Task 5306856
| Name | ParityMachine-1622599269-6678-2_0 |
| Workunit | 3193825 |
| Created | 6 Jun 2021, 21:43:48 UTC |
| Sent | 10 Jun 2021, 7:56:50 UTC |
| Report deadline | 17 Jun 2021, 7:56:50 UTC |
| Received | 10 Jun 2021, 14:47:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 38 min 30 sec |
| CPU time | 2 hours 1 min 21 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> 1-06-10 10:42:21 main:574] : INFO : Epoch 1575 | loss: 0.0311235 | val_loss: 0.0311813 | Time: 6437.46 ms [2021-06-10 10:42:28 main:574] : INFO : Epoch 1576 | loss: 0.0311236 | val_loss: 0.0311703 | Time: 5620.33 ms [2021-06-10 10:42:35 main:574] : INFO : Epoch 1577 | loss: 0.0311275 | val_loss: 0.0311747 | Time: 5690.79 ms [2021-06-10 10:42:42 main:574] : INFO : Epoch 1578 | loss: 0.0311217 | val_loss: 0.0311694 | Time: 5917.11 ms [2021-06-10 10:42:49 main:574] : INFO : Epoch 1579 | loss: 0.0311196 | val_loss: 0.0311735 | Time: 5883.19 ms [2021-06-10 10:42:57 main:574] : INFO : Epoch 1580 | loss: 0.0311173 | val_loss: 0.0311849 | Time: 8264 ms [2021-06-10 10:43:05 main:574] : INFO : Epoch 1581 | loss: 0.0311256 | val_loss: 0.0311769 | Time: 6186.12 ms [2021-06-10 10:43:11 main:574] : INFO : Epoch 1582 | loss: 0.0311206 | val_loss: 0.0311721 | Time: 5956.97 ms [2021-06-10 10:43:17 main:574] : INFO : Epoch 1583 | loss: 0.0311194 | val_loss: 0.031174 | Time: 5768.8 ms [2021-06-10 10:43:22 main:574] : INFO : Epoch 1584 | loss: 0.0311233 | val_loss: 0.0311763 | Time: 5557.04 ms [2021-06-10 10:43:30 main:574] : INFO : Epoch 1585 | loss: 0.0311217 | val_loss: 0.0311759 | Time: 6474.05 ms [2021-06-10 10:43:37 main:574] : INFO : Epoch 1586 | loss: 0.0311189 | val_loss: 0.031177 | Time: 6017.01 ms [2021-06-10 10:43:44 main:574] : INFO : Epoch 1587 | loss: 0.031118 | val_loss: 0.0311744 | Time: 5966.46 ms [2021-06-10 10:43:50 main:574] : INFO : Epoch 1588 | loss: 0.0311177 | val_loss: 0.0311756 | Time: 5818.89 ms [2021-06-10 10:43:57 main:574] : INFO : Epoch 1589 | loss: 0.0311204 | val_loss: 0.0311755 | Time: 6566.16 ms [2021-06-10 10:44:03 main:574] : INFO : Epoch 1590 | loss: 0.0311183 | val_loss: 0.0311715 | Time: 6012.71 ms [2021-06-10 10:44:09 main:574] : INFO : Epoch 1591 | loss: 0.0311161 | val_loss: 0.0311787 | Time: 6283.33 ms [2021-06-10 10:44:17 main:574] : INFO : Epoch 1592 | loss: 0.0311139 | val_loss: 0.0311795 | Time: 6580.49 ms [2021-06-10 10:44:25 main:574] : INFO : Epoch 1593 | loss: 0.0311159 | val_loss: 0.0311782 | Time: 8074.84 ms [2021-06-10 10:44:33 main:574] : INFO : Epoch 1594 | loss: 0.0311147 | val_loss: 0.031178 | Time: 7120.83 ms [2021-06-10 10:44:39 main:574] : INFO : Epoch 1595 | loss: 0.0311138 | val_loss: 0.031184 | Time: 6007.71 ms [2021-06-10 10:44:45 main:574] : INFO : Epoch 1596 | loss: 0.0311129 | val_loss: 0.0311816 | Time: 5321.86 ms [2021-06-10 10:44:51 main:574] : INFO : Epoch 1597 | loss: 0.0311189 | val_loss: 0.0311714 | Time: 5306.6 ms [2021-06-10 10:44:57 main:574] : INFO : Epoch 1598 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 5321.78 ms [2021-06-10 10:45:02 main:574] : INFO : Epoch 1599 | loss: 0.031136 | val_loss: 0.0311723 | Time: 5198.56 ms [2021-06-10 10:45:08 main:574] : INFO : Epoch 1600 | loss: 0.0311322 | val_loss: 0.0311661 | Time: 5388.02 ms [2021-06-10 10:45:14 main:574] : INFO : Epoch 1601 | loss: 0.0311291 | val_loss: 0.0311701 | Time: 5270.49 ms [2021-06-10 10:45:20 main:574] : INFO : Epoch 1602 | loss: 0.0311268 | val_loss: 0.031174 | Time: 5305.73 ms [2021-06-10 10:45:25 main:574] : INFO : Epoch 1603 | loss: 0.0311268 | val_loss: 0.0311747 | Time: 5291.35 ms [2021-06-10 10:45:32 main:574] : INFO : Epoch 1604 | loss: 0.0311275 | val_loss: 0.0311711 | Time: 5283.88 ms [2021-06-10 10:45:37 main:574] : INFO : Epoch 1605 | loss: 0.0311262 | val_loss: 0.0311731 | Time: 5253.38 ms [2021-06-10 10:45:43 main:574] : INFO : Epoch 1606 | loss: 0.0311236 | val_loss: 0.0311673 | Time: 5263.67 ms [2021-06-10 10:45:48 main:574] : INFO : Epoch 1607 | loss: 0.0311205 | val_loss: 0.0311727 | Time: 5243.37 ms [2021-06-10 10:45:54 main:574] : INFO : Epoch 1608 | loss: 0.0311254 | val_loss: 0.0311656 | Time: 5389.85 ms [2021-06-10 10:46:00 main:574] : INFO : Epoch 1609 | loss: 0.0311335 | val_loss: 0.0311806 | Time: 5797.88 ms [2021-06-10 10:46:06 main:574] : INFO : Epoch 1610 | loss: 0.0311367 | val_loss: 0.0311784 | Time: 5572.25 ms [2021-06-10 10:46:15 main:574] : INFO : Epoch 1611 | loss: 0.0311271 | val_loss: 0.0311737 | Time: 8686.39 ms [2021-06-10 10:46:22 main:574] : INFO : Epoch 1612 | loss: 0.0311194 | val_loss: 0.0311741 | Time: 7118.85 ms [2021-06-10 10:46:30 main:574] : INFO : Epoch 1613 | loss: 0.0311169 | val_loss: 0.0311759 | Time: 6293.82 ms [2021-06-10 10:46:36 main:574] : INFO : Epoch 1614 | loss: 0.0311204 | val_loss: 0.0311865 | Time: 5532.94 ms [2021-06-10 10:46:43 main:574] : INFO : Epoch 1615 | loss: 0.0311278 | val_loss: 0.031174 | Time: 6299.22 ms [2021-06-10 10:46:50 main:574] : INFO : Epoch 1616 | loss: 0.0311222 | val_loss: 0.031169 | Time: 6739.93 ms [2021-06-10 10:46:57 main:574] : INFO : Epoch 1617 | loss: 0.0311223 | val_loss: 0.0311643 | Time: 6643.23 ms [2021-06-10 10:47:05 main:574] : INFO : Epoch 1618 | loss: 0.0311187 | val_loss: 0.0311689 | Time: 7430.86 ms [2021-06-10 10:47:11 main:574] : INFO : Epoch 1619 | loss: 0.0311209 | val_loss: 0.0311711 | Time: 5945.85 ms [2021-06-10 10:47:17 main:574] : INFO : Epoch 1620 | loss: 0.0311243 | val_loss: 0.0311723 | Time: 5304.53 ms [2021-06-10 10:47:22 main:574] : INFO : Epoch 1621 | loss: 0.0311211 | val_loss: 0.0311728 | Time: 5318.79 ms [2021-06-10 10:47:28 main:574] : INFO : Epoch 1622 | loss: 0.031127 | val_loss: 0.0311659 | Time: 5637.23 ms [2021-06-10 10:47:34 main:574] : INFO : Epoch 1623 | loss: 0.0311258 | val_loss: 0.031174 | Time: 6004.79 ms [2021-06-10 10:47:40 main:574] : INFO : Epoch 1624 | loss: 0.031123 | val_loss: 0.0311628 | Time: 5393.85 ms [2021-06-10 10:47:47 main:574] : INFO : Epoch 1625 | loss: 0.0311221 | val_loss: 0.0311655 | Time: 5570.44 ms [2021-06-10 10:47:54 main:574] : INFO : Epoch 1626 | loss: 0.0311183 | val_loss: 0.031164 | Time: 5475.59 ms [2021-06-10 10:48:02 main:574] : INFO : Epoch 1627 | loss: 0.0311168 | val_loss: 0.0311692 | Time: 8448.03 ms [2021-06-10 10:48:10 main:574] : INFO : Epoch 1628 | loss: 0.0311192 | val_loss: 0.0311699 | Time: 6828.7 ms [2021-06-10 10:48:17 main:574] : INFO : Epoch 1629 | loss: 0.0311273 | val_loss: 0.0311703 | Time: 6039.92 ms [2021-06-10 10:48:25 main:574] : INFO : Epoch 1630 | loss: 0.0311246 | val_loss: 0.0311687 | Time: 6819.4 ms [2021-06-10 10:48:35 main:574] : INFO : Epoch 1631 | loss: 0.0311217 | val_loss: 0.0311658 | Time: 9172.82 ms [2021-06-10 10:48:43 main:574] : INFO : Epoch 1632 | loss: 0.0311187 | val_loss: 0.0311769 | Time: 7700.83 ms [2021-06-10 10:48:50 main:574] : INFO : Epoch 1633 | loss: 0.0311189 | val_loss: 0.0311683 | Time: 6014.93 ms [2021-06-10 10:48:56 main:574] : INFO : Epoch 