Task 12195337
| Name | ParityModified-1645993830-27461-0_0 |
| Workunit | 9376494 |
| Created | 27 Feb 2022, 20:30:33 UTC |
| Sent | 28 Feb 2022, 15:04:39 UTC |
| Report deadline | 8 Mar 2022, 15:04:39 UTC |
| Received | 5 Mar 2022, 12:06:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17123 |
| Run time | 4 hours 23 min 10 sec |
| CPU time | 4 hours 15 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1573 | loss: 0.0311423 | val_loss: 0.0311875 | Time: 7871.64 ms
[2022-03-03 12:13:28 main:574] : INFO : Epoch 1574 | loss: 0.0311481 | val_loss: 0.0311919 | Time: 7731.38 ms
[2022-03-03 12:13:36 main:574] : INFO : Epoch 1575 | loss: 0.03115 | val_loss: 0.0311806 | Time: 7846.86 ms
[2022-03-03 12:13:44 main:574] : INFO : Epoch 1576 | loss: 0.0311453 | val_loss: 0.0311855 | Time: 8368.26 ms
[2022-03-03 12:13:52 main:574] : INFO : Epoch 1577 | loss: 0.0311418 | val_loss: 0.031183 | Time: 7781.69 ms
[2022-03-03 12:14:00 main:574] : INFO : Epoch 1578 | loss: 0.031141 | val_loss: 0.0311863 | Time: 7962.41 ms
[2022-03-03 12:14:08 main:574] : INFO : Epoch 1579 | loss: 0.0311431 | val_loss: 0.0311879 | Time: 7662.51 ms
[2022-03-03 12:14:16 main:574] : INFO : Epoch 1580 | loss: 0.0311406 | val_loss: 0.0311919 | Time: 7783.51 ms
[2022-03-03 12:14:23 main:574] : INFO : Epoch 1581 | loss: 0.0311403 | val_loss: 0.0311925 | Time: 7844.74 ms
[2022-03-03 12:14:31 main:574] : INFO : Epoch 1582 | loss: 0.0311399 | val_loss: 0.0311898 | Time: 7927.27 ms
[2022-03-03 12:14:39 main:574] : INFO : Epoch 1583 | loss: 0.0311366 | val_loss: 0.0311863 | Time: 7628.89 ms
[2022-03-03 12:14:47 main:574] : INFO : Epoch 1584 | loss: 0.0311352 | val_loss: 0.0311902 | Time: 7731.47 ms
[2022-03-03 12:14:55 main:574] : INFO : Epoch 1585 | loss: 0.0311347 | val_loss: 0.0311893 | Time: 7933.67 ms
[2022-03-03 12:15:03 main:574] : INFO : Epoch 1586 | loss: 0.0311374 | val_loss: 0.0311916 | Time: 8033.79 ms
[2022-03-03 12:15:11 main:574] : INFO : Epoch 1587 | loss: 0.0311379 | val_loss: 0.0311951 | Time: 7985.7 ms
[2022-03-03 12:15:18 main:574] : INFO : Epoch 1588 | loss: 0.0311382 | val_loss: 0.0311966 | Time: 7641.71 ms
[2022-03-03 12:15:26 main:574] : INFO : Epoch 1589 | loss: 0.0311403 | val_loss: 0.0311922 | Time: 7903.68 ms
[2022-03-03 12:15:34 main:574] : INFO : Epoch 1590 | loss: 0.0311381 | val_loss: 0.0311886 | Time: 7559.53 ms
[2022-03-03 12:15:42 main:574] : INFO : Epoch 1591 | loss: 0.03114 | val_loss: 0.0311867 | Time: 7900.57 ms
[2022-03-03 12:15:50 main:574] : INFO : Epoch 1592 | loss: 0.0311402 | val_loss: 0.0311863 | Time: 7817.67 ms
[2022-03-03 12:15:57 main:574] : INFO : Epoch 1593 | loss: 0.0311417 | val_loss: 0.0311864 | Time: 7809.47 ms
[2022-03-03 12:16:05 main:574] : INFO : Epoch 1594 | loss: 0.0311477 | val_loss: 0.0311853 | Time: 8008.44 ms
[2022-03-03 12:16:13 main:574] : INFO : Epoch 1595 | loss: 0.0311434 | val_loss: 0.0311854 | Time: 7602.96 ms
[2022-03-03 12:16:21 main:574] : INFO : Epoch 1596 | loss: 0.0311416 | val_loss: 0.0311905 | Time: 7898.39 ms
[2022-03-03 12:16:28 main:574] : INFO : Epoch 1597 | loss: 0.03114 | val_loss: 0.0311862 | Time: 7389.85 ms
[2022-03-03 12:16:36 main:574] : INFO : Epoch 1598 | loss: 0.0311392 | val_loss: 0.0311898 | Time: 7934.55 ms
[2022-03-03 12:16:44 main:574] : INFO : Epoch 1599 | loss: 0.0311372 | val_loss: 0.0311918 | Time: 7721.05 ms
[2022-03-03 12:16:52 main:574] : INFO : Epoch 1600 | loss: 0.0311342 | val_loss: 0.031193 | Time: 7805.32 ms
[2022-03-03 12:17:00 main:574] : INFO : Epoch 1601 | loss: 0.0311341 | val_loss: 0.0311881 | Time: 7768.63 ms
[2022-03-03 12:17:07 main:574] : INFO : Epoch 1602 | loss: 0.0311379 | val_loss: 0.0311916 | Time: 7875.24 ms
[2022-03-03 12:17:15 main:574] : INFO : Epoch 1603 | loss: 0.0311332 | val_loss: 0.0311936 | Time: 7687.14 ms
[2022-03-03 12:17:23 main:574] : INFO : Epoch 1604 | loss: 0.0311321 | val_loss: 0.0312008 | Time: 8097.41 ms
[2022-03-03 12:17:31 main:574] : INFO : Epoch 1605 | loss: 0.0311337 | val_loss: 0.0311959 | Time: 7511.29 ms
[2022-03-03 12:17:39 main:574] : INFO : Epoch 1606 | loss: 0.0311299 | val_loss: 0.0311963 | Time: 7803.3 ms
[2022-03-03 12:17:46 main:574] : INFO : Epoch 1607 | loss: 0.0311363 | val_loss: 0.0311991 | Time: 7893.67 ms
[2022-03-03 12:17:54 main:574] : INFO : Epoch 1608 | loss: 0.0311344 | val_loss: 0.0311958 | Time: 7676.56 ms
[2022-03-03 12:18:02 main:574] : INFO : Epoch 1609 | loss: 0.0311301 | val_loss: 0.0311899 | Time: 7799.4 ms
[2022-03-03 12:18:10 main:574] : INFO : Epoch 1610 | loss: 0.0311276 | val_loss: 0.0311921 | Time: 7957.66 ms
[2022-03-03 12:18:16 main:574] : INFO : Epoch 1611 | loss: 0.0311274 | val_loss: 0.0311961 | Time: 6449.1 ms
[2022-03-03 12:18:24 main:574] : INFO : Epoch 1612 | loss: 0.0311253 | val_loss: 0.0311911 | Time: 7992.64 ms
[2022-03-03 12:18:32 main:574] : INFO : Epoch 1613 | loss: 0.0311311 | val_loss: 0.0311913 | Time: 7757.22 ms
[2022-03-03 12:18:40 main:574] : INFO : Epoch 1614 | loss: 0.0311274 | val_loss: 0.0311952 | Time: 8105.07 ms
[2022-03-03 12:18:48 main:574] : INFO : Epoch 1615 | loss: 0.0311271 | val_loss: 0.031195 | Time: 7891.58 ms
[2022-03-03 12:18:56 main:574] : INFO : Epoch 1616 | loss: 0.0311275 | val_loss: 0.0312008 | Time: 7807.98 ms
[2022-03-03 12:19:03 main:574] : INFO : Epoch 1617 | loss: 0.0311264 | val_loss: 0.0311965 | Time: 7424.82 ms
[2022-03-03 12:19:11 main:574] : INFO : Epoch 1618 | loss: 0.0311314 | val_loss: 0.0311859 | Time: 8009.89 ms
[2022-03-03 12:19:19 main:574] : INFO : Epoch 1619 | loss: 0.0311322 | val_loss: 0.0311958 | Time: 7758.07 ms
[2022-03-03 12:19:27 main:574] : INFO : Epoch 1620 | loss: 0.0311319 | val_loss: 0.0311952 | Time: 7830.85 ms
[2022-03-03 12:19:35 main:574] : INFO : Epoch 1621 | loss: 0.0311297 | val_loss: 0.0312002 | Time: 7864.03 ms
[2022-03-03 12:19:43 main:574] : INFO : Epoch 1622 | loss: 0.0311265 | val_loss: 0.031194 | Time: 7972.19 ms
[2022-03-03 12:19:51 main:574] : INFO : Epoch 1623 | loss: 0.0311254 | val_loss: 0.031199 | Time: 7988.14 ms
[2022-03-03 12:19:58 main:574] : INFO : Epoch 1624 | loss: 0.0311255 | val_loss: 0.0311993 | Time: 7594.18 ms
[2022-03-03 12:20:06 main:574] : INFO : Epoch 1625 | loss: 0.0311224 | val_loss: 0.0311995 | Time: 7588.96 ms
[2022-03-03 12:20:14 main:574] : INFO : Epoch 1626 | loss: 0.0311194 | val_loss: 0.031205 | Time: 7670.66 ms
[2022-03-03 12:20:22 main:574] : INFO : Epoch 1627 | loss: 0.0311212 | val_loss: 0.031202 | Time: 7959.89 ms
[2022-03-03 12:20:29 main:574] : INFO : Epoch 1628 | loss: 0.0311229 | val_loss: 0.0311986 | Time: 7589.61 ms
[2022-03-03 12:20:37 main:574] : INFO : Epoch 1629 | loss: 0.0311212 | val_loss: 0.0312084 | Time: 7826.48 ms
[2022-03-03 12:20:45 main:574] : INFO : Epoch 1630 | loss: 0.0311289 | val_loss: 0.0312065 | Time: 7951.32 ms
[2022-03-03 12:20:53 main:574] : INFO : Epoch 1631 | loss: 0.0311247 | val_loss: 0.0312076 | Time: 7933.38 ms
[2022-03-03 12:21:01 main:574] : INFO : Epoch 1632 | loss: 0.0311234 | val_loss: 0.0311976 | Time: 7564.91 ms
