Task 6612790
| Name | ParityMachine-1627977622-4639-2_0 |
| Workunit | 4366773 |
| Created | 14 Aug 2021, 0:44:10 UTC |
| Sent | 18 Aug 2021, 6:40:32 UTC |
| Report deadline | 25 Aug 2021, 6:40:32 UTC |
| Received | 18 Aug 2021, 10:30:34 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 16 min 44 sec |
| CPU time | 2 hours 14 min 39 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ime: 4339.51 ms [2021-08-18 11:54:34 main:574] : INFO : Epoch 1541 | loss: 0.0311412 | val_loss: 0.0311671 | Time: 4232.26 ms [2021-08-18 11:54:38 main:574] : INFO : Epoch 1542 | loss: 0.0311428 | val_loss: 0.0311683 | Time: 4257.25 ms [2021-08-18 11:54:42 main:574] : INFO : Epoch 1543 | loss: 0.031143 | val_loss: 0.0311664 | Time: 4298.61 ms [2021-08-18 11:54:46 main:574] : INFO : Epoch 1544 | loss: 0.0311403 | val_loss: 0.0311673 | Time: 4249.31 ms [2021-08-18 11:54:51 main:574] : INFO : Epoch 1545 | loss: 0.0311427 | val_loss: 0.0311684 | Time: 4212.12 ms [2021-08-18 11:54:55 main:574] : INFO : Epoch 1546 | loss: 0.031141 | val_loss: 0.0311676 | Time: 4308.08 ms [2021-08-18 11:54:59 main:574] : INFO : Epoch 1547 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 4352.35 ms [2021-08-18 11:55:04 main:574] : INFO : Epoch 1548 | loss: 0.0311432 | val_loss: 0.0311729 | Time: 4732.01 ms [2021-08-18 11:55:08 main:574] : INFO : Epoch 1549 | loss: 0.0311447 | val_loss: 0.0311696 | Time: 4263.45 ms [2021-08-18 11:55:13 main:574] : INFO : Epoch 1550 | loss: 0.0311462 | val_loss: 0.0311666 | Time: 4238.64 ms [2021-08-18 11:55:17 main:574] : INFO : Epoch 1551 | loss: 0.0311444 | val_loss: 0.0311665 | Time: 4265.74 ms [2021-08-18 11:55:21 main:574] : INFO : Epoch 1552 | loss: 0.031143 | val_loss: 0.031167 | Time: 4260.22 ms [2021-08-18 11:55:25 main:574] : INFO : Epoch 1553 | loss: 0.0311431 | val_loss: 0.0311643 | Time: 4208.02 ms [2021-08-18 11:55:30 main:574] : INFO : Epoch 1554 | loss: 0.0311429 | val_loss: 0.0311643 | Time: 4250.39 ms [2021-08-18 11:55:34 main:574] : INFO : Epoch 1555 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 4209.6 ms [2021-08-18 11:55:38 main:574] : INFO : Epoch 1556 | loss: 0.0311393 | val_loss: 0.031162 | Time: 4144.9 ms [2021-08-18 11:55:42 main:574] : INFO : Epoch 1557 | loss: 0.0311384 | val_loss: 0.0311671 | Time: 4348.39 ms [2021-08-18 11:55:48 main:574] : INFO : Epoch 1558 | loss: 0.0311366 | val_loss: 0.0311674 | Time: 5237.13 ms [2021-08-18 11:55:52 main:574] : INFO : Epoch 1559 | loss: 0.0311383 | val_loss: 0.0311672 | Time: 4218.08 ms [2021-08-18 11:55:56 main:574] : INFO : Epoch 1560 | loss: 0.0311399 | val_loss: 0.031173 | Time: 4332.22 ms [2021-08-18 11:56:01 main:574] : INFO : Epoch 1561 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 4679.98 ms [2021-08-18 11:56:05 main:574] : INFO : Epoch 1562 | loss: 0.0311365 | val_loss: 0.0311645 | Time: 4396.56 ms [2021-08-18 11:56:10 main:574] : INFO : Epoch 1563 | loss: 0.0311361 | val_loss: 0.0311655 | Time: 4352.95 ms [2021-08-18 11:56:14 main:574] : INFO : Epoch 1564 | loss: 0.0311367 | val_loss: 0.0311633 | Time: 4254.23 ms [2021-08-18 11:56:18 main:574] : INFO : Epoch 1565 | loss: 0.0311374 | val_loss: 0.0311732 | Time: 4510.63 ms [2021-08-18 11:56:23 main:574] : INFO : Epoch 1566 | loss: 0.0311376 | val_loss: 0.031168 | Time: 4351.62 ms [2021-08-18 11:56:27 main:574] : INFO : Epoch 1567 | loss: 0.0311386 | val_loss: 0.0311634 | Time: 4397.96 ms [2021-08-18 11:56:32 main:574] : INFO : Epoch 1568 | loss: 0.0311395 | val_loss: 0.0311648 | Time: 4351.28 ms [2021-08-18 11:56:36 main:574] : INFO : Epoch 1569 | loss: 0.031138 | val_loss: 0.0311652 | Time: 4340.38 ms [2021-08-18 11:56:40 main:574] : INFO : Epoch 1570 | loss: 0.031137 | val_loss: 0.0311664 | Time: 4317.43 ms [2021-08-18 11:56:45 main:574] : INFO : Epoch 1571 | loss: 0.0311372 | val_loss: 0.0311643 | Time: 4343.32 ms [2021-08-18 11:56:49 main:574] : INFO : Epoch 1572 | loss: 0.0311388 | val_loss: 0.0311633 | Time: 4241.4 ms [2021-08-18 11:56:53 main:574] : INFO : Epoch 1573 | loss: 0.0311388 | val_loss: 0.0311652 | Time: 4365.48 ms [2021-08-18 11:56:57 main:574] : INFO : Epoch 1574 | loss: 0.031138 | val_loss: 0.0311658 | Time: 4246.9 ms [2021-08-18 11:57:02 main:574] : INFO : Epoch 1575 | loss: 0.0311378 | val_loss: 0.0311634 | Time: 4297.79 ms [2021-08-18 11:57:06 main:574] : INFO : Epoch 1576 | loss: 0.0311366 | val_loss: 0.0311673 | Time: 4342.37 ms [2021-08-18 11:57:10 main:574] : INFO : Epoch 1577 | loss: 0.0311362 | val_loss: 0.0311657 | Time: 4241.07 ms [2021-08-18 11:57:15 main:574] : INFO : Epoch 1578 | loss: 0.0311376 | val_loss: 0.0311635 | Time: 4253.09 ms [2021-08-18 11:57:19 main:574] : INFO : Epoch 1579 | loss: 0.0311364 | val_loss: 0.0311648 | Time: 4275.94 ms [2021-08-18 11:57:23 main:574] : INFO : Epoch 1580 | loss: 0.0311373 | val_loss: 0.0311663 | Time: 4381.55 ms [2021-08-18 11:57:28 main:574] : INFO : Epoch 1581 | loss: 0.0311429 | val_loss: 0.0311658 | Time: 4279.03 ms [2021-08-18 11:57:32 main:574] : INFO : Epoch 1582 | loss: 0.0311428 | val_loss: 0.0311646 | Time: 4262.09 ms [2021-08-18 11:57:36 main:574] : INFO : Epoch 1583 | loss: 0.0311434 | val_loss: 0.0311701 | Time: 4358.94 ms [2021-08-18 11:57:41 main:574] : INFO : Epoch 1584 | loss: 0.0311446 | val_loss: 0.0311654 | Time: 4390.36 ms [2021-08-18 11:57:45 main:574] : INFO : Epoch 1585 | loss: 0.0311424 | val_loss: 0.0311636 | Time: 4205.44 ms [2021-08-18 11:57:49 main:574] : INFO : Epoch 1586 | loss: 0.0311396 | val_loss: 0.0311638 | Time: 4380.89 ms [2021-08-18 11:57:54 main:574] : INFO : Epoch 1587 | loss: 0.0311419 | val_loss: 0.0311667 | Time: 4227.64 ms [2021-08-18 11:57:58 main:574] : INFO : Epoch 1588 | loss: 0.0311381 | val_loss: 0.0311672 | Time: 4278.41 ms [2021-08-18 11:58:02 main:574] : INFO : Epoch 1589 | loss: 0.0311398 | val_loss: 0.0311619 | Time: 4265.93 ms [2021-08-18 11:58:06 main:574] : INFO : Epoch 1590 | loss: 0.031141 | val_loss: 0.0311655 | Time: 4327.56 ms [2021-08-18 11:58:11 main:574] : INFO : Epoch 1591 | loss: 0.0311398 | val_loss: 0.0311647 | Time: 4340.77 ms [2021-08-18 11:58:15 main:574] : INFO : Epoch 1592 | loss: 0.0311412 | val_loss: 0.0311624 | Time: 4277.54 ms [2021-08-18 11:58:19 main:574] : INFO : Epoch 1593 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 4279.09 ms [2021-08-18 11:58:24 main:574] : INFO : Epoch 1594 | loss: 0.0311397 | val_loss: 0.0311735 | Time: 4269.3 ms [2021-08-18 11:58:28 main:574] : INFO : Epoch 1595 | loss: 0.0311485 | val_loss: 0.0311993 | Time: 4374.01 ms [2021-08-18 11:58:32 main:574] : INFO : Epoch 1596 | loss: 0.031288 | val_loss: 0.0317548 | Time: 4400.82 ms [2021-08-18 11:58:37 main:574] : INFO : Epoch 1597 | loss: 0.0338608 | val_loss: 0.0318052 | Time: 4267.66 ms [2021-08-18 11:58:41 main:574] : INFO : Epoch 1598 | loss: 0.0316658 | val_loss: 0.0313517 | Time: 4345.22 ms [2021-08-18 11:58:45 main:574] : INFO : Epoch 1599 | loss: 0.0312745 | val_loss: 0.0312164 | Time: 4336.64 ms [2021-08-18 11:58:50 main:574] : INFO : Epoch 1600 | loss: 0.0311939 | val_loss: 0.0311855 | Time: 4203.9 ms [2021-08-18 11:58:54 main:574] : INFO : Epoch 1601 