Task 14624881
| Name | ParityModified-1647049292-337-3-0_0 |
| Workunit | 11639780 |
| Created | 19 Apr 2022, 22:46:34 UTC |
| Sent | 19 Apr 2022, 22:46:58 UTC |
| Report deadline | 27 Apr 2022, 22:46:58 UTC |
| Received | 20 Apr 2022, 2:19:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 41 min 26 sec |
| CPU time | 2 hours 39 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 38:57 main:574] : INFO : Epoch 1542 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 4693.78 ms [2022-04-20 03:39:02 main:574] : INFO : Epoch 1543 | loss: 0.031177 | val_loss: 0.0311791 | Time: 4681.18 ms [2022-04-20 03:39:07 main:574] : INFO : Epoch 1544 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 4683.82 ms [2022-04-20 03:39:11 main:574] : INFO : Epoch 1545 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 4721.66 ms [2022-04-20 03:39:16 main:574] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 4751.48 ms [2022-04-20 03:39:21 main:574] : INFO : Epoch 1547 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 4704.05 ms [2022-04-20 03:39:26 main:574] : INFO : Epoch 1548 | loss: 0.0311784 | val_loss: 0.0311784 | Time: 4711.27 ms [2022-04-20 03:39:30 main:574] : INFO : Epoch 1549 | loss: 0.0311773 | val_loss: 0.031177 | Time: 4687.49 ms [2022-04-20 03:39:35 main:574] : INFO : Epoch 1550 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 4739.66 ms [2022-04-20 03:39:40 main:574] : INFO : Epoch 1551 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 4753.52 ms [2022-04-20 03:39:44 main:574] : INFO : Epoch 1552 | loss: 0.0311756 | val_loss: 0.031177 | Time: 4686.34 ms [2022-04-20 03:39:49 main:574] : INFO : Epoch 1553 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 4722.71 ms [2022-04-20 03:39:54 main:574] : INFO : Epoch 1554 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 4687.37 ms [2022-04-20 03:39:58 main:574] : INFO : Epoch 1555 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 4671.66 ms [2022-04-20 03:40:03 main:574] : INFO : Epoch 1556 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 4693.35 ms [2022-04-20 03:40:08 main:574] : INFO : Epoch 1557 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 4685.36 ms [2022-04-20 03:40:13 main:574] : INFO : Epoch 1558 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 4691.08 ms [2022-04-20 03:40:17 main:574] : INFO : Epoch 1559 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 4728.93 ms [2022-04-20 03:40:22 main:574] : INFO : Epoch 1560 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 4729.46 ms [2022-04-20 03:40:27 main:574] : INFO : Epoch 1561 | loss: 0.0311737 | val_loss: 0.0311766 | Time: 4692.02 ms [2022-04-20 03:40:32 main:574] : INFO : Epoch 1562 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 4801.66 ms [2022-04-20 03:40:36 main:574] : INFO : Epoch 1563 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 4725.3 ms [2022-04-20 03:40:41 main:574] : INFO : Epoch 1564 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 4695.66 ms [2022-04-20 03:40:46 main:574] : INFO : Epoch 1565 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 4714.42 ms [2022-04-20 03:40:50 main:574] : INFO : Epoch 1566 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 4723.75 ms [2022-04-20 03:40:55 main:574] : INFO : Epoch 1567 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 4700.19 ms [2022-04-20 03:41:00 main:574] : INFO : Epoch 1568 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 4725.45 ms [2022-04-20 03:41:05 main:574] : INFO : Epoch 1569 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 4724.63 ms [2022-04-20 03:41:09 main:574] : INFO : Epoch 1570 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 4730.42 ms [2022-04-20 03:41:14 main:574] : INFO : Epoch 1571 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 4708.86 ms [2022-04-20 03:41:19 main:574] : INFO : Epoch 1572 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 4795.28 ms [2022-04-20 03:41:24 main:574] : INFO : Epoch 1573 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 4715.36 ms [2022-04-20 03:41:28 main:574] : INFO : Epoch 1574 | loss: 0.0311724 | val_loss: 0.031176 | Time: 4725.3 ms [2022-04-20 03:41:33 main:574] : INFO : Epoch 1575 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 4730.68 ms [2022-04-20 03:41:38 main:574] : INFO : Epoch 1576 | loss: 0.031173 | val_loss: 0.031175 | Time: 4736.54 ms [2022-04-20 03:41:42 main:574] : INFO : Epoch 1577 | loss: 0.0311735 | val_loss: 0.031178 | Time: 4720.67 ms [2022-04-20 03:41:47 main:574] : INFO : Epoch 1578 | loss: 0.031173 | val_loss: 0.0311789 | Time: 4697.07 ms [2022-04-20 03:41:52 main:574] : INFO : Epoch 1579 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 4718.24 ms [2022-04-20 03:41:57 main:574] : INFO : Epoch 1580 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 4713.36 ms [2022-04-20 03:42:01 main:574] : INFO : Epoch 1581 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 4696.98 ms [2022-04-20 03:42:06 main:574] : INFO : Epoch 1582 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 4718.39 ms [2022-04-20 03:42:11 main:574] : INFO : Epoch 1583 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 4720.67 ms [2022-04-20 03:42:16 main:574] : INFO : Epoch 1584 | loss: 0.0311704 | val_loss: 0.0311739 | Time: 4717.3 ms [2022-04-20 03:42:20 main:574] : INFO : Epoch 1585 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 4729.03 ms [2022-04-20 03:42:25 main:574] : INFO : Epoch 1586 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 4713.59 ms [2022-04-20 03:42:30 main:574] : INFO : Epoch 1587 | loss: 0.0311725 | val_loss: 0.031182 | Time: 4728.52 ms [2022-04-20 03:42:34 main:574] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.0311731 | Time: 4713.3 ms [2022-04-20 03:42:39 main:574] : INFO : Epoch 1589 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 4713.48 ms [2022-04-20 03:42:44 main:574] : INFO : Epoch 1590 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 4779.44 ms [2022-04-20 03:42:49 main:574] : INFO : Epoch 1591 | loss: 0.031173 | val_loss: 0.0311729 | Time: 4726.09 ms [2022-04-20 03:42:53 main:574] : INFO : Epoch 1592 | loss: 0.031171 | val_loss: 0.031173 | Time: 4757.14 ms [2022-04-20 03:42:58 main:574] : INFO : Epoch 1593 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 4724.05 ms [2022-04-20 03:43:03 main:574] : INFO : Epoch 1594 | loss: 0.031173 | val_loss: 0.031176 | Time: 4718.62 ms [2022-04-20 03:43:08 main:574] : INFO : Epoch 1595 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 4710.94 ms [2022-04-20 03:43:12 main:574] : INFO : Epoch 1596 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 4733.6 ms [2022-04-20 03:43:17 main:574] : INFO : Epoch 1597 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 4704.36 ms [2022-04-20 03:43:22 main:574] : INFO : Epoch 1598 | loss: 0.0311835 | val_loss: 0.0311789 | Time: 4686.39 ms [2022-04-20 03:43:26 main:574] : INFO : Epoch 1599 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 4707.71 ms [2022-04-20 03:43:31 main:574] : INFO : Epoch 1600 | loss: 0.0311799 | val_loss: 0.0311793 | Time: 4706.27 ms [2022-04-20 03:43:36 main:574] : INFO : Epoch 1601 | loss: 0.03118 | val_loss: 0.0311781 | Time: 4767.37 ms [2022-04-20 03:43:41 main:574] : INFO : Epoch 1602 | loss: 0.0311804 | val_loss: 0.0311767 | Time: 4706.69 ms [2022-04-20 03:43:45 main:574] : INFO : Epoch 1603 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 4715.1 ms [2022-04-20 03:43:50 main:574] : INFO : Epoch 1604 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 4728.87 ms [2022-04-20 03:43:55 main:574] : INFO : Epoch 1605 | loss: 0.0311784 | val_loss: 0.0311778 | Time: 4734.25 ms [2022-04-20 03:43:59 main:574] : INFO : Epoch 1606 | loss: 0.0311805 | val_loss: 0.0311827 | Time: 4686.85 ms [2022-04-20 03:44:04 main:574] : INFO : Epoch 1607 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 4637.8 ms [2022-04-20 03:44:09 main:574] : INFO : Epoch 1608 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 4717.38 ms [2022-04-20 03:44:14 main:574] : INFO : Epoch 1609 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 4699.45 ms [2022-04-20 03:44:18 main:574] : INFO : Epoch 1610 | loss: 0.031177 | val_loss: 0.0311778 | Time: 4732.5 ms [2022-04-20 03:44:23 main:574] : INFO : Epoch 1611 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 4712.03 ms [2022-04-20 03:44:28 main:574] : INFO : Epoch 1612 | loss: 0.0311776 | val_loss: 0.0311787 | Time: 4796.01 ms [2022-04-20 03:44:33 main:574] : INFO : Epoch 1613 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 4677.72 ms [2022-04-20 03:44:37 main:574] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 4727.45 ms [2022-04-20 03:44:42 main:574] : INFO : Epoch 1615 | loss: 0.031174 | val_loss: 0.0311791 | Time: 4702.52 ms [2022-04-20 03:44:47 main:574] : INFO : Epoch 1616 | loss: 0.0311745 | val_loss: 0.031177 | Time: 4723.21 ms [2022-04-20 03:44:51 main:574] : INFO : Epoch 1617 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 4740.72 ms [2022-04-20 03:44:56 main:574] : INFO : Epoch 1618 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 4727.65 ms [2022-04-20 03:45:01 main:574] : INFO : Epoch 1619 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 4731.01 ms [2022-04-20 03:45:06 main:574] : INFO : Epoch 1620 | loss: 0.031173 | val_loss: 0.0311756 | Time: 4739.23 ms [2022-04-20 03:45:10 main:574] : INFO : Epoch 1621 | loss: 0.031173 | val_loss: 0.0311754 | Time: 4718.83 ms [2022-04-20 03:45:15 main:574] : INFO : Epoch 1622 | loss: 0.031173 | val_loss: 0.0311768 | Time: 4769.39 ms [2022-04-20 03:45:20 main:574] : INFO : Epoch 1623 | loss: 0.0311763 | val_loss: 0.0311765 | Time: 4701.18 ms [2022-04-20 03:45:25 main:574] : INFO : Epoch 1624 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 4693.84 ms [2022-04-20 03:45:29 main:574] : INFO : Epoch 1625 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 4723.87 ms [2022-04-20 03:45:34 main:574] : INFO : Epoch 1626 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 4703.41 ms [2022-04-20 03:45:39 main:574] : INFO : Epoch 1627 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 4729.66 ms [2022-04-20 03:45:43 main:574] : INFO : Epoch 1628 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 4761.24 ms [2022-04-20 03:45:48 main:574] : INFO : Epoch 1629 | loss: 0.0311781 | val_loss: 0.0311764 | Time: 4684.86 ms [2022-04-20 03:45:53 main:574] : INFO : Epoch 1630 | loss: 0.031176 | val_loss: 0.0311778 | Time: 4742.52 ms [2022-04-20 03:45:58 main:574] : INFO : Epoch 1631 | loss: 0.031174 | val_loss: 0.031176 | Time: 4719.5 ms [2022-04-20 03:46:02 main:574] : INFO : Epoch 1632 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 4754.25 ms [2022-04-20 03:46:07 main:574] : INFO : Epoch 1633 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 4641.35 ms [2022-04-20 03:46:12 main:574] : INFO : Epoch 1634 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 4759.59 ms [2022-04-20 03:46:16 main:574] : INFO : Epoch 1635 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 4697.44 ms [2022-04-20 03:46:21 main:574] : INFO : Epoch 1636 | loss: 0.031173 | val_loss: 0.0311779 | Time: 4683.38 ms [2022-04-20 03:46:26 main:574] : INFO : Epoch 1637 | loss: 0.0311762 | val_loss: 0.0311736 | Time: 4721.36 ms [2022-04-20 03:46:31 main:574] : INFO : Epoch 1638 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 4710.6 ms [2022-04-20 03:46:35 main:574] : INFO : Epoch 1639 | loss: 0.031176 | val_loss: 0.0311756 | Time: 4745.62 ms [2022-04-20 03:46:40 main:574] : INFO : Epoch 1640 | loss: 0.0311752 | val_loss: 0.0311732 | Time: 4728.8 ms [2022-04-20 03:46:45 main:574] : INFO : Epoch 1641 | loss: 0.0311748 | val_loss: 0.0311735 | Time: 4716.5 ms [2022-04-20 03:46:50 main:574] : INFO : Epoch 1642 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 4782.2 ms [2022-04-20 03:46:54 main:574] : INFO : Epoch 1643 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 4728.92 ms [2022-04-20 03:46:59 main:574] : INFO : Epoch 1644 | loss: 0.0311764 | val_loss: 0.031178 | Time: 4723.28 ms [2022-04-20 03:47:04 main:574] : INFO : Epoch 1645 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 4752.23 ms [2022-04-20 03:47:09 main:574] : INFO : Epoch 1646 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 4728.88 ms [2022-04-20 03:47:13 main:574] : INFO : Epoch 1647 | loss: 0.0311792 | val_loss: 0.0311895 | Time: 4684.16 ms [2022-04-20 03:47:18 main:574] : INFO : Epoch 1648 | loss: 0.0311788 | val_loss: 0.0311794 | Time: 4733.43 ms [2022-04-20 03:47:23 main:574] : INFO : Epoch 1649 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 4723.37 ms [2022-04-20 03:47:27 main:574] : INFO : Epoch 1650 | loss: 0.0311744 | val_loss: 0.031179 | Time: 4723.8 ms [2022-04-20 03:47:32 main:574] : INFO : Epoch 1651 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 4738.92 ms [2022-04-20 03:47:37 main:574] : INFO : Epoch 1652 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 4759.13 ms [2022-04-20 03:47:42 main:574] : INFO : Epoch 1653 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 4746.73 ms [2022-04-20 03:47:46 main:574] : INFO : Epoch 1654 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 4740.49 ms [2022-04-20 03:47:51 main:574] : INFO : Epoch 1655 | loss: 0.031173 | val_loss: 0.0311824 | Time: 4717.62 ms [2022-04-20 03:47:56 main:574] : INFO : Epoch 1656 | loss: 0.0311745 | val_loss: 0.0311855 | Time: 4709.62 ms [2022-04-20 03:48:01 main:574] : INFO : Epoch 1657 | loss: 0.0311743 | val_loss: 0.031181 | Time: 4751.29 ms [2022-04-20 03:48:05 main:574] : INFO : Epoch 1658 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 4762.38 ms [2022-04-20 03:48:10 main:574] : INFO : Epoch 1659 | loss: 0.031172 | val_loss: 0.0311801 | Time: 4719.7 ms [2022-04-20 03:48:15 main:574] : INFO : Epoch 1660 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 4729.1 ms [2022-04-20 03:48:20 main:574] : INFO : Epoch 1661 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 4728.46 ms [2022-04-20 03:48:24 main:574] : INFO : Epoch 1662 | loss: 0.0311741 | val_loss: 0.031183 | Time: 4715.88 ms [2022-04-20 03:48:29 main:574] : INFO : Epoch 1663 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 4706.8 ms [2022-04-20 03:48:34 main:574] : INFO : Epoch 1664 | loss: 0.031172 | val_loss: 0.0311797 | Time: 4790.05 ms [2022-04-20 03:48:39 main:574] : INFO : Epoch 1665 