Task 5550871
| Name | ParityMachine-1625100129-9533-0_0 |
| Workunit | 3399672 |
| Created | 1 Jul 2021, 0:42:12 UTC |
| Sent | 5 Jul 2021, 16:09:13 UTC |
| Report deadline | 13 Jul 2021, 16:09:13 UTC |
| Received | 5 Jul 2021, 19:44:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 2 hours 27 min |
| CPU time | 2 hours 22 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311386 | val_loss: 0.0311777 | Time: 4379.01 ms
[2021-07-05 14:07:19 main:574] : INFO : Epoch 1543 | loss: 0.0311359 | val_loss: 0.0311742 | Time: 4248.62 ms
[2021-07-05 14:07:24 main:574] : INFO : Epoch 1544 | loss: 0.0311349 | val_loss: 0.0311778 | Time: 4317.99 ms
[2021-07-05 14:07:28 main:574] : INFO : Epoch 1545 | loss: 0.0311332 | val_loss: 0.0311764 | Time: 4433.47 ms
[2021-07-05 14:07:33 main:574] : INFO : Epoch 1546 | loss: 0.0311321 | val_loss: 0.0311793 | Time: 4376.06 ms
[2021-07-05 14:07:37 main:574] : INFO : Epoch 1547 | loss: 0.0311321 | val_loss: 0.0311778 | Time: 4304.41 ms
[2021-07-05 14:07:41 main:574] : INFO : Epoch 1548 | loss: 0.031128 | val_loss: 0.0311802 | Time: 4387.98 ms
[2021-07-05 14:07:46 main:574] : INFO : Epoch 1549 | loss: 0.0311295 | val_loss: 0.0311809 | Time: 4375 ms
[2021-07-05 14:07:50 main:574] : INFO : Epoch 1550 | loss: 0.0311289 | val_loss: 0.0311765 | Time: 4449.3 ms
[2021-07-05 14:07:54 main:574] : INFO : Epoch 1551 | loss: 0.0311327 | val_loss: 0.0311777 | Time: 4225.82 ms
[2021-07-05 14:07:59 main:574] : INFO : Epoch 1552 | loss: 0.0311291 | val_loss: 0.0311819 | Time: 4272.4 ms
[2021-07-05 14:08:03 main:574] : INFO : Epoch 1553 | loss: 0.0311306 | val_loss: 0.0311819 | Time: 4407.35 ms
[2021-07-05 14:08:08 main:574] : INFO : Epoch 1554 | loss: 0.0311325 | val_loss: 0.0311764 | Time: 4369.46 ms
[2021-07-05 14:08:12 main:574] : INFO : Epoch 1555 | loss: 0.0311337 | val_loss: 0.0311801 | Time: 4272.26 ms
[2021-07-05 14:08:16 main:574] : INFO : Epoch 1556 | loss: 0.0311321 | val_loss: 0.0311808 | Time: 4321.55 ms
[2021-07-05 14:08:21 main:574] : INFO : Epoch 1557 | loss: 0.0311328 | val_loss: 0.0311863 | Time: 4389.14 ms
[2021-07-05 14:08:25 main:574] : INFO : Epoch 1558 | loss: 0.0311321 | val_loss: 0.0311802 | Time: 4319.48 ms
[2021-07-05 14:08:29 main:574] : INFO : Epoch 1559 | loss: 0.0311333 | val_loss: 0.0311928 | Time: 4204.2 ms
[2021-07-05 14:08:34 main:574] : INFO : Epoch 1560 | loss: 0.0311299 | val_loss: 0.0311811 | Time: 4381.55 ms
[2021-07-05 14:08:38 main:574] : INFO : Epoch 1561 | loss: 0.0311276 | val_loss: 0.0311858 | Time: 4282.03 ms
[2021-07-05 14:08:43 main:574] : INFO : Epoch 1562 | loss: 0.0311316 | val_loss: 0.0311911 | Time: 4342.98 ms
[2021-07-05 14:08:47 main:574] : INFO : Epoch 1563 | loss: 0.0311316 | val_loss: 0.0311819 | Time: 4358.85 ms
[2021-07-05 14:08:51 main:574] : INFO : Epoch 1564 | loss: 0.0311317 | val_loss: 0.0311904 | Time: 4344.32 ms
[2021-07-05 14:08:56 main:574] : INFO : Epoch 1565 | loss: 0.0311357 | val_loss: 0.0311869 | Time: 4219.24 ms
[2021-07-05 14:09:00 main:574] : INFO : Epoch 1566 | loss: 0.0311268 | val_loss: 0.0311824 | Time: 4286.75 ms
[2021-07-05 14:09:04 main:574] : INFO : Epoch 1567 | loss: 0.0311234 | val_loss: 0.0311896 | Time: 4311.44 ms
[2021-07-05 14:09:09 main:574] : INFO : Epoch 1568 | loss: 0.0311245 | val_loss: 0.0311839 | Time: 4514.37 ms
[2021-07-05 14:09:13 main:574] : INFO : Epoch 1569 | loss: 0.0311237 | val_loss: 0.0311846 | Time: 4361.43 ms
[2021-07-05 14:09:17 main:574] : INFO : Epoch 1570 | loss: 0.0311272 | val_loss: 0.0311838 | Time: 4232.35 ms
[2021-07-05 14:09:22 main:574] : INFO : Epoch 1571 | loss: 0.0311248 | val_loss: 0.0311827 | Time: 4205.46 ms
[2021-07-05 14:09:26 main:574] : INFO : Epoch 1572 | loss: 0.031124 | val_loss: 0.0311782 | Time: 4224.41 ms
[2021-07-05 14:09:30 main:574] : INFO : Epoch 1573 | loss: 0.0311259 | val_loss: 0.0311845 | Time: 4284.31 ms
[2021-07-05 14:09:35 main:574] : INFO : Epoch 1574 | loss: 0.0311276 | val_loss: 0.0311959 | Time: 4291.04 ms
[2021-07-05 14:09:39 main:574] : INFO : Epoch 1575 | loss: 0.0311295 | val_loss: 0.0311826 | Time: 4340.15 ms
[2021-07-05 14:09:43 main:574] : INFO : Epoch 1576 | loss: 0.0311226 | val_loss: 0.0311828 | Time: 4308.33 ms
[2021-07-05 14:09:48 main:574] : INFO : Epoch 1577 | loss: 0.0311239 | val_loss: 0.0311942 | Time: 4302.19 ms
[2021-07-05 14:09:52 main:574] : INFO : Epoch 1578 | loss: 0.0311267 | val_loss: 0.0311824 | Time: 4295.33 ms
[2021-07-05 14:09:56 main:574] : INFO : Epoch 1579 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 4233.5 ms
[2021-07-05 14:10:01 main:574] : INFO : Epoch 1580 | loss: 0.03116 | val_loss: 0.0311747 | Time: 4405.02 ms
[2021-07-05 14:10:05 main:574] : INFO : Epoch 1581 | loss: 0.0311585 | val_loss: 0.0311752 | Time: 4322.32 ms
[2021-07-05 14:10:09 main:574] : INFO : Epoch 1582 | loss: 0.031157 | val_loss: 0.0311726 | Time: 4291.89 ms
[2021-07-05 14:10:14 main:574] : INFO : Epoch 1583 | loss: 0.0311501 | val_loss: 0.0311718 | Time: 4299.53 ms
[2021-07-05 14:10:18 main:574] : INFO : Epoch 1584 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 4322.43 ms
[2021-07-05 14:10:22 main:574] : INFO : Epoch 1585 | loss: 0.0311456 | val_loss: 0.0311745 | Time: 4293.48 ms
[2021-07-05 14:10:27 main:574] : INFO : Epoch 1586 | loss: 0.0311433 | val_loss: 0.0311695 | Time: 4413.93 ms
[2021-07-05 14:10:31 main:574] : INFO : Epoch 1587 | loss: 0.0311426 | val_loss: 0.0311732 | Time: 4225.6 ms
[2021-07-05 14:10:36 main:574] : INFO : Epoch 1588 | loss: 0.0311408 | val_loss: 0.0311701 | Time: 4359.45 ms
[2021-07-05 14:10:40 main:574] : INFO : Epoch 1589 | loss: 0.0311387 | val_loss: 0.0311722 | Time: 4267.05 ms
[2021-07-05 14:10:44 main:574] : INFO : Epoch 1590 | loss: 0.0311461 | val_loss: 0.0311893 | Time: 4322.67 ms
[2021-07-05 14:10:49 main:574] : INFO : Epoch 1591 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 4434.51 ms
[2021-07-05 14:10:53 main:574] : INFO : Epoch 1592 | loss: 0.0311526 | val_loss: 0.031171 | Time: 4192.73 ms
[2021-07-05 14:10:57 main:574] : INFO : Epoch 1593 | loss: 0.0311496 | val_loss: 0.0311724 | Time: 4319.14 ms
[2021-07-05 14:11:02 main:574] : INFO : Epoch 1594 | loss: 0.031147 | val_loss: 0.0311695 | Time: 4294.49 ms
[2021-07-05 14:11:06 main:574] : INFO : Epoch 1595 | loss: 0.031145 | val_loss: 0.0311688 | Time: 4267.68 ms
[2021-07-05 14:11:10 main:574] : INFO : Epoch 1596 | loss: 0.0311439 | val_loss: 0.0311718 | Time: 4335.47 ms
[2021-07-05 14:11:15 main:574] : INFO : Epoch 1597 | loss: 0.031141 | val_loss: 0.03117 | Time: 4289.88 ms
[2021-07-05 14:11:19 main:574] : INFO : Epoch 1598 | loss: 0.0311404 | val_loss: 0.0311697 | Time: 4279.82 ms
[2021-07-05 14:11:23 main:574] : INFO : Epoch 1599 | loss: 0.0311403 | val_loss: 0.0311706 | Time: 4316.48 ms
[2021-07-05 14:11:28 main:574] : INFO : Epoch 1600 | loss: 0.031137 | val_loss: 0.0311706 | Time: 4210.38 ms
[2021-07-05 14:11:32 main:574] : INFO : Epoch 1601 | loss: 0.0311364 | val_loss: 0.031174 | Time: 4383.6 ms
[2021-07-05 14:11:36 main:574] : INFO : Epoch 1602 | loss: 0.0311364 | val_loss: 0.0311758 | Time: 4268.35 ms