[2022-03-03 12:21:09 main:574] : INFO : Epoch 1633 | loss: 0.0311224 | val_loss: 0.0312071 | Time: 8002.52 ms
[2022-03-03 12:21:17 main:574] : INFO : Epoch 1634 | loss: 0.0312058 | val_loss: 0.0312152 | Time: 7889.19 ms
[2022-03-03 12:21:24 main:574] : INFO : Epoch 1635 | loss: 0.0312141 | val_loss: 0.0312048 | Time: 7802.44 ms
[2022-03-03 12:21:32 main:574] : INFO : Epoch 1636 | loss: 0.0312052 | val_loss: 0.0311985 | Time: 7727.48 ms
[2022-03-03 12:21:40 main:574] : INFO : Epoch 1637 | loss: 0.0311983 | val_loss: 0.0311946 | Time: 7764.35 ms
[2022-03-03 12:21:47 main:574] : INFO : Epoch 1638 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 7511 ms
[2022-03-03 12:21:55 main:574] : INFO : Epoch 1639 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 7612.69 ms
[2022-03-03 12:22:03 main:574] : INFO : Epoch 1640 | loss: 0.0311884 | val_loss: 0.0311872 | Time: 7645.11 ms
[2022-03-03 12:22:10 main:574] : INFO : Epoch 1641 | loss: 0.0311853 | val_loss: 0.031198 | Time: 7415.03 ms
[2022-03-03 12:22:18 main:574] : INFO : Epoch 1642 | loss: 0.0311845 | val_loss: 0.031186 | Time: 7847.72 ms
[2022-03-03 12:22:26 main:574] : INFO : Epoch 1643 | loss: 0.031182 | val_loss: 0.0311874 | Time: 7961.18 ms
[2022-03-03 12:22:33 main:574] : INFO : Epoch 1644 | loss: 0.0311807 | val_loss: 0.0311906 | Time: 7579.73 ms
[2022-03-03 12:22:41 main:574] : INFO : Epoch 1645 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 7829.77 ms
[2022-03-03 12:22:49 main:574] : INFO : Epoch 1646 | loss: 0.0311786 | val_loss: 0.0311843 | Time: 7486.26 ms
[2022-03-03 12:22:56 main:574] : INFO : Epoch 1647 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 7642.4 ms
[2022-03-03 12:23:04 main:574] : INFO : Epoch 1648 | loss: 0.031177 | val_loss: 0.0311858 | Time: 7578.8 ms
[2022-03-03 12:23:12 main:574] : INFO : Epoch 1649 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 7498.68 ms
[2022-03-03 12:23:19 main:574] : INFO : Epoch 1650 | loss: 0.0311756 | val_loss: 0.0311956 | Time: 7894.85 ms
[2022-03-03 12:23:27 main:574] : INFO : Epoch 1651 | loss: 0.0311786 | val_loss: 0.0311887 | Time: 7713.14 ms
[2022-03-03 12:23:35 main:574] : INFO : Epoch 1652 | loss: 0.0311796 | val_loss: 0.0311852 | Time: 7853.1 ms
[2022-03-03 12:23:43 main:574] : INFO : Epoch 1653 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 7851 ms
[2022-03-03 12:23:51 main:574] : INFO : Epoch 1654 | loss: 0.0311715 | val_loss: 0.031188 | Time: 7769.14 ms
[2022-03-03 12:23:58 main:574] : INFO : Epoch 1655 | loss: 0.0311703 | val_loss: 0.0311852 | Time: 7340.78 ms
[2022-03-03 12:24:06 main:574] : INFO : Epoch 1656 | loss: 0.0311708 | val_loss: 0.0311859 | Time: 7793.61 ms
[2022-03-03 12:24:14 main:574] : INFO : Epoch 1657 | loss: 0.0311689 | val_loss: 0.0311852 | Time: 7720.48 ms
[2022-03-03 12:24:21 main:574] : INFO : Epoch 1658 | loss: 0.0311685 | val_loss: 0.0311867 | Time: 7794.69 ms
[2022-03-03 12:24:29 main:574] : INFO : Epoch 1659 | loss: 0.0311693 | val_loss: 0.0311858 | Time: 8070.15 ms
[2022-03-03 12:24:37 main:574] : INFO : Epoch 1660 | loss: 0.0311684 | val_loss: 0.0311869 | Time: 7717.5 ms
[2022-03-03 12:24:45 main:574] : INFO : Epoch 1661 | loss: 0.031166 | val_loss: 0.0311878 | Time: 7909.12 ms
[2022-03-03 12:24:53 main:574] : INFO : Epoch 1662 | loss: 0.0311661 | val_loss: 0.0311895 | Time: 7907.2 ms
[2022-03-03 12:25:01 main:574] : INFO : Epoch 1663 | loss: 0.0311639 | val_loss: 0.0311887 | Time: 7794.92 ms
[2022-03-03 12:25:09 main:574] : INFO : Epoch 1664 | loss: 0.031163 | val_loss: 0.0311898 | Time: 7919.69 ms
[2022-03-03 12:25:16 main:574] : INFO : Epoch 1665 | loss: 0.0311631 | val_loss: 0.0311905 | Time: 7821.48 ms
[2022-03-03 12:25:24 main:574] : INFO : Epoch 1666 | loss: 0.0311643 | val_loss: 0.031192 | Time: 7602.26 ms
[2022-03-03 12:25:32 main:574] : INFO : Epoch 1667 | loss: 0.0311646 | val_loss: 0.0311877 | Time: 8254.12 ms
[2022-03-03 12:25:40 main:574] : INFO : Epoch 1668 | loss: 0.0311643 | val_loss: 0.0311919 | Time: 8059.25 ms
[2022-03-03 12:25:48 main:574] : INFO : Epoch 1669 | loss: 0.0311643 | val_loss: 0.0311916 | Time: 7946.64 ms
[2022-03-03 12:25:56 main:574] : INFO : Epoch 1670 | loss: 0.0311634 | val_loss: 0.0311936 | Time: 7731.39 ms
[2022-03-03 12:26:04 main:574] : INFO : Epoch 1671 | loss: 0.0311637 | val_loss: 0.0311939 | Time: 7737.7 ms
[2022-03-03 12:26:12 main:574] : INFO : Epoch 1672 | loss: 0.0311603 | val_loss: 0.0311895 | Time: 7660.25 ms
[2022-03-03 12:26:19 main:574] : INFO : Epoch 1673 | loss: 0.0311594 | val_loss: 0.0311927 | Time: 7667.42 ms
[2022-03-03 12:26:27 main:574] : INFO : Epoch 1674 | loss: 0.0311586 | val_loss: 0.0311931 | Time: 7685.85 ms
[2022-03-03 12:26:35 main:574] : INFO : Epoch 1675 | loss: 0.0311567 | val_loss: 0.0311936 | Time: 7796.18 ms
[2022-03-03 12:26:43 main:574] : INFO : Epoch 1676 | loss: 0.0311572 | val_loss: 0.0311968 | Time: 7901.18 ms
[2022-03-03 12:26:51 main:574] : INFO : Epoch 1677 | loss: 0.0311551 | val_loss: 0.0311972 | Time: 8043.77 ms
[2022-03-03 12:26:58 main:574] : INFO : Epoch 1678 | loss: 0.0311548 | val_loss: 0.0311957 | Time: 7627.95 ms
[2022-03-03 12:27:06 main:574] : INFO : Epoch 1679 | loss: 0.0311547 | val_loss: 0.0311986 | Time: 7509.89 ms
[2022-03-03 12:27:14 main:574] : INFO : Epoch 1680 | loss: 0.0311528 | val_loss: 0.0311983 | Time: 7762.47 ms
[2022-03-03 12:27:21 main:574] : INFO : Epoch 1681 | loss: 0.0311528 | val_loss: 0.031195 | Time: 7523.26 ms
[2022-03-03 12:27:29 main:574] : INFO : Epoch 1682 | loss: 0.0311524 | val_loss: 0.031198 | Time: 7928.22 ms
[2022-03-03 12:27:37 main:574] : INFO : Epoch 1683 | loss: 0.0311544 | val_loss: 0.0311955 | Time: 7777.53 ms
[2022-03-03 12:27:44 main:574] : INFO : Epoch 1684 | loss: 0.0311521 | val_loss: 0.0312014 | Time: 7556.27 ms
[2022-03-03 12:27:52 main:574] : INFO : Epoch 1685 | loss: 0.0311573 | val_loss: 0.0312025 | Time: 7631.68 ms
[2022-03-03 12:28:00 main:574] : INFO : Epoch 1686 | loss: 0.0311631 | val_loss: 0.0311986 | Time: 7914.58 ms
[2022-03-03 12:28:08 main:574] : INFO : Epoch 1687 | loss: 0.0311576 | val_loss: 0.0311985 | Time: 8097.73 ms
[2022-03-03 12:28:16 main:574] : INFO : Epoch 1688 | loss: 0.031153 | val_loss: 0.0311956 | Time: 7612.08 ms
[2022-03-03 12:28:23 main:574] : INFO : Epoch 1689 | loss: 0.0311502 | val_loss: 0.0311946 | Time: 7636.07 ms
[2022-03-03 12:28:32 main:574] : INFO : Epoch 1690 | loss: 0.0311505 | val_loss: 0.0312022 | Time: 8201.8 ms
[2022-03-03 12:28:39 main:574] : INFO : Epoch 1691 | loss: 0.0311477 | val_loss: 0.0312032 | Time: 7604.69 ms
[2022-03-03 12:28:47 main:574] : INFO : Epoch 1692 | loss: 0.0311476 | val_loss: 0.0312032 | Time: 8009.03 ms
[2022-03-03 12:28:55 main:574] : INFO : Epoch 1693 | loss: 0.0311471 | val_loss: 0.0312027 | Time: 7907.13 ms
[2022-03-03 12:29:03 main:574] : INFO : Epoch 1694 | loss: 0.031148 | val_loss: 0.0312101 | Time: 7603.86 ms
[2022-03-03 12:29:11 main:574] : INFO : Epoch 1695 | loss: 0.0311471 | val_loss: 0.0312043 | Time: 7996.27 ms
