Task 12969307
| Name | ParityModified-1647047510-26765-0_0 |
| Workunit | 10101188 |
| Created | 12 Mar 2022, 1:11:51 UTC |
| Sent | 17 Mar 2022, 14:07:51 UTC |
| Report deadline | 25 Mar 2022, 14:07:51 UTC |
| Received | 17 Mar 2022, 18:19:36 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 8 min 56 sec |
| CPU time | 3 hours 7 min 42 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 464 | val_loss: 0.0311889 | Time: 5484.18 ms [2022-03-17 09:32:25 main:574] : INFO : Epoch 1539 | loss: 0.0311397 | val_loss: 0.0311783 | Time: 5454.81 ms [2022-03-17 09:32:31 main:574] : INFO : Epoch 1540 | loss: 0.0311384 | val_loss: 0.0311781 | Time: 5852.68 ms [2022-03-17 09:32:37 main:574] : INFO : Epoch 1541 | loss: 0.0311391 | val_loss: 0.0311793 | Time: 5911.36 ms [2022-03-17 09:32:42 main:574] : INFO : Epoch 1542 | loss: 0.031136 | val_loss: 0.0311809 | Time: 5396.68 ms [2022-03-17 09:32:48 main:574] : INFO : Epoch 1543 | loss: 0.031138 | val_loss: 0.0311832 | Time: 5423.83 ms [2022-03-17 09:32:53 main:574] : INFO : Epoch 1544 | loss: 0.0311419 | val_loss: 0.0311843 | Time: 5418.8 ms [2022-03-17 09:32:59 main:574] : INFO : Epoch 1545 | loss: 0.0311417 | val_loss: 0.0311836 | Time: 5448.9 ms [2022-03-17 09:33:04 main:574] : INFO : Epoch 1546 | loss: 0.0311383 | val_loss: 0.0311802 | Time: 5474.08 ms [2022-03-17 09:33:10 main:574] : INFO : Epoch 1547 | loss: 0.0311348 | val_loss: 0.0311849 | Time: 5450.74 ms [2022-03-17 09:33:15 main:574] : INFO : Epoch 1548 | loss: 0.031133 | val_loss: 0.0311816 | Time: 5405.3 ms [2022-03-17 09:33:20 main:574] : INFO : Epoch 1549 | loss: 0.0311335 | val_loss: 0.031183 | Time: 5384.15 ms [2022-03-17 09:33:26 main:574] : INFO : Epoch 1550 | loss: 0.0311351 | val_loss: 0.0311796 | Time: 5523.46 ms [2022-03-17 09:33:31 main:574] : INFO : Epoch 1551 | loss: 0.0311343 | val_loss: 0.0311866 | Time: 5399.08 ms [2022-03-17 09:33:37 main:574] : INFO : Epoch 1552 | loss: 0.0311335 | val_loss: 0.0311803 | Time: 5388.4 ms [2022-03-17 09:33:42 main:574] : INFO : Epoch 1553 | loss: 0.0311331 | val_loss: 0.0311827 | Time: 5460.59 ms [2022-03-17 09:33:48 main:574] : INFO : Epoch 1554 | loss: 0.0311324 | val_loss: 0.0311905 | Time: 5496.51 ms [2022-03-17 09:33:53 main:574] : INFO : Epoch 1555 | loss: 0.0311376 | val_loss: 0.0311879 | Time: 5467.75 ms [2022-03-17 09:33:59 main:574] : INFO : Epoch 1556 | loss: 0.0311345 | val_loss: 0.0311851 | Time: 5426.96 ms [2022-03-17 09:34:04 main:574] : INFO : Epoch 1557 | loss: 0.031132 | val_loss: 0.0311881 | Time: 5415.04 ms [2022-03-17 09:34:09 main:574] : INFO : Epoch 1558 | loss: 0.0311379 | val_loss: 0.0311859 | Time: 5392.78 ms [2022-03-17 09:34:15 main:574] : INFO : Epoch 1559 | loss: 0.0311408 | val_loss: 0.0311894 | Time: 5398.63 ms [2022-03-17 09:34:20 main:574] : INFO : Epoch 1560 | loss: 0.0311389 | val_loss: 0.0311932 | Time: 5440.94 ms [2022-03-17 09:34:26 main:574] : INFO : Epoch 1561 | loss: 0.0311375 | val_loss: 0.031188 | Time: 5392.72 ms [2022-03-17 09:34:31 main:574] : INFO : Epoch 1562 | loss: 0.0311338 | val_loss: 0.0311921 | Time: 5558.59 ms [2022-03-17 09:34:37 main:574] : INFO : Epoch 1563 | loss: 0.0311329 | val_loss: 0.0311847 | Time: 6235.05 ms [2022-03-17 09:34:43 main:574] : INFO : Epoch 1564 | loss: 0.0311305 | val_loss: 0.0311951 | Time: 5442.93 ms [2022-03-17 09:34:48 main:574] : INFO : Epoch 1565 | loss: 0.0311351 | val_loss: 0.0311806 | Time: 5412.24 ms [2022-03-17 09:34:54 main:574] : INFO : Epoch 1566 | loss: 0.0311343 | val_loss: 0.0311861 | Time: 5446.77 ms [2022-03-17 09:34:59 main:574] : INFO : Epoch 1567 | loss: 0.031132 | val_loss: 0.0311766 | Time: 5450.46 ms [2022-03-17 09:35:05 main:574] : INFO : Epoch 1568 | loss: 0.0311334 | val_loss: 0.0311806 | Time: 5449.09 ms [2022-03-17 09:35:10 main:574] : INFO : Epoch 1569 | loss: 0.031133 | val_loss: 0.0311875 | Time: 5484.5 ms [2022-03-17 09:35:16 main:574] : INFO : Epoch 1570 | loss: 0.0311307 | val_loss: 0.0311944 | Time: 5933.9 ms [2022-03-17 09:35:22 main:574] : INFO : Epoch 1571 | loss: 0.0311302 | val_loss: 0.0311842 | Time: 5656.23 ms [2022-03-17 09:35:28 main:574] : INFO : Epoch 1572 | loss: 0.0311282 | val_loss: 0.0311991 | Time: 6241.51 ms [2022-03-17 09:35:34 main:574] : INFO : Epoch 1573 | loss: 0.0311312 | val_loss: 0.0311857 | Time: 6026.71 ms [2022-03-17 09:35:39 main:574] : INFO : Epoch 1574 | loss: 0.0311309 | val_loss: 0.0311908 | Time: 5436.71 ms [2022-03-17 09:35:45 main:574] : INFO : Epoch 1575 | loss: 0.0311389 | val_loss: 0.0311723 | Time: 5371.72 ms [2022-03-17 09:35:50 main:574] : INFO : Epoch 1576 | loss: 0.0311557 | val_loss: 0.0311878 | Time: 5454.35 ms [2022-03-17 09:35:56 main:574] : INFO : Epoch 1577 | loss: 0.0311458 | val_loss: 0.0311749 | Time: 5444.27 ms [2022-03-17 09:36:01 main:574] : INFO : Epoch 1578 | loss: 0.0311408 | val_loss: 0.0311742 | Time: 5402.12 ms [2022-03-17 09:36:07 main:574] : INFO : Epoch 1579 | loss: 0.0311372 | val_loss: 0.0311801 | Time: 5394.06 ms [2022-03-17 09:36:12 main:574] : INFO : Epoch 1580 | loss: 0.0311326 | val_loss: 0.0311749 | Time: 5474.99 ms [2022-03-17 09:36:18 main:574] : INFO : Epoch 1581 | loss: 0.0311334 | val_loss: 0.03118 | Time: 5436.44 ms [2022-03-17 09:36:23 main:574] : INFO : Epoch 1582 | loss: 0.0311309 | val_loss: 0.0311781 | Time: 5407.5 ms [2022-03-17 09:36:28 main:574] : INFO : Epoch 1583 | loss: 0.0311284 | val_loss: 0.0311917 | Time: 5561.29 ms [2022-03-17 09:36:34 main:574] : INFO : Epoch 1584 | loss: 0.0311281 | val_loss: 0.0311786 | Time: 5762.21 ms [2022-03-17 09:36:40 main:574] : INFO : Epoch 1585 | loss: 0.031127 | val_loss: 0.0311842 | Time: 5647.56 ms [2022-03-17 09:36:45 main:574] : INFO : Epoch 1586 | loss: 0.031125 | val_loss: 0.0311884 | Time: 5402.98 ms [2022-03-17 09:36:51 main:574] : INFO : Epoch 1587 | loss: 0.0311255 | val_loss: 0.0311827 | Time: 5371.61 ms [2022-03-17 09:36:56 main:574] : INFO : Epoch 1588 | loss: 0.0311262 | val_loss: 0.0311986 | Time: 5391.6 ms [2022-03-17 09:37:02 main:574] : INFO : Epoch 1589 | loss: 0.0311266 | val_loss: 0.0311817 | Time: 5430.76 ms [2022-03-17 09:37:07 main:574] : INFO : Epoch 1590 | loss: 0.0311255 | val_loss: 0.0311864 | Time: 5392.36 ms [2022-03-17 09:37:12 main:574] : INFO : Epoch 1591 | loss: 0.031127 | val_loss: 0.0311877 | Time: 5449.34 ms [2022-03-17 09:37:18 main:574] : INFO : Epoch 1592 | loss: 0.0311224 | val_loss: 0.0311873 | Time: 5454.44 ms [2022-03-17 09:37:23 main:574] : INFO : Epoch 1593 | loss: 0.0311291 | val_loss: 0.031182 | Time: 5529.16 ms [2022-03-17 09:37:29 main:574] : INFO : Epoch 1594 | loss: 0.0311314 | val_loss: 0.0311808 | Time: 5468.81 ms [2022-03-17 09:37:34 main:574] : INFO : Epoch 1595 | loss: 0.0311268 | val_loss: 0.0311858 | Time: 5381.51 ms [2022-03-17 09:37:40 main:574] : INFO : Epoch 1596 | loss: 0.0311235 | val_loss: 0.0311878 | Time: 5375.73 ms [2022-03-17 09:37:45 main:574] : INFO : Epoch 1597 | loss: 0.0311259 | val_loss: 0.0311924 | Time: 5830.19 ms [2022-03-17 09:37:51 main:574] : INFO : Epoch 1598 | loss: 