Task 3749268
| Name | ParityModified-1611091137-25381-1_0 |
| Workunit | 1927038 |
| Created | 21 Jan 2021, 11:18:58 UTC |
| Sent | 22 Jan 2021, 14:56:38 UTC |
| Report deadline | 29 Jan 2021, 14:56:38 UTC |
| Received | 22 Jan 2021, 17:40:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 26 min 30 sec |
| CPU time | 2 hours 21 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8:50 main:574] : INFO : Epoch 1542 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 4193.41 ms [2021-01-22 08:48:54 main:574] : INFO : Epoch 1543 | loss: 0.0311378 | val_loss: 0.0311775 | Time: 4275.98 ms [2021-01-22 08:48:58 main:574] : INFO : Epoch 1544 | loss: 0.0311311 | val_loss: 0.0311716 | Time: 4219.55 ms [2021-01-22 08:49:02 main:574] : INFO : Epoch 1545 | loss: 0.0311294 | val_loss: 0.031172 | Time: 4213.66 ms [2021-01-22 08:49:07 main:574] : INFO : Epoch 1546 | loss: 0.0311339 | val_loss: 0.0311683 | Time: 4257.28 ms [2021-01-22 08:49:11 main:574] : INFO : Epoch 1547 | loss: 0.0311308 | val_loss: 0.0311704 | Time: 4216.66 ms [2021-01-22 08:49:15 main:574] : INFO : Epoch 1548 | loss: 0.0311318 | val_loss: 0.0311639 | Time: 4263.78 ms [2021-01-22 08:49:20 main:574] : INFO : Epoch 1549 | loss: 0.0311325 | val_loss: 0.0311717 | Time: 4195.4 ms [2021-01-22 08:49:24 main:574] : INFO : Epoch 1550 | loss: 0.0311309 | val_loss: 0.0311706 | Time: 4261.19 ms [2021-01-22 08:49:28 main:574] : INFO : Epoch 1551 | loss: 0.0311302 | val_loss: 0.0311718 | Time: 4223.97 ms [2021-01-22 08:49:32 main:574] : INFO : Epoch 1552 | loss: 0.0311287 | val_loss: 0.0311642 | Time: 4199.2 ms [2021-01-22 08:49:37 main:574] : INFO : Epoch 1553 | loss: 0.0311302 | val_loss: 0.0311816 | Time: 4260.89 ms [2021-01-22 08:49:41 main:574] : INFO : Epoch 1554 | loss: 0.0311311 | val_loss: 0.0311646 | Time: 4259.15 ms [2021-01-22 08:49:45 main:574] : INFO : Epoch 1555 | loss: 0.0311312 | val_loss: 0.0311691 | Time: 4285.51 ms [2021-01-22 08:49:50 main:574] : INFO : Epoch 1556 | loss: 0.0311301 | val_loss: 0.031171 | Time: 4210.79 ms [2021-01-22 08:49:54 main:574] : INFO : Epoch 1557 | loss: 0.0311267 | val_loss: 0.0311687 | Time: 4224.52 ms [2021-01-22 08:49:58 main:574] : INFO : Epoch 1558 | loss: 0.0311275 | val_loss: 0.0311845 | Time: 4196 ms [2021-01-22 08:50:03 main:574] : INFO : Epoch 1559 | loss: 0.031132 | val_loss: 0.0311656 | Time: 4281.54 ms [2021-01-22 08:50:07 main:574] : INFO : Epoch 1560 | loss: 0.0311321 | val_loss: 0.0311658 | Time: 4271.11 ms [2021-01-22 08:50:11 main:574] : INFO : Epoch 1561 | loss: 0.0311329 | val_loss: 0.0311766 | Time: 4218 ms [2021-01-22 08:50:15 main:574] : INFO : Epoch 1562 | loss: 0.031129 | val_loss: 0.0311689 | Time: 4254.85 ms [2021-01-22 08:50:20 main:574] : INFO : Epoch 1563 | loss: 0.0311272 | val_loss: 0.0311718 | Time: 4215.82 ms [2021-01-22 08:50:24 main:574] : INFO : Epoch 1564 | loss: 0.0311298 | val_loss: 0.0311663 | Time: 4218.33 ms [2021-01-22 08:50:28 main:574] : INFO : Epoch 1565 | loss: 0.0311251 | val_loss: 0.0311691 | Time: 4219.51 ms [2021-01-22 08:50:33 main:574] : INFO : Epoch 1566 | loss: 0.0311274 | val_loss: 0.031167 | Time: 4266.24 ms [2021-01-22 08:50:37 main:574] : INFO : Epoch 1567 | loss: 0.0311366 | val_loss: 0.0311815 | Time: 4220.12 ms [2021-01-22 08:50:41 main:574] : INFO : Epoch 1568 | loss: 0.0311386 | val_loss: 0.0311748 | Time: 4241.16 ms [2021-01-22 08:50:46 main:574] : INFO : Epoch 1569 | loss: 0.0311346 | val_loss: 0.0311685 | Time: 4248.9 ms [2021-01-22 08:50:50 main:574] : INFO : Epoch 1570 | loss: 0.0311317 | val_loss: 0.0311725 | Time: 4229.95 ms [2021-01-22 08:50:54 main:574] : INFO : Epoch 1571 | loss: 0.0311323 | val_loss: 0.0311688 | Time: 4231.67 ms [2021-01-22 08:50:58 main:574] : INFO : Epoch 1572 | loss: 0.0311408 | val_loss: 0.0311677 | Time: 4174.11 ms [2021-01-22 08:51:03 main:574] : INFO : Epoch 1573 | loss: 0.0311407 | val_loss: 0.0311679 | Time: 4255.05 ms [2021-01-22 08:51:07 main:574] : INFO : Epoch 1574 | loss: 0.0311376 | val_loss: 0.031171 | Time: 4260.91 ms [2021-01-22 08:51:11 main:574] : INFO : Epoch 1575 | loss: 0.0311351 | val_loss: 0.0311646 | Time: 4232.83 ms [2021-01-22 08:51:16 main:574] : INFO : Epoch 1576 | loss: 0.0311396 | val_loss: 0.0311857 | Time: 4255.52 ms [2021-01-22 08:51:20 main:574] : INFO : Epoch 1577 | loss: 0.0311348 | val_loss: 0.0311705 | Time: 4188.86 ms [2021-01-22 08:51:24 main:574] : INFO : Epoch 1578 | loss: 0.0311392 | val_loss: 0.031169 | Time: 4204.04 ms [2021-01-22 08:51:29 main:574] : INFO : Epoch 1579 | loss: 0.031148 | val_loss: 0.031166 | Time: 4226.89 ms [2021-01-22 08:51:33 main:574] : INFO : Epoch 1580 | loss: 0.0311447 | val_loss: 0.0311746 | Time: 4172.4 ms [2021-01-22 08:51:37 main:574] : INFO : Epoch 1581 | loss: 0.0311448 | val_loss: 0.0311602 | Time: 4242.28 ms [2021-01-22 08:51:41 main:574] : INFO : Epoch 1582 | loss: 0.0311377 | val_loss: 0.031166 | Time: 4271.4 ms [2021-01-22 08:51:46 main:574] : INFO : Epoch 1583 | loss: 0.0311375 | val_loss: 0.0311624 | Time: 4353.23 ms [2021-01-22 08:51:50 main:574] : INFO : Epoch 1584 | loss: 0.0311356 | val_loss: 0.0311676 | Time: 4203.64 ms [2021-01-22 08:51:55 main:574] : INFO : Epoch 1585 | loss: 0.031137 | val_loss: 0.0311638 | Time: 4268.53 ms [2021-01-22 08:51:59 main:574] : INFO : Epoch 1586 | loss: 0.0311336 | val_loss: 0.0311666 | Time: 4229.65 ms [2021-01-22 08:52:03 main:574] : INFO : Epoch 1587 | loss: 0.0311336 | val_loss: 0.031165 | Time: 4246.14 ms [2021-01-22 08:52:08 main:574] : INFO : Epoch 1588 | loss: 0.0311334 | val_loss: 0.0311682 | Time: 4219.93 ms [2021-01-22 08:52:12 main:574] : INFO : Epoch 1589 | loss: 0.0311319 | val_loss: 0.0311663 | Time: 4198.46 ms [2021-01-22 08:52:16 main:574] : INFO : Epoch 1590 | loss: 0.0311312 | val_loss: 0.0311711 | Time: 4266.31 ms [2021-01-22 08:52:20 main:574] : INFO : Epoch 1591 | loss: 0.0311316 | val_loss: 0.0311663 | Time: 4224.85 ms [2021-01-22 08:52:25 main:574] : INFO : Epoch 1592 | loss: 0.0311326 | val_loss: 0.0311683 | Time: 4189.38 ms [2021-01-22 08:52:29 main:574] : INFO : Epoch 1593 | loss: 0.0311363 | val_loss: 0.0311696 | Time: 4274.38 ms [2021-01-22 08:52:33 main:574] : INFO : Epoch 1594 | loss: 0.031132 | val_loss: 0.0311674 | Time: 4224.33 ms [2021-01-22 08:52:38 main:574] : INFO : Epoch 1595 | loss: 0.0311303 | val_loss: 0.0311692 | Time: 4259.83 ms [2021-01-22 08:52:42 main:574] : INFO : Epoch 1596 | loss: 0.031131 | val_loss: 0.0311651 | Time: 4253.77 ms [2021-01-22 08:52:46 main:574] : INFO : Epoch 1597 | loss: 0.0311311 | val_loss: 0.0311658 | Time: 4236.02 ms [2021-01-22 08:52:50 main:574] : INFO : Epoch 1598 | loss: 0.0311314 | val_loss: 0.0311689 | Time: 4207.2 ms [2021-01-22 08:52:55 main:574] : INFO : Epoch 1599 | loss: 0.0311349 | val_loss: 0.0311749 | Time: 4242.84 ms [2021-01-22 08:52:59 main:574] : INFO : Epoch 1600 | loss: 0.0311325 | val_loss: 0.0311841 | Time: 4258.07 ms [2021-01-22 08:53:03 main:574] : INFO : Epoch 1601 | loss: 0.0311346 | val_loss: 0.0311708 | Time: 4166.95 ms [2021-01-22 08:53:08 main:574] : INFO : Epoch 1602 | loss: 0.0311334 | val_loss: 