[2021-07-05 14:11:41 main:574] : INFO : Epoch 1603 | loss: 0.031135 | val_loss: 0.0311798 | Time: 4224.17 ms
[2021-07-05 14:11:45 main:574] : INFO : Epoch 1604 | loss: 0.0311376 | val_loss: 0.0311734 | Time: 4372.57 ms
[2021-07-05 14:11:49 main:574] : INFO : Epoch 1605 | loss: 0.0311344 | val_loss: 0.0311749 | Time: 4251.25 ms
[2021-07-05 14:11:54 main:574] : INFO : Epoch 1606 | loss: 0.0311342 | val_loss: 0.031174 | Time: 4312.89 ms
[2021-07-05 14:11:58 main:574] : INFO : Epoch 1607 | loss: 0.0311335 | val_loss: 0.0311758 | Time: 4335.52 ms
[2021-07-05 14:12:02 main:574] : INFO : Epoch 1608 | loss: 0.0311305 | val_loss: 0.031176 | Time: 4345.67 ms
[2021-07-05 14:12:07 main:574] : INFO : Epoch 1609 | loss: 0.0311312 | val_loss: 0.031174 | Time: 4288.79 ms
[2021-07-05 14:12:11 main:574] : INFO : Epoch 1610 | loss: 0.0311264 | val_loss: 0.0311768 | Time: 4306.69 ms
[2021-07-05 14:12:15 main:574] : INFO : Epoch 1611 | loss: 0.0311279 | val_loss: 0.0311726 | Time: 4252.1 ms
[2021-07-05 14:12:20 main:574] : INFO : Epoch 1612 | loss: 0.03113 | val_loss: 0.0311772 | Time: 4317.53 ms
[2021-07-05 14:12:24 main:574] : INFO : Epoch 1613 | loss: 0.0311302 | val_loss: 0.0311712 | Time: 4289.02 ms
[2021-07-05 14:12:28 main:574] : INFO : Epoch 1614 | loss: 0.0311327 | val_loss: 0.0311893 | Time: 4304.34 ms
[2021-07-05 14:12:33 main:574] : INFO : Epoch 1615 | loss: 0.031135 | val_loss: 0.0311747 | Time: 4381.58 ms
[2021-07-05 14:12:37 main:574] : INFO : Epoch 1616 | loss: 0.031128 | val_loss: 0.0311807 | Time: 4264.04 ms
[2021-07-05 14:12:41 main:574] : INFO : Epoch 1617 | loss: 0.0311258 | val_loss: 0.0311789 | Time: 4288.38 ms
[2021-07-05 14:12:46 main:574] : INFO : Epoch 1618 | loss: 0.0311259 | val_loss: 0.031177 | Time: 4260.03 ms
[2021-07-05 14:12:50 main:574] : INFO : Epoch 1619 | loss: 0.0311311 | val_loss: 0.0311799 | Time: 4450.19 ms
[2021-07-05 14:12:55 main:574] : INFO : Epoch 1620 | loss: 0.0311359 | val_loss: 0.0311769 | Time: 4265.76 ms
[2021-07-05 14:12:59 main:574] : INFO : Epoch 1621 | loss: 0.0311313 | val_loss: 0.0311723 | Time: 4365.28 ms
[2021-07-05 14:13:03 main:574] : INFO : Epoch 1622 | loss: 0.0311331 | val_loss: 0.031172 | Time: 4324.69 ms
[2021-07-05 14:13:08 main:574] : INFO : Epoch 1623 | loss: 0.0311451 | val_loss: 0.0311746 | Time: 4260.94 ms
[2021-07-05 14:13:12 main:574] : INFO : Epoch 1624 | loss: 0.031145 | val_loss: 0.0311662 | Time: 4199.33 ms
[2021-07-05 14:13:16 main:574] : INFO : Epoch 1625 | loss: 0.031141 | val_loss: 0.031173 | Time: 4395.13 ms
[2021-07-05 14:13:21 main:574] : INFO : Epoch 1626 | loss: 0.0311447 | val_loss: 0.0311718 | Time: 4320.39 ms
[2021-07-05 14:13:25 main:574] : INFO : Epoch 1627 | loss: 0.0311367 | val_loss: 0.0311726 | Time: 4378.33 ms
[2021-07-05 14:13:29 main:574] : INFO : Epoch 1628 | loss: 0.0311343 | val_loss: 0.0311762 | Time: 4249.4 ms
[2021-07-05 14:13:34 main:574] : INFO : Epoch 1629 | loss: 0.0311353 | val_loss: 0.0311802 | Time: 4332.76 ms
[2021-07-05 14:13:38 main:574] : INFO : Epoch 1630 | loss: 0.0311506 | val_loss: 0.0311829 | Time: 4248.44 ms
[2021-07-05 14:13:42 main:574] : INFO : Epoch 1631 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 4284.63 ms
[2021-07-05 14:13:47 main:574] : INFO : Epoch 1632 | loss: 0.031166 | val_loss: 0.0311701 | Time: 4432.54 ms
[2021-07-05 14:13:51 main:574] : INFO : Epoch 1633 | loss: 0.0311606 | val_loss: 0.03117 | Time: 4299.2 ms
[2021-07-05 14:13:56 main:574] : INFO : Epoch 1634 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 4302.44 ms
[2021-07-05 14:14:00 main:574] : INFO : Epoch 1635 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 4362.03 ms
[2021-07-05 14:14:04 main:574] : INFO : Epoch 1636 | loss: 0.0311521 | val_loss: 0.0311702 | Time: 4338.16 ms
[2021-07-05 14:14:09 main:574] : INFO : Epoch 1637 | loss: 0.0311499 | val_loss: 0.031171 | Time: 4301.23 ms
[2021-07-05 14:14:13 main:574] : INFO : Epoch 1638 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 4277.73 ms
[2021-07-05 14:14:17 main:574] : INFO : Epoch 1639 | loss: 0.0311462 | val_loss: 0.0311698 | Time: 4327.32 ms
[2021-07-05 14:14:22 main:574] : INFO : Epoch 1640 | loss: 0.0311456 | val_loss: 0.0311695 | Time: 4347.97 ms
[2021-07-05 14:14:26 main:574] : INFO : Epoch 1641 | loss: 0.0311445 | val_loss: 0.0311721 | Time: 4329.81 ms
[2021-07-05 14:14:30 main:574] : INFO : Epoch 1642 | loss: 0.031147 | val_loss: 0.0311753 | Time: 4233.51 ms
[2021-07-05 14:14:35 main:574] : INFO : Epoch 1643 | loss: 0.0311431 | val_loss: 0.0311786 | Time: 4277.04 ms
[2021-07-05 14:14:39 main:574] : INFO : Epoch 1644 | loss: 0.031142 | val_loss: 0.0311702 | Time: 4326.9 ms
[2021-07-05 14:14:43 main:574] : INFO : Epoch 1645 | loss: 0.0311395 | val_loss: 0.0311706 | Time: 4253.45 ms
[2021-07-05 14:14:48 main:574] : INFO : Epoch 1646 | loss: 0.0311397 | val_loss: 0.0311767 | Time: 4350.72 ms
[2021-07-05 14:14:52 main:574] : INFO : Epoch 1647 | loss: 0.0311408 | val_loss: 0.0311755 | Time: 4287.64 ms
[2021-07-05 14:14:56 main:574] : INFO : Epoch 1648 | loss: 0.031142 | val_loss: 0.0311721 | Time: 4206.9 ms
[2021-07-05 14:15:01 main:574] : INFO : Epoch 1649 | loss: 0.0311403 | val_loss: 0.0311787 | Time: 4399.33 ms
[2021-07-05 14:15:05 main:574] : INFO : Epoch 1650 | loss: 0.0311413 | val_loss: 0.0311749 | Time: 4223.23 ms
[2021-07-05 14:15:09 main:574] : INFO : Epoch 1651 | loss: 0.0311509 | val_loss: 0.031174 | Time: 4224.26 ms
[2021-07-05 14:15:14 main:574] : INFO : Epoch 1652 | loss: 0.031147 | val_loss: 0.03117 | Time: 4326.56 ms
[2021-07-05 14:15:18 main:574] : INFO : Epoch 1653 | loss: 0.0311431 | val_loss: 0.031172 | Time: 4267.32 ms
[2021-07-05 14:15:22 main:574] : INFO : Epoch 1654 | loss: 0.0311429 | val_loss: 0.0311742 | Time: 4284.36 ms
[2021-07-05 14:15:27 main:574] : INFO : Epoch 1655 | loss: 0.0311461 | val_loss: 0.0311695 | Time: 4311.32 ms
[2021-07-05 14:15:31 main:574] : INFO : Epoch 1656 | loss: 0.0311421 | val_loss: 0.0311712 | Time: 4275.83 ms
[2021-07-05 14:15:35 main:574] : INFO : Epoch 1657 | loss: 0.0311394 | val_loss: 0.0311762 | Time: 4290.75 ms
[2021-07-05 14:15:40 main:574] : INFO : Epoch 1658 | loss: 0.0311401 | val_loss: 0.0311691 | Time: 4232.22 ms
[2021-07-05 14:15:44 main:574] : INFO : Epoch 1659 | loss: 0.0311408 | val_loss: 0.0311678 | Time: 4246.02 ms
[2021-07-05 14:15:48 main:574] : INFO : Epoch 1660 | loss: 0.0311378 | val_loss: 0.0311702 | Time: 4280.92 ms
[2021-07-05 14:15:52 main:574] : INFO : Epoch 1661 | loss: 0.0311377 | val_loss: 0.0311657 | Time: 4248.22 ms
[2021-07-05 14:15:57 main:574] : INFO : Epoch 1662 | loss: 0.0311393 | val_loss: 0.031173 | Time: 4348.63 ms
[2021-07-05 14:16:01 main:574] : INFO : Epoch 1663 | loss: 0.0311371 | val_loss: 0.031171 | Time: 4268.36 ms
[2021-07-05 14:16:05 main:574] : INFO : Epoch 1664 | loss: 0.0311392 | val_loss: 0.0311764 | Time: 4212.47 ms
[2021-07-05 14:16:10 main:574] : INFO : Epoch 1665 | loss: 0.0311383 | val_loss: 0.0311703 | Time: 4198.45 ms
[2021-07-05 14:16:14 main:574] : INFO : Epoch 1666 | loss: 0.0311354 | val_loss: 0.03117 | Time: 4270.26 ms
[2021-07-05 14:16:18 main:574] : INFO : Epoch 1667 | loss: 0.0311341 | val_loss: 0.0311755 | Time: 4291.98 ms