[2022-03-03 12:29:18 main:574] : INFO : Epoch 1696 | loss: 0.0311441 | val_loss: 0.0312082 | Time: 7646.25 ms
[2022-03-03 12:29:26 main:574] : INFO : Epoch 1697 | loss: 0.0311471 | val_loss: 0.0312038 | Time: 7848.51 ms
[2022-03-03 12:29:34 main:574] : INFO : Epoch 1698 | loss: 0.0311456 | val_loss: 0.0312108 | Time: 7607.2 ms
[2022-03-03 12:29:42 main:574] : INFO : Epoch 1699 | loss: 0.0311438 | val_loss: 0.0312063 | Time: 8111.88 ms
[2022-03-03 12:29:50 main:574] : INFO : Epoch 1700 | loss: 0.0311508 | val_loss: 0.0311977 | Time: 8007.43 ms
[2022-03-03 12:29:58 main:574] : INFO : Epoch 1701 | loss: 0.0311551 | val_loss: 0.0312066 | Time: 7784.11 ms
[2022-03-03 12:30:06 main:574] : INFO : Epoch 1702 | loss: 0.0311522 | val_loss: 0.0312078 | Time: 8091.07 ms
[2022-03-03 12:30:14 main:574] : INFO : Epoch 1703 | loss: 0.0311592 | val_loss: 0.0312036 | Time: 7669.23 ms
[2022-03-03 12:30:21 main:574] : INFO : Epoch 1704 | loss: 0.0311523 | val_loss: 0.0312055 | Time: 7818.89 ms
[2022-03-03 12:30:29 main:574] : INFO : Epoch 1705 | loss: 0.0311618 | val_loss: 0.0311935 | Time: 7936.32 ms
[2022-03-03 12:30:37 main:574] : INFO : Epoch 1706 | loss: 0.0311574 | val_loss: 0.031202 | Time: 7803.07 ms
[2022-03-03 12:30:45 main:574] : INFO : Epoch 1707 | loss: 0.0311507 | val_loss: 0.0312025 | Time: 7722.03 ms
[2022-03-03 12:30:53 main:574] : INFO : Epoch 1708 | loss: 0.0311471 | val_loss: 0.0312021 | Time: 7862.92 ms
[2022-03-03 12:31:01 main:574] : INFO : Epoch 1709 | loss: 0.0311464 | val_loss: 0.0312078 | Time: 7950.09 ms
[2022-03-03 12:31:09 main:574] : INFO : Epoch 1710 | loss: 0.0311464 | val_loss: 0.0312127 | Time: 7859.45 ms
[2022-03-03 12:31:16 main:574] : INFO : Epoch 1711 | loss: 0.031146 | val_loss: 0.0312089 | Time: 7701.1 ms
[2022-03-03 12:31:24 main:574] : INFO : Epoch 1712 | loss: 0.0311467 | val_loss: 0.0312021 | Time: 7648.47 ms
[2022-03-03 12:31:32 main:574] : INFO : Epoch 1713 | loss: 0.0311517 | val_loss: 0.0312113 | Time: 7712.22 ms
[2022-03-03 12:31:39 main:574] : INFO : Epoch 1714 | loss: 0.0311471 | val_loss: 0.0312036 | Time: 7563.1 ms
[2022-03-03 12:31:47 main:574] : INFO : Epoch 1715 | loss: 0.0311512 | val_loss: 0.0312244 | Time: 7832.51 ms
[2022-03-03 12:31:55 main:574] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.0312164 | Time: 7685.02 ms
[2022-03-03 12:32:01 main:574] : INFO : Epoch 1717 | loss: 0.0311396 | val_loss: 0.0312156 | Time: 6620.96 ms
[2022-03-03 12:32:09 main:574] : INFO : Epoch 1718 | loss: 0.0311378 | val_loss: 0.0312113 | Time: 7941 ms
[2022-03-03 12:32:17 main:574] : INFO : Epoch 1719 | loss: 0.0311397 | val_loss: 0.0312185 | Time: 7733.34 ms
[2022-03-03 12:32:25 main:574] : INFO : Epoch 1720 | loss: 0.0311394 | val_loss: 0.0312217 | Time: 7862.44 ms
[2022-03-03 12:32:33 main:574] : INFO : Epoch 1721 | loss: 0.0311375 | val_loss: 0.0312118 | Time: 7830.42 ms
[2022-03-03 12:32:41 main:574] : INFO : Epoch 1722 | loss: 0.0311436 | val_loss: 0.031218 | Time: 7873.95 ms
[2022-03-03 12:32:49 main:574] : INFO : Epoch 1723 | loss: 0.0311388 | val_loss: 0.0312068 | Time: 8118.74 ms
[2022-03-03 12:32:57 main:574] : INFO : Epoch 1724 | loss: 0.0311392 | val_loss: 0.0312202 | Time: 7902.38 ms
[2022-03-03 12:33:05 main:574] : INFO : Epoch 1725 | loss: 0.0311379 | val_loss: 0.0312139 | Time: 7971.04 ms
[2022-03-03 12:33:12 main:574] : INFO : Epoch 1726 | loss: 0.0311343 | val_loss: 0.0312054 | Time: 7797.85 ms
[2022-03-03 12:33:20 main:574] : INFO : Epoch 1727 | loss: 0.0311481 | val_loss: 0.0312 | Time: 7743.84 ms
[2022-03-03 12:33:28 main:574] : INFO : Epoch 1728 | loss: 0.0311522 | val_loss: 0.0312009 | Time: 7882.29 ms
[2022-03-03 12:33:36 main:574] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.0312107 | Time: 7727.01 ms
[2022-03-03 12:33:44 main:574] : INFO : Epoch 1730 | loss: 0.0311404 | val_loss: 0.0312104 | Time: 7851.65 ms
[2022-03-03 12:33:52 main:574] : INFO : Epoch 1731 | loss: 0.0311396 | val_loss: 0.0312165 | Time: 8114.49 ms
[2022-03-03 12:34:00 main:574] : INFO : Epoch 1732 | loss: 0.0311382 | val_loss: 0.0312142 | Time: 7891.91 ms
[2022-03-03 12:34:07 main:574] : INFO : Epoch 1733 | loss: 0.031137 | val_loss: 0.0312257 | Time: 7718.94 ms
[2022-03-03 12:34:15 main:574] : INFO : Epoch 1734 | loss: 0.0311357 | val_loss: 0.0312111 | Time: 7725.25 ms
[2022-03-03 12:34:23 main:574] : INFO : Epoch 1735 | loss: 0.0311344 | val_loss: 0.031211 | Time: 7917.28 ms
[2022-03-03 12:34:31 main:574] : INFO : Epoch 1736 | loss: 0.0311354 | val_loss: 0.0312232 | Time: 7845.97 ms
[2022-03-03 12:34:38 main:574] : INFO : Epoch 1737 | loss: 0.0311377 | val_loss: 0.0312179 | Time: 7549.24 ms
[2022-03-03 12:34:46 main:574] : INFO : Epoch 1738 | loss: 0.0311337 | val_loss: 0.0312228 | Time: 7884.11 ms
[2022-03-03 12:34:54 main:574] : INFO : Epoch 1739 | loss: 0.0311378 | val_loss: 0.0312233 | Time: 7678.46 ms
[2022-03-03 12:35:02 main:574] : INFO : Epoch 1740 | loss: 0.0311371 | val_loss: 0.0312256 | Time: 7724.29 ms
[2022-03-03 12:35:10 main:574] : INFO : Epoch 1741 | loss: 0.0311362 | val_loss: 0.0312122 | Time: 8138.89 ms
[2022-03-03 12:35:18 main:574] : INFO : Epoch 1742 | loss: 0.0311376 | val_loss: 0.0312171 | Time: 8036.35 ms
[2022-03-03 12:35:26 main:574] : INFO : Epoch 1743 | loss: 0.0311328 | val_loss: 0.0312224 | Time: 7622.3 ms
[2022-03-03 12:35:33 main:574] : INFO : Epoch 1744 | loss: 0.0311302 | val_loss: 0.031226 | Time: 7684.84 ms
[2022-03-03 12:35:41 main:574] : INFO : Epoch 1745 | loss: 0.031132 | val_loss: 0.0312114 | Time: 7687.94 ms
[2022-03-03 12:35:49 main:574] : INFO : Epoch 1746 | loss: 0.0311335 | val_loss: 0.0312052 | Time: 7772.2 ms
[2022-03-03 12:35:57 main:574] : INFO : Epoch 1747 | loss: 0.0311346 | val_loss: 0.0312282 | Time: 7996.36 ms
[2022-03-03 12:36:04 main:574] : INFO : Epoch 1748 | loss: 0.031133 | val_loss: 0.0312236 | Time: 7653.16 ms
[2022-03-03 12:36:12 main:574] : INFO : Epoch 1749 | loss: 0.0311562 | val_loss: 0.0312109 | Time: 7574.58 ms
[2022-03-03 12:36:20 main:574] : INFO : Epoch 1750 | loss: 0.031149 | val_loss: 0.0312245 | Time: 8297.99 ms
[2022-03-03 12:36:28 main:574] : INFO : Epoch 1751 | loss: 0.0311404 | val_loss: 0.0312252 | Time: 8027.05 ms
[2022-03-03 12:36:36 main:574] : INFO : Epoch 1752 | loss: 0.0311403 | val_loss: 0.0312094 | Time: 7677.44 ms
[2022-03-03 12:36:44 main:574] : INFO : Epoch 1753 | loss: 0.0311376 | val_loss: 0.0312171 | Time: 7798.28 ms
[2022-03-03 12:36:52 main:574] : INFO : Epoch 1754 | loss: 0.0311355 | val_loss: 0.0312204 | Time: 7781.83 ms
[2022-03-03 12:36:59 main:574] : INFO : Epoch 1755 | loss: 0.0311318 | val_loss: 0.0312184 | Time: 7806.65 ms
[2022-03-03 12:37:08 main:574] : INFO : Epoch 1756 | loss: 0.0311298 | val_loss: 0.031219 | Time: 8086.02 ms
[2022-03-03 12:37:16 main:574] : INFO : Epoch 1757 | loss: 0.0311276 | val_loss: 0.0312141 | Time: 7983.53 ms
[2022-03-03 12:37:23 main:574] : INFO : Epoch 1758 | loss: 0.0311333 | val_loss: 0.0312287 | Time: 7927.15 ms
[2022-03-03 12:37:32 main:574] : INFO : Epoch 1759 | loss: 0.031132 | val_loss: 0.0312144 | Time: 8018.38 ms