0.0311248 | val_loss: 0.0311803 | Time: 5559.82 ms [2022-03-17 09:37:56 main:574] : INFO : Epoch 1599 | loss: 0.0311219 | val_loss: 0.031195 | Time: 5421.55 ms [2022-03-17 09:38:02 main:574] : INFO : Epoch 1600 | loss: 0.0311222 | val_loss: 0.031198 | Time: 5652.62 ms [2022-03-17 09:38:08 main:574] : INFO : Epoch 1601 | loss: 0.0311356 | val_loss: 0.0311761 | Time: 5437.96 ms [2022-03-17 09:38:13 main:574] : INFO : Epoch 1602 | loss: 0.0311351 | val_loss: 0.0311828 | Time: 5393.42 ms [2022-03-17 09:38:18 main:574] : INFO : Epoch 1603 | loss: 0.0311253 | val_loss: 0.031187 | Time: 5509.52 ms [2022-03-17 09:38:24 main:574] : INFO : Epoch 1604 | loss: 0.0311226 | val_loss: 0.0311858 | Time: 6027.27 ms [2022-03-17 09:38:31 main:574] : INFO : Epoch 1605 | loss: 0.0311226 | val_loss: 0.0311906 | Time: 6182.91 ms [2022-03-17 09:38:36 main:574] : INFO : Epoch 1606 | loss: 0.0311204 | val_loss: 0.031193 | Time: 5801.81 ms [2022-03-17 09:38:42 main:574] : INFO : Epoch 1607 | loss: 0.0311201 | val_loss: 0.0311863 | Time: 5376.1 ms [2022-03-17 09:38:47 main:574] : INFO : Epoch 1608 | loss: 0.0311205 | val_loss: 0.0311832 | Time: 5451.48 ms [2022-03-17 09:38:53 main:574] : INFO : Epoch 1609 | loss: 0.0311216 | val_loss: 0.031186 | Time: 5452.43 ms [2022-03-17 09:38:58 main:574] : INFO : Epoch 1610 | loss: 0.0311197 | val_loss: 0.0311961 | Time: 5464.64 ms [2022-03-17 09:39:04 main:574] : INFO : Epoch 1611 | loss: 0.0311231 | val_loss: 0.0311927 | Time: 5468.36 ms [2022-03-17 09:39:09 main:574] : INFO : Epoch 1612 | loss: 0.0311189 | val_loss: 0.0311915 | Time: 5407.43 ms [2022-03-17 09:39:15 main:574] : INFO : Epoch 1613 | loss: 0.0311183 | val_loss: 0.0311942 | Time: 5429.96 ms [2022-03-17 09:39:20 main:574] : INFO : Epoch 1614 | loss: 0.0311187 | val_loss: 0.0312003 | Time: 5423.71 ms [2022-03-17 09:39:25 main:574] : INFO : Epoch 1615 | loss: 0.0311162 | val_loss: 0.0311995 | Time: 5395.79 ms [2022-03-17 09:39:31 main:574] : INFO : Epoch 1616 | loss: 0.0311156 | val_loss: 0.031189 | Time: 5483.6 ms [2022-03-17 09:39:36 main:574] : INFO : Epoch 1617 | loss: 0.0311179 | val_loss: 0.0311904 | Time: 5412.23 ms [2022-03-17 09:39:42 main:574] : INFO : Epoch 1618 | loss: 0.031125 | val_loss: 0.0311927 | Time: 5456.18 ms [2022-03-17 09:39:47 main:574] : INFO : Epoch 1619 | loss: 0.0311227 | val_loss: 0.0312011 | Time: 5450.21 ms [2022-03-17 09:39:53 main:574] : INFO : Epoch 1620 | loss: 0.0311217 | val_loss: 0.0311872 | Time: 5356.5 ms [2022-03-17 09:39:58 main:574] : INFO : Epoch 1621 | loss: 0.0311195 | val_loss: 0.0311904 | Time: 5404.49 ms [2022-03-17 09:40:03 main:574] : INFO : Epoch 1622 | loss: 0.0311211 | val_loss: 0.0311988 | Time: 5419.5 ms [2022-03-17 09:40:09 main:574] : INFO : Epoch 1623 | loss: 0.0311201 | val_loss: 0.0311812 | Time: 5492.07 ms [2022-03-17 09:40:14 main:574] : INFO : Epoch 1624 | loss: 0.0311214 | val_loss: 0.0311887 | Time: 5374.22 ms [2022-03-17 09:40:20 main:574] : INFO : Epoch 1625 | loss: 0.0311215 | val_loss: 0.0311894 | Time: 5529.93 ms [2022-03-17 09:40:26 main:574] : INFO : Epoch 1626 | loss: 0.0311221 | val_loss: 0.0311836 | Time: 6260.8 ms [2022-03-17 09:40:32 main:574] : INFO : Epoch 1627 | loss: 0.0311235 | val_loss: 0.0311887 | Time: 5616.71 ms [2022-03-17 09:40:38 main:574] : INFO : Epoch 1628 | loss: 0.0311234 | val_loss: 0.0312007 | Time: 5839.27 ms [2022-03-17 09:40:43 main:574] : INFO : Epoch 1629 | loss: 0.0311234 | val_loss: 0.0311891 | Time: 5536.26 ms [2022-03-17 09:40:49 main:574] : INFO : Epoch 1630 | loss: 0.0311165 | val_loss: 0.0311858 | Time: 5472.78 ms [2022-03-17 09:40:54 main:574] : INFO : Epoch 1631 | loss: 0.0311147 | val_loss: 0.0311978 | Time: 5403.75 ms [2022-03-17 09:40:59 main:574] : INFO : Epoch 1632 | loss: 0.0311145 | val_loss: 0.0311916 | Time: 5426.18 ms [2022-03-17 09:41:05 main:574] : INFO : Epoch 1633 | loss: 0.0311151 | val_loss: 0.0311859 | Time: 5471.29 ms [2022-03-17 09:41:10 main:574] : INFO : Epoch 1634 | loss: 0.0311161 | val_loss: 0.0311914 | Time: 5404.23 ms [2022-03-17 09:41:16 main:574] : INFO : Epoch 1635 | loss: 0.0311165 | val_loss: 0.031189 | Time: 5458.75 ms [2022-03-17 09:41:21 main:574] : INFO : Epoch 1636 | loss: 0.0311165 | val_loss: 0.0311865 | Time: 5568.01 ms [2022-03-17 09:41:27 main:574] : INFO : Epoch 1637 | loss: 0.0311162 | val_loss: 0.0311896 | Time: 5880.14 ms [2022-03-17 09:41:33 main:574] : INFO : Epoch 1638 | loss: 0.0311141 | val_loss: 0.0311967 | Time: 5705.21 ms [2022-03-17 09:41:38 main:574] : INFO : Epoch 1639 | loss: 0.0311145 | val_loss: 0.0311952 | Time: 5418.02 ms [2022-03-17 09:41:44 main:574] : INFO : Epoch 1640 | loss: 0.0311167 | val_loss: 0.0312003 | Time: 5446.98 ms [2022-03-17 09:41:49 main:574] : INFO : Epoch 1641 | loss: 0.0311178 | val_loss: 0.0311885 | Time: 5493.1 ms [2022-03-17 09:41:55 main:574] : INFO : Epoch 1642 | loss: 0.0311151 | val_loss: 0.0312044 | Time: 5474.89 ms [2022-03-17 09:42:00 main:574] : INFO : Epoch 1643 | loss: 0.0311135 | val_loss: 0.0311917 | Time: 5380.75 ms [2022-03-17 09:42:06 main:574] : INFO : Epoch 1644 | loss: 0.031115 | val_loss: 0.0311927 | Time: 5460.21 ms [2022-03-17 09:42:11 main:574] : INFO : Epoch 1645 | loss: 0.0311274 | val_loss: 0.0311818 | Time: 5376.05 ms [2022-03-17 09:42:17 main:574] : INFO : Epoch 1646 | loss: 0.0311205 | val_loss: 0.0311826 | Time: 5429.76 ms [2022-03-17 09:42:22 main:574] : INFO : Epoch 1647 | loss: 0.0311259 | val_loss: 0.0311911 | Time: 5479.79 ms [2022-03-17 09:42:28 main:574] : INFO : Epoch 1648 | loss: 0.0311304 | val_loss: 0.0311879 | Time: 6061.76 ms [2022-03-17 09:42:34 main:574] : INFO : Epoch 1649 | loss: 0.0311159 | val_loss: 0.0311936 | Time: 5812.91 ms [2022-03-17 09:42:39 main:574] : INFO : Epoch 1650 | loss: 0.0311154 | val_loss: 0.0311902 | Time: 5421.44 ms [2022-03-17 09:42:45 main:574] : INFO : Epoch 1651 | loss: 0.0311176 | val_loss: 0.0311879 | Time: 5493.33 ms [2022-03-17 09:42:50 main:574] : INFO : Epoch 1652 | loss: 0.0311133 | val_loss: 0.0311912 | Time: 5365.58 ms [2022-03-17 09:42:56 main:574] : INFO : Epoch 1653 | loss: 0.0311097 | val_loss: 0.0312037 | Time: 5393.95 ms [2022-03-17 09:43:01 main:574] : INFO : Epoch 1654 | loss: 0.0311147 | val_loss: 0.0311969 | Time: 5488.21 ms [2022-03-17 09:43:07 main:574] : INFO : Epoch 1655 | loss: 0.0311154 | val_loss: 0.0311918 | Time: 5480.81 ms [2022-03-17 09:43:12 main:574] : INFO : Epoch 1656 | loss: 0.0311136 | val_loss: 0.0311971 | Time: 5473.29 ms [2022-03-17 09:43:18 main:574] : INFO : Epoch 1657 | loss: 0.0311095 | val_loss: 0.0311862 | Time: 5647.99 ms [2022-03-17 09:43:23 main:574] : INFO : Epoch 1658 | loss: 0.0311118 | val_loss: 0.0311987 | Time: 5564.29 ms [2022-03-17 09:43:29 main:574] : INFO : Epoch 1659 | loss: 0.0311102 | val_loss: 0.0312019 | Time: 5678.71 ms [2022-03-17 09:43:34 main:574] : INFO : Epoch 1660 | loss: 0.0311117 | val_loss: 0.0311886 | Time: 5439.91 ms [2022-03-17 09:43:40 main:574] : INFO : Epoch 1661 | loss: 0.031111 | val_loss: 0.0311995 | Time: 5474.28 ms [2022-03-17 09:43:45 main:574] : INFO : Epoch 1662 | loss: 0.0311073 | val_loss: 0.0311892 | Time: 5431.53 ms [2022-03-17 09:43:51 main:574] : INFO : Epoch 1663 | loss: 0.0311086 | val_loss: 0.0311925 | Time: 5491.56 ms [2022-03-17 09:43:56 main:574] : INFO : Epoch 1664 | loss: 0.0311092 | val_loss: 0.0311933 | Time: 5390.99 ms [2022-03-17 09:44:02 main:574] : INFO : Epoch 1665 | loss: 0.0311074 | val_loss: 0.0312094 | Time: 5394.22 ms [2022-03-17 09:44:07 main:574] : INFO : Epoch 1666 | loss: 0.0311074 | val_loss: 0.0311956 | Time: 5432 ms [2022-03-17 09:44:13 main:574] : INFO : Epoch 1667 | loss: 0.031108 | val_loss: 0.0311942 | Time: 5731.04 ms [2022-03-17 09:44:19 main:574] : INFO : Epoch 1668 | loss: 0.0311088 | val_loss: 0.0311912 | Time: 6221.81 ms [2022-03-17 09:44:25 main:574] : INFO : Epoch 1669 | loss: 0.0311077 | val_loss: 0.0312032 | Time: 5660.15 ms [2022-03-17 09:44:30 main:574] : INFO : Epoch 1670 | loss: 0.0311061 | val_loss: 0.0312011 | Time: 5576.13 ms [2022-03-17 09:44:36 main:574] : INFO : Epoch 1671 | loss: 0.0311108 | val_loss: 0.0312047 | Time: 6118.16 ms [2022-03-17 09:44:42 main:574] : INFO : Epoch 1672 | loss: 0.0311109 | val_loss: 0.0311914 | Time: 5584.69 ms [2022-03-17 09:44:48 main:574] : INFO : Epoch 1673 | loss: 0.0311174 | val_loss: 0.031198 | Time: 5521.98 ms [2022-03-17 09:44:53 main:574] : INFO : Epoch 1674 | loss: 0.0311159 | val_loss: 0.0312021 | Time: 5463.75 ms [2022-03-17 09:44:58 main:574] : INFO : Epoch 1675 | loss: 0.0311168 | val_loss: 0.0311941 | Time: 5376.9 ms [2022-03-17 09:45:04 main:574] : INFO : Epoch 1676 | loss: 0.0311129 | val_loss: 0.0312001 | Time: 5425.99 ms [2022-03-17 09:45:09 main:574] : INFO : Epoch 1677 | loss: 0.0311103 | val_loss: 0.0311963 | Time: 5469.73 ms [2022-03-17 09:45:15 main:574] : INFO : Epoch 1678 | loss: 0.0311118 | val_loss: 0.0311925 | Time: 5446.24 ms [2022-03-17 09:45:20 main:574] : INFO : Epoch 1679 | loss: 0.0311138 | val_loss: 0.0312111 | Time: 5433.54 ms [2022-03-17 09:45:26 main:574] : INFO : Epoch 1680 | loss: 0.0311089 | val_loss: 0.0312026 | Time: 5414.64 ms [2022-03-17 09:45:31 main:574] : INFO : Epoch 1681 | loss: 0.0311176 | val_loss: 0.0311801 | Time: 5387.1 ms [2022-03-17 09:45:36 main:574] : INFO : Epoch 1682 | loss: 0.0311744 | val_loss: 0.0311742 | Time: 5508.71 ms [2022-03-17 09:45:42 main:574] : INFO : Epoch 1683 | loss: 0.0311677 | val_loss: 0.03117 | Time: 5498.67 ms [2022-03-17 09:45:48 main:574] : INFO : Epoch 1684 | loss: 0.031161 | val_loss: 0.0311656 | Time: 5521.35 ms [2022-03-17 09:45:53 main:574] : INFO : Epoch 1685 | loss: 0.0311595 | val_loss: 0.0311649 | Time: 5487.08 ms [2022-03-17 09:45:59 main:574] : INFO : Epoch 1686 | loss: 0.0311555 | val_loss: 0.0311654 | Time: 6022.01 ms [2022-03-17 09:46:04 main:574] : INFO : Epoch 1687 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 5434.1 ms [2022-03-17 09:46:10 main:574] : INFO : Epoch 1688 | loss: 0.0311516 | val_loss: 0.0311706 | Time: 5420.66 ms [2022-03-17 09:46:15 main:574] : INFO : Epoch 1689 | loss: 0.0311534 | val_loss: 0.0311632 | Time: 5464.84 ms [2022-03-17 09:46:21 main:574] : INFO : Epoch 1690 | loss: 0.0311482 | val_loss: 0.0311663 | Time: 5445.18 ms [2022-03-17 09:46:26 main:574] : INFO : Epoch 1691 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 5540.01 ms [2022-03-17 09:46:32 main:574] : INFO : Epoch 1692 | loss: 0.0311421 | val_loss: 0.0311684 | Time: 5442.63 ms [2022-03-17 09:46:37 main:574] : INFO : Epoch 1693 | loss: 0.0311435 | val_loss: 0.0311742 | Time: 5435.66 ms [2022-03-17 09:46:43 main:574] : INFO : Epoch 1694 | loss: 0.0311433 | val_loss: 0.0311744 | Time: 5466.62 ms [2022-03-17 09:46:48 main:574] : INFO : Epoch 1695 | loss: 0.0311402 | val_loss: 0.0311754 | Time: 5558.9 ms [2022-03-17 09:46:54 main:574] : INFO : Epoch 1696 | loss: 0.0311388 | val_loss: 0.031174 | Time: 5862.99 ms [2022-03-17 09:47:00 main:574] : INFO : Epoch 1697 | loss: 0.0311384 | val_loss: 0.0311728 | Time: 5669.25 ms [2022-03-17 09:47:05 main:574] : INFO : Epoch 1698 | loss: 0.031136 | val_loss: 0.0311835 | Time: 5508.45 ms [2022-03-17 09:47:11 main:574] : INFO : Epoch 1699 | loss: 0.0311377 | val_loss: 0.0311758 | Time: 5466.94 ms [2022-03-17 09:47:16 main:574] : INFO : Epoch 1700 | loss: 0.0311364 | val_loss: 0.0311718 | Time: 5501.95 ms [2022-03-17 09:47:22 main:574] : INFO : Epoch 1701 | loss: 0.0311358 | val_loss: 0.0311752 | Time: 5733.04 ms [2022-03-17 09:47:28 main:574] : INFO : Epoch 1702 | loss: 0.0311321 | val_loss: 0.0311829 | Time: 5712.35 ms [2022-03-17 09:47:34 main:574] : INFO : Epoch 1703 | loss: 0.0311348 | val_loss: 0.0311721 | Time: 5994.16 ms [2022-03-17 09:47:39 main:574] : INFO : Epoch 1704 | loss: 0.0311316 | val_loss: 0.0311744 | Time: 5425.98 ms [2022-03-17 09:47:45 main:574] : INFO : Epoch 1705 | loss: 0.0311335 | val_loss: 0.0311737 | Time: 5468.03 ms [2022-03-17 09:47:50 main:574] : INFO : Epoch 1706 | loss: 0.0311302 | val_loss: 0.0311768 | Time: 5405.33 ms [2022-03-17 09:47:56 main:574] : INFO : Epoch 1707 | loss: 0.031131 | val_loss: 0.0311751 | Time: 5491.41 ms [2022-03-17 09:48:01 main:574] : INFO : Epoch 1708 | loss: 0.031132 | val_loss: 0.0311712 | Time: 5434.33 ms [2022-03-17 09:48:06 main:574] : INFO : Epoch 1709 | loss: 0.0311406 | val_loss: 0.0311697 | Time: 5399.93 ms [2022-03-17 09:48:12 main:574] : INFO : Epoch 1710 | loss: 0.031137 | val_loss: 0.0311742 | Time: 5382.97 ms [2022-03-17 09:48:17 main:574] : INFO : Epoch 1711 | loss: 0.0311327 | val_loss: 0.0311733 | Time: 5381.23 ms [2022-03-17 09:48:23 main:574] : INFO : Epoch 1712 | loss: 0.0311301 | val_loss: 0.0311717 | Time: 5424.1 ms [2022-03-17 09:48:28 main:574] : INFO : Epoch 1713 | loss: 0.031132 | val_loss: 0.0311743 | Time: 5413.35 ms [2022-03-17 09:48:33 main:574] : INFO : Epoch 1714 | loss: 0.0311311 | val_loss: 0.0311768 | Time: 5399.47 ms [2022-03-17 09:48:39 main:574] : INFO : Epoch 1715 | loss: 0.0311301 | val_loss: 0.0311809 | Time: 5421.98 ms [2022-03-17 09:48:44 main:574] : INFO : Epoch 1716 | loss: 0.0311285 | val_loss: 0.0311725 | Time: 5420.02 ms [2022-03-17 09:48:50 main:574] : INFO : Epoch 1717 | loss: 0.0311282 | val_loss: 0.0311751 | Time: 5402.45 ms [2022-03-17 09:48:55 main:574] : INFO : Epoch 1718 | loss: 0.031127 | val_loss: 0.0311734 | Time: 5400.26 ms [2022-03-17 09:49:01 main:574] : INFO : Epoch 1719 | loss: 0.0311255 | val_loss: 0.0311779 | Time: 5399.4 ms [2022-03-17 09:49:06 main:574] : INFO : Epoch 1720 | loss: 0.0311282 | val_loss: 0.0311831 | Time: 5478.38 ms [2022-03-17 09:49:11 main:574] : INFO : Epoch 1721 | loss: 0.0311274 | val_loss: 0.0311755 | Time: 5426.75 ms [2022-03-17 09:49:17 main:574] : INFO : Epoch 1722 | loss: 0.0311267 | val_loss: 0.031179 | Time: 5482.44 ms [2022-03-17 09:49:22 main:574] : INFO : Epoch 1723 | loss: 0.0311269 | val_loss: 0.0311843 | Time: 5420.07 ms [2022-03-17 09:49:28 main:574] : INFO : Epoch 1724 | loss: 0.0311251 | val_loss: 0.0311758 | Time: 5411.37 ms [2022-03-17 09:49:34 main:574] : INFO : Epoch 1725 | loss: 0.0311249 | val_loss: 0.0311812 | Time: 5792.36 ms [2022-03-17 09:49:39 main:574] : INFO : Epoch 1726 | loss: 0.0311253 | val_loss: 0.0311768 | Time: 5638.1 ms [2022-03-17 09:49:45 main:574] : INFO : Epoch 1727 | loss: 0.0311231 | val_loss: 0.0311826 | Time: 5441.56 ms [2022-03-17 09:49:50 main:574] : INFO : Epoch 1728 | loss: 0.0311241 | val_loss: 0.0311797 | Time: 5384.01 ms [2022-03-17 09:49:56 main:574] : INFO : Epoch 1729 | loss: 0.0311263 | val_loss: 0.0311812 | Time: 5480.67 ms [2022-03-17 09:50:01 main:574] : INFO : Epoch 1730 | loss: 0.0311202 | val_loss: 0.0311816 | Time: 5485.04 ms [2022-03-17 09:50:07 main:574] : INFO : Epoch 1731 | loss: 0.031122 | val_loss: 0.0311859 | Time: 5430.7 ms [2022-03-17 09:50:12 main:574] : INFO : Epoch 1732 | loss: 0.0311222 | val_loss: 0.0311847 | Time: 5459.35 ms [2022-03-17 09:50:17 main:574] : INFO : Epoch 1733 | loss: 0.0311287 | val_loss: 0.0311819 | Time: 5476.63 ms [2022-03-17 09:50:23 main:574] : INFO : Epoch 1734 | loss: 0.0311266 | val_loss: 0.0311785 | Time: 5435.19 ms [2022-03-17 09:50:28 main:574] : INFO : Epoch 1735 | loss: 0.0311276 | val_loss: 0.0311766 | Time: 5500.91 ms [2022-03-17 09:50:34 main:574] : INFO : Epoch 1736 | loss: 0.0311294 | val_loss: 0.0311836 | Time: 5397.4 ms [2022-03-17 09:50:39 main:574] : INFO : Epoch 1737 | loss: 0.0311231 | val_loss: 0.0311761 | Time: 5525.32 ms [2022-03-17 09:50:45 main:574] : INFO : Epoch 1738 | loss: 0.0311228 | val_loss: 0.0311859 | Time: 5481.2 ms [2022-03-17 09:50:50 main:574] : INFO : Epoch 1739 | loss: 0.0311214 | val_loss: 0.0311865 | Time: 5472.8 ms [2022-03-17 09:50:56 main:574] : INFO : Epoch 1740 | loss: 0.0311193 | val_loss: 0.03118 | Time: 5508.78 ms [2022-03-17 09:51:02 main:574] : INFO : Epoch 1741 | loss: 0.0311192 | val_loss: 0.0311799 | Time: 5697.5 ms [2022-03-17 09:51:07 main:574] : INFO : Epoch 1742 | loss: 0.0311182 | val_loss: 0.0311821 | Time: 5681 ms [2022-03-17 09:51:13 main:574] : INFO : Epoch 1743 | loss: 0.0311198 | val_loss: 0.0311866 | Time: 5427.03 ms [2022-03-17 09:51:18 main:574] : INFO : Epoch 1744 | loss: 0.0311197 | val_loss: 0.0311831 | Time: 5368.38 ms [2022-03-17 09:51:24 main:574] : INFO : Epoch 1745 | loss: 0.0311214 | val_loss: 0.0311779 | Time: 5472.73 ms [2022-03-17 09:51:29 main:574] : INFO : Epoch 1746 | loss: 0.0311263 | val_loss: 0.0311844 | Time: 5352.73 ms [2022-03-17 09:51:34 main:574] : INFO : Epoch 1747 | loss: 0.0311255 | val_loss: 0.0311917 | Time: 5574.17 ms [2022-03-17 09:51:41 main:574] : INFO : Epoch 1748 | loss: 0.0311236 | val_loss: 0.031188 | Time: 6438.01 ms [2022-03-17 09:51:47 main:574] : INFO : Epoch 1749 | loss: 0.0311252 | val_loss: 0.0311775 | Time: 6283.13 ms [2022-03-17 09:51:53 main:574] : INFO : Epoch 1750 | loss: 0.031133 | val_loss: 0.0311808 | Time: 5436.66 ms [2022-03-17 09:51:58 main:574] : INFO : Epoch 1751 | loss: 0.0311306 | val_loss: 0.0311835 | Time: 5464.12 ms [2022-03-17 09:52:04 main:574] : INFO : Epoch 1752 | loss: 0.0311223 | val_loss: 0.0311841 | Time: 5463.04 ms [2022-03-17 09:52:09 main:574] : INFO : Epoch 1753 | loss: 0.0311211 | val_loss: 0.0311894 | Time: 5403.63 ms [2022-03-17 09:52:14 main:574] : INFO : Epoch 1754 | loss: 0.0311223 | val_loss: 0.0311784 | Time: 5449.26 ms [2022-03-17 09:52:20 main:574] : INFO : Epoch 1755 | loss: 0.0311211 | val_loss: 0.031186 | Time: 5454.77 ms [2022-03-17 09:52:25 main:574] : INFO : Epoch 1756 | loss: 0.0311233 | val_loss: 0.0311793 | Time: 5391.61 ms [2022-03-17 09:52:31 main:574] : INFO : Epoch 1757 | loss: 0.0311213 | val_loss: 0.031179 | Time: 5401.65 ms [2022-03-17 09:52:36 main:574] : INFO : Epoch 1758 | loss: 0.0311209 | val_loss: 0.0311834 | Time: 5480.37 ms [2022-03-17 09:52:42 main:574] : INFO : Epoch 1759 | loss: 0.0311184 | val_loss: 0.0311813 | Time: 5489.38 ms [2022-03-17 09:52:47 main:574] : INFO : Epoch 1760 | loss: 0.0311286 | val_loss: 0.0311768 | Time: 5430.74 ms [2022-03-17 09:52:53 main:574] : INFO : Epoch 1761 | loss: 0.0311261 | val_loss: 0.0311817 | Time: 5461.56 ms [2022-03-17 09:52:58 main:574] : INFO : Epoch 1762 | loss: 0.0311232 | val_loss: 0.0311794 | Time: 5454.92 ms [2022-03-17 09:53:04 main:574] : INFO : Epoch 1763 | loss: 0.0311187 | val_loss: 0.0311821 | Time: 6131.58 ms [2022-03-17 09:53:10 main:574] : INFO : Epoch 1764 | loss: 0.031119 | val_loss: 0.0311846 | Time: 5951.06 ms [2022-03-17 09:53:16 main:574] : INFO : Epoch 1765 | loss: 0.0311205 | val_loss: 0.0311815 | Time: 5476.07 ms [2022-03-17 09:53:21 main:574] : INFO : Epoch 1766 | loss: 0.0311224 | val_loss: 0.0311929 | Time: 5346.66 ms [2022-03-17 09:53:26 main:574] : INFO : Epoch 1767 | loss: 0.0311231 | val_loss: 0.0311817 | Time: 5429.27 ms [2022-03-17 09:53:32 main:574] : INFO : Epoch 1768 | loss: 0.0311174 | val_loss: 0.0311819 | Time: 5407.53 ms [2022-03-17 09:53:37 main:574] : INFO : Epoch 1769 | loss: 0.0311165 | val_loss: 0.0311884 | Time: 5398.19 ms [2022-03-17 09:53:43 main:574] : INFO : Epoch 1770 | loss: 0.0311146 | val_loss: 0.0311847 | Time: 5421.65 ms [2022-03-17 09:53:48 main:574] : INFO : Epoch 1771 | loss: 0.0311156 | val_loss: 0.0311896 | Time: 5504.92 ms [2022-03-17 09:53:54 main:574] : INFO : Epoch 1772 | loss: 0.0311203 | val_loss: 0.0311858 | Time: 5437.7 ms [2022-03-17 09:53:59 main:574] : INFO : Epoch 1773 | loss: 0.0311215 | val_loss: 0.031202 | Time: 5544.63 ms [2022-03-17 09:54:05 main:574] : INFO : Epoch 1774 | loss: 0.0311198 | val_loss: 0.0311801 | Time: 5958.45 ms [2022-03-17 09:54:11 main:574] : INFO : Epoch 1775 | loss: 0.0311164 | val_loss: 0.0311979 | Time: 5886.53 ms [2022-03-17 09:54:17 main:574] : INFO : Epoch 1776 | loss: 0.0311155 | val_loss: 0.0311869 | Time: 5648.37 ms [2022-03-17 09:54:22 main:574] : INFO : Epoch 1777 | loss: 0.0311165 | val_loss: 0.0311849 | Time: 5501.26 ms [2022-03-17 09:54:28 main:574] : INFO : Epoch 1778 | loss: 0.031116 | val_loss: 0.0311898 | Time: 5414.74 ms [2022-03-17 09:54:33 main:574] : INFO : Epoch 1779 | loss: 0.0311224 | val_loss: 0.0311847 | Time: 5445.18 ms [2022-03-17 09:54:39 main:574] : INFO : Epoch 1780 | loss: 0.031123 | val_loss: 0.0312028 | Time: 5460.92 ms [2022-03-17 09:54:44 main:574] : INFO : Epoch 1781 | loss: 0.0311183 | val_loss: 0.0311867 | Time: 5397.6 ms [2022-03-17 09:54:49 main:574] : INFO : Epoch 1782 | loss: 0.031116 | val_loss: 0.0311897 | Time: 5393.4 ms [2022-03-17 09:54:55 main:574] : INFO : Epoch 1783 | loss: 0.0311201 | val_loss: 0.0311878 | Time: 5394.96 ms [2022-03-17 09:55:00 main:574] : INFO : Epoch 1784 | loss: 0.0311267 | val_loss: 0.031185 | Time: 5454.74 ms [2022-03-17 09:55:06 main:574] : INFO : Epoch 1785 | loss: 0.0311238 | val_loss: 0.0311808 | Time: 5413.85 ms [2022-03-17 09:55:11 main:574] : INFO : Epoch 1786 | loss: 0.0311212 | val_loss: 0.0311796 | Time: 5464.08 ms [2022-03-17 09:55:17 main:574] : INFO : Epoch 1787 | loss: 0.0311172 | val_loss: 0.0311855 | Time: 5433.26 ms [2022-03-17 09:55:22 main:574] : INFO : Epoch 1788 | loss: 0.0311163 | val_loss: 0.0311821 | Time: 5420 ms [2022-03-17 