Task 14621025
| Name | ParityModified-1647042007-9132-3-0_1 |
| Workunit | 11639290 |
| Created | 14 Apr 2022, 21:47:59 UTC |
| Sent | 14 Apr 2022, 21:48:14 UTC |
| Report deadline | 22 Apr 2022, 21:48:14 UTC |
| Received | 15 Apr 2022, 2:12:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12136 |
| Run time | 3 hours 56 min 31 sec |
| CPU time | 3 hours 40 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,171.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 5858.8 ms
[2022-04-14 21:15:32 main:574] : INFO : Epoch 1543 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 5771.56 ms
[2022-04-14 21:15:38 main:574] : INFO : Epoch 1544 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 5717.04 ms
[2022-04-14 21:15:44 main:574] : INFO : Epoch 1545 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 5959.72 ms
[2022-04-14 21:15:50 main:574] : INFO : Epoch 1546 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 5991.74 ms
[2022-04-14 21:15:56 main:574] : INFO : Epoch 1547 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 5944.25 ms
[2022-04-14 21:16:02 main:574] : INFO : Epoch 1548 | loss: 0.0311755 | val_loss: 0.03118 | Time: 5884.23 ms
[2022-04-14 21:16:08 main:574] : INFO : Epoch 1549 | loss: 0.0311748 | val_loss: 0.031179 | Time: 5838.34 ms
[2022-04-14 21:16:14 main:574] : INFO : Epoch 1550 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 5817.92 ms
[2022-04-14 21:16:20 main:574] : INFO : Epoch 1551 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 6009.97 ms
[2022-04-14 21:16:26 main:574] : INFO : Epoch 1552 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 5939.57 ms
[2022-04-14 21:16:31 main:574] : INFO : Epoch 1553 | loss: 0.0311757 | val_loss: 0.031178 | Time: 5747.12 ms
[2022-04-14 21:16:37 main:574] : INFO : Epoch 1554 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 5608.01 ms
[2022-04-14 21:16:43 main:574] : INFO : Epoch 1555 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 5869.74 ms
[2022-04-14 21:16:49 main:574] : INFO : Epoch 1556 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 5828.96 ms
[2022-04-14 21:16:55 main:574] : INFO : Epoch 1557 | loss: 0.031175 | val_loss: 0.0311788 | Time: 6021.71 ms
[2022-04-14 21:17:01 main:574] : INFO : Epoch 1558 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 5828.09 ms
[2022-04-14 21:17:07 main:574] : INFO : Epoch 1559 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 5854.56 ms
[2022-04-14 21:17:12 main:574] : INFO : Epoch 1560 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 5693.64 ms
[2022-04-14 21:17:18 main:574] : INFO : Epoch 1561 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 5855.2 ms
[2022-04-14 21:17:24 main:574] : INFO : Epoch 1562 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 6067.49 ms
[2022-04-14 21:17:30 main:574] : INFO : Epoch 1563 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 5972.87 ms
[2022-04-14 21:17:36 main:574] : INFO : Epoch 1564 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 5820.38 ms
[2022-04-14 21:17:42 main:574] : INFO : Epoch 1565 | loss: 0.031174 | val_loss: 0.0311798 | Time: 6055.51 ms
[2022-04-14 21:17:48 main:574] : INFO : Epoch 1566 | loss: 0.0311745 | val_loss: 0.031178 | Time: 5820.12 ms
[2022-04-14 21:17:54 main:574] : INFO : Epoch 1567 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 5634.73 ms
[2022-04-14 21:17:59 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.0311826 | Time: 5769.08 ms
[2022-04-14 21:18:05 main:574] : INFO : Epoch 1569 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 5685.23 ms
[2022-04-14 21:18:11 main:574] : INFO : Epoch 1570 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 5632 ms
[2022-04-14 21:18:16 main:574] : INFO : Epoch 1571 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 5588.62 ms
[2022-04-14 21:18:22 main:574] : INFO : Epoch 1572 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 5705.88 ms
[2022-04-14 21:18:28 main:574] : INFO : Epoch 1573 | loss: 0.0311769 | val_loss: 0.03118 | Time: 5816.15 ms
[2022-04-14 21:18:34 main:574] : INFO : Epoch 1574 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 5877.05 ms
[2022-04-14 21:18:39 main:574] : INFO : Epoch 1575 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 5796.88 ms
[2022-04-14 21:18:45 main:574] : INFO : Epoch 1576 | loss: 0.0311803 | val_loss: 0.0311785 | Time: 5999.58 ms
[2022-04-14 21:18:52 main:574] : INFO : Epoch 1577 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 6122.89 ms
[2022-04-14 21:18:58 main:574] : INFO : Epoch 1578 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 6138.91 ms
[2022-04-14 21:19:04 main:574] : INFO : Epoch 1579 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 5827.81 ms
[2022-04-14 21:19:10 main:574] : INFO : Epoch 1580 | loss: 0.0311756 | val_loss: 0.03118 | Time: 6011.49 ms
[2022-04-14 21:19:15 main:574] : INFO : Epoch 1581 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 5799.23 ms
[2022-04-14 21:19:21 main:574] : INFO : Epoch 1582 | loss: 0.031176 | val_loss: 0.03118 | Time: 5727.68 ms
[2022-04-14 21:19:27 main:574] : INFO : Epoch 1583 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 6133.15 ms
[2022-04-14 21:19:33 main:574] : INFO : Epoch 1584 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 5956.62 ms
[2022-04-14 21:19:39 main:574] : INFO : Epoch 1585 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 6034.58 ms
[2022-04-14 21:19:45 main:574] : INFO : Epoch 1586 | loss: 0.0311752 | val_loss: 0.0311793 | Time: 5786.34 ms
[2022-04-14 21:19:51 main:574] : INFO : Epoch 1587 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 5472.15 ms
[2022-04-14 21:19:57 main:574] : INFO : Epoch 1588 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 6085.21 ms
[2022-04-14 21:20:03 main:574] : INFO : Epoch 1589 | loss: 0.0311779 | val_loss: 0.03118 | Time: 5781.4 ms
[2022-04-14 21:20:08 main:574] : INFO : Epoch 1590 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 5937.08 ms
[2022-04-14 21:20:15 main:574] : INFO : Epoch 1591 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 6071.44 ms
[2022-04-14 21:20:20 main:574] : INFO : Epoch 1592 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 5722.38 ms
[2022-04-14 21:20:26 main:574] : INFO : Epoch 1593 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 5859.26 ms
[2022-04-14 21:20:32 main:574] : INFO : Epoch 1594 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 5406.61 ms
[2022-04-14 21:20:37 main:574] : INFO : Epoch 1595 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 5895.83 ms
[2022-04-14 21:20:43 main:574] : INFO : Epoch 1596 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 5876.56 ms
[2022-04-14 21:20:49 main:574] : INFO : Epoch 1597 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 5754.68 ms
[2022-04-14 21:20:55 main:574] : INFO : Epoch 1598 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 5971.76 ms
[2022-04-14 21:21:01 main:574] : INFO : Epoch 1599 | loss: 0.0311755 | val_loss: 0.031182 | Time: 5388.76 ms
[2022-04-14 21:21:06 main:574] : INFO : Epoch 1600 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 5773.33 ms
[2022-04-14 21:21:12 main:574] : INFO : Epoch 1601 | loss: 0.0311749 | val_loss: 0.03118 | Time: 5903.68 ms
