Task 5385071
| Name | ParityMachine-1623893977-32595-3_1 |
| Workunit | 3252743 |
| Created | 21 Jun 2021, 14:21:35 UTC |
| Sent | 21 Jun 2021, 15:59:22 UTC |
| Report deadline | 28 Jun 2021, 15:59:22 UTC |
| Received | 24 Jun 2021, 9:21:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 30 min 38 sec |
| CPU time | 2 hours 3 min 55 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> 8216.34 ms [2021-06-23 17:29:22 main:574] : INFO : Epoch 1575 | loss: 0.031111 | val_loss: 0.0311657 | Time: 7352.2 ms [2021-06-23 17:29:31 main:574] : INFO : Epoch 1576 | loss: 0.0311125 | val_loss: 0.0311599 | Time: 7321.05 ms [2021-06-23 17:29:38 main:574] : INFO : Epoch 1577 | loss: 0.0311092 | val_loss: 0.0311531 | Time: 7291.2 ms [2021-06-23 17:29:47 main:574] : INFO : Epoch 1578 | loss: 0.0311054 | val_loss: 0.031158 | Time: 8014.74 ms [2021-06-23 17:29:54 main:574] : INFO : Epoch 1579 | loss: 0.0311044 | val_loss: 0.0311636 | Time: 7211.51 ms [2021-06-23 17:30:01 main:574] : INFO : Epoch 1580 | loss: 0.0311029 | val_loss: 0.0311588 | Time: 5908.05 ms [2021-06-23 17:30:08 main:574] : INFO : Epoch 1581 | loss: 0.031103 | val_loss: 0.0311607 | Time: 5401.05 ms [2021-06-23 17:30:13 main:574] : INFO : Epoch 1582 | loss: 0.0311076 | val_loss: 0.0311759 | Time: 5444.65 ms [2021-06-23 17:30:20 main:574] : INFO : Epoch 1583 | loss: 0.0311856 | val_loss: 0.0317159 | Time: 5404.19 ms [2021-06-23 17:30:25 main:574] : INFO : Epoch 1584 | loss: 0.0350437 | val_loss: 0.0331309 | Time: 5332.21 ms [2021-06-23 17:30:31 main:574] : INFO : Epoch 1585 | loss: 0.0414644 | val_loss: 0.0318346 | Time: 5394.54 ms [2021-06-23 17:30:37 main:574] : INFO : Epoch 1586 | loss: 0.0359716 | val_loss: 0.0343579 | Time: 5289.74 ms [2021-06-23 17:30:43 main:574] : INFO : Epoch 1587 | loss: 0.0322249 | val_loss: 0.0313823 | Time: 5282.82 ms [2021-06-23 17:30:49 main:574] : INFO : Epoch 1588 | loss: 0.0313446 | val_loss: 0.0312276 | Time: 5375.14 ms [2021-06-23 17:30:55 main:574] : INFO : Epoch 1589 | loss: 0.0312131 | val_loss: 0.0312015 | Time: 5250.37 ms [2021-06-23 17:31:02 main:574] : INFO : Epoch 1590 | loss: 0.0311832 | val_loss: 0.0311805 | Time: 5403.61 ms [2021-06-23 17:31:08 main:574] : INFO : Epoch 1591 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 5530.15 ms [2021-06-23 17:31:13 main:574] : INFO : Epoch 1592 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 5355.43 ms [2021-06-23 17:31:19 main:574] : INFO : Epoch 1593 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 5424.91 ms [2021-06-23 17:31:25 main:574] : INFO : Epoch 1594 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 5322.44 ms [2021-06-23 17:31:31 main:574] : INFO : Epoch 1595 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 5348.63 ms [2021-06-23 17:31:37 main:574] : INFO : Epoch 1596 | loss: 0.0311536 | val_loss: 0.0311707 | Time: 5414.81 ms [2021-06-23 17:31:47 main:574] : INFO : Epoch 1597 | loss: 0.0311515 | val_loss: 0.0311686 | Time: 8576.07 ms [2021-06-23 17:31:59 main:574] : INFO : Epoch 1598 | loss: 0.0311503 | val_loss: 0.0311678 | Time: 10897.5 ms [2021-06-23 17:32:05 main:574] : INFO : Epoch 1599 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 5580.29 ms [2021-06-23 17:32:12 main:574] : INFO : Epoch 1600 | loss: 0.0311475 | val_loss: 0.031167 | Time: 6505.96 ms [2021-06-23 17:32:18 main:574] : INFO : Epoch 1601 | loss: 0.0311459 | val_loss: 0.0311663 | Time: 5615.05 ms [2021-06-23 17:32:25 main:574] : INFO : Epoch 1602 | loss: 0.0311443 | val_loss: 0.031165 | Time: 6801.28 ms [2021-06-23 17:32:32 main:574] : INFO : Epoch 1603 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 5780.81 ms [2021-06-23 17:32:38 main:574] : INFO : Epoch 1604 | loss: 0.0311428 | val_loss: 0.0311648 | Time: 5476.05 ms [2021-06-23 17:32:44 main:574] : INFO : Epoch 1605 | loss: 0.0311418 | val_loss: 0.0311648 | Time: 5401.42 ms [2021-06-23 17:32:51 main:574] : INFO : Epoch 1606 | loss: 0.0311412 | val_loss: 0.0311645 | Time: 5685.88 ms [2021-06-23 17:32:59 main:574] : INFO : Epoch 1607 | loss: 0.0311404 | val_loss: 0.0311629 | Time: 6084.4 ms [2021-06-23 17:33:08 main:574] : INFO : Epoch 1608 | loss: 0.0311388 | val_loss: 0.0311597 | Time: 8449.11 ms [2021-06-23 17:33:15 main:574] : INFO : Epoch 1609 | loss: 0.0311376 | val_loss: 0.0311629 | Time: 5292.64 ms [2021-06-23 17:33:21 main:574] : INFO : Epoch 1610 | loss: 0.0311363 | val_loss: 0.0311611 | Time: 5872.53 ms [2021-06-23 17:33:27 main:574] : INFO : Epoch 1611 | loss: 0.0311352 | val_loss: 0.031164 | Time: 5874.12 ms [2021-06-23 17:33:33 main:574] : INFO : Epoch 1612 | loss: 0.0311349 | val_loss: 0.0311642 | Time: 5306.61 ms [2021-06-23 17:33:38 main:574] : INFO : Epoch 1613 | loss: 0.0311334 | val_loss: 0.0311642 | Time: 5272.7 ms [2021-06-23 17:33:44 main:574] : INFO : Epoch 1614 | loss: 0.0311319 | val_loss: 0.0311625 | Time: 5246.05 ms [2021-06-23 17:33:50 main:574] : INFO : Epoch 1615 | loss: 0.031131 | val_loss: 0.0311644 | Time: 5225.05 ms [2021-06-23 17:33:56 main:574] : INFO : Epoch 1616 | loss: 0.0311301 | val_loss: 0.0311634 | Time: 5349.94 ms [2021-06-23 17:34:02 main:574] : INFO : Epoch 1617 | loss: 0.0311299 | val_loss: 0.0311628 | Time: 5313.17 ms [2021-06-23 17:34:07 main:574] : INFO : Epoch 1618 | loss: 0.0311291 | val_loss: 0.0311624 | Time: 5291.57 ms [2021-06-23 17:34:13 main:574] : INFO : Epoch 1619 | loss: 0.0311284 | val_loss: 0.0311618 | Time: 5295.42 ms [2021-06-23 17:34:20 main:574] : INFO : Epoch 1620 | loss: 0.0311281 | val_loss: 0.0311617 | Time: 5526.81 ms [2021-06-23 17:34:25 main:574] : INFO : Epoch 1621 | loss: 0.0311273 | val_loss: 0.0311609 | Time: 5254.87 ms [2021-06-23 17:34:32 main:574] : INFO : Epoch 1622 | loss: 0.0311259 | val_loss: 0.0311622 | Time: 5373.33 ms [2021-06-23 17:34:37 main:574] : INFO : Epoch 1623 | loss: 0.0311247 | val_loss: 0.0311633 | Time: 5283.68 ms [2021-06-23 17:34:43 main:574] : INFO : Epoch 1624 | loss: 0.0311236 | val_loss: 0.0311632 | Time: 5290.38 ms [2021-06-23 17:34:50 main:574] : INFO : Epoch 1625 | loss: 0.0311236 | val_loss: 0.0311627 | Time: 5531.99 ms [2021-06-23 17:34:56 main:574] : INFO : Epoch 1626 | loss: 0.0311267 | val_loss: 0.0311621 | Time: 5214.47 ms [2021-06-23 17:35:02 main:574] : INFO : Epoch 1627 | loss: 0.0311265 | val_loss: 0.0311603 | Time: 5228.25 ms [2021-06-23 17:35:08 main:574] : INFO : Epoch 1628 | loss: 0.0311282 | val_loss: 0.0311581 | Time: 5227.05 ms [2021-06-23 17:35:13 main:574] : INFO : Epoch 1629 | loss: 0.0311289 | val_loss: 0.0311577 | Time: 5236.62 ms [2021-06-23 17:35:19 main:574] : INFO : Epoch 1630 | loss: 0.0311259 | val_loss: 0.0311604 | Time: 5296.24 ms [2021-06-23 17:35:26 main:574] : INFO : Epoch 1631 | loss: 0.0311259 | val_loss: 0.0311585 | Time: 5295.04 ms [2021-06-23 17:35:32 main:574] : INFO : Epoch 1632 | loss: 0.0311251 | val_loss: 0.0311606 | Time: 5335.89 ms [2021-06-23 17:35:38 main:574] : INFO : Epoch 1633 | loss: 0.0311229 | val_loss: 0.031161 | Time: 