0.0311698 | Time: 4200.93 ms [2021-01-22 08:53:12 main:574] : INFO : Epoch 1603 | loss: 0.031132 | val_loss: 0.0311632 | Time: 4220.21 ms [2021-01-22 08:53:16 main:574] : INFO : Epoch 1604 | loss: 0.03113 | val_loss: 0.0311696 | Time: 4247.33 ms [2021-01-22 08:53:21 main:574] : INFO : Epoch 1605 | loss: 0.0311264 | val_loss: 0.0311727 | Time: 4242.1 ms [2021-01-22 08:53:25 main:574] : INFO : Epoch 1606 | loss: 0.031127 | val_loss: 0.0311675 | Time: 4182.6 ms [2021-01-22 08:53:29 main:574] : INFO : Epoch 1607 | loss: 0.0311263 | val_loss: 0.0311699 | Time: 4250.31 ms [2021-01-22 08:53:33 main:574] : INFO : Epoch 1608 | loss: 0.0311255 | val_loss: 0.0311697 | Time: 4239.92 ms [2021-01-22 08:53:38 main:574] : INFO : Epoch 1609 | loss: 0.0311282 | val_loss: 0.0311698 | Time: 4254.83 ms [2021-01-22 08:53:42 main:574] : INFO : Epoch 1610 | loss: 0.0311257 | val_loss: 0.0311757 | Time: 4204.8 ms [2021-01-22 08:53:46 main:574] : INFO : Epoch 1611 | loss: 0.0311295 | val_loss: 0.0311713 | Time: 4211.91 ms [2021-01-22 08:53:51 main:574] : INFO : Epoch 1612 | loss: 0.031131 | val_loss: 0.0311729 | Time: 4242.35 ms [2021-01-22 08:53:55 main:574] : INFO : Epoch 1613 | loss: 0.0311338 | val_loss: 0.0311674 | Time: 4202.45 ms [2021-01-22 08:53:59 main:574] : INFO : Epoch 1614 | loss: 0.031137 | val_loss: 0.0311693 | Time: 4226.58 ms [2021-01-22 08:54:03 main:574] : INFO : Epoch 1615 | loss: 0.0311324 | val_loss: 0.0311732 | Time: 4252.81 ms [2021-01-22 08:54:08 main:574] : INFO : Epoch 1616 | loss: 0.031129 | val_loss: 0.0311737 | Time: 4256.35 ms [2021-01-22 08:54:12 main:574] : INFO : Epoch 1617 | loss: 0.0311272 | val_loss: 0.0311737 | Time: 4239.31 ms [2021-01-22 08:54:16 main:574] : INFO : Epoch 1618 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 4220.04 ms [2021-01-22 08:54:21 main:574] : INFO : Epoch 1619 | loss: 0.0311408 | val_loss: 0.0311693 | Time: 4199.03 ms [2021-01-22 08:54:25 main:574] : INFO : Epoch 1620 | loss: 0.0311391 | val_loss: 0.0311699 | Time: 4188.15 ms [2021-01-22 08:54:29 main:574] : INFO : Epoch 1621 | loss: 0.0311343 | val_loss: 0.0311652 | Time: 4223.03 ms [2021-01-22 08:54:33 main:574] : INFO : Epoch 1622 | loss: 0.0311327 | val_loss: 0.0311676 | Time: 4256.05 ms [2021-01-22 08:54:38 main:574] : INFO : Epoch 1623 | loss: 0.031132 | val_loss: 0.0311731 | Time: 4214 ms [2021-01-22 08:54:42 main:574] : INFO : Epoch 1624 | loss: 0.0311288 | val_loss: 0.0311705 | Time: 4255.59 ms [2021-01-22 08:54:46 main:574] : INFO : Epoch 1625 | loss: 0.0311315 | val_loss: 0.0311726 | Time: 4237.52 ms [2021-01-22 08:54:51 main:574] : INFO : Epoch 1626 | loss: 0.031128 | val_loss: 0.0311698 | Time: 4248.13 ms [2021-01-22 08:54:55 main:574] : INFO : Epoch 1627 | loss: 0.0311311 | val_loss: 0.031182 | Time: 4192.89 ms [2021-01-22 08:54:59 main:574] : INFO : Epoch 1628 | loss: 0.0311312 | val_loss: 0.0311734 | Time: 4273.57 ms [2021-01-22 08:55:04 main:574] : INFO : Epoch 1629 | loss: 0.0311271 | val_loss: 0.0311743 | Time: 4265.15 ms [2021-01-22 08:55:08 main:574] : INFO : Epoch 1630 | loss: 0.031126 | val_loss: 0.0311733 | Time: 4187.95 ms [2021-01-22 08:55:12 main:574] : INFO : Epoch 1631 | loss: 0.0311249 | val_loss: 0.0311724 | Time: 4213.05 ms [2021-01-22 08:55:16 main:574] : INFO : Epoch 1632 | loss: 0.0311304 | val_loss: 0.0311723 | Time: 4219.23 ms [2021-01-22 08:55:21 main:574] : INFO : Epoch 1633 | loss: 0.0311289 | val_loss: 0.0311685 | Time: 4250.15 ms [2021-01-22 08:55:25 main:574] : INFO : Epoch 1634 | loss: 0.0311274 | val_loss: 0.0311693 | Time: 4229.57 ms [2021-01-22 08:55:29 main:574] : INFO : Epoch 1635 | loss: 0.0311284 | val_loss: 0.0311699 | Time: 4214.96 ms [2021-01-22 08:55:34 main:574] : INFO : Epoch 1636 | loss: 0.0311301 | val_loss: 0.0311684 | Time: 4217.93 ms [2021-01-22 08:55:38 main:574] : INFO : Epoch 1637 | loss: 0.0311267 | val_loss: 0.031183 | Time: 4250.25 ms [2021-01-22 08:55:42 main:574] : INFO : Epoch 1638 | loss: 0.0311275 | val_loss: 0.0311753 | Time: 4235.15 ms [2021-01-22 08:55:46 main:574] : INFO : Epoch 1639 | loss: 0.0311295 | val_loss: 0.0311715 | Time: 4248.56 ms [2021-01-22 08:55:51 main:574] : INFO : Epoch 1640 | loss: 0.0311277 | val_loss: 0.0311738 | Time: 4242.64 ms [2021-01-22 08:55:55 main:574] : INFO : Epoch 1641 | loss: 0.0311274 | val_loss: 0.0311708 | Time: 4256.96 ms [2021-01-22 08:55:59 main:574] : INFO : Epoch 1642 | loss: 0.0311256 | val_loss: 0.0311706 | Time: 4170.93 ms [2021-01-22 08:56:04 main:574] : INFO : Epoch 1643 | loss: 0.0311271 | val_loss: 0.0311722 | Time: 4173.07 ms [2021-01-22 08:56:08 main:574] : INFO : Epoch 1644 | loss: 0.0311269 | val_loss: 0.0311748 | Time: 4201.51 ms [2021-01-22 08:56:12 main:574] : INFO : Epoch 1645 | loss: 0.0311256 | val_loss: 0.031175 | Time: 4167.42 ms [2021-01-22 08:56:16 main:574] : INFO : Epoch 1646 | loss: 0.0311258 | val_loss: 0.0311853 | Time: 4209.39 ms [2021-01-22 08:56:21 main:574] : INFO : Epoch 1647 | loss: 0.0311324 | val_loss: 0.0311704 | Time: 4211.14 ms [2021-01-22 08:56:25 main:574] : INFO : Epoch 1648 | loss: 0.031133 | val_loss: 0.0311829 | Time: 4237.05 ms [2021-01-22 08:56:29 main:574] : INFO : Epoch 1649 | loss: 0.0311324 | val_loss: 0.0311702 | Time: 4273.06 ms [2021-01-22 08:56:33 main:574] : INFO : Epoch 1650 | loss: 0.0311293 | val_loss: 0.0311725 | Time: 4206.54 ms [2021-01-22 08:56:38 main:574] : INFO : Epoch 1651 | loss: 0.031131 | val_loss: 0.0311786 | Time: 4234.42 ms [2021-01-22 08:56:42 main:574] : INFO : Epoch 1652 | loss: 0.0311304 | val_loss: 0.0311716 | Time: 4204.45 ms [2021-01-22 08:56:46 main:574] : INFO : Epoch 1653 | loss: 0.031133 | val_loss: 0.0311695 | Time: 4218.46 ms [2021-01-22 08:56:51 main:574] : INFO : Epoch 1654 | loss: 0.0311283 | val_loss: 0.0311741 | Time: 4217.07 ms [2021-01-22 08:56:55 main:574] : INFO : Epoch 1655 | loss: 0.0311283 | val_loss: 0.0311708 | Time: 4176.1 ms [2021-01-22 08:56:59 main:574] : INFO : Epoch 1656 | loss: 0.0311349 | val_loss: 0.031171 | Time: 4222.47 ms [2021-01-22 08:57:03 main:574] : INFO : Epoch 1657 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 4235.04 ms [2021-01-22 08:57:08 main:574] : INFO : Epoch 1658 | loss: 0.0311445 | val_loss: 0.0311689 | Time: 4232.78 ms [2021-01-22 08:57:12 main:574] : INFO : Epoch 1659 | loss: 0.0311394 | val_loss: 0.0311673 | Time: 4149.28 ms [2021-01-22 08:57:16 main:574] : INFO : Epoch 1660 | loss: 0.0311374 | val_loss: 0.0311627 | Time: 4251.64 ms [2021-01-22 08:57:21 main:574] : INFO : Epoch 1661 | loss: 0.0311348 | val_loss: 0.0311644 | Time: 4208.53 ms [2021-01-22 08:57:25 main:574] : INFO : Epoch 1662 | loss: 0.0311326 | val_loss: 0.0311668 | Time: 4192.29 ms [2021-01-22 08:57:29 main:574] : INFO : Epoch 1663 | loss: 0.0311327 | val_loss: 0.0311703 | Time: 4288.39 ms [2021-01-22 08:57:33 main:574] : INFO : Epoch 1664 | loss: 0.0311319 | val_loss: 0.0311762 | Time: 4290.84 ms [2021-01-22 08:57:38 main:574] : INFO : Epoch 1665 | loss: 0.0311302 | val_loss: 0.0311681 | Time: 4290.29 ms [2021-01-22 08:57:42 main:574] : INFO : Epoch 1666 | loss: 0.0311296 | val_loss: 0.0311674 | Time: 4238.14 ms [2021-01-22 08:57:46 main:574] : INFO : Epoch 1667 | loss: 0.0311322 | val_loss: 0.031166 | Time: 4221.82 ms [2021-01-22 08:57:51 main:574] : INFO : Epoch 1668 | loss: 0.0311292 | val_loss: 0.0311727 | Time: 4204.27 ms [2021-01-22 08:57:55 main:574] : INFO : Epoch 1669 | loss: 0.0311267 | val_loss: 0.0311684 | Time: 4191.66 ms [2021-01-22 08:57:59 main:574] : INFO : Epoch 1670 | loss: 0.0311273 | val_loss: 0.0311704 | Time: 4243.57 ms [2021-01-22 08:58:03 main:574] : INFO : Epoch 1671 | loss: 0.0311256 | val_loss: 0.0311726 | Time: 4222.59 ms [2021-01-22 08:58:08 main:574] : INFO : Epoch 1672 | loss: 0.0311303 | val_loss: 0.0311682 | Time: 4257.75 ms [2021-01-22 08:58:12 main:574] : INFO : Epoch 1673 | loss: 0.0311255 | val_loss: 0.031174 | Time: 4285.18 ms [2021-01-22 08:58:16 main:574] : INFO : Epoch 1674 | loss: 0.0311305 | val_loss: 0.031172 | Time: 4248.32 ms [2021-01-22 08:58:21 main:574] : INFO : Epoch 1675 | loss: 0.0311267 | val_loss: 0.0311739 | Time: 4222.87 ms [2021-01-22 08:58:25 main:574] : INFO : Epoch 1676 | loss: 0.0311237 | val_loss: 0.031174 | Time: 4262.81 ms [2021-01-22 08:58:29 main:574] : INFO : Epoch 1677 | loss: 0.0311246 | val_loss: 0.0311753 | Time: 4206.37 ms [2021-01-22 08:58:34 main:574] : INFO : Epoch 1678 | loss: 0.0311309 | val_loss: 0.0311686 | Time: 4327.06 ms [2021-01-22 08:58:38 main:574] : INFO : Epoch 1679 | loss: 0.031132 | val_loss: 0.0311697 | Time: 4178.31 ms [2021-01-22 08:58:42 main:574] : INFO : Epoch 1680 | loss: 0.0311265 | val_loss: 0.0311765 | Time: 4267.35 ms [2021-01-22 08:58:47 main:574] : INFO : Epoch 1681 | loss: 0.0311236 | val_loss: 0.0311723 | Time: 4255.79 ms [2021-01-22 08:58:51 main:574] : INFO : Epoch 1682 | loss: 0.0311241 | val_loss: 0.0311723 | Time: 4188.8 ms [2021-01-22 08:58:55 main:574] : INFO : Epoch 1683 | loss: 0.0311232 | val_loss: 0.0311771 | Time: 4215.3 ms [2021-01-22 08:59:00 main:574] : INFO : Epoch 1684 | loss: 0.0311264 | val_loss: 0.0311721 | Time: 4240.06 ms [2021-01-22 08:59:04 main:574] : INFO : Epoch 1685 | loss: 0.0311307 | val_loss: 0.0311809 | Time: 4240.44 ms [2021-01-22 08:59:08 main:574] : INFO : Epoch 1686 | loss: 0.0311296 | val_loss: 0.0311802 | Time: 4179.92 ms [2021-01-22 08:59:13 main:574] : INFO : Epoch 1687 | loss: 0.0311266 | val_loss: 0.031173 | Time: 4232.19 ms [2021-01-22 08:59:17 main:574] : INFO : Epoch 1688 | loss: 0.0311228 | val_loss: 0.0311727 | Time: 4251.11 ms [2021-01-22 08:59:21 main:574] : INFO : Epoch 1689 | loss: 0.0311303 | val_loss: 0.0311696 | Time: 4260.82 ms [2021-01-22 08:59:26 main:574] : INFO : Epoch 1690 | loss: 0.031127 | val_loss: 0.0311716 | Time: 4336.64 ms [2021-01-22 08:59:30 main:574] : INFO : Epoch 1691 | loss: 0.0311269 | val_loss: 0.0311738 | Time: 4177.29 ms [2021-01-22 08:59:34 main:574] : INFO : Epoch 1692 | loss: 0.0311238 | val_loss: 0.031173 | Time: 4300.51 ms [2021-01-22 08:59:38 main:574] : INFO : Epoch 1693 | loss: 0.0311225 | val_loss: 0.0311725 | Time: 4237.78 ms [2021-01-22 08:59:43 main:574] : INFO : Epoch 1694 | loss: 0.0311254 | val_loss: 0.031174 | Time: 4232.35 ms [2021-01-22 08:59:47 main:574] : INFO : Epoch 1695 | loss: 0.0311245 | val_loss: 0.0311723 | Time: 4213.12 ms [2021-01-22 08:59:51 main:574] : INFO : Epoch 1696 | loss: 0.0311233 | val_loss: 0.0311741 | Time: 4217.41 ms [2021-01-22 08:59:56 main:574] : INFO : Epoch 1697 | loss: 0.0311244 | val_loss: 0.0311709 | Time: 4242.92 ms [2021-01-22 09:00:00 main:574] : INFO : Epoch 1698 | loss: 0.0311229 | val_loss: 0.0311749 | Time: 4262.86 ms [2021-01-22 09:00:04 main:574] : INFO : Epoch 1699 | loss: 0.0311264 | val_loss: 0.0311667 | Time: 4223.04 ms [2021-01-22 09:00:09 main:574] : INFO : Epoch 1700 | loss: 0.0311466 | val_loss: 0.0311767 | Time: 4221.2 ms [2021-01-22 09:00:13 main:574] : INFO : Epoch 1701 | loss: 0.0311436 | val_loss: 0.0311675 | Time: 4268.63 ms [2021-01-22 09:00:17 main:574] : INFO : Epoch 1702 | loss: 0.0311374 | val_loss: 0.0311698 | Time: 4293.3 ms [2021-01-22 09:00:21 main:574] : INFO : Epoch 1703 | loss: 0.0311349 | val_loss: 0.0311696 | Time: 4190.22 ms [2021-01-22 09:00:26 main:574] : INFO : Epoch 1704 | loss: 0.0311362 | val_loss: 0.0311666 | Time: 4218.65 ms [2021-01-22 09:00:30 main:574] : INFO : Epoch 1705 | loss: 0.0311321 | val_loss: 0.0311699 | Time: 4237.86 ms [2021-01-22 09:00:34 main:574] : INFO : Epoch 1706 | loss: 0.0311309 | val_loss: 0.0311681 | Time: 4184.82 ms [2021-01-22 09:00:39 main:574] : INFO : Epoch 1707 | loss: 0.0311314 | val_loss: 0.0311721 | Time: 4255.09 ms [2021-01-22 09:00:43 main:574] : INFO : Epoch 1708 | loss: 0.0311305 | val_loss: 0.0311777 | Time: 4218.97 ms [2021-01-22 09:00:47 main:574] : INFO : Epoch 1709 | loss: 0.0311337 | val_loss: 0.0311697 | Time: 4265.01 ms [2021-01-22 09:00:52 main:574] : INFO : Epoch 1710 | loss: 0.0311327 | val_loss: 0.0311662 | Time: 4223.12 ms [2021-01-22 09:00:56 main:574] : INFO : Epoch 1711 | loss: 0.0311279 | val_loss: 0.0311716 | Time: 4184.84 ms [2021-01-22 09:01:00 main:574] : INFO : Epoch 1712 | loss: 0.0311281 | val_loss: 0.0311703 | Time: 4201.26 ms [2021-01-22 09:01:04 main:574] : INFO : Epoch 1713 | loss: 0.0311282 | val_loss: 0.0311705 | Time: 4210.77 ms [2021-01-22 09:01:09 main:574] : INFO : Epoch 1714 | loss: 0.0311253 | val_loss: 0.0311718 | Time: 4251.13 ms [2021-01-22 09:01:13 main:574] : INFO : Epoch 1715 | loss: 0.0311318 | val_loss: 0.0311728 | Time: 4299.35 ms [2021-01-22 09:01:17 main:574] : INFO : Epoch 1716 | loss: 0.0311266 | val_loss: 0.031167 | Time: 4300.8 ms [2021-01-22 09:01:22 main:574] : INFO : Epoch 1717 | loss: 0.0311236 | val_loss: 0.0311696 | Time: 4258.87 ms [2021-01-22 09:01:26 main:574] : INFO : Epoch 1718 | loss: 0.0311247 | val_loss: 0.0311675 | Time: 4241.23 ms [2021-01-22 09:01:30 main:574] : INFO : Epoch 1719 | loss: 0.0311268 | val_loss: 0.0311662 | Time: 4261.76 ms [2021-01-22 09:01:34 main:574] : INFO : Epoch 1720 | loss: 0.0311273 | val_loss: 0.031168 | Time: 4180.33 ms [2021-01-22 09:01:39 main:574] : INFO : Epoch 1721 | loss: 0.0311265 | val_loss: 0.0311673 | Time: 4190.37 ms [2021-01-22 09:01:43 main:574] : INFO : Epoch 1722 | loss: 0.0311257 | val_loss: 0.0311752 | Time: 4194.68 ms [2021-01-22 09:01:47 main:574] : INFO : Epoch 1723 | loss: 0.0311292 | val_loss: 0.0311666 | Time: 4294.57 ms [2021-01-22 09:01:52 main:574] : INFO : Epoch 1724 | loss: 0.0311275 | val_loss: 0.0311686 | Time: 4204.65 ms [2021-01-22 09:01:56 main:574] : INFO : Epoch 1725 | loss: 0.0311245 | val_loss: 0.0311737 | Time: 4262.17 ms [2021-01-22 09:02:00 main:574] : INFO : Epoch 1726 | loss: 0.0311225 | val_loss: 0.0311662 | Time: 4171.28 ms [2021-01-22 09:02:04 main:574] : INFO : Epoch 1727 | loss: 0.0311229 | val_loss: 0.0311692 | Time: 4234.53 ms [2021-01-22 09:02:09 main:574] : INFO : Epoch 1728 | loss: 0.031126 | val_loss: 0.0311731 | Time: 4183.64 ms [2021-01-22 09:02:13 main:574] : INFO : Epoch 1729 | loss: 0.031125 | val_loss: 0.0311797 | Time: 4216.52 ms [2021-01-22 09:02:17 main:574] : INFO : Epoch 1730 | loss: 0.0311275 | val_loss: 0.0311711 | Time: 