Task 12973174
| Name | ParityModified-1647049152-23845-0_0 |
| Workunit | 10104992 |
| Created | 12 Mar 2022, 1:39:15 UTC |
| Sent | 19 Mar 2022, 23:26:50 UTC |
| Report deadline | 27 Mar 2022, 23:26:50 UTC |
| Received | 20 Mar 2022, 0:30:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 50 min 53 sec |
| CPU time | 49 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311615 | val_loss: 0.0311869 | Time: 2198.77 ms [2022-03-19 17:14:38 main:574] : INFO : Epoch 1543 | loss: 0.0311603 | val_loss: 0.0311906 | Time: 2452.35 ms [2022-03-19 17:14:40 main:574] : INFO : Epoch 1544 | loss: 0.0311605 | val_loss: 0.031189 | Time: 2216.54 ms [2022-03-19 17:14:42 main:574] : INFO : Epoch 1545 | loss: 0.031161 | val_loss: 0.0311888 | Time: 1488.82 ms [2022-03-19 17:14:43 main:574] : INFO : Epoch 1546 | loss: 0.0311596 | val_loss: 0.0311875 | Time: 1404.05 ms [2022-03-19 17:14:45 main:574] : INFO : Epoch 1547 | loss: 0.0311611 | val_loss: 0.0311902 | Time: 1410.76 ms [2022-03-19 17:14:46 main:574] : INFO : Epoch 1548 | loss: 0.03116 | val_loss: 0.0311991 | Time: 1403.23 ms [2022-03-19 17:14:48 main:574] : INFO : Epoch 1549 | loss: 0.0311613 | val_loss: 0.0312028 | Time: 1425.12 ms [2022-03-19 17:14:49 main:574] : INFO : Epoch 1550 | loss: 0.0311606 | val_loss: 0.0311965 | Time: 1403.58 ms [2022-03-19 17:14:51 main:574] : INFO : Epoch 1551 | loss: 0.031158 | val_loss: 0.0311942 | Time: 1750.08 ms [2022-03-19 17:14:52 main:574] : INFO : Epoch 1552 | loss: 0.0311522 | val_loss: 0.0311981 | Time: 1416.72 ms [2022-03-19 17:14:54 main:574] : INFO : Epoch 1553 | loss: 0.0311511 | val_loss: 0.0311946 | Time: 1406.66 ms [2022-03-19 17:14:55 main:574] : INFO : Epoch 1554 | loss: 0.0311535 | val_loss: 0.0311915 | Time: 1401.46 ms [2022-03-19 17:14:56 main:574] : INFO : Epoch 1555 | loss: 0.0311552 | val_loss: 0.0312007 | Time: 1459.75 ms [2022-03-19 17:14:58 main:574] : INFO : Epoch 1556 | loss: 0.031154 | val_loss: 0.0311952 | Time: 1407.78 ms [2022-03-19 17:14:59 main:574] : INFO : Epoch 1557 | loss: 0.031153 | val_loss: 0.031199 | Time: 1499.66 ms [2022-03-19 17:15:01 main:574] : INFO : Epoch 1558 | loss: 0.0311525 | val_loss: 0.0311974 | Time: 1704.69 ms [2022-03-19 17:15:02 main:574] : INFO : Epoch 1559 | loss: 0.0311601 | val_loss: 0.0311857 | Time: 1401.46 ms [2022-03-19 17:15:04 main:574] : INFO : Epoch 1560 | loss: 0.0311657 | val_loss: 0.0311901 | Time: 1398.24 ms [2022-03-19 17:15:05 main:574] : INFO : Epoch 1561 | loss: 0.0311602 | val_loss: 0.031191 | Time: 1399.74 ms [2022-03-19 17:15:07 main:574] : INFO : Epoch 1562 | loss: 0.0311643 | val_loss: 0.0311961 | Time: 1411.57 ms [2022-03-19 17:15:08 main:574] : INFO : Epoch 1563 | loss: 0.0311594 | val_loss: 0.0311927 | Time: 1407.48 ms [2022-03-19 17:15:10 main:574] : INFO : Epoch 1564 | loss: 0.0311574 | val_loss: 0.0311908 | Time: 1543.97 ms [2022-03-19 17:15:11 main:574] : INFO : Epoch 1565 | loss: 0.0311544 | val_loss: 0.0311913 | Time: 1585.8 ms [2022-03-19 17:15:13 main:574] : INFO : Epoch 1566 | loss: 0.0311544 | val_loss: 0.0311985 | Time: 1410.28 ms [2022-03-19 17:15:14 main:574] : INFO : Epoch 1567 | loss: 0.0311512 | val_loss: 0.0311954 | Time: 1404.14 ms [2022-03-19 17:15:15 main:574] : INFO : Epoch 1568 | loss: 0.0311496 | val_loss: 0.0311944 | Time: 1408.61 ms [2022-03-19 17:15:17 main:574] : INFO : Epoch 1569 | loss: 0.0311487 | val_loss: 0.0311895 | Time: 1407.55 ms [2022-03-19 17:15:18 main:574] : INFO : Epoch 1570 | loss: 0.0311517 | val_loss: 0.0311885 | Time: 1402.18 ms [2022-03-19 17:15:20 main:574] : INFO : Epoch 1571 | loss: 0.0311515 | val_loss: 0.0311927 | Time: 1723.32 ms [2022-03-19 17:15:22 main:574] : INFO : Epoch 1572 | loss: 0.0311495 | val_loss: 0.031192 | Time: 1461.89 ms [2022-03-19 17:15:23 main:574] : INFO : Epoch 1573 | loss: 0.0311482 | val_loss: 0.031192 | Time: 1423.46 ms [2022-03-19 17:15:24 main:574] : INFO : Epoch 1574 | loss: 0.0311539 | val_loss: 0.0312009 | Time: 1407.03 ms [2022-03-19 17:15:26 main:574] : INFO : Epoch 1575 | loss: 0.0311486 | val_loss: 0.0311958 | Time: 1406.2 ms [2022-03-19 17:15:27 main:574] : INFO : Epoch 1576 | loss: 0.0311505 | val_loss: 0.0311943 | Time: 1412.7 ms [2022-03-19 17:15:29 main:574] : INFO : Epoch 1577 | loss: 0.031151 | val_loss: 0.0311917 | Time: 1399.99 ms [2022-03-19 17:15:30 main:574] : INFO : Epoch 1578 | loss: 0.0311516 | val_loss: 0.0311966 | Time: 1737.25 ms [2022-03-19 17:15:32 main:574] : INFO : Epoch 1579 | loss: 0.031148 | val_loss: 0.0311945 | Time: 1405.19 ms [2022-03-19 17:15:33 main:574] : INFO : Epoch 1580 | loss: 0.0311509 | val_loss: 0.0311984 | Time: 1408.2 ms [2022-03-19 17:15:35 main:574] : INFO : Epoch 1581 | loss: 0.0311539 | val_loss: 0.03119 | Time: 1484.03 ms [2022-03-19 17:15:37 main:574] : INFO : Epoch 1582 | loss: 0.0311482 | val_loss: 0.0311913 | Time: 2263.57 ms [2022-03-19 17:15:40 main:574] : INFO : Epoch 1583 | loss: 0.0311482 | val_loss: 0.0312002 | Time: 2661.9 ms [2022-03-19 17:15:41 main:574] : INFO : Epoch 1584 | loss: 0.0311605 | val_loss: 0.0312079 | Time: 1614.85 ms [2022-03-19 17:15:43 main:574] : INFO : Epoch 1585 | loss: 0.0311596 | val_loss: 0.031197 | Time: 1405.83 ms [2022-03-19 17:15:44 main:574] : INFO : Epoch 1586 | loss: 0.0311505 | val_loss: 0.0311901 | Time: 1404.75 ms [2022-03-19 17:15:46 main:574] : INFO : Epoch 1587 | loss: 0.0311537 | val_loss: 0.0311898 | Time: 2184.86 ms [2022-03-19 17:15:49 main:574] : INFO : Epoch 1588 | loss: 0.0311532 | val_loss: 0.0311901 | Time: 2476.17 ms [2022-03-19 17:15:51 main:574] : INFO : Epoch 1589 | loss: 0.031154 | val_loss: 0.0311932 | Time: 2031.56 ms [2022-03-19 17:15:52 main:574] : INFO : Epoch 1590 | loss: 0.0311525 | val_loss: 0.0311957 | Time: 1407.3 ms [2022-03-19 17:15:54 main:574] : INFO : Epoch 1591 | loss: 0.0311485 | val_loss: 0.0312001 | Time: 1407.19 ms [2022-03-19 17:15:55 main:574] : INFO : Epoch 1592 | loss: 0.0311465 | val_loss: 0.0312 | Time: 1406.72 ms [2022-03-19 17:15:56 main:574] : INFO : Epoch 1593 | loss: 0.0311441 | val_loss: 0.0311989 | Time: 1396.3 ms [2022-03-19 17:15:58 main:574] : INFO : Epoch 1594 | loss: 0.0311451 | val_loss: 0.0311962 | Time: 1420.21 ms [2022-03-19 17:15:59 main:574] : INFO : Epoch 1595 | loss: 0.0311467 | val_loss: 0.0311981 | Time: 1452.9 ms [2022-03-19 17:16:01 main:574] : INFO : Epoch 1596 | loss: 0.0311487 | val_loss: 0.0311914 | Time: 1653.7 ms [2022-03-19 17:16:02 main:574] : INFO : Epoch 1597 | loss: 0.0311492 | val_loss: 0.0312007 | Time: 1412.53 ms [2022-03-19 17:16:04 main:574] : INFO : Epoch 1598 | loss: 0.0311479 | val_loss: 0.0311968 | Time: 1402.81 ms [2022-03-19 17:16:05 main:574] : INFO : Epoch 1599 | loss: 0.0311532 | val_loss: 0.0311962 | Time: 1401.71 ms [2022-03-19 17:16:07 main:574] : INFO : Epoch 1600 | loss: 0.0311597 | val_loss: 0.0311989 | Time: 1399.03 ms [2022-03-19 17:16:08 main:574] : INFO : Epoch 1601 | loss: 0.0311575 | val_loss: 0.0311926 | Time: 1402.29 ms [2022-03-19 17:16:10 main:574] : INFO : Epoch 1602 | loss: 0.0311527 | val_loss: 0.0311947 | Time: 1666.64 ms [2022-03-19 17:16:11 main:574] : INFO : Epoch 1603 | loss: 0.031146 | val_loss: 0.031197 | Time: 1649.78 ms [2022-03-19 17:16:13 main:574] : INFO : Epoch 1604 | loss: 0.031146 | val_loss: 0.0311985 | Time: 1407.27 ms [2022-03-19 17:16:14 main:574] : INFO : Epoch 1605 | loss: 0.0312136 | val_loss: 0.0312216 | Time: 1403.46 ms [2022-03-19 17:16:16 main:574] : INFO : Epoch 1606 | loss: 0.0312152 | val_loss: 0.0312083 | Time: 1397.93 ms [2022-03-19 17:16:17 main:574] : INFO : Epoch 1607 | loss: 0.0312028 | val_loss: 0.0311985 | Time: 1402.37 ms [2022-03-19 17:16:18 main:574] : INFO : Epoch 1608 | loss: 0.0311963 | val_loss: 0.0311958 | Time: 1407.78 ms [2022-03-19 17:16:20 main:574] : INFO : Epoch 1609 | loss: 0.0311918 | val_loss: 0.031193 | Time: 1862.85 ms [2022-03-19 17:16:22 main:574] : INFO : Epoch 1610 | loss: 0.0311909 | val_loss: 0.0311908 | Time: 1427.98 ms [2022-03-19 17:16:23 main:574] : INFO : Epoch 1611 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 1414.54 ms [2022-03-19 17:16:25 main:574] : INFO : Epoch 1612 | loss: 0.0311855 | val_loss: 0.0311905 | Time: 1405.19 ms [2022-03-19 17:16:26 main:574] : INFO : Epoch 1613 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 1408.38 ms [2022-03-19 17:16:27 main:574] : INFO : Epoch 1614 | loss: 0.0311832 | val_loss: 0.0311898 | Time: 1405.88 ms [2022-03-19 17:16:29 main:574] : INFO : Epoch 1615 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 1401.03 ms [2022-03-19 17:16:31 main:574] : INFO : Epoch 1616 | loss: 0.0311813 | val_loss: 0.0311942 | Time: 1732.51 ms [2022-03-19 17:16:32 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.0311932 | Time: 1421.94 ms [2022-03-19 17:16:33 main:574] : INFO : Epoch 1618 | loss: 0.0312 | val_loss: 0.0312121 | Time: 1403.19 ms [2022-03-19 17:16:35 main:574] : INFO : Epoch 1619 | loss: 0.0312262 | val_loss: 0.0312501 | Time: 1407.42 ms [2022-03-19 17:16:36 main:574] : INFO : Epoch 1620 | loss: 0.0312521 | val_loss: 0.0312511 | Time: 1403.37 ms [2022-03-19 17:16:38 main:574] : INFO : Epoch 1621 | loss: 0.0312507 | val_loss: 0.0312488 | Time: 1411 ms [2022-03-19 17:16:39 main:574] : INFO : Epoch 1622 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1414.36 ms [2022-03-19 17:16:41 main:574] : INFO : Epoch 1623 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 1683.08 ms [2022-03-19 17:16:42 main:574] : INFO : Epoch 1624 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 1414.9 ms [2022-03-19 17:16:44 main:574] : INFO : Epoch 1625 | loss: 0.031241 | val_loss: 0.031242 | Time: 1402.08 ms [2022-03-19 17:16:45 main:574] : INFO : Epoch 1626 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 1420.82 ms [2022-03-19 17:16:47 main:574] : INFO : Epoch 1627 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 2034.18 ms [2022-03-19 17:16:49 main:574] : INFO : Epoch 1628 | loss: 0.0312331 | val_loss: 0.0312333 | Time: 2364.83 ms [2022-03-19 17:16:51 main:574] : INFO : Epoch 1629 | loss: 0.0312307 | val_loss: 0.0312293 | Time: 1768.92 ms [2022-03-19 17:16:53 main:574] : INFO : Epoch 1630 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 1414.82 ms [2022-03-19 17:16:54 main:574] : INFO : Epoch 1631 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 1405.28 ms [2022-03-19 17:16:55 main:574] : INFO : Epoch 1632 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 1412.51 ms [2022-03-19 17:16:57 main:574] : INFO : Epoch 1633 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 1400.77 ms [2022-03-19 17:16:58 main:574] : INFO : Epoch 1634 | loss: 0.0312222 | val_loss: 0.0312241 | Time: 1403.94 ms [2022-03-19 17:17:00 main:574] : INFO : Epoch 1635 | loss: 0.0312225 | val_loss: 0.0312211 | Time: 1741.09 ms [2022-03-19 17:17:02 main:574] : INFO : Epoch 1636 | loss: 0.0312193 | val_loss: 0.0312224 | Time: 1564.22 ms [2022-03-19 17:17:03 main:574] : INFO : Epoch 1637 | loss: 0.0312178 | val_loss: 0.0312247 | Time: 1405.76 ms [2022-03-19 17:17:04 main:574] : INFO : Epoch 1638 | loss: 0.0312223 | val_loss: 0.0312274 | Time: 1405.55 ms [2022-03-19 17:17:06 main:574] : INFO : Epoch 1639 | loss: 0.0312219 | val_loss: 0.0312232 | Time: 1405.17 ms [2022-03-19 17:17:07 main:574] : INFO : Epoch 1640 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1410.51 ms [2022-03-19 17:17:09 main:574] : INFO : Epoch 1641 | loss: 0.0312151 | val_loss: 0.0312174 | Time: 1404.34 ms [2022-03-19 17:17:10 main:574] : INFO : Epoch 1642 | loss: 0.031216 | val_loss: 0.0312193 | Time: 1783.87 ms [2022-03-19 17:17:12 main:574] : INFO : Epoch 1643 | loss: 0.0312185 | val_loss: 0.0312181 | Time: 1464.34 ms [2022-03-19 17:17:13 main:574] : INFO : Epoch 1644 | loss: 0.0312164 | val_loss: 0.0312187 | Time: 1407.16 ms [2022-03-19 17:17:15 main:574] : INFO : Epoch 1645 | loss: 0.031214 | val_loss: 0.0312158 | Time: 1401.76 ms [2022-03-19 17:17:16 main:574] : INFO : Epoch 1646 | loss: 0.0312132 | val_loss: 0.0312219 | Time: 1437.65 ms [2022-03-19 17:17:17 main:574] : INFO : Epoch 1647 | loss: 0.0312143 | val_loss: 0.0312181 | Time: 1404.83 ms [2022-03-19 17:17:19 main:574] : INFO : Epoch 1648 | loss: 0.0312125 | val_loss: 0.0312139 | Time: 1405.83 ms [2022-03-19 17:17:21 main:574] : INFO : Epoch 1649 | loss: 0.0312187 | val_loss: 0.0312256 | Time: 1699.71 ms [2022-03-19 17:17:22 main:574] : INFO : Epoch 1650 | loss: 0.0312195 | val_loss: 0.0312351 | Time: 1430.4 ms [2022-03-19 17:17:23 main:574] : INFO : Epoch 1651 | loss: 0.0312186 | val_loss: 0.0312162 | Time: 1399.94 ms [2022-03-19 17:17:25 main:574] : INFO : Epoch 1652 | loss: 0.0312131 | val_loss: 0.0312166 | Time: 1403.5 ms [2022-03-19 17:17:26 main:574] : INFO : Epoch 1653 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 1409.82 ms [2022-03-19 17:17:28 main:574] : INFO : Epoch 1654 | loss: 0.0312111 | val_loss: 0.0312147 | Time: 1405.4 ms [2022-03-19 17:17:29 main:574] : INFO : Epoch 1655 | loss: 0.0312105 | val_loss: 0.0312134 | Time: 1405.24 ms [2022-03-19 17:17:31 main:574] : INFO : Epoch 1656 | loss: 0.0312139 | val_loss: 0.0312145 | Time: 1631.79 ms [2022-03-19 17:17:32 main:574] : INFO : Epoch 1657 | loss: 0.0312117 | val_loss: 0.031219 | Time: 1438.02 ms [2022-03-19 17:17:34 main:574] : INFO : Epoch 1658 | loss: 0.0312135 | val_loss: 0.0312151 | Time: 1402.9 ms [2022-03-19 17:17:35 main:574] : INFO : Epoch 1659 | loss: 0.0312104 | val_loss: 0.0312145 | Time: 1404.9 ms [2022-03-19 17:17:36 main:574] : INFO : Epoch 1660 | loss: 0.0312091 | val_loss: 0.0312153 | Time: 1406.34 ms [2022-03-19 17:17:38 main:574] : INFO : Epoch 1661 | loss: 0.0312092 | val_loss: 0.0312127 | Time: 1401.86 ms [2022-03-19 17:17:39 main:574] : INFO : Epoch 1662 | loss: 0.0312086 | val_loss: 0.0312152 | Time: 1442.53 ms [2022-03-19 17:17:41 main:574] : INFO : Epoch 1663 | loss: 0.0312112 | val_loss: 0.0312171 | Time: 1691.85 ms [2022-03-19 17:17:42 main:574] : INFO : Epoch 1664 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 1438.19 ms [2022-03-19 17:17:44 main:574] : INFO : Epoch 1665 | loss: 0.0312117 | val_loss: 0.0312123 | Time: 1403.5 ms [2022-03-19 17:17:45 main:574] : INFO : Epoch 1666 | loss: 0.0312106 | val_loss: 0.0312119 | Time: 1405.83 