Task 5181074
| Name | ParityModified-1619582061-10667-0_2 |
| Workunit | 3066964 |
| Created | 12 May 2021, 16:25:06 UTC |
| Sent | 12 May 2021, 17:28:39 UTC |
| Report deadline | 20 May 2021, 17:28:39 UTC |
| Received | 12 May 2021, 21:20:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 22 sec |
| CPU time | 2 hours 39 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 66.47 ms [2021-05-12 15:38:13 main:574] : INFO : Epoch 1542 | loss: 0.0311402 | val_loss: 0.0311631 | Time: 4779.97 ms [2021-05-12 15:38:18 main:574] : INFO : Epoch 1543 | loss: 0.031136 | val_loss: 0.031166 | Time: 4778.76 ms [2021-05-12 15:38:23 main:574] : INFO : Epoch 1544 | loss: 0.0311357 | val_loss: 0.0311625 | Time: 4728.92 ms [2021-05-12 15:38:27 main:574] : INFO : Epoch 1545 | loss: 0.0311348 | val_loss: 0.0311703 | Time: 4887.07 ms [2021-05-12 15:38:32 main:574] : INFO : Epoch 1546 | loss: 0.0311361 | val_loss: 0.0311663 | Time: 4802.2 ms [2021-05-12 15:38:37 main:574] : INFO : Epoch 1547 | loss: 0.0311361 | val_loss: 0.0311661 | Time: 4796.89 ms [2021-05-12 15:38:42 main:574] : INFO : Epoch 1548 | loss: 0.031133 | val_loss: 0.0311639 | Time: 5112.83 ms [2021-05-12 15:38:47 main:574] : INFO : Epoch 1549 | loss: 0.0311318 | val_loss: 0.0311664 | Time: 4641.74 ms [2021-05-12 15:38:52 main:574] : INFO : Epoch 1550 | loss: 0.0311324 | val_loss: 0.0311665 | Time: 4867.27 ms [2021-05-12 15:38:57 main:574] : INFO : Epoch 1551 | loss: 0.0311315 | val_loss: 0.031164 | Time: 4964.99 ms [2021-05-12 15:39:02 main:574] : INFO : Epoch 1552 | loss: 0.0311314 | val_loss: 0.0311631 | Time: 4860.35 ms [2021-05-12 15:39:07 main:574] : INFO : Epoch 1553 | loss: 0.0311309 | val_loss: 0.0311647 | Time: 4858.71 ms [2021-05-12 15:39:12 main:574] : INFO : Epoch 1554 | loss: 0.0311439 | val_loss: 0.031169 | Time: 4858.26 ms [2021-05-12 15:39:16 main:574] : INFO : Epoch 1555 | loss: 0.0311505 | val_loss: 0.0311624 | Time: 4785.89 ms [2021-05-12 15:39:21 main:574] : INFO : Epoch 1556 | loss: 0.0311479 | val_loss: 0.0311609 | Time: 4695.5 ms [2021-05-12 15:39:26 main:574] : INFO : Epoch 1557 | loss: 0.0311408 | val_loss: 0.031161 | Time: 4769.04 ms [2021-05-12 15:39:31 main:574] : INFO : Epoch 1558 | loss: 0.0311382 | val_loss: 0.031162 | Time: 4761.64 ms [2021-05-12 15:39:36 main:574] : INFO : Epoch 1559 | loss: 0.0311375 | val_loss: 0.0311655 | Time: 4803.26 ms [2021-05-12 15:39:41 main:574] : INFO : Epoch 1560 | loss: 0.0311353 | val_loss: 0.0311661 | Time: 4899.22 ms [2021-05-12 15:39:46 main:574] : INFO : Epoch 1561 | loss: 0.031133 | val_loss: 0.0311667 | Time: 4694.45 ms [2021-05-12 15:39:50 main:574] : INFO : Epoch 1562 | loss: 0.0311344 | val_loss: 0.0311651 | Time: 4782.16 ms [2021-05-12 15:39:55 main:574] : INFO : Epoch 1563 | loss: 0.0311327 | val_loss: 0.0311643 | Time: 4802.79 ms [2021-05-12 15:40:00 main:574] : INFO : Epoch 1564 | loss: 0.0311308 | val_loss: 0.0311659 | Time: 4961.17 ms [2021-05-12 15:40:05 main:574] : INFO : Epoch 1565 | loss: 0.0311322 | val_loss: 0.031166 | Time: 4713.97 ms [2021-05-12 15:40:10 main:574] : INFO : Epoch 1566 | loss: 0.0311309 | val_loss: 0.031166 | Time: 4736.1 ms [2021-05-12 15:40:15 main:574] : INFO : Epoch 1567 | loss: 0.0311318 | val_loss: 0.0311708 | Time: 4858.64 ms [2021-05-12 15:40:20 main:574] : INFO : Epoch 1568 | loss: 0.0311374 | val_loss: 0.0311649 | Time: 4810.47 ms [2021-05-12 15:40:25 main:574] : INFO : Epoch 1569 | loss: 0.0311355 | val_loss: 0.0311658 | Time: 4916.99 ms [2021-05-12 15:40:30 main:574] : INFO : Epoch 1570 | loss: 0.0311329 | val_loss: 0.0311706 | Time: 5228.28 ms [2021-05-12 15:40:35 main:574] : INFO : Epoch 1571 | loss: 0.0311368 | val_loss: 0.0311785 | Time: 4936 ms [2021-05-12 15:40:40 main:574] : INFO : Epoch 1572 | loss: 0.0311432 | val_loss: 0.0311725 | Time: 4884.11 ms [2021-05-12 15:40:45 main:574] : INFO : Epoch 1573 | loss: 0.0311332 | val_loss: 0.0311696 | Time: 4786.1 ms [2021-05-12 15:40:50 main:574] : INFO : Epoch 1574 | loss: 0.0311289 | val_loss: 0.0311744 | Time: 4908.72 ms [2021-05-12 15:40:55 main:574] : INFO : Epoch 1575 | loss: 0.0311294 | val_loss: 0.0311738 | Time: 4799.3 ms [2021-05-12 15:41:00 main:574] : INFO : Epoch 1576 | loss: 0.0311256 | val_loss: 0.0311784 | Time: 4902.46 ms [2021-05-12 15:41:04 main:574] : INFO : Epoch 1577 | loss: 0.0311277 | val_loss: 0.0311656 | Time: 4688.52 ms [2021-05-12 15:41:09 main:574] : INFO : Epoch 1578 | loss: 0.0311306 | val_loss: 0.0311682 | Time: 4874.44 ms [2021-05-12 15:41:14 main:574] : INFO : Epoch 1579 | loss: 0.0311303 | val_loss: 0.0311675 | Time: 4701.92 ms [2021-05-12 15:41:19 main:574] : INFO : Epoch 1580 | loss: 0.0311297 | val_loss: 0.0311722 | Time: 5052.24 ms [2021-05-12 15:41:24 main:574] : INFO : Epoch 1581 | loss: 0.0311322 | val_loss: 0.0311677 | Time: 4862.05 ms [2021-05-12 15:41:29 main:574] : INFO : Epoch 1582 | loss: 0.0311334 | val_loss: 0.0311698 | Time: 4960.67 ms [2021-05-12 15:41:34 main:574] : INFO : Epoch 1583 | loss: 0.031131 | val_loss: 0.0311745 | Time: 4848.43 ms [2021-05-12 15:41:39 main:574] : INFO : Epoch 1584 | loss: 0.031131 | val_loss: 0.0311791 | Time: 4839.91 ms [2021-05-12 15:41:44 main:574] : INFO : Epoch 1585 | loss: 0.0311261 | val_loss: 0.0311782 | Time: 4861.18 ms [2021-05-12 15:41:49 main:574] : INFO : Epoch 1586 | loss: 0.0311289 | val_loss: 0.0311696 | Time: 4839.01 ms [2021-05-12 15:41:54 main:574] : INFO : Epoch 1587 | loss: 0.0311285 | val_loss: 0.0311808 | Time: 4961.12 ms [2021-05-12 15:41:59 main:574] : INFO : Epoch 1588 | loss: 0.0311286 | val_loss: 0.031172 | Time: 4935.34 ms [2021-05-12 15:42:04 main:574] : INFO : Epoch 1589 | loss: 0.0311328 | val_loss: 0.0311773 | Time: 4892.52 ms [2021-05-12 15:42:09 main:574] : INFO : Epoch 1590 | loss: 0.0311316 | val_loss: 0.0311705 | Time: 4834.41 ms [2021-05-12 15:42:13 main:574] : INFO : Epoch 1591 | loss: 0.0311443 | val_loss: 0.0311707 | Time: 4798.32 ms [2021-05-12 15:42:18 main:574] : INFO : Epoch 1592 | loss: 0.0311438 | val_loss: 0.0311637 | Time: 4837.87 ms [2021-05-12 15:42:23 main:574] : INFO : Epoch 1593 | loss: 0.0311416 | val_loss: 0.0311716 | Time: 4802.13 ms [2021-05-12 15:42:28 main:574] : INFO : Epoch 1594 | loss: 0.031135 | val_loss: 0.0311668 | Time: 4802.31 ms [2021-05-12 15:42:33 main:574] : INFO : Epoch 1595 | loss: 0.0311332 | val_loss: 0.0311668 | Time: 4840.19 ms [2021-05-12 15:42:38 main:574] : INFO : Epoch 1596 | loss: 0.0311316 | val_loss: 0.0311705 | Time: 4769.58 ms [2021-05-12 15:42:43 main:574] : INFO : Epoch 1597 | loss: 0.031129 | val_loss: 0.0311691 | Time: 4913.2 ms [2021-05-12 15:42:48 main:574] : INFO : Epoch 1598 | loss: 0.0311267 | val_loss: 0.0311687 | Time: 4870.92 ms [2021-05-12 15:42:53 main:574] : INFO : Epoch 1599 | loss: 0.031127 | val_loss: 0.0311691 | Time: 4770.86 ms [2021-05-12 15:42:58 main:574] : INFO : Epoch 1600 | loss: 0.0311275 | val_loss: 0.0311669 | Time: 4786.27 ms [2021-05-12 15:43:03 main:574] : INFO : Epoch 1601 | loss: 0.0311291 | val_loss: 0.0311667 | Time: 4777.57 ms [2021-05-12 15:43:07 main:574] : INFO : Epoch 1602 | loss: 