[2021-07-05 14:16:23 main:574] : INFO : Epoch 1668 | loss: 0.0311339 | val_loss: 0.0311706 | Time: 4304.87 ms
[2021-07-05 14:16:27 main:574] : INFO : Epoch 1669 | loss: 0.0311342 | val_loss: 0.0311805 | Time: 4233.11 ms
[2021-07-05 14:16:31 main:574] : INFO : Epoch 1670 | loss: 0.031154 | val_loss: 0.0314711 | Time: 4269.65 ms
[2021-07-05 14:16:36 main:574] : INFO : Epoch 1671 | loss: 0.0356479 | val_loss: 0.0332405 | Time: 4362.17 ms
[2021-07-05 14:16:40 main:574] : INFO : Epoch 1672 | loss: 0.0435879 | val_loss: 0.0320504 | Time: 4367.54 ms
[2021-07-05 14:16:44 main:574] : INFO : Epoch 1673 | loss: 0.0407129 | val_loss: 0.0317269 | Time: 4293.25 ms
[2021-07-05 14:16:49 main:574] : INFO : Epoch 1674 | loss: 0.0323033 | val_loss: 0.0314572 | Time: 4523.63 ms
[2021-07-05 14:16:53 main:574] : INFO : Epoch 1675 | loss: 0.0314222 | val_loss: 0.0312996 | Time: 4321.75 ms
[2021-07-05 14:16:58 main:574] : INFO : Epoch 1676 | loss: 0.031286 | val_loss: 0.0312618 | Time: 4335.58 ms
[2021-07-05 14:17:02 main:574] : INFO : Epoch 1677 | loss: 0.0312595 | val_loss: 0.0312559 | Time: 4348.78 ms
[2021-07-05 14:17:06 main:574] : INFO : Epoch 1678 | loss: 0.0312537 | val_loss: 0.0312525 | Time: 4360.07 ms
[2021-07-05 14:17:11 main:574] : INFO : Epoch 1679 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 4315.05 ms
[2021-07-05 14:17:15 main:574] : INFO : Epoch 1680 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 4343.29 ms
[2021-07-05 14:17:20 main:574] : INFO : Epoch 1681 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 4317.17 ms
[2021-07-05 14:17:24 main:574] : INFO : Epoch 1682 | loss: 0.0312475 | val_loss: 0.031247 | Time: 4312.47 ms
[2021-07-05 14:17:28 main:574] : INFO : Epoch 1683 | loss: 0.0312461 | val_loss: 0.031246 | Time: 4321.76 ms
[2021-07-05 14:17:33 main:574] : INFO : Epoch 1684 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 4272.04 ms
[2021-07-05 14:17:37 main:574] : INFO : Epoch 1685 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 4315.05 ms
[2021-07-05 14:17:41 main:574] : INFO : Epoch 1686 | loss: 0.0312433 | val_loss: 0.0312421 | Time: 4269.64 ms
[2021-07-05 14:17:45 main:574] : INFO : Epoch 1687 | loss: 0.0312415 | val_loss: 0.0312403 | Time: 4281.74 ms
[2021-07-05 14:17:50 main:574] : INFO : Epoch 1688 | loss: 0.031239 | val_loss: 0.0312392 | Time: 4269.37 ms
[2021-07-05 14:17:54 main:574] : INFO : Epoch 1689 | loss: 0.0312377 | val_loss: 0.0312379 | Time: 4289.11 ms
[2021-07-05 14:17:59 main:574] : INFO : Epoch 1690 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 4318.26 ms
[2021-07-05 14:18:03 main:574] : INFO : Epoch 1691 | loss: 0.031234 | val_loss: 0.0312332 | Time: 4391.59 ms
[2021-07-05 14:18:07 main:574] : INFO : Epoch 1692 | loss: 0.0312308 | val_loss: 0.0312309 | Time: 4271.94 ms
[2021-07-05 14:18:12 main:574] : INFO : Epoch 1693 | loss: 0.0312277 | val_loss: 0.0312281 | Time: 4339.81 ms
[2021-07-05 14:18:16 main:574] : INFO : Epoch 1694 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 4247.03 ms
[2021-07-05 14:18:20 main:574] : INFO : Epoch 1695 | loss: 0.031221 | val_loss: 0.0312214 | Time: 4446.91 ms
[2021-07-05 14:18:25 main:574] : INFO : Epoch 1696 | loss: 0.0312169 | val_loss: 0.0312178 | Time: 4337.03 ms
[2021-07-05 14:18:29 main:574] : INFO : Epoch 1697 | loss: 0.0312126 | val_loss: 0.0312133 | Time: 4335.97 ms
[2021-07-05 14:18:33 main:574] : INFO : Epoch 1698 | loss: 0.0312088 | val_loss: 0.0312116 | Time: 4238.3 ms
[2021-07-05 14:18:38 main:574] : INFO : Epoch 1699 | loss: 0.0312073 | val_loss: 0.0312153 | Time: 4619.85 ms
[2021-07-05 14:18:43 main:574] : INFO : Epoch 1700 | loss: 0.0312061 | val_loss: 0.0312071 | Time: 4380.63 ms
[2021-07-05 14:18:47 main:574] : INFO : Epoch 1701 | loss: 0.0312029 | val_loss: 0.0312056 | Time: 4315.67 ms
[2021-07-05 14:18:51 main:574] : INFO : Epoch 1702 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 4370.65 ms
[2021-07-05 14:18:55 main:574] : INFO : Epoch 1703 | loss: 0.0312001 | val_loss: 0.0312044 | Time: 4176.3 ms
[2021-07-05 14:19:00 main:574] : INFO : Epoch 1704 | loss: 0.0312004 | val_loss: 0.0312054 | Time: 4271.23 ms
[2021-07-05 14:19:04 main:574] : INFO : Epoch 1705 | loss: 0.031199 | val_loss: 0.0312022 | Time: 4253.31 ms
[2021-07-05 14:19:08 main:574] : INFO : Epoch 1706 | loss: 0.0311973 | val_loss: 0.031203 | Time: 4316.7 ms
[2021-07-05 14:19:13 main:574] : INFO : Epoch 1707 | loss: 0.0311987 | val_loss: 0.0312065 | Time: 4309.88 ms
[2021-07-05 14:19:17 main:574] : INFO : Epoch 1708 | loss: 0.0311989 | val_loss: 0.0312022 | Time: 4309.89 ms
[2021-07-05 14:19:21 main:574] : INFO : Epoch 1709 | loss: 0.0311975 | val_loss: 0.0312042 | Time: 4279.39 ms
[2021-07-05 14:19:26 main:574] : INFO : Epoch 1710 | loss: 0.0312008 | val_loss: 0.0312002 | Time: 4342.01 ms
[2021-07-05 14:19:30 main:574] : INFO : Epoch 1711 | loss: 0.0311975 | val_loss: 0.0312027 | Time: 4275.71 ms
[2021-07-05 14:19:34 main:574] : INFO : Epoch 1712 | loss: 0.0311967 | val_loss: 0.0311992 | Time: 4197.38 ms
[2021-07-05 14:19:39 main:574] : INFO : Epoch 1713 | loss: 0.0311944 | val_loss: 0.0312 | Time: 4363.26 ms
[2021-07-05 14:19:43 main:574] : INFO : Epoch 1714 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 4494.55 ms
[2021-07-05 14:19:48 main:574] : INFO : Epoch 1715 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 4298.59 ms
[2021-07-05 14:19:52 main:574] : INFO : Epoch 1716 | loss: 0.0311935 | val_loss: 0.031199 | Time: 4267.94 ms
[2021-07-05 14:19:56 main:574] : INFO : Epoch 1717 | loss: 0.0311939 | val_loss: 0.031198 | Time: 4383.03 ms
[2021-07-05 14:20:01 main:574] : INFO : Epoch 1718 | loss: 0.0311923 | val_loss: 0.0311977 | Time: 4315.51 ms
[2021-07-05 14:20:05 main:574] : INFO : Epoch 1719 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 4284.46 ms
[2021-07-05 14:20:09 main:574] : INFO : Epoch 1720 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 4273.59 ms
[2021-07-05 14:20:14 main:574] : INFO : Epoch 1721 | loss: 0.0311937 | val_loss: 0.0311999 | Time: 4272.01 ms
[2021-07-05 14:20:18 main:574] : INFO : Epoch 1722 | loss: 0.0311938 | val_loss: 0.0311986 | Time: 4231.16 ms
[2021-07-05 14:20:22 main:574] : INFO : Epoch 1723 | loss: 0.0311929 | val_loss: 0.0311986 | Time: 4360.6 ms
[2021-07-05 14:20:27 main:574] : INFO : Epoch 1724 | loss: 0.031193 | val_loss: 0.0311969 | Time: 4394.99 ms
[2021-07-05 14:20:31 main:574] : INFO : Epoch 1725 | loss: 0.0311933 | val_loss: 0.0311977 | Time: 4320.86 ms
[2021-07-05 14:20:35 main:574] : INFO : Epoch 1726 | loss: 0.0311965 | val_loss: 0.0312063 | Time: 4267.43 ms
[2021-07-05 14:20:40 main:574] : INFO : Epoch 1727 | loss: 0.0311932 | val_loss: 0.0311965 | Time: 4289.98 ms
[2021-07-05 14:20:44 main:574] : INFO : Epoch 1728 | loss: 0.0311931 | val_loss: 0.0311998 | Time: 4272.18 ms
[2021-07-05 14:20:48 main:574] : INFO : Epoch 1729 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 4296.5 ms
[2021-07-05 14:20:53 main:574] : INFO : Epoch 1730 | loss: 0.0311931 | val_loss: 0.0311956 | Time: 4362.38 ms