5308.63 ms [2021-06-23 17:35:45 main:574] : INFO : Epoch 1634 | loss: 0.0311218 | val_loss: 0.0311625 | Time: 5263.1 ms [2021-06-23 17:35:51 main:574] : INFO : Epoch 1635 | loss: 0.0311199 | val_loss: 0.0311598 | Time: 5319.31 ms [2021-06-23 17:35:57 main:574] : INFO : Epoch 1636 | loss: 0.0311199 | val_loss: 0.0311613 | Time: 5315.59 ms [2021-06-23 17:36:03 main:574] : INFO : Epoch 1637 | loss: 0.0311174 | val_loss: 0.0311594 | Time: 5262.62 ms [2021-06-23 17:36:09 main:574] : INFO : Epoch 1638 | loss: 0.0311177 | val_loss: 0.0311617 | Time: 5348.03 ms [2021-06-23 17:36:15 main:574] : INFO : Epoch 1639 | loss: 0.031116 | val_loss: 0.0311606 | Time: 5342.33 ms [2021-06-23 17:36:21 main:574] : INFO : Epoch 1640 | loss: 0.0311156 | val_loss: 0.0311595 | Time: 5416.78 ms [2021-06-23 17:36:26 main:574] : INFO : Epoch 1641 | loss: 0.0311158 | val_loss: 0.0311588 | Time: 5307.1 ms [2021-06-23 17:36:32 main:574] : INFO : Epoch 1642 | loss: 0.0311176 | val_loss: 0.0311609 | Time: 5325.39 ms [2021-06-23 17:36:37 main:574] : INFO : Epoch 1643 | loss: 0.0311177 | val_loss: 0.0311591 | Time: 5314.59 ms [2021-06-23 17:36:43 main:574] : INFO : Epoch 1644 | loss: 0.031117 | val_loss: 0.0311562 | Time: 5294.59 ms [2021-06-23 17:36:49 main:574] : INFO : Epoch 1645 | loss: 0.0311188 | val_loss: 0.0311585 | Time: 5468.77 ms [2021-06-23 17:36:55 main:574] : INFO : Epoch 1646 | loss: 0.0311178 | val_loss: 0.0311525 | Time: 5399.65 ms [2021-06-23 17:37:01 main:574] : INFO : Epoch 1647 | loss: 0.0311157 | val_loss: 0.0311569 | Time: 5364.93 ms [2021-06-23 17:37:06 main:574] : INFO : Epoch 1648 | loss: 0.0311158 | val_loss: 0.0311542 | Time: 5326.45 ms [2021-06-23 17:37:12 main:574] : INFO : Epoch 1649 | loss: 0.031114 | val_loss: 0.0311559 | Time: 5940.72 ms [2021-06-23 17:37:18 main:574] : INFO : Epoch 1650 | loss: 0.0311124 | val_loss: 0.0311574 | Time: 5451 ms [2021-06-23 17:37:24 main:574] : INFO : Epoch 1651 | loss: 0.031113 | val_loss: 0.0311595 | Time: 5334.43 ms [2021-06-23 17:37:29 main:574] : INFO : Epoch 1652 | loss: 0.031113 | val_loss: 0.0311568 | Time: 5271.64 ms [2021-06-23 17:37:38 main:574] : INFO : Epoch 1653 | loss: 0.0311141 | val_loss: 0.0311576 | Time: 6636.75 ms [2021-06-23 17:37:44 main:574] : INFO : Epoch 1654 | loss: 0.0311124 | val_loss: 0.0311585 | Time: 6237 ms [2021-06-23 17:37:53 main:574] : INFO : Epoch 1655 | loss: 0.0311108 | val_loss: 0.0311589 | Time: 8639.94 ms [2021-06-23 17:38:01 main:574] : INFO : Epoch 1656 | loss: 0.0311106 | val_loss: 0.0311579 | Time: 5413.54 ms [2021-06-23 17:38:07 main:574] : INFO : Epoch 1657 | loss: 0.0311168 | val_loss: 0.0311534 | Time: 5369.34 ms [2021-06-23 17:38:14 main:574] : INFO : Epoch 1658 | loss: 0.0311172 | val_loss: 0.0311569 | Time: 5325.82 ms [2021-06-23 17:38:20 main:574] : INFO : Epoch 1659 | loss: 0.0311148 | val_loss: 0.0311585 | Time: 5396.66 ms [2021-06-23 17:38:26 main:574] : INFO : Epoch 1660 | loss: 0.0311127 | val_loss: 0.031161 | Time: 5309.67 ms [2021-06-23 17:38:31 main:574] : INFO : Epoch 1661 | loss: 0.0311131 | val_loss: 0.0311619 | Time: 5301.28 ms [2021-06-23 17:38:37 main:574] : INFO : Epoch 1662 | loss: 0.031112 | val_loss: 0.0311604 | Time: 5391.84 ms [2021-06-23 17:38:43 main:574] : INFO : Epoch 1663 | loss: 0.0311116 | val_loss: 0.0311574 | Time: 5263.74 ms [2021-06-23 17:38:50 main:574] : INFO : Epoch 1664 | loss: 0.0311135 | val_loss: 0.0311624 | Time: 5267.7 ms [2021-06-23 17:38:56 main:574] : INFO : Epoch 1665 | loss: 0.0311109 | val_loss: 0.0311602 | Time: 5355.39 ms [2021-06-23 17:39:01 main:574] : INFO : Epoch 1666 | loss: 0.0311071 | val_loss: 0.0311627 | Time: 5356.73 ms [2021-06-23 17:39:08 main:574] : INFO : Epoch 1667 | loss: 0.0311072 | val_loss: 0.0311625 | Time: 5444.08 ms [2021-06-23 17:39:14 main:574] : INFO : Epoch 1668 | loss: 0.0311082 | val_loss: 0.031161 | Time: 5333.87 ms [2021-06-23 17:39:22 main:574] : INFO : Epoch 1669 | loss: 0.031107 | val_loss: 0.0311596 | Time: 6507.1 ms [2021-06-23 17:39:28 main:574] : INFO : Epoch 1670 | loss: 0.0311072 | val_loss: 0.0311622 | Time: 5447.07 ms [2021-06-23 17:39:33 main:574] : INFO : Epoch 1671 | loss: 0.0311075 | val_loss: 0.03116 | Time: 5232.53 ms [2021-06-23 17:39:39 main:574] : INFO : Epoch 1672 | loss: 0.0311081 | val_loss: 0.031158 | Time: 5361.43 ms [2021-06-23 17:39:45 main:574] : INFO : Epoch 1673 | loss: 0.0311072 | val_loss: 0.0311604 | Time: 5255.32 ms [2021-06-23 17:39:54 main:574] : INFO : Epoch 1674 | loss: 0.0311077 | val_loss: 0.0311618 | Time: 6987.09 ms [2021-06-23 17:40:00 main:574] : INFO : Epoch 1675 | loss: 0.0311084 | val_loss: 0.0311621 | Time: 5603.9 ms [2021-06-23 17:40:06 main:574] : INFO : Epoch 1676 | loss: 0.0311098 | val_loss: 0.0311605 | Time: 5779.89 ms [2021-06-23 17:40:13 main:574] : INFO : Epoch 1677 | loss: 0.0311109 | val_loss: 0.0311626 | Time: 5322.17 ms [2021-06-23 17:40:18 main:574] : INFO : Epoch 1678 | loss: 0.0311079 | val_loss: 0.0311602 | Time: 5297.44 ms [2021-06-23 17:40:25 main:574] : INFO : Epoch 1679 | loss: 0.0311084 | val_loss: 0.0311614 | Time: 5524.03 ms [2021-06-23 17:40:33 main:574] : INFO : Epoch 1680 | loss: 0.0311112 | val_loss: 0.0311597 | Time: 6491.79 ms [2021-06-23 17:40:39 main:574] : INFO : Epoch 1681 | loss: 0.0311091 | val_loss: 0.0311657 | Time: 5316.61 ms [2021-06-23 17:40:44 main:574] : INFO : Epoch 1682 | loss: 0.03111 | val_loss: 0.0311607 | Time: 5238.53 ms [2021-06-23 17:40:50 main:574] : INFO : Epoch 1683 | loss: 0.0311088 | val_loss: 0.031158 | Time: 5289.73 ms [2021-06-23 17:40:56 main:574] : INFO : Epoch 1684 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 5259.54 ms [2021-06-23 17:41:02 main:574] : INFO : Epoch 1685 | loss: 0.0311275 | val_loss: 0.0311582 | Time: 5370.06 ms [2021-06-23 17:41:09 main:574] : INFO : Epoch 1686 | loss: 0.0311245 | val_loss: 0.0311619 | Time: 5242.79 ms [2021-06-23 17:41:15 main:574] : INFO : Epoch 1687 | loss: 0.0311208 | val_loss: 0.0311585 | Time: 5297.7 ms [2021-06-23 17:41:21 main:574] : INFO : Epoch 1688 | loss: 0.0311184 | val_loss: 0.0311549 | Time: 5243.32 ms [2021-06-23 17:41:27 main:574] : INFO : Epoch 1689 | loss: 0.0311159 | val_loss: 0.0311585 | Time: 5213.73 ms [2021-06-23 17:41:33 main:574] : INFO : Epoch 1690 | loss: 0.0311139 | val_loss: 0.0311584 | Time: 5303.49 ms [2021-06-23 17:41:38 main:574] : INFO : Epoch 1691 | loss: 0.0311133 | val_loss: 0.0311601 | Time: 5232.78 ms [2021-06-23 17:41:43 main:574] : INFO : Epoch 1692 | loss: 0.031111 | val_loss: 0.0311569 | Time: 5284.63 ms [2021-06-23 17:41:49 main:574] : INFO : Epoch 1693 | loss: 0.0311097 | val_loss: 0.0311598 | Time: 5264.3 ms [2021-06-23 17:41:55 main:574] : INFO : Epoch 1694 | loss: 0.0311112 | val_loss: 0.0311553 | Time: 5263.42 ms [2021-06-23 17:42:00 main:574] : INFO : Epoch 1695 | loss: 0.0311109 | val_loss: 0.031154 | Time: 5235.93 ms [2021-06-23 17:42:06 main:574] : INFO : Epoch 1696 | loss: 0.0311093 | val_loss: 0.0311605 | Time: 5443.3 