09:55:27 main:574] : INFO : Epoch 1789 | loss: 0.031121 | val_loss: 0.0311888 | Time: 5431.66 ms [2022-03-17 09:55:33 main:574] : INFO : Epoch 1790 | loss: 0.031126 | val_loss: 0.0311885 | Time: 5446.37 ms [2022-03-17 09:55:38 main:574] : INFO : Epoch 1791 | loss: 0.0311244 | val_loss: 0.0311805 | Time: 5479.68 ms [2022-03-17 09:55:44 main:574] : INFO : Epoch 1792 | loss: 0.0311215 | val_loss: 0.0311867 | Time: 5456.55 ms [2022-03-17 09:55:49 main:574] : INFO : Epoch 1793 | loss: 0.0311188 | val_loss: 0.0311904 | Time: 5416.86 ms [2022-03-17 09:55:55 main:574] : INFO : Epoch 1794 | loss: 0.0311135 | val_loss: 0.0311912 | Time: 5483.8 ms [2022-03-17 09:56:00 main:574] : INFO : Epoch 1795 | loss: 0.0311142 | val_loss: 0.0311945 | Time: 5447.99 ms [2022-03-17 09:56:06 main:574] : INFO : Epoch 1796 | loss: 0.031111 | val_loss: 0.0311904 | Time: 5435.42 ms [2022-03-17 09:56:11 main:574] : INFO : Epoch 1797 | loss: 0.0311108 | val_loss: 0.0311944 | Time: 5422.85 ms [2022-03-17 09:56:16 main:574] : INFO : Epoch 1798 | loss: 0.0311103 | val_loss: 0.0311877 | Time: 5412.22 ms [2022-03-17 09:56:22 main:574] : INFO : Epoch 1799 | loss: 0.0311132 | val_loss: 0.0311956 | Time: 5697.29 ms [2022-03-17 09:56:28 main:574] : INFO : Epoch 1800 | loss: 0.0311095 | val_loss: 0.0311839 | Time: 6061.91 ms [2022-03-17 09:56:34 main:574] : INFO : Epoch 1801 | loss: 0.0311105 | val_loss: 0.0311934 | Time: 5625.44 ms [2022-03-17 09:56:40 main:574] : INFO : Epoch 1802 | loss: 0.0311103 | val_loss: 0.0311961 | Time: 5673.96 ms [2022-03-17 09:56:45 main:574] : INFO : Epoch 1803 | loss: 0.0311124 | val_loss: 0.0311846 | Time: 5628.99 ms [2022-03-17 09:56:51 main:574] : INFO : Epoch 1804 | loss: 0.0311115 | val_loss: 0.0311985 | Time: 5633.27 ms [2022-03-17 09:56:56 main:574] : INFO : Epoch 1805 | loss: 0.0311072 | val_loss: 0.0311869 | Time: 5391.51 ms [2022-03-17 09:57:02 main:574] : INFO : Epoch 1806 | loss: 0.0311092 | val_loss: 0.031189 | Time: 5478.64 ms [2022-03-17 09:57:07 main:574] : INFO : Epoch 1807 | loss: 0.0311104 | val_loss: 0.0311931 | Time: 5440.85 ms [2022-03-17 09:57:13 main:574] : INFO : Epoch 1808 | loss: 0.0311096 | val_loss: 0.0311851 | Time: 5467.73 ms [2022-03-17 09:57:18 main:574] : INFO : Epoch 1809 | loss: 0.0311131 | val_loss: 0.0311946 | Time: 5430.87 ms [2022-03-17 09:57:24 main:574] : INFO : Epoch 1810 | loss: 0.0311137 | val_loss: 0.0311861 | Time: 5864.27 ms [2022-03-17 09:57:30 main:574] : INFO : Epoch 1811 | loss: 0.0311139 | val_loss: 0.0311904 | Time: 5703.1 ms [2022-03-17 09:57:35 main:574] : INFO : Epoch 1812 | loss: 0.0311085 | val_loss: 0.0311883 | Time: 5447.2 ms [2022-03-17 09:57:40 main:574] : INFO : Epoch 1813 | loss: 0.0311124 | val_loss: 0.0312011 | Time: 5382.7 ms [2022-03-17 09:57:46 main:574] : INFO : Epoch 1814 | loss: 0.0311143 | val_loss: 0.0311914 | Time: 5402.65 ms [2022-03-17 09:57:51 main:574] : INFO : Epoch 1815 | loss: 0.0311143 | val_loss: 0.0311778 | Time: 5478.61 ms [2022-03-17 09:57:57 main:574] : INFO : Epoch 1816 | loss: 0.0311125 | val_loss: 0.0311944 | Time: 5389.19 ms [2022-03-17 09:58:02 main:574] : INFO : Epoch 1817 | loss: 0.0311123 | val_loss: 0.0311958 | Time: 5468.83 ms [2022-03-17 09:58:08 main:574] : INFO : Epoch 1818 | loss: 0.0311169 | val_loss: 0.0311788 | Time: 5423.89 ms [2022-03-17 09:58:13 main:574] : INFO : Epoch 1819 | loss: 0.0311166 | val_loss: 0.0311909 | Time: 5445.36 ms [2022-03-17 09:58:19 main:574] : INFO : Epoch 1820 | loss: 0.0311102 | val_loss: 0.0312029 | Time: 5433.48 ms [2022-03-17 09:58:24 main:574] : INFO : Epoch 1821 | loss: 0.0311105 | val_loss: 0.0311975 | Time: 5595.44 ms [2022-03-17 09:58:30 main:574] : INFO : Epoch 1822 | loss: 0.0311157 | val_loss: 0.0311925 | Time: 5942.84 ms [2022-03-17 09:58:36 main:574] : INFO : Epoch 1823 | loss: 0.0311088 | val_loss: 0.0311914 | Time: 5466.77 ms [2022-03-17 09:58:41 main:574] : INFO : Epoch 1824 | loss: 0.0311092 | val_loss: 0.0311889 | Time: 5812.59 ms [2022-03-17 09:58:47 main:574] : INFO : Epoch 1825 | loss: 0.0311117 | val_loss: 0.0312011 | Time: 5380.79 ms [2022-03-17 09:58:52 main:574] : INFO : Epoch 1826 | loss: 0.0311104 | val_loss: 0.0311854 | Time: 5454.13 ms [2022-03-17 09:58:58 main:574] : INFO : Epoch 1827 | loss: 0.0311066 | val_loss: 0.0311907 | Time: 5431.95 ms [2022-03-17 09:59:03 main:574] : INFO : Epoch 1828 | loss: 0.0311076 | val_loss: 0.0312007 | Time: 5422.37 ms [2022-03-17 09:59:09 main:574] : INFO : Epoch 1829 | loss: 0.031108 | val_loss: 0.0312017 | Time: 5443.06 ms [2022-03-17 09:59:14 main:574] : INFO : Epoch 1830 | loss: 0.0311073 | val_loss: 0.0311933 | Time: 5422.83 ms [2022-03-17 09:59:19 main:574] : INFO : Epoch 1831 | loss: 0.0311089 | val_loss: 0.0311971 | Time: 5426.38 ms [2022-03-17 09:59:25 main:574] : INFO : Epoch 1832 | loss: 0.0311084 | val_loss: 0.0311895 | Time: 5404.43 ms [2022-03-17 09:59:30 main:574] : INFO : Epoch 1833 | loss: 0.0311131 | val_loss: 0.0311853 | Time: 5493.59 ms [2022-03-17 09:59:36 main:574] : INFO : Epoch 1834 | loss: 0.0311109 | val_loss: 0.0311863 | Time: 5389.77 ms [2022-03-17 09:59:41 main:574] : INFO : Epoch 1835 | loss: 0.0311137 | val_loss: 0.0311965 | Time: 5470.74 ms [2022-03-17 09:59:47 main:574] : INFO : Epoch 1836 | loss: 0.0311081 | val_loss: 0.0311963 | Time: 5465.73 ms [2022-03-17 09:59:52 main:574] : INFO : Epoch 1837 | loss: 0.0311071 | val_loss: 0.0311938 | Time: 5372.7 ms [2022-03-17 09:59:58 main:574] : INFO : Epoch 1838 | loss: 0.031108 | val_loss: 0.0311912 | Time: 5609.95 ms [2022-03-17 10:00:03 main:574] : INFO : Epoch 1839 | loss: 0.0311133 | val_loss: 0.0311892 | Time: 5559.14 ms [2022-03-17 10:00:09 main:574] : INFO : Epoch 1840 | loss: 0.0311115 | val_loss: 0.0312013 | Time: 5430.95 ms [2022-03-17 10:00:14 main:574] : INFO : Epoch 1841 | loss: 0.0311055 | val_loss: 0.0311975 | Time: 5428.71 ms [2022-03-17 10:00:20 main:574] : INFO : Epoch 1842 | loss: 0.0311064 | val_loss: 0.0311908 | Time: 5462.89 ms [2022-03-17 10:00:25 main:574] : INFO : Epoch 1843 | loss: 0.0311078 | val_loss: 0.0312072 | Time: 5425.11 ms [2022-03-17 10:00:30 main:574] : INFO : Epoch 1844 | loss: 0.0311066 | val_loss: 0.0311919 | Time: 5412.59 ms [2022-03-17 10:00:36 main:574] : INFO : Epoch 1845 | loss: 0.0311089 | val_loss: 0.0311967 | Time: 5447.98 ms [2022-03-17 10:00:41 main:574] : INFO : Epoch 1846 | loss: 0.0311073 | val_loss: 0.0311945 | Time: 5347.94 ms [2022-03-17 10:00:47 main:574] : INFO : Epoch 1847 | loss: 0.0311096 | val_loss: 0.0311949 | Time: 5426.48 ms [2022-03-17 10:00:52 main:574] : INFO : Epoch 1848 | loss: 0.0311071 | val_loss: 0.0311872 | Time: 5419.51 ms [2022-03-17 10:00:57 main:574] : INFO : Epoch 1849 | loss: 0.0311067 | val_loss: 0.0312004 | Time: 5389.35 ms [2022-03-17 10:01:03 main:574] : INFO : Epoch 1850 | loss: 0.0311097 | val_loss: 0.0311982 | Time: 5469.91 ms [2022-03-17 10:01:08 main:574] : INFO : Epoch 1851 | loss: 0.0311085 | val_loss: 0.0311951 | Time: 5484.08 ms [2022-03-17 10:01:14 main:574] : INFO : Epoch 1852 | loss: 