Task 3745050
| Name | ParityModified-1611092279-27095-1_0 |
| Workunit | 1924477 |
| Created | 20 Jan 2021, 19:16:12 UTC |
| Sent | 21 Jan 2021, 15:10:40 UTC |
| Report deadline | 28 Jan 2021, 15:10:40 UTC |
| Received | 21 Jan 2021, 19:38:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 17 min 57 sec |
| CPU time | 2 hours 54 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 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: 0.0311237 | val_loss: 0.0311761 | Time: 5740.23 ms
[2021-01-21 09:49:03 main:574] : INFO : Epoch 1543 | loss: 0.0311235 | val_loss: 0.031175 | Time: 5752.34 ms
[2021-01-21 09:49:09 main:574] : INFO : Epoch 1544 | loss: 0.031124 | val_loss: 0.0311664 | Time: 5744.77 ms
[2021-01-21 09:49:15 main:574] : INFO : Epoch 1545 | loss: 0.0311247 | val_loss: 0.0311775 | Time: 5685.98 ms
[2021-01-21 09:49:21 main:574] : INFO : Epoch 1546 | loss: 0.0311282 | val_loss: 0.0311663 | Time: 5668.43 ms
[2021-01-21 09:49:26 main:574] : INFO : Epoch 1547 | loss: 0.0311263 | val_loss: 0.0311759 | Time: 5654.63 ms
[2021-01-21 09:49:32 main:574] : INFO : Epoch 1548 | loss: 0.0311269 | val_loss: 0.0311748 | Time: 5669.34 ms
[2021-01-21 09:49:38 main:574] : INFO : Epoch 1549 | loss: 0.0311235 | val_loss: 0.0311677 | Time: 5702.84 ms
[2021-01-21 09:49:44 main:574] : INFO : Epoch 1550 | loss: 0.0311249 | val_loss: 0.0311722 | Time: 5720.61 ms
[2021-01-21 09:49:49 main:574] : INFO : Epoch 1551 | loss: 0.0311252 | val_loss: 0.0311687 | Time: 5660.49 ms
[2021-01-21 09:49:55 main:574] : INFO : Epoch 1552 | loss: 0.0311244 | val_loss: 0.031166 | Time: 5680.67 ms
[2021-01-21 09:50:01 main:574] : INFO : Epoch 1553 | loss: 0.0311251 | val_loss: 0.0311728 | Time: 5721.55 ms
[2021-01-21 09:50:07 main:574] : INFO : Epoch 1554 | loss: 0.0311271 | val_loss: 0.0311637 | Time: 5674.74 ms
[2021-01-21 09:50:13 main:574] : INFO : Epoch 1555 | loss: 0.0311238 | val_loss: 0.0311707 | Time: 5747.57 ms
[2021-01-21 09:50:18 main:574] : INFO : Epoch 1556 | loss: 0.0311272 | val_loss: 0.0311705 | Time: 5771.83 ms
[2021-01-21 09:50:24 main:574] : INFO : Epoch 1557 | loss: 0.031126 | val_loss: 0.0311636 | Time: 5746.81 ms
[2021-01-21 09:50:30 main:574] : INFO : Epoch 1558 | loss: 0.0311248 | val_loss: 0.0311743 | Time: 5668.15 ms
[2021-01-21 09:50:36 main:574] : INFO : Epoch 1559 | loss: 0.0311244 | val_loss: 0.0311691 | Time: 5742.61 ms
[2021-01-21 09:50:42 main:574] : INFO : Epoch 1560 | loss: 0.0311236 | val_loss: 0.0311714 | Time: 5660.79 ms
[2021-01-21 09:50:47 main:574] : INFO : Epoch 1561 | loss: 0.0311246 | val_loss: 0.0311669 | Time: 5651.46 ms
[2021-01-21 09:50:53 main:574] : INFO : Epoch 1562 | loss: 0.0311243 | val_loss: 0.0311657 | Time: 5725.31 ms
[2021-01-21 09:50:59 main:574] : INFO : Epoch 1563 | loss: 0.0311245 | val_loss: 0.0311717 | Time: 5697.64 ms
[2021-01-21 09:51:05 main:574] : INFO : Epoch 1564 | loss: 0.0311236 | val_loss: 0.0311679 | Time: 5677.89 ms
[2021-01-21 09:51:10 main:574] : INFO : Epoch 1565 | loss: 0.0311232 | val_loss: 0.0311695 | Time: 5662.43 ms
[2021-01-21 09:51:16 main:574] : INFO : Epoch 1566 | loss: 0.031123 | val_loss: 0.0311668 | Time: 5662.59 ms
[2021-01-21 09:51:22 main:574] : INFO : Epoch 1567 | loss: 0.0311237 | val_loss: 0.0311655 | Time: 5721.46 ms
[2021-01-21 09:51:28 main:574] : INFO : Epoch 1568 | loss: 0.0311255 | val_loss: 0.0311733 | Time: 5667.44 ms
[2021-01-21 09:51:33 main:574] : INFO : Epoch 1569 | loss: 0.0311282 | val_loss: 0.0311654 | Time: 5654.77 ms
[2021-01-21 09:51:39 main:574] : INFO : Epoch 1570 | loss: 0.0311248 | val_loss: 0.0311662 | Time: 5766.18 ms
[2021-01-21 09:51:45 main:574] : INFO : Epoch 1571 | loss: 0.0311239 | val_loss: 0.0311637 | Time: 5717.83 ms
[2021-01-21 09:51:51 main:574] : INFO : Epoch 1572 | loss: 0.0311231 | val_loss: 0.0311651 | Time: 5729.92 ms
[2021-01-21 09:51:56 main:574] : INFO : Epoch 1573 | loss: 0.0311236 | val_loss: 0.0311731 | Time: 5679.87 ms
[2021-01-21 09:52:02 main:574] : INFO : Epoch 1574 | loss: 0.0311278 | val_loss: 0.0311675 | Time: 5667.29 ms
[2021-01-21 09:52:08 main:574] : INFO : Epoch 1575 | loss: 0.0311264 | val_loss: 0.0311728 | Time: 5697.69 ms
[2021-01-21 09:52:14 main:574] : INFO : Epoch 1576 | loss: 0.0311243 | val_loss: 0.0311714 | Time: 5658.6 ms
[2021-01-21 09:52:19 main:574] : INFO : Epoch 1577 | loss: 0.0311241 | val_loss: 0.0311657 | Time: 5673.41 ms
[2021-01-21 09:52:25 main:574] : INFO : Epoch 1578 | loss: 0.031123 | val_loss: 0.0311682 | Time: 5707.82 ms
[2021-01-21 09:52:31 main:574] : INFO : Epoch 1579 | loss: 0.031123 | val_loss: 0.0311672 | Time: 5671.62 ms
[2021-01-21 09:52:37 main:574] : INFO : Epoch 1580 | loss: 0.0311255 | val_loss: 0.0311642 | Time: 5709.01 ms
[2021-01-21 09:52:42 main:574] : INFO : Epoch 1581 | loss: 0.0311245 | val_loss: 0.0311678 | Time: 5671.7 ms
[2021-01-21 09:52:48 main:574] : INFO : Epoch 1582 | loss: 0.0311234 | val_loss: 0.0311667 | Time: 5746.86 ms
[2021-01-21 09:52:54 main:574] : INFO : Epoch 1583 | loss: 0.031124 | val_loss: 0.0311681 | Time: 5710.91 ms
[2021-01-21 09:53:00 main:574] : INFO : Epoch 1584 | loss: 0.0311253 | val_loss: 0.0311714 | Time: 5769.47 ms
[2021-01-21 09:53:06 main:574] : INFO : Epoch 1585 | loss: 0.0311232 | val_loss: 0.031165 | Time: 5665.55 ms
[2021-01-21 09:53:11 main:574] : INFO : Epoch 1586 | loss: 0.0311236 | val_loss: 0.0311694 | Time: 5710.22 ms
[2021-01-21 09:53:17 main:574] : INFO : Epoch 1587 | loss: 0.0311232 | val_loss: 0.0311634 | Time: 5695.73 ms
[2021-01-21 09:53:23 main:574] : INFO : Epoch 1588 | loss: 0.0311222 | val_loss: 0.0311741 | Time: 5709.7 ms
[2021-01-21 09:53:29 main:574] : INFO : Epoch 1589 | loss: 0.0311235 | val_loss: 0.0311637 | Time: 5755.65 ms
[2021-01-21 09:53:35 main:574] : INFO : Epoch 1590 | loss: 0.0311245 | val_loss: 0.0311718 | Time: 5679.64 ms
[2021-01-21 09:53:40 main:574] : INFO : Epoch 1591 | loss: 0.031124 | val_loss: 0.0311665 | Time: 5705.58 ms
[2021-01-21 09:53:46 main:574] : INFO : Epoch 1592 | loss: 0.0311242 | val_loss: 0.03117 | Time: 5711.39 ms
[2021-01-21 09:53:52 main:574] : INFO : Epoch 1593 | loss: 0.0311254 | val_loss: 0.0311707 | Time: 5715.19 ms
[2021-01-21 09:53:58 main:574] : INFO : Epoch 1594 | loss: 0.0311238 | val_loss: 0.0311669 | Time: 5684.24 ms
[2021-01-21 09:54:03 main:574] : INFO : Epoch 1595 | loss: 0.0311225 | val_loss: 0.0311676 | Time: 5720.35 ms
[2021-01-21 09:54:09 main:574] : INFO : Epoch 1596 | loss: 0.0311244 | val_loss: 0.031166 | Time: 5765.22 ms
[2021-01-21 09:54:15 main:574] : INFO : Epoch 1597 | loss: 0.0311271 | val_loss: 0.0311657 | Time: 5664.52 ms
[2021-01-21 09:54:21 main:574] : INFO : Epoch 1598 | loss: 0.0311266 | val_loss: 0.031157 | Time: 5694.55 ms
[2021-01-21 09:54:26 main:574] : INFO : Epoch 1599 | loss: 0.0311272 | val_loss: 0.0311601 | Time: 5652.83 ms
[2021-01-21 09:54:32 main:574] : INFO : Epoch 1600 | loss: 0.0311244 | val_loss: 0.0311635 | Time: 5651.48 ms
[2021-01-21 09:54:38 main:574] : INFO : Epoch 1601 | loss: 0.0311239 | val_loss: 0.0311617 | Time: 5693.06 ms
[2021-01-21 09:54:44 main:574] : INFO : Epoch 1602 | loss: 0.0311293 | val_loss: 0.0311699 | Time: 5729.27 ms