ms [2022-03-19 17:17:47 main:574] : INFO : Epoch 1667 | loss: 0.0312078 | val_loss: 0.0312123 | Time: 2085.83 ms [2022-03-19 17:17:50 main:574] : INFO : Epoch 1668 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 2508.12 ms [2022-03-19 17:17:51 main:574] : INFO : Epoch 1669 | loss: 0.031206 | val_loss: 0.0312109 | Time: 1615.39 ms [2022-03-19 17:17:53 main:574] : INFO : Epoch 1670 | loss: 0.0312096 | val_loss: 0.0312303 | Time: 1403 ms [2022-03-19 17:17:54 main:574] : INFO : Epoch 1671 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1407.24 ms [2022-03-19 17:17:56 main:574] : INFO : Epoch 1672 | loss: 0.0312055 | val_loss: 0.031212 | Time: 1411.77 ms [2022-03-19 17:17:57 main:574] : INFO : Epoch 1673 | loss: 0.0312063 | val_loss: 0.0312107 | Time: 1401.13 ms [2022-03-19 17:17:59 main:574] : INFO : Epoch 1674 | loss: 0.0312073 | val_loss: 0.0312176 | Time: 1409.85 ms [2022-03-19 17:18:00 main:574] : INFO : Epoch 1675 | loss: 0.0312084 | val_loss: 0.0312191 | Time: 1683.83 ms [2022-03-19 17:18:02 main:574] : INFO : Epoch 1676 | loss: 0.0312092 | val_loss: 0.031212 | Time: 1502.18 ms [2022-03-19 17:18:03 main:574] : INFO : Epoch 1677 | loss: 0.031205 | val_loss: 0.031211 | Time: 1407.93 ms [2022-03-19 17:18:05 main:574] : INFO : Epoch 1678 | loss: 0.031206 | val_loss: 0.0312145 | Time: 1402.56 ms [2022-03-19 17:18:06 main:574] : INFO : Epoch 1679 | loss: 0.0312052 | val_loss: 0.0312107 | Time: 1419.92 ms [2022-03-19 17:18:07 main:574] : INFO : Epoch 1680 | loss: 0.0312088 | val_loss: 0.0312151 | Time: 1406.55 ms [2022-03-19 17:18:09 main:574] : INFO : Epoch 1681 | loss: 0.0312067 | val_loss: 0.0312114 | Time: 1408.99 ms [2022-03-19 17:18:10 main:574] : INFO : Epoch 1682 | loss: 0.0312059 | val_loss: 0.0312108 | Time: 1699.38 ms [2022-03-19 17:18:12 main:574] : INFO : Epoch 1683 | loss: 0.0312074 | val_loss: 0.0312098 | Time: 1450.07 ms [2022-03-19 17:18:13 main:574] : INFO : Epoch 1684 | loss: 0.031204 | val_loss: 0.0312092 | Time: 1437.86 ms [2022-03-19 17:18:15 main:574] : INFO : Epoch 1685 | loss: 0.0312042 | val_loss: 0.0312151 | Time: 1404.17 ms [2022-03-19 17:18:16 main:574] : INFO : Epoch 1686 | loss: 0.0312094 | val_loss: 0.0312104 | Time: 1404.71 ms [2022-03-19 17:18:18 main:574] : INFO : Epoch 1687 | loss: 0.0312047 | val_loss: 0.0312092 | Time: 1413.65 ms [2022-03-19 17:18:19 main:574] : INFO : Epoch 1688 | loss: 0.0312029 | val_loss: 0.0312101 | Time: 1437.64 ms [2022-03-19 17:18:21 main:574] : INFO : Epoch 1689 | loss: 0.0312025 | val_loss: 0.0312105 | Time: 1909.8 ms [2022-03-19 17:18:22 main:574] : INFO : Epoch 1690 | loss: 0.0312026 | val_loss: 0.0312097 | Time: 1413.64 ms [2022-03-19 17:18:24 main:574] : INFO : Epoch 1691 | loss: 0.0312029 | val_loss: 0.0312087 | Time: 1403.37 ms [2022-03-19 17:18:25 main:574] : INFO : Epoch 1692 | loss: 0.031203 | val_loss: 0.0312109 | Time: 1407.09 ms [2022-03-19 17:18:27 main:574] : INFO : Epoch 1693 | loss: 0.0312023 | val_loss: 0.0312085 | Time: 1407.58 ms [2022-03-19 17:18:28 main:574] : INFO : Epoch 1694 | loss: 0.031203 | val_loss: 0.031208 | Time: 1411.68 ms [2022-03-19 17:18:29 main:574] : INFO : Epoch 1695 | loss: 0.0312067 | val_loss: 0.0312143 | Time: 1424.2 ms [2022-03-19 17:18:31 main:574] : INFO : Epoch 1696 | loss: 0.0312052 | val_loss: 0.0312088 | Time: 1723.67 ms [2022-03-19 17:18:33 main:574] : INFO : Epoch 1697 | loss: 0.0312049 | val_loss: 0.0312163 | Time: 1407.91 ms [2022-03-19 17:18:34 main:574] : INFO : Epoch 1698 | loss: 0.0312038 | val_loss: 0.0312125 | Time: 1403.71 ms [2022-03-19 17:18:35 main:574] : INFO : Epoch 1699 | loss: 0.0312036 | val_loss: 0.0312101 | Time: 1406.21 ms [2022-03-19 17:18:37 main:574] : INFO : Epoch 1700 | loss: 0.0312049 | val_loss: 0.0312085 | Time: 1406.77 ms [2022-03-19 17:18:38 main:574] : INFO : Epoch 1701 | loss: 0.0312013 | val_loss: 0.0312088 | Time: 1439.72 ms [2022-03-19 17:18:40 main:574] : INFO : Epoch 1702 | loss: 0.0312013 | val_loss: 0.0312109 | Time: 1526.62 ms [2022-03-19 17:18:42 main:574] : INFO : Epoch 1703 | loss: 0.0312026 | val_loss: 0.031211 | Time: 1792.77 ms [2022-03-19 17:18:43 main:574] : INFO : Epoch 1704 | loss: 0.0312066 | val_loss: 0.0312082 | Time: 1438.6 ms [2022-03-19 17:18:44 main:574] : INFO : Epoch 1705 | loss: 0.0312045 | val_loss: 0.0312103 | Time: 1406.54 ms [2022-03-19 17:18:46 main:574] : INFO : Epoch 1706 | loss: 0.0312047 | val_loss: 0.0312121 | Time: 1410.02 ms [2022-03-19 17:18:47 main:574] : INFO : Epoch 1707 | loss: 0.0312025 | val_loss: 0.0312105 | Time: 1411.76 ms [2022-03-19 17:18:49 main:574] : INFO : Epoch 1708 | loss: 0.0312019 | val_loss: 0.0312097 | Time: 1428.63 ms [2022-03-19 17:18:51 main:574] : INFO : Epoch 1709 | loss: 0.0312005 | val_loss: 0.0312091 | Time: 1820.69 ms [2022-03-19 17:18:52 main:574] : INFO : Epoch 1710 | loss: 0.0312026 | val_loss: 0.0312124 | Time: 1437.16 ms [2022-03-19 17:18:53 main:574] : INFO : Epoch 1711 | loss: 0.0312077 | val_loss: 0.0312088 | Time: 1403.97 ms [2022-03-19 17:18:55 main:574] : INFO : Epoch 1712 | loss: 0.0312027 | val_loss: 0.0312089 | Time: 1402.96 ms [2022-03-19 17:18:56 main:574] : INFO : Epoch 1713 | loss: 0.0312035 | val_loss: 0.0312086 | Time: 1413.18 ms [2022-03-19 17:18:58 main:574] : INFO : Epoch 1714 | loss: 0.0312037 | val_loss: 0.0312104 | Time: 1403.82 ms [2022-03-19 17:18:59 main:574] : INFO : Epoch 1715 | loss: 0.0312018 | val_loss: 0.0312132 | Time: 1410.67 ms [2022-03-19 17:19:01 main:574] : INFO : Epoch 1716 | loss: 0.0312043 | val_loss: 0.0312189 | Time: 1636.63 ms [2022-03-19 17:19:02 main:574] : INFO : Epoch 1717 | loss: 0.0312058 | val_loss: 0.0312092 | Time: 1451.94 ms [2022-03-19 17:19:04 main:574] : INFO : Epoch 1718 | loss: 0.0312013 | val_loss: 0.0312127 | Time: 1406.71 ms [2022-03-19 17:19:05 main:574] : INFO : Epoch 1719 | loss: 0.0312014 | val_loss: 0.031212 | Time: 1412.21 ms [2022-03-19 17:19:06 main:574] : INFO : Epoch 1720 | loss: 0.031201 | val_loss: 0.0312112 | Time: 1407.29 ms [2022-03-19 17:19:08 main:574] : INFO : Epoch 1721 | loss: 0.0312 | val_loss: 0.0312082 | Time: 1404.27 ms [2022-03-19 17:19:09 main:574] : INFO : Epoch 1722 | loss: 0.0311999 | val_loss: 0.0312098 | Time: 1417.41 ms [2022-03-19 17:19:11 main:574] : INFO : Epoch 1723 | loss: 0.0312006 | val_loss: 0.0312088 | Time: 1695.1 ms [2022-03-19 17:19:12 main:574] : INFO : Epoch 1724 | loss: 0.0311998 | val_loss: 0.0312089 | Time: 1427.5 ms [2022-03-19 17:19:14 main:574] : INFO : Epoch 1725 | loss: 0.0312005 | val_loss: 0.0312092 | Time: 1413.36 ms [2022-03-19 17:19:15 main:574] : INFO : Epoch 1726 | loss: 0.0312003 | val_loss: 0.0312093 | Time: 1415.4 ms [2022-03-19 17:19:17 main:574] : INFO : Epoch 1727 | loss: 0.0312007 | val_loss: 0.0312122 | Time: 1401.55 ms [2022-03-19 17:19:18 main:574] : INFO : Epoch 1728 | loss: 0.0312009 | val_loss: 0.0312128 | Time: 1409.96 ms [2022-03-19 17:19:19 main:574] : INFO : Epoch 1729 | loss: 0.0312014 | val_loss: 0.0312149 | Time: 1408.47 ms [2022-03-19 17:19:21 main:574] : INFO : Epoch 1730 | loss: 0.031202 | val_loss: 0.0312107 | Time: 1802.84 ms [2022-03-19 17:19:23 