[2021-07-05 14:20:57 main:574] : INFO : Epoch 1731 | loss: 0.0311921 | val_loss: 0.0311971 | Time: 4322.98 ms
[2021-07-05 14:21:02 main:574] : INFO : Epoch 1732 | loss: 0.0311917 | val_loss: 0.0311954 | Time: 4468.19 ms
[2021-07-05 14:21:06 main:574] : INFO : Epoch 1733 | loss: 0.0311907 | val_loss: 0.0311977 | Time: 4287.06 ms
[2021-07-05 14:21:10 main:574] : INFO : Epoch 1734 | loss: 0.0311913 | val_loss: 0.031195 | Time: 4308.11 ms
[2021-07-05 14:21:15 main:574] : INFO : Epoch 1735 | loss: 0.0311913 | val_loss: 0.0311982 | Time: 4205.48 ms
[2021-07-05 14:21:19 main:574] : INFO : Epoch 1736 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 4428.66 ms
[2021-07-05 14:21:23 main:574] : INFO : Epoch 1737 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 4393.45 ms
[2021-07-05 14:21:28 main:574] : INFO : Epoch 1738 | loss: 0.0311942 | val_loss: 0.0311968 | Time: 4212.49 ms
[2021-07-05 14:21:32 main:574] : INFO : Epoch 1739 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 4286.28 ms
[2021-07-05 14:21:36 main:574] : INFO : Epoch 1740 | loss: 0.0311986 | val_loss: 0.0311946 | Time: 4351.9 ms
[2021-07-05 14:21:41 main:574] : INFO : Epoch 1741 | loss: 0.031195 | val_loss: 0.0311996 | Time: 4349.56 ms
[2021-07-05 14:21:45 main:574] : INFO : Epoch 1742 | loss: 0.0311939 | val_loss: 0.0311961 | Time: 4383.5 ms
[2021-07-05 14:21:50 main:574] : INFO : Epoch 1743 | loss: 0.0311915 | val_loss: 0.0311963 | Time: 4283.17 ms
[2021-07-05 14:21:54 main:574] : INFO : Epoch 1744 | loss: 0.0311907 | val_loss: 0.0311986 | Time: 4302.26 ms
[2021-07-05 14:21:58 main:574] : INFO : Epoch 1745 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 4275.12 ms
[2021-07-05 14:22:03 main:574] : INFO : Epoch 1746 | loss: 0.0311907 | val_loss: 0.0311958 | Time: 4357.63 ms
[2021-07-05 14:22:07 main:574] : INFO : Epoch 1747 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 4298.33 ms
[2021-07-05 14:22:11 main:574] : INFO : Epoch 1748 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 4271.19 ms
[2021-07-05 14:22:16 main:574] : INFO : Epoch 1749 | loss: 0.0311885 | val_loss: 0.0311941 | Time: 4459.2 ms
[2021-07-05 14:22:20 main:574] : INFO : Epoch 1750 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 4327.24 ms
[2021-07-05 14:22:24 main:574] : INFO : Epoch 1751 | loss: 0.0311883 | val_loss: 0.0311941 | Time: 4251.69 ms
[2021-07-05 14:22:29 main:574] : INFO : Epoch 1752 | loss: 0.031189 | val_loss: 0.0311976 | Time: 4357.57 ms
[2021-07-05 14:22:33 main:574] : INFO : Epoch 1753 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 4336.45 ms
[2021-07-05 14:22:38 main:574] : INFO : Epoch 1754 | loss: 0.0311881 | val_loss: 0.0311965 | Time: 4384.76 ms
[2021-07-05 14:22:42 main:574] : INFO : Epoch 1755 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 4224.34 ms
[2021-07-05 14:22:46 main:574] : INFO : Epoch 1756 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 4395.77 ms
[2021-07-05 14:22:51 main:574] : INFO : Epoch 1757 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 4306.52 ms
[2021-07-05 14:22:55 main:574] : INFO : Epoch 1758 | loss: 0.0311871 | val_loss: 0.0311961 | Time: 4260.79 ms
[2021-07-05 14:22:59 main:574] : INFO : Epoch 1759 | loss: 0.0311907 | val_loss: 0.0311981 | Time: 4240.75 ms
[2021-07-05 14:23:04 main:574] : INFO : Epoch 1760 | loss: 0.031189 | val_loss: 0.031193 | Time: 4379.39 ms
[2021-07-05 14:23:08 main:574] : INFO : Epoch 1761 | loss: 0.0311886 | val_loss: 0.0311935 | Time: 4258.11 ms
[2021-07-05 14:23:12 main:574] : INFO : Epoch 1762 | loss: 0.0311867 | val_loss: 0.0311976 | Time: 4366.63 ms
[2021-07-05 14:23:17 main:574] : INFO : Epoch 1763 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 4184.05 ms
[2021-07-05 14:23:21 main:574] : INFO : Epoch 1764 | loss: 0.0311904 | val_loss: 0.031209 | Time: 4326.39 ms
[2021-07-05 14:23:25 main:574] : INFO : Epoch 1765 | loss: 0.0311931 | val_loss: 0.0312019 | Time: 4286.44 ms
[2021-07-05 14:23:30 main:574] : INFO : Epoch 1766 | loss: 0.0311933 | val_loss: 0.0311969 | Time: 4316.19 ms
[2021-07-05 14:23:34 main:574] : INFO : Epoch 1767 | loss: 0.0311887 | val_loss: 0.0311936 | Time: 4197.91 ms
[2021-07-05 14:23:38 main:574] : INFO : Epoch 1768 | loss: 0.0311873 | val_loss: 0.0311939 | Time: 4247.71 ms
[2021-07-05 14:23:42 main:574] : INFO : Epoch 1769 | loss: 0.0311906 | val_loss: 0.031193 | Time: 4278.46 ms
[2021-07-05 14:23:47 main:574] : INFO : Epoch 1770 | loss: 0.0311895 | val_loss: 0.0312014 | Time: 4327.66 ms
[2021-07-05 14:23:51 main:574] : INFO : Epoch 1771 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 4342.56 ms
[2021-07-05 14:23:55 main:574] : INFO : Epoch 1772 | loss: 0.031187 | val_loss: 0.0311931 | Time: 4213.53 ms
[2021-07-05 14:24:00 main:574] : INFO : Epoch 1773 | loss: 0.0311891 | val_loss: 0.0311966 | Time: 4227.16 ms
[2021-07-05 14:24:04 main:574] : INFO : Epoch 1774 | loss: 0.0311875 | val_loss: 0.0312002 | Time: 4367.36 ms
[2021-07-05 14:24:08 main:574] : INFO : Epoch 1775 | loss: 0.0311913 | val_loss: 0.0311926 | Time: 4249.5 ms
[2021-07-05 14:24:13 main:574] : INFO : Epoch 1776 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 4271.16 ms
[2021-07-05 14:24:17 main:574] : INFO : Epoch 1777 | loss: 0.0311936 | val_loss: 0.0311942 | Time: 4275.48 ms
[2021-07-05 14:24:21 main:574] : INFO : Epoch 1778 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 4289.42 ms
[2021-07-05 14:24:26 main:574] : INFO : Epoch 1779 | loss: 0.0311873 | val_loss: 0.0311955 | Time: 4322.76 ms
[2021-07-05 14:24:30 main:574] : INFO : Epoch 1780 | loss: 0.0311892 | val_loss: 0.0312068 | Time: 4240.15 ms
[2021-07-05 14:24:34 main:574] : INFO : Epoch 1781 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 4331.66 ms
[2021-07-05 14:24:39 main:574] : INFO : Epoch 1782 | loss: 0.0311876 | val_loss: 0.0311977 | Time: 4216.14 ms
[2021-07-05 14:24:43 main:574] : INFO : Epoch 1783 | loss: 0.0311895 | val_loss: 0.0311993 | Time: 4277.25 ms
[2021-07-05 14:24:47 main:574] : INFO : Epoch 1784 | loss: 0.0311897 | val_loss: 0.0311991 | Time: 4284.05 ms
[2021-07-05 14:24:52 main:574] : INFO : Epoch 1785 | loss: 0.0311877 | val_loss: 0.0311932 | Time: 4281.16 ms
[2021-07-05 14:24:56 main:574] : INFO : Epoch 1786 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 4272.25 ms
[2021-07-05 14:25:00 main:574] : INFO : Epoch 1787 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 4385.4 ms
[2021-07-05 14:25:05 main:574] : INFO : Epoch 1788 | loss: 0.0311877 | val_loss: 0.0311988 | Time: 4299.2 ms
[2021-07-05 14:25:09 main:574] : INFO : Epoch 1789 | loss: 0.031192 | val_loss: 0.0311925 | Time: 4267.72 ms
[2021-07-05 14:25:13 main:574] : INFO : Epoch 1790 | loss: 0.0311919 | val_loss: 0.0311933 | Time: 4350.01 ms
[2021-07-05 14:25:18 main:574] : INFO : Epoch 1791 | loss: 0.031188 | val_loss: 0.0311962 | Time: 4325.6 ms
[2021-07-05 14:25:22 main:574] : INFO : Epoch 1792 | loss: 0.0311858 | val_loss: 0.0311922 | Time: 4348.84 ms
[2021-07-05 14:25:27 main:574] : INFO : Epoch 1793 | loss: 0.0311869 | val_loss: 0.0311968 | Time: 4425.17 ms
[2021-07-05 14:25:31 main:574] : INFO : Epoch 1794 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 4447.32 ms