4235.13 ms [2021-01-22 09:02:22 main:574] : INFO : Epoch 1731 | loss: 0.0311227 | val_loss: 0.0311728 | Time: 4234.47 ms [2021-01-22 09:02:26 main:574] : INFO : Epoch 1732 | loss: 0.031123 | val_loss: 0.0311772 | Time: 4248.64 ms [2021-01-22 09:02:30 main:574] : INFO : Epoch 1733 | loss: 0.0311251 | val_loss: 0.031172 | Time: 4187.94 ms [2021-01-22 09:02:34 main:574] : INFO : Epoch 1734 | loss: 0.0311264 | val_loss: 0.0311689 | Time: 4244.33 ms [2021-01-22 09:02:39 main:574] : INFO : Epoch 1735 | loss: 0.0311322 | val_loss: 0.0311715 | Time: 4193.35 ms [2021-01-22 09:02:43 main:574] : INFO : Epoch 1736 | loss: 0.0311503 | val_loss: 0.031175 | Time: 4246.18 ms [2021-01-22 09:02:47 main:574] : INFO : Epoch 1737 | loss: 0.0311458 | val_loss: 0.0311621 | Time: 4208.63 ms [2021-01-22 09:02:52 main:574] : INFO : Epoch 1738 | loss: 0.0311437 | val_loss: 0.0311839 | Time: 4277.01 ms [2021-01-22 09:02:56 main:574] : INFO : Epoch 1739 | loss: 0.0311398 | val_loss: 0.0311618 | Time: 4165.77 ms [2021-01-22 09:03:00 main:574] : INFO : Epoch 1740 | loss: 0.0311345 | val_loss: 0.0311703 | Time: 4240.78 ms [2021-01-22 09:03:05 main:574] : INFO : Epoch 1741 | loss: 0.0311333 | val_loss: 0.0311684 | Time: 4265.8 ms [2021-01-22 09:03:09 main:574] : INFO : Epoch 1742 | loss: 0.0311298 | val_loss: 0.0311706 | Time: 4206.8 ms [2021-01-22 09:03:13 main:574] : INFO : Epoch 1743 | loss: 0.0311287 | val_loss: 0.0311661 | Time: 4276.58 ms [2021-01-22 09:03:18 main:574] : INFO : Epoch 1744 | loss: 0.0311261 | val_loss: 0.0311652 | Time: 4340.57 ms [2021-01-22 09:03:22 main:574] : INFO : Epoch 1745 | loss: 0.0311281 | val_loss: 0.0311679 | Time: 4219.71 ms [2021-01-22 09:03:26 main:574] : INFO : Epoch 1746 | loss: 0.0311289 | val_loss: 0.0311744 | Time: 4232.53 ms [2021-01-22 09:03:31 main:574] : INFO : Epoch 1747 | loss: 0.0311307 | val_loss: 0.0311703 | Time: 4220.79 ms [2021-01-22 09:03:35 main:574] : INFO : Epoch 1748 | loss: 0.0311265 | val_loss: 0.0311653 | Time: 4257.67 ms [2021-01-22 09:03:39 main:574] : INFO : Epoch 1749 | loss: 0.0311267 | val_loss: 0.0311759 | Time: 4253.9 ms [2021-01-22 09:03:44 main:574] : INFO : Epoch 1750 | loss: 0.0311288 | val_loss: 0.031174 | Time: 4252.63 ms [2021-01-22 09:03:48 main:574] : INFO : Epoch 1751 | loss: 0.0311261 | val_loss: 0.0311662 | Time: 4267.82 ms [2021-01-22 09:03:52 main:574] : INFO : Epoch 1752 | loss: 0.0311229 | val_loss: 0.0311708 | Time: 4235.26 ms [2021-01-22 09:03:57 main:574] : INFO : Epoch 1753 | loss: 0.0311289 | val_loss: 0.0311658 | Time: 4171.92 ms [2021-01-22 09:04:01 main:574] : INFO : Epoch 1754 | loss: 0.0311274 | val_loss: 0.0311659 | Time: 4259.8 ms [2021-01-22 09:04:05 main:574] : INFO : Epoch 1755 | loss: 0.0311266 | val_loss: 0.0311651 | Time: 4239.14 ms [2021-01-22 09:04:09 main:574] : INFO : Epoch 1756 | loss: 0.0311283 | val_loss: 0.0311672 | Time: 4264.08 ms [2021-01-22 09:04:14 main:574] : INFO : Epoch 1757 | loss: 0.031127 | val_loss: 0.0311802 | Time: 4205.36 ms [2021-01-22 09:04:18 main:574] : INFO : Epoch 1758 | loss: 0.0311257 | val_loss: 0.0311717 | Time: 4268.47 ms [2021-01-22 09:04:22 main:574] : INFO : Epoch 1759 | loss: 0.0311239 | val_loss: 0.0311671 | Time: 4250.83 ms [2021-01-22 09:04:27 main:574] : INFO : Epoch 1760 | loss: 0.0311214 | val_loss: 0.0311642 | Time: 4220.57 ms [2021-01-22 09:04:31 main:574] : INFO : Epoch 1761 | loss: 0.0311231 | val_loss: 0.0311798 | Time: 4213.73 ms [2021-01-22 09:04:35 main:574] : INFO : Epoch 1762 | loss: 0.0311241 | val_loss: 0.031177 | Time: 4231.74 ms [2021-01-22 09:04:39 main:574] : INFO : Epoch 1763 | loss: 0.0311261 | val_loss: 0.0311657 | Time: 4262.15 ms [2021-01-22 09:04:44 main:574] : INFO : Epoch 1764 | loss: 0.0311285 | val_loss: 0.0311702 | Time: 4226.93 ms [2021-01-22 09:04:48 main:574] : INFO : Epoch 1765 | loss: 0.0311277 | val_loss: 0.0311743 | Time: 4267.98 ms [2021-01-22 09:04:52 main:574] : INFO : Epoch 1766 | loss: 0.0311332 | val_loss: 0.0311646 | Time: 4280.71 ms [2021-01-22 09:04:57 main:574] : INFO : Epoch 1767 | loss: 0.0311284 | val_loss: 0.0311636 | Time: 4223.09 ms [2021-01-22 09:05:01 main:574] : INFO : Epoch 1768 | loss: 0.0311236 | val_loss: 0.0311767 | Time: 4245.11 ms [2021-01-22 09:05:05 main:574] : INFO : Epoch 1769 | loss: 0.0311263 | val_loss: 0.0311677 | Time: 4143.78 ms [2021-01-22 09:05:09 main:574] : INFO : Epoch 1770 | loss: 0.0311278 | val_loss: 0.0311807 | Time: 4179.32 ms [2021-01-22 09:05:14 main:574] : INFO : Epoch 1771 | loss: 0.0311238 | val_loss: 0.0311759 | Time: 4154.77 ms [2021-01-22 09:05:18 main:574] : INFO : Epoch 1772 | loss: 0.0311242 | val_loss: 0.031178 | Time: 4127.38 ms [2021-01-22 09:05:22 main:574] : INFO : Epoch 1773 | loss: 0.031121 | val_loss: 0.0311729 | Time: 4139.36 ms [2021-01-22 09:05:26 main:574] : INFO : Epoch 1774 | loss: 0.0311229 | val_loss: 0.0311701 | Time: 4157.95 ms [2021-01-22 09:05:31 main:574] : INFO : Epoch 1775 | loss: 0.0311254 | val_loss: 0.0311714 | Time: 4168.49 ms [2021-01-22 09:05:35 main:574] : INFO : Epoch 1776 | loss: 0.0311282 | val_loss: 0.0311732 | Time: 4136.09 ms [2021-01-22 09:05:39 main:574] : INFO : Epoch 1777 | loss: 0.0311289 | val_loss: 0.0311721 | Time: 4143.88 ms [2021-01-22 09:05:43 main:574] : INFO : Epoch 1778 | loss: 0.0311265 | val_loss: 0.0311693 | Time: 4127.58 ms [2021-01-22 09:05:48 main:574] : INFO : Epoch 1779 | loss: 0.0311313 | val_loss: 0.0311745 | Time: 4137.87 ms [2021-01-22 09:05:52 main:574] : INFO : Epoch 1780 | loss: 0.0311346 | val_loss: 0.0311864 | Time: 4117.14 ms [2021-01-22 09:05:56 main:574] : INFO : Epoch 1781 | loss: 0.0311334 | val_loss: 0.0311695 | Time: 4136.62 ms [2021-01-22 09:06:00 main:574] : INFO : Epoch 1782 | loss: 0.0311256 | val_loss: 0.0311693 | Time: 4143.47 ms [2021-01-22 09:06:04 main:574] : INFO : Epoch 1783 | loss: 0.0311234 | val_loss: 0.0311714 | Time: 4155.44 ms [2021-01-22 09:06:09 main:574] : INFO : Epoch 1784 | loss: 0.0311231 | val_loss: 0.0311712 | Time: 4173.61 ms [2021-01-22 09:06:13 main:574] : INFO : Epoch 1785 | loss: 0.0311232 | val_loss: 0.0311732 | Time: 4136.33 ms [2021-01-22 09:06:17 main:574] : INFO : Epoch 1786 | loss: 0.0311283 | val_loss: 0.031169 | Time: 4142.6 ms [2021-01-22 09:06:21 main:574] : INFO : Epoch 1787 | loss: 0.0311306 | val_loss: 0.0311711 | Time: 4094.82 ms [2021-01-22 09:06:25 main:574] : INFO : Epoch 1788 | loss: 0.0311294 | val_loss: 0.0311687 | Time: 4126.2 ms [2021-01-22 09:06:30 main:574] : INFO : Epoch 1789 | loss: 0.0311293 | val_loss: 0.0311709 | Time: 4157.65 ms [2021-01-22 09:06:34 main:574] : INFO : Epoch 1790 | loss: 0.0311274 | val_loss: 0.0311719 | Time: 4123.55 ms [2021-01-22 09:06:38 main:574] : INFO : Epoch 1791 | loss: 0.031125 | val_loss: 0.0311766 | Time: 4124.82 ms [2021-01-22 09:06:42 main:574] : INFO : Epoch 1792 | loss: 0.0311226 | val_loss: 0.03117 | Time: 4198.97 ms [2021-01-22 09:06:46 main:574] : INFO : Epoch 1793 | loss: 0.0311244 | val_loss: 0.0311777 | Time: 4131.97 ms [2021-01-22 09:06:51 main:574] : INFO : Epoch 1794 | loss: 0.0311227 | val_loss: 0.031169 | Time: 4124.99 ms [2021-01-22 09:06:55 main:574] : INFO : Epoch 1795 | loss: 0.0311207 | val_loss: 0.0311763 | Time: 4159.97 ms [2021-01-22 09:06:59 main:574] : INFO : Epoch 1796 | loss: 0.0311243 | val_loss: 0.0311802 | Time: 4157.41 ms [2021-01-22 09:07:03 main:574] : INFO : Epoch 1797 | loss: 0.0311198 | val_loss: 0.0311798 | Time: 4150.49 ms [2021-01-22 09:07:07 main:574] : INFO : Epoch 1798 | loss: 0.0311221 | val_loss: 0.0311845 | Time: 4155.43 ms [2021-01-22 09:07:12 main:574] : INFO : Epoch 1799 | loss: 0.0311183 | val_loss: 0.0311754 | Time: 4132.16 ms [2021-01-22 09:07:16 main:574] : INFO : Epoch 1800 | loss: 0.0311185 | val_loss: 0.0311772 | Time: 4136.43 ms [2021-01-22 09:07:20 main:574] : INFO : Epoch 1801 | loss: 0.0311197 | val_loss: 0.0311772 | Time: 4126.03 ms [2021-01-22 09:07:24 main:574] : INFO : Epoch 1802 | loss: 0.0311203 | val_loss: 0.031172 | Time: 4151.42 ms [2021-01-22 09:07:28 main:574] : INFO : Epoch 1803 | loss: 0.0311204 | val_loss: 0.0311741 | Time: 4149.11 ms [2021-01-22 09:07:33 main:574] : INFO : Epoch 1804 | loss: 0.0311204 | val_loss: 0.0311742 | Time: 4121.3 ms [2021-01-22 09:07:37 main:574] : INFO : Epoch 1805 | loss: 0.03112 | val_loss: 0.0311689 | Time: 4202.18 ms [2021-01-22 09:07:41 main:574] : INFO : Epoch 1806 | loss: 0.0311215 | val_loss: 0.0311718 | Time: 4153.13 ms [2021-01-22 09:07:45 main:574] : INFO : Epoch 1807 | loss: 0.031119 | val_loss: 0.0311799 | Time: 4144.66 ms [2021-01-22 09:07:50 main:574] : INFO : Epoch 1808 | loss: 0.03112 | val_loss: 0.0311747 | Time: 4140.77 ms [2021-01-22 09:07:54 main:574] : INFO : Epoch 1809 | loss: 0.031132 | val_loss: 0.0311676 | Time: 4137.53 ms [2021-01-22 09:07:58 main:574] : INFO : Epoch 1810 | loss: 0.0311464 | val_loss: 0.0311698 | Time: 4119.54 ms [2021-01-22 09:08:02 main:574] : INFO : Epoch 1811 | loss: 0.0311413 | val_loss: 0.0311691 | Time: 4154.52 ms [2021-01-22 09:08:06 main:574] : INFO : Epoch 1812 | loss: 0.0311361 | val_loss: 0.0311678 | Time: 4162.67 ms [2021-01-22 09:08:11 main:574] : INFO : Epoch 1813 | loss: 0.03114 | val_loss: 0.0311656 | Time: 4125.59 ms [2021-01-22 09:08:15 main:574] : INFO : Epoch 1814 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 4120.32 ms [2021-01-22 09:08:19 main:574] : INFO : Epoch 1815 | loss: 0.0311303 | val_loss: 0.031169 | Time: 4144.04 ms [2021-01-22 09:08:23 main:574] : INFO : Epoch 1816 | loss: 0.0311286 | val_loss: 0.0311682 | Time: 4151.51 ms [2021-01-22 09:08:27 main:574] : INFO : Epoch 1817 | loss: 0.0311272 | val_loss: 0.0311704 | Time: 4155.88 ms [2021-01-22 09:08:32 main:574] : INFO : Epoch 1818 | loss: 0.0311253 | val_loss: 0.0311698 | Time: 4103.8 ms [2021-01-22 09:08:36 main:574] : INFO : Epoch 1819 | loss: 0.0311264 | val_loss: 0.0311739 | Time: 4123.37 ms [2021-01-22 09:08:40 main:574] : INFO : Epoch 1820 | loss: 0.0311273 | val_loss: 0.0311746 | Time: 4149.18 ms [2021-01-22 09:08:45 main:574] : INFO : Epoch 1821 | loss: 0.0311278 | val_loss: 0.031174 | Time: 4172.34 ms [2021-01-22 09:08:49 main:574] : INFO : Epoch 1822 | loss: 0.0311368 | val_loss: 0.0311786 | Time: 4123.89 ms [2021-01-22 09:08:53 main:574] : INFO : Epoch 1823 | loss: 0.0311344 | val_loss: 0.0311697 | Time: 4130.17 ms [2021-01-22 09:08:57 main:574] : INFO : Epoch 1824 | loss: 0.0311312 | val_loss: 0.0311723 | Time: 4157.89 ms [2021-01-22 09:09:01 main:574] : INFO : Epoch 1825 | loss: 0.0311294 | val_loss: 0.0311743 | Time: 4115.17 ms [2021-01-22 09:09:05 main:574] : INFO : Epoch 1826 | loss: 0.0311301 | val_loss: 0.031178 | Time: 4129.19 ms [2021-01-22 09:09:10 main:574] : INFO : Epoch 1827 | loss: 0.0311342 | val_loss: 0.0311881 | Time: 4142 ms [2021-01-22 09:09:14 main:574] : INFO : Epoch 1828 | loss: 0.0311378 | val_loss: 0.0311734 | Time: 4142.56 ms [2021-01-22 09:09:18 main:574] : INFO : Epoch 1829 | loss: 0.0311288 | val_loss: 0.031173 | Time: 4143.52 ms [2021-01-22 09:09:22 main:574] : INFO : Epoch 1830 | loss: 0.0311281 | val_loss: 0.0311792 | Time: 4117.95 ms [2021-01-22 09:09:26 main:574] : INFO : Epoch 1831 | loss: 0.0311266 | val_loss: 0.031187 | Time: 4103.44 ms [2021-01-22 09:09:31 main:574] : INFO : Epoch 1832 | loss: 0.0311261 | val_loss: 0.0311716 | Time: 4147.63 ms [2021-01-22 09:09:35 main:574] : INFO : Epoch 1833 | loss: 0.031126 | val_loss: 0.0311886 | Time: 4128.73 ms [2021-01-22 09:09:39 main:574] : INFO : Epoch 1834 | loss: 0.0311255 | val_loss: 0.0311738 | Time: 4142.54 ms [2021-01-22 09:09:43 main:574] : INFO : Epoch 1835 | loss: 0.0311246 | val_loss: 0.0311753 | Time: 4128.58 ms [2021-01-22 09:09:48 main:574] : INFO : Epoch 1836 | loss: 0.031122 | val_loss: 0.0311749 | Time: 4145.85 ms [2021-01-22 09:09:52 main:574] : INFO : Epoch 1837 | loss: 0.031123 | val_loss: 0.031174 | Time: 4152.12 ms [2021-01-22 09:09:56 main:574] : INFO : Epoch 1838 | loss: 0.031126 | val_loss: 0.0311724 | Time: 4156.17 ms [2021-01-22 09:10:00 main:574] : INFO : Epoch 1839 | loss: 0.0311275 | val_loss: 0.0311742 | Time: 4099.43 ms [2021-01-22 09:10:04 main:574] : INFO : Epoch 1840 | loss: 0.0311361 | val_loss: 0.0311663 | Time: 4117.95 ms [2021-01-22 09:10:09 main:574] : INFO : Epoch 1841 | loss: 0.031134 | val_loss: 0.0311664 | Time: 4144.92 ms [2021-01-22 09:10:13 main:574] : INFO : Epoch 1842 | loss: 0.0311333 | val_loss: 0.0311774 | Time: 4128.11 ms [2021-01-22 09:10:17 main:574] : INFO : Epoch 1843 | loss: 0.0311292 | val_loss: 0.0311687 | Time: 4115.81 ms [2021-01-22 09:10:21 main:574] : INFO : Epoch 1844 | loss: 0.0311292 | val_loss: 0.0311664 | Time: 4174.61 ms [2021-01-22 09:10:26 main:574] : INFO : Epoch 1845 | loss: 0.0311316 | val_loss: 0.0311756 | Time: 4127.09 ms [2021-01-22 09:10:30 main:574] : INFO : Epoch 1846 | loss: 0.0311287 | val_loss: 0.0311729 | Time: 4165.73 ms [2021-01-22 09:10:34 main:574] : INFO : Epoch 1847 | loss: 0.031129 | val_loss: 0.0311822 | Time: 4158.18 ms [2021-01-22 09:10:38 main:574] : INFO : Epoch 1848 | loss: 0.0311268 | val_loss: 0.0311743 | Time: 4129.63 ms [2021-01-22 09:10:42 main:574] : INFO : Epoch 1849 | loss: 0.0311286 | val_loss: 0.0311718 | Time: 4146.07 ms [2021-01-22 09:10:47 main:574] : INFO : Epoch 1850 | loss: 0.0311265 | val_loss: 0.0311712 | Time: 4149.35 ms [2021-01-22 09:10:51 main:574] : INFO : Epoch 1851 | loss: 0.0311251 | val_loss: 0.0311734 | Time: 4123.98 ms [2021-01-22 09:10:55 main:574] : INFO : Epoch 1852 | loss: 0.0311255 | val_loss: 0.0311682 | Time: 4165.03 ms [2021-01-22 09:10:59 main:574] : INFO : Epoch 1853 | loss: 0.0311272 | val_loss: 0.0311719 | Time: 4142.68 ms [2021-01-22 09:11:03 main:574] : INFO : Epoch 1854 | loss: 0.0311256 | val_loss: 0.0311724 | Time: 4176.21 ms [2021-01-22 09:11:08 main:574] : INFO : Epoch 1855 | loss: 0.0311255 | val_loss: 0.0311706 | Time: 4120.98 ms [2021-01-22 09:11:12 main:574] : INFO : Epoch 1856 | loss: 0.0311242 | val_loss: 0.0311741 | Time: 4146.34 ms [2021-01-22 09:11:16 main:574] : INFO : Epoch 1857 | loss: 0.0311248 | val_loss: 0.0311695 | Time: 4137.19 ms [2021-01-22 09:11:20 main:574] : INFO : Epoch 1858 | loss: 0.0311363 | val_loss: 0.031166 | Time: 4137.9 ms [2021-01-22 09:11:24 