0.0311299 | val_loss: 0.0311704 | Time: 4821.81 ms [2021-05-12 15:43:12 main:574] : INFO : Epoch 1603 | loss: 0.0311371 | val_loss: 0.0311681 | Time: 4933.5 ms [2021-05-12 15:43:17 main:574] : INFO : Epoch 1604 | loss: 0.0311329 | val_loss: 0.0311692 | Time: 4738.33 ms [2021-05-12 15:43:22 main:574] : INFO : Epoch 1605 | loss: 0.0311284 | val_loss: 0.031169 | Time: 4966.12 ms [2021-05-12 15:43:27 main:574] : INFO : Epoch 1606 | loss: 0.0311326 | val_loss: 0.031171 | Time: 4807.39 ms [2021-05-12 15:43:32 main:574] : INFO : Epoch 1607 | loss: 0.0311313 | val_loss: 0.031174 | Time: 4940.91 ms [2021-05-12 15:43:37 main:574] : INFO : Epoch 1608 | loss: 0.0311297 | val_loss: 0.0311655 | Time: 4829.22 ms [2021-05-12 15:43:42 main:574] : INFO : Epoch 1609 | loss: 0.0311272 | val_loss: 0.031169 | Time: 4822.76 ms [2021-05-12 15:43:47 main:574] : INFO : Epoch 1610 | loss: 0.0311278 | val_loss: 0.0311705 | Time: 4802.07 ms [2021-05-12 15:43:52 main:574] : INFO : Epoch 1611 | loss: 0.0311284 | val_loss: 0.0311703 | Time: 4917.18 ms [2021-05-12 15:43:57 main:574] : INFO : Epoch 1612 | loss: 0.0311295 | val_loss: 0.0311729 | Time: 4861.68 ms [2021-05-12 15:44:02 main:574] : INFO : Epoch 1613 | loss: 0.031124 | val_loss: 0.031171 | Time: 4743.79 ms [2021-05-12 15:44:07 main:574] : INFO : Epoch 1614 | loss: 0.031126 | val_loss: 0.0311776 | Time: 5067.9 ms [2021-05-12 15:44:12 main:574] : INFO : Epoch 1615 | loss: 0.0311272 | val_loss: 0.0311669 | Time: 4869.46 ms [2021-05-12 15:44:17 main:574] : INFO : Epoch 1616 | loss: 0.031126 | val_loss: 0.0311672 | Time: 4811.07 ms [2021-05-12 15:44:22 main:574] : INFO : Epoch 1617 | loss: 0.0311286 | val_loss: 0.0311643 | Time: 4913.84 ms [2021-05-12 15:44:27 main:574] : INFO : Epoch 1618 | loss: 0.0311286 | val_loss: 0.031164 | Time: 4971.59 ms [2021-05-12 15:44:31 main:574] : INFO : Epoch 1619 | loss: 0.0311296 | val_loss: 0.0311707 | Time: 4784.23 ms [2021-05-12 15:44:36 main:574] : INFO : Epoch 1620 | loss: 0.0311229 | val_loss: 0.0311766 | Time: 4899.52 ms [2021-05-12 15:44:41 main:574] : INFO : Epoch 1621 | loss: 0.0311236 | val_loss: 0.0311765 | Time: 4779.92 ms [2021-05-12 15:44:46 main:574] : INFO : Epoch 1622 | loss: 0.0311233 | val_loss: 0.0311709 | Time: 4814.16 ms [2021-05-12 15:44:51 main:574] : INFO : Epoch 1623 | loss: 0.0311217 | val_loss: 0.0311778 | Time: 4862.39 ms [2021-05-12 15:44:56 main:574] : INFO : Epoch 1624 | loss: 0.0311266 | val_loss: 0.0311794 | Time: 4900.59 ms [2021-05-12 15:45:01 main:574] : INFO : Epoch 1625 | loss: 0.0311247 | val_loss: 0.0311757 | Time: 4780.73 ms [2021-05-12 15:45:06 main:574] : INFO : Epoch 1626 | loss: 0.0311243 | val_loss: 0.0311831 | Time: 4936.85 ms [2021-05-12 15:45:11 main:574] : INFO : Epoch 1627 | loss: 0.0311229 | val_loss: 0.0311815 | Time: 4880.1 ms [2021-05-12 15:45:16 main:574] : INFO : Epoch 1628 | loss: 0.03112 | val_loss: 0.0311756 | Time: 4975.11 ms [2021-05-12 15:45:21 main:574] : INFO : Epoch 1629 | loss: 0.0311189 | val_loss: 0.031174 | Time: 5062.77 ms [2021-05-12 15:45:26 main:574] : INFO : Epoch 1630 | loss: 0.031125 | val_loss: 0.031172 | Time: 5027.79 ms [2021-05-12 15:45:31 main:574] : INFO : Epoch 1631 | loss: 0.0311232 | val_loss: 0.0311768 | Time: 4751.05 ms [2021-05-12 15:45:36 main:574] : INFO : Epoch 1632 | loss: 0.031126 | val_loss: 0.031177 | Time: 4803.6 ms [2021-05-12 15:45:41 main:574] : INFO : Epoch 1633 | loss: 0.0311228 | val_loss: 0.0311742 | Time: 4808.69 ms [2021-05-12 15:45:46 main:574] : INFO : Epoch 1634 | loss: 0.0311194 | val_loss: 0.0311732 | Time: 4906.12 ms [2021-05-12 15:45:51 main:574] : INFO : Epoch 1635 | loss: 0.0311187 | val_loss: 0.0311869 | Time: 4676.8 ms [2021-05-12 15:45:55 main:574] : INFO : Epoch 1636 | loss: 0.0311221 | val_loss: 0.0311809 | Time: 4787.12 ms [2021-05-12 15:46:00 main:574] : INFO : Epoch 1637 | loss: 0.031118 | val_loss: 0.0311802 | Time: 4822.88 ms [2021-05-12 15:46:05 main:574] : INFO : Epoch 1638 | loss: 0.0311183 | val_loss: 0.0311826 | Time: 4772.92 ms [2021-05-12 15:46:10 main:574] : INFO : Epoch 1639 | loss: 0.0311221 | val_loss: 0.0311834 | Time: 4892.94 ms [2021-05-12 15:46:15 main:574] : INFO : Epoch 1640 | loss: 0.0311251 | val_loss: 0.0311788 | Time: 4837.17 ms [2021-05-12 15:46:20 main:574] : INFO : Epoch 1641 | loss: 0.0311228 | val_loss: 0.0311781 | Time: 4829.53 ms [2021-05-12 15:46:25 main:574] : INFO : Epoch 1642 | loss: 0.0311236 | val_loss: 0.0311812 | Time: 4688.11 ms [2021-05-12 15:46:30 main:574] : INFO : Epoch 1643 | loss: 0.0311292 | val_loss: 0.0311743 | Time: 4761.05 ms [2021-05-12 15:46:35 main:574] : INFO : Epoch 1644 | loss: 0.0311251 | val_loss: 0.0311766 | Time: 4978.1 ms [2021-05-12 15:46:40 main:574] : INFO : Epoch 1645 | loss: 0.0311209 | val_loss: 0.0311782 | Time: 4706.92 ms [2021-05-12 15:46:44 main:574] : INFO : Epoch 1646 | loss: 0.0311187 | val_loss: 0.0311825 | Time: 4895.6 ms [2021-05-12 15:46:49 main:574] : INFO : Epoch 1647 | loss: 0.0311176 | val_loss: 0.0311692 | Time: 4843.16 ms [2021-05-12 15:46:54 main:574] : INFO : Epoch 1648 | loss: 0.0311182 | val_loss: 0.031173 | Time: 4780.98 ms [2021-05-12 15:46:59 main:574] : INFO : Epoch 1649 | loss: 0.0311166 | val_loss: 0.031177 | Time: 4731.54 ms [2021-05-12 15:47:04 main:574] : INFO : Epoch 1650 | loss: 0.031119 | val_loss: 0.0311758 | Time: 4745.55 ms [2021-05-12 15:47:09 main:574] : INFO : Epoch 1651 | loss: 0.0311151 | val_loss: 0.0311818 | Time: 4882.45 ms [2021-05-12 15:47:14 main:574] : INFO : Epoch 1652 | loss: 0.0311202 | val_loss: 0.0311816 | Time: 4839.09 ms [2021-05-12 15:47:19 main:574] : INFO : Epoch 1653 | loss: 0.0311212 | val_loss: 0.0311757 | Time: 4784.92 ms [2021-05-12 15:47:23 main:574] : INFO : Epoch 1654 | loss: 0.0311242 | val_loss: 0.0311669 | Time: 4807.47 ms [2021-05-12 15:47:28 main:574] : INFO : Epoch 1655 | loss: 0.0311292 | val_loss: 0.0311689 | Time: 4867.26 ms [2021-05-12 15:47:33 main:574] : INFO : Epoch 1656 | loss: 0.0311213 | val_loss: 0.0311702 | Time: 4766.25 ms [2021-05-12 15:47:38 main:574] : INFO : Epoch 1657 | loss: 0.0311171 | val_loss: 0.0311746 | Time: 4850.32 ms [2021-05-12 15:47:43 main:574] : INFO : Epoch 1658 | loss: 0.0311182 | val_loss: 0.0311738 | Time: 4860.71 ms [2021-05-12 15:47:48 main:574] : INFO : Epoch 1659 | loss: 0.0311181 | val_loss: 0.0311679 | Time: 4811.05 ms [2021-05-12 15:47:53 main:574] : INFO : Epoch 1660 | loss: 0.0311197 | val_loss: 0.0311699 | Time: 4799.29 ms [2021-05-12 15:47:58 main:574] : INFO : Epoch 1661 | loss: 0.0311184 | val_loss: 0.0311793 | Time: 4785.39 ms [2021-05-12 15:48:03 main:574] : INFO : Epoch 1662 | loss: 0.031117 | val_loss: 0.0311779 | Time: 4891.96 ms [2021-05-12 15:48:08 main:574] : INFO : Epoch 1663 | loss: 0.0311153 | val_loss: 0.0311782 | Time: 4836.1 ms [2021-05-12 15:48:12 main:574] : INFO : Epoch 1664 | loss: 0.0311142 | val_loss: 0.0311865 | Time: 4896.41 ms [2021-05-12 15:48:17 main:574] : INFO : Epoch 1665 | loss: 0.0311167 | val_loss: 0.0311736 | Time: 4921.94 ms [2021-05-12 15:48:22 main:574] : INFO : Epoch 1666 | loss: 0.0311162 | val_loss: 