[2021-01-21 09:54:50 main:574] : INFO : Epoch 1603 | loss: 0.0311361 | val_loss: 0.0311673 | Time: 5717.25 ms
[2021-01-21 09:54:55 main:574] : INFO : Epoch 1604 | loss: 0.0311281 | val_loss: 0.0311694 | Time: 5697.59 ms
[2021-01-21 09:55:01 main:574] : INFO : Epoch 1605 | loss: 0.0311235 | val_loss: 0.0311644 | Time: 5661.75 ms
[2021-01-21 09:55:07 main:574] : INFO : Epoch 1606 | loss: 0.0311233 | val_loss: 0.0311684 | Time: 5713.47 ms
[2021-01-21 09:55:12 main:574] : INFO : Epoch 1607 | loss: 0.0311234 | val_loss: 0.0311637 | Time: 5666.01 ms
[2021-01-21 09:55:18 main:574] : INFO : Epoch 1608 | loss: 0.0311236 | val_loss: 0.0311658 | Time: 5731.37 ms
[2021-01-21 09:55:24 main:574] : INFO : Epoch 1609 | loss: 0.0311264 | val_loss: 0.0311707 | Time: 5688.16 ms
[2021-01-21 09:55:30 main:574] : INFO : Epoch 1610 | loss: 0.0311298 | val_loss: 0.0311793 | Time: 5656.61 ms
[2021-01-21 09:55:36 main:574] : INFO : Epoch 1611 | loss: 0.0311296 | val_loss: 0.0311788 | Time: 5756.92 ms
[2021-01-21 09:55:41 main:574] : INFO : Epoch 1612 | loss: 0.0311267 | val_loss: 0.0311658 | Time: 5670.27 ms
[2021-01-21 09:55:47 main:574] : INFO : Epoch 1613 | loss: 0.0311224 | val_loss: 0.0311663 | Time: 5716.46 ms
[2021-01-21 09:55:53 main:574] : INFO : Epoch 1614 | loss: 0.0311222 | val_loss: 0.0311685 | Time: 5690.76 ms
[2021-01-21 09:55:59 main:574] : INFO : Epoch 1615 | loss: 0.0311246 | val_loss: 0.0311655 | Time: 5688.46 ms
[2021-01-21 09:56:04 main:574] : INFO : Epoch 1616 | loss: 0.0311242 | val_loss: 0.0311667 | Time: 5723.75 ms
[2021-01-21 09:56:10 main:574] : INFO : Epoch 1617 | loss: 0.0311255 | val_loss: 0.0311817 | Time: 5676.65 ms
[2021-01-21 09:56:16 main:574] : INFO : Epoch 1618 | loss: 0.031129 | val_loss: 0.0311682 | Time: 5701.75 ms
[2021-01-21 09:56:22 main:574] : INFO : Epoch 1619 | loss: 0.0311234 | val_loss: 0.0311633 | Time: 5801.42 ms
[2021-01-21 09:56:28 main:574] : INFO : Epoch 1620 | loss: 0.0311264 | val_loss: 0.0311731 | Time: 5769.4 ms
[2021-01-21 09:56:33 main:574] : INFO : Epoch 1621 | loss: 0.0311273 | val_loss: 0.0311679 | Time: 5713.99 ms
[2021-01-21 09:56:39 main:574] : INFO : Epoch 1622 | loss: 0.0311232 | val_loss: 0.0311668 | Time: 5651.97 ms
[2021-01-21 09:56:45 main:574] : INFO : Epoch 1623 | loss: 0.0311232 | val_loss: 0.0311723 | Time: 5747.34 ms
[2021-01-21 09:56:51 main:574] : INFO : Epoch 1624 | loss: 0.031123 | val_loss: 0.0311691 | Time: 5749.59 ms
[2021-01-21 09:56:56 main:574] : INFO : Epoch 1625 | loss: 0.0311223 | val_loss: 0.0311719 | Time: 5725.26 ms
[2021-01-21 09:57:02 main:574] : INFO : Epoch 1626 | loss: 0.0311262 | val_loss: 0.0311655 | Time: 5695.47 ms
[2021-01-21 09:57:08 main:574] : INFO : Epoch 1627 | loss: 0.0311249 | val_loss: 0.0311758 | Time: 5652.71 ms
[2021-01-21 09:57:14 main:574] : INFO : Epoch 1628 | loss: 0.0311229 | val_loss: 0.0311678 | Time: 5754.62 ms
[2021-01-21 09:57:20 main:574] : INFO : Epoch 1629 | loss: 0.0311226 | val_loss: 0.0311715 | Time: 5698.63 ms
[2021-01-21 09:57:25 main:574] : INFO : Epoch 1630 | loss: 0.0311248 | val_loss: 0.0311711 | Time: 5686.71 ms
[2021-01-21 09:57:31 main:574] : INFO : Epoch 1631 | loss: 0.0311242 | val_loss: 0.031177 | Time: 5699.97 ms
[2021-01-21 09:57:37 main:574] : INFO : Epoch 1632 | loss: 0.0311236 | val_loss: 0.0311728 | Time: 5796.47 ms
[2021-01-21 09:57:43 main:574] : INFO : Epoch 1633 | loss: 0.0311245 | val_loss: 0.0311686 | Time: 5751.56 ms
[2021-01-21 09:57:49 main:574] : INFO : Epoch 1634 | loss: 0.0311229 | val_loss: 0.031165 | Time: 5714.59 ms
[2021-01-21 09:57:54 main:574] : INFO : Epoch 1635 | loss: 0.0311242 | val_loss: 0.0311684 | Time: 5666.89 ms
[2021-01-21 09:58:00 main:574] : INFO : Epoch 1636 | loss: 0.031124 | val_loss: 0.0311763 | Time: 5773.81 ms
[2021-01-21 09:58:06 main:574] : INFO : Epoch 1637 | loss: 0.031125 | val_loss: 0.0311699 | Time: 5724.03 ms
[2021-01-21 09:58:12 main:574] : INFO : Epoch 1638 | loss: 0.0311265 | val_loss: 0.0311709 | Time: 5699.04 ms
[2021-01-21 09:58:17 main:574] : INFO : Epoch 1639 | loss: 0.0311241 | val_loss: 0.031174 | Time: 5711.12 ms
[2021-01-21 09:58:23 main:574] : INFO : Epoch 1640 | loss: 0.031126 | val_loss: 0.0311721 | Time: 5675.48 ms
[2021-01-21 09:58:29 main:574] : INFO : Epoch 1641 | loss: 0.031123 | val_loss: 0.0311681 | Time: 5713.25 ms
[2021-01-21 09:58:35 main:574] : INFO : Epoch 1642 | loss: 0.0311252 | val_loss: 0.0311841 | Time: 5707.56 ms
[2021-01-21 09:58:41 main:574] : INFO : Epoch 1643 | loss: 0.0311264 | val_loss: 0.0311708 | Time: 5725.13 ms
[2021-01-21 09:58:47 main:574] : INFO : Epoch 1644 | loss: 0.0311242 | val_loss: 0.0311674 | Time: 5760.8 ms
[2021-01-21 09:58:52 main:574] : INFO : Epoch 1645 | loss: 0.0311262 | val_loss: 0.0311759 | Time: 5680.01 ms
[2021-01-21 09:58:58 main:574] : INFO : Epoch 1646 | loss: 0.0311283 | val_loss: 0.0311715 | Time: 5691.14 ms
[2021-01-21 09:59:04 main:574] : INFO : Epoch 1647 | loss: 0.0311231 | val_loss: 0.0311705 | Time: 5703.9 ms
[2021-01-21 09:59:10 main:574] : INFO : Epoch 1648 | loss: 0.0311221 | val_loss: 0.0311728 | Time: 5756.83 ms
[2021-01-21 09:59:15 main:574] : INFO : Epoch 1649 | loss: 0.031124 | val_loss: 0.0311784 | Time: 5723.71 ms
[2021-01-21 09:59:21 main:574] : INFO : Epoch 1650 | loss: 0.0311256 | val_loss: 0.0311692 | Time: 5680.74 ms
[2021-01-21 09:59:27 main:574] : INFO : Epoch 1651 | loss: 0.0311245 | val_loss: 0.0311635 | Time: 5719.6 ms
[2021-01-21 09:59:33 main:574] : INFO : Epoch 1652 | loss: 0.0311253 | val_loss: 0.0311756 | Time: 5677.98 ms
[2021-01-21 09:59:39 main:574] : INFO : Epoch 1653 | loss: 0.0311268 | val_loss: 0.0311697 | Time: 5718 ms
[2021-01-21 09:59:44 main:574] : INFO : Epoch 1654 | loss: 0.0311251 | val_loss: 0.0311644 | Time: 5745.26 ms
[2021-01-21 09:59:50 main:574] : INFO : Epoch 1655 | loss: 0.031125 | val_loss: 0.0311757 | Time: 5737.19 ms
[2021-01-21 09:59:56 main:574] : INFO : Epoch 1656 | loss: 0.0311258 | val_loss: 0.0311723 | Time: 5661.17 ms
[2021-01-21 10:00:02 main:574] : INFO : Epoch 1657 | loss: 0.0311238 | val_loss: 0.0311593 | Time: 5776.53 ms
[2021-01-21 10:00:08 main:574] : INFO : Epoch 1658 | loss: 0.0311249 | val_loss: 0.0311626 | Time: 5760.91 ms
[2021-01-21 10:00:13 main:574] : INFO : Epoch 1659 | loss: 0.0311261 | val_loss: 0.0311667 | Time: 5656.78 ms
[2021-01-21 10:00:19 main:574] : INFO : Epoch 1660 | loss: 0.0311229 | val_loss: 0.0311636 | Time: 5705.89 ms
[2021-01-21 10:00:25 main:574] : INFO : Epoch 1661 | loss: 0.0311231 | val_loss: 0.03117 | Time: 5709.78 ms
[2021-01-21 10:00:31 main:574] : INFO : Epoch 1662 | loss: 0.0311275 | val_loss: 0.0311683 | Time: 5677.76 ms
[2021-01-21 10:00:37 main:574] : INFO : Epoch 1663 | loss: 0.0311283 | val_loss: 0.0311633 | Time: 5723.05 ms
[2021-01-21 10:00:42 main:574] : INFO : Epoch 1664 | loss: 0.0311256 | val_loss: 0.0311654 | Time: 5691.46 ms
[2021-01-21 10:00:48 main:574] : INFO : Epoch 1665 | loss: 0.0311233 | val_loss: 0.03117 | Time: 5700.25 ms
[2021-01-21 10:00:54 main:574] : INFO : Epoch 1666 | loss: 0.0311242 | val_loss: 0.0311653 | Time: 5772.1 ms