main:574] : INFO : Epoch 1731 | loss: 0.0311993 | val_loss: 0.0312115 | Time: 1404.56 ms [2022-03-19 17:19:24 main:574] : INFO : Epoch 1732 | loss: 0.0311983 | val_loss: 0.0312101 | Time: 1401.37 ms [2022-03-19 17:19:25 main:574] : INFO : Epoch 1733 | loss: 0.0311979 | val_loss: 0.0312109 | Time: 1413.88 ms [2022-03-19 17:19:27 main:574] : INFO : Epoch 1734 | loss: 0.0311989 | val_loss: 0.0312086 | Time: 1406.19 ms [2022-03-19 17:19:28 main:574] : INFO : Epoch 1735 | loss: 0.0311982 | val_loss: 0.031212 | Time: 1411.1 ms [2022-03-19 17:19:30 main:574] : INFO : Epoch 1736 | loss: 0.0312003 | val_loss: 0.0312123 | Time: 1437.19 ms [2022-03-19 17:19:31 main:574] : INFO : Epoch 1737 | loss: 0.0312005 | val_loss: 0.0312137 | Time: 1725.45 ms [2022-03-19 17:19:33 main:574] : INFO : Epoch 1738 | loss: 0.031199 | val_loss: 0.0312124 | Time: 1408.96 ms [2022-03-19 17:19:34 main:574] : INFO : Epoch 1739 | loss: 0.0311989 | val_loss: 0.0312116 | Time: 1395.66 ms [2022-03-19 17:19:36 main:574] : INFO : Epoch 1740 | loss: 0.0311973 | val_loss: 0.0312109 | Time: 1409.33 ms [2022-03-19 17:19:37 main:574] : INFO : Epoch 1741 | loss: 0.0311969 | val_loss: 0.0312116 | Time: 1404.34 ms [2022-03-19 17:19:38 main:574] : INFO : Epoch 1742 | loss: 0.0311975 | val_loss: 0.0312104 | Time: 1415.87 ms [2022-03-19 17:19:40 main:574] : INFO : Epoch 1743 | loss: 0.0311993 | val_loss: 0.0312173 | Time: 1541.56 ms [2022-03-19 17:19:42 main:574] : INFO : Epoch 1744 | loss: 0.0312013 | val_loss: 0.0312246 | Time: 1598.67 ms [2022-03-19 17:19:43 main:574] : INFO : Epoch 1745 | loss: 0.0312035 | val_loss: 0.031218 | Time: 1410.83 ms [2022-03-19 17:19:44 main:574] : INFO : Epoch 1746 | loss: 0.0312 | val_loss: 0.0312106 | Time: 1408.7 ms [2022-03-19 17:19:46 main:574] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.0312097 | Time: 1413.37 ms [2022-03-19 17:19:47 main:574] : INFO : Epoch 1748 | loss: 0.0311986 | val_loss: 0.0312105 | Time: 1408.73 ms [2022-03-19 17:19:49 main:574] : INFO : Epoch 1749 | loss: 0.0312004 | val_loss: 0.0312099 | Time: 1409.55 ms [2022-03-19 17:19:50 main:574] : INFO : Epoch 1750 | loss: 0.0311971 | val_loss: 0.0312108 | Time: 1578.71 ms [2022-03-19 17:19:52 main:574] : INFO : Epoch 1751 | loss: 0.0311978 | val_loss: 0.0312092 | Time: 1528.74 ms [2022-03-19 17:19:53 main:574] : INFO : Epoch 1752 | loss: 0.0311997 | val_loss: 0.0312143 | Time: 1411.69 ms [2022-03-19 17:19:55 main:574] : INFO : Epoch 1753 | loss: 0.0311995 | val_loss: 0.031216 | Time: 1409.06 ms [2022-03-19 17:19:56 main:574] : INFO : Epoch 1754 | loss: 0.0311999 | val_loss: 0.0312107 | Time: 1405.34 ms [2022-03-19 17:19:57 main:574] : INFO : Epoch 1755 | loss: 0.0311975 | val_loss: 0.0312106 | Time: 1400.75 ms [2022-03-19 17:19:59 main:574] : INFO : Epoch 1756 | loss: 0.0311958 | val_loss: 0.0312093 | Time: 1406.66 ms [2022-03-19 17:20:01 main:574] : INFO : Epoch 1757 | loss: 0.0311972 | val_loss: 0.0312139 | Time: 1747.82 ms [2022-03-19 17:20:02 main:574] : INFO : Epoch 1758 | loss: 0.0311961 | val_loss: 0.0312091 | Time: 1439.69 ms [2022-03-19 17:20:03 main:574] : INFO : Epoch 1759 | loss: 0.0311988 | val_loss: 0.031221 | Time: 1405.28 ms [2022-03-19 17:20:05 main:574] : INFO : Epoch 1760 | loss: 0.0311979 | val_loss: 0.0312098 | Time: 1414.23 ms [2022-03-19 17:20:06 main:574] : INFO : Epoch 1761 | loss: 0.0311967 | val_loss: 0.0312124 | Time: 1409.95 ms [2022-03-19 17:20:08 main:574] : INFO : Epoch 1762 | loss: 0.0311955 | val_loss: 0.0312119 | Time: 1407.12 ms [2022-03-19 17:20:09 main:574] : INFO : Epoch 1763 | loss: 0.0311966 | val_loss: 0.0312093 | Time: 1410.42 ms [2022-03-19 17:20:11 main:574] : INFO : Epoch 1764 | loss: 0.0311974 | val_loss: 0.0312105 | Time: 1760.63 ms [2022-03-19 17:20:12 main:574] : INFO : Epoch 1765 | loss: 0.0311962 | val_loss: 0.0312119 | Time: 1430.44 ms [2022-03-19 17:20:14 main:574] : INFO : Epoch 1766 | loss: 0.0311963 | val_loss: 0.0312093 | Time: 1400.7 ms [2022-03-19 17:20:15 main:574] : INFO : Epoch 1767 | loss: 0.0311956 | val_loss: 0.0312115 | Time: 1397.53 ms [2022-03-19 17:20:17 main:574] : INFO : Epoch 1768 | loss: 0.0311957 | val_loss: 0.0312124 | Time: 1422.53 ms [2022-03-19 17:20:18 main:574] : INFO : Epoch 1769 | loss: 0.0311959 | val_loss: 0.0312098 | Time: 1403.24 ms [2022-03-19 17:20:19 main:574] : INFO : Epoch 1770 | loss: 0.0311974 | val_loss: 0.0312086 | Time: 1401.08 ms [2022-03-19 17:20:21 main:574] : INFO : Epoch 1771 | loss: 0.0311984 | val_loss: 0.0312107 | Time: 1725.17 ms [2022-03-19 17:20:23 main:574] : INFO : Epoch 1772 | loss: 0.031198 | val_loss: 0.0312125 | Time: 1409.25 ms [2022-03-19 17:20:24 main:574] : INFO : Epoch 1773 | loss: 0.0311985 | val_loss: 0.0312132 | Time: 1405.93 ms [2022-03-19 17:20:25 main:574] : INFO : Epoch 1774 | loss: 0.0311998 | val_loss: 0.0312221 | Time: 1412.94 ms [2022-03-19 17:20:27 main:574] : INFO : Epoch 1775 | loss: 0.0311991 | val_loss: 0.0312102 | Time: 1402.13 ms [2022-03-19 17:20:28 main:574] : INFO : Epoch 1776 | loss: 0.0311956 | val_loss: 0.0312091 | Time: 1407.09 ms [2022-03-19 17:20:30 main:574] : INFO : Epoch 1777 | loss: 0.0311957 | val_loss: 0.0312102 | Time: 1407.58 ms [2022-03-19 17:20:31 main:574] : INFO : Epoch 1778 | loss: 0.0311952 | val_loss: 0.031213 | Time: 1719.56 ms [2022-03-19 17:20:33 main:574] : INFO : Epoch 1779 | loss: 0.0311978 | val_loss: 0.0312136 | Time: 1406.99 ms [2022-03-19 17:20:34 main:574] : INFO : Epoch 1780 | loss: 0.0311958 | val_loss: 0.0312087 | Time: 1410.43 ms [2022-03-19 17:20:36 main:574] : INFO : Epoch 1781 | loss: 0.0311951 | val_loss: 0.0312126 | Time: 1411.1 ms [2022-03-19 17:20:37 main:574] : INFO : Epoch 1782 | loss: 0.0311971 | val_loss: 0.031213 | Time: 1408.97 ms [2022-03-19 17:20:38 main:574] : INFO : Epoch 1783 | loss: 0.0311976 | val_loss: 0.0312116 | Time: 1417.71 ms [2022-03-19 17:20:40 main:574] : INFO : Epoch 1784 | loss: 0.0311971 | val_loss: 0.0312143 | Time: 1515.61 ms [2022-03-19 17:20:42 main:574] : INFO : Epoch 1785 | loss: 0.0311958 | val_loss: 0.0312109 | Time: 1710.98 ms [2022-03-19 17:20:43 main:574] : INFO : Epoch 1786 | loss: 0.0311946 | val_loss: 0.0312108 | Time: 1399.21 ms [2022-03-19 17:20:44 main:574] : INFO : Epoch 1787 | loss: 0.0311965 | val_loss: 0.0312117 | Time: 1402.1 ms [2022-03-19 17:20:46 main:574] : INFO : Epoch 1788 | loss: 0.0311942 | val_loss: 0.0312127 | Time: 1409.32 ms [2022-03-19 17:20:47 main:574] : INFO : Epoch 1789 | loss: 0.0311956 | val_loss: 0.031218 | Time: 1406.83 ms [2022-03-19 17:20:49 main:574] : INFO : Epoch 1790 | loss: 0.0311973 | val_loss: 0.0312104 | Time: 1407.55 ms [2022-03-19 17:20:50 main:574] : INFO : Epoch 1791 | loss: 0.031196 | val_loss: 0.0312125 | Time: 1580.47 ms [2022-03-19 17:20:52 main:574] : INFO : Epoch 1792 | loss: 0.031195 | val_loss: 0.0312113 | Time: 1601.22 ms [2022-03-19 17:20:53 main:574] : INFO : Epoch 1793 | loss: 0.0311951 | val_loss: 0.0312124 | Time: 1425.23 ms [2022-03-19 17:20:55 main:574] : INFO : Epoch 1794 | loss: 0.0311961 | val_loss: 0.0312149 | Time: 1404.38 ms [2022-03-19 17:20:56 main:574] : INFO : Epoch 