Task 12915886
| Name | ParityModified-1645997373-29580-3-0_0 |
| Workunit | 10050786 |
| Created | 11 Mar 2022, 7:48:21 UTC |
| Sent | 11 Mar 2022, 8:04:18 UTC |
| Report deadline | 19 Mar 2022, 8:04:18 UTC |
| Received | 12 Mar 2022, 22:21:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16991 |
| Run time | 7 hours 47 min 54 sec |
| CPU time | 5 hours 32 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,305.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8:02:11 main:574] : INFO : Epoch 1542 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 8324.97 ms [2022-03-11 18:02:19 main:574] : INFO : Epoch 1543 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 7761.45 ms [2022-03-11 18:02:27 main:574] : INFO : Epoch 1544 | loss: 0.0311803 | val_loss: 0.031189 | Time: 8038.46 ms [2022-03-11 18:02:36 main:574] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 8673.04 ms [2022-03-11 18:02:45 main:574] : INFO : Epoch 1546 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 9061.36 ms [2022-03-11 18:02:54 main:574] : INFO : Epoch 1547 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 9112.1 ms [2022-03-11 18:03:03 main:574] : INFO : Epoch 1548 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 8690.88 ms [2022-03-11 18:03:12 main:574] : INFO : Epoch 1549 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 8504.78 ms [2022-03-11 18:03:20 main:574] : INFO : Epoch 1550 | loss: 0.031178 | val_loss: 0.0311892 | Time: 8616.84 ms [2022-03-11 18:03:29 main:574] : INFO : Epoch 1551 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 8991.41 ms [2022-03-11 18:03:38 main:574] : INFO : Epoch 1552 | loss: 0.0311763 | val_loss: 0.0311853 | Time: 8753.45 ms [2022-03-11 18:03:47 main:574] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.0311895 | Time: 8614.45 ms [2022-03-11 18:03:56 main:574] : INFO : Epoch 1554 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 8947.82 ms [2022-03-11 18:04:04 main:574] : INFO : Epoch 1555 | loss: 0.0311764 | val_loss: 0.031183 | Time: 8765.86 ms [2022-03-11 18:04:13 main:574] : INFO : Epoch 1556 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 8817.46 ms [2022-03-11 18:04:22 main:574] : INFO : Epoch 1557 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 8783 ms [2022-03-11 18:04:31 main:574] : INFO : Epoch 1558 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 9023.98 ms [2022-03-11 18:04:40 main:574] : INFO : Epoch 1559 | loss: 0.0311779 | val_loss: 0.0311864 | Time: 8646.21 ms [2022-03-11 18:04:49 main:574] : INFO : Epoch 1560 | loss: 0.0311802 | val_loss: 0.0311827 | Time: 8791.72 ms [2022-03-11 18:04:57 main:574] : INFO : Epoch 1561 | loss: 0.031183 | val_loss: 0.0311834 | Time: 8704.93 ms [2022-03-11 18:05:06 main:574] : INFO : Epoch 1562 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 8668.09 ms [2022-03-11 18:05:15 main:574] : INFO : Epoch 1563 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 8755.92 ms [2022-03-11 18:05:24 main:574] : INFO : Epoch 1564 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 8859.28 ms [2022-03-11 18:05:33 main:574] : INFO : Epoch 1565 | loss: 0.0311803 | val_loss: 0.031184 | Time: 8908.04 ms [2022-03-11 18:05:41 main:574] : INFO : Epoch 1566 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 8638.62 ms [2022-03-11 18:05:51 main:574] : INFO : Epoch 1567 | loss: 0.0311792 | val_loss: 0.0311883 | Time: 9603.95 ms [2022-03-11 18:06:00 main:574] : INFO : Epoch 1568 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 9274.68 ms [2022-03-11 18:06:09 main:574] : INFO : Epoch 1569 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 8617.79 ms [2022-03-11 18:06:18 main:574] : INFO : Epoch 1570 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 9354.44 ms [2022-03-11 18:06:27 main:574] : INFO : Epoch 1571 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 8575.65 ms [2022-03-11 18:06:36 main:574] : INFO : Epoch 1572 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 8726.43 ms [2022-03-11 18:06:44 main:574] : INFO : Epoch 1573 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 8681.31 ms [2022-03-11 18:06:53 main:574] : INFO : Epoch 1574 | loss: 0.0311761 | val_loss: 0.0311843 | Time: 8881.67 ms [2022-03-11 18:07:02 main:574] : INFO : Epoch 1575 | loss: 0.031176 | val_loss: 0.0311808 | Time: 8867 ms [2022-03-11 18:07:11 main:574] : INFO : Epoch 1576 | loss: 0.031176 | val_loss: 0.0311788 | Time: 8723.29 ms [2022-03-11 18:07:19 main:574] : INFO : Epoch 1577 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 8727.05 ms [2022-03-11 18:07:28 main:574] : INFO : Epoch 1578 | loss: 0.031177 | val_loss: 0.03118 | Time: 8680.5 ms [2022-03-11 18:07:37 main:574] : INFO : Epoch 1579 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 8790.44 ms [2022-03-11 18:07:45 main:574] : INFO : Epoch 1580 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 8439.35 ms [2022-03-11 18:07:54 main:574] : INFO : Epoch 1581 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 8921.75 ms [2022-03-11 18:08:04 main:574] : INFO : Epoch 1582 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 9330.21 ms [2022-03-11 18:08:12 main:574] : INFO : Epoch 1583 | loss: 0.0311748 | val_loss: 0.031182 | Time: 8732.51 ms [2022-03-11 18:08:22 main:574] : INFO : Epoch 1584 | loss: 0.0311753 | val_loss: 0.0311827 | Time: 9190.17 ms [2022-03-11 18:08:30 main:574] : INFO : Epoch 1585 | loss: 0.0311747 | val_loss: 0.0311848 | Time: 8759.03 ms [2022-03-11 18:08:39 main:574] : INFO : Epoch 1586 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 8931.85 ms [2022-03-11 18:08:48 main:574] : INFO : Epoch 1587 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 8676.6 ms [2022-03-11 18:08:57 main:574] : INFO : Epoch 1588 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 9095.54 ms [2022-03-11 18:09:07 main:574] : INFO : Epoch 1589 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 9915.5 ms [2022-03-11 18:09:16 main:574] : INFO : Epoch 1590 | loss: 0.031175 | val_loss: 0.03118 | Time: 8736.71 ms [2022-03-11 18:09:25 main:574] : INFO : Epoch 1591 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 8698.46 ms [2022-03-11 18:09:34 main:574] : INFO : Epoch 1592 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 9169.59 ms [2022-03-11 18:09:42 main:574] : INFO : Epoch 1593 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 8726.79 ms [2022-03-11 18:09:52 main:574] : INFO : Epoch 1594 | loss: 0.0311811 | val_loss: 0.031185 | Time: 9753.68 ms [2022-03-11 18:10:01 main:574] : INFO : Epoch 1595 | loss: 0.0311824 | val_loss: 0.0311826 | Time: 9056.56 ms [2022-03-11 18:10:11 main:574] : INFO : Epoch 1596 | loss: 0.0311825 | val_loss: 0.0311868 | Time: 9552.44 ms [2022-03-11 18:10:21 main:574] : INFO : Epoch 1597 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 9788.11 ms [2022-03-11 18:10:30 main:574] : INFO : Epoch 1598 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 9413.06 ms [2022-03-11 18:10:39 main:574] : INFO : Epoch 1599 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 8746.33 ms [2022-03-11 18:10:47 main:574] : INFO : Epoch 1600 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 8526.09 ms [2022-03-11 18:10:56 main:574] : INFO : Epoch 1601 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 