00 main:581] : INFO : Epoch 1647 | loss: 0.0311463 | val_loss: 0.0311929 | Time: 2832.71 ms [2020-12-18 18:56:03 main:581] : INFO : Epoch 1648 | loss: 0.0311427 | val_loss: 0.0311945 | Time: 2806.19 ms [2020-12-18 18:56:06 main:581] : INFO : Epoch 1649 | loss: 0.0311426 | val_loss: 0.0312024 | Time: 2820.07 ms [2020-12-18 18:56:09 main:581] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0311958 | Time: 2814.94 ms [2020-12-18 18:56:11 main:581] : INFO : Epoch 1651 | loss: 0.0311516 | val_loss: 0.0311913 | Time: 2812.61 ms [2020-12-18 18:56:14 main:581] : INFO : Epoch 1652 | loss: 0.0311499 | val_loss: 0.0311968 | Time: 2837.68 ms [2020-12-18 18:56:17 main:581] : INFO : Epoch 1653 | loss: 0.0311441 | val_loss: 0.0312041 | Time: 2816.05 ms [2020-12-18 18:56:20 main:581] : INFO : Epoch 1654 | loss: 0.0311464 | val_loss: 0.0311999 | Time: 2816.86 ms [2020-12-18 18:56:23 main:581] : INFO : Epoch 1655 | loss: 0.0311497 | val_loss: 0.0311969 | Time: 2818.75 ms [2020-12-18 18:56:26 main:581] : INFO : Epoch 1656 | loss: 0.0311424 | val_loss: 0.0311905 | Time: 2820.07 ms [2020-12-18 18:56:28 main:581] : INFO : Epoch 1657 | loss: 0.0311407 | val_loss: 0.0312123 | Time: 2817.31 ms [2020-12-18 18:56:31 main:581] : INFO : Epoch 1658 | loss: 0.031143 | val_loss: 0.0311995 | Time: 2820.44 ms [2020-12-18 18:56:34 main:581] : INFO : Epoch 1659 | loss: 0.0311419 | val_loss: 0.0311891 | Time: 2815.3 ms [2020-12-18 18:56:37 main:581] : INFO : Epoch 1660 | loss: 0.0311496 | val_loss: 0.0311844 | Time: 2819.52 ms [2020-12-18 18:56:40 main:581] : INFO : Epoch 1661 | loss: 0.031144 | val_loss: 0.0311976 | Time: 2815.36 ms [2020-12-18 18:56:42 main:581] : INFO : Epoch 1662 | loss: 0.0311526 | val_loss: 0.0311837 | Time: 2817.02 ms [2020-12-18 18:56:45 main:581] : INFO : Epoch 1663 | loss: 0.0311555 | val_loss: 0.0311974 | Time: 2842.2 ms [2020-12-18 18:56:48 main:581] : INFO : Epoch 1664 | loss: 0.0311496 | val_loss: 0.0311891 | Time: 2821.42 ms [2020-12-18 18:56:51 main:581] : INFO : Epoch 1665 | loss: 0.0311439 | val_loss: 0.0311919 | Time: 2821.13 ms [2020-12-18 18:56:54 main:581] : INFO : Epoch 1666 | loss: 0.0311415 | val_loss: 0.0311929 | Time: 2813.81 ms [2020-12-18 18:56:57 main:581] : INFO : Epoch 1667 | loss: 0.0311397 | val_loss: 0.0312005 | Time: 2819.43 ms [2020-12-18 18:56:59 main:581] : INFO : Epoch 1668 | loss: 0.0311408 | val_loss: 0.0311904 | Time: 2820.1 ms [2020-12-18 18:57:02 main:581] : INFO : Epoch 1669 | loss: 0.0311377 | val_loss: 0.0311966 | Time: 2841.31 ms [2020-12-18 18:57:05 main:581] : INFO : Epoch 1670 | loss: 0.0311407 | val_loss: 0.0311956 | Time: 2816.89 ms [2020-12-18 18:57:08 main:581] : INFO : Epoch 1671 | loss: 0.0311385 | val_loss: 0.0311925 | Time: 2817.28 ms [2020-12-18 18:57:11 main:581] : INFO : Epoch 1672 | loss: 0.0311499 | val_loss: 0.031202 | Time: 2824.47 ms [2020-12-18 18:57:14 main:581] : INFO : Epoch 1673 | loss: 0.0311468 | val_loss: 0.0312112 | Time: 2839.74 ms [2020-12-18 18:57:16 main:581] : INFO : Epoch 1674 | loss: 0.0311453 | val_loss: 0.0311927 | Time: 2815.97 ms [2020-12-18 18:57:19 main:581] : INFO : Epoch 1675 | loss: 0.0311443 | val_loss: 0.0312035 | Time: 2819.52 ms [2020-12-18 18:57:22 main:581] : INFO : Epoch 1676 | loss: 0.0311413 | val_loss: 0.0311982 | Time: 2808.9 ms [2020-12-18 18:57:25 main:581] : INFO : Epoch 1677 | loss: 0.0311396 | val_loss: 0.031194 | Time: 2816.7 ms [2020-12-18 18:57:28 main:581] : INFO : Epoch 1678 | loss: 0.0311387 | val_loss: 0.0312086 | Time: 2821.76 ms [2020-12-18 18:57:30 main:581] : INFO : Epoch 1679 | loss: 0.0311415 | val_loss: 0.031199 | Time: 2816.52 ms [2020-12-18 18:57:33 main:581] : INFO : Epoch 1680 | loss: 0.0311365 | val_loss: 0.031201 | Time: 2815.34 ms [2020-12-18 18:57:36 main:581] : INFO : Epoch 1681 | loss: 0.0311351 | val_loss: 0.0312005 | Time: 2813.23 ms [2020-12-18 18:57:39 main:581] : INFO : Epoch 1682 | loss: 0.0311346 | val_loss: 0.0312016 | Time: 2821.37 ms [2020-12-18 18:57:42 main:581] : INFO : Epoch 1683 | loss: 0.0311382 | val_loss: 0.0311982 | Time: 2821.52 ms [2020-12-18 18:57:45 main:581] : INFO : Epoch 1684 | loss: 0.0311343 | val_loss: 0.031195 | Time: 2844.22 ms [2020-12-18 18:57:47 main:581] : INFO : Epoch 1685 | loss: 0.0311319 | val_loss: 0.0311945 | Time: 2817.63 ms [2020-12-18 18:57:50 main:581] : INFO : Epoch 1686 | loss: 0.0311374 | val_loss: 0.0311876 | Time: 2817.64 ms [2020-12-18 18:57:53 main:581] : INFO : Epoch 1687 | loss: 0.0311489 | val_loss: 0.0312002 | Time: 2819.93 ms [2020-12-18 18:57:56 main:581] : INFO : Epoch 1688 | loss: 0.0311454 | val_loss: 0.0312073 | Time: 2816.84 ms [2020-12-18 18:57:59 main:581] : INFO : Epoch 1689 | loss: 0.031148 | val_loss: 0.0311933 | Time: 2810.29 ms [2020-12-18 18:58:01 main:581] : INFO : Epoch 1690 | loss: 0.0311514 | val_loss: 0.0311982 | Time: 2839.04 ms [2020-12-18 18:58:04 main:581] : INFO : Epoch 1691 | loss: 0.0311463 | val_loss: 0.0311857 | Time: 2802.1 ms [2020-12-18 18:58:07 main:581] : INFO : Epoch 1692 | loss: 0.0311489 | val_loss: 0.0311883 | Time: 2812.99 ms [2020-12-18 18:58:10 main:581] : INFO : Epoch 1693 | loss: 0.0311438 | val_loss: 0.031194 | Time: 2813.12 ms [2020-12-18 18:58:13 main:581] : INFO : Epoch 1694 | loss: 0.0311408 | val_loss: 0.0311988 | Time: 2826.62 ms [2020-12-18 18:58:16 main:581] : INFO : Epoch 1695 | loss: 0.0311473 | val_loss: 0.0312243 | Time: 2813.85 ms [2020-12-18 18:58:18 main:581] : INFO : Epoch 1696 | loss: 0.0311443 | val_loss: 0.0311947 | Time: 2812.33 ms [2020-12-18 18:58:21 main:581] : INFO : Epoch 1697 | loss: 0.0311402 | val_loss: 