1795 | loss: 0.0311972 | val_loss: 0.0312105 | Time: 1407.29 ms [2022-03-19 17:20:58 main:574] : INFO : Epoch 1796 | loss: 0.0311998 | val_loss: 0.0312282 | Time: 1438.12 ms [2022-03-19 17:20:59 main:574] : INFO : Epoch 1797 | loss: 0.031202 | val_loss: 0.0312105 | Time: 1433.62 ms [2022-03-19 17:21:01 main:574] : INFO : Epoch 1798 | loss: 0.0311941 | val_loss: 0.031214 | Time: 1799.03 ms [2022-03-19 17:21:02 main:574] : INFO : Epoch 1799 | loss: 0.0311947 | val_loss: 0.0312091 | Time: 1428.16 ms [2022-03-19 17:21:04 main:574] : INFO : Epoch 1800 | loss: 0.0311951 | val_loss: 0.0312122 | Time: 1395.96 ms [2022-03-19 17:21:05 main:574] : INFO : Epoch 1801 | loss: 0.0311954 | val_loss: 0.0312189 | Time: 1401.63 ms [2022-03-19 17:21:06 main:574] : INFO : Epoch 1802 | loss: 0.031198 | val_loss: 0.0312165 | Time: 1408.06 ms [2022-03-19 17:21:08 main:574] : INFO : Epoch 1803 | loss: 0.0311952 | val_loss: 0.0312132 | Time: 1400.56 ms [2022-03-19 17:21:09 main:574] : INFO : Epoch 1804 | loss: 0.0311957 | val_loss: 0.0312137 | Time: 1406.87 ms [2022-03-19 17:21:11 main:574] : INFO : Epoch 1805 | loss: 0.031197 | val_loss: 0.0312121 | Time: 1736.56 ms [2022-03-19 17:21:12 main:574] : INFO : Epoch 1806 | loss: 0.0311953 | val_loss: 0.0312118 | Time: 1432.58 ms [2022-03-19 17:21:14 main:574] : INFO : Epoch 1807 | loss: 0.0311937 | val_loss: 0.0312116 | Time: 1398.94 ms [2022-03-19 17:21:15 main:574] : INFO : Epoch 1808 | loss: 0.0311949 | val_loss: 0.0312153 | Time: 1406.91 ms [2022-03-19 17:21:17 main:574] : INFO : Epoch 1809 | loss: 0.0311936 | val_loss: 0.0312121 | Time: 1420.41 ms [2022-03-19 17:21:18 main:574] : INFO : Epoch 1810 | loss: 0.0311934 | val_loss: 0.0312102 | Time: 1404.55 ms [2022-03-19 17:21:20 main:574] : INFO : Epoch 1811 | loss: 0.0311941 | val_loss: 0.0312122 | Time: 1469.78 ms [2022-03-19 17:21:21 main:574] : INFO : Epoch 1812 | loss: 0.0311943 | val_loss: 0.0312141 | Time: 1798.55 ms [2022-03-19 17:21:23 main:574] : INFO : Epoch 1813 | loss: 0.0311951 | val_loss: 0.0312144 | Time: 1417.58 ms [2022-03-19 17:21:24 main:574] : INFO : Epoch 1814 | loss: 0.0311955 | val_loss: 0.0312117 | Time: 1403.72 ms [2022-03-19 17:21:26 main:574] : INFO : Epoch 1815 | loss: 0.0311952 | val_loss: 0.031215 | Time: 1403.44 ms [2022-03-19 17:21:27 main:574] : INFO : Epoch 1816 | loss: 0.0311942 | val_loss: 0.031215 | Time: 1403.15 ms [2022-03-19 17:21:28 main:574] : INFO : Epoch 1817 | loss: 0.0311934 | val_loss: 0.0312132 | Time: 1407 ms [2022-03-19 17:21:30 main:574] : INFO : Epoch 1818 | loss: 0.0311935 | val_loss: 0.0312153 | Time: 1456.9 ms [2022-03-19 17:21:32 main:574] : INFO : Epoch 1819 | loss: 0.0311942 | val_loss: 0.0312141 | Time: 1751.88 ms [2022-03-19 17:21:33 main:574] : INFO : Epoch 1820 | loss: 0.0311958 | val_loss: 0.031211 | Time: 1407.04 ms [2022-03-19 17:21:34 main:574] : INFO : Epoch 1821 | loss: 0.0311941 | val_loss: 0.0312114 | Time: 1408.5 ms [2022-03-19 17:21:36 main:574] : INFO : Epoch 1822 | loss: 0.0311948 | val_loss: 0.0312104 | Time: 1403.12 ms [2022-03-19 17:21:37 main:574] : INFO : Epoch 1823 | loss: 0.0311934 | val_loss: 0.0312127 | Time: 1436.06 ms [2022-03-19 17:21:39 main:574] : INFO : Epoch 1824 | loss: 0.0311932 | val_loss: 0.0312131 | Time: 1419.2 ms [2022-03-19 17:21:40 main:574] : INFO : Epoch 1825 | loss: 0.0311927 | val_loss: 0.0312113 | Time: 1521.4 ms [2022-03-19 17:21:42 main:574] : INFO : Epoch 1826 | loss: 0.0311923 | val_loss: 0.0312104 | Time: 1588.73 ms [2022-03-19 17:21:43 main:574] : INFO : Epoch 1827 | loss: 0.031192 | val_loss: 0.0312086 | Time: 1403.32 ms [2022-03-19 17:21:45 main:574] : INFO : Epoch 1828 | loss: 0.0311938 | val_loss: 0.0312126 | Time: 1408.44 ms [2022-03-19 17:21:46 main:574] : INFO : Epoch 1829 | loss: 0.0311947 | val_loss: 0.0312106 | Time: 1411.28 ms [2022-03-19 17:21:48 main:574] : INFO : Epoch 1830 | loss: 0.0311967 | val_loss: 0.0312116 | Time: 1405.71 ms [2022-03-19 17:21:49 main:574] : INFO : Epoch 1831 | loss: 0.031194 | val_loss: 0.0312129 | Time: 1401.18 ms [2022-03-19 17:21:51 main:574] : INFO : Epoch 1832 | loss: 0.0311933 | val_loss: 0.0312142 | Time: 1686.57 ms [2022-03-19 17:21:52 main:574] : INFO : Epoch 1833 | loss: 0.0311934 | val_loss: 0.0312118 | Time: 1496.03 ms [2022-03-19 17:21:54 main:574] : INFO : Epoch 1834 | loss: 0.0311955 | val_loss: 0.0312138 | Time: 1412.33 ms [2022-03-19 17:21:55 main:574] : INFO : Epoch 1835 | loss: 0.0311951 | val_loss: 0.0312111 | Time: 1405.99 ms [2022-03-19 17:21:56 main:574] : INFO : Epoch 1836 | loss: 0.0311981 | val_loss: 0.0312114 | Time: 1403.64 ms [2022-03-19 17:21:58 main:574] : INFO : Epoch 1837 | loss: 0.0311963 | val_loss: 0.0312143 | Time: 1400.19 ms [2022-03-19 17:21:59 main:574] : INFO : Epoch 1838 | loss: 0.0311949 | val_loss: 0.0312143 | Time: 1408.46 ms [2022-03-19 17:22:01 main:574] : INFO : Epoch 1839 | loss: 0.0311935 | val_loss: 0.0312125 | Time: 1697.36 ms [2022-03-19 17:22:02 main:574] : INFO : Epoch 1840 | loss: 0.0311927 | val_loss: 0.0312128 | Time: 1434.35 ms [2022-03-19 17:22:04 main:574] : INFO : Epoch 1841 | loss: 0.0311931 | val_loss: 0.0312119 | Time: 1402.88 ms [2022-03-19 17:22:05 main:574] : INFO : Epoch 1842 | loss: 0.031193 | val_loss: 0.0312113 | Time: 1405.48 ms [2022-03-19 17:22:07 main:574] : INFO : Epoch 1843 | loss: 0.0311943 | val_loss: 0.0312117 | Time: 1403.07 ms [2022-03-19 17:22:08 main:574] : INFO : Epoch 1844 | loss: 0.0311981 | val_loss: 0.0312107 | Time: 1403.14 ms [2022-03-19 17:22:09 main:574] : INFO : Epoch 1845 | loss: 0.031205 | val_loss: 0.0312194 | Time: 1401.34 ms [2022-03-19 17:22:11 main:574] : INFO : Epoch 1846 | loss: 0.0312068 | val_loss: 0.0312123 | Time: 1722.47 ms [2022-03-19 17:22:12 main:574] : INFO : Epoch 1847 | loss: 0.0312015 | val_loss: 0.0312159 | Time: 1413.39 ms [2022-03-19 17:22:14 main:574] : INFO : Epoch 1848 | loss: 0.0312005 | val_loss: 0.0312074 | Time: 1400.64 ms [2022-03-19 17:22:15 main:574] : INFO : Epoch 1849 | loss: 0.0311974 | val_loss: 0.0312147 | Time: 1402.3 ms [2022-03-19 17:22:17 main:574] : INFO : Epoch 1850 | loss: 0.0312011 | val_loss: 0.031208 | Time: 1421.61 ms [2022-03-19 17:22:18 main:574] : INFO : Epoch 1851 | loss: 0.0312066 | val_loss: 0.0312168 | Time: 1402.04 ms [2022-03-19 17:22:20 main:574] : INFO : Epoch 1852 | loss: 0.0312023 | val_loss: 0.0312137 | Time: 1417.77 ms [2022-03-19 17:22:21 main:574] : INFO : Epoch 1853 | loss: 0.0311984 | val_loss: 0.031208 | Time: 1751.31 ms [2022-03-19 17:22:23 main:574] : INFO : Epoch 1854 | loss: 0.0311966 | val_loss: 0.031208 | Time: 1411.03 ms [2022-03-19 17:22:24 main:574] : INFO : Epoch 1855 | loss: 0.0311958 | val_loss: 0.0312086 | Time: 1400.04 ms [2022-03-19 17:22:26 main:574] : INFO : Epoch 1856 | loss: 0.031196 | val_loss: 0.0312114 | Time: 1402.39 ms [2022-03-19 17:22:27 main:574] : INFO : Epoch 1857 | loss: 0.0311964 | val_loss: 0.0312072 | Time: 1400.68 ms [2022-03-19 17:22:28 main:574] : INFO : Epoch 1858 | loss: 0.0311961 | val_loss: 0.0312077 | Time: 1410.3 ms [2022-03-19 17:22:30 main:574] : INFO : Epoch 1859 | loss: 0.0311976 | val_loss: 0.0312176 | Time: 1399.94 ms [2022-03-19 17:22:31 main:574] : INFO : Epoch 1860 | loss: 0.0311966 | val_loss: 0.0312088 | Time: 1669.79 ms [2022-03-19 17:22:33 main:574] : INFO : Epoch 1861 | loss: 0.0311959 | val_loss: 0.0312096 | Time: 1406.96 ms [2022-03-19 17:22:34 main:574] : INFO : Epoch 1862 | loss: 0.0311952 | val_loss: 0.0312073 | Time: 1401.29 ms [2022-03-19 17:22:36 main:574] : INFO : Epoch 1863 | loss: 0.0311992 | val_loss: 0.0312067 | Time: 1410.09 ms [2022-03-19 17:22:37 main:574] : INFO : Epoch 1864 | loss: 0.0311949 | val_loss: 0.0312083 | Time: 1399.39 ms [2022-03-19 17:22:39 main:574] : INFO : Epoch 1865 | loss: 0.0311944 | val_loss: 0.0312155 | Time: 1436.79 ms [2022-03-19 17:22:40 main:574] : INFO : Epoch 1866 | loss: 0.0311965 | val_loss: 0.0312067 | Time: 1443.32 ms [2022-03-19 17:22:42 main:574] : INFO : Epoch 1867 | loss: 0.0311964 | val_loss: 0.0312096 | Time: 1668.35 ms [2022-03-19 17:22:43 main:574] : INFO : Epoch 1868 | loss: 0.0311948 | val_loss: 0.0312095 | Time: 1409.62 ms [2022-03-19 17:22:44 main:574] : INFO : Epoch 1869 | loss: 0.0311955 | val_loss: 0.0312068 | Time: 1421.03 ms [2022-03-19 17:22:46 main:574] : INFO : Epoch 1870 | loss: 0.0311936 | val_loss: 0.0312095 | Time: 1408.96 ms [2022-03-19 17:22:47 main:574] : INFO : Epoch 1871 | loss: 0.0311935 | val_loss: 0.0312076 | Time: 1404.73 ms [2022-03-19 17:22:49 main:574] : INFO : Epoch 1872 | loss: 0.0311931 | val_loss: 0.0312088 | Time: 1402.41 ms [2022-03-19 17:22:50 main:574] : INFO : Epoch 1873 | loss: 0.0311928 | val_loss: 0.0312145 | Time: 1536.68 ms [2022-03-19 17:22:52 main:574] : INFO : Epoch 1874 | loss: 0.0311994 | val_loss: 0.0312088 | Time: 1658.71 ms [2022-03-19 17:22:53 main:574] : INFO : Epoch 1875 | loss: 0.0311996 | val_loss: 0.0312193 | Time: 1457.39 ms [2022-03-19 17:22:55 main:574] : INFO : Epoch 1876 | loss: 0.0311982 | val_loss: 0.0312089 | Time: 1406.58 ms [2022-03-19 17:22:56 main:574] : INFO : Epoch 1877 | loss: 0.0311921 | val_loss: 0.0312089 | Time: 1403.67 ms [2022-03-19 17:22:58 main:574] : INFO : Epoch 1878 | loss: 0.0311933 | val_loss: 0.031209 | Time: 1404.49 ms [2022-03-19 17:22:59 main:574] : INFO : Epoch 1879 | loss: 0.0311931 | val_loss: 0.0312097 | Time: 1399.03 ms [2022-03-19 17:23:01 main:574] : INFO : Epoch 1880 | loss: 0.0311929 | val_loss: 0.0312069 | Time: 1759.59 ms [2022-03-19 17:23:02 main:574] : INFO : Epoch 1881 | loss: 0.0311948 | val_loss: 0.0312142 | Time: 1462.72 ms [2022-03-19 17:23:04 main:574] : INFO : Epoch 1882 | loss: 0.0311974 | val_loss: 0.0312086 | Time: 1407.28 ms [2022-03-19 17:23:05 main:574] : INFO : Epoch 1883 | loss: 0.0311954 | val_loss: 0.0312108 | Time: 1404.4 ms [2022-03-19 17:23:06 main:574] : INFO : Epoch 1884 | loss: 0.0311952 | val_loss: 0.0312085 | Time: 1401.35 ms [2022-03-19 17:23:08 main:574] : INFO : Epoch 1885 | loss: 0.0311943 | val_loss: 0.0312104 | Time: 1411.93 ms [2022-03-19 17:23:09 main:574] : INFO : Epoch 1886 | loss: 0.0311922 | val_loss: 0.0312101 | Time: 1411.78 ms [2022-03-19 17:23:11 main:574] : INFO : Epoch 1887 | loss: 0.0311926 | val_loss: 0.0312098 | Time: 1740.75 ms [2022-03-19 17:23:12 main:574] : INFO : Epoch 1888 | loss: 0.0311956 | val_loss: 0.0312096 | Time: 1430.19 ms [2022-03-19 17:23:14 main:574] : INFO : Epoch 1889 | loss: 0.0311941 | val_loss: 0.031207 | Time: 1404.13 ms [2022-03-19 17:23:15 main:574] : INFO : Epoch 1890 | loss: 0.0311964 | val_loss: 0.0312231 | Time: 1405.77 ms [2022-03-19 17:23:17 main:574] : INFO : Epoch 1891 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 1427.19 ms [2022-03-19 17:23:18 main:574] : INFO : Epoch 1892 | loss: 0.0311973 | val_loss: 0.0312081 | Time: 1408.86 ms [2022-03-19 17:23:20 main:574] : INFO : Epoch 1893 | loss: 0.0311968 | val_loss: 0.0312095 | Time: 1402.44 ms [2022-03-19 17:23:21 main:574] : INFO : Epoch 1894 | loss: 0.0311965 | val_loss: 0.0312231 | Time: 1694.68 ms [2022-03-19 17:23:23 main:574] : INFO : Epoch 1895 | loss: 0.0311969 | val_loss: 0.0312113 | Time: 1434.29 ms [2022-03-19 17:23:24 main:574] : INFO : Epoch 1896 | loss: 0.0311935 | val_loss: 0.0312103 | Time: 1416.26 ms [2022-03-19 17:23:26 main:574] : INFO : Epoch 1897 | loss: 0.031193 | val_loss: 0.0312104 | Time: 1414.94 ms [2022-03-19 17:23:27 main:574] : INFO : Epoch 1898 | loss: 0.0311952 | val_loss: 0.0312099 | Time: 1410.83 ms [2022-03-19 17:23:28 main:574] : INFO : Epoch 1899 | loss: 0.0311935 | val_loss: 0.0312131 | Time: 1403.08 ms [2022-03-19 17:23:30 main:574] : INFO : Epoch 1900 | loss: 0.031193 | val_loss: 0.0312087 | Time: 1402.57 ms [2022-03-19 17:23:32 main:574] : INFO : Epoch 1901 | loss: 0.0311916 | val_loss: 0.0312105 | Time: 1808.59 ms [2022-03-19 17:23:33 main:574] : INFO : Epoch 1902 | loss: 0.0311946 | val_loss: 0.0312109 | Time: 1412.52 ms [2022-03-19 17:23:34 main:574] : INFO : Epoch 1903 | loss: 0.0311944 | val_loss: 0.0312125 | Time: 1407.97 ms [2022-03-19 17:23:36 main:574] : INFO : Epoch 1904 | loss: 0.0311937 | val_loss: 0.0312203 | Time: 1401.89 ms [2022-03-19 17:23:37 main:574] : INFO : Epoch 1905 | loss: 0.0311938 | val_loss: 0.0312131 | Time: 1398.68 ms [2022-03-19 17:23:39 main:574] : INFO : Epoch 1906 | loss: 0.0311947 | val_loss: 0.031209 | Time: 1427.67 ms [2022-03-19 17:23:40 main:574] : INFO : Epoch 1907 | loss: 0.0311957 | val_loss: 0.0312122 | Time: 1445.95 ms [2022-03-19 17:23:42 main:574] : INFO : Epoch 1908 | loss: 0.0311967 | val_loss: 0.0312096 | Time: 1670.92 ms [2022-03-19 17:23:43 main:574] : INFO : Epoch 1909 | loss: 0.0311949 | val_loss: 0.0312114 | Time: 1409.82 ms [2022-03-19 17:23:45 main:574] : INFO : Epoch 1910 | loss: 0.0311949 | val_loss: 0.0312127 | Time: 1399.77 ms [2022-03-19 17:23:46 main:574] : INFO : Epoch 1911 | loss: 0.0311947 | val_loss: 0.0312104 | Time: 1405.48 ms [2022-03-19 17:23:47 main:574] : INFO : Epoch 1912 | loss: 0.0311939 | val_loss: 0.031213 | Time: 1405.32 ms [2022-03-19 17:23:49 main:574] : INFO : Epoch 1913 | loss: 0.0311928 | val_loss: 0.0312135 | Time: 1403.77 ms [2022-03-19 17:23:50 main:574] : INFO : Epoch 1914 | loss: 0.0311938 | val_loss: 0.0312106 | Time: 1526.36 ms [2022-03-19 17:23:52 main:574] : INFO : Epoch 1915 | loss: 0.0311922 | val_loss: 0.0312112 | Time: 1697.34 ms [2022-03-19 17:23:53 main:574] : INFO : Epoch 1916 | loss: 0.0311938 | val_loss: 0.0312134 | Time: 1404.2 ms [2022-03-19 17:23:55 main:574] : INFO : Epoch 1917 | loss: 0.0311938 | val_loss: 0.031209 | Time: 1406.86 ms [2022-03-19 17:23:56 main:574] : INFO : Epoch 1918 | loss: 0.0311999 | val_loss: 0.0312083 | Time: 1402.21 ms [2022-03-19 17:23:58 main:574] : INFO : Epoch 1919 | loss: 0.0311997 | val_loss: 0.0312086 | Time: 1404.05 ms [2022-03-19 17:23:59 main:574] : INFO : Epoch 1920 | loss: 0.0311981 | val_loss: 0.0312087 | Time: 1403.75 ms [2022-03-19 17:24:01 main:574] : INFO : Epoch 1921 | loss: 0.0311966 | val_loss: 0.0312122 | Time: 1560.54 ms [2022-03-19 17:24:02 main:574] : INFO : Epoch 1922 | loss: 0.031197 | val_loss: 0.0312124 | Time: 1564.96 ms [2022-03-19 17:24:04 main:574] : INFO : Epoch 1923 | loss: 0.0311968 | val_loss: 