8905.61 ms [2022-03-11 18:11:05 main:574] : INFO : Epoch 1602 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 8685.2 ms [2022-03-11 18:11:14 main:574] : INFO : Epoch 1603 | loss: 0.0311788 | val_loss: 0.0311816 | Time: 9147.83 ms [2022-03-11 18:11:23 main:574] : INFO : Epoch 1604 | loss: 0.031177 | val_loss: 0.0311801 | Time: 9240.56 ms [2022-03-11 18:11:32 main:574] : INFO : Epoch 1605 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 8740.01 ms [2022-03-11 18:11:41 main:574] : INFO : Epoch 1606 | loss: 0.0311762 | val_loss: 0.031179 | Time: 8834.96 ms [2022-03-11 18:11:50 main:574] : INFO : Epoch 1607 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 8680.56 ms [2022-03-11 18:11:59 main:574] : INFO : Epoch 1608 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 9224.09 ms [2022-03-11 18:12:08 main:574] : INFO : Epoch 1609 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 8843.14 ms [2022-03-11 18:12:18 main:574] : INFO : Epoch 1610 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 10003.9 ms [2022-03-11 18:12:28 main:574] : INFO : Epoch 1611 | loss: 0.0311753 | val_loss: 0.03118 | Time: 9677.21 ms [2022-03-11 18:12:38 main:574] : INFO : Epoch 1612 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 10486.6 ms [2022-03-11 18:12:48 main:574] : INFO : Epoch 1613 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 9867.04 ms [2022-03-11 18:12:58 main:574] : INFO : Epoch 1614 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 10024.4 ms [2022-03-11 18:13:07 main:574] : INFO : Epoch 1615 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 9249.57 ms [2022-03-11 18:13:15 main:574] : INFO : Epoch 1616 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 8196.86 ms [2022-03-11 18:13:24 main:574] : INFO : Epoch 1617 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 7932.04 ms [2022-03-11 18:13:32 main:574] : INFO : Epoch 1618 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 8615.25 ms [2022-03-11 18:13:41 main:574] : INFO : Epoch 1619 | loss: 0.0311771 | val_loss: 0.031182 | Time: 8765.49 ms [2022-03-11 18:13:54 main:574] : INFO : Epoch 1620 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 12277.5 ms [2022-03-11 18:14:07 main:574] : INFO : Epoch 1621 | loss: 0.0311766 | val_loss: 0.031182 | Time: 12941.6 ms [2022-03-11 18:14:20 main:574] : INFO : Epoch 1622 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 13019 ms [2022-03-11 18:14:33 main:574] : INFO : Epoch 1623 | loss: 0.0311777 | val_loss: 0.0311857 | Time: 13277 ms [2022-03-11 18:14:47 main:574] : INFO : Epoch 1624 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 13709.5 ms [2022-03-11 18:15:01 main:574] : INFO : Epoch 1625 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 14158.6 ms [2022-03-11 18:15:14 main:574] : INFO : Epoch 1626 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 12945.2 ms [2022-03-11 18:15:27 main:574] : INFO : Epoch 1627 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 12831 ms [2022-03-11 18:15:40 main:574] : INFO : Epoch 1628 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 13546.6 ms [2022-03-11 18:15:53 main:574] : INFO : Epoch 1629 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 12677.6 ms [2022-03-11 18:16:06 main:574] : INFO : Epoch 1630 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 12779.3 ms [2022-03-11 18:16:19 main:574] : INFO : Epoch 1631 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 13363.2 ms [2022-03-11 18:16:33 main:574] : INFO : Epoch 1632 | loss: 0.0311782 | val_loss: 0.0311838 | Time: 13334.6 ms [2022-03-11 18:16:46 main:574] : INFO : Epoch 1633 | loss: 0.031177 | val_loss: 0.0311812 | Time: 12925.3 ms [2022-03-11 18:16:58 main:574] : INFO : Epoch 1634 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 12722.5 ms [2022-03-11 18:17:12 main:574] : INFO : Epoch 1635 | loss: 0.0311753 | val_loss: 0.0311815 | Time: 13369.5 ms [2022-03-11 18:17:24 main:574] : INFO : Epoch 1636 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 12779.3 ms [2022-03-11 18:17:37 main:574] : INFO : Epoch 1637 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 12509.7 ms [2022-03-11 18:17:51 main:574] : INFO : Epoch 1638 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 13516.4 ms [2022-03-11 18:18:04 main:574] : INFO : Epoch 1639 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 13826.2 ms [2022-03-11 18:18:17 main:574] : INFO : Epoch 1640 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 12506.2 ms [2022-03-11 18:18:29 main:574] : INFO : Epoch 1641 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 12469.7 ms [2022-03-11 18:18:43 main:574] : INFO : Epoch 1642 | loss: 0.0311723 | val_loss: 0.031181 | Time: 13446.5 ms [2022-03-11 18:18:56 main:574] : INFO : Epoch 1643 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 12938.7 ms [2022-03-11 18:19:08 main:574] : INFO : Epoch 1644 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 12291.4 ms [2022-03-11 18:19:22 main:574] : INFO : Epoch 1645 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 13609.2 ms [2022-03-11 18:19:35 main:574] : INFO : Epoch 1646 | loss: 0.0311739 | val_loss: 0.0311855 | Time: 13482 ms [2022-03-11 18:19:48 main:574] : INFO : Epoch 1647 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 12900.8 ms [2022-03-11 18:20:02 main:574] : INFO : Epoch 1648 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 13328.5 ms [2022-03-11 18:20:14 main:574] : INFO : Epoch 1649 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 12819.9 ms [2022-03-11 18:20:28 main:574] : INFO : Epoch 1650 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 13546 ms [2022-03-11 18:20:41 main:574] : INFO : Epoch 1651 | loss: 0.031176 | val_loss: 0.0311813 | Time: 13235.4 ms [2022-03-11 18:20:54 main:574] : INFO : Epoch 1652 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 12960.8 ms [2022-03-11 18:21:07 main:574] : INFO : Epoch 1653 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 12757.5 ms [2022-03-11 18:21:21 main:574] : INFO : Epoch 1654 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 13592.2 ms [2022-03-11 18:21:34 main:574] : INFO : Epoch 1655 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 13722.1 ms [2022-03-11 18:21:48 main:574] : INFO : Epoch 1656 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 13443 ms [2022-03-11 18:22:01 main:574] : INFO : Epoch 1657 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 12779.1 ms [2022-03-11 18:22:14 main:574] : INFO : Epoch 1658 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 12918.6 ms [2022-03-11 18:22:27 main:574] : INFO : Epoch 1659 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 13278.5 ms [2022-03-11 18:22:40 main:574] : INFO : Epoch 1660 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 12704.6 ms [2022-03-11 18:22:52 main:574] : INFO : Epoch 1661 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 12752.6 ms [2022-03-11 18:23:06 main:574] : INFO : Epoch 1662 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 13405.7 ms [2022-03-11 18:23:18 main:574] : INFO : Epoch 1663 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 12627.8 ms [2022-03-11 18:23:31 main:574] : INFO : Epoch 1664 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 