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 4728.15 ms [2022-04-20 03:48:43 main:574] : INFO : Epoch 1666 | loss: 0.0311717 | val_loss: 0.0311793 | Time: 4762.07 ms [2022-04-20 03:48:48 main:574] : INFO : Epoch 1667 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 4730.11 ms [2022-04-20 03:48:53 main:574] : INFO : Epoch 1668 | loss: 0.0311722 | val_loss: 0.0311819 | Time: 4719.12 ms [2022-04-20 03:48:58 main:574] : INFO : Epoch 1669 | loss: 0.031171 | val_loss: 0.0311807 | Time: 4736.39 ms [2022-04-20 03:49:02 main:574] : INFO : Epoch 1670 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 4713.65 ms [2022-04-20 03:49:07 main:574] : INFO : Epoch 1671 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 4657 ms [2022-04-20 03:49:12 main:574] : INFO : Epoch 1672 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 4743.69 ms [2022-04-20 03:49:16 main:574] : INFO : Epoch 1673 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 4696.39 ms [2022-04-20 03:49:21 main:574] : INFO : Epoch 1674 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 4707.75 ms [2022-04-20 03:49:26 main:574] : INFO : Epoch 1675 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 4761.7 ms [2022-04-20 03:49:30 main:574] : INFO : Epoch 1676 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 4662.11 ms [2022-04-20 03:49:35 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 4656.22 ms [2022-04-20 03:49:40 main:574] : INFO : Epoch 1678 | loss: 0.031172 | val_loss: 0.0311761 | Time: 4714.72 ms [2022-04-20 03:49:45 main:574] : INFO : Epoch 1679 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 4682.02 ms [2022-04-20 03:49:49 main:574] : INFO : Epoch 1680 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 4766.5 ms [2022-04-20 03:49:54 main:574] : INFO : Epoch 1681 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 4707.23 ms [2022-04-20 03:49:59 main:574] : INFO : Epoch 1682 | loss: 0.0311732 | val_loss: 0.0311814 | Time: 4739.18 ms [2022-04-20 03:50:04 main:574] : INFO : Epoch 1683 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 4748.38 ms [2022-04-20 03:50:08 main:574] : INFO : Epoch 1684 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 4703.03 ms [2022-04-20 03:50:13 main:574] : INFO : Epoch 1685 | loss: 0.03117 | val_loss: 0.0311762 | Time: 4750.51 ms [2022-04-20 03:50:18 main:574] : INFO : Epoch 1686 | loss: 0.0311698 | val_loss: 0.031175 | Time: 4717.93 ms [2022-04-20 03:50:22 main:574] : INFO : Epoch 1687 | loss: 0.031172 | val_loss: 0.0311768 | Time: 4677.39 ms [2022-04-20 03:50:27 main:574] : INFO : Epoch 1688 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 4717.2 ms [2022-04-20 03:50:32 main:574] : INFO : Epoch 1689 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 4765.72 ms [2022-04-20 03:50:37 main:574] : INFO : Epoch 1690 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 4704.23 ms [2022-04-20 03:50:41 main:574] : INFO : Epoch 1691 | loss: 0.0311693 | val_loss: 0.031174 | Time: 4723.67 ms [2022-04-20 03:50:46 main:574] : INFO : Epoch 1692 | loss: 0.0311686 | val_loss: 0.03118 | Time: 4710.25 ms [2022-04-20 03:50:51 main:574] : INFO : Epoch 1693 | loss: 0.031169 | val_loss: 0.0311753 | Time: 4790.25 ms [2022-04-20 03:50:56 main:574] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.031175 | Time: 4775.36 ms [2022-04-20 03:51:00 main:574] : INFO : Epoch 1695 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 4788.74 ms [2022-04-20 03:51:05 main:574] : INFO : Epoch 1696 | loss: 0.0311705 | val_loss: 0.031174 | Time: 4722 ms [2022-04-20 03:51:10 main:574] : INFO : Epoch 1697 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 4667.43 ms [2022-04-20 03:51:15 main:574] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.0311732 | Time: 4715.38 ms [2022-04-20 03:51:19 main:574] : INFO : Epoch 1699 | loss: 0.031172 | val_loss: 0.0311825 | Time: 4737.29 ms [2022-04-20 03:51:24 main:574] : INFO : Epoch 1700 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 4747.49 ms [2022-04-20 03:51:29 main:574] : INFO : Epoch 1701 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 4726.69 ms [2022-04-20 03:51:33 main:574] : INFO : Epoch 1702 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 4696.97 ms [2022-04-20 03:51:38 main:574] : INFO : Epoch 1703 | loss: 0.0311713 | val_loss: 0.031175 | Time: 4771.02 ms [2022-04-20 03:51:43 main:574] : INFO : Epoch 1704 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 4712.61 ms [2022-04-20 03:51:48 main:574] : INFO : Epoch 1705 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 4680.93 ms [2022-04-20 03:51:52 main:574] : INFO : Epoch 1706 | loss: 0.0311686 | val_loss: 0.031177 | Time: 4737.77 ms [2022-04-20 03:51:57 main:574] : INFO : Epoch 1707 | loss: 0.0311715 | val_loss: 0.0311815 | Time: 4714.8 ms [2022-04-20 03:52:02 main:574] : INFO : Epoch 1708 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 4762.89 ms [2022-04-20 03:52:07 main:574] : INFO : Epoch 1709 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 4699.12 ms [2022-04-20 03:52:11 main:574] : INFO : Epoch 1710 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 4713.4 ms [2022-04-20 03:52:16 main:574] : INFO : Epoch 1711 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 4742.76 ms [2022-04-20 03:52:21 main:574] : INFO : Epoch 1712 | loss: 0.03117 | val_loss: 0.0311755 | Time: 4686.62 ms [2022-04-20 03:52:25 main:574] : INFO : Epoch 1713 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 4750.71 ms [2022-04-20 03:52:30 main:574] : INFO : Epoch 1714 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 4693.48 ms [2022-04-20 03:52:35 main:574] : INFO : Epoch 1715 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 4749.24 ms [2022-04-20 03:52:40 main:574] : INFO : Epoch 1716 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 4739.18 ms [2022-04-20 03:52:44 main:574] : INFO : Epoch 1717 | loss: 0.0311742 | val_loss: 0.0311736 | Time: 4721.81 ms [2022-04-20 03:52:49 main:574] : INFO : Epoch 1718 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 4737.94 ms [2022-04-20 03:52:54 main:574] : INFO : Epoch 1719 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 4741.91 ms [2022-04-20 03:52:59 main:574] : INFO : Epoch 1720 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 4713.19 ms [2022-04-20 03:53:03 main:574] : INFO : Epoch 1721 | loss: 0.0311758 | val_loss: 0.0311745 | Time: 4704.25 ms [2022-04-20 03:53:08 main:574] : INFO : Epoch 1722 | loss: 0.0311771 | val_loss: 0.0311745 | Time: 4722.99 ms [2022-04-20 03:53:13 main:574] : INFO : Epoch 1723 | loss: 0.0311793 | val_loss: 0.0311752 | Time: 4737.29 ms [2022-04-20 03:53:17 main:574] : INFO : Epoch 1724 | loss: 0.0311812 | val_loss: 0.0311765 | Time: 4673.85 ms [2022-04-20 03:53:22 main:574] : INFO : Epoch 1725 | loss: 0.031179 | val_loss: 0.0311745 | Time: 4746.08 ms [2022-04-20 03:53:27 main:574] : INFO : Epoch 1726 | loss: 0.0311782 | val_loss: 0.0311751 | Time: 4703.66 ms [2022-04-20 03:53:32 main:574] : INFO : Epoch 1727 | loss: 0.0311764 | val_loss: 0.0311721 | Time: 4728.85 ms [2022-04-20 03:53:36 main:574] : INFO : Epoch 1728 | loss: 0.031175 | val_loss: 0.0311728 | Time: 4689.95 ms [2022-04-20 03:53:41 