1634 | loss: 0.0311171 | val_loss: 0.0311735 | Time: 5395.44 ms [2021-06-10 10:49:02 main:574] : INFO : Epoch 1635 | loss: 0.0311173 | val_loss: 0.0311769 | Time: 5346.09 ms [2021-06-10 10:49:08 main:574] : INFO : Epoch 1636 | loss: 0.0311184 | val_loss: 0.0311696 | Time: 5296.52 ms [2021-06-10 10:49:14 main:574] : INFO : Epoch 1637 | loss: 0.0311183 | val_loss: 0.0311681 | Time: 5341.94 ms [2021-06-10 10:49:20 main:574] : INFO : Epoch 1638 | loss: 0.0311224 | val_loss: 0.0311706 | Time: 6470.48 ms [2021-06-10 10:49:28 main:574] : INFO : Epoch 1639 | loss: 0.0311209 | val_loss: 0.031167 | Time: 5820.51 ms [2021-06-10 10:49:34 main:574] : INFO : Epoch 1640 | loss: 0.0311168 | val_loss: 0.0311732 | Time: 5646.03 ms [2021-06-10 10:49:40 main:574] : INFO : Epoch 1641 | loss: 0.0311148 | val_loss: 0.0311688 | Time: 5698.4 ms [2021-06-10 10:49:50 main:574] : INFO : Epoch 1642 | loss: 0.0311133 | val_loss: 0.0311685 | Time: 8375.77 ms [2021-06-10 10:49:59 main:574] : INFO : Epoch 1643 | loss: 0.0311154 | val_loss: 0.0311768 | Time: 8159.6 ms [2021-06-10 10:50:05 main:574] : INFO : Epoch 1644 | loss: 0.0311158 | val_loss: 0.0311649 | Time: 5399.44 ms [2021-06-10 10:50:11 main:574] : INFO : Epoch 1645 | loss: 0.0311213 | val_loss: 0.0311622 | Time: 5334.16 ms [2021-06-10 10:50:17 main:574] : INFO : Epoch 1646 | loss: 0.0311153 | val_loss: 0.0311688 | Time: 5301.05 ms [2021-06-10 10:50:23 main:574] : INFO : Epoch 1647 | loss: 0.0311131 | val_loss: 0.0311712 | Time: 5447.86 ms [2021-06-10 10:50:28 main:574] : INFO : Epoch 1648 | loss: 0.0311121 | val_loss: 0.0311727 | Time: 5282.05 ms [2021-06-10 10:50:34 main:574] : INFO : Epoch 1649 | loss: 0.0311115 | val_loss: 0.0311732 | Time: 5397.26 ms [2021-06-10 10:50:39 main:574] : INFO : Epoch 1650 | loss: 0.0311186 | val_loss: 0.0311718 | Time: 5237.13 ms [2021-06-10 10:50:45 main:574] : INFO : Epoch 1651 | loss: 0.0311217 | val_loss: 0.0311816 | Time: 5450.44 ms [2021-06-10 10:50:51 main:574] : INFO : Epoch 1652 | loss: 0.0311227 | val_loss: 0.0311726 | Time: 5444.9 ms [2021-06-10 10:51:00 main:574] : INFO : Epoch 1653 | loss: 0.0311197 | val_loss: 0.0311709 | Time: 9664.28 ms [2021-06-10 10:51:07 main:574] : INFO : Epoch 1654 | loss: 0.031117 | val_loss: 0.031186 | Time: 6191.39 ms [2021-06-10 10:51:16 main:574] : INFO : Epoch 1655 | loss: 0.0311182 | val_loss: 0.0311754 | Time: 8902.54 ms [2021-06-10 10:51:27 main:574] : INFO : Epoch 1656 | loss: 0.0311125 | val_loss: 0.0311783 | Time: 10109.4 ms [2021-06-10 10:51:36 main:574] : INFO : Epoch 1657 | loss: 0.0311156 | val_loss: 0.0311757 | Time: 8219.61 ms [2021-06-10 10:51:49 main:574] : INFO : Epoch 1658 | loss: 0.0311165 | val_loss: 0.0311752 | Time: 11645.3 ms [2021-06-10 10:51:57 main:574] : INFO : Epoch 1659 | loss: 0.0311158 | val_loss: 0.0311806 | Time: 6587.32 ms [2021-06-10 10:52:06 main:574] : INFO : Epoch 1660 | loss: 0.0311136 | val_loss: 0.0311675 | Time: 6512.81 ms [2021-06-10 10:52:13 main:574] : INFO : Epoch 1661 | loss: 0.0311145 | val_loss: 0.0311788 | Time: 6173 ms [2021-06-10 10:52:19 main:574] : INFO : Epoch 1662 | loss: 0.031108 | val_loss: 0.0311865 | Time: 5341.97 ms [2021-06-10 10:52:25 main:574] : INFO : Epoch 1663 | loss: 0.0311096 | val_loss: 0.0311785 | Time: 5345.18 ms [2021-06-10 10:52:31 main:574] : INFO : Epoch 1664 | loss: 0.0311121 | val_loss: 0.0311738 | Time: 5357.14 ms [2021-06-10 10:52:36 main:574] : INFO : Epoch 1665 | loss: 0.0311141 | val_loss: 0.0311849 | Time: 5315.24 ms [2021-06-10 10:52:43 main:574] : INFO : Epoch 1666 | loss: 0.0311135 | val_loss: 0.0311778 | Time: 6394.45 ms [2021-06-10 10:52:48 main:574] : INFO : Epoch 1667 | loss: 0.0311145 | val_loss: 0.0311848 | Time: 5362.08 ms [2021-06-10 10:52:55 main:574] : INFO : Epoch 1668 | loss: 0.0311143 | val_loss: 0.0311764 | Time: 5722.47 ms [2021-06-10 10:53:01 main:574] : INFO : Epoch 1669 | loss: 0.0311156 | val_loss: 0.0311716 | Time: 6463.76 ms [2021-06-10 10:53:07 main:574] : INFO : Epoch 1670 | loss: 0.0311163 | val_loss: 0.0311773 | Time: 5729.52 ms [2021-06-10 10:53:15 main:574] : INFO : Epoch 1671 | loss: 0.0311152 | val_loss: 0.0311686 | Time: 7669.66 ms [2021-06-10 10:53:22 main:574] : INFO : Epoch 1672 | loss: 0.03112 | val_loss: 0.0311758 | Time: 6025.55 ms [2021-06-10 10:53:28 main:574] : INFO : Epoch 1673 | loss: 0.0311169 | val_loss: 0.0311712 | Time: 6021.74 ms [2021-06-10 10:53:34 main:574] : INFO : Epoch 1674 | loss: 0.0311153 | val_loss: 0.0311709 | Time: 5664.26 ms [2021-06-10 10:53:41 main:574] : INFO : Epoch 1675 | loss: 0.031113 | val_loss: 0.0311754 | Time: 5496.88 ms [2021-06-10 10:53:47 main:574] : INFO : Epoch 1676 | loss: 0.0311139 | val_loss: 0.0311756 | Time: 5459.12 ms [2021-06-10 10:53:54 main:574] : INFO : Epoch 1677 | loss: 0.0311141 | val_loss: 0.0311665 | Time: 7218.79 ms [2021-06-10 10:54:03 main:574] : INFO : Epoch 1678 | loss: 0.0311121 | val_loss: 0.0311821 | Time: 7304.32 ms [2021-06-10 10:54:09 main:574] : INFO : Epoch 1679 | loss: 0.0311143 | val_loss: 0.0311746 | Time: 5666.92 ms [2021-06-10 10:54:16 main:574] : INFO : Epoch 1680 | loss: 0.0311137 | val_loss: 0.0311749 | Time: 6129.77 ms [2021-06-10 10:54:22 main:574] : INFO : Epoch 1681 | loss: 0.0311089 | val_loss: 0.0311841 | Time: 5880.47 ms [2021-06-10 10:54:28 main:574] : INFO : Epoch 1682 | loss: 0.0311086 | val_loss: 0.0311879 | Time: 6140.94 ms [2021-06-10 10:54:34 main:574] : INFO : Epoch 1683 | loss: 0.0311097 | val_loss: 0.0311757 | Time: 5481.35 ms [2021-06-10 10:54:41 main:574] : INFO : Epoch 1684 | loss: 0.0311084 | val_loss: 0.0311823 | Time: 6375.09 ms [2021-06-10 10:54:50 main:574] : INFO : Epoch 1685 | loss: 0.0311072 | val_loss: 0.0311768 | Time: 8155.42 ms [2021-06-10 10:55:02 main:574] : INFO : Epoch 1686 | loss: 0.0311079 | val_loss: 0.0311715 | Time: 12286.2 ms [2021-06-10 10:55:09 main:574] : INFO : Epoch 1687 | loss: 0.0311196 | val_loss: 0.0311755 | Time: 6301.09 ms [2021-06-10 10:55:16 main:574] : INFO : Epoch 1688 | loss: 0.0311302 | val_loss: 0.0311744 | Time: 5397.24 ms [2021-06-10 10:55:22 main:574] : INFO : Epoch 1689 | loss: 0.0311307 | val_loss: 0.0311683 | Time: 5312.44 ms [2021-06-10 10:55:28 main:574] : INFO : Epoch 1690 | loss: 0.0311265 | val_loss: 0.0311737 | Time: 5434.28 ms [2021-06-10 10:55:34 main:574] : INFO : Epoch 1691 | loss: 0.0311297 | val_loss: 0.0311716 | Time: 5335.12 ms [2021-06-10 10:55:40 main:574] : INFO : Epoch 1692 | loss: 0.0311277 | val_loss: 0.0311686 | Time: 5337.03 ms [2021-06-10 10:55:46 main:574] : INFO : Epoch 1693 | loss: 0.0311238 | val_loss: 0.0311731 | Time: 5378.07 ms [2021-06-10 10:55:51 main:574] : INFO : Epoch 1694 | loss: 0.0311224 | val_loss: 0.0311791 | Time: 5420.88 ms [2021-06-10 10:55:58 main:574] : INFO : Epoch 1695 | loss: 0.0311249 | val_loss: 0.0311687 | Time: 5508.37 ms [2021-06-10 10:56:10 main:574] : INFO : Epoch 1696 | loss: 0.0311234 | val_loss: 0.0311726 | Time: 10988.9 ms [2021-06-10 10:56:18 main:574] : INFO : Epoch 1697 | loss: 0.03112 | val_loss: 0.0311786 | Time: 7500.73 ms [2021-06-10 10:56:26 main:574] : INFO : Epoch 1698 | loss: 0.0311193 | val_loss: 0.0311739 | Time: 7571.5 ms [2021-06-10 10:56:36 main:574] : INFO : Epoch 1699 | loss: 0.0311195 | val_loss: 0.0311753 | Time: 8921.78 ms [2021-06-10 10:56:44 main:574] : INFO : Epoch 1700 | loss: 0.0311193 | val_loss: 0.0311734 | Time: 7876.72 ms [2021-06-10 10:56:52 main:574] : INFO : Epoch 1701 | loss: 0.0311143 | val_loss: 0.0311768 | Time: 6378.54 ms [2021-06-10 10:56:59 main:574] : INFO : Epoch 1702 | loss: 0.0311151 | val_loss: 0.0311724 | Time: 7194.23 ms [2021-06-10 10:57:08 main:574] : INFO : Epoch 1703 | loss: 0.031114 | val_loss: 0.0311798 | Time: 8559.94 ms [2021-06-10 10:57:16 main:574] : INFO : Epoch 1704 | loss: 0.0311123 | val_loss: 0.0311749 | Time: 7349.43 ms [2021-06-10 10:57:22 main:574] : INFO : Epoch 1705 | loss: 0.0311155 | val_loss: 0.0311751 | Time: 5773.11 ms [2021-06-10 10:57:28 main:574] : INFO : Epoch 1706 | loss: 0.0311166 | val_loss: 0.031175 | Time: 5673.35 ms [2021-06-10 10:57:36 main:574] : INFO : Epoch 1707 | loss: 0.0311163 | val_loss: 0.0311767 | Time: 6777.9 ms [2021-06-10 10:57:45 main:574] : INFO : Epoch 1708 | loss: 0.031117 | val_loss: 0.0311784 | Time: 7903.39 ms [2021-06-10 10:57:59 main:574] : INFO : Epoch 1709 | loss: 0.0311183 | val_loss: 0.0311838 | Time: 14266.6 ms [2021-06-10 10:58:07 main:574] : INFO : Epoch 1710 | loss: 0.0311166 | val_loss: 0.0311768 | Time: 6609.43 ms [2021-06-10 10:58:15 main:574] : INFO : Epoch 1711 | loss: 0.031118 | val_loss: 0.0311745 | Time: 7138.46 ms [2021-06-10 10:58:23 main:574] : INFO : Epoch 1712 | loss: 0.0311137 | val_loss: 0.0311781 | Time: 7597.93 ms [2021-06-10 10:58:33 main:574] : INFO : Epoch 1713 | loss: 0.0311112 | val_loss: 0.0311814 | Time: 9152.29 ms [2021-06-10 10:58:40 main:574] : INFO : Epoch 1714 | loss: 0.0311122 | val_loss: 0.031175 | Time: 6841.86 ms [2021-06-10 10:58:47 main:574] : INFO : Epoch 1715 | loss: 0.03111 | val_loss: 0.0311804 | Time: 5680.56 ms [2021-06-10 10:58:52 main:574] : INFO : Epoch 1716 | loss: 0.0311094 | val_loss: 0.031173 | Time: 5312.24 ms [2021-06-10 10:59:03 main:574] : INFO : Epoch 1717 | loss: 0.0311129 | val_loss: 0.0311759 | Time: 10564.1 ms [2021-06-10 10:59:13 main:574] : INFO : Epoch 1718 | loss: 0.0311123 | val_loss: 0.0311773 | Time: 9435.94 ms [2021-06-10 10:59:23 main:574] : INFO : Epoch 1719 | loss: 0.0311103 | val_loss: 0.0311786 | Time: 7898.2 ms [2021-06-10 10:59:32 main:574] : INFO : Epoch 1720 | loss: 0.0311071 | val_loss: 0.0311793 | Time: 8278.28 ms [2021-06-10 10:59:38 main:574] : INFO : Epoch 1721 | loss: 0.0311063 | val_loss: 0.0311774 | Time: 5895.47 ms [2021-06-10 10:59:45 main:574] : INFO : Epoch 1722 | loss: 0.0311087 | val_loss: 0.0311806 | Time: 6247.57 ms [2021-06-10 10:59:54 main:574] : INFO : Epoch 1723 | loss: 0.0311068 | val_loss: 0.0311723 | Time: 9511.69 ms [2021-06-10 11:00:02 main:574] : INFO : Epoch 1724 | loss: 0.0311176 | val_loss: 0.0311854 | Time: 7602 ms [2021-06-10 11:00:12 main:574] : INFO : Epoch 1725 | loss: 0.0311218 | val_loss: 0.031172 | Time: 7778.45 ms [2021-06-10 11:00:20 main:574] : INFO : Epoch 1726 | loss: 0.0311208 | val_loss: 0.0311855 | Time: 7467.24 ms [2021-06-10 11:00:30 main:574] : INFO : Epoch 1727 | loss: 0.0311173 | val_loss: 0.0311765 | Time: 9315.5 ms [2021-06-10 11:00:40 main:574] : INFO : Epoch 1728 | loss: 0.0311155 | val_loss: 0.0311749 | Time: 8867.32 ms [2021-06-10 11:00:49 main:574] : INFO : Epoch 1729 | loss: 0.0311134 | val_loss: 0.0311836 | Time: 6983.12 ms [2021-06-10 11:00:57 main:574] : INFO : Epoch 1730 | loss: 0.0311207 | val_loss: 0.0311804 | Time: 6218.26 ms [2021-06-10 11:01:03 main:574] : INFO : Epoch 1731 | loss: 0.0311158 | val_loss: 0.0311771 | Time: 6161.23 ms [2021-06-10 11:01:12 main:574] : INFO : Epoch 1732 | loss: 0.0311125 | val_loss: 0.0311835 | Time: 8137.35 ms [2021-06-10 11:01:20 main:574] : INFO : Epoch 1733 | loss: 0.0311139 | val_loss: 0.0311718 | Time: 7328.06 ms [2021-06-10 11:01:27 main:574] : INFO : Epoch 1734 | loss: 0.0311135 | val_loss: 0.031173 | Time: 6040.97 ms [2021-06-10 11:01:33 main:574] : INFO : Epoch 1735 | loss: 0.0311135 | val_loss: 0.0311747 | Time: 5369.34 ms [2021-06-10 11:01:39 main:574] : INFO : Epoch 1736 | loss: 0.0311142 | val_loss: 0.0311696 | Time: 5409.82 ms [2021-06-10 11:01:45 main:574] : INFO : Epoch 1737 | loss: 0.0311134 | val_loss: 0.0311775 | Time: 5293.53 ms [2021-06-10 11:01:51 main:574] : INFO : Epoch 1738 | loss: 0.0311124 | val_loss: 0.0311728 | Time: 5258 ms [2021-06-10 11:01:58 main:574] : INFO : Epoch 1739 | loss: 0.0311096 | val_loss: 0.0311694 | Time: 5352.4 ms [2021-06-10 11:02:04 main:574] : INFO : Epoch 1740 | loss: 0.0311134 | val_loss: 0.0311779 | Time: 5359.56 ms [2021-06-10 11:02:10 main:574] : INFO : Epoch 1741 | loss: 0.0311131 | val_loss: 0.0311731 | Time: 5334.56 ms [2021-06-10 11:02:16 main:574] : INFO : Epoch 1742 | loss: 0.031112 | val_loss: 0.0311731 | Time: 5384.95 ms [2021-06-10 11:02:21 main:574] : INFO : Epoch 1743 | loss: 0.0311155 | val_loss: 0.031178 | Time: 5274.97 ms [2021-06-10 11:02:28 main:574] : INFO : Epoch 1744 | loss: 0.031114 | val_loss: 0.0311758 | Time: 6396.87 ms [2021-06-10 11:02:37 main:574] : INFO : Epoch 1745 | loss: 0.0311213 | val_loss: 0.0311754 | Time: 8437.66 ms [2021-06-10 11:02:46 main:574] : INFO : Epoch 1746 | loss: 0.0311201 | val_loss: 0.0311764 | Time: 8558.43 ms [2021-06-10 11:02:54 main:574] : INFO : Epoch 1747 | loss: 0.0311151 | val_loss: 0.0311743 | Time: 8004.58 ms [2021-06-10 11:03:03 main:574] : INFO : Epoch 1748 | loss: 0.0311116 | val_loss: 0.0311699 | Time: 8253.83 ms [2021-06-10 11:03:13 main:574] : INFO : Epoch 1749 | loss: 0.0311123 | val_loss: 0.0311775 | Time: 8701.96 ms [2021-06-10 11:03:22 main:574] : INFO : Epoch 1750 | loss: 0.0311126 | val_loss: 0.0311736 | Time: 8048.69 ms [2021-06-10 11:03:31 main:574] : INFO : Epoch 1751 | loss: 0.031113 | val_loss: 0.0311692 | Time: 8183.48 ms [2021-06-10 11:03:41 main:574] : INFO : Epoch 1752 | loss: 0.0311098 | val_loss: 0.0311724 | Time: 9895.56 ms [2021-06-10 11:03:51 main:574] : INFO : Epoch 1753 | loss: 0.0311097 | val_loss: 0.0311726 | Time: 9913.24 ms [2021-06-10 11:04:02 main:574] : INFO : Epoch 1754 | loss: 0.0311135 | val_loss: 0.0311724 | Time: 10298.9 ms [2021-06-10 11:04:10 main:574] : INFO : Epoch 1755 | loss: 0.0311169 | val_loss: 0.0311751 | Time: 7285.44 ms [2021-06-10 11:04:18 main:574] : INFO : Epoch 1756 | loss: 0.0311424 | val_loss: 0.0311677 | Time: 7353.49 ms [2021-06-10 11:04:27 main:574] : INFO : Epoch 1757 | loss: 0.0311405 | val_loss: 0.0311676 | Time: 8704.61 ms [2021-06-10 11:04:35 main:574] : INFO : Epoch 1758 | loss: 0.0311373 | val_loss: 0.0311669 | Time: 7679.18 ms [2021-06-10 11:04:46 main:574] : INFO : Epoch 1759 | loss: 0.0311296 | val_loss: 0.0311659 | Time: 9705.59 ms [2021-06-10 11:04:54 main:574] : INFO : Epoch 