[2022-03-03 12:37:39 main:574] : INFO : Epoch 1760 | loss: 0.031132 | val_loss: 0.0312227 | Time: 7564.84 ms
[2022-03-03 12:37:47 main:574] : INFO : Epoch 1761 | loss: 0.0311327 | val_loss: 0.0312152 | Time: 7836.05 ms
[2022-03-03 12:37:55 main:574] : INFO : Epoch 1762 | loss: 0.031138 | val_loss: 0.0311997 | Time: 7635.12 ms
[2022-03-03 12:38:02 main:574] : INFO : Epoch 1763 | loss: 0.0311354 | val_loss: 0.0312142 | Time: 7764.8 ms
[2022-03-03 12:38:10 main:574] : INFO : Epoch 1764 | loss: 0.0311275 | val_loss: 0.0312254 | Time: 7887.25 ms
[2022-03-03 12:38:18 main:574] : INFO : Epoch 1765 | loss: 0.0311301 | val_loss: 0.0312174 | Time: 7783.04 ms
[2022-03-03 12:38:26 main:574] : INFO : Epoch 1766 | loss: 0.0311306 | val_loss: 0.0312206 | Time: 7797.88 ms
[2022-03-03 12:38:34 main:574] : INFO : Epoch 1767 | loss: 0.0311662 | val_loss: 0.0311989 | Time: 7924.82 ms
[2022-03-03 12:38:42 main:574] : INFO : Epoch 1768 | loss: 0.0311604 | val_loss: 0.0312073 | Time: 7788.92 ms
[2022-03-03 12:38:49 main:574] : INFO : Epoch 1769 | loss: 0.0311501 | val_loss: 0.0312128 | Time: 7753.12 ms
[2022-03-03 12:38:57 main:574] : INFO : Epoch 1770 | loss: 0.0311433 | val_loss: 0.0312085 | Time: 7791.8 ms
[2022-03-03 12:39:05 main:574] : INFO : Epoch 1771 | loss: 0.0311416 | val_loss: 0.0312131 | Time: 7726.04 ms
[2022-03-03 12:39:13 main:574] : INFO : Epoch 1772 | loss: 0.0311398 | val_loss: 0.0312082 | Time: 7685.73 ms
[2022-03-03 12:39:21 main:574] : INFO : Epoch 1773 | loss: 0.0311356 | val_loss: 0.0312082 | Time: 7988.85 ms
[2022-03-03 12:39:28 main:574] : INFO : Epoch 1774 | loss: 0.0311352 | val_loss: 0.0312049 | Time: 7692.51 ms
[2022-03-03 12:39:36 main:574] : INFO : Epoch 1775 | loss: 0.031132 | val_loss: 0.0312225 | Time: 7758.11 ms
[2022-03-03 12:39:44 main:574] : INFO : Epoch 1776 | loss: 0.0311284 | val_loss: 0.0312135 | Time: 8116.02 ms
[2022-03-03 12:39:52 main:574] : INFO : Epoch 1777 | loss: 0.0311312 | val_loss: 0.0312244 | Time: 7760.91 ms
[2022-03-03 12:40:00 main:574] : INFO : Epoch 1778 | loss: 0.0311308 | val_loss: 0.0312264 | Time: 7818.65 ms
[2022-03-03 12:40:08 main:574] : INFO : Epoch 1779 | loss: 0.0311283 | val_loss: 0.0312105 | Time: 7833.41 ms
[2022-03-03 12:40:16 main:574] : INFO : Epoch 1780 | loss: 0.0311278 | val_loss: 0.0312138 | Time: 7931.99 ms
[2022-03-03 12:40:23 main:574] : INFO : Epoch 1781 | loss: 0.0311248 | val_loss: 0.0312152 | Time: 7750.11 ms
[2022-03-03 12:40:31 main:574] : INFO : Epoch 1782 | loss: 0.0311301 | val_loss: 0.0312134 | Time: 7830.15 ms
[2022-03-03 12:40:39 main:574] : INFO : Epoch 1783 | loss: 0.0311262 | val_loss: 0.031218 | Time: 7939.86 ms
[2022-03-03 12:40:47 main:574] : INFO : Epoch 1784 | loss: 0.031127 | val_loss: 0.0312284 | Time: 7698.49 ms
[2022-03-03 12:40:55 main:574] : INFO : Epoch 1785 | loss: 0.0311258 | val_loss: 0.0312244 | Time: 7978.98 ms
[2022-03-03 12:41:03 main:574] : INFO : Epoch 1786 | loss: 0.0311232 | val_loss: 0.0312149 | Time: 7988.74 ms
[2022-03-03 12:41:11 main:574] : INFO : Epoch 1787 | loss: 0.0311267 | val_loss: 0.0312188 | Time: 7862.95 ms
[2022-03-03 12:41:19 main:574] : INFO : Epoch 1788 | loss: 0.0311267 | val_loss: 0.0312148 | Time: 8037.28 ms
[2022-03-03 12:41:26 main:574] : INFO : Epoch 1789 | loss: 0.0311271 | val_loss: 0.0312245 | Time: 7690.81 ms
[2022-03-03 12:41:34 main:574] : INFO : Epoch 1790 | loss: 0.0311335 | val_loss: 0.0312051 | Time: 7645.1 ms
[2022-03-03 12:41:42 main:574] : INFO : Epoch 1791 | loss: 0.0311336 | val_loss: 0.0312072 | Time: 7950.5 ms
[2022-03-03 12:41:50 main:574] : INFO : Epoch 1792 | loss: 0.0311293 | val_loss: 0.031214 | Time: 7734.72 ms
[2022-03-03 12:41:57 main:574] : INFO : Epoch 1793 | loss: 0.0311261 | val_loss: 0.0312052 | Time: 7737.65 ms
[2022-03-03 12:42:05 main:574] : INFO : Epoch 1794 | loss: 0.031128 | val_loss: 0.0312128 | Time: 7846.14 ms
[2022-03-03 12:42:13 main:574] : INFO : Epoch 1795 | loss: 0.031134 | val_loss: 0.0312074 | Time: 7923.12 ms
[2022-03-03 12:42:21 main:574] : INFO : Epoch 1796 | loss: 0.0311419 | val_loss: 0.0312194 | Time: 7731.03 ms
[2022-03-03 12:42:29 main:574] : INFO : Epoch 1797 | loss: 0.0311343 | val_loss: 0.0312152 | Time: 7775.59 ms
[2022-03-03 12:42:36 main:574] : INFO : Epoch 1798 | loss: 0.0311264 | val_loss: 0.0312083 | Time: 7621.36 ms
[2022-03-03 12:42:44 main:574] : INFO : Epoch 1799 | loss: 0.031123 | val_loss: 0.0312129 | Time: 7717.58 ms
[2022-03-03 12:42:52 main:574] : INFO : Epoch 1800 | loss: 0.0311215 | val_loss: 0.0312208 | Time: 7765.07 ms
[2022-03-03 12:43:00 main:574] : INFO : Epoch 1801 | loss: 0.0311193 | val_loss: 0.0312035 | Time: 8067.32 ms
[2022-03-03 12:43:08 main:574] : INFO : Epoch 1802 | loss: 0.0311199 | val_loss: 0.0312273 | Time: 7704.47 ms
[2022-03-03 12:43:16 main:574] : INFO : Epoch 1803 | loss: 0.031124 | val_loss: 0.031232 | Time: 7883.01 ms
[2022-03-03 12:43:23 main:574] : INFO : Epoch 1804 | loss: 0.031132 | val_loss: 0.031217 | Time: 7831.04 ms
[2022-03-03 12:43:31 main:574] : INFO : Epoch 1805 | loss: 0.0311332 | val_loss: 0.0312239 | Time: 7963.59 ms
[2022-03-03 12:43:39 main:574] : INFO : Epoch 1806 | loss: 0.0311284 | val_loss: 0.0312215 | Time: 7888.39 ms
[2022-03-03 12:43:47 main:574] : INFO : Epoch 1807 | loss: 0.0311278 | val_loss: 0.0312186 | Time: 7962.68 ms
[2022-03-03 12:43:55 main:574] : INFO : Epoch 1808 | loss: 0.0311201 | val_loss: 0.0312105 | Time: 7662.93 ms
[2022-03-03 12:44:03 main:574] : INFO : Epoch 1809 | loss: 0.0311236 | val_loss: 0.0312142 | Time: 7916.43 ms
[2022-03-03 12:44:11 main:574] : INFO : Epoch 1810 | loss: 0.0311241 | val_loss: 0.0312158 | Time: 7716.74 ms
[2022-03-03 12:44:18 main:574] : INFO : Epoch 1811 | loss: 0.031132 | val_loss: 0.0312193 | Time: 7716.8 ms
[2022-03-03 12:44:26 main:574] : INFO : Epoch 1812 | loss: 0.0311343 | val_loss: 0.0312093 | Time: 7690.25 ms
[2022-03-03 12:44:34 main:574] : INFO : Epoch 1813 | loss: 0.0311564 | val_loss: 0.0311908 | Time: 7858.85 ms
[2022-03-03 12:44:42 main:574] : INFO : Epoch 1814 | loss: 0.0311621 | val_loss: 0.0311893 | Time: 7789.05 ms
[2022-03-03 12:44:49 main:574] : INFO : Epoch 1815 | loss: 0.031154 | val_loss: 0.0311899 | Time: 7681.71 ms
[2022-03-03 12:44:57 main:574] : INFO : Epoch 1816 | loss: 0.0311464 | val_loss: 0.0311984 | Time: 7809.6 ms
[2022-03-03 12:45:05 main:574] : INFO : Epoch 1817 | loss: 0.0311387 | val_loss: 0.0311954 | Time: 7790.07 ms
[2022-03-03 12:45:12 main:574] : INFO : Epoch 1818 | loss: 0.0311326 | val_loss: 0.0312005 | Time: 7505.92 ms
[2022-03-03 12:45:20 main:574] : INFO : Epoch 1819 | loss: 0.0311301 | val_loss: 0.0312079 | Time: 7768.68 ms
[2022-03-03 12:45:28 main:574] : INFO : Epoch 1820 | loss: 0.0311252 | val_loss: 0.0312095 | Time: 7977.69 ms
[2022-03-03 12:45:35 main:574] : INFO : Epoch 1821 | loss: 0.0311235 | val_loss: 0.0312178 | Time: 6890.53 ms
[2022-03-03 12:45:42 main:574] : INFO : Epoch 1822 | loss: 0.0311221 | val_loss: 0.0312125 | Time: 7262.2 ms
[2022-03-03 12:45:50 main:574] : INFO : Epoch 1823 | loss: 0.0311439 | val_loss: 0.0312084 | Time: 7659.03 ms
