Task 5227338
| Name | ParityModified-1619581941-6665-3_0 |
| Workunit | 3145811 |
| Created | 24 May 2021, 15:41:24 UTC |
| Sent | 27 May 2021, 10:36:32 UTC |
| Report deadline | 3 Jun 2021, 10:36:32 UTC |
| Received | 28 May 2021, 15:59:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 24 min 32 sec |
| CPU time | 1 hours 59 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1580 | loss: 0.0311226 | val_loss: 0.0311506 | Time: 5433.46 ms
[2021-05-27 16:26:19 main:574] : INFO : Epoch 1581 | loss: 0.0311254 | val_loss: 0.0311458 | Time: 5855.35 ms
[2021-05-27 16:26:24 main:574] : INFO : Epoch 1582 | loss: 0.0311277 | val_loss: 0.0311635 | Time: 5328.33 ms
[2021-05-27 16:26:30 main:574] : INFO : Epoch 1583 | loss: 0.0311321 | val_loss: 0.0311503 | Time: 5224.9 ms
[2021-05-27 16:26:35 main:574] : INFO : Epoch 1584 | loss: 0.031132 | val_loss: 0.0311514 | Time: 5260.37 ms
[2021-05-27 16:26:41 main:574] : INFO : Epoch 1585 | loss: 0.0311306 | val_loss: 0.0311474 | Time: 5312.46 ms
[2021-05-27 16:26:46 main:574] : INFO : Epoch 1586 | loss: 0.0311338 | val_loss: 0.031148 | Time: 5325.46 ms
[2021-05-27 16:26:52 main:574] : INFO : Epoch 1587 | loss: 0.0311295 | val_loss: 0.0311504 | Time: 5354.35 ms
[2021-05-27 16:26:57 main:574] : INFO : Epoch 1588 | loss: 0.0311324 | val_loss: 0.0311583 | Time: 5263.54 ms
[2021-05-27 16:27:03 main:574] : INFO : Epoch 1589 | loss: 0.0311483 | val_loss: 0.0311528 | Time: 6013.58 ms
[2021-05-27 16:27:14 main:574] : INFO : Epoch 1590 | loss: 0.0311445 | val_loss: 0.0311508 | Time: 10650.2 ms
[2021-05-27 16:27:20 main:574] : INFO : Epoch 1591 | loss: 0.0311398 | val_loss: 0.0311481 | Time: 5782.03 ms
[2021-05-27 16:27:26 main:574] : INFO : Epoch 1592 | loss: 0.0311349 | val_loss: 0.0311461 | Time: 5302.19 ms
[2021-05-27 16:27:31 main:574] : INFO : Epoch 1593 | loss: 0.031133 | val_loss: 0.031145 | Time: 5337.83 ms
[2021-05-27 16:27:37 main:574] : INFO : Epoch 1594 | loss: 0.0311296 | val_loss: 0.031152 | Time: 5368.16 ms
[2021-05-27 16:27:42 main:574] : INFO : Epoch 1595 | loss: 0.0311289 | val_loss: 0.0311503 | Time: 5288.4 ms
[2021-05-27 16:27:48 main:574] : INFO : Epoch 1596 | loss: 0.0311272 | val_loss: 0.0311481 | Time: 5356.28 ms
[2021-05-27 16:27:53 main:574] : INFO : Epoch 1597 | loss: 0.0311318 | val_loss: 0.0311477 | Time: 5317.39 ms
[2021-05-27 16:27:59 main:574] : INFO : Epoch 1598 | loss: 0.0311358 | val_loss: 0.0311483 | Time: 5333.86 ms
[2021-05-27 16:28:07 main:574] : INFO : Epoch 1599 | loss: 0.0311315 | val_loss: 0.0311494 | Time: 8428.38 ms
[2021-05-27 16:28:14 main:574] : INFO : Epoch 1600 | loss: 0.031132 | val_loss: 0.0311473 | Time: 6063.29 ms
[2021-05-27 16:28:21 main:574] : INFO : Epoch 1601 | loss: 0.0311306 | val_loss: 0.0311457 | Time: 7176.39 ms
[2021-05-27 16:28:26 main:574] : INFO : Epoch 1602 | loss: 0.0311287 | val_loss: 0.0311466 | Time: 5425.69 ms
[2021-05-27 16:28:32 main:574] : INFO : Epoch 1603 | loss: 0.0311291 | val_loss: 0.0311448 | Time: 5327.08 ms
[2021-05-27 16:28:37 main:574] : INFO : Epoch 1604 | loss: 0.0311287 | val_loss: 0.0311469 | Time: 5248.17 ms
[2021-05-27 16:28:43 main:574] : INFO : Epoch 1605 | loss: 0.0311282 | val_loss: 0.0311488 | Time: 5342.8 ms
[2021-05-27 16:28:48 main:574] : INFO : Epoch 1606 | loss: 0.0311283 | val_loss: 0.0311476 | Time: 5328.53 ms
[2021-05-27 16:28:54 main:574] : INFO : Epoch 1607 | loss: 0.0311283 | val_loss: 0.0311525 | Time: 5426.66 ms
[2021-05-27 16:28:59 main:574] : INFO : Epoch 1608 | loss: 0.0311311 | val_loss: 0.0311519 | Time: 5354.29 ms
[2021-05-27 16:29:05 main:574] : INFO : Epoch 1609 | loss: 0.0311308 | val_loss: 0.0311472 | Time: 5373.37 ms
[2021-05-27 16:29:10 main:574] : INFO : Epoch 1610 | loss: 0.0311944 | val_loss: 0.0312116 | Time: 5353.16 ms
[2021-05-27 16:29:16 main:574] : INFO : Epoch 1611 | loss: 0.0312114 | val_loss: 0.0312066 | Time: 5335.6 ms
[2021-05-27 16:29:21 main:574] : INFO : Epoch 1612 | loss: 0.0312017 | val_loss: 0.0312008 | Time: 5305.66 ms
[2021-05-27 16:29:27 main:574] : INFO : Epoch 1613 | loss: 0.0311976 | val_loss: 0.0311953 | Time: 5431.58 ms
[2021-05-27 16:29:33 main:574] : INFO : Epoch 1614 | loss: 0.0311948 | val_loss: 0.0311879 | Time: 6020.66 ms
[2021-05-27 16:29:42 main:574] : INFO : Epoch 1615 | loss: 0.0311914 | val_loss: 0.0311875 | Time: 7990.24 ms
[2021-05-27 16:29:49 main:574] : INFO : Epoch 1616 | loss: 0.0311889 | val_loss: 0.0311941 | Time: 7434.16 ms
[2021-05-27 16:29:57 main:574] : INFO : Epoch 1617 | loss: 0.0311881 | val_loss: 0.0311876 | Time: 7703.56 ms
[2021-05-27 16:30:03 main:574] : INFO : Epoch 1618 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 5396.98 ms
[2021-05-27 16:30:09 main:574] : INFO : Epoch 1619 | loss: 0.0311815 | val_loss: 0.031183 | Time: 5273.26 ms
[2021-05-27 16:30:14 main:574] : INFO : Epoch 1620 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 5388.84 ms
[2021-05-27 16:30:20 main:574] : INFO : Epoch 1621 | loss: 0.0311799 | val_loss: 0.0311839 | Time: 5303.02 ms
[2021-05-27 16:30:26 main:574] : INFO : Epoch 1622 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 5769.25 ms
[2021-05-27 16:30:31 main:574] : INFO : Epoch 1623 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 5548.81 ms
[2021-05-27 16:30:37 main:574] : INFO : Epoch 1624 | loss: 0.0311842 | val_loss: 0.0311827 | Time: 5303.06 ms
[2021-05-27 16:30:43 main:574] : INFO : Epoch 1625 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 5638.03 ms
[2021-05-27 16:30:49 main:574] : INFO : Epoch 1626 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 5810.22 ms
[2021-05-27 16:30:56 main:574] : INFO : Epoch 1627 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 7107.88 ms
[2021-05-27 16:31:03 main:574] : INFO : Epoch 1628 | loss: 0.0311847 | val_loss: 0.0311813 | Time: 6490.42 ms
[2021-05-27 16:31:09 main:574] : INFO : Epoch 1629 | loss: 0.0311831 | val_loss: 0.0311797 | Time: 5837.05 ms
[2021-05-27 16:31:17 main:574] : INFO : Epoch 1630 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 7978.61 ms
[2021-05-27 16:31:26 main:574] : INFO : Epoch 1631 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 8305.19 ms
[2021-05-27 16:31:32 main:574] : INFO : Epoch 1632 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 6042.95 ms
[2021-05-27 16:31:37 main:574] : INFO : Epoch 1633 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 5295.18 ms
[2021-05-27 16:31:43 main:574] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 5327.8 ms
[2021-05-27 16:31:49 main:574] : INFO : Epoch 1635 | loss: 0.0311797 | val_loss: 0.0311774 | Time: 5328.04 ms
[2021-05-27 16:31:54 main:574] : INFO : Epoch 1636 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 5252.53 ms
[2021-05-27 16:32:00 main:574] : INFO : Epoch 1637 | loss: 0.031176 | val_loss: 0.0311793 | Time: 5537.67 ms
[2021-05-27 16:32:08 main:574] : INFO : Epoch 1638 | loss: 0.0311776 | val_loss: 0.0311775 | Time: 7279.67 ms
[2021-05-27 16:32:13 main:574] : INFO : Epoch 1639 | loss: 0.0311754 | val_loss: 0.031176 | Time: 5350.39 ms