main:574] : INFO : Epoch 1729 | loss: 0.0311752 | val_loss: 0.0311707 | Time: 4718.89 ms [2022-04-20 03:53:46 main:574] : INFO : Epoch 1730 | loss: 0.031178 | val_loss: 0.0311763 | Time: 4689.13 ms [2022-04-20 03:53:50 main:574] : INFO : Epoch 1731 | loss: 0.0311769 | val_loss: 0.0311753 | Time: 4674.4 ms [2022-04-20 03:53:55 main:574] : INFO : Epoch 1732 | loss: 0.0311749 | val_loss: 0.0311716 | Time: 4702.26 ms [2022-04-20 03:54:00 main:574] : INFO : Epoch 1733 | loss: 0.0311743 | val_loss: 0.0311731 | Time: 4722.12 ms [2022-04-20 03:54:05 main:574] : INFO : Epoch 1734 | loss: 0.0311732 | val_loss: 0.0311708 | Time: 4709.23 ms [2022-04-20 03:54:09 main:574] : INFO : Epoch 1735 | loss: 0.0311732 | val_loss: 0.0311723 | Time: 4663.52 ms [2022-04-20 03:54:14 main:574] : INFO : Epoch 1736 | loss: 0.0311739 | val_loss: 0.0311729 | Time: 4734.94 ms [2022-04-20 03:54:19 main:574] : INFO : Epoch 1737 | loss: 0.031177 | val_loss: 0.0311732 | Time: 4734.85 ms [2022-04-20 03:54:23 main:574] : INFO : Epoch 1738 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 4685.41 ms [2022-04-20 03:54:28 main:574] : INFO : Epoch 1739 | loss: 0.0311753 | val_loss: 0.031175 | Time: 4687.43 ms [2022-04-20 03:54:33 main:574] : INFO : Epoch 1740 | loss: 0.0311746 | val_loss: 0.0311705 | Time: 4698.47 ms [2022-04-20 03:54:38 main:574] : INFO : Epoch 1741 | loss: 0.0311737 | val_loss: 0.031173 | Time: 4717.6 ms [2022-04-20 03:54:42 main:574] : INFO : Epoch 1742 | loss: 0.0311768 | val_loss: 0.0311755 | Time: 4704.83 ms [2022-04-20 03:54:47 main:574] : INFO : Epoch 1743 | loss: 0.0311739 | val_loss: 0.0311716 | Time: 4705.42 ms [2022-04-20 03:54:52 main:574] : INFO : Epoch 1744 | loss: 0.0311728 | val_loss: 0.0311725 | Time: 4684.5 ms [2022-04-20 03:54:56 main:574] : INFO : Epoch 1745 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 4705.18 ms [2022-04-20 03:55:01 main:574] : INFO : Epoch 1746 | loss: 0.0312088 | val_loss: 0.0312198 | Time: 4697.19 ms [2022-04-20 03:55:06 main:574] : INFO : Epoch 1747 | loss: 0.0312321 | val_loss: 0.0312443 | Time: 4712.4 ms [2022-04-20 03:55:10 main:574] : INFO : Epoch 1748 | loss: 0.0312304 | val_loss: 0.0312246 | Time: 4728.87 ms [2022-04-20 03:55:15 main:574] : INFO : Epoch 1749 | loss: 0.0312263 | val_loss: 0.0312216 | Time: 4715.6 ms [2022-04-20 03:55:20 main:574] : INFO : Epoch 1750 | loss: 0.0312287 | val_loss: 0.031224 | Time: 4709.43 ms [2022-04-20 03:55:25 main:574] : INFO : Epoch 1751 | loss: 0.0312308 | val_loss: 0.0312224 | Time: 4738.89 ms [2022-04-20 03:55:29 main:574] : INFO : Epoch 1752 | loss: 0.0312235 | val_loss: 0.0312191 | Time: 4748.77 ms [2022-04-20 03:55:34 main:574] : INFO : Epoch 1753 | loss: 0.0312222 | val_loss: 0.0312178 | Time: 4773.72 ms [2022-04-20 03:55:39 main:574] : INFO : Epoch 1754 | loss: 0.0312209 | val_loss: 0.0312142 | Time: 4743.39 ms [2022-04-20 03:55:44 main:574] : INFO : Epoch 1755 | loss: 0.0312157 | val_loss: 0.0312107 | Time: 4719.18 ms [2022-04-20 03:55:48 main:574] : INFO : Epoch 1756 | loss: 0.0312108 | val_loss: 0.0312062 | Time: 4674.36 ms [2022-04-20 03:55:53 main:574] : INFO : Epoch 1757 | loss: 0.031207 | val_loss: 0.0312053 | Time: 4732.96 ms [2022-04-20 03:55:58 main:574] : INFO : Epoch 1758 | loss: 0.0312071 | val_loss: 0.0312056 | Time: 4745.49 ms [2022-04-20 03:56:03 main:574] : INFO : Epoch 1759 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 4650.42 ms [2022-04-20 03:56:07 main:574] : INFO : Epoch 1760 | loss: 0.0312065 | val_loss: 0.0312068 | Time: 4658.51 ms [2022-04-20 03:56:12 main:574] : INFO : Epoch 1761 | loss: 0.0312067 | val_loss: 0.0312049 | Time: 4648.54 ms [2022-04-20 03:56:17 main:574] : INFO : Epoch 1762 | loss: 0.0312058 | val_loss: 0.031205 | Time: 4735.87 ms [2022-04-20 03:56:21 main:574] : INFO : Epoch 1763 | loss: 0.0312098 | val_loss: 0.0312123 | Time: 4681.91 ms [2022-04-20 03:56:26 main:574] : INFO : Epoch 1764 | loss: 0.0312132 | val_loss: 0.031211 | Time: 4708.22 ms [2022-04-20 03:56:31 main:574] : INFO : Epoch 1765 | loss: 0.0312102 | val_loss: 0.0312099 | Time: 4683.01 ms [2022-04-20 03:56:35 main:574] : INFO : Epoch 1766 | loss: 0.0312102 | val_loss: 0.0312054 | Time: 4727.19 ms [2022-04-20 03:56:40 main:574] : INFO : Epoch 1767 | loss: 0.0312092 | val_loss: 0.0312053 | Time: 4737.39 ms [2022-04-20 03:56:45 main:574] : INFO : Epoch 1768 | loss: 0.0312074 | val_loss: 0.0312039 | Time: 4695.5 ms [2022-04-20 03:56:50 main:574] : INFO : Epoch 1769 | loss: 0.0312091 | val_loss: 0.0312044 | Time: 4800.84 ms [2022-04-20 03:56:54 main:574] : INFO : Epoch 1770 | loss: 0.0312082 | val_loss: 0.0312056 | Time: 4739.71 ms [2022-04-20 03:56:59 main:574] : INFO : Epoch 1771 | loss: 0.031211 | val_loss: 0.0312058 | Time: 4725.38 ms [2022-04-20 03:57:04 main:574] : INFO : Epoch 1772 | loss: 0.0312067 | val_loss: 0.0312036 | Time: 4728.96 ms [2022-04-20 03:57:09 main:574] : INFO : Epoch 1773 | loss: 0.031208 | val_loss: 0.0312032 | Time: 4727.24 ms [2022-04-20 03:57:13 main:574] : INFO : Epoch 1774 | loss: 0.0312055 | val_loss: 0.031204 | Time: 4711.7 ms [2022-04-20 03:57:18 main:574] : INFO : Epoch 1775 | loss: 0.0312042 | val_loss: 0.0312046 | Time: 4714.52 ms [2022-04-20 03:57:23 main:574] : INFO : Epoch 1776 | loss: 0.031203 | val_loss: 0.0312023 | Time: 4721.49 ms [2022-04-20 03:57:27 main:574] : INFO : Epoch 1777 | loss: 0.0312036 | val_loss: 0.0312016 | Time: 4705.76 ms [2022-04-20 03:57:32 main:574] : INFO : Epoch 1778 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 4733.36 ms [2022-04-20 03:57:37 main:574] : INFO : Epoch 1779 | loss: 0.0312023 | val_loss: 0.0312017 | Time: 4720.66 ms [2022-04-20 03:57:42 main:574] : INFO : Epoch 1780 | loss: 0.0312033 | val_loss: 0.0312015 | Time: 4713.67 ms [2022-04-20 03:57:46 main:574] : INFO : Epoch 1781 | loss: 0.0312031 | val_loss: 0.0312027 | Time: 4702.01 ms [2022-04-20 03:57:51 main:574] : INFO : Epoch 1782 | loss: 0.0312028 | val_loss: 0.0312015 | Time: 4698.54 ms [2022-04-20 03:57:56 main:574] : INFO : Epoch 1783 | loss: 0.0312023 | val_loss: 0.0312003 | Time: 4655.69 ms [2022-04-20 03:58:00 main:574] : INFO : Epoch 1784 | loss: 0.0312015 | val_loss: 0.0312006 | Time: 4715.96 ms [2022-04-20 03:58:05 main:574] : INFO : Epoch 1785 | loss: 0.0312012 | val_loss: 0.0312003 | Time: 4724.84 ms [2022-04-20 03:58:10 main:574] : INFO : Epoch 1786 | loss: 0.0312022 | val_loss: 0.0312014 | Time: 4755.78 ms [2022-04-20 03:58:15 main:574] : INFO : Epoch 1787 | loss: 0.0312012 | val_loss: 0.0312008 | Time: 4703.36 ms [2022-04-20 03:58:19 main:574] : INFO : Epoch 1788 | loss: 0.0312021 | val_loss: 0.0311999 | Time: 4740.51 ms [2022-04-20 03:58:24 main:574] : INFO : Epoch 1789 | loss: 0.0312022 | val_loss: 0.0312067 | Time: 4742.45 ms [2022-04-20 03:58:29 main:574] : INFO : Epoch 1790 | loss: 0.0312049 | val_loss: 0.0312072 | Time: 4758.52 ms [2022-04-20 03:58:34 main:574] : INFO : Epoch 1791 | loss: 0.0312019 | val_loss: 0.0312026 | Time: 4729.9 ms [2022-04-20 03:58:38 main:574] : INFO : Epoch 1792 | loss: 0.0312018 | val_loss: 0.0312029 | Time: 4694.49 ms [2022-04-20 03:58:43 main:574] : INFO : Epoch 1793 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 4783.53 ms [2022-04-20 03:58:48 