[2021-01-21 10:01:00 main:574] : INFO : Epoch 1667 | loss: 0.0311233 | val_loss: 0.0311661 | Time: 5662.71 ms
[2021-01-21 10:01:05 main:574] : INFO : Epoch 1668 | loss: 0.0311253 | val_loss: 0.0311661 | Time: 5648.99 ms
[2021-01-21 10:01:11 main:574] : INFO : Epoch 1669 | loss: 0.0311229 | val_loss: 0.0311683 | Time: 5659.12 ms
[2021-01-21 10:01:17 main:574] : INFO : Epoch 1670 | loss: 0.0311234 | val_loss: 0.0311658 | Time: 5672.23 ms
[2021-01-21 10:01:23 main:574] : INFO : Epoch 1671 | loss: 0.031123 | val_loss: 0.0311718 | Time: 5663.69 ms
[2021-01-21 10:01:28 main:574] : INFO : Epoch 1672 | loss: 0.0311236 | val_loss: 0.0311637 | Time: 5660.15 ms
[2021-01-21 10:01:34 main:574] : INFO : Epoch 1673 | loss: 0.0311245 | val_loss: 0.0311651 | Time: 5651.58 ms
[2021-01-21 10:01:40 main:574] : INFO : Epoch 1674 | loss: 0.0311243 | val_loss: 0.031171 | Time: 5663.94 ms
[2021-01-21 10:01:46 main:574] : INFO : Epoch 1675 | loss: 0.0311222 | val_loss: 0.0311691 | Time: 5701.51 ms
[2021-01-21 10:01:51 main:574] : INFO : Epoch 1676 | loss: 0.0311263 | val_loss: 0.0311673 | Time: 5653.47 ms
[2021-01-21 10:01:57 main:574] : INFO : Epoch 1677 | loss: 0.031123 | val_loss: 0.0311692 | Time: 5657.26 ms
[2021-01-21 10:02:03 main:574] : INFO : Epoch 1678 | loss: 0.0311247 | val_loss: 0.0311585 | Time: 5652.68 ms
[2021-01-21 10:02:09 main:574] : INFO : Epoch 1679 | loss: 0.0311284 | val_loss: 0.0311657 | Time: 5668.01 ms
[2021-01-21 10:02:14 main:574] : INFO : Epoch 1680 | loss: 0.0311309 | val_loss: 0.0311684 | Time: 5753.62 ms
[2021-01-21 10:02:20 main:574] : INFO : Epoch 1681 | loss: 0.03113 | val_loss: 0.0311656 | Time: 5660.49 ms
[2021-01-21 10:02:26 main:574] : INFO : Epoch 1682 | loss: 0.0311272 | val_loss: 0.031163 | Time: 5766.47 ms
[2021-01-21 10:02:32 main:574] : INFO : Epoch 1683 | loss: 0.0311243 | val_loss: 0.031162 | Time: 5752.01 ms
[2021-01-21 10:02:38 main:574] : INFO : Epoch 1684 | loss: 0.0311245 | val_loss: 0.0311689 | Time: 5719.29 ms
[2021-01-21 10:02:43 main:574] : INFO : Epoch 1685 | loss: 0.0311239 | val_loss: 0.0311625 | Time: 5674.48 ms
[2021-01-21 10:02:49 main:574] : INFO : Epoch 1686 | loss: 0.031124 | val_loss: 0.0311626 | Time: 5730.27 ms
[2021-01-21 10:02:55 main:574] : INFO : Epoch 1687 | loss: 0.0311241 | val_loss: 0.0311625 | Time: 5749.18 ms
[2021-01-21 10:03:01 main:574] : INFO : Epoch 1688 | loss: 0.0311251 | val_loss: 0.0311618 | Time: 5761.88 ms
[2021-01-21 10:03:07 main:574] : INFO : Epoch 1689 | loss: 0.0311246 | val_loss: 0.0311682 | Time: 5761.56 ms
[2021-01-21 10:03:12 main:574] : INFO : Epoch 1690 | loss: 0.0311253 | val_loss: 0.0311638 | Time: 5690.2 ms
[2021-01-21 10:03:18 main:574] : INFO : Epoch 1691 | loss: 0.0311269 | val_loss: 0.0311648 | Time: 5713.51 ms
[2021-01-21 10:03:24 main:574] : INFO : Epoch 1692 | loss: 0.0311244 | val_loss: 0.0311687 | Time: 5715.11 ms
[2021-01-21 10:03:30 main:574] : INFO : Epoch 1693 | loss: 0.0311236 | val_loss: 0.0311712 | Time: 5759.51 ms
[2021-01-21 10:03:36 main:574] : INFO : Epoch 1694 | loss: 0.0311241 | val_loss: 0.0311774 | Time: 5738.39 ms
[2021-01-21 10:03:41 main:574] : INFO : Epoch 1695 | loss: 0.0311274 | val_loss: 0.0311786 | Time: 5716.13 ms
[2021-01-21 10:03:47 main:574] : INFO : Epoch 1696 | loss: 0.0311233 | val_loss: 0.0311773 | Time: 5680.67 ms
[2021-01-21 10:03:53 main:574] : INFO : Epoch 1697 | loss: 0.031123 | val_loss: 0.0311787 | Time: 5656.76 ms
[2021-01-21 10:03:59 main:574] : INFO : Epoch 1698 | loss: 0.0311226 | val_loss: 0.0311751 | Time: 5707.66 ms
[2021-01-21 10:04:04 main:574] : INFO : Epoch 1699 | loss: 0.0311243 | val_loss: 0.0311844 | Time: 5697.34 ms
[2021-01-21 10:04:10 main:574] : INFO : Epoch 1700 | loss: 0.0311225 | val_loss: 0.0311674 | Time: 5755.15 ms
[2021-01-21 10:04:16 main:574] : INFO : Epoch 1701 | loss: 0.0311246 | val_loss: 0.0311749 | Time: 5711.31 ms
[2021-01-21 10:04:22 main:574] : INFO : Epoch 1702 | loss: 0.031123 | val_loss: 0.0311705 | Time: 5665.41 ms
[2021-01-21 10:04:28 main:574] : INFO : Epoch 1703 | loss: 0.0311239 | val_loss: 0.0311756 | Time: 5777.91 ms
[2021-01-21 10:04:33 main:574] : INFO : Epoch 1704 | loss: 0.0311223 | val_loss: 0.0311726 | Time: 5678.02 ms
[2021-01-21 10:04:39 main:574] : INFO : Epoch 1705 | loss: 0.0311231 | val_loss: 0.0311706 | Time: 5685.86 ms
[2021-01-21 10:04:45 main:574] : INFO : Epoch 1706 | loss: 0.031123 | val_loss: 0.0311742 | Time: 5737.91 ms
[2021-01-21 10:04:51 main:574] : INFO : Epoch 1707 | loss: 0.031122 | val_loss: 0.0311694 | Time: 5700.06 ms
[2021-01-21 10:04:56 main:574] : INFO : Epoch 1708 | loss: 0.0311246 | val_loss: 0.0311734 | Time: 5697.94 ms
[2021-01-21 10:05:02 main:574] : INFO : Epoch 1709 | loss: 0.0311272 | val_loss: 0.0311627 | Time: 5715.78 ms
[2021-01-21 10:05:08 main:574] : INFO : Epoch 1710 | loss: 0.0311245 | val_loss: 0.031168 | Time: 5701.69 ms
[2021-01-21 10:05:14 main:574] : INFO : Epoch 1711 | loss: 0.0311228 | val_loss: 0.0311718 | Time: 5668.07 ms
[2021-01-21 10:05:19 main:574] : INFO : Epoch 1712 | loss: 0.031123 | val_loss: 0.03117 | Time: 5720.73 ms
[2021-01-21 10:05:25 main:574] : INFO : Epoch 1713 | loss: 0.0311245 | val_loss: 0.031176 | Time: 5672.01 ms
[2021-01-21 10:05:31 main:574] : INFO : Epoch 1714 | loss: 0.0311239 | val_loss: 0.0311691 | Time: 5706.04 ms
[2021-01-21 10:05:37 main:574] : INFO : Epoch 1715 | loss: 0.0311228 | val_loss: 0.0311767 | Time: 5673.02 ms
[2021-01-21 10:05:43 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0311794 | Time: 5723.39 ms
[2021-01-21 10:05:48 main:574] : INFO : Epoch 1717 | loss: 0.0311242 | val_loss: 0.0311651 | Time: 5695.54 ms
[2021-01-21 10:05:54 main:574] : INFO : Epoch 1718 | loss: 0.0311229 | val_loss: 0.0311767 | Time: 5809.22 ms
[2021-01-21 10:06:00 main:574] : INFO : Epoch 1719 | loss: 0.0311235 | val_loss: 0.0311678 | Time: 5695.33 ms
[2021-01-21 10:06:06 main:574] : INFO : Epoch 1720 | loss: 0.0311234 | val_loss: 0.0311717 | Time: 5713.27 ms
[2021-01-21 10:06:11 main:574] : INFO : Epoch 1721 | loss: 0.0311219 | val_loss: 0.0311712 | Time: 5678.27 ms
[2021-01-21 10:06:17 main:574] : INFO : Epoch 1722 | loss: 0.0311223 | val_loss: 0.0311761 | Time: 5733.01 ms
[2021-01-21 10:06:23 main:574] : INFO : Epoch 1723 | loss: 0.0311222 | val_loss: 0.0311673 | Time: 5732.43 ms
[2021-01-21 10:06:29 main:574] : INFO : Epoch 1724 | loss: 0.0311237 | val_loss: 0.0311748 | Time: 5765.87 ms
[2021-01-21 10:06:35 main:574] : INFO : Epoch 1725 | loss: 0.0311229 | val_loss: 0.0311695 | Time: 5658.66 ms
[2021-01-21 10:06:40 main:574] : INFO : Epoch 1726 | loss: 0.0311244 | val_loss: 0.0311899 | Time: 5673.32 ms
[2021-01-21 10:06:46 main:574] : INFO : Epoch 1727 | loss: 0.0312202 | val_loss: 0.0332364 | Time: 5718.82 ms
[2021-01-21 10:06:52 main:574] : INFO : Epoch 1728 | loss: 0.0378765 | val_loss: 0.0348306 | Time: 5709.64 ms
[2021-01-21 10:06:58 main:574] : INFO : Epoch 1729 | loss: 0.0350446 | val_loss: 0.0316169 | Time: 5732.47 ms
[2021-01-21 10:07:03 main:574] : INFO : Epoch 1730 | loss: 0.0315591 | val_loss: 0.0312355 | Time: 5696.8 ms