[2021-05-27 16:32:19 main:574] : INFO : Epoch 1640 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 5340.54 ms
[2021-05-27 16:32:25 main:574] : INFO : Epoch 1641 | loss: 0.0311787 | val_loss: 0.0311759 | Time: 5458.34 ms
[2021-05-27 16:32:31 main:574] : INFO : Epoch 1642 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 5402.83 ms
[2021-05-27 16:32:37 main:574] : INFO : Epoch 1643 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 5297.49 ms
[2021-05-27 16:32:42 main:574] : INFO : Epoch 1644 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 5290.38 ms
[2021-05-27 16:32:48 main:574] : INFO : Epoch 1645 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 5287.32 ms
[2021-05-27 16:32:53 main:574] : INFO : Epoch 1646 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 5405.5 ms
[2021-05-27 16:32:59 main:574] : INFO : Epoch 1647 | loss: 0.031174 | val_loss: 0.0311755 | Time: 5337.47 ms
[2021-05-27 16:33:04 main:574] : INFO : Epoch 1648 | loss: 0.0311772 | val_loss: 0.0311756 | Time: 5350.72 ms
[2021-05-27 16:33:09 main:574] : INFO : Epoch 1649 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 5302.36 ms
[2021-05-27 16:33:16 main:574] : INFO : Epoch 1650 | loss: 0.031174 | val_loss: 0.031176 | Time: 5921.25 ms
[2021-05-27 16:33:22 main:574] : INFO : Epoch 1651 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 6744.81 ms
[2021-05-27 16:33:31 main:574] : INFO : Epoch 1652 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 8589.57 ms
[2021-05-27 16:33:39 main:574] : INFO : Epoch 1653 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 7278.11 ms
[2021-05-27 16:33:45 main:574] : INFO : Epoch 1654 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 6482.96 ms
[2021-05-27 16:33:51 main:574] : INFO : Epoch 1655 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 5461.2 ms
[2021-05-27 16:33:57 main:574] : INFO : Epoch 1656 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 5433.25 ms
[2021-05-27 16:34:02 main:574] : INFO : Epoch 1657 | loss: 0.0311719 | val_loss: 0.0311765 | Time: 5304.4 ms
[2021-05-27 16:34:08 main:574] : INFO : Epoch 1658 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 5421.55 ms
[2021-05-27 16:34:13 main:574] : INFO : Epoch 1659 | loss: 0.0312155 | val_loss: 0.0340084 | Time: 5308.98 ms
[2021-05-27 16:34:19 main:574] : INFO : Epoch 1660 | loss: 0.0325323 | val_loss: 0.0317309 | Time: 5462.54 ms
[2021-05-27 16:34:26 main:574] : INFO : Epoch 1661 | loss: 0.0314284 | val_loss: 0.0313115 | Time: 7146.55 ms
[2021-05-27 16:34:33 main:574] : INFO : Epoch 1662 | loss: 0.0312699 | val_loss: 0.0312578 | Time: 6739.89 ms
[2021-05-27 16:34:39 main:574] : INFO : Epoch 1663 | loss: 0.0312463 | val_loss: 0.0312438 | Time: 5297.71 ms
[2021-05-27 16:34:44 main:574] : INFO : Epoch 1664 | loss: 0.0312403 | val_loss: 0.0312392 | Time: 5269.44 ms
[2021-05-27 16:34:50 main:574] : INFO : Epoch 1665 | loss: 0.0312366 | val_loss: 0.0312372 | Time: 5342.23 ms
[2021-05-27 16:34:55 main:574] : INFO : Epoch 1666 | loss: 0.0312343 | val_loss: 0.0312345 | Time: 5395.72 ms
[2021-05-27 16:35:01 main:574] : INFO : Epoch 1667 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 5326.68 ms
[2021-05-27 16:35:06 main:574] : INFO : Epoch 1668 | loss: 0.0312316 | val_loss: 0.0312332 | Time: 5319.59 ms
[2021-05-27 16:35:12 main:574] : INFO : Epoch 1669 | loss: 0.0312343 | val_loss: 0.0312397 | Time: 5385.7 ms
[2021-05-27 16:35:17 main:574] : INFO : Epoch 1670 | loss: 0.031233 | val_loss: 0.0312315 | Time: 5455.39 ms
[2021-05-27 16:35:23 main:574] : INFO : Epoch 1671 | loss: 0.0312298 | val_loss: 0.0312307 | Time: 5312.53 ms
[2021-05-27 16:35:28 main:574] : INFO : Epoch 1672 | loss: 0.0312283 | val_loss: 0.031232 | Time: 5451.29 ms
[2021-05-27 16:35:34 main:574] : INFO : Epoch 1673 | loss: 0.0312276 | val_loss: 0.0312337 | Time: 5348.01 ms
[2021-05-27 16:35:39 main:574] : INFO : Epoch 1674 | loss: 0.0312388 | val_loss: 0.0312327 | Time: 5411.4 ms
[2021-05-27 16:35:45 main:574] : INFO : Epoch 1675 | loss: 0.0312343 | val_loss: 0.0312402 | Time: 5343.61 ms
[2021-05-27 16:35:50 main:574] : INFO : Epoch 1676 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 5580.71 ms
[2021-05-27 16:35:56 main:574] : INFO : Epoch 1677 | loss: 0.0312305 | val_loss: 0.0312297 | Time: 5406.32 ms
[2021-05-27 16:36:02 main:574] : INFO : Epoch 1678 | loss: 0.0312279 | val_loss: 0.0312293 | Time: 5349.9 ms
[2021-05-27 16:36:07 main:574] : INFO : Epoch 1679 | loss: 0.0312266 | val_loss: 0.0312277 | Time: 5264.63 ms
[2021-05-27 16:36:12 main:574] : INFO : Epoch 1680 | loss: 0.0312263 | val_loss: 0.0312272 | Time: 5439.44 ms
[2021-05-27 16:36:19 main:574] : INFO : Epoch 1681 | loss: 0.0312258 | val_loss: 0.0312272 | Time: 6827.5 ms
[2021-05-27 16:36:26 main:574] : INFO : Epoch 1682 | loss: 0.0312291 | val_loss: 0.0312291 | Time: 6052.31 ms
[2021-05-27 16:36:32 main:574] : INFO : Epoch 1683 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 5887.12 ms
[2021-05-27 16:36:38 main:574] : INFO : Epoch 1684 | loss: 0.0312279 | val_loss: 0.0312265 | Time: 5866.85 ms
[2021-05-27 16:36:46 main:574] : INFO : Epoch 1685 | loss: 0.0312255 | val_loss: 0.0312272 | Time: 7563.22 ms
[2021-05-27 16:36:54 main:574] : INFO : Epoch 1686 | loss: 0.0312294 | val_loss: 0.0312325 | Time: 8026.58 ms
[2021-05-27 16:37:09 main:574] : INFO : Epoch 1687 | loss: 0.0312288 | val_loss: 0.0312348 | Time: 13261.5 ms
[2021-05-27 16:37:20 main:574] : INFO : Epoch 1688 | loss: 0.0312314 | val_loss: 0.0312269 | Time: 10141.7 ms
[2021-05-27 16:37:28 main:574] : INFO : Epoch 1689 | loss: 0.0312259 | val_loss: 0.0312242 | Time: 8138.7 ms
[2021-05-27 16:37:35 main:574] : INFO : Epoch 1690 | loss: 0.0312234 | val_loss: 0.0312229 | Time: 7339.33 ms
[2021-05-27 16:37:41 main:574] : INFO : Epoch 1691 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 5594.52 ms
[2021-05-27 16:37:47 main:574] : INFO : Epoch 1692 | loss: 0.0312222 | val_loss: 0.0312217 | Time: 5352.95 ms
[2021-05-27 16:37:52 main:574] : INFO : Epoch 1693 | loss: 0.0312221 | val_loss: 0.0312233 | Time: 5366.48 ms
[2021-05-27 16:37:58 main:574] : INFO : Epoch 1694 | loss: 0.031223 | val_loss: 0.0312324 | Time: 5316.88 ms
[2021-05-27 16:38:03 main:574] : INFO : Epoch 1695 | loss: 0.0312268 | val_loss: 0.0312327 | Time: 5302.66 ms
[2021-05-27 16:38:09 main:574] : INFO : Epoch 1696 | loss: 0.0312268 | val_loss: 0.0312214 | Time: 5298.03 ms
[2021-05-27 16:38:14 main:574] : INFO : Epoch 1697 | loss: 0.0312246 | val_loss: 0.0312264 | Time: 5372.52 ms
[2021-05-27 16:38:20 main:574] : INFO : Epoch 1698 | loss: 0.0312229 | val_loss: 0.0312219 | Time: 5280.42 ms
[2021-05-27 16:38:25 main:574] : INFO : Epoch 1699 | loss: 0.0312214 | val_loss: 0.0312211 | Time: 5392.35 ms
[2021-05-27 16:38:31 main:574] : INFO : Epoch 1700 | loss: 0.031223 | val_loss: 0.0312315 | Time: 5327.02 ms
[2021-05-27 16:38:37 main:574] : INFO : Epoch 1701 | loss: 0.0312253 | val_loss: 0.0312213 | Time: 6046.92 ms