[2021-07-05 14:25:35 main:574] : INFO : Epoch 1795 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 4191.86 ms
[2021-07-05 14:25:40 main:574] : INFO : Epoch 1796 | loss: 0.0311895 | val_loss: 0.0311998 | Time: 4340.52 ms
[2021-07-05 14:25:44 main:574] : INFO : Epoch 1797 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 4240.63 ms
[2021-07-05 14:25:48 main:574] : INFO : Epoch 1798 | loss: 0.0311904 | val_loss: 0.031192 | Time: 4335.65 ms
[2021-07-05 14:25:53 main:574] : INFO : Epoch 1799 | loss: 0.0311878 | val_loss: 0.0311976 | Time: 4319.86 ms
[2021-07-05 14:25:57 main:574] : INFO : Epoch 1800 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 4376.3 ms
[2021-07-05 14:26:01 main:574] : INFO : Epoch 1801 | loss: 0.0311874 | val_loss: 0.0311939 | Time: 4293.18 ms
[2021-07-05 14:26:06 main:574] : INFO : Epoch 1802 | loss: 0.0311904 | val_loss: 0.0312054 | Time: 4281.49 ms
[2021-07-05 14:26:10 main:574] : INFO : Epoch 1803 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 4346.36 ms
[2021-07-05 14:26:14 main:574] : INFO : Epoch 1804 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 4314.28 ms
[2021-07-05 14:26:19 main:574] : INFO : Epoch 1805 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 4309.78 ms
[2021-07-05 14:26:23 main:574] : INFO : Epoch 1806 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 4194.59 ms
[2021-07-05 14:26:27 main:574] : INFO : Epoch 1807 | loss: 0.0311837 | val_loss: 0.0311939 | Time: 4394.93 ms
[2021-07-05 14:26:32 main:574] : INFO : Epoch 1808 | loss: 0.0311896 | val_loss: 0.0311999 | Time: 4337.66 ms
[2021-07-05 14:26:36 main:574] : INFO : Epoch 1809 | loss: 0.0311867 | val_loss: 0.0311926 | Time: 4369.41 ms
[2021-07-05 14:26:40 main:574] : INFO : Epoch 1810 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 4219.32 ms
[2021-07-05 14:26:45 main:574] : INFO : Epoch 1811 | loss: 0.0311846 | val_loss: 0.0311934 | Time: 4210.06 ms
[2021-07-05 14:26:49 main:574] : INFO : Epoch 1812 | loss: 0.0311835 | val_loss: 0.0311941 | Time: 4299.68 ms
[2021-07-05 14:26:53 main:574] : INFO : Epoch 1813 | loss: 0.0311831 | val_loss: 0.0311934 | Time: 4265.08 ms
[2021-07-05 14:26:58 main:574] : INFO : Epoch 1814 | loss: 0.0311838 | val_loss: 0.0312033 | Time: 4422.45 ms
[2021-07-05 14:27:02 main:574] : INFO : Epoch 1815 | loss: 0.0311853 | val_loss: 0.0311962 | Time: 4273.52 ms
[2021-07-05 14:27:07 main:574] : INFO : Epoch 1816 | loss: 0.031183 | val_loss: 0.031203 | Time: 4327.15 ms
[2021-07-05 14:27:11 main:574] : INFO : Epoch 1817 | loss: 0.0311837 | val_loss: 0.0311997 | Time: 4334.02 ms
[2021-07-05 14:27:15 main:574] : INFO : Epoch 1818 | loss: 0.0311821 | val_loss: 0.0311929 | Time: 4315.32 ms
[2021-07-05 14:27:19 main:574] : INFO : Epoch 1819 | loss: 0.0311821 | val_loss: 0.0311933 | Time: 4176.92 ms
[2021-07-05 14:27:24 main:574] : INFO : Epoch 1820 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 4280.49 ms
[2021-07-05 14:27:28 main:574] : INFO : Epoch 1821 | loss: 0.0311869 | val_loss: 0.031207 | Time: 4302.99 ms
[2021-07-05 14:27:32 main:574] : INFO : Epoch 1822 | loss: 0.0311881 | val_loss: 0.0311987 | Time: 4284.62 ms
[2021-07-05 14:27:37 main:574] : INFO : Epoch 1823 | loss: 0.0311815 | val_loss: 0.0311919 | Time: 4279.55 ms
[2021-07-05 14:27:41 main:574] : INFO : Epoch 1824 | loss: 0.03118 | val_loss: 0.0311917 | Time: 4398.57 ms
[2021-07-05 14:27:46 main:574] : INFO : Epoch 1825 | loss: 0.0311813 | val_loss: 0.0311922 | Time: 4329.86 ms
[2021-07-05 14:27:50 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311944 | Time: 4359.64 ms
[2021-07-05 14:27:54 main:574] : INFO : Epoch 1827 | loss: 0.0311827 | val_loss: 0.0311939 | Time: 4293.17 ms
[2021-07-05 14:27:59 main:574] : INFO : Epoch 1828 | loss: 0.0311795 | val_loss: 0.031192 | Time: 4224.84 ms
[2021-07-05 14:28:03 main:574] : INFO : Epoch 1829 | loss: 0.0311819 | val_loss: 0.031193 | Time: 4352.01 ms
[2021-07-05 14:28:07 main:574] : INFO : Epoch 1830 | loss: 0.0311816 | val_loss: 0.0311904 | Time: 4373.1 ms
[2021-07-05 14:28:12 main:574] : INFO : Epoch 1831 | loss: 0.0311818 | val_loss: 0.0311895 | Time: 4416.8 ms
[2021-07-05 14:28:16 main:574] : INFO : Epoch 1832 | loss: 0.0311848 | val_loss: 0.031199 | Time: 4340.04 ms
[2021-07-05 14:28:20 main:574] : INFO : Epoch 1833 | loss: 0.031182 | val_loss: 0.0311972 | Time: 4272.09 ms
[2021-07-05 14:28:25 main:574] : INFO : Epoch 1834 | loss: 0.0311815 | val_loss: 0.03119 | Time: 4295.03 ms
[2021-07-05 14:28:29 main:574] : INFO : Epoch 1835 | loss: 0.0311821 | val_loss: 0.0311909 | Time: 4232.82 ms
[2021-07-05 14:28:33 main:574] : INFO : Epoch 1836 | loss: 0.0311822 | val_loss: 0.0311904 | Time: 4225.3 ms
[2021-07-05 14:28:38 main:574] : INFO : Epoch 1837 | loss: 0.0311785 | val_loss: 0.0311951 | Time: 4342.43 ms
[2021-07-05 14:28:42 main:574] : INFO : Epoch 1838 | loss: 0.031178 | val_loss: 0.031192 | Time: 4395.23 ms
[2021-07-05 14:28:46 main:574] : INFO : Epoch 1839 | loss: 0.0311789 | val_loss: 0.0311929 | Time: 4294.39 ms
[2021-07-05 14:28:51 main:574] : INFO : Epoch 1840 | loss: 0.031178 | val_loss: 0.031191 | Time: 4309.66 ms
[2021-07-05 14:28:55 main:574] : INFO : Epoch 1841 | loss: 0.0311777 | val_loss: 0.0311916 | Time: 4267.57 ms
[2021-07-05 14:29:00 main:574] : INFO : Epoch 1842 | loss: 0.031177 | val_loss: 0.031199 | Time: 4424.26 ms
[2021-07-05 14:29:04 main:574] : INFO : Epoch 1843 | loss: 0.0311769 | val_loss: 0.0311907 | Time: 4427.77 ms
[2021-07-05 14:29:08 main:574] : INFO : Epoch 1844 | loss: 0.0311766 | val_loss: 0.0311925 | Time: 4173.01 ms
[2021-07-05 14:29:13 main:574] : INFO : Epoch 1845 | loss: 0.0311788 | val_loss: 0.0311918 | Time: 4412.83 ms
[2021-07-05 14:29:17 main:574] : INFO : Epoch 1846 | loss: 0.0311795 | val_loss: 0.0311933 | Time: 4408.59 ms
[2021-07-05 14:29:22 main:574] : INFO : Epoch 1847 | loss: 0.0311836 | val_loss: 0.0312039 | Time: 4247.85 ms
[2021-07-05 14:29:26 main:574] : INFO : Epoch 1848 | loss: 0.0311796 | val_loss: 0.0311917 | Time: 4405.37 ms
[2021-07-05 14:29:30 main:574] : INFO : Epoch 1849 | loss: 0.0311752 | val_loss: 0.0311918 | Time: 4453.54 ms
[2021-07-05 14:29:35 main:574] : INFO : Epoch 1850 | loss: 0.0311745 | val_loss: 0.0311937 | Time: 4388.94 ms
[2021-07-05 14:29:39 main:574] : INFO : Epoch 1851 | loss: 0.031174 | val_loss: 0.0311923 | Time: 4277.78 ms
[2021-07-05 14:29:44 main:574] : INFO : Epoch 1852 | loss: 0.0311735 | val_loss: 0.0311924 | Time: 4341.96 ms
[2021-07-05 14:29:48 main:574] : INFO : Epoch 1853 | loss: 0.0311733 | val_loss: 0.0311913 | Time: 4315.73 ms
[2021-07-05 14:29:52 main:574] : INFO : Epoch 1854 | loss: 0.0311825 | val_loss: 0.031198 | Time: 4409.65 ms
[2021-07-05 14:29:57 main:574] : INFO : Epoch 1855 | loss: 0.0311789 | val_loss: 0.0311975 | Time: 4446.53 ms
[2021-07-05 14:30:01 main:574] : INFO : Epoch 1856 | loss: 0.0311773 | val_loss: 0.0311912 | Time: 4317.45 ms
[2021-07-05 14:30:06 main:574] : INFO : Epoch 1857 | loss: 0.0311804 | val_loss: 0.0311909 | Time: 4274.76 ms
[2021-07-05 14:30:10 main:574] : INFO : Epoch 1858 | loss: 0.0311764 | val_loss: 0.0311895 | Time: 4397.47 ms