0.0312152 | Time: 1415.05 ms [2022-03-19 17:24:05 main:574] : INFO : Epoch 1924 | loss: 0.0311955 | val_loss: 0.0312154 | Time: 1404.06 ms [2022-03-19 17:24:06 main:574] : INFO : Epoch 1925 | loss: 0.031196 | val_loss: 0.0312099 | Time: 1405.04 ms [2022-03-19 17:24:08 main:574] : INFO : Epoch 1926 | loss: 0.0311972 | val_loss: 0.0312102 | Time: 1405.95 ms [2022-03-19 17:24:09 main:574] : INFO : Epoch 1927 | loss: 0.0311986 | val_loss: 0.0312069 | Time: 1408.3 ms [2022-03-19 17:24:11 main:574] : INFO : Epoch 1928 | loss: 0.0311979 | val_loss: 0.0312078 | Time: 1618.33 ms [2022-03-19 17:24:12 main:574] : INFO : Epoch 1929 | loss: 0.0311979 | val_loss: 0.0312072 | Time: 1505.76 ms [2022-03-19 17:24:14 main:574] : INFO : Epoch 1930 | loss: 0.0311974 | val_loss: 0.0312072 | Time: 1413.52 ms [2022-03-19 17:24:15 main:574] : INFO : Epoch 1931 | loss: 0.0312132 | val_loss: 0.0312318 | Time: 1402.15 ms [2022-03-19 17:24:17 main:574] : INFO : Epoch 1932 | loss: 0.03127 | val_loss: 0.031382 | Time: 1404.33 ms [2022-03-19 17:24:18 main:574] : INFO : Epoch 1933 | loss: 0.0345656 | val_loss: 0.0361745 | Time: 1405.85 ms [2022-03-19 17:24:19 main:574] : INFO : Epoch 1934 | loss: 0.0328561 | val_loss: 0.0316036 | Time: 1404.68 ms [2022-03-19 17:24:21 main:574] : INFO : Epoch 1935 | loss: 0.0314425 | val_loss: 0.0312988 | Time: 1763.66 ms [2022-03-19 17:24:23 main:574] : INFO : Epoch 1936 | loss: 0.0312725 | val_loss: 0.0312513 | Time: 1421.11 ms [2022-03-19 17:24:24 main:574] : INFO : Epoch 1937 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 1396.33 ms [2022-03-19 17:24:25 main:574] : INFO : Epoch 1938 | loss: 0.0312357 | val_loss: 0.0312355 | Time: 1398.17 ms [2022-03-19 17:24:27 main:574] : INFO : Epoch 1939 | loss: 0.0312315 | val_loss: 0.0312318 | Time: 1404.56 ms [2022-03-19 17:24:28 main:574] : INFO : Epoch 1940 | loss: 0.0312277 | val_loss: 0.0312287 | Time: 1406.52 ms [2022-03-19 17:24:30 main:574] : INFO : Epoch 1941 | loss: 0.0312242 | val_loss: 0.031225 | Time: 1417.72 ms [2022-03-19 17:24:31 main:574] : INFO : Epoch 1942 | loss: 0.0312214 | val_loss: 0.0312229 | Time: 1695.03 ms [2022-03-19 17:24:33 main:574] : INFO : Epoch 1943 | loss: 0.0312176 | val_loss: 0.0312202 | Time: 1415.58 ms [2022-03-19 17:24:34 main:574] : INFO : Epoch 1944 | loss: 0.0312145 | val_loss: 0.0312173 | Time: 1400.75 ms [2022-03-19 17:24:36 main:574] : INFO : Epoch 1945 | loss: 0.0312134 | val_loss: 0.0312149 | Time: 1406.11 ms [2022-03-19 17:24:37 main:574] : INFO : Epoch 1946 | loss: 0.0312106 | val_loss: 0.0312139 | Time: 1399.59 ms [2022-03-19 17:24:38 main:574] : INFO : Epoch 1947 | loss: 0.0312092 | val_loss: 0.0312129 | Time: 1407.48 ms [2022-03-19 17:24:40 main:574] : INFO : Epoch 1948 | loss: 0.0312082 | val_loss: 0.0312116 | Time: 1406.84 ms [2022-03-19 17:24:42 main:574] : INFO : Epoch 1949 | loss: 0.0312083 | val_loss: 0.0312114 | Time: 1782.39 ms [2022-03-19 17:24:43 main:574] : INFO : Epoch 1950 | loss: 0.031207 | val_loss: 0.0312104 | Time: 1415.61 ms [2022-03-19 17:24:44 main:574] : INFO : Epoch 1951 | loss: 0.0312061 | val_loss: 0.0312106 | Time: 1401.61 ms [2022-03-19 17:24:46 main:574] : INFO : Epoch 1952 | loss: 0.0312064 | val_loss: 0.03121 | Time: 1403.51 ms [2022-03-19 17:24:47 main:574] : INFO : Epoch 1953 | loss: 0.0312052 | val_loss: 0.031209 | Time: 1404.9 ms [2022-03-19 17:24:49 main:574] : INFO : Epoch 1954 | loss: 0.0312052 | val_loss: 0.0312094 | Time: 1402.49 ms [2022-03-19 17:24:50 main:574] : INFO : Epoch 1955 | loss: 0.0312059 | val_loss: 0.0312093 | Time: 1423.15 ms [2022-03-19 17:24:52 main:574] : INFO : Epoch 1956 | loss: 0.0312048 | val_loss: 0.0312083 | Time: 1744.07 ms [2022-03-19 17:24:53 main:574] : INFO : Epoch 1957 | loss: 0.0312043 | val_loss: 0.0312082 | Time: 1412.29 ms [2022-03-19 17:24:55 main:574] : INFO : Epoch 1958 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 1403.79 ms [2022-03-19 17:24:56 main:574] : INFO : Epoch 1959 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 1406.16 ms [2022-03-19 17:24:58 main:574] : INFO : Epoch 1960 | loss: 0.0312035 | val_loss: 0.0312081 | Time: 1404.74 ms [2022-03-19 17:24:59 main:574] : INFO : Epoch 1961 | loss: 0.0312038 | val_loss: 0.0312091 | Time: 1407.78 ms [2022-03-19 17:25:00 main:574] : INFO : Epoch 1962 | loss: 0.0312034 | val_loss: 0.031208 | Time: 1477.64 ms [2022-03-19 17:25:02 main:574] : INFO : Epoch 1963 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1633.55 ms [2022-03-19 17:25:03 main:574] : INFO : Epoch 1964 | loss: 0.0312034 | val_loss: 0.0312109 | Time: 1420.11 ms [2022-03-19 17:25:05 main:574] : INFO : Epoch 1965 | loss: 0.0312052 | val_loss: 0.0312085 | Time: 1403.36 ms [2022-03-19 17:25:06 main:574] : INFO : Epoch 1966 | loss: 0.0312032 | val_loss: 0.031207 | Time: 1402.76 ms [2022-03-19 17:25:08 main:574] : INFO : Epoch 1967 | loss: 0.0312024 | val_loss: 0.0312074 | Time: 1412.18 ms [2022-03-19 17:25:09 main:574] : INFO : Epoch 1968 | loss: 0.0312023 | val_loss: 0.0312068 | Time: 1530.72 ms [2022-03-19 17:25:12 main:574] : INFO : Epoch 1969 | loss: 0.0312021 | val_loss: 0.0312072 | Time: 2300.75 ms [2022-03-19 17:25:13 main:574] : INFO : Epoch 1970 | loss: 0.0312017 | val_loss: 0.0312073 | Time: 1522.14 ms [2022-03-19 17:25:15 main:574] : INFO : Epoch 1971 | loss: 0.0312023 | val_loss: 0.0312071 | Time: 1479.21 ms [2022-03-19 17:25:16 main:574] : INFO : Epoch 1972 | loss: 0.031203 | val_loss: 0.0312072 | Time: 1367.82 ms [2022-03-19 17:25:17 main:574] : INFO : Epoch 1973 | loss: 0.0312018 | val_loss: 0.0312071 | Time: 1464.78 ms [2022-03-19 17:25:19 main:574] : INFO : Epoch 1974 | loss: 0.0312026 | val_loss: 0.0312074 | Time: 1350.31 ms [2022-03-19 17:25:20 main:574] : INFO : Epoch 1975 | loss: 0.0312031 | val_loss: 0.0312098 | Time: 1360.17 ms [2022-03-19 17:25:22 main:574] : INFO : Epoch 1976 | loss: 0.0312031 | val_loss: 0.0312094 | Time: 1831.61 ms [2022-03-19 17:25:23 main:574] : INFO : Epoch 1977 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 1418.23 ms [2022-03-19 17:25:25 main:574] : INFO : Epoch 1978 | loss: 0.0312029 | val_loss: 0.0312073 | Time: 1482.66 ms [2022-03-19 17:25:26 main:574] : INFO : Epoch 1979 | loss: 0.031201 | val_loss: 0.0312065 | Time: 1371.55 ms [2022-03-19 17:25:28 main:574] : INFO : Epoch 1980 | loss: 0.0312011 | val_loss: 0.0312066 | Time: 1562.44 ms [2022-03-19 17:25:29 main:574] : INFO : Epoch 1981 | loss: 0.0312009 | val_loss: 0.031207 | Time: 1429.82 ms [2022-03-19 17:25:31 main:574] : INFO : Epoch 1982 | loss: 0.0312014 | val_loss: 0.0312075 | Time: 1811.95 ms [2022-03-19 17:25:33 main:574] : INFO : Epoch 1983 | loss: 0.0312016 | val_loss: 0.0312075 | Time: 1606.1 ms [2022-03-19 17:25:34 main:574] : INFO : Epoch 1984 | loss: 0.0312009 | val_loss: 0.0312097 | Time: 1396.31 ms [2022-03-19 17:25:35 main:574] : INFO : Epoch 1985 | loss: 0.0312015 | val_loss: 0.0312077 | Time: 1445.15 ms [2022-03-19 17:25:37 main:574] : INFO : Epoch 1986 | loss: 0.0312009 | val_loss: 0.0312061 | Time: 1503.56 ms [2022-03-19 17:25:38 main:574] : INFO : Epoch 1987 | loss: 0.0312001 | val_loss: 