ms [2021-06-23 17:42:12 main:574] : INFO : Epoch 1697 | loss: 0.0311084 | val_loss: 0.0311617 | Time: 5398.95 ms [2021-06-23 17:42:18 main:574] : INFO : Epoch 1698 | loss: 0.0311075 | val_loss: 0.0311628 | Time: 5551.92 ms [2021-06-23 17:42:24 main:574] : INFO : Epoch 1699 | loss: 0.0311063 | val_loss: 0.0311609 | Time: 5260.01 ms [2021-06-23 17:42:30 main:574] : INFO : Epoch 1700 | loss: 0.0311103 | val_loss: 0.0311602 | Time: 5245.92 ms [2021-06-23 17:42:36 main:574] : INFO : Epoch 1701 | loss: 0.0311081 | val_loss: 0.0311599 | Time: 5276.63 ms [2021-06-23 17:42:42 main:574] : INFO : Epoch 1702 | loss: 0.031107 | val_loss: 0.0311573 | Time: 5298.27 ms [2021-06-23 17:42:47 main:574] : INFO : Epoch 1703 | loss: 0.031108 | val_loss: 0.031158 | Time: 5240.78 ms [2021-06-23 17:42:53 main:574] : INFO : Epoch 1704 | loss: 0.0311046 | val_loss: 0.0311626 | Time: 5270.51 ms [2021-06-23 17:42:58 main:574] : INFO : Epoch 1705 | loss: 0.0311096 | val_loss: 0.0311599 | Time: 5214.34 ms [2021-06-23 17:43:05 main:574] : INFO : Epoch 1706 | loss: 0.0311206 | val_loss: 0.0311615 | Time: 5281.22 ms [2021-06-23 17:43:11 main:574] : INFO : Epoch 1707 | loss: 0.0311222 | val_loss: 0.03116 | Time: 5279.32 ms [2021-06-23 17:43:17 main:574] : INFO : Epoch 1708 | loss: 0.0311226 | val_loss: 0.0311566 | Time: 5307.48 ms [2021-06-23 17:43:22 main:574] : INFO : Epoch 1709 | loss: 0.0311195 | val_loss: 0.0311571 | Time: 5278.99 ms [2021-06-23 17:43:28 main:574] : INFO : Epoch 1710 | loss: 0.0311154 | val_loss: 0.0311566 | Time: 5342.74 ms [2021-06-23 17:43:34 main:574] : INFO : Epoch 1711 | loss: 0.0311136 | val_loss: 0.0311577 | Time: 5319.24 ms [2021-06-23 17:43:41 main:574] : INFO : Epoch 1712 | loss: 0.0311134 | val_loss: 0.0311557 | Time: 5751.2 ms [2021-06-23 17:43:47 main:574] : INFO : Epoch 1713 | loss: 0.0311107 | val_loss: 0.0311631 | Time: 5285.65 ms [2021-06-23 17:43:52 main:574] : INFO : Epoch 1714 | loss: 0.03111 | val_loss: 0.0311614 | Time: 5299.54 ms [2021-06-23 17:43:58 main:574] : INFO : Epoch 1715 | loss: 0.031108 | val_loss: 0.0311645 | Time: 5291.81 ms [2021-06-23 17:44:04 main:574] : INFO : Epoch 1716 | loss: 0.0311079 | val_loss: 0.031157 | Time: 5226.97 ms [2021-06-23 17:44:10 main:574] : INFO : Epoch 1717 | loss: 0.0311103 | val_loss: 0.0311582 | Time: 5329.2 ms [2021-06-23 17:44:16 main:574] : INFO : Epoch 1718 | loss: 0.0311075 | val_loss: 0.0311629 | Time: 5349.28 ms [2021-06-23 17:44:22 main:574] : INFO : Epoch 1719 | loss: 0.0311144 | val_loss: 0.0311569 | Time: 5338.43 ms [2021-06-23 17:44:28 main:574] : INFO : Epoch 1720 | loss: 0.031112 | val_loss: 0.0311552 | Time: 5348.48 ms [2021-06-23 17:44:34 main:574] : INFO : Epoch 1721 | loss: 0.03111 | val_loss: 0.0311635 | Time: 5493.44 ms [2021-06-23 17:44:40 main:574] : INFO : Epoch 1722 | loss: 0.0311115 | val_loss: 0.0311639 | Time: 5330.61 ms [2021-06-23 17:44:45 main:574] : INFO : Epoch 1723 | loss: 0.0311101 | val_loss: 0.0311612 | Time: 5344.92 ms [2021-06-23 17:44:52 main:574] : INFO : Epoch 1724 | loss: 0.0311116 | val_loss: 0.0311581 | Time: 5274.82 ms [2021-06-23 17:44:57 main:574] : INFO : Epoch 1725 | loss: 0.0311088 | val_loss: 0.031157 | Time: 5327.88 ms [2021-06-23 17:45:03 main:574] : INFO : Epoch 1726 | loss: 0.0311088 | val_loss: 0.0311561 | Time: 5441.48 ms [2021-06-23 17:45:08 main:574] : INFO : Epoch 1727 | loss: 0.0311072 | val_loss: 0.0311579 | Time: 5300.36 ms [2021-06-23 17:45:15 main:574] : INFO : Epoch 1728 | loss: 0.0311067 | val_loss: 0.0311614 | Time: 6181.01 ms [2021-06-23 17:45:22 main:574] : INFO : Epoch 1729 | loss: 0.0311057 | val_loss: 0.0311567 | Time: 5318.18 ms [2021-06-23 17:45:27 main:574] : INFO : Epoch 1730 | loss: 0.0311042 | val_loss: 0.0311595 | Time: 5292.22 ms [2021-06-23 17:45:33 main:574] : INFO : Epoch 1731 | loss: 0.0311083 | val_loss: 0.031169 | Time: 5335.69 ms [2021-06-23 17:45:40 main:574] : INFO : Epoch 1732 | loss: 0.0311109 | val_loss: 0.0311611 | Time: 5285.75 ms [2021-06-23 17:45:45 main:574] : INFO : Epoch 1733 | loss: 0.0311141 | val_loss: 0.0311608 | Time: 5276.27 ms [2021-06-23 17:45:53 main:574] : INFO : Epoch 1734 | loss: 0.0311148 | val_loss: 0.0311604 | Time: 7115.84 ms [2021-06-23 17:46:00 main:574] : INFO : Epoch 1735 | loss: 0.0311108 | val_loss: 0.0311592 | Time: 5262.49 ms [2021-06-23 17:46:05 main:574] : INFO : Epoch 1736 | loss: 0.0311111 | val_loss: 0.0311637 | Time: 5315.6 ms [2021-06-23 17:46:12 main:574] : INFO : Epoch 1737 | loss: 0.0311073 | val_loss: 0.0311611 | Time: 5310.8 ms [2021-06-23 17:46:17 main:574] : INFO : Epoch 1738 | loss: 0.0311044 | val_loss: 0.0311578 | Time: 5368.97 ms [2021-06-23 17:46:23 main:574] : INFO : Epoch 1739 | loss: 0.031103 | val_loss: 0.0311595 | Time: 5329.84 ms [2021-06-23 17:46:29 main:574] : INFO : Epoch 1740 | loss: 0.0311023 | val_loss: 0.0311638 | Time: 5274.14 ms [2021-06-23 17:46:34 main:574] : INFO : Epoch 1741 | loss: 0.0311051 | val_loss: 0.0311628 | Time: 5311.99 ms [2021-06-23 17:46:40 main:574] : INFO : Epoch 1742 | loss: 0.0311036 | val_loss: 0.0311654 | Time: 5243.48 ms [2021-06-23 17:46:45 main:574] : INFO : Epoch 1743 | loss: 0.0311039 | val_loss: 0.0311572 | Time: 5284.48 ms [2021-06-23 17:46:52 main:574] : INFO : Epoch 1744 | loss: 0.0311058 | val_loss: 0.0311585 | Time: 5245.32 ms [2021-06-23 17:46:57 main:574] : INFO : Epoch 1745 | loss: 0.0311084 | val_loss: 0.0311633 | Time: 5350.47 ms [2021-06-23 17:47:04 main:574] : INFO : Epoch 1746 | loss: 0.0311054 | val_loss: 0.0311644 | Time: 5295.06 ms [2021-06-23 17:47:09 main:574] : INFO : Epoch 1747 | loss: 0.031104 | val_loss: 0.0311608 | Time: 5288.55 ms [2021-06-23 17:47:15 main:574] : INFO : Epoch 1748 | loss: 0.0311057 | val_loss: 0.0311581 | Time: 5450.75 ms [2021-06-23 17:47:22 main:574] : INFO : Epoch 1749 | loss: 0.0311066 | val_loss: 0.0311633 | Time: 5422.63 ms [2021-06-23 17:47:29 main:574] : INFO : Epoch 1750 | loss: 0.0311049 | val_loss: 0.0311675 | Time: 5429.78 ms [2021-06-23 17:47:34 main:574] : INFO : Epoch 1751 | loss: 0.0311042 | val_loss: 0.0311671 | Time: 5301.69 ms [2021-06-23 17:47:39 main:574] : INFO : Epoch 1752 | loss: 0.0311062 | val_loss: 0.0311683 | Time: 5218.67 ms [2021-06-23 17:47:53 main:574] : INFO : Epoch 1753 | loss: 0.0311081 | val_loss: 0.0311585 | Time: 11978.2 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-24 07:45:08 main:435] : INFO : Set logging level to 1 [2021-06-24 07:45:11 main:441] : INFO : Running in BOINC Client mode [2021-06-24 07:45:11 main:444] : INFO : Resolving all filenames [2021-06-24 07:45:12 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-24 07:45:12 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893977-32595-3_1_r180524531_1 (exists = 1) [2021-06-24 07:45:13 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893977-32595-3_1_r180524531_0 (exists = 0) [2021-06-24 07:45:13 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893977-32595-3 (exists = 1) [2021-06-24 