0.0311737 | Time: 4853.62 ms [2021-05-12 15:48:27 main:574] : INFO : Epoch 1667 | loss: 0.0311185 | val_loss: 0.0311722 | Time: 4879.12 ms [2021-05-12 15:48:32 main:574] : INFO : Epoch 1668 | loss: 0.0311191 | val_loss: 0.0311827 | Time: 4858.54 ms [2021-05-12 15:48:37 main:574] : INFO : Epoch 1669 | loss: 0.0311179 | val_loss: 0.0311769 | Time: 4748.3 ms [2021-05-12 15:48:42 main:574] : INFO : Epoch 1670 | loss: 0.031114 | val_loss: 0.0311713 | Time: 5005.61 ms [2021-05-12 15:48:47 main:574] : INFO : Epoch 1671 | loss: 0.0311153 | val_loss: 0.0311809 | Time: 4854.04 ms [2021-05-12 15:48:52 main:574] : INFO : Epoch 1672 | loss: 0.0311151 | val_loss: 0.0311809 | Time: 4749.32 ms [2021-05-12 15:48:57 main:574] : INFO : Epoch 1673 | loss: 0.0311165 | val_loss: 0.0311781 | Time: 4927.84 ms [2021-05-12 15:49:02 main:574] : INFO : Epoch 1674 | loss: 0.0311172 | val_loss: 0.0311813 | Time: 4889.32 ms [2021-05-12 15:49:07 main:574] : INFO : Epoch 1675 | loss: 0.0311208 | val_loss: 0.03118 | Time: 4764.57 ms [2021-05-12 15:49:12 main:574] : INFO : Epoch 1676 | loss: 0.0311139 | val_loss: 0.0311746 | Time: 4806.73 ms [2021-05-12 15:49:16 main:574] : INFO : Epoch 1677 | loss: 0.0311115 | val_loss: 0.0311787 | Time: 4702.77 ms [2021-05-12 15:49:21 main:574] : INFO : Epoch 1678 | loss: 0.031116 | val_loss: 0.0311746 | Time: 4718.56 ms [2021-05-12 15:49:27 main:574] : INFO : Epoch 1679 | loss: 0.0311227 | val_loss: 0.0311702 | Time: 5338.35 ms [2021-05-12 15:49:32 main:574] : INFO : Epoch 1680 | loss: 0.0311317 | val_loss: 0.031171 | Time: 5002.97 ms [2021-05-12 15:49:37 main:574] : INFO : Epoch 1681 | loss: 0.0311294 | val_loss: 0.0311687 | Time: 4995.85 ms [2021-05-12 15:49:42 main:574] : INFO : Epoch 1682 | loss: 0.0311225 | val_loss: 0.0311785 | Time: 4871.62 ms [2021-05-12 15:49:47 main:574] : INFO : Epoch 1683 | loss: 0.03112 | val_loss: 0.0311749 | Time: 4987.75 ms [2021-05-12 15:49:52 main:574] : INFO : Epoch 1684 | loss: 0.0311148 | val_loss: 0.0311753 | Time: 4819.75 ms [2021-05-12 15:49:57 main:574] : INFO : Epoch 1685 | loss: 0.0311189 | val_loss: 0.0311767 | Time: 4893.37 ms [2021-05-12 15:50:02 main:574] : INFO : Epoch 1686 | loss: 0.0311136 | val_loss: 0.0311736 | Time: 4788.38 ms [2021-05-12 15:50:06 main:574] : INFO : Epoch 1687 | loss: 0.0311135 | val_loss: 0.0311861 | Time: 4812.1 ms [2021-05-12 15:50:11 main:574] : INFO : Epoch 1688 | loss: 0.0311151 | val_loss: 0.0311832 | Time: 4902.43 ms [2021-05-12 15:50:16 main:574] : INFO : Epoch 1689 | loss: 0.031116 | val_loss: 0.0311767 | Time: 4833.78 ms [2021-05-12 15:50:21 main:574] : INFO : Epoch 1690 | loss: 0.0311182 | val_loss: 0.0311814 | Time: 4850.52 ms [2021-05-12 15:50:26 main:574] : INFO : Epoch 1691 | loss: 0.0311126 | val_loss: 0.0311751 | Time: 4898.25 ms [2021-05-12 15:50:32 main:574] : INFO : Epoch 1692 | loss: 0.0311137 | val_loss: 0.0311802 | Time: 5014.7 ms [2021-05-12 15:50:37 main:574] : INFO : Epoch 1693 | loss: 0.0311207 | val_loss: 0.0311802 | Time: 4963.28 ms [2021-05-12 15:50:42 main:574] : INFO : Epoch 1694 | loss: 0.0311358 | val_loss: 0.0311693 | Time: 5002.11 ms [2021-05-12 15:50:47 main:574] : INFO : Epoch 1695 | loss: 0.0311434 | val_loss: 0.0311664 | Time: 4893.22 ms [2021-05-12 15:50:52 main:574] : INFO : Epoch 1696 | loss: 0.0311334 | val_loss: 0.0311722 | Time: 5001.26 ms [2021-05-12 15:50:57 main:574] : INFO : Epoch 1697 | loss: 0.031126 | val_loss: 0.0311699 | Time: 4886.72 ms [2021-05-12 15:51:02 main:574] : INFO : Epoch 1698 | loss: 0.0311217 | val_loss: 0.0311785 | Time: 5166.92 ms [2021-05-12 15:51:07 main:574] : INFO : Epoch 1699 | loss: 0.0311168 | val_loss: 0.031177 | Time: 4989.79 ms [2021-05-12 15:51:12 main:574] : INFO : Epoch 1700 | loss: 0.0311129 | val_loss: 0.0311788 | Time: 4967.38 ms [2021-05-12 15:51:17 main:574] : INFO : Epoch 1701 | loss: 0.0311128 | val_loss: 0.0311747 | Time: 4907.07 ms [2021-05-12 15:51:22 main:574] : INFO : Epoch 1702 | loss: 0.0311111 | val_loss: 0.0311772 | Time: 4929.25 ms [2021-05-12 15:51:27 main:574] : INFO : Epoch 1703 | loss: 0.0311096 | val_loss: 0.031174 | Time: 4927.6 ms [2021-05-12 15:51:32 main:574] : INFO : Epoch 1704 | loss: 0.0311096 | val_loss: 0.0311778 | Time: 5012.17 ms [2021-05-12 15:51:37 main:574] : INFO : Epoch 1705 | loss: 0.0311207 | val_loss: 0.031179 | Time: 4906.91 ms [2021-05-12 15:51:43 main:574] : INFO : Epoch 1706 | loss: 0.0311174 | val_loss: 0.0311814 | Time: 5142.29 ms [2021-05-12 15:51:48 main:574] : INFO : Epoch 1707 | loss: 0.0311153 | val_loss: 0.031178 | Time: 4978.35 ms [2021-05-12 15:51:53 main:574] : INFO : Epoch 1708 | loss: 0.0311109 | val_loss: 0.031175 | Time: 4935 ms [2021-05-12 15:51:58 main:574] : INFO : Epoch 1709 | loss: 0.0311155 | val_loss: 0.031177 | Time: 4854.62 ms [2021-05-12 15:52:02 main:574] : INFO : Epoch 1710 | loss: 0.0311138 | val_loss: 0.0311798 | Time: 4815.27 ms [2021-05-12 15:52:07 main:574] : INFO : Epoch 1711 | loss: 0.0311225 | val_loss: 0.0311727 | Time: 4931.7 ms [2021-05-12 15:52:12 main:574] : INFO : Epoch 1712 | loss: 0.0311155 | val_loss: 0.0311773 | Time: 4762.85 ms [2021-05-12 15:52:17 main:574] : INFO : Epoch 1713 | loss: 0.0311139 | val_loss: 0.031179 | Time: 4927.71 ms [2021-05-12 15:52:22 main:574] : INFO : Epoch 1714 | loss: 0.0311104 | val_loss: 0.0311827 | Time: 4936.35 ms [2021-05-12 15:52:27 main:574] : INFO : Epoch 1715 | loss: 0.031109 | val_loss: 0.031174 | Time: 4857.51 ms [2021-05-12 15:52:32 main:574] : INFO : Epoch 1716 | loss: 0.0311075 | val_loss: 0.0311738 | Time: 5057.71 ms [2021-05-12 15:52:37 main:574] : INFO : Epoch 1717 | loss: 0.0311079 | val_loss: 0.0311706 | Time: 4819.86 ms [2021-05-12 15:52:42 main:574] : INFO : Epoch 1718 | loss: 0.031106 | val_loss: 0.0311778 | Time: 4810.31 ms [2021-05-12 15:52:47 main:574] : INFO : Epoch 1719 | loss: 0.0311089 | val_loss: 0.0311789 | Time: 4767.78 ms [2021-05-12 15:52:52 main:574] : INFO : Epoch 1720 | loss: 0.031112 | val_loss: 0.0311847 | Time: 4704.14 ms [2021-05-12 15:52:57 main:574] : INFO : Epoch 1721 | loss: 0.0311084 | val_loss: 0.0311828 | Time: 4691.44 ms [2021-05-12 15:53:02 main:574] : INFO : Epoch 1722 | loss: 0.0311174 | val_loss: 0.0311797 | Time: 4849.87 ms [2021-05-12 15:53:07 main:574] : INFO : Epoch 1723 | loss: 0.0311202 | val_loss: 0.0311733 | Time: 4885.86 ms [2021-05-12 15:53:11 main:574] : INFO : Epoch 1724 | loss: 0.0311188 | val_loss: 0.0311748 | Time: 4816.07 ms [2021-05-12 15:53:16 main:574] : INFO : Epoch 1725 | loss: 0.0311138 | val_loss: 0.0311723 | Time: 4790.87 ms [2021-05-12 15:53:21 main:574] : INFO : Epoch 1726 | loss: 0.0311097 | val_loss: 0.031174 | Time: 4639.39 ms [2021-05-12 15:53:26 main:574] : INFO : Epoch 1727 | loss: 0.0311096 | val_loss: 0.0311727 | Time: 4988.93 ms [2021-05-12 15:53:31 main:574] : INFO : Epoch 1728 | loss: 0.0311163 | val_loss: 0.0311743 | Time: 4878.7 ms [2021-05-12 15:53:36 main:574] : INFO : Epoch 1729 | loss: 0.0311196 | val_loss: 0.0311804 | Time: 4957.29 ms [2021-05-12 15:53:41 main:574] : INFO : Epoch 1730 | loss: 0.0311226 | val_loss: 0.0311863 | Time: 