Task 7367192
| Name | ParityModified-1631729687-27866-0_0 |
| Workunit | 5043306 |
| Created | 15 Sep 2021, 18:14:50 UTC |
| Sent | 16 Sep 2021, 15:09:39 UTC |
| Report deadline | 24 Sep 2021, 15:09:39 UTC |
| Received | 24 Sep 2021, 8:51:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 43 min 34 sec |
| CPU time | 1 hours 42 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 10:26:09 main:574] : INFO : Epoch 1542 | loss: 0.0312347 | val_loss: 0.0312305 | Time: 3013.56 ms [2021-09-24 10:26:12 main:574] : INFO : Epoch 1543 | loss: 0.0312304 | val_loss: 0.0312216 | Time: 3009.7 ms [2021-09-24 10:26:15 main:574] : INFO : Epoch 1544 | loss: 0.031218 | val_loss: 0.0312144 | Time: 3007.33 ms [2021-09-24 10:26:18 main:574] : INFO : Epoch 1545 | loss: 0.0312106 | val_loss: 0.0312072 | Time: 3013.8 ms [2021-09-24 10:26:21 main:574] : INFO : Epoch 1546 | loss: 0.0312055 | val_loss: 0.0312043 | Time: 3024.86 ms [2021-09-24 10:26:24 main:574] : INFO : Epoch 1547 | loss: 0.0312014 | val_loss: 0.0312013 | Time: 3012.26 ms [2021-09-24 10:26:28 main:574] : INFO : Epoch 1548 | loss: 0.0311972 | val_loss: 0.0312024 | Time: 3014.44 ms [2021-09-24 10:26:31 main:574] : INFO : Epoch 1549 | loss: 0.031195 | val_loss: 0.0311961 | Time: 3032 ms [2021-09-24 10:26:34 main:574] : INFO : Epoch 1550 | loss: 0.0311921 | val_loss: 0.0311931 | Time: 3011.31 ms [2021-09-24 10:26:37 main:574] : INFO : Epoch 1551 | loss: 0.0311917 | val_loss: 0.0311939 | Time: 3025.7 ms [2021-09-24 10:26:40 main:574] : INFO : Epoch 1552 | loss: 0.0311889 | val_loss: 0.0311934 | Time: 3016.11 ms [2021-09-24 10:26:43 main:574] : INFO : Epoch 1553 | loss: 0.0311877 | val_loss: 0.0311907 | Time: 3016.67 ms [2021-09-24 10:26:46 main:574] : INFO : Epoch 1554 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 3009.83 ms [2021-09-24 10:26:49 main:574] : INFO : Epoch 1555 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 3005.97 ms [2021-09-24 10:26:52 main:574] : INFO : Epoch 1556 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 3011.08 ms [2021-09-24 10:26:55 main:574] : INFO : Epoch 1557 | loss: 0.0311843 | val_loss: 0.0311888 | Time: 3009.14 ms [2021-09-24 10:26:58 main:574] : INFO : Epoch 1558 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 3016.83 ms [2021-09-24 10:27:01 main:574] : INFO : Epoch 1559 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 3012.73 ms [2021-09-24 10:27:04 main:574] : INFO : Epoch 1560 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 3015.73 ms [2021-09-24 10:27:07 main:574] : INFO : Epoch 1561 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 3004.53 ms [2021-09-24 10:27:10 main:574] : INFO : Epoch 1562 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 3001.44 ms [2021-09-24 10:27:13 main:574] : INFO : Epoch 1563 | loss: 0.0311803 | val_loss: 0.0311857 | Time: 3009.18 ms [2021-09-24 10:27:16 main:574] : INFO : Epoch 1564 | loss: 0.0311793 | val_loss: 0.0311862 | Time: 3016.14 ms [2021-09-24 10:27:19 main:574] : INFO : Epoch 1565 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 3009.05 ms [2021-09-24 10:27:22 main:574] : INFO : Epoch 1566 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 3009.35 ms [2021-09-24 10:27:25 main:574] : INFO : Epoch 1567 | loss: 0.0311797 | val_loss: 0.0311869 | Time: 3007.34 ms [2021-09-24 10:27:28 main:574] : INFO : Epoch 1568 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 3002.23 ms [2021-09-24 10:27:31 main:574] : INFO : Epoch 1569 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 3014.03 ms [2021-09-24 10:27:34 main:574] : INFO : Epoch 1570 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 3001.08 ms [2021-09-24 10:27:37 main:574] : INFO : Epoch 1571 | loss: 0.031178 | val_loss: 0.0311844 | Time: 3002.8 ms [2021-09-24 10:27:40 main:574] : INFO : Epoch 1572 | loss: 0.0311768 | val_loss: 0.0311861 | Time: 3000.92 ms [2021-09-24 10:27:43 main:574] : INFO : Epoch 1573 | loss: 0.0311769 | val_loss: 0.0311857 | Time: 3003.02 ms [2021-09-24 10:27:46 main:574] : INFO : Epoch 1574 | loss: 0.031176 | val_loss: 0.031185 | Time: 2998.17 ms [2021-09-24 10:27:49 main:574] : INFO : Epoch 1575 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 3011.13 ms [2021-09-24 10:27:52 main:574] : INFO : Epoch 1576 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 3022.43 ms [2021-09-24 10:27:55 main:574] : INFO : Epoch 1577 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 3010.78 ms [2021-09-24 10:27:58 main:574] : INFO : Epoch 1578 | loss: 0.031174 | val_loss: 0.0311839 | Time: 3013.36 ms [2021-09-24 10:28:01 main:574] : INFO : Epoch 1579 | loss: 0.0311752 | val_loss: 0.0311844 | Time: 3014.51 ms [2021-09-24 10:28:04 main:574] : INFO : Epoch 1580 | loss: 0.031176 | val_loss: 0.0311842 | Time: 3155.01 ms [2021-09-24 10:28:07 main:574] : INFO : Epoch 1581 | loss: 0.0311756 | val_loss: 0.0311874 | Time: 3061.14 ms [2021-09-24 10:28:10 main:574] : INFO : Epoch 1582 | loss: 0.031176 | val_loss: 0.0311847 | Time: 3009.25 ms [2021-09-24 10:28:13 main:574] : INFO : Epoch 1583 | loss: 0.0311736 | val_loss: 0.031186 | Time: 3011.45 ms [2021-09-24 10:28:16 main:574] : INFO : Epoch 1584 | loss: 0.0311761 | val_loss: 0.0311868 | Time: 3034.93 ms [2021-09-24 10:28:19 main:574] : INFO : Epoch 1585 | loss: 0.0311767 | val_loss: 0.0311866 | Time: 3055.32 ms [2021-09-24 10:28:22 main:574] : INFO : Epoch 1586 | loss: 0.031178 | val_loss: 0.0311829 | Time: 3062.83 ms [2021-09-24 10:28:25 main:574] : INFO : Epoch 1587 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 3009.12 ms [2021-09-24 10:28:28 main:574] : INFO : Epoch 1588 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 3008.72 ms [2021-09-24 10:28:31 main:574] : INFO : Epoch 1589 | loss: 0.031174 | val_loss: 0.0311844 | Time: 3015.8 ms [2021-09-24 10:28:34 main:574] : INFO : Epoch 1590 | loss: 0.031174 | val_loss: 0.0311861 | Time: 3013.81 ms [2021-09-24 10:28:38 main:574] : INFO : Epoch 1591 | loss: 0.0311734 | val_loss: 0.0311865 | Time: 3106.43 ms [2021-09-24 10:28:41 main:574] : INFO : Epoch 1592 | loss: 0.0311718 | val_loss: 0.0311836 | Time: 3016.66 ms [2021-09-24 10:28:44 main:574] : INFO : Epoch 1593 | loss: 0.031172 | val_loss: 0.0311866 | Time: 3001.96 ms [2021-09-24 10:28:47 main:574] : INFO : Epoch 1594 | loss: 0.0311722 | val_loss: 0.0311857 | Time: 3020.38 ms [2021-09-24 10:28:50 main:574] : INFO : Epoch 1595 | loss: 0.0311711 | val_loss: 0.0311853 | Time: 3034.25 ms [2021-09-24 10:28:53 main:574] : INFO : Epoch 1596 | loss: 0.0311702 | val_loss: 0.031184 | Time: 3011.93 ms [2021-09-24 10:28:56 main:574] : INFO : Epoch 1597 | loss: 0.031171 | val_loss: 0.0311845 | Time: 3013.05 ms [2021-09-24 10:28:59 main:574] : INFO : Epoch 1598 | loss: 0.0311729 | val_loss: 0.0311864 | Time: 3009.13 ms [2021-09-24 10:29:02 main:574] : INFO : Epoch 1599 | loss: 0.0311708 | val_loss: 0.0311845 | Time: 3009.32 ms [2021-09-24 10:29:05 main:574] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311858 | Time: 3034.65 ms [2021-09-24 10:29:08 main:574] : INFO : Epoch 1601 | loss: 0.0311691 | val_loss: 0.0311868 | Time: 3072.74 ms [2021-09-24 10:29:11 main:574] : INFO : Epoch 1602 | loss: 0.0311687 | val_loss: 0.0311861 | Time: 3002.24 ms [2021-09-24 10:29:14 main:574] : INFO : Epoch 1603 | loss: 0.0311704 | val_loss: 0.0311842 | Time: 3064.72 ms [2021-09-24 10:29:17 main:574] : INFO : Epoch 1604 | loss: 0.0311728 | val_loss: 0.0311896 | Time: 3012.26 ms [2021-09-24 10:29:20 main:574] : INFO : Epoch 1605 | loss: 0.0311731 | val_loss: 0.031189 | Time: 3138.88 ms [2021-09-24 10:29:23 main:574] : INFO : Epoch 1606 | loss: 0.0311748 | val_loss: 0.0311848 | Time: 3074.83 ms [2021-09-24 10:29:26 main:574] : INFO : Epoch 1607 | loss: 0.0311721 | val_loss: 0.0311883 | Time: 3007.08 ms [2021-09-24 10:29:29 main:574] : INFO : Epoch 1608 | loss: 0.0311713 | val_loss: 0.0311873 | Time: 3012.71 ms [2021-09-24 10:29:32 main:574] : INFO : Epoch 1609 | loss: 0.0311699 | val_loss: 0.0311851 | Time: 3083.54 ms [2021-09-24 10:29:35 main:574] : INFO : Epoch 1610 | loss: 0.0311731 | val_loss: 0.0311918 | Time: 3008.05 ms [2021-09-24 10:29:38 main:574] : INFO : Epoch 1611 | loss: 0.0311892 | val_loss: 0.031188 | Time: 3008.42 ms [2021-09-24 10:29:41 main:574] : INFO : Epoch 1612 | loss: 0.0311873 | val_loss: 0.031183 | Time: 3041.9 ms [2021-09-24 10:29:44 main:574] : INFO : Epoch 1613 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 3062.51 ms [2021-09-24 10:29:47 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.0311781 | Time: 3018.5 ms [2021-09-24 10:29:50 main:574] : INFO : Epoch 1615 | loss: 0.0311781 | val_loss: 0.031179 | Time: 3004.51 ms [2021-09-24 10:29:53 main:574] : INFO : Epoch 1616 | loss: 0.0311769 | val_loss: 0.0311786 | Time: 3003.91 ms [2021-09-24 10:29:56 main:574] : INFO : Epoch 1617 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 3000.78 ms [2021-09-24 10:29:59 main:574] : INFO : Epoch 1618 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 2997.75 ms [2021-09-24 10:30:02 main:574] : INFO : Epoch 1619 | loss: 0.031175 | val_loss: 0.0311797 | Time: 3042.26 ms [2021-09-24 10:30:05 main:574] : INFO : Epoch 1620 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 3013.97 ms [2021-09-24 10:30:09 main:574] : INFO : Epoch 1621 | loss: 0.0311714 | val_loss: 0.0311789 | Time: 3014.63 ms [2021-09-24 10:30:12 main:574] : INFO : Epoch 1622 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 3013.84 ms [2021-09-24 10:30:15 main:574] : INFO : Epoch 1623 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 3009.68 ms [2021-09-24 10:30:18 main:574] : INFO : Epoch 1624 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 3019.6 ms [2021-09-24 10:30:21 main:574] : INFO : Epoch 1625 | loss: 0.0311682 | val_loss: 0.0311792 | Time: 3009.15 ms [2021-09-24 10:30:24 main:574] : INFO : Epoch 1626 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 3022.39 ms [2021-09-24 10:30:27 main:574] : INFO : Epoch 1627 | loss: 0.0311672 | val_loss: 0.0311798 | Time: 3006.58 ms [2021-09-24 10:30:30 main:574] : INFO : Epoch 1628 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 3017.47 ms [2021-09-24 10:30:33 main:574] : INFO : Epoch 1629 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 3019.07 ms [2021-09-24 10:30:36 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.0311799 | Time: 3003.71 ms [2021-09-24 10:30:39 main:574] : INFO : Epoch 1631 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 3032.8 ms [2021-09-24 10:30:42 main:574] : INFO : Epoch 1632 | loss: 0.0311642 | val_loss: 0.0311807 | Time: 3015.75 ms [2021-09-24 10:30:45 main:574] : INFO : Epoch 1633 | loss: 0.0311643 | val_loss: 0.0311812 | Time: 3011.19 ms [2021-09-24 10:30:48 main:574] : INFO : Epoch 1634 | loss: 0.0311658 | val_loss: 0.031183 | Time: 3032.67 ms [2021-09-24 10:30:51 main:574] : INFO : Epoch 1635 | loss: 0.031168 | val_loss: 0.0311811 | Time: 3001.55 ms [2021-09-24 10:30:54 main:574] : INFO : Epoch 1636 | loss: 0.0311663 | val_loss: 0.0311812 | Time: 3003.59 ms [2021-09-24 10:30:57 main:574] : INFO : Epoch 1637 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 3031.32 ms [2021-09-24 10:31:00 main:574] : INFO : Epoch 1638 | loss: 0.0311647 | val_loss: 0.031181 | Time: 3007.36 ms [2021-09-24 10:31:03 main:574] : INFO : Epoch 1639 | loss: 0.0311636 | val_loss: 0.0311823 | Time: 3016.5 ms [2021-09-24 10:31:06 main:574] : INFO : Epoch 1640 | loss: 0.0311632 | val_loss: 0.0311812 | Time: 3002.14 ms [2021-09-24 10:31:09 main:574] : INFO : Epoch 1641 | loss: 0.0311642 | val_loss: 0.0311826 | Time: 3006.22 ms [2021-09-24 10:31:12 main:574] : INFO : Epoch 1642 | loss: 0.0311658 | val_loss: 0.0311796 | Time: 3054.12 ms [2021-09-24 10:31:15 main:574] : INFO : Epoch 1643 | loss: 0.031164 | val_loss: 0.0311791 | Time: 3012.41 ms [2021-09-24 10:31:18 main:574] : INFO : Epoch 1644 | loss: 0.0311642 | val_loss: 0.0311813 | Time: 3021.86 ms [2021-09-24 10:31:21 main:574] : INFO : Epoch 1645 | loss: 0.0311667 | val_loss: 0.031183 | Time: 3005.44 ms [2021-09-24 10:31:24 main:574] : INFO : Epoch 1646 | loss: 0.0311669 | val_loss: 0.0311815 | Time: 3000.95 ms [2021-09-24 10:31:27 main:574] : INFO : Epoch 1647 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 3032.07 ms [2021-09-24 10:31:30 main:574] : INFO : Epoch 1648 | loss: 0.0311653 | val_loss: 0.0311817 | Time: 3012.74 ms [2021-09-24 10:31:33 main:574] : INFO : Epoch 1649 | loss: 0.0311653 | val_loss: 0.0311821 | Time: 3010.19 ms [2021-09-24 10:31:36 main:574] : INFO : Epoch 1650 | loss: 0.031165 | val_loss: 0.0311808 | Time: 3022.33 ms [2021-09-24 10:31:39 main:574] : INFO : Epoch 1651 | loss: 0.0311634 | val_loss: 0.0311819 | Time: 3058.7 ms [2021-09-24 10:31:42 main:574] : INFO : Epoch 1652 | loss: 0.031165 | val_loss: 0.0311815 | Time: 3041.18 ms [2021-09-24 10:31:45 main:574] : INFO : Epoch 1653 | loss: 0.0311675 | val_loss: 0.0311815 | Time: 3039.18 ms [2021-09-24 10:31:48 main:574] : INFO : Epoch 1654 | loss: 0.0311681 | val_loss: 0.0311813 | Time: 3074.53 ms [2021-09-24 10:31:51 main:574] : INFO : Epoch 1655 | loss: 0.0311684 | val_loss: 0.0311796 | Time: 3083.97 ms [2021-09-24 10:31:54 main:574] : INFO : Epoch 1656 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 3029.29 ms [2021-09-24 10:31:58 main:574] : INFO : Epoch 1657 | loss: 0.0311661 | val_loss: 0.0311799 | Time: 3150.13 ms [2021-09-24 10:32:01 main:574] : INFO : Epoch 1658 | loss: 0.0311671 | val_loss: 0.03118 | Time: 3097.39 ms [2021-09-24 10:32:04 main:574] : INFO : Epoch 1659 | loss: 0.0311649 | val_loss: 0.031184 | Time: 3024.8 ms [2021-09-24 10:32:07 main:574] : INFO : Epoch 1660 | loss: 0.0311645 | val_loss: 0.0311797 | Time: 3000.56 ms [2021-09-24 10:32:10 main:574] : INFO : Epoch 1661 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 3042.78 ms [2021-09-24 10:32:13 main:574] : INFO : Epoch 1662 | loss: 0.0311622 | val_loss: 0.0311806 | Time: 3051.69 ms [2021-09-24 10:32:16 main:574] : INFO : Epoch 1663 | loss: 0.0311629 | val_loss: 0.0311823 | Time: 3080.65 ms [2021-09-24 10:32:19 main:574] : INFO : Epoch 1664 | loss: 0.0311608 | val_loss: 0.0311811 | Time: 3073.91 ms [2021-09-24 10:32:22 main:574] : INFO : Epoch 1665 | loss: 0.0311607 | val_loss: 0.0311831 | Time: 3069.41 ms [2021-09-24 10:32:25 main:574] : INFO : Epoch 