0.0311061 | val_loss: 0.0311837 | Time: 5777.65 ms [2022-03-17 10:01:20 main:574] : INFO : Epoch 1853 | loss: 0.0311089 | val_loss: 0.0311877 | Time: 5624.57 ms [2022-03-17 10:01:25 main:574] : INFO : Epoch 1854 | loss: 0.0311098 | val_loss: 0.0312033 | Time: 5526.13 ms [2022-03-17 10:01:31 main:574] : INFO : Epoch 1855 | loss: 0.031109 | val_loss: 0.0311925 | Time: 5440.68 ms [2022-03-17 10:01:36 main:574] : INFO : Epoch 1856 | loss: 0.0311072 | val_loss: 0.0311927 | Time: 5426.02 ms [2022-03-17 10:01:42 main:574] : INFO : Epoch 1857 | loss: 0.0311104 | val_loss: 0.0311955 | Time: 5443.54 ms [2022-03-17 10:01:47 main:574] : INFO : Epoch 1858 | loss: 0.0311068 | val_loss: 0.0311908 | Time: 5314.66 ms [2022-03-17 10:01:53 main:574] : INFO : Epoch 1859 | loss: 0.0311047 | val_loss: 0.0311992 | Time: 5859.04 ms [2022-03-17 10:01:59 main:574] : INFO : Epoch 1860 | loss: 0.031101 | val_loss: 0.0311848 | Time: 6162.08 ms [2022-03-17 10:02:05 main:574] : INFO : Epoch 1861 | loss: 0.0311023 | val_loss: 0.0311971 | Time: 5492.8 ms [2022-03-17 10:02:10 main:574] : INFO : Epoch 1862 | loss: 0.031101 | val_loss: 0.0312036 | Time: 5376.37 ms [2022-03-17 10:02:15 main:574] : INFO : Epoch 1863 | loss: 0.031106 | val_loss: 0.0312006 | Time: 5472.2 ms [2022-03-17 10:02:21 main:574] : INFO : Epoch 1864 | loss: 0.0311105 | val_loss: 0.03119 | Time: 5401.27 ms [2022-03-17 10:02:26 main:574] : INFO : Epoch 1865 | loss: 0.0311177 | val_loss: 0.0312019 | Time: 5379.95 ms [2022-03-17 10:02:32 main:574] : INFO : Epoch 1866 | loss: 0.0311258 | val_loss: 0.0311914 | Time: 5462.13 ms [2022-03-17 10:02:38 main:574] : INFO : Epoch 1867 | loss: 0.0311228 | val_loss: 0.031189 | Time: 5887.51 ms [2022-03-17 10:02:43 main:574] : INFO : Epoch 1868 | loss: 0.0311092 | val_loss: 0.0311967 | Time: 5625.9 ms [2022-03-17 10:02:49 main:574] : INFO : Epoch 1869 | loss: 0.0311219 | val_loss: 0.031186 | Time: 5744.63 ms [2022-03-17 10:02:55 main:574] : INFO : Epoch 1870 | loss: 0.0311185 | val_loss: 0.0311893 | Time: 5758.71 ms [2022-03-17 10:03:00 main:574] : INFO : Epoch 1871 | loss: 0.031114 | val_loss: 0.0311972 | Time: 5664.31 ms [2022-03-17 10:03:06 main:574] : INFO : Epoch 1872 | loss: 0.0311071 | val_loss: 0.0311831 | Time: 5337.25 ms [2022-03-17 10:03:11 main:574] : INFO : Epoch 1873 | loss: 0.031104 | val_loss: 0.0311969 | Time: 5440.89 ms [2022-03-17 10:03:17 main:574] : INFO : Epoch 1874 | loss: 0.0311007 | val_loss: 0.0312031 | Time: 5388.61 ms [2022-03-17 10:03:22 main:574] : INFO : Epoch 1875 | loss: 0.0311116 | val_loss: 0.0311803 | Time: 5368.36 ms [2022-03-17 10:03:27 main:574] : INFO : Epoch 1876 | loss: 0.031114 | val_loss: 0.0311935 | Time: 5465.17 ms [2022-03-17 10:03:33 main:574] : INFO : Epoch 1877 | loss: 0.0311114 | val_loss: 0.0311912 | Time: 5434.65 ms [2022-03-17 10:03:39 main:574] : INFO : Epoch 1878 | loss: 0.0311078 | val_loss: 0.031201 | Time: 6081.48 ms [2022-03-17 10:03:45 main:574] : INFO : Epoch 1879 | loss: 0.0311019 | val_loss: 0.0311943 | Time: 5652.83 ms [2022-03-17 10:03:50 main:574] : INFO : Epoch 1880 | loss: 0.0311011 | val_loss: 0.031198 | Time: 5444.8 ms [2022-03-17 10:03:55 main:574] : INFO : Epoch 1881 | loss: 0.0311274 | val_loss: 0.03119 | Time: 5405.82 ms [2022-03-17 10:04:01 main:574] : INFO : Epoch 1882 | loss: 0.0311193 | val_loss: 0.0311913 | Time: 5393.9 ms [2022-03-17 10:04:06 main:574] : INFO : Epoch 1883 | loss: 0.0311087 | val_loss: 0.0311881 | Time: 5519.58 ms [2022-03-17 10:04:12 main:574] : INFO : Epoch 1884 | loss: 0.0311066 | val_loss: 0.0312046 | Time: 5355.76 ms [2022-03-17 10:04:17 main:574] : INFO : Epoch 1885 | loss: 0.0311062 | val_loss: 0.0311936 | Time: 5413.63 ms [2022-03-17 10:04:23 main:574] : INFO : Epoch 1886 | loss: 0.0311076 | val_loss: 0.0311965 | Time: 5452.74 ms [2022-03-17 10:04:28 main:574] : INFO : Epoch 1887 | loss: 0.031107 | val_loss: 0.0312114 | Time: 5420.26 ms [2022-03-17 10:04:34 main:574] : INFO : Epoch 1888 | loss: 0.0311039 | val_loss: 0.0311914 | Time: 5471.67 ms [2022-03-17 10:04:40 main:574] : INFO : Epoch 1889 | loss: 0.0311023 | val_loss: 0.0312008 | Time: 5951.21 ms [2022-03-17 10:04:45 main:574] : INFO : Epoch 1890 | loss: 0.0311062 | val_loss: 0.031193 | Time: 5682.37 ms [2022-03-17 10:04:51 main:574] : INFO : Epoch 1891 | loss: 0.0311038 | val_loss: 0.0311947 | Time: 5646.14 ms [2022-03-17 10:04:56 main:574] : INFO : Epoch 1892 | loss: 0.0311039 | val_loss: 0.031197 | Time: 5413.49 ms [2022-03-17 10:05:02 main:574] : INFO : Epoch 1893 | loss: 0.0311045 | val_loss: 0.0312042 | Time: 5422.76 ms [2022-03-17 10:05:07 main:574] : INFO : Epoch 1894 | loss: 0.0311097 | val_loss: 0.0311968 | Time: 5426.96 ms [2022-03-17 10:05:13 main:574] : INFO : Epoch 1895 | loss: 0.0311066 | val_loss: 0.0311957 | Time: 5399.02 ms [2022-03-17 10:05:18 main:574] : INFO : Epoch 1896 | loss: 0.0311097 | val_loss: 0.0311917 | Time: 5462.26 ms [2022-03-17 10:05:23 main:574] : INFO : Epoch 1897 | loss: 0.0311062 | val_loss: 0.0311927 | Time: 5405.06 ms [2022-03-17 10:05:29 main:574] : INFO : Epoch 1898 | loss: 0.0311034 | val_loss: 0.0311906 | Time: 5524.07 ms [2022-03-17 10:05:34 main:574] : INFO : Epoch 1899 | loss: 0.031103 | val_loss: 0.0311896 | Time: 5465.06 ms [2022-03-17 10:05:40 main:574] : INFO : Epoch 1900 | loss: 0.031113 | val_loss: 0.0311922 | Time: 5626.74 ms [2022-03-17 10:05:46 main:574] : INFO : Epoch 1901 | loss: 0.0311088 | val_loss: 0.0311972 | Time: 5770.8 ms [2022-03-17 10:05:52 main:574] : INFO : Epoch 1902 | loss: 0.0311045 | val_loss: 0.0312132 | Time: 5707.81 ms [2022-03-17 10:05:57 main:574] : INFO : Epoch 1903 | loss: 0.0311045 | val_loss: 0.0312002 | Time: 5835.81 ms [2022-03-17 10:06:03 main:574] : INFO : Epoch 1904 | loss: 0.0311015 | val_loss: 0.0312006 | Time: 5612.3 ms [2022-03-17 10:06:09 main:574] : INFO : Epoch 1905 | loss: 0.0310955 | val_loss: 0.0311975 | Time: 5522.94 ms [2022-03-17 10:06:15 main:574] : INFO : Epoch 1906 | loss: 0.0311045 | val_loss: 0.0312006 | Time: 5953.85 ms [2022-03-17 10:06:21 main:574] : INFO : Epoch 1907 | loss: 0.0311043 | val_loss: 0.0311888 | Time: 6012.96 ms [2022-03-17 10:06:26 main:574] : INFO : Epoch 1908 | loss: 0.0311147 | val_loss: 0.0311827 | Time: 5479.58 ms [2022-03-17 10:06:31 main:574] : INFO : Epoch 1909 | loss: 0.0311204 | val_loss: 0.0312006 | Time: 5408.97 ms [2022-03-17 10:06:37 main:574] : INFO : Epoch 1910 | loss: 0.0311128 | val_loss: 0.031199 | Time: 5485.92 ms [2022-03-17 10:06:42 main:574] : INFO : Epoch 1911 | loss: 0.0311105 | val_loss: 0.0311948 | Time: 5568.22 ms [2022-03-17 10:06:48 main:574] : INFO : Epoch 1912 | loss: 0.0311097 | val_loss: 0.0311931 | Time: 5544.72 ms [2022-03-17 10:06:53 main:574] : INFO : Epoch 1913 | loss: 0.0311063 | val_loss: 0.0312008 | Time: 5406.93 ms [2022-03-17 10:06:59 main:574] : INFO : Epoch 1914 | loss: 0.0311095 | val_loss: 0.0311925 | Time: 5754.07 ms [2022-03-17 10:07:05 main:574] : INFO : Epoch 1915 | loss: 0.0311049 | val_loss: 0.0312017 | Time: 5690.73 ms [2022-03-17 