Task 14187040
| Name | ParityModified-1647048467-13702-2-0_0 |
| Workunit | 11248720 |
| Created | 1 Apr 2022, 9:45:40 UTC |
| Sent | 5 Apr 2022, 2:32:45 UTC |
| Report deadline | 13 Apr 2022, 2:32:45 UTC |
| Received | 10 Apr 2022, 16:31:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 30 min 22 sec |
| CPU time | 2 hours 28 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 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> NFO : Epoch 1542 | loss: 0.0311751 | val_loss: 0.0311858 | Time: 4399.54 ms [2022-04-10 17:54:03 main:574] : INFO : Epoch 1543 | loss: 0.031189 | val_loss: 0.0311898 | Time: 4358.06 ms [2022-04-10 17:54:07 main:574] : INFO : Epoch 1544 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 4367.61 ms [2022-04-10 17:54:12 main:574] : INFO : Epoch 1545 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 4420.31 ms [2022-04-10 17:54:16 main:574] : INFO : Epoch 1546 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 4378.04 ms [2022-04-10 17:54:20 main:574] : INFO : Epoch 1547 | loss: 0.0311671 | val_loss: 0.0311817 | Time: 4346.68 ms [2022-04-10 17:54:25 main:574] : INFO : Epoch 1548 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 4433.99 ms [2022-04-10 17:54:29 main:574] : INFO : Epoch 1549 | loss: 0.0311645 | val_loss: 0.0311795 | Time: 4423.4 ms [2022-04-10 17:54:34 main:574] : INFO : Epoch 1550 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 4399.04 ms [2022-04-10 17:54:38 main:574] : INFO : Epoch 1551 | loss: 0.0311622 | val_loss: 0.0311812 | Time: 4477.71 ms [2022-04-10 17:54:42 main:574] : INFO : Epoch 1552 | loss: 0.0311661 | val_loss: 0.031183 | Time: 4338.81 ms [2022-04-10 17:54:47 main:574] : INFO : Epoch 1553 | loss: 0.0311642 | val_loss: 0.0311819 | Time: 4350.15 ms [2022-04-10 17:54:51 main:574] : INFO : Epoch 1554 | loss: 0.0311628 | val_loss: 0.0311859 | Time: 4345.73 ms [2022-04-10 17:54:55 main:574] : INFO : Epoch 1555 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 4368.42 ms [2022-04-10 17:55:00 main:574] : INFO : Epoch 1556 | loss: 0.0311638 | val_loss: 0.0311798 | Time: 4380.09 ms [2022-04-10 17:55:04 main:574] : INFO : Epoch 1557 | loss: 0.0311633 | val_loss: 0.0311802 | Time: 4373.38 ms [2022-04-10 17:55:09 main:574] : INFO : Epoch 1558 | loss: 0.0311613 | val_loss: 0.0311824 | Time: 4326.4 ms [2022-04-10 17:55:13 main:574] : INFO : Epoch 1559 | loss: 0.0311641 | val_loss: 0.0311779 | Time: 4412.43 ms [2022-04-10 17:55:17 main:574] : INFO : Epoch 1560 | loss: 0.0311636 | val_loss: 0.0311811 | Time: 4399.52 ms [2022-04-10 17:55:22 main:574] : INFO : Epoch 1561 | loss: 0.0311607 | val_loss: 0.0311782 | Time: 4349.26 ms [2022-04-10 17:55:26 main:574] : INFO : Epoch 1562 | loss: 0.0311596 | val_loss: 0.0311807 | Time: 4376.4 ms [2022-04-10 17:55:31 main:574] : INFO : Epoch 1563 | loss: 0.0311594 | val_loss: 0.0311786 | Time: 4392.74 ms [2022-04-10 17:55:35 main:574] : INFO : Epoch 1564 | loss: 0.0311584 | val_loss: 0.031181 | Time: 4381.38 ms [2022-04-10 17:55:39 main:574] : INFO : Epoch 1565 | loss: 0.0311611 | val_loss: 0.0311825 | Time: 4387.39 ms [2022-04-10 17:55:44 main:574] : INFO : Epoch 1566 | loss: 0.0311599 | val_loss: 0.0311841 | Time: 4467.93 ms [2022-04-10 17:55:48 main:574] : INFO : Epoch 1567 | loss: 0.03116 | val_loss: 0.0311808 | Time: 4386.81 ms [2022-04-10 17:55:53 main:574] : INFO : Epoch 1568 | loss: 0.0311582 | val_loss: 0.0311797 | Time: 4475.92 ms [2022-04-10 17:55:57 main:574] : INFO : Epoch 1569 | loss: 0.0311591 | val_loss: 0.0311784 | Time: 4443.96 ms [2022-04-10 17:56:01 main:574] : INFO : Epoch 1570 | loss: 0.0311598 | val_loss: 0.0311816 | Time: 4358.31 ms [2022-04-10 17:56:06 main:574] : INFO : Epoch 1571 | loss: 0.0311583 | val_loss: 0.0311802 | Time: 4372.5 ms [2022-04-10 17:56:10 main:574] : INFO : Epoch 1572 | loss: 0.03116 | val_loss: 0.0311809 | Time: 4296.92 ms [2022-04-10 17:56:14 main:574] : INFO : Epoch 1573 | loss: 0.031158 | val_loss: 0.0311823 | Time: 4364.01 ms [2022-04-10 17:56:19 main:574] : INFO : Epoch 1574 | loss: 0.0311575 | val_loss: 0.0311836 | Time: 4430.68 ms [2022-04-10 17:56:23 main:574] : INFO : Epoch 1575 | loss: 0.0311564 | val_loss: 0.0311855 | Time: 4363.7 ms [2022-04-10 17:56:28 main:574] : INFO : Epoch 1576 | loss: 0.0311589 | val_loss: 0.0311813 | Time: 4409.86 ms [2022-04-10 17:56:32 main:574] : INFO : Epoch 1577 | loss: 0.0311584 | val_loss: 0.031183 | Time: 4462.06 ms [2022-04-10 17:56:37 main:574] : INFO : Epoch 1578 | loss: 0.0311585 | val_loss: 0.0311867 | Time: 4397.74 ms [2022-04-10 17:56:41 main:574] : INFO : Epoch 1579 | loss: 0.0311594 | val_loss: 0.0311851 | Time: 4403.96 ms [2022-04-10 17:56:45 main:574] : INFO : Epoch 1580 | loss: 0.0311576 | val_loss: 0.0311826 | Time: 4341.6 ms [2022-04-10 17:56:50 main:574] : INFO : Epoch 1581 | loss: 0.0311603 | val_loss: 0.0311833 | Time: 4389.24 ms [2022-04-10 17:56:54 main:574] : INFO : Epoch 1582 | loss: 0.0311584 | val_loss: 0.0311829 | Time: 4442.87 ms [2022-04-10 17:56:59 main:574] : INFO : Epoch 1583 | loss: 0.0311535 | val_loss: 0.0311825 | Time: 4374.9 ms [2022-04-10 17:57:03 main:574] : INFO : Epoch 1584 | loss: 0.031153 | val_loss: 0.031184 | Time: 4372.03 ms [2022-04-10 17:57:07 main:574] : INFO : Epoch 1585 | loss: 0.0311539 | val_loss: 0.0311829 | Time: 4422.45 ms [2022-04-10 17:57:12 main:574] : INFO : Epoch 1586 | loss: 0.0311583 | val_loss: 0.0311875 | Time: 4414.44 ms [2022-04-10 17:57:16 main:574] : INFO : Epoch 1587 | loss: 0.0311587 | val_loss: 0.0311829 | Time: 4423.98 ms [2022-04-10 17:57:21 main:574] : INFO : Epoch 1588 | loss: 0.0311589 | val_loss: 0.0311809 | Time: 4442.71 ms [2022-04-10 17:57:25 main:574] : INFO : Epoch 1589 | loss: 0.0311562 | val_loss: 0.0311828 | Time: 4408.17 ms [2022-04-10 17:57:29 main:574] : INFO : Epoch 1590 | loss: 0.031157 | val_loss: 0.0311792 | Time: 4327.83 ms [2022-04-10 17:57:34 main:574] : INFO : Epoch 1591 | loss: 0.0311555 | val_loss: 0.0311817 | Time: 4407.89 ms [2022-04-10 17:57:38 main:574] : INFO : Epoch 1592 | loss: 0.0311552 | val_loss: 0.031185 | Time: 4436.15 ms [2022-04-10 17:57:43 main:574] : INFO : Epoch 1593 | loss: 0.0311551 | val_loss: 0.0311868 | Time: 4372.95 ms [2022-04-10 17:57:47 main:574] : INFO : Epoch 1594 | loss: 0.0311535 | val_loss: 0.0311848 | Time: 4342.13 ms [2022-04-10 17:57:51 main:574] : INFO : Epoch 1595 | loss: 0.0311562 | val_loss: 0.0311865 | Time: 4405.57 ms [2022-04-10 17:57:56 main:574] : INFO : Epoch 1596 | loss: 0.0311537 | val_loss: 0.0311835 | Time: 4370.67 ms [2022-04-10 17:58:00 main:574] : INFO : Epoch 1597 | loss: 0.0311518 | val_loss: 0.0311835 | Time: 4369.08 ms [2022-04-10 17:58:05 main:574] : INFO : Epoch 1598 | loss: 0.0311556 | val_loss: 0.0311818 | Time: 4505.32 ms [2022-04-10 17:58:09 main:574] : INFO : Epoch 1599 | loss: 0.0311558 | val_loss: 0.0311807 | Time: 4392.95 ms [2022-04-10 17:58:13 main:574] : INFO : Epoch 1600 | loss: 0.0311549 | val_loss: 0.0311832 | Time: 4430.19 ms [2022-04-10 17:58:18 main:574] : INFO : Epoch 1601 | loss: 0.0311558 | val_loss: 0.0311813 | Time: 4386.47 ms [2022-04-10 17:58:22 main:574] : INFO : Epoch 1602 | loss: 0.0311555 | val_loss: 0.0311843 | Time: 4406.32 ms [2022-04-10 17:58:27 main:574] : INFO : Epoch 1603 | loss: 0.0311541 | val_loss: 0.0311826 | Time: 4382.78 ms [2022-04-10 17:58:31 main:574] : INFO : Epoch 1604 | loss: 0.031154 | val_loss: 0.0311841 | Time: 4426.86 ms [2022-04-10 17:58:36 main:574] : INFO : Epoch 1605 | loss: 0.031154 | val_loss: 0.0311816 | Time: 4419.79 ms [2022-04-10 17:58:40 main:574] : INFO : Epoch 1606 | loss: 0.0311547 | val_loss: 0.0311827 | Time: 4406.56 ms [2022-04-10 17:58:44 main:574] : INFO : Epoch 1607 | loss: 0.0311552 | val_loss: 0.0311841 | Time: 4403.11 ms [2022-04-10 17:58:49 main:574] : INFO : Epoch 1608 | loss: 0.031157 | val_loss: 0.0311838 | Time: 4421.43 ms [2022-04-10 17:58:53 main:574] : INFO : Epoch 1609 | loss: 0.0311547 | val_loss: 0.0311831 | Time: 4392.74 ms [2022-04-10 17:58:58 main:574] : INFO : Epoch 1610 | loss: 0.0311536 | val_loss: 0.031179 | Time: 4355.35 ms [2022-04-10 17:59:02 main:574] : INFO : Epoch 1611 | loss: 0.0311535 | val_loss: 0.0311785 | Time: 4411.79 ms [2022-04-10 17:59:06 main:574] : INFO : Epoch 1612 | loss: 0.0311519 | val_loss: 0.0311818 | Time: 4391.42 ms [2022-04-10 17:59:11 main:574] : INFO : Epoch 1613 | loss: 0.0311556 | val_loss: 0.0311819 | Time: 4402.19 ms [2022-04-10 17:59:15 main:574] : INFO : Epoch 1614 | loss: 0.0311585 | val_loss: 0.031184 | Time: 4402.61 ms [2022-04-10 17:59:20 main:574] : INFO : Epoch 1615 | loss: 0.0311598 | val_loss: 0.031178 | Time: 4380.93 ms [2022-04-10 17:59:24 main:574] : INFO : Epoch 1616 | loss: 0.0311588 | val_loss: 0.0311814 | Time: 4423.7 ms [2022-04-10 17:59:28 main:574] : INFO : Epoch 1617 | loss: 0.0311559 | val_loss: 0.0311832 | Time: 4333.73 ms [2022-04-10 17:59:33 main:574] : INFO : Epoch 1618 | loss: 0.0311564 | val_loss: 0.0311868 | Time: 4391.96 ms [2022-04-10 17:59:37 main:574] : INFO : Epoch 1619 | loss: 0.0311531 | val_loss: 0.0311826 | Time: 4364.37 ms [2022-04-10 17:59:41 main:574] : INFO : Epoch 1620 | loss: 0.0311539 | val_loss: 0.0311813 | Time: 4395.83 ms [2022-04-10 17:59:46 main:574] : INFO : Epoch 1621 | loss: 0.0311589 | val_loss: 0.0311809 | Time: 4362.93 ms [2022-04-10 17:59:50 main:574] : INFO : Epoch 1622 | loss: 0.0311547 | val_loss: 0.0311862 | Time: 4422.33 ms [2022-04-10 17:59:55 main:574] : INFO : Epoch 1623 | loss: 0.0311542 | val_loss: 0.0311805 | Time: 4417.37 ms [2022-04-10 17:59:59 main:574] : INFO : Epoch 1624 | loss: 0.0311546 | val_loss: 0.0311838 | Time: 4388.07 ms [2022-04-10 18:00:03 main:574] : INFO : Epoch 1625 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 4365.93 ms [2022-04-10 18:00:08 main:574] : INFO : Epoch 1626 | loss: 0.0311558 | val_loss: 0.0311797 | Time: 4392.94 ms [2022-04-10 18:00:12 main:574] : INFO : Epoch 1627 | loss: 0.0311543 | val_loss: 0.0311801 | Time: 4409.12 ms [2022-04-10 18:00:17 main:574] : INFO : Epoch 1628 | loss: 0.0311524 | val_loss: 0.0311775 | Time: 4442.12 ms [2022-04-10 18:00:21 main:574] : INFO : Epoch 1629 | loss: 0.0311528 | val_loss: 0.0311829 | Time: 4360.12 ms [2022-04-10 18:00:25 main:574] : INFO : Epoch 1630 | loss: 0.0311514 | val_loss: 0.0311816 | Time: 4387.3 ms [2022-04-10 18:00:30 main:574] : INFO : Epoch 1631 | loss: 0.0311531 | val_loss: 0.0311799 | Time: 4401.23 ms [2022-04-10 18:00:34 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311797 | Time: 4345.63 ms [2022-04-10 18:00:39 main:574] : INFO : Epoch 1633 | loss: 0.0311667 | val_loss: 0.0311837 | Time: 4418.62 ms [2022-04-10 18:00:43 main:574] : INFO : Epoch 1634 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 4407.7 ms [2022-04-10 18:00:47 main:574] : INFO : Epoch 1635 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 4350.16 ms [2022-04-10 18:00:52 main:574] : INFO : Epoch 1636 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 4396.77 ms [2022-04-10 18:00:56 main:574] : INFO : Epoch 1637 | loss: 0.0311593 | val_loss: 0.0311823 | Time: 4401.99 ms [2022-04-10 18:01:01 main:574] : INFO : Epoch 1638 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 4401.34 ms [2022-04-10 18:01:05 main:574] : INFO : Epoch 1639 | loss: 0.0311598 | val_loss: 0.0311786 | Time: 4408.56 ms [2022-04-10 18:01:10 main:574] : INFO : Epoch 1640 | loss: 0.0311571 | val_loss: 0.0311804 | Time: 4486.58 ms [2022-04-10 18:01:14 main:574] : INFO : Epoch 1641 | loss: 0.0311566 | val_loss: 0.0311781 | Time: 4403.35 ms [2022-04-10 18:01:18 main:574] : INFO : Epoch 1642 | loss: 0.0311568 | val_loss: 0.0311822 | Time: 4394.79 ms [2022-04-10 18:01:23 main:574] : INFO : Epoch 1643 | loss: 0.0311556 | val_loss: 0.0311767 | Time: 4424.48 ms [2022-04-10 18:01:27 main:574] : INFO : Epoch 1644 | loss: 0.0311573 | val_loss: 0.031178 | Time: 4372.78 ms [2022-04-10 18:01:31 main:574] : INFO : Epoch 1645 | loss: 0.0311586 | val_loss: 0.0311806 | Time: 4266.69 ms [2022-04-10 18:01:36 main:574] : INFO : Epoch 1646 | loss: 0.0311582 | val_loss: 0.0311778 | Time: 4345.4 ms [2022-04-10 18:01:40 main:574] : INFO : Epoch 1647 | loss: 0.0311573 | val_loss: 0.0311796 | Time: 4385.67 ms [2022-04-10 18:01:45 main:574] : INFO : Epoch 1648 | loss: 0.0311575 | val_loss: 0.0311773 | Time: 4417.68 ms [2022-04-10 18:01:49 main:574] : INFO : Epoch 1649 | loss: 0.0311606 | val_loss: 0.0311767 | Time: 4384.47 ms [2022-04-10 18:01:53 main:574] : INFO : Epoch 1650 | loss: 0.0311603 | val_loss: 0.0311827 | Time: 4333.42 ms [2022-04-10 18:01:58 main:574] : INFO : Epoch 1651 | loss: 0.0311587 | val_loss: 0.031177 | Time: 4422.48 ms [2022-04-10 18:02:02 main:574] : INFO : Epoch 1652 | loss: 0.0311581 | val_loss: 0.0311804 | Time: 4395.67 ms [2022-04-10 18:02:07 main:574] : INFO : Epoch 1653 | loss: 0.0311593 | val_loss: 0.0311805 | Time: 4392.35 ms [2022-04-10 18:02:11 main:574] : INFO : Epoch 1654 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 4368.85 ms [2022-04-10 18:02:15 main:574] : INFO : Epoch 1655 | loss: 0.0311591 | val_loss: 0.0311773 | Time: 4402.43 ms [2022-04-10 18:02:20 main:574] : INFO : Epoch 1656 | loss: 0.0311587 | val_loss: 0.0311832 | Time: 4412.78 ms [2022-04-10 18:02:24 main:574] : INFO : Epoch 1657 | loss: 0.0311653 | val_loss: 0.0311796 | Time: 4376.72 ms [2022-04-10 18:02:29 main:574] : INFO : Epoch 1658 | loss: 0.0311636 | val_loss: 0.0311801 | Time: 4431.45 ms [2022-04-10 18:02:33 main:574] : INFO : Epoch 1659 | loss: 0.0311616 | val_loss: 0.0311782 | Time: 4422.87 ms [2022-04-10 18:02:37 main:574] : INFO : Epoch 1660 | loss: 0.0311616 | val_loss: 0.0311839 | Time: 4345.32 ms [2022-04-10 18:02:42 main:574] : INFO : Epoch 1661 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 4380.51 ms [2022-04-10 18:02:46 main:574] : INFO : Epoch 1662 | loss: 0.0311648 | val_loss: 0.0311914 | Time: 4444.08 ms [2022-04-10 18:02:51 main:574] : INFO : Epoch 1663 | loss: 0.0311678 | val_loss: 0.0311827 | Time: 4400.22 ms [2022-04-10 18:02:55 main:574] : INFO : Epoch 1664 | loss: 0.0311667 | val_loss: 0.0311806 | Time: 4331.96 ms [2022-04-10 18:02:59 main:574] : INFO : Epoch 1665 | loss: 0.0311597 | val_loss: 0.031177 | Time: 4363.03 ms [2022-04-10 18:03:04 main:574] : INFO : Epoch 1666 | loss: 0.0311588 | val_loss: 0.0311746 | Time: 