Task 11757223
| Name | ParityModified-1639949080-15607-3-0_1 |
| Workunit | 8640599 |
| Created | 19 Feb 2022, 13:04:33 UTC |
| Sent | 19 Feb 2022, 16:46:37 UTC |
| Report deadline | 27 Feb 2022, 16:46:37 UTC |
| Received | 20 Feb 2022, 17:26:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 3 hours 38 min 36 sec |
| CPU time | 3 hours 30 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1573 | loss: 0.0310796 | val_loss: 0.0311344 | Time: 5794.92 ms [2022-02-20 14:31:53 main:574] : INFO : Epoch 1574 | loss: 0.0310759 | val_loss: 0.0311242 | Time: 5754.62 ms [2022-02-20 14:31:59 main:574] : INFO : Epoch 1575 | loss: 0.0310752 | val_loss: 0.0311202 | Time: 5792.53 ms [2022-02-20 14:32:05 main:574] : INFO : Epoch 1576 | loss: 0.0310763 | val_loss: 0.0311209 | Time: 5801.11 ms [2022-02-20 14:32:11 main:574] : INFO : Epoch 1577 | loss: 0.0310767 | val_loss: 0.0311278 | Time: 5787.47 ms [2022-02-20 14:32:17 main:574] : INFO : Epoch 1578 | loss: 0.0310752 | val_loss: 0.0311295 | Time: 5769.56 ms [2022-02-20 14:32:22 main:574] : INFO : Epoch 1579 | loss: 0.0310768 | val_loss: 0.0311309 | Time: 5797.52 ms [2022-02-20 14:32:28 main:574] : INFO : Epoch 1580 | loss: 0.0310763 | val_loss: 0.0311184 | Time: 5761.37 ms [2022-02-20 14:32:34 main:574] : INFO : Epoch 1581 | loss: 0.0310746 | val_loss: 0.0311196 | Time: 5766.27 ms [2022-02-20 14:32:40 main:574] : INFO : Epoch 1582 | loss: 0.0310732 | val_loss: 0.0311222 | Time: 5833.44 ms [2022-02-20 14:32:46 main:574] : INFO : Epoch 1583 | loss: 0.0310711 | val_loss: 0.0311243 | Time: 5758.51 ms [2022-02-20 14:32:51 main:574] : INFO : Epoch 1584 | loss: 0.0310709 | val_loss: 0.0311301 | Time: 5803.29 ms [2022-02-20 14:32:57 main:574] : INFO : Epoch 1585 | loss: 0.0310716 | val_loss: 0.0311265 | Time: 5800.72 ms [2022-02-20 14:33:03 main:574] : INFO : Epoch 1586 | loss: 0.0310669 | val_loss: 0.0311266 | Time: 5861.9 ms [2022-02-20 14:33:09 main:574] : INFO : Epoch 1587 | loss: 0.0310693 | val_loss: 0.0311256 | Time: 5771.97 ms [2022-02-20 14:33:15 main:574] : INFO : Epoch 1588 | loss: 0.031066 | val_loss: 0.0311236 | Time: 5827.38 ms [2022-02-20 14:33:21 main:574] : INFO : Epoch 1589 | loss: 0.0310683 | val_loss: 0.0311264 | Time: 5825.87 ms [2022-02-20 14:33:27 main:574] : INFO : Epoch 1590 | loss: 0.0310662 | val_loss: 0.0311195 | Time: 5847.35 ms [2022-02-20 14:33:33 main:574] : INFO : Epoch 1591 | loss: 0.0310649 | val_loss: 0.0311222 | Time: 5796.51 ms [2022-02-20 14:33:38 main:574] : INFO : Epoch 1592 | loss: 0.0310642 | val_loss: 0.0311245 | Time: 5814.02 ms [2022-02-20 14:33:44 main:574] : INFO : Epoch 1593 | loss: 0.0310653 | val_loss: 0.031128 | Time: 5785.84 ms [2022-02-20 14:33:50 main:574] : INFO : Epoch 1594 | loss: 0.0310685 | val_loss: 0.0311224 | Time: 5849.88 ms [2022-02-20 14:33:56 main:574] : INFO : Epoch 1595 | loss: 0.0310688 | val_loss: 0.0311262 | Time: 5781.61 ms [2022-02-20 14:34:02 main:574] : INFO : Epoch 1596 | loss: 0.0310664 | val_loss: 0.0311275 | Time: 5799.66 ms [2022-02-20 14:34:08 main:574] : INFO : Epoch 1597 | loss: 0.0310644 | val_loss: 0.0311272 | Time: 5768.14 ms [2022-02-20 14:34:13 main:574] : INFO : Epoch 1598 | loss: 0.031064 | val_loss: 0.0311237 | Time: 5794.15 ms [2022-02-20 14:34:19 main:574] : INFO : Epoch 1599 | loss: 0.0310644 | val_loss: 0.031129 | Time: 5885.04 ms [2022-02-20 14:34:25 main:574] : INFO : Epoch 1600 | loss: 0.0310633 | val_loss: 0.0311332 | Time: 5767.66 ms [2022-02-20 14:34:31 main:574] : INFO : Epoch 1601 | loss: 0.0310656 | val_loss: 0.0311306 | Time: 5774.9 ms [2022-02-20 14:34:37 main:574] : INFO : Epoch 1602 | loss: 0.0310994 | val_loss: 0.031125 | Time: 5769.43 ms [2022-02-20 14:34:43 main:574] : INFO : Epoch 1603 | loss: 0.0310988 | val_loss: 0.031119 | Time: 5841.71 ms [2022-02-20 14:34:48 main:574] : INFO : Epoch 1604 | loss: 0.0310912 | val_loss: 0.0311154 | Time: 5701.13 ms [2022-02-20 14:34:54 main:574] : INFO : Epoch 1605 | loss: 0.0310895 | val_loss: 0.031119 | Time: 5762.93 ms [2022-02-20 14:35:00 main:574] : INFO : Epoch 1606 | loss: 0.0310903 | val_loss: 0.0311175 | Time: 5881.2 ms [2022-02-20 14:35:06 main:574] : INFO : Epoch 1607 | loss: 0.0310836 | val_loss: 0.0311221 | Time: 5740.63 ms [2022-02-20 14:35:12 main:574] : INFO : Epoch 1608 | loss: 0.0310792 | val_loss: 0.031126 | Time: 5760.14 ms [2022-02-20 14:35:18 main:574] : INFO : Epoch 1609 | loss: 0.0310796 | val_loss: 0.0311203 | Time: 5840.4 ms [2022-02-20 14:35:23 main:574] : INFO : Epoch 1610 | loss: 0.0310788 | val_loss: 0.0311233 | Time: 5806.13 ms [2022-02-20 14:35:29 main:574] : INFO : Epoch 1611 | loss: 0.0310745 | val_loss: 0.031122 | Time: 5835.52 ms [2022-02-20 14:35:35 main:574] : INFO : Epoch 1612 | loss: 0.0310729 | val_loss: 0.0311187 | Time: 5747.27 ms [2022-02-20 14:35:41 main:574] : INFO : Epoch 1613 | loss: 0.0310753 | val_loss: 0.0311238 | Time: 5781.09 ms [2022-02-20 14:35:47 main:574] : INFO : Epoch 1614 | loss: 0.0310811 | val_loss: 0.0311247 | Time: 5745.92 ms [2022-02-20 14:35:53 main:574] : INFO : Epoch 1615 | loss: 0.0310773 | val_loss: 0.0311245 | Time: 5748.5 ms [2022-02-20 14:35:58 main:574] : INFO : Epoch 1616 | loss: 0.0310768 | val_loss: 0.0311248 | Time: 5801.94 ms [2022-02-20 14:36:04 main:574] : INFO : Epoch 1617 | loss: 0.0310734 | val_loss: 0.031124 | Time: 5785.28 ms [2022-02-20 14:36:10 main:574] : INFO : Epoch 1618 | loss: 0.0310722 | val_loss: 0.0311205 | Time: 5868.9 ms [2022-02-20 14:36:16 main:574] : INFO : Epoch 1619 | loss: 0.0310726 | val_loss: 0.0311234 | Time: 5961.8 ms [2022-02-20 14:36:22 main:574] : INFO : Epoch 1620 | loss: 0.0310731 | val_loss: 0.0311163 | Time: 5788.65 ms [2022-02-20 14:36:28 main:574] : INFO : Epoch 1621 | loss: 0.0310712 | val_loss: 0.0311191 | Time: 5831.36 ms [2022-02-20 14:36:34 main:574] : INFO : Epoch 1622 | loss: 0.0310681 | val_loss: 0.0311202 | Time: 5761.47 ms [2022-02-20 14:36:39 main:574] : INFO : Epoch 1623 | loss: 0.0310674 | val_loss: 0.0311166 | Time: 5801.27 ms [2022-02-20 14:36:45 main:574] : INFO : Epoch 1624 | loss: 0.0310648 | val_loss: 0.0311129 | Time: 5824.62 ms [2022-02-20 14:36:51 main:574] : INFO : Epoch 1625 | loss: 0.0310662 | val_loss: 0.0311277 | Time: 5767.26 ms [2022-02-20 14:36:57 main:574] : INFO : Epoch 1626 | loss: 0.0310657 | val_loss: 0.0311319 | Time: 5808.91 ms [2022-02-20 14:37:03 main:574] : INFO : Epoch 1627 | loss: 0.0310685 | val_loss: 0.0311229 | Time: 5865.54 ms [2022-02-20 14:37:09 main:574] : INFO : Epoch 1628 | loss: 0.0310703 | val_loss: 0.0311207 | Time: 5776.83 ms [2022-02-20 14:37:15 main:574] : INFO : Epoch 1629 | loss: 0.0310685 | val_loss: 0.0311235 | Time: 5813.52 ms [2022-02-20 14:37:20 main:574] : INFO : Epoch 1630 | loss: 0.0310834 | val_loss: 0.0311236 | Time: 5783.71 ms [2022-02-20 14:37:26 main:574] : INFO : Epoch 1631 | loss: 0.0310846 | val_loss: 0.0311256 | Time: 5790.5 ms [2022-02-20 14:37:32 main:574] : INFO : Epoch 1632 | loss: 0.0310799 | val_loss: 0.0311281 | Time: 5784.38 ms [2022-02-20 14:37:38 