[2021-05-27 16:38:45 main:574] : INFO : Epoch 1702 | loss: 0.0312214 | val_loss: 0.0312202 | Time: 7732.03 ms
[2021-05-27 16:38:51 main:574] : INFO : Epoch 1703 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 5532.88 ms
[2021-05-27 16:38:56 main:574] : INFO : Epoch 1704 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 5354.64 ms
[2021-05-27 16:39:02 main:574] : INFO : Epoch 1705 | loss: 0.0312209 | val_loss: 0.0312208 | Time: 5327.73 ms
[2021-05-27 16:39:07 main:574] : INFO : Epoch 1706 | loss: 0.0312237 | val_loss: 0.0312329 | Time: 5275.97 ms
[2021-05-27 16:39:13 main:574] : INFO : Epoch 1707 | loss: 0.0312223 | val_loss: 0.0312233 | Time: 5235.42 ms
[2021-05-27 16:39:18 main:574] : INFO : Epoch 1708 | loss: 0.0312203 | val_loss: 0.0312364 | Time: 5387.31 ms
[2021-05-27 16:39:24 main:574] : INFO : Epoch 1709 | loss: 0.0312282 | val_loss: 0.0312214 | Time: 5301.66 ms
[2021-05-27 16:39:29 main:574] : INFO : Epoch 1710 | loss: 0.0312255 | val_loss: 0.0312264 | Time: 5334.16 ms
[2021-05-27 16:39:35 main:574] : INFO : Epoch 1711 | loss: 0.0312249 | val_loss: 0.0312267 | Time: 5344.05 ms
[2021-05-27 16:39:42 main:574] : INFO : Epoch 1712 | loss: 0.0312217 | val_loss: 0.0312241 | Time: 6943.55 ms
[2021-05-27 16:39:51 main:574] : INFO : Epoch 1713 | loss: 0.0312278 | val_loss: 0.0312258 | Time: 8603.02 ms
[2021-05-27 16:39:57 main:574] : INFO : Epoch 1714 | loss: 0.0312215 | val_loss: 0.0312203 | Time: 6481.04 ms
[2021-05-27 16:40:03 main:574] : INFO : Epoch 1715 | loss: 0.0312218 | val_loss: 0.031221 | Time: 5455 ms
[2021-05-27 16:40:09 main:574] : INFO : Epoch 1716 | loss: 0.031224 | val_loss: 0.0312196 | Time: 5247.49 ms
[2021-05-27 16:40:14 main:574] : INFO : Epoch 1717 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 5329.89 ms
[2021-05-27 16:40:20 main:574] : INFO : Epoch 1718 | loss: 0.0312256 | val_loss: 0.0312192 | Time: 5241.31 ms
[2021-05-27 16:40:25 main:574] : INFO : Epoch 1719 | loss: 0.0312235 | val_loss: 0.0312205 | Time: 5347.47 ms
[2021-05-27 16:40:31 main:574] : INFO : Epoch 1720 | loss: 0.0312214 | val_loss: 0.0312228 | Time: 5332.12 ms
[2021-05-27 16:40:37 main:574] : INFO : Epoch 1721 | loss: 0.0312216 | val_loss: 0.0312189 | Time: 5440.21 ms
[2021-05-27 16:40:43 main:574] : INFO : Epoch 1722 | loss: 0.0312206 | val_loss: 0.0312193 | Time: 5301.96 ms
[2021-05-27 16:40:48 main:574] : INFO : Epoch 1723 | loss: 0.0312202 | val_loss: 0.0312189 | Time: 5341.21 ms
[2021-05-27 16:40:54 main:574] : INFO : Epoch 1724 | loss: 0.0312277 | val_loss: 0.0312226 | Time: 5380.62 ms
[2021-05-27 16:40:59 main:574] : INFO : Epoch 1725 | loss: 0.031225 | val_loss: 0.0312304 | Time: 5369.55 ms
[2021-05-27 16:41:07 main:574] : INFO : Epoch 1726 | loss: 0.0312238 | val_loss: 0.0312199 | Time: 6706.19 ms
[2021-05-27 16:41:14 main:574] : INFO : Epoch 1727 | loss: 0.0312218 | val_loss: 0.0312226 | Time: 6878.97 ms
[2021-05-27 16:41:22 main:574] : INFO : Epoch 1728 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 7807.98 ms
[2021-05-27 16:41:31 main:574] : INFO : Epoch 1729 | loss: 0.0312204 | val_loss: 0.0312191 | Time: 8735.63 ms
[2021-05-27 16:41:37 main:574] : INFO : Epoch 1730 | loss: 0.0312204 | val_loss: 0.0312183 | Time: 5331.26 ms
[2021-05-27 16:41:42 main:574] : INFO : Epoch 1731 | loss: 0.03122 | val_loss: 0.0312183 | Time: 5302.46 ms
[2021-05-27 16:41:48 main:574] : INFO : Epoch 1732 | loss: 0.0312188 | val_loss: 0.0312204 | Time: 5323.11 ms
[2021-05-27 16:41:53 main:574] : INFO : Epoch 1733 | loss: 0.0312193 | val_loss: 0.0312182 | Time: 5386.43 ms
[2021-05-27 16:41:59 main:574] : INFO : Epoch 1734 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 5451.28 ms
[2021-05-27 16:42:05 main:574] : INFO : Epoch 1735 | loss: 0.031221 | val_loss: 0.0312254 | Time: 5765.28 ms
[2021-05-27 16:42:11 main:574] : INFO : Epoch 1736 | loss: 0.0312222 | val_loss: 0.0312317 | Time: 5331.8 ms
[2021-05-27 16:42:16 main:574] : INFO : Epoch 1737 | loss: 0.0312262 | val_loss: 0.0312294 | Time: 5322.19 ms
[2021-05-27 16:42:22 main:574] : INFO : Epoch 1738 | loss: 0.0312221 | val_loss: 0.0312192 | Time: 5330.44 ms
[2021-05-27 16:42:27 main:574] : INFO : Epoch 1739 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 5305.58 ms
[2021-05-27 16:42:33 main:574] : INFO : Epoch 1740 | loss: 0.0312233 | val_loss: 0.0312268 | Time: 5356.26 ms
[2021-05-27 16:42:38 main:574] : INFO : Epoch 1741 | loss: 0.0312196 | val_loss: 0.0312183 | Time: 5284.32 ms
[2021-05-27 16:42:44 main:574] : INFO : Epoch 1742 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 5310.31 ms
[2021-05-27 16:42:49 main:574] : INFO : Epoch 1743 | loss: 0.0312188 | val_loss: 0.0312192 | Time: 5268.9 ms
[2021-05-27 16:42:54 main:574] : INFO : Epoch 1744 | loss: 0.0312204 | val_loss: 0.0312178 | Time: 5315.44 ms
[2021-05-27 16:43:00 main:574] : INFO : Epoch 1745 | loss: 0.0312198 | val_loss: 0.0312208 | Time: 5529.75 ms
[2021-05-27 16:43:06 main:574] : INFO : Epoch 1746 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 5444.99 ms
[2021-05-27 16:43:12 main:574] : INFO : Epoch 1747 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 5294.53 ms
[2021-05-27 16:43:18 main:574] : INFO : Epoch 1748 | loss: 0.0312196 | val_loss: 0.0312186 | Time: 6320.77 ms
[2021-05-27 16:43:27 main:574] : INFO : Epoch 1749 | loss: 0.0312224 | val_loss: 0.0312185 | Time: 8450.32 ms
[2021-05-27 16:43:33 main:574] : INFO : Epoch 1750 | loss: 0.0312191 | val_loss: 0.0312238 | Time: 5949.85 ms
[2021-05-27 16:43:39 main:574] : INFO : Epoch 1751 | loss: 0.0312236 | val_loss: 0.0312234 | Time: 5328.88 ms
[2021-05-27 16:43:44 main:574] : INFO : Epoch 1752 | loss: 0.0312247 | val_loss: 0.031219 | Time: 5458.76 ms
[2021-05-27 16:43:50 main:574] : INFO : Epoch 1753 | loss: 0.0312228 | val_loss: 0.031225 | Time: 5410.08 ms
[2021-05-27 16:43:55 main:574] : INFO : Epoch 1754 | loss: 0.0312209 | val_loss: 0.0312186 | Time: 5312.36 ms
[2021-05-27 16:44:01 main:574] : INFO : Epoch 1755 | loss: 0.03122 | val_loss: 0.031224 | Time: 5286.44 ms
[2021-05-27 16:44:06 main:574] : INFO : Epoch 1756 | loss: 0.0312235 | val_loss: 0.0312193 | Time: 5432.82 ms
[2021-05-27 16:44:12 main:574] : INFO : Epoch 1757 | loss: 0.0312196 | val_loss: 0.0312181 | Time: 5358.6 ms
[2021-05-27 16:44:19 main:574] : INFO : Epoch 1758 | loss: 0.0312188 | val_loss: 0.0312171 | Time: 6590.81 ms
[2021-05-27 16:44:30 main:574] : INFO : Epoch 1759 | loss: 0.0312214 | val_loss: 0.0312188 | Time: 11378.8 ms
[2021-05-27 16:44:39 main:574] : INFO : Epoch 1760 | loss: 0.0312194 | val_loss: 0.0312177 | Time: 8616.1 ms
[2021-05-27 16:44:48 main:574] : INFO : Epoch 1761 | loss: 0.0312182 | val_loss: 0.0312175 | Time: 7968.08 ms
[2021-05-27 16:44:55 main:574] : INFO : Epoch 1762 | loss: 0.0312193 | val_loss: 0.0312251 | Time: 6951.48 ms
[2021-05-27 16:45:00 main:574] : INFO : Epoch 1763 | loss: 0.0312199 | val_loss: 0.0312165 | Time: 5314.46 ms
[2021-05-27 16:45:06 main:574] : INFO : Epoch 1764 | loss: 0.0312181 | val_loss: 0.0312209 | Time: 5307.13 ms