[2021-07-05 14:30:14 main:574] : INFO : Epoch 1859 | loss: 0.0311738 | val_loss: 0.0311891 | Time: 4235.6 ms
[2021-07-05 14:30:19 main:574] : INFO : Epoch 1860 | loss: 0.0311737 | val_loss: 0.0311903 | Time: 4262.68 ms
[2021-07-05 14:30:23 main:574] : INFO : Epoch 1861 | loss: 0.0311821 | val_loss: 0.0311901 | Time: 4299.56 ms
[2021-07-05 14:30:27 main:574] : INFO : Epoch 1862 | loss: 0.0311774 | val_loss: 0.0311905 | Time: 4280.22 ms
[2021-07-05 14:30:31 main:574] : INFO : Epoch 1863 | loss: 0.0311745 | val_loss: 0.0311977 | Time: 4246.05 ms
[2021-07-05 14:30:36 main:574] : INFO : Epoch 1864 | loss: 0.0311759 | val_loss: 0.0311913 | Time: 4297.36 ms
[2021-07-05 14:30:40 main:574] : INFO : Epoch 1865 | loss: 0.0311754 | val_loss: 0.0311903 | Time: 4216.8 ms
[2021-07-05 14:30:44 main:574] : INFO : Epoch 1866 | loss: 0.0311816 | val_loss: 0.0311903 | Time: 4347.82 ms
[2021-07-05 14:30:49 main:574] : INFO : Epoch 1867 | loss: 0.0311738 | val_loss: 0.0311894 | Time: 4380.93 ms
[2021-07-05 14:30:53 main:574] : INFO : Epoch 1868 | loss: 0.0311735 | val_loss: 0.0311951 | Time: 4407.67 ms
[2021-07-05 14:30:58 main:574] : INFO : Epoch 1869 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 4413.56 ms
[2021-07-05 14:31:02 main:574] : INFO : Epoch 1870 | loss: 0.0311763 | val_loss: 0.0311892 | Time: 4314.22 ms
[2021-07-05 14:31:07 main:574] : INFO : Epoch 1871 | loss: 0.0311737 | val_loss: 0.0311974 | Time: 4384.42 ms
[2021-07-05 14:31:11 main:574] : INFO : Epoch 1872 | loss: 0.0311758 | val_loss: 0.0311906 | Time: 4339.27 ms
[2021-07-05 14:31:15 main:574] : INFO : Epoch 1873 | loss: 0.0311756 | val_loss: 0.0311909 | Time: 4351.61 ms
[2021-07-05 14:31:20 main:574] : INFO : Epoch 1874 | loss: 0.0311717 | val_loss: 0.03119 | Time: 4268.01 ms
[2021-07-05 14:31:24 main:574] : INFO : Epoch 1875 | loss: 0.0311729 | val_loss: 0.0311912 | Time: 4343.7 ms
[2021-07-05 14:31:28 main:574] : INFO : Epoch 1876 | loss: 0.0311744 | val_loss: 0.0311917 | Time: 4287.44 ms
[2021-07-05 14:31:33 main:574] : INFO : Epoch 1877 | loss: 0.0311819 | val_loss: 0.0312098 | Time: 4337.39 ms
[2021-07-05 14:31:37 main:574] : INFO : Epoch 1878 | loss: 0.0311798 | val_loss: 0.0311914 | Time: 4255.82 ms
[2021-07-05 14:31:41 main:574] : INFO : Epoch 1879 | loss: 0.0311736 | val_loss: 0.031188 | Time: 4351.84 ms
[2021-07-05 14:31:46 main:574] : INFO : Epoch 1880 | loss: 0.0311721 | val_loss: 0.0311903 | Time: 4317.04 ms
[2021-07-05 14:31:50 main:574] : INFO : Epoch 1881 | loss: 0.031172 | val_loss: 0.0311884 | Time: 4285.81 ms
[2021-07-05 14:31:54 main:574] : INFO : Epoch 1882 | loss: 0.031172 | val_loss: 0.0312014 | Time: 4289.11 ms
[2021-07-05 14:31:59 main:574] : INFO : Epoch 1883 | loss: 0.0311774 | val_loss: 0.0311914 | Time: 4222.15 ms
[2021-07-05 14:32:03 main:574] : INFO : Epoch 1884 | loss: 0.0311769 | val_loss: 0.0311944 | Time: 4232.86 ms
[2021-07-05 14:32:07 main:574] : INFO : Epoch 1885 | loss: 0.0311708 | val_loss: 0.0311919 | Time: 4245.7 ms
[2021-07-05 14:32:12 main:574] : INFO : Epoch 1886 | loss: 0.0311742 | val_loss: 0.0311933 | Time: 4377.29 ms
[2021-07-05 14:32:16 main:574] : INFO : Epoch 1887 | loss: 0.0311764 | val_loss: 0.0311895 | Time: 4254.93 ms
[2021-07-05 14:32:20 main:574] : INFO : Epoch 1888 | loss: 0.0311777 | val_loss: 0.0312049 | Time: 4314.58 ms
[2021-07-05 14:32:25 main:574] : INFO : Epoch 1889 | loss: 0.0311771 | val_loss: 0.0311911 | Time: 4346.45 ms
[2021-07-05 14:32:29 main:574] : INFO : Epoch 1890 | loss: 0.0311727 | val_loss: 0.0311894 | Time: 4426.38 ms
[2021-07-05 14:32:34 main:574] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.031188 | Time: 4287.39 ms
[2021-07-05 14:32:38 main:574] : INFO : Epoch 1892 | loss: 0.0311742 | val_loss: 0.0311972 | Time: 4333.35 ms
[2021-07-05 14:32:42 main:574] : INFO : Epoch 1893 | loss: 0.031176 | val_loss: 0.0311902 | Time: 4231.34 ms
[2021-07-05 14:32:47 main:574] : INFO : Epoch 1894 | loss: 0.0311773 | val_loss: 0.0311888 | Time: 4375.98 ms
[2021-07-05 14:32:51 main:574] : INFO : Epoch 1895 | loss: 0.0311784 | val_loss: 0.0311998 | Time: 4388.45 ms
[2021-07-05 14:32:55 main:574] : INFO : Epoch 1896 | loss: 0.0311746 | val_loss: 0.0311919 | Time: 4402.23 ms
[2021-07-05 14:33:00 main:574] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311921 | Time: 4265.15 ms
[2021-07-05 14:33:04 main:574] : INFO : Epoch 1898 | loss: 0.0311717 | val_loss: 0.0311893 | Time: 4296.01 ms
[2021-07-05 14:33:09 main:574] : INFO : Epoch 1899 | loss: 0.0311703 | val_loss: 0.0311913 | Time: 4379.59 ms
[2021-07-05 14:33:13 main:574] : INFO : Epoch 1900 | loss: 0.0311722 | val_loss: 0.0311911 | Time: 4278.15 ms
[2021-07-05 14:33:17 main:574] : INFO : Epoch 1901 | loss: 0.0311752 | val_loss: 0.0311976 | Time: 4374.47 ms
[2021-07-05 14:33:22 main:574] : INFO : Epoch 1902 | loss: 0.0311702 | val_loss: 0.0311892 | Time: 4362.91 ms
[2021-07-05 14:33:26 main:574] : INFO : Epoch 1903 | loss: 0.0311709 | val_loss: 0.0311997 | Time: 4241.5 ms
[2021-07-05 14:33:30 main:574] : INFO : Epoch 1904 | loss: 0.0311707 | val_loss: 0.0311882 | Time: 4293.15 ms
[2021-07-05 14:33:35 main:574] : INFO : Epoch 1905 | loss: 0.0311692 | val_loss: 0.0311923 | Time: 4272.06 ms
[2021-07-05 14:33:39 main:574] : INFO : Epoch 1906 | loss: 0.031173 | val_loss: 0.0311962 | Time: 4306.75 ms
[2021-07-05 14:33:43 main:574] : INFO : Epoch 1907 | loss: 0.0311773 | val_loss: 0.0311891 | Time: 4214.12 ms
[2021-07-05 14:33:48 main:574] : INFO : Epoch 1908 | loss: 0.0311746 | val_loss: 0.0311937 | Time: 4320.41 ms
[2021-07-05 14:33:52 main:574] : INFO : Epoch 1909 | loss: 0.0311739 | val_loss: 0.0311925 | Time: 4365.87 ms
[2021-07-05 14:33:56 main:574] : INFO : Epoch 1910 | loss: 0.0311732 | val_loss: 0.0312031 | Time: 4347.53 ms
[2021-07-05 14:34:01 main:574] : INFO : Epoch 1911 | loss: 0.0311752 | val_loss: 0.0311917 | Time: 4372.3 ms
[2021-07-05 14:34:05 main:574] : INFO : Epoch 1912 | loss: 0.0311709 | val_loss: 0.0311912 | Time: 4258.34 ms
[2021-07-05 14:34:10 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311976 | Time: 4310.29 ms
[2021-07-05 14:34:14 main:574] : INFO : Epoch 1914 | loss: 0.0311713 | val_loss: 0.0311917 | Time: 4348.08 ms
[2021-07-05 14:34:18 main:574] : INFO : Epoch 1915 | loss: 0.0311707 | val_loss: 0.031189 | Time: 4362.41 ms
[2021-07-05 14:34:23 main:574] : INFO : Epoch 1916 | loss: 0.0311695 | val_loss: 0.0311924 | Time: 4282.63 ms
[2021-07-05 14:34:27 main:574] : INFO : Epoch 1917 | loss: 0.0311694 | val_loss: 0.0311929 | Time: 4173.94 ms
[2021-07-05 14:34:31 main:574] : INFO : Epoch 1918 | loss: 0.031168 | val_loss: 0.0311937 | Time: 4193.25 ms
[2021-07-05 14:34:35 main:574] : INFO : Epoch 1919 | loss: 0.0311681 | val_loss: 0.0311898 | Time: 4275.48 ms
[2021-07-05 14:34:40 main:574] : INFO : Epoch 1920 | loss: 0.0311672 | val_loss: 0.0311894 | Time: 4186.73 ms
[2021-07-05 14:34:44 main:574] : INFO : Epoch 1921 | loss: 0.0311685 | val_loss: 0.0311914 | Time: 4307.46 ms
[2021-07-05 14:34:48 main:574] : INFO : Epoch 1922 | loss: 0.0311721 | val_loss: 0.0311913 | Time: 4207.5 ms