main:574] : INFO : Epoch 1633 | loss: 0.0310757 | val_loss: 0.0311305 | Time: 5733.78 ms [2022-02-20 14:37:44 main:574] : INFO : Epoch 1634 | loss: 0.0310759 | val_loss: 0.0311218 | Time: 5850.04 ms [2022-02-20 14:37:49 main:574] : INFO : Epoch 1635 | loss: 0.0310752 | val_loss: 0.0311248 | Time: 5715.46 ms [2022-02-20 14:37:55 main:574] : INFO : Epoch 1636 | loss: 0.0310721 | val_loss: 0.0311213 | Time: 5818.53 ms [2022-02-20 14:38:01 main:574] : INFO : Epoch 1637 | loss: 0.0310705 | val_loss: 0.0311229 | Time: 5805.1 ms [2022-02-20 14:38:07 main:574] : INFO : Epoch 1638 | loss: 0.0310702 | val_loss: 0.0311208 | Time: 5774.66 ms [2022-02-20 14:38:13 main:574] : INFO : Epoch 1639 | loss: 0.0310697 | val_loss: 0.0311191 | Time: 5876.32 ms [2022-02-20 14:38:19 main:574] : INFO : Epoch 1640 | loss: 0.0310718 | val_loss: 0.0311238 | Time: 5764.93 ms [2022-02-20 14:38:25 main:574] : INFO : Epoch 1641 | loss: 0.0310705 | val_loss: 0.0311218 | Time: 5811.58 ms [2022-02-20 14:38:30 main:574] : INFO : Epoch 1642 | loss: 0.031069 | val_loss: 0.0311205 | Time: 5794.78 ms [2022-02-20 14:38:36 main:574] : INFO : Epoch 1643 | loss: 0.0310719 | val_loss: 0.0311279 | Time: 5792.43 ms [2022-02-20 14:38:42 main:574] : INFO : Epoch 1644 | loss: 0.0310721 | val_loss: 0.031121 | Time: 5821.32 ms [2022-02-20 14:38:48 main:574] : INFO : Epoch 1645 | loss: 0.0310711 | val_loss: 0.0311207 | Time: 5890.37 ms [2022-02-20 14:38:54 main:574] : INFO : Epoch 1646 | loss: 0.0310683 | val_loss: 0.0311318 | Time: 5815.2 ms [2022-02-20 14:39:00 main:574] : INFO : Epoch 1647 | loss: 0.0310679 | val_loss: 0.031123 | Time: 5798.44 ms [2022-02-20 14:39:06 main:574] : INFO : Epoch 1648 | loss: 0.0310648 | val_loss: 0.0311316 | Time: 5780.34 ms [2022-02-20 14:39:11 main:574] : INFO : Epoch 1649 | loss: 0.0310683 | val_loss: 0.0311281 | Time: 5835.83 ms [2022-02-20 14:39:17 main:574] : INFO : Epoch 1650 | loss: 0.0310689 | val_loss: 0.0311291 | Time: 5799.61 ms [2022-02-20 14:39:23 main:574] : INFO : Epoch 1651 | loss: 0.0310656 | val_loss: 0.0311346 | Time: 5911.8 ms [2022-02-20 14:39:29 main:574] : INFO : Epoch 1652 | loss: 0.0310644 | val_loss: 0.031131 | Time: 5819.1 ms [2022-02-20 14:39:35 main:574] : INFO : Epoch 1653 | loss: 0.0310641 | val_loss: 0.0311341 | Time: 5769.26 ms [2022-02-20 14:39:41 main:574] : INFO : Epoch 1654 | loss: 0.0310641 | val_loss: 0.0311261 | Time: 5770.93 ms [2022-02-20 14:39:47 main:574] : INFO : Epoch 1655 | loss: 0.0310707 | val_loss: 0.0311199 | Time: 5815.84 ms [2022-02-20 14:39:52 main:574] : INFO : Epoch 1656 | loss: 0.0310738 | val_loss: 0.0311222 | Time: 5859.16 ms [2022-02-20 14:39:58 main:574] : INFO : Epoch 1657 | loss: 0.0310695 | val_loss: 0.0311206 | Time: 5832.33 ms [2022-02-20 14:40:04 main:574] : INFO : Epoch 1658 | loss: 0.0310659 | val_loss: 0.0311165 | Time: 5897.13 ms [2022-02-20 14:40:10 main:574] : INFO : Epoch 1659 | loss: 0.0310669 | val_loss: 0.0311224 | Time: 5799.59 ms [2022-02-20 14:40:16 main:574] : INFO : Epoch 1660 | loss: 0.0310647 | val_loss: 0.0311185 | Time: 5794.14 ms [2022-02-20 14:40:22 main:574] : INFO : Epoch 1661 | loss: 0.0310642 | val_loss: 0.0311175 | Time: 5918.49 ms [2022-02-20 14:40:28 main:574] : INFO : Epoch 1662 | loss: 0.0310677 | val_loss: 0.0311212 | Time: 5768.82 ms [2022-02-20 14:40:34 main:574] : INFO : Epoch 1663 | loss: 0.0310666 | val_loss: 0.0311227 | Time: 5805.15 ms [2022-02-20 14:40:39 main:574] : INFO : Epoch 1664 | loss: 0.0310681 | val_loss: 0.0311256 | Time: 5717.1 ms [2022-02-20 14:40:45 main:574] : INFO : Epoch 1665 | loss: 0.0310664 | val_loss: 0.0311258 | Time: 5883.29 ms [2022-02-20 14:40:51 main:574] : INFO : Epoch 1666 | loss: 0.0310661 | val_loss: 0.0311247 | Time: 5757.75 ms [2022-02-20 14:40:57 main:574] : INFO : Epoch 1667 | loss: 0.0310634 | val_loss: 0.0311276 | Time: 5733.11 ms [2022-02-20 14:41:03 main:574] : INFO : Epoch 1668 | loss: 0.0310641 | val_loss: 0.0311178 | Time: 5784.28 ms [2022-02-20 14:41:09 main:574] : INFO : Epoch 1669 | loss: 0.0310649 | val_loss: 0.0311272 | Time: 5829.83 ms [2022-02-20 14:41:14 main:574] : INFO : Epoch 1670 | loss: 0.0310661 | val_loss: 0.0311244 | Time: 5815.09 ms [2022-02-20 14:41:20 main:574] : INFO : Epoch 1671 | loss: 0.0310638 | val_loss: 0.0311317 | Time: 5770.63 ms [2022-02-20 14:41:26 main:574] : INFO : Epoch 1672 | loss: 0.0310621 | val_loss: 0.0311302 | Time: 5776.64 ms [2022-02-20 14:41:32 main:574] : INFO : Epoch 1673 | loss: 0.0310636 | val_loss: 0.0311305 | Time: 5778.31 ms [2022-02-20 14:41:38 main:574] : INFO : Epoch 1674 | loss: 0.0310625 | val_loss: 0.0311244 | Time: 5813.18 ms [2022-02-20 14:41:44 main:574] : INFO : Epoch 1675 | loss: 0.0310643 | val_loss: 0.0311243 | Time: 5788.77 ms [2022-02-20 14:41:49 main:574] : INFO : Epoch 1676 | loss: 0.0310624 | val_loss: 0.0311235 | Time: 5776.38 ms [2022-02-20 14:41:55 main:574] : INFO : Epoch 1677 | loss: 0.0310624 | val_loss: 0.0311297 | Time: 5806.82 ms [2022-02-20 14:42:01 main:574] : INFO : Epoch 1678 | loss: 0.0310624 | val_loss: 0.0311255 | Time: 5724.1 ms [2022-02-20 14:42:07 main:574] : INFO : Epoch 1679 | loss: 0.031063 | val_loss: 0.0311271 | Time: 5783.45 ms [2022-02-20 14:42:13 main:574] : INFO : Epoch 1680 | loss: 0.0310618 | val_loss: 0.0311202 | Time: 5786.6 ms [2022-02-20 14:42:18 main:574] : INFO : Epoch 1681 | loss: 0.0310601 | val_loss: 0.0311183 | Time: 5785.14 ms [2022-02-20 14:42:24 main:574] : INFO : Epoch 1682 | loss: 0.0310609 | val_loss: 0.0311264 | Time: 5873.67 ms [2022-02-20 14:42:30 main:574] : INFO : Epoch 1683 | loss: 0.0310591 | val_loss: 0.0311201 | Time: 5766.6 ms [2022-02-20 14:42:36 main:574] : INFO : Epoch 1684 | loss: 0.031062 | val_loss: 0.0311241 | Time: 5759.76 ms [2022-02-20 14:42:42 main:574] : INFO : Epoch 1685 | loss: 0.0310622 | val_loss: 0.0311243 | Time: 5728.75 ms [2022-02-20 14:42:47 main:574] : INFO : Epoch 1686 | loss: 0.0310611 | val_loss: 0.0311212 | Time: 5717.07 ms [2022-02-20 14:42:53 main:574] : INFO : Epoch 1687 | loss: 0.0310589 | val_loss: 0.0311211 | Time: 5894.35 ms [2022-02-20 14:42:59 main:574] : INFO : Epoch 1688 | loss: 0.0310642 | val_loss: 0.0311237 | Time: 5795.68 ms [2022-02-20 14:43:05 main:574] : INFO : Epoch 1689 | loss: 0.0310644 | val_loss: 0.031126 | Time: 5811.36 ms [2022-02-20 14:43:11 main:574] : INFO : Epoch 1690 | loss: 0.0310608 | val_loss: 0.0311221 | Time: 5810.73 ms [2022-02-20 14:43:17 main:574] : INFO : Epoch 1691 | loss: 0.0310602 | val_loss: 0.0311239 | Time: 5847.5 ms [2022-02-20 14:43:23 main:574] : INFO : Epoch 1692 | loss: 0.0310595 | val_loss: 0.0311299 | Time: 5832.91 ms [2022-02-20 14:43:29 main:574] : INFO : Epoch 1693 | loss: 0.031061 | val_loss: 0.0311268 | Time: 5782.37 ms [2022-02-20 14:43:34 main:574] : INFO : Epoch 1694 | loss: 0.0310588 | val_loss: 0.0311214 | Time: 5808.04 ms [2022-02-20 14:43:40 main:574] : INFO : Epoch 1695 | loss: 0.0310625 | val_loss: 0.031124 | Time: 5795.4 ms [2022-02-20 14:43:46 main:574] : INFO : Epoch 1696 | loss: 0.0310602 | val_loss: 0.0311173 | Time: 5809.42 ms [2022-02-20 14:43:52 main:574] : INFO : Epoch 1697 | loss: 0.031061 | val_loss: 0.0311277 | Time: 5806.24 ms [2022-02-20 14:43:58 main:574] : INFO : Epoch 1698 | loss: 0.0310626 | val_loss: 0.0311249 | Time: 5849.15 ms [2022-02-20 14:44:04 main:574] : INFO : Epoch 1699 | loss: 0.031061 | val_loss: 0.0311194 | Time: 5760.16 ms [2022-02-20 14:44:10 main:574] : INFO : Epoch 1700 | loss: 0.0310578 | val_loss: 0.0311214 | Time: 5816.26 ms [2022-02-20 14:44:15 main:574] : INFO : Epoch 1701 | loss: 0.0310586 | val_loss: 0.03113 | Time: 5761.32 ms [2022-02-20 14:44:21 main:574] : INFO : Epoch 1702 | loss: 0.0310614 | val_loss: 0.0311274 | Time: 5772.94 ms [2022-02-20 14:44:27 main:574] : INFO : Epoch 1703 | loss: 0.031061 | val_loss: 0.0311245 | Time: 5849.12 ms [2022-02-20 14:44:33 main:574] : INFO : Epoch 1704 | loss: 0.0310609 | val_loss: 0.0311247 | Time: 5798.21 ms [2022-02-20 14:44:39 main:574] : INFO : Epoch 1705 | loss: 0.0310627 | val_loss: 0.031124 | Time: 5791.14 ms [2022-02-20 14:44:44 main:574] : INFO : Epoch 1706 | loss: 0.0310725 | val_loss: 0.0311314 | Time: 5742.73 ms [2022-02-20 14:44:50 main:574] : INFO : Epoch 1707 | loss: 0.0310722 | val_loss: 0.0311306 | Time: 5858.36 ms [2022-02-20 14:44:56 main:574] : INFO : Epoch 1708 | loss: 0.0310689 | val_loss: 0.0311265 | Time: 5824 ms [2022-02-20 14:45:02 main:574] : INFO : Epoch 1709 | loss: 0.0310678 | val_loss: 0.0311189 | Time: 5882.9 ms [2022-02-20 14:45:08 main:574] : INFO : Epoch 1710 | loss: 0.0310652 | val_loss: 0.0311253 | Time: 5792.46 ms [2022-02-20 14:45:14 main:574] : INFO : Epoch 1711 | loss: 0.0310672 | val_loss: 0.0311175 | Time: 5907.65 ms [2022-02-20 14:45:20 main:574] : INFO : Epoch 1712 | loss: 0.0310745 | val_loss: 0.0311216 | Time: 5817.55 ms [2022-02-20 14:45:26 main:574] : INFO : Epoch 1713 | loss: 0.0310683 | val_loss: 0.0311225 | Time: 5896.96 ms [2022-02-20 14:45:32 main:574] : INFO : Epoch 1714 | loss: 0.0310628 | val_loss: 0.0311151 | Time: 5901.92 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-02-20 17:53:11 main:435] : INFO : Set logging level to 1 [2022-02-20 17:53:11 main:441] : INFO : Running in BOINC Client mode [2022-02-20 17:53:12 main:444] : INFO : Resolving all filenames [2022-02-20 17:53:12 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-20 17:53:12 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-20 17:53:12 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-20 17:53:12 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-20 17:53:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-20 17:53:12 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-20 17:53:12 main:474] : INFO : Configuration: [2022-02-20 17:53:12 main:475] : INFO : Model type: GRU [2022-02-20 17:53:12 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-20 17:53:12 main:477] : INFO : Max Epochs: 2048 [2022-02-20 17:53:12 main:478] : INFO : Batch Size: 128 [2022-02-20 17:53:12 main:479] : INFO : Learning Rate: 0.01 [2022-02-20 17:53:12 main:480] : INFO : Patience: 10 [2022-02-20 17:53:12 main:481] : INFO : Hidden Width: 12 [2022-02-20 17:53:12 main:482] : INFO : # Recurrent Layers: 4 [2022-02-20 17:53:13 main:483] : INFO : # Backend Layers: 4 [2022-02-20 17:53:13 main:484] : INFO : # Threads: 1 [2022-02-20 17:53:13 main:486] : INFO : Preparing Dataset [2022-02-20 17:53:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-20 17:53:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-20 17:53:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-20 17:53:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-20 17:53:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-20 17:53:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-20 17:53:23 main:494] : INFO : Creating Model [2022-02-20 17:53:23 main:507] : INFO : Preparing config file [2022-02-20 17:53:23 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-20 17:53:23 main:512] : INFO : Loading config [2022-02-20 17:53:23 main:514] : INFO : Loading state [2022-02-20 17:53:30 main:559] : INFO : Loading DataLoader into Memory [2022-02-20 17:53:31 main:562] : INFO : Starting Training [2022-02-20 17:53:39 main:574] : INFO : Epoch 1709 | loss: 0.0311664 | val_loss: 0.0311386 | Time: 8156.31 ms [2022-02-20 17:53:45 main:574] : INFO : Epoch 1710 | loss: 0.0310779 | val_loss: 0.0311319 | Time: 5908.91 ms [2022-02-20 17:53:51 main:574] : INFO : Epoch 1711 | loss: 0.03107 | val_loss: 0.0311297 | Time: 5780.06 ms [2022-02-20 17:53:56 main:574] : INFO : Epoch 1712 | loss: 0.0310686 | val_loss: 0.0311362 | Time: 5641.25 ms [2022-02-20 17:54:02 main:574] : INFO : Epoch 1713 | loss: 0.0310739 | val_loss: 0.0311317 | Time: 5695.12 ms [2022-02-20 17:54:08 main:574] : INFO : Epoch 1714 | loss: 0.0310693 | val_loss: 0.0311244 | Time: 5704.06 ms [2022-02-20 17:54:13 main:574] : INFO : Epoch 1715 | loss: 0.0310693 | val_loss: 0.0311261 | Time: 5711.67 ms [2022-02-20 17:54:19 main:574] : INFO : Epoch 1716 | loss: 0.031067 | val_loss: 0.0311198 | Time: 5814.51 ms [2022-02-20 17:54:25 main:574] : INFO : Epoch 1717 | loss: 0.0310664 | val_loss: 0.0311185 | Time: 5752.36 ms [2022-02-20 17:54:31 main:574] : INFO : Epoch 1718 | loss: 0.0310694 | val_loss: 0.0311224 | Time: 5621.69 ms [2022-02-20 17:54:36 main:574] : INFO : Epoch 1719 | loss: 0.0310647 | val_loss: 0.0311289 | Time: 5606.82 ms [2022-02-20 17:54:42 main:574] : INFO : Epoch 1720 | loss: 0.0310617 | val_loss: 0.0311265 | Time: 5713.25 ms [2022-02-20 17:54:48 main:574] : INFO : Epoch 1721 | loss: 0.031059 | val_loss: 0.0311305 | Time: 5664.15 ms [2022-02-20 17:54:54 main:574] : INFO : Epoch 1722 | loss: 0.0310607 | val_loss: 0.0311208 | Time: 5724.63 ms [2022-02-20 17:54:59 main:574] : INFO : Epoch 1723 | loss: 0.0310589 | val_loss: 0.0311296 | Time: 5639.7 ms [2022-02-20 17:55:05 main:574] : INFO : Epoch 1724 | loss: 0.031057 | val_loss: 0.0311234 | Time: 5638.91 ms [2022-02-20 17:55:11 main:574] : INFO : Epoch 1725 | loss: 0.0310561 | val_loss: 0.0311323 | Time: 5582.07 ms [2022-02-20 17:55:16 main:574] : INFO : Epoch 1726 | loss: 0.0310619 | val_loss: 0.0311205 | Time: 5671.79 ms [2022-02-20 17:55:22 main:574] : INFO : Epoch 1727 | loss: 0.0310595 | val_loss: 0.03112 | Time: 5639.16 ms [2022-02-20 17:55:28 main:574] : INFO : Epoch 1728 | loss: 0.0310622 | val_loss: 0.0311232 | Time: 5646.05 ms [2022-02-20 17:55:33 main:574] : INFO : Epoch 1729 | loss: 0.0310582 | val_loss: 0.0311243 | Time: 5621.94 ms [2022-02-20 17:55:39 main:574] : INFO : Epoch 1730 | loss: 0.0310665 | val_loss: 0.0311221 | Time: 5647.33 ms [2022-02-20 17:55:45 main:574] : INFO : Epoch 1731 | loss: 0.0310635 | val_loss: 0.0311278 | Time: 5608.02 ms [2022-02-20 17:55:50 main:574] : INFO : Epoch 1732 | loss: 0.0310594 | val_loss: 0.0311241 | Time: 5636.84 ms [2022-02-20 17:55:56 main:574] : INFO : Epoch 1733 | loss: 0.031064 | val_loss: 0.0311261 | Time: 5613.3 ms [2022-02-20 17:56:02 main:574] : INFO : Epoch 1734 | loss: 0.0310644 | val_loss: 0.0311274 | Time: 5635.92 ms [2022-02-20 17:56:07 main:574] : INFO : Epoch 1735 | loss: 0.0310619 | val_loss: 0.0311261 | Time: 5598.72 ms [2022-02-20 17:56:13 main:574] : INFO : Epoch 1736 | loss: 0.0310607 | val_loss: 0.0311262 | Time: 5697.88 ms [2022-02-20 17:56:19 main:574] : INFO : Epoch 1737 | loss: 0.0310604 | val_loss: 0.0311256 | Time: 5595.93 ms [2022-02-20 17:56:25 main:574] : INFO : Epoch 1738 | loss: 0.0310615 | val_loss: 0.0311345 | Time: 5667.89 ms [2022-02-20 17:56:30 main:574] : INFO : Epoch 1739 | loss: 0.0310621 | val_loss: 0.0311301 | Time: 5672.15 ms [2022-02-20 17:56:36 main:574] : INFO : Epoch 1740 | loss: 0.0310696 | val_loss: 0.0311305 | Time: 5638.38 ms [2022-02-20 17:56:42 main:574] : INFO : Epoch 1741 | loss: 0.0310773 | val_loss: 0.0311304 | Time: 5658.31 ms [2022-02-20 17:56:47 main:574] : INFO : Epoch 1742 | loss: 0.0310727 | val_loss: 0.0311349 | Time: 5669.12 ms [2022-02-20 17:56:53 main:574] : INFO : Epoch 1743 | loss: 0.0310693 | val_loss: 0.0311226 | Time: 5648.89 ms [2022-02-20 17:56:59 main:574] : INFO : Epoch 1744 | loss: 0.0310671 | val_loss: 0.0311302 | Time: 5709.03 ms [2022-02-20 17:57:05 main:574] : INFO : Epoch 1745 | loss: 0.0310668 | val_loss: 0.031129 | Time: 5678.29 ms [2022-02-20 17:57:10 main:574] : INFO : Epoch 1746 | loss: 0.0310636 | val_loss: 0.0311283 | Time: 5620.71 ms [2022-02-20 17:57:16 main:574] : INFO : Epoch 1747 | loss: 0.0310667 | val_loss: 0.0311244 | Time: 5673.58 ms [2022-02-20 17:57:22 main:574] : INFO : Epoch 1748 | loss: 0.0310656 | val_loss: 0.0311262 | Time: 5652.03 ms [2022-02-20 17:57:27 main:574] : INFO : Epoch 1749 | loss: 0.0310649 | val_loss: 0.031123 | Time: 5661.06 ms [2022-02-20 17:57:33 main:574] : INFO : Epoch 1750 | loss: 0.031065 | val_loss: 0.031122 | Time: 5739.91 ms [2022-02-20 17:57:39 main:574] : INFO : Epoch 1751 | loss: 0.0310604 | val_loss: 0.0311247 | Time: 5706.17 ms [2022-02-20 17:57:45 main:574] : INFO : Epoch 1752 | loss: 0.0310612 | val_loss: 0.0311248 | Time: 5776.87 ms [2022-02-20 17:57:50 main:574] : INFO : Epoch 1753 | loss: 0.0310625 | val_loss: 0.0311247 | Time: 5742.03 ms [2022-02-20 17:57:56 main:574] : INFO : Epoch 1754 | loss: 0.0310615 | val_loss: 0.0311262 | Time: 5737.28 ms [2022-02-20 17:58:02 main:574] : INFO : Epoch 1755 | loss: 0.0310638 | val_loss: 0.0311346 | Time: 5717.41 ms [2022-02-20 17:58:08 main:574] : INFO : Epoch 1756 | loss: 0.0310603 | val_loss: 0.0311323 | Time: 5737.09 ms [2022-02-20 17:58:14 main:574] : INFO : Epoch 1757 | loss: 0.0310585 | val_loss: 0.0311291 | Time: 5813.12 ms [2022-02-20 17:58:19 main:574] : INFO : Epoch 1758 | loss: 0.0310585 | val_loss: 0.0311439 | Time: 5734.74 ms [2022-02-20 17:58:25 main:574] : INFO : Epoch 1759 | loss: 0.0310654 | val_loss: 0.0311254 | Time: 5631.89 ms [2022-02-20 17:58:31 main:574] : INFO : Epoch 1760 | loss: 0.0310638 | val_loss: 0.0311307 | Time: 5681.87 ms [2022-02-20 17:58:36 main:574] : INFO : Epoch 1761 | loss: 0.0310651 | val_loss: 0.0311223 | Time: 5570.37 ms [2022-02-20 17:58:42 main:574] : INFO : Epoch 1762 | loss: 0.0310617 | val_loss: 0.0311326 | Time: 5672.61 ms [2022-02-20 17:58:48 main:574] : INFO : Epoch 1763 | loss: 0.0310634 | val_loss: 0.0311247 | Time: 5605.93 ms [2022-02-20 17:58:54 main:574] : INFO : Epoch 1764 | loss: 0.0310654 | val_loss: 0.0311337 | Time: 5676.29 ms [2022-02-20 17:58:59 main:574] : INFO : Epoch 1765 | loss: 0.0310601 | val_loss: 0.0311334 | Time: 5726.11 ms [2022-02-20 17:59:05 main:574] : INFO : Epoch 1766 | loss: 0.0310573 | val_loss: 0.0311335 | Time: 5657.51 ms [2022-02-20 17:59:11 main:574] : INFO : Epoch 1767 | loss: 0.0310586 | val_loss: 0.0311349 | Time: 5592.51 ms [2022-02-20 17:59:16 main:574] : INFO : Epoch 1768 | loss: 0.0310594 | val_loss: 0.0311388 | Time: 5645.06 ms [2022-02-20 17:59:22 main:574] : INFO : Epoch 1769 | loss: 0.0310572 | val_loss: 0.0311419 | Time: 5610.92 ms [2022-02-20 17:59:28 main:574] : INFO : Epoch 1770 | loss: 0.0310566 | val_loss: 0.0311367 | Time: 5735.94 ms [2022-02-20 17:59:33 main:574] : INFO : Epoch 1771 | loss: 0.0310565 | val_loss: 0.0311377 | Time: 5612.28 ms [2022-02-20 17:59:39 main:574] : INFO : Epoch 1772 | loss: 0.0310622 | val_loss: 0.0311393 | Time: 5708.9 ms [2022-02-20 17:59:45 main:574] : INFO : Epoch 1773 | loss: 0.0310638 | val_loss: 0.031131 | Time: 5677.03 ms [2022-02-20 17:59:51 main:574] : INFO : Epoch 1774 | loss: 0.0310642 | val_loss: 0.0311334 | Time: 5656.15 ms [2022-02-20 17:59:56 main:574] : INFO : Epoch 1775 | loss: 0.0310621 | val_loss: 0.0311302 | Time: 5714.23 ms [2022-02-20 18:00:02 main:574] : INFO : Epoch 1776 | loss: 0.0310596 | val_loss: 0.0311301 | Time: 5780.77 ms [2022-02-20 18:00:08 main:574] : INFO : Epoch 1777 | loss: 0.0310597 | val_loss: 0.0311306 | Time: 5650.44 ms [2022-02-20 18:00:14 main:574] : INFO : Epoch 1778 | loss: 0.0310596 | val_loss: 0.0311256 | Time: 5716.15 ms [2022-02-20 18:00:19 main:574] : INFO : Epoch 1779 | loss: 0.0310636 | val_loss: 0.0311251 | Time: 5709.58 ms [2022-02-20 18:00:25 main:574] : INFO : Epoch 1780 | loss: 0.0310611 | val_loss: 0.0311297 | Time: 5656.09 ms [2022-02-20 18:00:31 main:574] : INFO : Epoch 1781 | loss: 0.0310601 | val_loss: 0.0311296 | Time: 5630.96 ms [2022-02-20 18:00:37 main:574] : INFO : Epoch 1782 | loss: 0.0310664 | val_loss: 0.0311306 | Time: 5708.98 ms [2022-02-20 18:00:42 main:574] : INFO : Epoch 1783 | loss: 0.0310799 | val_loss: 0.0311264 | Time: 5748.02 ms [2022-02-20 18:00:48 main:574] : INFO : Epoch 1784 | loss: 0.0310812 | val_loss: 0.031128 | Time: 5658.94 ms [2022-02-20 18:00:54 main:574] : INFO : Epoch 1785 | loss: 0.0310795 | val_loss: 0.0311272 | Time: 5694.63 ms [2022-02-20 18:01:00 main:574] : INFO : Epoch 1786 | loss: 0.0310789 | val_loss: 0.0311285 | Time: 5716.86 ms [2022-02-20 18:01:05 main:574] : INFO : Epoch 1787 | loss: 0.0310766 | val_loss: 0.0311253 | Time: 5631.89 ms [2022-02-20 18:01:11 main:574] : INFO : Epoch 1788 | loss: 0.0310725 | val_loss: 0.0311279 | Time: 5640.14 ms [2022-02-20 18:01:17 main:574] : INFO : Epoch 1789 | loss: 0.0310738 | val_loss: 0.0311257 | Time: 5748.86 ms [2022-02-20 18:01:22 main:574] : INFO : Epoch 1790 | loss: 0.0310741 | val_loss: 0.0311282 | Time: 5647.23 ms [2022-02-20 18:01:28 main:574] : INFO : Epoch 1791 | loss: 0.0310754 | val_loss: 0.0311325 | Time: 5627.71 ms [2022-02-20 18:01:34 main:574] : INFO : Epoch 1792 | loss: 0.0310769 | val_loss: 0.0311356 | Time: 5737.04 ms [2022-02-20 18:01:40 main:574] : INFO : Epoch 1793 | loss: 0.0310723 | val_loss: 0.0311229 | Time: 5658.33 ms [2022-02-20 18:01:45 main:574] : INFO : Epoch 1794 | loss: 0.031076 | val_loss: 0.0311249 | Time: 5680.52 ms [2022-02-20 18:01:51 main:574] : INFO : Epoch 1795 | loss: 0.0310744 | val_loss: 0.0311231 | Time: 5692.3 ms [2022-02-20 18:01:57 main:574] : INFO : Epoch 1796 | loss: 0.0310731 | val_loss: 0.0311277 | Time: 5751.57 ms [2022-02-20 18:02:03 main:574] : INFO : Epoch 1797 | loss: 0.0310728 | val_loss: 0.0311247 | Time: 5706.92 