0.0312062 | Time: 1412.4 ms [2022-03-19 17:25:40 main:574] : INFO : Epoch 1988 | loss: 0.0311999 | val_loss: 0.0312059 | Time: 1446.44 ms [2022-03-19 17:25:42 main:574] : INFO : Epoch 1989 | loss: 0.0312002 | val_loss: 0.0312063 | Time: 1799.12 ms [2022-03-19 17:25:43 main:574] : INFO : Epoch 1990 | loss: 0.0311999 | val_loss: 0.0312075 | Time: 1459.96 ms [2022-03-19 17:25:45 main:574] : INFO : Epoch 1991 | loss: 0.0312002 | val_loss: 0.0312063 | Time: 1402.56 ms [2022-03-19 17:25:46 main:574] : INFO : Epoch 1992 | loss: 0.0312002 | val_loss: 0.031209 | Time: 1380.32 ms [2022-03-19 17:25:47 main:574] : INFO : Epoch 1993 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 1387.36 ms [2022-03-19 17:25:49 main:574] : INFO : Epoch 1994 | loss: 0.0311998 | val_loss: 0.0312077 | Time: 1378.65 ms [2022-03-19 17:25:50 main:574] : INFO : Epoch 1995 | loss: 0.0311996 | val_loss: 0.0312074 | Time: 1380.16 ms [2022-03-19 17:25:52 main:574] : INFO : Epoch 1996 | loss: 0.0311996 | val_loss: 0.0312073 | Time: 1764.37 ms [2022-03-19 17:25:53 main:574] : INFO : Epoch 1997 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 1386.87 ms [2022-03-19 17:25:55 main:574] : INFO : Epoch 1998 | loss: 0.031199 | val_loss: 0.0312064 | Time: 1388.85 ms [2022-03-19 17:25:56 main:574] : INFO : Epoch 1999 | loss: 0.0311991 | val_loss: 0.0312062 | Time: 1382.8 ms [2022-03-19 17:25:57 main:574] : INFO : Epoch 2000 | loss: 0.0312003 | val_loss: 0.0312074 | Time: 1382.52 ms [2022-03-19 17:25:59 main:574] : INFO : Epoch 2001 | loss: 0.0312003 | val_loss: 0.0312073 | Time: 1373.16 ms [2022-03-19 17:26:00 main:574] : INFO : Epoch 2002 | loss: 0.0312002 | val_loss: 0.0312105 | Time: 1401.57 ms [2022-03-19 17:26:02 main:574] : INFO : Epoch 2003 | loss: 0.0311996 | val_loss: 0.0312083 | Time: 1709.68 ms [2022-03-19 17:26:03 main:574] : INFO : Epoch 2004 | loss: 0.0311995 | val_loss: 0.0312067 | Time: 1385.64 ms [2022-03-19 17:26:05 main:574] : INFO : Epoch 2005 | loss: 0.0311987 | val_loss: 0.0312065 | Time: 1379.78 ms [2022-03-19 17:26:06 main:574] : INFO : Epoch 2006 | loss: 0.0311983 | val_loss: 0.0312062 | Time: 1390.72 ms [2022-03-19 17:26:07 main:574] : INFO : Epoch 2007 | loss: 0.0311995 | val_loss: 0.0312105 | Time: 1372.53 ms [2022-03-19 17:26:09 main:574] : INFO : Epoch 2008 | loss: 0.0312002 | val_loss: 0.0312068 | Time: 1375.34 ms [2022-03-19 17:26:10 main:574] : INFO : Epoch 2009 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 1450.65 ms [2022-03-19 17:26:12 main:574] : INFO : Epoch 2010 | loss: 0.0311983 | val_loss: 0.031206 | Time: 1709.89 ms [2022-03-19 17:26:13 main:574] : INFO : Epoch 2011 | loss: 0.0311983 | val_loss: 0.0312064 | Time: 1381.64 ms [2022-03-19 17:26:15 main:574] : INFO : Epoch 2012 | loss: 0.0311987 | val_loss: 0.0312069 | Time: 1377.89 ms [2022-03-19 17:26:16 main:574] : INFO : Epoch 2013 | loss: 0.0311999 | val_loss: 0.0312075 | Time: 1377.44 ms [2022-03-19 17:26:18 main:574] : INFO : Epoch 2014 | loss: 0.0311995 | val_loss: 0.0312082 | Time: 1380.05 ms [2022-03-19 17:26:19 main:574] : INFO : Epoch 2015 | loss: 0.0311983 | val_loss: 0.0312061 | Time: 1395.82 ms [2022-03-19 17:26:20 main:574] : INFO : Epoch 2016 | loss: 0.0311988 | val_loss: 0.0312072 | Time: 1445.98 ms [2022-03-19 17:26:22 main:574] : INFO : Epoch 2017 | loss: 0.0311994 | val_loss: 0.031207 | Time: 1670.95 ms [2022-03-19 17:26:24 main:574] : INFO : Epoch 2018 | loss: 0.0311979 | val_loss: 0.0312085 | Time: 1384.53 ms [2022-03-19 17:26:25 main:574] : INFO : Epoch 2019 | loss: 0.0311985 | val_loss: 0.031206 | Time: 1372.65 ms [2022-03-19 17:26:26 main:574] : INFO : Epoch 2020 | loss: 0.0312017 | val_loss: 0.0312106 | Time: 1381.42 ms [2022-03-19 17:26:28 main:574] : INFO : Epoch 2021 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 1386.83 ms [2022-03-19 17:26:29 main:574] : INFO : Epoch 2022 | loss: 0.031198 | val_loss: 0.031208 | Time: 1380.5 ms [2022-03-19 17:26:31 main:574] : INFO : Epoch 2023 | loss: 0.0311974 | val_loss: 0.0312061 | Time: 1509.19 ms [2022-03-19 17:26:32 main:574] : INFO : Epoch 2024 | loss: 0.0311978 | val_loss: 0.0312072 | Time: 1649.24 ms [2022-03-19 17:26:34 main:574] : INFO : Epoch 2025 | loss: 0.0311972 | val_loss: 0.0312064 | Time: 1385.69 ms [2022-03-19 17:26:35 main:574] : INFO : Epoch 2026 | loss: 0.0311974 | val_loss: 0.0312085 | Time: 1373.27 ms [2022-03-19 17:26:36 main:574] : INFO : Epoch 2027 | loss: 0.0311977 | val_loss: 0.0312066 | Time: 1374.05 ms [2022-03-19 17:26:38 main:574] : INFO : Epoch 2028 | loss: 0.0311985 | val_loss: 0.031206 | Time: 1378.23 ms [2022-03-19 17:26:39 main:574] : INFO : Epoch 2029 | loss: 0.0311996 | val_loss: 0.0312067 | Time: 1410.34 ms [2022-03-19 17:26:41 main:574] : INFO : Epoch 2030 | loss: 0.0311978 | val_loss: 0.0312068 | Time: 1488.11 ms [2022-03-19 17:26:42 main:574] : INFO : Epoch 2031 | loss: 0.0311999 | val_loss: 0.0312071 | Time: 1635.06 ms [2022-03-19 17:26:44 main:574] : INFO : Epoch 2032 | loss: 0.0312012 | val_loss: 0.0312061 | Time: 1376.38 ms [2022-03-19 17:26:45 main:574] : INFO : Epoch 2033 | loss: 0.0311993 | val_loss: 0.0312068 | Time: 1378.32 ms [2022-03-19 17:26:46 main:574] : INFO : Epoch 2034 | loss: 0.0311975 | val_loss: 0.0312074 | Time: 1382.08 ms [2022-03-19 17:26:48 main:574] : INFO : Epoch 2035 | loss: 0.0311967 | val_loss: 0.0312068 | Time: 1386.86 ms [2022-03-19 17:26:49 main:574] : INFO : Epoch 2036 | loss: 0.0311976 | val_loss: 0.0312064 | Time: 1384.6 ms [2022-03-19 17:26:51 main:574] : INFO : Epoch 2037 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 1470.75 ms [2022-03-19 17:26:52 main:574] : INFO : Epoch 2038 | loss: 0.0311982 | val_loss: 0.0312078 | Time: 1590.26 ms [2022-03-19 17:26:54 main:574] : INFO : Epoch 2039 | loss: 0.0311972 | val_loss: 0.0312076 | Time: 1387.97 ms [2022-03-19 17:26:55 main:574] : INFO : Epoch 2040 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 1387.19 ms [2022-03-19 17:26:57 main:574] : INFO : Epoch 2041 | loss: 0.0311989 | val_loss: 0.0312065 | Time: 1372.95 ms [2022-03-19 17:26:58 main:574] : INFO : Epoch 2042 | loss: 0.0311989 | val_loss: 0.0312066 | Time: 1374.36 ms [2022-03-19 17:26:59 main:574] : INFO : Epoch 2043 | loss: 0.0311977 | val_loss: 0.0312074 | Time: 1374.79 ms [2022-03-19 17:27:01 main:574] : INFO : Epoch 2044 | loss: 0.0311988 | val_loss: 0.0312111 | Time: 1627.18 ms [2022-03-19 17:27:03 main:574] : INFO : Epoch 2045 | loss: 0.031198 | val_loss: 0.0312079 | Time: 1597.27 ms [2022-03-19 17:27:04 main:574] : INFO : Epoch 2046 | loss: 0.0311989 | val_loss: 0.0312114 | Time: 1377.95 ms [2022-03-19 17:27:05 main:574] : INFO : Epoch 2047 | loss: 0.0311988 | val_loss: 0.0312133 | Time: 1375.82 ms [2022-03-19 17:27:07 main:574] : INFO : Epoch 2048 | loss: 0.0311991 | val_loss: 0.0312121 | Time: 1376.95 ms [2022-03-19 17:27:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312121 [2022-03-19 17:27:07 main:603] : INFO : Saving end state to config to file [2022-03-19 17:27:07 main:608] : INFO : Success, exiting.. 17:27:07 (7588): 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)