4410.69 ms [2022-04-10 18:03:08 main:574] : INFO : Epoch 1667 | loss: 0.0311587 | val_loss: 0.0311744 | Time: 4432.08 ms [2022-04-10 18:03:13 main:574] : INFO : Epoch 1668 | loss: 0.0311576 | val_loss: 0.0311754 | Time: 4413.69 ms [2022-04-10 18:03:17 main:574] : INFO : Epoch 1669 | loss: 0.0311587 | val_loss: 0.0311772 | Time: 4317.33 ms [2022-04-10 18:03:21 main:574] : INFO : Epoch 1670 | loss: 0.031158 | val_loss: 0.0311744 | Time: 4357.09 ms [2022-04-10 18:03:26 main:574] : INFO : Epoch 1671 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 4448 ms [2022-04-10 18:03:30 main:574] : INFO : Epoch 1672 | loss: 0.0311578 | val_loss: 0.0311783 | Time: 4462.09 ms [2022-04-10 18:03:35 main:574] : INFO : Epoch 1673 | loss: 0.0311592 | val_loss: 0.0311816 | Time: 4415.06 ms [2022-04-10 18:03:39 main:574] : INFO : Epoch 1674 | loss: 0.0311569 | val_loss: 0.0311763 | Time: 4388.09 ms [2022-04-10 18:03:43 main:574] : INFO : Epoch 1675 | loss: 0.031158 | val_loss: 0.0311778 | Time: 4382.09 ms [2022-04-10 18:03:48 main:574] : INFO : Epoch 1676 | loss: 0.0311614 | val_loss: 0.0311808 | Time: 4337.24 ms [2022-04-10 18:03:52 main:574] : INFO : Epoch 1677 | loss: 0.031157 | val_loss: 0.0311761 | Time: 4314.04 ms [2022-04-10 18:03:56 main:574] : INFO : Epoch 1678 | loss: 0.0311551 | val_loss: 0.031179 | Time: 4377.93 ms [2022-04-10 18:04:01 main:574] : INFO : Epoch 1679 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 4344.59 ms [2022-04-10 18:04:05 main:574] : INFO : Epoch 1680 | loss: 0.031157 | val_loss: 0.031174 | Time: 4397.92 ms [2022-04-10 18:04:10 main:574] : INFO : Epoch 1681 | loss: 0.0311567 | val_loss: 0.0311749 | Time: 4394.27 ms [2022-04-10 18:04:14 main:574] : INFO : Epoch 1682 | loss: 0.0311567 | val_loss: 0.0311774 | Time: 4334.68 ms [2022-04-10 18:04:18 main:574] : INFO : Epoch 1683 | loss: 0.0311568 | val_loss: 0.0311802 | Time: 4372.37 ms [2022-04-10 18:04:23 main:574] : INFO : Epoch 1684 | loss: 0.0311548 | val_loss: 0.0311786 | Time: 4388.68 ms [2022-04-10 18:04:27 main:574] : INFO : Epoch 1685 | loss: 0.0311551 | val_loss: 0.0311766 | Time: 4451.18 ms [2022-04-10 18:04:31 main:574] : INFO : Epoch 1686 | loss: 0.0311539 | val_loss: 0.031177 | Time: 4391.81 ms [2022-04-10 18:04:36 main:574] : INFO : Epoch 1687 | loss: 0.0311545 | val_loss: 0.0311828 | Time: 4390.92 ms [2022-04-10 18:04:40 main:574] : INFO : Epoch 1688 | loss: 0.0311568 | val_loss: 0.0311825 | Time: 4352.77 ms [2022-04-10 18:04:45 main:574] : INFO : Epoch 1689 | loss: 0.0311552 | val_loss: 0.0311742 | Time: 4424.1 ms [2022-04-10 18:04:49 main:574] : INFO : Epoch 1690 | loss: 0.0311535 | val_loss: 0.0311798 | Time: 4386.38 ms [2022-04-10 18:04:53 main:574] : INFO : Epoch 1691 | loss: 0.0311567 | val_loss: 0.0311856 | Time: 4386.33 ms [2022-04-10 18:04:58 main:574] : INFO : Epoch 1692 | loss: 0.0311578 | val_loss: 0.0311802 | Time: 4397.31 ms [2022-04-10 18:05:02 main:574] : INFO : Epoch 1693 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 4380.54 ms [2022-04-10 18:05:07 main:574] : INFO : Epoch 1694 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 4426.6 ms [2022-04-10 18:05:11 main:574] : INFO : Epoch 1695 | loss: 0.0311594 | val_loss: 0.0311821 | Time: 4372.1 ms [2022-04-10 18:05:15 main:574] : INFO : Epoch 1696 | loss: 0.0311614 | val_loss: 0.031178 | Time: 4342.04 ms [2022-04-10 18:05:20 main:574] : INFO : Epoch 1697 | loss: 0.0311602 | val_loss: 0.0311787 | Time: 4344.86 ms [2022-04-10 18:05:24 main:574] : INFO : Epoch 1698 | loss: 0.0311622 | val_loss: 0.0311784 | Time: 4372.61 ms [2022-04-10 18:05:29 main:574] : INFO : Epoch 1699 | loss: 0.0311581 | val_loss: 0.0311785 | Time: 4392.65 ms [2022-04-10 18:05:33 main:574] : INFO : Epoch 1700 | loss: 0.0311585 | val_loss: 0.031181 | Time: 4388.43 ms [2022-04-10 18:05:37 main:574] : INFO : Epoch 1701 | loss: 0.031156 | val_loss: 0.0311774 | Time: 4364.07 ms [2022-04-10 18:05:42 main:574] : INFO : Epoch 1702 | loss: 0.0311562 | val_loss: 0.0311771 | Time: 4432.11 ms [2022-04-10 18:05:46 main:574] : INFO : Epoch 1703 | loss: 0.0311562 | val_loss: 0.0311775 | Time: 4363.57 ms [2022-04-10 18:05:50 main:574] : INFO : Epoch 1704 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 4388.24 ms [2022-04-10 18:05:55 main:574] : INFO : Epoch 1705 | loss: 0.0311577 | val_loss: 0.0311767 | Time: 4420.55 ms [2022-04-10 18:05:59 main:574] : INFO : Epoch 1706 | loss: 0.0311562 | val_loss: 0.031177 | Time: 4400.85 ms [2022-04-10 18:06:04 main:574] : INFO : Epoch 1707 | loss: 0.0311549 | val_loss: 0.0311771 | Time: 4419.97 ms [2022-04-10 18:06:08 main:574] : INFO : Epoch 1708 | loss: 0.0311549 | val_loss: 0.0311824 | Time: 4407.03 ms [2022-04-10 18:06:13 main:574] : INFO : Epoch 1709 | loss: 0.0311587 | val_loss: 0.0311839 | Time: 4382.88 ms [2022-04-10 18:06:17 main:574] : INFO : Epoch 1710 | loss: 0.0311671 | val_loss: 0.0311798 | Time: 4384.87 ms [2022-04-10 18:06:21 main:574] : INFO : Epoch 1711 | loss: 0.0311651 | val_loss: 0.031179 | Time: 4394.99 ms [2022-04-10 18:06:26 main:574] : INFO : Epoch 1712 | loss: 0.031162 | val_loss: 0.0311779 | Time: 4380.84 ms [2022-04-10 18:06:30 main:574] : INFO : Epoch 1713 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 4397.39 ms [2022-04-10 18:06:34 main:574] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311802 | Time: 4370.23 ms [2022-04-10 18:06:39 main:574] : INFO : Epoch 1715 | loss: 0.031156 | val_loss: 0.0311781 | Time: 4406.91 ms [2022-04-10 18:06:43 main:574] : INFO : Epoch 1716 | loss: 0.0311572 | val_loss: 0.0311785 | Time: 4391.46 ms [2022-04-10 18:06:48 main:574] : INFO : Epoch 1717 | loss: 0.0311548 | val_loss: 0.0311773 | Time: 4387.62 ms [2022-04-10 18:06:52 main:574] : INFO : Epoch 1718 | loss: 0.031154 | val_loss: 0.0311788 | Time: 4353.5 ms [2022-04-10 18:06:56 main:574] : INFO : Epoch 1719 | loss: 0.0311529 | val_loss: 0.0311832 | Time: 4348.05 ms [2022-04-10 18:07:01 main:574] : INFO : Epoch 1720 | loss: 0.0311525 | val_loss: 0.0311815 | Time: 4383.9 ms [2022-04-10 18:07:05 main:574] : INFO : Epoch 1721 | loss: 0.0311538 | val_loss: 0.0311795 | Time: 4382.45 ms [2022-04-10 18:07:10 main:574] : INFO : Epoch 1722 | loss: 0.0311531 | val_loss: 0.0311829 | Time: 4385.68 ms [2022-04-10 18:07:14 main:574] : INFO : Epoch 1723 | loss: 0.0311536 | val_loss: 0.0311902 | Time: 4406.18 ms [2022-04-10 18:07:18 main:574] : INFO : Epoch 1724 | loss: 0.0311566 | val_loss: 0.031182 | Time: 4373.77 ms [2022-04-10 18:07:23 main:574] : INFO : Epoch 1725 | loss: 0.0311546 | val_loss: 0.0311846 | Time: 4463.72 ms [2022-04-10 18:07:27 main:574] : INFO : Epoch 1726 | loss: 0.0311536 | val_loss: 0.0311862 | Time: 4423.58 ms [2022-04-10 18:07:32 main:574] : INFO : Epoch 1727 | loss: 0.0311584 | val_loss: 0.0311886 | Time: 4354.18 ms [2022-04-10 18:07:36 main:574] : INFO : Epoch 1728 | loss: 0.0311552 | val_loss: 0.0311811 | Time: 4339.74 ms [2022-04-10 18:07:40 main:574] : INFO : Epoch 1729 | loss: 0.0311535 | val_loss: 0.0311859 | Time: 4379.84 ms [2022-04-10 18:07:45 main:574] : INFO : Epoch 1730 | loss: 0.0311563 | val_loss: 0.0311781 | Time: 4408.08 ms [2022-04-10 18:07:49 main:574] : INFO : Epoch 1731 | loss: 0.0311526 | val_loss: 0.0311808 | Time: 4418.91 ms [2022-04-10 18:07:54 main:574] : INFO : Epoch 1732 | loss: 0.0311516 | val_loss: 0.0311815 | Time: 4424.08 ms [2022-04-10 18:07:58 main:574] : INFO : Epoch 1733 | loss: 0.0311504 | val_loss: 0.0311811 | Time: 4362.07 ms [2022-04-10 18:08:02 main:574] : INFO : Epoch 1734 | loss: 0.0311537 | val_loss: 0.0311823 | Time: 4304.74 ms [2022-04-10 18:08:07 main:574] : INFO : Epoch 1735 | loss: 0.0311559 | val_loss: 0.0311831 | Time: 4362.03 ms [2022-04-10 18:08:11 main:574] : INFO : Epoch 1736 | loss: 0.0311543 | val_loss: 0.0311813 | Time: 4422.15 ms [2022-04-10 18:08:15 main:574] : INFO : Epoch 1737 | loss: 0.0311563 | val_loss: 0.0311787 | Time: 4383.83 ms [2022-04-10 18:08:20 main:574] : INFO : Epoch 1738 | loss: 0.031156 | val_loss: 0.0311773 | Time: 4401.37 ms [2022-04-10 18:08:24 main:574] : INFO : Epoch 1739 | loss: 0.0311527 | val_loss: 0.0311812 | Time: 4455.85 ms [2022-04-10 18:08:29 main:574] : INFO : Epoch 1740 | loss: 0.0311515 | val_loss: 0.0311781 | Time: 4397.13 ms [2022-04-10 18:08:33 main:574] : INFO : Epoch 1741 | loss: 0.0311534 | val_loss: 0.0311777 | Time: 4386.79 ms [2022-04-10 18:08:37 main:574] : INFO : Epoch 1742 | loss: 0.0311516 | val_loss: 0.0311829 | Time: 4382.92 ms [2022-04-10 18:08:42 main:574] : INFO : Epoch 1743 | loss: 0.0311511 | val_loss: 0.0311822 | Time: 4467.89 ms [2022-04-10 18:08:46 main:574] : INFO : Epoch 1744 | loss: 0.0311515 | val_loss: 0.031177 | Time: 4379.06 ms [2022-04-10 18:08:51 main:574] : INFO : Epoch 1745 | loss: 0.0311523 | val_loss: 0.0311851 | Time: 4412.05 ms [2022-04-10 18:08:55 main:574] : INFO : Epoch 1746 | loss: 0.0311538 | val_loss: 0.0311883 | Time: 4371.81 ms [2022-04-10 18:09:00 main:574] : INFO : Epoch 1747 | loss: 0.031154 | val_loss: 0.0311777 | Time: 4414.64 ms [2022-04-10 18:09:04 main:574] : INFO : Epoch 1748 | loss: 0.0311594 | val_loss: 0.0311823 | Time: 4373.25 ms [2022-04-10 18:09:08 main:574] : INFO : Epoch 1749 | loss: 0.031161 | val_loss: 0.0311827 | Time: 4392.15 ms [2022-04-10 18:09:13 main:574] : INFO : Epoch 1750 | loss: 0.0311561 | val_loss: 0.0311799 | Time: 4372.26 ms [2022-04-10 18:09:17 main:574] : INFO : Epoch 1751 | loss: 0.0311511 | val_loss: 0.0311812 | Time: 4392.37 ms [2022-04-10 18:09:22 main:574] : INFO : Epoch 1752 | loss: 0.0311505 | val_loss: 0.0311806 | Time: 4403.64 ms [2022-04-10 18:09:26 main:574] : INFO : Epoch 1753 | loss: 0.0311507 | val_loss: 0.0311786 | Time: 4419.82 ms [2022-04-10 18:09:30 main:574] : INFO : Epoch 1754 | loss: 0.0311505 | val_loss: 0.0311822 | Time: 4415.82 ms [2022-04-10 18:09:35 main:574] : INFO : Epoch 1755 | loss: 0.0311507 | val_loss: 0.0311821 | Time: 4406.85 ms [2022-04-10 18:09:39 main:574] : INFO : Epoch 1756 | loss: 0.0311518 | val_loss: 0.0311817 | Time: 4334.86 ms [2022-04-10 18:09:44 main:574] : INFO : Epoch 1757 | loss: 0.0311518 | val_loss: 0.0311865 | Time: 4470.78 ms [2022-04-10 18:09:48 main:574] : INFO : Epoch 1758 | loss: 0.0311495 | val_loss: 0.0311886 | Time: 4413.58 ms [2022-04-10 18:09:52 main:574] : INFO : Epoch 1759 | loss: 0.0311487 | val_loss: 0.0311841 | Time: 4381.59 ms [2022-04-10 18:09:57 main:574] : INFO : Epoch 1760 | loss: 0.031148 | val_loss: 0.0311844 | Time: 4373.76 ms [2022-04-10 18:10:01 main:574] : INFO : Epoch 1761 | loss: 0.0311497 | val_loss: 0.0311874 | Time: 4397.82 ms [2022-04-10 18:10:06 main:574] : INFO : Epoch 1762 | loss: 0.0311499 | val_loss: 0.0311824 | Time: 4382.74 ms [2022-04-10 18:10:10 main:574] : INFO : Epoch 1763 | loss: 0.0311498 | val_loss: 0.031179 | Time: 4384.39 ms [2022-04-10 18:10:14 main:574] : INFO : Epoch 1764 | loss: 0.0311493 | val_loss: 0.0311844 | Time: 4396.18 ms [2022-04-10 18:10:19 main:574] : INFO : Epoch 1765 | loss: 0.0311485 | val_loss: 0.031186 | Time: 4342.51 ms [2022-04-10 18:10:23 main:574] : INFO : Epoch 1766 | loss: 0.031152 | val_loss: 0.0311806 | Time: 4421.25 ms [2022-04-10 18:10:28 main:574] : INFO : Epoch 1767 | loss: 0.0311504 | val_loss: 0.031183 | Time: 4394.66 ms [2022-04-10 18:10:32 main:574] : INFO : Epoch 1768 | loss: 0.0311507 | val_loss: 0.0311838 | Time: 4411.15 ms [2022-04-10 18:10:36 main:574] : INFO : Epoch 1769 | loss: 0.0311506 | val_loss: 0.0311828 | Time: 4389.62 ms [2022-04-10 18:10:41 main:574] : INFO : Epoch 1770 | loss: 0.0311496 | val_loss: 0.0311849 | Time: 4376.13 ms [2022-04-10 18:10:45 main:574] : INFO : Epoch 1771 | loss: 0.0311473 | val_loss: 0.0311832 | Time: 4332.67 ms [2022-04-10 18:10:49 main:574] : INFO : Epoch 1772 | loss: 0.0311472 | val_loss: 0.0311856 | Time: 4400.25 ms [2022-04-10 18:10:54 main:574] : INFO : Epoch 1773 | loss: 0.0311501 | val_loss: 0.0311862 | Time: 4366.89 ms [2022-04-10 18:10:58 main:574] : INFO : Epoch 1774 | loss: 0.0311497 | val_loss: 0.0311837 | Time: 4318.84 ms [2022-04-10 18:11:03 main:574] : INFO : Epoch 1775 | loss: 0.0311532 | val_loss: 0.0311855 | Time: 4413.69 ms [2022-04-10 18:11:07 main:574] : INFO : Epoch 1776 | loss: 0.0311552 | val_loss: 0.0311834 | Time: 4429.73 ms [2022-04-10 18:11:11 main:574] : INFO : Epoch 1777 | loss: 0.0311534 | val_loss: 0.0311863 | Time: 4415.78 ms [2022-04-10 18:11:16 main:574] : INFO : Epoch 1778 | loss: 0.0311554 | val_loss: 0.0311866 | Time: 4384.76 ms [2022-04-10 18:11:20 main:574] : INFO : Epoch 1779 | loss: 0.0311522 | val_loss: 0.0311868 | Time: 4441.47 ms [2022-04-10 18:11:25 main:574] : INFO : Epoch 1780 | loss: 0.0311489 | val_loss: 0.0311829 | Time: 4443.26 ms [2022-04-10 18:11:29 main:574] : INFO : Epoch 1781 | loss: 0.0311464 | val_loss: 0.0311866 | Time: 4351.55 ms [2022-04-10 18:11:33 main:574] : INFO : Epoch 1782 | loss: 0.0311455 | val_loss: 0.0311849 | Time: 4425.38 ms [2022-04-10 18:11:38 main:574] : INFO : Epoch 1783 | loss: 0.0311461 | val_loss: 0.0311888 | Time: 4413.89 ms [2022-04-10 18:11:42 main:574] : INFO : Epoch 1784 | loss: 0.0311463 | val_loss: 0.0311836 | Time: 4382.22 ms [2022-04-10 18:11:47 main:574] : INFO : Epoch 1785 | loss: 0.0311448 | val_loss: 0.0311886 | Time: 4433.42 ms [2022-04-10 18:11:51 main:574] : INFO : Epoch 1786 | loss: 0.0311468 | val_loss: 0.0311841 | Time: 4400.65 ms [2022-04-10 18:11:55 main:574] : INFO : Epoch 1787 | loss: 0.0311551 | val_loss: 0.0311835 | Time: 4366.19 ms [2022-04-10 18:12:00 main:574] : INFO : Epoch 1788 | loss: 0.0311508 | val_loss: 0.0311849 | Time: 4435.46 ms [2022-04-10 18:12:04 main:574] : INFO : Epoch 1789 | loss: 0.0311516 | val_loss: 0.0311858 | Time: 4424.28 ms [2022-04-10 18:12:09 main:574] : INFO : Epoch 1790 | loss: 0.031152 | val_loss: 0.0311843 | Time: 4453.6 ms [2022-04-10 18:12:13 main:574] : INFO : Epoch 1791 | loss: 0.0311511 | val_loss: 0.0311831 | Time: 4404.41 ms [2022-04-10 18:12:18 main:574] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311813 | Time: 4378.33 ms [2022-04-10 18:12:22 main:574] : INFO : Epoch 1793 | loss: 0.0311513 | val_loss: 0.0311837 | Time: 4463.42 ms [2022-04-10 18:12:27 main:574] : INFO : Epoch 1794 | loss: 0.0311537 | val_loss: 0.0311871 | Time: 4423.35 ms [2022-04-10 18:12:31 main:574] : INFO : Epoch 1795 | loss: 0.0311537 | val_loss: 0.0311791 | Time: 4455.29 ms [2022-04-10 18:12:35 main:574] : INFO : Epoch 1796 | loss: 0.0311511 | val_loss: 0.0311827 | Time: 4426.5 ms [2022-04-10 18:12:40 main:574] : INFO : Epoch 1797 | loss: 0.0311519 | val_loss: 0.0311822 | Time: 4338.23 ms [2022-04-10 18:12:44 main:574] : INFO : Epoch 1798 | loss: 0.0311508 | val_loss: 0.0311839 | Time: 4367.9 ms [2022-04-10 18:12:49 main:574] : INFO : Epoch 1799 | loss: 0.0311521 | val_loss: 0.03118 | Time: 4394.99 ms [2022-04-10 18:12:53 main:574] : INFO : Epoch 1800 | loss: 0.0311546 | val_loss: 0.0311887 | Time: 4407.43 ms [2022-04-10 18:12:57 main:574] : INFO : Epoch 1801 | loss: 0.031151 | val_loss: 0.0311784 | Time: 4392.75 ms [2022-04-10 18:13:02 main:574] : INFO : Epoch 1802 | loss: 0.0311508 | val_loss: 0.0311813 | Time: 4439.06 ms [2022-04-10 18:13:06 main:574] : INFO : Epoch 1803 | loss: 0.0311515 | val_loss: 0.0311806 | Time: 4413.68 ms [2022-04-10 18:13:11 main:574] : INFO : Epoch 1804 | loss: 0.0311556 | val_loss: 0.0311774 | Time: 4352.91 ms [2022-04-10 18:13:15 main:574] : INFO : Epoch 1805 | loss: 0.0311586 | val_loss: 0.0311786 | Time: 4404.67 ms [2022-04-10 18:13:19 main:574] : INFO : Epoch 1806 | loss: 0.0311565 | val_loss: 0.031183 | Time: 4391.89 ms [2022-04-10 18:13:24 main:574] : INFO : Epoch 1807 | loss: 0.031157 | val_loss: 0.0311775 | Time: 4407.14 ms [2022-04-10 18:13:28 main:574] : INFO : Epoch 1808 | loss: 0.0311595 | val_loss: 0.0311811 | Time: 4393.81 ms [2022-04-10 18:13:33 main:574] : INFO : Epoch 1809 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 4396.6 ms [2022-04-10 18:13:37 main:574] : INFO : Epoch 1810 | loss: 0.0311548 | val_loss: 0.0311746 | Time: 4353.9 ms [2022-04-10 18:13:41 main:574] : INFO : Epoch 1811 | loss: 0.0311566 | val_loss: 0.031176 | Time: 4384.39 ms [2022-04-10 18:13:46 main:574] : INFO : Epoch 1812 | loss: 0.0311529 | val_loss: 0.0311749 | Time: 4402.51 ms [2022-04-10 18:13:50 main:574] : INFO : Epoch 1813 | loss: 0.0311525 | val_loss: 0.0311737 | Time: 4391.03 ms [2022-04-10 18:13:54 main:574] : INFO : Epoch 1814 | loss: 0.0311532 | val_loss: 0.0311755 | Time: 4342.49 ms [2022-04-10 18:13:59 main:574] : INFO : Epoch 1815 | loss: 0.031152 | val_loss: 0.0311773 | Time: 4403.8 ms [2022-04-10 18:14:03 main:574] : INFO : Epoch 1816 | loss: 0.0311524 | val_loss: 0.0311781 | Time: 4444.21 ms [2022-04-10 18:14:08 main:574] : INFO : Epoch 1817 | loss: 0.0311527 | val_loss: 0.0311783 | Time: 4405.86 ms [2022-04-10 18:14:12 main:574] : INFO : Epoch 1818 | loss: 0.0311525 | val_loss: 0.0311784 | Time: 4395.2 ms [2022-04-10 18:14:17 main:574] : INFO : Epoch 1819 | loss: 0.0311544 | val_loss: 0.0311764 | Time: 4432.47 ms [2022-04-10 18:14:21 main:574] : INFO : Epoch 1820 | loss: 0.0311537 | val_loss: 0.03118 | Time: 4372.04 ms [2022-04-10 18:14:25 main:574] : INFO : Epoch 1821 | loss: 0.0311523 | val_loss: 0.0311794 | Time: 4440.83 ms [2022-04-10 18:14:30 main:574] : INFO : Epoch 1822 | loss: 0.0311509 | val_loss: 0.0311799 | Time: 4377.5 ms [2022-04-10 18:14:34 main:574] : INFO : Epoch 1823 | loss: 0.0311493 | val_loss: 0.0311815 | Time: 4427.84 ms [2022-04-10 18:14:39 main:574] : INFO : Epoch 1824 | loss: 0.0311503 | val_loss: 0.0311816 | Time: 4435.19 ms [2022-04-10 18:14:43 main:574] : INFO : Epoch 1825 | loss: 0.0311527 | val_loss: 0.0311766 | Time: 4414.16 ms [2022-04-10 18:14:47 main:574] : INFO : Epoch 1826 | loss: 0.0311522 | val_loss: 0.0311809 | Time: 4387.98 ms [2022-04-10 18:14:52 main:574] : INFO : Epoch 1827 | loss: 0.0311521 | val_loss: 0.0311764 | Time: 4429.37 ms [2022-04-10 18:14:56 main:574] : INFO : Epoch 1828 | loss: 0.0311514 | val_loss: 0.0311749 | Time: 4370.22 ms [2022-04-10 18:15:01 main:574] : INFO : Epoch 1829 | loss: 0.0311522 | val_loss: 0.0311778 | Time: 4377.33 ms [2022-04-10 18:15:05 main:574] : INFO : Epoch 1830 | loss: 0.0311506 | val_loss: 0.0311827 | Time: 4366.51 ms [2022-04-10 18:15:09 main:574] : INFO : Epoch 1831 | loss: 0.0311526 | val_loss: 0.0311785 | Time: 4405.07 ms [2022-04-10 18:15:14 main:574] : INFO : Epoch 1832 | loss: 0.0311514 | val_loss: 0.0311778 | Time: 4437.27 ms [2022-04-10 18:15:18 main:574] : INFO : Epoch 1833 | loss: 0.0311501 | val_loss: 0.0311799 | Time: 4356.69 ms [2022-04-10 18:15:23 main:574] : INFO : Epoch 1834 | loss: 0.0311495 | val_loss: 0.0311791 | Time: 4372.9 ms [2022-04-10 18:15:27 main:574] : INFO : Epoch 1835 | loss: 0.0311502 | val_loss: 0.0311823 | Time: 4428.91 ms [2022-04-10 18:15:31 main:574] : INFO : Epoch 1836 | loss: 0.0311544 | val_loss: 0.0311799 | Time: 4369.41 ms [2022-04-10 18:15:36 main:574] : INFO : Epoch 1837 | loss: 0.0311606 | val_loss: 0.0311984 | Time: 4415.36 ms [2022-04-10 18:15:40 main:574] : INFO : Epoch 1838 | loss: 0.0324644 | val_loss: 0.0336986 | Time: 4453.22 ms [2022-04-10 18:15:45 main:574] : INFO : Epoch 1839 | loss: 0.0569219 | val_loss: 0.0400794 | Time: 4377.56 ms [2022-04-10 18:15:49 main:574] : INFO : Epoch 1840 | loss: 0.0375256 | val_loss: 0.0321962 | Time: 4429.18 ms [2022-04-10 18:15:53 main:574] : INFO : Epoch 1841 | loss: 0.0321671 | val_loss: 0.0316096 | Time: 4395.49 ms [2022-04-10 18:15:58 main:574] : INFO : Epoch 1842 | loss: 0.031396 | val_loss: 0.0312996 | Time: 4395.63 ms [2022-04-10 18:16:02 main:574] : INFO : Epoch 1843 | loss: 0.0312767 | val_loss: 0.0312682 | Time: 4399.01 ms [2022-04-10 18:16:07 main:574] : INFO : Epoch 1844 | loss: 0.0312573 | val_loss: 0.0312556 | Time: 4366.08 ms [2022-04-10 18:16:11 main:574] : INFO : Epoch 1845 | loss: 0.0312532 | val_loss: 0.0312529 | Time: 4356.93 ms [2022-04-10 18:16:15 main:574] : INFO : Epoch 1846 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 4355.36 ms [2022-04-10 18:16:20 main:574] : INFO : Epoch 1847 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 4404.17 ms [2022-04-10 18:16:24 main:574] : INFO : Epoch 1848 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 4351.33 ms [2022-04-10 18:16:29 main:574] : INFO : Epoch 1849 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 4384.38 ms [2022-04-10 18:16:33 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4382.6 ms [2022-04-10 18:16:37 main:574] : INFO : Epoch 1851 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 4403.61 ms [2022-04-10 18:16:42 main:574] : INFO : Epoch 1852 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 4371.46 ms [2022-04-10 18:16:46 main:574] : INFO : Epoch 1853 | loss: 0.0312472 | val_loss: 0.031246 | Time: 4366.24 ms [2022-04-10 18:16:51 main:574] : INFO : Epoch 1854 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 4415.77 ms [2022-04-10 18:16:55 main:574] : INFO : Epoch 1855 | loss: 0.0312445 | val_loss: 0.0312431 | Time: 4381.15 ms [2022-04-10 18:16:59 main:574] : INFO : Epoch 1856 | loss: 0.0312426 | val_loss: 0.0312408 | Time: 4373.06 ms [2022-04-10 18:17:04 main:574] : INFO : Epoch 1857 | loss: 0.031241 | val_loss: 0.0312391 | Time: 4341.67 ms [2022-04-10 18:17:08 main:574] : INFO : Epoch 1858 | loss: 0.0312395 | val_loss: 0.0312375 | Time: 4412.03 ms [2022-04-10 18:17:12 main:574] : INFO : Epoch 1859 | loss: 0.0312385 | val_loss: 0.0312363 | Time: 4359.73 ms [2022-04-10 18:17:17 main:574] : INFO : Epoch 1860 | loss: 0.0312367 | val_loss: 0.0312343 | Time: 4345.6 ms [2022-04-10 18:17:21 main:574] : INFO : Epoch 1861 | loss: 0.0312348 | val_loss: 0.0312322 | Time: 4351.44 ms [2022-04-10 18:17:25 main:574] : INFO : Epoch 1862 | loss: 0.0312334 | val_loss: 0.0312313 | Time: 4370.45 ms [2022-04-10 18:17:30 main:574] : INFO : Epoch 1863 | loss: 0.0312318 | val_loss: 0.0312299 | Time: 4413.88 ms [2022-04-10 18:17:34 main:574] : INFO : Epoch 1864 | loss: 0.0312307 | val_loss: 0.0312291 | Time: 4393.19 ms [2022-04-10 18:17:39 main:574] : INFO : Epoch 1865 | loss: 0.0312303 | val_loss: 0.03123 | Time: 4394.73 ms [2022-04-10 18:17:43 main:574] : INFO : Epoch 1866 | loss: 0.03123 | val_loss: 0.0312277 | Time: 4361.07 ms [2022-04-10 18:17:47 main:574] : INFO : Epoch 1867 | loss: 0.0312281 | val_loss: 0.0312262 | Time: 4377.58 ms [2022-04-10 18:17:52 main:574] : INFO : Epoch 1868 | loss: 0.0312268 | val_loss: 0.0312246 | Time: 4387.58 ms [2022-04-10 18:17:56 main:574] : INFO : Epoch 1869 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 4497.24 ms [2022-04-10 18:18:01 main:574] : INFO : Epoch 1870 | loss: 0.031221 | val_loss: 0.0312185 | Time: 4434.35 ms [2022-04-10 18:18:05 main:574] : INFO : Epoch 1871 | loss: 0.0312193 | val_loss: 0.0312176 | Time: 4381.89 ms [2022-04-10 18:18:09 main:574] : INFO : Epoch 1872 | loss: 0.0312187 | val_loss: 0.0312164 | Time: 4342.78 ms [2022-04-10 18:18:14 main:574] : INFO : Epoch 1873 | loss: 0.0312176 | val_loss: 0.0312159 | Time: 4440.11 ms [2022-04-10 18:18:18 main:574] : INFO : Epoch 1874 | loss: 0.0312167 | val_loss: 0.0312151 | Time: 4436.88 ms [2022-04-10 18:18:23 main:574] : INFO : Epoch 1875 | loss: 0.031216 | val_loss: 0.031215 | Time: 4389.47 ms [2022-04-10 18:18:27 main:574] : INFO : Epoch 1876 | loss: 0.0312153 | val_loss: 0.0312139 | Time: 4384.92 ms [2022-04-10 18:18:32 main:574] : INFO : Epoch 1877 | loss: 0.031215 | val_loss: 0.0312139 | Time: 4363.56 ms [2022-04-10 18:18:36 main:574] : INFO : Epoch 1878 | loss: 0.0312141 | val_loss: 0.0312133 | Time: 4370.35 ms [2022-04-10 18:18:40 main:574] : INFO : Epoch 1879 | loss: 0.0312133 | val_loss: 0.031212 | Time: 4360.2 ms [2022-04-10 18:18:45 main:574] : INFO : Epoch 1880 | loss: 0.0312126 | val_loss: 0.0312113 | Time: 4408.97 ms [2022-04-10 18:18:49 main:574] : INFO : Epoch 1881 | loss: 0.0312126 | val_loss: 0.0312117 | Time: 4381.12 ms [2022-04-10 18:18:53 main:574] : INFO : Epoch 1882 | loss: 0.0312121 | val_loss: 0.0312103 | Time: 4371.39 ms [2022-04-10 18:18:58 main:574] : INFO : Epoch 1883 | loss: 0.031211 | val_loss: 0.0312104 | Time: 4388.98 ms [2022-04-10 18:19:02 main:574] : INFO : Epoch 1884 | loss: 0.0312099 | val_loss: 0.0312076 | Time: 4380.91 ms [2022-04-10 18:19:07 main:574] : INFO : Epoch 1885 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 4400.31 ms [2022-04-10 18:19:11 main:574] : INFO : Epoch 1886 | loss: 0.0312056 | val_loss: 0.031203 | Time: 4383.53 ms [2022-04-10 18:19:15 main:574] : INFO : Epoch 1887 | loss: 0.0312036 | val_loss: 0.0312011 | Time: 4378.66 ms [2022-04-10 18:19:20 main:574] : INFO : Epoch 1888 | loss: 0.0312018 | val_loss: 0.0311997 | Time: 4398.31 ms [2022-04-10 18:19:24 main:574] : INFO : Epoch 1889 | loss: 0.031201 | val_loss: 0.0312002 | Time: 4448.29 ms [2022-04-10 18:19:29 main:574] : INFO : Epoch 1890 | loss: 0.0312005 | val_loss: 0.031198 | Time: 4403.99 ms [2022-04-10 18:19:33 main:574] : INFO : Epoch 1891 | loss: 0.0311998 | val_loss: 0.0311976 | Time: 4415.36 ms [2022-04-10 18:19:37 main:574] : INFO : Epoch 1892 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 4380.36 ms [2022-04-10 18:19:42 main:574] : INFO : Epoch 1893 | loss: 0.0311994 | val_loss: 0.0311974 | Time: 4456.54 ms [2022-04-10 18:19:46 main:574] : INFO : Epoch 1894 | loss: 0.0311989 | val_loss: 0.0311968 | Time: 4398.53 ms [2022-04-10 18:19:51 main:574] : INFO : Epoch 1895 | loss: 0.0311987 | val_loss: 0.0311969 | Time: 4377.64 ms [2022-04-10 18:19:55 main:574] : INFO : Epoch 1896 | loss: 0.0311982 | val_loss: 0.031197 | Time: 4410.7 ms [2022-04-10 18:20:00 main:574] : INFO : Epoch 1897 | loss: 0.0311985 | val_loss: 0.0311966 | Time: 4399.24 ms [2022-04-10 18:20:04 main:574] : INFO : Epoch 1898 | loss: 0.0311981 | val_loss: 0.0311965 | Time: 4411.97 ms [2022-04-10 18:20:08 main:574] : INFO : Epoch 1899 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 4430.1 ms [2022-04-10 18:20:13 main:574] : INFO : Epoch 1900 | loss: 0.0311981 | val_loss: 0.0311973 | Time: 4417.28 ms [2022-04-10 18:20:17 main:574] : INFO : Epoch 1901 | loss: 0.031198 | val_loss: 0.0311964 | Time: 4444.68 ms [2022-04-10 18:20:22 main:574] : INFO : Epoch 1902 | loss: 0.0311978 | val_loss: 0.031196 | Time: 4436.53 ms [2022-04-10 18:20:26 main:574] : INFO : Epoch 1903 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 4425.46 ms [2022-04-10 18:20:31 main:574] : INFO : Epoch 1904 | loss: 0.0311966 | val_loss: 0.0311956 | Time: 4364.69 ms [2022-04-10 18:20:35 main:574] : INFO : Epoch 1905 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 4374.02 ms [2022-04-10 18:20:39 main:574] : INFO : Epoch 1906 | loss: 0.0311965 | val_loss: 0.0311951 | Time: 4397.02 ms [2022-04-10 18:20:44 main:574] : INFO : Epoch 1907 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 4401.88 ms [2022-04-10 18:20:48 main:574] : INFO : Epoch 1908 | loss: 0.0311964 | val_loss: 0.0311952 | Time: 4418.76 ms [2022-04-10 18:20:53 main:574] : INFO : Epoch 1909 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 4402.38 ms [2022-04-10 18:20:57 main:574] : INFO : Epoch 1910 | loss: 0.0311956 | val_loss: 0.0311951 | Time: 4370 ms [2022-04-10 18:21:01 main:574] : INFO : Epoch 1911 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 4376.49 ms [2022-04-10 18:21:06 main:574] : INFO : Epoch 1912 | loss: 0.0311954 | val_loss: 0.0311955 | Time: 4349.05 ms [2022-04-10 18:21:10 main:574] : INFO : Epoch 1913 | loss: 0.031195 | val_loss: 0.0311966 | Time: 4378.03 ms [2022-04-10 18:21:14 main:574] : INFO : Epoch 1914 | loss: 0.0311957 | val_loss: 0.0311957 | Time: 4386.93 ms [2022-04-10 18:21:19 main:574] : INFO : Epoch 1915 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 4449.63 ms [2022-04-10 18:21:23 main:574] : INFO : Epoch 1916 | loss: 0.0311952 | val_loss: 0.0311942 | Time: 4369.08 ms [2022-04-10 18:21:28 main:574] : INFO : Epoch 1917 | loss: 0.0311983 | val_loss: 0.0311964 | Time: 4341.64 ms [2022-04-10 18:21:32 main:574] : INFO : Epoch 1918 | loss: 0.0312008 | val_loss: 0.0311961 | Time: 4295.83 ms [2022-04-10 18:21:36 main:574] : INFO : Epoch 1919 | loss: 0.0312004 | val_loss: 0.0311952 | Time: 4379.07 ms [2022-04-10 18:21:41 main:574] : INFO : Epoch 1920 | loss: 0.0311996 | val_loss: 0.0311948 | Time: 4431.12 ms [2022-04-10 18:21:45 main:574] : INFO : Epoch 1921 | loss: 0.0311994 | val_loss: 0.0311948 | Time: 4442.2 ms [2022-04-10 18:21:50 main:574] : INFO : Epoch 1922 | loss: 0.0311987 | val_loss: 0.0311934 | Time: 4441.71 ms [2022-04-10 18:21:54 main:574] : INFO : Epoch 1923 | loss: 0.0311983 | val_loss: 0.031194 | Time: 4484.68 ms [2022-04-10 18:21:59 main:574] : INFO : Epoch 1924 | loss: 0.0311975 | val_loss: 0.0311928 | Time: 4429.04 ms [2022-04-10 18:22:03 main:574] : INFO : Epoch 1925 | loss: 0.0311966 | val_loss: 0.0311925 | Time: 4414.92 ms [2022-04-10 18:22:07 main:574] : INFO : Epoch 1926 | loss: 0.0311963 | val_loss: 0.0311928 | Time: 4358.51 ms [2022-04-10 18:22:12 main:574] : INFO : Epoch 1927 | loss: 0.0311958 | val_loss: 0.0311921 | Time: 4418.09 ms [2022-04-10 18:22:16 main:574] : INFO : Epoch 1928 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 4484.95 ms [2022-04-10 18:22:21 main:574] : INFO : Epoch 1929 | loss: 0.0311955 | val_loss: 0.0311926 | Time: 4404.64 ms [2022-04-10 18:22:25 main:574] : INFO : Epoch 1930 | loss: 0.0311951 | val_loss: 0.0311949 | Time: 4465.11 ms [2022-04-10 18:22:30 main:574] : INFO : Epoch 1931 | loss: 0.0311964 | val_loss: 0.0311937 | Time: 4432.14 ms [2022-04-10 18:22:34 main:574] : INFO : Epoch 1932 | loss: 0.0311961 | val_loss: 0.0311925 | Time: 4362.39 ms [2022-04-10 18:22:38 main:574] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0311924 | Time: 4380.93 ms [2022-04-10 18:22:43 main:574] : INFO : Epoch 1934 | loss: 0.031197 | val_loss: 0.0311948 | Time: 4374.75 ms [2022-04-10 18:22:47 main:574] : INFO : Epoch 1935 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 4394.26 ms [2022-04-10 18:22:51 main:574] : INFO : Epoch 1936 | loss: 0.0311981 | val_loss: 0.0311947 | Time: 4420.82 ms [2022-04-10 18:22:56 main:574] : INFO : Epoch 1937 | loss: 0.0311978 | val_loss: 0.0311957 | Time: 4425.87 ms [2022-04-10 18:23:00 main:574] : INFO : Epoch 1938 | loss: 0.0311975 | val_loss: 0.0311958 | Time: 4401.31 ms [2022-04-10 18:23:05 main:574] : INFO : Epoch 1939 | loss: 0.0311961 | val_loss: 0.0311945 | Time: 4444.67 ms [2022-04-10 18:23:09 main:574] : INFO : Epoch 1940 | loss: 0.0311959 | val_loss: 0.031193 | Time: 4462.65 ms [2022-04-10 18:23:14 main:574] : INFO : Epoch 1941 | loss: 0.0311958 | val_loss: 0.0311975 | Time: 4463.47 ms [2022-04-10 18:23:18 main:574] : INFO : Epoch 1942 | loss: 0.0311959 | val_loss: 0.0311926 | Time: 4396.11 ms [2022-04-10 18:23:23 main:574] : INFO : Epoch 1943 | loss: 0.0311956 | val_loss: 0.0311919 | Time: 4451.86 ms [2022-04-10 18:23:27 main:574] : INFO : Epoch 1944 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 4452.98 ms [2022-04-10 18:23:31 main:574] : INFO : Epoch 1945 | loss: 0.0312018 | val_loss: 0.0312099 | Time: 4429.88 ms [2022-04-10 18:23:36 main:574] : INFO : Epoch 1946 | loss: 0.0312123 | val_loss: 0.0312203 | Time: 4423.28 ms [2022-04-10 18:23:40 main:574] : INFO : Epoch 1947 | loss: 0.0312194 | val_loss: 0.0312154 | Time: 4430.37 ms [2022-04-10 18:23:45 main:574] : INFO : Epoch 1948 | loss: 0.0312121 | val_loss: 0.0312061 | Time: 4447.98 ms [2022-04-10 18:23:49 main:574] : INFO : Epoch 1949 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 4430.38 ms [2022-04-10 18:23:54 main:574] : INFO : Epoch 1950 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 4448.97 ms [2022-04-10 18:23:58 main:574] : INFO : Epoch 1951 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 4395.49 ms [2022-04-10 18:24:03 main:574] : INFO : Epoch 1952 | loss: 0.031203 | val_loss: 0.031202 | Time: 4477.21 ms [2022-04-10 18:24:07 main:574] : INFO : Epoch 1953 | loss: 0.0312019 | val_loss: 0.0312016 | Time: 4371.33 ms [2022-04-10 18:24:11 main:574] : INFO : Epoch 1954 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 4461.97 ms [2022-04-10 18:24:16 main:574] : INFO : Epoch 1955 | loss: 0.0312011 | val_loss: 0.0311997 | Time: 4505.46 ms [2022-04-10 18:24:20 main:574] : INFO : Epoch 1956 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 4449.97 ms [2022-04-10 18:24:25 main:574] : INFO : Epoch 1957 | loss: 0.0312026 | val_loss: 0.0312019 | Time: 4409.79 ms [2022-04-10 18:24:29 main:574] : INFO : Epoch 1958 | loss: 0.0312023 | val_loss: 0.0312005 | Time: 4461.7 ms [2022-04-10 18:24:34 main:574] : INFO : Epoch 1959 | loss: 0.0312015 | val_loss: 0.0311992 | Time: 4409.43 ms [2022-04-10 18:24:38 main:574] : INFO : Epoch 1960 | loss: 0.0312021 | val_loss: 0.0312008 | Time: 4445.87 ms [2022-04-10 18:24:43 main:574] : INFO : Epoch 1961 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 4471.81 ms [2022-04-10 18:24:47 main:574] : INFO : Epoch 1962 | loss: 0.0312008 | val_loss: 0.0312001 | Time: 4404.98 ms [2022-04-10 18:24:51 main:574] : INFO : Epoch 1963 | loss: 0.0312004 | val_loss: 0.0311992 | Time: 4471.65 ms [2022-04-10 18:24:56 main:574] : INFO : Epoch 1964 | loss: 0.0311997 | val_loss: 0.0311975 | Time: 4450.81 ms [2022-04-10 18:25:00 main:574] : INFO : Epoch 1965 | loss: 0.0312 | val_loss: 0.0311996 | Time: 4494.67 ms [2022-04-10 18:25:05 main:574] : INFO : Epoch 1966 | loss: 0.0311999 | val_loss: 0.0311988 | Time: 4486.42 ms [2022-04-10 18:25:09 main:574] : INFO : Epoch 1967 | loss: 0.0312005 | val_loss: 0.0312 | Time: 4477.47 ms [2022-04-10 18:25:14 main:574] : INFO : Epoch 1968 | loss: 0.0311998 | val_loss: 0.0311969 | Time: 4450.62 ms [2022-04-10 18:25:18 main:574] : INFO : Epoch 1969 | loss: 0.0311986 | val_loss: 0.0311954 | Time: 4390.52 ms [2022-04-10 18:25:23 main:574] : INFO : Epoch 1970 | loss: 0.0311983 | val_loss: 0.0311951 | Time: 4427.15 ms [2022-04-10 18:25:27 main:574] : INFO : Epoch 1971 | loss: 0.0311985 | val_loss: 0.0311963 | Time: 4434.66 ms [2022-04-10 18:25:32 main:574] : INFO : Epoch 1972 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 4459.78 ms [2022-04-10 18:25:36 main:574] : INFO : Epoch 1973 | loss: 0.0311988 | val_loss: 0.0311954 | Time: 4456.31 ms [2022-04-10 18:25:40 main:574] : INFO : Epoch 1974 | loss: 0.0311974 | val_loss: 0.0311952 | Time: 4439.04 ms [2022-04-10 18:25:45 main:574] : INFO : Epoch 1975 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 4449.16 ms [2022-04-10 18:25:49 main:574] : INFO : Epoch 1976 | loss: 0.0311967 | val_loss: 0.0311948 | Time: 4454.53 ms [2022-04-10 18:25:54 main:574] : INFO : Epoch 1977 | loss: 0.0311999 | val_loss: 0.0312002 | Time: 4441.25 ms [2022-04-10 18:25:58 main:574] : INFO : Epoch 1978 | loss: 0.0312003 | val_loss: 0.0311976 | Time: 4427.63 ms [2022-04-10 18:26:03 main:574] : INFO : Epoch 1979 | loss: 0.0311995 | val_loss: 0.0311987 | Time: 4487.53 ms [2022-04-10 18:26:07 main:574] : INFO : Epoch 1980 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 4493.8 ms [2022-04-10 18:26:12 main:574] : INFO : Epoch 1981 | loss: 0.0312006 | val_loss: 0.031202 | Time: 4462.37 ms [2022-04-10 18:26:16 main:574] : INFO : Epoch 1982 | loss: 0.0311999 | val_loss: 0.0311973 | Time: 4532.79 ms [2022-04-10 18:26:21 main:574] : INFO : Epoch 1983 | loss: 0.0311987 | val_loss: 0.0311977 | Time: 4409.5 ms [2022-04-10 18:26:25 main:574] : INFO : Epoch 1984 | loss: 0.0311986 | val_loss: 0.031198 | Time: 4426.99 ms [2022-04-10 18:26:30 main:574] : INFO : Epoch 1985 | loss: 0.0311991 | val_loss: 0.0311949 | Time: 4469.78 ms [2022-04-10 18:26:34 main:574] : INFO : Epoch 1986 | loss: 0.0311977 | val_loss: 0.0311972 | Time: 4430.75 ms [2022-04-10 18:26:38 main:574] : INFO : Epoch 1987 | loss: 0.0311976 | val_loss: 0.0311953 | Time: 4432.56 ms [2022-04-10 18:26:43 main:574] : INFO : Epoch 