main:574] : INFO : Epoch 1794 | loss: 0.0312008 | val_loss: 0.0311999 | Time: 4719.07 ms [2022-04-20 03:58:53 main:574] : INFO : Epoch 1795 | loss: 0.0312011 | val_loss: 0.0312 | Time: 4708.79 ms [2022-04-20 03:58:57 main:574] : INFO : Epoch 1796 | loss: 0.0312007 | val_loss: 0.0311998 | Time: 4700.85 ms [2022-04-20 03:59:02 main:574] : INFO : Epoch 1797 | loss: 0.0312011 | val_loss: 0.0311999 | Time: 4707.06 ms [2022-04-20 03:59:07 main:574] : INFO : Epoch 1798 | loss: 0.0312014 | val_loss: 0.0312034 | Time: 4701.15 ms [2022-04-20 03:59:11 main:574] : INFO : Epoch 1799 | loss: 0.0312007 | val_loss: 0.0311999 | Time: 4699.38 ms [2022-04-20 03:59:16 main:574] : INFO : Epoch 1800 | loss: 0.0312007 | val_loss: 0.0312021 | Time: 4743.32 ms [2022-04-20 03:59:21 main:574] : INFO : Epoch 1801 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 4713.41 ms [2022-04-20 03:59:26 main:574] : INFO : Epoch 1802 | loss: 0.0311998 | val_loss: 0.0312001 | Time: 4743.14 ms [2022-04-20 03:59:30 main:574] : INFO : Epoch 1803 | loss: 0.0312003 | val_loss: 0.0312047 | Time: 4719.79 ms [2022-04-20 03:59:35 main:574] : INFO : Epoch 1804 | loss: 0.0312003 | val_loss: 0.0311994 | Time: 4716.21 ms [2022-04-20 03:59:40 main:574] : INFO : Epoch 1805 | loss: 0.0311995 | val_loss: 0.031201 | Time: 4727.05 ms [2022-04-20 03:59:44 main:574] : INFO : Epoch 1806 | loss: 0.0311993 | val_loss: 0.0311989 | Time: 4738.09 ms [2022-04-20 03:59:49 main:574] : INFO : Epoch 1807 | loss: 0.0311987 | val_loss: 0.0311995 | Time: 4669.48 ms [2022-04-20 03:59:54 main:574] : INFO : Epoch 1808 | loss: 0.0311988 | val_loss: 0.0312009 | Time: 4750.87 ms [2022-04-20 03:59:59 main:574] : INFO : Epoch 1809 | loss: 0.0311992 | val_loss: 0.0312002 | Time: 4697.03 ms [2022-04-20 04:00:03 main:574] : INFO : Epoch 1810 | loss: 0.0311993 | val_loss: 0.0312016 | Time: 4724.66 ms [2022-04-20 04:00:08 main:574] : INFO : Epoch 1811 | loss: 0.0311996 | val_loss: 0.0311984 | Time: 4736.54 ms [2022-04-20 04:00:13 main:574] : INFO : Epoch 1812 | loss: 0.0311988 | val_loss: 0.0311987 | Time: 4756.31 ms [2022-04-20 04:00:18 main:574] : INFO : Epoch 1813 | loss: 0.031198 | val_loss: 0.0312005 | Time: 4731.74 ms [2022-04-20 04:00:22 main:574] : INFO : Epoch 1814 | loss: 0.0311993 | val_loss: 0.0312015 | Time: 4825.7 ms [2022-04-20 04:00:27 main:574] : INFO : Epoch 1815 | loss: 0.0312001 | val_loss: 0.0311993 | Time: 4724.68 ms [2022-04-20 04:00:32 main:574] : INFO : Epoch 1816 | loss: 0.0311989 | val_loss: 0.0312005 | Time: 4707.25 ms [2022-04-20 04:00:37 main:574] : INFO : Epoch 1817 | loss: 0.0311989 | val_loss: 0.0311989 | Time: 4764.94 ms [2022-04-20 04:00:41 main:574] : INFO : Epoch 1818 | loss: 0.0311978 | val_loss: 0.0311988 | Time: 4775.41 ms [2022-04-20 04:00:46 main:574] : INFO : Epoch 1819 | loss: 0.031198 | val_loss: 0.0311987 | Time: 4698.09 ms [2022-04-20 04:00:51 main:574] : INFO : Epoch 1820 | loss: 0.0311989 | val_loss: 0.0311991 | Time: 4696.09 ms [2022-04-20 04:00:56 main:574] : INFO : Epoch 1821 | loss: 0.0311988 | val_loss: 0.0312001 | Time: 4753.09 ms [2022-04-20 04:01:00 main:574] : INFO : Epoch 1822 | loss: 0.0311983 | val_loss: 0.0311982 | Time: 4703.65 ms [2022-04-20 04:01:05 main:574] : INFO : Epoch 1823 | loss: 0.0311977 | val_loss: 0.0312 | Time: 4726.22 ms [2022-04-20 04:01:10 main:574] : INFO : Epoch 1824 | loss: 0.0311989 | val_loss: 0.0311996 | Time: 4755.19 ms [2022-04-20 04:01:14 main:574] : INFO : Epoch 1825 | loss: 0.0311996 | val_loss: 0.0311986 | Time: 4711.88 ms [2022-04-20 04:01:19 main:574] : INFO : Epoch 1826 | loss: 0.0311983 | val_loss: 0.0311983 | Time: 4747.06 ms [2022-04-20 04:01:24 main:574] : INFO : Epoch 1827 | loss: 0.0311974 | val_loss: 0.031198 | Time: 4727.35 ms [2022-04-20 04:01:29 main:574] : INFO : Epoch 1828 | loss: 0.0311999 | val_loss: 0.0312059 | Time: 4768.38 ms [2022-04-20 04:01:33 main:574] : INFO : Epoch 1829 | loss: 0.0312062 | val_loss: 0.0312047 | Time: 4703.37 ms [2022-04-20 04:01:38 main:574] : INFO : Epoch 1830 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 4776.64 ms [2022-04-20 04:01:43 main:574] : INFO : Epoch 1831 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 4696.51 ms [2022-04-20 04:01:48 main:574] : INFO : Epoch 1832 | loss: 0.0311987 | val_loss: 0.0311986 | Time: 4720.27 ms [2022-04-20 04:01:52 main:574] : INFO : Epoch 1833 | loss: 0.031199 | val_loss: 0.0311983 | Time: 4636.72 ms [2022-04-20 04:01:57 main:574] : INFO : Epoch 1834 | loss: 0.0311995 | val_loss: 0.031209 | Time: 4790.02 ms [2022-04-20 04:02:02 main:574] : INFO : Epoch 1835 | loss: 0.0312017 | val_loss: 0.0311985 | Time: 4693.16 ms [2022-04-20 04:02:06 main:574] : INFO : Epoch 1836 | loss: 0.0311991 | val_loss: 0.0311978 | Time: 4708.87 ms [2022-04-20 04:02:11 main:574] : INFO : Epoch 1837 | loss: 0.0311982 | val_loss: 0.0312002 | Time: 4727.86 ms [2022-04-20 04:02:16 main:574] : INFO : Epoch 1838 | loss: 0.0311979 | val_loss: 0.0311978 | Time: 4712.04 ms [2022-04-20 04:02:21 main:574] : INFO : Epoch 1839 | loss: 0.0311973 | val_loss: 0.0311989 | Time: 4731.08 ms [2022-04-20 04:02:25 main:574] : INFO : Epoch 1840 | loss: 0.0311978 | val_loss: 0.0311979 | Time: 4719.28 ms [2022-04-20 04:02:30 main:574] : INFO : Epoch 1841 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 4703.2 ms [2022-04-20 04:02:35 main:574] : INFO : Epoch 1842 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 4687.25 ms [2022-04-20 04:02:40 main:574] : INFO : Epoch 1843 | loss: 0.0311981 | val_loss: 0.0311986 | Time: 4790.71 ms [2022-04-20 04:02:44 main:574] : INFO : Epoch 1844 | loss: 0.0311978 | val_loss: 0.0311978 | Time: 4732.14 ms [2022-04-20 04:02:49 main:574] : INFO : Epoch 1845 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 4689.71 ms [2022-04-20 04:02:54 main:574] : INFO : Epoch 1846 | loss: 0.0311981 | val_loss: 0.0311978 | Time: 4694.96 ms [2022-04-20 04:02:58 main:574] : INFO : Epoch 1847 | loss: 0.031198 | val_loss: 0.0311988 | Time: 4777.56 ms [2022-04-20 04:03:03 main:574] : INFO : Epoch 1848 | loss: 0.0311989 | val_loss: 0.0311974 | Time: 4713.54 ms [2022-04-20 04:03:08 main:574] : INFO : Epoch 1849 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 4721.2 ms [2022-04-20 04:03:13 main:574] : INFO : Epoch 1850 | loss: 0.0311965 | val_loss: 0.0311979 | Time: 4705.93 ms [2022-04-20 04:03:17 main:574] : INFO : Epoch 1851 | loss: 0.0311971 | val_loss: 0.0311978 | Time: 4722.34 ms [2022-04-20 04:03:22 main:574] : INFO : Epoch 1852 | loss: 0.0311991 | val_loss: 0.0312013 | Time: 4715.41 ms [2022-04-20 04:03:27 main:574] : INFO : Epoch 1853 | loss: 0.0311998 | val_loss: 0.0311993 | Time: 4748.86 ms [2022-04-20 04:03:32 main:574] : INFO : Epoch 1854 | loss: 0.0311995 | val_loss: 0.0312017 | Time: 4760.02 ms [2022-04-20 04:03:36 main:574] : INFO : Epoch 1855 | loss: 0.0312017 | val_loss: 0.0312005 | Time: 4721.22 ms [2022-04-20 04:03:41 main:574] : INFO : Epoch 1856 | loss: 0.0312008 | val_loss: 0.0312035 | Time: 4720.21 ms [2022-04-20 04:03:46 main:574] : INFO : Epoch 1857 | loss: 0.0312017 | val_loss: 0.0312041 | Time: 4720.57 ms [2022-04-20 04:03:51 main:574] : INFO : Epoch 1858 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 4740.44 ms [2022-04-20 04:03:55 main:574] : INFO : Epoch 1859 | loss: 0.0311986 | val_loss: 0.0312 | Time: 4731.45 ms [2022-04-20 04:04:00 main:574] : INFO : Epoch 1860 | loss: 0.0311991 | val_loss: 0.0312002 | Time: 4755.96 ms [2022-04-20 04:04:05 main:574] : INFO : Epoch 1861 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 4695.76 ms [2022-04-20 04:04:09 main:574] : INFO : Epoch 1862 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 4665.16 ms [2022-04-20 04:04:14 main:574] : INFO : Epoch 1863 | loss: 0.0311981 | val_loss: 0.0311988 | Time: 4712.71 ms [2022-04-20 04:04:19 main:574] : INFO : Epoch 1864 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 4768.1 ms [2022-04-20 04:04:24 main:574] : INFO : Epoch 1865 | loss: 0.0311998 | val_loss: 0.0312007 | Time: 4714.35 ms [2022-04-20 04:04:28 main:574] : INFO : Epoch 1866 | loss: 0.0311976 | val_loss: 0.0311981 | Time: 4684.76 ms [2022-04-20 04:04:33 main:574] : INFO : Epoch 1867 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 4737.87 ms [2022-04-20 04:04:38 main:574] : INFO : Epoch 1868 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 4710.34 ms [2022-04-20 04:04:42 main:574] : INFO : Epoch 1869 | loss: 0.0311975 | val_loss: 0.031198 | Time: 4720.31 ms [2022-04-20 04:04:47 main:574] : INFO : Epoch 1870 | loss: 0.031197 | val_loss: 0.0311975 | Time: 4721.6 ms [2022-04-20 04:04:52 main:574] : INFO : Epoch 1871 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 4710.39 ms [2022-04-20 04:04:57 main:574] : INFO : Epoch 1872 | loss: 0.0311976 | val_loss: 0.0312009 | Time: 4730.55 ms [2022-04-20 04:05:01 main:574] : INFO : Epoch 1873 | loss: 0.0311978 | val_loss: 0.0312004 | Time: 4707.77 ms [2022-04-20 04:05:06 main:574] : INFO : Epoch 1874 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 4729.99 ms [2022-04-20 04:05:11 main:574] : INFO : Epoch 1875 | loss: 0.031197 | val_loss: 0.0311972 | Time: 4732.34 ms [2022-04-20 04:05:16 main:574] : INFO : Epoch 1876 | loss: 0.0311968 | val_loss: 0.0311991 | Time: 4729.88 ms [2022-04-20 04:05:20 main:574] : INFO : Epoch 1877 | loss: 0.0311989 | val_loss: 0.0312005 | Time: 4720.01 ms [2022-04-20 04:05:25 main:574] : INFO : Epoch 1878 | loss: 0.0311976 | val_loss: 0.0311998 | Time: 4767.62 ms [2022-04-20 04:05:30 main:574] : INFO : Epoch 1879 | loss: 0.0311972 | val_loss: 0.0311982 | Time: 4724.38 ms [2022-04-20 04:05:35 main:574] : INFO : Epoch 1880 | loss: 0.0311964 | val_loss: 0.031198 | Time: 4704.99 ms [2022-04-20 04:05:39 main:574] : INFO : Epoch 1881 | loss: 0.0311968 | val_loss: 0.031198 | Time: 4766.8 ms [2022-04-20 04:05:44 main:574] : INFO : Epoch 1882 | loss: 0.0311985 | val_loss: 0.0312069 | Time: 4737.33 ms [2022-04-20 04:05:49 main:574] : INFO : Epoch 1883 | loss: 0.0311992 | val_loss: 0.0311983 | Time: 4748.64 ms [2022-04-20 04:05:54 main:574] : INFO : Epoch 1884 | loss: 0.0311972 | val_loss: 0.0311978 | Time: 4728.06 ms [2022-04-20 04:05:58 main:574] : INFO : Epoch 1885 | loss: 0.0311964 | val_loss: 0.031198 | Time: 4772.04 ms [2022-04-20 04:06:03 main:574] : INFO : Epoch 1886 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 4767.77 ms [2022-04-20 04:06:08 main:574] : INFO : Epoch 1887 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 4751.68 ms [2022-04-20 04:06:12 main:574] : INFO : Epoch 1888 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 4613.61 ms [2022-04-20 04:06:17 main:574] : INFO : Epoch 1889 | loss: 0.0311957 | val_loss: 0.031197 | Time: 4688.9 ms [2022-04-20 04:06:22 main:574] : INFO : Epoch 1890 | loss: 0.0311955 | val_loss: 0.0311972 | Time: 4761.67 ms [2022-04-20 04:06:27 main:574] : INFO : Epoch 1891 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 4713.59 ms [2022-04-20 04:06:31 main:574] : INFO : Epoch 1892 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 4737.16 ms [2022-04-20 04:06:36 main:574] : INFO : Epoch 1893 | loss: 0.0311972 | val_loss: 0.0311978 | Time: 4753.57 ms [2022-04-20 04:06:41 main:574] : INFO : Epoch 1894 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 4737.2 ms [2022-04-20 04:06:46 main:574] : INFO : Epoch 1895 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 4699.31 ms [2022-04-20 04:06:50 main:574] : INFO : Epoch 1896 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 4744.56 ms [2022-04-20 04:06:55 main:574] : INFO : Epoch 1897 | loss: 0.0311958 | val_loss: 0.0311964 | Time: 4734.08 ms [2022-04-20 04:07:00 main:574] : INFO : Epoch 1898 | loss: 0.0311952 | val_loss: 0.0311981 | Time: 4700.59 ms [2022-04-20 04:07:04 main:574] : INFO : Epoch 1899 | loss: 0.0311953 | val_loss: 0.0311969 | Time: 4682.81 ms [2022-04-20 04:07:09 main:574] : INFO : Epoch 1900 | loss: 0.0311961 | val_loss: 0.0311988 | Time: 4724.85 ms [2022-04-20 04:07:14 main:574] : INFO : Epoch 1901 | loss: 0.0311966 | val_loss: 0.0311968 | Time: 4691.51 ms [2022-04-20 04:07:19 main:574] : INFO : Epoch 1902 | loss: 0.0311964 | val_loss: 0.0311987 | Time: 4711.17 ms [2022-04-20 04:07:23 main:574] : INFO : Epoch 1903 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 4711.49 ms [2022-04-20 04:07:28 main:574] : INFO : Epoch 1904 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 4769.19 ms [2022-04-20 04:07:33 main:574] : INFO : Epoch 1905 | loss: 0.0311955 | val_loss: 0.0311976 | Time: 4768.2 ms [2022-04-20 04:07:38 main:574] : INFO : Epoch 1906 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 4739.58 ms [2022-04-20 04:07:42 main:574] : INFO : Epoch 1907 | loss: 0.031196 | val_loss: 0.0311973 | Time: 4691.91 ms [2022-04-20 04:07:47 main:574] : INFO : Epoch 1908 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 4720.2 ms [2022-04-20 04:07:52 main:574] : INFO : Epoch 1909 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 4789.51 ms [2022-04-20 04:07:57 main:574] : INFO : Epoch 1910 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 4711.07 ms [2022-04-20 04:08:01 main:574] : INFO : Epoch 1911 | loss: 0.0311951 | val_loss: 0.0311967 | Time: 4696.38 ms [2022-04-20 04:08:06 main:574] : INFO : Epoch 1912 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 4679.91 ms [2022-04-20 04:08:11 main:574] : INFO : Epoch 1913 | loss: 0.0311972 | val_loss: 0.031197 | Time: 4744.2 ms [2022-04-20 04:08:15 main:574] : INFO : Epoch 1914 | loss: 0.0311963 | val_loss: 0.0311973 | Time: 4787.73 ms [2022-04-20 04:08:20 main:574] : INFO : Epoch 1915 | loss: 0.0311961 | val_loss: 0.031197 | Time: 4708.16 ms [2022-04-20 04:08:25 main:574] : INFO : Epoch 1916 | loss: 0.0311954 | val_loss: 0.0311965 | Time: 4716.8 ms [2022-04-20 04:08:30 main:574] : INFO : Epoch 1917 | loss: 0.031195 | val_loss: 0.0311973 | Time: 4716.57 ms [2022-04-20 04:08:34 main:574] : INFO : Epoch 1918 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 4700.96 ms [2022-04-20 04:08:39 main:574] : INFO : Epoch 1919 | loss: 0.0311951 | val_loss: 0.0311979 | Time: 4740.62 ms [2022-04-20 04:08:44 main:574] : INFO : Epoch 1920 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 4681.09 ms [2022-04-20 04:08:48 main:574] : INFO : Epoch 1921 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 4705.81 ms [2022-04-20 04:08:53 main:574] : INFO : Epoch 1922 | loss: 0.0311948 | val_loss: 0.0311963 | Time: 4732.71 