1666 | loss: 0.0311609 | val_loss: 0.0311806 | Time: 3080.23 ms [2021-09-24 10:32:28 main:574] : INFO : Epoch 1667 | loss: 0.0311643 | val_loss: 0.0311836 | Time: 3046.81 ms [2021-09-24 10:32:31 main:574] : INFO : Epoch 1668 | loss: 0.0311654 | val_loss: 0.0311813 | Time: 3020.84 ms [2021-09-24 10:32:34 main:574] : INFO : Epoch 1669 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 3013.19 ms [2021-09-24 10:32:37 main:574] : INFO : Epoch 1670 | loss: 0.0311623 | val_loss: 0.0311814 | Time: 3001.39 ms [2021-09-24 10:32:40 main:574] : INFO : Epoch 1671 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 3017.7 ms [2021-09-24 10:32:43 main:574] : INFO : Epoch 1672 | loss: 0.0311652 | val_loss: 0.0311785 | Time: 3018.82 ms [2021-09-24 10:32:46 main:574] : INFO : Epoch 1673 | loss: 0.0311641 | val_loss: 0.0311808 | Time: 3006.44 ms [2021-09-24 10:32:49 main:574] : INFO : Epoch 1674 | loss: 0.0311632 | val_loss: 0.0311829 | Time: 2998.53 ms [2021-09-24 10:32:52 main:574] : INFO : Epoch 1675 | loss: 0.031164 | val_loss: 0.0311796 | Time: 3037.9 ms [2021-09-24 10:32:55 main:574] : INFO : Epoch 1676 | loss: 0.0311625 | val_loss: 0.0311853 | Time: 3004.74 ms [2021-09-24 10:32:58 main:574] : INFO : Epoch 1677 | loss: 0.0311654 | val_loss: 0.0311815 | Time: 3002.37 ms [2021-09-24 10:33:01 main:574] : INFO : Epoch 1678 | loss: 0.0311602 | val_loss: 0.0311808 | Time: 3035 ms [2021-09-24 10:33:05 main:574] : INFO : Epoch 1679 | loss: 0.0311594 | val_loss: 0.031183 | Time: 3223.61 ms [2021-09-24 10:33:08 main:574] : INFO : Epoch 1680 | loss: 0.0311607 | val_loss: 0.03118 | Time: 3018.43 ms [2021-09-24 10:33:11 main:574] : INFO : Epoch 1681 | loss: 0.0311615 | val_loss: 0.0311842 | Time: 3037.03 ms [2021-09-24 10:33:14 main:574] : INFO : Epoch 1682 | loss: 0.0311623 | val_loss: 0.0311867 | Time: 3015.37 ms [2021-09-24 10:33:17 main:574] : INFO : Epoch 1683 | loss: 0.0311623 | val_loss: 0.0311827 | Time: 3074.19 ms [2021-09-24 10:33:20 main:574] : INFO : Epoch 1684 | loss: 0.0311603 | val_loss: 0.0311839 | Time: 3108 ms [2021-09-24 10:33:23 main:574] : INFO : Epoch 1685 | loss: 0.0311594 | val_loss: 0.0311808 | Time: 3129.84 ms [2021-09-24 10:33:26 main:574] : INFO : Epoch 1686 | loss: 0.0311595 | val_loss: 0.0311819 | Time: 3073.45 ms [2021-09-24 10:33:29 main:574] : INFO : Epoch 1687 | loss: 0.0311596 | val_loss: 0.0311831 | Time: 2997.02 ms [2021-09-24 10:33:32 main:574] : INFO : Epoch 1688 | loss: 0.0311592 | val_loss: 0.0311811 | Time: 3024.87 ms [2021-09-24 10:33:35 main:574] : INFO : Epoch 1689 | loss: 0.0311578 | val_loss: 0.0311824 | Time: 3006.2 ms [2021-09-24 10:33:38 main:574] : INFO : Epoch 1690 | loss: 0.0311598 | val_loss: 0.0311838 | Time: 3002.66 ms [2021-09-24 10:33:41 main:574] : INFO : Epoch 1691 | loss: 0.0311598 | val_loss: 0.0311817 | Time: 3006.45 ms [2021-09-24 10:33:44 main:574] : INFO : Epoch 1692 | loss: 0.0311585 | val_loss: 0.0311846 | Time: 3017.42 ms [2021-09-24 10:33:47 main:574] : INFO : Epoch 1693 | loss: 0.0311585 | val_loss: 0.0311828 | Time: 3008.08 ms [2021-09-24 10:33:50 main:574] : INFO : Epoch 1694 | loss: 0.031157 | val_loss: 0.0311823 | Time: 3025.45 ms [2021-09-24 10:33:53 main:574] : INFO : Epoch 1695 | loss: 0.0311564 | val_loss: 0.0311828 | Time: 3017.78 ms [2021-09-24 10:33:56 main:574] : INFO : Epoch 1696 | loss: 0.0311563 | val_loss: 0.0311828 | Time: 3016.6 ms [2021-09-24 10:33:59 main:574] : INFO : Epoch 1697 | loss: 0.0311552 | val_loss: 0.0311821 | Time: 3016.33 ms [2021-09-24 10:34:02 main:574] : INFO : Epoch 1698 | loss: 0.0311575 | val_loss: 0.0311799 | Time: 3030.7 ms [2021-09-24 10:34:05 main:574] : INFO : Epoch 1699 | loss: 0.0311551 | val_loss: 0.0311853 | Time: 3033.43 ms [2021-09-24 10:34:08 main:574] : INFO : Epoch 1700 | loss: 0.0311621 | val_loss: 0.0311814 | Time: 3016.82 ms [2021-09-24 10:34:11 main:574] : INFO : Epoch 1701 | loss: 0.031162 | val_loss: 0.0311829 | Time: 3013.86 ms [2021-09-24 10:34:14 main:574] : INFO : Epoch 1702 | loss: 0.0311601 | val_loss: 0.031181 | Time: 3019.03 ms [2021-09-24 10:34:17 main:574] : INFO : Epoch 1703 | loss: 0.0311591 | val_loss: 0.0311828 | Time: 3014.83 ms [2021-09-24 10:34:20 main:574] : INFO : Epoch 1704 | loss: 0.0311621 | val_loss: 0.0311832 | Time: 3019.91 ms [2021-09-24 10:34:23 main:574] : INFO : Epoch 1705 | loss: 0.031165 | val_loss: 0.0311809 | Time: 3007.51 ms [2021-09-24 10:34:26 main:574] : INFO : Epoch 1706 | loss: 0.0311648 | val_loss: 0.0311855 | Time: 3004.78 ms [2021-09-24 10:34:29 main:574] : INFO : Epoch 1707 | loss: 0.0311605 | val_loss: 0.0311803 | Time: 3005.77 ms [2021-09-24 10:34:32 main:574] : INFO : Epoch 1708 | loss: 0.0311581 | val_loss: 0.0311841 | Time: 3016.02 ms [2021-09-24 10:34:36 main:574] : INFO : Epoch 1709 | loss: 0.031156 | val_loss: 0.03118 | Time: 3039.72 ms [2021-09-24 10:34:39 main:574] : INFO : Epoch 1710 | loss: 0.0311558 | val_loss: 0.0311826 | Time: 3155.13 ms [2021-09-24 10:34:42 main:574] : INFO : Epoch 1711 | loss: 0.0311562 | val_loss: 0.0311832 | Time: 3052.41 ms [2021-09-24 10:34:45 main:574] : INFO : Epoch 1712 | loss: 0.0311569 | val_loss: 0.0311842 | Time: 3013.26 ms [2021-09-24 10:34:48 main:574] : INFO : Epoch 1713 | loss: 0.0311575 | val_loss: 0.0311825 | Time: 3012.44 ms [2021-09-24 10:34:51 main:574] : INFO : Epoch 1714 | loss: 0.0311548 | val_loss: 0.0311852 | Time: 3009.67 ms [2021-09-24 10:34:54 main:574] : INFO : Epoch 1715 | loss: 0.0311647 | val_loss: 0.0311853 | Time: 3007 ms [2021-09-24 10:34:57 main:574] : INFO : Epoch 1716 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 3011.67 ms [2021-09-24 10:35:00 main:574] : INFO : Epoch 1717 | loss: 0.031163 | val_loss: 0.0311837 | Time: 3008.2 ms [2021-09-24 10:35:03 main:574] : INFO : Epoch 1718 | loss: 0.0311602 | val_loss: 0.0311811 | Time: 3025.82 ms [2021-09-24 10:35:06 main:574] : INFO : Epoch 1719 | loss: 0.0311573 | val_loss: 0.0311804 | Time: 3007.94 ms [2021-09-24 10:35:09 main:574] : INFO : Epoch 1720 | loss: 0.0311573 | val_loss: 0.0311787 | Time: 3007.66 ms [2021-09-24 10:35:12 main:574] : INFO : Epoch 1721 | loss: 0.0311586 | val_loss: 0.0311828 | Time: 3014.4 ms [2021-09-24 10:35:15 main:574] : INFO : Epoch 1722 | loss: 0.0311564 | val_loss: 0.0311853 | Time: 3003.9 ms [2021-09-24 10:35:18 main:574] : INFO : Epoch 1723 | loss: 0.031157 | val_loss: 0.0311805 | Time: 3017.47 ms [2021-09-24 10:35:21 main:574] : INFO : Epoch 1724 | loss: 0.0311543 | val_loss: 0.0311794 | Time: 3016.08 ms [2021-09-24 10:35:24 main:574] : INFO : Epoch 1725 | loss: 0.0311541 | val_loss: 0.0311793 | Time: 3002.48 ms [2021-09-24 10:35:27 main:574] : INFO : Epoch 1726 | loss: 0.0311557 | val_loss: 0.0311795 | Time: 3029.75 ms [2021-09-24 10:35:30 main:574] : INFO : Epoch 1727 | loss: 0.0311551 | val_loss: 0.0311854 | Time: 3094.48 ms [2021-09-24 10:35:33 main:574] : INFO : Epoch 1728 | loss: 0.0311551 | val_loss: 0.0311816 | Time: 3016.12 ms [2021-09-24 10:35:36 main:574] : INFO : Epoch 1729 | loss: 0.031155 | val_loss: 0.0311803 | Time: 3033.93 ms [2021-09-24 10:35:39 main:574] : INFO : Epoch 1730 | loss: 0.0311561 | val_loss: 0.0311793 | Time: 2997.91 ms [2021-09-24 