Task 4174875
| Name | ParityMachine-1613189904-29046-1_0 |
| Workunit | 2277474 |
| Created | 24 Feb 2021, 14:28:11 UTC |
| Sent | 4 Mar 2021, 20:53:00 UTC |
| Report deadline | 11 Mar 2021, 20:53:00 UTC |
| Received | 5 Mar 2021, 16:28:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 130 |
| Run time | 1 hours 46 min 45 sec |
| CPU time | 53 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,535.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.53 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311749 | val_loss: 0.031181 | Time: 3080.13 ms
[2021-03-05 08:02:35 main:581] : INFO : Epoch 1539 | loss: 0.031177 | val_loss: 0.0311777 | Time: 3100.92 ms
[2021-03-05 08:02:38 main:581] : INFO : Epoch 1540 | loss: 0.0311763 | val_loss: 0.0311817 | Time: 3138.89 ms
[2021-03-05 08:02:41 main:581] : INFO : Epoch 1541 | loss: 0.0311771 | val_loss: 0.0311828 | Time: 3107.78 ms
[2021-03-05 08:02:44 main:581] : INFO : Epoch 1542 | loss: 0.0311817 | val_loss: 0.0311937 | Time: 3118.15 ms
[2021-03-05 08:02:47 main:581] : INFO : Epoch 1543 | loss: 0.0311861 | val_loss: 0.0311857 | Time: 3247.33 ms
[2021-03-05 08:02:51 main:581] : INFO : Epoch 1544 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 3197.43 ms
[2021-03-05 08:02:54 main:581] : INFO : Epoch 1545 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 3147.04 ms
[2021-03-05 08:02:57 main:581] : INFO : Epoch 1546 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 3168.46 ms
[2021-03-05 08:03:00 main:581] : INFO : Epoch 1547 | loss: 0.0311728 | val_loss: 0.031177 | Time: 3097.37 ms
[2021-03-05 08:03:03 main:581] : INFO : Epoch 1548 | loss: 0.0311719 | val_loss: 0.0311765 | Time: 3081.86 ms
[2021-03-05 08:03:06 main:581] : INFO : Epoch 1549 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 3187.81 ms
[2021-03-05 08:03:09 main:581] : INFO : Epoch 1550 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 3199.15 ms
[2021-03-05 08:03:13 main:581] : INFO : Epoch 1551 | loss: 0.0311683 | val_loss: 0.0311715 | Time: 3139.84 ms
[2021-03-05 08:03:16 main:581] : INFO : Epoch 1552 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 3196.63 ms
[2021-03-05 08:03:19 main:581] : INFO : Epoch 1553 | loss: 0.0311734 | val_loss: 0.0311739 | Time: 3110.59 ms
[2021-03-05 08:03:22 main:581] : INFO : Epoch 1554 | loss: 0.0311717 | val_loss: 0.031173 | Time: 3163.51 ms
[2021-03-05 08:03:25 main:581] : INFO : Epoch 1555 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 3161.1 ms
[2021-03-05 08:03:28 main:581] : INFO : Epoch 1556 | loss: 0.0311721 | val_loss: 0.0311707 | Time: 3112.61 ms
[2021-03-05 08:03:31 main:581] : INFO : Epoch 1557 | loss: 0.0311685 | val_loss: 0.0311692 | Time: 3196.56 ms
[2021-03-05 08:03:35 main:581] : INFO : Epoch 1558 | loss: 0.031166 | val_loss: 0.0311677 | Time: 3151.86 ms
[2021-03-05 08:03:38 main:581] : INFO : Epoch 1559 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 3210.31 ms
[2021-03-05 08:03:41 main:581] : INFO : Epoch 1560 | loss: 0.031164 | val_loss: 0.0311663 | Time: 3182.91 ms
[2021-03-05 08:03:44 main:581] : INFO : Epoch 1561 | loss: 0.0311626 | val_loss: 0.0311653 | Time: 3157.69 ms
[2021-03-05 08:03:47 main:581] : INFO : Epoch 1562 | loss: 0.0311605 | val_loss: 0.0311654 | Time: 3176.22 ms
[2021-03-05 08:03:51 main:581] : INFO : Epoch 1563 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 3185.5 ms
[2021-03-05 08:03:54 main:581] : INFO : Epoch 1564 | loss: 0.0311619 | val_loss: 0.0311647 | Time: 3170.09 ms
[2021-03-05 08:03:57 main:581] : INFO : Epoch 1565 | loss: 0.0311597 | val_loss: 0.0311646 | Time: 3138.02 ms
[2021-03-05 08:04:00 main:581] : INFO : Epoch 1566 | loss: 0.0311588 | val_loss: 0.0311672 | Time: 3140.25 ms
[2021-03-05 08:04:03 main:581] : INFO : Epoch 1567 | loss: 0.0311591 | val_loss: 0.0311644 | Time: 3112.76 ms
[2021-03-05 08:04:06 main:581] : INFO : Epoch 1568 | loss: 0.03116 | val_loss: 0.0311628 | Time: 3089.02 ms
[2021-03-05 08:04:09 main:581] : INFO : Epoch 1569 | loss: 0.0311563 | val_loss: 0.0311627 | Time: 3127.43 ms
[2021-03-05 08:04:13 main:581] : INFO : Epoch 1570 | loss: 0.0311573 | val_loss: 0.0311636 | Time: 3200.38 ms
[2021-03-05 08:04:16 main:581] : INFO : Epoch 1571 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 3186.45 ms
[2021-03-05 08:04:19 main:581] : INFO : Epoch 1572 | loss: 0.0311538 | val_loss: 0.0311611 | Time: 3159.6 ms
[2021-03-05 08:04:22 main:581] : INFO : Epoch 1573 | loss: 0.031153 | val_loss: 0.0311616 | Time: 3195.73 ms
[2021-03-05 08:04:25 main:581] : INFO : Epoch 1574 | loss: 0.0311525 | val_loss: 0.0311604 | Time: 3150.89 ms
[2021-03-05 08:04:28 main:581] : INFO : Epoch 1575 | loss: 0.0311518 | val_loss: 0.0311608 | Time: 3094.6 ms
[2021-03-05 08:04:31 main:581] : INFO : Epoch 1576 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 3100.21 ms
[2021-03-05 08:04:35 main:581] : INFO : Epoch 1577 | loss: 0.0311557 | val_loss: 0.0311613 | Time: 3138 ms
[2021-03-05 08:04:38 main:581] : INFO : Epoch 1578 | loss: 0.031157 | val_loss: 0.0311662 | Time: 3106.97 ms
[2021-03-05 08:04:41 main:581] : INFO : Epoch 1579 | loss: 0.0311599 | val_loss: 0.0311632 | Time: 3182.55 ms
[2021-03-05 08:04:44 main:581] : INFO : Epoch 1580 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 3142.82 ms
[2021-03-05 08:04:47 main:581] : INFO : Epoch 1581 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 3202.16 ms
[2021-03-05 08:04:50 main:581] : INFO : Epoch 1582 | loss: 0.031164 | val_loss: 0.03117 | Time: 3262.16 ms
[2021-03-05 08:04:54 main:581] : INFO : Epoch 1583 | loss: 0.0311664 | val_loss: 0.0311825 | Time: 3150.31 ms
[2021-03-05 08:04:57 main:581] : INFO : Epoch 1584 | loss: 0.0311717 | val_loss: 0.0311732 | Time: 3108.43 ms
[2021-03-05 08:05:00 main:581] : INFO : Epoch 1585 | loss: 0.0311672 | val_loss: 0.031172 | Time: 3136.41 ms
[2021-03-05 08:05:03 main:581] : INFO : Epoch 1586 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 3114.84 ms
[2021-03-05 08:05:06 main:581] : INFO : Epoch 1587 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 3126.31 ms
[2021-03-05 08:05:09 main:581] : INFO : Epoch 1588 | loss: 0.03116 | val_loss: 0.031166 | Time: 3122.76 ms
[2021-03-05 08:05:12 main:581] : INFO : Epoch 1589 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 3167.81 ms
[2021-03-05 08:05:16 main:581] : INFO : Epoch 1590 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 3147.41 ms
[2021-03-05 08:05:19 main:581] : INFO : Epoch 1591 | loss: 0.031155 | val_loss: 0.0311642 | Time: 3175.15 ms
[2021-03-05 08:05:22 main:581] : INFO : Epoch 1592 | loss: 0.0311542 | val_loss: 0.0311619 | Time: 3114.06 ms
[2021-03-05 08:05:25 main:581] : INFO : Epoch 1593 | loss: 0.0311532 | val_loss: 0.0311614 | Time: 3153.96 ms
[2021-03-05 08:05:28 main:581] : INFO : Epoch 1594 | loss: 0.031155 | val_loss: 0.0311628 | Time: 3119 ms
[2021-03-05 08:05:31 main:581] : INFO : Epoch 1595 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 3135.81 ms
[2021-03-05 08:05:34 main:581] : INFO : Epoch 1596 | loss: 0.0311535 | val_loss: 0.03116 | Time: 3157.32 ms
[2021-03-05 08:05:38 main:581] : INFO : Epoch 1597 | loss: 0.0311526 | val_loss: 0.0311588 | Time: 3171.33 ms
[2021-03-05 08:05:41 main:581] : INFO : Epoch 1598 | loss: 0.0311515 | val_loss: 0.0311583 | Time: 3086.51 ms