ms [2022-04-20 04:08:58 main:574] : INFO : Epoch 1923 | loss: 0.0311946 | val_loss: 0.0311967 | Time: 4766.52 ms [2022-04-20 04:09:03 main:574] : INFO : Epoch 1924 | loss: 0.0311951 | val_loss: 0.0311969 | Time: 4641.56 ms [2022-04-20 04:09:07 main:574] : INFO : Epoch 1925 | loss: 0.0311952 | val_loss: 0.0311962 | Time: 4843.98 ms [2022-04-20 04:09:12 main:574] : INFO : Epoch 1926 | loss: 0.0311943 | val_loss: 0.0311966 | Time: 4769.09 ms [2022-04-20 04:09:17 main:574] : INFO : Epoch 1927 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 4761.34 ms [2022-04-20 04:09:22 main:574] : INFO : Epoch 1928 | loss: 0.0311967 | val_loss: 0.0311973 | Time: 4726.34 ms [2022-04-20 04:09:26 main:574] : INFO : Epoch 1929 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 4736.11 ms [2022-04-20 04:09:31 main:574] : INFO : Epoch 1930 | loss: 0.0311945 | val_loss: 0.0311969 | Time: 4735.15 ms [2022-04-20 04:09:36 main:574] : INFO : Epoch 1931 | loss: 0.0311943 | val_loss: 0.0311989 | Time: 4808.75 ms [2022-04-20 04:09:41 main:574] : INFO : Epoch 1932 | loss: 0.0311942 | val_loss: 0.0311968 | Time: 4818.07 ms [2022-04-20 04:09:46 main:574] : INFO : Epoch 1933 | loss: 0.0311939 | val_loss: 0.0311969 | Time: 4740.23 ms [2022-04-20 04:09:50 main:574] : INFO : Epoch 1934 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 4779.63 ms [2022-04-20 04:09:55 main:574] : INFO : Epoch 1935 | loss: 0.0311946 | val_loss: 0.0311998 | Time: 4759.05 ms [2022-04-20 04:10:00 main:574] : INFO : Epoch 1936 | loss: 0.0311964 | val_loss: 0.0311974 | Time: 4714.83 ms [2022-04-20 04:10:05 main:574] : INFO : Epoch 1937 | loss: 0.0311955 | val_loss: 0.0312007 | Time: 4809 ms [2022-04-20 04:10:10 main:574] : INFO : Epoch 1938 | loss: 0.0311973 | val_loss: 0.0311995 | Time: 5277.7 ms [2022-04-20 04:10:15 main:574] : INFO : Epoch 1939 | loss: 0.0311979 | val_loss: 0.0312013 | Time: 4654.04 ms [2022-04-20 04:10:20 main:574] : INFO : Epoch 1940 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 5547.93 ms [2022-04-20 04:10:25 main:574] : INFO : Epoch 1941 | loss: 0.0319187 | val_loss: 0.0318778 | Time: 4748.77 ms [2022-04-20 04:10:30 main:574] : INFO : Epoch 1942 | loss: 0.0382654 | val_loss: 0.0325675 | Time: 4739.27 ms [2022-04-20 04:10:34 main:574] : INFO : Epoch 1943 | loss: 0.0320018 | val_loss: 0.0314922 | Time: 4722.37 ms [2022-04-20 04:10:39 main:574] : INFO : Epoch 1944 | loss: 0.0313437 | val_loss: 0.0312566 | Time: 4751.98 ms [2022-04-20 04:10:44 main:574] : INFO : Epoch 1945 | loss: 0.0312439 | val_loss: 0.0312348 | Time: 4733.13 ms [2022-04-20 04:10:49 main:574] : INFO : Epoch 1946 | loss: 0.0312276 | val_loss: 0.0312216 | Time: 4723.66 ms [2022-04-20 04:10:53 main:574] : INFO : Epoch 1947 | loss: 0.0312195 | val_loss: 0.0312161 | Time: 4695.56 ms [2022-04-20 04:10:58 main:574] : INFO : Epoch 1948 | loss: 0.0312155 | val_loss: 0.0312126 | Time: 4734.8 ms [2022-04-20 04:11:03 main:574] : INFO : Epoch 1949 | loss: 0.0312123 | val_loss: 0.0312102 | Time: 4715.48 ms [2022-04-20 04:11:07 main:574] : INFO : Epoch 1950 | loss: 0.0312104 | val_loss: 0.0312099 | Time: 4749.51 ms [2022-04-20 04:11:12 main:574] : INFO : Epoch 1951 | loss: 0.0312086 | val_loss: 0.0312081 | Time: 4819.24 ms [2022-04-20 04:11:17 main:574] : INFO : Epoch 1952 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 4744.64 ms [2022-04-20 04:11:22 main:574] : INFO : Epoch 1953 | loss: 0.0312064 | val_loss: 0.0312067 | Time: 4700.82 ms [2022-04-20 04:11:26 main:574] : INFO : Epoch 1954 | loss: 0.0312047 | val_loss: 0.031206 | Time: 4703.11 ms [2022-04-20 04:11:31 main:574] : INFO : Epoch 1955 | loss: 0.0312037 | val_loss: 0.0312038 | Time: 4662.58 ms [2022-04-20 04:11:36 main:574] : INFO : Epoch 1956 | loss: 0.0312037 | val_loss: 0.0312043 | Time: 4712.7 ms [2022-04-20 04:11:41 main:574] : INFO : Epoch 1957 | loss: 0.0312035 | val_loss: 0.0312069 | Time: 4710.37 ms [2022-04-20 04:11:45 main:574] : INFO : Epoch 1958 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 4772.33 ms [2022-04-20 04:11:50 main:574] : INFO : Epoch 1959 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 4733.55 ms [2022-04-20 04:11:55 main:574] : INFO : Epoch 1960 | loss: 0.0312031 | val_loss: 0.0312057 | Time: 4715.54 ms [2022-04-20 04:12:00 main:574] : INFO : Epoch 1961 | loss: 0.0312029 | val_loss: 0.0312036 | Time: 4762.24 ms [2022-04-20 04:12:04 main:574] : INFO : Epoch 1962 | loss: 0.0312021 | val_loss: 0.0312032 | Time: 4682.18 ms [2022-04-20 04:12:09 main:574] : INFO : Epoch 1963 | loss: 0.0312025 | val_loss: 0.0312067 | Time: 4754.33 ms [2022-04-20 04:12:14 main:574] : INFO : Epoch 1964 | loss: 0.0312026 | val_loss: 0.031202 | Time: 4745.7 ms [2022-04-20 04:12:18 main:574] : INFO : Epoch 1965 | loss: 0.0312015 | val_loss: 0.0312018 | Time: 4701.96 ms [2022-04-20 04:12:23 main:574] : INFO : Epoch 1966 | loss: 0.0312014 | val_loss: 0.031203 | Time: 4698.66 ms [2022-04-20 04:12:28 main:574] : INFO : Epoch 1967 | loss: 0.0312 | val_loss: 0.0312 | Time: 4704.7 ms [2022-04-20 04:12:33 main:574] : INFO : Epoch 1968 | loss: 0.0311992 | val_loss: 0.0311998 | Time: 4757.95 ms [2022-04-20 04:12:37 main:574] : INFO : Epoch 1969 | loss: 0.0311999 | val_loss: 0.0311998 | Time: 4751.33 ms [2022-04-20 04:12:42 main:574] : INFO : Epoch 1970 | loss: 0.0311996 | val_loss: 0.0312 | Time: 4719.85 ms [2022-04-20 04:12:47 main:574] : INFO : Epoch 1971 | loss: 0.0311991 | val_loss: 0.0312007 | Time: 4761.36 ms [2022-04-20 04:12:52 main:574] : INFO : Epoch 1972 | loss: 0.0311986 | val_loss: 0.0311997 | Time: 4695.33 ms [2022-04-20 04:12:56 main:574] : INFO : Epoch 1973 | loss: 0.0311979 | val_loss: 0.031199 | Time: 4702.14 ms [2022-04-20 04:13:01 main:574] : INFO : Epoch 1974 | loss: 0.0311989 | val_loss: 0.0312002 | Time: 4707.63 ms [2022-04-20 04:13:06 main:574] : INFO : Epoch 1975 | loss: 0.0311993 | val_loss: 0.0311998 | Time: 4691.96 ms [2022-04-20 04:13:10 main:574] : INFO : Epoch 1976 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 4686.92 ms [2022-04-20 04:13:15 main:574] : INFO : Epoch 1977 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 4676.09 ms [2022-04-20 04:13:20 main:574] : INFO : Epoch 1978 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 4763.72 ms [2022-04-20 04:13:25 main:574] : INFO : Epoch 1979 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 4738.2 ms [2022-04-20 04:13:29 main:574] : INFO : Epoch 1980 | loss: 0.0311967 | val_loss: 0.0312 | Time: 4730.9 ms [2022-04-20 04:13:34 main:574] : INFO : Epoch 1981 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 4763.94 ms [2022-04-20 04:13:39 main:574] : INFO : Epoch 1982 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 4737.45 ms [2022-04-20 04:13:44 main:574] : INFO : Epoch 1983 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 4710.35 ms [2022-04-20 04:13:48 main:574] : INFO : Epoch 1984 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 4724.63 ms [2022-04-20 04:13:53 main:574] : INFO : Epoch 1985 | loss: 0.0311958 | val_loss: 0.0311968 | Time: 4711.78 ms [2022-04-20 04:13:58 main:574] : INFO : Epoch 1986 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 4753.33 ms [2022-04-20 04:14:02 main:574] : INFO : Epoch 