main:574] : INFO : Epoch 1859 | loss: 0.0311371 | val_loss: 0.031169 | Time: 4143.96 ms [2021-01-22 09:11:29 main:574] : INFO : Epoch 1860 | loss: 0.0311307 | val_loss: 0.0311687 | Time: 4189.33 ms [2021-01-22 09:11:33 main:574] : INFO : Epoch 1861 | loss: 0.0311251 | val_loss: 0.0311677 | Time: 4159.2 ms [2021-01-22 09:11:37 main:574] : INFO : Epoch 1862 | loss: 0.0311251 | val_loss: 0.0311706 | Time: 4123.55 ms [2021-01-22 09:11:41 main:574] : INFO : Epoch 1863 | loss: 0.0311256 | val_loss: 0.0311769 | Time: 4157.47 ms [2021-01-22 09:11:46 main:574] : INFO : Epoch 1864 | loss: 0.0311259 | val_loss: 0.0311734 | Time: 4123.92 ms [2021-01-22 09:11:50 main:574] : INFO : Epoch 1865 | loss: 0.0311229 | val_loss: 0.0311748 | Time: 4172.68 ms [2021-01-22 09:11:54 main:574] : INFO : Epoch 1866 | loss: 0.0311214 | val_loss: 0.0311786 | Time: 4109.54 ms [2021-01-22 09:11:58 main:574] : INFO : Epoch 1867 | loss: 0.0311224 | val_loss: 0.0311765 | Time: 4172.34 ms [2021-01-22 09:12:02 main:574] : INFO : Epoch 1868 | loss: 0.031126 | val_loss: 0.0311697 | Time: 4088.21 ms [2021-01-22 09:12:07 main:574] : INFO : Epoch 1869 | loss: 0.0311267 | val_loss: 0.0311724 | Time: 4115.85 ms [2021-01-22 09:12:11 main:574] : INFO : Epoch 1870 | loss: 0.0311355 | val_loss: 0.0311724 | Time: 4182.09 ms [2021-01-22 09:12:15 main:574] : INFO : Epoch 1871 | loss: 0.0311481 | val_loss: 0.0311642 | Time: 4152.53 ms [2021-01-22 09:12:19 main:574] : INFO : Epoch 1872 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 4156.53 ms [2021-01-22 09:12:24 main:574] : INFO : Epoch 1873 | loss: 0.031141 | val_loss: 0.0311658 | Time: 4195.26 ms [2021-01-22 09:12:28 main:574] : INFO : Epoch 1874 | loss: 0.0311386 | val_loss: 0.0311728 | Time: 4139.09 ms [2021-01-22 09:12:32 main:574] : INFO : Epoch 1875 | loss: 0.0311381 | val_loss: 0.0311669 | Time: 4153.06 ms [2021-01-22 09:12:36 main:574] : INFO : Epoch 1876 | loss: 0.0311354 | val_loss: 0.0311765 | Time: 4129.91 ms [2021-01-22 09:12:41 main:574] : INFO : Epoch 1877 | loss: 0.0311382 | val_loss: 0.0311717 | Time: 4132.12 ms [2021-01-22 09:12:45 main:574] : INFO : Epoch 1878 | loss: 0.0311412 | val_loss: 0.0311703 | Time: 4120.61 ms [2021-01-22 09:12:49 main:574] : INFO : Epoch 1879 | loss: 0.0311344 | val_loss: 0.0311712 | Time: 4166.7 ms [2021-01-22 09:12:53 main:574] : INFO : Epoch 1880 | loss: 0.0311333 | val_loss: 0.0311693 | Time: 4122.22 ms [2021-01-22 09:12:57 main:574] : INFO : Epoch 1881 | loss: 0.0311318 | val_loss: 0.0311768 | Time: 4087.68 ms [2021-01-22 09:13:02 main:574] : INFO : Epoch 1882 | loss: 0.0311329 | val_loss: 0.0311718 | Time: 4150 ms [2021-01-22 09:13:06 main:574] : INFO : Epoch 1883 | loss: 0.0311296 | val_loss: 0.0311682 | Time: 4161.02 ms [2021-01-22 09:13:10 main:574] : INFO : Epoch 1884 | loss: 0.031131 | val_loss: 0.0311713 | Time: 4146.37 ms [2021-01-22 09:13:14 main:574] : INFO : Epoch 1885 | loss: 0.031129 | val_loss: 0.0311731 | Time: 4130.9 ms [2021-01-22 09:13:18 main:574] : INFO : Epoch 1886 | loss: 0.0311303 | val_loss: 0.0311723 | Time: 4121.12 ms [2021-01-22 09:13:23 main:574] : INFO : Epoch 1887 | loss: 0.0311278 | val_loss: 0.031179 | Time: 4127.49 ms [2021-01-22 09:13:27 main:574] : INFO : Epoch 1888 | loss: 0.0311314 | val_loss: 0.0311681 | Time: 4128.68 ms [2021-01-22 09:13:31 main:574] : INFO : Epoch 1889 | loss: 0.0311334 | val_loss: 0.0311705 | Time: 4112.86 ms [2021-01-22 09:13:35 main:574] : INFO : Epoch 1890 | loss: 0.0311327 | val_loss: 0.0311743 | Time: 4152.89 ms [2021-01-22 09:13:39 main:574] : INFO : Epoch 1891 | loss: 0.0311349 | val_loss: 0.031177 | Time: 4120.19 ms [2021-01-22 09:13:44 main:574] : INFO : Epoch 1892 | loss: 0.0311363 | val_loss: 0.0311908 | Time: 4134.12 ms [2021-01-22 09:13:48 main:574] : INFO : Epoch 1893 | loss: 0.0311398 | val_loss: 0.0311708 | Time: 4120.09 ms [2021-01-22 09:13:52 main:574] : INFO : Epoch 1894 | loss: 0.0311305 | val_loss: 0.0311734 | Time: 4125.65 ms [2021-01-22 09:13:56 main:574] : INFO : Epoch 1895 | loss: 0.031131 | val_loss: 0.0311705 | Time: 4121.17 ms [2021-01-22 09:14:00 main:574] : INFO : Epoch 1896 | loss: 0.0311302 | val_loss: 0.0311751 | Time: 4098.93 ms [2021-01-22 09:14:05 main:574] : INFO : Epoch 1897 | loss: 0.0311279 | val_loss: 0.0311817 | Time: 4127.32 ms [2021-01-22 09:14:09 main:574] : INFO : Epoch 1898 | loss: 0.0311378 | val_loss: 0.0311765 | Time: 4132.53 ms [2021-01-22 09:14:13 main:574] : INFO : Epoch 1899 | loss: 0.0311413 | val_loss: 0.0311681 | Time: 4126.09 ms [2021-01-22 09:14:17 main:574] : INFO : Epoch 1900 | loss: 0.0311407 | val_loss: 0.0311693 | Time: 4124.29 ms [2021-01-22 09:14:21 main:574] : INFO : Epoch 1901 | loss: 0.0311411 | val_loss: 0.0311752 | Time: 4202.84 ms [2021-01-22 09:14:26 main:574] : INFO : Epoch 1902 | loss: 0.0311395 | val_loss: 0.0311714 | Time: 4137.82 ms [2021-01-22 09:14:30 main:574] : INFO : Epoch 1903 | loss: 0.0311365 | val_loss: 0.0311747 | Time: 4180.21 ms [2021-01-22 09:14:34 main:574] : INFO : Epoch 1904 | loss: 0.031141 | val_loss: 0.031174 | Time: 4134.62 ms [2021-01-22 09:14:38 main:574] : INFO : Epoch 1905 | loss: 0.0311343 | val_loss: 0.0311685 | Time: 4130.82 ms [2021-01-22 09:14:43 main:574] : INFO : Epoch 1906 | loss: 0.0311311 | val_loss: 0.0311705 | Time: 4135.17 ms [2021-01-22 09:14:47 main:574] : INFO : Epoch 1907 | loss: 0.0311306 | val_loss: 0.0311736 | Time: 4124.77 ms [2021-01-22 09:14:51 main:574] : INFO : Epoch 1908 | loss: 0.0311279 | val_loss: 0.0311725 | Time: 4124.81 ms [2021-01-22 09:14:55 main:574] : INFO : Epoch 1909 | loss: 0.0311306 | val_loss: 0.0311719 | Time: 4149.78 ms [2021-01-22 09:14:59 main:574] : INFO : Epoch 1910 | loss: 0.03114 | val_loss: 0.0311725 | Time: 4116.03 ms [2021-01-22 09:15:04 main:574] : INFO : Epoch 1911 | loss: 0.0311364 | val_loss: 0.0311763 | Time: 4137.06 ms [2021-01-22 09:15:08 main:574] : INFO : Epoch 1912 | loss: 0.0311342 | val_loss: 0.0311703 | Time: 4152.54 ms [2021-01-22 09:15:12 main:574] : INFO : Epoch 1913 | loss: 0.0311336 | val_loss: 0.0311734 | Time: 4166.96 ms [2021-01-22 09:15:16 main:574] : INFO : Epoch 1914 | loss: 0.0311321 | val_loss: 0.0311822 | Time: 4138.15 ms [2021-01-22 09:15:21 main:574] : INFO : Epoch 1915 | loss: 0.0311309 | val_loss: 0.0311681 | Time: 4153.67 ms [2021-01-22 09:15:25 main:574] : INFO : Epoch 1916 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 4125.76 ms [2021-01-22 09:15:29 main:574] : INFO : Epoch 1917 | loss: 0.0311375 | val_loss: 0.0311658 | Time: 4161.92 ms [2021-01-22 09:15:33 main:574] : INFO : Epoch 1918 | loss: 0.0311321 | val_loss: 0.0311699 | Time: 4196.43 ms [2021-01-22 09:15:38 main:574] : INFO : Epoch 1919 | loss: 0.0311306 | val_loss: 0.0311727 | Time: 4168.21 ms [2021-01-22 09:15:42 main:574] : INFO : Epoch 1920 | loss: 0.0311291 | val_loss: 0.0311778 | Time: 4111.35 ms [2021-01-22 09:15:46 main:574] : INFO : Epoch 1921 | loss: 0.0311293 | val_loss: 0.0311706 | Time: 4161.26 ms [2021-01-22 09:15:50 main:574] : INFO : Epoch 1922 | loss: 0.0311268 | val_loss: 0.0311746 | Time: 4131.41 ms [2021-01-22 09:15:54 