[2021-03-05 08:05:44 main:581] : INFO : Epoch 1599 | loss: 0.0311512 | val_loss: 0.0311577 | Time: 3103.53 ms
[2021-03-05 08:05:47 main:581] : INFO : Epoch 1600 | loss: 0.0311508 | val_loss: 0.0311602 | Time: 3138.97 ms
[2021-03-05 08:05:50 main:581] : INFO : Epoch 1601 | loss: 0.0311496 | val_loss: 0.0311573 | Time: 3207.88 ms
[2021-03-05 08:05:53 main:581] : INFO : Epoch 1602 | loss: 0.0311487 | val_loss: 0.0311571 | Time: 3182.27 ms
[2021-03-05 08:05:56 main:581] : INFO : Epoch 1603 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 3128.07 ms
[2021-03-05 08:06:00 main:581] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311968 | Time: 3140.72 ms
[2021-03-05 08:06:03 main:581] : INFO : Epoch 1605 | loss: 0.0311944 | val_loss: 0.0312007 | Time: 3182.69 ms
[2021-03-05 08:06:06 main:581] : INFO : Epoch 1606 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 3191.94 ms
[2021-03-05 08:06:09 main:581] : INFO : Epoch 1607 | loss: 0.0311846 | val_loss: 0.03119 | Time: 3116.4 ms
[2021-03-05 08:06:12 main:581] : INFO : Epoch 1608 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 3118.12 ms
[2021-03-05 08:06:15 main:581] : INFO : Epoch 1609 | loss: 0.0311811 | val_loss: 0.0311865 | Time: 3162 ms
[2021-03-05 08:06:19 main:581] : INFO : Epoch 1610 | loss: 0.0311781 | val_loss: 0.0311893 | Time: 3175.88 ms
[2021-03-05 08:06:22 main:581] : INFO : Epoch 1611 | loss: 0.0311772 | val_loss: 0.0311892 | Time: 3088.26 ms
[2021-03-05 08:06:25 main:581] : INFO : Epoch 1612 | loss: 0.0311777 | val_loss: 0.0311857 | Time: 3106.65 ms
[2021-03-05 08:06:28 main:581] : INFO : Epoch 1613 | loss: 0.0311749 | val_loss: 0.0311824 | Time: 3125.19 ms
[2021-03-05 08:06:31 main:581] : INFO : Epoch 1614 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 3110.87 ms
[2021-03-05 08:06:34 main:581] : INFO : Epoch 1615 | loss: 0.0311736 | val_loss: 0.0311825 | Time: 3102.67 ms
[2021-03-05 08:06:37 main:581] : INFO : Epoch 1616 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 3073.3 ms
[2021-03-05 08:06:40 main:581] : INFO : Epoch 1617 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 3127.93 ms
[2021-03-05 08:06:43 main:581] : INFO : Epoch 1618 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 3128.65 ms
[2021-03-05 08:06:47 main:581] : INFO : Epoch 1619 | loss: 0.0311717 | val_loss: 0.0311819 | Time: 3134.34 ms
[2021-03-05 08:06:50 main:581] : INFO : Epoch 1620 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 3112.17 ms
[2021-03-05 08:06:53 main:581] : INFO : Epoch 1621 | loss: 0.0311685 | val_loss: 0.0311806 | Time: 3130.87 ms
[2021-03-05 08:06:56 main:581] : INFO : Epoch 1622 | loss: 0.0311679 | val_loss: 0.0311794 | Time: 3079.03 ms
[2021-03-05 08:06:59 main:581] : INFO : Epoch 1623 | loss: 0.031168 | val_loss: 0.0311799 | Time: 3050.94 ms
[2021-03-05 08:07:02 main:581] : INFO : Epoch 1624 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 3057.56 ms
[2021-03-05 08:07:05 main:581] : INFO : Epoch 1625 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 3086.67 ms
[2021-03-05 08:07:08 main:581] : INFO : Epoch 1626 | loss: 0.0311667 | val_loss: 0.0311779 | Time: 3122.85 ms
[2021-03-05 08:07:11 main:581] : INFO : Epoch 1627 | loss: 0.0311675 | val_loss: 0.031181 | Time: 3114.27 ms
[2021-03-05 08:07:14 main:581] : INFO : Epoch 1628 | loss: 0.0311671 | val_loss: 0.031177 | Time: 3082.65 ms
[2021-03-05 08:07:17 main:581] : INFO : Epoch 1629 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 3037.01 ms
[2021-03-05 08:07:20 main:581] : INFO : Epoch 1630 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 2983.87 ms
[2021-03-05 08:07:23 main:581] : INFO : Epoch 1631 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 2990.07 ms
[2021-03-05 08:07:26 main:581] : INFO : Epoch 1632 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 3048.19 ms
[2021-03-05 08:07:29 main:581] : INFO : Epoch 1633 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 3017.62 ms
[2021-03-05 08:07:33 main:581] : INFO : Epoch 1634 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 3021.58 ms
[2021-03-05 08:07:36 main:581] : INFO : Epoch 1635 | loss: 0.031163 | val_loss: 0.0311759 | Time: 3035.8 ms
[2021-03-05 08:07:39 main:581] : INFO : Epoch 1636 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 3053.09 ms
[2021-03-05 08:07:42 main:581] : INFO : Epoch 1637 | loss: 0.031167 | val_loss: 0.031175 | Time: 3088.93 ms
[2021-03-05 08:07:45 main:581] : INFO : Epoch 1638 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 3094.87 ms
[2021-03-05 08:07:48 main:581] : INFO : Epoch 1639 | loss: 0.031165 | val_loss: 0.0311753 | Time: 3057.02 ms
[2021-03-05 08:07:51 main:581] : INFO : Epoch 1640 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 3084.77 ms
[2021-03-05 08:07:54 main:581] : INFO : Epoch 1641 | loss: 0.0311624 | val_loss: 0.0311728 | Time: 3109.03 ms
[2021-03-05 08:07:57 main:581] : INFO : Epoch 1642 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 3084.56 ms
[2021-03-05 08:08:00 main:581] : INFO : Epoch 1643 | loss: 0.0311606 | val_loss: 0.0311716 | Time: 3105.66 ms
[2021-03-05 08:08:03 main:581] : INFO : Epoch 1644 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 3095.08 ms
[2021-03-05 08:08:06 main:581] : INFO : Epoch 1645 | loss: 0.0311597 | val_loss: 0.0311721 | Time: 3043.21 ms
[2021-03-05 08:08:09 main:581] : INFO : Epoch 1646 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 3049.88 ms
[2021-03-05 08:08:13 main:581] : INFO : Epoch 1647 | loss: 0.031158 | val_loss: 0.0311717 | Time: 3089.62 ms
[2021-03-05 08:08:16 main:581] : INFO : Epoch 1648 | loss: 0.031159 | val_loss: 0.0311723 | Time: 3133.34 ms
[2021-03-05 08:08:19 main:581] : INFO : Epoch 1649 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 3042.07 ms
[2021-03-05 08:08:22 main:581] : INFO : Epoch 1650 | loss: 0.0311574 | val_loss: 0.031171 | Time: 3098.57 ms
[2021-03-05 08:08:25 main:581] : INFO : Epoch 1651 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 3106.16 ms
[2021-03-05 08:08:28 main:581] : INFO : Epoch 1652 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 3053.3 ms
[2021-03-05 08:08:31 main:581] : INFO : Epoch 1653 | loss: 0.0311565 | val_loss: 0.0311713 | Time: 3056.18 ms
[2021-03-05 08:08:34 main:581] : INFO : Epoch 1654 | loss: 0.0311573 | val_loss: 0.0311749 | Time: 3073.66 ms
[2021-03-05 08:08:37 main:581] : INFO : Epoch 1655 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 3047.99 ms
[2021-03-05 08:08:40 main:581] : INFO : Epoch 1656 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 3113.68 ms
[2021-03-05 08:08:43 main:581] : INFO : Epoch 1657 | loss: 0.0311545 | val_loss: 0.0311726 | Time: 3080.92 ms
[2021-03-05 08:08:46 main:581] : INFO : Epoch 1658 | loss: 0.031155 | val_loss: 0.0311711 | Time: 3083.21 ms
[2021-03-05 08:08:50 main:581] : INFO : Epoch 1659 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 3111.3 ms
[2021-03-05 08:08:53 main:581] : INFO : Epoch 1660 | loss: 0.0311534 | val_loss: 0.0311728 | Time: 3088.88 ms
[2021-03-05 08:08:56 main:581] : INFO : Epoch 1661 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 3057.06 ms
[2021-03-05 08:08:59 main:581] : INFO : Epoch 1662 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 3119.59 ms