[2022-03-03 12:45:58 main:574] : INFO : Epoch 1824 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 7818.67 ms
[2022-03-03 12:46:06 main:574] : INFO : Epoch 1825 | loss: 0.0311894 | val_loss: 0.0311928 | Time: 7919.61 ms
[2022-03-03 12:46:14 main:574] : INFO : Epoch 1826 | loss: 0.0311829 | val_loss: 0.031187 | Time: 7727.17 ms
[2022-03-03 12:46:21 main:574] : INFO : Epoch 1827 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 7673.89 ms
[2022-03-03 12:46:29 main:574] : INFO : Epoch 1828 | loss: 0.0311748 | val_loss: 0.0311838 | Time: 7653.19 ms
[2022-03-03 12:46:37 main:574] : INFO : Epoch 1829 | loss: 0.0311723 | val_loss: 0.0311814 | Time: 7675.01 ms
[2022-03-03 12:46:44 main:574] : INFO : Epoch 1830 | loss: 0.03117 | val_loss: 0.0311828 | Time: 7735.12 ms
[2022-03-03 12:46:52 main:574] : INFO : Epoch 1831 | loss: 0.0311671 | val_loss: 0.0311846 | Time: 7984.91 ms
[2022-03-03 12:47:00 main:574] : INFO : Epoch 1832 | loss: 0.0311662 | val_loss: 0.0311902 | Time: 7422.67 ms
[2022-03-03 12:47:08 main:574] : INFO : Epoch 1833 | loss: 0.0311649 | val_loss: 0.0311844 | Time: 7927.18 ms
[2022-03-03 12:47:16 main:574] : INFO : Epoch 1834 | loss: 0.031164 | val_loss: 0.0311904 | Time: 8040.43 ms
[2022-03-03 12:47:23 main:574] : INFO : Epoch 1835 | loss: 0.0311618 | val_loss: 0.0311882 | Time: 7594.51 ms
[2022-03-03 12:47:31 main:574] : INFO : Epoch 1836 | loss: 0.0311582 | val_loss: 0.0311863 | Time: 7590.14 ms
[2022-03-03 12:47:39 main:574] : INFO : Epoch 1837 | loss: 0.0311578 | val_loss: 0.0311945 | Time: 7886.64 ms
[2022-03-03 12:47:46 main:574] : INFO : Epoch 1838 | loss: 0.0311588 | val_loss: 0.0311886 | Time: 7605.59 ms
[2022-03-03 12:47:54 main:574] : INFO : Epoch 1839 | loss: 0.0311563 | val_loss: 0.0311927 | Time: 7526.21 ms
[2022-03-03 12:48:02 main:574] : INFO : Epoch 1840 | loss: 0.031153 | val_loss: 0.0311913 | Time: 7873.5 ms
[2022-03-03 12:48:09 main:574] : INFO : Epoch 1841 | loss: 0.0311527 | val_loss: 0.031187 | Time: 7572.22 ms
[2022-03-03 12:48:17 main:574] : INFO : Epoch 1842 | loss: 0.0311535 | val_loss: 0.0311904 | Time: 7680.18 ms
[2022-03-03 12:48:25 main:574] : INFO : Epoch 1843 | loss: 0.0311524 | val_loss: 0.0311883 | Time: 7950.12 ms
[2022-03-03 12:48:33 main:574] : INFO : Epoch 1844 | loss: 0.0311489 | val_loss: 0.0311915 | Time: 7716.68 ms
[2022-03-03 12:48:41 main:574] : INFO : Epoch 1845 | loss: 0.0311503 | val_loss: 0.0311875 | Time: 7897.37 ms
[2022-03-03 12:48:48 main:574] : INFO : Epoch 1846 | loss: 0.0311497 | val_loss: 0.0311944 | Time: 7663.66 ms
[2022-03-03 12:48:56 main:574] : INFO : Epoch 1847 | loss: 0.0311491 | val_loss: 0.0311918 | Time: 7552.99 ms
[2022-03-03 12:49:04 main:574] : INFO : Epoch 1848 | loss: 0.031147 | val_loss: 0.0311893 | Time: 7923.48 ms
[2022-03-03 12:49:12 main:574] : INFO : Epoch 1849 | loss: 0.0311444 | val_loss: 0.0311974 | Time: 7777.28 ms
[2022-03-03 12:49:19 main:574] : INFO : Epoch 1850 | loss: 0.0311444 | val_loss: 0.0311995 | Time: 7816.58 ms
[2022-03-03 12:49:27 main:574] : INFO : Epoch 1851 | loss: 0.0311452 | val_loss: 0.0311889 | Time: 7726.92 ms
[2022-03-03 12:49:35 main:574] : INFO : Epoch 1852 | loss: 0.0311455 | val_loss: 0.0311899 | Time: 7591.85 ms
[2022-03-03 12:49:42 main:574] : INFO : Epoch 1853 | loss: 0.0311476 | val_loss: 0.0311937 | Time: 7606.71 ms
[2022-03-03 12:49:50 main:574] : INFO : Epoch 1854 | loss: 0.0311461 | val_loss: 0.0311955 | Time: 7692.57 ms
[2022-03-03 12:49:58 main:574] : INFO : Epoch 1855 | loss: 0.0311418 | val_loss: 0.0311933 | Time: 7708 ms
[2022-03-03 12:50:05 main:574] : INFO : Epoch 1856 | loss: 0.0311422 | val_loss: 0.03119 | Time: 7616.64 ms
[2022-03-03 12:50:13 main:574] : INFO : Epoch 1857 | loss: 0.0311528 | val_loss: 0.0311887 | Time: 7953.95 ms
[2022-03-03 12:50:21 main:574] : INFO : Epoch 1858 | loss: 0.0311486 | val_loss: 0.0311896 | Time: 7619.86 ms
[2022-03-03 12:50:28 main:574] : INFO : Epoch 1859 | loss: 0.0311458 | val_loss: 0.0311897 | Time: 7332.23 ms
[2022-03-03 12:50:36 main:574] : INFO : Epoch 1860 | loss: 0.0311448 | val_loss: 0.0311969 | Time: 7769.49 ms
[2022-03-03 12:50:44 main:574] : INFO : Epoch 1861 | loss: 0.0311393 | val_loss: 0.0311934 | Time: 8017.22 ms
[2022-03-03 12:50:52 main:574] : INFO : Epoch 1862 | loss: 0.0311445 | val_loss: 0.0311901 | Time: 7726.65 ms
[2022-03-03 12:50:59 main:574] : INFO : Epoch 1863 | loss: 0.0311471 | val_loss: 0.0311912 | Time: 7370.99 ms
[2022-03-03 12:51:07 main:574] : INFO : Epoch 1864 | loss: 0.031145 | val_loss: 0.0311917 | Time: 7462.71 ms
[2022-03-03 12:51:14 main:574] : INFO : Epoch 1865 | loss: 0.0311424 | val_loss: 0.0311908 | Time: 7609.52 ms
[2022-03-03 12:51:22 main:574] : INFO : Epoch 1866 | loss: 0.0311384 | val_loss: 0.0311896 | Time: 7546.79 ms
[2022-03-03 12:51:30 main:574] : INFO : Epoch 1867 | loss: 0.0311366 | val_loss: 0.0311893 | Time: 7735.57 ms
[2022-03-03 12:51:38 main:574] : INFO : Epoch 1868 | loss: 0.0311378 | val_loss: 0.0312009 | Time: 8008.48 ms
[2022-03-03 12:51:46 main:574] : INFO : Epoch 1869 | loss: 0.0311375 | val_loss: 0.0312042 | Time: 7902.79 ms
[2022-03-03 12:51:53 main:574] : INFO : Epoch 1870 | loss: 0.0311344 | val_loss: 0.0311904 | Time: 7701.44 ms
[2022-03-03 12:52:01 main:574] : INFO : Epoch 1871 | loss: 0.0311314 | val_loss: 0.0311953 | Time: 7568.41 ms
[2022-03-03 12:52:09 main:574] : INFO : Epoch 1872 | loss: 0.0311369 | val_loss: 0.0311999 | Time: 7862.27 ms
[2022-03-03 12:52:16 main:574] : INFO : Epoch 1873 | loss: 0.0311369 | val_loss: 0.0311948 | Time: 7730.75 ms
[2022-03-03 12:52:24 main:574] : INFO : Epoch 1874 | loss: 0.0311382 | val_loss: 0.0311959 | Time: 7618.95 ms
[2022-03-03 12:52:32 main:574] : INFO : Epoch 1875 | loss: 0.0311461 | val_loss: 0.0311948 | Time: 7487.92 ms
[2022-03-03 12:52:39 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311894 | Time: 7766.2 ms
[2022-03-03 12:52:47 main:574] : INFO : Epoch 1877 | loss: 0.0311478 | val_loss: 0.0311936 | Time: 7740.29 ms
[2022-03-03 12:52:55 main:574] : INFO : Epoch 1878 | loss: 0.031146 | val_loss: 0.0311899 | Time: 7831.16 ms
[2022-03-03 12:53:03 main:574] : INFO : Epoch 1879 | loss: 0.0311425 | val_loss: 0.0311916 | Time: 7671.4 ms
[2022-03-03 12:53:10 main:574] : INFO : Epoch 1880 | loss: 0.0311433 | val_loss: 0.0311909 | Time: 7827.31 ms
[2022-03-03 12:53:18 main:574] : INFO : Epoch 1881 | loss: 0.0311443 | val_loss: 0.0311851 | Time: 7733.86 ms
[2022-03-03 12:53:26 main:574] : INFO : Epoch 1882 | loss: 0.0311388 | val_loss: 0.0311914 | Time: 7657.61 ms
[2022-03-03 12:53:34 main:574] : INFO : Epoch 1883 | loss: 0.0311382 | val_loss: 0.0311899 | Time: 7671.26 ms
[2022-03-03 12:53:41 main:574] : INFO : Epoch 1884 | loss: 0.0311353 | val_loss: 0.0311919 | Time: 7656.56 ms
[2022-03-03 12:53:49 main:574] : INFO : Epoch 1885 | loss: 0.031134 | val_loss: 0.0311922 | Time: 7739.2 ms
[2022-03-03 12:53:56 main:574] : INFO : Epoch 1886 | loss: 0.031133 | val_loss: 0.031197 | Time: 7471.12 ms