10:35:42 main:574] : INFO : Epoch 1731 | loss: 0.031154 | val_loss: 0.0311793 | Time: 3006.85 ms [2021-09-24 10:35:45 main:574] : INFO : Epoch 1732 | loss: 0.031153 | val_loss: 0.0311819 | Time: 3013.62 ms [2021-09-24 10:35:48 main:574] : INFO : Epoch 1733 | loss: 0.0311548 | val_loss: 0.0311845 | Time: 3024.18 ms [2021-09-24 10:35:51 main:574] : INFO : Epoch 1734 | loss: 0.0311545 | val_loss: 0.031181 | Time: 3223.65 ms [2021-09-24 10:35:54 main:574] : INFO : Epoch 1735 | loss: 0.031151 | val_loss: 0.0311793 | Time: 3003.39 ms [2021-09-24 10:35:57 main:574] : INFO : Epoch 1736 | loss: 0.0311513 | val_loss: 0.0311793 | Time: 3002.07 ms [2021-09-24 10:36:00 main:574] : INFO : Epoch 1737 | loss: 0.031153 | val_loss: 0.0311789 | Time: 3005.48 ms [2021-09-24 10:36:03 main:574] : INFO : Epoch 1738 | loss: 0.0311603 | val_loss: 0.0311814 | Time: 3001.82 ms [2021-09-24 10:36:06 main:574] : INFO : Epoch 1739 | loss: 0.0311759 | val_loss: 0.0311872 | Time: 2997.42 ms [2021-09-24 10:36:09 main:574] : INFO : Epoch 1740 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 3002.51 ms [2021-09-24 10:36:13 main:574] : INFO : Epoch 1741 | loss: 0.0311738 | val_loss: 0.0311861 | Time: 3127.59 ms [2021-09-24 10:36:16 main:574] : INFO : Epoch 1742 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 3039.36 ms [2021-09-24 10:36:19 main:574] : INFO : Epoch 1743 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 3032.23 ms [2021-09-24 10:36:22 main:574] : INFO : Epoch 1744 | loss: 0.031174 | val_loss: 0.03118 | Time: 3026.48 ms [2021-09-24 10:36:25 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 3017.37 ms [2021-09-24 10:36:28 main:574] : INFO : Epoch 1746 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 3013.71 ms [2021-09-24 10:36:31 main:574] : INFO : Epoch 1747 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 3035.42 ms [2021-09-24 10:36:34 main:574] : INFO : Epoch 1748 | loss: 0.0311733 | val_loss: 0.0311747 | Time: 3007.68 ms [2021-09-24 10:36:37 main:574] : INFO : Epoch 1749 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 3028.75 ms [2021-09-24 10:36:40 main:574] : INFO : Epoch 1750 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 3026.74 ms [2021-09-24 10:36:43 main:574] : INFO : Epoch 1751 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 3024.1 ms [2021-09-24 10:36:46 main:574] : INFO : Epoch 1752 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 3040.26 ms [2021-09-24 10:36:49 main:574] : INFO : Epoch 1753 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 3009.75 ms [2021-09-24 10:36:52 main:574] : INFO : Epoch 1754 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 3011.13 ms [2021-09-24 10:36:55 main:574] : INFO : Epoch 1755 | loss: 0.0311706 | val_loss: 0.031177 | Time: 3011.31 ms [2021-09-24 10:36:58 main:574] : INFO : Epoch 1756 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 3020.52 ms [2021-09-24 10:37:01 main:574] : INFO : Epoch 1757 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 3014.78 ms [2021-09-24 10:37:04 main:574] : INFO : Epoch 1758 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 3008.81 ms [2021-09-24 10:37:07 main:574] : INFO : Epoch 1759 | loss: 0.0311642 | val_loss: 0.031172 | Time: 3011.28 ms [2021-09-24 10:37:10 main:574] : INFO : Epoch 1760 | loss: 0.0311634 | val_loss: 0.0311735 | Time: 3014.92 ms [2021-09-24 10:37:13 main:574] : INFO : Epoch 1761 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 3017.86 ms [2021-09-24 10:37:16 main:574] : INFO : Epoch 1762 | loss: 0.0311692 | val_loss: 0.0311794 | Time: 3021.55 ms [2021-09-24 10:37:19 main:574] : INFO : Epoch 1763 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 3009.74 ms [2021-09-24 10:37:22 main:574] : INFO : Epoch 1764 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 3014.77 ms [2021-09-24 10:37:25 main:574] : INFO : Epoch 1765 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 3037.98 ms [2021-09-24 10:37:28 main:574] : INFO : Epoch 1766 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 2997.9 ms [2021-09-24 10:37:31 main:574] : INFO : Epoch 1767 | loss: 0.031165 | val_loss: 0.0311785 | Time: 3003.55 ms [2021-09-24 10:37:34 main:574] : INFO : Epoch 1768 | loss: 0.0311643 | val_loss: 0.031181 | Time: 3003.68 ms [2021-09-24 10:37:37 main:574] : INFO : Epoch 1769 | loss: 0.0311656 | val_loss: 0.0311778 | Time: 3002.05 ms [2021-09-24 10:37:40 main:574] : INFO : Epoch 1770 | loss: 0.031163 | val_loss: 0.0311782 | Time: 2998.13 ms [2021-09-24 10:37:43 main:574] : INFO : Epoch 1771 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 3031.17 ms [2021-09-24 10:37:46 main:574] : INFO : Epoch 1772 | loss: 0.0311609 | val_loss: 0.0311861 | Time: 3007.16 ms [2021-09-24 10:37:49 main:574] : INFO : Epoch 1773 | loss: 0.0311614 | val_loss: 0.031176 | Time: 3041.66 ms [2021-09-24 10:37:52 main:574] : INFO : Epoch 1774 | loss: 0.031159 | val_loss: 0.0311745 | Time: 3012.83 ms [2021-09-24 10:37:55 main:574] : INFO : Epoch 1775 | loss: 0.0311589 | val_loss: 0.0311768 | Time: 3006.77 ms [2021-09-24 10:37:58 main:574] : INFO : Epoch 1776 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 3034.4 ms [2021-09-24 10:38:01 main:574] : INFO : Epoch 1777 | loss: 0.0311577 | val_loss: 0.0311766 | Time: 3013.8 ms [2021-09-24 10:38:04 main:574] : INFO : Epoch 1778 | loss: 0.0311582 | val_loss: 0.031176 | Time: 3035.55 ms [2021-09-24 10:38:07 main:574] : INFO : Epoch 1779 | loss: 0.0311597 | val_loss: 0.0311773 | Time: 3001.21 ms [2021-09-24 10:38:10 main:574] : INFO : Epoch 1780 | loss: 0.0311575 | val_loss: 0.0311764 | Time: 3010.7 ms [2021-09-24 10:38:13 main:574] : INFO : Epoch 1781 | loss: 0.0311571 | val_loss: 0.031178 | Time: 3009.56 ms [2021-09-24 10:38:16 main:574] : INFO : Epoch 1782 | loss: 0.0311573 | val_loss: 0.0311775 | Time: 3007.36 ms [2021-09-24 10:38:19 main:574] : INFO : Epoch 1783 | loss: 0.0311604 | val_loss: 0.0311779 | Time: 3007.36 ms [2021-09-24 10:38:22 main:574] : INFO : Epoch 1784 | loss: 0.0311554 | val_loss: 0.0311779 | Time: 3013.34 ms [2021-09-24 10:38:26 main:574] : INFO : Epoch 1785 | loss: 0.0311547 | val_loss: 0.0311801 | Time: 3037.06 ms [2021-09-24 10:38:29 main:574] : INFO : Epoch 1786 | loss: 0.0311559 | val_loss: 0.0311811 | Time: 2999.88 ms [2021-09-24 10:38:32 main:574] : INFO : Epoch 1787 | loss: 0.0311565 | val_loss: 0.031185 | Time: 3017.89 ms [2021-09-24 10:38:35 main:574] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311794 | Time: 3013.15 ms [2021-09-24 10:38:38 main:574] : INFO : Epoch 1789 | loss: 0.0311578 | val_loss: 0.0311803 | Time: 3042.84 ms [2021-09-24 10:38:41 main:574] : INFO : Epoch 1790 | loss: 0.0311587 | val_loss: 0.0311769 | Time: 3014.83 ms [2021-09-24 10:38:44 main:574] : INFO : Epoch 1791 | loss: 0.0311578 | val_loss: 0.0311777 | Time: 3016.62 ms [2021-09-24 10:38:47 main:574] : INFO : Epoch 1792 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 3014.78 ms [2021-09-24 10:38:50 main:574] : INFO : Epoch 1793 | loss: 0.0311596 | val_loss: 0.0311812 | Time: 3032.28 ms [2021-09-24 10:38:53 main:574] : INFO : Epoch 1794 | loss: 0.031159 | val_loss: 0.0311779 | Time: 3015.64 ms [2021-09-24 10:38:56 main:574] : INFO : Epoch 1795 | loss: 0.0311563 | val_loss: 0.0311768 | Time: 3032.35 ms [2021-09-24 10:38:59 main:574] : INFO : Epoch 1796 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 3009.4 ms [2021-09-24 10:39:02 main:574] : INFO : Epoch 1797 | loss: 0.0311546 | val_loss: 0.0311805 | Time: 3006.6 ms [2021-09-24 10:39:05 main:574] : INFO : Epoch 1798 | loss: 0.0311574 | val_loss: 0.0311785 | Time: 3013.71 ms [2021-09-24 10:39:08 main:574] : INFO : Epoch 1799 | loss: 0.0311644 | val_loss: 0.031179 | Time: 3013.67 ms [2021-09-24 10:39:11 main:574] : INFO : Epoch 1800 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 3017.04 ms [2021-09-24 10:39:14 main:574] : INFO : Epoch 1801 | loss: 0.0311633 | val_loss: 0.0311766 | Time: 3010.46 ms [2021-09-24 10:39:17 main:574] : INFO : Epoch 1802 | loss: 0.0311597 | val_loss: 0.0311795 | Time: 3039.74 ms [2021-09-24 10:39:20 main:574] : INFO : Epoch 1803 | loss: 0.03116 | val_loss: 0.0311764 | Time: 3037.19 ms [2021-09-24 10:39:23 main:574] : INFO : Epoch 1804 | loss: 0.0311573 | val_loss: 0.0311779 | Time: 3030.12 ms [2021-09-24 10:39:26 main:574] : INFO : Epoch 1805 | loss: 0.0311559 | val_loss: 0.0311775 | Time: 3034.63 ms [2021-09-24 10:39:29 main:574] : INFO : Epoch 1806 | loss: 0.0311571 | val_loss: 0.0311775 | Time: 3027.2 ms [2021-09-24 10:39:32 main:574] : INFO : Epoch 1807 | loss: 0.031157 | val_loss: 0.0311771 | Time: 3018.74 ms [2021-09-24 10:39:35 main:574] : INFO : Epoch 1808 | loss: 0.0311553 | val_loss: 0.0311742 | Time: 2999.39 ms [2021-09-24 10:39:38 main:574] : INFO : Epoch 1809 | loss: 0.0311543 | val_loss: 0.0311769 | Time: 3017.76 ms [2021-09-24 10:39:41 main:574] : INFO : Epoch 1810 | loss: 0.0311543 | val_loss: 0.0311782 | Time: 3017.65 ms [2021-09-24 10:39:44 main:574] : INFO : Epoch 1811 | loss: 0.0311559 | val_loss: 0.0311767 | Time: 3031.28 ms [2021-09-24 10:39:47 main:574] : INFO : Epoch 1812 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 3035.78 ms [2021-09-24 10:39:50 main:574] : INFO : Epoch 1813 | loss: 0.0311592 | val_loss: 0.0311761 | Time: 3017.93 ms [2021-09-24 10:39:53 main:574] : INFO : Epoch 1814 | loss: 0.0311551 | val_loss: 0.0311825 | Time: 3050.99 ms [2021-09-24 10:39:56 main:574] : INFO : Epoch 1815 | loss: 0.0311567 | val_loss: 0.0311808 | Time: 3014.81 ms [2021-09-24 10:39:59 main:574] : INFO : Epoch 1816 | loss: 0.0311581 | val_loss: 0.0311797 | Time: 3029.5 ms [2021-09-24 10:40:02 main:574] : INFO : Epoch 1817 | loss: 0.0311588 | val_loss: 0.0311817 | Time: 3057.45 ms [2021-09-24 10:40:05 main:574] : INFO : Epoch 1818 | loss: 0.0311582 | val_loss: 0.031177 | Time: 3016.91 ms [2021-09-24 10:40:08 main:574] : INFO : Epoch 1819 | loss: 0.0311556 | val_loss: 0.0311768 | Time: 3008.47 ms [2021-09-24 10:40:11 main:574] : INFO : Epoch 1820 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 3010.31 ms [2021-09-24 10:40:14 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311766 | Time: 3033.97 ms [2021-09-24 10:40:17 main:574] : INFO : Epoch 1822 | loss: 0.0311573 | val_loss: 0.0311761 | Time: 3023.43 ms [2021-09-24 10:40:21 main:574] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311812 | Time: 3015.04 ms [2021-09-24 10:40:24 main:574] : INFO : Epoch 1824 | loss: 0.0311597 | val_loss: 0.0311783 | Time: 3010.78 ms [2021-09-24 10:40:27 main:574] : INFO : Epoch 1825 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 3016.59 ms [2021-09-24 10:40:30 main:574] : INFO : Epoch 1826 | loss: 0.0311567 | val_loss: 0.0311766 | Time: 3046.91 ms [2021-09-24 10:40:33 main:574] : INFO : Epoch 1827 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 3015.63 ms [2021-09-24 10:40:36 main:574] : INFO : Epoch 1828 | loss: 0.0311652 | val_loss: 0.031173 | Time: 3006.49 ms [2021-09-24 10:40:39 main:574] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 3014.05 ms [2021-09-24 10:40:42 main:574] : INFO : Epoch 1830 | loss: 0.0311611 | val_loss: 0.0311748 | Time: 3011.85 ms [2021-09-24 10:40:45 main:574] : INFO : Epoch 1831 | loss: 0.0311603 | val_loss: 0.0311742 | Time: 3039.8 ms [2021-09-24 10:40:48 main:574] : INFO : Epoch 1832 | loss: 0.0311597 | val_loss: 0.0311751 | Time: 3014.8 ms [2021-09-24 10:40:51 main:574] : INFO : Epoch 1833 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 3031.5 ms [2021-09-24 10:40:54 main:574] : INFO : Epoch 1834 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 3029.05 ms [2021-09-24 10:40:57 main:574] : INFO : Epoch 1835 | loss: 0.0311573 | val_loss: 0.031171 | Time: 3032.94 ms [2021-09-24 10:41:00 main:574] : INFO : Epoch 1836 | loss: 0.0311571 | val_loss: 0.0311744 | Time: 3034.45 ms [2021-09-24 10:41:03 main:574] : INFO : Epoch 1837 | loss: 0.0311564 | val_loss: 0.0311744 | Time: 3033.37 ms [2021-09-24 10:41:06 main:574] : INFO : Epoch 1838 | loss: 0.0311566 | val_loss: 0.031182 | Time: 3008.8 ms [2021-09-24 10:41:09 main:574] : INFO : Epoch 1839 | loss: 0.0311642 | val_loss: 0.0311892 | Time: 3006.63 ms [2021-09-24 10:41:12 main:574] : INFO : Epoch 1840 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 3009.9 ms [2021-09-24 10:41:15 main:574] : INFO : Epoch 1841 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 3042.15 ms [2021-09-24 10:41:18 main:574] : INFO : Epoch 1842 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 3010.49 ms [2021-09-24 10:41:21 main:574] : INFO : Epoch 1843 | loss: 0.0311764 | val_loss: 0.0311749 | Time: 3019.79 ms [2021-09-24 10:41:24 main:574] : INFO : Epoch 1844 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 3024.66 ms [2021-09-24 10:41:27 main:574] : INFO : Epoch 1845 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 3015.24 ms [2021-09-24 10:41:30 main:574] : INFO : Epoch 1846 | loss: 0.031166 | val_loss: 0.0311725 | Time: 3034.49 ms [2021-09-24 10:41:33 main:574] : INFO : Epoch 1847 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 3019.7 ms [2021-09-24 10:41:36 main:574] : INFO : Epoch 1848 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 3062.76 ms [2021-09-24 10:41:39 main:574] : INFO : Epoch 1849 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 3056.2 ms [2021-09-24 10:41:42 main:574] : INFO : Epoch 1850 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 3023.15 ms [2021-09-24 10:41:45 main:574] : INFO : Epoch 1851 | loss: 0.0311617 | val_loss: 0.0311736 | Time: 3024.83 ms [2021-09-24 10:41:48 main:574] : INFO : Epoch 1852 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 3002.07 ms [2021-09-24 10:41:51 main:574] : INFO : Epoch 1853 | loss: 0.0311603 | val_loss: 0.0311727 | Time: 3005.46 ms [2021-09-24 10:41:54 main:574] : INFO : Epoch 1854 | loss: 0.0311591 | val_loss: 0.0311735 | Time: 3009.41 ms [2021-09-24 10:41:57 main:574] : INFO : Epoch 1855 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 3074.17 ms [2021-09-24 10:42:00 main:574] : INFO : Epoch 1856 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 3007.53 ms [2021-09-24 10:42:03 main:574] : INFO : Epoch 1857 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 3006.31 ms [2021-09-24 10:42:06 main:574] : INFO : Epoch 1858 