[2021-01-21 10:07:09 main:574] : INFO : Epoch 1731 | loss: 0.0312221 | val_loss: 0.0311984 | Time: 5759.15 ms
[2021-01-21 10:07:15 main:574] : INFO : Epoch 1732 | loss: 0.0311599 | val_loss: 0.0311624 | Time: 5720.64 ms
[2021-01-21 10:07:21 main:574] : INFO : Epoch 1733 | loss: 0.0311409 | val_loss: 0.0311552 | Time: 5751.08 ms
[2021-01-21 10:07:27 main:574] : INFO : Epoch 1734 | loss: 0.0311358 | val_loss: 0.0311559 | Time: 5735.15 ms
[2021-01-21 10:07:32 main:574] : INFO : Epoch 1735 | loss: 0.0311353 | val_loss: 0.0311533 | Time: 5655.45 ms
[2021-01-21 10:07:38 main:574] : INFO : Epoch 1736 | loss: 0.0311336 | val_loss: 0.0311524 | Time: 5663.33 ms
[2021-01-21 10:07:44 main:574] : INFO : Epoch 1737 | loss: 0.0311341 | val_loss: 0.0311516 | Time: 5673.74 ms
[2021-01-21 10:07:50 main:574] : INFO : Epoch 1738 | loss: 0.0311329 | val_loss: 0.0311523 | Time: 5748.45 ms
[2021-01-21 10:07:55 main:574] : INFO : Epoch 1739 | loss: 0.0311336 | val_loss: 0.0311521 | Time: 5682.77 ms
[2021-01-21 10:08:01 main:574] : INFO : Epoch 1740 | loss: 0.0311326 | val_loss: 0.0311542 | Time: 5684.23 ms
[2021-01-21 10:08:07 main:574] : INFO : Epoch 1741 | loss: 0.0311331 | val_loss: 0.0311534 | Time: 5747.48 ms
[2021-01-21 10:08:13 main:574] : INFO : Epoch 1742 | loss: 0.0311322 | val_loss: 0.0311509 | Time: 5738.75 ms
[2021-01-21 10:08:19 main:574] : INFO : Epoch 1743 | loss: 0.0311314 | val_loss: 0.0311513 | Time: 5695.84 ms
[2021-01-21 10:08:24 main:574] : INFO : Epoch 1744 | loss: 0.0311317 | val_loss: 0.0311508 | Time: 5670.03 ms
[2021-01-21 10:08:30 main:574] : INFO : Epoch 1745 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 5735.17 ms
[2021-01-21 10:08:36 main:574] : INFO : Epoch 1746 | loss: 0.0311315 | val_loss: 0.0311507 | Time: 5793.48 ms
[2021-01-21 10:08:42 main:574] : INFO : Epoch 1747 | loss: 0.031132 | val_loss: 0.0311531 | Time: 5657.39 ms
[2021-01-21 10:08:47 main:574] : INFO : Epoch 1748 | loss: 0.031134 | val_loss: 0.0311526 | Time: 5667.57 ms
[2021-01-21 10:08:53 main:574] : INFO : Epoch 1749 | loss: 0.0311314 | val_loss: 0.0311517 | Time: 5713.76 ms
[2021-01-21 10:08:59 main:574] : INFO : Epoch 1750 | loss: 0.0311309 | val_loss: 0.0311518 | Time: 5697.79 ms
[2021-01-21 10:09:05 main:574] : INFO : Epoch 1751 | loss: 0.0311309 | val_loss: 0.0311507 | Time: 5731.24 ms
[2021-01-21 10:09:11 main:574] : INFO : Epoch 1752 | loss: 0.0311302 | val_loss: 0.0311509 | Time: 5765.06 ms
[2021-01-21 10:09:16 main:574] : INFO : Epoch 1753 | loss: 0.0311301 | val_loss: 0.0311526 | Time: 5767.52 ms
[2021-01-21 10:09:22 main:574] : INFO : Epoch 1754 | loss: 0.0311302 | val_loss: 0.0311527 | Time: 5704.01 ms
[2021-01-21 10:09:28 main:574] : INFO : Epoch 1755 | loss: 0.0311307 | val_loss: 0.0311525 | Time: 5656.08 ms
[2021-01-21 10:09:34 main:574] : INFO : Epoch 1756 | loss: 0.0311312 | val_loss: 0.0311513 | Time: 5716.45 ms
[2021-01-21 10:09:39 main:574] : INFO : Epoch 1757 | loss: 0.0311305 | val_loss: 0.031154 | Time: 5770.85 ms
[2021-01-21 10:09:45 main:574] : INFO : Epoch 1758 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 5656.88 ms
[2021-01-21 10:09:51 main:574] : INFO : Epoch 1759 | loss: 0.0311309 | val_loss: 0.0311532 | Time: 5753.52 ms
[2021-01-21 10:09:57 main:574] : INFO : Epoch 1760 | loss: 0.0311303 | val_loss: 0.0311519 | Time: 5720.99 ms
[2021-01-21 10:10:03 main:574] : INFO : Epoch 1761 | loss: 0.0311321 | val_loss: 0.0311511 | Time: 5673.32 ms
[2021-01-21 10:10:08 main:574] : INFO : Epoch 1762 | loss: 0.0311302 | val_loss: 0.0311531 | Time: 5747.7 ms
[2021-01-21 10:10:14 main:574] : INFO : Epoch 1763 | loss: 0.0311297 | val_loss: 0.0311518 | Time: 5700.3 ms
[2021-01-21 10:10:20 main:574] : INFO : Epoch 1764 | loss: 0.0311297 | val_loss: 0.031153 | Time: 5663 ms
[2021-01-21 10:10:26 main:574] : INFO : Epoch 1765 | loss: 0.03113 | val_loss: 0.0311515 | Time: 5711.97 ms
[2021-01-21 10:10:31 main:574] : INFO : Epoch 1766 | loss: 0.031131 | val_loss: 0.0311551 | Time: 5662.68 ms
[2021-01-21 10:10:37 main:574] : INFO : Epoch 1767 | loss: 0.0311298 | val_loss: 0.0311516 | Time: 5740.93 ms
[2021-01-21 10:10:43 main:574] : INFO : Epoch 1768 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 5701.21 ms
[2021-01-21 10:10:49 main:574] : INFO : Epoch 1769 | loss: 0.0311296 | val_loss: 0.0311516 | Time: 5661.35 ms
[2021-01-21 10:10:55 main:574] : INFO : Epoch 1770 | loss: 0.0311302 | val_loss: 0.0311534 | Time: 5757.7 ms
[2021-01-21 10:11:00 main:574] : INFO : Epoch 1771 | loss: 0.0311294 | val_loss: 0.031154 | Time: 5661.33 ms
[2021-01-21 10:11:06 main:574] : INFO : Epoch 1772 | loss: 0.031129 | val_loss: 0.031152 | Time: 5745.22 ms
[2021-01-21 10:11:12 main:574] : INFO : Epoch 1773 | loss: 0.0311292 | val_loss: 0.0311525 | Time: 5773.72 ms
[2021-01-21 10:11:18 main:574] : INFO : Epoch 1774 | loss: 0.0311292 | val_loss: 0.0311537 | Time: 5724.72 ms
[2021-01-21 10:11:24 main:574] : INFO : Epoch 1775 | loss: 0.031129 | val_loss: 0.0311529 | Time: 5773.15 ms
[2021-01-21 10:11:29 main:574] : INFO : Epoch 1776 | loss: 0.0311292 | val_loss: 0.0311526 | Time: 5729.08 ms
[2021-01-21 10:11:35 main:574] : INFO : Epoch 1777 | loss: 0.0311295 | val_loss: 0.0311556 | Time: 5699.26 ms
[2021-01-21 10:11:41 main:574] : INFO : Epoch 1778 | loss: 0.0311301 | val_loss: 0.0311566 | Time: 5787.66 ms
[2021-01-21 10:11:47 main:574] : INFO : Epoch 1779 | loss: 0.0311294 | val_loss: 0.0311546 | Time: 5654.78 ms
[2021-01-21 10:11:53 main:574] : INFO : Epoch 1780 | loss: 0.0311288 | val_loss: 0.0311537 | Time: 5662.44 ms
[2021-01-21 10:11:58 main:574] : INFO : Epoch 1781 | loss: 0.0311285 | val_loss: 0.031154 | Time: 5702.98 ms
[2021-01-21 10:12:04 main:574] : INFO : Epoch 1782 | loss: 0.0311285 | val_loss: 0.0311548 | Time: 5701.12 ms
[2021-01-21 10:12:10 main:574] : INFO : Epoch 1783 | loss: 0.0311281 | val_loss: 0.031155 | Time: 5709.15 ms
[2021-01-21 10:12:16 main:574] : INFO : Epoch 1784 | loss: 0.0311278 | val_loss: 0.0311549 | Time: 5649.68 ms
[2021-01-21 10:12:21 main:574] : INFO : Epoch 1785 | loss: 0.0311297 | val_loss: 0.0311585 | Time: 5684.57 ms
[2021-01-21 10:12:27 main:574] : INFO : Epoch 1786 | loss: 0.0311318 | val_loss: 0.0311581 | Time: 5701.32 ms
[2021-01-21 10:12:33 main:574] : INFO : Epoch 1787 | loss: 0.0311278 | val_loss: 0.0311572 | Time: 5721.24 ms
[2021-01-21 10:12:39 main:574] : INFO : Epoch 1788 | loss: 0.0311281 | val_loss: 0.0311558 | Time: 5756.81 ms
[2021-01-21 10:12:44 main:574] : INFO : Epoch 1789 | loss: 0.031128 | val_loss: 0.0311563 | Time: 5667.87 ms
[2021-01-21 10:12:50 main:574] : INFO : Epoch 1790 | loss: 0.0311274 | val_loss: 0.0311562 | Time: 5662.9 ms
[2021-01-21 10:12:56 main:574] : INFO : Epoch 1791 | loss: 0.0311273 | val_loss: 0.0311563 | Time: 5663.15 ms
[2021-01-21 10:13:02 main:574] : INFO : Epoch 1792 | loss: 0.0311275 | val_loss: 0.0311572 | Time: 5773.36 ms
[2021-01-21 10:13:08 main:574] : INFO : Epoch 1793 | loss: 0.0311282 | val_loss: 0.0311591 | Time: 5687.69 ms
[2021-01-21 10:13:13 main:574] : INFO : Epoch 1794 | loss: 0.0311272 | val_loss: 0.0311581 | Time: 5726.48 ms