12729.5 ms [2022-03-11 18:23:44 main:574] : INFO : Epoch 1665 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 13127.8 ms [2022-03-11 18:23:58 main:574] : INFO : Epoch 1666 | loss: 0.031176 | val_loss: 0.0311806 | Time: 13831.3 ms [2022-03-11 18:24:11 main:574] : INFO : Epoch 1667 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 12987.5 ms [2022-03-11 18:24:24 main:574] : INFO : Epoch 1668 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 13194.5 ms [2022-03-11 18:24:38 main:574] : INFO : Epoch 1669 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 13156 ms [2022-03-11 18:24:51 main:574] : INFO : Epoch 1670 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 13364.8 ms [2022-03-11 18:25:03 main:574] : INFO : Epoch 1671 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 12544.1 ms [2022-03-11 18:25:16 main:574] : INFO : Epoch 1672 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 12777.7 ms [2022-03-11 18:25:30 main:574] : INFO : Epoch 1673 | loss: 0.0311736 | val_loss: 0.0311832 | Time: 13308 ms [2022-03-11 18:25:43 main:574] : INFO : Epoch 1674 | loss: 0.031174 | val_loss: 0.0311815 | Time: 12947.8 ms [2022-03-11 18:25:56 main:574] : INFO : Epoch 1675 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 13386.5 ms [2022-03-11 18:26:10 main:574] : INFO : Epoch 1676 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 13530.6 ms [2022-03-11 18:26:22 main:574] : INFO : Epoch 1677 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 12867.5 ms [2022-03-11 18:26:36 main:574] : INFO : Epoch 1678 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 13586.2 ms [2022-03-11 18:26:48 main:574] : INFO : Epoch 1679 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 12371 ms [2022-03-11 18:27:01 main:574] : INFO : Epoch 1680 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 12499.4 ms [2022-03-11 18:27:14 main:574] : INFO : Epoch 1681 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 13318.8 ms [2022-03-11 18:27:27 main:574] : INFO : Epoch 1682 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 12539.2 ms [2022-03-11 18:27:39 main:574] : INFO : Epoch 1683 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 12036.3 ms [2022-03-11 18:27:52 main:574] : INFO : Epoch 1684 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 13579.3 ms [2022-03-11 18:28:05 main:574] : INFO : Epoch 1685 | loss: 0.0311723 | val_loss: 0.0311844 | Time: 12243.3 ms [2022-03-11 18:28:18 main:574] : INFO : Epoch 1686 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 12811.8 ms [2022-03-11 18:28:31 main:574] : INFO : Epoch 1687 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 13553.6 ms [2022-03-11 18:28:44 main:574] : INFO : Epoch 1688 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 13106.4 ms [2022-03-11 18:28:57 main:574] : INFO : Epoch 1689 | loss: 0.0311741 | val_loss: 0.0311838 | Time: 12512.8 ms [2022-03-11 18:29:10 main:574] : INFO : Epoch 1690 | loss: 0.0311754 | val_loss: 0.0311916 | Time: 13486.9 ms [2022-03-11 18:29:24 main:574] : INFO : Epoch 1691 | loss: 0.0311758 | val_loss: 0.03118 | Time: 13769.9 ms [2022-03-11 18:29:37 main:574] : INFO : Epoch 1692 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 13120.2 ms [2022-03-11 18:29:50 main:574] : INFO : Epoch 1693 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 12621 ms [2022-03-11 18:30:03 main:574] : INFO : Epoch 1694 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 12840.2 ms [2022-03-11 18:30:16 main:574] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311929 | Time: 13311.4 ms [2022-03-11 18:30:29 main:574] : INFO : Epoch 1696 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 12427.3 ms [2022-03-11 18:30:41 main:574] : INFO : Epoch 1697 | loss: 0.031183 | val_loss: 0.0311889 | Time: 12581.8 ms [2022-03-11 18:30:55 main:574] : INFO : Epoch 1698 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 13705.1 ms [2022-03-11 18:31:08 main:574] : INFO : Epoch 1699 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 12835.8 ms [2022-03-11 18:31:20 main:574] : INFO : Epoch 1700 | loss: 0.0311821 | val_loss: 0.0311873 | Time: 12298.5 ms [2022-03-11 18:31:34 main:574] : INFO : Epoch 1701 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 13499 ms [2022-03-11 18:31:47 main:574] : INFO : Epoch 1702 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 13253.1 ms [2022-03-11 18:31:59 main:574] : INFO : Epoch 1703 | loss: 0.0311809 | val_loss: 0.031185 | Time: 12625.7 ms [2022-03-11 18:32:12 main:574] : INFO : Epoch 1704 | loss: 0.0311784 | val_loss: 0.031186 | Time: 12589.4 ms [2022-03-11 18:32:25 main:574] : INFO : Epoch 1705 | loss: 0.0311779 | val_loss: 0.0311853 | Time: 13386.1 ms [2022-03-11 18:32:38 main:574] : INFO : Epoch 1706 | loss: 0.031178 | val_loss: 0.0311862 | Time: 12486.2 ms [2022-03-11 18:32:50 main:574] : INFO : Epoch 1707 | loss: 0.0311788 | val_loss: 0.0311909 | Time: 12427.8 ms [2022-03-11 18:33:04 main:574] : INFO : Epoch 1708 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 13621.3 ms [2022-03-11 18:33:18 main:574] : INFO : Epoch 1709 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 13373.9 ms [2022-03-11 18:33:30 main:574] : INFO : Epoch 1710 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 12186.8 ms [2022-03-11 18:33:43 main:574] : INFO : Epoch 1711 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 12961.4 ms [2022-03-11 18:33:56 main:574] : INFO : Epoch 1712 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 13270.3 ms [2022-03-11 18:34:09 main:574] : INFO : Epoch 1713 | loss: 0.0311774 | val_loss: 0.0311862 | Time: 12881.9 ms [2022-03-11 18:34:21 main:574] : INFO : Epoch 1714 | loss: 0.0311781 | val_loss: 0.0311887 | Time: 12421.9 ms [2022-03-11 18:34:35 main:574] : INFO : Epoch 1715 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 13667.2 ms [2022-03-11 18:34:48 main:574] : INFO : Epoch 1716 | loss: 0.031178 | val_loss: 0.0311848 | Time: 12859.1 ms [2022-03-11 18:35:01 main:574] : INFO : Epoch 1717 | loss: 0.0311755 | val_loss: 0.0311851 | Time: 12859.4 ms [2022-03-11 18:35:14 main:574] : INFO : Epoch 1718 | loss: 0.0311762 | val_loss: 0.0311849 | Time: 12950.8 ms [2022-03-11 18:35:27 main:574] : INFO : Epoch 1719 | loss: 0.0311754 | val_loss: 0.031186 | Time: 13612.7 ms [2022-03-11 18:35:40 main:574] : INFO : Epoch 1720 | loss: 0.031176 | val_loss: 0.0311827 | Time: 12585.7 ms [2022-03-11 18:35:53 main:574] : INFO : Epoch 1721 | loss: 0.031176 | val_loss: 0.0311908 | Time: 13212.9 ms [2022-03-11 18:36:07 main:574] : INFO : Epoch 1722 | loss: 0.0311781 | val_loss: 0.0311875 | Time: 13629.8 ms [2022-03-11 18:36:20 main:574] : INFO : Epoch 1723 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 13359.2 ms [2022-03-11 18:36:33 main:574] : INFO : Epoch 1724 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 12481.2 ms [2022-03-11 18:36:45 main:574] : INFO : Epoch 1725 | loss: 0.0311749 | val_loss: 0.0311845 | Time: 12415.8 ms [2022-03-11 18:36:59 main:574] : INFO : Epoch 1726 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 13644.3 ms [2022-03-11 18:37:12 main:574] : INFO : Epoch 1727 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 12673.1 ms [2022-03-11 18:37:23 main:574] : INFO : Epoch 1728 | loss: 0.031174 | val_loss: 0.031184 | Time: 11880.7 ms [2022-03-11 18:37:37 main:574] : INFO : Epoch 1729 | loss: 0.0311756 | val_loss: 0.0311849 | Time: 13541 ms [2022-03-11 18:37:49 main:574] : INFO : Epoch 1730 | loss: 0.0311759 | val_loss: 0.0311833 | Time: 12338.5 ms [2022-03-11 18:38:02 main:574] : INFO : Epoch 1731 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 12474.3 ms [2022-03-11 18:38:15 main:574] : INFO : Epoch 1732 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 13559.1 ms [2022-03-11 18:38:28 main:574] : INFO : Epoch 1733 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 12835.9 ms [2022-03-11 18:38:41 main:574] : INFO : Epoch 1734 | loss: 0.0311742 | val_loss: 0.0311812 | Time: 12330.3 ms [2022-03-11 18:38:54 main:574] : INFO : Epoch 1735 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 13224.9 ms [2022-03-11 18:39:07 main:574] : INFO : Epoch 1736 | loss: 0.0311736 | val_loss: 0.031182 | Time: 13189.6 ms [2022-03-11 18:39:20 main:574] : INFO : Epoch 1737 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 13032.6 ms [2022-03-11 18:39:34 main:574] : INFO : Epoch 1738 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 14205.8 ms [2022-03-11 18:39:48 main:574] : INFO : Epoch 1739 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 13222.7 ms [2022-03-11 18:40:02 main:574] : INFO : Epoch 1740 | loss: 0.031174 | val_loss: 0.0311822 | Time: 13839 ms [2022-03-11 18:40:15 main:574] : INFO : Epoch 1741 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 12848 ms [2022-03-11 18:40:27 main:574] : INFO : Epoch 1742 | loss: 0.031174 | val_loss: 0.0311831 | Time: 12332 ms [2022-03-11 18:40:40 main:574] : INFO : Epoch 1743 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 13264.3 ms [2022-03-11 18:40:53 main:574] : INFO : Epoch 1744 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 13140.3 ms [2022-03-11 18:41:06 main:574] : INFO : Epoch 1745 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 12822.2 ms [2022-03-11 18:41:19 main:574] : INFO : Epoch 1746 | loss: 0.0311745 | val_loss: 0.031183 | Time: 12919.3 ms [2022-03-11 18:41:33 main:574] : INFO : Epoch 1747 | loss: 0.0311771 | val_loss: 0.0311845 | Time: 13621.4 ms [2022-03-11 18:41:46 main:574] : INFO : Epoch 1748 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 13206.4 ms [2022-03-11 18:41:59 main:574] : INFO : Epoch 1749 | loss: 0.0311755 | val_loss: 0.0311847 | Time: 12899.2 ms [2022-03-11 18:42:12 main:574] : INFO : Epoch 1750 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 12845.1 ms [2022-03-11 18:42:25 main:574] : INFO : Epoch 1751 | loss: 0.0311734 | val_loss: 0.0311807 | Time: 13653.8 ms [2022-03-11 18:42:39 main:574] : INFO : Epoch 1752 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 13230.9 ms [2022-03-11 18:42:51 main:574] : INFO : Epoch 1753 | loss: 0.0311731 | val_loss: 0.031181 | Time: 11970.7 ms [2022-03-11 18:43:04 main:574] : INFO : Epoch 1754 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 13549.4 ms [2022-03-11 18:43:17 main:574] : INFO : Epoch 1755 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 12901.7 ms [2022-03-11 18:43:29 main:574] : INFO : Epoch 1756 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 12290.6 ms [2022-03-11 18:43:43 main:574] : INFO : Epoch 1757 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 13752.6 ms [2022-03-11 18:43:57 main:574] : INFO : Epoch 1758 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 13723.4 ms [2022-03-11 18:44:10 main:574] : INFO : Epoch 1759 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 13424.6 ms [2022-03-11 18:44:24 main:574] : INFO : Epoch 1760 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 13316.1 ms [2022-03-11 18:44:36 main:574] : INFO : Epoch 1761 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 12673.9 ms [2022-03-11 18:44:50 main:574] : INFO : Epoch 1762 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 13222.2 ms [2022-03-11 18:45:03 main:574] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 13428.5 ms [2022-03-11 18:45:16 main:574] : INFO : Epoch 1764 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 12473.5 ms [2022-03-11 18:45:28 main:574] : INFO : Epoch 1765 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 12690.4 ms [2022-03-11 18:45:42 main:574] : INFO : Epoch 1766 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 13511.5 ms [2022-03-11 18:45:55 main:574] : INFO : Epoch 1767 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 13678.6 ms [2022-03-11 18:46:10 main:574] : INFO : Epoch 1768 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 14101.3 ms [2022-03-11 18:46:22 main:574] : INFO : Epoch 1769 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 12753.4 ms [2022-03-11 18:46:35 main:574] : INFO : Epoch 1770 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 12567.4 ms [2022-03-11 18:46:49 main:574] : INFO : Epoch 1771 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 13689.3 ms [2022-03-11 18:47:02 main:574] : INFO : Epoch 1772 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 13264.8 ms [2022-03-11 18:47:15 main:574] : INFO : Epoch 1773 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 12993.5 ms [2022-03-11 18:47:28 main:574] : INFO : Epoch 1774 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 12886.9 ms [2022-03-11 18:47:42 main:574] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 13914.3 ms [2022-03-11 18:47:55 main:574] : INFO : Epoch 1776 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 12769.4 ms [2022-03-11 18:48:07 main:574] : INFO : Epoch 1777 | loss: 0.0311769 | val_loss: 0.03118 | Time: 12729.5 ms [2022-03-11 18:48:20 main:574] : INFO : Epoch 1778 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 13153.7 ms [2022-03-11 18:48:34 main:574] : INFO : Epoch 1779 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 13202.5 ms [2022-03-11 18:48:47 main:574] : INFO : Epoch 1780 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 13012.9 ms [2022-03-11 18:49:00 main:574] : INFO : Epoch 1781 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 13112.7 ms [2022-03-11 18:49:13 main:574] : INFO : Epoch 1782 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 13052.2 ms [2022-03-11 18:49:26 main:574] : INFO : Epoch 1783 | loss: 0.031175 | val_loss: 0.0311811 | Time: 13140.8 ms [2022-03-11 18:49:39 main:574] : INFO : Epoch 1784 | loss: 0.0311744 | val_loss: 0.0311797 | Time: 12481 ms [2022-03-11 18:49:51 main:574] : INFO : Epoch 1785 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 12814.4 ms [2022-03-11 18:50:05 main:574] : INFO : Epoch 1786 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 13244.9 ms [2022-03-11 18:50:17 main:574] : INFO : Epoch 1787 | loss: 0.0311777 | val_loss: 0.031183 | Time: 12609.3 ms [2022-03-11 18:50:31 main:574] : INFO : Epoch 1788 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 13313.3 ms [2022-03-11 18:50:44 main:574] : INFO : Epoch 1789 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 13372.1 ms [2022-03-11 18:50:57 main:574] : INFO : Epoch 1790 | loss: 0.0311753 | val_loss: 0.031178 | Time: 13278.7 ms [2022-03-11 18:51:10 main:574] : INFO : Epoch 1791 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 12661.6 ms [2022-03-11 18:51:23 