1760 | loss: 0.0311276 | val_loss: 0.0311659 | Time: 7826.48 ms [2021-06-10 11:05:04 main:574] : INFO : Epoch 1761 | loss: 0.0311266 | val_loss: 0.0311646 | Time: 9504.23 ms [2021-06-10 11:05:13 main:574] : INFO : Epoch 1762 | loss: 0.0311251 | val_loss: 0.0311677 | Time: 8500.11 ms [2021-06-10 11:05:23 main:574] : INFO : Epoch 1763 | loss: 0.031126 | val_loss: 0.0311701 | Time: 7943.57 ms [2021-06-10 11:05:33 main:574] : INFO : Epoch 1764 | loss: 0.0311233 | val_loss: 0.0311654 | Time: 8994.91 ms [2021-06-10 11:05:40 main:574] : INFO : Epoch 1765 | loss: 0.0311214 | val_loss: 0.0311639 | Time: 7183.14 ms [2021-06-10 11:05:47 main:574] : INFO : Epoch 1766 | loss: 0.0311189 | val_loss: 0.0311633 | Time: 6737.85 ms [2021-06-10 11:05:54 main:574] : INFO : Epoch 1767 | loss: 0.0311175 | val_loss: 0.0311655 | Time: 6583.75 ms [2021-06-10 11:06:02 main:574] : INFO : Epoch 1768 | loss: 0.0311172 | val_loss: 0.0311658 | Time: 7977.64 ms [2021-06-10 11:06:12 main:574] : INFO : Epoch 1769 | loss: 0.0311178 | val_loss: 0.0311661 | Time: 9641.13 ms [2021-06-10 11:06:23 main:574] : INFO : Epoch 1770 | loss: 0.0311196 | val_loss: 0.0311674 | Time: 10644.7 ms [2021-06-10 11:06:32 main:574] : INFO : Epoch 1771 | loss: 0.0311219 | val_loss: 0.031164 | Time: 8258.71 ms [2021-06-10 11:06:38 main:574] : INFO : Epoch 1772 | loss: 0.0311185 | val_loss: 0.0311674 | Time: 6120.11 ms [2021-06-10 11:06:48 main:574] : INFO : Epoch 1773 | loss: 0.0311192 | val_loss: 0.0311694 | Time: 9329.11 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-10 11:55:27 main:435] : INFO : Set logging level to 1 [2021-06-10 11:55:28 main:441] : INFO : Running in BOINC Client mode [2021-06-10 11:55:30 main:444] : INFO : Resolving all filenames [2021-06-10 11:55:31 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-10 11:55:32 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622599269-6678-2_0_r716625132_1 (exists = 1) [2021-06-10 11:55:33 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622599269-6678-2_0_r716625132_0 (exists = 0) [2021-06-10 11:55:34 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622599269-6678-2 (exists = 1) [2021-06-10 11:55:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-10 11:55:35 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-10 11:55:35 main:474] : INFO : Configuration: [2021-06-10 11:55:36 main:475] : INFO : Model type: GRU [2021-06-10 11:55:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-10 11:55:36 main:477] : INFO : Max Epochs: 2048 [2021-06-10 11:55:36 main:478] : INFO : Batch Size: 128 [2021-06-10 11:55:36 main:479] : INFO : Learning Rate: 0.01 [2021-06-10 11:55:37 main:480] : INFO : Patience: 10 [2021-06-10 11:55:37 main:481] : INFO : Hidden Width: 12 [2021-06-10 11:55:38 main:482] : INFO : # Recurrent Layers: 4 [2021-06-10 11:55:38 main:483] : INFO : # Backend Layers: 4 [2021-06-10 11:55:38 main:484] : INFO : # Threads: 1 [2021-06-10 11:55:38 main:486] : INFO : Preparing Dataset [2021-06-10 11:55:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 11:55:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 11:55:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-10 11:55:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 11:55:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 11:55:52 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-10 11:55:52 main:494] : INFO : Creating Model [2021-06-10 11:55:52 main:507] : INFO : Preparing config file [2021-06-10 11:55:52 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-10 11:55:52 main:512] : INFO : Loading config [2021-06-10 11:55:53 main:514] : INFO : Loading state [2021-06-10 11:55:58 main:559] : INFO : Loading DataLoader into Memory [2021-06-10 11:56:00 main:562] : INFO : Starting Training [2021-06-10 11:56:09 main:574] : INFO : Epoch 1771 | loss: 0.0311578 | val_loss: 0.0311706 | Time: 7980.15 ms [2021-06-10 11:56:16 main:574] : INFO : Epoch 1772 | loss: 0.0311277 | val_loss: 0.0311633 | Time: 5482.57 ms [2021-06-10 11:56:21 main:574] : INFO : Epoch 1773 | loss: 0.031121 | val_loss: 0.0311612 | Time: 5418.81 ms [2021-06-10 11:56:29 main:574] : INFO : Epoch 1774 | loss: 0.0311216 | val_loss: 0.0311649 | Time: 5413.57 ms [2021-06-10 11:56:35 main:574] : INFO : Epoch 1775 | loss: 0.0311177 | val_loss: 0.0311689 | Time: 5355.87 ms [2021-06-10 11:56:41 main:574] : INFO : Epoch 1776 | loss: 0.0311155 | val_loss: 0.0311618 | Time: 5342.87 ms [2021-06-10 11:56:47 main:574] : INFO : Epoch 1777 | loss: 0.0311163 | val_loss: 0.0311693 | Time: 5354.59 ms [2021-06-10 11:56:53 main:574] : INFO : Epoch 1778 | loss: 0.0311168 | val_loss: 0.0311617 | Time: 5360.64 ms [2021-06-10 11:57:00 main:574] : INFO : Epoch 1779 | loss: 0.0311146 | val_loss: 0.031167 | Time: 5376.25 ms [2021-06-10 11:57:05 main:574] : INFO : Epoch 1780 | loss: 0.0311166 | val_loss: 0.0311716 | Time: 5330.82 ms [2021-06-10 11:57:11 main:574] : INFO : Epoch 1781 | loss: 0.0311154 | val_loss: 0.0311637 | Time: 5360 ms [2021-06-10 11:57:18 main:574] : INFO : Epoch 1782 | loss: 0.0311149 | val_loss: 0.0311677 | Time: 5324.87 ms [2021-06-10 11:57:23 main:574] : INFO : Epoch 1783 | loss: 0.0311149 | val_loss: 0.0311682 | Time: 5396.45 ms [2021-06-10 11:57:30 main:574] : INFO : Epoch 1784 | loss: 0.0311194 | val_loss: 0.031165 | Time: 5532.16 ms [2021-06-10 11:57:35 main:574] : INFO : Epoch 1785 | loss: 0.0311245 | val_loss: 0.0311773 | Time: 5469.16 ms [2021-06-10 11:57:43 main:574] : INFO : Epoch 1786 | loss: 0.0311246 | val_loss: 0.0311691 | Time: 5713.93 ms [2021-06-10 11:57:49 main:574] : INFO : Epoch 1787 | loss: 0.0311212 | val_loss: 0.0311714 | Time: 5668.96 ms [2021-06-10 11:57:55 main:574] : INFO : Epoch 1788 | loss: 0.0311152 | val_loss: 0.0311684 | Time: 5376.76 ms [2021-06-10 11:58:02 main:574] : INFO : Epoch 1789 | loss: 0.0311138 | val_loss: 0.0311729 | Time: 5301.01 ms [2021-06-10 11:58:07 main:574] : INFO : Epoch 1790 | loss: 0.0311154 | val_loss: 0.0311742 | Time: 5306.91 ms [2021-06-10 11:58:13 main:574] : INFO : Epoch 1791 | loss: 0.0311151 | val_loss: 0.0311705 | Time: 5443.37 ms [2021-06-10 11:58:19 main:574] : INFO : Epoch 1792 | loss: 0.0311119 | val_loss: 0.0311729 | Time: 5892.65 ms [2021-06-10 11:58:25 main:574] : INFO : Epoch 1793 | loss: 0.0311132 | val_loss: 0.0311756 | Time: 5787.63 ms [2021-06-10 11:58:32 main:574] : INFO : Epoch 1794 | loss: 0.0311128 | val_loss: 0.0311712 | Time: 6358.81 ms [2021-06-10 11:58:39 main:574] : INFO : Epoch 1795 | loss: 0.0311141 | val_loss: 0.0311711 | Time: 5354.81 ms [2021-06-10 11:58:45 main:574] : INFO : Epoch 1796 | loss: 0.0311164 | val_loss: 0.0311676 | Time: 5828.68 ms [2021-06-10 11:58:51 main:574] : INFO : Epoch 1797 | loss: 0.03112 | val_loss: 0.0311728 | Time: 5357.89 ms [2021-06-10 11:58:56 main:574] : INFO : Epoch 1798 | loss: 0.0311174 | val_loss: 0.0311691 | Time: 5303.29 ms [2021-06-10 11:59:02 main:574] : INFO : Epoch 1799 | loss: 0.0311157 | val_loss: 0.0311734 | Time: 5245.75 ms [2021-06-10 11:59:09 main:574] : INFO : Epoch 1800 | loss: 0.0311128 | val_loss: 0.0311717 | Time: 5721.91 ms [2021-06-10 11:59:14 main:574] : INFO : Epoch 1801 | loss: 0.0311138 | val_loss: 0.0311754 | Time: 5366.49 ms [2021-06-10 11:59:20 main:574] : INFO : Epoch 1802 | loss: 0.0311139 | val_loss: 0.0311717 | Time: 5352.12 ms [2021-06-10 11:59:26 main:574] : INFO : Epoch 1803 | loss: 0.0311125 | val_loss: 0.0311719 | Time: 5329.9 ms [2021-06-10 11:59:33 main:574] : INFO : Epoch 1804 | loss: 0.0311117 | val_loss: 0.0311749 | Time: 5296.25 ms [2021-06-10 11:59:39 main:574] : INFO : Epoch 1805 | loss: 0.0311124 | val_loss: 0.0311787 | Time: 5287.59 ms [2021-06-10 11:59:46 main:574] : INFO : Epoch 1806 | loss: 0.0311141 | val_loss: 0.0311752 | Time: 5638.71 ms [2021-06-10 11:59:51 main:574] : INFO : Epoch 1807 | loss: 0.0311129 | val_loss: 0.0311755 | Time: 5435.76 ms [2021-06-10 11:59:58 main:574] : INFO : Epoch 1808 | loss: 0.0311121 | val_loss: 0.0311739 | Time: 5300.82 ms [2021-06-10 12:00:04 main:574] : INFO : Epoch 1809 | loss: 0.0311148 | val_loss: 0.0311728 | Time: 5312.31 ms [2021-06-10 12:00:10 main:574] : INFO : Epoch 1810 | loss: 0.0311151 | val_loss: 0.0311643 | Time: 5279.8 ms [2021-06-10 12:00:17 main:574] : INFO : Epoch 1811 | loss: 0.0311127 | val_loss: 0.0311689 | Time: 5368.62 ms [2021-06-10 12:00:23 main:574] : INFO : Epoch 1812 | loss: 0.031111 | val_loss: 0.031174 | Time: 5687.11 ms [2021-06-10 12:00:28 main:574] : INFO : Epoch 1813 | loss: 0.0311152 | val_loss: 0.0311711 | Time: 5577.51 ms [2021-06-10 12:00:35 main:574] : INFO : Epoch 1814 | loss: 0.0311202 | val_loss: 0.0311769 | Time: 5936.36 ms [2021-06-10 12:00:41 main:574] : INFO : Epoch 1815 | loss: 0.0311178 | val_loss: 0.0311759 | Time: 5321.13 ms [2021-06-10 12:00:47 main:574] : INFO : Epoch 1816 | loss: 0.031114 | val_loss: 0.0311719 | Time: 5264.99 ms [2021-06-10 12:00:52 main:574] : INFO : Epoch 1817 | loss: 0.0311155 | val_loss: 0.0311693 | Time: 5274.28 ms [2021-06-10 12:00:59 main:574] : INFO : Epoch 1818 | loss: 0.0311147 | val_loss: 0.03118 | Time: 5434.16 ms [2021-06-10 12:01:04 main:574] : INFO : Epoch 1819 | loss: 0.0311149 | val_loss: 0.0311729 | Time: 5262.16 ms [2021-06-10 12:01:11 main:574] : INFO : Epoch 1820 | loss: 0.0311121 | val_loss: 0.0311771 | Time: 5293.93 ms [2021-06-10 12:01:17 main:574] : INFO : Epoch 1821 | loss: 0.0311105 | val_loss: 0.0311758 | Time: 5299.67 ms [2021-06-10 12:01:23 main:574] : INFO : Epoch 1822 | loss: 0.0311099 | val_loss: 0.0311732 | Time: 5288.48 ms [2021-06-10 12:01:29 main:574] : INFO : Epoch 1823 | loss: 0.0311142 | val_loss: 0.0311755 | Time: 5368.29 ms [2021-06-10 12:01:35 main:574] : INFO : Epoch 1824 | loss: 0.0311278 | val_loss: 0.031168 | Time: 5303.78 ms [2021-06-10 12:01:42 main:574] : INFO : Epoch 1825 | loss: 0.0311288 | val_loss: 0.0311711 | Time: 5313.02 ms [2021-06-10 12:01:47 main:574] : INFO : Epoch 1826 | loss: 0.0311224 | val_loss: 0.0311707 | Time: 5310.48 ms [2021-06-10 12:01:53 main:574] : INFO : Epoch 1827 | loss: 0.0311183 | val_loss: 0.03117 | Time: 5285.1 ms [2021-06-10 12:02:00 main:574] : INFO : Epoch 1828 | loss: 0.0311171 | val_loss: 0.0311729 | Time: 5333.17 ms [2021-06-10 12:02:05 main:574] : INFO : Epoch 1829 | loss: 0.0311203 | val_loss: 0.0311752 | Time: 5278.17 ms [2021-06-10 12:02:11 main:574] : INFO : Epoch 1830 | loss: 0.0311213 | val_loss: 0.0311701 | Time: 5315.12 ms [2021-06-10 12:02:17 main:574] : INFO : Epoch 1831 | loss: 0.0311173 | val_loss: 0.0311768 | Time: 5286.68 ms [2021-06-10 12:02:22 main:574] : INFO : Epoch 1832 | loss: 0.0311147 | val_loss: 0.0311693 | Time: 5322.06 ms [2021-06-10 12:02:29 main:574] : INFO : Epoch 1833 | loss: 0.0311115 | val_loss: 0.0311748 | Time: 5362.37 ms [2021-06-10 12:02:34 main:574] : INFO : Epoch 1834 | loss: 0.0311099 | val_loss: 0.0311713 | Time: 5295.78 ms [2021-06-10 12:02:39 main:574] : INFO : Epoch 1835 | loss: 0.0311091 | val_loss: 0.0311743 | Time: 5310.64 ms [2021-06-10 12:02:46 main:574] : INFO : Epoch 1836 | loss: 0.0311089 | val_loss: 0.0311729 | Time: 5308.06 ms [2021-06-10 12:02:51 main:574] : INFO : Epoch 1837 | loss: 0.0311123 | val_loss: 0.031171 | Time: 5345.76 ms [2021-06-10 12:02:58 main:574] : INFO : Epoch 1838 | loss: 0.0311071 | val_loss: 0.0311742 | Time: 5314.71 ms [2021-06-10 12:03:03 main:574] : INFO : Epoch 1839 | loss: 0.0311081 | val_loss: 0.0311761 | Time: 5389.22 ms [2021-06-10 12:03:09 main:574] : INFO : Epoch 1840 | loss: 0.0311063 | val_loss: 0.031171 | Time: 5279.52 ms [2021-06-10 12:03:14 main:574] : INFO : Epoch 1841 | loss: 0.0311062 | val_loss: 0.0311745 | Time: 5266.11 ms [2021-06-10 12:03:20 main:574] : INFO : Epoch 1842 | loss: 0.0311177 | val_loss: 0.0311718 | Time: 5282.27 ms [2021-06-10 12:03:25 main:574] : INFO : Epoch 1843 | loss: 0.0311327 | val_loss: 0.0311628 | Time: 5364.97 ms [2021-06-10 12:03:30 main:574] : INFO : Epoch 1844 | loss: 0.0311319 | val_loss: 0.0311637 | Time: 5328.66 ms [2021-06-10 12:03:36 main:574] : INFO : Epoch 1845 | loss: 0.031128 | val_loss: 0.031165 | Time: 5231.1 ms [2021-06-10 12:03:41 main:574] : INFO : Epoch 1846 | loss: 0.031128 | val_loss: 0.0311633 | Time: 5251.89 ms [2021-06-10 12:03:47 main:574] : INFO : Epoch 1847 | loss: 0.0311242 | val_loss: 0.0311645 | Time: 5247.14 ms [2021-06-10 12:03:52 main:574] : INFO : Epoch 1848 | loss: 0.0311214 | val_loss: 0.031167 | Time: 5312.78 ms [2021-06-10 12:03:58 main:574] : INFO : Epoch 1849 | loss: 0.0311196 | val_loss: 0.0311667 | Time: 5283.91 ms [2021-06-10 12:04:03 main:574] : INFO : Epoch 1850 | loss: 0.0311175 | val_loss: 0.0311709 | Time: 5352.67 ms [2021-06-10 12:04:08 main:574] : INFO : Epoch 1851 | loss: 0.0311175 | val_loss: 0.0311678 | Time: 5266.55 ms [2021-06-10 12:04:14 main:574] : INFO : Epoch 1852 | loss: 0.0311164 | val_loss: 0.0311759 | Time: 5258.59 ms [2021-06-10 12:04:19 main:574] : INFO : Epoch 1853 | loss: 0.0311149 | val_loss: 0.0311695 | Time: 5281.41 ms [2021-06-10 12:04:26 main:574] : INFO : Epoch 1854 | loss: 0.0311133 | val_loss: 0.0311695 | Time: 5261.1 ms [2021-06-10 12:04:31 main:574] : INFO : Epoch 1855 | loss: 0.0311196 | val_loss: 0.0311745 | Time: 5304.25 ms [2021-06-10 12:04:37 main:574] : INFO : Epoch 1856 | loss: 0.0311233 | val_loss: 0.0311618 | Time: 5252.42 ms [2021-06-10 12:04:43 main:574] : INFO : Epoch 1857 | loss: 0.0311241 | val_loss: 0.0311667 | Time: 5323.75 ms [2021-06-10 12:04:49 main:574] : INFO : Epoch 1858 | loss: 0.0311222 | val_loss: 0.0311679 | Time: 5787.81 ms [2021-06-10 12:04:55 main:574] : INFO : Epoch 1859 | loss: 0.0311188 | val_loss: 0.0311671 | Time: 5319.18 ms [2021-06-10 12:05:01 main:574] : INFO : Epoch 1860 | loss: 0.0311165 | val_loss: 0.0311702 | Time: 5334.14 ms [2021-06-10 12:05:07 main:574] : INFO : Epoch 1861 | loss: 0.031115 | val_loss: 0.0311666 | Time: 5314.11 ms [2021-06-10 12:05:13 main:574] : INFO : Epoch 1862 | loss: 0.0311157 | val_loss: 