[2021-03-05 08:09:02 main:581] : INFO : Epoch 1663 | loss: 0.0311571 | val_loss: 0.0311901 | Time: 3130.66 ms
[2021-03-05 08:09:05 main:581] : INFO : Epoch 1664 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 3141.11 ms
[2021-03-05 08:09:08 main:581] : INFO : Epoch 1665 | loss: 0.0311567 | val_loss: 0.0311696 | Time: 3109.31 ms
[2021-03-05 08:09:11 main:581] : INFO : Epoch 1666 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 3043.88 ms
[2021-03-05 08:09:14 main:581] : INFO : Epoch 1667 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 3065.66 ms
[2021-03-05 08:09:17 main:581] : INFO : Epoch 1668 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 3086.12 ms
[2021-03-05 08:09:20 main:581] : INFO : Epoch 1669 | loss: 0.0311549 | val_loss: 0.0311684 | Time: 3088.41 ms
[2021-03-05 08:09:24 main:581] : INFO : Epoch 1670 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 3105.14 ms
[2021-03-05 08:09:27 main:581] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 3113.65 ms
[2021-03-05 08:09:30 main:581] : INFO : Epoch 1672 | loss: 0.031154 | val_loss: 0.0311667 | Time: 3090.93 ms
[2021-03-05 08:09:33 main:581] : INFO : Epoch 1673 | loss: 0.0311524 | val_loss: 0.0311664 | Time: 3109.33 ms
[2021-03-05 08:09:36 main:581] : INFO : Epoch 1674 | loss: 0.0311524 | val_loss: 0.0311664 | Time: 3070.68 ms
[2021-03-05 08:09:39 main:581] : INFO : Epoch 1675 | loss: 0.0311516 | val_loss: 0.031167 | Time: 3082.75 ms
[2021-03-05 08:09:42 main:581] : INFO : Epoch 1676 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 3034.04 ms
[2021-03-05 08:09:45 main:581] : INFO : Epoch 1677 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 3076 ms
[2021-03-05 08:09:48 main:581] : INFO : Epoch 1678 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 3070.51 ms
[2021-03-05 08:09:51 main:581] : INFO : Epoch 1679 | loss: 0.0311519 | val_loss: 0.0311685 | Time: 3053.83 ms
[2021-03-05 08:09:54 main:581] : INFO : Epoch 1680 | loss: 0.031151 | val_loss: 0.0311676 | Time: 3051.34 ms
[2021-03-05 08:09:57 main:581] : INFO : Epoch 1681 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 3007.88 ms
[2021-03-05 08:10:00 main:581] : INFO : Epoch 1682 | loss: 0.0311501 | val_loss: 0.0311677 | Time: 3030.19 ms
[2021-03-05 08:10:03 main:581] : INFO : Epoch 1683 | loss: 0.0311492 | val_loss: 0.0311679 | Time: 3029.37 ms
[2021-03-05 08:10:06 main:581] : INFO : Epoch 1684 | loss: 0.0311491 | val_loss: 0.0311661 | Time: 3108.03 ms
[2021-03-05 08:10:10 main:581] : INFO : Epoch 1685 | loss: 0.0311495 | val_loss: 0.0311717 | Time: 3140.04 ms
[2021-03-05 08:10:13 main:581] : INFO : Epoch 1686 | loss: 0.0311502 | val_loss: 0.0311747 | Time: 3151.69 ms
[2021-03-05 08:10:16 main:581] : INFO : Epoch 1687 | loss: 0.0311492 | val_loss: 0.0311684 | Time: 3095.8 ms
[2021-03-05 08:10:19 main:581] : INFO : Epoch 1688 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 3047.94 ms
[2021-03-05 08:10:22 main:581] : INFO : Epoch 1689 | loss: 0.031159 | val_loss: 0.0311702 | Time: 3036.97 ms
[2021-03-05 08:10:25 main:581] : INFO : Epoch 1690 | loss: 0.0311574 | val_loss: 0.0311653 | Time: 3056.71 ms
[2021-03-05 08:10:28 main:581] : INFO : Epoch 1691 | loss: 0.0311562 | val_loss: 0.0311654 | Time: 3059.04 ms
[2021-03-05 08:10:31 main:581] : INFO : Epoch 1692 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 3070.66 ms
[2021-03-05 08:10:34 main:581] : INFO : Epoch 1693 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 3096.06 ms
[2021-03-05 08:10:37 main:581] : INFO : Epoch 1694 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 3060.94 ms
[2021-03-05 08:10:40 main:581] : INFO : Epoch 1695 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 3038.68 ms
[2021-03-05 08:10:43 main:581] : INFO : Epoch 1696 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 3042.5 ms
[2021-03-05 08:10:46 main:581] : INFO : Epoch 1697 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 3030.08 ms
[2021-03-05 08:10:49 main:581] : INFO : Epoch 1698 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 3022.86 ms
[2021-03-05 08:10:53 main:581] : INFO : Epoch 1699 | loss: 0.0311511 | val_loss: 0.0311649 | Time: 3060.98 ms
[2021-03-05 08:10:56 main:581] : INFO : Epoch 1700 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 3068.32 ms
[2021-03-05 08:10:59 main:581] : INFO : Epoch 1701 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 3042.48 ms
[2021-03-05 08:11:02 main:581] : INFO : Epoch 1702 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 3037.23 ms
[2021-03-05 08:11:05 main:581] : INFO : Epoch 1703 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 3029.01 ms
[2021-03-05 08:11:08 main:581] : INFO : Epoch 1704 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 3037.25 ms
[2021-03-05 08:11:11 main:581] : INFO : Epoch 1705 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 3095.04 ms
[2021-03-05 08:11:14 main:581] : INFO : Epoch 1706 | loss: 0.031154 | val_loss: 0.0311691 | Time: 3081.12 ms
[2021-03-05 08:11:17 main:581] : INFO : Epoch 1707 | loss: 0.0311526 | val_loss: 0.031164 | Time: 3137.26 ms
[2021-03-05 08:11:20 main:581] : INFO : Epoch 1708 | loss: 0.0311484 | val_loss: 0.0311629 | Time: 3113.29 ms
[2021-03-05 08:11:23 main:581] : INFO : Epoch 1709 | loss: 0.0311479 | val_loss: 0.0311628 | Time: 3163.62 ms
[2021-03-05 08:11:26 main:581] : INFO : Epoch 1710 | loss: 0.0311495 | val_loss: 0.031163 | Time: 3099.41 ms
[2021-03-05 08:11:30 main:581] : INFO : Epoch 1711 | loss: 0.0311486 | val_loss: 0.0311627 | Time: 3088.18 ms
[2021-03-05 08:11:33 main:581] : INFO : Epoch 1712 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 3066.51 ms
[2021-03-05 08:11:36 main:581] : INFO : Epoch 1713 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 3072.76 ms
[2021-03-05 08:11:39 main:581] : INFO : Epoch 1714 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 3076.25 ms
[2021-03-05 08:11:42 main:581] : INFO : Epoch 1715 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 3104.1 ms
[2021-03-05 08:11:45 main:581] : INFO : Epoch 1716 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 3100.62 ms
[2021-03-05 08:11:48 main:581] : INFO : Epoch 1717 | loss: 0.0311505 | val_loss: 0.0311638 | Time: 3104.05 ms
[2021-03-05 08:11:51 main:581] : INFO : Epoch 1718 | loss: 0.031154 | val_loss: 0.0311617 | Time: 3061.16 ms
[2021-03-05 08:11:54 main:581] : INFO : Epoch 1719 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 3044.83 ms
[2021-03-05 08:11:57 main:581] : INFO : Epoch 1720 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 3055.19 ms
[2021-03-05 08:12:00 main:581] : INFO : Epoch 1721 | loss: 0.0311515 | val_loss: 0.0311612 | Time: 3028.95 ms
[2021-03-05 08:12:03 main:581] : INFO : Epoch 1722 | loss: 0.0311501 | val_loss: 0.0311614 | Time: 3017.82 ms
[2021-03-05 08:12:06 main:581] : INFO : Epoch 1723 | loss: 0.0311483 | val_loss: 0.0311611 | Time: 2990.99 ms
[2021-03-05 08:12:09 main:581] : INFO : Epoch 1724 | loss: 0.031148 | val_loss: 0.0311618 | Time: 3016.81 ms
[2021-03-05 08:12:12 main:581] : INFO : Epoch 1725 | loss: 0.0311465 | val_loss: 0.0311619 | Time: 3040.05 ms
[2021-03-05 08:12:15 main:581] : INFO : Epoch 1726 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 3040.65 ms
