Task 11758239
| Name | ParityModified-1639959818-3178-3-0_1 |
| Workunit | 8649933 |
| Created | 19 Feb 2022, 13:54:47 UTC |
| Sent | 19 Feb 2022, 16:46:37 UTC |
| Report deadline | 27 Feb 2022, 16:46:37 UTC |
| Received | 19 Feb 2022, 23:13:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 17 min 48 sec |
| CPU time | 4 hours 1 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-19 23:16:37 main:574] : INFO : Epoch 1542 | loss: 0.0310974 | val_loss: 0.0311585 | Time: 6702.7 ms [2022-02-19 23:16:44 main:574] : INFO : Epoch 1543 | loss: 0.0310823 | val_loss: 0.031155 | Time: 6669.29 ms [2022-02-19 23:16:51 main:574] : INFO : Epoch 1544 | loss: 0.0310838 | val_loss: 0.0311468 | Time: 6604.8 ms [2022-02-19 23:16:57 main:574] : INFO : Epoch 1545 | loss: 0.0310884 | val_loss: 0.031153 | Time: 6755.09 ms [2022-02-19 23:17:04 main:574] : INFO : Epoch 1546 | loss: 0.0310886 | val_loss: 0.031159 | Time: 6687.83 ms [2022-02-19 23:17:11 main:574] : INFO : Epoch 1547 | loss: 0.031085 | val_loss: 0.031155 | Time: 6653.12 ms [2022-02-19 23:17:17 main:574] : INFO : Epoch 1548 | loss: 0.0310793 | val_loss: 0.0311582 | Time: 6595.62 ms [2022-02-19 23:17:24 main:574] : INFO : Epoch 1549 | loss: 0.0310814 | val_loss: 0.0311588 | Time: 6678.97 ms [2022-02-19 23:17:31 main:574] : INFO : Epoch 1550 | loss: 0.0310805 | val_loss: 0.0311554 | Time: 6573.58 ms [2022-02-19 23:17:38 main:574] : INFO : Epoch 1551 | loss: 0.0310786 | val_loss: 0.0311482 | Time: 6710.36 ms [2022-02-19 23:17:44 main:574] : INFO : Epoch 1552 | loss: 0.0310805 | val_loss: 0.0311594 | Time: 6661.95 ms [2022-02-19 23:17:51 main:574] : INFO : Epoch 1553 | loss: 0.0310801 | val_loss: 0.0311489 | Time: 6648.44 ms [2022-02-19 23:17:58 main:574] : INFO : Epoch 1554 | loss: 0.0310851 | val_loss: 0.0311518 | Time: 6610.85 ms [2022-02-19 23:18:04 main:574] : INFO : Epoch 1555 | loss: 0.0310877 | val_loss: 0.0311485 | Time: 6587.74 ms [2022-02-19 23:18:11 main:574] : INFO : Epoch 1556 | loss: 0.0310911 | val_loss: 0.0311585 | Time: 6676.12 ms [2022-02-19 23:18:18 main:574] : INFO : Epoch 1557 | loss: 0.031088 | val_loss: 0.0311493 | Time: 6609.53 ms [2022-02-19 23:18:24 main:574] : INFO : Epoch 1558 | loss: 0.0310956 | val_loss: 0.0311545 | Time: 6629.14 ms [2022-02-19 23:18:31 main:574] : INFO : Epoch 1559 | loss: 0.0311216 | val_loss: 0.0311362 | Time: 6601.98 ms [2022-02-19 23:18:38 main:574] : INFO : Epoch 1560 | loss: 0.0311099 | val_loss: 0.0311363 | Time: 6663.56 ms [2022-02-19 23:18:44 main:574] : INFO : Epoch 1561 | loss: 0.0311043 | val_loss: 0.0311351 | Time: 6647.82 ms [2022-02-19 23:18:51 main:574] : INFO : Epoch 1562 | loss: 0.0311013 | val_loss: 0.0311452 | Time: 6603.03 ms [2022-02-19 23:18:58 main:574] : INFO : Epoch 1563 | loss: 0.0311062 | val_loss: 0.0311644 | Time: 6761.66 ms [2022-02-19 23:19:04 main:574] : INFO : Epoch 1564 | loss: 0.0311089 | val_loss: 0.0311443 | Time: 6713.75 ms [2022-02-19 23:19:11 main:574] : INFO : Epoch 1565 | loss: 0.0310981 | val_loss: 0.0311394 | Time: 6606.24 ms [2022-02-19 23:19:18 main:574] : INFO : Epoch 1566 | loss: 0.0310946 | val_loss: 0.0311448 | Time: 6621.72 ms [2022-02-19 23:19:25 main:574] : INFO : Epoch 1567 | loss: 0.0310988 | val_loss: 0.0311414 | Time: 6644.84 ms [2022-02-19 23:19:31 main:574] : INFO : Epoch 1568 | loss: 0.0310981 | val_loss: 0.0311503 | Time: 6652.29 ms [2022-02-19 23:19:38 main:574] : INFO : Epoch 1569 | loss: 0.0310917 | val_loss: 0.0311444 | Time: 6584.53 ms [2022-02-19 23:19:44 main:574] : INFO : Epoch 1570 | loss: 0.0310882 | val_loss: 0.0311426 | Time: 6561.4 ms [2022-02-19 23:19:51 main:574] : INFO : Epoch 1571 | loss: 0.0310886 | val_loss: 0.0311472 | Time: 6707.21 ms [2022-02-19 23:19:58 main:574] : INFO : Epoch 1572 | loss: 0.0310876 | val_loss: 0.0311379 | Time: 6688.52 ms [2022-02-19 23:20:05 main:574] : INFO : Epoch 1573 | loss: 0.031088 | val_loss: 0.0311494 | Time: 6579.43 ms [2022-02-19 23:20:11 main:574] : INFO : Epoch 1574 | loss: 0.0310901 | val_loss: 0.031138 | Time: 6756.77 ms [2022-02-19 23:20:18 main:574] : INFO : Epoch 1575 | loss: 0.0310889 | val_loss: 0.0311531 | Time: 6695.71 ms [2022-02-19 23:20:25 main:574] : INFO : Epoch 1576 | loss: 0.0310913 | val_loss: 0.0311416 | Time: 6603.43 ms [2022-02-19 23:20:31 main:574] : INFO : Epoch 1577 | loss: 0.031096 | val_loss: 0.0311432 | Time: 6661.66 ms [2022-02-19 23:20:38 main:574] : INFO : Epoch 1578 | loss: 0.0311049 | val_loss: 0.0311396 | Time: 6564.82 ms [2022-02-19 23:20:45 main:574] : INFO : Epoch 1579 | loss: 0.0310988 | val_loss: 0.0311533 | Time: 6617.2 ms [2022-02-19 23:20:51 main:574] : INFO : Epoch 1580 | loss: 0.0310985 | val_loss: 0.0311496 | Time: 6561.71 ms [2022-02-19 23:20:58 main:574] : INFO : Epoch 1581 | loss: 0.0310952 | val_loss: 0.0311565 | Time: 6613.22 ms [2022-02-19 23:21:05 main:574] : INFO : Epoch 1582 | loss: 0.0310885 | val_loss: 0.0311447 | Time: 6724.89 ms [2022-02-19 23:21:12 main:574] : INFO : Epoch 1583 | loss: 0.0310898 | val_loss: 0.0311517 | Time: 6691.63 ms [2022-02-19 23:21:18 main:574] : INFO : Epoch 1584 | loss: 0.0310922 | val_loss: 0.0311557 | Time: 6654.85 ms [2022-02-19 23:21:25 main:574] : INFO : Epoch 1585 | loss: 0.0310969 | val_loss: 0.031161 | Time: 6624.3 ms [2022-02-19 23:21:32 main:574] : INFO : Epoch 1586 | loss: 0.0310935 | val_loss: 0.031155 | Time: 6566.93 ms [2022-02-19 23:21:38 main:574] : INFO : Epoch 1587 | loss: 0.0310898 | val_loss: 0.0311519 | Time: 6638.25 ms [2022-02-19 23:21:45 main:574] : INFO : Epoch 1588 | loss: 0.0310879 | val_loss: 0.0311439 | Time: 6647.88 ms [2022-02-19 23:21:52 main:574] : INFO : Epoch 1589 | loss: 0.0310871 | val_loss: 0.0311521 | Time: 6627.06 ms [2022-02-19 23:21:58 main:574] : INFO : Epoch 1590 | loss: 0.0310851 | val_loss: 0.0311527 | Time: 6667.31 ms [2022-02-19 23:22:05 main:574] : INFO : Epoch 1591 | loss: 0.031088 | val_loss: 0.0311545 | Time: 6682.93 ms [2022-02-19 23:22:12 main:574] : INFO : Epoch 1592 | loss: 0.0310961 | val_loss: 0.0311504 | Time: 6678 ms [2022-02-19 23:22:19 main:574] : INFO : Epoch 1593 | loss: 0.0310898 | val_loss: 0.0311443 | Time: 6761.72 ms [2022-02-19 23:22:25 main:574] : INFO : Epoch 1594 | loss: 0.0310897 | val_loss: 0.0311487 | Time: 6552.66 ms [2022-02-19 23:22:32 main:574] : INFO : Epoch 1595 | loss: 0.0310904 | val_loss: 0.0311409 | Time: 6778.45 ms [2022-02-19 23:22:39 main:574] : INFO : Epoch 1596 | loss: 0.0310843 | val_loss: 0.0311496 | Time: 6709.26 ms [2022-02-19 23:22:46 main:574] : INFO : Epoch 1597 | loss: 0.031089 | val_loss: 0.0311538 | Time: 6675.06 ms [2022-02-19 23:22:52 main:574] : INFO : Epoch 1598 | loss: 0.0310898 | val_loss: 0.0311558 | Time: 6582.3 ms [2022-02-19 23:22:59 main:574] : INFO : Epoch 1599 | loss: 0.0310925 | val_loss: 0.0311588 | Time: 6650.67 ms [2022-02-19 23:23:05 main:574] : INFO : Epoch 1600 | loss: 0.0310874 | val_loss: 0.0311491 | Time: 6554.93 ms [2022-02-19 23:23:12 main:574] : INFO : Epoch 1601 | loss: 0.0310862 | val_loss: 0.0311474 | Time: 6580.85 ms [2022-02-19 23:23:19 main:574] : INFO : Epoch 1602 | loss: 0.0310854 | val_loss: 0.0311459 | Time: 6606 ms [2022-02-19 23:23:25 main:574] : INFO : Epoch 1603 | loss: 0.0310862 | val_loss: 0.0311486 | Time: 6728.05 ms [2022-02-19 23:23:32 main:574] : INFO : Epoch 1604 | loss: 0.0310841 | val_loss: 0.0311519 | Time: 6647.62 ms [2022-02-19 23:23:39 main:574] : INFO : Epoch 1605 | loss: 0.031085 | val_loss: 0.0311425 | Time: 6657.15 ms [2022-02-19 23:23:46 main:574] : INFO : Epoch 1606 | loss: 0.0310812 | val_loss: 0.0311491 | Time: 6636.76 ms [2022-02-19 23:23:52 main:574] : INFO : Epoch 1607 | loss: 0.0310819 | val_loss: 0.0311518 | Time: 6646 ms [2022-02-19 23:23:59 main:574] : INFO : Epoch 1608 | loss: 0.031083 | val_loss: 0.0311446 | Time: 6597.6 ms [2022-02-19 23:24:06 main:574] : INFO : Epoch 1609 | loss: 0.0310887 | val_loss: 0.0311503 | Time: 6613.56 ms [2022-02-19 23:24:12 main:574] : INFO : Epoch 1610 | loss: 0.0310838 | val_loss: 0.0311475 | Time: 6573.76 ms [2022-02-19 23:24:19 main:574] : INFO : Epoch 1611 | loss: 0.0310861 | val_loss: 0.0311651 | Time: 6536.79 ms [2022-02-19 23:24:25 main:574] : INFO : Epoch 1612 | loss: 0.0310897 | val_loss: 0.0311512 | Time: 6638.23 ms [2022-02-19 23:24:32 main:574] : INFO : Epoch 1613 | loss: 0.0311011 | val_loss: 0.0311431 | Time: 6617.2 ms [2022-02-19 23:24:39 main:574] : INFO : Epoch 1614 | loss: 0.0310943 | val_loss: 0.031161 | Time: 6733.8 ms [2022-02-19 23:24:46 main:574] : INFO : Epoch 1615 | loss: 0.0311187 | val_loss: 0.031152 | Time: 6669.24 ms [2022-02-19 23:24:52 main:574] : INFO : Epoch 1616 | loss: 0.031125 | val_loss: 0.0311672 | Time: 6564.55 ms [2022-02-19 23:24:59 main:574] : INFO : Epoch 1617 | loss: 0.0311192 | val_loss: 0.0311434 | Time: 6712.46 ms [2022-02-19 23:25:06 main:574] : INFO : Epoch 1618 | loss: 0.0311134 | val_loss: 0.0311574 | Time: 6572 ms [2022-02-19 23:25:12 main:574] : INFO : Epoch 1619 | loss: 0.0311091 | val_loss: 0.0311537 | Time: 6605.57 ms [2022-02-19 23:25:19 main:574] : INFO : Epoch 1620 | loss: 0.0311073 | val_loss: 0.0311474 | Time: 6605.8 ms [2022-02-19 23:25:26 main:574] : INFO : Epoch 1621 | loss: 0.0311049 | val_loss: 0.0311509 | Time: 6668.01 ms [2022-02-19 23:25:32 main:574] : INFO : Epoch 1622 | loss: 0.0311061 | val_loss: 0.0311414 | Time: 6606.18 ms [2022-02-19 23:25:39 main:574] : INFO : Epoch 1623 | loss: 0.0311025 | val_loss: 0.0311443 | Time: 6706.39 ms [2022-02-19 23:25:46 main:574] : INFO : Epoch 1624 | loss: 0.031113 | val_loss: 0.0311455 | Time: 6633.37 ms [2022-02-19 23:25:52 main:574] : INFO : Epoch 1625 | loss: 0.0311082 | val_loss: 0.0311534 | Time: 6638.71 ms [2022-02-19 23:25:59 main:574] : INFO : Epoch 1626 | loss: 0.0311106 | val_loss: 0.0311427 | Time: 6618.45 ms [2022-02-19 23:26:06 main:574] : INFO : Epoch 1627 | loss: 0.0311037 | val_loss: 0.0311423 | Time: 6644.43 ms [2022-02-19 23:26:12 main:574] : INFO : Epoch 1628 | loss: 0.0311039 | val_loss: 0.0311413 | Time: 6670.6 ms [2022-02-19 23:26:19 main:574] : INFO : Epoch 1629 | loss: 0.0311045 | val_loss: 0.0311425 | Time: 6587.2 ms [2022-02-19 23:26:26 main:574] : INFO : Epoch 1630 | loss: 0.0311011 | val_loss: 0.0311396 | Time: 6663.61 ms [2022-02-19 23:26:32 main:574] : INFO : Epoch 1631 | loss: 0.0311021 | val_loss: 0.0311484 | Time: 6658.91 ms [2022-02-19 23:26:39 main:574] : INFO : Epoch 1632 | loss: 0.0311024 | val_loss: 0.0311406 | Time: 6674.57 ms [2022-02-19 23:26:46 main:574] : INFO : Epoch 1633 | loss: 0.0310993 | val_loss: 0.0311394 | Time: 6615.89 ms [2022-02-19 23:26:53 main:574] : INFO : Epoch 1634 | loss: 0.0310973 | val_loss: 0.0311417 | Time: 6699.07 ms [2022-02-19 23:26:59 main:574] : INFO : Epoch 1635 | loss: 0.0310953 | val_loss: 0.0311415 | Time: 6761.56 ms [2022-02-19 23:27:06 main:574] : INFO : Epoch 1636 | loss: 0.0310956 | val_loss: 0.0311495 | Time: 6683.92 ms [2022-02-19 23:27:13 main:574] : INFO : Epoch 1637 | loss: 0.0310978 | val_loss: 0.0311454 | Time: 6680.89 ms [2022-02-19 23:27:20 main:574] : INFO : Epoch 1638 | loss: 0.0310944 | val_loss: 0.0311647 | Time: 6666.18 ms [2022-02-19 23:27:26 main:574] : INFO : Epoch 1639 | loss: 0.0310942 | val_loss: 0.0311456 | Time: 6633.76 ms [2022-02-19 23:27:33 main:574] : INFO : Epoch 1640 | loss: 0.0310951 | val_loss: 0.0311411 | Time: 6604.56 ms [2022-02-19 23:27:40 main:574] : INFO : Epoch 1641 | loss: 0.0310965 | val_loss: 0.0311594 | Time: 6638.56 ms [2022-02-19 23:27:46 main:574] : INFO : Epoch 1642 | loss: 0.0311125 | val_loss: 0.031134 | Time: 6611.84 ms [2022-02-19 23:27:53 main:574] : INFO : Epoch 1643 | loss: 0.0311029 | val_loss: 0.0311406 | Time: 6633.26 ms [2022-02-19 23:27:59 main:574] : INFO : Epoch 1644 | loss: 0.031104 | val_loss: 0.0311531 | Time: 6522.59 ms [2022-02-19 23:28:06 main:574] : INFO : Epoch 1645 | loss: 0.0311032 | val_loss: 0.0311369 | Time: 6678.8 ms [2022-02-19 23:28:13 main:574] : INFO : Epoch 1646 | loss: 0.031094 | val_loss: 0.0311347 | Time: 6656.95 ms [2022-02-19 23:28:20 main:574] : INFO : Epoch 1647 | loss: 0.0310922 | val_loss: 0.0311375 | Time: 6643.67 ms [2022-02-19 23:28:26 main:574] : INFO : Epoch 1648 | loss: 0.0310912 | val_loss: 0.0311389 | Time: 6701.39 ms [2022-02-19 23:28:33 main:574] : INFO : Epoch 1649 | loss: 0.03109 | val_loss: 0.0311387 | Time: 6639.82 ms [2022-02-19 23:28:40 main:574] : INFO : Epoch 1650 | loss: 0.0310908 | val_loss: 0.0311378 | Time: 6619.99 ms [2022-02-19 23:28:46 main:574] : INFO : Epoch 1651 | loss: 0.0310895 | val_loss: 0.0311357 | Time: 6689.47 ms [2022-02-19 23:28:53 main:574] : INFO : Epoch 1652 | loss: 0.0310894 | val_loss: 0.0311375 | Time: 6658.52 ms [2022-02-19 23:29:00 main:574] : INFO : Epoch 1653 | loss: 0.0310882 | val_loss: 0.0311377 | Time: 6617.62 ms [2022-02-19 23:29:07 main:574] : INFO : Epoch 1654 | loss: 0.0310918 | val_loss: 0.0311415 | Time: 6716.92 ms [2022-02-19 23:29:13 main:574] : INFO : Epoch 1655 | loss: 0.0310892 | val_loss: 0.0311477 | Time: 6622.03 ms [2022-02-19 23:29:20 main:574] : INFO : Epoch 1656 | loss: 0.0310892 | val_loss: 0.0311447 | Time: 6673.53 ms [2022-02-19 23:29:27 main:574] : INFO : Epoch 1657 | loss: 0.0310869 | val_loss: 0.0311419 | Time: 6654.36 ms [2022-02-19 23:29:33 main:574] : INFO : Epoch 1658 | loss: 0.0310885 | val_loss: 0.0311508 | Time: 6572.17 ms [2022-02-19 23:29:40 main:574] : INFO : Epoch 1659 | loss: 0.0310935 | val_loss: 0.031157 | Time: 6740 ms [2022-02-19 23:29:47 main:574] : INFO : Epoch 1660 | loss: 0.0310995 | val_loss: 0.0311499 | Time: 6587.18 ms [2022-02-19 23:29:53 main:574] : INFO : Epoch 1661 | loss: 0.031095 | val_loss: 0.0311495 | Time: 6681.18 ms [2022-02-19 23:30:00 main:574] : INFO : Epoch 1662 | loss: 0.0310981 | val_loss: 0.0311572 | Time: 6552.15 ms [2022-02-19 23:30:07 main:574] : INFO : Epoch 1663 | loss: 0.0310941 | val_loss: 0.0311485 | Time: 6654.3 ms [2022-02-19 23:30:13 main:574] : INFO : Epoch 1664 | loss: 0.0310924 | val_loss: 0.0311493 | Time: 6621.24 ms [2022-02-19 23:30:20 main:574] : INFO : Epoch 1665 | loss: 0.0310901 | val_loss: 0.0311478 | Time: 6737.87 ms [2022-02-19 23:30:27 main:574] : INFO : Epoch 1666 | loss: 0.0310892 | val_loss: 0.0311445 | Time: 6551.94 ms [2022-02-19 23:30:33 main:574] : INFO : Epoch 1667 | loss: 0.0310885 | val_loss: 0.0311449 | Time: 6612.01 ms [2022-02-19 23:30:40 main:574] : INFO : Epoch 1668 | loss: 0.0310883 | val_loss: 0.0311506 | Time: 6596.05 ms [2022-02-19 23:30:47 main:574] : INFO : Epoch 1669 | loss: 0.0310863 | val_loss: 0.0311449 | Time: 6551.54 ms [2022-02-19 23:30:53 main:574] : INFO : Epoch 1670 | loss: 0.0310911 | val_loss: 0.0311378 | Time: 6647.01 ms [2022-02-19 23:31:00 main:574] : INFO : Epoch 1671 | loss: 0.0310888 | val_loss: 0.0311478 | Time: 6629.78 ms [2022-02-19 23:31:07 main:574] : INFO : Epoch 1672 | loss: 0.0310889 | val_loss: 0.0311575 | Time: 6622.91 ms [2022-02-19 23:31:13 main:574] : INFO : Epoch 1673 | loss: 0.0310891 | val_loss: 0.0311436 | Time: 6596.97 ms [2022-02-19 23:31:20 main:574] : INFO : Epoch 1674 | loss: 0.0310894 | val_loss: 0.031152 | Time: 6649.86 ms [2022-02-19 23:31:27 main:574] : INFO : Epoch 1675 | loss: 0.0310906 | val_loss: 0.0311426 | Time: 6683.09 ms [2022-02-19 23:31:33 main:574] : INFO : Epoch 1676 | loss: 0.0310903 | val_loss: 0.0311629 | Time: 6662.52 ms [2022-02-19 23:31:40 main:574] : INFO : Epoch 1677 | loss: 0.0310935 | val_loss: 0.0311518 | Time: 6623.77 ms [2022-02-19 23:31:47 main:574] : INFO : Epoch 1678 | loss: 0.0310934 | val_loss: 0.0311418 | Time: 6619.89 ms [2022-02-19 23:31:53 main:574] : INFO : Epoch 1679 | loss: 0.0310964 | val_loss: 0.0311553 | Time: 6677.34 ms [2022-02-19 23:32:00 main:574] : INFO : Epoch 1680 | loss: 0.0310925 | val_loss: 0.0311366 | Time: 6692 ms [2022-02-19 23:32:07 main:574] : INFO : Epoch 1681 | loss: 0.0310914 | val_loss: 0.031152 | Time: 6604.82 ms [2022-02-19 23:32:13 main:574] : INFO : Epoch 1682 | loss: 0.0310955 | val_loss: 0.0311417 | Time: 6628.93 ms [2022-02-19 23:32:20 main:574] : INFO : Epoch 1683 | loss: 0.0310905 | val_loss: 0.0311413 | Time: 6660.31 ms [2022-02-19 23:32:27 main:574] : INFO : Epoch 1684 | loss: 0.0310902 | val_loss: 0.0311383 | Time: 6657.33 ms [2022-02-19 23:32:34 main:574] : INFO : Epoch 1685 | loss: 0.0310934 | val_loss: 0.0311719 | Time: 6627.89 ms [2022-02-19 23:32:40 main:574] : INFO : Epoch 1686 | loss: 0.0310979 | val_loss: 0.0311627 | Time: 6676.14 ms [2022-02-19 23:32:47 main:574] : INFO : Epoch 1687 | loss: 0.0310933 | val_loss: 0.0311456 | Time: 6581.81 ms [2022-02-19 23:32:54 main:574] : INFO : Epoch 1688 | loss: 0.0310963 | val_loss: 0.0311381 | Time: 6648.4 ms [2022-02-19 23:33:00 main:574] : INFO : Epoch 1689 | loss: 0.0310904 | val_loss: 0.0311534 | Time: 6660.24 ms [2022-02-19 23:33:07 main:574] : INFO : Epoch 1690 | loss: 0.0310914 | val_loss: 0.0311429 | Time: 6627.91 ms [2022-02-19 23:33:14 main:574] : INFO : Epoch 1691 | loss: 0.0310848 | val_loss: 0.0311355 | Time: 6636.62 ms [2022-02-19 23:33:20 main:574] : INFO : Epoch 1692 | loss: 0.031082 | val_loss: 0.0311349 | Time: 6666.1 ms [2022-02-19 23:33:27 main:574] : INFO : Epoch 1693 | loss: 0.0310899 | val_loss: 0.0311478 | Time: 6615.53 ms [2022-02-19 23:33:34 main:574] : INFO : Epoch 1694 | loss: 0.0310863 | val_loss: 0.031137 | Time: 6662.93 ms [2022-02-19 23:33:40 main:574] : INFO : Epoch 1695 | loss: 0.0310861 | val_loss: 0.0311329 | Time: 6620.95 ms [2022-02-19 23:33:47 main:574] : INFO : Epoch 1696 | loss: 0.0310872 | val_loss: 0.031146 | Time: 6673.89 ms [2022-02-19 23:33:54 main:574] : INFO : Epoch 1697 | loss: 0.0310893 | val_loss: 0.0311372 | Time: 6581.24 ms [2022-02-19 23:34:00 main:574] : INFO : Epoch 1698 | loss: 0.03109 | val_loss: 0.031141 | Time: 6644.47 ms [2022-02-19 23:34:07 main:574] : INFO : Epoch 1699 | loss: 0.0310867 | val_loss: 0.0311388 | Time: 6617.38 ms [2022-02-19 23:34:14 main:574] : INFO : Epoch 1700 | loss: 0.0310862 | val_loss: 0.0311342 | Time: 6682.52 ms [2022-02-19 23:34:20 main:574] : INFO : Epoch 1701 | loss: 0.031086 | val_loss: 0.0311422 | Time: 6593.54 ms [2022-02-19 23:34:27 main:574] : INFO : Epoch 1702 | loss: 0.031088 | val_loss: 0.0311373 | Time: 6645.76 ms [2022-02-19 23:34:34 main:574] : INFO : Epoch 1703 | loss: 0.0310912 | val_loss: 0.0311436 | Time: 6742.38 ms [2022-02-19 23:34:41 main:574] : INFO : Epoch 1704 | loss: 0.0310884 | val_loss: 0.0311331 | Time: 6601.55 ms [2022-02-19 23:34:47 main:574] : INFO : Epoch 1705 | loss: 0.0310834 | val_loss: 0.0311352 | Time: 6627.71 ms [2022-02-19 23:34:54 main:574] : INFO : Epoch 1706 | loss: 0.0310811 | val_loss: 0.0311399 | Time: 6589.08 ms [2022-02-19 23:35:01 main:574] : INFO : Epoch 1707 | loss: 0.0310808 | val_loss: 0.0311399 | Time: 6595.4 ms [2022-02-19 23:35:07 main:574] : INFO : Epoch 1708 | loss: 0.031088 | val_loss: 0.0311362 | Time: 6640.54 ms [2022-02-19 23:35:14 main:574] : INFO : Epoch 1709 | loss: 0.0310824 | val_loss: 0.0311415 | Time: 6635.75 ms [2022-02-19 23:35:21 main:574] : INFO : Epoch 1710 | loss: 0.0310873 | val_loss: 0.0311422 | Time: 6572.63 ms [2022-02-19 23:35:27 main:574] : INFO : Epoch 1711 | loss: 0.0310848 | val_loss: 0.0311426 | Time: 6585.25 ms [2022-02-19 23:35:34 main:574] : INFO : Epoch 1712 | loss: 0.0310841 | val_loss: 0.0311399 | Time: 6671.57 ms [2022-02-19 23:35:41 main:574] : INFO : Epoch 1713 | loss: 0.0310939 | val_loss: 0.0311552 | Time: 6674.25 ms [2022-02-19 23:35:47 main:574] : INFO : Epoch 1714 | loss: 0.0310871 | val_loss: 0.0311458 | Time: 6520.51 ms [2022-02-19 23:35:54 main:574] : INFO : Epoch 1715 | loss: 0.0310815 | val_loss: 0.0311454 | Time: 6565.39 ms [2022-02-19 23:36:00 main:574] : INFO : Epoch 1716 | loss: 0.0310847 | val_loss: 0.0311429 | Time: 6601.04 ms [2022-02-19 23:36:07 main:574] : INFO : Epoch 1717 | loss: 0.0310855 | val_loss: 0.0311413 | Time: 6621.98 ms [2022-02-19 23:36:14 main:574] : INFO : Epoch 1718 | loss: 0.0310824 | val_loss: 0.0311487 | Time: 6731.98 ms [2022-02-19 23:36:21 main:574] : INFO : Epoch 1719 | loss: 0.0310811 | val_loss: 0.0311551 | Time: 6664.82 ms [2022-02-19 23:36:27 main:574] : INFO : Epoch 1720 | loss: 0.0310904 | val_loss: 0.0311504 | Time: 6711.71 ms [2022-02-19 23:36:34 main:574] : INFO : Epoch 1721 | loss: 0.031088 | val_loss: 0.0311462 | Time: 6593.14 ms [2022-02-19 23:36:41 main:574] : INFO : Epoch 1722 | loss: 0.0310949 | val_loss: 0.0311423 | Time: 6558.55 ms [2022-02-19 23:36:47 main:574] : INFO : Epoch 1723 | loss: 0.0311071 | val_loss: 0.0311532 | Time: 6678.15 ms [2022-02-19 23:36:54 main:574] : INFO : Epoch 1724 | loss: 0.0311098 | val_loss: 0.0311404 | Time: 6600.66 ms [2022-02-19 23:37:01 main:574] : INFO : Epoch 1725 | loss: 0.0311052 | val_loss: 0.0311397 | Time: 6569.25 ms [2022-02-19 23:37:07 main:574] : INFO : Epoch 1726 | loss: 0.0310969 | val_loss: 0.0311586 | Time: 6576.65 ms [2022-02-19 23:37:14 main:574] : INFO : Epoch 1727 | loss: 0.031101 | val_loss: 0.0311375 | Time: 6707.76 ms [2022-02-19 23:37:21 main:574] : INFO : Epoch 1728 | loss: 0.0311023 | val_loss: 0.031134 | Time: 6903.13 ms [2022-02-19 23:37:28 main:574] : INFO : Epoch 1729 | loss: 0.0311249 | val_loss: 0.0311392 | Time: 7098.51 ms [2022-02-19 23:37:35 main:574] : INFO : Epoch 1730 | loss: 0.0311221 | val_loss: 0.0311397 | Time: 6810.23 ms [2022-02-19 23:37:42 main:574] : INFO : Epoch 1731 | loss: 0.0311169 | val_loss: 0.0311332 | Time: 6707.91 ms [2022-02-19 23:37:48 main:574] : INFO : Epoch 1732 | loss: 0.0311104 | val_loss: 0.031139 | Time: 6752.07 ms [2022-02-19 23:37:55 main:574] : INFO : Epoch 1733 | loss: 0.0311073 | val_loss: 0.0311364 | Time: 6561.2 ms [2022-02-19 23:38:02 main:574] : INFO : Epoch 1734 | loss: 0.031106 | val_loss: 0.0311389 | Time: 6658.07 ms [2022-02-19 23:38:08 main:574] : INFO : Epoch 1735 | loss: 0.0311062 | val_loss: 0.031141 | Time: 6623.37 ms [2022-02-19 23:38:15 main:574] : INFO : Epoch 1736 | loss: 0.0311016 | val_loss: 0.0311328 | Time: 6631.09 ms [2022-02-19 23:38:22 main:574] : INFO : Epoch 1737 | loss: 0.031103 | val_loss: 0.0311504 | Time: 6599.39 ms [2022-02-19 23:38:29 main:574] : INFO : Epoch 1738 | loss: 0.0311015 | val_loss: 0.0311443 | Time: 6672.57 ms [2022-02-19 23:38:35 main:574] : INFO : Epoch 1739 | loss: 0.0310994 | val_loss: 0.0311393 | Time: 6646.92 ms [2022-02-19 23:38:42 main:574] : INFO : Epoch 1740 | loss: 0.0310998 | val_loss: 0.0311364 | Time: 6573.45 ms [2022-02-19 23:38:49 main:574] : INFO : Epoch 1741 | loss: 0.0311063 | val_loss: 0.0311608 | Time: 6691.9 ms [2022-02-19 23:38:55 main:574] : INFO : Epoch 1742 | loss: 0.0311098 | val_loss: 0.0311524 | Time: 6567.61 ms [2022-02-19 23:39:02 main:574] : INFO : Epoch 1743 | loss: 0.0311062 | val_loss: 0.0311431 | Time: 6711.49 ms [2022-02-19 23:39:09 main:574] : INFO : Epoch 1744 | loss: 0.0310998 | val_loss: 0.0311434 | Time: 6659.25 ms [2022-02-19 23:39:15 main:574] : INFO : Epoch 1745 | loss: 0.0310989 | val_loss: 0.0311398 | Time: 6660.78 ms [2022-02-19 23:39:22 main:574] : INFO : Epoch 1746 | loss: 0.0310998 | val_loss: 0.0311405 | Time: 6633.27 ms [2022-02-19 