ms [2022-02-20 18:02:08 main:574] : INFO : Epoch 1798 | loss: 0.0310734 | val_loss: 0.0311355 | Time: 5691.69 ms [2022-02-20 18:02:14 main:574] : INFO : Epoch 1799 | loss: 0.0310809 | val_loss: 0.0311284 | Time: 5705.08 ms [2022-02-20 18:02:20 main:574] : INFO : Epoch 1800 | loss: 0.0310846 | val_loss: 0.0311304 | Time: 5732.61 ms [2022-02-20 18:02:26 main:574] : INFO : Epoch 1801 | loss: 0.0310778 | val_loss: 0.0311285 | Time: 5676.53 ms [2022-02-20 18:02:31 main:574] : INFO : Epoch 1802 | loss: 0.0310709 | val_loss: 0.0311273 | Time: 5694.82 ms [2022-02-20 18:02:37 main:574] : INFO : Epoch 1803 | loss: 0.0310688 | val_loss: 0.0311275 | Time: 5801.93 ms [2022-02-20 18:02:43 main:574] : INFO : Epoch 1804 | loss: 0.0310685 | val_loss: 0.031134 | Time: 5811.78 ms [2022-02-20 18:02:49 main:574] : INFO : Epoch 1805 | loss: 0.031067 | val_loss: 0.0311331 | Time: 6324.41 ms [2022-02-20 18:02:55 main:574] : INFO : Epoch 1806 | loss: 0.0310656 | val_loss: 0.031127 | Time: 5921.96 ms [2022-02-20 18:03:01 main:574] : INFO : Epoch 1807 | loss: 0.0310662 | val_loss: 0.0311205 | Time: 6005.09 ms [2022-02-20 18:03:07 main:574] : INFO : Epoch 1808 | loss: 0.0310649 | val_loss: 0.0311234 | Time: 6068.63 ms [2022-02-20 18:03:14 main:574] : INFO : Epoch 1809 | loss: 0.0310667 | val_loss: 0.0311296 | Time: 6017.82 ms [2022-02-20 18:03:20 main:574] : INFO : Epoch 1810 | loss: 0.0310647 | val_loss: 0.0311284 | Time: 6041.42 ms [2022-02-20 18:03:26 main:574] : INFO : Epoch 1811 | loss: 0.0310648 | val_loss: 0.0311341 | Time: 6319.43 ms [2022-02-20 18:03:32 main:574] : INFO : Epoch 1812 | loss: 0.0310644 | val_loss: 0.031134 | Time: 6370.68 ms [2022-02-20 18:03:39 main:574] : INFO : Epoch 1813 | loss: 0.0310654 | val_loss: 0.0311252 | Time: 6165.17 ms [2022-02-20 18:03:45 main:574] : INFO : Epoch 1814 | loss: 0.0310634 | val_loss: 0.0311219 | Time: 6172.16 ms [2022-02-20 18:03:51 main:574] : INFO : Epoch 1815 | loss: 0.0310669 | val_loss: 0.0311307 | Time: 5852.13 ms [2022-02-20 18:03:57 main:574] : INFO : Epoch 1816 | loss: 0.0310659 | val_loss: 0.0311247 | Time: 5868.92 ms [2022-02-20 18:04:03 main:574] : INFO : Epoch 1817 | loss: 0.0310656 | val_loss: 0.0311262 | Time: 5855.41 ms [2022-02-20 18:04:08 main:574] : INFO : Epoch 1818 | loss: 0.0310677 | val_loss: 0.0311193 | Time: 5783.85 ms [2022-02-20 18:04:14 main:574] : INFO : Epoch 1819 | loss: 0.0310665 | val_loss: 0.0311315 | Time: 5930.17 ms [2022-02-20 18:04:20 main:574] : INFO : Epoch 1820 | loss: 0.0310722 | val_loss: 0.0311241 | Time: 5872.65 ms [2022-02-20 18:04:26 main:574] : INFO : Epoch 1821 | loss: 0.0310698 | val_loss: 0.0311258 | Time: 5899.8 ms [2022-02-20 18:04:32 main:574] : INFO : Epoch 1822 | loss: 0.0310645 | val_loss: 0.0311227 | Time: 5863.51 ms [2022-02-20 18:04:38 main:574] : INFO : Epoch 1823 | loss: 0.0310641 | val_loss: 0.0311203 | Time: 5894.63 ms [2022-02-20 18:04:44 main:574] : INFO : Epoch 1824 | loss: 0.0310617 | val_loss: 0.031127 | Time: 5906.32 ms [2022-02-20 18:04:50 main:574] : INFO : Epoch 1825 | loss: 0.0310614 | val_loss: 0.0311302 | Time: 5874.98 ms [2022-02-20 18:04:56 main:574] : INFO : Epoch 1826 | loss: 0.0310633 | val_loss: 0.0311232 | Time: 5857.58 ms [2022-02-20 18:05:02 main:574] : INFO : Epoch 1827 | loss: 0.0310629 | val_loss: 0.031122 | Time: 5809.13 ms [2022-02-20 18:05:08 main:574] : INFO : Epoch 1828 | loss: 0.0310608 | val_loss: 0.0311256 | Time: 5900.75 ms [2022-02-20 18:05:13 main:574] : INFO : Epoch 1829 | loss: 0.0310606 | val_loss: 0.0311255 | Time: 5798.76 ms [2022-02-20 18:05:19 main:574] : INFO : Epoch 1830 | loss: 0.0310628 | val_loss: 0.0311366 | Time: 5873.96 ms [2022-02-20 18:05:25 main:574] : INFO : Epoch 1831 | loss: 0.0310598 | val_loss: 0.0311373 | Time: 5870.91 ms [2022-02-20 18:05:31 main:574] : INFO : Epoch 1832 | loss: 0.0310608 | val_loss: 0.0311271 | Time: 5832.77 ms [2022-02-20 18:05:37 main:574] : INFO : Epoch 1833 | loss: 0.0310591 | val_loss: 0.0311308 | Time: 5889.2 ms [2022-02-20 18:05:43 main:574] : INFO : Epoch 1834 | loss: 0.0310579 | val_loss: 0.0311295 | Time: 5851.73 ms [2022-02-20 18:05:49 main:574] : INFO : Epoch 1835 | loss: 0.0310594 | val_loss: 0.0311378 | Time: 6047.43 ms [2022-02-20 18:05:55 main:574] : INFO : Epoch 1836 | loss: 0.0310584 | val_loss: 0.0311338 | Time: 5813.51 ms [2022-02-20 18:06:01 main:574] : INFO : Epoch 1837 | loss: 0.0310559 | val_loss: 0.031136 | Time: 5804.94 ms [2022-02-20 18:06:07 main:574] : INFO : Epoch 1838 | loss: 0.0310591 | val_loss: 0.031148 | Time: 5898.88 ms [2022-02-20 18:06:13 main:574] : INFO : Epoch 1839 | loss: 0.0310582 | val_loss: 0.0311335 | Time: 5929.32 ms [2022-02-20 18:06:19 main:574] : INFO : Epoch 1840 | loss: 0.0310623 | val_loss: 0.0311371 | Time: 5887.25 ms [2022-02-20 18:06:25 main:574] : INFO : Epoch 1841 | loss: 0.0310608 | val_loss: 0.0311291 | Time: 5958.07 ms [2022-02-20 18:06:30 main:574] : INFO : Epoch 1842 | loss: 0.0310608 | val_loss: 0.0311269 | Time: 5763.61 ms [2022-02-20 18:06:36 main:574] : INFO : Epoch 1843 | loss: 0.0310644 | val_loss: 0.0311209 | Time: 5899.38 ms [2022-02-20 18:06:42 main:574] : INFO : Epoch 1844 | loss: 0.0310657 | val_loss: 0.031123 | Time: 5844.96 ms [2022-02-20 18:06:48 main:574] : INFO : Epoch 1845 | loss: 0.0310648 | val_loss: 0.0311235 | Time: 5969.03 ms [2022-02-20 18:06:54 main:574] : INFO : Epoch 1846 | loss: 0.0310619 | val_loss: 0.0311357 | Time: 5831.91 ms [2022-02-20 18:07:00 main:574] : INFO : Epoch 1847 | loss: 0.0310594 | val_loss: 0.0311316 | Time: 5782.49 ms [2022-02-20 18:07:06 main:574] : INFO : Epoch 1848 | loss: 0.0310603 | val_loss: 0.0311296 | Time: 5895.48 ms [2022-02-20 18:07:12 main:574] : INFO : Epoch 1849 | loss: 0.0310588 | val_loss: 0.0311328 | Time: 5908.87 ms [2022-02-20 18:07:18 main:574] : INFO : Epoch 1850 | loss: 0.0310581 | val_loss: 0.0311347 | Time: 5965.67 ms [2022-02-20 18:07:24 main:574] : INFO : Epoch 1851 | loss: 0.0310599 | val_loss: 0.0311339 | Time: 5970.49 ms [2022-02-20 18:07:30 main:574] : INFO : Epoch 1852 | loss: 0.0310582 | val_loss: 0.0311278 | Time: 5754.68 ms [2022-02-20 18:07:35 main:574] : INFO : Epoch 1853 | loss: 0.0310587 | val_loss: 0.0311327 | Time: 5724.56 ms [2022-02-20 18:07:41 main:574] : INFO : Epoch 1854 | loss: 0.0310585 | val_loss: 0.0311274 | Time: 5711.49 ms [2022-02-20 18:07:47 main:574] : INFO : Epoch 1855 | loss: 0.0310665 | val_loss: 0.0311248 | Time: 5666.51 ms [2022-02-20 18:07:53 main:574] : INFO : Epoch 1856 | loss: 0.0310682 | val_loss: 0.0311226 | Time: 5813.8 ms [2022-02-20 18:07:59 main:574] : INFO : Epoch 1857 | loss: 0.0310665 | val_loss: 0.0311251 | Time: 5684.59 ms [2022-02-20 18:08:04 main:574] : INFO : Epoch 1858 | loss: 0.0310645 | val_loss: 0.031131 | Time: 5750.74 ms [2022-02-20 18:08:10 main:574] : INFO : Epoch 1859 | loss: 0.031073 | val_loss: 0.0311261 | Time: 5645.18 ms [2022-02-20 18:08:16 main:574] : INFO : Epoch 1860 | loss: 0.0310691 | val_loss: 0.0311222 | Time: 5682.58 ms [2022-02-20 18:08:21 main:574] : INFO : Epoch 1861 | loss: 0.0310677 | val_loss: 0.0311227 | Time: 5694.19 ms [2022-02-20 18:08:27 main:574] : INFO : Epoch 1862 | loss: 0.0310682 | val_loss: 0.0311201 | Time: 5701.05 ms [2022-02-20 18:08:33 main:574] : INFO : Epoch 1863 | loss: 0.0310678 | val_loss: 0.0311252 | Time: 5744.32 ms [2022-02-20 18:08:39 main:574] : INFO : Epoch 1864 | loss: 0.0310677 | val_loss: 0.0311285 | Time: 5716.09 ms [2022-02-20 18:08:45 main:574] : INFO : Epoch 1865 | loss: 0.0310638 | val_loss: 0.0311239 | Time: 5716.31 ms [2022-02-20 18:08:50 main:574] : INFO : Epoch 1866 | loss: 0.0310627 | val_loss: 0.0311188 | Time: 5773.85 ms [2022-02-20 18:08:56 main:574] : INFO : Epoch 1867 | loss: 0.031061 | val_loss: 0.0311159 | Time: 5715.85 ms [2022-02-20 18:09:02 main:574] : INFO : Epoch 1868 | loss: 0.0310607 | val_loss: 0.0311184 | Time: 5691.81 ms [2022-02-20 18:09:08 main:574] : INFO : Epoch 1869 | loss: 0.0310659 | val_loss: 0.031117 | Time: 5812.58 ms [2022-02-20 18:09:13 main:574] : INFO : Epoch 1870 | loss: 0.0310675 | val_loss: 0.0311154 | Time: 5773.89 ms [2022-02-20 18:09:19 main:574] : INFO : Epoch 1871 | loss: 0.0310649 | val_loss: 0.0311183 | Time: 5725.83 ms [2022-02-20 18:09:25 main:574] : INFO : Epoch 1872 | loss: 0.0310629 | val_loss: 0.0311217 | Time: 5703.73 ms [2022-02-20 18:09:31 main:574] : INFO : Epoch 1873 | loss: 0.031062 | val_loss: 0.0311232 | Time: 5685.03 ms [2022-02-20 18:09:37 main:574] : INFO : Epoch 1874 | loss: 0.0310603 | val_loss: 0.0311273 | Time: 5731.07 ms [2022-02-20 18:09:42 main:574] : INFO : Epoch 1875 | loss: 0.031064 | val_loss: 0.0311265 | Time: 5754.15 ms [2022-02-20 18:09:48 main:574] : INFO : Epoch 1876 | loss: 0.0310718 | val_loss: 0.0311273 | Time: 5715.55 ms [2022-02-20 18:09:54 main:574] : INFO : Epoch 1877 | loss: 0.0310672 | val_loss: 0.0311232 | Time: 5699.26 ms [2022-02-20 18:10:00 main:574] : INFO : Epoch 1878 | loss: 0.0310752 | val_loss: 0.031128 | Time: 5719.2 ms [2022-02-20 18:10:05 main:574] : INFO : Epoch 1879 | loss: 0.0310997 | val_loss: 0.0311365 | Time: 5745.57 ms [2022-02-20 18:10:11 main:574] : INFO : Epoch 1880 | loss: 0.0310984 | val_loss: 0.0311301 | Time: 5709.2 ms [2022-02-20 18:10:17 main:574] : INFO : Epoch 1881 | loss: 0.0310965 | val_loss: 0.0311332 | Time: 5703.89 ms [2022-02-20 18:10:23 main:574] : INFO : Epoch 1882 | loss: 0.0310999 | val_loss: 0.0311331 | Time: 5677.53 ms [2022-02-20 18:10:28 main:574] : INFO : Epoch 1883 | loss: 0.0310945 | val_loss: 0.0311281 | Time: 5655.52 ms [2022-02-20 18:10:34 main:574] : INFO : Epoch 1884 | loss: 0.0310978 | val_loss: 0.0311255 | Time: 5725.5 ms [2022-02-20 18:10:40 main:574] : INFO : Epoch 1885 | loss: 0.0310971 | val_loss: 0.0311214 | Time: 5716.05 ms [2022-02-20 18:10:46 main:574] : INFO : Epoch 1886 | loss: 0.0310901 | val_loss: 0.0311229 | Time: 5752.22 ms [2022-02-20 18:10:51 main:574] : INFO : Epoch 1887 | loss: 0.0310903 | val_loss: 0.0311284 | Time: 5682 ms [2022-02-20 18:10:57 main:574] : INFO : Epoch 1888 | loss: 0.0310913 | val_loss: 0.0311232 | Time: 5710.16 ms [2022-02-20 18:11:03 main:574] : INFO : Epoch 1889 | loss: 0.0310904 | val_loss: 0.0311231 | Time: 5795.56 ms [2022-02-20 18:11:09 main:574] : INFO : Epoch 1890 | loss: 0.0310947 | val_loss: 0.0311253 | Time: 5729.16 ms [2022-02-20 18:11:14 main:574] : INFO : Epoch 1891 | loss: 0.0310979 | val_loss: 0.031121 | Time: 5760.77 ms [2022-02-20 18:11:20 main:574] : INFO : Epoch 1892 | loss: 0.0310937 | val_loss: 0.0311268 | Time: 5764.72 ms [2022-02-20 18:11:26 main:574] : INFO : Epoch 1893 | loss: 0.0310899 | val_loss: 0.0311308 | Time: 5701.24 ms [2022-02-20 18:11:32 main:574] : INFO : Epoch 1894 | loss: 0.031091 | val_loss: 0.0311241 | Time: 5734.2 ms [2022-02-20 18:11:37 main:574] : INFO : Epoch 1895 | loss: 0.0310923 | val_loss: 0.0311249 | Time: 5655.55 ms [2022-02-20 18:11:43 main:574] : INFO : Epoch 1896 | loss: 0.0310908 | val_loss: 0.0311258 | Time: 5701.52 ms [2022-02-20 18:11:49 main:574] : INFO : Epoch 1897 | loss: 0.031086 | val_loss: 0.0311267 | Time: 5629.38 ms [2022-02-20 18:11:55 main:574] : INFO : Epoch 1898 | loss: 0.031084 | val_loss: 0.0311277 | Time: 5755.01 ms [2022-02-20 18:12:00 main:574] : INFO : Epoch 1899 | loss: 0.031081 | val_loss: 0.0311223 | Time: 5707.75 ms [2022-02-20 18:12:06 main:574] : INFO : Epoch 1900 | loss: 0.0310825 | val_loss: 0.0311222 | Time: 5659.82 ms [2022-02-20 18:12:12 main:574] : INFO : Epoch 1901 | loss: 0.0310818 | val_loss: 0.0311271 | Time: 5719.1 ms [2022-02-20 18:12:18 main:574] : INFO : Epoch 1902 | loss: 0.0310807 | val_loss: 0.0311282 | Time: 5754.15 ms [2022-02-20 18:12:23 main:574] : INFO : Epoch 1903 | loss: 0.0310807 | val_loss: 0.0311298 | Time: 5724.67 ms [2022-02-20 18:12:29 main:574] : INFO : Epoch 1904 | loss: 0.0310923 | val_loss: 0.0311235 | Time: 5724.84 ms [2022-02-20 18:12:35 main:574] : INFO : Epoch 1905 | loss: 0.0310843 | val_loss: 0.0311216 | Time: 5740.1 ms [2022-02-20 18:12:41 main:574] : INFO : Epoch 1906 | loss: 0.0310786 | val_loss: 0.0311251 | Time: 5737.04 ms [2022-02-20 18:12:47 main:574] : INFO : Epoch 1907 | loss: 0.0310822 | val_loss: 0.0311259 | Time: 5690.09 ms [2022-02-20 18:12:52 main:574] : INFO : Epoch 1908 | loss: 0.0310814 | val_loss: 0.0311227 | Time: 5718.27 ms [2022-02-20 18:12:58 main:574] : INFO : Epoch 1909 | loss: 0.0310801 | val_loss: 0.0311276 | Time: 5689.77 ms [2022-02-20 18:13:04 main:574] : INFO : Epoch 1910 | loss: 0.0310797 | val_loss: 0.031131 | Time: 5677.02 ms [2022-02-20 18:13:10 main:574] : INFO : Epoch 1911 | loss: 0.0310875 | val_loss: 0.0311254 | Time: 5741.8 ms [2022-02-20 18:13:15 main:574] : INFO : Epoch 1912 | loss: 0.0310853 | val_loss: 0.0311288 | Time: 5730.57 ms [2022-02-20 18:13:21 main:574] : INFO : Epoch 1913 | loss: 0.0310821 | val_loss: 0.0311244 | Time: 5727.59 ms [2022-02-20 18:13:27 main:574] : INFO : Epoch 1914 | loss: 0.0310801 | val_loss: 0.0311284 | Time: 5722.23 ms [2022-02-20 18:13:33 main:574] : INFO : Epoch 1915 | loss: 0.0310771 | val_loss: 0.0311235 | Time: 5674.75 ms [2022-02-20 18:13:38 main:574] : INFO : Epoch 1916 | loss: 0.0310788 | val_loss: 0.0311206 | Time: 5704.67 ms [2022-02-20 18:13:44 main:574] : INFO : Epoch 1917 | loss: 0.0310754 | val_loss: 0.0311256 | Time: 5686.78 ms [2022-02-20 18:13:50 main:574] : INFO : Epoch 1918 | loss: 0.0310736 | val_loss: 0.0311236 | Time: 5636.59 ms [2022-02-20 18:13:55 main:574] : INFO : Epoch 1919 | loss: 0.0310719 | val_loss: 0.0311186 | Time: 5711.85 ms [2022-02-20 18:14:01 main:574] : INFO : Epoch 1920 | loss: 0.0310702 | val_loss: 0.0311252 | Time: 5687.6 ms [2022-02-20 18:14:07 main:574] : INFO : Epoch 1921 | loss: 0.0310722 | val_loss: 0.0311188 | Time: 5749.19 ms [2022-02-20 18:14:13 main:574] : INFO : Epoch 1922 | loss: 0.0310696 | val_loss: 0.0311236 | Time: 5649.99 ms [2022-02-20 18:14:18 main:574] : INFO : Epoch 1923 | loss: 0.0310693 | val_loss: 0.0311196 | Time: 5697.19 ms [2022-02-20 18:14:24 main:574] : INFO : Epoch 1924 | loss: 0.0310699 | val_loss: 