[2021-03-05 08:12:18 main:581] : INFO : Epoch 1727 | loss: 0.0311465 | val_loss: 0.0311615 | Time: 2997.59 ms
[2021-03-05 08:12:21 main:581] : INFO : Epoch 1728 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 2995.34 ms
[2021-03-05 08:12:24 main:581] : INFO : Epoch 1729 | loss: 0.0311458 | val_loss: 0.0311602 | Time: 2993.29 ms
[2021-03-05 08:12:27 main:581] : INFO : Epoch 1730 | loss: 0.0311462 | val_loss: 0.0311617 | Time: 3019.87 ms
[2021-03-05 08:12:30 main:581] : INFO : Epoch 1731 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 3016.92 ms
[2021-03-05 08:12:33 main:581] : INFO : Epoch 1732 | loss: 0.0311457 | val_loss: 0.0311608 | Time: 3007.87 ms
[2021-03-05 08:12:36 main:581] : INFO : Epoch 1733 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 3057.96 ms
[2021-03-05 08:12:39 main:581] : INFO : Epoch 1734 | loss: 0.031144 | val_loss: 0.0311615 | Time: 3017.3 ms
[2021-03-05 08:12:42 main:581] : INFO : Epoch 1735 | loss: 0.0311437 | val_loss: 0.0311606 | Time: 3030.77 ms
[2021-03-05 08:12:46 main:581] : INFO : Epoch 1736 | loss: 0.0311432 | val_loss: 0.0311598 | Time: 3050.2 ms
[2021-03-05 08:12:49 main:581] : INFO : Epoch 1737 | loss: 0.0311444 | val_loss: 0.0311608 | Time: 3015.37 ms
[2021-03-05 08:12:52 main:581] : INFO : Epoch 1738 | loss: 0.0311434 | val_loss: 0.0311595 | Time: 2998.98 ms
[2021-03-05 08:12:55 main:581] : INFO : Epoch 1739 | loss: 0.0311438 | val_loss: 0.0311625 | Time: 2988.49 ms
[2021-03-05 08:12:58 main:581] : INFO : Epoch 1740 | loss: 0.0311483 | val_loss: 0.0311684 | Time: 2988.29 ms
[2021-03-05 08:13:01 main:581] : INFO : Epoch 1741 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 2965.12 ms
[2021-03-05 08:13:04 main:581] : INFO : Epoch 1742 | loss: 0.0311495 | val_loss: 0.031164 | Time: 3007.86 ms
[2021-03-05 08:13:06 main:581] : INFO : Epoch 1743 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 2981.77 ms
[2021-03-05 08:13:09 main:581] : INFO : Epoch 1744 | loss: 0.0311453 | val_loss: 0.031159 | Time: 2987.99 ms
[2021-03-05 08:13:12 main:581] : INFO : Epoch 1745 | loss: 0.0311458 | val_loss: 0.0311615 | Time: 2986.98 ms
[2021-03-05 08:13:15 main:581] : INFO : Epoch 1746 | loss: 0.0311456 | val_loss: 0.0311629 | Time: 2990.26 ms
[2021-03-05 08:13:19 main:581] : INFO : Epoch 1747 | loss: 0.0311482 | val_loss: 0.03116 | Time: 3034.39 ms
[2021-03-05 08:13:21 main:581] : INFO : Epoch 1748 | loss: 0.031145 | val_loss: 0.0311596 | Time: 2981.01 ms
[2021-03-05 08:13:24 main:581] : INFO : Epoch 1749 | loss: 0.031144 | val_loss: 0.0311643 | Time: 3013.04 ms
[2021-03-05 08:13:27 main:581] : INFO : Epoch 1750 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 3000.55 ms
[2021-03-05 08:13:30 main:581] : INFO : Epoch 1751 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 3000.91 ms
[2021-03-05 08:13:33 main:581] : INFO : Epoch 1752 | loss: 0.0311429 | val_loss: 0.0311597 | Time: 2970.51 ms
[2021-03-05 08:13:36 main:581] : INFO : Epoch 1753 | loss: 0.031143 | val_loss: 0.0311609 | Time: 2997.62 ms
[2021-03-05 08:13:39 main:581] : INFO : Epoch 1754 | loss: 0.0311435 | val_loss: 0.0311597 | Time: 2978.72 ms
[2021-03-05 08:13:42 main:581] : INFO : Epoch 1755 | loss: 0.031142 | val_loss: 0.0311641 | Time: 3003.82 ms
[2021-03-05 08:13:45 main:581] : INFO : Epoch 1756 | loss: 0.0311425 | val_loss: 0.0311593 | Time: 3001.44 ms
[2021-03-05 08:13:48 main:581] : INFO : Epoch 1757 | loss: 0.0311434 | val_loss: 0.0311601 | Time: 3015.62 ms
[2021-03-05 08:13:51 main:581] : INFO : Epoch 1758 | loss: 0.0311469 | val_loss: 0.031162 | Time: 3020.57 ms
[2021-03-05 08:13:55 main:581] : INFO : Epoch 1759 | loss: 0.031148 | val_loss: 0.0311621 | Time: 3050.78 ms
[2021-03-05 08:13:58 main:581] : INFO : Epoch 1760 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 3043.63 ms
[2021-03-05 08:14:01 main:581] : INFO : Epoch 1761 | loss: 0.031147 | val_loss: 0.0311597 | Time: 3017.86 ms
[2021-03-05 08:14:04 main:581] : INFO : Epoch 1762 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 2992.58 ms
[2021-03-05 08:14:07 main:581] : INFO : Epoch 1763 | loss: 0.0311441 | val_loss: 0.0311613 | Time: 3049.04 ms
[2021-03-05 08:14:10 main:581] : INFO : Epoch 1764 | loss: 0.0311445 | val_loss: 0.0311595 | Time: 3021.6 ms
[2021-03-05 08:14:13 main:581] : INFO : Epoch 1765 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 3039.74 ms
[2021-03-05 08:14:16 main:581] : INFO : Epoch 1766 | loss: 0.0311432 | val_loss: 0.0311629 | Time: 3033.42 ms
[2021-03-05 08:14:19 main:581] : INFO : Epoch 1767 | loss: 0.0311424 | val_loss: 0.0311615 | Time: 3036.19 ms
[2021-03-05 08:14:22 main:581] : INFO : Epoch 1768 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 3002.14 ms
[2021-03-05 08:14:25 main:581] : INFO : Epoch 1769 | loss: 0.0311489 | val_loss: 0.0311649 | Time: 2989.46 ms
[2021-03-05 08:14:28 main:581] : INFO : Epoch 1770 | loss: 0.0311447 | val_loss: 0.0311609 | Time: 3010.43 ms
[2021-03-05 08:14:31 main:581] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311607 | Time: 3003.73 ms
[2021-03-05 08:14:34 main:581] : INFO : Epoch 1772 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 3014.59 ms
[2021-03-05 08:14:37 main:581] : INFO : Epoch 1773 | loss: 0.0311481 | val_loss: 0.0311665 | Time: 3002.92 ms
[2021-03-05 08:14:40 main:581] : INFO : Epoch 1774 | loss: 0.0311503 | val_loss: 0.0311637 | Time: 2976.54 ms
[2021-03-05 08:14:43 main:581] : INFO : Epoch 1775 | loss: 0.0311502 | val_loss: 0.0311624 | Time: 3009.4 ms
[2021-03-05 08:14:46 main:581] : INFO : Epoch 1776 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 3009.52 ms
[2021-03-05 08:14:49 main:581] : INFO : Epoch 1777 | loss: 0.0311474 | val_loss: 0.031163 | Time: 3002.72 ms
[2021-03-05 08:14:52 main:581] : INFO : Epoch 1778 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 2989.83 ms
[2021-03-05 08:14:55 main:581] : INFO : Epoch 1779 | loss: 0.0311464 | val_loss: 0.0311628 | Time: 2981.32 ms
[2021-03-05 08:14:58 main:581] : INFO : Epoch 1780 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 3004.34 ms
[2021-03-05 08:15:01 main:581] : INFO : Epoch 1781 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 3017.45 ms
[2021-03-05 08:15:04 main:581] : INFO : Epoch 1782 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 3027.88 ms
[2021-03-05 08:15:07 main:581] : INFO : Epoch 1783 | loss: 0.0311535 | val_loss: 0.0311597 | Time: 3012.58 ms
[2021-03-05 08:15:10 main:581] : INFO : Epoch 1784 | loss: 0.0311495 | val_loss: 0.0311573 | Time: 3010.78 ms
[2021-03-05 08:15:13 main:581] : INFO : Epoch 1785 | loss: 0.0311473 | val_loss: 0.0311581 | Time: 2996.01 ms
[2021-03-05 08:15:16 main:581] : INFO : Epoch 1786 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 2964.18 ms
[2021-03-05 08:15:19 main:581] : INFO : Epoch 1787 | loss: 0.0311448 | val_loss: 0.0311578 | Time: 2995.88 ms
[2021-03-05 08:15:22 main:581] : INFO : Epoch 1788 | loss: 0.0311437 | val_loss: 0.0311569 | Time: 2989.26 ms
[2021-03-05 08:15:25 main:581] : INFO : Epoch 1789 | loss: 0.0311441 | val_loss: 0.0311601 | Time: 2975.36 ms
[2021-03-05 08:15:28 main:581] : INFO : Epoch 1790 | loss: 0.031147 | val_loss: 0.0311572 | Time: 2967.55 ms
[2021-03-05 08:15:31 main:581] : INFO : Epoch 1791 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 2991.21 ms