1987 | loss: 0.0311949 | val_loss: 0.0311974 | Time: 4751.87 ms [2022-04-20 04:14:07 main:574] : INFO : Epoch 1988 | loss: 0.0311951 | val_loss: 0.0311963 | Time: 4752.19 ms [2022-04-20 04:14:12 main:574] : INFO : Epoch 1989 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 4641.61 ms [2022-04-20 04:14:17 main:574] : INFO : Epoch 1990 | loss: 0.0311952 | val_loss: 0.031197 | Time: 4674.38 ms [2022-04-20 04:14:21 main:574] : INFO : Epoch 1991 | loss: 0.031195 | val_loss: 0.0311962 | Time: 4744.89 ms [2022-04-20 04:14:26 main:574] : INFO : Epoch 1992 | loss: 0.0311947 | val_loss: 0.031196 | Time: 4716.47 ms [2022-04-20 04:14:31 main:574] : INFO : Epoch 1993 | loss: 0.0311944 | val_loss: 0.031198 | Time: 4727.45 ms [2022-04-20 04:14:36 main:574] : INFO : Epoch 1994 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 4758.24 ms [2022-04-20 04:14:40 main:574] : INFO : Epoch 1995 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 4731.97 ms [2022-04-20 04:14:45 main:574] : INFO : Epoch 1996 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 4685.8 ms [2022-04-20 04:14:50 main:574] : INFO : Epoch 1997 | loss: 0.0311946 | val_loss: 0.0311976 | Time: 4734.12 ms [2022-04-20 04:14:54 main:574] : INFO : Epoch 1998 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 4717.25 ms [2022-04-20 04:14:59 main:574] : INFO : Epoch 1999 | loss: 0.0311946 | val_loss: 0.0311966 | Time: 4719.29 ms [2022-04-20 04:15:04 main:574] : INFO : Epoch 2000 | loss: 0.031194 | val_loss: 0.0311959 | Time: 4710.63 ms [2022-04-20 04:15:09 main:574] : INFO : Epoch 2001 | loss: 0.031194 | val_loss: 0.0311967 | Time: 4687.94 ms [2022-04-20 04:15:13 main:574] : INFO : Epoch 2002 | loss: 0.0311949 | val_loss: 0.0311964 | Time: 4712.53 ms [2022-04-20 04:15:18 main:574] : INFO : Epoch 2003 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 4751.62 ms [2022-04-20 04:15:23 main:574] : INFO : Epoch 2004 | loss: 0.0311943 | val_loss: 0.031197 | Time: 4750.1 ms [2022-04-20 04:15:27 main:574] : INFO : Epoch 2005 | loss: 0.0311945 | val_loss: 0.031197 | Time: 4681.45 ms [2022-04-20 04:15:32 main:574] : INFO : Epoch 2006 | loss: 0.0311945 | val_loss: 0.031198 | Time: 4712.65 ms [2022-04-20 04:15:37 main:574] : INFO : Epoch 2007 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 4712.95 ms [2022-04-20 04:15:42 main:574] : INFO : Epoch 2008 | loss: 0.0311944 | val_loss: 0.0311963 | Time: 4715.63 ms [2022-04-20 04:15:46 main:574] : INFO : Epoch 2009 | loss: 0.0311944 | val_loss: 0.0311974 | Time: 4684.65 ms [2022-04-20 04:15:51 main:574] : INFO : Epoch 2010 | loss: 0.0311951 | val_loss: 0.0311961 | Time: 4706.04 ms [2022-04-20 04:15:56 main:574] : INFO : Epoch 2011 | loss: 0.031194 | val_loss: 0.0311958 | Time: 4659.06 ms [2022-04-20 04:16:00 main:574] : INFO : Epoch 2012 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 4656.24 ms [2022-04-20 04:16:05 main:574] : INFO : Epoch 2013 | loss: 0.0311944 | val_loss: 0.031196 | Time: 4716.11 ms [2022-04-20 04:16:10 main:574] : INFO : Epoch 2014 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 4743.59 ms [2022-04-20 04:16:14 main:574] : INFO : Epoch 2015 | loss: 0.0311942 | val_loss: 0.0311978 | Time: 4657.96 ms [2022-04-20 04:16:19 main:574] : INFO : Epoch 2016 | loss: 0.0311942 | val_loss: 0.0311974 | Time: 4802.35 ms [2022-04-20 04:16:24 main:574] : INFO : Epoch 2017 | loss: 0.0311951 | val_loss: 0.0312005 | Time: 4721.7 ms [2022-04-20 04:16:29 main:574] : INFO : Epoch 2018 | loss: 0.0311958 | val_loss: 0.0311973 | Time: 4713.41 ms [2022-04-20 04:16:33 main:574] : INFO : Epoch 2019 | loss: 0.0311945 | val_loss: 0.0311981 | Time: 4696.04 ms [2022-04-20 04:16:38 main:574] : INFO : Epoch 2020 | loss: 0.0311946 | val_loss: 0.031197 | Time: 4743.8 ms [2022-04-20 04:16:43 main:574] : INFO : Epoch 2021 | loss: 0.0311941 | val_loss: 0.0311983 | Time: 4713.45 ms [2022-04-20 04:16:48 main:574] : INFO : Epoch 2022 | loss: 0.0311949 | val_loss: 0.0311966 | Time: 4688.7 ms [2022-04-20 04:16:52 main:574] : INFO : Epoch 2023 | loss: 0.0311937 | val_loss: 0.0311961 | Time: 4742.04 ms [2022-04-20 04:16:57 main:574] : INFO : Epoch 2024 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 4705.48 ms [2022-04-20 04:17:02 main:574] : INFO : Epoch 2025 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 4733.93 ms [2022-04-20 04:17:07 main:574] : INFO : Epoch 2026 | loss: 0.0311948 | val_loss: 0.031196 | Time: 4724.58 ms [2022-04-20 04:17:11 main:574] : INFO : Epoch 2027 | loss: 0.0311947 | val_loss: 0.0311977 | Time: 4664.84 ms [2022-04-20 04:17:16 main:574] : INFO : Epoch 2028 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 4739.34 ms [2022-04-20 04:17:21 main:574] : INFO : Epoch 2029 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 4725.63 ms [2022-04-20 04:17:25 main:574] : INFO : Epoch 2030 | loss: 0.0311967 | val_loss: 0.0311958 | Time: 4734.29 ms [2022-04-20 04:17:30 main:574] : INFO : Epoch 2031 | loss: 0.0311956 | val_loss: 0.0311962 | Time: 4739.92 ms [2022-04-20 04:17:35 main:574] : INFO : Epoch 2032 | loss: 0.0311954 | val_loss: 0.0311963 | Time: 4724.98 ms [2022-04-20 04:17:40 main:574] : INFO : Epoch 2033 | loss: 0.0311951 | val_loss: 0.0311973 | Time: 4721.85 ms [2022-04-20 04:17:44 main:574] : INFO : Epoch 2034 | loss: 0.0311945 | val_loss: 0.0311957 | Time: 4660.49 ms [2022-04-20 04:17:49 main:574] : INFO : Epoch 2035 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 4745.38 ms [2022-04-20 04:17:54 main:574] : INFO : Epoch 2036 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 4721.44 ms [2022-04-20 04:17:58 main:574] : INFO : Epoch 2037 | loss: 0.0311942 | val_loss: 0.0311964 | Time: 4752.42 ms [2022-04-20 04:18:03 main:574] : INFO : Epoch 2038 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 4671.96 ms [2022-04-20 04:18:08 main:574] : INFO : Epoch 2039 | loss: 0.0311942 | val_loss: 0.0311966 | Time: 4733.84 ms [2022-04-20 04:18:13 main:574] : INFO : Epoch 2040 | loss: 0.0311949 | val_loss: 0.0311975 | Time: 4743.72 ms [2022-04-20 04:18:17 main:574] : INFO : Epoch 2041 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 4741.1 ms [2022-04-20 04:18:22 main:574] : INFO : Epoch 2042 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 4659.86 ms [2022-04-20 04:18:27 main:574] : INFO : Epoch 2043 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 4671.7 ms [2022-04-20 04:18:32 main:574] : INFO : Epoch 2044 | loss: 0.0311935 | val_loss: 0.0311962 | Time: 4758.41 ms [2022-04-20 04:18:36 main:574] : INFO : Epoch 2045 | loss: 0.0311938 | val_loss: 0.031196 | Time: 4755.89 ms [2022-04-20 04:18:41 main:574] : INFO : Epoch 2046 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 4748.86 ms [2022-04-20 04:18:46 main:574] : INFO : Epoch 2047 | loss: 0.031193 | val_loss: 0.0311963 | Time: 4719.25 ms [2022-04-20 04:18:50 main:574] : INFO : Epoch 2048 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 4672.84 ms [2022-04-20 04:18:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311964 [2022-04-20 04:18:50 main:603] : INFO : Saving end state to config to file [2022-04-20 04:18:50 main:608] : INFO : Success, exiting.. 04:18:50 (19192): 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)