23:39:29 main:574] : INFO : Epoch 1747 | loss: 0.0310968 | val_loss: 0.0311391 | Time: 6790.03 ms [2022-02-19 23:39:36 main:574] : INFO : Epoch 1748 | loss: 0.0311021 | val_loss: 0.0311419 | Time: 6636.41 ms [2022-02-19 23:39:42 main:574] : INFO : Epoch 1749 | loss: 0.0311019 | val_loss: 0.0311367 | Time: 6606.73 ms [2022-02-19 23:39:49 main:574] : INFO : Epoch 1750 | loss: 0.0311025 | val_loss: 0.0311354 | Time: 6672.73 ms [2022-02-19 23:39:56 main:574] : INFO : Epoch 1751 | loss: 0.0311027 | val_loss: 0.0311414 | Time: 6692.24 ms [2022-02-19 23:40:02 main:574] : INFO : Epoch 1752 | loss: 0.0311115 | val_loss: 0.0311478 | Time: 6667.35 ms [2022-02-19 23:40:09 main:574] : INFO : Epoch 1753 | loss: 0.0311051 | val_loss: 0.0311392 | Time: 6655.78 ms [2022-02-19 23:40:16 main:574] : INFO : Epoch 1754 | loss: 0.0311048 | val_loss: 0.0311375 | Time: 6621.83 ms [2022-02-19 23:40:22 main:574] : INFO : Epoch 1755 | loss: 0.0310999 | val_loss: 0.0311455 | Time: 6588.49 ms [2022-02-19 23:40:29 main:574] : INFO : Epoch 1756 | loss: 0.0311024 | val_loss: 0.031137 | Time: 6655.07 ms [2022-02-19 23:40:36 main:574] : INFO : Epoch 1757 | loss: 0.0310967 | val_loss: 0.0311322 | Time: 6725.5 ms [2022-02-19 23:40:43 main:574] : INFO : Epoch 1758 | loss: 0.0310934 | val_loss: 0.0311567 | Time: 6647.88 ms [2022-02-19 23:40:49 main:574] : INFO : Epoch 1759 | loss: 0.0310978 | val_loss: 0.0311389 | Time: 6706.77 ms [2022-02-19 23:40:56 main:574] : INFO : Epoch 1760 | loss: 0.0310982 | val_loss: 0.0311541 | Time: 6705.45 ms [2022-02-19 23:41:03 main:574] : INFO : Epoch 1761 | loss: 0.0311017 | val_loss: 0.0311369 | Time: 6675.03 ms [2022-02-19 23:41:10 main:574] : INFO : Epoch 1762 | loss: 0.0310967 | val_loss: 0.031153 | Time: 6624.92 ms [2022-02-19 23:41:16 main:574] : INFO : Epoch 1763 | loss: 0.0311051 | val_loss: 0.0311627 | Time: 6653.35 ms [2022-02-19 23:41:23 main:574] : INFO : Epoch 1764 | loss: 0.0311018 | val_loss: 0.0311396 | Time: 6677.55 ms [2022-02-19 23:41:30 main:574] : INFO : Epoch 1765 | loss: 0.0310958 | val_loss: 0.0311423 | Time: 6737.13 ms [2022-02-19 23:41:36 main:574] : INFO : Epoch 1766 | loss: 0.0310958 | val_loss: 0.0311515 | Time: 6597.37 ms [2022-02-19 23:41:43 main:574] : INFO : Epoch 1767 | loss: 0.0310972 | val_loss: 0.0311577 | Time: 6607.03 ms [2022-02-19 23:41:50 main:574] : INFO : Epoch 1768 | loss: 0.0310961 | val_loss: 0.0311472 | Time: 6611.11 ms [2022-02-19 23:41:56 main:574] : INFO : Epoch 1769 | loss: 0.0310971 | val_loss: 0.031144 | Time: 6625.05 ms [2022-02-19 23:42:03 main:574] : INFO : Epoch 1770 | loss: 0.0310922 | val_loss: 0.0311354 | Time: 6595.43 ms [2022-02-19 23:42:10 main:574] : INFO : Epoch 1771 | loss: 0.031099 | val_loss: 0.0311427 | Time: 6646.16 ms [2022-02-19 23:42:16 main:574] : INFO : Epoch 1772 | loss: 0.0311008 | val_loss: 0.0311499 | Time: 6627.92 ms [2022-02-19 23:42:23 main:574] : INFO : Epoch 1773 | loss: 0.0310997 | val_loss: 0.0311438 | Time: 6603.14 ms [2022-02-19 23:42:30 main:574] : INFO : Epoch 1774 | loss: 0.031101 | val_loss: 0.0311474 | Time: 6630.27 ms [2022-02-19 23:42:36 main:574] : INFO : Epoch 1775 | loss: 0.0310934 | val_loss: 0.0311492 | Time: 6638.34 ms [2022-02-19 23:42:43 main:574] : INFO : Epoch 1776 | loss: 0.0310921 | val_loss: 0.0311465 | Time: 6626.04 ms [2022-02-19 23:42:50 main:574] : INFO : Epoch 1777 | loss: 0.0310907 | val_loss: 0.031141 | Time: 6658 ms [2022-02-19 23:42:56 main:574] : INFO : Epoch 1778 | loss: 0.0310985 | val_loss: 0.0311524 | Time: 6682.95 ms [2022-02-19 23:43:03 main:574] : INFO : Epoch 1779 | loss: 0.0310904 | val_loss: 0.0311547 | Time: 6642.81 ms [2022-02-19 23:43:10 main:574] : INFO : Epoch 1780 | loss: 0.0310917 | val_loss: 0.0311453 | Time: 6636.27 ms [2022-02-19 23:43:17 main:574] : INFO : Epoch 1781 | loss: 0.03109 | val_loss: 0.0311597 | Time: 6572.66 ms [2022-02-19 23:43:23 main:574] : INFO : Epoch 1782 | loss: 0.0310889 | val_loss: 0.0311696 | Time: 6628.56 ms [2022-02-19 23:43:30 main:574] : INFO : Epoch 1783 | loss: 0.0310982 | val_loss: 0.0311394 | Time: 6573.76 ms [2022-02-19 23:43:36 main:574] : INFO : Epoch 1784 | loss: 0.0310887 | val_loss: 0.0311451 | Time: 6547.28 ms [2022-02-19 23:43:43 main:574] : INFO : Epoch 1785 | loss: 0.0310871 | val_loss: 0.0311394 | Time: 6599.8 ms [2022-02-19 23:43:50 main:574] : INFO : Epoch 1786 | loss: 0.0310931 | val_loss: 0.0311465 | Time: 6621 ms [2022-02-19 23:43:56 main:574] : INFO : Epoch 1787 | loss: 0.0310927 | val_loss: 0.0311434 | Time: 6656.01 ms [2022-02-19 23:44:03 main:574] : INFO : Epoch 1788 | loss: 0.0310869 | val_loss: 0.0311388 | Time: 6635.73 ms [2022-02-19 23:44:10 main:574] : INFO : Epoch 1789 | loss: 0.031088 | val_loss: 0.0311431 | Time: 6679.26 ms [2022-02-19 23:44:17 main:574] : INFO : Epoch 1790 | loss: 0.0310973 | val_loss: 0.0311665 | Time: 6663.57 ms [2022-02-19 23:44:23 main:574] : INFO : Epoch 1791 | loss: 0.0311006 | val_loss: 0.0311528 | Time: 6754.39 ms [2022-02-19 23:44:30 main:574] : INFO : Epoch 1792 | loss: 0.031088 | val_loss: 0.0311518 | Time: 6582.48 ms [2022-02-19 23:44:37 main:574] : INFO : Epoch 1793 | loss: 0.0310929 | val_loss: 0.0311495 | Time: 6604.34 ms [2022-02-19 23:44:43 main:574] : INFO : Epoch 1794 | loss: 0.031087 | val_loss: 0.0311459 | Time: 6630.08 ms [2022-02-19 23:44:50 main:574] : INFO : Epoch 1795 | loss: 0.0310875 | val_loss: 0.0311421 | Time: 6593.64 ms [2022-02-19 23:44:57 main:574] : INFO : Epoch 1796 | loss: 0.0310873 | val_loss: 0.0311353 | Time: 6634.17 ms [2022-02-19 23:45:03 main:574] : INFO : Epoch 1797 | loss: 0.0310863 | val_loss: 0.0311428 | Time: 6645.91 ms [2022-02-19 23:45:10 main:574] : INFO : Epoch 1798 | loss: 0.0310854 | val_loss: 0.03116 | Time: 6585.43 ms [2022-02-19 23:45:17 