0.031193 | Time: 2819.46 ms [2020-12-18 18:58:24 main:581] : INFO : Epoch 1698 | loss: 0.0311421 | val_loss: 0.0311993 | Time: 2815.9 ms [2020-12-18 18:58:27 main:581] : INFO : Epoch 1699 | loss: 0.0311427 | val_loss: 0.0311918 | Time: 2824.34 ms [2020-12-18 18:58:30 main:581] : INFO : Epoch 1700 | loss: 0.0311406 | val_loss: 0.0311914 | Time: 2820.64 ms [2020-12-18 18:58:32 main:581] : INFO : Epoch 1701 | loss: 0.0311374 | val_loss: 0.0311872 | Time: 2820.3 ms [2020-12-18 18:58:35 main:581] : INFO : Epoch 1702 | loss: 0.0311338 | val_loss: 0.031197 | Time: 2820.05 ms [2020-12-18 18:58:38 main:581] : INFO : Epoch 1703 | loss: 0.0311342 | val_loss: 0.031194 | Time: 2822.71 ms [2020-12-18 18:58:41 main:581] : INFO : Epoch 1704 | loss: 0.0311343 | val_loss: 0.0311974 | Time: 2820.75 ms [2020-12-18 18:58:44 main:581] : INFO : Epoch 1705 | loss: 0.0311355 | val_loss: 0.0311937 | Time: 2839.11 ms [2020-12-18 18:58:47 main:581] : INFO : Epoch 1706 | loss: 0.0311365 | val_loss: 0.0312179 | Time: 2817.46 ms [2020-12-18 18:58:49 main:581] : INFO : Epoch 1707 | loss: 0.0311374 | val_loss: 0.0312003 | Time: 2814.26 ms [2020-12-18 18:58:52 main:581] : INFO : Epoch 1708 | loss: 0.0311352 | val_loss: 0.0311999 | Time: 2836.78 ms [2020-12-18 18:58:55 main:581] : INFO : Epoch 1709 | loss: 0.0311343 | val_loss: 0.0311981 | Time: 2814.45 ms [2020-12-18 18:58:58 main:581] : INFO : Epoch 1710 | loss: 0.0311301 | val_loss: 0.0312091 | Time: 2820.01 ms [2020-12-18 18:59:01 main:581] : INFO : Epoch 1711 | loss: 0.0311342 | val_loss: 0.0312012 | Time: 2841.61 ms [2020-12-18 18:59:04 main:581] : INFO : Epoch 1712 | loss: 0.0311373 | val_loss: 0.0311957 | Time: 2817.35 ms [2020-12-18 18:59:06 main:581] : INFO : Epoch 1713 | loss: 0.0311357 | val_loss: 0.031189 | Time: 2808.57 ms [2020-12-18 18:59:09 main:581] : INFO : Epoch 1714 | loss: 0.0311364 | val_loss: 0.0312081 | Time: 2820.37 ms [2020-12-18 18:59:12 main:581] : INFO : Epoch 1715 | loss: 0.0311369 | val_loss: 0.0312032 | Time: 2824.82 ms [2020-12-18 18:59:15 main:581] : INFO : Epoch 1716 | loss: 0.0311341 | val_loss: 0.0311931 | Time: 2834.96 ms [2020-12-18 18:59:18 main:581] : INFO : Epoch 1717 | loss: 0.0311299 | val_loss: 0.0312221 | Time: 2809.19 ms [2020-12-18 18:59:20 main:581] : INFO : Epoch 1718 | loss: 0.0311358 | val_loss: 0.0312136 | Time: 2814.33 ms [2020-12-18 18:59:23 main:581] : INFO : Epoch 1719 | loss: 0.0311381 | val_loss: 0.0312064 | Time: 2808.4 ms [2020-12-18 18:59:26 main:581] : INFO : Epoch 1720 | loss: 0.0311443 | val_loss: 0.031213 | Time: 2811.73 ms [2020-12-18 18:59:29 main:581] : INFO : Epoch 1721 | loss: 0.0311324 | val_loss: 0.031199 | Time: 2808.02 ms [2020-12-18 18:59:32 main:581] : INFO : Epoch 1722 | loss: 0.0311315 | val_loss: 0.0312134 | Time: 2811.92 ms [2020-12-18 18:59:34 main:581] : INFO : Epoch 1723 | loss: 0.0311285 | val_loss: 0.0312043 | Time: 2815.43 ms [2020-12-18 18:59:37 main:581] : INFO : Epoch 1724 | loss: 0.0311309 | val_loss: 0.0312071 | Time: 2813.04 ms [2020-12-18 18:59:40 main:581] : INFO : Epoch 1725 | loss: 0.031132 | val_loss: 0.0311998 | Time: 2814.33 ms [2020-12-18 18:59:43 main:581] : INFO : Epoch 1726 | loss: 0.0311322 | val_loss: 0.0312088 | Time: 2836.36 ms [2020-12-18 18:59:46 main:581] : INFO : Epoch 1727 | loss: 0.031134 | val_loss: 0.0312073 | Time: 2818.11 ms [2020-12-18 18:59:49 main:581] : INFO : Epoch 1728 | loss: 0.0311409 | val_loss: 0.0311983 | Time: 2821.52 ms [2020-12-18 18:59:51 main:581] : INFO : Epoch 1729 | loss: 0.0311431 | val_loss: 0.0311972 | Time: 2816.99 ms [2020-12-18 18:59:54 main:581] : INFO : Epoch 1730 | loss: 0.0311499 | val_loss: 0.0311933 | Time: 2821.19 ms [2020-12-18 18:59:57 main:581] : INFO : Epoch 1731 | loss: 0.0311509 | val_loss: 0.0311912 | Time: 2817.01 ms [2020-12-18 19:00:00 main:581] : INFO : Epoch 1732 | loss: 0.0311446 | val_loss: 0.0311913 | Time: 2834.02 ms [2020-12-18 19:00:03 main:581] : INFO : Epoch 1733 | loss: 0.0311471 | val_loss: 0.0311908 | Time: 2819.81 ms [2020-12-18 19:00:06 main:581] : INFO : Epoch 1734 | loss: 0.0311411 | val_loss: 0.0311987 | Time: 2823.4 ms [2020-12-18 19:00:08 main:581] : INFO : Epoch 1735 | loss: 0.0311347 | val_loss: 0.0312108 | Time: 2817.33 ms [2020-12-18 19:00:11 main:581] : INFO : Epoch 1736 | loss: 0.0311374 | val_loss: 0.031198 | Time: 2816.41 ms [2020-12-18 19:00:14 main:581] : INFO : Epoch 1737 | loss: 0.0311377 | val_loss: 0.0311922 | Time: 2846.92 ms [2020-12-18 19:00:17 main:581] : INFO : Epoch 1738 | loss: 0.0311522 | val_loss: 0.0311913 | Time: 2818.78 ms [2020-12-18 19:00:20 main:581] : INFO : Epoch 1739 | loss: 0.0311606 | val_loss: 0.0311835 | Time: 2817.44 ms [2020-12-18 19:00:22 main:581] : INFO : Epoch 1740 | loss: 0.0311557 | val_loss: 0.0311826 | Time: 2816.11 ms [2020-12-18 19:00:25 main:581] : INFO : Epoch 1741 | loss: 0.031152 | val_loss: 0.0311912 | Time: 2816.17 ms [2020-12-18 19:00:28 main:581] : INFO : Epoch 1742 | loss: 0.0311477 | val_loss: 0.0311987 | Time: 2815.06 ms [2020-12-18 19:00:31 main:581] : INFO : Epoch 1743 | loss: 0.0311461 | val_loss: 0.0311904 | Time: 2814.3 ms [2020-12-18 19:00:34 main:581] : INFO : Epoch 1744 | loss: 0.0311412 | val_loss: 0.0311924 | Time: 2824.27 ms [2020-12-18 19:00:37 main:581] : INFO : Epoch 1745 | loss: 0.0311393 | val_loss: 0.0311899 | Time: 2820.61 ms [2020-12-18 19:00:39 main:581] : INFO : Epoch 1746 | loss: 0.0311377 | val_loss: 0.0311859 | Time: 2817.8 ms [2020-12-18 19:00:42 main:581] : INFO : Epoch 1747 | loss: 0.0311357 | val_loss: 0.0311872 | Time: 2822.83 ms [2020-12-18 19:00:45 