10:07:10 main:574] : INFO : Epoch 1916 | loss: 0.0311 | val_loss: 0.0312034 | Time: 5388.59 ms [2022-03-17 10:07:16 main:574] : INFO : Epoch 1917 | loss: 0.0310977 | val_loss: 0.031204 | Time: 5430.29 ms [2022-03-17 10:07:21 main:574] : INFO : Epoch 1918 | loss: 0.031094 | val_loss: 0.0312077 | Time: 5456.5 ms [2022-03-17 10:07:27 main:574] : INFO : Epoch 1919 | loss: 0.0311007 | val_loss: 0.0311976 | Time: 5403.59 ms [2022-03-17 10:07:32 main:574] : INFO : Epoch 1920 | loss: 0.0311009 | val_loss: 0.0312002 | Time: 5449.56 ms [2022-03-17 10:07:38 main:574] : INFO : Epoch 1921 | loss: 0.0310973 | val_loss: 0.0311943 | Time: 5461.49 ms [2022-03-17 10:07:43 main:574] : INFO : Epoch 1922 | loss: 0.0310963 | val_loss: 0.031203 | Time: 5414.49 ms [2022-03-17 10:07:48 main:574] : INFO : Epoch 1923 | loss: 0.0310976 | val_loss: 0.0311966 | Time: 5463.94 ms [2022-03-17 10:07:54 main:574] : INFO : Epoch 1924 | loss: 0.031097 | val_loss: 0.0312001 | Time: 5403.77 ms [2022-03-17 10:07:59 main:574] : INFO : Epoch 1925 | loss: 0.0310989 | val_loss: 0.0312074 | Time: 5374.16 ms [2022-03-17 10:08:05 main:574] : INFO : Epoch 1926 | loss: 0.0310952 | val_loss: 0.0311926 | Time: 5409.79 ms [2022-03-17 10:08:10 main:574] : INFO : Epoch 1927 | loss: 0.0310954 | val_loss: 0.0312006 | Time: 5430.61 ms [2022-03-17 10:08:16 main:574] : INFO : Epoch 1928 | loss: 0.0310949 | val_loss: 0.0311946 | Time: 5427.51 ms [2022-03-17 10:08:21 main:574] : INFO : Epoch 1929 | loss: 0.0310945 | val_loss: 0.0312053 | Time: 5522.63 ms [2022-03-17 10:08:26 main:574] : INFO : Epoch 1930 | loss: 0.031102 | val_loss: 0.0312069 | Time: 5365.05 ms [2022-03-17 10:08:32 main:574] : INFO : Epoch 1931 | loss: 0.0311017 | val_loss: 0.0312002 | Time: 5365.91 ms [2022-03-17 10:08:37 main:574] : INFO : Epoch 1932 | loss: 0.0310988 | val_loss: 0.0312115 | Time: 5403.91 ms [2022-03-17 10:08:43 main:574] : INFO : Epoch 1933 | loss: 0.0310989 | val_loss: 0.0312172 | Time: 5443.29 ms [2022-03-17 10:08:48 main:574] : INFO : Epoch 1934 | loss: 0.031097 | val_loss: 0.031208 | Time: 5435.68 ms [2022-03-17 10:08:54 main:574] : INFO : Epoch 1935 | loss: 0.0311011 | val_loss: 0.0312047 | Time: 5440.55 ms [2022-03-17 10:08:59 main:574] : INFO : Epoch 1936 | loss: 0.031102 | val_loss: 0.0311987 | Time: 5402.39 ms [2022-03-17 10:09:04 main:574] : INFO : Epoch 1937 | loss: 0.0311023 | val_loss: 0.0312097 | Time: 5368.63 ms [2022-03-17 10:09:10 main:574] : INFO : Epoch 1938 | loss: 0.0311042 | val_loss: 0.031214 | Time: 5421.35 ms [2022-03-17 10:09:15 main:574] : INFO : Epoch 1939 | loss: 0.0311053 | val_loss: 0.0312019 | Time: 5446.87 ms [2022-03-17 10:09:21 main:574] : INFO : Epoch 1940 | loss: 0.0311031 | val_loss: 0.0312047 | Time: 5507.42 ms [2022-03-17 10:09:26 main:574] : INFO : Epoch 1941 | loss: 0.0311172 | val_loss: 0.0312223 | Time: 5412.42 ms [2022-03-17 10:09:32 main:574] : INFO : Epoch 1942 | loss: 0.0311113 | val_loss: 0.0312041 | Time: 5454.55 ms [2022-03-17 10:09:37 main:574] : INFO : Epoch 1943 | loss: 0.0311087 | val_loss: 0.0312046 | Time: 5370.05 ms [2022-03-17 10:09:42 main:574] : INFO : Epoch 1944 | loss: 0.0311031 | val_loss: 0.0312091 | Time: 5428.27 ms [2022-03-17 10:09:48 main:574] : INFO : Epoch 1945 | loss: 0.0310963 | val_loss: 0.0312003 | Time: 5431.34 ms [2022-03-17 10:09:53 main:574] : INFO : Epoch 1946 | loss: 0.0310959 | val_loss: 0.0312083 | Time: 5363.02 ms [2022-03-17 10:09:59 main:574] : INFO : Epoch 1947 | loss: 0.0310949 | val_loss: 0.0312054 | Time: 5406.08 ms [2022-03-17 10:10:04 main:574] : INFO : Epoch 1948 | loss: 0.0310952 | val_loss: 0.0311947 | Time: 5687.24 ms [2022-03-17 10:10:10 main:574] : INFO : Epoch 1949 | loss: 0.0310912 | val_loss: 0.031212 | Time: 5576.42 ms [2022-03-17 10:10:16 main:574] : INFO : Epoch 1950 | loss: 0.0310901 | val_loss: 0.0312189 | Time: 5641.76 ms [2022-03-17 10:10:21 main:574] : INFO : Epoch 1951 | loss: 0.0310932 | val_loss: 0.031208 | Time: 5408.02 ms [2022-03-17 10:10:26 main:574] : INFO : Epoch 1952 | loss: 0.0310938 | val_loss: 0.031192 | Time: 5450.9 ms [2022-03-17 10:10:32 main:574] : INFO : Epoch 1953 | loss: 0.0310948 | val_loss: 0.0312185 | Time: 5394.27 ms [2022-03-17 10:10:37 main:574] : INFO : Epoch 1954 | loss: 0.0310978 | val_loss: 0.0312019 | Time: 5399.63 ms [2022-03-17 10:10:43 main:574] : INFO : Epoch 1955 | loss: 0.0310938 | val_loss: 0.0312049 | Time: 6166.09 ms [2022-03-17 10:10:49 main:574] : INFO : Epoch 1956 | loss: 0.0310899 | val_loss: 0.0312043 | Time: 5945.89 ms [2022-03-17 10:10:55 main:574] : INFO : Epoch 1957 | loss: 0.0310987 | val_loss: 0.0311981 | Time: 5391.23 ms [2022-03-17 10:11:00 main:574] : INFO : Epoch 1958 | loss: 0.031102 | val_loss: 0.0311971 | Time: 5427.67 ms [2022-03-17 10:11:06 main:574] : INFO : Epoch 1959 | loss: 0.0310996 | val_loss: 0.0312086 | Time: 5467.38 ms [2022-03-17 10:11:11 main:574] : INFO : Epoch 1960 | loss: 0.0310958 | val_loss: 0.0311977 | Time: 5466.33 ms [2022-03-17 10:11:17 main:574] : INFO : Epoch 1961 | loss: 0.031097 | val_loss: 0.0311978 | Time: 5434.27 ms [2022-03-17 10:11:22 main:574] : INFO : Epoch 1962 | loss: 0.0310994 | val_loss: 0.0312039 | Time: 5417.06 ms [2022-03-17 10:11:27 main:574] : INFO : Epoch 1963 | loss: 0.031097 | val_loss: 0.0312078 | Time: 5383.47 ms [2022-03-17 10:11:33 main:574] : INFO : Epoch 1964 | loss: 0.0310921 | val_loss: 0.0312065 | Time: 5409.64 ms [2022-03-17 10:11:38 main:574] : INFO : Epoch 1965 | loss: 0.0310916 | val_loss: 0.031204 | Time: 5420.27 ms [2022-03-17 10:11:44 main:574] : INFO : Epoch 1966 | loss: 0.0310929 | val_loss: 0.0312098 | Time: 5426.69 ms [2022-03-17 10:11:49 main:574] : INFO : Epoch 1967 | loss: 0.0310921 | val_loss: 0.0311955 | Time: 5436.08 ms [2022-03-17 10:11:54 main:574] : INFO : Epoch 1968 | loss: 0.0310901 | val_loss: 0.0312082 | Time: 5379.59 ms [2022-03-17 10:12:00 main:574] : INFO : Epoch 1969 | loss: 0.0310936 | val_loss: 0.0312065 | Time: 5442.29 ms [2022-03-17 10:12:05 main:574] : INFO : Epoch 1970 | loss: 0.0310902 | val_loss: 0.0312131 | Time: 5379.97 ms [2022-03-17 10:12:11 main:574] : INFO : Epoch 1971 | loss: 0.0310854 | val_loss: 0.0312018 | Time: 5397.45 ms [2022-03-17 10:12:16 main:574] : INFO : Epoch 1972 | loss: 0.031087 | val_loss: 0.0312097 | Time: 5387.95 ms [2022-03-17 10:12:22 main:574] : INFO : Epoch 1973 | loss: 0.0310935 | val_loss: 0.0312035 | Time: 5477.95 ms [2022-03-17 10:12:27 main:574] : INFO : Epoch 1974 | loss: 0.0311018 | val_loss: 0.0312109 | Time: 5448.17 ms [2022-03-17 10:12:32 main:574] : INFO : Epoch 1975 | loss: 0.0310944 | val_loss: 0.0312009 | Time: 5398.98 ms [2022-03-17 10:12:38 main:574] : INFO : Epoch 1976 | loss: 0.0310933 | val_loss: 0.0312176 | Time: 5439.07 ms [2022-03-17 10:12:43 main:574] : INFO : Epoch 1977 | loss: 0.0310931 | val_loss: 0.0312022 | Time: 5452.94 ms [2022-03-17 10:12:49 main:574] : INFO : Epoch 1978 | loss: 0.0310987 | val_loss: 0.0312091 | Time: 5448.32 ms [2022-03-17 10:12:54 main:574] : INFO : Epoch 1979 | loss: 0.0310971 | val_loss: 0.0312013 | Time: 5370.49 ms [2022-03-17 10:13:00 main:574] : INFO : Epoch 1980 | loss: 0.0310926 | val_loss: 0.0312066 | Time: 6241.7 ms [2022-03-17 10:13:06 main:574] : INFO : Epoch 1981 | loss: 0.0310895 | val_loss: 0.0312138 | Time: 5777.4 ms [2022-03-17 10:13:12 main:574] : INFO : Epoch 1982 | loss: 0.0310905 | val_loss: 0.0311969 | Time: 6054.38 ms [2022-03-17 10:13:18 main:574] : INFO : Epoch 1983 | loss: 0.0310898 | val_loss: 0.0312077 | Time: 5391.7 ms [2022-03-17 10:13:23 main:574] : INFO : Epoch 1984 | loss: 0.0310899 | val_loss: 0.0312048 | Time: 5420.69 ms [2022-03-17 10:13:29 main:574] : INFO : Epoch 1985 | loss: 0.0310929 | val_loss: 0.0312084 | Time: 5401.47 ms [2022-03-17 10:13:34 main:574] : INFO : Epoch 1986 | loss: 0.0310948 | val_loss: 0.0312026 | Time: 5418.66 ms [2022-03-17 10:13:39 main:574] : INFO : Epoch 1987 | loss: 0.0310913 | val_loss: 0.0312047 | Time: 5377.87 ms [2022-03-17 10:13:45 main:574] : INFO : Epoch 1988 | loss: 0.0310918 | val_loss: 0.0312011 | Time: 5488.61 ms [2022-03-17 10:13:50 main:574] : INFO : Epoch 1989 | loss: 0.0310885 | val_loss: 0.0312008 | Time: 5392.56 ms [2022-03-17 10:13:56 main:574] : INFO : Epoch 1990 | loss: 0.0310906 | val_loss: 0.0312148 | Time: 5405.11 ms [2022-03-17 10:14:01 main:574] : INFO : Epoch 1991 | loss: 0.0310977 | val_loss: 0.0312059 | Time: 5478.48 ms [2022-03-17 10:14:07 main:574] : INFO : Epoch 1992 | loss: 0.0310961 | val_loss: 0.0312005 | Time: 5440.24 ms [2022-03-17 10:14:12 main:574] : INFO : Epoch 1993 | loss: 0.0310906 | val_loss: 0.0312098 | Time: 5449.17 ms [2022-03-17 10:14:17 main:574] : INFO : Epoch 1994 | loss: 0.03109 | val_loss: 0.0312122 | Time: 5459.94 ms [2022-03-17 10:14:23 main:574] : INFO : Epoch 1995 | loss: 0.0310919 | val_loss: 0.0312006 | Time: 5455.61 ms [2022-03-17 10:14:28 main:574] : INFO : Epoch 1996 | loss: 0.031095 | val_loss: 0.0312076 | Time: 5423.73 ms [2022-03-17 10:14:34 main:574] : INFO : Epoch 1997 | loss: 0.031096 | val_loss: 0.0312021 | Time: 5505.72 ms [2022-03-17 10:14:39 main:574] : INFO : Epoch 1998 | loss: 0.0310955 | val_loss: 0.0312031 | Time: 5425.44 ms [2022-03-17 10:14:45 main:574] : INFO : Epoch 1999 | loss: 0.0310934 | val_loss: 0.0312004 | Time: 5430.31 ms [2022-03-17 10:14:50 main:574] : INFO : Epoch 2000 | loss: 0.0310945 | val_loss: 0.0311963 | Time: 5464.83 ms [2022-03-17 10:14:56 main:574] : INFO : Epoch 2001 | loss: 0.0310919 | val_loss: 0.0312027 | Time: 5429.57 ms [2022-03-17 10:15:01 main:574] : INFO : Epoch 2002 | loss: 0.0310939 | val_loss: 0.031214 | Time: 5433.74 ms [2022-03-17 10:15:07 main:574] : INFO : Epoch 2003 | loss: 0.0310915 | val_loss: 0.0312215 | Time: 5394.49 ms [2022-03-17 10:15:12 main:574] : INFO : Epoch 2004 | loss: 0.0310921 | val_loss: 0.0312346 | Time: 5406.79 ms [2022-03-17 10:15:17 main:574] : INFO : Epoch 2005 | loss: 0.0310957 | val_loss: 0.0312099 | Time: 5422.78 ms [2022-03-17 10:15:23 main:574] : INFO : Epoch 2006 | loss: 0.0311529 | val_loss: 0.0312113 | Time: 5846.27 ms [2022-03-17 10:15:29 main:574] : INFO : Epoch 2007 | loss: 0.0354199 | val_loss: 0.0320603 | Time: 5502.39 ms [2022-03-17 10:15:34 main:574] : INFO : Epoch 2008 | loss: 0.0352381 | val_loss: 0.0320408 | Time: 5391 ms [2022-03-17 10:15:40 main:574] : INFO : Epoch 2009 | loss: 0.0317294 | val_loss: 0.0365972 | Time: 5435.62 ms [2022-03-17 10:15:45 main:574] : INFO : Epoch 2010 | loss: 0.0331098 | val_loss: 0.0315006 | Time: 5372.19 ms [2022-03-17 10:15:50 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 5456.05 ms [2022-03-17 10:15:56 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 5390.3 ms [2022-03-17 10:16:01 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 5445.56 ms [2022-03-17 10:16:07 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 5391.15 ms [2022-03-17 10:16:12 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 5414.31 ms [2022-03-17 10:16:18 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 5455.19 ms [2022-03-17 10:16:23 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 5425.59 ms [2022-03-17 10:16:28 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 5486.58 ms [2022-03-17 10:16:34 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 5466.54 ms [2022-03-17 10:16:39 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 5401.35 ms [2022-03-17 10:16:45 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 5410.93 ms [2022-03-17 10:16:50 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 5419.47 ms [2022-03-17 10:16:56 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 5353.25 ms [2022-03-17 10:17:01 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 5391.76 ms [2022-03-17 10:17:06 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 5427.2 ms [2022-03-17 10:17:12 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 5370.19 ms [2022-03-17 10:17:17 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 5418.07 ms [2022-03-17 10:17:23 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 5430.64 ms [2022-03-17 10:17:28 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 5770.42 ms [2022-03-17 10:17:34 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 5494.2 ms [2022-03-17 10:17:39 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 5369.57 ms [2022-03-17 10:17:45 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 5448.93 ms [2022-03-17 10:17:50 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 5460.69 ms [2022-03-17 10:17:56 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 5467.55 ms [2022-03-17 10:18:01 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 5428.16 ms [2022-03-17 10:18:07 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 5447.18 ms [2022-03-17 10:18:12 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 5461.13 ms [2022-03-17 10:18:17 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 5373.38 ms [2022-03-17 10:18:23 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 5685.86 ms [2022-03-17 10:18:29 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 5617.1 ms [2022-03-17 10:18:34 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 5550.19 ms [2022-03-17 10:18:40 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 5386.98 ms [2022-03-17 10:18:45 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 5452.75 ms [2022-03-17 10:18:51 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 5460.2 ms [2022-03-17 10:18:56 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 5377.3 ms [2022-03-17 10:19:01 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 5372.13 ms [2022-03-17 10:19:07 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 5420.7 ms [2022-03-17 10:19:12 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 5484.67 ms [2022-03-17 10:19:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-03-17 10:19:12 main:603] : INFO : Saving end state to config to file [2022-03-17 10:19:12 main:608] : INFO : Success, exiting.. 10:19:12 (9424): 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)