[2022-04-14 21:21:18 main:574] : INFO : Epoch 1602 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 5942.89 ms
[2022-04-14 21:21:24 main:574] : INFO : Epoch 1603 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 5887.62 ms
[2022-04-14 21:21:30 main:574] : INFO : Epoch 1604 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 5855.08 ms
[2022-04-14 21:21:35 main:574] : INFO : Epoch 1605 | loss: 0.031176 | val_loss: 0.0311789 | Time: 5451.51 ms
[2022-04-14 21:21:41 main:574] : INFO : Epoch 1606 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 5835.42 ms
[2022-04-14 21:21:47 main:574] : INFO : Epoch 1607 | loss: 0.0311749 | val_loss: 0.0311818 | Time: 5586 ms
[2022-04-14 21:21:52 main:574] : INFO : Epoch 1608 | loss: 0.0311762 | val_loss: 0.0311816 | Time: 5579.48 ms
[2022-04-14 21:21:58 main:574] : INFO : Epoch 1609 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 5865.49 ms
[2022-04-14 21:22:04 main:574] : INFO : Epoch 1610 | loss: 0.0311784 | val_loss: 0.03118 | Time: 5736.57 ms
[2022-04-14 21:22:10 main:574] : INFO : Epoch 1611 | loss: 0.0311805 | val_loss: 0.0311956 | Time: 5597.99 ms
[2022-04-14 21:22:15 main:574] : INFO : Epoch 1612 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 5690.19 ms
[2022-04-14 21:22:21 main:574] : INFO : Epoch 1613 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 5911.17 ms
[2022-04-14 21:22:27 main:574] : INFO : Epoch 1614 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 5790.95 ms
[2022-04-14 21:22:33 main:574] : INFO : Epoch 1615 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 6194.4 ms
[2022-04-14 21:22:39 main:574] : INFO : Epoch 1616 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 5847.79 ms
[2022-04-14 21:22:45 main:574] : INFO : Epoch 1617 | loss: 0.0311839 | val_loss: 0.0311956 | Time: 5932.06 ms
[2022-04-14 21:22:51 main:574] : INFO : Epoch 1618 | loss: 0.0311818 | val_loss: 0.0311857 | Time: 6023.66 ms
[2022-04-14 21:22:57 main:574] : INFO : Epoch 1619 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 5816.23 ms
[2022-04-14 21:23:03 main:574] : INFO : Epoch 1620 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 5744.95 ms
[2022-04-14 21:23:08 main:574] : INFO : Epoch 1621 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 5769.53 ms
[2022-04-14 21:23:14 main:574] : INFO : Epoch 1622 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 5990.89 ms
[2022-04-14 21:23:20 main:574] : INFO : Epoch 1623 | loss: 0.0311761 | val_loss: 0.031179 | Time: 5949.94 ms
[2022-04-14 21:23:26 main:574] : INFO : Epoch 1624 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 5821.02 ms
[2022-04-14 21:23:32 main:574] : INFO : Epoch 1625 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 6050.69 ms
[2022-04-14 21:23:38 main:574] : INFO : Epoch 1626 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 5843.71 ms
[2022-04-14 21:23:44 main:574] : INFO : Epoch 1627 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 5746.93 ms
[2022-04-14 21:23:50 main:574] : INFO : Epoch 1628 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 5793.97 ms
[2022-04-14 21:23:55 main:574] : INFO : Epoch 1629 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 5487.24 ms
[2022-04-14 21:24:01 main:574] : INFO : Epoch 1630 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 5922.46 ms
[2022-04-14 21:24:07 main:574] : INFO : Epoch 1631 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 6103.2 ms
[2022-04-14 21:24:14 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 6232.4 ms
[2022-04-14 21:24:19 main:574] : INFO : Epoch 1633 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 5696.74 ms
[2022-04-14 21:24:25 main:574] : INFO : Epoch 1634 | loss: 0.0311745 | val_loss: 0.031181 | Time: 5841.07 ms
[2022-04-14 21:24:31 main:574] : INFO : Epoch 1635 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 5851.35 ms
[2022-04-14 21:24:37 main:574] : INFO : Epoch 1636 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 5608.03 ms
[2022-04-14 21:24:42 main:574] : INFO : Epoch 1637 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 5713.85 ms
[2022-04-14 21:24:48 main:574] : INFO : Epoch 1638 | loss: 0.0311767 | val_loss: 0.0311902 | Time: 5971.68 ms
[2022-04-14 21:24:54 main:574] : INFO : Epoch 1639 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 5906.64 ms
[2022-04-14 21:25:00 main:574] : INFO : Epoch 1640 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 5714.12 ms
[2022-04-14 21:25:06 main:574] : INFO : Epoch 1641 | loss: 0.0311756 | val_loss: 0.031182 | Time: 5939.26 ms
[2022-04-14 21:25:12 main:574] : INFO : Epoch 1642 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 6163.37 ms
[2022-04-14 21:25:18 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.03118 | Time: 5922.27 ms
[2022-04-14 21:25:24 main:574] : INFO : Epoch 1644 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 5941.64 ms
[2022-04-14 21:25:30 main:574] : INFO : Epoch 1645 | loss: 0.031177 | val_loss: 0.0311819 | Time: 5928.67 ms
[2022-04-14 21:25:36 main:574] : INFO : Epoch 1646 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 5615.55 ms
[2022-04-14 21:25:41 main:574] : INFO : Epoch 1647 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 5763.92 ms
[2022-04-14 21:25:47 main:574] : INFO : Epoch 1648 | loss: 0.031176 | val_loss: 0.0311815 | Time: 5844.75 ms
[2022-04-14 21:25:53 main:574] : INFO : Epoch 1649 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 5873.84 ms
[2022-04-14 21:25:59 main:574] : INFO : Epoch 1650 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 6034.39 ms
[2022-04-14 21:26:05 main:574] : INFO : Epoch 1651 | loss: 0.0311747 | val_loss: 0.0311825 | Time: 5623.23 ms
[2022-04-14 21:26:11 main:574] : INFO : Epoch 1652 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 6102.95 ms
[2022-04-14 21:26:17 main:574] : INFO : Epoch 1653 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 6108.85 ms
[2022-04-14 21:26:23 main:574] : INFO : Epoch 1654 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 5969.52 ms
[2022-04-14 21:26:29 main:574] : INFO : Epoch 1655 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 6011.22 ms
[2022-04-14 21:26:35 main:574] : INFO : Epoch 1656 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 6121.5 ms
[2022-04-14 21:26:41 main:574] : INFO : Epoch 1657 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 5851.6 ms
[2022-04-14 21:26:47 main:574] : INFO : Epoch 1658 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 5711.68 ms
[2022-04-14 21:26:52 main:574] : INFO : Epoch 1659 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 5659.7 ms
[2022-04-14 21:26:58 main:574] : INFO : Epoch 1660 | loss: 0.0311764 | val_loss: 0.0311844 | Time: 5811.8 ms
[2022-04-14 21:27:04 main:574] : INFO : Epoch 1661 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 5673.19 ms
[2022-04-14 21:27:10 main:574] : INFO : Epoch 1662 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 5882.96 ms
[2022-04-14 21:27:16 main:574] : INFO : Epoch 1663 | loss: 0.0311745 | val_loss: 0.031185 | Time: 5802.49 ms
[2022-04-14 21:27:22 main:574] : INFO : Epoch 1664 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 6430.39 ms
[2022-04-14 21:27:28 main:574] : INFO : Epoch 1665 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 6028.95 ms