1988 | loss: 0.0311971 | val_loss: 0.0311941 | Time: 4414.88 ms [2022-04-10 18:26:47 main:574] : INFO : Epoch 1989 | loss: 0.0311967 | val_loss: 0.0311957 | Time: 4503.6 ms [2022-04-10 18:26:52 main:574] : INFO : Epoch 1990 | loss: 0.0311964 | val_loss: 0.0311962 | Time: 4450.32 ms [2022-04-10 18:26:56 main:574] : INFO : Epoch 1991 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 4453 ms [2022-04-10 18:27:01 main:574] : INFO : Epoch 1992 | loss: 0.0311987 | val_loss: 0.0311955 | Time: 4431.06 ms [2022-04-10 18:27:05 main:574] : INFO : Epoch 1993 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 4439.43 ms [2022-04-10 18:27:10 main:574] : INFO : Epoch 1994 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 4471.88 ms [2022-04-10 18:27:14 main:574] : INFO : Epoch 1995 | loss: 0.0311988 | val_loss: 0.0311968 | Time: 4491.97 ms [2022-04-10 18:27:19 main:574] : INFO : Epoch 1996 | loss: 0.0311966 | val_loss: 0.031195 | Time: 4489.75 ms [2022-04-10 18:27:23 main:574] : INFO : Epoch 1997 | loss: 0.0311969 | val_loss: 0.0311949 | Time: 4471.81 ms [2022-04-10 18:27:28 main:574] : INFO : Epoch 1998 | loss: 0.031196 | val_loss: 0.0311943 | Time: 4495.96 ms [2022-04-10 18:27:32 main:574] : INFO : Epoch 1999 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 4507.45 ms [2022-04-10 18:27:37 main:574] : INFO : Epoch 2000 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 4485.19 ms [2022-04-10 18:27:41 main:574] : INFO : Epoch 2001 | loss: 0.0311963 | val_loss: 0.0311956 | Time: 4396.94 ms [2022-04-10 18:27:45 main:574] : INFO : Epoch 2002 | loss: 0.0311958 | val_loss: 0.0311956 | Time: 4411.68 ms [2022-04-10 18:27:50 main:574] : INFO : Epoch 2003 | loss: 0.0311963 | val_loss: 0.0311944 | Time: 4454.48 ms [2022-04-10 18:27:54 main:574] : INFO : Epoch 2004 | loss: 0.0311949 | val_loss: 0.0311942 | Time: 4427.44 ms [2022-04-10 18:27:59 main:574] : INFO : Epoch 2005 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 4524.36 ms [2022-04-10 18:28:03 main:574] : INFO : Epoch 2006 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 4435.54 ms [2022-04-10 18:28:08 main:574] : INFO : Epoch 2007 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 4424.61 ms [2022-04-10 18:28:12 main:574] : INFO : Epoch 2008 | loss: 0.0311955 | val_loss: 0.031193 | Time: 4451.68 ms [2022-04-10 18:28:17 main:574] : INFO : Epoch 2009 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 4430.39 ms [2022-04-10 18:28:21 main:574] : INFO : Epoch 2010 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 4410.43 ms [2022-04-10 18:28:25 main:574] : INFO : Epoch 2011 | loss: 0.0311957 | val_loss: 0.0311952 | Time: 4438.71 ms [2022-04-10 18:28:30 main:574] : INFO : Epoch 2012 | loss: 0.0311978 | val_loss: 0.031194 | Time: 4401 ms [2022-04-10 18:28:34 main:574] : INFO : Epoch 2013 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 4446.39 ms [2022-04-10 18:28:39 main:574] : INFO : Epoch 2014 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 4395.48 ms [2022-04-10 18:28:43 main:574] : INFO : Epoch 2015 | loss: 0.0311942 | val_loss: 0.0311944 | Time: 4451.25 ms [2022-04-10 18:28:48 main:574] : INFO : Epoch 2016 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 4443.68 ms [2022-04-10 18:28:52 main:574] : INFO : Epoch 2017 | loss: 0.0311937 | val_loss: 0.0311955 | Time: 4504.73 ms [2022-04-10 18:28:57 main:574] : INFO : Epoch 2018 | loss: 0.0311939 | val_loss: 0.0311946 | Time: 4425.7 ms [2022-04-10 18:29:01 main:574] : INFO : Epoch 2019 | loss: 0.031194 | val_loss: 0.031195 | Time: 4436.23 ms [2022-04-10 18:29:05 main:574] : INFO : Epoch 2020 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 4436.64 ms [2022-04-10 18:29:10 main:574] : INFO : Epoch 2021 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 4491.49 ms [2022-04-10 18:29:14 main:574] : INFO : Epoch 2022 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 4492.73 ms [2022-04-10 18:29:19 main:574] : INFO : Epoch 2023 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 4516.97 ms [2022-04-10 18:29:23 main:574] : INFO : Epoch 2024 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 4442.36 ms [2022-04-10 18:29:28 main:574] : INFO : Epoch 2025 | loss: 0.031193 | val_loss: 0.031197 | Time: 4419.3 ms [2022-04-10 18:29:32 main:574] : INFO : Epoch 2026 | loss: 0.0311935 | val_loss: 0.0311952 | Time: 4471.28 ms [2022-04-10 18:29:37 main:574] : INFO : Epoch 2027 | loss: 0.0311952 | val_loss: 0.0311946 | Time: 4449.37 ms [2022-04-10 18:29:41 main:574] : INFO : Epoch 2028 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 4458.17 ms [2022-04-10 18:29:46 main:574] : INFO : Epoch 2029 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 4443.84 ms [2022-04-10 18:29:50 main:574] : INFO : Epoch 2030 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 4502.2 ms [2022-04-10 18:29:55 main:574] : INFO : Epoch 2031 | loss: 0.0311952 | val_loss: 0.0311964 | Time: 4427.58 ms [2022-04-10 18:29:59 main:574] : INFO : Epoch 2032 | loss: 0.031195 | val_loss: 0.0311947 | Time: 4449.38 ms [2022-04-10 18:30:04 main:574] : INFO : Epoch 2033 | loss: 0.0311959 | val_loss: 0.0311935 | Time: 4500.02 ms [2022-04-10 18:30:08 main:574] : INFO : Epoch 2034 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 4500.85 ms [2022-04-10 18:30:13 main:574] : INFO : Epoch 2035 | loss: 0.0311948 | val_loss: 0.0311931 | Time: 4418.35 ms [2022-04-10 18:30:17 main:574] : INFO : Epoch 2036 | loss: 0.0311926 | val_loss: 0.0311936 | Time: 4478.91 ms [2022-04-10 18:30:21 main:574] : INFO : Epoch 2037 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 4499.59 ms [2022-04-10 18:30:26 main:574] : INFO : Epoch 2038 | loss: 0.0311929 | val_loss: 0.0311936 | Time: 4443.73 ms [2022-04-10 18:30:30 main:574] : INFO : Epoch 2039 | loss: 0.0311925 | val_loss: 0.031195 | Time: 4463.11 ms [2022-04-10 18:30:35 main:574] : INFO : Epoch 2040 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 4457.2 ms [2022-04-10 18:30:39 main:574] : INFO : Epoch 2041 | loss: 0.0311927 | val_loss: 0.0311948 | Time: 4435.85 ms [2022-04-10 18:30:44 main:574] : INFO : Epoch 2042 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 4413.33 ms [2022-04-10 18:30:48 main:574] : INFO : Epoch 2043 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 4488.44 ms [2022-04-10 18:30:53 main:574] : INFO : Epoch 2044 | loss: 0.0311927 | val_loss: 0.0311945 | Time: 4450.01 ms [2022-04-10 18:30:57 main:574] : INFO : Epoch 2045 | loss: 0.0311932 | val_loss: 0.0311934 | Time: 4464.81 ms [2022-04-10 18:31:02 main:574] : INFO : Epoch 2046 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 4436.55 ms [2022-04-10 18:31:06 main:574] : INFO : Epoch 2047 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 4460.8 ms [2022-04-10 18:31:11 main:574] : INFO : Epoch 2048 | loss: 0.0311912 | val_loss: 0.0311942 | Time: 4502.3 ms [2022-04-10 18:31:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311942 [2022-04-10 18:31:11 main:603] : INFO : Saving end state to config to file [2022-04-10 18:31:11 main:608] : INFO : Success, exiting.. 18:31:11 (12852): 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)