[2021-01-21 10:13:19 main:574] : INFO : Epoch 1795 | loss: 0.0311274 | val_loss: 0.0311586 | Time: 5760.66 ms
[2021-01-21 10:13:25 main:574] : INFO : Epoch 1796 | loss: 0.0311276 | val_loss: 0.0311595 | Time: 5668.03 ms
[2021-01-21 10:13:31 main:574] : INFO : Epoch 1797 | loss: 0.0311272 | val_loss: 0.0311615 | Time: 5653.57 ms
[2021-01-21 10:13:37 main:574] : INFO : Epoch 1798 | loss: 0.0311277 | val_loss: 0.0311579 | Time: 5748.46 ms
[2021-01-21 10:13:42 main:574] : INFO : Epoch 1799 | loss: 0.0311268 | val_loss: 0.0311579 | Time: 5662.59 ms
[2021-01-21 10:13:48 main:574] : INFO : Epoch 1800 | loss: 0.0311274 | val_loss: 0.0311587 | Time: 5767.12 ms
[2021-01-21 10:13:54 main:574] : INFO : Epoch 1801 | loss: 0.0311272 | val_loss: 0.0311589 | Time: 5672.67 ms
[2021-01-21 10:14:00 main:574] : INFO : Epoch 1802 | loss: 0.0311284 | val_loss: 0.0311587 | Time: 5704.61 ms
[2021-01-21 10:14:05 main:574] : INFO : Epoch 1803 | loss: 0.0311281 | val_loss: 0.0311581 | Time: 5731.03 ms
[2021-01-21 10:14:11 main:574] : INFO : Epoch 1804 | loss: 0.0311274 | val_loss: 0.0311603 | Time: 5722.05 ms
[2021-01-21 10:14:17 main:574] : INFO : Epoch 1805 | loss: 0.0311269 | val_loss: 0.0311585 | Time: 5707.96 ms
[2021-01-21 10:14:23 main:574] : INFO : Epoch 1806 | loss: 0.0311263 | val_loss: 0.0311577 | Time: 5787.27 ms
[2021-01-21 10:14:29 main:574] : INFO : Epoch 1807 | loss: 0.0311264 | val_loss: 0.0311599 | Time: 5732.8 ms
[2021-01-21 10:14:34 main:574] : INFO : Epoch 1808 | loss: 0.0311285 | val_loss: 0.0311606 | Time: 5729.38 ms
[2021-01-21 10:14:40 main:574] : INFO : Epoch 1809 | loss: 0.0311294 | val_loss: 0.0311606 | Time: 5678.58 ms
[2021-01-21 10:14:46 main:574] : INFO : Epoch 1810 | loss: 0.0311281 | val_loss: 0.0311599 | Time: 5715.23 ms
[2021-01-21 10:14:52 main:574] : INFO : Epoch 1811 | loss: 0.0311282 | val_loss: 0.0311566 | Time: 5830.72 ms
[2021-01-21 10:14:58 main:574] : INFO : Epoch 1812 | loss: 0.031127 | val_loss: 0.031158 | Time: 5711.5 ms
[2021-01-21 10:15:03 main:574] : INFO : Epoch 1813 | loss: 0.0311264 | val_loss: 0.0311595 | Time: 5685.65 ms
[2021-01-21 10:15:09 main:574] : INFO : Epoch 1814 | loss: 0.0311273 | val_loss: 0.0311575 | Time: 5660.84 ms
[2021-01-21 10:15:15 main:574] : INFO : Epoch 1815 | loss: 0.0311282 | val_loss: 0.0311591 | Time: 5660.48 ms
[2021-01-21 10:15:21 main:574] : INFO : Epoch 1816 | loss: 0.0311279 | val_loss: 0.0311609 | Time: 5712.09 ms
[2021-01-21 10:15:27 main:574] : INFO : Epoch 1817 | loss: 0.0311279 | val_loss: 0.0311574 | Time: 5753.8 ms
[2021-01-21 10:15:32 main:574] : INFO : Epoch 1818 | loss: 0.0311289 | val_loss: 0.0311576 | Time: 5683.58 ms
[2021-01-21 10:15:38 main:574] : INFO : Epoch 1819 | loss: 0.0311264 | val_loss: 0.031162 | Time: 5689.93 ms
[2021-01-21 10:15:44 main:574] : INFO : Epoch 1820 | loss: 0.0311287 | val_loss: 0.0311572 | Time: 5699.27 ms
[2021-01-21 10:15:50 main:574] : INFO : Epoch 1821 | loss: 0.0311282 | val_loss: 0.0311579 | Time: 5702.09 ms
[2021-01-21 10:15:55 main:574] : INFO : Epoch 1822 | loss: 0.0311278 | val_loss: 0.0311582 | Time: 5658.59 ms
[2021-01-21 10:16:01 main:574] : INFO : Epoch 1823 | loss: 0.0311282 | val_loss: 0.0311627 | Time: 5702.69 ms
[2021-01-21 10:16:07 main:574] : INFO : Epoch 1824 | loss: 0.0311287 | val_loss: 0.0311579 | Time: 5797 ms
[2021-01-21 10:16:13 main:574] : INFO : Epoch 1825 | loss: 0.0311264 | val_loss: 0.0311564 | Time: 5675.29 ms
[2021-01-21 10:16:18 main:574] : INFO : Epoch 1826 | loss: 0.0311262 | val_loss: 0.0311567 | Time: 5737.13 ms
[2021-01-21 10:16:24 main:574] : INFO : Epoch 1827 | loss: 0.0311265 | val_loss: 0.03116 | Time: 5712.6 ms
[2021-01-21 10:16:30 main:574] : INFO : Epoch 1828 | loss: 0.0311276 | val_loss: 0.0311583 | Time: 5676.31 ms
[2021-01-21 10:16:36 main:574] : INFO : Epoch 1829 | loss: 0.0311264 | val_loss: 0.0311575 | Time: 5696.62 ms
[2021-01-21 10:16:41 main:574] : INFO : Epoch 1830 | loss: 0.0311265 | val_loss: 0.0311591 | Time: 5659.07 ms
[2021-01-21 10:16:47 main:574] : INFO : Epoch 1831 | loss: 0.0311259 | val_loss: 0.0311577 | Time: 5691.74 ms
[2021-01-21 10:16:53 main:574] : INFO : Epoch 1832 | loss: 0.0311256 | val_loss: 0.0311565 | Time: 5742.04 ms
[2021-01-21 10:16:59 main:574] : INFO : Epoch 1833 | loss: 0.0311264 | val_loss: 0.0311626 | Time: 5739.88 ms
[2021-01-21 10:17:05 main:574] : INFO : Epoch 1834 | loss: 0.031127 | val_loss: 0.0311583 | Time: 5747.48 ms
[2021-01-21 10:17:10 main:574] : INFO : Epoch 1835 | loss: 0.0311265 | val_loss: 0.0311592 | Time: 5720.5 ms
[2021-01-21 10:17:16 main:574] : INFO : Epoch 1836 | loss: 0.0311293 | val_loss: 0.031159 | Time: 5781.29 ms
[2021-01-21 10:17:22 main:574] : INFO : Epoch 1837 | loss: 0.0311279 | val_loss: 0.0311563 | Time: 5669.98 ms
[2021-01-21 10:17:28 main:574] : INFO : Epoch 1838 | loss: 0.0311294 | val_loss: 0.0311576 | Time: 5699.47 ms
[2021-01-21 10:17:34 main:574] : INFO : Epoch 1839 | loss: 0.0311266 | val_loss: 0.0311594 | Time: 5711.59 ms
[2021-01-21 10:17:39 main:574] : INFO : Epoch 1840 | loss: 0.0311262 | val_loss: 0.0311579 | Time: 5667.92 ms
[2021-01-21 10:17:45 main:574] : INFO : Epoch 1841 | loss: 0.0311255 | val_loss: 0.0311599 | Time: 5691.99 ms
[2021-01-21 10:17:51 main:574] : INFO : Epoch 1842 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 5723.42 ms
[2021-01-21 10:17:57 main:574] : INFO : Epoch 1843 | loss: 0.0311306 | val_loss: 0.0311581 | Time: 5668.29 ms
[2021-01-21 10:18:02 main:574] : INFO : Epoch 1844 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 5653.94 ms
[2021-01-21 10:18:08 main:574] : INFO : Epoch 1845 | loss: 0.0311257 | val_loss: 0.0311602 | Time: 5681.89 ms
[2021-01-21 10:18:14 main:574] : INFO : Epoch 1846 | loss: 0.0311255 | val_loss: 0.0311587 | Time: 5726.19 ms
[2021-01-21 10:18:20 main:574] : INFO : Epoch 1847 | loss: 0.0311274 | val_loss: 0.0311637 | Time: 5656.72 ms
[2021-01-21 10:18:25 main:574] : INFO : Epoch 1848 | loss: 0.0311274 | val_loss: 0.0311576 | Time: 5714.26 ms
[2021-01-21 10:18:31 main:574] : INFO : Epoch 1849 | loss: 0.0311265 | val_loss: 0.0311585 | Time: 5709.5 ms
[2021-01-21 10:18:37 main:574] : INFO : Epoch 1850 | loss: 0.0311269 | val_loss: 0.0311658 | Time: 5748.6 ms
[2021-01-21 10:18:43 main:574] : INFO : Epoch 1851 | loss: 0.0311264 | val_loss: 0.0311574 | Time: 5730.16 ms
[2021-01-21 10:18:48 main:574] : INFO : Epoch 1852 | loss: 0.0311252 | val_loss: 0.0311597 | Time: 5668.38 ms
[2021-01-21 10:18:54 main:574] : INFO : Epoch 1853 | loss: 0.0311255 | val_loss: 0.0311584 | Time: 5702.69 ms
[2021-01-21 10:19:00 main:574] : INFO : Epoch 1854 | loss: 0.0311271 | val_loss: 0.0311601 | Time: 5732.74 ms
[2021-01-21 10:19:06 main:574] : INFO : Epoch 1855 | loss: 0.0311265 | val_loss: 0.031157 | Time: 5741.03 ms
[2021-01-21 10:19:11 main:574] : INFO : Epoch 1856 | loss: 0.0311263 | val_loss: 0.031159 | Time: 5652.14 ms
[2021-01-21 10:19:17 main:574] : INFO : Epoch 1857 | loss: 0.0311271 | val_loss: 0.0311576 | Time: 5685.54 ms
[2021-01-21 10:19:23 main:574] : INFO : Epoch 1858 | loss: 0.0311266 | val_loss: 0.0311609 | Time: 5677.88 ms