[2022-04-14 21:27:34 main:574] : INFO : Epoch 1666 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 6008.53 ms
[2022-04-14 21:27:40 main:574] : INFO : Epoch 1667 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 5711.2 ms
[2022-04-14 21:27:46 main:574] : INFO : Epoch 1668 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 5984.95 ms
[2022-04-14 21:27:52 main:574] : INFO : Epoch 1669 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 5775.45 ms
[2022-04-14 21:27:57 main:574] : INFO : Epoch 1670 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 5936.04 ms
[2022-04-14 21:28:03 main:574] : INFO : Epoch 1671 | loss: 0.0311768 | val_loss: 0.0311872 | Time: 5657.96 ms
[2022-04-14 21:28:09 main:574] : INFO : Epoch 1672 | loss: 0.0311761 | val_loss: 0.03118 | Time: 5806.79 ms
[2022-04-14 21:28:15 main:574] : INFO : Epoch 1673 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 5754.51 ms
[2022-04-14 21:28:19 main:574] : INFO : Epoch 1674 | loss: 0.0311754 | val_loss: 0.031186 | Time: 4271.59 ms
[2022-04-14 21:28:23 main:574] : INFO : Epoch 1675 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 4168.89 ms
[2022-04-14 21:28:28 main:574] : INFO : Epoch 1676 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 4348.91 ms
[2022-04-14 21:28:32 main:574] : INFO : Epoch 1677 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 4574.36 ms
[2022-04-14 21:28:37 main:574] : INFO : Epoch 1678 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 4396.95 ms
[2022-04-14 21:28:41 main:574] : INFO : Epoch 1679 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 4251 ms
[2022-04-14 21:28:45 main:574] : INFO : Epoch 1680 | loss: 0.031174 | val_loss: 0.0311811 | Time: 3997.57 ms
[2022-04-14 21:28:49 main:574] : INFO : Epoch 1681 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 4367.76 ms
[2022-04-14 21:28:54 main:574] : INFO : Epoch 1682 | loss: 0.0311738 | val_loss: 0.031182 | Time: 4320.6 ms
[2022-04-14 21:28:59 main:574] : INFO : Epoch 1683 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 4972.8 ms
[2022-04-14 21:29:05 main:574] : INFO : Epoch 1684 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 6658.17 ms
[2022-04-14 21:29:11 main:574] : INFO : Epoch 1685 | loss: 0.0311786 | val_loss: 0.031189 | Time: 5957.13 ms
[2022-04-14 21:29:17 main:574] : INFO : Epoch 1686 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 6201.18 ms
[2022-04-14 21:29:23 main:574] : INFO : Epoch 1687 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 5951.65 ms
[2022-04-14 21:29:29 main:574] : INFO : Epoch 1688 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 5894.11 ms
[2022-04-14 21:29:34 main:574] : INFO : Epoch 1689 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 4724.19 ms
[2022-04-14 21:29:41 main:574] : INFO : Epoch 1690 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 6964.96 ms
[2022-04-14 21:29:48 main:574] : INFO : Epoch 1691 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 7170.54 ms
[2022-04-14 21:29:56 main:574] : INFO : Epoch 1692 | loss: 0.031176 | val_loss: 0.0311804 | Time: 7480.84 ms
[2022-04-14 21:30:03 main:574] : INFO : Epoch 1693 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 7592.36 ms
[2022-04-14 21:30:11 main:574] : INFO : Epoch 1694 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 7510.86 ms
[2022-04-14 21:30:19 main:574] : INFO : Epoch 1695 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 7786.43 ms
[2022-04-14 21:30:27 main:574] : INFO : Epoch 1696 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 7862.98 ms
[2022-04-14 21:30:34 main:574] : INFO : Epoch 1697 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 7806.64 ms
[2022-04-14 21:30:40 main:574] : INFO : Epoch 1698 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 5993.25 ms
[2022-04-14 21:30:46 main:574] : INFO : Epoch 1699 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 5481.94 ms
[2022-04-14 21:30:52 main:574] : INFO : Epoch 1700 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 6075.3 ms
[2022-04-14 21:30:58 main:574] : INFO : Epoch 1701 | loss: 0.0311778 | val_loss: 0.031181 | Time: 6096.15 ms
[2022-04-14 21:31:04 main:574] : INFO : Epoch 1702 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 6002.65 ms
[2022-04-14 21:31:10 main:574] : INFO : Epoch 1703 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 5987.61 ms
[2022-04-14 21:31:16 main:574] : INFO : Epoch 1704 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 5478.65 ms
[2022-04-14 21:31:23 main:574] : INFO : Epoch 1705 | loss: 0.0311783 | val_loss: 0.0311867 | Time: 7174.17 ms
[2022-04-14 21:31:30 main:574] : INFO : Epoch 1706 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 7395.68 ms
[2022-04-14 21:31:38 main:574] : INFO : Epoch 1707 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 7569.94 ms
[2022-04-14 21:31:45 main:574] : INFO : Epoch 1708 | loss: 0.0311807 | val_loss: 0.0311916 | Time: 7522.38 ms
[2022-04-14 21:31:53 main:574] : INFO : Epoch 1709 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 7792.08 ms
[2022-04-14 21:32:01 main:574] : INFO : Epoch 1710 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 7918.83 ms
[2022-04-14 21:32:09 main:574] : INFO : Epoch 1711 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 7803.01 ms
[2022-04-14 21:32:17 main:574] : INFO : Epoch 1712 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 7707.87 ms
[2022-04-14 21:32:22 main:574] : INFO : Epoch 1713 | loss: 0.0311747 | val_loss: 0.0311849 | Time: 5277.65 ms
[2022-04-14 21:32:28 main:574] : INFO : Epoch 1714 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 5806.34 ms
[2022-04-14 21:32:34 main:574] : INFO : Epoch 1715 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 6137.21 ms
[2022-04-14 21:32:40 main:574] : INFO : Epoch 1716 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 6001.68 ms
[2022-04-14 21:32:46 main:574] : INFO : Epoch 1717 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 6153.74 ms
[2022-04-14 21:32:52 main:574] : INFO : Epoch 1718 | loss: 0.0311743 | val_loss: 0.03118 | Time: 6269.58 ms
[2022-04-14 21:32:58 main:574] : INFO : Epoch 1719 | loss: 0.031174 | val_loss: 0.0311795 | Time: 5700.7 ms
[2022-04-14 21:33:05 main:574] : INFO : Epoch 1720 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 7219.5 ms
[2022-04-14 21:33:12 main:574] : INFO : Epoch 1721 | loss: 0.0311781 | val_loss: 0.0311872 | Time: 7124.36 ms
[2022-04-14 21:33:20 main:574] : INFO : Epoch 1722 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 7385.8 ms
[2022-04-14 21:33:27 main:574] : INFO : Epoch 1723 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 7584.43 ms
[2022-04-14 21:33:35 main:574] : INFO : Epoch 1724 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 7543.95 ms
[2022-04-14 21:33:43 main:574] : INFO : Epoch 1725 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 7914 ms
[2022-04-14 21:33:51 main:574] : INFO : Epoch 1726 | loss: 0.0311741 | val_loss: 0.031181 | Time: 7896.04 ms
[2022-04-14 21:33:59 main:574] : INFO : Epoch 1727 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 7862.16 ms
[2022-04-14 21:34:03 main:574] : INFO : Epoch 1728 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 4585.2 ms
[2022-04-14 21:34:09 main:574] : INFO : Epoch 1729 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 5892.26 ms