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 4417.14 ms [2021-08-18 11:58:58 main:574] : INFO : Epoch 1602 | loss: 0.031173 | val_loss: 0.0311747 | Time: 4254.08 ms [2021-08-18 11:59:03 main:574] : INFO : Epoch 1603 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 4282.24 ms [2021-08-18 11:59:07 main:574] : INFO : Epoch 1604 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 4120.34 ms [2021-08-18 11:59:11 main:574] : INFO : Epoch 1605 | loss: 0.0311675 | val_loss: 0.031172 | Time: 4284.6 ms [2021-08-18 11:59:15 main:574] : INFO : Epoch 1606 | loss: 0.0311639 | val_loss: 0.0311686 | Time: 4338.63 ms [2021-08-18 11:59:20 main:574] : INFO : Epoch 1607 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 4172.69 ms [2021-08-18 11:59:24 main:574] : INFO : Epoch 1608 | loss: 0.031163 | val_loss: 0.0311712 | Time: 4290.91 ms [2021-08-18 11:59:28 main:574] : INFO : Epoch 1609 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 4229.16 ms [2021-08-18 11:59:33 main:574] : INFO : Epoch 1610 | loss: 0.0311619 | val_loss: 0.0311726 | Time: 4352.99 ms [2021-08-18 11:59:37 main:574] : INFO : Epoch 1611 | loss: 0.0311626 | val_loss: 0.0311679 | Time: 4223.94 ms [2021-08-18 11:59:41 main:574] : INFO : Epoch 1612 | loss: 0.03116 | val_loss: 0.031167 | Time: 4237.21 ms [2021-08-18 11:59:45 main:574] : INFO : Epoch 1613 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 4364.35 ms [2021-08-18 11:59:50 main:574] : INFO : Epoch 1614 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 4226.79 ms [2021-08-18 11:59:54 main:574] : INFO : Epoch 1615 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 4191.39 ms [2021-08-18 11:59:58 main:574] : INFO : Epoch 1616 | loss: 0.031163 | val_loss: 0.0311671 | Time: 4352.85 ms [2021-08-18 12:00:03 main:574] : INFO : Epoch 1617 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 4472.03 ms [2021-08-18 12:00:07 main:574] : INFO : Epoch 1618 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 4250.85 ms [2021-08-18 12:00:11 main:574] : INFO : Epoch 1619 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 4211.68 ms [2021-08-18 12:00:15 main:574] : INFO : Epoch 1620 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 4185.94 ms [2021-08-18 12:00:20 main:574] : INFO : Epoch 1621 | loss: 0.031159 | val_loss: 0.0311701 | Time: 4294.97 ms [2021-08-18 12:00:24 main:574] : INFO : Epoch 1622 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 4320.18 ms [2021-08-18 12:00:28 main:574] : INFO : Epoch 1623 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 4307.76 ms [2021-08-18 12:00:33 main:574] : INFO : Epoch 1624 | loss: 0.0311598 | val_loss: 0.0311694 | Time: 4243.1 ms [2021-08-18 12:00:37 main:574] : INFO : Epoch 1625 | loss: 0.0311594 | val_loss: 0.031168 | Time: 4323.28 ms [2021-08-18 12:00:41 main:574] : INFO : Epoch 1626 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 4344.63 ms [2021-08-18 12:00:46 main:574] : INFO : Epoch 1627 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 4292.76 ms [2021-08-18 12:00:50 main:574] : INFO : Epoch 1628 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 4216.68 ms [2021-08-18 12:00:54 main:574] : INFO : Epoch 1629 | loss: 0.0311581 | val_loss: 0.0311698 | Time: 4228.93 ms [2021-08-18 12:00:58 main:574] : INFO : Epoch 1630 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 4192.75 ms [2021-08-18 12:01:03 main:574] : INFO : Epoch 1631 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 4673.6 ms [2021-08-18 12:01:07 main:574] : INFO : Epoch 1632 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 4384.49 ms [2021-08-18 12:01:12 main:574] : INFO : Epoch 1633 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 4607.81 ms [2021-08-18 12:01:16 main:574] : INFO : Epoch 1634 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 4280.38 ms [2021-08-18 12:01:21 main:574] : INFO : Epoch 1635 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 4352 ms [2021-08-18 12:01:25 main:574] : INFO : Epoch 1636 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 4266.53 ms [2021-08-18 12:01:29 main:574] : INFO : Epoch 1637 | loss: 0.0311564 | val_loss: 0.031166 | Time: 4236.17 ms [2021-08-18 12:01:33 main:574] : INFO : Epoch 1638 | loss: 0.0311595 | val_loss: 0.0311681 | Time: 4242.03 ms [2021-08-18 12:01:38 main:574] : INFO : Epoch 1639 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 4581.12 ms [2021-08-18 12:01:43 main:574] : INFO : Epoch 1640 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 4531.59 ms [2021-08-18 12:01:47 main:574] : INFO : Epoch 1641 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 4352.07 ms [2021-08-18 12:01:51 main:574] : INFO : Epoch 1642 | loss: 0.0311575 | val_loss: 0.0311766 | Time: 4149.15 ms [2021-08-18 12:01:55 main:574] : INFO : Epoch 1643 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 4093.92 ms [2021-08-18 12:01:59 main:574] : INFO : Epoch 1644 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 4335.43 ms [2021-08-18 12:02:04 main:574] : INFO : Epoch 1645 | loss: 0.0311566 | val_loss: 0.0311793 | Time: 4325.3 ms [2021-08-18 12:02:08 main:574] : INFO : Epoch 1646 | loss: 0.0311569 | val_loss: 0.0311714 | Time: 4116.63 ms [2021-08-18 12:02:12 main:574] : INFO : Epoch 1647 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 4254.61 ms [2021-08-18 12:02:17 main:574] : INFO : Epoch 1648 | loss: 0.031157 | val_loss: 0.031169 | Time: 4379.3 ms [2021-08-18 12:02:21 main:574] : INFO : Epoch 1649 | loss: 0.0311542 | val_loss: 0.0311702 | Time: 4189.66 ms [2021-08-18 12:02:25 main:574] : INFO : Epoch 1650 | loss: 0.0311556 | val_loss: 0.0311725 | Time: 4187.14 ms [2021-08-18 12:02:29 main:574] : INFO : Epoch 1651 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 4343.59 ms [2021-08-18 12:02:34 main:574] : INFO : Epoch 1652 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 4223.13 ms [2021-08-18 12:02:38 main:574] : INFO : Epoch 1653 | loss: 0.0311552 | val_loss: 0.0311692 | Time: 4377.01 ms [2021-08-18 12:02:42 main:574] : INFO : Epoch 1654 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 4258.01 ms [2021-08-18 12:02:47 main:574] : INFO : Epoch 1655 | loss: 0.0311555 | val_loss: 0.0311728 | Time: 4282.84 ms [2021-08-18 12:02:51 main:574] : INFO : Epoch 1656 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 4344.65 ms [2021-08-18 12:02:55 main:574] : INFO : Epoch 1657 | loss: 0.0311572 | val_loss: 0.0311681 | Time: 4131.74 ms [2021-08-18 12:02:59 main:574] : INFO : Epoch 1658 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 4213.46 ms [2021-08-18 12:03:03 main:574] : INFO : Epoch 1659 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 4209.35 ms [2021-08-18 12:03:08 main:574] : INFO : Epoch 1660 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 4225.4 ms [2021-08-18 12:03:12 main:574] : INFO : Epoch 1661 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 4207.25 ms [2021-08-18 12:03:16 main:574] : INFO : Epoch 1662 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 4348.46 ms [2021-08-18 12:03:21 main:574] : INFO : Epoch 1663 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 4236.41 ms [2021-08-18 