main:581] : INFO : Epoch 1748 | loss: 0.0311446 | val_loss: 0.0311894 | Time: 2843.43 ms [2020-12-18 19:00:48 main:581] : INFO : Epoch 1749 | loss: 0.0311403 | val_loss: 0.0311932 | Time: 2818.48 ms [2020-12-18 19:00:51 main:581] : INFO : Epoch 1750 | loss: 0.0311401 | val_loss: 0.0311951 | Time: 2819.1 ms [2020-12-18 19:00:54 main:581] : INFO : Epoch 1751 | loss: 0.0311393 | val_loss: 0.0311952 | Time: 2818.85 ms [2020-12-18 19:00:56 main:581] : INFO : Epoch 1752 | loss: 0.0311385 | val_loss: 0.0312014 | Time: 2819.84 ms [2020-12-18 19:00:59 main:581] : INFO : Epoch 1753 | loss: 0.0311373 | val_loss: 0.0311909 | Time: 2824.52 ms [2020-12-18 19:01:02 main:581] : INFO : Epoch 1754 | loss: 0.031134 | val_loss: 0.0311898 | Time: 2845.59 ms [2020-12-18 19:01:05 main:581] : INFO : Epoch 1755 | loss: 0.0311527 | val_loss: 0.0311865 | Time: 2824.74 ms [2020-12-18 19:01:08 main:581] : INFO : Epoch 1756 | loss: 0.0311449 | val_loss: 0.0311939 | Time: 2815.53 ms [2020-12-18 19:01:10 main:581] : INFO : Epoch 1757 | loss: 0.0311377 | val_loss: 0.0311888 | Time: 2814.95 ms [2020-12-18 19:01:13 main:581] : INFO : Epoch 1758 | loss: 0.0311364 | val_loss: 0.0311982 | Time: 2839.94 ms [2020-12-18 19:01:16 main:581] : INFO : Epoch 1759 | loss: 0.0311318 | val_loss: 0.0311974 | Time: 2821.64 ms [2020-12-18 19:01:19 main:581] : INFO : Epoch 1760 | loss: 0.0311303 | val_loss: 0.0312005 | Time: 2811.94 ms [2020-12-18 19:01:22 main:581] : INFO : Epoch 1761 | loss: 0.0311298 | val_loss: 0.031204 | Time: 2855.65 ms [2020-12-18 19:01:25 main:581] : INFO : Epoch 1762 | loss: 0.0311294 | val_loss: 0.0311976 | Time: 2817.69 ms [2020-12-18 19:01:27 main:581] : INFO : Epoch 1763 | loss: 0.0311314 | val_loss: 0.0311892 | Time: 2815.79 ms [2020-12-18 19:01:30 main:581] : INFO : Epoch 1764 | loss: 0.031132 | val_loss: 0.0312034 | Time: 2820.3 ms [2020-12-18 19:01:33 main:581] : INFO : Epoch 1765 | loss: 0.0311381 | val_loss: 0.0311928 | Time: 2822.12 ms [2020-12-18 19:01:36 main:581] : INFO : Epoch 1766 | loss: 0.0311397 | val_loss: 0.031199 | Time: 2820.07 ms [2020-12-18 19:01:39 main:581] : INFO : Epoch 1767 | loss: 0.0311368 | val_loss: 0.0311939 | Time: 2819 ms [2020-12-18 19:01:42 main:581] : INFO : Epoch 1768 | loss: 0.0311322 | val_loss: 0.0311987 | Time: 2814.74 ms [2020-12-18 19:01:44 main:581] : INFO : Epoch 1769 | loss: 0.0311285 | val_loss: 0.0312002 | Time: 2820.19 ms [2020-12-18 19:01:47 main:581] : INFO : Epoch 1770 | loss: 0.031129 | val_loss: 0.0312119 | Time: 2817.8 ms [2020-12-18 19:01:50 main:581] : INFO : Epoch 1771 | loss: 0.0311294 | val_loss: 0.0311882 | Time: 2828.7 ms [2020-12-18 19:01:53 main:581] : INFO : Epoch 1772 | loss: 0.0311313 | val_loss: 0.031198 | Time: 2825.36 ms [2020-12-18 19:01:56 main:581] : INFO : Epoch 1773 | loss: 0.0311309 | val_loss: 0.0311989 | Time: 2822.77 ms [2020-12-18 19:01:58 main:581] : INFO : Epoch 1774 | loss: 0.0311326 | val_loss: 0.0311949 | Time: 2821.34 ms [2020-12-18 19:02:01 main:581] : INFO : Epoch 1775 | loss: 0.0311359 | val_loss: 0.0311883 | Time: 2826.02 ms [2020-12-18 19:02:04 main:581] : INFO : Epoch 1776 | loss: 0.0311299 | val_loss: 0.0312044 | Time: 2826.06 ms [2020-12-18 19:02:07 main:581] : INFO : Epoch 1777 | loss: 0.0311357 | val_loss: 0.03119 | Time: 2816.73 ms [2020-12-18 19:02:10 main:581] : INFO : Epoch 1778 | loss: 0.0311336 | val_loss: 0.0311951 | Time: 2825.29 ms [2020-12-18 19:02:13 main:581] : INFO : Epoch 1779 | loss: 0.0311341 | val_loss: 0.0311901 | Time: 2813.9 ms [2020-12-18 19:02:15 main:581] : INFO : Epoch 1780 | loss: 0.0311318 | val_loss: 0.0311913 | Time: 2815.01 ms [2020-12-18 19:02:18 main:581] : INFO : Epoch 1781 | loss: 0.0311309 | val_loss: 0.0311916 | Time: 2816.26 ms [2020-12-18 19:02:21 main:581] : INFO : Epoch 1782 | loss: 0.0311304 | val_loss: 0.0311967 | Time: 2820.4 ms [2020-12-18 19:02:24 main:581] : INFO : Epoch 1783 | loss: 0.0311329 | val_loss: 0.0312011 | Time: 2809 ms [2020-12-18 19:02:27 main:581] : INFO : Epoch 1784 | loss: 0.0311277 | val_loss: 0.0311984 | Time: 2817.76 ms [2020-12-18 19:02:29 main:581] : INFO : Epoch 1785 | loss: 0.0311312 | val_loss: 0.0312119 | Time: 2815.78 ms [2020-12-18 19:02:32 main:581] : INFO : Epoch 1786 | loss: 0.0311327 | val_loss: 0.0312058 | Time: 2825.89 ms [2020-12-18 19:02:35 main:581] : INFO : Epoch 1787 | loss: 0.0311339 | val_loss: 0.0311986 | Time: 2824.98 ms [2020-12-18 19:02:38 main:581] : INFO : Epoch 1788 | loss: 0.031136 | val_loss: 0.0311923 | Time: 2827.97 ms [2020-12-18 19:02:41 main:581] : INFO : Epoch 1789 | loss: 0.0311324 | val_loss: 0.0311959 | Time: 2815.27 ms [2020-12-18 19:02:44 main:581] : INFO : Epoch 1790 | loss: 0.031131 | val_loss: 0.0311904 | Time: 2821.61 ms [2020-12-18 19:02:46 main:581] : INFO : Epoch 1791 | loss: 0.0311327 | val_loss: 0.0312006 | Time: 2827.53 ms [2020-12-18 19:02:49 main:581] : INFO : Epoch 1792 | loss: 0.0311302 | val_loss: 0.0312041 | Time: 2826.23 ms [2020-12-18 19:02:52 main:581] : INFO : Epoch 1793 | loss: 0.0311255 | val_loss: 0.0311942 | Time: 2824.88 ms [2020-12-18 19:02:55 main:581] : INFO : Epoch 1794 | loss: 0.0311249 | val_loss: 0.0311965 | Time: 2822.92 ms [2020-12-18 19:02:58 main:581] : INFO : Epoch 1795 | loss: 0.0311299 | val_loss: 0.0311935 | Time: 2821.92 ms [2020-12-18 19:03:01 main:581] : INFO : Epoch 1796 | loss: 0.0311335 | val_loss: 0.0311893 | Time: 2820.73 ms [2020-12-18 19:03:03 main:581] : INFO : Epoch 1797 | loss: 0.0311378 | val_loss: 0.0311916 | Time: 2824.22 ms [2020-12-18 19:03:06 main:581] : INFO : Epoch 1798 | loss: 0.0311379 | val_loss: 0.0311965 | Time: 2823.1 ms [2020-12-18 19:03:09 main:581] : INFO : Epoch 1799 | loss: 0.0311336 | val_loss: 0.0311875 | Time: 2826.33 ms [2020-12-18 19:03:12 main:581] : INFO : Epoch 1800 | loss: 0.0311336 | val_loss: 0.0311961 | Time: 2822.42 ms [2020-12-18 19:03:15 main:581] : INFO : Epoch 1801 | loss: 0.0311403 | val_loss: 0.0312007 | Time: 2819.59 ms [2020-12-18 19:03:17 main:581] : INFO : Epoch 1802 | loss: 0.031136 | val_loss: 0.0312076 | Time: 2825 ms [2020-12-18 19:03:20 main:581] : INFO : Epoch 1803 | loss: 0.0311336 | val_loss: 0.0311985 | Time: 2826.4 ms [2020-12-18 19:03:23 main:581] : INFO : Epoch 1804 | loss: 0.0311268 | val_loss: 0.0312 | Time: 2823.51 ms [2020-12-18 19:03:26 main:581] : INFO : Epoch 1805 | loss: 0.0311257 | val_loss: 0.0311947 | Time: 2821.02 ms [2020-12-18 19:03:29 main:581] : INFO : Epoch 1806 | loss: 0.0311247 | val_loss: 0.0312141 | Time: 2819.87 ms [2020-12-18 19:03:32 main:581] : INFO : Epoch 1807 | loss: 0.0311259 | val_loss: 0.0311964 | Time: 2819.54 ms [2020-12-18 19:03:34 main:581] : INFO : Epoch 1808 | loss: 0.0311307 | val_loss: 0.0312214 | Time: 2823.1 ms [2020-12-18 19:03:37 main:581] : INFO : Epoch 1809 | loss: 0.0311321 | val_loss: 0.0311963 | Time: 2826.21 ms [2020-12-18 19:03:40 main:581] : INFO : Epoch 1810 | loss: 0.0311312 | val_loss: 0.0311993 | Time: 2823.07 ms [2020-12-18 19:03:43 main:581] : INFO : Epoch 1811 | loss: 0.0311341 | val_loss: 0.031191 | Time: 2824.9 ms [2020-12-18 19:03:46 main:581] : INFO : Epoch 1812 | loss: 0.0311312 | val_loss: 0.0312094 | Time: 2824.95 ms [2020-12-18 19:03:49 main:581] : INFO : Epoch 1813 | loss: 0.0311362 | val_loss: 0.0312027 | Time: 2821.63 ms [2020-12-18 19:03:51 main:581] : INFO : Epoch 1814 | loss: 0.0311262 | val_loss: 0.0312018 | Time: 2825.62 ms [2020-12-18 19:03:54 main:581] : INFO : Epoch 1815 | loss: 0.0311277 | val_loss: 0.0312014 | Time: 2824.24 ms [2020-12-18 19:03:57 main:581] : INFO : Epoch 1816 | loss: 0.031128 | val_loss: 0.0311951 | Time: 2827.11 ms [2020-12-18 19:04:00 main:581] : INFO : Epoch 1817 | loss: 0.0311359 | val_loss: 0.0312146 | Time: 2826.04 ms [2020-12-18 19:04:03 main:581] : INFO : Epoch 1818 | loss: 0.0311271 | val_loss: 0.0311915 | Time: 2810.1 ms [2020-12-18 19:04:05 main:581] : INFO : Epoch 1819 | loss: 0.0311285 | val_loss: 0.0311996 | Time: 2826.36 ms [2020-12-18 19:04:08 main:581] : INFO : Epoch 1820 | loss: 0.0311259 | val_loss: 0.0312074 | Time: 2825.36 ms [2020-12-18 19:04:11 main:581] : INFO : Epoch 1821 | loss: 0.0311242 | val_loss: 0.0312019 | Time: 2823.55 ms [2020-12-18 19:04:14 main:581] : INFO : Epoch 1822 | loss: 0.0311279 | val_loss: 0.0311998 | Time: 2816.05 ms [2020-12-18 19:04:17 main:581] : INFO : Epoch 1823 | loss: 0.0311315 | val_loss: 0.0312096 | Time: 2818.49 ms [2020-12-18 19:04:20 main:581] : INFO : Epoch 1824 | loss: 0.0311259 | val_loss: 0.031205 | Time: 2815.28 ms [2020-12-18 19:04:22 main:581] : INFO : Epoch 1825 | loss: 0.0311339 | val_loss: 0.0311988 | Time: 2812.28 ms [2020-12-18 19:04:25 main:581] : INFO : Epoch 1826 | loss: 0.0311272 | val_loss: 0.0312024 | Time: 2820.68 ms [2020-12-18 19:04:28 main:581] : INFO : Epoch 1827 | loss: 0.0311244 | val_loss: 0.0312032 | Time: 2828.09 ms [2020-12-18 19:04:31 main:581] : INFO : Epoch 1828 | loss: 0.031124 | val_loss: 0.0311992 | Time: 2824.01 ms [2020-12-18 19:04:34 main:581] : INFO : Epoch 1829 | loss: 0.0311266 | val_loss: 0.0311946 | Time: 2812.7 ms [2020-12-18 19:04:37 main:581] : INFO : Epoch 1830 | loss: 0.0311214 | val_loss: 0.0312032 | Time: 2821.85 ms [2020-12-18 19:04:39 main:581] : INFO : Epoch 1831 | loss: 0.0311249 | val_loss: 0.0312081 | Time: 2827.24 ms [2020-12-18 19:04:42 main:581] : INFO : Epoch 1832 | loss: 0.0311274 | val_loss: 0.0312044 | Time: 2820.89 ms [2020-12-18 19:04:45 main:581] : INFO : Epoch 1833 | loss: 0.0311293 | val_loss: 0.0312117 | Time: 2819.96 ms [2020-12-18 19:04:48 main:581] : INFO : Epoch 1834 | loss: 0.0311246 | val_loss: 0.0312032 | Time: 2815.5 ms [2020-12-18 19:04:51 main:581] : INFO : Epoch 1835 | loss: 0.0311205 | val_loss: 0.031198 | Time: 2815.06 ms [2020-12-18 19:04:53 main:581] : INFO : Epoch 1836 | loss: 0.0311224 | val_loss: 0.0311974 | Time: 2807.42 ms [2020-12-18 19:04:56 main:581] : INFO : Epoch 1837 | loss: 0.0311224 | val_loss: 0.0312132 | Time: 2820.78 ms [2020-12-18 19:04:59 main:581] : INFO : Epoch 1838 | loss: 0.0311257 | val_loss: 0.0312093 | Time: 2822.03 ms [2020-12-18 19:05:02 main:581] : INFO : Epoch 1839 | loss: 0.031133 | val_loss: 0.0312077 | Time: 2822.63 ms [2020-12-18 19:05:05 main:581] : INFO : Epoch 1840 | loss: 0.0311261 | val_loss: 0.0312086 | Time: 2817.34 ms [2020-12-18 19:05:08 main:581] : INFO : Epoch 1841 | loss: 0.031122 | val_loss: 0.0311989 | Time: 2821.39 ms [2020-12-18 19:05:10 main:581] : INFO : Epoch 1842 | loss: 0.0311248 | val_loss: 0.0312034 | Time: 2821.33 ms [2020-12-18 19:05:13 main:581] : INFO : Epoch 1843 | loss: 0.0311346 | val_loss: 0.0312017 | Time: 2825.44 ms [2020-12-18 19:05:16 main:581] : INFO : Epoch 1844 | loss: 0.0311288 | val_loss: 0.0312029 | Time: 2823.29 ms [2020-12-18 19:05:19 main:581] : INFO : Epoch 1845 | loss: 0.0311288 | val_loss: 0.0311956 | Time: 2820.25 ms [2020-12-18 19:05:22 main:581] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.0312097 | Time: 2821.25 ms [2020-12-18 19:05:24 main:581] : INFO : Epoch 1847 | loss: 0.0311304 | val_loss: 0.0311983 | Time: 2818.63 ms [2020-12-18 19:05:27 main:581] : INFO : Epoch 1848 | loss: 0.0311249 | val_loss: 0.0312033 | Time: 2818.37 ms [2020-12-18 19:05:30 main:581] : INFO : Epoch 