[2022-04-14 21:34:15 main:574] : INFO : Epoch 1730 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 5996.15 ms
[2022-04-14 21:34:21 main:574] : INFO : Epoch 1731 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 6318.48 ms
[2022-04-14 21:34:28 main:574] : INFO : Epoch 1732 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 6200.56 ms
[2022-04-14 21:34:34 main:574] : INFO : Epoch 1733 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 6071.44 ms
[2022-04-14 21:34:40 main:574] : INFO : Epoch 1734 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 6069.83 ms
[2022-04-14 21:34:47 main:574] : INFO : Epoch 1735 | loss: 0.031174 | val_loss: 0.0311798 | Time: 7245.3 ms
[2022-04-14 21:34:55 main:574] : INFO : Epoch 1736 | loss: 0.0311747 | val_loss: 0.031179 | Time: 7416.13 ms
[2022-04-14 21:35:02 main:574] : INFO : Epoch 1737 | loss: 0.0311738 | val_loss: 0.0311807 | Time: 7576.18 ms
[2022-04-14 21:35:10 main:574] : INFO : Epoch 1738 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 7637.16 ms
[2022-04-14 21:35:18 main:574] : INFO : Epoch 1739 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 7924.98 ms
[2022-04-14 21:35:26 main:574] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 7974.51 ms
[2022-04-14 21:35:34 main:574] : INFO : Epoch 1741 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 8001.74 ms
[2022-04-14 21:35:41 main:574] : INFO : Epoch 1742 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 7222.98 ms
[2022-04-14 21:35:46 main:574] : INFO : Epoch 1743 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 5074.27 ms
[2022-04-14 21:35:53 main:574] : INFO : Epoch 1744 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 6514.26 ms
[2022-04-14 21:35:59 main:574] : INFO : Epoch 1745 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 6199.67 ms
[2022-04-14 21:36:05 main:574] : INFO : Epoch 1746 | loss: 0.0311777 | val_loss: 0.03118 | Time: 6590.96 ms
[2022-04-14 21:36:12 main:574] : INFO : Epoch 1747 | loss: 0.0311782 | val_loss: 0.031185 | Time: 6128.69 ms
[2022-04-14 21:36:17 main:574] : INFO : Epoch 1748 | loss: 0.0311753 | val_loss: 0.031181 | Time: 5327.24 ms
[2022-04-14 21:36:24 main:574] : INFO : Epoch 1749 | loss: 0.0311747 | val_loss: 0.031179 | Time: 7157.98 ms
[2022-04-14 21:36:31 main:574] : INFO : Epoch 1750 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 7285.98 ms
[2022-04-14 21:36:39 main:574] : INFO : Epoch 1751 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 7380.44 ms
[2022-04-14 21:36:46 main:574] : INFO : Epoch 1752 | loss: 0.0311762 | val_loss: 0.031179 | Time: 7467.57 ms
[2022-04-14 21:36:54 main:574] : INFO : Epoch 1753 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 7764.82 ms
[2022-04-14 21:37:02 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 7625.91 ms
[2022-04-14 21:37:09 main:574] : INFO : Epoch 1755 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 7657.8 ms
[2022-04-14 21:37:17 main:574] : INFO : Epoch 1756 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 7753.79 ms
[2022-04-14 21:37:23 main:574] : INFO : Epoch 1757 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 5881.31 ms
[2022-04-14 21:37:27 main:574] : INFO : Epoch 1758 | loss: 0.031174 | val_loss: 0.0311763 | Time: 4174.07 ms
[2022-04-14 21:37:31 main:574] : INFO : Epoch 1759 | loss: 0.0311732 | val_loss: 0.031178 | Time: 4285.88 ms
[2022-04-14 21:37:35 main:574] : INFO : Epoch 1760 | loss: 0.031177 | val_loss: 0.0311784 | Time: 3955.39 ms
[2022-04-14 21:37:39 main:574] : INFO : Epoch 1761 | loss: 0.0311809 | val_loss: 0.0311795 | Time: 3927.62 ms
[2022-04-14 21:37:43 main:574] : INFO : Epoch 1762 | loss: 0.031175 | val_loss: 0.0311778 | Time: 3926.74 ms
[2022-04-14 21:37:47 main:574] : INFO : Epoch 1763 | loss: 0.031173 | val_loss: 0.0311778 | Time: 3965.82 ms
[2022-04-14 21:37:52 main:574] : INFO : Epoch 1764 | loss: 0.0311726 | val_loss: 0.031177 | Time: 4228.92 ms
[2022-04-14 21:37:56 main:574] : INFO : Epoch 1765 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 4273.94 ms
[2022-04-14 21:38:00 main:574] : INFO : Epoch 1766 | loss: 0.0311812 | val_loss: 0.0311972 | Time: 4074.67 ms
[2022-04-14 21:38:04 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311977 | Time: 4326.2 ms
[2022-04-14 21:38:09 main:574] : INFO : Epoch 1768 | loss: 0.0311779 | val_loss: 0.03118 | Time: 4337.85 ms
[2022-04-14 21:38:13 main:574] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 3985.18 ms
[2022-04-14 21:38:17 main:574] : INFO : Epoch 1770 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 4098.48 ms
[2022-04-14 21:38:21 main:574] : INFO : Epoch 1771 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 4087.68 ms
[2022-04-14 21:38:25 main:574] : INFO : Epoch 1772 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 3973.09 ms
[2022-04-14 21:38:29 main:574] : INFO : Epoch 1773 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 3993.33 ms
[2022-04-14 21:38:33 main:574] : INFO : Epoch 1774 | loss: 0.0311737 | val_loss: 0.0311801 | Time: 3995.25 ms
[2022-04-14 21:38:37 main:574] : INFO : Epoch 1775 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 4264.06 ms
[2022-04-14 21:38:42 main:574] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 4891.66 ms
[2022-04-14 21:38:48 main:574] : INFO : Epoch 1777 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 5966.75 ms
[2022-04-14 21:38:54 main:574] : INFO : Epoch 1778 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 6196.42 ms
[2022-04-14 21:39:00 main:574] : INFO : Epoch 1779 | loss: 0.031175 | val_loss: 0.0311763 | Time: 6055.75 ms
[2022-04-14 21:39:06 main:574] : INFO : Epoch 1780 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 5950.4 ms
[2022-04-14 21:39:12 main:574] : INFO : Epoch 1781 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 5956.54 ms
[2022-04-14 21:39:18 main:574] : INFO : Epoch 1782 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 5769.77 ms
[2022-04-14 21:39:25 main:574] : INFO : Epoch 1783 | loss: 0.031174 | val_loss: 0.0311783 | Time: 7196.87 ms
[2022-04-14 21:39:32 main:574] : INFO : Epoch 1784 | loss: 0.0311742 | val_loss: 0.0311839 | Time: 7338.95 ms
[2022-04-14 21:39:40 main:574] : INFO : Epoch 1785 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 7410.48 ms
[2022-04-14 21:39:48 main:574] : INFO : Epoch 1786 | loss: 0.031172 | val_loss: 0.0311762 | Time: 7720.52 ms
[2022-04-14 21:39:55 main:574] : INFO : Epoch 1787 | loss: 0.0311724 | val_loss: 0.031177 | Time: 7770.62 ms
[2022-04-14 21:40:03 main:574] : INFO : Epoch 1788 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 7974.84 ms
[2022-04-14 21:40:11 main:574] : INFO : Epoch 1789 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 7797.55 ms
[2022-04-14 21:40:19 main:574] : INFO : Epoch 1790 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 7971.55 ms
[2022-04-14 21:40:24 main:574] : INFO : Epoch 1791 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 4805.49 ms
[2022-04-14 21:40:30 main:574] : INFO : Epoch 1792 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 6166.92 ms
[2022-04-14 21:40:36 main:574] : INFO : Epoch 1793 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 6079.28 ms
[2022-04-14 21:40:43 main:574] : INFO : Epoch 1794 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 6407.37 ms