main:574] : INFO : Epoch 1792 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 12860.6 ms [2022-03-11 18:51:37 main:574] : INFO : Epoch 1793 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 13761.4 ms [2022-03-11 18:51:50 main:574] : INFO : Epoch 1794 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 13272.3 ms [2022-03-11 18:52:02 main:574] : INFO : Epoch 1795 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 12471.4 ms [2022-03-11 18:52:15 main:574] : INFO : Epoch 1796 | loss: 0.0311736 | val_loss: 0.0311852 | Time: 12739 ms [2022-03-11 18:52:28 main:574] : INFO : Epoch 1797 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 13085.9 ms [2022-03-11 18:52:41 main:574] : INFO : Epoch 1798 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 12551.4 ms [2022-03-11 18:52:53 main:574] : INFO : Epoch 1799 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 12659.2 ms [2022-03-11 18:53:07 main:574] : INFO : Epoch 1800 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 13485.9 ms [2022-03-11 18:53:19 main:574] : INFO : Epoch 1801 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 12362.1 ms [2022-03-11 18:53:32 main:574] : INFO : Epoch 1802 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 12410.1 ms [2022-03-11 18:53:45 main:574] : INFO : Epoch 1803 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 13480.1 ms [2022-03-11 18:53:58 main:574] : INFO : Epoch 1804 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 12890.1 ms [2022-03-11 18:54:11 main:574] : INFO : Epoch 1805 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 12416.5 ms [2022-03-11 18:54:24 main:574] : INFO : Epoch 1806 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 13240.7 ms [2022-03-11 18:54:38 main:574] : INFO : Epoch 1807 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 14075.2 ms [2022-03-11 18:54:52 main:574] : INFO : Epoch 1808 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 13793.6 ms [2022-03-11 18:55:05 main:574] : INFO : Epoch 1809 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 12841.9 ms [2022-03-11 18:55:18 main:574] : INFO : Epoch 1810 | loss: 0.0311715 | val_loss: 0.0311788 | Time: 12859.2 ms [2022-03-11 18:55:31 main:574] : INFO : Epoch 1811 | loss: 0.031171 | val_loss: 0.031177 | Time: 13636.6 ms [2022-03-11 18:55:44 main:574] : INFO : Epoch 1812 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 12847.9 ms [2022-03-11 18:55:57 main:574] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 12875.1 ms [2022-03-11 18:56:10 main:574] : INFO : Epoch 1814 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 12952.1 ms [2022-03-11 18:56:23 main:574] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.0311787 | Time: 13253.9 ms [2022-03-11 18:56:36 main:574] : INFO : Epoch 1816 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 12819.3 ms [2022-03-11 18:56:49 main:574] : INFO : Epoch 1817 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 12459.5 ms [2022-03-11 18:57:02 main:574] : INFO : Epoch 1818 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 13711.3 ms [2022-03-11 18:57:15 main:574] : INFO : Epoch 1819 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 13075.8 ms [2022-03-11 18:57:28 main:574] : INFO : Epoch 1820 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 12806.1 ms [2022-03-11 18:57:41 main:574] : INFO : Epoch 1821 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 12652.6 ms [2022-03-11 18:57:54 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 13628.6 ms [2022-03-11 18:58:08 main:574] : INFO : Epoch 1823 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 13132.4 ms [2022-03-11 18:58:20 main:574] : INFO : Epoch 1824 | loss: 0.031177 | val_loss: 0.0311838 | Time: 12406.2 ms [2022-03-11 18:58:33 main:574] : INFO : Epoch 1825 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 12930.5 ms [2022-03-11 18:58:46 main:574] : INFO : Epoch 1826 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 12568.8 ms [2022-03-11 18:58:58 main:574] : INFO : Epoch 1827 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 12818.5 ms [2022-03-11 18:59:12 main:574] : INFO : Epoch 1828 | loss: 0.0311751 | val_loss: 0.031181 | Time: 13427.2 ms [2022-03-11 18:59:24 main:574] : INFO : Epoch 1829 | loss: 0.0311743 | val_loss: 0.03118 | Time: 12573.4 ms [2022-03-11 18:59:37 main:574] : INFO : Epoch 1830 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 12617.2 ms [2022-03-11 18:59:50 main:574] : INFO : Epoch 1831 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 13315.2 ms [2022-03-11 19:00:04 main:574] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 13294.2 ms [2022-03-11 19:00:16 main:574] : INFO : Epoch 1833 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 12450 ms [2022-03-11 19:00:29 main:574] : INFO : Epoch 1834 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 13020.2 ms [2022-03-11 19:00:43 main:574] : INFO : Epoch 1835 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 13795 ms [2022-03-11 19:00:57 main:574] : INFO : Epoch 1836 | loss: 0.031179 | val_loss: 0.031186 | Time: 13631.3 ms [2022-03-11 19:01:10 main:574] : INFO : Epoch 1837 | loss: 0.031179 | val_loss: 0.0311831 | Time: 13028.3 ms [2022-03-11 19:01:22 main:574] : INFO : Epoch 1838 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 12370.8 ms [2022-03-11 19:01:35 main:574] : INFO : Epoch 1839 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 13134.9 ms [2022-03-11 19:01:48 main:574] : INFO : Epoch 1840 | loss: 0.0311763 | val_loss: 0.031181 | Time: 12831.2 ms [2022-03-11 19:02:01 main:574] : INFO : Epoch 1841 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 12639.3 ms [2022-03-11 19:02:14 main:574] : INFO : Epoch 1842 | loss: 0.0311765 | val_loss: 0.0311855 | Time: 13635.3 ms [2022-03-11 19:02:27 main:574] : INFO : Epoch 1843 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 12648.9 ms [2022-03-11 19:02:40 main:574] : INFO : Epoch 1844 | loss: 0.0311766 | val_loss: 0.0311838 | Time: 13178 ms [2022-03-11 19:02:53 main:574] : INFO : Epoch 1845 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 13218.1 ms [2022-03-11 19:03:07 main:574] : INFO : Epoch 1846 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 13499.1 ms [2022-03-11 19:03:20 main:574] : INFO : Epoch 1847 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 12900.5 ms [2022-03-11 19:03:32 main:574] : INFO : Epoch 1848 | loss: 0.031183 | val_loss: 0.0311998 | Time: 12479.7 ms [2022-03-11 19:03:46 main:574] : INFO : Epoch 1849 | loss: 0.0311982 | val_loss: 0.0312068 | Time: 13121.6 ms [2022-03-11 19:03:59 main:574] : INFO : Epoch 1850 | loss: 0.0367277 | val_loss: 0.0365163 | Time: 13545.8 ms [2022-03-11 19:04:12 main:574] : INFO : Epoch 1851 | loss: 0.0324117 | val_loss: 0.0314598 | Time: 13170.1 ms [2022-03-11 19:04:25 main:574] : INFO : Epoch 1852 | loss: 0.0313814 | val_loss: 0.0313156 | Time: 13011.4 ms [2022-03-11 19:04:39 main:574] : INFO : Epoch 1853 | loss: 0.0312788 | val_loss: 0.0312645 | Time: 13491 ms [2022-03-11 19:04:52 main:574] : INFO : Epoch 1854 | loss: 0.0312566 | val_loss: 0.031252 | Time: 13304.3 ms [2022-03-11 19:05:05 main:574] : INFO : Epoch 1855 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 12434.2 ms [2022-03-11 19:05:18 