1849 | loss: 0.0311226 | val_loss: 0.0312079 | Time: 2820.07 ms [2020-12-18 19:05:33 main:581] : INFO : Epoch 1850 | loss: 0.0311175 | val_loss: 0.0312033 | Time: 2825.33 ms [2020-12-18 19:05:36 main:581] : INFO : Epoch 1851 | loss: 0.0311202 | val_loss: 0.0312111 | Time: 2827.15 ms [2020-12-18 19:05:39 main:581] : INFO : Epoch 1852 | loss: 0.0311194 | val_loss: 0.0311998 | Time: 2824.25 ms [2020-12-18 19:05:41 main:581] : INFO : Epoch 1853 | loss: 0.0311248 | val_loss: 0.0311997 | Time: 2827.33 ms [2020-12-18 19:05:44 main:581] : INFO : Epoch 1854 | loss: 0.0311297 | val_loss: 0.0312054 | Time: 2824.66 ms [2020-12-18 19:05:47 main:581] : INFO : Epoch 1855 | loss: 0.0311284 | val_loss: 0.0311975 | Time: 2827.31 ms [2020-12-18 19:05:50 main:581] : INFO : Epoch 1856 | loss: 0.0311299 | val_loss: 0.0311899 | Time: 2822.78 ms [2020-12-18 19:05:53 main:581] : INFO : Epoch 1857 | loss: 0.0311378 | val_loss: 0.0311968 | Time: 2817.06 ms [2020-12-18 19:05:56 main:581] : INFO : Epoch 1858 | loss: 0.031136 | val_loss: 0.0311961 | Time: 2818.4 ms [2020-12-18 19:05:58 main:581] : INFO : Epoch 1859 | loss: 0.0311329 | val_loss: 0.031203 | Time: 2821.07 ms [2020-12-18 19:06:01 main:581] : INFO : Epoch 1860 | loss: 0.0311319 | val_loss: 0.031206 | Time: 2823.14 ms [2020-12-18 19:06:04 main:581] : INFO : Epoch 1861 | loss: 0.031134 | val_loss: 0.0312025 | Time: 2821.47 ms [2020-12-18 19:06:07 main:581] : INFO : Epoch 1862 | loss: 0.0311296 | val_loss: 0.0312117 | Time: 2820.24 ms [2020-12-18 19:06:10 main:581] : INFO : Epoch 1863 | loss: 0.031126 | val_loss: 0.0311918 | Time: 2817.48 ms [2020-12-18 19:06:12 main:581] : INFO : Epoch 1864 | loss: 0.0311224 | val_loss: 0.0311979 | Time: 2827.7 ms [2020-12-18 19:06:15 main:581] : INFO : Epoch 1865 | loss: 0.0311215 | val_loss: 0.0312136 | Time: 2822.43 ms [2020-12-18 19:06:18 main:581] : INFO : Epoch 1866 | loss: 0.0311227 | val_loss: 0.0311966 | Time: 2817.14 ms [2020-12-18 19:06:21 main:581] : INFO : Epoch 1867 | loss: 0.031128 | val_loss: 0.0312188 | Time: 2823.27 ms [2020-12-18 19:06:24 main:581] : INFO : Epoch 1868 | loss: 0.0311283 | val_loss: 0.0312106 | Time: 2818.23 ms [2020-12-18 19:06:27 main:581] : INFO : Epoch 1869 | loss: 0.0311236 | val_loss: 0.0311923 | Time: 2821.02 ms [2020-12-18 19:06:29 main:581] : INFO : Epoch 1870 | loss: 0.0311238 | val_loss: 0.0311999 | Time: 2816.68 ms [2020-12-18 19:06:32 main:581] : INFO : Epoch 1871 | loss: 0.0311222 | val_loss: 0.0311913 | Time: 2823.97 ms [2020-12-18 19:06:35 main:581] : INFO : Epoch 1872 | loss: 0.0311217 | val_loss: 0.0311981 | Time: 2825.28 ms [2020-12-18 19:06:38 main:581] : INFO : Epoch 1873 | loss: 0.0311192 | val_loss: 0.0312173 | Time: 2820.34 ms [2020-12-18 19:06:41 main:581] : INFO : Epoch 1874 | loss: 0.0311187 | val_loss: 0.0312003 | Time: 2816.81 ms [2020-12-18 19:06:43 main:581] : INFO : Epoch 1875 | loss: 0.0311217 | val_loss: 0.0312074 | Time: 2817.28 ms [2020-12-18 19:06:46 main:581] : INFO : Epoch 1876 | loss: 0.0311236 | val_loss: 0.0312019 | Time: 2820.17 ms [2020-12-18 19:06:49 main:581] : INFO : Epoch 1877 | loss: 0.0311221 | val_loss: 0.0311997 | Time: 2821.03 ms [2020-12-18 19:06:52 main:581] : INFO : Epoch 1878 | loss: 0.0311276 | val_loss: 0.031219 | Time: 2811.3 ms [2020-12-18 19:06:55 main:581] : INFO : Epoch 1879 | loss: 0.0311304 | val_loss: 0.031198 | Time: 2825.04 ms [2020-12-18 19:06:58 main:581] : INFO : Epoch 1880 | loss: 0.0311342 | val_loss: 0.0312071 | Time: 2823.62 ms [2020-12-18 19:07:00 main:581] : INFO : Epoch 1881 | loss: 0.0311288 | val_loss: 0.0311953 | Time: 2825.42 ms [2020-12-18 19:07:03 main:581] : INFO : Epoch 1882 | loss: 0.0311235 | val_loss: 0.0312 | Time: 2818.81 ms [2020-12-18 19:07:06 main:581] : INFO : Epoch 1883 | loss: 0.0311316 | val_loss: 0.0312019 | Time: 2824.54 ms [2020-12-18 19:07:09 main:581] : INFO : Epoch 1884 | loss: 0.031124 | val_loss: 0.0312083 | Time: 2808.54 ms [2020-12-18 19:07:12 main:581] : INFO : Epoch 1885 | loss: 0.0311341 | val_loss: 0.0311916 | Time: 2815.54 ms [2020-12-18 19:07:14 main:581] : INFO : Epoch 1886 | loss: 0.0311388 | val_loss: 0.0311847 | Time: 2823.31 ms [2020-12-18 19:07:17 main:581] : INFO : Epoch 1887 | loss: 0.031135 | val_loss: 0.0312054 | Time: 2822.91 ms [2020-12-18 19:07:20 main:581] : INFO : Epoch 1888 | loss: 0.031126 | val_loss: 0.0312007 | Time: 2819.26 ms [2020-12-18 19:07:23 main:581] : INFO : Epoch 1889 | loss: 0.0311218 | val_loss: 0.0312142 | Time: 2819.78 ms [2020-12-18 19:07:26 main:581] : INFO : Epoch 1890 | loss: 0.031121 | val_loss: 0.0312028 | Time: 2819.13 ms [2020-12-18 19:07:29 main:581] : INFO : Epoch 1891 | loss: 0.0311228 | val_loss: 0.0312128 | Time: 2825.44 ms [2020-12-18 19:07:31 main:581] : INFO : Epoch 1892 | loss: 0.0311189 | val_loss: 0.0312135 | Time: 2824.31 ms [2020-12-18 19:07:34 main:581] : INFO : Epoch 1893 | loss: 0.0311171 | val_loss: 0.0312007 | Time: 2822.56 ms [2020-12-18 19:07:37 main:581] : INFO : Epoch 1894 | loss: 0.0311171 | val_loss: 0.0312188 | Time: 2824.42 ms [2020-12-18 19:07:40 main:581] : INFO : Epoch 1895 | loss: 0.0311158 | val_loss: 0.0311989 | Time: 2815.32 ms [2020-12-18 19:07:43 main:581] : INFO : Epoch 1896 | loss: 0.0311197 | val_loss: 0.0312169 | Time: 2821.66 ms [2020-12-18 19:07:46 main:581] : INFO : Epoch 1897 | loss: 0.0311182 | val_loss: 0.031209 | Time: 2820.09 ms [2020-12-18 19:07:48 main:581] : INFO : Epoch 1898 | loss: 0.0311288 | val_loss: 0.0311996 | Time: 2822.96 ms [2020-12-18 19:07:51 main:581] : INFO : Epoch 1899 | loss: 0.03113 | val_loss: 0.031204 | Time: 2821.26 ms [2020-12-18 19:07:54 main:581] : INFO : Epoch 1900 | loss: 0.0311331 | val_loss: 0.0312016 | Time: 2816.31 ms [2020-12-18 19:07:57 main:581] : INFO : Epoch 1901 | loss: 0.0311283 | val_loss: 0.0312013 | Time: 2821.13 ms [2020-12-18 19:08:00 main:581] : INFO : Epoch 1902 | loss: 0.031124 | val_loss: 0.0312069 | Time: 2825.42 ms [2020-12-18 19:08:02 main:581] : INFO : Epoch 1903 | loss: 0.0311241 | val_loss: 0.0311957 | Time: 2825.61 ms [2020-12-18 19:08:05 main:581] : INFO : Epoch 1904 | loss: 0.0311206 | val_loss: 0.0312096 | Time: 2824.62 ms [2020-12-18 19:08:08 main:581] : INFO : Epoch 1905 | loss: 0.0311171 | val_loss: 0.0312042 | Time: 2824.08 ms [2020-12-18 19:08:11 main:581] : INFO : Epoch 1906 | loss: 0.0311206 | val_loss: 0.0312145 | Time: 2825.95 ms [2020-12-18 19:08:14 main:581] : INFO : Epoch 1907 | loss: 0.0311193 | val_loss: 0.0312097 | Time: 2809.55 ms [2020-12-18 19:08:17 main:581] : INFO : Epoch 1908 | loss: 0.0311181 | val_loss: 0.0312162 | Time: 2816.86 ms [2020-12-18 19:08:19 main:581] : INFO : Epoch 1909 | loss: 0.0311126 | val_loss: 0.0312031 | Time: 2819.79 ms [2020-12-18 19:08:22 main:581] : INFO : Epoch 1910 | loss: 0.0311116 | val_loss: 0.0312047 | Time: 2826.54 ms [2020-12-18 19:08:25 main:581] : INFO : Epoch 1911 | loss: 0.0311141 | val_loss: 0.0312118 | Time: 2815.37 ms [2020-12-18 19:08:28 main:581] : INFO : Epoch 1912 | loss: 0.0311152 | val_loss: 0.0312015 | Time: 2828.44 ms [2020-12-18 19:08:31 main:581] : INFO : Epoch 1913 | loss: 0.0311194 | val_loss: 0.0312182 | Time: 2818.83 ms [2020-12-18 19:08:34 main:581] : INFO : Epoch 1914 | loss: 0.0311209 | val_loss: 0.0312013 | Time: 2825.88 ms [2020-12-18 19:08:36 main:581] : INFO : Epoch 1915 | loss: 0.0311136 | val_loss: 0.0311977 | Time: 2821.88 ms [2020-12-18 19:08:39 main:581] : INFO : Epoch 1916 | loss: 0.0311213 | val_loss: 0.0311985 | Time: 2818.06 ms [2020-12-18 19:08:42 main:581] : INFO : Epoch 1917 | loss: 0.0311141 | val_loss: 0.0312057 | Time: 2825.62 ms [2020-12-18 19:08:45 main:581] : INFO : Epoch 1918 | loss: 0.0311195 | val_loss: 0.0311935 | Time: 2819.68 ms [2020-12-18 19:08:48 main:581] : INFO : Epoch 1919 | loss: 0.0311235 | val_loss: 0.0311997 | Time: 2817.98 ms [2020-12-18 19:08:50 main:581] : INFO : Epoch 1920 | loss: 0.0311203 | val_loss: 0.031222 | Time: 2811.29 ms [2020-12-18 19:08:53 main:581] : INFO : Epoch 1921 | loss: 0.0311211 | val_loss: 0.0312049 | Time: 2825.16 ms [2020-12-18 19:08:56 main:581] : INFO : Epoch 1922 | loss: 0.0311161 | val_loss: 0.0311912 | Time: 2824.65 ms [2020-12-18 19:08:59 main:581] : INFO : Epoch 1923 | loss: 0.0311215 | val_loss: 0.0312212 | Time: 2824.11 ms [2020-12-18 19:09:02 main:581] : INFO : Epoch 1924 | loss: 0.0311273 | val_loss: 0.0312164 | Time: 2818.51 ms [2020-12-18 19:09:05 main:581] : INFO : Epoch 1925 | loss: 0.0311237 | val_loss: 0.0311987 | Time: 2819.79 ms [2020-12-18 19:09:07 main:581] : INFO : Epoch 1926 | loss: 0.0311248 | val_loss: 0.0312187 | Time: 2813.13 ms [2020-12-18 19:09:10 main:581] : INFO : Epoch 1927 | loss: 0.0311166 | val_loss: 0.0312138 | Time: 2820.46 ms [2020-12-18 19:09:13 main:581] : INFO : Epoch 1928 | loss: 0.0311172 | val_loss: 0.031206 | Time: 2824.92 ms [2020-12-18 19:09:16 main:581] : INFO : Epoch 1929 | loss: 0.0311157 | val_loss: 0.0311942 | Time: 2821.13 ms [2020-12-18 19:09:19 main:581] : INFO : Epoch 1930 | loss: 0.0311194 | val_loss: 0.0312092 | Time: 2824.84 ms [2020-12-18 19:09:21 main:581] : INFO : Epoch 1931 | loss: 0.0311161 | val_loss: 0.031206 | Time: 2824.36 ms [2020-12-18 19:09:24 main:581] : INFO : Epoch 1932 | loss: 0.031119 | val_loss: 0.0312178 | Time: 2829.56 ms [2020-12-18 19:09:27 main:581] : INFO : Epoch 1933 | loss: 0.0311283 | val_loss: 0.031182 | Time: 2828.39 ms [2020-12-18 19:09:30 main:581] : INFO : Epoch 1934 | loss: 0.0311406 | val_loss: 0.0311872 | Time: 2825.36 ms [2020-12-18 19:09:33 main:581] : INFO : Epoch 1935 | loss: 0.0311339 | val_loss: 0.0311915 | Time: 2822.17 ms [2020-12-18 19:09:36 main:581] : INFO : Epoch 1936 | loss: 0.0311227 | val_loss: 0.031218 | Time: 2825.93 ms [2020-12-18 19:09:38 main:581] : INFO : Epoch 1937 | loss: 0.031119 | val_loss: 0.031207 | Time: 2824.05 ms [2020-12-18 19:09:41 main:581] : INFO : Epoch 1938 | loss: 0.0311124 | val_loss: 0.0312101 | Time: 2823.67 ms [2020-12-18 19:09:44 main:581] : INFO : Epoch 1939 | loss: 0.0311277 | val_loss: 0.0311973 | Time: 2825.88 ms [2020-12-18 19:09:47 main:581] : INFO : Epoch 1940 | loss: 0.0311311 | val_loss: 0.0312164 | Time: 2827.62 ms [2020-12-18 19:09:50 main:581] : INFO : Epoch 1941 | loss: 0.0311277 | val_loss: 0.0312022 | Time: 2822.21 ms [2020-12-18 19:09:53 main:581] : INFO : Epoch 1942 | loss: 0.0311248 | val_loss: 0.0312065 | Time: 2824.56 ms [2020-12-18 19:09:55 main:581] : INFO : Epoch 1943 | loss: 0.0311233 | val_loss: 0.0312037 | Time: 2823.67 ms [2020-12-18 19:09:58 main:581] : INFO : Epoch 1944 | loss: 0.0311218 | val_loss: 0.031209 | Time: 2823.24 ms [2020-12-18 19:10:01 main:581] : INFO : Epoch 1945 | loss: 0.0311243 | val_loss: 0.0312029 | Time: 2825.03 ms [2020-12-18 19:10:04 main:581] : INFO : Epoch 1946 | loss: 0.0311298 | val_loss: 0.0311951 | Time: 2825.08 ms [2020-12-18 19:10:07 main:581] : INFO : Epoch 1947 | loss: 0.0311233 | val_loss: 0.0312089 | Time: 2824.06 ms [2020-12-18 19:10:10 main:581] : INFO : Epoch 1948 | loss: 0.0311171 | val_loss: 0.0312085 | Time: 2825.29 ms [2020-12-18 19:10:12 main:581] : INFO : Epoch 1949 | loss: 0.031115 | val_loss: 0.0312074 | Time: 2818.88 ms [2020-12-18 19:10:15 main:581] : INFO : Epoch 1950 | loss: 0.0311193 | val_loss: 0.0311934 | Time: 2820.94 ms [2020-12-18 19:10:18 main:581] : INFO : Epoch 1951 | loss: 0.0311236 | val_loss: 0.0312151 | Time: 2818.62 ms [2020-12-18 19:10:21 main:581] : INFO : Epoch 1952 | loss: 0.031125 | val_loss: 0.0312158 | Time: 2815.78 ms [2020-12-18 19:10:24 main:581] : INFO : Epoch 1953 | loss: 0.0311234 | val_loss: 0.0312297 | Time: 2816.85 ms [2020-12-18 19:10:26 main:581] : INFO : Epoch 1954 | loss: 0.0311342 | val_loss: 0.0312128 | Time: 2813.98 ms [2020-12-18 19:10:29 main:581] : INFO : Epoch 1955 | loss: 0.0311163 | val_loss: 0.031227 | Time: 2815.22 ms [2020-12-18 19:10:32 main:581] : INFO : Epoch 1956 | loss: 0.0311167 | val_loss: 0.0312169 | Time: 2821.1 ms [2020-12-18 19:10:35 main:581] : INFO : Epoch 1957 | loss: 0.0311124 | val_loss: 0.0312154 | Time: 2816.9 ms [2020-12-18 19:10:38 main:581] : INFO : Epoch 1958 | loss: 0.0311112 | val_loss: 0.0312168 | Time: 2818.91 ms [2020-12-18 19:10:41 main:581] : INFO : Epoch 1959 | loss: 0.0311274 | val_loss: 0.0312213 | Time: 2819.65 ms [2020-12-18 19:10:43 main:581] : INFO : Epoch 1960 | loss: 0.0311277 | val_loss: 0.0311914 | Time: 2821.26 ms [2020-12-18 19:10:46 main:581] : INFO : Epoch 1961 | loss: 0.0311364 | val_loss: 0.0311928 | Time: 2821.43 ms [2020-12-18 19:10:49 main:581] : INFO : Epoch 1962 | loss: 0.0311297 | val_loss: 0.0311921 | Time: 2824.1 ms [2020-12-18 19:10:52 main:581] : INFO : Epoch 1963 | loss: 0.031125 | val_loss: 0.0312051 | Time: 2818.46 ms [2020-12-18 19:10:55 main:581] : INFO : Epoch 1964 | loss: 0.0311224 | val_loss: 0.0312004 | Time: 2820.98 ms [2020-12-18 19:10:57 main:581] : INFO : Epoch 1965 | loss: 0.0311165 | val_loss: 0.031208 | Time: 2817.19 ms [2020-12-18 19:11:00 main:581] : INFO : Epoch 1966 | loss: 0.0311175 | val_loss: 0.0311977 | Time: 2818.49 ms [2020-12-18 19:11:03 main:581] : INFO : Epoch 1967 | loss: 0.0311183 | val_loss: 0.0312026 | Time: 2823.69 ms [2020-12-18 19:11:06 main:581] : INFO : Epoch 1968 | loss: 0.0311177 | val_loss: 0.0312144 | Time: 2821.64 ms [2020-12-18 19:11:09 main:581] : INFO : Epoch 1969 | loss: 0.0311168 | val_loss: 0.0311985 | Time: 2822.75 ms [2020-12-18 19:11:12 main:581] : INFO : Epoch 1970 | loss: 0.0311173 | val_loss: 0.0312143 | Time: 2813.11 ms [2020-12-18 19:11:14 main:581] : INFO : Epoch 1971 | loss: 0.0311224 | val_loss: 0.031192 | Time: 2823.33 ms [2020-12-18 19:11:17 main:581] : INFO : Epoch 1972 | loss: 0.0311192 | val_loss: 0.0312112 | Time: 2819.43 ms [2020-12-18 19:11:20 main:581] : INFO : Epoch 1973 | loss: 0.0311277 | val_loss: 0.0312052 | Time: 2824.63 ms [2020-12-18 19:11:23 main:581] : INFO : Epoch 1974 | loss: 0.0311252 | val_loss: 0.0312088 | Time: 2823.1 ms [2020-12-18 19:11:26 main:581] : INFO : Epoch 1975 | loss: 0.0311207 | val_loss: 0.0312034 | Time: 2825.25 ms [2020-12-18 19:11:28 main:581] : INFO : Epoch 1976 | loss: 0.031111 | val_loss: 0.0312098 | Time: 2825.52 ms [2020-12-18 19:11:31 main:581] : INFO : Epoch 1977 | loss: 0.0311114 | val_loss: 0.0312126 | Time: 2821.07 ms [2020-12-18 19:11:34 main:581] : INFO : Epoch 1978 | loss: 0.0311201 | val_loss: 0.0312108 | Time: 2824.42 ms [2020-12-18 19:11:37 main:581] : INFO : Epoch 1979 | loss: 0.0311194 | val_loss: 0.0312095 | Time: 2822.2 ms [2020-12-18 19:11:40 main:581] : INFO : Epoch 1980 | loss: 0.0311151 | val_loss: 0.0312111 | Time: 2822.42 ms [2020-12-18 19:11:43 main:581] : INFO : Epoch 1981 | loss: 0.0311126 | val_loss: 0.03121 | Time: 2823.73 ms [2020-12-18 19:11:45 main:581] : INFO : Epoch 1982 | loss: 0.0311144 | val_loss: 0.031209 | Time: 2824.03 ms [2020-12-18 19:11:48 main:581] : INFO : Epoch 1983 | loss: 0.0311149 | val_loss: 0.0312023 | Time: 2823.15 ms [2020-12-18 19:11:51 main:581] : INFO : Epoch 1984 | loss: 0.0311194 | val_loss: 0.0312073 | Time: 2816.24 ms [2020-12-18 19:11:54 main:581] : INFO : Epoch 1985 | loss: 0.031118 | val_loss: 0.0312169 | Time: 2817.19 ms [2020-12-18 19:11:57 main:581] : INFO : Epoch 1986 | loss: 0.0311174 | val_loss: 0.0312225 | Time: 2811 ms [2020-12-18 19:12:00 main:581] : INFO : Epoch 1987 | loss: 0.0311218 | val_loss: 0.0311949 | Time: 2819.26 ms [2020-12-18 19:12:02 main:581] : INFO : Epoch 1988 | loss: 0.0311183 | val_loss: 0.0312095 | Time: 2828.57 ms [2020-12-18 19:12:05 main:581] : INFO : Epoch 1989 | loss: 0.0311146 | val_loss: 0.0312114 | Time: 2823.85 ms [2020-12-18 19:12:08 main:581] : INFO : Epoch 1990 | loss: 0.0311121 | val_loss: 0.0312155 | Time: 2816.38 ms [2020-12-18 19:12:11 main:581] : INFO : Epoch 1991 | loss: 0.0311124 | val_loss: 0.0312038 | Time: 2827.67 ms [2020-12-18 19:12:14 main:581] : INFO : Epoch 1992 | loss: 0.0311127 | val_loss: 0.0312136 | Time: 2818.61 ms [2020-12-18 19:12:16 main:581] : INFO : Epoch 1993 | loss: 0.0311108 | val_loss: 0.0312139 | Time: 2823.13 ms [2020-12-18 19:12:19 main:581] : INFO : Epoch 1994 | loss: 0.0311161 | val_loss: 0.0311951 | Time: 2823.24 ms [2020-12-18 19:12:22 main:581] : INFO : Epoch 1995 | loss: 0.0311153 | val_loss: 0.03122 | Time: 2820.77 ms [2020-12-18 19:12:25 main:581] : INFO : Epoch 1996 | loss: 0.0311148 | val_loss: 0.0312116 | Time: 2808.18 ms [2020-12-18 19:12:28 main:581] : INFO : Epoch 1997 | loss: 0.0311079 | val_loss: 0.0312065 | Time: 2820.19 ms [2020-12-18 19:12:31 main:581] : INFO : Epoch 1998 | loss: 0.0311064 | val_loss: 0.0312201 | Time: 2820.54 ms [2020-12-18 19:12:33 main:581] : INFO : Epoch 1999 | loss: 0.0311112 | val_loss: 0.0312116 | Time: 2809.76 ms [2020-12-18 19:12:36 main:581] : INFO : Epoch 2000 | loss: 0.0311139 | val_loss: 0.0311957 | Time: 2816.72 ms [2020-12-18 