[2021-07-05 14:34:52 main:574] : INFO : Epoch 1923 | loss: 0.0311704 | val_loss: 0.031188 | Time: 4278.96 ms
[2021-07-05 14:34:57 main:574] : INFO : Epoch 1924 | loss: 0.0311711 | val_loss: 0.0311879 | Time: 4391.5 ms
[2021-07-05 14:35:01 main:574] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311894 | Time: 4238.89 ms
[2021-07-05 14:35:05 main:574] : INFO : Epoch 1926 | loss: 0.0311711 | val_loss: 0.0311893 | Time: 4193.88 ms
[2021-07-05 14:35:10 main:574] : INFO : Epoch 1927 | loss: 0.031169 | val_loss: 0.0311894 | Time: 4330.47 ms
[2021-07-05 14:35:14 main:574] : INFO : Epoch 1928 | loss: 0.0311679 | val_loss: 0.031189 | Time: 4267.58 ms
[2021-07-05 14:35:18 main:574] : INFO : Epoch 1929 | loss: 0.0311671 | val_loss: 0.0311913 | Time: 4274.84 ms
[2021-07-05 14:35:23 main:574] : INFO : Epoch 1930 | loss: 0.0311703 | val_loss: 0.0311919 | Time: 4338.83 ms
[2021-07-05 14:35:27 main:574] : INFO : Epoch 1931 | loss: 0.0311713 | val_loss: 0.0311937 | Time: 4267.5 ms
[2021-07-05 14:35:31 main:574] : INFO : Epoch 1932 | loss: 0.0311759 | val_loss: 0.0311994 | Time: 4301.25 ms
[2021-07-05 14:35:36 main:574] : INFO : Epoch 1933 | loss: 0.0311684 | val_loss: 0.0311909 | Time: 4439.13 ms
[2021-07-05 14:35:40 main:574] : INFO : Epoch 1934 | loss: 0.0311671 | val_loss: 0.0311914 | Time: 4208.69 ms
[2021-07-05 14:35:45 main:574] : INFO : Epoch 1935 | loss: 0.0311696 | val_loss: 0.0311939 | Time: 4446.23 ms
[2021-07-05 14:35:49 main:574] : INFO : Epoch 1936 | loss: 0.0311718 | val_loss: 0.031193 | Time: 4430.77 ms
[2021-07-05 14:35:53 main:574] : INFO : Epoch 1937 | loss: 0.031171 | val_loss: 0.031191 | Time: 4199.01 ms
[2021-07-05 14:35:58 main:574] : INFO : Epoch 1938 | loss: 0.0311751 | val_loss: 0.03119 | Time: 4343.88 ms
[2021-07-05 14:36:02 main:574] : INFO : Epoch 1939 | loss: 0.0311713 | val_loss: 0.0311912 | Time: 4406.2 ms
[2021-07-05 14:36:06 main:574] : INFO : Epoch 1940 | loss: 0.03117 | val_loss: 0.0311907 | Time: 4303.66 ms
[2021-07-05 14:36:11 main:574] : INFO : Epoch 1941 | loss: 0.0311711 | val_loss: 0.0311878 | Time: 4251.92 ms
[2021-07-05 14:36:15 main:574] : INFO : Epoch 1942 | loss: 0.0311692 | val_loss: 0.0311903 | Time: 4443.34 ms
[2021-07-05 14:36:20 main:574] : INFO : Epoch 1943 | loss: 0.0311679 | val_loss: 0.0311904 | Time: 4256.11 ms
[2021-07-05 14:36:24 main:574] : INFO : Epoch 1944 | loss: 0.0311668 | val_loss: 0.0311918 | Time: 4221.73 ms
[2021-07-05 14:36:28 main:574] : INFO : Epoch 1945 | loss: 0.0311708 | val_loss: 0.0311868 | Time: 4366.99 ms
[2021-07-05 14:36:33 main:574] : INFO : Epoch 1946 | loss: 0.0311679 | val_loss: 0.0311902 | Time: 4260.48 ms
[2021-07-05 14:36:37 main:574] : INFO : Epoch 1947 | loss: 0.0311696 | val_loss: 0.0311889 | Time: 4315.32 ms
[2021-07-05 14:36:41 main:574] : INFO : Epoch 1948 | loss: 0.0311707 | val_loss: 0.0311932 | Time: 4307.63 ms
[2021-07-05 14:36:46 main:574] : INFO : Epoch 1949 | loss: 0.0311664 | val_loss: 0.0311919 | Time: 4387.97 ms
[2021-07-05 14:36:50 main:574] : INFO : Epoch 1950 | loss: 0.0311668 | val_loss: 0.0311916 | Time: 4426.98 ms
[2021-07-05 14:36:54 main:574] : INFO : Epoch 1951 | loss: 0.0311696 | val_loss: 0.0311856 | Time: 4351.23 ms
[2021-07-05 14:36:59 main:574] : INFO : Epoch 1952 | loss: 0.0311728 | val_loss: 0.0311882 | Time: 4276.03 ms
[2021-07-05 14:37:03 main:574] : INFO : Epoch 1953 | loss: 0.0311739 | val_loss: 0.0311893 | Time: 4316.56 ms
[2021-07-05 14:37:08 main:574] : INFO : Epoch 1954 | loss: 0.0311679 | val_loss: 0.0311871 | Time: 4317.8 ms
[2021-07-05 14:37:12 main:574] : INFO : Epoch 1955 | loss: 0.0311684 | val_loss: 0.031191 | Time: 4364.54 ms
[2021-07-05 14:37:16 main:574] : INFO : Epoch 1956 | loss: 0.0311656 | val_loss: 0.0311919 | Time: 4272.84 ms
[2021-07-05 14:37:21 main:574] : INFO : Epoch 1957 | loss: 0.0311734 | val_loss: 0.0311936 | Time: 4332.93 ms
[2021-07-05 14:37:25 main:574] : INFO : Epoch 1958 | loss: 0.0311734 | val_loss: 0.0311916 | Time: 4391.57 ms
[2021-07-05 14:37:29 main:574] : INFO : Epoch 1959 | loss: 0.031168 | val_loss: 0.0311924 | Time: 4320.72 ms
[2021-07-05 14:37:34 main:574] : INFO : Epoch 1960 | loss: 0.0311649 | val_loss: 0.0311895 | Time: 4199.44 ms
[2021-07-05 14:37:38 main:574] : INFO : Epoch 1961 | loss: 0.0311694 | val_loss: 0.0311939 | Time: 4399.45 ms
[2021-07-05 14:37:42 main:574] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.0311881 | Time: 4385.49 ms
[2021-07-05 14:37:47 main:574] : INFO : Epoch 1963 | loss: 0.0311624 | val_loss: 0.0311942 | Time: 4413.87 ms
[2021-07-05 14:37:51 main:574] : INFO : Epoch 1964 | loss: 0.0311805 | val_loss: 0.0312028 | Time: 4403.61 ms
[2021-07-05 14:37:56 main:574] : INFO : Epoch 1965 | loss: 0.0311784 | val_loss: 0.0311909 | Time: 4310.77 ms
[2021-07-05 14:38:00 main:574] : INFO : Epoch 1966 | loss: 0.0311737 | val_loss: 0.0311904 | Time: 4271.74 ms
[2021-07-05 14:38:04 main:574] : INFO : Epoch 1967 | loss: 0.0311717 | val_loss: 0.0311979 | Time: 4300.92 ms
[2021-07-05 14:38:09 main:574] : INFO : Epoch 1968 | loss: 0.0311712 | val_loss: 0.0311899 | Time: 4363.14 ms
[2021-07-05 14:38:13 main:574] : INFO : Epoch 1969 | loss: 0.0311705 | val_loss: 0.031189 | Time: 4240.57 ms
[2021-07-05 14:38:17 main:574] : INFO : Epoch 1970 | loss: 0.0311681 | val_loss: 0.031195 | Time: 4353.51 ms
[2021-07-05 14:38:22 main:574] : INFO : Epoch 1971 | loss: 0.0311731 | val_loss: 0.0311948 | Time: 4248.65 ms
[2021-07-05 14:38:26 main:574] : INFO : Epoch 1972 | loss: 0.0311685 | val_loss: 0.03119 | Time: 4215.44 ms
[2021-07-05 14:38:30 main:574] : INFO : Epoch 1973 | loss: 0.0311684 | val_loss: 0.0311885 | Time: 4296.05 ms
[2021-07-05 14:38:35 main:574] : INFO : Epoch 1974 | loss: 0.0311658 | val_loss: 0.0311863 | Time: 4246.71 ms
[2021-07-05 14:38:39 main:574] : INFO : Epoch 1975 | loss: 0.0311641 | val_loss: 0.0311878 | Time: 4465.37 ms
[2021-07-05 14:38:43 main:574] : INFO : Epoch 1976 | loss: 0.0311685 | val_loss: 0.0311908 | Time: 4248.82 ms
[2021-07-05 14:38:48 main:574] : INFO : Epoch 1977 | loss: 0.0311714 | val_loss: 0.0311907 | Time: 4347.52 ms
[2021-07-05 14:38:52 main:574] : INFO : Epoch 1978 | loss: 0.0311637 | val_loss: 0.0311879 | Time: 4339.24 ms
[2021-07-05 14:38:57 main:574] : INFO : Epoch 1979 | loss: 0.0311632 | val_loss: 0.0311969 | Time: 4366.21 ms
[2021-07-05 14:39:01 main:574] : INFO : Epoch 1980 | loss: 0.0311734 | val_loss: 0.0311889 | Time: 4383.81 ms
[2021-07-05 14:39:05 main:574] : INFO : Epoch 1981 | loss: 0.0311723 | val_loss: 0.0311961 | Time: 4286.67 ms
[2021-07-05 14:39:10 main:574] : INFO : Epoch 1982 | loss: 0.0311669 | val_loss: 0.0311947 | Time: 4336.28 ms
[2021-07-05 14:39:14 main:574] : INFO : Epoch 1983 | loss: 0.0311646 | val_loss: 0.0311887 | Time: 4275.44 ms
[2021-07-05 14:39:18 main:574] : INFO : Epoch 1984 | loss: 0.0311631 | val_loss: 0.0311918 | Time: 4328.03 ms
[2021-07-05 14:39:23 main:574] : INFO : Epoch 1985 | loss: 0.0311636 | val_loss: 0.0312128 | Time: 4144.35 ms
[2021-07-05 14:39:27 main:574] : INFO : Epoch 1986 | loss: 0.0311788 | val_loss: 0.0311963 | Time: 4307.52 ms