[2021-05-27 16:45:11 main:574] : INFO : Epoch 1765 | loss: 0.0312183 | val_loss: 0.0312165 | Time: 5394.89 ms
[2021-05-27 16:45:17 main:574] : INFO : Epoch 1766 | loss: 0.0312187 | val_loss: 0.0312204 | Time: 5303.01 ms
[2021-05-27 16:45:22 main:574] : INFO : Epoch 1767 | loss: 0.0312214 | val_loss: 0.0312211 | Time: 5284.19 ms
[2021-05-27 16:45:28 main:574] : INFO : Epoch 1768 | loss: 0.0312202 | val_loss: 0.0312166 | Time: 5278.14 ms
[2021-05-27 16:45:33 main:574] : INFO : Epoch 1769 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 5446.84 ms
[2021-05-27 16:45:39 main:574] : INFO : Epoch 1770 | loss: 0.0312194 | val_loss: 0.0312166 | Time: 5290.94 ms
[2021-05-27 16:45:44 main:574] : INFO : Epoch 1771 | loss: 0.0312205 | val_loss: 0.0312178 | Time: 5279.98 ms
[2021-05-27 16:45:50 main:574] : INFO : Epoch 1772 | loss: 0.0312178 | val_loss: 0.0312169 | Time: 5364.94 ms
[2021-05-27 16:45:55 main:574] : INFO : Epoch 1773 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 5485.6 ms
[2021-05-27 16:46:03 main:574] : INFO : Epoch 1774 | loss: 0.0312188 | val_loss: 0.0312163 | Time: 7099.83 ms
[2021-05-27 16:46:09 main:574] : INFO : Epoch 1775 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 5942.94 ms
[2021-05-27 16:46:16 main:574] : INFO : Epoch 1776 | loss: 0.0312204 | val_loss: 0.0312199 | Time: 6641.07 ms
[2021-05-27 16:46:23 main:574] : INFO : Epoch 1777 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 7012.39 ms
[2021-05-27 16:46:30 main:574] : INFO : Epoch 1778 | loss: 0.0312179 | val_loss: 0.0312175 | Time: 7377.62 ms
[2021-05-27 16:46:36 main:574] : INFO : Epoch 1779 | loss: 0.0312187 | val_loss: 0.031217 | Time: 5578.39 ms
[2021-05-27 16:46:41 main:574] : INFO : Epoch 1780 | loss: 0.0312184 | val_loss: 0.0312157 | Time: 5294.78 ms
[2021-05-27 16:46:47 main:574] : INFO : Epoch 1781 | loss: 0.0312184 | val_loss: 0.0312181 | Time: 5343.35 ms
[2021-05-27 16:46:52 main:574] : INFO : Epoch 1782 | loss: 0.0312195 | val_loss: 0.0312208 | Time: 5299.87 ms
[2021-05-27 16:46:58 main:574] : INFO : Epoch 1783 | loss: 0.0312208 | val_loss: 0.031217 | Time: 5325.81 ms
[2021-05-27 16:47:03 main:574] : INFO : Epoch 1784 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 5311.76 ms
[2021-05-27 16:47:10 main:574] : INFO : Epoch 1785 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 5265.55 ms
[2021-05-27 16:47:16 main:574] : INFO : Epoch 1786 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 5667.98 ms
[2021-05-27 16:47:21 main:574] : INFO : Epoch 1787 | loss: 0.031222 | val_loss: 0.0312186 | Time: 5502.98 ms
[2021-05-27 16:47:32 main:574] : INFO : Epoch 1788 | loss: 0.0312195 | val_loss: 0.0312209 | Time: 10937.6 ms
[2021-05-27 16:47:39 main:574] : INFO : Epoch 1789 | loss: 0.0312208 | val_loss: 0.0312239 | Time: 6133.49 ms
[2021-05-27 16:47:47 main:574] : INFO : Epoch 1790 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 8112.41 ms
[2021-05-27 16:47:53 main:574] : INFO : Epoch 1791 | loss: 0.0312202 | val_loss: 0.0312197 | Time: 5481.44 ms
[2021-05-27 16:47:58 main:574] : INFO : Epoch 1792 | loss: 0.0312196 | val_loss: 0.0312177 | Time: 5248.38 ms
[2021-05-27 16:48:04 main:574] : INFO : Epoch 1793 | loss: 0.0312175 | val_loss: 0.0312154 | Time: 5281.95 ms
[2021-05-27 16:48:09 main:574] : INFO : Epoch 1794 | loss: 0.0312211 | val_loss: 0.0312168 | Time: 5316.16 ms
[2021-05-27 16:48:15 main:574] : INFO : Epoch 1795 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 5273.21 ms
[2021-05-27 16:48:20 main:574] : INFO : Epoch 1796 | loss: 0.0312215 | val_loss: 0.0312215 | Time: 5340.32 ms
[2021-05-27 16:48:26 main:574] : INFO : Epoch 1797 | loss: 0.0312246 | val_loss: 0.03122 | Time: 5281.16 ms
[2021-05-27 16:48:31 main:574] : INFO : Epoch 1798 | loss: 0.0312241 | val_loss: 0.0312188 | Time: 5321.85 ms
[2021-05-27 16:48:37 main:574] : INFO : Epoch 1799 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 5346.3 ms
[2021-05-27 16:48:42 main:574] : INFO : Epoch 1800 | loss: 0.0312181 | val_loss: 0.031217 | Time: 5310.06 ms
[2021-05-27 16:48:48 main:574] : INFO : Epoch 1801 | loss: 0.0312186 | val_loss: 0.0312179 | Time: 5372.49 ms
[2021-05-27 16:48:53 main:574] : INFO : Epoch 1802 | loss: 0.0312182 | val_loss: 0.0312158 | Time: 5285.93 ms
[2021-05-27 16:48:59 main:574] : INFO : Epoch 1803 | loss: 0.0312176 | val_loss: 0.0312183 | Time: 5294.95 ms
[2021-05-27 16:49:04 main:574] : INFO : Epoch 1804 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 5337.78 ms
[2021-05-27 16:49:11 main:574] : INFO : Epoch 1805 | loss: 0.031219 | val_loss: 0.031216 | Time: 6377.46 ms
[2021-05-27 16:49:19 main:574] : INFO : Epoch 1806 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 7497.57 ms
[2021-05-27 16:49:26 main:574] : INFO : Epoch 1807 | loss: 0.031219 | val_loss: 0.0312201 | Time: 6724.69 ms
[2021-05-27 16:49:32 main:574] : INFO : Epoch 1808 | loss: 0.0312178 | val_loss: 0.0312164 | Time: 6174.16 ms
[2021-05-27 16:49:38 main:574] : INFO : Epoch 1809 | loss: 0.0312197 | val_loss: 0.0312162 | Time: 5692.6 ms
[2021-05-27 16:49:44 main:574] : INFO : Epoch 1810 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 5901.11 ms
[2021-05-27 16:49:53 main:574] : INFO : Epoch 1811 | loss: 0.0312175 | val_loss: 0.0312165 | Time: 8421.23 ms
[2021-05-27 16:49:59 main:574] : INFO : Epoch 1812 | loss: 0.0312182 | val_loss: 0.0312154 | Time: 6516.65 ms
[2021-05-27 16:50:05 main:574] : INFO : Epoch 1813 | loss: 0.0312172 | val_loss: 0.0312155 | Time: 5761.34 ms
[2021-05-27 16:50:12 main:574] : INFO : Epoch 1814 | loss: 0.0312173 | val_loss: 0.0312161 | Time: 6465.47 ms
[2021-05-27 16:50:20 main:574] : INFO : Epoch 1815 | loss: 0.0312198 | val_loss: 0.0312155 | Time: 7918.78 ms
[2021-05-27 16:50:27 main:574] : INFO : Epoch 1816 | loss: 0.0312201 | val_loss: 0.0312164 | Time: 6218.32 ms
[2021-05-27 16:50:32 main:574] : INFO : Epoch 1817 | loss: 0.031218 | val_loss: 0.0312159 | Time: 5471.9 ms
[2021-05-27 16:50:38 main:574] : INFO : Epoch 1818 | loss: 0.0312174 | val_loss: 0.0312164 | Time: 5312.59 ms
[2021-05-27 16:50:45 main:574] : INFO : Epoch 1819 | loss: 0.0312168 | val_loss: 0.0312154 | Time: 5329.29 ms
[2021-05-27 16:50:51 main:574] : INFO : Epoch 1820 | loss: 0.0312193 | val_loss: 0.0312198 | Time: 5352.93 ms
[2021-05-27 16:50:57 main:574] : INFO : Epoch 1821 | loss: 0.0312189 | val_loss: 0.0312152 | Time: 5403.81 ms
[2021-05-27 16:51:02 main:574] : INFO : Epoch 1822 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 5277.3 ms
[2021-05-27 16:51:08 main:574] : INFO : Epoch 1823 | loss: 0.0312182 | val_loss: 0.0312198 | Time: 5267.93 ms
[2021-05-27 16:51:14 main:574] : INFO : Epoch 1824 | loss: 0.0312198 | val_loss: 0.0312155 | Time: 5298.76 ms
[2021-05-27 16:51:19 main:574] : INFO : Epoch 1825 | loss: 0.0312185 | val_loss: 0.0312206 | Time: 5360.46 ms
[2021-05-27 16:51:25 main:574] : INFO : Epoch 1826 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 5345.25 ms
[2021-05-27 16:51:30 main:574] : INFO : Epoch 1827 | loss: 0.0312169 | val_loss: 0.0312156 | Time: 5286.23 ms