[2021-01-21 10:19:29 main:574] : INFO : Epoch 1859 | loss: 0.0311292 | val_loss: 0.0311616 | Time: 5793.67 ms
[2021-01-21 10:19:35 main:574] : INFO : Epoch 1860 | loss: 0.0311263 | val_loss: 0.0311586 | Time: 5713.98 ms
[2021-01-21 10:19:40 main:574] : INFO : Epoch 1861 | loss: 0.0311273 | val_loss: 0.0311577 | Time: 5726.18 ms
[2021-01-21 10:19:46 main:574] : INFO : Epoch 1862 | loss: 0.0311252 | val_loss: 0.0311598 | Time: 5707.27 ms
[2021-01-21 10:19:52 main:574] : INFO : Epoch 1863 | loss: 0.0311276 | val_loss: 0.0311594 | Time: 5663.51 ms
[2021-01-21 10:19:58 main:574] : INFO : Epoch 1864 | loss: 0.0311266 | val_loss: 0.03116 | Time: 5664.22 ms
[2021-01-21 10:20:03 main:574] : INFO : Epoch 1865 | loss: 0.0311249 | val_loss: 0.0311588 | Time: 5730.59 ms
[2021-01-21 10:20:09 main:574] : INFO : Epoch 1866 | loss: 0.0311252 | val_loss: 0.031159 | Time: 5744 ms
[2021-01-21 10:20:15 main:574] : INFO : Epoch 1867 | loss: 0.031126 | val_loss: 0.0311599 | Time: 5671.89 ms
[2021-01-21 10:20:21 main:574] : INFO : Epoch 1868 | loss: 0.0311273 | val_loss: 0.0311595 | Time: 5678.75 ms
[2021-01-21 10:20:26 main:574] : INFO : Epoch 1869 | loss: 0.03113 | val_loss: 0.0311625 | Time: 5678.87 ms
[2021-01-21 10:20:32 main:574] : INFO : Epoch 1870 | loss: 0.0311267 | val_loss: 0.0311606 | Time: 5770.74 ms
[2021-01-21 10:20:38 main:574] : INFO : Epoch 1871 | loss: 0.0311256 | val_loss: 0.0311616 | Time: 5710.49 ms
[2021-01-21 10:20:44 main:574] : INFO : Epoch 1872 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 5668.05 ms
[2021-01-21 10:20:50 main:574] : INFO : Epoch 1873 | loss: 0.0311311 | val_loss: 0.0311575 | Time: 5794.3 ms
[2021-01-21 10:20:55 main:574] : INFO : Epoch 1874 | loss: 0.0311298 | val_loss: 0.0311562 | Time: 5665.11 ms
[2021-01-21 10:21:01 main:574] : INFO : Epoch 1875 | loss: 0.0311269 | val_loss: 0.031158 | Time: 5734.21 ms
[2021-01-21 10:21:07 main:574] : INFO : Epoch 1876 | loss: 0.0311268 | val_loss: 0.0311646 | Time: 5664.78 ms
[2021-01-21 10:21:13 main:574] : INFO : Epoch 1877 | loss: 0.031126 | val_loss: 0.0311588 | Time: 5698.74 ms
[2021-01-21 10:21:18 main:574] : INFO : Epoch 1878 | loss: 0.0311257 | val_loss: 0.0311596 | Time: 5697.03 ms
[2021-01-21 10:21:24 main:574] : INFO : Epoch 1879 | loss: 0.0311261 | val_loss: 0.0311598 | Time: 5697.7 ms
[2021-01-21 10:21:30 main:574] : INFO : Epoch 1880 | loss: 0.0311284 | val_loss: 0.0311622 | Time: 5702.26 ms
[2021-01-21 10:21:36 main:574] : INFO : Epoch 1881 | loss: 0.0311256 | val_loss: 0.031159 | Time: 5703.06 ms
[2021-01-21 10:21:42 main:574] : INFO : Epoch 1882 | loss: 0.0311248 | val_loss: 0.0311574 | Time: 5683.08 ms
[2021-01-21 10:21:47 main:574] : INFO : Epoch 1883 | loss: 0.031126 | val_loss: 0.0311592 | Time: 5760.25 ms
[2021-01-21 10:21:53 main:574] : INFO : Epoch 1884 | loss: 0.0311285 | val_loss: 0.0311575 | Time: 5722.52 ms
[2021-01-21 10:21:59 main:574] : INFO : Epoch 1885 | loss: 0.031126 | val_loss: 0.0311617 | Time: 5718.97 ms
[2021-01-21 10:22:05 main:574] : INFO : Epoch 1886 | loss: 0.031127 | val_loss: 0.0311576 | Time: 5683.16 ms
[2021-01-21 10:22:10 main:574] : INFO : Epoch 1887 | loss: 0.031126 | val_loss: 0.0311579 | Time: 5654.56 ms
[2021-01-21 10:22:16 main:574] : INFO : Epoch 1888 | loss: 0.0311265 | val_loss: 0.03116 | Time: 5753.85 ms
[2021-01-21 10:22:22 main:574] : INFO : Epoch 1889 | loss: 0.0311278 | val_loss: 0.0311581 | Time: 5715.29 ms
[2021-01-21 10:22:28 main:574] : INFO : Epoch 1890 | loss: 0.031125 | val_loss: 0.03116 | Time: 5656.52 ms
[2021-01-21 10:22:34 main:574] : INFO : Epoch 1891 | loss: 0.031125 | val_loss: 0.0311608 | Time: 5687.13 ms
[2021-01-21 10:22:39 main:574] : INFO : Epoch 1892 | loss: 0.0311263 | val_loss: 0.0311587 | Time: 5758.14 ms
[2021-01-21 10:22:45 main:574] : INFO : Epoch 1893 | loss: 0.0311252 | val_loss: 0.0311601 | Time: 5719.27 ms
[2021-01-21 10:22:51 main:574] : INFO : Epoch 1894 | loss: 0.0311254 | val_loss: 0.0311594 | Time: 5716.01 ms
[2021-01-21 10:22:57 main:574] : INFO : Epoch 1895 | loss: 0.0311266 | val_loss: 0.0311603 | Time: 5734.71 ms
[2021-01-21 10:23:03 main:574] : INFO : Epoch 1896 | loss: 0.0311252 | val_loss: 0.0311614 | Time: 5698.28 ms
[2021-01-21 10:23:09 main:574] : INFO : Epoch 1897 | loss: 0.0311253 | val_loss: 0.0311607 | Time: 5789.42 ms
[2021-01-21 10:23:14 main:574] : INFO : Epoch 1898 | loss: 0.0311254 | val_loss: 0.0311599 | Time: 5704.11 ms
[2021-01-21 10:23:20 main:574] : INFO : Epoch 1899 | loss: 0.0311282 | val_loss: 0.031158 | Time: 5662.54 ms
[2021-01-21 10:23:26 main:574] : INFO : Epoch 1900 | loss: 0.0311272 | val_loss: 0.031159 | Time: 5717.38 ms
[2021-01-21 10:23:32 main:574] : INFO : Epoch 1901 | loss: 0.0311249 | val_loss: 0.0311638 | Time: 5665.49 ms
[2021-01-21 10:23:37 main:574] : INFO : Epoch 1902 | loss: 0.0311275 | val_loss: 0.03116 | Time: 5658.62 ms
[2021-01-21 10:23:43 main:574] : INFO : Epoch 1903 | loss: 0.0311258 | val_loss: 0.0311628 | Time: 5711.3 ms
[2021-01-21 10:23:49 main:574] : INFO : Epoch 1904 | loss: 0.0311246 | val_loss: 0.0311576 | Time: 5769.02 ms
[2021-01-21 10:23:55 main:574] : INFO : Epoch 1905 | loss: 0.0311251 | val_loss: 0.0311612 | Time: 5710.04 ms
[2021-01-21 10:24:00 main:574] : INFO : Epoch 1906 | loss: 0.031125 | val_loss: 0.0311609 | Time: 5714.27 ms
[2021-01-21 10:24:06 main:574] : INFO : Epoch 1907 | loss: 0.0311252 | val_loss: 0.0311593 | Time: 5700.59 ms
[2021-01-21 10:24:12 main:574] : INFO : Epoch 1908 | loss: 0.0311257 | val_loss: 0.0311599 | Time: 5777.94 ms
[2021-01-21 10:24:18 main:574] : INFO : Epoch 1909 | loss: 0.0311272 | val_loss: 0.0311607 | Time: 5726.84 ms
[2021-01-21 10:24:24 main:574] : INFO : Epoch 1910 | loss: 0.0311257 | val_loss: 0.0311599 | Time: 5670 ms
[2021-01-21 10:24:30 main:574] : INFO : Epoch 1911 | loss: 0.0311264 | val_loss: 0.0311592 | Time: 5741.96 ms
[2021-01-21 10:24:35 main:574] : INFO : Epoch 1912 | loss: 0.0311249 | val_loss: 0.0311599 | Time: 5751.04 ms
[2021-01-21 10:24:41 main:574] : INFO : Epoch 1913 | loss: 0.0311265 | val_loss: 0.0311593 | Time: 5655.38 ms
[2021-01-21 10:24:47 main:574] : INFO : Epoch 1914 | loss: 0.0311246 | val_loss: 0.0311606 | Time: 5668.01 ms
[2021-01-21 10:24:53 main:574] : INFO : Epoch 1915 | loss: 0.0311248 | val_loss: 0.0311575 | Time: 5690.65 ms
[2021-01-21 10:24:58 main:574] : INFO : Epoch 1916 | loss: 0.0311262 | val_loss: 0.0311621 | Time: 5661.13 ms
[2021-01-21 10:25:04 main:574] : INFO : Epoch 1917 | loss: 0.0311262 | val_loss: 0.031161 | Time: 5677.05 ms
[2021-01-21 10:25:10 main:574] : INFO : Epoch 1918 | loss: 0.0311256 | val_loss: 0.0311604 | Time: 5665.13 ms
[2021-01-21 10:25:16 main:574] : INFO : Epoch 1919 | loss: 0.0311254 | val_loss: 0.0311611 | Time: 5740.28 ms
[2021-01-21 10:25:22 main:574] : INFO : Epoch 1920 | loss: 0.0311271 | val_loss: 0.0311578 | Time: 5709.54 ms
[2021-01-21 10:25:27 main:574] : INFO : Epoch 1921 | loss: 0.0311249 | val_loss: 0.0311633 | Time: 5659.16 ms
[2021-01-21 10:25:33 main:574] : INFO : Epoch 1922 | loss: 0.0311258 | val_loss: 0.0311625 | Time: 5759.72 ms