12:03:25 main:574] : INFO : Epoch 1664 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 4229.37 ms [2021-08-18 12:03:29 main:574] : INFO : Epoch 1665 | loss: 0.0311559 | val_loss: 0.0311686 | Time: 4345.73 ms [2021-08-18 12:03:33 main:574] : INFO : Epoch 1666 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 4198.72 ms [2021-08-18 12:03:38 main:574] : INFO : Epoch 1667 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 4281.98 ms [2021-08-18 12:03:42 main:574] : INFO : Epoch 1668 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 4269.84 ms [2021-08-18 12:03:46 main:574] : INFO : Epoch 1669 | loss: 0.0311561 | val_loss: 0.0311672 | Time: 4200.77 ms [2021-08-18 12:03:50 main:574] : INFO : Epoch 1670 | loss: 0.0311556 | val_loss: 0.031165 | Time: 4238.54 ms [2021-08-18 12:03:55 main:574] : INFO : Epoch 1671 | loss: 0.0311592 | val_loss: 0.0311667 | Time: 4213.37 ms [2021-08-18 12:03:59 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 4356.87 ms [2021-08-18 12:04:03 main:574] : INFO : Epoch 1673 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 4252.98 ms [2021-08-18 12:04:07 main:574] : INFO : Epoch 1674 | loss: 0.0311543 | val_loss: 0.0311646 | Time: 4172.63 ms [2021-08-18 12:04:12 main:574] : INFO : Epoch 1675 | loss: 0.031156 | val_loss: 0.0311673 | Time: 4289.32 ms [2021-08-18 12:04:16 main:574] : INFO : Epoch 1676 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 4202.41 ms [2021-08-18 12:04:20 main:574] : INFO : Epoch 1677 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 4196.99 ms [2021-08-18 12:04:24 main:574] : INFO : Epoch 1678 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 4296.6 ms [2021-08-18 12:04:29 main:574] : INFO : Epoch 1679 | loss: 0.0311538 | val_loss: 0.0311646 | Time: 4322.48 ms [2021-08-18 12:04:33 main:574] : INFO : Epoch 1680 | loss: 0.0311536 | val_loss: 0.0311685 | Time: 4319.64 ms [2021-08-18 12:04:37 main:574] : INFO : Epoch 1681 | loss: 0.0311543 | val_loss: 0.0311653 | Time: 4188.57 ms [2021-08-18 12:04:42 main:574] : INFO : Epoch 1682 | loss: 0.031152 | val_loss: 0.0311626 | Time: 4152.22 ms [2021-08-18 12:04:46 main:574] : INFO : Epoch 1683 | loss: 0.0311503 | val_loss: 0.0311624 | Time: 4169.72 ms [2021-08-18 12:04:50 main:574] : INFO : Epoch 1684 | loss: 0.0311515 | val_loss: 0.031166 | Time: 4194.74 ms [2021-08-18 12:04:54 main:574] : INFO : Epoch 1685 | loss: 0.0311516 | val_loss: 0.0311591 | Time: 4219.9 ms [2021-08-18 12:04:58 main:574] : INFO : Epoch 1686 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 4152.62 ms [2021-08-18 12:05:03 main:574] : INFO : Epoch 1687 | loss: 0.0311485 | val_loss: 0.0311604 | Time: 4206.57 ms [2021-08-18 12:05:07 main:574] : INFO : Epoch 1688 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 4103.82 ms [2021-08-18 12:05:11 main:574] : INFO : Epoch 1689 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 4130.51 ms [2021-08-18 12:05:15 main:574] : INFO : Epoch 1690 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 4161.91 ms [2021-08-18 12:05:19 main:574] : INFO : Epoch 1691 | loss: 0.031149 | val_loss: 0.0311612 | Time: 4122.91 ms [2021-08-18 12:05:23 main:574] : INFO : Epoch 1692 | loss: 0.0311479 | val_loss: 0.031163 | Time: 4147.6 ms [2021-08-18 12:05:27 main:574] : INFO : Epoch 1693 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 4174.36 ms [2021-08-18 12:05:32 main:574] : INFO : Epoch 1694 | loss: 0.0311494 | val_loss: 0.0311638 | Time: 4160.93 ms [2021-08-18 12:05:36 main:574] : INFO : Epoch 1695 | loss: 0.0311494 | val_loss: 0.0311612 | Time: 4207.17 ms [2021-08-18 12:05:40 main:574] : INFO : Epoch 1696 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 4197.82 ms [2021-08-18 12:05:44 main:574] : INFO : Epoch 1697 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 4159.6 ms [2021-08-18 12:05:48 main:574] : INFO : Epoch 1698 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 4147.49 ms [2021-08-18 12:05:53 main:574] : INFO : Epoch 1699 | loss: 0.0311459 | val_loss: 0.0311599 | Time: 4191.27 ms [2021-08-18 12:05:57 main:574] : INFO : Epoch 1700 | loss: 0.0311456 | val_loss: 0.0311608 | Time: 4280.76 ms [2021-08-18 12:06:01 main:574] : INFO : Epoch 1701 | loss: 0.031146 | val_loss: 0.0311594 | Time: 4468.83 ms [2021-08-18 12:06:05 main:574] : INFO : Epoch 1702 | loss: 0.0311439 | val_loss: 0.0311608 | Time: 4093.19 ms [2021-08-18 12:06:10 main:574] : INFO : Epoch 1703 | loss: 0.0311456 | val_loss: 0.0311631 | Time: 4201.86 ms [2021-08-18 12:06:14 main:574] : INFO : Epoch 1704 | loss: 0.0311463 | val_loss: 0.0311631 | Time: 4241.62 ms [2021-08-18 12:06:18 main:574] : INFO : Epoch 1705 | loss: 0.0311475 | val_loss: 0.0311607 | Time: 4089.56 ms [2021-08-18 12:06:22 main:574] : INFO : Epoch 1706 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 4179.81 ms [2021-08-18 12:06:26 main:574] : INFO : Epoch 1707 | loss: 0.031148 | val_loss: 0.0311659 | Time: 4130.65 ms [2021-08-18 12:06:31 main:574] : INFO : Epoch 1708 | loss: 0.0311484 | val_loss: 0.0311601 | Time: 4220.77 ms [2021-08-18 12:06:35 main:574] : INFO : Epoch 1709 | loss: 0.031147 | val_loss: 0.0311628 | Time: 4307.4 ms [2021-08-18 12:06:39 main:574] : INFO : Epoch 1710 | loss: 0.0311488 | val_loss: 0.03116 | Time: 4238.47 ms [2021-08-18 12:06:43 main:574] : INFO : Epoch 1711 | loss: 0.0311478 | val_loss: 0.0311597 | Time: 4189.16 ms [2021-08-18 12:06:48 main:574] : INFO : Epoch 1712 | loss: 0.0311473 | val_loss: 0.0311588 | Time: 4181.39 ms [2021-08-18 12:06:52 main:574] : INFO : Epoch 1713 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 4290.98 ms [2021-08-18 12:06:56 main:574] : INFO : Epoch 1714 | loss: 0.0311454 | val_loss: 0.0311593 | Time: 4190.92 ms [2021-08-18 12:07:00 main:574] : INFO : Epoch 1715 | loss: 0.0311444 | val_loss: 0.0311589 | Time: 4241.07 ms [2021-08-18 12:07:04 main:574] : INFO : Epoch 1716 | loss: 0.0311458 | val_loss: 0.0311665 | Time: 4148.85 ms [2021-08-18 12:07:09 main:574] : INFO : Epoch 1717 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 4180.29 ms [2021-08-18 12:07:13 main:574] : INFO : Epoch 1718 | loss: 0.0311432 | val_loss: 0.0311591 | Time: 4136.84 ms [2021-08-18 12:07:17 main:574] : INFO : Epoch 1719 | loss: 0.0311422 | val_loss: 0.03116 | Time: 4182.06 ms [2021-08-18 12:07:21 main:574] : INFO : Epoch 1720 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 4136.6 ms [2021-08-18 12:07:25 main:574] : INFO : Epoch 1721 | loss: 0.0311428 | val_loss: 0.0311598 | Time: 4239.27 ms [2021-08-18 12:07:30 main:574] : INFO : Epoch 1722 | loss: 0.0311427 | val_loss: 0.0311643 | Time: 4222.47 ms [2021-08-18 12:07:34 main:574] : INFO : Epoch 1723 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 4150.47 ms [2021-08-18 12:07:38 main:574] : INFO : Epoch 1724 | loss: 0.0311418 | val_loss: 0.0311615 | Time: 4077.92 ms [2021-08-18 12:07:42 main:574] : INFO : Epoch 1725 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 4143.98 ms [2021-08-18 12:07:46 main:574] : INFO : Epoch 1726 | loss: 0.0311392 | val_loss: 0.031159 | Time: 4143.69 ms [2021-08-18 12:07:50 main:574] : INFO : Epoch 1727 | loss: 0.0311406 | val_loss: 0.0311611 | Time: 4258.05 ms [2021-08-18 12:07:55 main:574] : INFO : Epoch 1728 | loss: 0.0311442 | val_loss: 0.031159 | Time: 4194.32 ms [2021-08-18 12:07:59 main:574] : INFO : Epoch 1729 | loss: 0.0311415 | val_loss: 0.0311626 | Time: 4200.93 ms [2021-08-18 12:08:03 main:574] : INFO : Epoch 1730 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 4238.05 ms [2021-08-18 12:08:07 main:574] : INFO : Epoch 1731 | loss: 0.0311412 | val_loss: 0.0311616 | Time: 4163.04 ms [2021-08-18 12:08:11 main:574] : INFO : Epoch 1732 | loss: 0.0311425 | val_loss: 0.0311579 | Time: 4210.4 ms [2021-08-18 12:08:16 main:574] : INFO : Epoch 1733 | loss: 0.0311394 | val_loss: 0.0311584 | Time: 4153.91 ms [2021-08-18 12:08:20 main:574] : INFO : Epoch 1734 | loss: 0.0311391 | val_loss: 0.0311578 | Time: 4112.44 ms [2021-08-18 12:08:24 main:574] : INFO : Epoch 1735 | loss: 0.0311386 | val_loss: 0.0311581 | Time: 4226.77 ms [2021-08-18 12:08:28 main:574] : INFO : Epoch 1736 | loss: 0.0311385 | val_loss: 0.0311608 | Time: 4213.67 ms [2021-08-18 12:08:32 main:574] : INFO : Epoch 1737 | loss: 0.0311403 | val_loss: 0.0311603 | Time: 4230.3 ms [2021-08-18 12:08:37 main:574] : INFO : Epoch 1738 | loss: 0.0311402 | val_loss: 0.031162 | Time: 4177.69 ms [2021-08-18 12:08:41 main:574] : INFO : Epoch 1739 | loss: 0.0311397 | val_loss: 0.0311614 | Time: 4207.28 ms [2021-08-18 12:08:45 main:574] : INFO : Epoch 1740 | loss: 0.0311411 | val_loss: 0.0311606 | Time: 4208.37 ms [2021-08-18 12:08:49 main:574] : INFO : Epoch 1741 | loss: 0.031141 | val_loss: 0.0311623 | Time: 4208.47 ms [2021-08-18 12:08:54 main:574] : INFO : Epoch 1742 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 4149.85 ms [2021-08-18 12:08:58 main:574] : INFO : Epoch 1743 | loss: 0.031141 | val_loss: 0.0311615 | Time: 4246.34 ms [2021-08-18 12:09:02 main:574] : INFO : Epoch 1744 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 4246.46 ms [2021-08-18 12:09:06 main:574] : INFO : Epoch 1745 | loss: 0.0311404 | val_loss: 0.0311626 | Time: 4140.04 ms [2021-08-18 12:09:10 main:574] : INFO : Epoch 1746 | loss: 0.0311456 | val_loss: 0.0311618 | Time: 4265.76 ms [2021-08-18 12:09:15 main:574] : INFO : Epoch 1747 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 4170.85 ms [2021-08-18 12:09:19 main:574] : INFO : Epoch 1748 | loss: 0.0311409 | val_loss: 0.0311643 | Time: 4143.09 ms [2021-08-18 12:09:23 main:574] : INFO : Epoch 1749 | loss: 0.0311396 | val_loss: 0.0311572 | Time: 4213.22 ms [2021-08-18 12:09:27 main:574] : INFO : Epoch 1750 | loss: 0.0311373 | val_loss: 0.0311595 | Time: 4190.02 ms [2021-08-18 12:09:31 main:574] : INFO : Epoch 1751 | loss: 0.0311388 | val_loss: 0.0311609 | Time: 4246.4 ms [2021-08-18 12:09:36 main:574] : INFO : Epoch 1752 | loss: 0.0311366 | val_loss: 0.0311594 | Time: 4204.19 ms [2021-08-18 12:09:40 main:574] : INFO : Epoch 1753 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 4223.47 ms [2021-08-18 12:09:44 main:574] : INFO : Epoch 1754 | loss: 0.031142 | val_loss: 0.0311588 | Time: 4216.26 ms [2021-08-18 12:09:48 main:574] : INFO : Epoch 1755 | loss: 0.0311383 | val_loss: 0.0311586 | Time: 4322.7 ms [2021-08-18 12:09:53 main:574] : INFO : Epoch 1756 | loss: 0.0311376 | val_loss: 0.0311609 | Time: 4141.75 ms [2021-08-18 12:09:57 main:574] : INFO : Epoch 1757 | loss: 0.0311373 | val_loss: 0.0311601 | Time: 4163.84 ms [2021-08-18 12:10:01 main:574] : INFO : Epoch 1758 | loss: 0.0311375 | val_loss: 0.03116 | Time: 4147.38 ms [2021-08-18 12:10:05 main:574] : INFO : Epoch 1759 | loss: 0.0311377 | val_loss: 0.0311629 | Time: 4107.64 ms [2021-08-18 12:10:09 main:574] : INFO : Epoch 1760 | loss: 0.0311369 | val_loss: 0.0311628 | Time: 4192.79 ms [2021-08-18 12:10:14 main:574] : INFO : Epoch 1761 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 4201.4 ms [2021-08-18 12:10:18 main:574] : INFO : Epoch 1762 | loss: 0.0311413 | val_loss: 0.0311611 | Time: 4162.74 ms [2021-08-18 12:10:22 main:574] : INFO : Epoch 1763 | loss: 0.0311379 | val_loss: 0.0311634 | Time: 4168.22 ms [2021-08-18 12:10:26 main:574] : INFO : Epoch 1764 | loss: 0.0311373 | val_loss: 0.0311612 | Time: 4204.06 ms [2021-08-18 12:10:30 main:574] : INFO : Epoch 1765 | loss: 0.0311366 | val_loss: 0.0311652 | Time: 4207.58 ms [2021-08-18 12:10:35 main:574] : INFO : Epoch 1766 | loss: 0.0311376 | val_loss: 0.031164 | Time: 4192.93 ms [2021-08-18 12:10:39 main:574] : INFO : Epoch 1767 | loss: 0.0311377 | val_loss: 0.0311622 | Time: 4235.09 ms [2021-08-18 12:10:43 main:574] : INFO : Epoch 1768 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 4227.88 ms [2021-08-18 12:10:47 main:574] : INFO : Epoch 1769 | loss: 0.0311404 | val_loss: 0.0311652 | Time: 4182.79 ms [2021-08-18 12:10:51 main:574] : INFO : Epoch 1770 | loss: 0.0311378 | val_loss: 0.031163 | Time: 4234.42 ms [2021-08-18 12:10:56 main:574] : INFO : Epoch 1771 | loss: 0.0311398 | val_loss: 0.0311681 | Time: 4210.91 ms [2021-08-18 12:11:00 main:574] : INFO : Epoch 1772 | loss: 0.0311423 | val_loss: 0.0311627 | Time: 4159.59 ms [2021-08-18 12:11:04 main:574] : INFO : Epoch 1773 | loss: 0.0311403 | val_loss: 0.0311609 | Time: 4182.74 ms [2021-08-18 12:11:08 main:574] : INFO : Epoch 1774 | loss: 0.0311386 | val_loss: 0.0311583 | Time: 4177.92 ms [2021-08-18 12:11:12 main:574] : INFO : Epoch 1775 | loss: 0.031138 | val_loss: 0.0311622 | Time: 4278.46 ms [2021-08-18 12:11:17 main:574] : INFO : Epoch 1776 | loss: 0.0311368 | val_loss: 0.0311605 | Time: 4102.32 ms [2021-08-18 12:11:21 main:574] : INFO : Epoch 1777 | loss: 0.0311355 | val_loss: 0.0311598 | Time: 4272.97 ms [2021-08-18 12:11:25 main:574] : INFO : Epoch 1778 | loss: 0.0311384 | val_loss: 0.0311639 | Time: 4224.78 ms [2021-08-18 12:11:29 main:574] : INFO : Epoch 1779 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 4179.37 ms [2021-08-18 12:11:34 main:574] : INFO : Epoch 1780 | loss: 0.0311368 | val_loss: 0.0311615 | Time: 4218.87 ms [2021-08-18 12:11:38 main:574] : INFO : Epoch 1781 | loss: 0.0311369 | val_loss: 0.0311616 | Time: 4189.7 ms [2021-08-18 12:11:42 main:574] : INFO : Epoch 1782 | loss: 0.0311388 | val_loss: 0.03116 | Time: 4138.73 ms [2021-08-18 12:11:46 main:574] : INFO : Epoch 1783 | loss: 0.0311372 | val_loss: 0.0311637 | Time: 4263.34 ms [2021-08-18 12:11:50 main:574] : INFO : Epoch 1784 | loss: 0.0311368 | val_loss: 0.031162 | Time: 4129.19 ms [2021-08-18 12:11:54 main:574] : INFO : Epoch 1785 | loss: 0.0311339 | val_loss: 0.0311643 | Time: 4142.55 ms [2021-08-18 12:11:59 main:574] : INFO : Epoch 1786 | loss: 0.0311352 | val_loss: 0.0311661 | Time: 4153.43 ms [2021-08-18 12:12:03 main:574] : INFO : Epoch 1787 | loss: 0.0311386 | val_loss: 0.0311617 | Time: 4443.27 ms [2021-08-18 12:12:07 main:574] : INFO : Epoch 1788 | loss: 0.0311387 | val_loss: 0.0311641 | Time: 4417.84 ms [2021-08-18 12:12:12 main:574] : INFO : Epoch 1789 | loss: 0.0311364 | val_loss: 0.0311633 | Time: 4179.76 ms [2021-08-18 12:12:16 main:574] : INFO : Epoch 1790 | loss: 0.0311358 | val_loss: 0.0311615 | Time: 4194.71 ms [2021-08-18 12:12:20 main:574] : INFO : Epoch 1791 | loss: 0.0311349 | val_loss: 0.0311616 | Time: 4170.3 