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 13161.3 ms [2022-03-11 19:05:31 main:574] : INFO : Epoch 1857 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 13288.5 ms [2022-03-11 19:05:44 main:574] : INFO : Epoch 1858 | loss: 0.031249 | val_loss: 0.0312481 | Time: 12635.9 ms [2022-03-11 19:05:56 main:574] : INFO : Epoch 1859 | loss: 0.031248 | val_loss: 0.0312475 | Time: 12595.3 ms [2022-03-11 19:06:10 main:574] : INFO : Epoch 1860 | loss: 0.0312473 | val_loss: 0.031247 | Time: 13628 ms [2022-03-11 19:06:23 main:574] : INFO : Epoch 1861 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 12686.5 ms [2022-03-11 19:06:35 main:574] : INFO : Epoch 1862 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 12752.3 ms [2022-03-11 19:06:49 main:574] : INFO : Epoch 1863 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 13741.9 ms [2022-03-11 19:07:02 main:574] : INFO : Epoch 1864 | loss: 0.0312447 | val_loss: 0.0312436 | Time: 12977.4 ms [2022-03-11 19:07:15 main:574] : INFO : Epoch 1865 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 13119.4 ms [2022-03-11 19:07:28 main:574] : INFO : Epoch 1866 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 12744.9 ms [2022-03-11 19:07:42 main:574] : INFO : Epoch 1867 | loss: 0.0312413 | val_loss: 0.0312403 | Time: 13501.5 ms [2022-03-11 19:07:55 main:574] : INFO : Epoch 1868 | loss: 0.0312401 | val_loss: 0.0312389 | Time: 13014.9 ms [2022-03-11 19:08:07 main:574] : INFO : Epoch 1869 | loss: 0.0312386 | val_loss: 0.0312377 | Time: 12467 ms [2022-03-11 19:08:20 main:574] : INFO : Epoch 1870 | loss: 0.0312376 | val_loss: 0.0312389 | Time: 13036.2 ms [2022-03-11 19:08:33 main:574] : INFO : Epoch 1871 | loss: 0.0312371 | val_loss: 0.0312342 | Time: 13047.9 ms [2022-03-11 19:08:46 main:574] : INFO : Epoch 1872 | loss: 0.0312339 | val_loss: 0.0312321 | Time: 12830.8 ms [2022-03-11 19:08:59 main:574] : INFO : Epoch 1873 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 12863.5 ms [2022-03-11 19:09:12 main:574] : INFO : Epoch 1874 | loss: 0.0312308 | val_loss: 0.0312275 | Time: 13470.6 ms [2022-03-11 19:09:26 main:574] : INFO : Epoch 1875 | loss: 0.0312272 | val_loss: 0.0312249 | Time: 13905.1 ms [2022-03-11 19:09:40 main:574] : INFO : Epoch 1876 | loss: 0.0312247 | val_loss: 0.0312229 | Time: 13145.8 ms [2022-03-11 19:09:52 main:574] : INFO : Epoch 1877 | loss: 0.0312219 | val_loss: 0.0312199 | Time: 12764.4 ms [2022-03-11 19:10:06 main:574] : INFO : Epoch 1878 | loss: 0.0312225 | val_loss: 0.0312267 | Time: 13752.4 ms [2022-03-11 19:10:19 main:574] : INFO : Epoch 1879 | loss: 0.0312193 | val_loss: 0.0312126 | Time: 13364.8 ms [2022-03-11 19:10:32 main:574] : INFO : Epoch 1880 | loss: 0.0312185 | val_loss: 0.0312094 | Time: 12847.7 ms [2022-03-11 19:10:45 main:574] : INFO : Epoch 1881 | loss: 0.0312119 | val_loss: 0.0312142 | Time: 12800.4 ms [2022-03-11 19:10:59 main:574] : INFO : Epoch 1882 | loss: 0.0312118 | val_loss: 0.0312019 | Time: 13352.4 ms [2022-03-11 19:11:12 main:574] : INFO : Epoch 1883 | loss: 0.031216 | val_loss: 0.0312086 | Time: 13384.2 ms [2022-03-11 19:11:25 main:574] : INFO : Epoch 1884 | loss: 0.031204 | val_loss: 0.0312111 | Time: 12881.5 ms [2022-03-11 19:11:37 main:574] : INFO : Epoch 1885 | loss: 0.0312054 | val_loss: 0.0312086 | Time: 12446.5 ms [2022-03-11 19:11:51 main:574] : INFO : Epoch 1886 | loss: 0.031206 | val_loss: 0.0311979 | Time: 13957.4 ms [2022-03-11 19:12:05 main:574] : INFO : Epoch 1887 | loss: 0.0311982 | val_loss: 0.0311959 | Time: 13301 ms [2022-03-11 19:12:17 main:574] : INFO : Epoch 1888 | loss: 0.0311994 | val_loss: 0.0311972 | Time: 12554.5 ms [2022-03-11 19:12:30 main:574] : INFO : Epoch 1889 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 12541.8 ms [2022-03-11 19:12:43 main:574] : INFO : Epoch 1890 | loss: 0.0311979 | val_loss: 0.0311955 | Time: 13564.9 ms [2022-03-11 19:12:57 main:574] : INFO : Epoch 1891 | loss: 0.0311997 | val_loss: 0.0311947 | Time: 13350.6 ms [2022-03-11 19:13:09 main:574] : INFO : Epoch 1892 | loss: 0.0312031 | val_loss: 0.0312115 | Time: 12613.8 ms [2022-03-11 19:13:22 main:574] : INFO : Epoch 1893 | loss: 0.0311993 | val_loss: 0.0311952 | Time: 12810.3 ms [2022-03-11 19:13:36 main:574] : INFO : Epoch 1894 | loss: 0.0311969 | val_loss: 0.0311951 | Time: 13751.5 ms [2022-03-11 19:13:49 main:574] : INFO : Epoch 1895 | loss: 0.0312 | val_loss: 0.0311969 | Time: 12977.3 ms [2022-03-11 19:14:02 main:574] : INFO : Epoch 1896 | loss: 0.0311993 | val_loss: 0.0311947 | Time: 13140.5 ms [2022-03-11 19:14:15 main:574] : INFO : Epoch 1897 | loss: 0.0311981 | val_loss: 0.0311958 | Time: 13272.8 ms [2022-03-11 19:14:28 main:574] : INFO : Epoch 1898 | loss: 0.0312016 | val_loss: 0.0311999 | Time: 13092.4 ms [2022-03-11 19:14:41 main:574] : INFO : Epoch 1899 | loss: 0.0312016 | val_loss: 0.0311958 | Time: 12490.2 ms [2022-03-11 19:14:54 main:574] : INFO : Epoch 1900 | loss: 0.0312003 | val_loss: 0.0311939 | Time: 12829.1 ms [2022-03-11 19:15:07 main:574] : INFO : Epoch 1901 | loss: 0.0312084 | val_loss: 0.0311943 | Time: 13460 ms [2022-03-11 19:15:20 main:574] : INFO : Epoch 1902 | loss: 0.0312021 | val_loss: 0.031195 | Time: 12956.4 ms [2022-03-11 19:15:32 main:574] : INFO : Epoch 1903 | loss: 0.0311976 | val_loss: 0.0311935 | Time: 12247.3 ms [2022-03-11 19:15:46 main:574] : INFO : Epoch 1904 | loss: 0.0311998 | val_loss: 0.0312131 | Time: 13678.5 ms [2022-03-11 19:15:59 main:574] : INFO : Epoch 1905 | loss: 0.0312034 | val_loss: 0.0311947 | Time: 12772.5 ms [2022-03-11 19:16:12 main:574] : INFO : Epoch 1906 | loss: 0.0312022 | val_loss: 0.0311949 | Time: 12715.1 ms [2022-03-11 19:16:25 main:574] : INFO : Epoch 1907 | loss: 0.0312013 | val_loss: 0.0311954 | Time: 13534.5 ms [2022-03-11 19:16:39 main:574] : INFO : Epoch 1908 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 13393.6 ms [2022-03-11 19:16:51 main:574] : INFO : Epoch 1909 | loss: 0.0311973 | val_loss: 0.0311931 | Time: 12313.5 ms [2022-03-11 19:17:04 main:574] : INFO : Epoch 1910 | loss: 0.0312052 | val_loss: 0.0312042 | Time: 13236.4 ms [2022-03-11 19:17:17 main:574] : INFO : Epoch 1911 | loss: 0.0311978 | val_loss: 0.0312011 | Time: 12536.1 ms [2022-03-11 19:17:30 main:574] : INFO : Epoch 1912 | loss: 0.031197 | val_loss: 0.0311933 | Time: 12561.3 ms [2022-03-11 19:17:43 main:574] : INFO : Epoch 1913 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 13100.6 ms [2022-03-11 19:17:56 main:574] : INFO : Epoch 1914 | loss: 0.0311953 | val_loss: 0.0311985 | Time: 13358.9 ms [2022-03-11 19:18:09 main:574] : INFO : Epoch 1915 | loss: 0.0311957 | val_loss: 0.0311941 | Time: 12605 ms [2022-03-11 19:18:21 main:574] : INFO : Epoch 1916 | loss: 0.0311961 | val_loss: 0.0311911 | Time: 12656.1 ms [2022-03-11 19:18:35 main:574] : INFO : Epoch 1917 | loss: 0.0311922 | val_loss: 0.0311889 | Time: 13515.5 ms [2022-03-11 19:18:47 main:574] : INFO : Epoch 1918 | loss: 0.0311904 | val_loss: 0.03119 | Time: 12261.3 ms [2022-03-11 19:19:00 main:574] : INFO : Epoch 1919 | loss: 0.0311902 | val_loss: 0.031189 | Time: 12655.1 ms [2022-03-11 19:19:13 main:574] : INFO : Epoch 1920 | loss: 0.0311951 | val_loss: 0.0311897 | Time: 13454.6 ms [2022-03-11 19:19:26 main:574] : INFO : Epoch 1921 | loss: 0.0311906 | val_loss: 0.0311883 | Time: 12857.1 ms [2022-03-11 19:19:39 main:574] : INFO : Epoch 1922 | loss: 0.0311899 | val_loss: 0.0311871 | Time: 12968.5 ms [2022-03-11 19:19:52 main:574] : INFO : Epoch 1923 | loss: 0.0311908 | val_loss: 0.0311882 | Time: 12988 ms [2022-03-11 19:20:05 main:574] : INFO : Epoch 1924 | loss: 0.0311895 | val_loss: 0.0311878 | Time: 13172.6 ms [2022-03-11 19:20:19 main:574] : INFO : Epoch 1925 | loss: 0.0311909 | val_loss: 0.0311885 | Time: 13613.2 ms [2022-03-11 19:20:31 main:574] : INFO : Epoch 1926 | loss: 0.0311964 | val_loss: 0.0311898 | Time: 12451 ms [2022-03-11 19:20:45 main:574] : INFO : Epoch 1927 | loss: 0.0311891 | val_loss: 0.0311882 | Time: 13048 ms [2022-03-11 19:20:59 main:574] : INFO : Epoch 1928 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 14058.6 ms [2022-03-11 19:21:11 main:574] : INFO : Epoch 1929 | loss: 0.0311909 | val_loss: 0.0311912 | Time: 12340.6 ms [2022-03-11 19:21:24 main:574] : INFO : Epoch 1930 | loss: 0.0311978 | val_loss: 0.0311939 | Time: 13095.2 ms [2022-03-11 19:21:37 main:574] : INFO : Epoch 1931 | loss: 0.0311917 | val_loss: 0.0311958 | Time: 13070.5 ms [2022-03-11 19:21:51 main:574] : INFO : Epoch 1932 | loss: 0.0311891 | val_loss: 0.0311859 | Time: 13771.6 ms [2022-03-11 19:22:04 main:574] : INFO : Epoch 1933 | loss: 0.0311875 | val_loss: 0.0311943 | Time: 12547.1 ms [2022-03-11 19:22:17 main:574] : INFO : Epoch 1934 | loss: 0.031195 | val_loss: 0.0311858 | Time: 13528.2 ms [2022-03-11 19:22:30 main:574] : INFO : Epoch 1935 | loss: 0.031187 | val_loss: 0.0311853 | Time: 12547.4 ms [2022-03-11 19:22:42 main:574] : INFO : Epoch 1936 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 12794.9 ms [2022-03-11 19:22:56 main:574] : INFO : Epoch 1937 | loss: 0.0311918 | val_loss: 0.0311846 | Time: 13718.2 ms [2022-03-11 19:23:09 main:574] : INFO : Epoch 1938 | loss: 0.0311887 | val_loss: 0.0311844 | Time: 12990.4 ms [2022-03-11 19:23:22 main:574] : INFO : Epoch 1939 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 12529.6 ms [2022-03-11 19:23:35 main:574] : INFO : Epoch 1940 | loss: 0.031185 | val_loss: 0.0311872 | Time: 13106.2 ms [2022-03-11 19:23:48 main:574] : INFO : Epoch 1941 | loss: 0.0311856 | val_loss: 0.0311846 | Time: 12931.5 ms [2022-03-11 19:24:01 main:574] : INFO : Epoch 1942 | loss: 0.0311841 | val_loss: 0.0311962 | Time: 13200.1 ms [2022-03-11 19:24:14 main:574] : INFO : Epoch 1943 | loss: 0.0311859 | val_loss: 0.0311884 | Time: 13274.8 ms [2022-03-11 19:24:27 main:574] : INFO : Epoch 1944 | loss: 0.0311845 | val_loss: 0.0311934 | Time: 12989.7 ms [2022-03-11 19:24:41 main:574] : INFO : Epoch 1945 | loss: 0.0311859 | val_loss: 0.0311861 | Time: 13764.2 ms [2022-03-11 19:24:54 main:574] : INFO : Epoch 1946 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 12487 ms [2022-03-11 19:25:07 main:574] : INFO : Epoch 1947 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 13390.6 ms [2022-03-11 19:25:21 main:574] : INFO : Epoch 1948 | loss: 0.0311854 | val_loss: 0.031184 | Time: 13925.2 ms [2022-03-11 19:25:34 main:574] : INFO : Epoch 1949 | loss: 0.031184 | val_loss: 0.0311855 | Time: 13236.9 ms [2022-03-11 19:25:48 main:574] : INFO : Epoch 1950 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 13431.4 ms [2022-03-11 19:26:01 main:574] : INFO : Epoch 1951 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 13432.1 ms [2022-03-11 19:26:14 main:574] : INFO : Epoch 1952 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 12608.9 ms [2022-03-11 19:26:26 main:574] : INFO : Epoch 1953 | loss: 0.0311834 | val_loss: 0.0311845 | Time: 12562.7 ms [2022-03-11 19:26:40 main:574] : INFO : Epoch 1954 | loss: 0.0311859 | val_loss: 0.0311977 | Time: 13384.9 ms [2022-03-11 19:26:53 main:574] : INFO : Epoch 1955 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 12723.3 ms [2022-03-11 19:27:06 main:574] : INFO : Epoch 1956 | loss: 0.0311835 | val_loss: 0.0311838 | Time: 13048.7 ms [2022-03-11 19:27:19 main:574] : INFO : Epoch 1957 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 13356 ms [2022-03-11 19:27:32 main:574] : INFO : Epoch 1958 | loss: 0.0311897 | val_loss: 0.0311997 | Time: 12570.3 ms [2022-03-11 19:27:44 main:574] : INFO : Epoch 1959 | loss: 0.0311871 | val_loss: 0.0312003 | Time: 12897.9 ms [2022-03-11 19:27:58 main:574] : INFO : Epoch 1960 | loss: 0.031193 | val_loss: 0.0311878 | Time: 13387.4 ms [2022-03-11 19:28:11 main:574] : INFO : Epoch 1961 | loss: 0.0311933 | val_loss: 0.0312039 | Time: 12625.1 ms [2022-03-11 19:28:23 main:574] : INFO : Epoch 1962 | loss: 0.0311899 | val_loss: 0.0311835 | Time: 12724.6 ms [2022-03-11 19:28:37 main:574] : INFO : Epoch 1963 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 13614.9 ms [2022-03-11 19:28:50 main:574] : INFO : Epoch 1964 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 12987.5 ms [2022-03-11 19:29:03 main:574] : INFO : Epoch 1965 | loss: 0.0311833 | val_loss: 0.031183 | Time: 13246.3 ms [2022-03-11 19:29:17 main:574] : INFO : Epoch 1966 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 13606.4 ms [2022-03-11 19:29:29 main:574] : INFO : Epoch 1967 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 12586.9 ms [2022-03-11 19:29:42 main:574] : INFO : Epoch 1968 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 12541.7 ms [2022-03-11 19:29:55 main:574] : INFO : Epoch 1969 | loss: 0.0311836 | val_loss: 0.0311836 | Time: 13542.7 ms [2022-03-11 19:30:09 main:574] : INFO : Epoch 1970 | loss: 0.0311825 | val_loss: 0.0311823 | Time: 13054.4 ms [2022-03-11 19:30:21 main:574] : INFO : Epoch 1971 | loss: 0.0311816 | val_loss: 0.0311835 | Time: 12439 ms [2022-03-11 19:30:34 main:574] : INFO : Epoch 1972 | loss: 0.031182 | val_loss: 0.0311869 | Time: 12831.9 ms [2022-03-11 19:30:47 main:574] : INFO : Epoch 1973 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 13373.6 ms [2022-03-11 19:31:00 main:574] : INFO : Epoch 1974 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 12656 ms [2022-03-11 19:31:13 main:574] : INFO : Epoch 1975 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 12982 ms [2022-03-11 19:31:26 main:574] : INFO : Epoch 1976 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 13400.6 ms [2022-03-11 19:31:39 main:574] : INFO : Epoch 1977 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 12994.6 ms [2022-03-11 19:31:53 main:574] : INFO : Epoch 1978 | loss: 0.031181 | val_loss: 0.0311853 | Time: 13877.5 ms [2022-03-11 19:32:06 main:574] : INFO : Epoch 1979 | loss: 0.031182 | val_loss: 0.0311846 | Time: 12985.7 ms [2022-03-11 19:32:19 main:574] : INFO : Epoch 1980 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 12741.4 ms [2022-03-11 19:32:32 main:574] : INFO : Epoch 1981 | loss: 0.0311821 | val_loss: 0.031184 | Time: 12944.4 ms [2022-03-11 19:32:46 main:574] : INFO : Epoch 1982 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 13615.2 ms [2022-03-11 19:32:58 main:574] : INFO : Epoch 1983 | loss: 0.0311812 | val_loss: 0.0311826 | Time: 12866.7 ms [2022-03-11 19:33:11 main:574] : INFO : Epoch 1984 | loss: 0.0311828 | val_loss: 0.0311894 | Time: 12434 ms [2022-03-11 19:33:24 main:574] : INFO : Epoch 1985 | loss: 0.0311864 | val_loss: 0.0311942 | Time: 13253.5 ms [2022-03-11 19:33:37 main:574] : INFO : Epoch 1986 | loss: 