[2021-01-21 10:25:39 main:574] : INFO : Epoch 1923 | loss: 0.031125 | val_loss: 0.031161 | Time: 5708.38 ms
[2021-01-21 10:25:45 main:574] : INFO : Epoch 1924 | loss: 0.0311247 | val_loss: 0.0311634 | Time: 5675.92 ms
[2021-01-21 10:25:51 main:574] : INFO : Epoch 1925 | loss: 0.031125 | val_loss: 0.0311613 | Time: 5770.96 ms
[2021-01-21 10:25:56 main:574] : INFO : Epoch 1926 | loss: 0.0311273 | val_loss: 0.03117 | Time: 5654.09 ms
[2021-01-21 10:26:02 main:574] : INFO : Epoch 1927 | loss: 0.0311302 | val_loss: 0.031164 | Time: 5697.82 ms
[2021-01-21 10:26:08 main:574] : INFO : Epoch 1928 | loss: 0.0311275 | val_loss: 0.0311684 | Time: 5750 ms
[2021-01-21 10:26:14 main:574] : INFO : Epoch 1929 | loss: 0.0311288 | val_loss: 0.0311621 | Time: 5664.21 ms
[2021-01-21 10:26:19 main:574] : INFO : Epoch 1930 | loss: 0.0311284 | val_loss: 0.031162 | Time: 5691.23 ms
[2021-01-21 10:26:25 main:574] : INFO : Epoch 1931 | loss: 0.0311315 | val_loss: 0.0311592 | Time: 5707.12 ms
[2021-01-21 10:26:31 main:574] : INFO : Epoch 1932 | loss: 0.0311256 | val_loss: 0.0311594 | Time: 5736.49 ms
[2021-01-21 10:26:37 main:574] : INFO : Epoch 1933 | loss: 0.0311268 | val_loss: 0.0311603 | Time: 5712.91 ms
[2021-01-21 10:26:42 main:574] : INFO : Epoch 1934 | loss: 0.0311247 | val_loss: 0.0311587 | Time: 5700.53 ms
[2021-01-21 10:26:48 main:574] : INFO : Epoch 1935 | loss: 0.0311256 | val_loss: 0.0311592 | Time: 5655.48 ms
[2021-01-21 10:26:54 main:574] : INFO : Epoch 1936 | loss: 0.0311238 | val_loss: 0.0311596 | Time: 5656.89 ms
[2021-01-21 10:27:00 main:574] : INFO : Epoch 1937 | loss: 0.0311263 | val_loss: 0.0311578 | Time: 5719.19 ms
[2021-01-21 10:27:06 main:574] : INFO : Epoch 1938 | loss: 0.0311243 | val_loss: 0.0311605 | Time: 5764.4 ms
[2021-01-21 10:27:11 main:574] : INFO : Epoch 1939 | loss: 0.0311244 | val_loss: 0.0311592 | Time: 5678.99 ms
[2021-01-21 10:27:17 main:574] : INFO : Epoch 1940 | loss: 0.031125 | val_loss: 0.0311593 | Time: 5716.28 ms
[2021-01-21 10:27:23 main:574] : INFO : Epoch 1941 | loss: 0.0311241 | val_loss: 0.0311591 | Time: 5749.84 ms
[2021-01-21 10:27:29 main:574] : INFO : Epoch 1942 | loss: 0.0311242 | val_loss: 0.0311598 | Time: 5654.75 ms
[2021-01-21 10:27:34 main:574] : INFO : Epoch 1943 | loss: 0.0311239 | val_loss: 0.0311591 | Time: 5722.56 ms
[2021-01-21 10:27:40 main:574] : INFO : Epoch 1944 | loss: 0.0311257 | val_loss: 0.0311625 | Time: 5771.92 ms
[2021-01-21 10:27:46 main:574] : INFO : Epoch 1945 | loss: 0.0311242 | val_loss: 0.03116 | Time: 5656.38 ms
[2021-01-21 10:27:52 main:574] : INFO : Epoch 1946 | loss: 0.0311258 | val_loss: 0.0311598 | Time: 5660.79 ms
[2021-01-21 10:27:57 main:574] : INFO : Epoch 1947 | loss: 0.0311244 | val_loss: 0.0311581 | Time: 5660.56 ms
[2021-01-21 10:28:03 main:574] : INFO : Epoch 1948 | loss: 0.0311248 | val_loss: 0.0311587 | Time: 5723.99 ms
[2021-01-21 10:28:09 main:574] : INFO : Epoch 1949 | loss: 0.0311241 | val_loss: 0.0311597 | Time: 5714.47 ms
[2021-01-21 10:28:15 main:574] : INFO : Epoch 1950 | loss: 0.0311248 | val_loss: 0.0311576 | Time: 5700.02 ms
[2021-01-21 10:28:21 main:574] : INFO : Epoch 1951 | loss: 0.0311258 | val_loss: 0.0311603 | Time: 5673.23 ms
[2021-01-21 10:28:26 main:574] : INFO : Epoch 1952 | loss: 0.0311299 | val_loss: 0.0311569 | Time: 5686.55 ms
[2021-01-21 10:28:32 main:574] : INFO : Epoch 1953 | loss: 0.031126 | val_loss: 0.0311607 | Time: 5691.19 ms
[2021-01-21 10:28:38 main:574] : INFO : Epoch 1954 | loss: 0.0311251 | val_loss: 0.0311598 | Time: 5726.16 ms
[2021-01-21 10:28:44 main:574] : INFO : Epoch 1955 | loss: 0.0311241 | val_loss: 0.0311587 | Time: 5716.5 ms
[2021-01-21 10:28:49 main:574] : INFO : Epoch 1956 | loss: 0.0311256 | val_loss: 0.0311609 | Time: 5748.71 ms
[2021-01-21 10:28:55 main:574] : INFO : Epoch 1957 | loss: 0.031125 | val_loss: 0.0311602 | Time: 5684.08 ms
[2021-01-21 10:29:01 main:574] : INFO : Epoch 1958 | loss: 0.0311252 | val_loss: 0.0311606 | Time: 5658.36 ms
[2021-01-21 10:29:07 main:574] : INFO : Epoch 1959 | loss: 0.0311264 | val_loss: 0.0311649 | Time: 5740.51 ms
[2021-01-21 10:29:13 main:574] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.0311587 | Time: 5672.97 ms
[2021-01-21 10:29:18 main:574] : INFO : Epoch 1961 | loss: 0.0311268 | val_loss: 0.031158 | Time: 5744.54 ms
[2021-01-21 10:29:24 main:574] : INFO : Epoch 1962 | loss: 0.0311266 | val_loss: 0.0311675 | Time: 5686.25 ms
[2021-01-21 10:29:30 main:574] : INFO : Epoch 1963 | loss: 0.0311281 | val_loss: 0.0311603 | Time: 5734.5 ms
[2021-01-21 10:29:36 main:574] : INFO : Epoch 1964 | loss: 0.0311247 | val_loss: 0.0311602 | Time: 5688.62 ms
[2021-01-21 10:29:41 main:574] : INFO : Epoch 1965 | loss: 0.0311232 | val_loss: 0.0311598 | Time: 5737.72 ms
[2021-01-21 10:29:47 main:574] : INFO : Epoch 1966 | loss: 0.0311245 | val_loss: 0.0311595 | Time: 5665.49 ms
[2021-01-21 10:29:53 main:574] : INFO : Epoch 1967 | loss: 0.0311245 | val_loss: 0.0311618 | Time: 5717.39 ms
[2021-01-21 10:29:59 main:574] : INFO : Epoch 1968 | loss: 0.0311254 | val_loss: 0.031161 | Time: 5658.59 ms
[2021-01-21 10:30:04 main:574] : INFO : Epoch 1969 | loss: 0.0311241 | val_loss: 0.0311577 | Time: 5680.53 ms
[2021-01-21 10:30:10 main:574] : INFO : Epoch 1970 | loss: 0.0311235 | val_loss: 0.0311595 | Time: 5791.3 ms
[2021-01-21 10:30:16 main:574] : INFO : Epoch 1971 | loss: 0.0311239 | val_loss: 0.0311585 | Time: 5713.6 ms
[2021-01-21 10:30:22 main:574] : INFO : Epoch 1972 | loss: 0.0311235 | val_loss: 0.0311595 | Time: 5672.65 ms
[2021-01-21 10:30:28 main:574] : INFO : Epoch 1973 | loss: 0.0311247 | val_loss: 0.0311598 | Time: 5747.02 ms
[2021-01-21 10:30:33 main:574] : INFO : Epoch 1974 | loss: 0.0311244 | val_loss: 0.0311657 | Time: 5701.51 ms
[2021-01-21 10:30:39 main:574] : INFO : Epoch 1975 | loss: 0.0311243 | val_loss: 0.031159 | Time: 5687.9 ms
[2021-01-21 10:30:45 main:574] : INFO : Epoch 1976 | loss: 0.0311245 | val_loss: 0.0311657 | Time: 5767.95 ms
[2021-01-21 10:30:51 main:574] : INFO : Epoch 1977 | loss: 0.0311257 | val_loss: 0.0311615 | Time: 5731.89 ms
[2021-01-21 10:30:57 main:574] : INFO : Epoch 1978 | loss: 0.0311236 | val_loss: 0.0311603 | Time: 5718.14 ms
[2021-01-21 10:31:03 main:574] : INFO : Epoch 1979 | loss: 0.0311236 | val_loss: 0.0311611 | Time: 5750.61 ms
[2021-01-21 10:31:08 main:574] : INFO : Epoch 1980 | loss: 0.0311242 | val_loss: 0.0311574 | Time: 5724.32 ms
[2021-01-21 10:31:14 main:574] : INFO : Epoch 1981 | loss: 0.031123 | val_loss: 0.0311599 | Time: 5721.36 ms
[2021-01-21 10:31:20 main:574] : INFO : Epoch 1982 | loss: 0.0311238 | val_loss: 0.0311615 | Time: 5737.21 ms
[2021-01-21 10:31:26 main:574] : INFO : Epoch 1983 | loss: 0.0311239 | val_loss: 0.0311613 | Time: 5691.39 ms
[2021-01-21 10:31:31 main:574] : INFO : Epoch 1984 | loss: 0.0311233 | val_loss: 0.0311623 | Time: 5743.53 ms
[2021-01-21 10:31:37 main:574] : INFO : Epoch 1985 | loss: 0.0311235 | val_loss: 0.0311608 | Time: 5670.72 ms
[2021-01-21 10:31:43 main:574] : INFO : Epoch 1986 | loss: 0.0311232 | val_loss: 0.0311615 | Time: 5683.17 ms