[2022-03-03 12:54:04 main:574] : INFO : Epoch 1887 | loss: 0.0311323 | val_loss: 0.0311965 | Time: 7662.85 ms
[2022-03-03 12:54:12 main:574] : INFO : Epoch 1888 | loss: 0.0311408 | val_loss: 0.03119 | Time: 7565.82 ms
[2022-03-03 12:54:19 main:574] : INFO : Epoch 1889 | loss: 0.0311377 | val_loss: 0.0311929 | Time: 7526.38 ms
[2022-03-03 12:54:27 main:574] : INFO : Epoch 1890 | loss: 0.0311319 | val_loss: 0.0311884 | Time: 7792.67 ms
[2022-03-03 12:54:35 main:574] : INFO : Epoch 1891 | loss: 0.0311288 | val_loss: 0.0311956 | Time: 7724.52 ms
[2022-03-03 12:54:42 main:574] : INFO : Epoch 1892 | loss: 0.0311283 | val_loss: 0.0311953 | Time: 7731.02 ms
[2022-03-03 12:54:50 main:574] : INFO : Epoch 1893 | loss: 0.0311278 | val_loss: 0.0312022 | Time: 7812.76 ms
[2022-03-03 12:54:58 main:574] : INFO : Epoch 1894 | loss: 0.0311291 | val_loss: 0.0311969 | Time: 7794.58 ms
[2022-03-03 12:55:06 main:574] : INFO : Epoch 1895 | loss: 0.0311368 | val_loss: 0.0311929 | Time: 7615.22 ms
[2022-03-03 12:55:13 main:574] : INFO : Epoch 1896 | loss: 0.0311374 | val_loss: 0.0312026 | Time: 7752.89 ms
[2022-03-03 12:55:21 main:574] : INFO : Epoch 1897 | loss: 0.0311565 | val_loss: 0.0311814 | Time: 7661.39 ms
[2022-03-03 12:55:29 main:574] : INFO : Epoch 1898 | loss: 0.0311582 | val_loss: 0.0311793 | Time: 7721.65 ms
[2022-03-03 12:55:37 main:574] : INFO : Epoch 1899 | loss: 0.0311541 | val_loss: 0.0311803 | Time: 7874.38 ms
[2022-03-03 12:55:45 main:574] : INFO : Epoch 1900 | loss: 0.0311494 | val_loss: 0.0311786 | Time: 7950.23 ms
[2022-03-03 12:55:53 main:574] : INFO : Epoch 1901 | loss: 0.0311446 | val_loss: 0.0311839 | Time: 7862.71 ms
[2022-03-03 12:56:00 main:574] : INFO : Epoch 1902 | loss: 0.0311408 | val_loss: 0.0311875 | Time: 7855.74 ms
[2022-03-03 12:56:08 main:574] : INFO : Epoch 1903 | loss: 0.0311396 | val_loss: 0.0311833 | Time: 7513.58 ms
[2022-03-03 12:56:16 main:574] : INFO : Epoch 1904 | loss: 0.031136 | val_loss: 0.0311895 | Time: 7952.09 ms
[2022-03-03 12:56:23 main:574] : INFO : Epoch 1905 | loss: 0.0311349 | val_loss: 0.0311892 | Time: 7506.6 ms
[2022-03-03 12:56:31 main:574] : INFO : Epoch 1906 | loss: 0.0311373 | val_loss: 0.0311874 | Time: 7941.55 ms
[2022-03-03 12:56:39 main:574] : INFO : Epoch 1907 | loss: 0.0311353 | val_loss: 0.0311935 | Time: 7832.97 ms
[2022-03-03 12:56:47 main:574] : INFO : Epoch 1908 | loss: 0.0311326 | val_loss: 0.0311957 | Time: 7659.22 ms
[2022-03-03 12:56:55 main:574] : INFO : Epoch 1909 | loss: 0.0311335 | val_loss: 0.0311857 | Time: 7828.24 ms
[2022-03-03 12:57:02 main:574] : INFO : Epoch 1910 | loss: 0.0311331 | val_loss: 0.0311944 | Time: 7781.08 ms
[2022-03-03 12:57:10 main:574] : INFO : Epoch 1911 | loss: 0.0311354 | val_loss: 0.0312004 | Time: 7797.84 ms
[2022-03-03 12:57:18 main:574] : INFO : Epoch 1912 | loss: 0.0311405 | val_loss: 0.0311878 | Time: 7896.1 ms
[2022-03-03 12:57:26 main:574] : INFO : Epoch 1913 | loss: 0.031132 | val_loss: 0.031184 | Time: 7828.78 ms
[2022-03-03 12:57:34 main:574] : INFO : Epoch 1914 | loss: 0.0311279 | val_loss: 0.031191 | Time: 7774.36 ms
[2022-03-03 12:57:42 main:574] : INFO : Epoch 1915 | loss: 0.0311264 | val_loss: 0.0311944 | Time: 7823.83 ms
[2022-03-03 12:57:49 main:574] : INFO : Epoch 1916 | loss: 0.0311271 | val_loss: 0.0311938 | Time: 7758.74 ms
[2022-03-03 12:57:57 main:574] : INFO : Epoch 1917 | loss: 0.0311252 | val_loss: 0.0311882 | Time: 7776.67 ms
[2022-03-03 12:58:05 main:574] : INFO : Epoch 1918 | loss: 0.031127 | val_loss: 0.0311869 | Time: 7934.34 ms
[2022-03-03 12:58:13 main:574] : INFO : Epoch 1919 | loss: 0.0311298 | val_loss: 0.0311863 | Time: 7913.38 ms
[2022-03-03 12:58:21 main:574] : INFO : Epoch 1920 | loss: 0.0311284 | val_loss: 0.0311921 | Time: 7647 ms
[2022-03-03 12:58:28 main:574] : INFO : Epoch 1921 | loss: 0.0311338 | val_loss: 0.0311955 | Time: 7638.61 ms
[2022-03-03 12:58:36 main:574] : INFO : Epoch 1922 | loss: 0.0311316 | val_loss: 0.0311875 | Time: 7806.34 ms
[2022-03-03 12:58:44 main:574] : INFO : Epoch 1923 | loss: 0.0311281 | val_loss: 0.0311965 | Time: 7635.34 ms
[2022-03-03 12:58:52 main:574] : INFO : Epoch 1924 | loss: 0.0311341 | val_loss: 0.0311938 | Time: 7867.97 ms
[2022-03-03 12:59:00 main:574] : INFO : Epoch 1925 | loss: 0.0311288 | val_loss: 0.0311958 | Time: 7897.37 ms
[2022-03-03 12:59:07 main:574] : INFO : Epoch 1926 | loss: 0.0311312 | val_loss: 0.0311891 | Time: 7809.06 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 SUPER)
[2022-03-05 12:53:41 main:435] : INFO : Set logging level to 1
[2022-03-05 12:53:41 main:441] : INFO : Running in BOINC Client mode
[2022-03-05 12:53:41 main:444] : INFO : Resolving all filenames
[2022-03-05 12:53:41 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-05 12:53:41 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-05 12:53:41 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-05 12:53:41 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2022-03-05 12:53:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-05 12:53:41 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-05 12:53:42 main:474] : INFO : Configuration:
[2022-03-05 12:53:42 main:475] : INFO : Model type: GRU
[2022-03-05 12:53:42 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-05 12:53:42 main:477] : INFO : Max Epochs: 2048
[2022-03-05 12:53:42 main:478] : INFO : Batch Size: 128
[2022-03-05 12:53:42 main:479] : INFO : Learning Rate: 0.01
[2022-03-05 12:53:42 main:480] : INFO : Patience: 10
[2022-03-05 12:53:42 main:481] : INFO : Hidden Width: 12
[2022-03-05 12:53:42 main:482] : INFO : # Recurrent Layers: 4
[2022-03-05 12:53:42 main:483] : INFO : # Backend Layers: 4
[2022-03-05 12:53:42 main:484] : INFO : # Threads: 1
[2022-03-05 12:53:42 main:486] : INFO : Preparing Dataset
[2022-03-05 12:53:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-05 12:53:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-05 12:53:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-05 12:53:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-05 12:53:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-05 12:53:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-05 12:53:44 main:494] : INFO : Creating Model
[2022-03-05 12:53:44 main:507] : INFO : Preparing config file
[2022-03-05 12:53:44 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-05 12:53:44 main:512] : INFO : Loading config
[2022-03-05 12:53:44 main:514] : INFO : Loading state
[2022-03-05 12:53:46 main:559] : INFO : Loading DataLoader into Memory
[2022-03-05 12:53:46 main:562] : INFO : Starting Training
[2022-03-05 12:53:52 main:574] : INFO : Epoch 1921 | loss: 0.0312074 | val_loss: 0.0312004 | Time: 6525.57 ms
[2022-03-05 12:53:58 main:574] : INFO : Epoch 1922 | loss: 0.031152 | val_loss: 0.0311858 | Time: 5949.53 ms
[2022-03-05 12:54:04 main:574] : INFO : Epoch 1923 | loss: 0.0311391 | val_loss: 0.0311814 | Time: 5992.3 ms
[2022-03-05 12:54:10 main:574] : INFO : Epoch 1924 | loss: 0.0311313 | val_loss: 0.0311845 | Time: 5920.39 ms