[2022-04-14 21:40:49 main:574] : INFO : Epoch 1795 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 5961.29 ms
[2022-04-14 21:40:55 main:574] : INFO : Epoch 1796 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 6258.6 ms
[2022-04-14 21:41:01 main:574] : INFO : Epoch 1797 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 5769.51 ms
[2022-04-14 21:41:08 main:574] : INFO : Epoch 1798 | loss: 0.031173 | val_loss: 0.0311751 | Time: 7003.68 ms
[2022-04-14 21:41:15 main:574] : INFO : Epoch 1799 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 7306.06 ms
[2022-04-14 21:41:22 main:574] : INFO : Epoch 1800 | loss: 0.0311755 | val_loss: 0.0311763 | Time: 7282.61 ms
[2022-04-14 21:41:30 main:574] : INFO : Epoch 1801 | loss: 0.031174 | val_loss: 0.0311769 | Time: 7847.84 ms
[2022-04-14 21:41:38 main:574] : INFO : Epoch 1802 | loss: 0.0311725 | val_loss: 0.0311751 | Time: 7646.58 ms
[2022-04-14 21:41:45 main:574] : INFO : Epoch 1803 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 7415.23 ms
[2022-04-14 21:41:53 main:574] : INFO : Epoch 1804 | loss: 0.031173 | val_loss: 0.0311799 | Time: 7887.8 ms
[2022-04-14 21:42:01 main:574] : INFO : Epoch 1805 | loss: 0.0311768 | val_loss: 0.0311861 | Time: 8219.82 ms
[2022-04-14 21:42:07 main:574] : INFO : Epoch 1806 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 5890.16 ms
[2022-04-14 21:42:13 main:574] : INFO : Epoch 1807 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 5826.94 ms
[2022-04-14 21:42:19 main:574] : INFO : Epoch 1808 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 6099.56 ms
[2022-04-14 21:42:25 main:574] : INFO : Epoch 1809 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 5963.19 ms
[2022-04-14 21:42:32 main:574] : INFO : Epoch 1810 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 6258.46 ms
[2022-04-14 21:42:38 main:574] : INFO : Epoch 1811 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 6057.27 ms
[2022-04-14 21:42:44 main:574] : INFO : Epoch 1812 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 6018.2 ms
[2022-04-14 21:42:50 main:574] : INFO : Epoch 1813 | loss: 0.0311713 | val_loss: 0.031176 | Time: 6689.58 ms
[2022-04-14 21:42:58 main:574] : INFO : Epoch 1814 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 7209.1 ms
[2022-04-14 21:43:05 main:574] : INFO : Epoch 1815 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 7208.52 ms
[2022-04-14 21:43:13 main:574] : INFO : Epoch 1816 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 7872.88 ms
[2022-04-14 21:43:20 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311767 | Time: 7515.27 ms
[2022-04-14 21:43:28 main:574] : INFO : Epoch 1818 | loss: 0.031174 | val_loss: 0.0311766 | Time: 7715.78 ms
[2022-04-14 21:43:36 main:574] : INFO : Epoch 1819 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 7886.08 ms
[2022-04-14 21:43:44 main:574] : INFO : Epoch 1820 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 7653.45 ms
[2022-04-14 21:43:50 main:574] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 6727.08 ms
[2022-04-14 21:43:56 main:574] : INFO : Epoch 1822 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 5430.82 ms
[2022-04-14 21:44:02 main:574] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 6184.91 ms
[2022-04-14 21:44:08 main:574] : INFO : Epoch 1824 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 6185.55 ms
[2022-04-14 21:44:14 main:574] : INFO : Epoch 1825 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 6271.58 ms
[2022-04-14 21:44:21 main:574] : INFO : Epoch 1826 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 6241.89 ms
[2022-04-14 21:44:26 main:574] : INFO : Epoch 1827 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 5848.78 ms
[2022-04-14 21:44:33 main:574] : INFO : Epoch 1828 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 6057.58 ms
[2022-04-14 21:44:40 main:574] : INFO : Epoch 1829 | loss: 0.031175 | val_loss: 0.0311759 | Time: 7149.85 ms
[2022-04-14 21:44:47 main:574] : INFO : Epoch 1830 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 7414.49 ms
[2022-04-14 21:44:55 main:574] : INFO : Epoch 1831 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 7385.19 ms
[2022-04-14 21:45:02 main:574] : INFO : Epoch 1832 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 7637.6 ms
[2022-04-14 21:45:10 main:574] : INFO : Epoch 1833 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 7657.96 ms
[2022-04-14 21:45:18 main:574] : INFO : Epoch 1834 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 7739.49 ms
[2022-04-14 21:45:25 main:574] : INFO : Epoch 1835 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 7617.56 ms
[2022-04-14 21:45:33 main:574] : INFO : Epoch 1836 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 7795.21 ms
[2022-04-14 21:45:38 main:574] : INFO : Epoch 1837 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 4439.28 ms
[2022-04-14 21:45:44 main:574] : INFO : Epoch 1838 | loss: 0.031173 | val_loss: 0.0311816 | Time: 6012.86 ms
[2022-04-14 21:45:50 main:574] : INFO : Epoch 1839 | loss: 0.0311756 | val_loss: 0.0311843 | Time: 6201.73 ms
[2022-04-14 21:45:56 main:574] : INFO : Epoch 1840 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 6237.26 ms
[2022-04-14 21:46:02 main:574] : INFO : Epoch 1841 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 6268.13 ms
[2022-04-14 21:46:09 main:574] : INFO : Epoch 1842 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 6269.77 ms
[2022-04-14 21:46:14 main:574] : INFO : Epoch 1843 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 5774.23 ms
[2022-04-14 21:46:21 main:574] : INFO : Epoch 1844 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 6876.57 ms
[2022-04-14 21:46:29 main:574] : INFO : Epoch 1845 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 7422.12 ms
[2022-04-14 21:46:36 main:574] : INFO : Epoch 1846 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 7463.08 ms
[2022-04-14 21:46:44 main:574] : INFO : Epoch 1847 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 7704.84 ms
[2022-04-14 21:46:52 main:574] : INFO : Epoch 1848 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 7686.48 ms
[2022-04-14 21:46:59 main:574] : INFO : Epoch 1849 | loss: 0.0311719 | val_loss: 0.031175 | Time: 7674.63 ms
[2022-04-14 21:47:07 main:574] : INFO : Epoch 1850 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 7592.36 ms
[2022-04-14 21:47:15 main:574] : INFO : Epoch 1851 | loss: 0.031172 | val_loss: 0.0311779 | Time: 7666.51 ms
[2022-04-14 21:47:20 main:574] : INFO : Epoch 1852 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 5315.46 ms
[2022-04-14 21:47:24 main:574] : INFO : Epoch 1853 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 4209.59 ms
[2022-04-14 21:47:28 main:574] : INFO : Epoch 1854 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 3970.85 ms
[2022-04-14 21:47:32 main:574] : INFO : Epoch 1855 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 3921.7 ms
[2022-04-14 21:47:36 main:574] : INFO : Epoch 1856 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 3868.85 ms
[2022-04-14 21:47:40 main:574] : INFO : Epoch 1857 | loss: 0.0311737 | val_loss: 0.0311766 | Time: 3984.27 ms
[2022-04-14 21:47:44 main:574] : INFO : Epoch 1858 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 3953.67 ms