19:12:39 main:581] : INFO : Epoch 2001 | loss: 0.0311154 | val_loss: 0.0312224 | Time: 2845.3 ms [2020-12-18 19:12:42 main:581] : INFO : Epoch 2002 | loss: 0.0311183 | val_loss: 0.0312053 | Time: 2813.88 ms [2020-12-18 19:12:45 main:581] : INFO : Epoch 2003 | loss: 0.0311215 | val_loss: 0.0312069 | Time: 2809.7 ms [2020-12-18 19:12:47 main:581] : INFO : Epoch 2004 | loss: 0.0311186 | val_loss: 0.0312104 | Time: 2813.03 ms [2020-12-18 19:12:50 main:581] : INFO : Epoch 2005 | loss: 0.0311186 | val_loss: 0.0312087 | Time: 2801.64 ms [2020-12-18 19:12:53 main:581] : INFO : Epoch 2006 | loss: 0.031112 | val_loss: 0.0312091 | Time: 2804.16 ms [2020-12-18 19:12:56 main:581] : INFO : Epoch 2007 | loss: 0.0311133 | val_loss: 0.0312047 | Time: 2813.17 ms [2020-12-18 19:12:59 main:581] : INFO : Epoch 2008 | loss: 0.0311128 | val_loss: 0.0312175 | Time: 2811.88 ms [2020-12-18 19:13:02 main:581] : INFO : Epoch 2009 | loss: 0.0311115 | val_loss: 0.0312196 | Time: 2830.98 ms [2020-12-18 19:13:04 main:581] : INFO : Epoch 2010 | loss: 0.0311104 | val_loss: 0.0312104 | Time: 2810.43 ms [2020-12-18 19:13:07 main:581] : INFO : Epoch 2011 | loss: 0.031114 | val_loss: 0.0312205 | Time: 2812.65 ms [2020-12-18 19:13:10 main:581] : INFO : Epoch 2012 | loss: 0.0311225 | val_loss: 0.0312117 | Time: 2838.06 ms [2020-12-18 19:13:13 main:581] : INFO : Epoch 2013 | loss: 0.0311268 | val_loss: 0.0311976 | Time: 2821.69 ms [2020-12-18 19:13:16 main:581] : INFO : Epoch 2014 | loss: 0.0311225 | val_loss: 0.0312043 | Time: 2809.8 ms [2020-12-18 19:13:18 main:581] : INFO : Epoch 2015 | loss: 0.0311244 | val_loss: 0.0311974 | Time: 2818.44 ms [2020-12-18 19:13:21 main:581] : INFO : Epoch 2016 | loss: 0.0311255 | val_loss: 0.0311971 | Time: 2814.11 ms [2020-12-18 19:13:24 main:581] : INFO : Epoch 2017 | loss: 0.0311151 | val_loss: 0.0312049 | Time: 2813.35 ms [2020-12-18 19:13:27 main:581] : INFO : Epoch 2018 | loss: 0.0311239 | val_loss: 0.031198 | Time: 2820.1 ms [2020-12-18 19:13:30 main:581] : INFO : Epoch 2019 | loss: 0.0311275 | val_loss: 0.0312177 | Time: 2820.69 ms [2020-12-18 19:13:33 main:581] : INFO : Epoch 2020 | loss: 0.0311184 | val_loss: 0.0312083 | Time: 2822.21 ms [2020-12-18 19:13:35 main:581] : INFO : Epoch 2021 | loss: 0.0311133 | val_loss: 0.031202 | Time: 2815.59 ms [2020-12-18 19:13:38 main:581] : INFO : Epoch 2022 | loss: 0.0311146 | val_loss: 0.031208 | Time: 2813.67 ms [2020-12-18 19:13:41 main:581] : INFO : Epoch 2023 | loss: 0.031116 | val_loss: 0.0312132 | Time: 2841.56 ms [2020-12-18 19:13:44 main:581] : INFO : Epoch 2024 | loss: 0.0311126 | val_loss: 0.031213 | Time: 2817.28 ms [2020-12-18 19:13:47 main:581] : INFO : Epoch 2025 | loss: 0.0311132 | val_loss: 0.0312015 | Time: 2817.44 ms [2020-12-18 19:13:49 main:581] : INFO : Epoch 2026 | loss: 0.0311112 | val_loss: 0.0312114 | Time: 2823.85 ms [2020-12-18 19:13:52 main:581] : INFO : Epoch 2027 | loss: 0.0311274 | val_loss: 0.0312084 | Time: 2811.88 ms [2020-12-18 19:13:55 main:581] : INFO : Epoch 2028 | loss: 0.0311326 | val_loss: 0.0311926 | Time: 2817.89 ms [2020-12-18 19:13:58 main:581] : INFO : Epoch 2029 | loss: 0.0311306 | val_loss: 0.0312032 | Time: 2815.06 ms [2020-12-18 19:14:01 main:581] : INFO : Epoch 2030 | loss: 0.0311239 | val_loss: 0.0312139 | Time: 2840.73 ms [2020-12-18 19:14:04 main:581] : INFO : Epoch 2031 | loss: 0.0311231 | val_loss: 0.0311995 | Time: 2817.06 ms [2020-12-18 19:14:06 main:581] : INFO : Epoch 2032 | loss: 0.0311204 | val_loss: 0.031198 | Time: 2817.77 ms [2020-12-18 19:14:09 main:581] : INFO : Epoch 2033 | loss: 0.0311148 | val_loss: 0.0312065 | Time: 2838.67 ms [2020-12-18 19:14:12 main:581] : INFO : Epoch 2034 | loss: 0.0311089 | val_loss: 0.0312228 | Time: 2815.2 ms [2020-12-18 19:14:15 main:581] : INFO : Epoch 2035 | loss: 0.0311087 | val_loss: 0.0312121 | Time: 2816.2 ms [2020-12-18 19:14:18 main:581] : INFO : Epoch 2036 | loss: 0.0311167 | val_loss: 0.0312034 | Time: 2813.3 ms [2020-12-18 19:14:21 main:581] : INFO : Epoch 2037 | loss: 0.0311184 | val_loss: 0.0312056 | Time: 2821.22 ms [2020-12-18 19:14:23 main:581] : INFO : Epoch 2038 | loss: 0.0311241 | val_loss: 0.0312051 | Time: 2816.74 ms [2020-12-18 19:14:26 main:581] : INFO : Epoch 2039 | loss: 0.0313083 | val_loss: 0.0345293 | Time: 2818.43 ms [2020-12-18 19:14:29 main:581] : INFO : Epoch 2040 | loss: 0.0352676 | val_loss: 0.0331669 | Time: 2819.12 ms [2020-12-18 19:14:32 main:581] : INFO : Epoch 2041 | loss: 0.0333718 | val_loss: 0.0315549 | Time: 2816.52 ms [2020-12-18 19:14:35 main:581] : INFO : Epoch 2042 | loss: 0.0314355 | val_loss: 0.0313187 | Time: 2818.12 ms [2020-12-18 19:14:37 main:581] : INFO : Epoch 2043 | loss: 0.0312843 | val_loss: 0.0312601 | Time: 2822.33 ms [2020-12-18 19:14:40 main:581] : INFO : Epoch 2044 | loss: 0.0312564 | val_loss: 0.0312516 | Time: 2844.38 ms [2020-12-18 19:14:43 main:581] : INFO : Epoch 2045 | loss: 0.0312499 | val_loss: 0.0312474 | Time: 2820.31 ms [2020-12-18 19:14:46 main:581] : INFO : Epoch 2046 | loss: 0.0312459 | val_loss: 0.0312427 | Time: 2821.26 ms [2020-12-18 19:14:49 main:581] : INFO : Epoch 2047 | loss: 0.0312413 | val_loss: 0.0312374 | Time: 2819.33 ms [2020-12-18 19:14:52 main:581] : INFO : Epoch 2048 | loss: 0.0312342 | val_loss: 0.0312278 | Time: 2822.42 ms [2020-12-18 19:14:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312278 [2020-12-18 19:14:52 main:610] : INFO : Saving end state to config to file [2020-12-18 19:14:52 main:615] : INFO : Success, exiting.. 19:14:52 (1951287): 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)