4953.92 ms [2021-05-12 15:53:46 main:574] : INFO : Epoch 1731 | loss: 0.0311212 | val_loss: 0.0311742 | Time: 4828.66 ms [2021-05-12 15:53:51 main:574] : INFO : Epoch 1732 | loss: 0.0311134 | val_loss: 0.0311802 | Time: 4796.9 ms [2021-05-12 15:53:56 main:574] : INFO : Epoch 1733 | loss: 0.03111 | val_loss: 0.031192 | Time: 4785.47 ms [2021-05-12 15:54:01 main:574] : INFO : Epoch 1734 | loss: 0.0311097 | val_loss: 0.0311849 | Time: 4888.87 ms [2021-05-12 15:54:05 main:574] : INFO : Epoch 1735 | loss: 0.0311077 | val_loss: 0.0311807 | Time: 4802.57 ms [2021-05-12 15:54:11 main:574] : INFO : Epoch 1736 | loss: 0.0311074 | val_loss: 0.0311786 | Time: 5032.39 ms [2021-05-12 15:54:15 main:574] : INFO : Epoch 1737 | loss: 0.0311027 | val_loss: 0.0311845 | Time: 4728.39 ms [2021-05-12 15:54:20 main:574] : INFO : Epoch 1738 | loss: 0.031104 | val_loss: 0.0311879 | Time: 4946.99 ms [2021-05-12 15:54:26 main:574] : INFO : Epoch 1739 | loss: 0.0311098 | val_loss: 0.0311801 | Time: 5177.02 ms [2021-05-12 15:54:30 main:574] : INFO : Epoch 1740 | loss: 0.031105 | val_loss: 0.0311816 | Time: 4853.24 ms [2021-05-12 15:54:36 main:574] : INFO : Epoch 1741 | loss: 0.0311039 | val_loss: 0.0311796 | Time: 5043.73 ms [2021-05-12 15:54:40 main:574] : INFO : Epoch 1742 | loss: 0.0311083 | val_loss: 0.0311815 | Time: 4804.03 ms [2021-05-12 15:54:45 main:574] : INFO : Epoch 1743 | loss: 0.0311068 | val_loss: 0.0311817 | Time: 4828.42 ms [2021-05-12 15:54:50 main:574] : INFO : Epoch 1744 | loss: 0.0311061 | val_loss: 0.0311776 | Time: 4911.6 ms [2021-05-12 15:54:55 main:574] : INFO : Epoch 1745 | loss: 0.0311073 | val_loss: 0.0311786 | Time: 4877.71 ms [2021-05-12 15:55:00 main:574] : INFO : Epoch 1746 | loss: 0.031107 | val_loss: 0.0311813 | Time: 4859.97 ms [2021-05-12 15:55:05 main:574] : INFO : Epoch 1747 | loss: 0.0311093 | val_loss: 0.0311824 | Time: 4774.02 ms [2021-05-12 15:55:10 main:574] : INFO : Epoch 1748 | loss: 0.0311043 | val_loss: 0.0311833 | Time: 4798.19 ms [2021-05-12 15:55:15 main:574] : INFO : Epoch 1749 | loss: 0.0311028 | val_loss: 0.0311826 | Time: 4894.32 ms [2021-05-12 15:55:20 main:574] : INFO : Epoch 1750 | loss: 0.031104 | val_loss: 0.0311929 | Time: 5024.39 ms [2021-05-12 15:55:25 main:574] : INFO : Epoch 1751 | loss: 0.0311104 | val_loss: 0.0311853 | Time: 5075.38 ms [2021-05-12 15:55:31 main:574] : INFO : Epoch 1752 | loss: 0.0311112 | val_loss: 0.0311841 | Time: 5381.05 ms [2021-05-12 15:55:36 main:574] : INFO : Epoch 1753 | loss: 0.0311141 | val_loss: 0.0311801 | Time: 5113.99 ms [2021-05-12 15:55:41 main:574] : INFO : Epoch 1754 | loss: 0.0311121 | val_loss: 0.0311735 | Time: 4809.24 ms [2021-05-12 15:55:45 main:574] : INFO : Epoch 1755 | loss: 0.0311136 | val_loss: 0.0311756 | Time: 4796.78 ms [2021-05-12 15:55:50 main:574] : INFO : Epoch 1756 | loss: 0.031111 | val_loss: 0.0311793 | Time: 4730.06 ms [2021-05-12 15:55:55 main:574] : INFO : Epoch 1757 | loss: 0.0311103 | val_loss: 0.0311819 | Time: 4834.79 ms [2021-05-12 15:56:00 main:574] : INFO : Epoch 1758 | loss: 0.0311094 | val_loss: 0.0311788 | Time: 4829.89 ms [2021-05-12 15:56:05 main:574] : INFO : Epoch 1759 | loss: 0.0311086 | val_loss: 0.031182 | Time: 4772.88 ms [2021-05-12 15:56:10 main:574] : INFO : Epoch 1760 | loss: 0.0311095 | val_loss: 0.0311815 | Time: 4802.44 ms [2021-05-12 15:56:15 main:574] : INFO : Epoch 1761 | loss: 0.0311068 | val_loss: 0.0311758 | Time: 4851.19 ms [2021-05-12 15:56:20 main:574] : INFO : Epoch 1762 | loss: 0.0311055 | val_loss: 0.0311885 | Time: 4853.88 ms [2021-05-12 15:56:25 main:574] : INFO : Epoch 1763 | loss: 0.03111 | val_loss: 0.0311787 | Time: 4865.8 ms [2021-05-12 15:56:30 main:574] : INFO : Epoch 1764 | loss: 0.0311081 | val_loss: 0.0311824 | Time: 4991.72 ms [2021-05-12 15:56:35 main:574] : INFO : Epoch 1765 | loss: 0.0311037 | val_loss: 0.0311775 | Time: 4790.35 ms [2021-05-12 15:56:40 main:574] : INFO : Epoch 1766 | loss: 0.0311019 | val_loss: 0.0311843 | Time: 4942.97 ms [2021-05-12 15:56:45 main:574] : INFO : Epoch 1767 | loss: 0.0311032 | val_loss: 0.0311825 | Time: 4768.06 ms [2021-05-12 15:56:49 main:574] : INFO : Epoch 1768 | loss: 0.031105 | val_loss: 0.0311856 | Time: 4657.7 ms [2021-05-12 15:56:54 main:574] : INFO : Epoch 1769 | loss: 0.0311085 | val_loss: 0.0311844 | Time: 4812.64 ms [2021-05-12 15:56:59 main:574] : INFO : Epoch 1770 | loss: 0.0311029 | val_loss: 0.0311813 | Time: 4692.92 ms [2021-05-12 15:57:04 main:574] : INFO : Epoch 1771 | loss: 0.0311019 | val_loss: 0.0312011 | Time: 4892.56 ms [2021-05-12 15:57:09 main:574] : INFO : Epoch 1772 | loss: 0.0311021 | val_loss: 0.0311899 | Time: 4875.69 ms [2021-05-12 15:57:14 main:574] : INFO : Epoch 1773 | loss: 0.0311078 | val_loss: 0.0311954 | Time: 4825.25 ms [2021-05-12 15:57:19 main:574] : INFO : Epoch 1774 | loss: 0.031107 | val_loss: 0.0311892 | Time: 4930.25 ms [2021-05-12 15:57:24 main:574] : INFO : Epoch 1775 | loss: 0.0311032 | val_loss: 0.0311936 | Time: 4873.8 ms [2021-05-12 15:57:29 main:574] : INFO : Epoch 1776 | loss: 0.0311036 | val_loss: 0.031198 | Time: 4869.46 ms [2021-05-12 15:57:34 main:574] : INFO : Epoch 1777 | loss: 0.0311031 | val_loss: 0.0311925 | Time: 4889.48 ms [2021-05-12 15:57:39 main:574] : INFO : Epoch 1778 | loss: 0.0310997 | val_loss: 0.0311783 | Time: 4828.43 ms [2021-05-12 15:57:44 main:574] : INFO : Epoch 1779 | loss: 0.0311009 | val_loss: 0.0311852 | Time: 4877.29 ms [2021-05-12 15:57:48 main:574] : INFO : Epoch 1780 | loss: 0.0311049 | val_loss: 0.0311873 | Time: 4633.15 ms [2021-05-12 15:57:53 main:574] : INFO : Epoch 1781 | loss: 0.0311044 | val_loss: 0.0311836 | Time: 4926.51 ms [2021-05-12 15:57:58 main:574] : INFO : Epoch 1782 | loss: 0.0311038 | val_loss: 0.031192 | Time: 5010.05 ms [2021-05-12 15:58:03 main:574] : INFO : Epoch 1783 | loss: 0.0311019 | val_loss: 0.0311906 | Time: 4789.09 ms [2021-05-12 15:58:08 main:574] : INFO : Epoch 1784 | loss: 0.0311053 | val_loss: 0.0311883 | Time: 4868.67 ms [2021-05-12 15:58:13 main:574] : INFO : Epoch 1785 | loss: 0.0311013 | val_loss: 0.031185 | Time: 4786 ms [2021-05-12 15:58:18 main:574] : INFO : Epoch 1786 | loss: 0.0311024 | val_loss: 0.0311773 | Time: 5044.05 ms [2021-05-12 15:58:23 main:574] : INFO : Epoch 1787 | loss: 0.0311023 | val_loss: 0.0311882 | Time: 4823.34 ms [2021-05-12 15:58:28 main:574] : INFO : Epoch 1788 | loss: 0.0311003 | val_loss: 0.0311807 | Time: 4855.1 ms [2021-05-12 15:58:33 main:574] : INFO : Epoch 1789 | loss: 0.0310988 | val_loss: 0.031191 | Time: 4796.59 ms [2021-05-12 15:58:38 main:574] : INFO : Epoch 1790 | loss: 0.0310981 | val_loss: 0.0311982 | Time: 4873.3 ms [2021-05-12 15:58:43 main:574] : INFO : Epoch 1791 | loss: 0.0310988 | val_loss: 0.0312011 | Time: 4912.66 ms [2021-05-12 15:58:48 main:574] : INFO : Epoch 1792 | loss: 0.0310993 | val_loss: 0.0311928 | Time: 4918.14 ms [2021-05-12 15:58:53 main:574] : INFO : Epoch 1793 | loss: 0.0311025 | val_loss: 0.0311867 | Time: 4825.27 ms [2021-05-12 15:58:58 main:574] : INFO : Epoch 1794 | loss: 0.0311033 | val_loss: 0.0311928 | Time: 4750.72 ms [2021-05-12 