[2022-04-14 21:47:48 main:574] : INFO : Epoch 1859 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 4077.57 ms
[2022-04-14 21:47:52 main:574] : INFO : Epoch 1860 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 3958.42 ms
[2022-04-14 21:47:56 main:574] : INFO : Epoch 1861 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 3912.64 ms
[2022-04-14 21:48:00 main:574] : INFO : Epoch 1862 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 4070.24 ms
[2022-04-14 21:48:04 main:574] : INFO : Epoch 1863 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 3817.45 ms
[2022-04-14 21:48:08 main:574] : INFO : Epoch 1864 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 3989.89 ms
[2022-04-14 21:48:12 main:574] : INFO : Epoch 1865 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 4192.49 ms
[2022-04-14 21:48:16 main:574] : INFO : Epoch 1866 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 3993.46 ms
[2022-04-14 21:48:20 main:574] : INFO : Epoch 1867 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 3901.74 ms
[2022-04-14 21:48:24 main:574] : INFO : Epoch 1868 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 4057.36 ms
[2022-04-14 21:48:28 main:574] : INFO : Epoch 1869 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 4234.23 ms
[2022-04-14 21:48:32 main:574] : INFO : Epoch 1870 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 4180.16 ms
[2022-04-14 21:48:37 main:574] : INFO : Epoch 1871 | loss: 0.031172 | val_loss: 0.0311766 | Time: 4745.25 ms
[2022-04-14 21:48:43 main:574] : INFO : Epoch 1872 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 6291.11 ms
[2022-04-14 21:48:49 main:574] : INFO : Epoch 1873 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 6101.87 ms
[2022-04-14 21:48:56 main:574] : INFO : Epoch 1874 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 6421.17 ms
[2022-04-14 21:49:02 main:574] : INFO : Epoch 1875 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 6247.57 ms
[2022-04-14 21:49:08 main:574] : INFO : Epoch 1876 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 6083.2 ms
[2022-04-14 21:49:14 main:574] : INFO : Epoch 1877 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 5234.02 ms
[2022-04-14 21:49:20 main:574] : INFO : Epoch 1878 | loss: 0.031172 | val_loss: 0.0311767 | Time: 6451.34 ms
[2022-04-14 21:49:27 main:574] : INFO : Epoch 1879 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 7356.43 ms
[2022-04-14 21:49:35 main:574] : INFO : Epoch 1880 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 7418.91 ms
[2022-04-14 21:49:42 main:574] : INFO : Epoch 1881 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 7531.42 ms
[2022-04-14 21:49:50 main:574] : INFO : Epoch 1882 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 7592.35 ms
[2022-04-14 21:49:57 main:574] : INFO : Epoch 1883 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 7469.92 ms
[2022-04-14 21:50:05 main:574] : INFO : Epoch 1884 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 7651.42 ms
[2022-04-14 21:50:13 main:574] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 7670.32 ms
[2022-04-14 21:50:20 main:574] : INFO : Epoch 1886 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 7105.05 ms
[2022-04-14 21:50:25 main:574] : INFO : Epoch 1887 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 4643.81 ms
[2022-04-14 21:50:30 main:574] : INFO : Epoch 1888 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 5887.12 ms
[2022-04-14 21:50:37 main:574] : INFO : Epoch 1889 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 6283.19 ms
[2022-04-14 21:50:43 main:574] : INFO : Epoch 1890 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 5918.8 ms
[2022-04-14 21:50:49 main:574] : INFO : Epoch 1891 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 6186.23 ms
[2022-04-14 21:50:55 main:574] : INFO : Epoch 1892 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 6088.49 ms
[2022-04-14 21:51:01 main:574] : INFO : Epoch 1893 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 6105.74 ms
[2022-04-14 21:51:08 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311764 | Time: 7000.91 ms
[2022-04-14 21:51:15 main:574] : INFO : Epoch 1895 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 7221.9 ms
[2022-04-14 21:51:23 main:574] : INFO : Epoch 1896 | loss: 0.0311729 | val_loss: 0.0311819 | Time: 7583.87 ms
[2022-04-14 21:51:31 main:574] : INFO : Epoch 1897 | loss: 0.031173 | val_loss: 0.0311767 | Time: 7556.48 ms
[2022-04-14 21:51:38 main:574] : INFO : Epoch 1898 | loss: 0.031172 | val_loss: 0.0311787 | Time: 7522.14 ms
[2022-04-14 21:51:46 main:574] : INFO : Epoch 1899 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 7587.45 ms
[2022-04-14 21:51:54 main:574] : INFO : Epoch 1900 | loss: 0.0311714 | val_loss: 0.0311759 | Time: 7931.9 ms
[2022-04-14 21:52:01 main:574] : INFO : Epoch 1901 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 7429.07 ms
[2022-04-14 21:52:06 main:574] : INFO : Epoch 1902 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 4643.89 ms
[2022-04-14 21:52:12 main:574] : INFO : Epoch 1903 | loss: 0.0311736 | val_loss: 0.031176 | Time: 6044.31 ms
[2022-04-14 21:52:18 main:574] : INFO : Epoch 1904 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 6126.77 ms
[2022-04-14 21:52:24 main:574] : INFO : Epoch 1905 | loss: 0.031172 | val_loss: 0.0311772 | Time: 6005.03 ms
[2022-04-14 21:52:30 main:574] : INFO : Epoch 1906 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 6062.16 ms
[2022-04-14 21:52:36 main:574] : INFO : Epoch 1907 | loss: 0.0311717 | val_loss: 0.031181 | Time: 6124.26 ms
[2022-04-14 21:52:42 main:574] : INFO : Epoch 1908 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 5567.22 ms
[2022-04-14 21:52:49 main:574] : INFO : Epoch 1909 | loss: 0.0311743 | val_loss: 0.0311902 | Time: 7260.71 ms
[2022-04-14 21:52:56 main:574] : INFO : Epoch 1910 | loss: 0.0319542 | val_loss: 0.0396037 | Time: 7123.21 ms
[2022-04-14 21:53:03 main:574] : INFO : Epoch 1911 | loss: 0.0363086 | val_loss: 0.0327885 | Time: 7294.81 ms
[2022-04-14 21:53:11 main:574] : INFO : Epoch 1912 | loss: 0.0321325 | val_loss: 0.0313255 | Time: 7251.21 ms
[2022-04-14 21:53:18 main:574] : INFO : Epoch 1913 | loss: 0.0314068 | val_loss: 0.0312436 | Time: 7475.17 ms
[2022-04-14 21:53:26 main:574] : INFO : Epoch 1914 | loss: 0.031241 | val_loss: 0.0312225 | Time: 7530.14 ms
[2022-04-14 21:53:33 main:574] : INFO : Epoch 1915 | loss: 0.0312151 | val_loss: 0.0312038 | Time: 7601.58 ms
[2022-04-14 21:53:41 main:574] : INFO : Epoch 1916 | loss: 0.0311969 | val_loss: 0.0311882 | Time: 7651.69 ms
[2022-04-14 21:53:47 main:574] : INFO : Epoch 1917 | loss: 0.0311863 | val_loss: 0.031183 | Time: 6306.2 ms
[2022-04-14 21:53:53 main:574] : INFO : Epoch 1918 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 5225.36 ms
[2022-04-14 21:53:58 main:574] : INFO : Epoch 1919 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 5831.71 ms
[2022-04-14 21:54:04 main:574] : INFO : Epoch 1920 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 5992.64 ms
[2022-04-14 21:54:11 main:574] : INFO : Epoch 1921 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 6159.42 ms
[2022-04-14 21:54:17 main:574] : INFO : Epoch 1922 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 6056.52 ms