[2021-05-27 16:51:37 main:574] : INFO : Epoch 1828 | loss: 0.0312189 | val_loss: 0.031217 | Time: 5353.52 ms
[2021-05-27 16:51:42 main:574] : INFO : Epoch 1829 | loss: 0.0312177 | val_loss: 0.0312185 | Time: 5218.91 ms
[2021-05-27 16:51:48 main:574] : INFO : Epoch 1830 | loss: 0.0312175 | val_loss: 0.0312154 | Time: 5329.3 ms
[2021-05-27 16:51:53 main:574] : INFO : Epoch 1831 | loss: 0.0312181 | val_loss: 0.0312152 | Time: 5234.75 ms
[2021-05-27 16:51:59 main:574] : INFO : Epoch 1832 | loss: 0.0312174 | val_loss: 0.0312157 | Time: 5279.05 ms
[2021-05-27 16:52:04 main:574] : INFO : Epoch 1833 | loss: 0.0312173 | val_loss: 0.0312175 | Time: 5299.57 ms
[2021-05-27 16:52:10 main:574] : INFO : Epoch 1834 | loss: 0.0312184 | val_loss: 0.03122 | Time: 5489.82 ms
[2021-05-27 16:52:18 main:574] : INFO : Epoch 1835 | loss: 0.0312183 | val_loss: 0.0312158 | Time: 7261.26 ms
[2021-05-27 16:52:25 main:574] : INFO : Epoch 1836 | loss: 0.031221 | val_loss: 0.0312235 | Time: 7233.11 ms
[2021-05-27 16:52:32 main:574] : INFO : Epoch 1837 | loss: 0.0312243 | val_loss: 0.0312186 | Time: 6312.87 ms
[2021-05-27 16:52:37 main:574] : INFO : Epoch 1838 | loss: 0.0312175 | val_loss: 0.0312152 | Time: 5658.95 ms
[2021-05-27 16:52:45 main:574] : INFO : Epoch 1839 | loss: 0.031217 | val_loss: 0.0312218 | Time: 7577.91 ms
[2021-05-27 16:52:51 main:574] : INFO : Epoch 1840 | loss: 0.0312171 | val_loss: 0.031215 | Time: 5743.22 ms
[2021-05-27 16:52:59 main:574] : INFO : Epoch 1841 | loss: 0.0312175 | val_loss: 0.0312144 | Time: 8239.65 ms
[2021-05-27 16:53:06 main:574] : INFO : Epoch 1842 | loss: 0.0312174 | val_loss: 0.031216 | Time: 5979.04 ms
[2021-05-27 16:53:15 main:574] : INFO : Epoch 1843 | loss: 0.0312215 | val_loss: 0.0312287 | Time: 8829.82 ms
[2021-05-27 16:53:23 main:574] : INFO : Epoch 1844 | loss: 0.031221 | val_loss: 0.0312158 | Time: 7445.01 ms
[2021-05-27 16:53:29 main:574] : INFO : Epoch 1845 | loss: 0.031217 | val_loss: 0.0312174 | Time: 5887.59 ms
[2021-05-27 16:53:35 main:574] : INFO : Epoch 1846 | loss: 0.0312171 | val_loss: 0.0312175 | Time: 5897.89 ms
[2021-05-27 16:53:41 main:574] : INFO : Epoch 1847 | loss: 0.0312193 | val_loss: 0.0312246 | Time: 5748.83 ms
[2021-05-27 16:53:47 main:574] : INFO : Epoch 1848 | loss: 0.0312218 | val_loss: 0.0312164 | Time: 5865.21 ms
[2021-05-27 16:53:54 main:574] : INFO : Epoch 1849 | loss: 0.0312173 | val_loss: 0.0312148 | Time: 6823.9 ms
[2021-05-27 16:54:01 main:574] : INFO : Epoch 1850 | loss: 0.0312176 | val_loss: 0.0312159 | Time: 6467.35 ms
[2021-05-27 16:54:09 main:574] : INFO : Epoch 1851 | loss: 0.03122 | val_loss: 0.0312196 | Time: 8056.89 ms
[2021-05-27 16:54:16 main:574] : INFO : Epoch 1852 | loss: 0.0312182 | val_loss: 0.0312147 | Time: 6824.17 ms
[2021-05-27 16:54:25 main:574] : INFO : Epoch 1853 | loss: 0.0312166 | val_loss: 0.0312157 | Time: 8450.88 ms
[2021-05-27 16:54:34 main:574] : INFO : Epoch 1854 | loss: 0.0312179 | val_loss: 0.0312178 | Time: 8127.81 ms
[2021-05-27 16:54:45 main:574] : INFO : Epoch 1855 | loss: 0.0312168 | val_loss: 0.0312141 | Time: 11016.6 ms
[2021-05-27 16:54:51 main:574] : INFO : Epoch 1856 | loss: 0.0312172 | val_loss: 0.0312158 | Time: 5767.49 ms
[2021-05-27 16:54:57 main:574] : INFO : Epoch 1857 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 5334.1 ms
[2021-05-27 16:55:03 main:574] : INFO : Epoch 1858 | loss: 0.031218 | val_loss: 0.0312187 | Time: 5272 ms
[2021-05-27 16:55:09 main:574] : INFO : Epoch 1859 | loss: 0.0312187 | val_loss: 0.0312167 | Time: 6402.27 ms
[2021-05-27 16:55:15 main:574] : INFO : Epoch 1860 | loss: 0.0312264 | val_loss: 0.0312215 | Time: 5794.9 ms
[2021-05-27 16:55:22 main:574] : INFO : Epoch 1861 | loss: 0.031218 | val_loss: 0.0312183 | Time: 6321.65 ms
[2021-05-27 16:55:28 main:574] : INFO : Epoch 1862 | loss: 0.0312167 | val_loss: 0.0312143 | Time: 5719.13 ms
[2021-05-27 16:55:37 main:574] : INFO : Epoch 1863 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 9622.91 ms
[2021-05-27 16:55:46 main:574] : INFO : Epoch 1864 | loss: 0.0312172 | val_loss: 0.0312154 | Time: 8099.43 ms
[2021-05-27 16:56:01 main:574] : INFO : Epoch 1865 | loss: 0.0312166 | val_loss: 0.0312144 | Time: 15036.8 ms
[2021-05-27 16:56:10 main:574] : INFO : Epoch 1866 | loss: 0.0312168 | val_loss: 0.031215 | Time: 8781.34 ms
[2021-05-27 16:56:24 main:574] : INFO : Epoch 1867 | loss: 0.0312171 | val_loss: 0.0312143 | Time: 12736.3 ms
[2021-05-27 16:56:33 main:574] : INFO : Epoch 1868 | loss: 0.0312175 | val_loss: 0.0312153 | Time: 8935.02 ms
[2021-05-27 16:56:42 main:574] : INFO : Epoch 1869 | loss: 0.031219 | val_loss: 0.0312146 | Time: 8721.55 ms
[2021-05-27 16:56:51 main:574] : INFO : Epoch 1870 | loss: 0.0312183 | val_loss: 0.0312174 | Time: 8585.53 ms
[2021-05-27 16:57:00 main:574] : INFO : Epoch 1871 | loss: 0.0312173 | val_loss: 0.0312142 | Time: 9101.38 ms
[2021-05-27 16:57:08 main:574] : INFO : Epoch 1872 | loss: 0.0312187 | val_loss: 0.0312147 | Time: 8163.4 ms
[2021-05-27 16:57:18 main:574] : INFO : Epoch 1873 | loss: 0.0312163 | val_loss: 0.0312145 | Time: 9330.86 ms
[2021-05-27 16:57:27 main:574] : INFO : Epoch 1874 | loss: 0.0312173 | val_loss: 0.0312153 | Time: 8741.82 ms
[2021-05-27 16:57:36 main:574] : INFO : Epoch 1875 | loss: 0.0312178 | val_loss: 0.031216 | Time: 8839.54 ms
[2021-05-27 16:57:45 main:574] : INFO : Epoch 1876 | loss: 0.0312169 | val_loss: 0.0312152 | Time: 8910.23 ms
[2021-05-27 16:57:54 main:574] : INFO : Epoch 1877 | loss: 0.0312173 | val_loss: 0.0312151 | Time: 8840.42 ms
[2021-05-27 16:58:04 main:574] : INFO : Epoch 1878 | loss: 0.0312195 | val_loss: 0.0312166 | Time: 8186.56 ms
[2021-05-27 16:58:13 main:574] : INFO : Epoch 1879 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 8718.98 ms
[2021-05-27 16:58:25 main:574] : INFO : Epoch 1880 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 10984.2 ms
[2021-05-27 16:58:34 main:574] : INFO : Epoch 1881 | loss: 0.031218 | val_loss: 0.031215 | Time: 8601.11 ms
[2021-05-27 16:58:42 main:574] : INFO : Epoch 1882 | loss: 0.0312174 | val_loss: 0.0312145 | Time: 7949.18 ms
[2021-05-27 16:58:58 main:574] : INFO : Epoch 1883 | loss: 0.0312179 | val_loss: 0.0312142 | Time: 15709.9 ms
[2021-05-27 16:59:09 main:574] : INFO : Epoch 1884 | loss: 0.0312166 | val_loss: 0.0312143 | Time: 10254.3 ms
[2021-05-27 16:59:17 main:574] : INFO : Epoch 1885 | loss: 0.0312158 | val_loss: 0.0312142 | Time: 7486.64 ms
[2021-05-27 16:59:24 main:574] : INFO : Epoch 1886 | loss: 0.0312169 | val_loss: 0.0312162 | Time: 6773.94 ms
[2021-05-27 16:59:33 main:574] : INFO : Epoch 1887 | loss: 0.0312176 | val_loss: 0.0312143 | Time: 8400.44 ms
[2021-05-27 16:59:45 main:574] : INFO : Epoch 1888 | loss: 0.031217 | val_loss: 0.0312148 | Time: 10694 ms
[2021-05-27 16:59:52 main:574] : INFO : Epoch 1889 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 6165.58 ms
[2021-05-27 16:59:58 main:574] : INFO : Epoch 1890 | loss: 0.0312175 | val_loss: 0.0312157 | Time: 5505.46 ms
[2021-05-27 17:00:04 main:574] : INFO : Epoch 1891 | loss: 0.031217 | val_loss: 0.0312159 | Time: 5690.69 ms