0.031123 | Time: 5697.89 ms [2022-02-20 18:14:30 main:574] : INFO : Epoch 1925 | loss: 0.031066 | val_loss: 0.0311219 | Time: 5753.88 ms [2022-02-20 18:14:36 main:574] : INFO : Epoch 1926 | loss: 0.0310645 | val_loss: 0.0311258 | Time: 5667.93 ms [2022-02-20 18:14:41 main:574] : INFO : Epoch 1927 | loss: 0.0310675 | val_loss: 0.0311298 | Time: 5729.04 ms [2022-02-20 18:14:47 main:574] : INFO : Epoch 1928 | loss: 0.0311141 | val_loss: 0.031139 | Time: 5765.61 ms [2022-02-20 18:14:53 main:574] : INFO : Epoch 1929 | loss: 0.0311171 | val_loss: 0.0311333 | Time: 5668.11 ms [2022-02-20 18:14:59 main:574] : INFO : Epoch 1930 | loss: 0.0311105 | val_loss: 0.0311265 | Time: 5780.58 ms [2022-02-20 18:15:05 main:574] : INFO : Epoch 1931 | loss: 0.0311055 | val_loss: 0.0311244 | Time: 5725.19 ms [2022-02-20 18:15:10 main:574] : INFO : Epoch 1932 | loss: 0.0311006 | val_loss: 0.0311221 | Time: 5717.3 ms [2022-02-20 18:15:16 main:574] : INFO : Epoch 1933 | loss: 0.0310999 | val_loss: 0.0311288 | Time: 5669.06 ms [2022-02-20 18:15:22 main:574] : INFO : Epoch 1934 | loss: 0.031097 | val_loss: 0.0311294 | Time: 5733.42 ms [2022-02-20 18:15:28 main:574] : INFO : Epoch 1935 | loss: 0.0310961 | val_loss: 0.0311232 | Time: 5727.62 ms [2022-02-20 18:15:33 main:574] : INFO : Epoch 1936 | loss: 0.0310938 | val_loss: 0.0311199 | Time: 5634.84 ms [2022-02-20 18:15:39 main:574] : INFO : Epoch 1937 | loss: 0.0310927 | val_loss: 0.0311189 | Time: 5811.92 ms [2022-02-20 18:15:45 main:574] : INFO : Epoch 1938 | loss: 0.0310936 | val_loss: 0.031117 | Time: 5768.09 ms [2022-02-20 18:15:51 main:574] : INFO : Epoch 1939 | loss: 0.0310921 | val_loss: 0.0311191 | Time: 5692.86 ms [2022-02-20 18:15:56 main:574] : INFO : Epoch 1940 | loss: 0.031091 | val_loss: 0.0311226 | Time: 5749.28 ms [2022-02-20 18:16:02 main:574] : INFO : Epoch 1941 | loss: 0.0310912 | val_loss: 0.0311235 | Time: 5645.8 ms [2022-02-20 18:16:08 main:574] : INFO : Epoch 1942 | loss: 0.0310923 | val_loss: 0.0311204 | Time: 5782.55 ms [2022-02-20 18:16:14 main:574] : INFO : Epoch 1943 | loss: 0.0310914 | val_loss: 0.0311185 | Time: 5663.34 ms [2022-02-20 18:16:19 main:574] : INFO : Epoch 1944 | loss: 0.0310885 | val_loss: 0.0311201 | Time: 5670.49 ms [2022-02-20 18:16:25 main:574] : INFO : Epoch 1945 | loss: 0.031087 | val_loss: 0.0311232 | Time: 5645.07 ms [2022-02-20 18:16:31 main:574] : INFO : Epoch 1946 | loss: 0.0310854 | val_loss: 0.0311199 | Time: 5760.69 ms [2022-02-20 18:16:37 main:574] : INFO : Epoch 1947 | loss: 0.0310846 | val_loss: 0.0311356 | Time: 5692.91 ms [2022-02-20 18:16:42 main:574] : INFO : Epoch 1948 | loss: 0.0310879 | val_loss: 0.0311239 | Time: 5700.46 ms [2022-02-20 18:16:48 main:574] : INFO : Epoch 1949 | loss: 0.0310889 | val_loss: 0.0311377 | Time: 5696.12 ms [2022-02-20 18:16:54 main:574] : INFO : Epoch 1950 | loss: 0.0310959 | val_loss: 0.0311439 | Time: 5667.48 ms [2022-02-20 18:17:00 main:574] : INFO : Epoch 1951 | loss: 0.0344845 | val_loss: 0.0329482 | Time: 5729.47 ms [2022-02-20 18:17:05 main:574] : INFO : Epoch 1952 | loss: 0.033458 | val_loss: 0.0315092 | Time: 5672.33 ms [2022-02-20 18:17:11 main:574] : INFO : Epoch 1953 | loss: 0.0314063 | val_loss: 0.0312198 | Time: 5728.93 ms [2022-02-20 18:17:17 main:574] : INFO : Epoch 1954 | loss: 0.0312038 | val_loss: 0.0311562 | Time: 5664.72 ms [2022-02-20 18:17:23 main:574] : INFO : Epoch 1955 | loss: 0.0311572 | val_loss: 0.0311447 | Time: 5722.82 ms [2022-02-20 18:17:28 main:574] : INFO : Epoch 1956 | loss: 0.0311405 | val_loss: 0.0311384 | Time: 5735.2 ms [2022-02-20 18:17:34 main:574] : INFO : Epoch 1957 | loss: 0.0311342 | val_loss: 0.0311356 | Time: 5697.68 ms [2022-02-20 18:17:40 main:574] : INFO : Epoch 1958 | loss: 0.0311271 | val_loss: 0.0311316 | Time: 5690 ms [2022-02-20 18:17:46 main:574] : INFO : Epoch 1959 | loss: 0.031121 | val_loss: 0.0311292 | Time: 5688.98 ms [2022-02-20 18:17:51 main:574] : INFO : Epoch 1960 | loss: 0.031117 | val_loss: 0.0311279 | Time: 5690.24 ms [2022-02-20 18:17:57 main:574] : INFO : Epoch 1961 | loss: 0.0311127 | val_loss: 0.0311215 | Time: 5764.94 ms [2022-02-20 18:18:03 main:574] : INFO : Epoch 1962 | loss: 0.0311096 | val_loss: 0.0311202 | Time: 5724.04 ms [2022-02-20 18:18:09 main:574] : INFO : Epoch 1963 | loss: 0.0311102 | val_loss: 0.0311256 | Time: 5748.33 ms [2022-02-20 18:18:14 main:574] : INFO : Epoch 1964 | loss: 0.0311069 | val_loss: 0.031119 | Time: 5667.31 ms [2022-02-20 18:18:20 main:574] : INFO : Epoch 1965 | loss: 0.0311065 | val_loss: 0.0311162 | Time: 5670.27 ms [2022-02-20 18:18:26 main:574] : INFO : Epoch 1966 | loss: 0.0311063 | val_loss: 0.0311175 | Time: 5732.42 ms [2022-02-20 18:18:32 main:574] : INFO : Epoch 1967 | loss: 0.0311047 | val_loss: 0.0311158 | Time: 5774.3 ms [2022-02-20 18:18:37 main:574] : INFO : Epoch 1968 | loss: 0.0311046 | val_loss: 0.0311143 | Time: 5643.32 ms [2022-02-20 18:18:43 main:574] : INFO : Epoch 1969 | loss: 0.0311044 | val_loss: 0.0311165 | Time: 5722.86 ms [2022-02-20 18:18:49 main:574] : INFO : Epoch 1970 | loss: 0.0311023 | val_loss: 0.0311171 | Time: 5689.72 ms [2022-02-20 18:18:55 main:574] : INFO : Epoch 1971 | loss: 0.0311012 | val_loss: 0.0311197 | Time: 5747.79 ms [2022-02-20 18:19:00 main:574] : INFO : Epoch 1972 | loss: 0.0311013 | val_loss: 0.0311164 | Time: 5669.53 ms [2022-02-20 18:19:06 main:574] : INFO : Epoch 1973 | loss: 0.0311009 | val_loss: 0.0311181 | Time: 5703.03 ms [2022-02-20 18:19:12 main:574] : INFO : Epoch 1974 | loss: 0.0311014 | val_loss: 0.0311179 | Time: 5767.14 ms [2022-02-20 18:19:18 main:574] : INFO : Epoch 1975 | loss: 0.0311001 | val_loss: 0.03112 | Time: 5686.34 ms [2022-02-20 18:19:24 main:574] : INFO : Epoch 1976 | loss: 0.0311026 | val_loss: 0.0311319 | Time: 5728.28 ms [2022-02-20 18:19:29 main:574] : INFO : Epoch 1977 | loss: 0.0311028 | val_loss: 0.031127 | Time: 5705.59 ms [2022-02-20 18:19:35 main:574] : INFO : Epoch 1978 | loss: 0.0311008 | val_loss: 0.0311179 | Time: 5740.52 ms [2022-02-20 18:19:41 main:574] : INFO : Epoch 1979 | loss: 0.0311044 | val_loss: 0.0311353 | Time: 5765.85 ms [2022-02-20 18:19:47 main:574] : INFO : Epoch 1980 | loss: 0.0311057 | val_loss: 0.0311342 | Time: 5736.18 ms [2022-02-20 18:19:52 main:574] : INFO : Epoch 1981 | loss: 0.0311039 | val_loss: 0.0311208 | Time: 5701.84 ms [2022-02-20 18:19:58 main:574] : INFO : Epoch 1982 | loss: 0.0310978 | val_loss: 0.0311195 | Time: 5736.22 ms [2022-02-20 18:20:04 main:574] : INFO : Epoch 1983 | loss: 0.0310966 | val_loss: 0.0311194 | Time: 5686.8 ms [2022-02-20 18:20:10 main:574] : INFO : Epoch 1984 | loss: 0.0310978 | val_loss: 0.0311188 | Time: 5701.5 ms [2022-02-20 18:20:15 main:574] : INFO : Epoch 1985 | loss: 0.0311008 | val_loss: 0.0311197 | Time: 5685.29 ms [2022-02-20 18:20:21 main:574] : INFO : Epoch 1986 | loss: 0.0311019 | val_loss: 0.0311211 | Time: 5618.22 ms [2022-02-20 18:20:27 main:574] : INFO : Epoch 1987 | loss: 0.0310993 | val_loss: 0.0311195 | Time: 5738.15 ms [2022-02-20 18:20:33 