[2021-03-05 08:15:34 main:581] : INFO : Epoch 1792 | loss: 0.0311428 | val_loss: 0.031156 | Time: 3016.98 ms
[2021-03-05 08:15:37 main:581] : INFO : Epoch 1793 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 3004.32 ms
[2021-03-05 08:15:40 main:581] : INFO : Epoch 1794 | loss: 0.0311408 | val_loss: 0.0311551 | Time: 2957.88 ms
[2021-03-05 08:15:43 main:581] : INFO : Epoch 1795 | loss: 0.0311441 | val_loss: 0.0311649 | Time: 2991.34 ms
[2021-03-05 08:15:46 main:581] : INFO : Epoch 1796 | loss: 0.0311465 | val_loss: 0.0311564 | Time: 3022.83 ms
[2021-03-05 08:15:49 main:581] : INFO : Epoch 1797 | loss: 0.0311423 | val_loss: 0.0311575 | Time: 3031.57 ms
[2021-03-05 08:15:52 main:581] : INFO : Epoch 1798 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 3013.31 ms
[2021-03-05 08:15:55 main:581] : INFO : Epoch 1799 | loss: 0.0311416 | val_loss: 0.0311562 | Time: 3008.32 ms
[2021-03-05 08:15:58 main:581] : INFO : Epoch 1800 | loss: 0.0311419 | val_loss: 0.031158 | Time: 3015.2 ms
[2021-03-05 08:16:01 main:581] : INFO : Epoch 1801 | loss: 0.0311435 | val_loss: 0.0311552 | Time: 2989.05 ms
[2021-03-05 08:16:04 main:581] : INFO : Epoch 1802 | loss: 0.0311406 | val_loss: 0.0311543 | Time: 3007.92 ms
[2021-03-05 08:16:07 main:581] : INFO : Epoch 1803 | loss: 0.0311398 | val_loss: 0.0311559 | Time: 3007.44 ms
[2021-03-05 08:16:10 main:581] : INFO : Epoch 1804 | loss: 0.0311409 | val_loss: 0.0311553 | Time: 2969.58 ms
[2021-03-05 08:16:13 main:581] : INFO : Epoch 1805 | loss: 0.0311401 | val_loss: 0.03116 | Time: 2962.26 ms
[2021-03-05 08:16:16 main:581] : INFO : Epoch 1806 | loss: 0.0311406 | val_loss: 0.0311546 | Time: 2971.6 ms
[2021-03-05 08:16:19 main:581] : INFO : Epoch 1807 | loss: 0.0311384 | val_loss: 0.0311559 | Time: 2967.35 ms
[2021-03-05 08:16:22 main:581] : INFO : Epoch 1808 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 2996.61 ms
[2021-03-05 08:16:25 main:581] : INFO : Epoch 1809 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 3006.88 ms
[2021-03-05 08:16:28 main:581] : INFO : Epoch 1810 | loss: 0.0311532 | val_loss: 0.031162 | Time: 3020.81 ms
[2021-03-05 08:16:31 main:581] : INFO : Epoch 1811 | loss: 0.0311505 | val_loss: 0.0311606 | Time: 3005.75 ms
[2021-03-05 08:16:34 main:581] : INFO : Epoch 1812 | loss: 0.0311511 | val_loss: 0.0311581 | Time: 3024.68 ms
[2021-03-05 08:16:37 main:581] : INFO : Epoch 1813 | loss: 0.0311495 | val_loss: 0.0311578 | Time: 3019.47 ms
[2021-03-05 08:16:40 main:581] : INFO : Epoch 1814 | loss: 0.0311507 | val_loss: 0.0311579 | Time: 2990.84 ms
[2021-03-05 08:16:43 main:581] : INFO : Epoch 1815 | loss: 0.0311508 | val_loss: 0.0311585 | Time: 3014.72 ms
[2021-03-05 08:16:46 main:581] : INFO : Epoch 1816 | loss: 0.0311489 | val_loss: 0.0311565 | Time: 2996.45 ms
[2021-03-05 08:16:49 main:581] : INFO : Epoch 1817 | loss: 0.0311467 | val_loss: 0.0311573 | Time: 2997.24 ms
[2021-03-05 08:16:52 main:581] : INFO : Epoch 1818 | loss: 0.0311451 | val_loss: 0.031156 | Time: 2982.69 ms
[2021-03-05 08:16:55 main:581] : INFO : Epoch 1819 | loss: 0.0311447 | val_loss: 0.0311588 | Time: 2967.27 ms
[2021-03-05 08:16:58 main:581] : INFO : Epoch 1820 | loss: 0.031143 | val_loss: 0.0311554 | Time: 3010.59 ms
[2021-03-05 08:17:01 main:581] : INFO : Epoch 1821 | loss: 0.031143 | val_loss: 0.0311553 | Time: 3015.05 ms
[2021-03-05 08:17:04 main:581] : INFO : Epoch 1822 | loss: 0.0311413 | val_loss: 0.031156 | Time: 3058.05 ms
[2021-03-05 08:17:07 main:581] : INFO : Epoch 1823 | loss: 0.0311409 | val_loss: 0.0311551 | Time: 2964.65 ms
[2021-03-05 08:17:10 main:581] : INFO : Epoch 1824 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 2941.58 ms
[2021-03-05 08:17:13 main:581] : INFO : Epoch 1825 | loss: 0.0311416 | val_loss: 0.0311562 | Time: 2936.41 ms
[2021-03-05 08:17:16 main:581] : INFO : Epoch 1826 | loss: 0.0311436 | val_loss: 0.031156 | Time: 2956.87 ms
[2021-03-05 08:17:19 main:581] : INFO : Epoch 1827 | loss: 0.0311462 | val_loss: 0.0311562 | Time: 2956.86 ms
[2021-03-05 08:17:22 main:581] : INFO : Epoch 1828 | loss: 0.031142 | val_loss: 0.0311563 | Time: 2972.87 ms
[2021-03-05 08:17:25 main:581] : INFO : Epoch 1829 | loss: 0.0311414 | val_loss: 0.0311573 | Time: 2950.18 ms
[2021-03-05 08:17:27 main:581] : INFO : Epoch 1830 | loss: 0.0311409 | val_loss: 0.0311581 | Time: 2922.14 ms
[2021-03-05 08:17:30 main:581] : INFO : Epoch 1831 | loss: 0.03114 | val_loss: 0.0311541 | Time: 2942.95 ms
[2021-03-05 08:17:33 main:581] : INFO : Epoch 1832 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 2963.69 ms
[2021-03-05 08:17:36 main:581] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311573 | Time: 2976.82 ms
[2021-03-05 08:17:39 main:581] : INFO : Epoch 1834 | loss: 0.0311469 | val_loss: 0.0311547 | Time: 2961.54 ms
[2021-03-05 08:17:42 main:581] : INFO : Epoch 1835 | loss: 0.0311441 | val_loss: 0.0311547 | Time: 2935.34 ms
[2021-03-05 08:17:45 main:581] : INFO : Epoch 1836 | loss: 0.0311421 | val_loss: 0.0311537 | Time: 2959.55 ms
[2021-03-05 08:17:48 main:581] : INFO : Epoch 1837 | loss: 0.031142 | val_loss: 0.0311574 | Time: 2956.76 ms
[2021-03-05 08:17:51 main:581] : INFO : Epoch 1838 | loss: 0.0311419 | val_loss: 0.0311567 | Time: 2943.12 ms
[2021-03-05 08:17:54 main:581] : INFO : Epoch 1839 | loss: 0.0311432 | val_loss: 0.0311561 | Time: 2965.35 ms
[2021-03-05 08:17:57 main:581] : INFO : Epoch 1840 | loss: 0.0311415 | val_loss: 0.0311562 | Time: 2952.55 ms
[2021-03-05 08:18:00 main:581] : INFO : Epoch 1841 | loss: 0.0311411 | val_loss: 0.0311558 | Time: 2961.5 ms
[2021-03-05 08:18:03 main:581] : INFO : Epoch 1842 | loss: 0.031142 | val_loss: 0.0311585 | Time: 2962.01 ms
[2021-03-05 08:18:06 main:581] : INFO : Epoch 1843 | loss: 0.0311415 | val_loss: 0.0311561 | Time: 2926.82 ms
[2021-03-05 08:18:09 main:581] : INFO : Epoch 1844 | loss: 0.0311413 | val_loss: 0.0311559 | Time: 2954.67 ms
[2021-03-05 08:18:12 main:581] : INFO : Epoch 1845 | loss: 0.0311398 | val_loss: 0.0311561 | Time: 2959.91 ms
[2021-03-05 08:18:15 main:581] : INFO : Epoch 1846 | loss: 0.0311386 | val_loss: 0.0311539 | Time: 2940.23 ms
[2021-03-05 08:18:18 main:581] : INFO : Epoch 1847 | loss: 0.031138 | val_loss: 0.0311573 | Time: 2939.66 ms
[2021-03-05 08:18:21 main:581] : INFO : Epoch 1848 | loss: 0.0311369 | val_loss: 0.0311543 | Time: 2942.86 ms
[2021-03-05 08:18:24 main:581] : INFO : Epoch 1849 | loss: 0.0311369 | val_loss: 0.0311553 | Time: 2949.24 ms
[2021-03-05 08:18:27 main:581] : INFO : Epoch 1850 | loss: 0.0311393 | val_loss: 0.0311554 | Time: 2958.79 ms
[2021-03-05 08:18:30 main:581] : INFO : Epoch 1851 | loss: 0.0311384 | val_loss: 0.0311573 | Time: 2964.41 ms
[2021-03-05 08:18:32 main:581] : INFO : Epoch 1852 | loss: 0.0311383 | val_loss: 0.031156 | Time: 2966.63 ms
[2021-03-05 08:18:35 main:581] : INFO : Epoch 1853 | loss: 0.031138 | val_loss: 0.0311542 | Time: 2931.96 ms
[2021-03-05 08:18:38 main:581] : INFO : Epoch 1854 | loss: 0.0311395 | val_loss: 0.0311548 | Time: 2941.41 ms
[2021-03-05 08:18:41 main:581] : INFO : Epoch 1855 | loss: 0.0311371 | val_loss: 0.0311567 | Time: 2929.88 ms
[2021-03-05 08:18:44 main:581] : INFO : Epoch 1856 | loss: 0.0311362 | val_loss: 0.031157 | Time: 2927.86 ms