15:59:02 main:574] : INFO : Epoch 1795 | loss: 0.0311086 | val_loss: 0.0311871 | Time: 4809.69 ms [2021-05-12 15:59:07 main:574] : INFO : Epoch 1796 | loss: 0.031102 | val_loss: 0.0311934 | Time: 4854.67 ms [2021-05-12 15:59:12 main:574] : INFO : Epoch 1797 | loss: 0.0311001 | val_loss: 0.0311854 | Time: 4809 ms [2021-05-12 15:59:17 main:574] : INFO : Epoch 1798 | loss: 0.0311018 | val_loss: 0.0312008 | Time: 4813.08 ms [2021-05-12 15:59:22 main:574] : INFO : Epoch 1799 | loss: 0.0311004 | val_loss: 0.031179 | Time: 4722.92 ms [2021-05-12 15:59:27 main:574] : INFO : Epoch 1800 | loss: 0.0311041 | val_loss: 0.0311831 | Time: 4773.83 ms [2021-05-12 15:59:32 main:574] : INFO : Epoch 1801 | loss: 0.0311034 | val_loss: 0.0311814 | Time: 4853.74 ms [2021-05-12 15:59:36 main:574] : INFO : Epoch 1802 | loss: 0.0311045 | val_loss: 0.0311793 | Time: 4819.53 ms [2021-05-12 15:59:41 main:574] : INFO : Epoch 1803 | loss: 0.0311037 | val_loss: 0.0311919 | Time: 4872.12 ms [2021-05-12 15:59:47 main:574] : INFO : Epoch 1804 | loss: 0.0311037 | val_loss: 0.0311863 | Time: 5034.77 ms [2021-05-12 15:59:51 main:574] : INFO : Epoch 1805 | loss: 0.0311053 | val_loss: 0.0311857 | Time: 4859.57 ms [2021-05-12 15:59:56 main:574] : INFO : Epoch 1806 | loss: 0.0311098 | val_loss: 0.0311846 | Time: 4923.67 ms [2021-05-12 16:00:01 main:574] : INFO : Epoch 1807 | loss: 0.031108 | val_loss: 0.031186 | Time: 4906.69 ms [2021-05-12 16:00:06 main:574] : INFO : Epoch 1808 | loss: 0.0311008 | val_loss: 0.0311812 | Time: 4833.1 ms [2021-05-12 16:00:11 main:574] : INFO : Epoch 1809 | loss: 0.0310999 | val_loss: 0.0311844 | Time: 5003.83 ms [2021-05-12 16:00:16 main:574] : INFO : Epoch 1810 | loss: 0.0310982 | val_loss: 0.0311901 | Time: 4862.79 ms [2021-05-12 16:00:21 main:574] : INFO : Epoch 1811 | loss: 0.0310996 | val_loss: 0.0311797 | Time: 4743.08 ms [2021-05-12 16:00:26 main:574] : INFO : Epoch 1812 | loss: 0.0311091 | val_loss: 0.0311772 | Time: 4820.03 ms [2021-05-12 16:00:31 main:574] : INFO : Epoch 1813 | loss: 0.0311133 | val_loss: 0.0311712 | Time: 4887.8 ms [2021-05-12 16:00:36 main:574] : INFO : Epoch 1814 | loss: 0.0311153 | val_loss: 0.0311853 | Time: 4796.86 ms [2021-05-12 16:00:41 main:574] : INFO : Epoch 1815 | loss: 0.0311278 | val_loss: 0.031166 | Time: 4886.54 ms [2021-05-12 16:00:46 main:574] : INFO : Epoch 1816 | loss: 0.0311222 | val_loss: 0.0311712 | Time: 4914.26 ms [2021-05-12 16:00:51 main:574] : INFO : Epoch 1817 | loss: 0.0311168 | val_loss: 0.0311734 | Time: 4876.59 ms [2021-05-12 16:00:56 main:574] : INFO : Epoch 1818 | loss: 0.0311103 | val_loss: 0.0311781 | Time: 4940.69 ms [2021-05-12 16:01:01 main:574] : INFO : Epoch 1819 | loss: 0.0311054 | val_loss: 0.0311881 | Time: 4760.76 ms [2021-05-12 16:01:06 main:574] : INFO : Epoch 1820 | loss: 0.0311067 | val_loss: 0.0311779 | Time: 4846.51 ms [2021-05-12 16:01:11 main:574] : INFO : Epoch 1821 | loss: 0.0311033 | val_loss: 0.0311794 | Time: 4828.21 ms [2021-05-12 16:01:16 main:574] : INFO : Epoch 1822 | loss: 0.0311018 | val_loss: 0.0311789 | Time: 4832.46 ms [2021-05-12 16:01:20 main:574] : INFO : Epoch 1823 | loss: 0.0311043 | val_loss: 0.0311866 | Time: 4832 ms [2021-05-12 16:01:25 main:574] : INFO : Epoch 1824 | loss: 0.0311128 | val_loss: 0.0311769 | Time: 4731.58 ms [2021-05-12 16:01:30 main:574] : INFO : Epoch 1825 | loss: 0.031108 | val_loss: 0.0311895 | Time: 4923.24 ms [2021-05-12 16:01:35 main:574] : INFO : Epoch 1826 | loss: 0.0311016 | val_loss: 0.0311783 | Time: 4858.3 ms [2021-05-12 16:01:40 main:574] : INFO : Epoch 1827 | loss: 0.0311035 | val_loss: 0.0311858 | Time: 5019.08 ms [2021-05-12 16:01:45 main:574] : INFO : Epoch 1828 | loss: 0.0311075 | val_loss: 0.0312 | Time: 5085.5 ms [2021-05-12 16:01:50 main:574] : INFO : Epoch 1829 | loss: 0.0311103 | val_loss: 0.0312018 | Time: 4909.63 ms [2021-05-12 16:01:55 main:574] : INFO : Epoch 1830 | loss: 0.0311069 | val_loss: 0.0311893 | Time: 4838.06 ms [2021-05-12 16:02:00 main:574] : INFO : Epoch 1831 | loss: 0.031101 | val_loss: 0.0311844 | Time: 4953.29 ms [2021-05-12 16:02:05 main:574] : INFO : Epoch 1832 | loss: 0.0310983 | val_loss: 0.0311984 | Time: 5022.36 ms [2021-05-12 16:02:11 main:574] : INFO : Epoch 1833 | loss: 0.0311023 | val_loss: 0.0311916 | Time: 4886.38 ms [2021-05-12 16:02:15 main:574] : INFO : Epoch 1834 | loss: 0.0311047 | val_loss: 0.0311969 | Time: 4752.16 ms [2021-05-12 16:02:20 main:574] : INFO : Epoch 1835 | loss: 0.0311059 | val_loss: 0.0311879 | Time: 4796.23 ms [2021-05-12 16:02:25 main:574] : INFO : Epoch 1836 | loss: 0.0311084 | val_loss: 0.0311959 | Time: 4715.77 ms [2021-05-12 16:02:30 main:574] : INFO : Epoch 1837 | loss: 0.0311049 | val_loss: 0.0311839 | Time: 4962.19 ms [2021-05-12 16:02:35 main:574] : INFO : Epoch 1838 | loss: 0.0311097 | val_loss: 0.0311998 | Time: 4728.24 ms [2021-05-12 16:02:40 main:574] : INFO : Epoch 1839 | loss: 0.0311028 | val_loss: 0.0311958 | Time: 4879.94 ms [2021-05-12 16:02:45 main:574] : INFO : Epoch 1840 | loss: 0.0311013 | val_loss: 0.031182 | Time: 4828.86 ms [2021-05-12 16:02:50 main:574] : INFO : Epoch 1841 | loss: 0.031102 | val_loss: 0.03119 | Time: 4747.13 ms [2021-05-12 16:02:55 main:574] : INFO : Epoch 1842 | loss: 0.0311 | val_loss: 0.0311778 | Time: 4967.36 ms [2021-05-12 16:02:59 main:574] : INFO : Epoch 1843 | loss: 0.0311008 | val_loss: 0.0311866 | Time: 4795.18 ms [2021-05-12 16:03:04 main:574] : INFO : Epoch 1844 | loss: 0.0311006 | val_loss: 0.0311936 | Time: 4796.23 ms [2021-05-12 16:03:09 main:574] : INFO : Epoch 1845 | loss: 0.0310956 | val_loss: 0.0311901 | Time: 4785.57 ms [2021-05-12 16:03:14 main:574] : INFO : Epoch 1846 | loss: 0.0310947 | val_loss: 0.0311838 | Time: 4822.74 ms [2021-05-12 16:03:19 main:574] : INFO : Epoch 1847 | loss: 0.0311428 | val_loss: 0.0311663 | Time: 4841.84 ms [2021-05-12 16:03:24 main:574] : INFO : Epoch 1848 | loss: 0.0311433 | val_loss: 0.0311669 | Time: 4913.77 ms [2021-05-12 16:03:29 main:574] : INFO : Epoch 1849 | loss: 0.0311352 | val_loss: 0.0311686 | Time: 4790.24 ms [2021-05-12 16:03:34 main:574] : INFO : Epoch 1850 | loss: 0.0311339 | val_loss: 0.031172 | Time: 4848.89 ms [2021-05-12 16:03:39 main:574] : INFO : Epoch 1851 | loss: 0.0311255 | val_loss: 0.031169 | Time: 4942.26 ms [2021-05-12 16:03:44 main:574] : INFO : Epoch 1852 | loss: 0.0311203 | val_loss: 0.0311757 | Time: 4848.85 ms [2021-05-12 16:03:48 main:574] : INFO : Epoch 1853 | loss: 0.0311168 | val_loss: 0.0311726 | Time: 4802.07 ms [2021-05-12 16:03:53 main:574] : INFO : Epoch 1854 | loss: 0.0311181 | val_loss: 0.031178 | Time: 4800.91 ms [2021-05-12 16:03:58 main:574] : INFO : Epoch 1855 | loss: 0.0311179 | val_loss: 0.0311762 | Time: 4780.63 ms [2021-05-12 16:04:03 main:574] : INFO : Epoch 1856 | loss: 0.0311078 | val_loss: 0.0311841 | Time: 4855.1 ms [2021-05-12 16:04:08 main:574] : INFO : Epoch 1857 | loss: 0.031108 | val_loss: 0.0311809 | Time: 4663.31 ms [2021-05-12 16:04:13 main:574] : INFO : Epoch 1858 | loss: 0.0311067 | val_loss: 0.0311873 | Time: 4795.51 ms [2021-05-12 16:04:18 