07:45:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-24 07:45:14 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-24 07:45:14 main:474] : INFO : Configuration: [2021-06-24 07:45:15 main:475] : INFO : Model type: GRU [2021-06-24 07:45:16 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-24 07:45:16 main:477] : INFO : Max Epochs: 2048 [2021-06-24 07:45:16 main:478] : INFO : Batch Size: 128 [2021-06-24 07:45:17 main:479] : INFO : Learning Rate: 0.01 [2021-06-24 07:45:17 main:480] : INFO : Patience: 10 [2021-06-24 07:45:18 main:481] : INFO : Hidden Width: 12 [2021-06-24 07:45:18 main:482] : INFO : # Recurrent Layers: 4 [2021-06-24 07:45:19 main:483] : INFO : # Backend Layers: 4 [2021-06-24 07:45:19 main:484] : INFO : # Threads: 1 [2021-06-24 07:45:19 main:486] : INFO : Preparing Dataset [2021-06-24 07:45:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-24 07:45:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-24 07:45:32 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-24 07:45:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-24 07:45:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-24 07:45:33 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-24 07:45:34 main:494] : INFO : Creating Model [2021-06-24 07:45:35 main:507] : INFO : Preparing config file [2021-06-24 07:45:35 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-24 07:45:36 main:512] : INFO : Loading config [2021-06-24 07:45:36 main:514] : INFO : Loading state [2021-06-24 07:45:40 main:559] : INFO : Loading DataLoader into Memory [2021-06-24 07:45:41 main:562] : INFO : Starting Training [2021-06-24 07:45:48 main:574] : INFO : Epoch 1751 | loss: 0.0319888 | val_loss: 0.0313996 | Time: 7064.81 ms [2021-06-24 07:45:54 main:574] : INFO : Epoch 1752 | loss: 0.0312192 | val_loss: 0.0311786 | Time: 5350.93 ms [2021-06-24 07:46:00 main:574] : INFO : Epoch 1753 | loss: 0.0311368 | val_loss: 0.0311846 | Time: 5390.02 ms [2021-06-24 07:46:06 main:574] : INFO : Epoch 1754 | loss: 0.0311182 | val_loss: 0.0311683 | Time: 5384.87 ms [2021-06-24 07:46:12 main:574] : INFO : Epoch 1755 | loss: 0.0311105 | val_loss: 0.0311653 | Time: 5358.14 ms [2021-06-24 07:46:17 main:574] : INFO : Epoch 1756 | loss: 0.0311074 | val_loss: 0.0311659 | Time: 5373.79 ms [2021-06-24 07:46:23 main:574] : INFO : Epoch 1757 | loss: 0.0311052 | val_loss: 0.0311667 | Time: 5324.76 ms [2021-06-24 07:46:28 main:574] : INFO : Epoch 1758 | loss: 0.0311076 | val_loss: 0.0311654 | Time: 5290.32 ms [2021-06-24 07:46:34 main:574] : INFO : Epoch 1759 | loss: 0.0311072 | val_loss: 0.031167 | Time: 5441.7 ms [2021-06-24 07:46:40 main:574] : INFO : Epoch 1760 | loss: 0.031111 | val_loss: 0.0311569 | Time: 5311.15 ms [2021-06-24 07:46:45 main:574] : INFO : Epoch 1761 | loss: 0.0311029 | val_loss: 0.0311579 | Time: 5367.86 ms [2021-06-24 07:46:51 main:574] : INFO : Epoch 1762 | loss: 0.0311029 | val_loss: 0.0311617 | Time: 5319.03 ms [2021-06-24 07:46:57 main:574] : INFO : Epoch 1763 | loss: 0.031103 | val_loss: 0.031159 | Time: 5315.41 ms [2021-06-24 07:47:04 main:574] : INFO : Epoch 1764 | loss: 0.031102 | val_loss: 0.0311623 | Time: 5263.15 ms [2021-06-24 07:47:09 main:574] : INFO : Epoch 1765 | loss: 0.031101 | val_loss: 0.0311602 | Time: 5340.47 ms [2021-06-24 07:47:15 main:574] : INFO : Epoch 1766 | loss: 0.0310988 | val_loss: 0.03116 | Time: 5334.43 ms [2021-06-24 07:47:22 main:574] : INFO : Epoch 1767 | loss: 0.031098 | val_loss: 0.0311609 | Time: 5381.85 ms [2021-06-24 07:47:28 main:574] : INFO : Epoch 1768 | loss: 0.0310964 | val_loss: 0.0311608 | Time: 5325.97 ms [2021-06-24 07:47:33 main:574] : INFO : Epoch 1769 | loss: 0.0310977 | val_loss: 0.0311651 | Time: 5337.3 ms [2021-06-24 07:47:41 main:574] : INFO : Epoch 1770 | loss: 0.0310996 | val_loss: 0.0311609 | Time: 7196.05 ms [2021-06-24 07:47:47 main:574] : INFO : Epoch 1771 | loss: 0.0310984 | val_loss: 0.0311619 | Time: 5843.74 ms [2021-06-24 07:47:53 main:574] : INFO : Epoch 1772 | loss: 0.0310975 | val_loss: 0.0311666 | Time: 5736.29 ms [2021-06-24 07:48:00 main:574] : INFO : Epoch 1773 | loss: 0.0310984 | val_loss: 0.031168 | Time: 5890.57 ms [2021-06-24 07:48:11 main:574] : INFO : Epoch 1774 | loss: 0.0311017 | val_loss: 0.0311574 | Time: 10556.7 ms [2021-06-24 07:48:16 main:574] : INFO : Epoch 1775 | loss: 0.031101 | val_loss: 0.0311668 | Time: 5486.8 ms [2021-06-24 07:48:22 main:574] : INFO : Epoch 1776 | loss: 0.0310994 | val_loss: 0.0311665 | Time: 5372.47 ms [2021-06-24 07:48:28 main:574] : INFO : Epoch 1777 | loss: 0.0310988 | val_loss: 0.0311734 | Time: 5300.39 ms [2021-06-24 07:48:34 main:574] : INFO : Epoch 1778 | loss: 0.031102 | val_loss: 0.0311616 | Time: 5394.64 ms [2021-06-24 07:48:39 main:574] : INFO : Epoch 1779 | loss: 0.0311106 | val_loss: 0.0311567 | Time: 5264.11 ms [2021-06-24 07:48:45 main:574] : INFO : Epoch 1780 | loss: 0.0311126 | val_loss: 0.0311585 | Time: 5396.49 ms [2021-06-24 07:48:51 main:574] : INFO : Epoch 1781 | loss: 0.0311106 | val_loss: 0.0311554 | Time: 5376.39 ms [2021-06-24 07:48:57 main:574] : INFO : Epoch 1782 | loss: 0.031105 | val_loss: 0.0311583 | Time: 5413.74 ms [2021-06-24 07:49:02 main:574] : INFO : Epoch 1783 | loss: 0.0311015 | val_loss: 0.0311588 | Time: 5353.56 ms [2021-06-24 07:49:09 main:574] : INFO : Epoch 1784 | loss: 0.0310991 | val_loss: 0.0311596 | Time: 5263.51 ms [2021-06-24 07:49:15 main:574] : INFO : Epoch 1785 | loss: 0.0310973 | val_loss: 0.0311607 | Time: 5296.37 ms [2021-06-24 07:49:21 main:574] : INFO : Epoch 1786 | loss: 0.0310982 | val_loss: 0.0311669 | Time: 5497.88 ms [2021-06-24 07:49:27 main:574] : INFO : Epoch 1787 | loss: 0.0311043 | val_loss: 0.0311661 | Time: 5351.31 ms [2021-06-24 07:49:33 main:574] : INFO : Epoch 1788 | loss: 0.0311044 | val_loss: 0.031167 | Time: 5236.54 ms [2021-06-24 07:49:39 main:574] : INFO : Epoch 1789 | loss: 0.0311071 | val_loss: 0.031162 | Time: 5354.69 ms [2021-06-24 07:49:45 main:574] : INFO : Epoch 1790 | loss: 0.031105 | val_loss: 0.0311629 | Time: 5372.56 ms [2021-06-24 07:49:52 main:574] : INFO : Epoch 1791 | loss: 0.0311026 | val_loss: 0.0311605 | Time: 6434.03 ms [2021-06-24 07:49:58 main:574] : INFO : Epoch 1792 | loss: 0.0310989 | val_loss: 0.0311576 | Time: 5394.44 ms [2021-06-24 07:50:03 main:574] : INFO : Epoch 1793 | loss: 0.0311004 | val_loss: 0.0311657 | Time: 5356.12 ms [2021-06-24 07:50:10 main:574] : INFO : Epoch 1794 | loss: 0.0310987 | val_loss: 0.0311616 | Time: 5457.27 ms [2021-06-24 07:50:16 main:574] : INFO : Epoch 1795 | loss: 0.0310959 | val_loss: 0.0311604 | Time: 5332.54 ms [2021-06-24 07:50:22 main:574] : INFO : Epoch 1796 | loss: 0.0310949 | val_loss: 0.0311572 | Time: 5295.96 ms [2021-06-24 07:50:28 main:574] : INFO : Epoch 1797 | loss: 0.0310938 | val_loss: 0.0311621 | Time: 5271.26 ms [2021-06-24 07:50:33 main:574] : INFO : Epoch 1798 | loss: 0.0310968 | val_loss: 0.0311641 | Time: 5384.51 ms [2021-06-24 07:50:40 main:574] : INFO : Epoch 1799 | loss: 0.0310962 | val_loss: 0.0311627 | Time: 5276.27 ms [2021-06-24 07:50:45 main:574] : INFO : Epoch 1800 | loss: 0.0310933 | val_loss: 0.0311614 | Time: 5218.25 ms [2021-06-24 07:50:51 main:574] : INFO : Epoch 1801 | loss: 0.0310935 | val_loss: 0.0311594 | Time: 5334.5 ms [2021-06-24 07:50:57 main:574] : INFO : Epoch 1802 | loss: 0.0310932 | val_loss: 0.0311572 | Time: 5272.21 ms [2021-06-24 07:51:03 main:574] : INFO : Epoch 1803 | loss: 0.031094 | val_loss: 0.0311589 | Time: 5325.43 ms [2021-06-24 07:51:09 main:574] : INFO : Epoch 1804 | loss: 0.0310909 | val_loss: 0.0311565 | Time: 5306.11 ms [2021-06-24 07:51:16 main:574] : INFO : Epoch 1805 | loss: 0.0310908 | val_loss: 0.031164 | Time: 5275.58 ms [2021-06-24 07:51:21 main:574] : INFO : Epoch 1806 | loss: 0.03109 | val_loss: 0.0311642 | Time: 5380.69 ms [2021-06-24 07:51:27 main:574] : INFO : Epoch 1807 | loss: 0.0310921 | val_loss: 0.0311629 | Time: 5332.2 ms [2021-06-24 07:51:33 main:574] : INFO : Epoch 1808 | loss: 0.0310947 | val_loss: 0.03116 | Time: 5351.32 ms [2021-06-24 07:51:40 main:574] : INFO : Epoch 1809 | loss: 0.0310962 | val_loss: 0.0311614 | Time: 5380.86 ms [2021-06-24 07:51:46 main:574] : INFO : Epoch 1810 | loss: 0.0310932 | val_loss: 0.0311577 | Time: 5336.26 ms [2021-06-24 07:51:51 main:574] : INFO : Epoch 1811 | loss: 0.0310987 | val_loss: 0.0311606 | Time: 5413.84 ms [2021-06-24 07:51:58 main:574] : INFO : Epoch 1812 | loss: 0.031103 | val_loss: 0.031157 | Time: 5322.82 ms [2021-06-24 07:52:05 main:574] : INFO : Epoch 1813 | loss: 0.0310991 | val_loss: 0.0311617 | Time: 5441.57 ms [2021-06-24 07:52:11 main:574] : INFO : Epoch 1814 | loss: 0.0310943 | val_loss: 0.0311632 | Time: 5402.24 ms [2021-06-24 07:52:17 main:574] : INFO : Epoch 1815 | loss: 0.031093 | val_loss: 0.0311584 | Time: 5361.51 ms [2021-06-24 07:52:23 main:574] : INFO : Epoch 1816 | loss: 0.0310941 | val_loss: 0.0311566 | Time: 5278.25 ms [2021-06-24 07:52:29 main:574] : INFO : Epoch 1817 | loss: 0.031097 | val_loss: 0.0311605 | Time: 5334.01 ms [2021-06-24 07:52:34 main:574] : INFO : Epoch 1818 | loss: 0.0310951 | val_loss: 0.0311631 | Time: 5298.03 ms [2021-06-24 07:52:40 main:574] : INFO : Epoch 1819 | loss: 0.0310931 | val_loss: 0.0311613 | Time: 5365.26 ms [2021-06-24 07:52:46 main:574] : INFO : Epoch 1820 | loss: 0.0310941 | val_loss: 0.031155 | Time: 5341.07 ms [2021-06-24 07:52:54 main:574] : INFO : Epoch 1821 | loss: 0.0310984 | val_loss: 0.0311556 | Time: 5305.7 ms [2021-06-24 07:52:59 main:574] : INFO : Epoch 1822 | loss: 0.0311067 | val_loss: 0.0311536 | Time: 5311.27 ms [2021-06-24 07:53:04 main:574] : INFO : Epoch 1823 | loss: 0.0311055 | val_loss: 0.0311521 | Time: 5294.95 ms [2021-06-24 07:53:10 main:574] : INFO : Epoch 1824 | loss: 0.0311022 | val_loss: 0.0311536 | Time: 5358.42 ms [2021-06-24 07:53:16 main:574] : INFO : Epoch 1825 | loss: 0.0311016 | val_loss: 0.0311519 | Time: 5337.54 ms [2021-06-24 07:53:22 main:574] : INFO : Epoch 1826 | loss: 0.0310974 | val_loss: 0.0311547 | Time: 5498.86 ms [2021-06-24 07:53:28 main:574] : INFO : Epoch 1827 | loss: 0.0310989 | val_loss: 0.0311541 | Time: 5387.17 ms [2021-06-24 07:53:34 main:574] : INFO : Epoch 1828 | loss: 0.0310933 | val_loss: 0.031159 | Time: 5346.16 ms [2021-06-24 07:53:40 main:574] : INFO : Epoch 1829 | loss: 0.031092 | val_loss: 0.0311576 | Time: 5413.83 ms [2021-06-24 07:53:45 main:574] : INFO : Epoch 1830 | loss: 0.031089 | val_loss: 0.0311546 | Time: 5343.44 ms [2021-06-24 07:53:51 main:574] : INFO : Epoch 1831 | loss: 0.0310934 | val_loss: 0.0311622 | Time: 5390.12 ms [2021-06-24 07:53:57 main:574] : INFO : Epoch 1832 | loss: 0.0310892 | val_loss: 0.0311606 | Time: 5425.04 ms [2021-06-24 07:54:03 main:574] : INFO : Epoch 1833 | loss: 0.0310928 | val_loss: 0.0311537 | Time: 5335.64 ms [2021-06-24 07:54:08 main:574] : INFO : Epoch 1834 | loss: 0.0310923 | val_loss: 0.0311542 | Time: 5350.76 ms [2021-06-24 07:54:14 main:574] : INFO : Epoch 1835 | loss: 0.0310894 | val_loss: 0.0311548 | Time: 5335.12 ms [2021-06-24 07:54:20 main:574] : INFO : Epoch 1836 | loss: 0.0310886 | val_loss: 0.0311563 | Time: 5263.53 ms [2021-06-24 07:54:25 main:574] : INFO : Epoch 1837 | loss: 0.0310925 | val_loss: 0.0311611 | Time: 5337.39 ms [2021-06-24 07:54:31 main:574] : INFO : Epoch 1838 | loss: 0.0310978 | val_loss: 0.0311505 | Time: 5299.34 ms [2021-06-24 07:54:38 main:574] : INFO : Epoch 1839 | loss: 0.031097 | val_loss: 0.0311553 | Time: 5305.68 ms [2021-06-24 07:54:44 main:574] : INFO : Epoch 1840 | loss: 0.0310961 | val_loss: 0.0311588 | Time: 5812.44 ms [2021-06-24 07:54:50 main:574] : INFO : Epoch 1841 | loss: 0.0310904 | val_loss: 0.0311618 | Time: 5445.48 ms [2021-06-24 07:54:56 main:574] : INFO : Epoch 1842 | loss: 0.0310895 | val_loss: 0.0311605 | Time: 5311.68 ms [2021-06-24 07:55:02 main:574] : INFO : Epoch 1843 | loss: 0.0310905 | val_loss: 0.031162 | Time: 5321.1 ms [2021-06-24 07:55:08 main:574] : INFO : Epoch 1844 | loss: 0.0310906 | val_loss: 0.0311604 | Time: 5259.16 ms [2021-06-24 07:55:13 main:574] : INFO : Epoch 1845 | loss: 0.0310874 | val_loss: 0.031164 | Time: 5400.97 ms [2021-06-24 07:55:19 main:574] : INFO : Epoch 1846 | loss: 0.0310869 | val_loss: 0.0311625 | Time: 5285.16 ms [2021-06-24 07:55:25 main:574] : INFO : Epoch 1847 | loss: 0.0310872 | val_loss: 0.031166 | Time: 5326.74 ms [2021-06-24 07:55:31 main:574] : INFO : Epoch 1848 | loss: 0.031091 | val_loss: 0.0311661 | Time: 5392.97 ms [2021-06-24 07:55:36 main:574] : INFO : Epoch 1849 | loss: 0.0310923 | val_loss: 0.0311548 | Time: 5274.46 ms [2021-06-24 07:55:42 main:574] : INFO : Epoch 1850 | loss: 0.031088 | val_loss: 0.0311661 | Time: 5313.26 ms [2021-06-24 07:55:47 main:574] : INFO : Epoch 1851 | loss: 0.0310925 | val_loss: 0.0311657 | Time: 5258.37 ms [2021-06-24 07:55:54 main:574] : INFO : Epoch 1852 | loss: 0.0310918 | val_loss: 0.0311574 | Time: 5347.39 ms [2021-06-24 07:55:59 main:574] : INFO : Epoch 1853 | loss: 0.0310888 | val_loss: 0.0311567 | Time: 5338.54 ms [2021-06-24 07:56:05 main:574] : INFO : Epoch 1854 | loss: 0.0310893 | val_loss: 0.0311661 | Time: 5334.65 ms [2021-06-24 07:56:11 main:574] : INFO : Epoch 1855 | loss: 0.031087 | val_loss: 0.0311628 | Time: 5253.74 ms [2021-06-24 07:56:17 main:574] : INFO : Epoch 1856 | loss: 0.0310871 | val_loss: 0.0311614 | Time: 5318.86 ms [2021-06-24 07:56:23 main:574] : INFO : Epoch 1857 | loss: 0.031088 | val_loss: 0.0311655 | Time: 5263 ms [2021-06-24 07:56:29 main:574] : INFO : Epoch 1858 | loss: 0.031091 | val_loss: 0.0311624 | Time: 5301.48 ms [2021-06-24 07:56:34 main:574] : INFO : Epoch 1859 | loss: 0.0310905 | val_loss: 0.0311637 | Time: 5298.7 ms [2021-06-24 07:56:40 main:574] : INFO : Epoch 1860 | loss: 0.0310868 | val_loss: 0.0311594 | Time: 5255.82 ms [2021-06-24 07:56:46 main:574] : INFO : Epoch 1861 | loss: 0.0310867 | val_loss: 0.0311572 | Time: 5356.16 ms [2021-06-24 07:56:53 main:574] : INFO : Epoch 1862 | loss: 0.0310856 | val_loss: 0.0311666 | Time: 5308.9 ms [2021-06-24 07:57:00 main:574] : INFO : Epoch 1863 | loss: 0.0310868 | val_loss: 0.0311581 | Time: 5397.97 ms [2021-06-24 07:57:06 main:574] : INFO : Epoch 1864 | loss: 0.0310862 | val_loss: 0.0311592 | Time: 5361.35 ms [2021-06-24 07:57:12 main:574] : INFO : Epoch 1865 | loss: 0.0310838 | val_loss: 0.0311618 | Time: 5286.23 ms [2021-06-24 07:57:18 main:574] : INFO : Epoch 1866 | loss: 0.0310828 | val_loss: 0.0311624 | Time: 5327.27 ms [2021-06-24 07:57:23 main:574] : INFO : Epoch 1867 | loss: 0.0310824 | val_loss: 0.0311609 | Time: 5282.39 ms [2021-06-24 07:57:29 main:574] : INFO : Epoch 1868 | loss: 0.0310826 | val_loss: 0.0311686 | Time: 5269.87 ms [2021-06-24 07:57:34 main:574] : INFO : Epoch 1869 | loss: 0.031083 | val_loss: 0.0311656 | Time: 5276.27 ms [2021-06-24 07:57:41 main:574] : INFO : Epoch 1870 | loss: 0.0310852 | val_loss: 0.0311617 | Time: 5292.33 ms [2021-06-24 07:57:46 main:574] : INFO : Epoch 1871 | loss: 0.0310893 | val_loss: 0.0311728 | Time: 5306.39 ms [2021-06-24 07:57:52 main:574] : INFO : Epoch 1872 | loss: 0.0310875 | val_loss: 0.0311616 | Time: 5297.4 ms [2021-06-24 07:57:58 main:574] : INFO : Epoch 1873 | loss: 0.0310867 | val_loss: 0.0311657 | Time: 5281.66 ms [2021-06-24 07:58:04 main:574] : INFO : Epoch 1874 | loss: 0.0310841 | val_loss: 0.0311653 | Time: 5281.53 ms [2021-06-24 07:58:09 main:574] : INFO : Epoch 1875 | loss: 0.0310826 | val_loss: 0.031164 | Time: 5321.34 ms [2021-06-24 07:58:15 main:574] : INFO : Epoch 1876 | loss: 0.0310835 | val_loss: 0.0311659 | Time: 5311.59 ms [2021-06-24 07:58:20 main:574] : INFO : Epoch 1877 | loss: 0.0310852 | val_loss: 0.0311669 | Time: 5293.28 ms [2021-06-24 07:58:26 main:574] : INFO : Epoch 1878 | loss: 0.0310878 | val_loss: 0.0311599 | Time: 5295.78 ms [2021-06-24 07:58:32 main:574] : INFO : Epoch 1879 | loss: 0.0310947 | val_loss: 0.0311622 | Time: 5417.67 ms [2021-06-24 07:58:37 main:574] : INFO : Epoch 1880 | loss: 0.0311048 | val_loss: 0.0311519 | Time: 5321.57 ms [2021-06-24 07:58:44 main:574] : INFO : Epoch 1881 | loss: 0.0311003 | val_loss: 0.0311557 | Time: 5296.55 ms [2021-06-24 07:58:49 main:574] : INFO : Epoch 1882 | loss: 0.0310951 | val_loss: 0.0311568 | Time: 5287.95 ms [2021-06-24 07:58:55 main:574] : INFO : Epoch 1883 | loss: 0.0310964 | val_loss: 0.0311587 | Time: 5530.35 ms [2021-06-24 07:59:02 main:574] : INFO : Epoch 1884 | loss: 0.0310977 | val_loss: 0.0311606 | Time: 5290.38 ms [2021-06-24 07:59:07 main:574] : INFO : Epoch 1885 | loss: 0.0310992 | val_loss: 0.0311614 | Time: 5293.15 ms [2021-06-24 07:59:15 main:574] : INFO : Epoch 1886 | loss: 0.0310954 | val_loss: 0.0311638 | Time: 5301.86 ms [2021-06-24 07:59:21 main:574] : INFO : Epoch 1887 | loss: 0.0310922 | val_loss: 0.0311658 | Time: 5349.75 ms [2021-06-24 07:59:26 main:574] : INFO : Epoch 1888 | loss: 0.0310933 | val_loss: 0.0311541 | Time: 5319.93 ms [2021-06-24 07:59:32 main:574] : INFO : Epoch 1889 | loss: 0.0310941 | val_loss: 0.0311675 | Time: 5307.19 ms [2021-06-24 07:59:38 main:574] : INFO : Epoch 1890 | loss: 0.0310938 | val_loss: 0.0311601 | Time: 5394.84 ms [2021-06-24 07:59:44 main:574] : INFO : Epoch 1891 | loss: 0.0310967 | val_loss: 0.0311651 | Time: 5333 ms [2021-06-24 07:59:51 main:574] : INFO : Epoch 1892 | loss: 0.0310947 | val_loss: 0.0311631 | Time: 5675.73 ms [2021-06-24 07:59:57 main:574] : INFO : Epoch 1893 | loss: 0.0310935 | val_loss: 0.0311597 | Time: 5331.2 ms [2021-06-24 08:00:04 main:574] : INFO : Epoch 1894 | loss: 0.0310939 | val_loss: 0.031166 | Time: 5388.84 ms [2021-06-24 08:00:09 main:574] : INFO : Epoch 1895 | loss: 0.0310921 | val_loss: 0.0311712 | Time: 5312.45 ms [2021-06-24 08:00:15 main:574] : INFO : Epoch 1896 | loss: 0.0310885 | val_loss: 0.0311667 | Time: 5260.7 ms [2021-06-24 08:00:21 main:574] : INFO : Epoch 1897 | loss: 0.0310857 | val_loss: 0.0311698 | Time: 5318.02 ms [2021-06-24 08:00:27 main:574] : INFO : Epoch 1898 | loss: 0.0310889 | val_loss: 0.0311711 | Time: 5242.94 ms [2021-06-24 08:00:32 main:574] : INFO : Epoch 1899 | loss: 0.0310884 | val_loss: 0.0311654 | Time: 5363.26 ms [2021-06-24 08:00:39 main:574] : INFO : Epoch 1900 | loss: 0.0310884 | val_loss: 0.0311662 | Time: 5310.83 ms [2021-06-24 08:00:45 main:574] : INFO : Epoch 1901 | loss: 0.0310867 | val_loss: 0.0311668 | Time: 5292.07 ms [2021-06-24 08:00:50 main:574] : INFO : Epoch 1902 | loss: 0.0310927 | val_loss: 0.031163 | Time: 5248.94 ms [2021-06-24 08:00:56 main:574] : INFO : Epoch 1903 | loss: 0.0310911 | val_loss: 0.0311647 | Time: 5344.52 ms [2021-06-24 08:01:02 main:574] : INFO : Epoch 1904 | loss: 0.0310912 | val_loss: 0.0311555 | Time: 5408.45 ms [2021-06-24 08:01:09 main:574] : INFO : Epoch 1905 | loss: 0.031091 | val_loss: 0.0311689 | Time: 5812.51 ms [2021-06-24 08:01:16 main:574] : INFO : Epoch 1906 | loss: 0.0310881 | val_loss: 0.0311586 | Time: 6372.14 ms [2021-06-24 08:01:22 main:574] : INFO : Epoch 1907 | loss: 0.0310931 | val_loss: 0.031167 | Time: 5645.23 ms [2021-06-24 08:01:28 main:574] : INFO : Epoch 1908 | loss: 0.031094 | val_loss: 0.0311601 | Time: 5854.42 ms [2021-06-24 08:01:34 main:574] : INFO : Epoch 1909 | loss: 0.031087 | val_loss: 0.0311632 | Time: 5946.36 ms [2021-06-24 08:01:40 main:574] : INFO : Epoch 1910 | loss: 0.0310841 | val_loss: 0.0311679 | Time: 5588.56 ms [2021-06-24 08:01:45 main:574] : INFO : Epoch 1911 | loss: 0.0310851 | val_loss: 0.0311592 | Time: 5260.68 ms [2021-06-24 08:01:51 main:574] : INFO : Epoch 1912 | loss: 0.0310811 | val_loss: 0.0311699 | Time: 5793.01 ms [2021-06-24 08:01:57 main:574] : INFO : Epoch 1913 | loss: 0.0310843 | val_loss: 0.0311696 | Time: 5616.68 ms [2021-06-24 08:02:03 main:574] : INFO : Epoch 1914 | loss: 0.0310875 | val_loss: 0.0311599 | Time: 5521.92 ms [2021-06-24 08:02:09 main:574] : INFO : Epoch 1915 | loss: 0.031087 | val_loss: 0.0311608 | Time: 5472.06 ms [2021-06-24 08:02:16 main:574] : INFO : Epoch 1916 | loss: 0.0310868 | val_loss: 0.031163 | Time: 5477.27 ms [2021-06-24 08:02:23 main:574] : INFO : Epoch 1917 | loss: 0.0310832 | val_loss: 0.031159 | Time: 5951.83 ms [2021-06-24 08:02:29 main:574] : INFO : Epoch 1918 | loss: 0.0310851 | val_loss: 0.0311676 | Time: 5505.43 ms [2021-06-24 08:02:35 main:574] : INFO : Epoch 1919 | loss: 0.0310871 | val_loss: 0.0311642 | Time: 5646.01 ms [2021-06-24 08:02:40 main:574] : INFO : Epoch 1920 | loss: 0.0310848 | val_loss: 0.031167 | Time: 5445.77 ms [2021-06-24 08:02:46 main:574] : INFO : Epoch 1921 | loss: 0.0310852 | val_loss: 0.0311636 | Time: 5611.29 ms [2021-06-24 08:02:53 main:574] : INFO : Epoch 1922 | loss: 0.0310854 | val_loss: 0.0311676 | Time: 5809.85 ms [2021-06-24 08:02:59 main:574] : INFO : Epoch 1923 | loss: 0.0310858 | val_loss: 0.0311665 | Time: 5495.27 ms [2021-06-24 08:03:06 main:574] : INFO : Epoch 1924 | loss: 0.031088 | val_loss: 0.0311674 | Time: 5387.7 ms [2021-06-24 08:03:12 main:574] : INFO : Epoch 1925 | loss: 