[2021-03-05 08:18:47 main:581] : INFO : Epoch 1857 | loss: 0.0311358 | val_loss: 0.0311579 | Time: 2944.13 ms
[2021-03-05 08:18:50 main:581] : INFO : Epoch 1858 | loss: 0.0311443 | val_loss: 0.0311653 | Time: 2956.08 ms
[2021-03-05 08:18:53 main:581] : INFO : Epoch 1859 | loss: 0.0311558 | val_loss: 0.0311633 | Time: 2947.92 ms
[2021-03-05 08:18:56 main:581] : INFO : Epoch 1860 | loss: 0.0311586 | val_loss: 0.0311625 | Time: 2948.76 ms
[2021-03-05 08:18:59 main:581] : INFO : Epoch 1861 | loss: 0.0311542 | val_loss: 0.0311604 | Time: 2971.16 ms
[2021-03-05 08:19:02 main:581] : INFO : Epoch 1862 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 2968.25 ms
[2021-03-05 08:19:05 main:581] : INFO : Epoch 1863 | loss: 0.0311492 | val_loss: 0.0311615 | Time: 2951.37 ms
[2021-03-05 08:19:08 main:581] : INFO : Epoch 1864 | loss: 0.0311483 | val_loss: 0.0311596 | Time: 2969.98 ms
[2021-03-05 08:19:11 main:581] : INFO : Epoch 1865 | loss: 0.031146 | val_loss: 0.0311587 | Time: 2972.49 ms
[2021-03-05 08:19:14 main:581] : INFO : Epoch 1866 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 2953.68 ms
[2021-03-05 08:19:17 main:581] : INFO : Epoch 1867 | loss: 0.0311437 | val_loss: 0.0311576 | Time: 2952.44 ms
[2021-03-05 08:19:20 main:581] : INFO : Epoch 1868 | loss: 0.0311435 | val_loss: 0.0311591 | Time: 2968.5 ms
[2021-03-05 08:19:23 main:581] : INFO : Epoch 1869 | loss: 0.0311445 | val_loss: 0.0311631 | Time: 2981.35 ms
[2021-03-05 08:19:26 main:581] : INFO : Epoch 1870 | loss: 0.0311465 | val_loss: 0.0311568 | Time: 2971.65 ms
[2021-03-05 08:19:29 main:581] : INFO : Epoch 1871 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 2945.63 ms
[2021-03-05 08:19:32 main:581] : INFO : Epoch 1872 | loss: 0.0311456 | val_loss: 0.0311554 | Time: 2924.88 ms
[2021-03-05 08:19:34 main:581] : INFO : Epoch 1873 | loss: 0.0311436 | val_loss: 0.0311617 | Time: 2926.87 ms
[2021-03-05 08:19:37 main:581] : INFO : Epoch 1874 | loss: 0.0311422 | val_loss: 0.0311565 | Time: 2965.23 ms
[2021-03-05 08:19:40 main:581] : INFO : Epoch 1875 | loss: 0.0311404 | val_loss: 0.0311551 | Time: 2939.36 ms
[2021-03-05 08:19:43 main:581] : INFO : Epoch 1876 | loss: 0.0311408 | val_loss: 0.0311548 | Time: 2962.44 ms
[2021-03-05 08:19:46 main:581] : INFO : Epoch 1877 | loss: 0.0311396 | val_loss: 0.0311611 | Time: 2950.44 ms
[2021-03-05 08:19:49 main:581] : INFO : Epoch 1878 | loss: 0.0311393 | val_loss: 0.0311547 | Time: 2942.84 ms
[2021-03-05 08:19:52 main:581] : INFO : Epoch 1879 | loss: 0.0311374 | val_loss: 0.0311552 | Time: 2982.94 ms
[2021-03-05 08:19:55 main:581] : INFO : Epoch 1880 | loss: 0.0311383 | val_loss: 0.0311546 | Time: 2955.13 ms
[2021-03-05 08:19:58 main:581] : INFO : Epoch 1881 | loss: 0.0311387 | val_loss: 0.031157 | Time: 2973.57 ms
[2021-03-05 08:20:01 main:581] : INFO : Epoch 1882 | loss: 0.0311414 | val_loss: 0.0311557 | Time: 2974.94 ms
[2021-03-05 08:20:04 main:581] : INFO : Epoch 1883 | loss: 0.0311421 | val_loss: 0.031156 | Time: 2951.07 ms
[2021-03-05 08:20:07 main:581] : INFO : Epoch 1884 | loss: 0.0311442 | val_loss: 0.0311601 | Time: 2960.08 ms
[2021-03-05 08:20:10 main:581] : INFO : Epoch 1885 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 2964.75 ms
[2021-03-05 08:20:13 main:581] : INFO : Epoch 1886 | loss: 0.0311439 | val_loss: 0.0311584 | Time: 2956.81 ms
[2021-03-05 08:20:16 main:581] : INFO : Epoch 1887 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 2962.67 ms
[2021-03-05 08:20:19 main:581] : INFO : Epoch 1888 | loss: 0.0311403 | val_loss: 0.0311546 | Time: 2994.22 ms
[2021-03-05 08:20:22 main:581] : INFO : Epoch 1889 | loss: 0.0311389 | val_loss: 0.0311562 | Time: 2973.76 ms
[2021-03-05 08:20:25 main:581] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.0311548 | Time: 2993.29 ms
[2021-03-05 08:20:28 main:581] : INFO : Epoch 1891 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 2967.89 ms
[2021-03-05 08:20:31 main:581] : INFO : Epoch 1892 | loss: 0.0311371 | val_loss: 0.0311531 | Time: 2959.91 ms
[2021-03-05 08:20:34 main:581] : INFO : Epoch 1893 | loss: 0.0311366 | val_loss: 0.0311573 | Time: 2963.8 ms
[2021-03-05 08:20:37 main:581] : INFO : Epoch 1894 | loss: 0.031136 | val_loss: 0.0311544 | Time: 2968.73 ms
[2021-03-05 08:20:40 main:581] : INFO : Epoch 1895 | loss: 0.0311359 | val_loss: 0.0311541 | Time: 2979.66 ms
[2021-03-05 08:20:43 main:581] : INFO : Epoch 1896 | loss: 0.0311368 | val_loss: 0.0311534 | Time: 2954.8 ms
[2021-03-05 08:20:46 main:581] : INFO : Epoch 1897 | loss: 0.0311355 | val_loss: 0.0311549 | Time: 2940.77 ms
[2021-03-05 08:20:49 main:581] : INFO : Epoch 1898 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 2963.31 ms
[2021-03-05 08:20:52 main:581] : INFO : Epoch 1899 | loss: 0.0311378 | val_loss: 0.0311568 | Time: 2977.28 ms
[2021-03-05 08:20:55 main:581] : INFO : Epoch 1900 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 2955.29 ms
[2021-03-05 08:20:58 main:581] : INFO : Epoch 1901 | loss: 0.0311357 | val_loss: 0.0311538 | Time: 2970.41 ms
[2021-03-05 08:21:00 main:581] : INFO : Epoch 1902 | loss: 0.0311348 | val_loss: 0.0311548 | Time: 2957.39 ms
[2021-03-05 08:21:03 main:581] : INFO : Epoch 1903 | loss: 0.0311364 | val_loss: 0.0311542 | Time: 2961.63 ms
[2021-03-05 08:21:06 main:581] : INFO : Epoch 1904 | loss: 0.0311377 | val_loss: 0.0311578 | Time: 2957.53 ms
[2021-03-05 08:21:09 main:581] : INFO : Epoch 1905 | loss: 0.0311437 | val_loss: 0.0311609 | Time: 2937.5 ms
[2021-03-05 08:21:12 main:581] : INFO : Epoch 1906 | loss: 0.0311439 | val_loss: 0.0311569 | Time: 2945.73 ms
[2021-03-05 08:21:15 main:581] : INFO : Epoch 1907 | loss: 0.0311455 | val_loss: 0.0311567 | Time: 2956.55 ms
[2021-03-05 08:21:18 main:581] : INFO : Epoch 1908 | loss: 0.0311423 | val_loss: 0.0311548 | Time: 2983.01 ms
[2021-03-05 08:21:21 main:581] : INFO : Epoch 1909 | loss: 0.0311399 | val_loss: 0.0311544 | Time: 2943.96 ms
[2021-03-05 08:21:24 main:581] : INFO : Epoch 1910 | loss: 0.0311393 | val_loss: 0.031153 | Time: 2937.24 ms
[2021-03-05 08:21:27 main:581] : INFO : Epoch 1911 | loss: 0.0311372 | val_loss: 0.0311528 | Time: 2946.15 ms
[2021-03-05 08:21:30 main:581] : INFO : Epoch 1912 | loss: 0.0311374 | val_loss: 0.0311537 | Time: 2949.63 ms
[2021-03-05 08:21:33 main:581] : INFO : Epoch 1913 | loss: 0.0311367 | val_loss: 0.0311526 | Time: 2930.29 ms
[2021-03-05 08:21:36 main:581] : INFO : Epoch 1914 | loss: 0.0311363 | val_loss: 0.0311521 | Time: 2971.76 ms
[2021-03-05 08:21:39 main:581] : INFO : Epoch 1915 | loss: 0.0311346 | val_loss: 0.031152 | Time: 2964.56 ms
[2021-03-05 08:21:42 main:581] : INFO : Epoch 1916 | loss: 0.0311348 | val_loss: 0.0311534 | Time: 2938.32 ms
[2021-03-05 08:21:45 main:581] : INFO : Epoch 1917 | loss: 0.0311364 | val_loss: 0.031152 | Time: 2976.24 ms
[2021-03-05 08:21:48 main:581] : INFO : Epoch 1918 | loss: 0.0311367 | val_loss: 0.031152 | Time: 2945.89 ms
[2021-03-05 08:21:51 main:581] : INFO : Epoch 1919 | loss: 0.031136 | val_loss: 0.0311529 | Time: 2946.07 ms
[2021-03-05 08:21:54 main:581] : INFO : Epoch 1920 | loss: 0.0311359 | val_loss: 0.0311506 | Time: 2957.78 ms
[2021-03-05 08:21:57 main:581] : INFO : Epoch 1921 | loss: 0.0311412 | val_loss: 0.0311518 | Time: 2958.13 ms