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 3006.55 ms [2021-09-24 10:42:09 main:574] : INFO : Epoch 1859 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 3001.81 ms [2021-09-24 10:42:12 main:574] : INFO : Epoch 1860 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 3005.14 ms [2021-09-24 10:42:15 main:574] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.0311726 | Time: 3002.81 ms [2021-09-24 10:42:18 main:574] : INFO : Epoch 1862 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 3003.22 ms [2021-09-24 10:42:21 main:574] : INFO : Epoch 1863 | loss: 0.0311568 | val_loss: 0.031173 | Time: 3010.68 ms [2021-09-24 10:42:25 main:574] : INFO : Epoch 1864 | loss: 0.0311548 | val_loss: 0.0311794 | Time: 3006.56 ms [2021-09-24 10:42:28 main:574] : INFO : Epoch 1865 | loss: 0.0311555 | val_loss: 0.0311754 | Time: 3003.15 ms [2021-09-24 10:42:31 main:574] : INFO : Epoch 1866 | loss: 0.031155 | val_loss: 0.0311753 | Time: 3000.45 ms [2021-09-24 10:42:34 main:574] : INFO : Epoch 1867 | loss: 0.0311546 | val_loss: 0.0311722 | Time: 2999.9 ms [2021-09-24 10:42:37 main:574] : INFO : Epoch 1868 | loss: 0.0311545 | val_loss: 0.0311728 | Time: 3005.19 ms [2021-09-24 10:42:40 main:574] : INFO : Epoch 1869 | loss: 0.0311543 | val_loss: 0.0311745 | Time: 3000.88 ms [2021-09-24 10:42:43 main:574] : INFO : Epoch 1870 | loss: 0.0311552 | val_loss: 0.0311745 | Time: 2998.04 ms [2021-09-24 10:42:46 main:574] : INFO : Epoch 1871 | loss: 0.0311543 | val_loss: 0.031175 | Time: 3015.06 ms [2021-09-24 10:42:49 main:574] : INFO : Epoch 1872 | loss: 0.0311536 | val_loss: 0.0311721 | Time: 3021.02 ms [2021-09-24 10:42:52 main:574] : INFO : Epoch 1873 | loss: 0.031155 | val_loss: 0.0311736 | Time: 3021.48 ms [2021-09-24 10:42:55 main:574] : INFO : Epoch 1874 | loss: 0.0311551 | val_loss: 0.0311756 | Time: 3015.85 ms [2021-09-24 10:42:58 main:574] : INFO : Epoch 1875 | loss: 0.0311535 | val_loss: 0.0311772 | Time: 3011.38 ms [2021-09-24 10:43:01 main:574] : INFO : Epoch 1876 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 3010.38 ms [2021-09-24 10:43:04 main:574] : INFO : Epoch 1877 | loss: 0.0311531 | val_loss: 0.0311731 | Time: 3025.22 ms [2021-09-24 10:43:07 main:574] : INFO : Epoch 1878 | loss: 0.0311526 | val_loss: 0.0311721 | Time: 3003.78 ms [2021-09-24 10:43:10 main:574] : INFO : Epoch 1879 | loss: 0.0311551 | val_loss: 0.0311815 | Time: 3008.92 ms [2021-09-24 10:43:13 main:574] : INFO : Epoch 1880 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 3010.94 ms [2021-09-24 10:43:16 main:574] : INFO : Epoch 1881 | loss: 0.0311536 | val_loss: 0.0311733 | Time: 3008.89 ms [2021-09-24 10:43:19 main:574] : INFO : Epoch 1882 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 3008.2 ms [2021-09-24 10:43:22 main:574] : INFO : Epoch 1883 | loss: 0.031162 | val_loss: 0.0311737 | Time: 3007.5 ms [2021-09-24 10:43:25 main:574] : INFO : Epoch 1884 | loss: 0.031158 | val_loss: 0.0311747 | Time: 3003.75 ms [2021-09-24 10:43:28 main:574] : INFO : Epoch 1885 | loss: 0.0311564 | val_loss: 0.0311735 | Time: 3005.44 ms [2021-09-24 10:43:31 main:574] : INFO : Epoch 1886 | loss: 0.0311558 | val_loss: 0.0311755 | Time: 3005.41 ms [2021-09-24 10:43:34 main:574] : INFO : Epoch 1887 | loss: 0.0311606 | val_loss: 0.0311777 | Time: 2998.59 ms [2021-09-24 10:43:37 main:574] : INFO : Epoch 1888 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 3006.24 ms [2021-09-24 10:43:40 main:574] : INFO : Epoch 1889 | loss: 0.0311592 | val_loss: 0.0311748 | Time: 3008.4 ms [2021-09-24 10:43:43 main:574] : INFO : Epoch 1890 | loss: 0.031158 | val_loss: 0.0311728 | Time: 3002.44 ms [2021-09-24 10:43:46 main:574] : INFO : Epoch 1891 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 3000.24 ms [2021-09-24 10:43:49 main:574] : INFO : Epoch 1892 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 3001.52 ms [2021-09-24 10:43:52 main:574] : INFO : Epoch 1893 | loss: 0.0311566 | val_loss: 0.0311795 | Time: 3010.27 ms [2021-09-24 10:43:55 main:574] : INFO : Epoch 1894 | loss: 0.0311552 | val_loss: 0.0311743 | Time: 3002.29 ms [2021-09-24 10:43:58 main:574] : INFO : Epoch 1895 | loss: 0.0311526 | val_loss: 0.0311752 | Time: 3027.59 ms [2021-09-24 10:44:01 main:574] : INFO : Epoch 1896 | loss: 0.0311524 | val_loss: 0.0311747 | Time: 3021.18 ms [2021-09-24 10:44:04 main:574] : INFO : Epoch 1897 | loss: 0.0311503 | val_loss: 0.0311733 | Time: 3023.45 ms [2021-09-24 10:44:07 main:574] : INFO : Epoch 1898 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 3014.11 ms [2021-09-24 10:44:10 main:574] : INFO : Epoch 1899 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 3006.19 ms [2021-09-24 10:44:13 main:574] : INFO : Epoch 1900 | loss: 0.0311509 | val_loss: 0.031179 | Time: 3031.28 ms [2021-09-24 10:44:16 main:574] : INFO : Epoch 1901 | loss: 0.031152 | val_loss: 0.0311779 | Time: 3006.77 ms [2021-09-24 10:44:19 main:574] : INFO : Epoch 1902 | loss: 0.0311489 | val_loss: 0.0311723 | Time: 3022.74 ms [2021-09-24 10:44:22 main:574] : INFO : Epoch 1903 | loss: 0.0311502 | val_loss: 0.0311743 | Time: 3028.4 ms [2021-09-24 10:44:25 main:574] : INFO : Epoch 1904 | loss: 0.0311514 | val_loss: 0.0311774 | Time: 3019.41 ms [2021-09-24 10:44:28 main:574] : INFO : Epoch 1905 | loss: 0.0311513 | val_loss: 0.031176 | Time: 3019.88 ms [2021-09-24 10:44:31 main:574] : INFO : Epoch 1906 | loss: 0.0311505 | val_loss: 0.031176 | Time: 3022.89 ms [2021-09-24 10:44:34 main:574] : INFO : Epoch 1907 | loss: 0.0311473 | val_loss: 0.0311738 | Time: 3016.71 ms [2021-09-24 10:44:37 main:574] : INFO : Epoch 1908 | loss: 0.0311472 | val_loss: 0.0311743 | Time: 3011.66 ms [2021-09-24 10:44:40 main:574] : INFO : Epoch 1909 | loss: 0.0311476 | val_loss: 0.0311729 | Time: 3003.2 ms [2021-09-24 10:44:43 main:574] : INFO : Epoch 1910 | loss: 0.0311504 | val_loss: 0.0311798 | Time: 3008.19 ms [2021-09-24 10:44:46 main:574] : INFO : Epoch 1911 | loss: 0.0311503 | val_loss: 0.0311731 | Time: 3003.36 ms [2021-09-24 10:44:49 main:574] : INFO : Epoch 1912 | loss: 0.0311491 | val_loss: 0.031176 | Time: 3004.2 ms [2021-09-24 10:44:52 main:574] : INFO : Epoch 1913 | loss: 0.0311498 | val_loss: 0.0311745 | Time: 3001.93 ms [2021-09-24 10:44:55 main:574] : INFO : Epoch 1914 | loss: 0.0311502 | val_loss: 0.0311743 | Time: 3001.57 ms [2021-09-24 10:44:58 main:574] : INFO : Epoch 1915 | loss: 0.0311525 | val_loss: 0.0311772 | Time: 3003.32 ms [2021-09-24 10:45:01 main:574] : INFO : Epoch 1916 | loss: 0.0311574 | val_loss: 0.0311765 | Time: 3017.88 ms [2021-09-24 10:45:04 main:574] : INFO : Epoch 1917 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 3031.99 ms [2021-09-24 10:45:07 main:574] : INFO : Epoch 1918 | loss: 0.0311497 | val_loss: 0.0311728 | Time: 3004.48 ms [2021-09-24 10:45:10 main:574] : INFO : Epoch 1919 | loss: 0.0311493 | val_loss: 0.031176 | Time: 3005.18 ms [2021-09-24 10:45:13 main:574] : INFO : Epoch 1920 | loss: 0.0311506 | val_loss: 0.0311755 | Time: 3010.74 ms [2021-09-24 10:45:16 main:574] : INFO : Epoch 1921 | loss: 0.0311519 | val_loss: 0.0311745 | Time: 3000.59 ms [2021-09-24 10:45:19 main:574] : INFO : Epoch 1922 | loss: 0.0311505 | val_loss: 0.031171 | Time: 3009.44 ms [2021-09-24 10:45:22 main:574] : INFO : Epoch 1923 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 3028.08 ms [2021-09-24 10:45:25 main:574] : INFO : Epoch 1924 | loss: 0.0311474 | val_loss: 0.031178 | Time: 3026.26 ms [2021-09-24 10:45:28 main:574] : INFO : Epoch 1925 | loss: 0.0311462 | val_loss: 0.0311714 | Time: 3012.19 ms [2021-09-24 10:45:31 main:574] : INFO : Epoch 1926 | loss: 0.0311477 | val_loss: 0.0311726 | Time: 3014.27 ms [2021-09-24 10:45:34 main:574] : INFO : Epoch 1927 | loss: 0.0311449 | val_loss: 0.0311733 | Time: 3004.12 ms [2021-09-24 10:45:37 main:574] : INFO : Epoch 1928 | loss: 0.0311427 | val_loss: 0.0311751 | Time: 3015.38 ms [2021-09-24 10:45:40 main:574] : INFO : Epoch 1929 | loss: 0.0311454 | val_loss: 0.0311757 | Time: 3017.14 ms [2021-09-24 10:45:43 main:574] : INFO : Epoch 1930 | loss: 0.031149 | val_loss: 0.0311769 | Time: 3012.1 ms [2021-09-24 10:45:46 main:574] : INFO : Epoch 1931 | loss: 0.031147 | val_loss: 0.0311724 | Time: 3004.12 ms [2021-09-24 10:45:50 main:574] : INFO : Epoch 1932 | loss: 0.0311457 | val_loss: 0.0311745 | Time: 3004.34 ms [2021-09-24 10:45:53 main:574] : INFO : Epoch 1933 | loss: 0.0311459 | val_loss: 0.0311783 | Time: 3011.95 ms [2021-09-24 10:45:56 main:574] : INFO : Epoch 1934 | loss: 0.0311455 | val_loss: 0.0311814 | Time: 3003.3 ms [2021-09-24 10:45:59 main:574] : INFO : Epoch 1935 | loss: 0.0311456 | val_loss: 0.0311762 | Time: 3000.3 ms [2021-09-24 10:46:02 main:574] : INFO : Epoch 1936 | loss: 0.0311447 | val_loss: 0.031176 | Time: 3007.47 ms [2021-09-24 10:46:05 main:574] : INFO : Epoch 1937 | loss: 0.0311436 | val_loss: 0.0311757 | Time: 3006.94 ms [2021-09-24 10:46:08 main:574] : INFO : Epoch 1938 | loss: 0.0311458 | val_loss: 0.0311762 | Time: 3000.83 ms [2021-09-24 10:46:11 main:574] : INFO : Epoch 1939 | loss: 0.0311439 | val_loss: 0.0311768 | Time: 2998.83 ms [2021-09-24 10:46:14 main:574] : INFO : Epoch 1940 | loss: 0.0311432 | val_loss: 0.0311717 | Time: 3005.92 ms [2021-09-24 10:46:17 main:574] : INFO : Epoch 1941 | loss: 0.0311422 | val_loss: 0.0311771 | Time: 3005.54 ms [2021-09-24 10:46:20 main:574] : INFO : Epoch 1942 | loss: 0.0311427 | val_loss: 0.0311784 | Time: 3011.36 ms [2021-09-24 10:46:23 main:574] : INFO : Epoch 1943 | loss: 0.0311421 | val_loss: 0.0311745 | Time: 3008.34 ms [2021-09-24 10:46:26 main:574] : INFO : Epoch 1944 | loss: 0.0311476 | val_loss: 0.0311797 | Time: 3001.22 ms [2021-09-24 10:46:29 main:574] : INFO : Epoch 1945 | loss: 0.031151 | val_loss: 0.0311788 | Time: 3003.31 ms [2021-09-24 10:46:32 main:574] : INFO : Epoch 1946 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 3000.29 ms [2021-09-24 10:46:35 main:574] : INFO : Epoch 1947 | loss: 0.0311612 | val_loss: 0.031172 | Time: 3003.38 ms [2021-09-24 10:46:38 main:574] : INFO : Epoch 1948 | loss: 0.0311605 | val_loss: 0.0311743 | Time: 3009.15 ms [2021-09-24 10:46:41 main:574] : INFO : Epoch 1949 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 3006.32 ms [2021-09-24 10:46:44 main:574] : INFO : Epoch 1950 | loss: 0.0311563 | val_loss: 0.031171 | Time: 3002.08 ms [2021-09-24 10:46:47 main:574] : INFO : Epoch 1951 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 3001.82 ms [2021-09-24 10:46:50 main:574] : INFO : Epoch 1952 | loss: 0.0311511 | val_loss: 0.0311743 | Time: 3006.21 ms [2021-09-24 10:46:53 main:574] : INFO : Epoch 1953 | loss: 0.0311505 | val_loss: 0.0311739 | Time: 3006.55 ms [2021-09-24 10:46:56 main:574] : INFO : Epoch 1954 | loss: 0.031151 | val_loss: 0.0311715 | Time: 2996.85 ms [2021-09-24 10:46:59 main:574] : INFO : Epoch 1955 | loss: 0.0311522 | val_loss: 0.0311725 | Time: 3001.24 ms [2021-09-24 10:47:02 main:574] : INFO : Epoch 1956 | loss: 0.0311494 | val_loss: 0.0311771 | Time: 3005.26 ms [2021-09-24 10:47:05 main:574] : INFO : Epoch 1957 | loss: 0.0311529 | val_loss: 0.031176 | Time: 3006.63 ms [2021-09-24 10:47:08 main:574] : INFO : Epoch 1958 | loss: 0.0311558 | val_loss: 0.0311722 | Time: 3038.26 ms [2021-09-24 10:47:11 main:574] : INFO : Epoch 1959 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 3022.87 ms [2021-09-24 10:47:14 main:574] : INFO : Epoch 1960 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 3033.26 ms [2021-09-24 10:47:17 main:574] : INFO : Epoch 1961 | loss: 0.0311534 | val_loss: 0.031174 | Time: 3006.97 ms [2021-09-24 10:47:20 main:574] : INFO : Epoch 1962 | loss: 0.0311502 | val_loss: 0.0311749 | Time: 3050.35 ms [2021-09-24 10:47:23 main:574] : INFO : Epoch 1963 | loss: 0.0311486 | val_loss: 0.0311747 | Time: 3056.92 ms [2021-09-24 10:47:26 main:574] : INFO : Epoch 1964 | loss: 0.0311477 | val_loss: 0.0311774 | Time: 3007.31 ms [2021-09-24 10:47:29 main:574] : INFO : Epoch 1965 | loss: 0.0311477 | val_loss: 0.031176 | Time: 3008.33 ms [2021-09-24 10:47:32 main:574] : INFO : Epoch 1966 | loss: 0.0311481 | val_loss: 0.0311718 | Time: 3010.18 ms [2021-09-24 10:47:35 main:574] : INFO : Epoch 1967 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 3005.27 ms [2021-09-24 10:47:38 main:574] : INFO : Epoch 1968 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 3002.54 ms [2021-09-24 10:47:41 main:574] : INFO : Epoch 1969 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 3001.83 ms [2021-09-24 10:47:44 main:574] : INFO : Epoch 1970 | loss: 0.0311513 | val_loss: 0.0311797 | Time: 3005.57 ms [2021-09-24 10:47:47 main:574] : INFO : Epoch 1971 | loss: 0.0311496 | val_loss: 0.0311752 | Time: 2998.85 ms [2021-09-24 10:47:50 main:574] : INFO : Epoch 1972 | loss: 0.0311469 | val_loss: 0.031174 | Time: 3008.96 ms [2021-09-24 10:47:53 main:574] : INFO : Epoch 1973 | loss: 0.0311459 | val_loss: 0.0311751 | Time: 3011.47 ms [2021-09-24 10:47:56 main:574] : INFO : Epoch 1974 | loss: 0.0311469 | val_loss: 0.0311807 | Time: 3012.72 ms [2021-09-24 10:47:59 main:574] : INFO : Epoch 1975 | loss: 0.0311483 | val_loss: 0.0311778 | Time: 3002.54 ms [2021-09-24 10:48:02 main:574] : INFO : Epoch 1976 | loss: 0.0311474 | val_loss: 0.0311777 | Time: 3001.68 ms [2021-09-24 10:48:05 main:574] : INFO : Epoch 1977 | loss: 0.0311474 | val_loss: 0.031171 | Time: 3005.04 ms [2021-09-24 10:48:08 main:574] : INFO : Epoch 1978 | loss: 0.0311483 | val_loss: 0.0311763 | Time: 3000.31 ms [2021-09-24 10:48:11 main:574] : INFO : Epoch 1979 | loss: 0.0311481 | val_loss: 0.0311756 | Time: 3000.32 ms [2021-09-24 10:48:14 main:574] : INFO : Epoch 1980 | loss: 0.0311479 | val_loss: 0.0311768 | Time: 3009.54 ms [2021-09-24 10:48:17 main:574] : INFO : Epoch 1981 | loss: 0.0311459 | val_loss: 0.0311719 | Time: 2997.3 ms [2021-09-24 10:48:20 main:574] : INFO : Epoch 1982 | loss: 0.0311451 | val_loss: 0.0311777 | Time: 3003.59 ms [2021-09-24 10:48:23 main:574] : INFO : Epoch 1983 | loss: 0.031142 | val_loss: 0.0311758 | Time: 3003.69 ms [2021-09-24 10:48:26 main:574] : INFO : Epoch 1984 | loss: 0.0311428 | val_loss: 0.0311774 | Time: 3009.36 ms [2021-09-24 10:48:29 main:574] : INFO : Epoch 1985 | loss: 0.0311427 | val_loss: 0.0311718 | Time: 3002.68 ms [2021-09-24 10:48:32 main:574] : INFO : Epoch 1986 | loss: 0.0311416 | val_loss: 0.031173 | Time: 