ms [2021-08-18 12:12:24 main:574] : INFO : Epoch 1792 | loss: 0.0311371 | val_loss: 0.0311611 | Time: 4124.74 ms [2021-08-18 12:12:28 main:574] : INFO : Epoch 1793 | loss: 0.0311391 | val_loss: 0.0311692 | Time: 4258.91 ms [2021-08-18 12:12:33 main:574] : INFO : Epoch 1794 | loss: 0.0311395 | val_loss: 0.0311615 | Time: 4172.86 ms [2021-08-18 12:12:37 main:574] : INFO : Epoch 1795 | loss: 0.0311363 | val_loss: 0.0311643 | Time: 4282.63 ms [2021-08-18 12:12:41 main:574] : INFO : Epoch 1796 | loss: 0.0311359 | val_loss: 0.0311644 | Time: 4142.63 ms [2021-08-18 12:12:45 main:574] : INFO : Epoch 1797 | loss: 0.0311357 | val_loss: 0.0311641 | Time: 4218.11 ms [2021-08-18 12:12:50 main:574] : INFO : Epoch 1798 | loss: 0.0311357 | val_loss: 0.0311628 | Time: 4197.18 ms [2021-08-18 12:12:54 main:574] : INFO : Epoch 1799 | loss: 0.0311344 | val_loss: 0.0311647 | Time: 4221.99 ms [2021-08-18 12:12:58 main:574] : INFO : Epoch 1800 | loss: 0.0311371 | val_loss: 0.0311612 | Time: 4069.76 ms [2021-08-18 12:13:02 main:574] : INFO : Epoch 1801 | loss: 0.0311348 | val_loss: 0.0311622 | Time: 4188.71 ms [2021-08-18 12:13:06 main:574] : INFO : Epoch 1802 | loss: 0.031135 | val_loss: 0.0311629 | Time: 4207.66 ms [2021-08-18 12:13:11 main:574] : INFO : Epoch 1803 | loss: 0.0311352 | val_loss: 0.0311654 | Time: 4225.85 ms [2021-08-18 12:13:15 main:574] : INFO : Epoch 1804 | loss: 0.0311381 | val_loss: 0.0311646 | Time: 4177.38 ms [2021-08-18 12:13:19 main:574] : INFO : Epoch 1805 | loss: 0.031136 | val_loss: 0.0311659 | Time: 4194.78 ms [2021-08-18 12:13:23 main:574] : INFO : Epoch 1806 | loss: 0.0311355 | val_loss: 0.0311666 | Time: 4182.82 ms [2021-08-18 12:13:27 main:574] : INFO : Epoch 1807 | loss: 0.0311351 | val_loss: 0.031163 | Time: 4260.89 ms [2021-08-18 12:13:32 main:574] : INFO : Epoch 1808 | loss: 0.0311342 | val_loss: 0.0311639 | Time: 4290.76 ms [2021-08-18 12:13:36 main:574] : INFO : Epoch 1809 | loss: 0.0311332 | val_loss: 0.0311648 | Time: 4160.48 ms [2021-08-18 12:13:40 main:574] : INFO : Epoch 1810 | loss: 0.0311335 | val_loss: 0.0311681 | Time: 4211.81 ms [2021-08-18 12:13:44 main:574] : INFO : Epoch 1811 | loss: 0.0311352 | val_loss: 0.0311634 | Time: 4241.31 ms [2021-08-18 12:13:48 main:574] : INFO : Epoch 1812 | loss: 0.0311345 | val_loss: 0.0311655 | Time: 4150.34 ms [2021-08-18 12:13:53 main:574] : INFO : Epoch 1813 | loss: 0.0311365 | val_loss: 0.031165 | Time: 4218.29 ms [2021-08-18 12:13:57 main:574] : INFO : Epoch 1814 | loss: 0.0311358 | val_loss: 0.0311711 | Time: 4151.75 ms [2021-08-18 12:14:01 main:574] : INFO : Epoch 1815 | loss: 0.0311357 | val_loss: 0.0311616 | Time: 4208.1 ms [2021-08-18 12:14:05 main:574] : INFO : Epoch 1816 | loss: 0.0311328 | val_loss: 0.031165 | Time: 4211.56 ms [2021-08-18 12:14:09 main:574] : INFO : Epoch 1817 | loss: 0.0311341 | val_loss: 0.0311617 | Time: 4134.7 ms [2021-08-18 12:14:14 main:574] : INFO : Epoch 1818 | loss: 0.0311351 | val_loss: 0.031162 | Time: 4183.72 ms [2021-08-18 12:14:18 main:574] : INFO : Epoch 1819 | loss: 0.031136 | val_loss: 0.0311628 | Time: 4131.33 ms [2021-08-18 12:14:22 main:574] : INFO : Epoch 1820 | loss: 0.0311355 | val_loss: 0.0311615 | Time: 4109.93 ms [2021-08-18 12:14:26 main:574] : INFO : Epoch 1821 | loss: 0.0311368 | val_loss: 0.0311636 | Time: 4187.01 ms [2021-08-18 12:14:30 main:574] : INFO : Epoch 1822 | loss: 0.0311359 | val_loss: 0.0311629 | Time: 4181.52 ms [2021-08-18 12:14:35 main:574] : INFO : Epoch 1823 | loss: 0.0311361 | val_loss: 0.0311642 | Time: 4198.43 ms [2021-08-18 12:14:39 main:574] : INFO : Epoch 1824 | loss: 0.0311371 | val_loss: 0.0311669 | Time: 4250.85 ms [2021-08-18 12:14:43 main:574] : INFO : Epoch 1825 | loss: 0.0311388 | val_loss: 0.0311667 | Time: 4224.04 ms [2021-08-18 12:14:47 main:574] : INFO : Epoch 1826 | loss: 0.0311369 | val_loss: 0.0311627 | Time: 4247.52 ms [2021-08-18 12:14:51 main:574] : INFO : Epoch 1827 | loss: 0.0311365 | val_loss: 0.0311615 | Time: 4121.31 ms [2021-08-18 12:14:56 main:574] : INFO : Epoch 1828 | loss: 0.0311366 | val_loss: 0.0311636 | Time: 4153.01 ms [2021-08-18 12:15:00 main:574] : INFO : Epoch 1829 | loss: 0.0311358 | val_loss: 0.0311669 | Time: 4263.58 ms [2021-08-18 12:15:04 main:574] : INFO : Epoch 1830 | loss: 0.0311375 | val_loss: 0.0311652 | Time: 4302.3 ms [2021-08-18 12:15:08 main:574] : INFO : Epoch 1831 | loss: 0.0311355 | val_loss: 0.0311648 | Time: 4258.47 ms [2021-08-18 12:15:13 main:574] : INFO : Epoch 1832 | loss: 0.0311363 | val_loss: 0.031165 | Time: 4253.33 ms [2021-08-18 12:15:17 main:574] : INFO : Epoch 1833 | loss: 0.0311479 | val_loss: 0.0311628 | Time: 4152.4 ms [2021-08-18 12:15:21 main:574] : INFO : Epoch 1834 | loss: 0.03115 | val_loss: 0.0311616 | Time: 4215.26 ms [2021-08-18 12:15:25 main:574] : INFO : Epoch 1835 | loss: 0.0311476 | val_loss: 0.031162 | Time: 4122.21 ms [2021-08-18 12:15:29 main:574] : INFO : Epoch 1836 | loss: 0.0311466 | val_loss: 0.03116 | Time: 4053.34 ms [2021-08-18 12:15:33 main:574] : INFO : Epoch 1837 | loss: 0.0311437 | val_loss: 0.03116 | Time: 4108.23 ms [2021-08-18 12:15:38 main:574] : INFO : Epoch 1838 | loss: 0.0311424 | val_loss: 0.0311583 | Time: 4240.72 ms [2021-08-18 12:15:42 main:574] : INFO : Epoch 1839 | loss: 0.031144 | val_loss: 0.0311638 | Time: 4167.94 ms [2021-08-18 12:15:46 main:574] : INFO : Epoch 1840 | loss: 0.0311414 | val_loss: 0.0311597 | Time: 4127.57 ms [2021-08-18 12:15:50 main:574] : INFO : Epoch 1841 | loss: 0.0311386 | val_loss: 0.0311599 | Time: 4085.19 ms [2021-08-18 12:15:54 main:574] : INFO : Epoch 1842 | loss: 0.0311401 | val_loss: 0.0311645 | Time: 4195.44 ms [2021-08-18 12:15:59 main:574] : INFO : Epoch 1843 | loss: 0.0311417 | val_loss: 0.0311693 | Time: 4176.53 ms [2021-08-18 12:16:03 main:574] : INFO : Epoch 1844 | loss: 0.0311396 | val_loss: 0.0311604 | Time: 4224.99 ms [2021-08-18 12:16:07 main:574] : INFO : Epoch 1845 | loss: 0.0311394 | val_loss: 0.0311646 | Time: 4132.06 ms [2021-08-18 12:16:11 main:574] : INFO : Epoch 1846 | loss: 0.0311383 | val_loss: 0.0311602 | Time: 4161.66 ms [2021-08-18 12:16:15 main:574] : INFO : Epoch 1847 | loss: 0.0311375 | val_loss: 0.0311621 | Time: 4219.5 ms [2021-08-18 12:16:20 main:574] : INFO : Epoch 1848 | loss: 0.0311364 | val_loss: 0.0311608 | Time: 4262.9 ms [2021-08-18 12:16:24 main:574] : INFO : Epoch 1849 | loss: 0.0311365 | val_loss: 0.0311615 | Time: 4171.75 ms [2021-08-18 12:16:28 main:574] : INFO : Epoch 1850 | loss: 0.0311352 | val_loss: 0.031161 | Time: 4097.44 ms [2021-08-18 12:16:32 main:574] : INFO : Epoch 1851 | loss: 0.0311362 | val_loss: 0.0311624 | Time: 4148.84 ms [2021-08-18 12:16:36 main:574] : INFO : Epoch 1852 | loss: 0.0311379 | val_loss: 0.0311636 | Time: 4148.77 ms [2021-08-18 12:16:40 main:574] : INFO : Epoch 1853 | loss: 0.0311365 | val_loss: 0.0311593 | Time: 4161.54 ms [2021-08-18 12:16:45 main:574] : INFO : Epoch 1854 | loss: 0.0311362 | val_loss: 0.0311611 | Time: 4201.97 ms [2021-08-18 12:16:49 main:574] : INFO : Epoch 1855 | loss: 0.0311353 | val_loss: 0.0311642 | Time: 4170.7 ms [2021-08-18 12:16:53 main:574] : INFO : Epoch 1856 | loss: 0.0311359 | val_loss: 0.031164 | Time: 4176.79 ms [2021-08-18 12:16:57 main:574] : INFO : Epoch 1857 | loss: 0.0311367 | val_loss: 0.031162 | Time: 4169.34 ms [2021-08-18 12:17:01 main:574] : INFO : Epoch 1858 | loss: 0.0311364 | val_loss: 0.0311632 | Time: 4176.08 ms [2021-08-18 12:17:05 main:574] : INFO : Epoch 1859 | loss: 0.0311388 | val_loss: 0.0311604 | Time: 4117 ms [2021-08-18 12:17:10 main:574] : INFO : Epoch 1860 | loss: 0.0311365 | val_loss: 0.0311618 | Time: 4189.06 ms [2021-08-18 12:17:14 main:574] : INFO : Epoch 1861 | loss: 0.0311338 | val_loss: 0.0311626 | Time: 4346.83 ms [2021-08-18 12:17:18 main:574] : INFO : Epoch 1862 | loss: 0.0311334 | val_loss: 0.0311648 | Time: 4376.86 ms [2021-08-18 12:17:23 main:574] : INFO : Epoch 1863 | loss: 0.0311351 | val_loss: 0.0311622 | Time: 4131.53 ms [2021-08-18 12:17:27 main:574] : INFO : Epoch 1864 | loss: 0.0311369 | val_loss: 0.0311638 | Time: 4159.13 ms [2021-08-18 12:17:31 main:574] : INFO : Epoch 1865 | loss: 0.0311395 | val_loss: 0.0311677 | Time: 4109.33 ms [2021-08-18 12:17:35 main:574] : INFO : Epoch 1866 | loss: 0.0311395 | val_loss: 0.0311657 | Time: 4185.51 ms [2021-08-18 12:17:39 main:574] : INFO : Epoch 1867 | loss: 0.0311369 | val_loss: 0.0311642 | Time: 4140.27 ms [2021-08-18 12:17:44 main:574] : INFO : Epoch 1868 | loss: 0.0311386 | val_loss: 0.031171 | Time: 4334.27 ms [2021-08-18 12:17:48 main:574] : INFO : Epoch 1869 | loss: 0.031141 | val_loss: 0.0311667 | Time: 4333.48 ms [2021-08-18 12:17:52 main:574] : INFO : Epoch 1870 | loss: 0.0311376 | val_loss: 0.0311617 | Time: 4175.75 ms [2021-08-18 12:17:56 main:574] : INFO : Epoch 1871 | loss: 0.0311426 | val_loss: 0.0311646 | Time: 4251.58 ms [2021-08-18 12:18:00 main:574] : INFO : Epoch 1872 | loss: 0.03115 | val_loss: 0.0311637 | Time: 4125.07 ms [2021-08-18 12:18:05 main:574] : INFO : Epoch 1873 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 4153.93 ms [2021-08-18 12:18:09 main:574] : INFO : Epoch 1874 | loss: 0.0311494 | val_loss: 0.031161 | Time: 4182.23 ms [2021-08-18 12:18:13 main:574] : INFO : Epoch 1875 | loss: 0.0311451 | val_loss: 0.0311678 | Time: 4247.14 ms [2021-08-18 12:18:17 main:574] : INFO : Epoch 1876 | loss: 0.0311429 | val_loss: 0.031162 | Time: 4150.05 ms [2021-08-18 12:18:22 main:574] : INFO : Epoch 1877 | loss: 0.0311412 | val_loss: 0.0311621 | Time: 4279.14 ms [2021-08-18 12:18:26 main:574] : INFO : Epoch 1878 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 4280.32 ms [2021-08-18 12:18:30 main:574] : INFO : Epoch 1879 | loss: 0.0311423 | val_loss: 0.0311685 | Time: 4082.5 ms [2021-08-18 12:18:34 main:574] : INFO : Epoch 1880 | loss: 0.0311433 | val_loss: 0.0311627 | Time: 4190.69 ms [2021-08-18 12:18:38 main:574] : INFO : Epoch 1881 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 4202.3 ms [2021-08-18 12:18:42 main:574] : INFO : Epoch 1882 | loss: 0.0311423 | val_loss: 0.0311617 | Time: 4194.31 ms [2021-08-18 12:18:47 main:574] : INFO : Epoch 1883 | loss: 0.0311414 | val_loss: 0.0311617 | Time: 4211.97 ms [2021-08-18 12:18:51 main:574] : INFO : Epoch 1884 | loss: 0.0311397 | val_loss: 0.0311634 | Time: 4212.02 ms [2021-08-18 12:18:55 main:574] : INFO : Epoch 1885 | loss: 0.0311419 | val_loss: 0.0311659 | Time: 4157.39 ms [2021-08-18 12:18:59 main:574] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.031166 | Time: 4195 ms [2021-08-18 12:19:04 main:574] : INFO : Epoch 1887 | loss: 0.0311416 | val_loss: 0.031166 | Time: 4301.52 ms [2021-08-18 12:19:08 main:574] : INFO : Epoch 1888 | loss: 0.0311398 | val_loss: 0.0311697 | Time: 4294.52 ms [2021-08-18 12:19:12 main:574] : INFO : Epoch 1889 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 4246.68 ms [2021-08-18 12:19:16 main:574] : INFO : Epoch 1890 | loss: 0.0311463 | val_loss: 0.0311621 | Time: 4183.66 ms [2021-08-18 12:19:21 main:574] : INFO : Epoch 1891 | loss: 0.0311423 | val_loss: 0.0311614 | Time: 4175.67 ms [2021-08-18 12:19:25 main:574] : INFO : Epoch 1892 | loss: 0.0311404 | val_loss: 0.0311604 | Time: 4181.33 ms [2021-08-18 12:19:29 main:574] : INFO : Epoch 1893 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 4183.29 ms [2021-08-18 12:19:33 main:574] : INFO : Epoch 1894 | loss: 0.0311387 | val_loss: 0.0311667 | Time: 4241.47 ms [2021-08-18 12:19:38 main:574] : INFO : Epoch 1895 | loss: 0.0311482 | val_loss: 0.0311627 | Time: 4271.98 ms [2021-08-18 12:19:42 main:574] : INFO : Epoch 1896 | loss: 0.0311473 | val_loss: 0.0311612 | Time: 4087.65 ms [2021-08-18 12:19:46 main:574] : INFO : Epoch 1897 | loss: 0.0311448 | val_loss: 0.0311595 | Time: 4229.69 ms [2021-08-18 12:19:50 main:574] : INFO : Epoch 1898 | loss: 0.0311431 | val_loss: 0.0311599 | Time: 4165.56 ms [2021-08-18 12:19:54 main:574] : INFO : Epoch 1899 | loss: 0.0311422 | val_loss: 0.03116 | Time: 4210.95 ms [2021-08-18 12:19:59 main:574] : INFO : Epoch 1900 | loss: 0.0311428 | val_loss: 0.0311573 | Time: 4238.77 ms [2021-08-18 12:20:03 main:574] : INFO : Epoch 1901 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 4178.77 ms [2021-08-18 12:20:07 main:574] : INFO : Epoch 1902 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 4228.69 ms [2021-08-18 12:20:11 main:574] : INFO : Epoch 1903 | loss: 0.0311484 | val_loss: 0.0311613 | Time: 4306.34 ms [2021-08-18 12:20:15 main:574] : INFO : Epoch 1904 | loss: 0.0311465 | val_loss: 0.0311611 | Time: 4200.11 ms [2021-08-18 12:20:20 main:574] : INFO : Epoch 1905 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 4251.04 ms [2021-08-18 12:20:24 main:574] : INFO : Epoch 1906 | loss: 0.0311465 | val_loss: 0.0311618 | Time: 4206.04 ms [2021-08-18 12:20:28 main:574] : INFO : Epoch 1907 | loss: 0.0311456 | val_loss: 0.0311597 | Time: 4211.4 ms [2021-08-18 12:20:32 main:574] : INFO : Epoch 1908 | loss: 0.031143 | val_loss: 0.0311618 | Time: 4178.75 ms [2021-08-18 12:20:36 main:574] : INFO : Epoch 1909 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 4109.11 ms [2021-08-18 12:20:41 main:574] : INFO : Epoch 1910 | loss: 0.0311432 | val_loss: 0.0311632 | Time: 4108 ms [2021-08-18 12:20:45 main:574] : INFO : Epoch 1911 | loss: 0.0311447 | val_loss: 0.0311625 | Time: 4196.01 ms [2021-08-18 12:20:49 main:574] : INFO : Epoch 1912 | loss: 0.0311436 | val_loss: 0.0311633 | Time: 4219.26 ms [2021-08-18 12:20:53 main:574] : INFO : Epoch 1913 | loss: 0.0311458 | val_loss: 0.03117 | Time: 4226.28 ms [2021-08-18 12:20:58 main:574] : INFO : Epoch 1914 | loss: 0.031146 | val_loss: 0.0311601 | Time: 4241.97 ms [2021-08-18 12:21:02 main:574] : INFO : Epoch 1915 | loss: 0.0311425 | val_loss: 0.031163 | Time: 4164.47 ms [2021-08-18 12:21:06 main:574] : INFO : Epoch 1916 | loss: 0.0311434 | val_loss: 0.0311616 | Time: 4204.84 ms [2021-08-18 12:21:10 main:574] : INFO : Epoch 1917 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 4179.99 ms [2021-08-18 12:21:14 main:574] : INFO : Epoch 1918 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 4187.02 ms [2021-08-18 12:21:19 main:574] : INFO : Epoch 1919 | loss: 0.0311426 | val_loss: 0.0311623 | Time: 4163.43 ms [2021-08-18 12:21:23 main:574] : INFO : Epoch 1920 | loss: 0.0311441 | val_loss: 