[2021-03-05 08:22:00 main:581] : INFO : Epoch 1922 | loss: 0.031143 | val_loss: 0.0311548 | Time: 2979.18 ms
[2021-03-05 08:22:03 main:581] : INFO : Epoch 1923 | loss: 0.0311443 | val_loss: 0.0311516 | Time: 2961.95 ms
[2021-03-05 08:22:05 main:581] : INFO : Epoch 1924 | loss: 0.0311415 | val_loss: 0.0311516 | Time: 2939.17 ms
[2021-03-05 08:22:08 main:581] : INFO : Epoch 1925 | loss: 0.0311408 | val_loss: 0.0311507 | Time: 2952.09 ms
[2021-03-05 08:22:11 main:581] : INFO : Epoch 1926 | loss: 0.0311397 | val_loss: 0.0311515 | Time: 2930.52 ms
[2021-03-05 08:22:14 main:581] : INFO : Epoch 1927 | loss: 0.0311383 | val_loss: 0.0311515 | Time: 2970.75 ms
[2021-03-05 08:22:17 main:581] : INFO : Epoch 1928 | loss: 0.0311375 | val_loss: 0.0311515 | Time: 2947.04 ms
[2021-03-05 08:22:20 main:581] : INFO : Epoch 1929 | loss: 0.031139 | val_loss: 0.0311501 | Time: 2934.84 ms
[2021-03-05 08:22:23 main:581] : INFO : Epoch 1930 | loss: 0.0311366 | val_loss: 0.0311505 | Time: 2922.7 ms
[2021-03-05 08:22:26 main:581] : INFO : Epoch 1931 | loss: 0.0311368 | val_loss: 0.0311513 | Time: 2951.92 ms
[2021-03-05 08:22:29 main:581] : INFO : Epoch 1932 | loss: 0.0311409 | val_loss: 0.0311531 | Time: 2956.01 ms
[2021-03-05 08:22:32 main:581] : INFO : Epoch 1933 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 2953.29 ms
[2021-03-05 08:22:35 main:581] : INFO : Epoch 1934 | loss: 0.0311461 | val_loss: 0.0311498 | Time: 2951.15 ms
[2021-03-05 08:22:38 main:581] : INFO : Epoch 1935 | loss: 0.0311454 | val_loss: 0.0311522 | Time: 2973.34 ms
[2021-03-05 08:22:41 main:581] : INFO : Epoch 1936 | loss: 0.0311414 | val_loss: 0.0311506 | Time: 2933.23 ms
[2021-03-05 08:22:44 main:581] : INFO : Epoch 1937 | loss: 0.0311398 | val_loss: 0.0311494 | Time: 2957.21 ms
[2021-03-05 08:22:47 main:581] : INFO : Epoch 1938 | loss: 0.0311381 | val_loss: 0.031149 | Time: 2972.87 ms
[2021-03-05 08:22:50 main:581] : INFO : Epoch 1939 | loss: 0.031138 | val_loss: 0.0311497 | Time: 2952.46 ms
[2021-03-05 08:22:53 main:581] : INFO : Epoch 1940 | loss: 0.0311376 | val_loss: 0.0311489 | Time: 2951.32 ms
[2021-03-05 08:22:56 main:581] : INFO : Epoch 1941 | loss: 0.0311352 | val_loss: 0.0311483 | Time: 2947.25 ms
[2021-03-05 08:22:59 main:581] : INFO : Epoch 1942 | loss: 0.0311353 | val_loss: 0.0311471 | Time: 2967.48 ms
[2021-03-05 08:23:02 main:581] : INFO : Epoch 1943 | loss: 0.0311341 | val_loss: 0.0311478 | Time: 2935 ms
[2021-03-05 08:23:05 main:581] : INFO : Epoch 1944 | loss: 0.031133 | val_loss: 0.0311507 | Time: 2968.41 ms
[2021-03-05 08:23:07 main:581] : INFO : Epoch 1945 | loss: 0.031136 | val_loss: 0.0311515 | Time: 2939.54 ms
[2021-03-05 08:23:10 main:581] : INFO : Epoch 1946 | loss: 0.0311373 | val_loss: 0.0311498 | Time: 2952.26 ms
[2021-03-05 08:23:13 main:581] : INFO : Epoch 1947 | loss: 0.0311353 | val_loss: 0.0311488 | Time: 2939.6 ms
[2021-03-05 08:23:16 main:581] : INFO : Epoch 1948 | loss: 0.0311358 | val_loss: 0.0311489 | Time: 2962.66 ms
[2021-03-05 08:23:19 main:581] : INFO : Epoch 1949 | loss: 0.0311346 | val_loss: 0.0311487 | Time: 2950.8 ms
[2021-03-05 08:23:22 main:581] : INFO : Epoch 1950 | loss: 0.0311328 | val_loss: 0.0311499 | Time: 2962.42 ms
[2021-03-05 08:23:25 main:581] : INFO : Epoch 1951 | loss: 0.0311321 | val_loss: 0.0311491 | Time: 2950.57 ms
[2021-03-05 08:23:28 main:581] : INFO : Epoch 1952 | loss: 0.0311313 | val_loss: 0.0311485 | Time: 2960.8 ms
[2021-03-05 08:23:31 main:581] : INFO : Epoch 1953 | loss: 0.0311324 | val_loss: 0.0311488 | Time: 2961.73 ms
[2021-03-05 08:23:34 main:581] : INFO : Epoch 1954 | loss: 0.0311316 | val_loss: 0.0311544 | Time: 2977.26 ms
[2021-03-05 08:23:37 main:581] : INFO : Epoch 1955 | loss: 0.0311316 | val_loss: 0.0311468 | Time: 2933.13 ms
[2021-03-05 08:23:40 main:581] : INFO : Epoch 1956 | loss: 0.0311298 | val_loss: 0.0311492 | Time: 2943.9 ms
[2021-03-05 08:23:43 main:581] : INFO : Epoch 1957 | loss: 0.0311307 | val_loss: 0.0311487 | Time: 2955.82 ms
[2021-03-05 08:23:46 main:581] : INFO : Epoch 1958 | loss: 0.0311363 | val_loss: 0.0311463 | Time: 2930.44 ms
[2021-03-05 08:23:49 main:581] : INFO : Epoch 1959 | loss: 0.031135 | val_loss: 0.0311482 | Time: 2941.48 ms
[2021-03-05 08:23:52 main:581] : INFO : Epoch 1960 | loss: 0.0311318 | val_loss: 0.0311479 | Time: 2964.02 ms
[2021-03-05 08:23:55 main:581] : INFO : Epoch 1961 | loss: 0.0311314 | val_loss: 0.0311475 | Time: 2950.08 ms
[2021-03-05 08:23:58 main:581] : INFO : Epoch 1962 | loss: 0.0311326 | val_loss: 0.0311476 | Time: 2973 ms
[2021-03-05 08:24:01 main:581] : INFO : Epoch 1963 | loss: 0.031131 | val_loss: 0.031149 | Time: 2980.1 ms
[2021-03-05 08:24:04 main:581] : INFO : Epoch 1964 | loss: 0.0311304 | val_loss: 0.0311463 | Time: 2957.4 ms
[2021-03-05 08:24:07 main:581] : INFO : Epoch 1965 | loss: 0.0311293 | val_loss: 0.0311468 | Time: 2953.09 ms
[2021-03-05 08:24:10 main:581] : INFO : Epoch 1966 | loss: 0.0311297 | val_loss: 0.0311463 | Time: 2986.2 ms
[2021-03-05 08:24:13 main:581] : INFO : Epoch 1967 | loss: 0.0311288 | val_loss: 0.0311469 | Time: 2968.31 ms
[2021-03-05 08:24:16 main:581] : INFO : Epoch 1968 | loss: 0.0311291 | val_loss: 0.0311473 | Time: 2974.43 ms
[2021-03-05 08:24:18 main:581] : INFO : Epoch 1969 | loss: 0.0311275 | val_loss: 0.0311493 | Time: 2955.93 ms
[2021-03-05 08:24:21 main:581] : INFO : Epoch 1970 | loss: 0.0311266 | val_loss: 0.031147 | Time: 2959.5 ms
[2021-03-05 08:24:24 main:581] : INFO : Epoch 1971 | loss: 0.0311275 | val_loss: 0.0311496 | Time: 2969.13 ms
[2021-03-05 08:24:27 main:581] : INFO : Epoch 1972 | loss: 0.0311309 | val_loss: 0.0311495 | Time: 2965.11 ms
[2021-03-05 08:24:30 main:581] : INFO : Epoch 1973 | loss: 0.0311292 | val_loss: 0.0311471 | Time: 2957.79 ms
[2021-03-05 08:24:33 main:581] : INFO : Epoch 1974 | loss: 0.0311293 | val_loss: 0.0311477 | Time: 2953.03 ms
[2021-03-05 08:24:36 main:581] : INFO : Epoch 1975 | loss: 0.0311267 | val_loss: 0.0311477 | Time: 2956.36 ms
[2021-03-05 08:24:39 main:581] : INFO : Epoch 1976 | loss: 0.0311291 | val_loss: 0.0311499 | Time: 2960.78 ms
[2021-03-05 08:24:42 main:581] : INFO : Epoch 1977 | loss: 0.0311291 | val_loss: 0.0311486 | Time: 2986.42 ms
[2021-03-05 08:24:45 main:581] : INFO : Epoch 1978 | loss: 0.0311273 | val_loss: 0.0311531 | Time: 2945.46 ms
[2021-03-05 08:24:48 main:581] : INFO : Epoch 1979 | loss: 0.0311276 | val_loss: 0.03115 | Time: 2973.37 ms
[2021-03-05 08:24:51 main:581] : INFO : Epoch 1980 | loss: 0.0311277 | val_loss: 0.0311481 | Time: 2987.74 ms
[2021-03-05 08:24:54 main:581] : INFO : Epoch 1981 | loss: 0.0311283 | val_loss: 0.0311488 | Time: 2951.44 ms
[2021-03-05 08:24:57 main:581] : INFO : Epoch 1982 | loss: 0.03113 | val_loss: 0.0311485 | Time: 2957.18 ms
[2021-03-05 08:25:00 main:581] : INFO : Epoch 1983 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 2975.53 ms
[2021-03-05 08:25:03 main:581] : INFO : Epoch 1984 | loss: 0.0311277 | val_loss: 0.0311503 | Time: 2949.16 ms
[2021-03-05 08:25:06 main:581] : INFO : Epoch 1985 | loss: 0.0311283 | val_loss: 0.0311506 | Time: 2949.84 ms
[2021-03-05 08:25:09 main:581] : INFO : Epoch 1986 | loss: 0.0311293 | val_loss: 0.0311495 | Time: 2972.53 ms
[2021-03-05 08:25:12 main:581] : INFO : Epoch 1987 | loss: 0.0311291 | val_loss: 0.0311658 | Time: 2978.11 ms