[2022-03-05 12:54:16 main:574] : INFO : Epoch 1925 | loss: 0.0311276 | val_loss: 0.0311944 | Time: 6012.36 ms
[2022-03-05 12:54:22 main:574] : INFO : Epoch 1926 | loss: 0.0311245 | val_loss: 0.0311903 | Time: 5907.04 ms
[2022-03-05 12:54:28 main:574] : INFO : Epoch 1927 | loss: 0.0311251 | val_loss: 0.0311928 | Time: 6006.94 ms
[2022-03-05 12:54:34 main:574] : INFO : Epoch 1928 | loss: 0.0311296 | val_loss: 0.0311844 | Time: 5962.86 ms
[2022-03-05 12:54:40 main:574] : INFO : Epoch 1929 | loss: 0.0311285 | val_loss: 0.031187 | Time: 5981.07 ms
[2022-03-05 12:54:46 main:574] : INFO : Epoch 1930 | loss: 0.0311291 | val_loss: 0.0311886 | Time: 5989.91 ms
[2022-03-05 12:54:52 main:574] : INFO : Epoch 1931 | loss: 0.0311251 | val_loss: 0.0311921 | Time: 5894.66 ms
[2022-03-05 12:54:58 main:574] : INFO : Epoch 1932 | loss: 0.0311258 | val_loss: 0.0311893 | Time: 5949.36 ms
[2022-03-05 12:55:04 main:574] : INFO : Epoch 1933 | loss: 0.0311242 | val_loss: 0.0311987 | Time: 6026.67 ms
[2022-03-05 12:55:10 main:574] : INFO : Epoch 1934 | loss: 0.0311204 | val_loss: 0.0311916 | Time: 5991.19 ms
[2022-03-05 12:55:16 main:574] : INFO : Epoch 1935 | loss: 0.0311257 | val_loss: 0.0311866 | Time: 5969.94 ms
[2022-03-05 12:55:22 main:574] : INFO : Epoch 1936 | loss: 0.0311218 | val_loss: 0.0311908 | Time: 5963.83 ms
[2022-03-05 12:55:28 main:574] : INFO : Epoch 1937 | loss: 0.0311241 | val_loss: 0.0311945 | Time: 5990.4 ms
[2022-03-05 12:55:34 main:574] : INFO : Epoch 1938 | loss: 0.0311223 | val_loss: 0.0311927 | Time: 5853.78 ms
[2022-03-05 12:55:40 main:574] : INFO : Epoch 1939 | loss: 0.0311274 | val_loss: 0.0311951 | Time: 5905.55 ms
[2022-03-05 12:55:46 main:574] : INFO : Epoch 1940 | loss: 0.0311229 | val_loss: 0.0311957 | Time: 6059.93 ms
[2022-03-05 12:55:52 main:574] : INFO : Epoch 1941 | loss: 0.0311192 | val_loss: 0.0311973 | Time: 5839.62 ms
[2022-03-05 12:55:58 main:574] : INFO : Epoch 1942 | loss: 0.0311211 | val_loss: 0.0312071 | Time: 5951.08 ms
[2022-03-05 12:56:03 main:574] : INFO : Epoch 1943 | loss: 0.0311313 | val_loss: 0.0311935 | Time: 5827.09 ms
[2022-03-05 12:56:09 main:574] : INFO : Epoch 1944 | loss: 0.0311228 | val_loss: 0.0311964 | Time: 5890.87 ms
[2022-03-05 12:56:15 main:574] : INFO : Epoch 1945 | loss: 0.0311222 | val_loss: 0.0311941 | Time: 5909.48 ms
[2022-03-05 12:56:21 main:574] : INFO : Epoch 1946 | loss: 0.0311302 | val_loss: 0.031198 | Time: 5977.05 ms
[2022-03-05 12:56:27 main:574] : INFO : Epoch 1947 | loss: 0.0311718 | val_loss: 0.0312296 | Time: 6042 ms
[2022-03-05 12:56:33 main:574] : INFO : Epoch 1948 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 5879.59 ms
[2022-03-05 12:56:39 main:574] : INFO : Epoch 1949 | loss: 0.031228 | val_loss: 0.0312142 | Time: 5925.44 ms
[2022-03-05 12:56:45 main:574] : INFO : Epoch 1950 | loss: 0.031212 | val_loss: 0.0312039 | Time: 5986.11 ms
[2022-03-05 12:56:51 main:574] : INFO : Epoch 1951 | loss: 0.0312049 | val_loss: 0.0312043 | Time: 5998.3 ms
[2022-03-05 12:56:57 main:574] : INFO : Epoch 1952 | loss: 0.0311993 | val_loss: 0.0311956 | Time: 5878.35 ms
[2022-03-05 12:57:03 main:574] : INFO : Epoch 1953 | loss: 0.0311953 | val_loss: 0.0311942 | Time: 6018.37 ms
[2022-03-05 12:57:09 main:574] : INFO : Epoch 1954 | loss: 0.031194 | val_loss: 0.0312009 | Time: 5922.34 ms
[2022-03-05 12:57:15 main:574] : INFO : Epoch 1955 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 5943.25 ms
[2022-03-05 12:57:21 main:574] : INFO : Epoch 1956 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 5947.14 ms
[2022-03-05 12:57:27 main:574] : INFO : Epoch 1957 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 6084.3 ms
[2022-03-05 12:57:33 main:574] : INFO : Epoch 1958 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 5886.79 ms
[2022-03-05 12:57:39 main:574] : INFO : Epoch 1959 | loss: 0.0311864 | val_loss: 0.0311952 | Time: 5918.32 ms
[2022-03-05 12:57:45 main:574] : INFO : Epoch 1960 | loss: 0.0311865 | val_loss: 0.0311926 | Time: 5932 ms
[2022-03-05 12:57:50 main:574] : INFO : Epoch 1961 | loss: 0.0311846 | val_loss: 0.0311908 | Time: 5878.96 ms
[2022-03-05 12:57:56 main:574] : INFO : Epoch 1962 | loss: 0.0311875 | val_loss: 0.031188 | Time: 5924.66 ms
[2022-03-05 12:58:03 main:574] : INFO : Epoch 1963 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 6097.97 ms
[2022-03-05 12:58:08 main:574] : INFO : Epoch 1964 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 5872.22 ms
[2022-03-05 12:58:14 main:574] : INFO : Epoch 1965 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 5940.73 ms
[2022-03-05 12:58:20 main:574] : INFO : Epoch 1966 | loss: 0.031178 | val_loss: 0.031188 | Time: 5880.43 ms
[2022-03-05 12:58:26 main:574] : INFO : Epoch 1967 | loss: 0.0311788 | val_loss: 0.0311917 | Time: 5960.87 ms
[2022-03-05 12:58:32 main:574] : INFO : Epoch 1968 | loss: 0.0311797 | val_loss: 0.0311892 | Time: 5905.13 ms
[2022-03-05 12:58:38 main:574] : INFO : Epoch 1969 | loss: 0.031182 | val_loss: 0.03119 | Time: 5980.55 ms
[2022-03-05 12:58:44 main:574] : INFO : Epoch 1970 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 6015.21 ms
[2022-03-05 12:58:50 main:574] : INFO : Epoch 1971 | loss: 0.0311772 | val_loss: 0.0311856 | Time: 5989.33 ms
[2022-03-05 12:58:56 main:574] : INFO : Epoch 1972 | loss: 0.0311759 | val_loss: 0.0311922 | Time: 5963.42 ms
[2022-03-05 12:59:02 main:574] : INFO : Epoch 1973 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 5976.68 ms
[2022-03-05 12:59:08 main:574] : INFO : Epoch 1974 | loss: 0.0311741 | val_loss: 0.031186 | Time: 5942.56 ms
[2022-03-05 12:59:14 main:574] : INFO : Epoch 1975 | loss: 0.0311718 | val_loss: 0.031187 | Time: 5984.36 ms
[2022-03-05 12:59:20 main:574] : INFO : Epoch 1976 | loss: 0.0311724 | val_loss: 0.0311894 | Time: 6014.25 ms
[2022-03-05 12:59:26 main:574] : INFO : Epoch 1977 | loss: 0.0311734 | val_loss: 0.0311946 | Time: 6005.1 ms
[2022-03-05 12:59:32 main:574] : INFO : Epoch 1978 | loss: 0.0311726 | val_loss: 0.0311872 | Time: 5950.82 ms
[2022-03-05 12:59:38 main:574] : INFO : Epoch 1979 | loss: 0.0311695 | val_loss: 0.0311882 | Time: 5958.55 ms
[2022-03-05 12:59:44 main:574] : INFO : Epoch 1980 | loss: 0.0311733 | val_loss: 0.0311853 | Time: 5961.22 ms
[2022-03-05 12:59:50 main:574] : INFO : Epoch 1981 | loss: 0.0311698 | val_loss: 0.0311895 | Time: 5956.61 ms
[2022-03-05 12:59:56 main:574] : INFO : Epoch 1982 | loss: 0.0311691 | val_loss: 0.0311958 | Time: 5922.73 ms
[2022-03-05 13:00:02 main:574] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.0311921 | Time: 5868.48 ms
[2022-03-05 13:00:08 main:574] : INFO : Epoch 1984 | loss: 0.0311674 | val_loss: 0.0311974 | Time: 5960.48 ms
[2022-03-05 13:00:14 main:574] : INFO : Epoch 1985 | loss: 0.0311685 | val_loss: 0.0311887 | Time: 5967.31 ms
[2022-03-05 13:00:20 main:574] : INFO : Epoch 1986 | loss: 0.0311672 | val_loss: 0.0311879 | Time: 5965.89 ms
[2022-03-05 13:00:26 main:574] : INFO : Epoch 1987 | loss: 0.0311684 | val_loss: 0.0311922 | Time: 5917.01 ms