[2022-04-14 21:54:23 main:574] : INFO : Epoch 1923 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 6051.89 ms
[2022-04-14 21:54:29 main:574] : INFO : Epoch 1924 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 6418.18 ms
[2022-04-14 21:54:37 main:574] : INFO : Epoch 1925 | loss: 0.0311799 | val_loss: 0.0311868 | Time: 7312.99 ms
[2022-04-14 21:54:44 main:574] : INFO : Epoch 1926 | loss: 0.031179 | val_loss: 0.031178 | Time: 7114.94 ms
[2022-04-14 21:54:51 main:574] : INFO : Epoch 1927 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 7325.09 ms
[2022-04-14 21:54:59 main:574] : INFO : Epoch 1928 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 7612.6 ms
[2022-04-14 21:55:06 main:574] : INFO : Epoch 1929 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 7752.67 ms
[2022-04-14 21:55:14 main:574] : INFO : Epoch 1930 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 7974.27 ms
[2022-04-14 21:55:22 main:574] : INFO : Epoch 1931 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 7608.74 ms
[2022-04-14 21:55:29 main:574] : INFO : Epoch 1932 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 7011.77 ms
[2022-04-14 21:55:34 main:574] : INFO : Epoch 1933 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 5051.96 ms
[2022-04-14 21:55:40 main:574] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 6191.19 ms
[2022-04-14 21:55:46 main:574] : INFO : Epoch 1935 | loss: 0.031173 | val_loss: 0.0311786 | Time: 6163.8 ms
[2022-04-14 21:55:53 main:574] : INFO : Epoch 1936 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 6177.44 ms
[2022-04-14 21:55:59 main:574] : INFO : Epoch 1937 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 6022.78 ms
[2022-04-14 21:56:05 main:574] : INFO : Epoch 1938 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 6315.68 ms
[2022-04-14 21:56:11 main:574] : INFO : Epoch 1939 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 5832.07 ms
[2022-04-14 21:56:18 main:574] : INFO : Epoch 1940 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 6869.97 ms
[2022-04-14 21:56:25 main:574] : INFO : Epoch 1941 | loss: 0.0311728 | val_loss: 0.031182 | Time: 7233.15 ms
[2022-04-14 21:56:33 main:574] : INFO : Epoch 1942 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 7692.89 ms
[2022-04-14 21:56:41 main:574] : INFO : Epoch 1943 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 7848.05 ms
[2022-04-14 21:56:48 main:574] : INFO : Epoch 1944 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 7655.52 ms
[2022-04-14 21:56:56 main:574] : INFO : Epoch 1945 | loss: 0.0311732 | val_loss: 0.031179 | Time: 8010.22 ms
[2022-04-14 21:57:04 main:574] : INFO : Epoch 1946 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 8020.8 ms
[2022-04-14 21:57:12 main:574] : INFO : Epoch 1947 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 8038.97 ms
[2022-04-14 21:57:18 main:574] : INFO : Epoch 1948 | loss: 0.031172 | val_loss: 0.0311809 | Time: 5952.95 ms
[2022-04-14 21:57:23 main:574] : INFO : Epoch 1949 | loss: 0.031174 | val_loss: 0.0311782 | Time: 4342.77 ms
[2022-04-14 21:57:27 main:574] : INFO : Epoch 1950 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 3936.99 ms
[2022-04-14 21:57:31 main:574] : INFO : Epoch 1951 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 4012.98 ms
[2022-04-14 21:57:35 main:574] : INFO : Epoch 1952 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 3924.19 ms
[2022-04-14 21:57:38 main:574] : INFO : Epoch 1953 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 3917.63 ms
[2022-04-14 21:57:43 main:574] : INFO : Epoch 1954 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 4389.78 ms
[2022-04-14 21:57:47 main:574] : INFO : Epoch 1955 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 3806.35 ms
[2022-04-14 21:57:51 main:574] : INFO : Epoch 1956 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 4236.05 ms
[2022-04-14 21:57:55 main:574] : INFO : Epoch 1957 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 4106.33 ms
[2022-04-14 21:57:59 main:574] : INFO : Epoch 1958 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 4100.12 ms
[2022-04-14 21:58:03 main:574] : INFO : Epoch 1959 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 4011.99 ms
[2022-04-14 21:58:07 main:574] : INFO : Epoch 1960 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 4023.72 ms
[2022-04-14 21:58:11 main:574] : INFO : Epoch 1961 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 4126.89 ms
[2022-04-14 21:58:15 main:574] : INFO : Epoch 1962 | loss: 0.031173 | val_loss: 0.0311765 | Time: 4116.55 ms
[2022-04-14 21:58:20 main:574] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.031177 | Time: 4321.3 ms
[2022-04-14 21:58:24 main:574] : INFO : Epoch 1964 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 4456.16 ms
[2022-04-14 21:58:29 main:574] : INFO : Epoch 1965 | loss: 0.0311746 | val_loss: 0.03118 | Time: 4432.5 ms
[2022-04-14 21:58:35 main:574] : INFO : Epoch 1966 | loss: 0.031174 | val_loss: 0.0311781 | Time: 6357.86 ms
[2022-04-14 21:58:41 main:574] : INFO : Epoch 1967 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 6107.55 ms
[2022-04-14 21:58:48 main:574] : INFO : Epoch 1968 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 6286.59 ms
[2022-04-14 21:58:54 main:574] : INFO : Epoch 1969 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 5995.18 ms
[2022-04-14 21:58:59 main:574] : INFO : Epoch 1970 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 5478.14 ms
[2022-04-14 21:59:05 main:574] : INFO : Epoch 1971 | loss: 0.031173 | val_loss: 0.0311786 | Time: 5665.47 ms
[2022-04-14 21:59:12 main:574] : INFO : Epoch 1972 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 7495.22 ms
[2022-04-14 21:59:20 main:574] : INFO : Epoch 1973 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 7701.62 ms
[2022-04-14 21:59:28 main:574] : INFO : Epoch 1974 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 8169.04 ms
[2022-04-14 21:59:37 main:574] : INFO : Epoch 1975 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 8566.61 ms
[2022-04-14 21:59:45 main:574] : INFO : Epoch 1976 | loss: 0.031174 | val_loss: 0.0311775 | Time: 8306.38 ms
[2022-04-14 21:59:54 main:574] : INFO : Epoch 1977 | loss: 0.031173 | val_loss: 0.0311783 | Time: 8581.49 ms
[2022-04-14 22:00:02 main:574] : INFO : Epoch 1978 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 8712.36 ms
[2022-04-14 22:00:08 main:574] : INFO : Epoch 1979 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 5881.54 ms
[2022-04-14 22:00:14 main:574] : INFO : Epoch 1980 | loss: 0.0311729 | val_loss: 0.0311828 | Time: 6159.61 ms
[2022-04-14 22:00:21 main:574] : INFO : Epoch 1981 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 6461.5 ms
[2022-04-14 22:00:27 main:574] : INFO : Epoch 1982 | loss: 0.031174 | val_loss: 0.0311752 | Time: 6255.08 ms
[2022-04-14 22:00:34 main:574] : INFO : Epoch 1983 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 6525.92 ms
[2022-04-14 22:00:40 main:574] : INFO : Epoch 1984 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 6075.4 ms
[2022-04-14 22:00:47 main:574] : INFO : Epoch 1985 | loss: 0.0311718 | val_loss: 0.0311761 | Time: 7428.66 ms
[2022-04-14 22:00:55 main:574] : INFO : Epoch 1986 | loss: 0.031171 | val_loss: 0.0311758 | Time: 7390.92 ms