[2021-03-05 08:25:15 main:581] : INFO : Epoch 1988 | loss: 0.0316765 | val_loss: 0.0318615 | Time: 2978.05 ms
[2021-03-05 08:25:18 main:581] : INFO : Epoch 1989 | loss: 0.0399179 | val_loss: 0.0362951 | Time: 2959.81 ms
[2021-03-05 08:25:21 main:581] : INFO : Epoch 1990 | loss: 0.0334426 | val_loss: 0.0318926 | Time: 2971.5 ms
[2021-03-05 08:25:24 main:581] : INFO : Epoch 1991 | loss: 0.0315399 | val_loss: 0.0313727 | Time: 2946.35 ms
[2021-03-05 08:25:27 main:581] : INFO : Epoch 1992 | loss: 0.0312962 | val_loss: 0.0312715 | Time: 2965.17 ms
[2021-03-05 08:25:30 main:581] : INFO : Epoch 1993 | loss: 0.0312469 | val_loss: 0.0312381 | Time: 2969.34 ms
[2021-03-05 08:25:33 main:581] : INFO : Epoch 1994 | loss: 0.0312288 | val_loss: 0.0312252 | Time: 2966.05 ms
[2021-03-05 08:25:36 main:581] : INFO : Epoch 1995 | loss: 0.0312176 | val_loss: 0.031213 | Time: 2950.76 ms
[2021-03-05 08:25:39 main:581] : INFO : Epoch 1996 | loss: 0.0312055 | val_loss: 0.0311978 | Time: 2996.59 ms
[2021-03-05 08:25:42 main:581] : INFO : Epoch 1997 | loss: 0.0311951 | val_loss: 0.0311931 | Time: 2983.41 ms
[2021-03-05 08:25:45 main:581] : INFO : Epoch 1998 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 2978.44 ms
[2021-03-05 08:25:47 main:581] : INFO : Epoch 1999 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 2962.91 ms
[2021-03-05 08:25:50 main:581] : INFO : Epoch 2000 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 2937.51 ms
[2021-03-05 08:25:53 main:581] : INFO : Epoch 2001 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 2984.36 ms
[2021-03-05 08:25:56 main:581] : INFO : Epoch 2002 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 2951.57 ms
[2021-03-05 08:25:59 main:581] : INFO : Epoch 2003 | loss: 0.03119 | val_loss: 0.0311969 | Time: 2994.09 ms
[2021-03-05 08:26:02 main:581] : INFO : Epoch 2004 | loss: 0.031194 | val_loss: 0.0311917 | Time: 2994.56 ms
[2021-03-05 08:26:05 main:581] : INFO : Epoch 2005 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 2950.84 ms
[2021-03-05 08:26:08 main:581] : INFO : Epoch 2006 | loss: 0.0311886 | val_loss: 0.0311889 | Time: 2952.4 ms
[2021-03-05 08:26:11 main:581] : INFO : Epoch 2007 | loss: 0.0311864 | val_loss: 0.031187 | Time: 2968.01 ms
[2021-03-05 08:26:14 main:581] : INFO : Epoch 2008 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 2962.25 ms
[2021-03-05 08:26:17 main:581] : INFO : Epoch 2009 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 2992.99 ms
[2021-03-05 08:26:20 main:581] : INFO : Epoch 2010 | loss: 0.0311832 | val_loss: 0.031187 | Time: 3000.43 ms
[2021-03-05 08:26:23 main:581] : INFO : Epoch 2011 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2968.98 ms
[2021-03-05 08:26:26 main:581] : INFO : Epoch 2012 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 2959.31 ms
[2021-03-05 08:26:29 main:581] : INFO : Epoch 2013 | loss: 0.0311889 | val_loss: 0.0311872 | Time: 2952.49 ms
[2021-03-05 08:26:32 main:581] : INFO : Epoch 2014 | loss: 0.0311868 | val_loss: 0.0311853 | Time: 2975.2 ms
[2021-03-05 08:26:35 main:581] : INFO : Epoch 2015 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 2983.91 ms
[2021-03-05 08:26:38 main:581] : INFO : Epoch 2016 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 2970.95 ms
[2021-03-05 08:26:41 main:581] : INFO : Epoch 2017 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 2975.3 ms
[2021-03-05 08:26:44 main:581] : INFO : Epoch 2018 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 2935.64 ms
[2021-03-05 08:26:47 main:581] : INFO : Epoch 2019 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 2968.57 ms
[2021-03-05 08:26:50 main:581] : INFO : Epoch 2020 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 2975.4 ms
[2021-03-05 08:26:53 main:581] : INFO : Epoch 2021 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 2992.95 ms
[2021-03-05 08:26:56 main:581] : INFO : Epoch 2022 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 2966.68 ms
[2021-03-05 08:26:59 main:581] : INFO : Epoch 2023 | loss: 0.031169 | val_loss: 0.0311735 | Time: 2953.3 ms
[2021-03-05 08:27:02 main:581] : INFO : Epoch 2024 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 2973.27 ms
[2021-03-05 08:27:05 main:581] : INFO : Epoch 2025 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 2959.3 ms
[2021-03-05 08:27:08 main:581] : INFO : Epoch 2026 | loss: 0.031168 | val_loss: 0.0311739 | Time: 2991.12 ms
[2021-03-05 08:27:11 main:581] : INFO : Epoch 2027 | loss: 0.031169 | val_loss: 0.0311725 | Time: 2948.81 ms
[2021-03-05 08:27:14 main:581] : INFO : Epoch 2028 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 2980.02 ms
[2021-03-05 08:27:17 main:581] : INFO : Epoch 2029 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 2940.16 ms
[2021-03-05 08:27:19 main:581] : INFO : Epoch 2030 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 2960.17 ms
[2021-03-05 08:27:22 main:581] : INFO : Epoch 2031 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 2979.23 ms
[2021-03-05 08:27:25 main:581] : INFO : Epoch 2032 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 2962.8 ms
[2021-03-05 08:27:28 main:581] : INFO : Epoch 2033 | loss: 0.0311651 | val_loss: 0.031172 | Time: 2969.99 ms
[2021-03-05 08:27:31 main:581] : INFO : Epoch 2034 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 2967.23 ms
[2021-03-05 08:27:34 main:581] : INFO : Epoch 2035 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 2962.39 ms
[2021-03-05 08:27:37 main:581] : INFO : Epoch 2036 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 2931.93 ms
[2021-03-05 08:27:40 main:581] : INFO : Epoch 2037 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 2942.33 ms
[2021-03-05 08:27:43 main:581] : INFO : Epoch 2038 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 2959.5 ms
[2021-03-05 08:27:46 main:581] : INFO : Epoch 2039 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 2957.21 ms
[2021-03-05 08:27:49 main:581] : INFO : Epoch 2040 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 2940.53 ms
[2021-03-05 08:27:52 main:581] : INFO : Epoch 2041 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 2967.93 ms
[2021-03-05 08:27:55 main:581] : INFO : Epoch 2042 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 2943.66 ms
[2021-03-05 08:27:58 main:581] : INFO : Epoch 2043 | loss: 0.0311666 | val_loss: 0.0311677 | Time: 2944.02 ms
[2021-03-05 08:28:01 main:581] : INFO : Epoch 2044 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 2984.78 ms
[2021-03-05 08:28:04 main:581] : INFO : Epoch 2045 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 2988.02 ms
[2021-03-05 08:28:07 main:581] : INFO : Epoch 2046 | loss: 0.0311634 | val_loss: 0.0311676 | Time: 2988.11 ms
[2021-03-05 08:28:10 main:581] : INFO : Epoch 2047 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 2986.7 ms
[2021-03-05 08:28:13 main:581] : INFO : Epoch 2048 | loss: 0.0311641 | val_loss: 0.0311666 | Time: 2957.15 ms
[2021-03-05 08:28:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311666
[2021-03-05 08:28:13 main:610] : INFO : Saving end state to config to file
[2021-03-05 08:28:13 main:615] : INFO : Success, exiting..
08:28:13 (2171763): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)