main:574] : INFO : Epoch 1988 | loss: 0.0310974 | val_loss: 0.0311197 | Time: 5682.02 ms [2022-02-20 18:20:38 main:574] : INFO : Epoch 1989 | loss: 0.0310986 | val_loss: 0.0311234 | Time: 5750.61 ms [2022-02-20 18:20:44 main:574] : INFO : Epoch 1990 | loss: 0.0311004 | val_loss: 0.0311178 | Time: 5646.89 ms [2022-02-20 18:20:50 main:574] : INFO : Epoch 1991 | loss: 0.0310992 | val_loss: 0.0311355 | Time: 5678.77 ms [2022-02-20 18:20:56 main:574] : INFO : Epoch 1992 | loss: 0.0311017 | val_loss: 0.0311205 | Time: 5723.73 ms [2022-02-20 18:21:01 main:574] : INFO : Epoch 1993 | loss: 0.031097 | val_loss: 0.0311172 | Time: 5748.55 ms [2022-02-20 18:21:07 main:574] : INFO : Epoch 1994 | loss: 0.0310951 | val_loss: 0.0311172 | Time: 5661.31 ms [2022-02-20 18:21:13 main:574] : INFO : Epoch 1995 | loss: 0.0310984 | val_loss: 0.0311198 | Time: 5604.39 ms [2022-02-20 18:21:19 main:574] : INFO : Epoch 1996 | loss: 0.0310964 | val_loss: 0.0311171 | Time: 5743.5 ms [2022-02-20 18:21:24 main:574] : INFO : Epoch 1997 | loss: 0.0310948 | val_loss: 0.0311201 | Time: 5713.6 ms [2022-02-20 18:21:30 main:574] : INFO : Epoch 1998 | loss: 0.0310949 | val_loss: 0.0311216 | Time: 5724.82 ms [2022-02-20 18:21:36 main:574] : INFO : Epoch 1999 | loss: 0.0310974 | val_loss: 0.0311269 | Time: 5665.99 ms [2022-02-20 18:21:42 main:574] : INFO : Epoch 2000 | loss: 0.0310974 | val_loss: 0.0311167 | Time: 5688.79 ms [2022-02-20 18:21:47 main:574] : INFO : Epoch 2001 | loss: 0.0310923 | val_loss: 0.031114 | Time: 5723.03 ms [2022-02-20 18:21:53 main:574] : INFO : Epoch 2002 | loss: 0.0310963 | val_loss: 0.0311163 | Time: 5705.31 ms [2022-02-20 18:21:59 main:574] : INFO : Epoch 2003 | loss: 0.0311003 | val_loss: 0.0311204 | Time: 5660.92 ms [2022-02-20 18:22:04 main:574] : INFO : Epoch 2004 | loss: 0.0311017 | val_loss: 0.0311259 | Time: 5642.79 ms [2022-02-20 18:22:10 main:574] : INFO : Epoch 2005 | loss: 0.0311023 | val_loss: 0.0311198 | Time: 5814.35 ms [2022-02-20 18:22:16 main:574] : INFO : Epoch 2006 | loss: 0.0310967 | val_loss: 0.0311163 | Time: 5733.81 ms [2022-02-20 18:22:22 main:574] : INFO : Epoch 2007 | loss: 0.0310941 | val_loss: 0.0311166 | Time: 5713.75 ms [2022-02-20 18:22:28 main:574] : INFO : Epoch 2008 | loss: 0.0310985 | val_loss: 0.0311168 | Time: 5671.15 ms [2022-02-20 18:22:33 main:574] : INFO : Epoch 2009 | loss: 0.0310968 | val_loss: 0.0311228 | Time: 5658.93 ms [2022-02-20 18:22:39 main:574] : INFO : Epoch 2010 | loss: 0.0310968 | val_loss: 0.0311184 | Time: 5707.49 ms [2022-02-20 18:22:45 main:574] : INFO : Epoch 2011 | loss: 0.0310952 | val_loss: 0.0311172 | Time: 5737.21 ms [2022-02-20 18:22:51 main:574] : INFO : Epoch 2012 | loss: 0.0311006 | val_loss: 0.0311223 | Time: 5763.1 ms [2022-02-20 18:22:57 main:574] : INFO : Epoch 2013 | loss: 0.0311003 | val_loss: 0.0311197 | Time: 5753.98 ms [2022-02-20 18:23:02 main:574] : INFO : Epoch 2014 | loss: 0.0311005 | val_loss: 0.0311218 | Time: 5621.46 ms [2022-02-20 18:23:08 main:574] : INFO : Epoch 2015 | loss: 0.0310972 | val_loss: 0.0311203 | Time: 5696.15 ms [2022-02-20 18:23:14 main:574] : INFO : Epoch 2016 | loss: 0.0310955 | val_loss: 0.0311198 | Time: 5717 ms [2022-02-20 18:23:19 main:574] : INFO : Epoch 2017 | loss: 0.0310947 | val_loss: 0.0311297 | Time: 5688.59 ms [2022-02-20 18:23:25 main:574] : INFO : Epoch 2018 | loss: 0.0310956 | val_loss: 0.0311187 | Time: 5685.23 ms [2022-02-20 18:23:31 main:574] : INFO : Epoch 2019 | loss: 0.031097 | val_loss: 0.0311222 | Time: 5659.23 ms [2022-02-20 18:23:37 main:574] : INFO : Epoch 2020 | loss: 0.0310935 | val_loss: 0.0311181 | Time: 5626.9 ms [2022-02-20 18:23:42 main:574] : INFO : Epoch 2021 | loss: 0.0310887 | val_loss: 0.031118 | Time: 5724.25 ms [2022-02-20 18:23:48 main:574] : INFO : Epoch 2022 | loss: 0.0310882 | val_loss: 0.0311225 | Time: 5791.05 ms [2022-02-20 18:23:54 main:574] : INFO : Epoch 2023 | loss: 0.031089 | val_loss: 0.0311202 | Time: 5656.25 ms [2022-02-20 18:24:00 main:574] : INFO : Epoch 2024 | loss: 0.0310879 | val_loss: 0.0311237 | Time: 5730.65 ms [2022-02-20 18:24:05 main:574] : INFO : Epoch 2025 | loss: 0.0310879 | val_loss: 0.0311188 | Time: 5708.04 ms [2022-02-20 18:24:11 main:574] : INFO : Epoch 2026 | loss: 0.0310875 | val_loss: 0.0311193 | Time: 5746.32 ms [2022-02-20 18:24:17 main:574] : INFO : Epoch 2027 | loss: 0.0310882 | val_loss: 0.0311148 | Time: 5706.39 ms [2022-02-20 18:24:23 main:574] : INFO : Epoch 2028 | loss: 0.0310907 | val_loss: 0.0311131 | Time: 5813.9 ms [2022-02-20 18:24:29 main:574] : INFO : Epoch 2029 | loss: 0.0310899 | val_loss: 0.0311372 | Time: 5727.06 ms [2022-02-20 18:24:34 main:574] : INFO : Epoch 2030 | loss: 0.0310923 | val_loss: 0.0311138 | Time: 5650.47 ms [2022-02-20 18:24:40 main:574] : INFO : Epoch 2031 | loss: 0.0310867 | val_loss: 0.0311139 | Time: 5721.6 ms [2022-02-20 18:24:46 main:574] : INFO : Epoch 2032 | loss: 0.0310859 | val_loss: 0.0311118 | Time: 5691.61 ms [2022-02-20 18:24:52 main:574] : INFO : Epoch 2033 | loss: 0.0310859 | val_loss: 0.0311136 | Time: 5731.64 ms [2022-02-20 18:24:57 main:574] : INFO : Epoch 2034 | loss: 0.0310851 | val_loss: 0.0311146 | Time: 5692.86 ms [2022-02-20 18:25:03 main:574] : INFO : Epoch 2035 | loss: 0.031085 | val_loss: 0.0311142 | Time: 5670.13 ms [2022-02-20 18:25:09 main:574] : INFO : Epoch 2036 | loss: 0.0310868 | val_loss: 0.0311223 | Time: 5682.61 ms [2022-02-20 18:25:15 main:574] : INFO : Epoch 2037 | loss: 0.0310944 | val_loss: 0.0311321 | Time: 5741.62 ms [2022-02-20 18:25:20 main:574] : INFO : Epoch 2038 | loss: 0.0310914 | val_loss: 0.0311163 | Time: 5703.46 ms [2022-02-20 18:25:26 main:574] : INFO : Epoch 2039 | loss: 0.0310938 | val_loss: 0.0311201 | Time: 5694.5 ms [2022-02-20 18:25:32 main:574] : INFO : Epoch 2040 | loss: 0.0310871 | val_loss: 0.0311193 | Time: 5685.74 ms [2022-02-20 18:25:38 main:574] : INFO : Epoch 2041 | loss: 0.0310853 | val_loss: 0.0311232 | Time: 5734.04 ms [2022-02-20 18:25:44 main:574] : INFO : Epoch 2042 | loss: 0.0310921 | val_loss: 0.0311197 | Time: 5813.78 ms [2022-02-20 18:25:49 main:574] : INFO : Epoch 2043 | loss: 0.0310981 | val_loss: 0.0311439 | Time: 5686.09 ms [2022-02-20 18:25:55 main:574] : INFO : Epoch 2044 | loss: 0.0310913 | val_loss: 0.0311185 | Time: 5653.62 ms [2022-02-20 18:26:01 main:574] : INFO : Epoch 2045 | loss: 0.0310845 | val_loss: 0.0311154 | Time: 5690.72 ms [2022-02-20 18:26:06 main:574] : INFO : Epoch 2046 | loss: 0.031086 | val_loss: 0.0311147 | Time: 5677.53 ms [2022-02-20 18:26:12 main:574] : INFO : Epoch 2047 | loss: 0.0310863 | val_loss: 0.0311168 | Time: 5680.91 ms [2022-02-20 18:26:18 main:574] : INFO : Epoch 2048 | loss: 0.0310868 | val_loss: 0.031111 | Time: 5777.5 ms [2022-02-20 18:26:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031111 [2022-02-20 18:26:18 main:603] : INFO : Saving end state to config to file [2022-02-20 18:26:18 main:608] : INFO : Success, exiting.. 18:26:18 (12536): 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)