[2022-03-05 13:00:32 main:574] : INFO : Epoch 1988 | loss: 0.0311685 | val_loss: 0.0311943 | Time: 6011.41 ms
[2022-03-05 13:00:38 main:574] : INFO : Epoch 1989 | loss: 0.0311659 | val_loss: 0.0311956 | Time: 5991.76 ms
[2022-03-05 13:00:43 main:574] : INFO : Epoch 1990 | loss: 0.0311642 | val_loss: 0.0311915 | Time: 5870.98 ms
[2022-03-05 13:00:49 main:574] : INFO : Epoch 1991 | loss: 0.0311638 | val_loss: 0.0311889 | Time: 5815.86 ms
[2022-03-05 13:00:55 main:574] : INFO : Epoch 1992 | loss: 0.0311622 | val_loss: 0.0311952 | Time: 5965.69 ms
[2022-03-05 13:01:01 main:574] : INFO : Epoch 1993 | loss: 0.0311648 | val_loss: 0.0311936 | Time: 5874.17 ms
[2022-03-05 13:01:07 main:574] : INFO : Epoch 1994 | loss: 0.0311618 | val_loss: 0.031189 | Time: 5890.16 ms
[2022-03-05 13:01:13 main:574] : INFO : Epoch 1995 | loss: 0.0311642 | val_loss: 0.031199 | Time: 5961.67 ms
[2022-03-05 13:01:19 main:574] : INFO : Epoch 1996 | loss: 0.031165 | val_loss: 0.0311965 | Time: 5970.65 ms
[2022-03-05 13:01:25 main:574] : INFO : Epoch 1997 | loss: 0.0311627 | val_loss: 0.0311937 | Time: 5917.21 ms
[2022-03-05 13:01:31 main:574] : INFO : Epoch 1998 | loss: 0.0311615 | val_loss: 0.0311934 | Time: 6003.68 ms
[2022-03-05 13:01:37 main:574] : INFO : Epoch 1999 | loss: 0.0311612 | val_loss: 0.0311918 | Time: 6048.25 ms
[2022-03-05 13:01:43 main:574] : INFO : Epoch 2000 | loss: 0.0311621 | val_loss: 0.0311905 | Time: 5992.01 ms
[2022-03-05 13:01:49 main:574] : INFO : Epoch 2001 | loss: 0.0311628 | val_loss: 0.031196 | Time: 6001.43 ms
[2022-03-05 13:01:55 main:574] : INFO : Epoch 2002 | loss: 0.0311642 | val_loss: 0.0311919 | Time: 5952.41 ms
[2022-03-05 13:02:01 main:574] : INFO : Epoch 2003 | loss: 0.0311629 | val_loss: 0.0311975 | Time: 5923.76 ms
[2022-03-05 13:02:07 main:574] : INFO : Epoch 2004 | loss: 0.0311606 | val_loss: 0.0311916 | Time: 5985.28 ms
[2022-03-05 13:02:13 main:574] : INFO : Epoch 2005 | loss: 0.0311603 | val_loss: 0.0311917 | Time: 5835.61 ms
[2022-03-05 13:02:19 main:574] : INFO : Epoch 2006 | loss: 0.0311567 | val_loss: 0.0311917 | Time: 5984.35 ms
[2022-03-05 13:02:25 main:574] : INFO : Epoch 2007 | loss: 0.0311562 | val_loss: 0.0312001 | Time: 5947.65 ms
[2022-03-05 13:02:31 main:574] : INFO : Epoch 2008 | loss: 0.0311569 | val_loss: 0.0312002 | Time: 5901.9 ms
[2022-03-05 13:02:36 main:574] : INFO : Epoch 2009 | loss: 0.0311572 | val_loss: 0.0311969 | Time: 5940.14 ms
[2022-03-05 13:02:42 main:574] : INFO : Epoch 2010 | loss: 0.0311544 | val_loss: 0.0311996 | Time: 5994.92 ms
[2022-03-05 13:02:48 main:574] : INFO : Epoch 2011 | loss: 0.0311541 | val_loss: 0.0312015 | Time: 5939.25 ms
[2022-03-05 13:02:54 main:574] : INFO : Epoch 2012 | loss: 0.0311559 | val_loss: 0.031205 | Time: 5969.77 ms
[2022-03-05 13:03:00 main:574] : INFO : Epoch 2013 | loss: 0.0311564 | val_loss: 0.0312021 | Time: 6018.88 ms
[2022-03-05 13:03:07 main:574] : INFO : Epoch 2014 | loss: 0.031153 | val_loss: 0.0312034 | Time: 6070.33 ms
[2022-03-05 13:03:12 main:574] : INFO : Epoch 2015 | loss: 0.0311543 | val_loss: 0.0312017 | Time: 5939.51 ms
[2022-03-05 13:03:18 main:574] : INFO : Epoch 2016 | loss: 0.0311538 | val_loss: 0.031201 | Time: 5972.37 ms
[2022-03-05 13:03:24 main:574] : INFO : Epoch 2017 | loss: 0.0311527 | val_loss: 0.0311986 | Time: 5912.26 ms
[2022-03-05 13:03:30 main:574] : INFO : Epoch 2018 | loss: 0.031154 | val_loss: 0.0311967 | Time: 6025.48 ms
[2022-03-05 13:03:36 main:574] : INFO : Epoch 2019 | loss: 0.0311543 | val_loss: 0.0312055 | Time: 5948.76 ms
[2022-03-05 13:03:42 main:574] : INFO : Epoch 2020 | loss: 0.0311525 | val_loss: 0.0312036 | Time: 5978.46 ms
[2022-03-05 13:03:48 main:574] : INFO : Epoch 2021 | loss: 0.0311521 | val_loss: 0.0312028 | Time: 5884.19 ms
[2022-03-05 13:03:54 main:574] : INFO : Epoch 2022 | loss: 0.0311519 | val_loss: 0.031214 | Time: 6021 ms
[2022-03-05 13:04:00 main:574] : INFO : Epoch 2023 | loss: 0.031151 | val_loss: 0.0312019 | Time: 5998.01 ms
[2022-03-05 13:04:06 main:574] : INFO : Epoch 2024 | loss: 0.0311522 | val_loss: 0.0312017 | Time: 5892.77 ms
[2022-03-05 13:04:12 main:574] : INFO : Epoch 2025 | loss: 0.0311507 | val_loss: 0.0311977 | Time: 5863.28 ms
[2022-03-05 13:04:18 main:574] : INFO : Epoch 2026 | loss: 0.0311547 | val_loss: 0.0312049 | Time: 5951.39 ms
[2022-03-05 13:04:24 main:574] : INFO : Epoch 2027 | loss: 0.0311537 | val_loss: 0.0311988 | Time: 5938.39 ms
[2022-03-05 13:04:30 main:574] : INFO : Epoch 2028 | loss: 0.0311535 | val_loss: 0.0311946 | Time: 5970.99 ms
[2022-03-05 13:04:36 main:574] : INFO : Epoch 2029 | loss: 0.0311516 | val_loss: 0.0312082 | Time: 5827.38 ms
[2022-03-05 13:04:42 main:574] : INFO : Epoch 2030 | loss: 0.0311517 | val_loss: 0.0312029 | Time: 5936.76 ms
[2022-03-05 13:04:48 main:574] : INFO : Epoch 2031 | loss: 0.031154 | val_loss: 0.0312015 | Time: 5976.94 ms
[2022-03-05 13:04:54 main:574] : INFO : Epoch 2032 | loss: 0.0311484 | val_loss: 0.0311999 | Time: 5898.71 ms
[2022-03-05 13:05:00 main:574] : INFO : Epoch 2033 | loss: 0.0311484 | val_loss: 0.0312032 | Time: 5984.29 ms
[2022-03-05 13:05:06 main:574] : INFO : Epoch 2034 | loss: 0.0311474 | val_loss: 0.0311975 | Time: 5997.44 ms
[2022-03-05 13:05:12 main:574] : INFO : Epoch 2035 | loss: 0.0311554 | val_loss: 0.031198 | Time: 5938.03 ms
[2022-03-05 13:05:17 main:574] : INFO : Epoch 2036 | loss: 0.0311513 | val_loss: 0.0312015 | Time: 5923.12 ms
[2022-03-05 13:05:23 main:574] : INFO : Epoch 2037 | loss: 0.0311479 | val_loss: 0.0312025 | Time: 5952.61 ms
[2022-03-05 13:05:29 main:574] : INFO : Epoch 2038 | loss: 0.0311455 | val_loss: 0.0312059 | Time: 5873.03 ms
[2022-03-05 13:05:35 main:574] : INFO : Epoch 2039 | loss: 0.0311444 | val_loss: 0.0312134 | Time: 5956.48 ms
[2022-03-05 13:05:41 main:574] : INFO : Epoch 2040 | loss: 0.0311462 | val_loss: 0.0312003 | Time: 5932.43 ms
[2022-03-05 13:05:47 main:574] : INFO : Epoch 2041 | loss: 0.0311523 | val_loss: 0.0312083 | Time: 5969.83 ms
[2022-03-05 13:05:53 main:574] : INFO : Epoch 2042 | loss: 0.0311537 | val_loss: 0.0312063 | Time: 5958.94 ms
[2022-03-05 13:05:59 main:574] : INFO : Epoch 2043 | loss: 0.0311465 | val_loss: 0.0312107 | Time: 6003.91 ms
[2022-03-05 13:06:05 main:574] : INFO : Epoch 2044 | loss: 0.0311434 | val_loss: 0.0312031 | Time: 5992.09 ms
[2022-03-05 13:06:11 main:574] : INFO : Epoch 2045 | loss: 0.031147 | val_loss: 0.0312011 | Time: 6007.85 ms
[2022-03-05 13:06:17 main:574] : INFO : Epoch 2046 | loss: 0.0311487 | val_loss: 0.0312019 | Time: 6001.53 ms
[2022-03-05 13:06:23 main:574] : INFO : Epoch 2047 | loss: 0.0311494 | val_loss: 0.0312086 | Time: 6012.79 ms
[2022-03-05 13:06:29 main:574] : INFO : Epoch 2048 | loss: 0.0311482 | val_loss: 0.0311997 | Time: 5995.47 ms
[2022-03-05 13:06:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311997
[2022-03-05 13:06:29 main:603] : INFO : Saving end state to config to file
[2022-03-05 13:06:29 main:608] : INFO : Success, exiting..
13:06:29 (17940): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)