0.0311655 | Time: 4146.86 ms [2021-08-18 12:21:27 main:574] : INFO : Epoch 1921 | loss: 0.0311437 | val_loss: 0.0311626 | Time: 4204.55 ms [2021-08-18 12:21:31 main:574] : INFO : Epoch 1922 | loss: 0.0311513 | val_loss: 0.0311646 | Time: 4068.58 ms [2021-08-18 12:21:35 main:574] : INFO : Epoch 1923 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 4110.97 ms [2021-08-18 12:21:39 main:574] : INFO : Epoch 1924 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 4270.05 ms [2021-08-18 12:21:44 main:574] : INFO : Epoch 1925 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 4134.78 ms [2021-08-18 12:21:48 main:574] : INFO : Epoch 1926 | loss: 0.0311477 | val_loss: 0.0311597 | Time: 4317.66 ms [2021-08-18 12:21:52 main:574] : INFO : Epoch 1927 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 4192.21 ms [2021-08-18 12:21:56 main:574] : INFO : Epoch 1928 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 4126.99 ms [2021-08-18 12:22:00 main:574] : INFO : Epoch 1929 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 4239.74 ms [2021-08-18 12:22:05 main:574] : INFO : Epoch 1930 | loss: 0.0311495 | val_loss: 0.0311623 | Time: 4182.93 ms [2021-08-18 12:22:09 main:574] : INFO : Epoch 1931 | loss: 0.0311497 | val_loss: 0.0311641 | Time: 4214.1 ms [2021-08-18 12:22:13 main:574] : INFO : Epoch 1932 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 4151.6 ms [2021-08-18 12:22:17 main:574] : INFO : Epoch 1933 | loss: 0.0311473 | val_loss: 0.0311618 | Time: 4238.09 ms [2021-08-18 12:22:22 main:574] : INFO : Epoch 1934 | loss: 0.0311463 | val_loss: 0.0311668 | Time: 4420.13 ms [2021-08-18 12:22:26 main:574] : INFO : Epoch 1935 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 4231.62 ms [2021-08-18 12:22:30 main:574] : INFO : Epoch 1936 | loss: 0.0311464 | val_loss: 0.031166 | Time: 4183.08 ms [2021-08-18 12:22:34 main:574] : INFO : Epoch 1937 | loss: 0.0311438 | val_loss: 0.031162 | Time: 4092.58 ms [2021-08-18 12:22:38 main:574] : INFO : Epoch 1938 | loss: 0.0311447 | val_loss: 0.0311701 | Time: 4190.36 ms [2021-08-18 12:22:43 main:574] : INFO : Epoch 1939 | loss: 0.0311475 | val_loss: 0.031161 | Time: 4264.19 ms [2021-08-18 12:22:47 main:574] : INFO : Epoch 1940 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 4314.42 ms [2021-08-18 12:22:51 main:574] : INFO : Epoch 1941 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 4215.97 ms [2021-08-18 12:22:55 main:574] : INFO : Epoch 1942 | loss: 0.0311449 | val_loss: 0.0311688 | Time: 4247.52 ms [2021-08-18 12:23:00 main:574] : INFO : Epoch 1943 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 4157.42 ms [2021-08-18 12:23:04 main:574] : INFO : Epoch 1944 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 4162.56 ms [2021-08-18 12:23:08 main:574] : INFO : Epoch 1945 | loss: 0.031144 | val_loss: 0.0311649 | Time: 4158.49 ms [2021-08-18 12:23:12 main:574] : INFO : Epoch 1946 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 4157.5 ms [2021-08-18 12:23:16 main:574] : INFO : Epoch 1947 | loss: 0.031144 | val_loss: 0.0311634 | Time: 4150.9 ms [2021-08-18 12:23:21 main:574] : INFO : Epoch 1948 | loss: 0.0311426 | val_loss: 0.0311628 | Time: 4168.67 ms [2021-08-18 12:23:25 main:574] : INFO : Epoch 1949 | loss: 0.0311432 | val_loss: 0.0311628 | Time: 4277.13 ms [2021-08-18 12:23:29 main:574] : INFO : Epoch 1950 | loss: 0.0311427 | val_loss: 0.0311635 | Time: 4204.91 ms [2021-08-18 12:23:33 main:574] : INFO : Epoch 1951 | loss: 0.031145 | val_loss: 0.0311637 | Time: 4308.06 ms [2021-08-18 12:23:37 main:574] : INFO : Epoch 1952 | loss: 0.0311447 | val_loss: 0.031163 | Time: 4143.02 ms [2021-08-18 12:23:42 main:574] : INFO : Epoch 1953 | loss: 0.0311433 | val_loss: 0.0311648 | Time: 4176.05 ms [2021-08-18 12:23:46 main:574] : INFO : Epoch 1954 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 4168.39 ms [2021-08-18 12:23:50 main:574] : INFO : Epoch 1955 | loss: 0.0311438 | val_loss: 0.0311633 | Time: 4264.11 ms [2021-08-18 12:23:54 main:574] : INFO : Epoch 1956 | loss: 0.0311439 | val_loss: 0.0311663 | Time: 4162.13 ms [2021-08-18 12:23:58 main:574] : INFO : Epoch 1957 | loss: 0.031144 | val_loss: 0.0311624 | Time: 4135.87 ms [2021-08-18 12:24:03 main:574] : INFO : Epoch 1958 | loss: 0.0311416 | val_loss: 0.0311619 | Time: 4208.44 ms [2021-08-18 12:24:07 main:574] : INFO : Epoch 1959 | loss: 0.0311409 | val_loss: 0.031163 | Time: 4147.43 ms [2021-08-18 12:24:11 main:574] : INFO : Epoch 1960 | loss: 0.0311409 | val_loss: 0.0311649 | Time: 4165.5 ms [2021-08-18 12:24:15 main:574] : INFO : Epoch 1961 | loss: 0.0311419 | val_loss: 0.0311636 | Time: 4270.03 ms [2021-08-18 12:24:20 main:574] : INFO : Epoch 1962 | loss: 0.0311409 | val_loss: 0.0311609 | Time: 4220.9 ms [2021-08-18 12:24:24 main:574] : INFO : Epoch 1963 | loss: 0.031142 | val_loss: 0.0311612 | Time: 4280.43 ms [2021-08-18 12:24:28 main:574] : INFO : Epoch 1964 | loss: 0.0311412 | val_loss: 0.0311628 | Time: 4185.57 ms [2021-08-18 12:24:32 main:574] : INFO : Epoch 1965 | loss: 0.0311402 | val_loss: 0.031162 | Time: 4058.28 ms [2021-08-18 12:24:36 main:574] : INFO : Epoch 1966 | loss: 0.031141 | val_loss: 0.0311647 | Time: 4207.39 ms [2021-08-18 12:24:40 main:574] : INFO : Epoch 1967 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 4121.26 ms [2021-08-18 12:24:45 main:574] : INFO : Epoch 1968 | loss: 0.0311404 | val_loss: 0.031171 | Time: 4186.09 ms [2021-08-18 12:24:49 main:574] : INFO : Epoch 1969 | loss: 0.031145 | val_loss: 0.0311667 | Time: 4328.34 ms [2021-08-18 12:24:53 main:574] : INFO : Epoch 1970 | loss: 0.0311426 | val_loss: 0.0311634 | Time: 4212.63 ms [2021-08-18 12:24:57 main:574] : INFO : Epoch 1971 | loss: 0.0311402 | val_loss: 0.031163 | Time: 4157.98 ms [2021-08-18 12:25:02 main:574] : INFO : Epoch 1972 | loss: 0.0311396 | val_loss: 0.0311626 | Time: 4186.83 ms [2021-08-18 12:25:06 main:574] : INFO : Epoch 1973 | loss: 0.0311398 | val_loss: 0.031189 | Time: 4301.49 ms [2021-08-18 12:25:10 main:574] : INFO : Epoch 1974 | loss: 0.0311512 | val_loss: 0.0311614 | Time: 4170.84 ms [2021-08-18 12:25:14 main:574] : INFO : Epoch 1975 | loss: 0.0311477 | val_loss: 0.0311609 | Time: 4319.89 ms [2021-08-18 12:25:19 main:574] : INFO : Epoch 1976 | loss: 0.0311512 | val_loss: 0.0311637 | Time: 4319.23 ms [2021-08-18 12:25:23 main:574] : INFO : Epoch 1977 | loss: 0.0311464 | val_loss: 0.0311613 | Time: 4235.2 ms [2021-08-18 12:25:27 main:574] : INFO : Epoch 1978 | loss: 0.0311488 | val_loss: 0.0311602 | Time: 4188.6 ms [2021-08-18 12:25:31 main:574] : INFO : Epoch 1979 | loss: 0.0311434 | val_loss: 0.0311603 | Time: 4161.16 ms [2021-08-18 12:25:36 main:574] : INFO : Epoch 1980 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 4225.21 ms [2021-08-18 12:25:40 main:574] : INFO : Epoch 1981 | loss: 0.0311439 | val_loss: 0.0311625 | Time: 4100.54 ms [2021-08-18 12:25:44 main:574] : INFO : Epoch 1982 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 4146.2 ms [2021-08-18 12:25:48 main:574] : INFO : Epoch 1983 | loss: 0.0311397 | val_loss: 0.0311606 | Time: 4196.89 ms [2021-08-18 12:25:52 main:574] : INFO : Epoch 1984 | loss: 0.0311397 | val_loss: 0.0311574 | Time: 4236.98 ms [2021-08-18 12:25:56 main:574] : INFO : Epoch 1985 | loss: 0.031141 | val_loss: 0.0311583 | Time: 4125.29 ms [2021-08-18 12:26:01 main:574] : INFO : Epoch 1986 | loss: 0.03114 | val_loss: 0.0311665 | Time: 4529.25 ms [2021-08-18 12:26:05 main:574] : INFO : Epoch 1987 | loss: 0.0311408 | val_loss: 0.0311593 | Time: 4184.35 ms [2021-08-18 12:26:09 main:574] : INFO : Epoch 1988 | loss: 0.0311395 | val_loss: 0.0311655 | Time: 4154.42 ms [2021-08-18 12:26:14 main:574] : INFO : Epoch 1989 | loss: 0.0311388 | val_loss: 0.031162 | Time: 4175.58 ms [2021-08-18 12:26:18 main:574] : INFO : Epoch 1990 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 4123.01 ms [2021-08-18 12:26:22 main:574] : INFO : Epoch 1991 | loss: 0.0311373 | val_loss: 0.0311615 | Time: 4209.7 ms [2021-08-18 12:26:26 main:574] : INFO : Epoch 1992 | loss: 0.0311367 | val_loss: 0.0311627 | Time: 4491.28 ms [2021-08-18 12:26:31 main:574] : INFO : Epoch 1993 | loss: 0.0311407 | val_loss: 0.0311624 | Time: 4167.52 ms [2021-08-18 12:26:35 main:574] : INFO : Epoch 1994 | loss: 0.0311421 | val_loss: 0.0311672 | Time: 4190.87 ms [2021-08-18 12:26:39 main:574] : INFO : Epoch 1995 | loss: 0.0311382 | val_loss: 0.031163 | Time: 4118.63 ms [2021-08-18 12:26:43 main:574] : INFO : Epoch 1996 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 4135.88 ms [2021-08-18 12:26:47 main:574] : INFO : Epoch 1997 | loss: 0.031139 | val_loss: 0.0311629 | Time: 4107.13 ms [2021-08-18 12:26:51 main:574] : INFO : Epoch 1998 | loss: 0.0311403 | val_loss: 0.0311614 | Time: 4116.82 ms [2021-08-18 12:26:56 main:574] : INFO : Epoch 1999 | loss: 0.0311398 | val_loss: 0.0311609 | Time: 4183.52 ms [2021-08-18 12:27:00 main:574] : INFO : Epoch 2000 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 4125.6 ms [2021-08-18 12:27:04 main:574] : INFO : Epoch 2001 | loss: 0.0311408 | val_loss: 0.0311608 | Time: 4216.95 ms [2021-08-18 12:27:08 main:574] : INFO : Epoch 2002 | loss: 0.031142 | val_loss: 0.0311635 | Time: 4238.44 ms [2021-08-18 12:27:12 main:574] : INFO : Epoch 2003 | loss: 0.0311391 | val_loss: 0.0311628 | Time: 4272.44 ms [2021-08-18 12:27:17 main:574] : INFO : Epoch 2004 | loss: 0.0311363 | val_loss: 0.0311662 | Time: 4161.87 ms [2021-08-18 12:27:21 main:574] : INFO : Epoch 2005 | loss: 0.0311404 | val_loss: 0.0311682 | Time: 4153.76 ms [2021-08-18 12:27:25 main:574] : INFO : Epoch 2006 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 4179.74 ms [2021-08-18 12:27:29 main:574] : INFO : Epoch 2007 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 4270.42 ms [2021-08-18 12:27:34 main:574] : INFO : Epoch 2008 | loss: 0.0311436 | val_loss: 0.0311617 | Time: 4372.73 ms [2021-08-18 12:27:38 main:574] : INFO : Epoch 2009 | loss: 0.0311411 | val_loss: 0.0311602 | Time: 4171.43 ms [2021-08-18 12:27:42 main:574] : INFO : Epoch 2010 | loss: 0.0311418 | val_loss: 0.0311617 | Time: 4140.82 ms [2021-08-18 12:27:46 main:574] : INFO : Epoch 2011 | loss: 0.0311398 | val_loss: 0.0311626 | Time: 4249.6 ms [2021-08-18 12:27:51 main:574] : INFO : Epoch 2012 | loss: 0.0311382 | val_loss: 0.0311621 | Time: 4276.15 ms [2021-08-18 12:27:55 main:574] : INFO : Epoch 2013 | loss: 0.0311381 | val_loss: 0.0311632 | Time: 4271.43 ms [2021-08-18 12:27:59 main:574] : INFO : Epoch 2014 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 4145.21 ms [2021-08-18 12:28:03 main:574] : INFO : Epoch 2015 | loss: 0.0311384 | val_loss: 0.0311633 | Time: 4143.69 ms [2021-08-18 12:28:07 main:574] : INFO : Epoch 2016 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 4284.05 ms [2021-08-18 12:28:12 main:574] : INFO : Epoch 2017 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 4282.3 ms [2021-08-18 12:28:16 main:574] : INFO : Epoch 2018 | loss: 0.0311459 | val_loss: 0.031165 | Time: 4222.42 ms [2021-08-18 12:28:20 main:574] : INFO : Epoch 2019 | loss: 0.031146 | val_loss: 0.0311612 | Time: 4167.03 ms [2021-08-18 12:28:24 main:574] : INFO : Epoch 2020 | loss: 0.0311458 | val_loss: 0.031165 | Time: 4243.52 ms [2021-08-18 12:28:29 main:574] : INFO : Epoch 2021 | loss: 0.031145 | val_loss: 0.0311657 | Time: 4187.44 ms [2021-08-18 12:28:33 main:574] : INFO : Epoch 2022 | loss: 0.0311459 | val_loss: 0.0311649 | Time: 4179.09 ms [2021-08-18 12:28:37 main:574] : INFO : Epoch 2023 | loss: 0.0311443 | val_loss: 0.0311633 | Time: 4255.85 ms [2021-08-18 12:28:41 main:574] : INFO : Epoch 2024 | loss: 0.0311439 | val_loss: 0.0311643 | Time: 4189.69 ms [2021-08-18 12:28:45 main:574] : INFO : Epoch 2025 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 4121.59 ms [2021-08-18 12:28:50 main:574] : INFO : Epoch 2026 | loss: 0.0311453 | val_loss: 0.031164 | Time: 4175.17 ms [2021-08-18 12:28:54 main:574] : INFO : Epoch 2027 | loss: 0.0311465 | val_loss: 0.0311628 | Time: 4193.85 ms [2021-08-18 12:28:58 main:574] : INFO : Epoch 2028 | loss: 0.0311447 | val_loss: 0.0311622 | Time: 4189.61 ms [2021-08-18 12:29:02 main:574] : INFO : Epoch 2029 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 4240.51 ms [2021-08-18 12:29:06 main:574] : INFO : Epoch 2030 | loss: 0.031144 | val_loss: 0.0311673 | Time: 4157.4 ms [2021-08-18 12:29:11 main:574] : INFO : Epoch 2031 | loss: 0.0311437 | val_loss: 0.0311617 | Time: 4196.34 ms [2021-08-18 12:29:15 main:574] : INFO : Epoch 2032 | loss: 0.0311428 | val_loss: 0.0311651 | Time: 4152.18 ms [2021-08-18 12:29:19 main:574] : INFO : Epoch 2033 | loss: 0.0311436 | val_loss: 0.0311633 | Time: 4343.2 ms [2021-08-18 12:29:23 main:574] : INFO : Epoch 2034 | loss: 0.0311424 | val_loss: 0.0311654 | Time: 4230.36 ms [2021-08-18 12:29:28 main:574] : INFO : Epoch 2035 | loss: 0.0311792 | val_loss: nan | Time: 4201.69 ms [2021-08-18 12:29:32 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 4281.64 ms [2021-08-18 12:29:36 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 4249.14 ms [2021-08-18 12:29:40 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 4152.84 ms [2021-08-18 12:29:45 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 4313.8 ms [2021-08-18 12:29:49 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 4135.79 ms [2021-08-18 12:29:53 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 4164.28 ms [2021-08-18 12:29:57 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 4193.89 ms [2021-08-18 12:30:01 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 4197.35 ms [2021-08-18 12:30:06 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 4199.82 ms [2021-08-18 12:30:10 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 4111.73 ms [2021-08-18 12:30:14 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 4242.09 ms [2021-08-18 12:30:18 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 4181.85 ms [2021-08-18 12:30:22 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 4223.41 ms [2021-08-18 12:30:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-08-18 12:30:22 main:603] : INFO : Saving end state to config to file [2021-08-18 12:30:22 main:608] : INFO : Success, exiting.. 12:30:22 (1548): 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)