0.0311673 | Time: 5381.06 ms [2021-06-10 12:05:21 main:574] : INFO : Epoch 1863 | loss: 0.0311158 | val_loss: 0.031169 | Time: 6284.71 ms [2021-06-10 12:05:27 main:574] : INFO : Epoch 1864 | loss: 0.0311155 | val_loss: 0.0311672 | Time: 5417.47 ms [2021-06-10 12:05:32 main:574] : INFO : Epoch 1865 | loss: 0.0311158 | val_loss: 0.0311763 | Time: 5349.38 ms [2021-06-10 12:05:39 main:574] : INFO : Epoch 1866 | loss: 0.031111 | val_loss: 0.0311736 | Time: 5282.33 ms [2021-06-10 12:05:44 main:574] : INFO : Epoch 1867 | loss: 0.0311107 | val_loss: 0.0311693 | Time: 5258.99 ms [2021-06-10 12:05:50 main:574] : INFO : Epoch 1868 | loss: 0.0311159 | val_loss: 0.0311669 | Time: 5570.96 ms [2021-06-10 12:05:57 main:574] : INFO : Epoch 1869 | loss: 0.031117 | val_loss: 0.031168 | Time: 6292.27 ms [2021-06-10 12:06:03 main:574] : INFO : Epoch 1870 | loss: 0.0311156 | val_loss: 0.0311727 | Time: 5355.81 ms [2021-06-10 12:06:08 main:574] : INFO : Epoch 1871 | loss: 0.0311142 | val_loss: 0.0311657 | Time: 5251.08 ms [2021-06-10 12:06:14 main:574] : INFO : Epoch 1872 | loss: 0.0311128 | val_loss: 0.0311744 | Time: 5264.09 ms [2021-06-10 12:06:20 main:574] : INFO : Epoch 1873 | loss: 0.031112 | val_loss: 0.0311677 | Time: 5263.44 ms [2021-06-10 12:06:25 main:574] : INFO : Epoch 1874 | loss: 0.0311106 | val_loss: 0.0311817 | Time: 5319.96 ms [2021-06-10 12:06:31 main:574] : INFO : Epoch 1875 | loss: 0.0311242 | val_loss: 0.0311695 | Time: 5254.95 ms [2021-06-10 12:06:37 main:574] : INFO : Epoch 1876 | loss: 0.0311236 | val_loss: 0.0311687 | Time: 5367.47 ms [2021-06-10 12:06:42 main:574] : INFO : Epoch 1877 | loss: 0.0311233 | val_loss: 0.0311715 | Time: 5201.95 ms [2021-06-10 12:06:48 main:574] : INFO : Epoch 1878 | loss: 0.0311222 | val_loss: 0.0311677 | Time: 5327.58 ms [2021-06-10 12:06:54 main:574] : INFO : Epoch 1879 | loss: 0.0311168 | val_loss: 0.0311668 | Time: 5318.18 ms [2021-06-10 12:07:00 main:574] : INFO : Epoch 1880 | loss: 0.031115 | val_loss: 0.031165 | Time: 5344.4 ms [2021-06-10 12:07:07 main:574] : INFO : Epoch 1881 | loss: 0.031115 | val_loss: 0.0311669 | Time: 5276.84 ms [2021-06-10 12:07:14 main:574] : INFO : Epoch 1882 | loss: 0.0311144 | val_loss: 0.0311703 | Time: 5280.34 ms [2021-06-10 12:07:20 main:574] : INFO : Epoch 1883 | loss: 0.0311115 | val_loss: 0.0311715 | Time: 5292.12 ms [2021-06-10 12:07:25 main:574] : INFO : Epoch 1884 | loss: 0.0311112 | val_loss: 0.031171 | Time: 5256.79 ms [2021-06-10 12:07:31 main:574] : INFO : Epoch 1885 | loss: 0.0311117 | val_loss: 0.0311682 | Time: 5341.16 ms [2021-06-10 12:07:37 main:574] : INFO : Epoch 1886 | loss: 0.0311103 | val_loss: 0.0311758 | Time: 5404.56 ms [2021-06-10 12:07:42 main:574] : INFO : Epoch 1887 | loss: 0.0311101 | val_loss: 0.0311811 | Time: 5315.39 ms [2021-06-10 12:07:48 main:574] : INFO : Epoch 1888 | loss: 0.0311111 | val_loss: 0.0311719 | Time: 5334.11 ms [2021-06-10 12:07:53 main:574] : INFO : Epoch 1889 | loss: 0.0311083 | val_loss: 0.0311717 | Time: 5268.48 ms [2021-06-10 12:07:59 main:574] : INFO : Epoch 1890 | loss: 0.0311163 | val_loss: 0.0311727 | Time: 5408.75 ms [2021-06-10 12:08:04 main:574] : INFO : Epoch 1891 | loss: 0.0311149 | val_loss: 0.0311714 | Time: 5307.81 ms [2021-06-10 12:08:10 main:574] : INFO : Epoch 1892 | loss: 0.0311113 | val_loss: 0.031168 | Time: 5316.5 ms [2021-06-10 12:08:15 main:574] : INFO : Epoch 1893 | loss: 0.0311127 | val_loss: 0.031167 | Time: 5305.12 ms [2021-06-10 12:08:21 main:574] : INFO : Epoch 1894 | loss: 0.0311133 | val_loss: 0.0311682 | Time: 5307.82 ms [2021-06-10 12:08:26 main:574] : INFO : Epoch 1895 | loss: 0.0311239 | val_loss: 0.0311733 | Time: 5235.62 ms [2021-06-10 12:08:32 main:574] : INFO : Epoch 1896 | loss: 0.0311225 | val_loss: 0.0311663 | Time: 5683.57 ms [2021-06-10 12:08:37 main:574] : INFO : Epoch 1897 | loss: 0.0311339 | val_loss: 0.0311672 | Time: 5340.51 ms [2021-06-10 12:08:43 main:574] : INFO : Epoch 1898 | loss: 0.0311347 | val_loss: 0.031164 | Time: 5367.63 ms [2021-06-10 12:08:49 main:574] : INFO : Epoch 1899 | loss: 0.0311301 | val_loss: 0.0311745 | Time: 5338.4 ms [2021-06-10 12:08:54 main:574] : INFO : Epoch 1900 | loss: 0.0311249 | val_loss: 0.0311743 | Time: 5290.32 ms [2021-06-10 12:09:00 main:574] : INFO : Epoch 1901 | loss: 0.0311199 | val_loss: 0.0311719 | Time: 5277.12 ms [2021-06-10 12:09:06 main:574] : INFO : Epoch 1902 | loss: 0.0311176 | val_loss: 0.0311688 | Time: 5277.1 ms [2021-06-10 12:09:11 main:574] : INFO : Epoch 1903 | loss: 0.0311175 | val_loss: 0.0311744 | Time: 5292.18 ms [2021-06-10 12:09:17 main:574] : INFO : Epoch 1904 | loss: 0.0311141 | val_loss: 0.0311712 | Time: 5394.27 ms [2021-06-10 12:09:24 main:574] : INFO : Epoch 1905 | loss: 0.0311125 | val_loss: 0.0311792 | Time: 5290.43 ms [2021-06-10 12:09:29 main:574] : INFO : Epoch 1906 | loss: 0.0311145 | val_loss: 0.0311723 | Time: 5296.21 ms [2021-06-10 12:09:36 main:574] : INFO : Epoch 1907 | loss: 0.0311107 | val_loss: 0.0311726 | Time: 5360.32 ms [2021-06-10 12:09:41 main:574] : INFO : Epoch 1908 | loss: 0.03111 | val_loss: 0.0311707 | Time: 5322.79 ms [2021-06-10 12:09:47 main:574] : INFO : Epoch 1909 | loss: 0.0311084 | val_loss: 0.0311743 | Time: 5312.59 ms [2021-06-10 12:09:52 main:574] : INFO : Epoch 1910 | loss: 0.031108 | val_loss: 0.0311749 | Time: 5356.41 ms [2021-06-10 12:09:58 main:574] : INFO : Epoch 1911 | loss: 0.0311077 | val_loss: 0.0311761 | Time: 5527.28 ms [2021-06-10 12:10:03 main:574] : INFO : Epoch 1912 | loss: 0.0311085 | val_loss: 0.0311726 | Time: 5359.16 ms [2021-06-10 12:10:09 main:574] : INFO : Epoch 1913 | loss: 0.0311121 | val_loss: 0.0311748 | Time: 5313.63 ms [2021-06-10 12:10:16 main:574] : INFO : Epoch 1914 | loss: 0.0311176 | val_loss: 0.0311751 | Time: 5349.59 ms [2021-06-10 12:10:22 main:574] : INFO : Epoch 1915 | loss: 0.0311158 | val_loss: 0.0311747 | Time: 5289.5 ms [2021-06-10 12:10:29 main:574] : INFO : Epoch 1916 | loss: 0.0311137 | val_loss: 0.0311747 | Time: 5354.58 ms [2021-06-10 12:10:36 main:574] : INFO : Epoch 1917 | loss: 0.0311197 | val_loss: 0.0311682 | Time: 5274.57 ms [2021-06-10 12:10:41 main:574] : INFO : Epoch 1918 | loss: 0.0311266 | val_loss: 0.0311721 | Time: 5286.86 ms [2021-06-10 12:10:47 main:574] : INFO : Epoch 1919 | loss: 0.0311219 | val_loss: 0.0311737 | Time: 5295.42 ms [2021-06-10 12:10:53 main:574] : INFO : Epoch 1920 | loss: 0.0311189 | val_loss: 0.0311732 | Time: 5393.13 ms [2021-06-10 12:10:58 main:574] : INFO : Epoch 1921 | loss: 0.0311226 | val_loss: 0.0311696 | Time: 5365.03 ms [2021-06-10 12:11:04 main:574] : INFO : Epoch 1922 | loss: 0.031118 | val_loss: 0.0311732 | Time: 5232.16 ms [2021-06-10 12:11:09 main:574] : INFO : Epoch 1923 | loss: 0.0311157 | val_loss: 0.03117 | Time: 5267.98 ms [2021-06-10 12:11:14 main:574] : INFO : Epoch 1924 | loss: 0.031116 | val_loss: 0.0311719 | Time: 5386.52 ms [2021-06-10 12:11:20 main:574] : INFO : Epoch 1925 | loss: 0.0311123 | val_loss: 0.0311757 | Time: 5282.9 ms [2021-06-10 12:11:25 main:574] : INFO : Epoch 1926 | loss: 0.0311154 | val_loss: 0.0311721 | Time: 5321.28 ms [2021-06-10 12:11:31 main:574] : INFO : Epoch 1927 | loss: 0.0311163 | val_loss: 0.0311743 | Time: 5285.4 ms [2021-06-10 12:11:36 main:574] : INFO : Epoch 1928 | loss: 0.0311142 | val_loss: 0.0311727 | Time: 5462.18 ms [2021-06-10 12:11:42 main:574] : INFO : Epoch 1929 | loss: 0.0311159 | val_loss: 0.0311758 | Time: 5253.68 ms [2021-06-10 12:11:48 main:574] : INFO : Epoch 1930 | loss: 0.0311152 | val_loss: 0.0311739 | Time: 5384.14 ms [2021-06-10 12:11:53 main:574] : INFO : Epoch 1931 | loss: 0.0311164 | val_loss: 0.0311797 | Time: 5337.88 ms [2021-06-10 12:11:58 main:574] : INFO : Epoch 1932 | loss: 0.0311168 | val_loss: 0.0311678 | Time: 5367.54 ms [2021-06-10 12:12:04 main:574] : INFO : Epoch 1933 | loss: 0.0311161 | val_loss: 0.0311809 | Time: 5332.85 ms [2021-06-10 12:12:09 main:574] : INFO : Epoch 1934 | loss: 0.0311172 | val_loss: 0.0311736 | Time: 5378.94 ms [2021-06-10 12:12:15 main:574] : INFO : Epoch 1935 | loss: 0.0311168 | val_loss: 0.0311782 | Time: 5395.47 ms [2021-06-10 12:12:20 main:574] : INFO : Epoch 1936 | loss: 0.0311141 | val_loss: 0.0311731 | Time: 5335.63 ms [2021-06-10 12:12:26 main:574] : INFO : Epoch 1937 | loss: 0.0311126 | val_loss: 0.0311779 | Time: 5312.08 ms [2021-06-10 12:12:31 main:574] : INFO : Epoch 1938 | loss: 0.0311104 | val_loss: 0.0311747 | Time: 5293.1 ms [2021-06-10 12:12:36 main:574] : INFO : Epoch 1939 | loss: 0.03111 | val_loss: 0.0311734 | Time: 5321.19 ms [2021-06-10 12:12:42 main:574] : INFO : Epoch 1940 | loss: 0.0311166 | val_loss: 0.0311792 | Time: 5340.73 ms [2021-06-10 12:12:47 main:574] : INFO : Epoch 1941 | loss: 0.0311155 | val_loss: 0.0311736 | Time: 5301.11 ms [2021-06-10 12:12:53 main:574] : INFO : Epoch 1942 | loss: 0.0311125 | val_loss: 0.0311708 | Time: 5292.64 ms [2021-06-10 12:12:58 main:574] : INFO : Epoch 1943 | loss: 0.0311114 | val_loss: 0.0311668 | Time: 5441.7 ms [2021-06-10 12:13:04 main:574] : INFO : Epoch 1944 | loss: 0.031112 | val_loss: 0.03118 | Time: 5281.11 ms [2021-06-10 12:13:09 main:574] : INFO : Epoch 1945 | loss: 0.0311127 | val_loss: 0.0311714 | Time: 5305.57 ms [2021-06-10 12:13:15 main:574] : INFO : Epoch 1946 | loss: 0.0311128 | val_loss: 0.0311742 | Time: 5368.03 ms [2021-06-10 12:13:20 main:574] : INFO : Epoch 1947 | loss: 0.0311095 | val_loss: 0.0311707 | Time: 5294.03 ms [2021-06-10 12:13:25 main:574] : INFO : Epoch 1948 | loss: 0.0311108 | val_loss: 0.0311765 | Time: 5331.72 ms [2021-06-10 12:13:31 main:574] : INFO : Epoch 1949 | loss: 0.0311138 | val_loss: 0.0311704 | Time: 5339.3 ms [2021-06-10 12:13:37 main:574] : INFO : Epoch 1950 | loss: 0.0311129 | val_loss: 0.0311684 | Time: 5270.22 ms [2021-06-10 12:13:42 main:574] : INFO : Epoch 1951 | loss: 0.0311125 | val_loss: 0.0311696 | Time: 5253.28 ms [2021-06-10 12:13:48 main:574] : INFO : Epoch 1952 | loss: 0.0311092 | val_loss: 0.0311718 | Time: 5347.79 ms [2021-06-10 12:13:53 main:574] : INFO : Epoch 1953 | loss: 0.0311086 | val_loss: 0.0311756 | Time: 5241.55 ms [2021-06-10 12:13:58 main:574] : INFO : Epoch 1954 | loss: 0.0311079 | val_loss: 0.0311765 | Time: 5377.09 ms [2021-06-10 12:14:04 main:574] : INFO : Epoch 1955 | loss: 0.0311064 | val_loss: 0.0311665 | Time: 5312.15 ms [2021-06-10 12:14:09 main:574] : INFO : Epoch 1956 | loss: 0.0311106 | val_loss: 0.0311746 | Time: 5371.05 ms [2021-06-10 12:14:15 main:574] : INFO : Epoch 1957 | loss: 0.0311214 | val_loss: 0.0311722 | Time: 5358.32 ms [2021-06-10 12:14:20 main:574] : INFO : Epoch 1958 | loss: 0.031124 | val_loss: 0.0311715 | Time: 5297.81 ms [2021-06-10 12:14:26 main:574] : INFO : Epoch 1959 | loss: 0.0311176 | val_loss: 0.0311754 | Time: 5273.8 ms [2021-06-10 12:14:32 main:574] : INFO : Epoch 1960 | loss: 0.0311143 | val_loss: 0.0311753 | Time: 5343.74 ms [2021-06-10 12:14:38 main:574] : INFO : Epoch 1961 | loss: 0.0311118 | val_loss: 0.0311775 | Time: 5271.2 ms [2021-06-10 12:14:44 main:574] : INFO : Epoch 1962 | loss: 0.0311114 | val_loss: 0.0311748 | Time: 5326.09 ms [2021-06-10 12:14:49 main:574] : INFO : Epoch 1963 | loss: 0.0311085 | val_loss: 0.0311829 | Time: 5310.49 ms [2021-06-10 12:14:55 main:574] : INFO : Epoch 1964 | loss: 0.0311067 | val_loss: 0.0311738 | Time: 5228.21 ms [2021-06-10 12:15:01 main:574] : INFO : Epoch 1965 | loss: 0.0311057 | val_loss: 0.0311732 | Time: 5314.04 ms [2021-06-10 12:15:06 main:574] : INFO : Epoch 1966 | loss: 0.031105 | val_loss: 0.0311764 | Time: 5321.87 ms [2021-06-10 12:15:12 main:574] : INFO : Epoch 1967 | loss: 0.0311031 | val_loss: 0.0311757 | Time: 5333.88 ms [2021-06-10 12:15:17 main:574] : INFO : Epoch 1968 | loss: 0.0311044 | val_loss: 0.0311754 | Time: 5346.75 ms [2021-06-10 12:15:23 main:574] : INFO : Epoch 1969 | loss: 0.0311061 | val_loss: 0.0311727 | Time: 5410.12 ms [2021-06-10 12:15:28 main:574] : INFO : Epoch 1970 | loss: 0.0311071 | val_loss: 0.0311828 | Time: 5315.98 ms [2021-06-10 12:15:34 main:574] : INFO : Epoch 1971 | loss: 0.0311054 | val_loss: 0.0311757 | Time: 5382.55 ms [2021-06-10 12:15:40 main:574] : INFO : Epoch 1972 | loss: 0.031105 | val_loss: 0.0311723 | Time: 5294.33 ms [2021-06-10 12:15:46 main:574] : INFO : Epoch 1973 | loss: 0.0311054 | val_loss: 0.0311763 | Time: 5424.52 ms [2021-06-10 12:15:51 main:574] : INFO : Epoch 1974 | loss: 0.031109 | val_loss: 0.0311818 | Time: 5301.44 ms [2021-06-10 12:15:57 main:574] : INFO : Epoch 1975 | loss: 0.0311079 | val_loss: 0.03118 | Time: 5602.97 ms [2021-06-10 12:16:02 main:574] : INFO : Epoch 1976 | loss: 0.0311062 | val_loss: 0.0311762 | Time: 5450.12 ms [2021-06-10 12:16:08 main:574] : INFO : Epoch 1977 | loss: 0.031108 | val_loss: 0.0311847 | Time: 5378.61 ms [2021-06-10 12:16:13 main:574] : INFO : Epoch 1978 | loss: 0.031107 | val_loss: 0.0311775 | Time: 5326.62 ms [2021-06-10 12:16:19 main:574] : INFO : Epoch 1979 | loss: 0.0311031 | val_loss: 0.0311772 | Time: 5375.03 ms [2021-06-10 12:16:24 main:574] : INFO : Epoch 1980 | loss: 0.0311144 | val_loss: 0.031171 | Time: 5357.34 ms [2021-06-10 12:16:30 main:574] : INFO : Epoch 1981 | loss: 0.0311206 | val_loss: 0.0311772 | Time: 5489.85 ms [2021-06-10 12:16:36 main:574] : INFO : Epoch 1982 | loss: 0.0311234 | val_loss: 0.0311729 | Time: 5319.25 ms [2021-06-10 12:16:41 main:574] : INFO : Epoch 1983 | loss: 0.0311188 | val_loss: 0.0311783 | Time: 5279.98 ms [2021-06-10 12:16:47 main:574] : INFO : Epoch 1984 | loss: 0.031113 | val_loss: 0.0311715 | Time: 6164.46 ms [2021-06-10 12:16:53 main:574] : INFO : Epoch 1985 | loss: 0.0311114 | val_loss: 0.0311735 | Time: 5657.68 ms [2021-06-10 12:16:59 main:574] : INFO : Epoch 1986 | loss: 0.0311134 | val_loss: 0.0311824 | Time: 5530.11 ms [2021-06-10 12:17:07 main:574] : INFO : Epoch 1987 | loss: 0.0311118 | val_loss: 0.0311793 | Time: 8076.38 ms [2021-06-10 12:17:14 main:574] : INFO : Epoch 1988 | loss: 0.0311124 | val_loss: 0.0311752 | Time: 5348.59 ms [2021-06-10 12:17:20 main:574] : INFO : Epoch 1989 | loss: 0.0311119 | val_loss: 0.0311715 | Time: 5832.78 ms [2021-06-10 12:17:31 main:574] : INFO : Epoch 1990 | loss: 0.0311145 | val_loss: 0.0311724 | Time: 10721.8 ms [2021-06-10 12:17:38 main:574] : INFO : Epoch 1991 | loss: 0.0311138 | val_loss: 0.0311731 | Time: 5646.93 ms [2021-06-10 12:17:44 main:574] : INFO : Epoch 1992 | loss: 0.0311131 | val_loss: 0.0311738 | Time: 5479.51 ms [2021-06-10 12:17:50 main:574] : INFO : Epoch 1993 | loss: 0.0311163 | val_loss: 0.0311641 | Time: 5261.1 ms [2021-06-10 12:17:57 main:574] : INFO : Epoch 1994 | loss: 0.0311181 | val_loss: 0.0311746 | Time: 5386.02 ms [2021-06-10 12:18:03 main:574] : INFO : Epoch 1995 | loss: 0.0311141 | val_loss: 0.0311761 | Time: 5321.46 ms [2021-06-10 12:18:11 main:574] : INFO : Epoch 1996 | loss: 0.0311141 | val_loss: 0.0311752 | Time: 6233.45 ms [2021-06-10 12:18:21 main:574] : INFO : Epoch 1997 | loss: 0.0311143 | val_loss: 0.0311717 | Time: 8790.24 ms [2021-06-10 12:18:34 main:574] : INFO : Epoch 1998 | loss: 0.0311131 | val_loss: 0.0311709 | Time: 11811.3 ms [2021-06-10 12:18:42 main:574] : INFO : Epoch 1999 | loss: 0.0311106 | val_loss: 0.0311817 | Time: 8007.52 ms [2021-06-10 12:18:50 main:574] : INFO : Epoch 2000 | loss: 0.031112 | val_loss: 0.0311723 | Time: 7863.59 ms [2021-06-10 12:18:57 main:574] : INFO : Epoch 2001 | loss: 0.0311129 | val_loss: 0.0311726 | Time: 6951.49 ms [2021-06-10 12:19:07 main:574] : INFO : Epoch 2002 | loss: 0.0311101 | val_loss: 0.0311685 | Time: 8078.72 ms [2021-06-10 12:19:19 main:574] : INFO : Epoch 2003 | loss: 0.0311119 | val_loss: 0.0311797 | Time: 10671.7 ms [2021-06-10 12:19:28 main:574] : INFO : Epoch 2004 | loss: 0.0311137 | val_loss: 0.0311753 | Time: 6779.75 ms [2021-06-10 12:19:36 main:574] : INFO : Epoch 2005 | loss: 0.0311194 | val_loss: 0.0311726 | Time: 5995.87 ms [2021-06-10 12:19:43 main:574] : INFO : Epoch 2006 | loss: 0.0311133 | val_loss: 0.0311737 | Time: 5619.42 ms [2021-06-10 12:19:54 main:574] : INFO : Epoch 2007 | loss: 0.0311081 | val_loss: 0.0311727 | Time: 8687.65 ms [2021-06-10 12:20:02 main:574] : INFO : Epoch 2008 | loss: 0.0311079 | val_loss: 0.0311782 | Time: 7492.95 ms [2021-06-10 12:20:10 main:574] : INFO : Epoch 2009 | loss: 0.0311148 | val_loss: 0.0311747 | Time: 7435.54 ms [2021-06-10 12:20:18 main:574] : INFO : Epoch 2010 | loss: 0.0311452 | val_loss: 0.03118 | Time: 6936.45 ms [2021-06-10 12:20:24 main:574] : INFO : Epoch 2011 | loss: 0.0311468 | val_loss: 0.0311995 | Time: 5443.98 ms [2021-06-10 12:20:31 main:574] : INFO : Epoch 2012 | loss: 0.0318481 | val_loss: 0.0359413 | Time: 5422.37 ms [2021-06-10 12:20:37 main:574] : INFO : Epoch 2013 | loss: 0.0321655 | val_loss: 0.031339 | Time: 5478.59 ms [2021-06-10 12:20:43 main:574] : INFO : Epoch 2014 | loss: 0.0313113 | val_loss: 0.0312449 | Time: 5461.62 ms [2021-06-10 12:20:51 main:574] : INFO : Epoch 2015 | loss: 0.0312267 | val_loss: 0.0312108 | Time: 6282.2 ms [2021-06-10 12:20:58 main:574] : INFO : Epoch 2016 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 5847.27 ms [2021-06-10 12:21:04 main:574] : INFO : Epoch 2017 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 6306.49 ms [2021-06-10 12:21:10 main:574] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0311846 | Time: 5770.05 ms [2021-06-10 12:21:19 main:574] : INFO : Epoch 2019 | loss: 0.0311772 | val_loss: 0.0311845 | Time: 7562.64 ms [2021-06-10 12:21:36 main:574] : INFO : Epoch 2020 | loss: 0.0311743 | val_loss: 0.0311852 | Time: 15613.3 ms [2021-06-10 12:21:50 main:574] : INFO : Epoch 2021 | loss: 0.031172 | val_loss: 0.0311794 | Time: 11948.5 ms [2021-06-10 12:22:01 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311787 | Time: 9761.32 ms [2021-06-10 12:22:14 main:574] : INFO : Epoch 2023 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 12495.5 ms [2021-06-10 12:22:21 main:574] : INFO : Epoch 2024 | loss: 0.0311668 | val_loss: 0.0311861 | Time: 6181.74 ms [2021-06-10 12:22:27 main:574] : INFO : Epoch 2025 | loss: 0.0311669 | val_loss: 0.0311818 | Time: 5497.63 ms [2021-06-10 12:22:33 main:574] : INFO : Epoch 2026 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 5357.64 ms [2021-06-10 12:22:41 main:574] : INFO : Epoch 2027 | loss: 0.0311686 | val_loss: 0.0311953 | Time: 6468.34 ms [2021-06-10 12:22:58 main:574] : INFO : Epoch 2028 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 16883 ms [2021-06-10 12:23:13 main:574] : INFO : Epoch 2029 | loss: 0.0311599 | val_loss: 0.031176 | Time: 13735.5 ms [2021-06-10 12:23:24 main:574] : INFO : Epoch 2030 | loss: 0.0311607 | val_loss: 0.0311783 | Time: 10687.1 ms [2021-06-10 12:23:33 main:574] : INFO : Epoch 2031 | loss: 0.0311562 | val_loss: 0.0311735 | Time: 8317.23 ms [2021-06-10 12:23:42 main:574] : INFO : Epoch 2032 | loss: 0.0311559 | val_loss: 0.0311732 | Time: 8809.71 ms [2021-06-10 12:23:51 main:574] : INFO : Epoch 2033 | loss: 0.0311536 | val_loss: 0.0311735 | Time: 8511.17 ms [2021-06-10 12:24:01 main:574] : INFO : Epoch 2034 | loss: 0.0311521 | val_loss: 0.0311818 | Time: 8457.47 ms [2021-06-10 12:24:10 main:574] : INFO : Epoch 2035 | loss: 0.0311521 | val_loss: 0.0311715 | Time: 7567.09 ms [2021-06-10 12:24:19 main:574] : INFO : Epoch 2036 | loss: 0.0311518 | val_loss: 0.0311766 | Time: 8745.59 ms [2021-06-10 12:24:27 main:574] : INFO : Epoch 2037 | loss: 0.031154 | val_loss: 0.031173 | Time: 7344.18 ms [2021-06-10 12:24:36 main:574] : INFO : Epoch 2038 | loss: 0.0311513 | val_loss: 0.0311721 | Time: 7300.92 ms [2021-06-10 12:24:45 main:574] : INFO : Epoch 2039 | loss: 0.0311508 | val_loss: 0.0311739 | Time: 8664.81 ms [2021-06-10 12:24:54 main:574] : INFO : Epoch 2040 | loss: 0.0311499 | val_loss: 0.0311699 | Time: 8195.06 ms [2021-06-10 12:25:04 main:574] : INFO : Epoch 2041 | loss: 0.031147 | val_loss: 0.0311688 | Time: 7796.49 ms [2021-06-10 12:25:13 main:574] : INFO : Epoch 2042 | loss: 0.0311472 | val_loss: 0.031175 | Time: 8323.99 ms [2021-06-10 12:25:22 main:574] : INFO : Epoch 2043 | loss: 0.0311472 | val_loss: 0.0311715 | Time: 7749.42 ms [2021-06-10 12:25:31 main:574] : INFO : Epoch 2044 | loss: 0.031146 | val_loss: 0.0311729 | Time: 8001.63 ms [2021-06-10 12:25:40 main:574] : INFO : Epoch 2045 | loss: 0.0311477 | val_loss: 0.031174 | Time: 8207.56 ms [2021-06-10 12:25:49 main:574] : INFO : Epoch 2046 | loss: 0.0311451 | val_loss: 0.0311731 | Time: 8455.4 ms [2021-06-10 12:25:59 main:574] : INFO : Epoch 2047 | loss: 0.0311433 | val_loss: 0.0311755 | Time: 8390.77 ms [2021-06-10 12:26:08 main:574] : INFO : Epoch 2048 | loss: 0.0311447 | val_loss: 0.031181 | Time: 8831.12 ms [2021-06-10 12:26:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031181 [2021-06-10 12:26:09 main:603] : INFO : Saving end state to config to file [2021-06-10 12:26:09 main:608] : INFO : Success, exiting.. 12:26:09 (12248): 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)