[2021-05-27 17:00:10 main:574] : INFO : Epoch 1892 | loss: 0.0312163 | val_loss: 0.0312139 | Time: 6302.69 ms
[2021-05-27 17:00:17 main:574] : INFO : Epoch 1893 | loss: 0.0312185 | val_loss: 0.0312147 | Time: 5390.09 ms
[2021-05-27 17:00:23 main:574] : INFO : Epoch 1894 | loss: 0.0312178 | val_loss: 0.0312176 | Time: 5532.11 ms
[2021-05-27 17:00:29 main:574] : INFO : Epoch 1895 | loss: 0.0312212 | val_loss: 0.0312156 | Time: 5356.49 ms
[2021-05-27 17:00:39 main:574] : INFO : Epoch 1896 | loss: 0.0312182 | val_loss: 0.0312206 | Time: 9741.82 ms
[2021-05-27 17:00:45 main:574] : INFO : Epoch 1897 | loss: 0.0312187 | val_loss: 0.0312147 | Time: 6106.41 ms
[2021-05-27 17:00:51 main:574] : INFO : Epoch 1898 | loss: 0.0312165 | val_loss: 0.0312138 | Time: 5314.81 ms
[2021-05-27 17:00:57 main:574] : INFO : Epoch 1899 | loss: 0.0312161 | val_loss: 0.0312134 | Time: 5271.19 ms
[2021-05-27 17:01:02 main:574] : INFO : Epoch 1900 | loss: 0.0312164 | val_loss: 0.0312136 | Time: 5299.42 ms
[2021-05-27 17:01:07 main:574] : INFO : Epoch 1901 | loss: 0.0312182 | val_loss: 0.0312211 | Time: 5325.12 ms
[2021-05-27 17:01:13 main:574] : INFO : Epoch 1902 | loss: 0.0312184 | val_loss: 0.0312227 | Time: 5412.87 ms
[2021-05-27 17:01:19 main:574] : INFO : Epoch 1903 | loss: 0.0312198 | val_loss: 0.0312154 | Time: 5312.17 ms
[2021-05-27 17:01:24 main:574] : INFO : Epoch 1904 | loss: 0.0312173 | val_loss: 0.0312162 | Time: 5324.44 ms
[2021-05-27 17:01:31 main:574] : INFO : Epoch 1905 | loss: 0.0312163 | val_loss: 0.0312168 | Time: 5835.27 ms
[2021-05-27 17:01:36 main:574] : INFO : Epoch 1906 | loss: 0.0312176 | val_loss: 0.0312145 | Time: 5327.43 ms
[2021-05-27 17:01:42 main:574] : INFO : Epoch 1907 | loss: 0.0312163 | val_loss: 0.0312136 | Time: 5636.47 ms
[2021-05-27 17:01:48 main:574] : INFO : Epoch 1908 | loss: 0.0312153 | val_loss: 0.0312144 | Time: 5449.75 ms
[2021-05-27 17:01:53 main:574] : INFO : Epoch 1909 | loss: 0.031216 | val_loss: 0.031214 | Time: 5408.09 ms
[2021-05-27 17:02:00 main:574] : INFO : Epoch 1910 | loss: 0.031216 | val_loss: 0.0312137 | Time: 6367.62 ms
[2021-05-27 17:02:06 main:574] : INFO : Epoch 1911 | loss: 0.0312167 | val_loss: 0.0312151 | Time: 5323.66 ms
[2021-05-27 17:02:11 main:574] : INFO : Epoch 1912 | loss: 0.0312174 | val_loss: 0.0312145 | Time: 5287.32 ms
[2021-05-27 17:02:18 main:574] : INFO : Epoch 1913 | loss: 0.0312166 | val_loss: 0.0312137 | Time: 6663.17 ms
[2021-05-27 17:02:28 main:574] : INFO : Epoch 1914 | loss: 0.0312149 | val_loss: 0.031214 | Time: 7719.94 ms
[2021-05-27 17:02:36 main:574] : INFO : Epoch 1915 | loss: 0.0312184 | val_loss: 0.0312153 | Time: 5937.43 ms
[2021-05-27 17:02:42 main:574] : INFO : Epoch 1916 | loss: 0.0312203 | val_loss: 0.031215 | Time: 5751.45 ms
[2021-05-27 17:02:49 main:574] : INFO : Epoch 1917 | loss: 0.0312157 | val_loss: 0.0312133 | Time: 6076.11 ms
[2021-05-27 17:02:55 main:574] : INFO : Epoch 1918 | loss: 0.0312178 | val_loss: 0.0312144 | Time: 5315.23 ms
[2021-05-27 17:03:00 main:574] : INFO : Epoch 1919 | loss: 0.0312192 | val_loss: 0.0312163 | Time: 5300.29 ms
[2021-05-27 17:03:06 main:574] : INFO : Epoch 1920 | loss: 0.0312195 | val_loss: 0.031214 | Time: 5409.99 ms
[2021-05-27 17:03:11 main:574] : INFO : Epoch 1921 | loss: 0.0312178 | val_loss: 0.0312146 | Time: 5276.66 ms
[2021-05-27 17:03:17 main:574] : INFO : Epoch 1922 | loss: 0.0312161 | val_loss: 0.0312141 | Time: 5328.79 ms
[2021-05-27 17:03:22 main:574] : INFO : Epoch 1923 | loss: 0.0312165 | val_loss: 0.0312138 | Time: 5293.51 ms
[2021-05-27 17:03:28 main:574] : INFO : Epoch 1924 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 5405.22 ms
[2021-05-27 17:03:33 main:574] : INFO : Epoch 1925 | loss: 0.0312179 | val_loss: 0.0312149 | Time: 5333.29 ms
[2021-05-27 17:03:39 main:574] : INFO : Epoch 1926 | loss: 0.0312166 | val_loss: 0.0312149 | Time: 5345.73 ms
[2021-05-27 17:03:45 main:574] : INFO : Epoch 1927 | loss: 0.0312172 | val_loss: 0.0312148 | Time: 5375.67 ms
[2021-05-27 17:03:51 main:574] : INFO : Epoch 1928 | loss: 0.0312152 | val_loss: 0.0312132 | Time: 5309.29 ms
[2021-05-27 17:03:57 main:574] : INFO : Epoch 1929 | loss: 0.0312163 | val_loss: 0.0312149 | Time: 5294.86 ms
[2021-05-27 17:04:02 main:574] : INFO : Epoch 1930 | loss: 0.031216 | val_loss: 0.0312132 | Time: 5337.85 ms
[2021-05-27 17:04:08 main:574] : INFO : Epoch 1931 | loss: 0.0312151 | val_loss: 0.0312125 | Time: 5289.48 ms
[2021-05-27 17:04:13 main:574] : INFO : Epoch 1932 | loss: 0.0312158 | val_loss: 0.031213 | Time: 5312.39 ms
[2021-05-27 17:04:19 main:574] : INFO : Epoch 1933 | loss: 0.0312147 | val_loss: 0.0312129 | Time: 5348.55 ms
[2021-05-27 17:04:24 main:574] : INFO : Epoch 1934 | loss: 0.0312164 | val_loss: 0.0312191 | Time: 5440.62 ms
[2021-05-27 17:04:30 main:574] : INFO : Epoch 1935 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 5207.32 ms
[2021-05-27 17:04:35 main:574] : INFO : Epoch 1936 | loss: 0.0312184 | val_loss: 0.0312135 | Time: 5402.83 ms
[2021-05-27 17:04:41 main:574] : INFO : Epoch 1937 | loss: 0.0312161 | val_loss: 0.0312129 | Time: 5482.99 ms
[2021-05-27 17:04:47 main:574] : INFO : Epoch 1938 | loss: 0.031216 | val_loss: 0.0312139 | Time: 5383.11 ms
[2021-05-27 17:04:52 main:574] : INFO : Epoch 1939 | loss: 0.0312166 | val_loss: 0.0312127 | Time: 5318.69 ms
[2021-05-27 17:04:58 main:574] : INFO : Epoch 1940 | loss: 0.031215 | val_loss: 0.0312144 | Time: 5304.78 ms
[2021-05-27 17:05:03 main:574] : INFO : Epoch 1941 | loss: 0.031215 | val_loss: 0.031213 | Time: 5377.75 ms
[2021-05-27 17:05:09 main:574] : INFO : Epoch 1942 | loss: 0.0312156 | val_loss: 0.0312138 | Time: 5377.62 ms
[2021-05-27 17:05:14 main:574] : INFO : Epoch 1943 | loss: 0.0312156 | val_loss: 0.0312125 | Time: 5550.71 ms
[2021-05-27 17:05:20 main:574] : INFO : Epoch 1944 | loss: 0.0312163 | val_loss: 0.0312194 | Time: 5309.42 ms
[2021-05-27 17:05:25 main:574] : INFO : Epoch 1945 | loss: 0.031216 | val_loss: 0.0312156 | Time: 5351.35 ms
[2021-05-27 17:05:31 main:574] : INFO : Epoch 1946 | loss: 0.0312155 | val_loss: 0.031213 | Time: 5386.56 ms
[2021-05-27 17:05:37 main:574] : INFO : Epoch 1947 | loss: 0.0312165 | val_loss: 0.0312131 | Time: 5317.97 ms
[2021-05-27 17:05:42 main:574] : INFO : Epoch 1948 | loss: 0.0312185 | val_loss: 0.031215 | Time: 5402.47 ms
[2021-05-27 17:05:48 main:574] : INFO : Epoch 1949 | loss: 0.0312165 | val_loss: 0.031218 | Time: 5306.05 ms
[2021-05-27 17:05:53 main:574] : INFO : Epoch 1950 | loss: 0.0312181 | val_loss: 0.0312144 | Time: 5413.72 ms
[2021-05-27 17:05:59 main:574] : INFO : Epoch 1951 | loss: 0.0312163 | val_loss: 0.0312154 | Time: 5293.89 ms
[2021-05-27 17:06:04 main:574] : INFO : Epoch 1952 | loss: 0.0312188 | val_loss: 0.0312168 | Time: 5390.83 ms
[2021-05-27 17:06:10 main:574] : INFO : Epoch 1953 | loss: 0.0312162 | val_loss: 0.0312141 | Time: 5324.77 ms
[2021-05-27 17:06:16 main:574] : INFO : Epoch 1954 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 5355.2 ms