2997.66 ms [2021-09-24 10:48:35 main:574] : INFO : Epoch 1987 | loss: 0.0311437 | val_loss: 0.031172 | Time: 3007 ms [2021-09-24 10:48:38 main:574] : INFO : Epoch 1988 | loss: 0.0311448 | val_loss: 0.0311739 | Time: 3007.07 ms [2021-09-24 10:48:41 main:574] : INFO : Epoch 1989 | loss: 0.0311423 | val_loss: 0.0311749 | Time: 3013.14 ms [2021-09-24 10:48:44 main:574] : INFO : Epoch 1990 | loss: 0.0311419 | val_loss: 0.0311738 | Time: 3001.99 ms [2021-09-24 10:48:47 main:574] : INFO : Epoch 1991 | loss: 0.0311424 | val_loss: 0.0311699 | Time: 3002.13 ms [2021-09-24 10:48:50 main:574] : INFO : Epoch 1992 | loss: 0.0311414 | val_loss: 0.0311719 | Time: 3006.56 ms [2021-09-24 10:48:53 main:574] : INFO : Epoch 1993 | loss: 0.0311408 | val_loss: 0.0311755 | Time: 3012.58 ms [2021-09-24 10:48:56 main:574] : INFO : Epoch 1994 | loss: 0.0311411 | val_loss: 0.0311741 | Time: 2999.05 ms [2021-09-24 10:48:59 main:574] : INFO : Epoch 1995 | loss: 0.0311424 | val_loss: 0.0311723 | Time: 2996.17 ms [2021-09-24 10:49:02 main:574] : INFO : Epoch 1996 | loss: 0.03114 | val_loss: 0.0311748 | Time: 3004.98 ms [2021-09-24 10:49:05 main:574] : INFO : Epoch 1997 | loss: 0.0311394 | val_loss: 0.0311698 | Time: 3006.49 ms [2021-09-24 10:49:08 main:574] : INFO : Epoch 1998 | loss: 0.031139 | val_loss: 0.031176 | Time: 3004.65 ms [2021-09-24 10:49:11 main:574] : INFO : Epoch 1999 | loss: 0.0311397 | val_loss: 0.0311707 | Time: 2998.68 ms [2021-09-24 10:49:14 main:574] : INFO : Epoch 2000 | loss: 0.0311402 | val_loss: 0.0311786 | Time: 3021 ms [2021-09-24 10:49:17 main:574] : INFO : Epoch 2001 | loss: 0.0311437 | val_loss: 0.0311717 | Time: 3045.12 ms [2021-09-24 10:49:20 main:574] : INFO : Epoch 2002 | loss: 0.0311508 | val_loss: 0.0311764 | Time: 3031.45 ms [2021-09-24 10:49:23 main:574] : INFO : Epoch 2003 | loss: 0.0311545 | val_loss: 0.0311745 | Time: 3016.55 ms [2021-09-24 10:49:26 main:574] : INFO : Epoch 2004 | loss: 0.031153 | val_loss: 0.0311701 | Time: 3011.77 ms [2021-09-24 10:49:29 main:574] : INFO : Epoch 2005 | loss: 0.0311519 | val_loss: 0.0311744 | Time: 3011.44 ms [2021-09-24 10:49:32 main:574] : INFO : Epoch 2006 | loss: 0.0311504 | val_loss: 0.031172 | Time: 3006.57 ms [2021-09-24 10:49:35 main:574] : INFO : Epoch 2007 | loss: 0.0311503 | val_loss: 0.0311732 | Time: 2997.55 ms [2021-09-24 10:49:38 main:574] : INFO : Epoch 2008 | loss: 0.0311466 | val_loss: 0.0311728 | Time: 3006.25 ms [2021-09-24 10:49:41 main:574] : INFO : Epoch 2009 | loss: 0.0311475 | val_loss: 0.0311711 | Time: 3020.83 ms [2021-09-24 10:49:44 main:574] : INFO : Epoch 2010 | loss: 0.0311443 | val_loss: 0.0311734 | Time: 3005.21 ms [2021-09-24 10:49:47 main:574] : INFO : Epoch 2011 | loss: 0.0311446 | val_loss: 0.0311741 | Time: 3018.61 ms [2021-09-24 10:49:51 main:574] : INFO : Epoch 2012 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 3017.77 ms [2021-09-24 10:49:54 main:574] : INFO : Epoch 2013 | loss: 0.0311455 | val_loss: 0.0311695 | Time: 3019.64 ms [2021-09-24 10:49:57 main:574] : INFO : Epoch 2014 | loss: 0.0311442 | val_loss: 0.0311765 | Time: 3022.36 ms [2021-09-24 10:50:00 main:574] : INFO : Epoch 2015 | loss: 0.0311452 | val_loss: 0.0311758 | Time: 3010.1 ms [2021-09-24 10:50:03 main:574] : INFO : Epoch 2016 | loss: 0.0311434 | val_loss: 0.0311719 | Time: 3011.17 ms [2021-09-24 10:50:06 main:574] : INFO : Epoch 2017 | loss: 0.0311429 | val_loss: 0.0311737 | Time: 3023.28 ms [2021-09-24 10:50:09 main:574] : INFO : Epoch 2018 | loss: 0.0311426 | val_loss: 0.0311748 | Time: 3003.81 ms [2021-09-24 10:50:12 main:574] : INFO : Epoch 2019 | loss: 0.0311428 | val_loss: 0.0311739 | Time: 3006.52 ms [2021-09-24 10:50:15 main:574] : INFO : Epoch 2020 | loss: 0.0311434 | val_loss: 0.031174 | Time: 3010.32 ms [2021-09-24 10:50:18 main:574] : INFO : Epoch 2021 | loss: 0.0311403 | val_loss: 0.0311733 | Time: 3003.69 ms [2021-09-24 10:50:21 main:574] : INFO : Epoch 2022 | loss: 0.0311426 | val_loss: 0.0311781 | Time: 3007.34 ms [2021-09-24 10:50:24 main:574] : INFO : Epoch 2023 | loss: 0.031145 | val_loss: 0.0311809 | Time: 3010.02 ms [2021-09-24 10:50:27 main:574] : INFO : Epoch 2024 | loss: 0.0311427 | val_loss: 0.0311818 | Time: 3009.93 ms [2021-09-24 10:50:30 main:574] : INFO : Epoch 2025 | loss: 0.031143 | val_loss: 0.0311723 | Time: 3012.85 ms [2021-09-24 10:50:33 main:574] : INFO : Epoch 2026 | loss: 0.031138 | val_loss: 0.0311891 | Time: 3009.96 ms [2021-09-24 10:50:36 main:574] : INFO : Epoch 2027 | loss: 0.0311398 | val_loss: 0.0311773 | Time: 3002.49 ms [2021-09-24 10:50:39 main:574] : INFO : Epoch 2028 | loss: 0.0311395 | val_loss: 0.0311735 | Time: 3009.57 ms [2021-09-24 10:50:42 main:574] : INFO : Epoch 2029 | loss: 0.0311376 | val_loss: 0.0311753 | Time: 3011.99 ms [2021-09-24 10:50:45 main:574] : INFO : Epoch 2030 | loss: 0.031137 | val_loss: 0.0311712 | Time: 3015.41 ms [2021-09-24 10:50:48 main:574] : INFO : Epoch 2031 | loss: 0.031142 | val_loss: 0.0311728 | Time: 3014.01 ms [2021-09-24 10:50:51 main:574] : INFO : Epoch 2032 | loss: 0.0311415 | val_loss: 0.0311741 | Time: 3010.77 ms [2021-09-24 10:50:54 main:574] : INFO : Epoch 2033 | loss: 0.0311459 | val_loss: 0.0311733 | Time: 3015.37 ms [2021-09-24 10:50:57 main:574] : INFO : Epoch 2034 | loss: 0.031142 | val_loss: 0.0311755 | Time: 3003.9 ms [2021-09-24 10:51:00 main:574] : INFO : Epoch 2035 | loss: 0.0311412 | val_loss: 0.031172 | Time: 3003.75 ms [2021-09-24 10:51:03 main:574] : INFO : Epoch 2036 | loss: 0.0311476 | val_loss: 0.0311722 | Time: 3014.57 ms [2021-09-24 10:51:06 main:574] : INFO : Epoch 2037 | loss: 0.0311466 | val_loss: 0.0311713 | Time: 3005.28 ms [2021-09-24 10:51:09 main:574] : INFO : Epoch 2038 | loss: 0.0311462 | val_loss: 0.0311719 | Time: 3002.32 ms [2021-09-24 10:51:12 main:574] : INFO : Epoch 2039 | loss: 0.031145 | val_loss: 0.0311747 | Time: 3004.14 ms [2021-09-24 10:51:15 main:574] : INFO : Epoch 2040 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 3012.48 ms [2021-09-24 10:51:18 main:574] : INFO : Epoch 2041 | loss: 0.0311463 | val_loss: 0.0311688 | Time: 3000.72 ms [2021-09-24 10:51:21 main:574] : INFO : Epoch 2042 | loss: 0.0311454 | val_loss: 0.0311774 | Time: 3002.89 ms [2021-09-24 10:51:24 main:574] : INFO : Epoch 2043 | loss: 0.0311424 | val_loss: 0.0311752 | Time: 3005.67 ms [2021-09-24 10:51:27 main:574] : INFO : Epoch 2044 | loss: 0.03114 | val_loss: 0.031167 | Time: 3001.2 ms [2021-09-24 10:51:30 main:574] : INFO : Epoch 2045 | loss: 0.0311402 | val_loss: 0.0311744 | Time: 3046.41 ms [2021-09-24 10:51:33 main:574] : INFO : Epoch 2046 | loss: 0.031142 | val_loss: 0.0311744 | Time: 3014.17 ms [2021-09-24 10:51:36 main:574] : INFO : Epoch 2047 | loss: 0.0311429 | val_loss: 0.0311693 | Time: 3031.01 ms [2021-09-24 10:51:39 main:574] : INFO : Epoch 2048 | loss: 0.0311401 | val_loss: 0.0311766 | Time: 3010.97 ms [2021-09-24 10:51:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766 [2021-09-24 10:51:39 main:603] : INFO : Saving end state to config to file [2021-09-24 10:51:39 main:608] : INFO : Success, exiting.. 10:51:39 (12244): 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)