main:574] : INFO : Epoch 1859 | loss: 0.0311049 | val_loss: 0.0311806 | Time: 4779.34 ms [2021-05-12 16:04:22 main:574] : INFO : Epoch 1860 | loss: 0.0311066 | val_loss: 0.0311819 | Time: 4794.66 ms [2021-05-12 16:04:27 main:574] : INFO : Epoch 1861 | loss: 0.0311042 | val_loss: 0.0311918 | Time: 4701.69 ms [2021-05-12 16:04:32 main:574] : INFO : Epoch 1862 | loss: 0.0311059 | val_loss: 0.0311819 | Time: 4702.96 ms [2021-05-12 16:04:37 main:574] : INFO : Epoch 1863 | loss: 0.031107 | val_loss: 0.0311748 | Time: 4741.79 ms [2021-05-12 16:04:42 main:574] : INFO : Epoch 1864 | loss: 0.0311061 | val_loss: 0.0311886 | Time: 4825.15 ms [2021-05-12 16:04:47 main:574] : INFO : Epoch 1865 | loss: 0.0311036 | val_loss: 0.0311794 | Time: 4816.46 ms [2021-05-12 16:04:51 main:574] : INFO : Epoch 1866 | loss: 0.031111 | val_loss: 0.0311835 | Time: 4780.15 ms [2021-05-12 16:04:56 main:574] : INFO : Epoch 1867 | loss: 0.0311039 | val_loss: 0.0311875 | Time: 4920.32 ms [2021-05-12 16:05:01 main:574] : INFO : Epoch 1868 | loss: 0.0311069 | val_loss: 0.0311795 | Time: 4857.06 ms [2021-05-12 16:05:06 main:574] : INFO : Epoch 1869 | loss: 0.0311267 | val_loss: 0.0311785 | Time: 4816.31 ms [2021-05-12 16:05:11 main:574] : INFO : Epoch 1870 | loss: 0.0311168 | val_loss: 0.031176 | Time: 4907.52 ms [2021-05-12 16:05:16 main:574] : INFO : Epoch 1871 | loss: 0.0311107 | val_loss: 0.0311862 | Time: 4899.45 ms [2021-05-12 16:05:21 main:574] : INFO : Epoch 1872 | loss: 0.0311069 | val_loss: 0.0311921 | Time: 4820.3 ms [2021-05-12 16:05:26 main:574] : INFO : Epoch 1873 | loss: 0.031105 | val_loss: 0.0311857 | Time: 4923.73 ms [2021-05-12 16:05:31 main:574] : INFO : Epoch 1874 | loss: 0.0311045 | val_loss: 0.0311935 | Time: 4912.66 ms [2021-05-12 16:05:36 main:574] : INFO : Epoch 1875 | loss: 0.0311044 | val_loss: 0.0311972 | Time: 4834.75 ms [2021-05-12 16:05:41 main:574] : INFO : Epoch 1876 | loss: 0.0311045 | val_loss: 0.0311853 | Time: 4805.08 ms [2021-05-12 16:05:46 main:574] : INFO : Epoch 1877 | loss: 0.0311064 | val_loss: 0.0311892 | Time: 4833.93 ms [2021-05-12 16:05:51 main:574] : INFO : Epoch 1878 | loss: 0.0311044 | val_loss: 0.0311873 | Time: 4814.09 ms [2021-05-12 16:05:56 main:574] : INFO : Epoch 1879 | loss: 0.0310999 | val_loss: 0.0311926 | Time: 4893.46 ms [2021-05-12 16:06:01 main:574] : INFO : Epoch 1880 | loss: 0.0310946 | val_loss: 0.0311899 | Time: 4765.49 ms [2021-05-12 16:06:05 main:574] : INFO : Epoch 1881 | loss: 0.0310969 | val_loss: 0.0312012 | Time: 4826.48 ms [2021-05-12 16:06:10 main:574] : INFO : Epoch 1882 | loss: 0.0310962 | val_loss: 0.0311973 | Time: 4849.71 ms [2021-05-12 16:06:15 main:574] : INFO : Epoch 1883 | loss: 0.0310922 | val_loss: 0.0312098 | Time: 4937.14 ms [2021-05-12 16:06:20 main:574] : INFO : Epoch 1884 | loss: 0.0310945 | val_loss: 0.0312007 | Time: 4983.77 ms [2021-05-12 16:06:25 main:574] : INFO : Epoch 1885 | loss: 0.0310994 | val_loss: 0.0311847 | Time: 4853.49 ms [2021-05-12 16:06:30 main:574] : INFO : Epoch 1886 | loss: 0.0310989 | val_loss: 0.0311975 | Time: 4811.86 ms [2021-05-12 16:06:35 main:574] : INFO : Epoch 1887 | loss: 0.0310949 | val_loss: 0.0311893 | Time: 4743.5 ms [2021-05-12 16:06:40 main:574] : INFO : Epoch 1888 | loss: 0.0310933 | val_loss: 0.031206 | Time: 4878.06 ms [2021-05-12 16:06:45 main:574] : INFO : Epoch 1889 | loss: 0.0310928 | val_loss: 0.0311999 | Time: 4878.4 ms [2021-05-12 16:06:50 main:574] : INFO : Epoch 1890 | loss: 0.0310932 | val_loss: 0.0311926 | Time: 4863.3 ms [2021-05-12 16:06:55 main:574] : INFO : Epoch 1891 | loss: 0.0310944 | val_loss: 0.0311963 | Time: 4973.27 ms [2021-05-12 16:07:00 main:574] : INFO : Epoch 1892 | loss: 0.0310987 | val_loss: 0.031196 | Time: 4830.96 ms [2021-05-12 16:07:05 main:574] : INFO : Epoch 1893 | loss: 0.0311063 | val_loss: 0.0311834 | Time: 4924.99 ms [2021-05-12 16:07:10 main:574] : INFO : Epoch 1894 | loss: 0.031103 | val_loss: 0.0311896 | Time: 4802.03 ms [2021-05-12 16:07:15 main:574] : INFO : Epoch 1895 | loss: 0.031101 | val_loss: 0.0311887 | Time: 4907.68 ms [2021-05-12 16:07:20 main:574] : INFO : Epoch 1896 | loss: 0.0310991 | val_loss: 0.031197 | Time: 4817.49 ms [2021-05-12 16:07:24 main:574] : INFO : Epoch 1897 | loss: 0.0310988 | val_loss: 0.0311885 | Time: 4839.05 ms [2021-05-12 16:07:30 main:574] : INFO : Epoch 1898 | loss: 0.0310963 | val_loss: 0.0311875 | Time: 4972.11 ms [2021-05-12 16:07:34 main:574] : INFO : Epoch 1899 | loss: 0.0310971 | val_loss: 0.031189 | Time: 4715.76 ms [2021-05-12 16:07:39 main:574] : INFO : Epoch 1900 | loss: 0.0311016 | val_loss: 0.0311894 | Time: 4824.63 ms [2021-05-12 16:07:44 main:574] : INFO : Epoch 1901 | loss: 0.0310982 | val_loss: 0.0312055 | Time: 4765.47 ms [2021-05-12 16:07:49 main:574] : INFO : Epoch 1902 | loss: 0.031097 | val_loss: 0.0312039 | Time: 4864.15 ms [2021-05-12 16:07:54 main:574] : INFO : Epoch 1903 | loss: 0.0310981 | val_loss: 0.031196 | Time: 4933.84 ms [2021-05-12 16:07:59 main:574] : INFO : Epoch 1904 | loss: 0.0310952 | val_loss: 0.0311924 | Time: 4787.06 ms [2021-05-12 16:08:04 main:574] : INFO : Epoch 1905 | loss: 0.0310924 | val_loss: 0.0311893 | Time: 4818.35 ms [2021-05-12 16:08:09 main:574] : INFO : Epoch 1906 | loss: 0.0310964 | val_loss: 0.0312007 | Time: 4911.23 ms [2021-05-12 16:08:14 main:574] : INFO : Epoch 1907 | loss: 0.0310966 | val_loss: 0.0311939 | Time: 4895.41 ms [2021-05-12 16:08:19 main:574] : INFO : Epoch 1908 | loss: 0.0311038 | val_loss: 0.0311829 | Time: 4785.89 ms [2021-05-12 16:08:24 main:574] : INFO : Epoch 1909 | loss: 0.0311105 | val_loss: 0.0311891 | Time: 4838.33 ms [2021-05-12 16:08:29 main:574] : INFO : Epoch 1910 | loss: 0.0311072 | val_loss: 0.0311822 | Time: 4879.1 ms [2021-05-12 16:08:34 main:574] : INFO : Epoch 1911 | loss: 0.0311038 | val_loss: 0.0311843 | Time: 4879.54 ms [2021-05-12 16:08:39 main:574] : INFO : Epoch 1912 | loss: 0.0311281 | val_loss: 0.0311861 | Time: 4942.97 ms [2021-05-12 16:08:43 main:574] : INFO : Epoch 1913 | loss: 0.0311254 | val_loss: 0.0311849 | Time: 4731.02 ms [2021-05-12 16:08:48 main:574] : INFO : Epoch 1914 | loss: 0.031117 | val_loss: 0.031184 | Time: 4795.09 ms [2021-05-12 16:08:53 main:574] : INFO : Epoch 1915 | loss: 0.0311083 | val_loss: 0.0311817 | Time: 4846.61 ms [2021-05-12 16:08:58 main:574] : INFO : Epoch 1916 | loss: 0.0311067 | val_loss: 0.0311835 | Time: 4875.08 ms [2021-05-12 16:09:03 main:574] : INFO : Epoch 1917 | loss: 0.0311043 | val_loss: 0.0311887 | Time: 4850.94 ms [2021-05-12 16:09:08 main:574] : INFO : Epoch 1918 | loss: 0.0311038 | val_loss: 0.0311902 | Time: 4809.24 ms [2021-05-12 16:09:13 main:574] : INFO : Epoch 1919 | loss: 0.0311133 | val_loss: 0.0311837 | Time: 4941.42 ms [2021-05-12 16:09:18 main:574] : INFO : Epoch 1920 | loss: 0.0311154 | val_loss: 0.031183 | Time: 4779.08 ms [2021-05-12 16:09:23 main:574] : INFO : Epoch 1921 | loss: 0.0311074 | val_loss: 0.0311811 | Time: 4761.28 ms [2021-05-12 16:09:27 main:574] : INFO : Epoch 1922 | loss: 0.0311117 | val_loss: 0.0311753 | Time: 4754.5 ms [2021-05-12 16:09:32 main:574] : INFO : Epoch 1923 | loss: 0.0311204 | val_loss: 0.0311734 | Time: 4887.36 ms [2021-05-12 16:09:37 main:574] : INFO : Epoch 1924 | loss: 0.0311128 | val_loss: 0.0311808 | Time: 4842.34 ms [2021-05-12 16:09:42 main:574] : INFO : Epoch 1925 | loss: 0.0311109 | val_loss: 0.0311865 | Time: 4971.42 ms [2021-05-12 16:09:47 main:574] : INFO : Epoch 1926 | loss: 0.0311135 | val_loss: 0.0311856 | Time: 4854.07 ms [2021-05-12 16:09:52 main:574] : INFO : Epoch 1927 | loss: 0.0311058 | val_loss: 0.0311831 | Time: 4790.83 ms [2021-05-12 16:09:57 main:574] : INFO : Epoch 1928 | loss: 0.0311011 | val_loss: 0.0311907 | Time: 4833.05 ms [2021-05-12 16:10:02 main:574] : INFO : Epoch 1929 | loss: 0.0311065 | val_loss: 0.0311884 | Time: 4829.69 ms [2021-05-12 16:10:07 main:574] : INFO : Epoch 1930 | loss: 0.0311028 | val_loss: 0.0311855 | Time: 4884.97 ms [2021-05-12 16:10:12 main:574] : INFO : Epoch 1931 | loss: 0.0310984 | val_loss: 0.0311859 | Time: 4850.37 ms [2021-05-12 16:10:17 main:574] : INFO : Epoch 1932 | loss: 0.0310945 | val_loss: 0.0311944 | Time: 4804.55 ms [2021-05-12 16:10:22 main:574] : INFO : Epoch 1933 | loss: 0.0310961 | val_loss: 0.0311834 | Time: 4825.15 ms [2021-05-12 16:10:26 main:574] : INFO : Epoch 1934 | loss: 0.0311007 | val_loss: 0.0312021 | Time: 4726.1 ms [2021-05-12 16:10:31 main:574] : INFO : Epoch 1935 | loss: 0.0311003 | val_loss: 0.0311862 | Time: 4785.47 ms [2021-05-12 16:10:36 main:574] : INFO : Epoch 1936 | loss: 0.0310969 | val_loss: 0.0312048 | Time: 4771.34 ms [2021-05-12 16:10:41 main:574] : INFO : Epoch 1937 | loss: 0.0310973 | val_loss: 0.0311912 | Time: 4744.97 ms [2021-05-12 16:10:46 main:574] : INFO : Epoch 1938 | loss: 0.0310965 | val_loss: 0.0311896 | Time: 4952.56 ms [2021-05-12 16:10:51 main:574] : INFO : Epoch 1939 | loss: 0.0311019 | val_loss: 0.0311921 | Time: 4862.66 ms [2021-05-12 16:10:56 main:574] : INFO : Epoch 1940 | loss: 0.0311003 | val_loss: 0.0311891 | Time: 5087.95 ms [2021-05-12 16:11:01 main:574] : INFO : Epoch 1941 | loss: 0.0310982 | val_loss: 0.0311897 | Time: 5315 ms [2021-05-12 16:11:07 main:574] : INFO : Epoch 1942 | loss: 0.031098 | val_loss: 0.0311947 | Time: 4932.56 ms [2021-05-12 16:11:12 main:574] : INFO : Epoch 1943 | loss: 0.0311027 | val_loss: 0.0311871 | Time: 4868.13 ms [2021-05-12 16:11:17 main:574] : INFO : Epoch 1944 | loss: 0.0311057 | val_loss: 0.0311904 | Time: 4882.66 ms [2021-05-12 16:11:22 main:574] : INFO : Epoch 1945 | loss: 0.0311024 | val_loss: 0.0311862 | Time: 4942.68 ms [2021-05-12 16:11:27 main:574] : INFO : Epoch 1946 | loss: 0.031102 | val_loss: 0.0311914 | Time: 4728.49 ms [2021-05-12 16:11:31 main:574] : INFO : Epoch 1947 | loss: 0.0310972 | val_loss: 0.0311862 | Time: 4796.33 ms [2021-05-12 16:11:36 main:574] : INFO : Epoch 1948 | loss: 0.0310938 | val_loss: 0.0311977 | Time: 4878.65 ms [2021-05-12 16:11:41 main:574] : INFO : Epoch 1949 | loss: 0.0310946 | val_loss: 0.0311851 | Time: 4799.42 ms [2021-05-12 16:11:46 main:574] : INFO : Epoch 1950 | loss: 0.0310961 | val_loss: 0.0311968 | Time: 4979.39 ms [2021-05-12 16:11:51 main:574] : INFO : Epoch 1951 | loss: 0.0310944 | val_loss: 0.0311847 | Time: 4770.57 ms [2021-05-12 16:11:56 main:574] : INFO : Epoch 1952 | loss: 0.0310957 | val_loss: 0.0311935 | Time: 4759.08 ms [2021-05-12 16:12:01 main:574] : INFO : Epoch 1953 | loss: 0.031102 | val_loss: 0.0311939 | Time: 4809.01 ms [2021-05-12 16:12:06 main:574] : INFO : Epoch 1954 | loss: 0.0310991 | val_loss: 0.0311961 | Time: 4769.23 ms [2021-05-12 16:12:11 main:574] : INFO : Epoch 1955 | loss: 0.031101 | val_loss: 0.0311895 | Time: 4778.05 ms [2021-05-12 16:12:16 main:574] : INFO : Epoch 1956 | loss: 0.031104 | val_loss: 0.0311908 | Time: 4836.85 ms [2021-05-12 16:12:21 main:574] : INFO : Epoch 1957 | loss: 0.0310998 | val_loss: 0.0311953 | Time: 4891.04 ms [2021-05-12 16:12:26 main:574] : INFO : Epoch 1958 | loss: 0.0310967 | val_loss: 0.0311907 | Time: 4917.74 ms [2021-05-12 16:12:31 main:574] : INFO : Epoch 1959 | loss: 0.0310991 | val_loss: 0.0311928 | Time: 4850.85 ms [2021-05-12 16:12:35 main:574] : INFO : Epoch 1960 | loss: 0.031097 | val_loss: 0.0311869 | Time: 4794.65 ms [2021-05-12 16:12:40 main:574] : INFO : Epoch 1961 | loss: 0.0310951 | val_loss: 0.031193 | Time: 4936.7 ms [2021-05-12 16:12:45 main:574] : INFO : Epoch 1962 | loss: 0.0310953 | val_loss: 0.0311873 | Time: 4900.52 ms [2021-05-12 16:12:50 main:574] : INFO : Epoch 1963 | loss: 0.031097 | val_loss: 0.0311976 | Time: 4866.18 ms [2021-05-12 16:12:55 main:574] : INFO : Epoch 1964 | loss: 0.0310967 | val_loss: 0.0312045 | Time: 4783.87 ms [2021-05-12 16:13:00 main:574] : INFO : Epoch 1965 | loss: 0.0311011 | val_loss: 0.0311863 | Time: 4898.34 ms [2021-05-12 16:13:05 main:574] : INFO : Epoch 1966 | loss: 0.0310991 | val_loss: 0.0311871 | Time: 4817.28 ms [2021-05-12 16:13:10 main:574] : INFO : Epoch 1967 | loss: 0.0311047 | val_loss: 0.0311854 | Time: 4886.41 ms [2021-05-12 16:13:15 main:574] : INFO : Epoch 1968 | loss: 0.0311081 | val_loss: 0.0311922 | Time: 4804.71 ms [2021-05-12 16:13:20 main:574] : INFO : Epoch 1969 | loss: 0.0311013 | val_loss: 0.0311867 | Time: 4829.88 ms [2021-05-12 16:13:25 main:574] : INFO : Epoch 1970 | loss: 0.0310965 | val_loss: 0.0311953 | Time: 4821 ms [2021-05-12 16:13:30 main:574] : INFO : Epoch 1971 | loss: 0.0310982 | val_loss: 0.0311884 | Time: 4787.5 ms [2021-05-12 16:13:34 main:574] : INFO : Epoch 1972 | loss: 0.031093 | val_loss: 0.0311935 | Time: 4837.41 ms [2021-05-12 16:13:39 main:574] : INFO : Epoch 1973 | loss: 0.0310944 | val_loss: 0.0311966 | Time: 4845.76 ms [2021-05-12 16:13:44 main:574] : INFO : Epoch 1974 | loss: 0.0310953 | val_loss: 0.03119 | Time: 4848.4 ms [2021-05-12 16:13:49 main:574] : INFO : Epoch 1975 | loss: 0.0310996 | val_loss: 0.0311882 | Time: 4846.57 ms [2021-05-12 16:13:54 main:574] : INFO : Epoch 1976 | loss: 0.0310963 | val_loss: 0.031192 | Time: 4847.53 ms [2021-05-12 16:13:59 main:574] : INFO : Epoch 1977 | loss: 0.0310972 | val_loss: 0.0311965 | Time: 4830.76 ms [2021-05-12 16:14:04 main:574] : INFO : Epoch 1978 | loss: 0.0310956 | val_loss: 0.0311969 | Time: 4777.01 ms [2021-05-12 16:14:09 main:574] : INFO : Epoch 1979 | loss: 0.031095 | val_loss: 0.0311944 | Time: 4900 ms [2021-05-12 16:14:14 main:574] : INFO : Epoch 1980 | loss: 0.0310922 | val_loss: 0.0311957 | Time: 4823.64 ms [2021-05-12 16:14:19 main:574] : INFO : Epoch 1981 | loss: 0.0310898 | val_loss: 0.0312001 | Time: 4872.57 ms [2021-05-12 16:14:24 main:574] : INFO : Epoch 1982 | loss: 0.0310991 | val_loss: 0.0311956 | Time: 4822.3 ms [2021-05-12 16:14:29 main:574] : INFO : Epoch 1983 | loss: 0.0311002 | val_loss: 0.0311962 | Time: 4822.62 ms [2021-05-12 16:14:34 main:574] : INFO : Epoch 1984 | loss: 0.0310947 | val_loss: 0.0311932 | Time: 4830.23 ms [2021-05-12 16:14:39 main:574] : INFO : Epoch 1985 | loss: 0.0310975 | val_loss: 0.0311922 | Time: 4871.74 ms [2021-05-12 16:14:44 main:574] : INFO : Epoch 1986 | loss: 0.0311041 | val_loss: 0.0311841 | Time: 4838.63 ms [2021-05-12 16:14:49 main:574] : INFO : Epoch 1987 | loss: 0.031101 | val_loss: 0.0311842 | Time: 4997.99 ms [2021-05-12 16:14:53 main:574] : INFO : Epoch 1988 | loss: 0.0310958 | val_loss: 0.0311924 | Time: 4780.13 ms [2021-05-12 16:14:58 main:574] : INFO : Epoch 1989 | loss: 0.0310939 | val_loss: 0.031197 | Time: 4793.08 ms [2021-05-12 16:15:03 main:574] : INFO : Epoch 1990 | loss: 0.0310911 | val_loss: 0.031201 | Time: 4906.26 ms [2021-05-12 16:15:08 main:574] : INFO : Epoch 1991 | loss: 0.0310912 | val_loss: 0.0311944 | Time: 4902.76 ms [2021-05-12 16:15:13 main:574] : INFO : Epoch 1992 | loss: 0.0310894 | val_loss: 0.0312022 | Time: 4868.38 ms [2021-05-12 16:15:18 main:574] : INFO : Epoch 1993 | loss: 0.0310911 | val_loss: 0.0311886 | Time: 4756.2 ms [2021-05-12 16:15:23 main:574] : INFO : Epoch 1994 | loss: 0.0310958 | val_loss: 0.0312027 | Time: 4898.15 ms [2021-05-12 16:15:28 main:574] : INFO : Epoch 1995 | loss: 0.0310918 | val_loss: 0.0312004 | Time: 4879.72 ms [2021-05-12 16:15:33 main:574] : INFO : Epoch 1996 | loss: 0.0310867 | val_loss: 0.0311926 | Time: 4923.83 ms [2021-05-12 16:15:38 main:574] : INFO : Epoch 1997 | loss: 0.0310884 | val_loss: 0.0312067 | Time: 4913.57 ms [2021-05-12 16:15:43 main:574] : INFO : Epoch 1998 | loss: 0.0310923 | val_loss: 0.0312023 | Time: 4835.77 ms [2021-05-12 16:15:48 main:574] : INFO : Epoch 1999 | loss: 0.0310879 | val_loss: 0.0312041 | Time: 4764 ms [2021-05-12 16:15:53 main:574] : INFO : Epoch 2000 | loss: 0.0310876 | val_loss: 0.0312044 | Time: 4851.87 ms [2021-05-12 16:15:57 main:574] : INFO : Epoch 2001 | loss: 0.0310937 | val_loss: 0.0311902 | Time: 4785.87 ms [2021-05-12 16:16:02 main:574] : INFO : Epoch 2002 | loss: 0.0310907 | val_loss: 0.0312037 | Time: 4835.34 ms [2021-05-12 16:16:07 main:574] : INFO : Epoch 2003 | loss: 0.0310916 | val_loss: 0.031203 | Time: 4866.04 ms [2021-05-12 16:16:12 main:574] : INFO : Epoch 2004 | loss: 0.0310919 | val_loss: 0.031201 | Time: 4787.35 ms [2021-05-12 16:16:17 main:574] : INFO : Epoch 2005 | loss: 0.0310909 | val_loss: 0.0311994 | Time: 4863.07 ms [2021-05-12 16:16:22 main:574] : INFO : Epoch 2006 | loss: 0.0310896 | val_loss: 0.0312002 | Time: 4821.35 ms [2021-05-12 16:16:27 main:574] : INFO : Epoch 2007 | loss: 0.0310928 | val_loss: 0.0312 | Time: 4901.49 ms [2021-05-12 16:16:32 main:574] : INFO : Epoch 2008 | loss: 0.0311013 | val_loss: 0.0311981 | Time: 4969.86 ms [2021-05-12 16:16:37 main:574] : INFO : Epoch 2009 | loss: 0.0310961 | val_loss: 0.0311971 | Time: 4782.45 ms [2021-05-12 16:16:42 main:574] : INFO : Epoch 2010 | loss: 0.0310996 | val_loss: 0.0311959 | Time: 4873.32 ms [2021-05-12 16:16:47 main:574] : INFO : Epoch 2011 | loss: 0.0310935 | val_loss: 0.0311936 | Time: 4792.96 ms [2021-05-12 16:16:52 main:574] : INFO : Epoch 2012 | loss: 0.0310892 | val_loss: 0.0312007 | Time: 4853.84 ms [2021-05-12 16:16:56 main:574] : INFO : Epoch 2013 | loss: 0.0310884 | val_loss: 0.0311944 | Time: 4754.1 ms [2021-05-12 16:17:01 main:574] : INFO : Epoch 2014 | loss: 0.0310887 | val_loss: 0.0311877 | Time: 4819.78 ms [2021-05-12 16:17:06 main:574] : INFO : Epoch 2015 | loss: 0.0310935 | val_loss: 0.0311945 | Time: 4761.17 ms [2021-05-12 16:17:11 main:574] : INFO : Epoch 2016 | loss: 0.0310931 | val_loss: 0.0311944 | Time: 4824.66 ms [2021-05-12 16:17:16 main:574] : INFO : Epoch 2017 | loss: 0.031096 | val_loss: 0.0311886 | Time: 4824.29 ms [2021-05-12 16:17:21 main:574] : INFO : Epoch 2018 | loss: 0.0310976 | val_loss: 0.0311985 | Time: 4817.77 ms [2021-05-12 16:17:26 main:574] : INFO : Epoch 2019 | loss: 0.0311009 | val_loss: 0.0311923 | Time: 4633.14 ms [2021-05-12 16:17:31 main:574] : INFO : Epoch 2020 | loss: 0.0310951 | val_loss: 0.0311893 | Time: 4928.03 ms [2021-05-12 16:17:36 main:574] : INFO : Epoch 2021 | loss: 0.0310929 | val_loss: 0.0312089 | Time: 4939.04 ms [2021-05-12 16:17:41 main:574] : INFO : Epoch 2022 | loss: 0.0310909 | val_loss: 0.0311925 | Time: 4952.75 ms [2021-05-12 16:17:46 main:574] : INFO : Epoch 2023 | loss: 0.0310868 | val_loss: 0.0311984 | Time: 4848.01 ms [2021-05-12 16:17:51 main:574] : INFO : Epoch 2024 | loss: 0.0310874 | val_loss: 0.0311974 | Time: 4943.22 ms [2021-05-12 16:17:56 main:574] : INFO : Epoch 2025 | loss: 0.0310877 | val_loss: 0.0312056 | Time: 4842.05 ms [2021-05-12 16:18:01 main:574] : INFO : Epoch 2026 | loss: 0.0310902 | val_loss: 0.0312023 | Time: 4902.37 ms [2021-05-12 16:18:05 main:574] : INFO : Epoch 2027 | loss: 0.031091 | val_loss: 0.0312007 | Time: 4811.4 ms [2021-05-12 16:18:10 main:574] : INFO : Epoch 2028 | loss: 0.0310929 | val_loss: 0.0312024 | Time: 4787.98 ms [2021-05-12 16:18:15 main:574] : INFO : Epoch 2029 | loss: 0.0310941 | val_loss: 0.0311982 | Time: 4854.81 ms [2021-05-12 16:18:20 main:574] : INFO : Epoch 2030 | loss: 0.0311031 | val_loss: 0.0311926 | Time: 4826.85 ms [2021-05-12 16:18:25 main:574] : INFO : Epoch 2031 | loss: 0.0310966 | val_loss: 0.0311944 | Time: 4911.48 ms [2021-05-12 16:18:30 main:574] : INFO : Epoch 2032 | loss: 0.0310884 | val_loss: 0.0311915 | Time: 4889.68 ms [2021-05-12 16:18:35 main:574] : INFO : Epoch 2033 | loss: 0.0310849 | val_loss: 0.0312135 | Time: 4811.13 ms [2021-05-12 16:18:40 main:574] : INFO : Epoch 2034 | loss: 0.0310885 | val_loss: 0.0311819 | Time: 4840.69 ms [2021-05-12 16:18:45 main:574] : INFO : Epoch 2035 | loss: 0.0311239 | val_loss: 0.0312232 | Time: 4755.98 ms [2021-05-12 16:18:49 main:574] : INFO : Epoch 2036 | loss: 0.0326482 | val_loss: 0.0320468 | Time: 4847.71 ms [2021-05-12 16:18:54 main:574] : INFO : Epoch 2037 | loss: 0.032816 | val_loss: 0.0314471 | Time: 4865.49 ms [2021-05-12 16:18:59 main:574] : INFO : Epoch 2038 | loss: 0.0318837 | val_loss: 0.031804 | Time: 4831.31 ms [2021-05-12 16:19:04 main:574] : INFO : Epoch 2039 | loss: 0.0314085 | val_loss: 0.0312639 | Time: 4834.56 ms [2021-05-12 16:19:09 main:574] : INFO : Epoch 2040 | loss: 0.0312541 | val_loss: 0.0312322 | Time: 4873.24 ms [2021-05-12 16:19:14 main:574] : INFO : Epoch 2041 | loss: 0.0312201 | val_loss: 0.0312066 | Time: 4831.23 ms [2021-05-12 16:19:19 main:574] : INFO : Epoch 2042 | loss: 0.031207 | val_loss: 0.0312002 | Time: 4995.91 ms [2021-05-12 16:19:24 main:574] : INFO : Epoch 2043 | loss: 0.0312027 | val_loss: 0.031202 | Time: 4987.9 ms [2021-05-12 16:19:29 main:574] : INFO : Epoch 2044 | loss: 0.0312008 | val_loss: 0.0311953 | Time: 4928.27 ms [2021-05-12 16:19:34 main:574] : INFO : Epoch 2045 | loss: 0.0311993 | val_loss: 0.0311951 | Time: 4844.89 ms [2021-05-12 16:19:39 main:574] : INFO : Epoch 2046 | loss: 0.0311973 | val_loss: 0.0311968 | Time: 4818.72 ms [2021-05-12 16:19:43 main:574] : INFO : Epoch 2047 | loss: 0.0311972 | val_loss: 0.0311929 | Time: 3870.65 ms [2021-05-12 16:19:47 main:574] : INFO : Epoch 2048 | loss: 0.0311951 | val_loss: 0.0311919 | Time: 3853.64 ms [2021-05-12 16:19:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311919 [2021-05-12 16:19:48 main:603] : INFO : Saving end state to config to file [2021-05-12 16:19:48 main:608] : INFO : Success, exiting.. 16:19:49 (2444): 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)