[2021-05-27 17:06:21 main:574] : INFO : Epoch 1955 | loss: 0.0312169 | val_loss: 0.0312135 | Time: 5352.53 ms
[2021-05-27 17:06:27 main:574] : INFO : Epoch 1956 | loss: 0.0312163 | val_loss: 0.0312137 | Time: 5324.92 ms
[2021-05-27 17:06:32 main:574] : INFO : Epoch 1957 | loss: 0.0312175 | val_loss: 0.0312129 | Time: 5494.99 ms
[2021-05-27 17:06:38 main:574] : INFO : Epoch 1958 | loss: 0.0312162 | val_loss: 0.0312121 | Time: 5272.51 ms
[2021-05-27 17:06:43 main:574] : INFO : Epoch 1959 | loss: 0.0312167 | val_loss: 0.0312156 | Time: 5306.11 ms
[2021-05-27 17:06:50 main:574] : INFO : Epoch 1960 | loss: 0.0312157 | val_loss: 0.0312155 | Time: 5291.74 ms
[2021-05-27 17:06:56 main:574] : INFO : Epoch 1961 | loss: 0.031215 | val_loss: 0.0312133 | Time: 5240.56 ms
[2021-05-27 17:07:01 main:574] : INFO : Epoch 1962 | loss: 0.0312177 | val_loss: 0.0312136 | Time: 5289.3 ms
[2021-05-27 17:07:07 main:574] : INFO : Epoch 1963 | loss: 0.0312167 | val_loss: 0.0312229 | Time: 5402.79 ms
[2021-05-27 17:07:12 main:574] : INFO : Epoch 1964 | loss: 0.0312184 | val_loss: 0.0312175 | Time: 5337.45 ms
[2021-05-27 17:07:18 main:574] : INFO : Epoch 1965 | loss: 0.0312157 | val_loss: 0.0312124 | Time: 5465.1 ms
[2021-05-27 17:07:23 main:574] : INFO : Epoch 1966 | loss: 0.0312201 | val_loss: 0.0312234 | Time: 5293.25 ms
[2021-05-27 17:07:29 main:574] : INFO : Epoch 1967 | loss: 0.031217 | val_loss: 0.0312152 | Time: 5324.37 ms
[2021-05-27 17:07:34 main:574] : INFO : Epoch 1968 | loss: 0.031215 | val_loss: 0.0312125 | Time: 5285.21 ms
[2021-05-27 17:07:40 main:574] : INFO : Epoch 1969 | loss: 0.0312145 | val_loss: 0.0312117 | Time: 5329.32 ms
[2021-05-27 17:07:45 main:574] : INFO : Epoch 1970 | loss: 0.0312153 | val_loss: 0.031212 | Time: 5352.39 ms
[2021-05-27 17:07:51 main:574] : INFO : Epoch 1971 | loss: 0.031215 | val_loss: 0.0312132 | Time: 5294.76 ms
[2021-05-27 17:07:57 main:574] : INFO : Epoch 1972 | loss: 0.0312147 | val_loss: 0.0312118 | Time: 5574.27 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX)
[2021-05-28 10:02:48 main:435] : INFO : Set logging level to 1
[2021-05-28 10:02:49 main:441] : INFO : Running in BOINC Client mode
[2021-05-28 10:02:50 main:444] : INFO : Resolving all filenames
[2021-05-28 10:02:51 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-05-28 10:02:53 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619581941-6665-3_0_r776941375_1 (exists = 1)
[2021-05-28 10:02:53 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619581941-6665-3_0_r776941375_0 (exists = 0)
[2021-05-28 10:02:54 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619581941-6665-3 (exists = 1)
[2021-05-28 10:02:56 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-05-28 10:02:57 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-05-28 10:02:57 main:474] : INFO : Configuration:
[2021-05-28 10:02:58 main:475] : INFO : Model type: GRU
[2021-05-28 10:02:58 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-05-28 10:02:58 main:477] : INFO : Max Epochs: 2048
[2021-05-28 10:02:58 main:478] : INFO : Batch Size: 128
[2021-05-28 10:02:58 main:479] : INFO : Learning Rate: 0.01
[2021-05-28 10:02:58 main:480] : INFO : Patience: 10
[2021-05-28 10:02:59 main:481] : INFO : Hidden Width: 12
[2021-05-28 10:02:59 main:482] : INFO : # Recurrent Layers: 4
[2021-05-28 10:02:59 main:483] : INFO : # Backend Layers: 4
[2021-05-28 10:03:00 main:484] : INFO : # Threads: 1
[2021-05-28 10:03:00 main:486] : INFO : Preparing Dataset
[2021-05-28 10:03:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-28 10:03:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-28 10:03:12 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-05-28 10:03:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-28 10:03:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-05-28 10:03:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-05-28 10:03:13 main:494] : INFO : Creating Model
[2021-05-28 10:03:13 main:507] : INFO : Preparing config file
[2021-05-28 10:03:14 main:511] : INFO : Found checkpoint, attempting to load...
[2021-05-28 10:03:14 main:512] : INFO : Loading config
[2021-05-28 10:03:14 main:514] : INFO : Loading state
[2021-05-28 10:03:19 main:559] : INFO : Loading DataLoader into Memory
[2021-05-28 10:03:19 main:562] : INFO : Starting Training
[2021-05-28 10:03:26 main:574] : INFO : Epoch 1965 | loss: 0.0312837 | val_loss: 0.0312309 | Time: 6715.18 ms
[2021-05-28 10:03:32 main:574] : INFO : Epoch 1966 | loss: 0.0312214 | val_loss: 0.0312105 | Time: 5655.79 ms
[2021-05-28 10:03:39 main:574] : INFO : Epoch 1967 | loss: 0.0312096 | val_loss: 0.0312042 | Time: 5995.73 ms
[2021-05-28 10:03:44 main:574] : INFO : Epoch 1968 | loss: 0.0312041 | val_loss: 0.0312015 | Time: 5689.83 ms
[2021-05-28 10:03:50 main:574] : INFO : Epoch 1969 | loss: 0.0312004 | val_loss: 0.0311977 | Time: 5436.51 ms
[2021-05-28 10:03:56 main:574] : INFO : Epoch 1970 | loss: 0.0311974 | val_loss: 0.031195 | Time: 5548.67 ms
[2021-05-28 10:04:02 main:574] : INFO : Epoch 1971 | loss: 0.0311948 | val_loss: 0.0311915 | Time: 5378.85 ms
[2021-05-28 10:04:07 main:574] : INFO : Epoch 1972 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 5501.35 ms
[2021-05-28 10:04:13 main:574] : INFO : Epoch 1973 | loss: 0.0311944 | val_loss: 0.031195 | Time: 5331.14 ms
[2021-05-28 10:04:18 main:574] : INFO : Epoch 1974 | loss: 0.0311987 | val_loss: 0.0311942 | Time: 5372.61 ms
[2021-05-28 10:04:24 main:574] : INFO : Epoch 1975 | loss: 0.0311922 | val_loss: 0.0311895 | Time: 5328.66 ms
[2021-05-28 10:04:29 main:574] : INFO : Epoch 1976 | loss: 0.0311922 | val_loss: 0.0311946 | Time: 5358.92 ms
[2021-05-28 10:04:35 main:574] : INFO : Epoch 1977 | loss: 0.0311925 | val_loss: 0.0311887 | Time: 5311.63 ms
[2021-05-28 10:04:41 main:574] : INFO : Epoch 1978 | loss: 0.0311901 | val_loss: 0.0311889 | Time: 5348.03 ms
[2021-05-28 10:04:46 main:574] : INFO : Epoch 1979 | loss: 0.0311892 | val_loss: 0.0311871 | Time: 5353.19 ms
[2021-05-28 10:04:52 main:574] : INFO : Epoch 1980 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 5370.49 ms
[2021-05-28 10:04:57 main:574] : INFO : Epoch 1981 | loss: 0.0311904 | val_loss: 0.0312021 | Time: 5443.23 ms
[2021-05-28 10:05:03 main:574] : INFO : Epoch 1982 | loss: 0.0311939 | val_loss: 0.0311857 | Time: 5335.01 ms
[2021-05-28 10:05:09 main:574] : INFO : Epoch 1983 | loss: 0.0311872 | val_loss: 0.0311856 | Time: 5339.65 ms
[2021-05-28 10:05:14 main:574] : INFO : Epoch 1984 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 5373.97 ms
[2021-05-28 10:05:20 main:574] : INFO : Epoch 1985 | loss: 0.0311889 | val_loss: 0.0311861 | Time: 5346.25 ms
[2021-05-28 10:05:25 main:574] : INFO : Epoch 1986 | loss: 0.0311866 | val_loss: 0.0311839 | Time: 5299.2 ms
[2021-05-28 10:05:31 main:574] : INFO : Epoch 1987 | loss: 0.0311851 | val_loss: 0.0311835 | Time: 5343.74 ms
[2021-05-28 10:05:40 main:574] : INFO : Epoch 1988 | loss: 0.0311831 | val_loss: 0.0311833 | Time: 8668.36 ms