[2021-01-21 10:31:49 main:574] : INFO : Epoch 1987 | loss: 0.0311231 | val_loss: 0.0311606 | Time: 5683.34 ms
[2021-01-21 10:31:54 main:574] : INFO : Epoch 1988 | loss: 0.031124 | val_loss: 0.0311629 | Time: 5662.7 ms
[2021-01-21 10:32:00 main:574] : INFO : Epoch 1989 | loss: 0.0311233 | val_loss: 0.0311591 | Time: 5717.75 ms
[2021-01-21 10:32:06 main:574] : INFO : Epoch 1990 | loss: 0.0311261 | val_loss: 0.0311615 | Time: 5724.51 ms
[2021-01-21 10:32:12 main:574] : INFO : Epoch 1991 | loss: 0.031124 | val_loss: 0.0311618 | Time: 5661.41 ms
[2021-01-21 10:32:17 main:574] : INFO : Epoch 1992 | loss: 0.0311258 | val_loss: 0.031166 | Time: 5717.79 ms
[2021-01-21 10:32:23 main:574] : INFO : Epoch 1993 | loss: 0.0311258 | val_loss: 0.0311612 | Time: 5793.58 ms
[2021-01-21 10:32:29 main:574] : INFO : Epoch 1994 | loss: 0.0311256 | val_loss: 0.031164 | Time: 5696.57 ms
[2021-01-21 10:32:35 main:574] : INFO : Epoch 1995 | loss: 0.031127 | val_loss: 0.0311605 | Time: 5729.67 ms
[2021-01-21 10:32:41 main:574] : INFO : Epoch 1996 | loss: 0.0311236 | val_loss: 0.0311609 | Time: 5725.58 ms
[2021-01-21 10:32:46 main:574] : INFO : Epoch 1997 | loss: 0.0311236 | val_loss: 0.0311599 | Time: 5655.21 ms
[2021-01-21 10:32:52 main:574] : INFO : Epoch 1998 | loss: 0.0311245 | val_loss: 0.0311654 | Time: 5694.04 ms
[2021-01-21 10:32:58 main:574] : INFO : Epoch 1999 | loss: 0.0311249 | val_loss: 0.0311621 | Time: 5706.73 ms
[2021-01-21 10:33:04 main:574] : INFO : Epoch 2000 | loss: 0.0311236 | val_loss: 0.0311627 | Time: 5719.09 ms
[2021-01-21 10:33:10 main:574] : INFO : Epoch 2001 | loss: 0.0311277 | val_loss: 0.0311599 | Time: 5682.94 ms
[2021-01-21 10:33:15 main:574] : INFO : Epoch 2002 | loss: 0.0311268 | val_loss: 0.0311615 | Time: 5760.19 ms
[2021-01-21 10:33:21 main:574] : INFO : Epoch 2003 | loss: 0.0311253 | val_loss: 0.0311615 | Time: 5687.13 ms
[2021-01-21 10:33:27 main:574] : INFO : Epoch 2004 | loss: 0.0311243 | val_loss: 0.0311633 | Time: 5684.91 ms
[2021-01-21 10:33:33 main:574] : INFO : Epoch 2005 | loss: 0.0311264 | val_loss: 0.0311603 | Time: 5760.41 ms
[2021-01-21 10:33:39 main:574] : INFO : Epoch 2006 | loss: 0.0311258 | val_loss: 0.0311687 | Time: 5738.64 ms
[2021-01-21 10:33:45 main:574] : INFO : Epoch 2007 | loss: 0.0311239 | val_loss: 0.0311619 | Time: 5726.28 ms
[2021-01-21 10:33:50 main:574] : INFO : Epoch 2008 | loss: 0.0311227 | val_loss: 0.0311628 | Time: 5669.84 ms
[2021-01-21 10:33:56 main:574] : INFO : Epoch 2009 | loss: 0.0311233 | val_loss: 0.031159 | Time: 5667.58 ms
[2021-01-21 10:34:02 main:574] : INFO : Epoch 2010 | loss: 0.0311237 | val_loss: 0.0311581 | Time: 5687.05 ms
[2021-01-21 10:34:07 main:574] : INFO : Epoch 2011 | loss: 0.0311233 | val_loss: 0.0311634 | Time: 5657.71 ms
[2021-01-21 10:34:13 main:574] : INFO : Epoch 2012 | loss: 0.0311273 | val_loss: 0.0311607 | Time: 5714.67 ms
[2021-01-21 10:34:19 main:574] : INFO : Epoch 2013 | loss: 0.0311228 | val_loss: 0.0311596 | Time: 5745.71 ms
[2021-01-21 10:34:25 main:574] : INFO : Epoch 2014 | loss: 0.0311229 | val_loss: 0.0311641 | Time: 5720.61 ms
[2021-01-21 10:34:31 main:574] : INFO : Epoch 2015 | loss: 0.0311233 | val_loss: 0.0311665 | Time: 5669.76 ms
[2021-01-21 10:34:36 main:574] : INFO : Epoch 2016 | loss: 0.0311244 | val_loss: 0.0311583 | Time: 5709.5 ms
[2021-01-21 10:34:42 main:574] : INFO : Epoch 2017 | loss: 0.031125 | val_loss: 0.0311677 | Time: 5671.44 ms
[2021-01-21 10:34:48 main:574] : INFO : Epoch 2018 | loss: 0.0311251 | val_loss: 0.0311647 | Time: 5725.23 ms
[2021-01-21 10:34:54 main:574] : INFO : Epoch 2019 | loss: 0.031128 | val_loss: 0.0311609 | Time: 5668.46 ms
[2021-01-21 10:34:59 main:574] : INFO : Epoch 2020 | loss: 0.0311259 | val_loss: 0.0311638 | Time: 5720.31 ms
[2021-01-21 10:35:05 main:574] : INFO : Epoch 2021 | loss: 0.0311253 | val_loss: 0.0311606 | Time: 5724.19 ms
[2021-01-21 10:35:11 main:574] : INFO : Epoch 2022 | loss: 0.0311241 | val_loss: 0.0311617 | Time: 5789.83 ms
[2021-01-21 10:35:17 main:574] : INFO : Epoch 2023 | loss: 0.031124 | val_loss: 0.0311595 | Time: 5657.04 ms
[2021-01-21 10:35:23 main:574] : INFO : Epoch 2024 | loss: 0.0311255 | val_loss: 0.0311583 | Time: 5718.82 ms
[2021-01-21 10:35:28 main:574] : INFO : Epoch 2025 | loss: 0.0311247 | val_loss: 0.0311628 | Time: 5670.49 ms
[2021-01-21 10:35:34 main:574] : INFO : Epoch 2026 | loss: 0.0311242 | val_loss: 0.0311641 | Time: 5765.59 ms
[2021-01-21 10:35:40 main:574] : INFO : Epoch 2027 | loss: 0.0311239 | val_loss: 0.0311612 | Time: 5714.7 ms
[2021-01-21 10:35:46 main:574] : INFO : Epoch 2028 | loss: 0.0311227 | val_loss: 0.031162 | Time: 5660.6 ms
[2021-01-21 10:35:51 main:574] : INFO : Epoch 2029 | loss: 0.0311229 | val_loss: 0.0311623 | Time: 5652.62 ms
[2021-01-21 10:35:57 main:574] : INFO : Epoch 2030 | loss: 0.0311255 | val_loss: 0.0311669 | Time: 5698.3 ms
[2021-01-21 10:36:03 main:574] : INFO : Epoch 2031 | loss: 0.031126 | val_loss: 0.0311606 | Time: 5652 ms
[2021-01-21 10:36:09 main:574] : INFO : Epoch 2032 | loss: 0.0311249 | val_loss: 0.0311599 | Time: 5744.97 ms
[2021-01-21 10:36:14 main:574] : INFO : Epoch 2033 | loss: 0.0311225 | val_loss: 0.0311592 | Time: 5745.56 ms
[2021-01-21 10:36:20 main:574] : INFO : Epoch 2034 | loss: 0.031124 | val_loss: 0.0311677 | Time: 5749.44 ms
[2021-01-21 10:36:26 main:574] : INFO : Epoch 2035 | loss: 0.0311234 | val_loss: 0.0311592 | Time: 5677.97 ms
[2021-01-21 10:36:32 main:574] : INFO : Epoch 2036 | loss: 0.0311229 | val_loss: 0.0311652 | Time: 5814.41 ms
[2021-01-21 10:36:38 main:574] : INFO : Epoch 2037 | loss: 0.0311243 | val_loss: 0.0311602 | Time: 5650.7 ms
[2021-01-21 10:36:43 main:574] : INFO : Epoch 2038 | loss: 0.0311224 | val_loss: 0.0311608 | Time: 5750.64 ms
[2021-01-21 10:36:49 main:574] : INFO : Epoch 2039 | loss: 0.0311223 | val_loss: 0.0311609 | Time: 5659.18 ms
[2021-01-21 10:36:55 main:574] : INFO : Epoch 2040 | loss: 0.0311224 | val_loss: 0.0311608 | Time: 5785.38 ms
[2021-01-21 10:37:01 main:574] : INFO : Epoch 2041 | loss: 0.0311238 | val_loss: 0.0311618 | Time: 5725.27 ms
[2021-01-21 10:37:07 main:574] : INFO : Epoch 2042 | loss: 0.0311236 | val_loss: 0.0311652 | Time: 5718.3 ms
[2021-01-21 10:37:12 main:574] : INFO : Epoch 2043 | loss: 0.0311258 | val_loss: 0.0311602 | Time: 5713.66 ms
[2021-01-21 10:37:18 main:574] : INFO : Epoch 2044 | loss: 0.0311238 | val_loss: 0.0311631 | Time: 5698.89 ms
[2021-01-21 10:37:24 main:574] : INFO : Epoch 2045 | loss: 0.0311267 | val_loss: 0.0311594 | Time: 5727.99 ms
[2021-01-21 10:37:30 main:574] : INFO : Epoch 2046 | loss: 0.0311248 | val_loss: 0.0311636 | Time: 5684.83 ms
[2021-01-21 10:37:35 main:574] : INFO : Epoch 2047 | loss: 0.0311239 | val_loss: 0.0311585 | Time: 5695.14 ms
[2021-01-21 10:37:41 main:574] : INFO : Epoch 2048 | loss: 0.0311222 | val_loss: 0.0311612 | Time: 5664.05 ms
[2021-01-21 10:37:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311612
[2021-01-21 10:37:41 main:603] : INFO : Saving end state to config to file
[2021-01-21 10:37:41 main:608] : INFO : Success, exiting..
10:37:41 (11012): 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)