0.0311841 | val_loss: 0.0311831 | Time: 12435.7 ms [2022-03-11 19:33:49 main:574] : INFO : Epoch 1987 | loss: 0.0311822 | val_loss: 0.0311844 | Time: 12604.3 ms [2022-03-11 19:34:03 main:574] : INFO : Epoch 1988 | loss: 0.0311822 | val_loss: 0.0311818 | Time: 13707.1 ms [2022-03-11 19:34:15 main:574] : INFO : Epoch 1989 | loss: 0.0311819 | val_loss: 0.0311826 | Time: 11887 ms [2022-03-11 19:34:28 main:574] : INFO : Epoch 1990 | loss: 0.0311837 | val_loss: 0.0311795 | Time: 13283.4 ms [2022-03-11 19:34:41 main:574] : INFO : Epoch 1991 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 13125.8 ms [2022-03-11 19:34:55 main:574] : INFO : Epoch 1992 | loss: 0.031182 | val_loss: 0.0311813 | Time: 13642.8 ms [2022-03-11 19:35:08 main:574] : INFO : Epoch 1993 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 12547.8 ms [2022-03-11 19:35:20 main:574] : INFO : Epoch 1994 | loss: 0.0311845 | val_loss: 0.0311926 | Time: 12638.3 ms [2022-03-11 19:35:32 main:574] : INFO : Epoch 1995 | loss: 0.0311855 | val_loss: 0.0311815 | Time: 12077.6 ms [2022-03-11 19:35:46 main:574] : INFO : Epoch 1996 | loss: 0.031183 | val_loss: 0.0311814 | Time: 13196.9 ms [2022-03-11 19:35:59 main:574] : INFO : Epoch 1997 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 13118.6 ms [2022-03-11 19:36:12 main:574] : INFO : Epoch 1998 | loss: 0.0311885 | val_loss: 0.0312033 | Time: 13162.5 ms [2022-03-11 19:36:25 main:574] : INFO : Epoch 1999 | loss: 0.0311863 | val_loss: 0.031183 | Time: 13193.7 ms [2022-03-11 19:36:38 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.0311838 | Time: 12692.8 ms [2022-03-11 19:36:51 main:574] : INFO : Epoch 2001 | loss: 0.0311916 | val_loss: 0.0311891 | Time: 13568.1 ms [2022-03-11 19:37:05 main:574] : INFO : Epoch 2002 | loss: 0.0311939 | val_loss: 0.0311847 | Time: 13370.8 ms [2022-03-11 19:37:18 main:574] : INFO : Epoch 2003 | loss: 0.0311845 | val_loss: 0.0311825 | Time: 13089.6 ms [2022-03-11 19:37:31 main:574] : INFO : Epoch 2004 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 12976.9 ms [2022-03-11 19:37:43 main:574] : INFO : Epoch 2005 | loss: 0.0311857 | val_loss: 0.0311837 | Time: 12516.5 ms [2022-03-11 19:37:56 main:574] : INFO : Epoch 2006 | loss: 0.0311848 | val_loss: 0.0311826 | Time: 13026.6 ms [2022-03-11 19:38:10 main:574] : INFO : Epoch 2007 | loss: 0.0311852 | val_loss: 0.0311917 | Time: 13477.7 ms [2022-03-11 19:38:23 main:574] : INFO : Epoch 2008 | loss: 0.0311873 | val_loss: 0.0311829 | Time: 12597.6 ms [2022-03-11 19:38:35 main:574] : INFO : Epoch 2009 | loss: 0.0311841 | val_loss: 0.0311826 | Time: 12447.1 ms [2022-03-11 19:38:48 main:574] : INFO : Epoch 2010 | loss: 0.0311828 | val_loss: 0.0311837 | Time: 12617.4 ms [2022-03-11 19:39:02 main:574] : INFO : Epoch 2011 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 14242.4 ms [2022-03-11 19:39:14 main:574] : INFO : Epoch 2012 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 12367.5 ms [2022-03-11 19:39:28 main:574] : INFO : Epoch 2013 | loss: 0.0311821 | val_loss: 0.0311929 | Time: 13789.3 ms [2022-03-11 19:39:43 main:574] : INFO : Epoch 2014 | loss: 0.031184 | val_loss: 0.0311863 | Time: 14733.5 ms [2022-03-11 19:39:57 main:574] : INFO : Epoch 2015 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 14319.9 ms [2022-03-11 19:40:10 main:574] : INFO : Epoch 2016 | loss: 0.031186 | val_loss: 0.0311944 | Time: 13267.7 ms [2022-03-11 19:40:25 main:574] : INFO : Epoch 2017 | loss: 0.0311871 | val_loss: 0.0311955 | Time: 14020.7 ms [2022-03-11 19:40:39 main:574] : INFO : Epoch 2018 | loss: 0.0311852 | val_loss: 0.0311833 | Time: 14341.6 ms [2022-03-11 19:40:53 main:574] : INFO : Epoch 2019 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 13912.5 ms [2022-03-11 19:41:07 main:574] : INFO : Epoch 2020 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 13796 ms [2022-03-11 19:41:20 main:574] : INFO : Epoch 2021 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 13621.9 ms [2022-03-11 19:41:34 main:574] : INFO : Epoch 2022 | loss: 0.0311841 | val_loss: 0.0311966 | Time: 13532.4 ms [2022-03-11 19:41:47 main:574] : INFO : Epoch 2023 | loss: 0.0311874 | val_loss: 0.0311889 | Time: 13675.3 ms [2022-03-11 19:42:02 main:574] : INFO : Epoch 2024 | loss: 0.0311842 | val_loss: 0.0311802 | Time: 14926.7 ms [2022-03-11 19:42:16 main:574] : INFO : Epoch 2025 | loss: 0.03118 | val_loss: 0.0311884 | Time: 13559.2 ms [2022-03-11 19:42:29 main:574] : INFO : Epoch 2026 | loss: 0.0311825 | val_loss: 0.0311801 | Time: 13023.2 ms [2022-03-11 19:42:43 main:574] : INFO : Epoch 2027 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 14017.2 ms [2022-03-11 19:42:57 main:574] : INFO : Epoch 2028 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 13980 ms [2022-03-11 19:43:10 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 12751.1 ms [2022-03-11 19:43:22 main:574] : INFO : Epoch 2030 | loss: 0.0311825 | val_loss: 0.0311802 | Time: 12582.9 ms [2022-03-11 19:43:37 main:574] : INFO : Epoch 2031 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 14468.1 ms [2022-03-11 19:43:50 main:574] : INFO : Epoch 2032 | loss: 0.0311782 | val_loss: 0.0311864 | Time: 13497.4 ms [2022-03-11 19:44:03 main:574] : INFO : Epoch 2033 | loss: 0.0311821 | val_loss: 0.0311879 | Time: 12968 ms [2022-03-11 19:44:16 main:574] : INFO : Epoch 2034 | loss: 0.0311868 | val_loss: 0.0312014 | Time: 12405.9 ms [2022-03-11 19:44:30 main:574] : INFO : Epoch 2035 | loss: 0.031184 | val_loss: 0.031182 | Time: 13940.5 ms [2022-03-11 19:44:42 main:574] : INFO : Epoch 2036 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 12615.5 ms [2022-03-11 19:44:55 main:574] : INFO : Epoch 2037 | loss: 0.0311824 | val_loss: 0.0311796 | Time: 12821.3 ms [2022-03-11 19:45:09 main:574] : INFO : Epoch 2038 | loss: 0.0311801 | val_loss: 0.031191 | Time: 13588.6 ms [2022-03-11 19:45:22 main:574] : INFO : Epoch 2039 | loss: 0.0311803 | val_loss: 0.031183 | Time: 13256 ms [2022-03-11 19:45:35 main:574] : INFO : Epoch 2040 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 12507.4 ms [2022-03-11 19:45:48 main:574] : INFO : Epoch 2041 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 12799.5 ms [2022-03-11 19:46:02 main:574] : INFO : Epoch 2042 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 14296.5 ms [2022-03-11 19:46:16 main:574] : INFO : Epoch 2043 | loss: 0.0311842 | val_loss: 0.0311822 | Time: 14027.9 ms [2022-03-11 19:46:30 main:574] : INFO : Epoch 2044 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 13900.8 ms [2022-03-11 19:46:43 main:574] : INFO : Epoch 2045 | loss: 0.0311786 | val_loss: 0.031191 | Time: 12835.2 ms [2022-03-11 19:46:56 main:574] : INFO : Epoch 2046 | loss: 0.0311804 | val_loss: 0.03119 | Time: 13441.4 ms [2022-03-11 19:47:09 main:574] : INFO : Epoch 2047 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 12636.5 ms [2022-03-11 19:47:22 main:574] : INFO : Epoch 2048 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 13368.9 ms [2022-03-11 19:47:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807 [2022-03-11 19:47:22 main:603] : INFO : Saving end state to config to file [2022-03-11 19:47:22 main:608] : INFO : Success, exiting.. 19:47:22 (18512): 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)