[2022-04-14 22:01:03 main:574] : INFO : Epoch 1987 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 8325.75 ms
[2022-04-14 22:01:11 main:574] : INFO : Epoch 1988 | loss: 0.0311712 | val_loss: 0.031176 | Time: 8258.07 ms
[2022-04-14 22:01:20 main:574] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311771 | Time: 8624.26 ms
[2022-04-14 22:01:28 main:574] : INFO : Epoch 1990 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 8329.08 ms
[2022-04-14 22:01:37 main:574] : INFO : Epoch 1991 | loss: 0.0311703 | val_loss: 0.031175 | Time: 8727.55 ms
[2022-04-14 22:01:44 main:574] : INFO : Epoch 1992 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 6428.28 ms
[2022-04-14 22:01:50 main:574] : INFO : Epoch 1993 | loss: 0.0311721 | val_loss: 0.031174 | Time: 6162.62 ms
[2022-04-14 22:01:56 main:574] : INFO : Epoch 1994 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 6221.73 ms
[2022-04-14 22:02:02 main:574] : INFO : Epoch 1995 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 6065.2 ms
[2022-04-14 22:02:08 main:574] : INFO : Epoch 1996 | loss: 0.03117 | val_loss: 0.0311734 | Time: 6085.61 ms
[2022-04-14 22:02:14 main:574] : INFO : Epoch 1997 | loss: 0.0311711 | val_loss: 0.031174 | Time: 6041.34 ms
[2022-04-14 22:02:21 main:574] : INFO : Epoch 1998 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 7208.23 ms
[2022-04-14 22:02:29 main:574] : INFO : Epoch 1999 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 7646.79 ms
[2022-04-14 22:02:37 main:574] : INFO : Epoch 2000 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 8093.3 ms
[2022-04-14 22:02:45 main:574] : INFO : Epoch 2001 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 7954.24 ms
[2022-04-14 22:02:51 main:574] : INFO : Epoch 2002 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 5852.36 ms
[2022-04-14 22:02:55 main:574] : INFO : Epoch 2003 | loss: 0.0311738 | val_loss: 0.0311751 | Time: 3941.46 ms
[2022-04-14 22:02:59 main:574] : INFO : Epoch 2004 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 3683.93 ms
[2022-04-14 22:03:03 main:574] : INFO : Epoch 2005 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 4208.18 ms
[2022-04-14 22:03:07 main:574] : INFO : Epoch 2006 | loss: 0.031177 | val_loss: 0.0311767 | Time: 4296.13 ms
[2022-04-14 22:03:11 main:574] : INFO : Epoch 2007 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 4267.9 ms
[2022-04-14 22:03:16 main:574] : INFO : Epoch 2008 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 4043.64 ms
[2022-04-14 22:03:20 main:574] : INFO : Epoch 2009 | loss: 0.0311768 | val_loss: 0.031176 | Time: 4155.74 ms
[2022-04-14 22:03:24 main:574] : INFO : Epoch 2010 | loss: 0.031177 | val_loss: 0.0311752 | Time: 4178.88 ms
[2022-04-14 22:03:28 main:574] : INFO : Epoch 2011 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 4013.64 ms
[2022-04-14 22:03:32 main:574] : INFO : Epoch 2012 | loss: 0.0311774 | val_loss: 0.031175 | Time: 3989.74 ms
[2022-04-14 22:03:36 main:574] : INFO : Epoch 2013 | loss: 0.0311763 | val_loss: 0.0311761 | Time: 4092.57 ms
[2022-04-14 22:03:41 main:574] : INFO : Epoch 2014 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 4934.82 ms
[2022-04-14 22:03:47 main:574] : INFO : Epoch 2015 | loss: 0.0311775 | val_loss: 0.0311768 | Time: 6309.74 ms
[2022-04-14 22:03:53 main:574] : INFO : Epoch 2016 | loss: 0.0311769 | val_loss: 0.0311741 | Time: 5960.83 ms
[2022-04-14 22:03:59 main:574] : INFO : Epoch 2017 | loss: 0.0311762 | val_loss: 0.0311744 | Time: 5769.45 ms
[2022-04-14 22:04:05 main:574] : INFO : Epoch 2018 | loss: 0.031177 | val_loss: 0.0311821 | Time: 6120.93 ms
[2022-04-14 22:04:11 main:574] : INFO : Epoch 2019 | loss: 0.0311783 | val_loss: 0.0311771 | Time: 6227.42 ms
[2022-04-14 22:04:17 main:574] : INFO : Epoch 2020 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 5542.21 ms
[2022-04-14 22:04:24 main:574] : INFO : Epoch 2021 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 7379.56 ms
[2022-04-14 22:04:32 main:574] : INFO : Epoch 2022 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 7645.35 ms
[2022-04-14 22:04:40 main:574] : INFO : Epoch 2023 | loss: 0.0311772 | val_loss: 0.0311746 | Time: 7691.63 ms
[2022-04-14 22:04:48 main:574] : INFO : Epoch 2024 | loss: 0.0311748 | val_loss: 0.0311749 | Time: 8387.83 ms
[2022-04-14 22:04:57 main:574] : INFO : Epoch 2025 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 8490.52 ms
[2022-04-14 22:05:05 main:574] : INFO : Epoch 2026 | loss: 0.0311748 | val_loss: 0.0311747 | Time: 8551.14 ms
[2022-04-14 22:05:14 main:574] : INFO : Epoch 2027 | loss: 0.0311764 | val_loss: 0.031178 | Time: 8344.58 ms
[2022-04-14 22:05:20 main:574] : INFO : Epoch 2028 | loss: 0.0311766 | val_loss: 0.0311739 | Time: 6771.21 ms
[2022-04-14 22:05:26 main:574] : INFO : Epoch 2029 | loss: 0.0311764 | val_loss: 0.0311745 | Time: 5870.43 ms
[2022-04-14 22:05:32 main:574] : INFO : Epoch 2030 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 6109.63 ms
[2022-04-14 22:05:38 main:574] : INFO : Epoch 2031 | loss: 0.0311755 | val_loss: 0.0311755 | Time: 6027.39 ms
[2022-04-14 22:05:44 main:574] : INFO : Epoch 2032 | loss: 0.0311755 | val_loss: 0.0311737 | Time: 6022.98 ms
[2022-04-14 22:05:51 main:574] : INFO : Epoch 2033 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 6078.4 ms
[2022-04-14 22:05:56 main:574] : INFO : Epoch 2034 | loss: 0.031174 | val_loss: 0.031176 | Time: 5783.03 ms
[2022-04-14 22:06:04 main:574] : INFO : Epoch 2035 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 7165.46 ms
[2022-04-14 22:06:11 main:574] : INFO : Epoch 2036 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 7550.2 ms
[2022-04-14 22:06:19 main:574] : INFO : Epoch 2037 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 8142.4 ms
[2022-04-14 22:06:28 main:574] : INFO : Epoch 2038 | loss: 0.0311769 | val_loss: 0.0311757 | Time: 8879.41 ms
[2022-04-14 22:06:37 main:574] : INFO : Epoch 2039 | loss: 0.0311778 | val_loss: 0.0311762 | Time: 8481.75 ms
[2022-04-14 22:06:45 main:574] : INFO : Epoch 2040 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 8248.32 ms
[2022-04-14 22:06:54 main:574] : INFO : Epoch 2041 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 8782.74 ms
[2022-04-14 22:07:00 main:574] : INFO : Epoch 2042 | loss: 0.0311782 | val_loss: 0.0311763 | Time: 6195.77 ms
[2022-04-14 22:07:06 main:574] : INFO : Epoch 2043 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 6171.11 ms
[2022-04-14 22:07:12 main:574] : INFO : Epoch 2044 | loss: 0.031178 | val_loss: 0.0311783 | Time: 6112.24 ms
[2022-04-14 22:07:19 main:574] : INFO : Epoch 2045 | loss: 0.0311799 | val_loss: 0.0311797 | Time: 6230.64 ms
[2022-04-14 22:07:24 main:574] : INFO : Epoch 2046 | loss: 0.0311771 | val_loss: 0.0311755 | Time: 5855 ms
[2022-04-14 22:07:31 main:574] : INFO : Epoch 2047 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 6127.62 ms
[2022-04-14 22:07:37 main:574] : INFO : Epoch 2048 | loss: 0.0311755 | val_loss: 0.0311777 | Time: 6221.7 ms
[2022-04-14 22:07:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311777
[2022-04-14 22:07:37 main:603] : INFO : Saving end state to config to file
[2022-04-14 22:07:37 main:608] : INFO : Success, exiting..
22:07:37 (15636): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)