0.0310898 | val_loss: 0.0311667 | Time: 5376.05 ms [2021-06-24 08:03:18 main:574] : INFO : Epoch 1926 | loss: 0.0310861 | val_loss: 0.0311651 | Time: 5458.26 ms [2021-06-24 08:03:24 main:574] : INFO : Epoch 1927 | loss: 0.0310857 | val_loss: 0.0311641 | Time: 5517.41 ms [2021-06-24 08:03:30 main:574] : INFO : Epoch 1928 | loss: 0.0310907 | val_loss: 0.0311616 | Time: 5492.06 ms [2021-06-24 08:03:35 main:574] : INFO : Epoch 1929 | loss: 0.031091 | val_loss: 0.0311585 | Time: 5627.11 ms [2021-06-24 08:03:42 main:574] : INFO : Epoch 1930 | loss: 0.0310876 | val_loss: 0.0311627 | Time: 5494.88 ms [2021-06-24 08:03:48 main:574] : INFO : Epoch 1931 | loss: 0.0310898 | val_loss: 0.031159 | Time: 5493.97 ms [2021-06-24 08:03:55 main:574] : INFO : Epoch 1932 | loss: 0.0310901 | val_loss: 0.0311594 | Time: 6298.35 ms [2021-06-24 08:04:01 main:574] : INFO : Epoch 1933 | loss: 0.0310916 | val_loss: 0.0311606 | Time: 5630.17 ms [2021-06-24 08:04:08 main:574] : INFO : Epoch 1934 | loss: 0.0310902 | val_loss: 0.0311653 | Time: 5483.33 ms [2021-06-24 08:04:14 main:574] : INFO : Epoch 1935 | loss: 0.0310894 | val_loss: 0.031159 | Time: 5457.3 ms [2021-06-24 08:04:20 main:574] : INFO : Epoch 1936 | loss: 0.0310857 | val_loss: 0.0311674 | Time: 5494.91 ms [2021-06-24 08:04:25 main:574] : INFO : Epoch 1937 | loss: 0.0310864 | val_loss: 0.0311726 | Time: 5518.98 ms [2021-06-24 08:04:31 main:574] : INFO : Epoch 1938 | loss: 0.0310897 | val_loss: 0.0311705 | Time: 5425.74 ms [2021-06-24 08:04:38 main:574] : INFO : Epoch 1939 | loss: 0.0310838 | val_loss: 0.0311648 | Time: 6055.97 ms [2021-06-24 08:04:47 main:574] : INFO : Epoch 1940 | loss: 0.0310814 | val_loss: 0.0311649 | Time: 5910.93 ms [2021-06-24 08:04:54 main:574] : INFO : Epoch 1941 | loss: 0.0310805 | val_loss: 0.0311647 | Time: 5787.09 ms [2021-06-24 08:05:00 main:574] : INFO : Epoch 1942 | loss: 0.0310802 | val_loss: 0.0311589 | Time: 5493.88 ms [2021-06-24 08:05:06 main:574] : INFO : Epoch 1943 | loss: 0.0310831 | val_loss: 0.031168 | Time: 5430.79 ms [2021-06-24 08:05:12 main:574] : INFO : Epoch 1944 | loss: 0.0310856 | val_loss: 0.0311639 | Time: 5514.69 ms [2021-06-24 08:05:18 main:574] : INFO : Epoch 1945 | loss: 0.0310997 | val_loss: 0.0311617 | Time: 5483.72 ms [2021-06-24 08:05:24 main:574] : INFO : Epoch 1946 | loss: 0.0311045 | val_loss: 0.0311623 | Time: 5514.89 ms [2021-06-24 08:05:30 main:574] : INFO : Epoch 1947 | loss: 0.031107 | val_loss: 0.0311589 | Time: 5552.13 ms [2021-06-24 08:05:36 main:574] : INFO : Epoch 1948 | loss: 0.0311019 | val_loss: 0.0311592 | Time: 5529.29 ms [2021-06-24 08:05:42 main:574] : INFO : Epoch 1949 | loss: 0.0311053 | val_loss: 0.0311572 | Time: 5519.16 ms [2021-06-24 08:05:49 main:574] : INFO : Epoch 1950 | loss: 0.0311001 | val_loss: 0.0311589 | Time: 5604.58 ms [2021-06-24 08:05:55 main:574] : INFO : Epoch 1951 | loss: 0.0310904 | val_loss: 0.0311655 | Time: 5482.09 ms [2021-06-24 08:06:02 main:574] : INFO : Epoch 1952 | loss: 0.0310901 | val_loss: 0.0311665 | Time: 5403.72 ms [2021-06-24 08:06:08 main:574] : INFO : Epoch 1953 | loss: 0.0310909 | val_loss: 0.0311655 | Time: 5453.35 ms [2021-06-24 08:06:14 main:574] : INFO : Epoch 1954 | loss: 0.0310923 | val_loss: 0.0311711 | Time: 5574.99 ms [2021-06-24 08:06:20 main:574] : INFO : Epoch 1955 | loss: 0.0310961 | val_loss: 0.0311658 | Time: 5620.16 ms [2021-06-24 08:06:27 main:574] : INFO : Epoch 1956 | loss: 0.0310893 | val_loss: 0.0311617 | Time: 5472.13 ms [2021-06-24 08:06:34 main:574] : INFO : Epoch 1957 | loss: 0.0310868 | val_loss: 0.0311679 | Time: 5486.83 ms [2021-06-24 08:06:40 main:574] : INFO : Epoch 1958 | loss: 0.0310885 | val_loss: 0.0311589 | Time: 5739.95 ms [2021-06-24 08:06:46 main:574] : INFO : Epoch 1959 | loss: 0.0310867 | val_loss: 0.0311597 | Time: 5845.52 ms [2021-06-24 08:06:53 main:574] : INFO : Epoch 1960 | loss: 0.0310934 | val_loss: 0.0311552 | Time: 6784.32 ms [2021-06-24 08:07:03 main:574] : INFO : Epoch 1961 | loss: 0.0310978 | val_loss: 0.0311601 | Time: 10028 ms [2021-06-24 08:07:17 main:574] : INFO : Epoch 1962 | loss: 0.0310982 | val_loss: 0.0311605 | Time: 12701.6 ms [2021-06-24 08:07:23 main:574] : INFO : Epoch 1963 | loss: 0.0310999 | val_loss: 0.0311618 | Time: 5407.55 ms [2021-06-24 08:07:29 main:574] : INFO : Epoch 1964 | loss: 0.0310968 | val_loss: 0.031159 | Time: 5407.66 ms [2021-06-24 08:07:35 main:574] : INFO : Epoch 1965 | loss: 0.0310914 | val_loss: 0.0311619 | Time: 5382.96 ms [2021-06-24 08:07:41 main:574] : INFO : Epoch 1966 | loss: 0.0310896 | val_loss: 0.0311611 | Time: 5347.09 ms [2021-06-24 08:07:46 main:574] : INFO : Epoch 1967 | loss: 0.0310942 | val_loss: 0.0311556 | Time: 5372.03 ms [2021-06-24 08:07:52 main:574] : INFO : Epoch 1968 | loss: 0.0310882 | val_loss: 0.0311598 | Time: 5315.37 ms [2021-06-24 08:07:58 main:574] : INFO : Epoch 1969 | loss: 0.0310872 | val_loss: 0.0311526 | Time: 5287.62 ms [2021-06-24 08:08:04 main:574] : INFO : Epoch 1970 | loss: 0.0310883 | val_loss: 0.0311635 | Time: 5360.74 ms [2021-06-24 08:08:10 main:574] : INFO : Epoch 1971 | loss: 0.0310943 | val_loss: 0.031156 | Time: 5337.05 ms [2021-06-24 08:08:16 main:574] : INFO : Epoch 1972 | loss: 0.0310869 | val_loss: 0.0311621 | Time: 5361.95 ms [2021-06-24 08:08:21 main:574] : INFO : Epoch 1973 | loss: 0.031088 | val_loss: 0.0311592 | Time: 5391.93 ms [2021-06-24 08:08:27 main:574] : INFO : Epoch 1974 | loss: 0.0310875 | val_loss: 0.0311649 | Time: 5357.13 ms [2021-06-24 08:08:34 main:574] : INFO : Epoch 1975 | loss: 0.0310876 | val_loss: 0.031163 | Time: 5315.24 ms [2021-06-24 08:08:40 main:574] : INFO : Epoch 1976 | loss: 0.0310917 | val_loss: 0.0311593 | Time: 5353.56 ms [2021-06-24 08:08:46 main:574] : INFO : Epoch 1977 | loss: 0.0310938 | val_loss: 0.0311649 | Time: 5471.4 ms [2021-06-24 08:08:52 main:574] : INFO : Epoch 1978 | loss: 0.031088 | val_loss: 0.0311597 | Time: 5317.14 ms [2021-06-24 08:08:58 main:574] : INFO : Epoch 1979 | loss: 0.031087 | val_loss: 0.0311635 | Time: 5823.21 ms [2021-06-24 08:09:03 main:574] : INFO : Epoch 1980 | loss: 0.0310896 | val_loss: 0.0311788 | Time: 5407.82 ms [2021-06-24 08:09:10 main:574] : INFO : Epoch 1981 | loss: 0.0310895 | val_loss: 0.0311624 | Time: 5471.95 ms [2021-06-24 08:09:25 main:574] : INFO : Epoch 1982 | loss: 0.0310875 | val_loss: 0.0311632 | Time: 14700.8 ms [2021-06-24 08:09:36 main:574] : INFO : Epoch 1983 | loss: 0.0310835 | val_loss: 0.0311601 | Time: 9002.24 ms [2021-06-24 08:09:47 main:574] : INFO : Epoch 1984 | loss: 0.0310863 | val_loss: 0.0311618 | Time: 10451.8 ms [2021-06-24 08:09:57 main:574] : INFO : Epoch 1985 | loss: 0.0310894 | val_loss: 0.0311681 | Time: 9390.15 ms [2021-06-24 08:10:03 main:574] : INFO : Epoch 1986 | loss: 0.0310854 | val_loss: 0.0311576 | Time: 5294.71 ms [2021-06-24 08:10:10 main:574] : INFO : Epoch 1987 | loss: 0.0310877 | val_loss: 0.0311583 | Time: 5305.12 ms [2021-06-24 08:10:17 main:574] : INFO : Epoch 1988 | loss: 0.0310849 | val_loss: 0.0311627 | Time: 5524.66 ms [2021-06-24 08:10:22 main:574] : INFO : Epoch 1989 | loss: 0.0310855 | val_loss: 0.0311684 | Time: 5281.75 ms [2021-06-24 08:10:35 main:574] : INFO : Epoch 1990 | loss: 0.0310827 | val_loss: 0.0311665 | Time: 12431.2 ms [2021-06-24 08:10:44 main:574] : INFO : Epoch 1991 | loss: 0.0310811 | val_loss: 0.0311701 | Time: 8660.4 ms [2021-06-24 08:10:51 main:574] : INFO : Epoch 1992 | loss: 0.0310849 | val_loss: 0.031172 | Time: 6250.68 ms [2021-06-24 08:10:58 main:574] : INFO : Epoch 1993 | loss: 0.03109 | val_loss: 0.0311699 | Time: 6670.26 ms [2021-06-24 08:11:04 main:574] : INFO : Epoch 1994 | loss: 0.0310945 | val_loss: 0.0311681 | Time: 5363.15 ms [2021-06-24 08:11:15 main:574] : INFO : Epoch 1995 | loss: 0.0310906 | val_loss: 0.0311664 | Time: 10296.6 ms [2021-06-24 08:11:22 main:574] : INFO : Epoch 1996 | loss: 0.0310942 | val_loss: 0.0311624 | Time: 6710.53 ms [2021-06-24 08:11:30 main:574] : INFO : Epoch 1997 | loss: 0.0311022 | val_loss: 0.0311584 | Time: 7453.89 ms [2021-06-24 08:11:36 main:574] : INFO : Epoch 1998 | loss: 0.0311005 | val_loss: 0.0311636 | Time: 5785.18 ms [2021-06-24 08:11:43 main:574] : INFO : Epoch 1999 | loss: 0.0311006 | val_loss: 0.0311571 | Time: 5391.81 ms [2021-06-24 08:11:49 main:574] : INFO : Epoch 2000 | loss: 0.0310944 | val_loss: 0.0311578 | Time: 5430.18 ms [2021-06-24 08:11:57 main:574] : INFO : Epoch 2001 | loss: 0.0310925 | val_loss: 0.0311611 | Time: 5550.13 ms [2021-06-24 08:12:03 main:574] : INFO : Epoch 2002 | loss: 0.0310891 | val_loss: 0.0311617 | Time: 5843.18 ms [2021-06-24 08:12:09 main:574] : INFO : Epoch 2003 | loss: 0.0310872 | val_loss: 0.0311667 | Time: 5731.15 ms [2021-06-24 08:12:15 main:574] : INFO : Epoch 2004 | loss: 0.0310941 | val_loss: 0.0311633 | Time: 5423.87 ms [2021-06-24 08:12:22 main:574] : INFO : Epoch 2005 | loss: 0.0310938 | val_loss: 0.0311545 | Time: 7377.38 ms [2021-06-24 08:12:28 main:574] : INFO : Epoch 2006 | loss: 0.0310916 | val_loss: 0.0311568 | Time: 5508.64 ms [2021-06-24 08:12:34 main:574] : INFO : Epoch 2007 | loss: 0.0310899 | val_loss: 0.0311546 | Time: 5402.24 ms [2021-06-24 08:12:40 main:574] : INFO : Epoch 2008 | loss: 0.0310899 | val_loss: 0.0311673 | Time: 5350.28 ms [2021-06-24 08:12:47 main:574] : INFO : Epoch 2009 | loss: 0.0310869 | val_loss: 0.0311572 | Time: 5337.42 ms [2021-06-24 08:12:53 main:574] : INFO : Epoch 2010 | loss: 0.0310884 | val_loss: 0.0311648 | Time: 5519.97 ms [2021-06-24 08:13:05 main:574] : INFO : Epoch 2011 | loss: 0.0310838 | val_loss: 0.0311717 | Time: 12061 ms [2021-06-24 08:13:12 main:574] : INFO : Epoch 2012 | loss: 0.031085 | val_loss: 0.0311632 | Time: 5599.13 ms [2021-06-24 08:13:18 main:574] : INFO : Epoch 2013 | loss: 0.0310823 | val_loss: 0.0311653 | Time: 5739.69 ms [2021-06-24 08:13:25 main:574] : INFO : Epoch 2014 | loss: 0.0310801 | val_loss: 0.0311691 | Time: 5708.22 ms [2021-06-24 08:13:33 main:574] : INFO : Epoch 2015 | loss: 0.0310778 | val_loss: 0.031173 | Time: 5414.49 ms [2021-06-24 08:13:39 main:574] : INFO : Epoch 2016 | loss: 0.0310772 | val_loss: 0.0311647 | Time: 5612.29 ms [2021-06-24 08:13:44 main:574] : INFO : Epoch 2017 | loss: 0.031077 | val_loss: 0.0311635 | Time: 5340.59 ms [2021-06-24 08:13:51 main:574] : INFO : Epoch 2018 | loss: 0.0310797 | val_loss: 0.0311666 | Time: 6129.5 ms [2021-06-24 08:13:59 main:574] : INFO : Epoch 2019 | loss: 0.03108 | val_loss: 0.0311696 | Time: 7468.7 ms [2021-06-24 08:14:06 main:574] : INFO : Epoch 2020 | loss: 0.0310806 | val_loss: 0.0311672 | Time: 6243.12 ms [2021-06-24 08:14:12 main:574] : INFO : Epoch 2021 | loss: 0.0310846 | val_loss: 0.0311623 | Time: 5402.5 ms [2021-06-24 08:14:19 main:574] : INFO : Epoch 2022 | loss: 0.031084 | val_loss: 0.0311636 | Time: 5262.9 ms [2021-06-24 08:14:25 main:574] : INFO : Epoch 2023 | loss: 0.0310823 | val_loss: 0.0311609 | Time: 5427.21 ms [2021-06-24 08:14:31 main:574] : INFO : Epoch 2024 | loss: 0.0310813 | val_loss: 0.0311708 | Time: 5500.62 ms [2021-06-24 08:14:41 main:574] : INFO : Epoch 2025 | loss: 0.0310807 | val_loss: 0.0311595 | Time: 10282.6 ms [2021-06-24 08:14:50 main:574] : INFO : Epoch 2026 | loss: 0.031082 | val_loss: 0.0311641 | Time: 7652.24 ms [2021-06-24 08:15:02 main:574] : INFO : Epoch 2027 | loss: 0.031087 | val_loss: 0.0311686 | Time: 11557.5 ms [2021-06-24 08:15:07 main:574] : INFO : Epoch 2028 | loss: 0.0310834 | val_loss: 0.0311783 | Time: 5274.63 ms [2021-06-24 08:15:14 main:574] : INFO : Epoch 2029 | loss: 0.0310817 | val_loss: 0.0311683 | Time: 5334.59 ms [2021-06-24 08:15:20 main:574] : INFO : Epoch 2030 | loss: 0.0310816 | val_loss: 0.0311734 | Time: 5607.82 ms [2021-06-24 08:15:27 main:574] : INFO : Epoch 2031 | loss: 0.0310791 | val_loss: 0.0311644 | Time: 5298.28 ms [2021-06-24 08:15:32 main:574] : INFO : Epoch 2032 | loss: 0.0310774 | val_loss: 0.0311617 | Time: 5325.17 ms [2021-06-24 08:15:38 main:574] : INFO : Epoch 2033 | loss: 0.0310806 | val_loss: 0.0311651 | Time: 5310.6 ms [2021-06-24 08:15:44 main:574] : INFO : Epoch 2034 | loss: 0.0310794 | val_loss: 0.0311702 | Time: 5307.26 ms [2021-06-24 08:15:50 main:574] : INFO : Epoch 2035 | loss: 0.0310803 | val_loss: 0.0311656 | Time: 5272.46 ms [2021-06-24 08:15:56 main:574] : INFO : Epoch 2036 | loss: 0.0310809 | val_loss: 0.0311543 | Time: 5497.15 ms [2021-06-24 08:16:02 main:574] : INFO : Epoch 2037 | loss: 0.0310778 | val_loss: 0.0311642 | Time: 5303.52 ms [2021-06-24 08:16:08 main:574] : INFO : Epoch 2038 | loss: 0.0310764 | val_loss: 0.0311622 | Time: 5456.27 ms [2021-06-24 08:16:15 main:574] : INFO : Epoch 2039 | loss: 0.031076 | val_loss: 0.0311655 | Time: 5305.56 ms [2021-06-24 08:16:21 main:574] : INFO : Epoch 2040 | loss: 0.0310783 | val_loss: 0.0311619 | Time: 5489.6 ms [2021-06-24 08:16:27 main:574] : INFO : Epoch 2041 | loss: 0.0310754 | val_loss: 0.0311644 | Time: 5372.58 ms [2021-06-24 08:16:33 main:574] : INFO : Epoch 2042 | loss: 0.031073 | val_loss: 0.0311596 | Time: 5349.75 ms [2021-06-24 08:16:39 main:574] : INFO : Epoch 2043 | loss: 0.031073 | val_loss: 0.0311698 | Time: 5303.91 ms [2021-06-24 08:16:45 main:574] : INFO : Epoch 2044 | loss: 0.031073 | val_loss: 0.0311602 | Time: 5295.57 ms [2021-06-24 08:16:51 main:574] : INFO : Epoch 2045 | loss: 0.0310746 | val_loss: 0.0311664 | Time: 5347.65 ms [2021-06-24 08:16:58 main:574] : INFO : Epoch 2046 | loss: 0.0310913 | val_loss: 0.0311564 | Time: 5323.36 ms [2021-06-24 08:17:04 main:574] : INFO : Epoch 2047 | loss: 0.0310976 | val_loss: 0.0311573 | Time: 5332.75 ms [2021-06-24 08:17:09 main:574] : INFO : Epoch 2048 | loss: 0.0310934 | val_loss: 0.0311684 | Time: 5250.95 ms [2021-06-24 08:17:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684 [2021-06-24 08:17:10 main:603] : INFO : Saving end state to config to file [2021-06-24 08:17:10 main:608] : INFO : Success, exiting.. 08:17:10 (8612): 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)