main:574] : INFO : Epoch 1923 | loss: 0.0311266 | val_loss: 0.0311813 | Time: 4155.75 ms [2021-01-22 09:15:58 main:574] : INFO : Epoch 1924 | loss: 0.0311329 | val_loss: 0.0311718 | Time: 4115.02 ms [2021-01-22 09:16:03 main:574] : INFO : Epoch 1925 | loss: 0.0311297 | val_loss: 0.0311742 | Time: 4154.19 ms [2021-01-22 09:16:07 main:574] : INFO : Epoch 1926 | loss: 0.031128 | val_loss: 0.0311765 | Time: 4170.65 ms [2021-01-22 09:16:11 main:574] : INFO : Epoch 1927 | loss: 0.031142 | val_loss: 0.031177 | Time: 4142.6 ms [2021-01-22 09:16:15 main:574] : INFO : Epoch 1928 | loss: 0.0311616 | val_loss: 0.0311968 | Time: 4099.94 ms [2021-01-22 09:16:20 main:574] : INFO : Epoch 1929 | loss: 0.0311357 | val_loss: 0.0311798 | Time: 4173.96 ms [2021-01-22 09:16:24 main:574] : INFO : Epoch 1930 | loss: 0.0311272 | val_loss: 0.0311738 | Time: 4145.13 ms [2021-01-22 09:16:28 main:574] : INFO : Epoch 1931 | loss: 0.0311238 | val_loss: 0.0311835 | Time: 4107.68 ms [2021-01-22 09:16:32 main:574] : INFO : Epoch 1932 | loss: 0.031124 | val_loss: 0.0311828 | Time: 4130.83 ms [2021-01-22 09:16:36 main:574] : INFO : Epoch 1933 | loss: 0.0311238 | val_loss: 0.031182 | Time: 4125.79 ms [2021-01-22 09:16:41 main:574] : INFO : Epoch 1934 | loss: 0.0311198 | val_loss: 0.0311796 | Time: 4137.66 ms [2021-01-22 09:16:45 main:574] : INFO : Epoch 1935 | loss: 0.0311209 | val_loss: 0.0311744 | Time: 4172.2 ms [2021-01-22 09:16:49 main:574] : INFO : Epoch 1936 | loss: 0.0311199 | val_loss: 0.0311763 | Time: 4166.21 ms [2021-01-22 09:16:53 main:574] : INFO : Epoch 1937 | loss: 0.03112 | val_loss: 0.031172 | Time: 4174.88 ms [2021-01-22 09:16:57 main:574] : INFO : Epoch 1938 | loss: 0.0311224 | val_loss: 0.0311725 | Time: 4104.36 ms [2021-01-22 09:17:02 main:574] : INFO : Epoch 1939 | loss: 0.0311233 | val_loss: 0.0311759 | Time: 4167.02 ms [2021-01-22 09:17:06 main:574] : INFO : Epoch 1940 | loss: 0.0311201 | val_loss: 0.0311744 | Time: 4125.85 ms [2021-01-22 09:17:10 main:574] : INFO : Epoch 1941 | loss: 0.0311206 | val_loss: 0.0311775 | Time: 4140.32 ms [2021-01-22 09:17:14 main:574] : INFO : Epoch 1942 | loss: 0.0311204 | val_loss: 0.0311829 | Time: 4158.45 ms [2021-01-22 09:17:18 main:574] : INFO : Epoch 1943 | loss: 0.031118 | val_loss: 0.0311733 | Time: 4145.89 ms [2021-01-22 09:17:23 main:574] : INFO : Epoch 1944 | loss: 0.0311185 | val_loss: 0.0311823 | Time: 4156.64 ms [2021-01-22 09:17:27 main:574] : INFO : Epoch 1945 | loss: 0.0311216 | val_loss: 0.0311771 | Time: 4110.5 ms [2021-01-22 09:17:31 main:574] : INFO : Epoch 1946 | loss: 0.0311202 | val_loss: 0.0311816 | Time: 4108.1 ms [2021-01-22 09:17:35 main:574] : INFO : Epoch 1947 | loss: 0.0311196 | val_loss: 0.0311797 | Time: 4084.99 ms [2021-01-22 09:17:39 main:574] : INFO : Epoch 1948 | loss: 0.0311207 | val_loss: 0.0311792 | Time: 4161.55 ms [2021-01-22 09:17:43 main:574] : INFO : Epoch 1949 | loss: 0.0311181 | val_loss: 0.0311776 | Time: 4125.17 ms [2021-01-22 09:17:48 main:574] : INFO : Epoch 1950 | loss: 0.0311208 | val_loss: 0.0311741 | Time: 4179.1 ms [2021-01-22 09:17:52 main:574] : INFO : Epoch 1951 | loss: 0.0311218 | val_loss: 0.0311817 | Time: 4129.77 ms [2021-01-22 09:17:56 main:574] : INFO : Epoch 1952 | loss: 0.0311236 | val_loss: 0.0312019 | Time: 4169.25 ms [2021-01-22 09:18:00 main:574] : INFO : Epoch 1953 | loss: 0.0311222 | val_loss: 0.0311709 | Time: 4129.11 ms [2021-01-22 09:18:05 main:574] : INFO : Epoch 1954 | loss: 0.0311206 | val_loss: 0.0311747 | Time: 4153.74 ms [2021-01-22 09:18:09 main:574] : INFO : Epoch 1955 | loss: 0.0311234 | val_loss: 0.0311704 | Time: 4139.83 ms [2021-01-22 09:18:13 main:574] : INFO : Epoch 1956 | loss: 0.0311216 | val_loss: 0.0311808 | Time: 4115.65 ms [2021-01-22 09:18:17 main:574] : INFO : Epoch 1957 | loss: 0.0311221 | val_loss: 0.0311756 | Time: 4115.53 ms [2021-01-22 09:18:21 main:574] : INFO : Epoch 1958 | loss: 0.0311209 | val_loss: 0.0311726 | Time: 4139.81 ms [2021-01-22 09:18:26 main:574] : INFO : Epoch 1959 | loss: 0.0311219 | val_loss: 0.0311754 | Time: 4208.6 ms [2021-01-22 09:18:30 main:574] : INFO : Epoch 1960 | loss: 0.0311214 | val_loss: 0.0311744 | Time: 4136.01 ms [2021-01-22 09:18:34 main:574] : INFO : Epoch 1961 | loss: 0.0311244 | val_loss: 0.0311795 | Time: 4141.05 ms [2021-01-22 09:18:38 main:574] : INFO : Epoch 1962 | loss: 0.0311265 | val_loss: 0.0311716 | Time: 4139.63 ms [2021-01-22 09:18:43 main:574] : INFO : Epoch 1963 | loss: 0.0311208 | val_loss: 0.0311734 | Time: 4141.68 ms [2021-01-22 09:18:47 main:574] : INFO : Epoch 1964 | loss: 0.0311209 | val_loss: 0.0311791 | Time: 4118.48 ms [2021-01-22 09:18:51 main:574] : INFO : Epoch 1965 | loss: 0.0311181 | val_loss: 0.031178 | Time: 4139.82 ms [2021-01-22 09:18:55 main:574] : INFO : Epoch 1966 | loss: 0.0311198 | val_loss: 0.0311851 | Time: 4116.44 ms [2021-01-22 09:18:59 main:574] : INFO : Epoch 1967 | loss: 0.0311215 | val_loss: 0.0311737 | Time: 4146.8 ms [2021-01-22 09:19:03 main:574] : INFO : Epoch 1968 | loss: 0.0311194 | val_loss: 0.0311761 | Time: 4132.37 ms [2021-01-22 09:19:08 main:574] : INFO : Epoch 1969 | loss: 0.0311207 | val_loss: 0.0311779 | Time: 4143.45 ms [2021-01-22 09:19:12 main:574] : INFO : Epoch 1970 | loss: 0.0311222 | val_loss: 0.0311793 | Time: 4122.59 ms [2021-01-22 09:19:16 main:574] : INFO : Epoch 1971 | loss: 0.0311201 | val_loss: 0.0311751 | Time: 4146.33 ms [2021-01-22 09:19:20 main:574] : INFO : Epoch 1972 | loss: 0.0311188 | val_loss: 0.0311725 | Time: 4190.51 ms [2021-01-22 09:19:25 main:574] : INFO : Epoch 1973 | loss: 0.0311205 | val_loss: 0.0311724 | Time: 4124.91 ms [2021-01-22 09:19:29 main:574] : INFO : Epoch 1974 | loss: 0.0311201 | val_loss: 0.031177 | Time: 4106.9 ms [2021-01-22 09:19:33 main:574] : INFO : Epoch 1975 | loss: 0.0311213 | val_loss: 0.0311716 | Time: 4186.13 ms [2021-01-22 09:19:37 main:574] : INFO : Epoch 1976 | loss: 0.031124 | val_loss: 0.031181 | Time: 4161.18 ms [2021-01-22 09:19:41 main:574] : INFO : Epoch 1977 | loss: 0.0311296 | val_loss: 0.0311715 | Time: 4150.21 ms [2021-01-22 09:19:46 main:574] : INFO : Epoch 1978 | loss: 0.031125 | val_loss: 0.0311712 | Time: 4159.16 ms [2021-01-22 09:19:50 main:574] : INFO : Epoch 1979 | loss: 0.0311248 | val_loss: 0.0311732 | Time: 4184.97 ms [2021-01-22 09:19:54 main:574] : INFO : Epoch 1980 | loss: 0.0311227 | val_loss: 0.0311682 | Time: 4126.97 ms [2021-01-22 09:19:58 main:574] : INFO : Epoch 1981 | loss: 0.0311271 | val_loss: 0.0311765 | Time: 4121.42 ms [2021-01-22 09:20:02 main:574] : INFO : Epoch 1982 | loss: 0.0311281 | val_loss: 0.0311753 | Time: 4131.94 ms [2021-01-22 09:20:07 main:574] : INFO : Epoch 1983 | loss: 0.0311258 | val_loss: 0.0311767 | Time: 4133.93 ms [2021-01-22 09:20:11 main:574] : INFO : Epoch 1984 | loss: 0.0311253 | val_loss: 0.0311731 | Time: 4154.39 ms [2021-01-22 09:20:15 main:574] : INFO : Epoch 1985 | loss: 0.0311227 | val_loss: 0.0311758 | Time: 4162.98 ms [2021-01-22 09:20:19 main:574] : INFO : Epoch 1986 | loss: 0.0311226 | val_loss: 0.0311691 | Time: 4095.92 ms [2021-01-22 09:20:24 main:574] : INFO : Epoch 1987 | loss: 0.0311209 | val_loss: 0.0311787 | Time: 4183.8 ms [2021-01-22 09:20:28 main:574] : INFO : Epoch 1988 | loss: 0.03112 | val_loss: 0.0311821 | Time: 4146.82 ms [2021-01-22 09:20:32 main:574] : INFO : Epoch 1989 | loss: 0.0311198 | val_loss: 0.0311787 | Time: 4149.34 ms [2021-01-22 09:20:36 main:574] : INFO : Epoch 1990 | loss: 0.0311194 | val_loss: 0.031177 | Time: 4128.8 ms [2021-01-22 09:20:41 main:574] : INFO : Epoch 1991 | loss: 0.0311247 | val_loss: 0.0311876 | Time: 4133.94 ms [2021-01-22 09:20:45 main:574] : INFO : Epoch 1992 | loss: 0.0311188 | val_loss: 0.0311757 | Time: 4108.48 ms [2021-01-22 09:20:49 main:574] : INFO : Epoch 1993 | loss: 0.0311177 | val_loss: 0.0311838 | Time: 4131.9 ms [2021-01-22 09:20:53 main:574] : INFO : Epoch 1994 | loss: 0.0311172 | val_loss: 0.0311793 | Time: 4151.14 ms [2021-01-22 09:20:57 main:574] : INFO : Epoch 1995 | loss: 0.0311287 | val_loss: 0.0311729 | Time: 4145.28 ms [2021-01-22 09:21:02 main:574] : INFO : Epoch 1996 | loss: 0.0311328 | val_loss: 0.0311803 | Time: 4160.14 ms [2021-01-22 09:21:06 main:574] : INFO : Epoch 1997 | loss: 0.0311287 | val_loss: 0.0311829 | Time: 4130.23 ms [2021-01-22 09:21:10 main:574] : INFO : Epoch 1998 | loss: 0.0311267 | val_loss: 0.0311747 | Time: 4142.67 ms [2021-01-22 09:21:14 main:574] : INFO : Epoch 1999 | loss: 0.0311305 | val_loss: 0.0311767 | Time: 4172.94 ms [2021-01-22 09:21:18 main:574] : INFO : Epoch 2000 | loss: 0.0311292 | val_loss: 0.0311778 | Time: 4111.8 ms [2021-01-22 09:21:23 main:574] : INFO : Epoch 2001 | loss: 0.0311287 | val_loss: 0.0311765 | Time: 4149.06 ms [2021-01-22 09:21:27 main:574] : INFO : Epoch 2002 | loss: 0.0311271 | val_loss: 0.0311726 | Time: 4163.33 ms [2021-01-22 09:21:31 main:574] : INFO : Epoch 2003 | loss: 0.0311259 | val_loss: 0.0311748 | Time: 4154.41 ms [2021-01-22 09:21:35 main:574] : INFO : Epoch 2004 | loss: 0.0311222 | val_loss: 0.0311765 | Time: 4172.42 ms [2021-01-22 09:21:40 main:574] : INFO : Epoch 2005 | loss: 0.0311217 | val_loss: 0.0311786 | Time: 4106.3 ms [2021-01-22 09:21:44 main:574] : INFO : Epoch 2006 | loss: 0.0311205 | val_loss: 0.0311831 | Time: 4118.92 ms [2021-01-22 09:21:48 main:574] : INFO : Epoch 2007 | loss: 0.0311206 | val_loss: 0.0311778 | Time: 4130.66 ms [2021-01-22 09:21:52 main:574] : INFO : Epoch 2008 | loss: 0.0311191 | val_loss: 0.0311829 | Time: 4140.14 ms [2021-01-22 09:21:57 main:574] : INFO : Epoch 2009 | loss: 0.0311189 | val_loss: 0.0311736 | Time: 4136.74 ms [2021-01-22 09:22:01 main:574] : INFO : Epoch 2010 | loss: 0.0311164 | val_loss: 0.031178 | Time: 4099.87 ms [2021-01-22 09:22:05 main:574] : INFO : Epoch 2011 | loss: 0.0311161 | val_loss: 0.0311762 | Time: 4137.91 ms [2021-01-22 09:22:09 main:574] : INFO : Epoch 2012 | loss: 0.0311155 | val_loss: 0.0311796 | Time: 4165.16 ms [2021-01-22 09:22:13 main:574] : INFO : Epoch 2013 | loss: 0.0311138 | val_loss: 0.0311823 | Time: 4151.1 ms [2021-01-22 09:22:18 main:574] : INFO : Epoch 2014 | loss: 0.0311181 | val_loss: 0.0311755 | Time: 4145.43 ms [2021-01-22 09:22:22 main:574] : INFO : Epoch 2015 | loss: 0.0311183 | val_loss: 0.0311821 | Time: 4142.85 ms [2021-01-22 09:22:26 main:574] : INFO : Epoch 2016 | loss: 0.0311172 | val_loss: 0.0311855 | Time: 4181.49 ms [2021-01-22 09:22:30 main:574] : INFO : Epoch 2017 | loss: 0.0311189 | val_loss: 0.0311795 | Time: 4113.94 ms [2021-01-22 09:22:35 main:574] : INFO : Epoch 2018 | loss: 0.0311164 | val_loss: 0.0311779 | Time: 4186.78 ms [2021-01-22 09:22:39 main:574] : INFO : Epoch 2019 | loss: 0.0311174 | val_loss: 0.0311739 | Time: 4111.46 ms [2021-01-22 09:22:43 main:574] : INFO : Epoch 2020 | loss: 0.0311177 | val_loss: 0.0311771 | Time: 4115.74 ms [2021-01-22 09:22:47 main:574] : INFO : Epoch 2021 | loss: 0.031117 | val_loss: 0.0311807 | Time: 4093.28 ms [2021-01-22 09:22:51 main:574] : INFO : Epoch 2022 | loss: 0.0311158 | val_loss: 0.0311749 | Time: 4122.24 ms [2021-01-22 09:22:55 main:574] : INFO : Epoch 2023 | loss: 0.0311194 | val_loss: 0.0311833 | Time: 4152.91 ms [2021-01-22 09:23:00 main:574] : INFO : Epoch 2024 | loss: 0.0311179 | val_loss: 0.0311802 | Time: 4142.4 ms [2021-01-22 09:23:04 main:574] : INFO : Epoch 2025 | loss: 0.0311163 | val_loss: 0.0311812 | Time: 4119.87 ms [2021-01-22 09:23:08 main:574] : INFO : Epoch 2026 | loss: 0.0311141 | val_loss: 0.0311839 | Time: 4127 ms [2021-01-22 09:23:12 main:574] : INFO : Epoch 2027 | loss: 0.0311157 | val_loss: 0.0311804 | Time: 4118.26 ms [2021-01-22 09:23:17 main:574] : INFO : Epoch 2028 | loss: 0.0311142 | val_loss: 0.0311795 | Time: 4118.68 ms [2021-01-22 09:23:21 main:574] : INFO : Epoch 2029 | loss: 0.0311166 | val_loss: 0.0311851 | Time: 4171.06 ms [2021-01-22 09:23:25 main:574] : INFO : Epoch 2030 | loss: 0.03112 | val_loss: 0.0311883 | Time: 4131.34 ms [2021-01-22 09:23:29 main:574] : INFO : Epoch 2031 | loss: 0.0311211 | val_loss: 0.0311935 | Time: 4146 ms [2021-01-22 09:23:33 main:574] : INFO : Epoch 2032 | loss: 0.0311176 | val_loss: 0.0311799 | Time: 4132.72 ms [2021-01-22 09:23:38 main:574] : INFO : Epoch 2033 | loss: 0.0311186 | val_loss: 0.0311817 | Time: 4128.54 ms [2021-01-22 09:23:42 main:574] : INFO : Epoch 2034 | loss: 0.0311179 | val_loss: 0.0311801 | Time: 4139.47 ms [2021-01-22 09:23:46 main:574] : INFO : Epoch 2035 | loss: 0.031117 | val_loss: 0.0311967 | Time: 4138.4 ms [2021-01-22 09:23:50 main:574] : INFO : Epoch 2036 | loss: 0.0311182 | val_loss: 0.0311814 | Time: 4170.57 ms [2021-01-22 09:23:54 main:574] : INFO : Epoch 2037 | loss: 0.0311163 | val_loss: 0.0311907 | Time: 4136.2 ms [2021-01-22 09:23:59 main:574] : INFO : Epoch 2038 | loss: 0.0311165 | val_loss: 0.0311798 | Time: 4139.26 ms [2021-01-22 09:24:03 main:574] : INFO : Epoch 2039 | loss: 0.0311168 | val_loss: 0.031184 | Time: 4116.01 ms [2021-01-22 09:24:07 main:574] : INFO : Epoch 2040 | loss: 0.0311184 | val_loss: 0.0311734 | Time: 4135.62 ms [2021-01-22 09:24:11 main:574] : INFO : Epoch 2041 | loss: 0.0311214 | val_loss: 0.0311799 | Time: 4090.83 ms [2021-01-22 09:24:15 main:574] : INFO : Epoch 2042 | loss: 0.0311197 | val_loss: 0.0311817 | Time: 4114.33 ms [2021-01-22 09:24:20 main:574] : INFO : Epoch 2043 | loss: 0.0311186 | val_loss: 0.0311858 | Time: 4190.3 ms [2021-01-22 09:24:24 main:574] : INFO : Epoch 2044 | loss: 0.031116 | val_loss: 0.0311791 | Time: 4145.92 ms [2021-01-22 09:24:28 main:574] : INFO : Epoch 2045 | loss: 0.031117 | val_loss: 0.0311763 | Time: 4132.5 ms [2021-01-22 09:24:32 main:574] : INFO : Epoch 2046 | loss: 0.0311157 | val_loss: 0.0311877 | Time: 4182 ms [2021-01-22 09:24:37 main:574] : INFO : Epoch 2047 | loss: 0.0311172 | val_loss: 0.0311768 | Time: 4116.59 ms [2021-01-22 09:24:41 main:574] : INFO : Epoch 2048 | loss: 0.0311176 | val_loss: 0.0311743 | Time: 4142.32 ms [2021-01-22 09:24:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311743 [2021-01-22 09:24:41 main:603] : INFO : Saving end state to config to file [2021-01-22 09:24:41 main:608] : INFO : Success, exiting.. 09:24:41 (5900): 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)