[2021-07-05 14:39:31 main:574] : INFO : Epoch 1987 | loss: 0.0311863 | val_loss: 0.031186 | Time: 4303.95 ms
[2021-07-05 14:39:36 main:574] : INFO : Epoch 1988 | loss: 0.0311764 | val_loss: 0.031187 | Time: 4325.34 ms
[2021-07-05 14:39:40 main:574] : INFO : Epoch 1989 | loss: 0.0311723 | val_loss: 0.0311865 | Time: 4359.33 ms
[2021-07-05 14:39:44 main:574] : INFO : Epoch 1990 | loss: 0.0311709 | val_loss: 0.0312012 | Time: 4289.65 ms
[2021-07-05 14:39:49 main:574] : INFO : Epoch 1991 | loss: 0.0311805 | val_loss: 0.0311976 | Time: 4321.76 ms
[2021-07-05 14:39:53 main:574] : INFO : Epoch 1992 | loss: 0.0311744 | val_loss: 0.0311918 | Time: 4409.25 ms
[2021-07-05 14:39:58 main:574] : INFO : Epoch 1993 | loss: 0.0311693 | val_loss: 0.0311955 | Time: 4263.88 ms
[2021-07-05 14:40:02 main:574] : INFO : Epoch 1994 | loss: 0.0311721 | val_loss: 0.0311906 | Time: 4298.38 ms
[2021-07-05 14:40:06 main:574] : INFO : Epoch 1995 | loss: 0.0311683 | val_loss: 0.0311886 | Time: 4340.22 ms
[2021-07-05 14:40:11 main:574] : INFO : Epoch 1996 | loss: 0.0311711 | val_loss: 0.0311873 | Time: 4400.39 ms
[2021-07-05 14:40:15 main:574] : INFO : Epoch 1997 | loss: 0.0311686 | val_loss: 0.0311879 | Time: 4457.16 ms
[2021-07-05 14:40:20 main:574] : INFO : Epoch 1998 | loss: 0.0311682 | val_loss: 0.0311907 | Time: 4263.97 ms
[2021-07-05 14:40:24 main:574] : INFO : Epoch 1999 | loss: 0.0311688 | val_loss: 0.0311907 | Time: 4285.96 ms
[2021-07-05 14:40:28 main:574] : INFO : Epoch 2000 | loss: 0.0311736 | val_loss: 0.0311914 | Time: 4436.23 ms
[2021-07-05 14:40:33 main:574] : INFO : Epoch 2001 | loss: 0.0311695 | val_loss: 0.0311897 | Time: 4286.57 ms
[2021-07-05 14:40:37 main:574] : INFO : Epoch 2002 | loss: 0.0311671 | val_loss: 0.0311872 | Time: 4312.2 ms
[2021-07-05 14:40:42 main:574] : INFO : Epoch 2003 | loss: 0.0311658 | val_loss: 0.0311923 | Time: 4526.52 ms
[2021-07-05 14:40:46 main:574] : INFO : Epoch 2004 | loss: 0.0311739 | val_loss: 0.0311884 | Time: 4280.81 ms
[2021-07-05 14:40:50 main:574] : INFO : Epoch 2005 | loss: 0.0311741 | val_loss: 0.0311874 | Time: 4477.51 ms
[2021-07-05 14:40:55 main:574] : INFO : Epoch 2006 | loss: 0.0311755 | val_loss: 0.0311867 | Time: 4294.95 ms
[2021-07-05 14:40:59 main:574] : INFO : Epoch 2007 | loss: 0.0311697 | val_loss: 0.0311869 | Time: 4381 ms
[2021-07-05 14:41:04 main:574] : INFO : Epoch 2008 | loss: 0.0311673 | val_loss: 0.0311903 | Time: 4312.5 ms
[2021-07-05 14:41:08 main:574] : INFO : Epoch 2009 | loss: 0.0311665 | val_loss: 0.0311862 | Time: 4322.64 ms
[2021-07-05 14:41:12 main:574] : INFO : Epoch 2010 | loss: 0.0311646 | val_loss: 0.0311854 | Time: 4544.13 ms
[2021-07-05 14:41:17 main:574] : INFO : Epoch 2011 | loss: 0.0311667 | val_loss: 0.0311865 | Time: 4380.14 ms
[2021-07-05 14:41:21 main:574] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.0311918 | Time: 4297.89 ms
[2021-07-05 14:41:26 main:574] : INFO : Epoch 2013 | loss: 0.0311669 | val_loss: 0.0311946 | Time: 4249.46 ms
[2021-07-05 14:41:30 main:574] : INFO : Epoch 2014 | loss: 0.0311645 | val_loss: 0.0311902 | Time: 4250.94 ms
[2021-07-05 14:41:34 main:574] : INFO : Epoch 2015 | loss: 0.031162 | val_loss: 0.0311881 | Time: 4395.76 ms
[2021-07-05 14:41:39 main:574] : INFO : Epoch 2016 | loss: 0.0311651 | val_loss: 0.0311942 | Time: 4262.88 ms
[2021-07-05 14:41:43 main:574] : INFO : Epoch 2017 | loss: 0.0311707 | val_loss: 0.0311875 | Time: 4253.48 ms
[2021-07-05 14:41:47 main:574] : INFO : Epoch 2018 | loss: 0.0311678 | val_loss: 0.0311907 | Time: 4292.84 ms
[2021-07-05 14:41:51 main:574] : INFO : Epoch 2019 | loss: 0.0311785 | val_loss: 0.031194 | Time: 4283.8 ms
[2021-07-05 14:41:56 main:574] : INFO : Epoch 2020 | loss: 0.031175 | val_loss: 0.031187 | Time: 4281.28 ms
[2021-07-05 14:42:00 main:574] : INFO : Epoch 2021 | loss: 0.0311699 | val_loss: 0.0311931 | Time: 4191.64 ms
[2021-07-05 14:42:04 main:574] : INFO : Epoch 2022 | loss: 0.0311719 | val_loss: 0.0311853 | Time: 4309.4 ms
[2021-07-05 14:42:09 main:574] : INFO : Epoch 2023 | loss: 0.0311697 | val_loss: 0.0311831 | Time: 4362.48 ms
[2021-07-05 14:42:13 main:574] : INFO : Epoch 2024 | loss: 0.031167 | val_loss: 0.0311843 | Time: 4361.77 ms
[2021-07-05 14:42:17 main:574] : INFO : Epoch 2025 | loss: 0.0311663 | val_loss: 0.0311827 | Time: 4216.49 ms
[2021-07-05 14:42:22 main:574] : INFO : Epoch 2026 | loss: 0.0311657 | val_loss: 0.0311815 | Time: 4260.53 ms
[2021-07-05 14:42:26 main:574] : INFO : Epoch 2027 | loss: 0.0311651 | val_loss: 0.0311867 | Time: 4281.92 ms
[2021-07-05 14:42:30 main:574] : INFO : Epoch 2028 | loss: 0.0311647 | val_loss: 0.0311821 | Time: 4341.87 ms
[2021-07-05 14:42:35 main:574] : INFO : Epoch 2029 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 4374.15 ms
[2021-07-05 14:42:39 main:574] : INFO : Epoch 2030 | loss: 0.031162 | val_loss: 0.0311844 | Time: 4217.17 ms
[2021-07-05 14:42:43 main:574] : INFO : Epoch 2031 | loss: 0.0311663 | val_loss: 0.0311866 | Time: 4261.8 ms
[2021-07-05 14:42:48 main:574] : INFO : Epoch 2032 | loss: 0.0311602 | val_loss: 0.0311843 | Time: 4264.71 ms
[2021-07-05 14:42:52 main:574] : INFO : Epoch 2033 | loss: 0.0311645 | val_loss: 0.0311859 | Time: 4286.23 ms
[2021-07-05 14:42:56 main:574] : INFO : Epoch 2034 | loss: 0.0311596 | val_loss: 0.0311846 | Time: 4219.33 ms
[2021-07-05 14:43:01 main:574] : INFO : Epoch 2035 | loss: 0.0311591 | val_loss: 0.0311891 | Time: 4380.57 ms
[2021-07-05 14:43:05 main:574] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311847 | Time: 4280.23 ms
[2021-07-05 14:43:09 main:574] : INFO : Epoch 2037 | loss: 0.0311585 | val_loss: 0.0311897 | Time: 4249.25 ms
[2021-07-05 14:43:14 main:574] : INFO : Epoch 2038 | loss: 0.0311585 | val_loss: 0.0311848 | Time: 4323.01 ms
[2021-07-05 14:43:18 main:574] : INFO : Epoch 2039 | loss: 0.0311562 | val_loss: 0.0311875 | Time: 4355.04 ms
[2021-07-05 14:43:22 main:574] : INFO : Epoch 2040 | loss: 0.0311565 | val_loss: 0.0311864 | Time: 4326.63 ms
[2021-07-05 14:43:27 main:574] : INFO : Epoch 2041 | loss: 0.0311579 | val_loss: 0.0311868 | Time: 4170.81 ms
[2021-07-05 14:43:31 main:574] : INFO : Epoch 2042 | loss: 0.0311578 | val_loss: 0.0311906 | Time: 4323.33 ms
[2021-07-05 14:43:35 main:574] : INFO : Epoch 2043 | loss: 0.0311558 | val_loss: 0.0311837 | Time: 4352.02 ms
[2021-07-05 14:43:40 main:574] : INFO : Epoch 2044 | loss: 0.0311552 | val_loss: 0.0311851 | Time: 4309.04 ms
[2021-07-05 14:43:44 main:574] : INFO : Epoch 2045 | loss: 0.0311572 | val_loss: 0.0312011 | Time: 4282.67 ms
[2021-07-05 14:43:48 main:574] : INFO : Epoch 2046 | loss: 0.0311576 | val_loss: 0.0311861 | Time: 4254.6 ms
[2021-07-05 14:43:53 main:574] : INFO : Epoch 2047 | loss: 0.0311557 | val_loss: 0.0311852 | Time: 4231.49 ms
[2021-07-05 14:43:57 main:574] : INFO : Epoch 2048 | loss: 0.0311572 | val_loss: 0.0311831 | Time: 4326.2 ms
[2021-07-05 14:43:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311831
[2021-07-05 14:43:57 main:603] : INFO : Saving end state to config to file
[2021-07-05 14:43:57 main:608] : INFO : Success, exiting..
14:43:57 (1692): 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)