[2021-05-28 10:05:46 main:574] : INFO : Epoch 1989 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 5997.67 ms
[2021-05-28 10:05:57 main:574] : INFO : Epoch 1990 | loss: 0.0311848 | val_loss: 0.031181 | Time: 10119.4 ms
[2021-05-28 10:06:05 main:574] : INFO : Epoch 1991 | loss: 0.0311824 | val_loss: 0.0311819 | Time: 6115.55 ms
[2021-05-28 10:06:12 main:574] : INFO : Epoch 1992 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 5929.05 ms
[2021-05-28 10:06:18 main:574] : INFO : Epoch 1993 | loss: 0.0311877 | val_loss: 0.0311874 | Time: 5633.89 ms
[2021-05-28 10:06:25 main:574] : INFO : Epoch 1994 | loss: 0.0311851 | val_loss: 0.0311846 | Time: 7222.22 ms
[2021-05-28 10:06:33 main:574] : INFO : Epoch 1995 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 7128.24 ms
[2021-05-28 10:06:39 main:574] : INFO : Epoch 1996 | loss: 0.0311897 | val_loss: 0.0311929 | Time: 6440.26 ms
[2021-05-28 10:06:46 main:574] : INFO : Epoch 1997 | loss: 0.0311903 | val_loss: 0.0311859 | Time: 6196.16 ms
[2021-05-28 10:06:53 main:574] : INFO : Epoch 1998 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 6270.11 ms
[2021-05-28 10:06:59 main:574] : INFO : Epoch 1999 | loss: 0.0311866 | val_loss: 0.0311831 | Time: 5714.36 ms
[2021-05-28 10:07:04 main:574] : INFO : Epoch 2000 | loss: 0.0311851 | val_loss: 0.0311845 | Time: 5458.84 ms
[2021-05-28 10:07:10 main:574] : INFO : Epoch 2001 | loss: 0.031183 | val_loss: 0.0311816 | Time: 5492.72 ms
[2021-05-28 10:07:16 main:574] : INFO : Epoch 2002 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 5638.93 ms
[2021-05-28 10:07:22 main:574] : INFO : Epoch 2003 | loss: 0.0311889 | val_loss: 0.0311791 | Time: 5779.22 ms
[2021-05-28 10:07:29 main:574] : INFO : Epoch 2004 | loss: 0.0311827 | val_loss: 0.0311815 | Time: 6278.59 ms
[2021-05-28 10:07:36 main:574] : INFO : Epoch 2005 | loss: 0.0311801 | val_loss: 0.0311802 | Time: 5550.03 ms
[2021-05-28 10:07:42 main:574] : INFO : Epoch 2006 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 5627.55 ms
[2021-05-28 10:07:50 main:574] : INFO : Epoch 2007 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 7376.37 ms
[2021-05-28 10:07:59 main:574] : INFO : Epoch 2008 | loss: 0.0311777 | val_loss: 0.0311748 | Time: 6496.77 ms
[2021-05-28 10:08:05 main:574] : INFO : Epoch 2009 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 5876.54 ms
[2021-05-28 10:08:12 main:574] : INFO : Epoch 2010 | loss: 0.031174 | val_loss: 0.0311814 | Time: 6287.28 ms
[2021-05-28 10:08:18 main:574] : INFO : Epoch 2011 | loss: 0.0311772 | val_loss: 0.0311744 | Time: 6205.01 ms
[2021-05-28 10:08:24 main:574] : INFO : Epoch 2012 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 5724.39 ms
[2021-05-28 10:08:30 main:574] : INFO : Epoch 2013 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 5933.53 ms
[2021-05-28 10:08:37 main:574] : INFO : Epoch 2014 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 6411.49 ms
[2021-05-28 10:08:43 main:574] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311768 | Time: 5707.3 ms
[2021-05-28 10:08:50 main:574] : INFO : Epoch 2016 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 6507.22 ms
[2021-05-28 10:08:56 main:574] : INFO : Epoch 2017 | loss: 0.0311768 | val_loss: 0.0311766 | Time: 5770.8 ms
[2021-05-28 10:09:02 main:574] : INFO : Epoch 2018 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 5446.87 ms
[2021-05-28 10:09:08 main:574] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.031183 | Time: 5475.02 ms
[2021-05-28 10:09:14 main:574] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311788 | Time: 5259.33 ms
[2021-05-28 10:09:20 main:574] : INFO : Epoch 2021 | loss: 0.0311809 | val_loss: 0.0311761 | Time: 5294.67 ms
[2021-05-28 10:09:26 main:574] : INFO : Epoch 2022 | loss: 0.0311788 | val_loss: 0.0311764 | Time: 5376.08 ms
[2021-05-28 10:09:32 main:574] : INFO : Epoch 2023 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 5350.49 ms
[2021-05-28 10:09:37 main:574] : INFO : Epoch 2024 | loss: 0.0311801 | val_loss: 0.031184 | Time: 5415.95 ms
[2021-05-28 10:09:43 main:574] : INFO : Epoch 2025 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 5301.9 ms
[2021-05-28 10:09:49 main:574] : INFO : Epoch 2026 | loss: 0.0311759 | val_loss: 0.0311766 | Time: 5358.19 ms
[2021-05-28 10:09:54 main:574] : INFO : Epoch 2027 | loss: 0.031175 | val_loss: 0.0311782 | Time: 5308.23 ms
[2021-05-28 10:10:00 main:574] : INFO : Epoch 2028 | loss: 0.031176 | val_loss: 0.0311766 | Time: 5426.14 ms
[2021-05-28 10:10:06 main:574] : INFO : Epoch 2029 | loss: 0.0311848 | val_loss: 0.0311883 | Time: 5466.06 ms
[2021-05-28 10:10:11 main:574] : INFO : Epoch 2030 | loss: 0.0311851 | val_loss: 0.0311785 | Time: 5597.32 ms
[2021-05-28 10:10:17 main:574] : INFO : Epoch 2031 | loss: 0.0311826 | val_loss: 0.0311783 | Time: 5386.59 ms
[2021-05-28 10:10:23 main:574] : INFO : Epoch 2032 | loss: 0.0311765 | val_loss: 0.0311717 | Time: 5535.57 ms
[2021-05-28 10:10:30 main:574] : INFO : Epoch 2033 | loss: 0.0311764 | val_loss: 0.0311737 | Time: 6967.25 ms
[2021-05-28 10:10:36 main:574] : INFO : Epoch 2034 | loss: 0.0311738 | val_loss: 0.031171 | Time: 5556.17 ms
[2021-05-28 10:10:41 main:574] : INFO : Epoch 2035 | loss: 0.0311722 | val_loss: 0.0311702 | Time: 5589.2 ms
[2021-05-28 10:10:47 main:574] : INFO : Epoch 2036 | loss: 0.0311744 | val_loss: 0.0311742 | Time: 5380.4 ms
[2021-05-28 10:10:53 main:574] : INFO : Epoch 2037 | loss: 0.0311729 | val_loss: 0.0311729 | Time: 5304.02 ms
[2021-05-28 10:10:58 main:574] : INFO : Epoch 2038 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 5295.38 ms
[2021-05-28 10:11:04 main:574] : INFO : Epoch 2039 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 5522.76 ms
[2021-05-28 10:11:10 main:574] : INFO : Epoch 2040 | loss: 0.0311681 | val_loss: 0.0311689 | Time: 5453.5 ms
[2021-05-28 10:11:15 main:574] : INFO : Epoch 2041 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 5319.72 ms
[2021-05-28 10:11:21 main:574] : INFO : Epoch 2042 | loss: 0.0311677 | val_loss: 0.031169 | Time: 5334.65 ms
[2021-05-28 10:11:26 main:574] : INFO : Epoch 2043 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 5346.82 ms
[2021-05-28 10:11:32 main:574] : INFO : Epoch 2044 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 5287.11 ms
[2021-05-28 10:11:37 main:574] : INFO : Epoch 2045 | loss: 0.0311644 | val_loss: 0.0311675 | Time: 5361.29 ms
[2021-05-28 10:11:44 main:574] : INFO : Epoch 2046 | loss: 0.0311649 | val_loss: 0.0311718 | Time: 6112.99 ms
[2021-05-28 10:11:49 main:574] : INFO : Epoch 2047 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 5696.08 ms
[2021-05-28 10:11:55 main:574] : INFO : Epoch 2048 | loss: 0.0311674 | val_loss: 0.0311706 | Time: 5322.54 ms
[2021-05-28 10:11:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311706
[2021-05-28 10:11:55 main:603] : INFO : Saving end state to config to file
[2021-05-28 10:11:55 main:608] : INFO : Success, exiting..
10:11:55 (5452): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)