main:574] : INFO : Epoch 1799 | loss: 0.0310854 | val_loss: 0.0311425 | Time: 6654.54 ms [2022-02-19 23:45:23 main:574] : INFO : Epoch 1800 | loss: 0.0310838 | val_loss: 0.0311472 | Time: 6678.15 ms [2022-02-19 23:45:30 main:574] : INFO : Epoch 1801 | loss: 0.0310892 | val_loss: 0.0311469 | Time: 6657.33 ms [2022-02-19 23:45:37 main:574] : INFO : Epoch 1802 | loss: 0.0310895 | val_loss: 0.0311544 | Time: 6606.54 ms [2022-02-19 23:45:43 main:574] : INFO : Epoch 1803 | loss: 0.0310871 | val_loss: 0.0311572 | Time: 6771.4 ms [2022-02-19 23:45:50 main:574] : INFO : Epoch 1804 | loss: 0.031092 | val_loss: 0.0311474 | Time: 6603.26 ms [2022-02-19 23:45:57 main:574] : INFO : Epoch 1805 | loss: 0.0311042 | val_loss: 0.0311386 | Time: 6702.66 ms [2022-02-19 23:46:04 main:574] : INFO : Epoch 1806 | loss: 0.0311019 | val_loss: 0.0311531 | Time: 6701.59 ms [2022-02-19 23:46:10 main:574] : INFO : Epoch 1807 | loss: 0.0311 | val_loss: 0.0311383 | Time: 6642.4 ms [2022-02-19 23:46:17 main:574] : INFO : Epoch 1808 | loss: 0.0310959 | val_loss: 0.0311428 | Time: 6763.11 ms [2022-02-19 23:46:24 main:574] : INFO : Epoch 1809 | loss: 0.0310908 | val_loss: 0.0311443 | Time: 6656.84 ms [2022-02-19 23:46:30 main:574] : INFO : Epoch 1810 | loss: 0.0310898 | val_loss: 0.0311431 | Time: 6621.56 ms [2022-02-19 23:46:37 main:574] : INFO : Epoch 1811 | loss: 0.0310907 | val_loss: 0.0311535 | Time: 6671.31 ms [2022-02-19 23:46:44 main:574] : INFO : Epoch 1812 | loss: 0.0310969 | val_loss: 0.0311412 | Time: 6586.19 ms [2022-02-19 23:46:51 main:574] : INFO : Epoch 1813 | loss: 0.0311001 | val_loss: 0.0311418 | Time: 6640.75 ms [2022-02-19 23:46:57 main:574] : INFO : Epoch 1814 | loss: 0.0310946 | val_loss: 0.031137 | Time: 6623.94 ms [2022-02-19 23:47:04 main:574] : INFO : Epoch 1815 | loss: 0.0310885 | val_loss: 0.0311466 | Time: 6593.15 ms [2022-02-19 23:47:11 main:574] : INFO : Epoch 1816 | loss: 0.0310969 | val_loss: 0.0311666 | Time: 6661.45 ms [2022-02-19 23:47:17 main:574] : INFO : Epoch 1817 | loss: 0.0311197 | val_loss: 0.0311433 | Time: 6650.43 ms [2022-02-19 23:47:24 main:574] : INFO : Epoch 1818 | loss: 0.0311101 | val_loss: 0.0311593 | Time: 6670.45 ms [2022-02-19 23:47:31 main:574] : INFO : Epoch 1819 | loss: 0.031111 | val_loss: 0.0311351 | Time: 6708.49 ms [2022-02-19 23:47:37 main:574] : INFO : Epoch 1820 | loss: 0.0310975 | val_loss: 0.0311468 | Time: 6634.67 ms [2022-02-19 23:47:44 main:574] : INFO : Epoch 1821 | loss: 0.0310982 | val_loss: 0.0311455 | Time: 6625.03 ms [2022-02-19 23:47:51 main:574] : INFO : Epoch 1822 | loss: 0.0310981 | val_loss: 0.0311374 | Time: 6627.77 ms [2022-02-19 23:47:57 main:574] : INFO : Epoch 1823 | loss: 0.0310914 | val_loss: 0.031142 | Time: 6705.34 ms [2022-02-19 23:48:04 main:574] : INFO : Epoch 1824 | loss: 0.0310898 | val_loss: 0.0311372 | Time: 6569.34 ms [2022-02-19 23:48:11 main:574] : INFO : Epoch 1825 | loss: 0.0310888 | val_loss: 0.0311508 | Time: 6606.02 ms [2022-02-19 23:48:17 main:574] : INFO : Epoch 1826 | loss: 0.0310957 | val_loss: 0.0311367 | Time: 6631.61 ms [2022-02-19 23:48:24 main:574] : INFO : Epoch 1827 | loss: 0.0310909 | val_loss: 0.0311424 | Time: 6665.62 ms [2022-02-19 23:48:31 main:574] : INFO : Epoch 1828 | loss: 0.0310877 | val_loss: 0.0311364 | Time: 6642.64 ms [2022-02-19 23:48:37 main:574] : INFO : Epoch 1829 | loss: 0.0310922 | val_loss: 0.0311384 | Time: 6655 ms [2022-02-19 23:48:44 main:574] : INFO : Epoch 1830 | loss: 0.0310899 | val_loss: 0.0311444 | Time: 6692.07 ms [2022-02-19 23:48:51 main:574] : INFO : Epoch 1831 | loss: 0.0311006 | val_loss: 0.0311447 | Time: 6622.74 ms [2022-02-19 23:48:58 main:574] : INFO : Epoch 1832 | loss: 0.0310996 | val_loss: 0.0311409 | Time: 6606.51 ms [2022-02-19 23:49:04 main:574] : INFO : Epoch 1833 | loss: 0.0310942 | val_loss: 0.0311382 | Time: 6813.33 ms [2022-02-19 23:49:11 main:574] : INFO : Epoch 1834 | loss: 0.0310913 | val_loss: 0.0311414 | Time: 6671.25 ms [2022-02-19 23:49:18 main:574] : INFO : Epoch 1835 | loss: 0.0310998 | val_loss: 0.0311535 | Time: 6724.93 ms [2022-02-19 23:49:25 main:574] : INFO : Epoch 1836 | loss: 0.0310974 | val_loss: 0.0311394 | Time: 6670.32 ms [2022-02-19 23:49:31 main:574] : INFO : Epoch 1837 | loss: 0.0310919 | val_loss: 0.031137 | Time: 6638.32 ms [2022-02-19 23:49:38 main:574] : INFO : Epoch 1838 | loss: 0.0310899 | val_loss: 0.0311358 | Time: 6670.39 ms [2022-02-19 23:49:45 main:574] : INFO : Epoch 1839 | loss: 0.0310883 | val_loss: 0.0311303 | Time: 6608.46 ms [2022-02-19 23:49:51 main:574] : INFO : Epoch 1840 | loss: 0.0310932 | val_loss: 0.0311328 | Time: 6621.27 ms [2022-02-19 23:49:58 main:574] : INFO : Epoch 1841 | loss: 0.0310894 | val_loss: 0.0311364 | Time: 6620.05 ms [2022-02-19 23:50:05 main:574] : INFO : Epoch 1842 | loss: 0.0310833 | val_loss: 0.0311357 | Time: 6658.71 ms [2022-02-19 23:50:11 main:574] : INFO : Epoch 1843 | loss: 0.0310814 | val_loss: 0.0311343 | Time: 6652.6 ms [2022-02-19 23:50:18 main:574] : INFO : Epoch 1844 | loss: 0.0310835 | val_loss: 0.0311393 | Time: 6682.34 ms [2022-02-19 23:50:25 main:574] : INFO : Epoch 1845 | loss: 0.0310931 | val_loss: 0.0311485 | Time: 6531.27 ms [2022-02-19 23:50:31 main:574] : INFO : Epoch 1846 | loss: 0.0311118 | val_loss: 0.031141 | Time: 6584.8 ms [2022-02-19 23:50:38 main:574] : INFO : Epoch 1847 | loss: 0.0311125 | val_loss: 0.0311516 | Time: 6646.97 ms [2022-02-19 23:50:45 main:574] : INFO : Epoch 1848 | loss: 0.0311047 | val_loss: 0.0311552 | Time: 6500.94 ms [2022-02-19 23:50:51 main:574] : INFO : Epoch 1849 | loss: 0.0311095 | val_loss: 0.031139 | Time: 6601.29 ms [2022-02-19 23:50:58 main:574] : INFO : Epoch 1850 | loss: 0.0311087 | val_loss: 0.0311398 | Time: 6614.96 ms [2022-02-19 23:51:05 main:574] : INFO : Epoch 1851 | loss: 0.0311063 | val_loss: 0.0311372 | Time: 6684.1 ms [2022-02-19 23:51:11 main:574] : INFO : Epoch 1852 | loss: 0.0311011 | val_loss: 0.031145 | Time: 6711.65 ms [2022-02-19 23:51:18 main:574] : INFO : Epoch 1853 | loss: 0.0310989 | val_loss: 0.0311349 | Time: 6611.1 ms [2022-02-19 23:51:25 main:574] : INFO : Epoch 1854 | loss: 0.0311012 | val_loss: 0.0311324 | Time: 6599.57 ms [2022-02-19 23:51:31 main:574] : INFO : Epoch 1855 | loss: 0.0310989 | val_loss: 0.0311342 | Time: 6610.67 ms [2022-02-19 23:51:38 main:574] : INFO : Epoch 1856 | loss: 0.0310979 | val_loss: 0.0311389 | Time: 6562.77 ms [2022-02-19 23:51:45 main:574] : INFO : Epoch 1857 | loss: 0.0310997 | val_loss: 0.0311426 | Time: 6635.98 ms [2022-02-19 23:51:51 main:574] : INFO : Epoch 1858 | loss: 0.031099 | val_loss: 0.0311448 | Time: 6591.49 ms [2022-02-19 23:51:58 main:574] : INFO : Epoch 1859 | loss: 0.0311024 | val_loss: 0.031138 | Time: 6668.91 ms [2022-02-19 23:52:05 main:574] : INFO : Epoch 1860 | loss: 0.0310936 | val_loss: 0.0311423 | Time: 6685.98 ms [2022-02-19 23:52:11 main:574] : INFO : Epoch 1861 | loss: 0.0310883 | val_loss: 0.0311437 | Time: 6658.64 ms [2022-02-19 23:52:18 main:574] : INFO : Epoch 1862 | loss: 0.0310897 | val_loss: 0.0311392 | Time: 6649.72 ms [2022-02-19 23:52:25 main:574] : INFO : Epoch 1863 | loss: 0.0310831 | val_loss: 0.0311442 | Time: 6719.88 ms [2022-02-19 23:52:32 main:574] : INFO : Epoch 1864 | loss: 0.0310883 | val_loss: 0.0311464 | Time: 6668.99 ms [2022-02-19 23:52:38 main:574] : INFO : Epoch 1865 | loss: 0.0310852 | val_loss: 0.0311393 | Time: 6660.12 ms [2022-02-19 23:52:45 main:574] : INFO : Epoch 1866 | loss: 0.0310851 | val_loss: 0.0311435 | Time: 6662.02 ms [2022-02-19 23:52:52 main:574] : INFO : Epoch 1867 | loss: 0.0310854 | val_loss: 0.0311484 | Time: 6676.26 ms [2022-02-19 23:52:59 main:574] : INFO : Epoch 1868 | loss: 0.0310833 | val_loss: 0.0311576 | Time: 6687.36 ms [2022-02-19 23:53:05 main:574] : INFO : Epoch 1869 | loss: 0.0310832 | val_loss: 0.0311433 | Time: 6570.77 ms [2022-02-19 23:53:12 main:574] : INFO : Epoch 1870 | loss: 0.0310799 | val_loss: 0.0311434 | Time: 6577.61 ms [2022-02-19 23:53:19 main:574] : INFO : Epoch 1871 | loss: 0.0310854 | val_loss: 0.0311382 | Time: 6740.83 ms [2022-02-19 23:53:25 main:574] : INFO : Epoch 1872 | loss: 0.0310886 | val_loss: 0.0311386 | Time: 6719.39 ms [2022-02-19 23:53:32 main:574] : INFO : Epoch 1873 | loss: 0.0310812 | val_loss: 0.0311422 | Time: 6646.15 ms [2022-02-19 23:53:39 main:574] : INFO : Epoch 1874 | loss: 0.0310859 | val_loss: 0.0311418 | Time: 6751.8 ms [2022-02-19 23:53:45 main:574] : INFO : Epoch 1875 | loss: 0.0310966 | val_loss: 0.0311479 | Time: 6637.59 ms [2022-02-19 23:53:52 main:574] : INFO : Epoch 1876 | loss: 0.031106 | val_loss: 0.0311462 | Time: 6551.56 ms [2022-02-19 23:53:59 main:574] : INFO : Epoch 1877 | loss: 0.0311088 | val_loss: 0.0311476 | Time: 6617.71 ms [2022-02-19 23:54:05 main:574] : INFO : Epoch 1878 | loss: 0.0311021 | val_loss: 0.0311366 | Time: 6611.35 ms [2022-02-19 23:54:12 main:574] : INFO : Epoch 1879 | loss: 0.0311011 | val_loss: 0.0311351 | Time: 6566.44 ms [2022-02-19 23:54:19 main:574] : INFO : Epoch 1880 | loss: 0.0310969 | val_loss: 0.0311388 | Time: 6646.78 ms [2022-02-19 23:54:25 main:574] : INFO : Epoch 1881 | loss: 0.0310941 | val_loss: 0.0311396 | Time: 6583.37 ms [2022-02-19 23:54:32 main:574] : INFO : Epoch 1882 | loss: 0.0311025 | val_loss: 0.0311502 | Time: 6572.48 ms [2022-02-19 23:54:39 main:574] : INFO : Epoch 1883 | loss: 0.0311123 | val_loss: 0.0311396 | Time: 6729.79 ms [2022-02-19 23:54:45 main:574] : INFO : Epoch 1884 | loss: 0.0310923 | val_loss: 0.0311371 | Time: 6628.53 ms [2022-02-19 23:54:52 main:574] : INFO : Epoch 1885 | loss: 0.0310894 | val_loss: 0.0311415 | Time: 6654.48 ms [2022-02-19 23:54:59 main:574] : INFO : Epoch 1886 | loss: 0.03109 | val_loss: 0.0311374 | Time: 6613.74 ms [2022-02-19 23:55:05 main:574] : INFO : Epoch 1887 | loss: 0.031089 | val_loss: 0.0311334 | Time: 6656.56 ms [2022-02-19 23:55:12 main:574] : INFO : Epoch 1888 | loss: 0.0310861 | val_loss: 0.0311574 | Time: 6624.36 ms [2022-02-19 23:55:19 main:574] : INFO : Epoch 1889 | loss: 0.0310917 | val_loss: 0.0311554 | Time: 6689.8 ms [2022-02-19 23:55:26 main:574] : INFO : Epoch 1890 | loss: 0.0310988 | val_loss: 0.0311362 | Time: 6653.77 ms [2022-02-19 23:55:32 main:574] : INFO : Epoch 1891 | loss: 0.0310941 | val_loss: 0.0311436 | Time: 6542.81 ms [2022-02-19 23:55:39 main:574] : INFO : Epoch 1892 | loss: 0.0310934 | val_loss: 0.0311459 | Time: 6689.83 ms [2022-02-19 23:55:46 main:574] : INFO : Epoch 1893 | loss: 0.0310976 | val_loss: 0.0311526 | Time: 6624.39 ms [2022-02-19 23:55:52 main:574] : INFO : Epoch 1894 | loss: 0.031089 | val_loss: 0.0311488 | Time: 6616.35 ms [2022-02-19 23:55:59 main:574] : INFO : Epoch 1895 | loss: 0.0310883 | val_loss: 0.0311383 | Time: 6662.8 ms [2022-02-19 23:56:06 main:574] : INFO : Epoch 1896 | loss: 0.0310886 | val_loss: 0.0311426 | Time: 6577.97 ms [2022-02-19 23:56:12 main:574] : INFO : Epoch 1897 | loss: 0.0311029 | val_loss: 0.0311346 | Time: 6564.28 ms [2022-02-19 23:56:19 main:574] : INFO : Epoch 1898 | loss: 0.0311042 | val_loss: 0.0311412 | Time: 6601.13 ms [2022-02-19 23:56:25 main:574] : INFO : Epoch 1899 | loss: 0.0311069 | val_loss: 0.0311363 | Time: 6611.3 ms [2022-02-19 23:56:32 main:574] : INFO : Epoch 1900 | loss: 0.0311066 | val_loss: 0.0311347 | Time: 6665.31 ms [2022-02-19 23:56:39 main:574] : INFO : Epoch 1901 | loss: 0.0311001 | val_loss: 0.0311351 | Time: 6553.9 ms [2022-02-19 23:56:45 main:574] : INFO : Epoch 1902 | loss: 0.0310947 | val_loss: 0.0311437 | Time: 6606.29 ms [2022-02-19 23:56:52 main:574] : INFO : Epoch 1903 | loss: 0.0310916 | val_loss: 0.0311331 | Time: 6586.5 ms [2022-02-19 23:56:59 main:574] : INFO : Epoch 1904 | loss: 0.031089 | val_loss: 0.0311364 | Time: 6611.96 ms [2022-02-19 23:57:05 main:574] : INFO : Epoch 1905 | loss: 0.0310897 | val_loss: 0.0311384 | Time: 6681.22 ms [2022-02-19 23:57:12 main:574] : INFO : Epoch 1906 | loss: 0.0310947 | val_loss: 0.0311456 | Time: 6585.15 ms [2022-02-19 23:57:19 main:574] : INFO : Epoch 1907 | loss: 0.0310983 | val_loss: 0.0311361 | Time: 6597.28 ms [2022-02-19 23:57:25 main:574] : INFO : Epoch 1908 | loss: 0.0310917 | val_loss: 0.0311468 | Time: 6629.51 ms [2022-02-19 23:57:32 main:574] : INFO : Epoch 1909 | loss: 0.0310895 | val_loss: 0.0311468 | Time: 6583.56 ms [2022-02-19 23:57:39 main:574] : INFO : Epoch 1910 | loss: 0.0310888 | val_loss: 0.0311397 | Time: 6616.19 ms [2022-02-19 23:57:45 main:574] : INFO : Epoch 1911 | loss: 0.0310907 | val_loss: 0.0311366 | Time: 6715.14 ms [2022-02-19 23:57:52 main:574] : INFO : Epoch 1912 | loss: 0.0310978 | val_loss: 0.0311359 | Time: 6631.93 ms [2022-02-19 23:57:59 main:574] : INFO : Epoch 1913 | loss: 0.0310907 | val_loss: 0.0311473 | Time: 6515.32 ms [2022-02-19 23:58:05 main:574] : INFO : Epoch 1914 | loss: 0.03109 | val_loss: 0.0311386 | Time: 6621.96 ms [2022-02-19 23:58:12 main:574] : INFO : Epoch 1915 | loss: 0.0310832 | val_loss: 0.0311365 | Time: 6596.17 ms [2022-02-19 23:58:19 main:574] : INFO : Epoch 1916 | loss: 0.0310831 | val_loss: 0.0311393 | Time: 6543.88 ms [2022-02-19 23:58:25 main:574] : INFO : Epoch 1917 | loss: 0.031089 | val_loss: 0.0311541 | Time: 6627.19 ms [2022-02-19 23:58:32 main:574] : INFO : Epoch 1918 | loss: 0.0310967 | val_loss: 0.0311512 | Time: 6608.33 ms [2022-02-19 23:58:38 main:574] : INFO : Epoch 1919 | loss: 0.0310967 | val_loss: 0.031142 | Time: 6596.04 ms [2022-02-19 23:58:45 main:574] : INFO : Epoch 1920 | loss: 0.0310942 | val_loss: 0.0311468 | Time: 6639.62 ms [2022-02-19 23:58:52 main:574] : INFO : Epoch 1921 | loss: 0.0310904 | val_loss: 0.031141 | Time: 6584.87 ms [2022-02-19 23:58:58 main:574] : INFO : Epoch 1922 | loss: 0.0310976 | val_loss: 0.031138 | Time: 6580.41 ms [2022-02-19 23:59:05 main:574] : INFO : Epoch 1923 | loss: 0.0310942 | val_loss: 0.0311451 | Time: 6609.54 ms [2022-02-19 23:59:12 main:574] : INFO : Epoch 1924 | loss: 0.0310884 | val_loss: 0.031147 | Time: 6670.44 ms [2022-02-19 23:59:18 main:574] : INFO : Epoch 1925 | loss: 0.0310915 | val_loss: 0.0311413 | Time: 6551.13 ms [2022-02-19 23:59:25 main:574] : INFO : Epoch 1926 | loss: 0.0310912 | val_loss: 0.0311475 | Time: 6683.61 ms [2022-02-19 23:59:32 main:574] : INFO : Epoch 1927 | loss: 0.0310882 | val_loss: 0.0311478 | Time: 6628.06 ms [2022-02-19 23:59:38 main:574] : INFO : Epoch 1928 | loss: 0.0310885 | val_loss: 0.031149 | Time: 6621.3 ms [2022-02-19 23:59:45 main:574] : INFO : Epoch 1929 | loss: 0.0310923 | val_loss: 0.0311467 | Time: 6650.71 ms [2022-02-19 23:59:52 main:574] : INFO : Epoch 1930 | loss: 0.031088 | val_loss: 0.0311568 | Time: 6692.31 ms [2022-02-19 23:59:59 main:574] : INFO : Epoch 1931 | loss: 0.0310884 | val_loss: 0.0311489 | Time: 6685.89 ms [2022-02-20 00:00:05 main:574] : INFO : Epoch 1932 | loss: 0.0310881 | val_loss: 0.031147 | Time: 6590.99 ms [2022-02-20 00:00:12 main:574] : INFO : Epoch 1933 | loss: 0.03109 | val_loss: 0.0311422 | Time: 6573.3 ms [2022-02-20 00:00:19 main:574] : INFO : Epoch 1934 | loss: 0.0310873 | val_loss: 0.0311471 | Time: 6660.15 ms [2022-02-20 00:00:25 main:574] : INFO : Epoch 1935 | loss: 0.0310915 | val_loss: 0.0311564 | Time: 6594.71 ms [2022-02-20 00:00:32 main:574] : INFO : Epoch 1936 | loss: 0.0310934 | val_loss: 0.031148 | Time: 6674.67 ms [2022-02-20 00:00:39 main:574] : INFO : Epoch 1937 | loss: 0.0310926 | val_loss: 0.0311414 | Time: 6585.4 ms [2022-02-20 00:00:45 main:574] : INFO : Epoch 1938 | loss: 0.0310877 | val_loss: 0.0311615 | Time: 6776.32 ms [2022-02-20 00:00:52 main:574] : INFO : Epoch 1939 | loss: 0.0310927 | val_loss: 0.0311519 | Time: 6637.04 ms [2022-02-20 00:00:59 main:574] : INFO : Epoch 1940 | loss: 0.0310986 | val_loss: 0.0311479 | Time: 6582.28 ms [2022-02-20 00:01:05 main:574] : INFO : Epoch 1941 | loss: 0.0310881 | val_loss: 0.0311459 | Time: 6658.66 ms [2022-02-20 00:01:12 main:574] : INFO : Epoch 1942 | loss: 0.0310888 | val_loss: 0.0311522 | Time: 6636.28 ms [2022-02-20 00:01:19 main:574] : INFO : Epoch 1943 | loss: 0.0310858 | val_loss: 0.0311435 | Time: 6677.8 ms [2022-02-20 00:01:25 main:574] : INFO : Epoch 1944 | loss: 0.0310876 | val_loss: 0.0311535 | Time: 6683.8 ms [2022-02-20 00:01:32 main:574] : INFO : Epoch 1945 | loss: 0.0310832 | val_loss: 0.0311536 | Time: 6668.98 ms [2022-02-20 00:01:39 main:574] : INFO : Epoch 1946 | loss: 0.0310848 | val_loss: 0.0311474 | Time: 6666.59 ms [2022-02-20 00:01:46 main:574] : INFO : Epoch 1947 | loss: 0.0310878 | val_loss: 0.0311476 | Time: 6634.88 ms [2022-02-20 00:01:52 main:574] : INFO : Epoch 1948 | loss: 0.0310859 | val_loss: 0.0311455 | Time: 6650.91 ms [2022-02-20 00:01:59 main:574] : INFO : Epoch 1949 | loss: 0.031088 | val_loss: 0.0311571 | Time: 6581.44 ms [2022-02-20 00:02:06 main:574] : INFO : Epoch 1950 | loss: 0.0310937 | val_loss: 0.0311442 | Time: 6602.9 ms [2022-02-20 00:02:12 main:574] : INFO : Epoch 1951 | loss: 0.0311044 | val_loss: 0.0311457 | Time: 6733.24 ms [2022-02-20 00:02:19 main:574] : INFO : Epoch 1952 | loss: 0.0310867 | val_loss: 0.0311472 | Time: 6644.9 ms [2022-02-20 00:02:26 main:574] : INFO : Epoch 1953 | loss: 0.0310831 | val_loss: 0.0311442 | Time: 6563.46 ms [2022-02-20 00:02:32 main:574] : INFO : Epoch 1954 | loss: 0.0310838 | val_loss: 0.0311483 | Time: 6692.53 ms [2022-02-20 00:02:39 main:574] : INFO : Epoch 1955 | loss: 0.031086 | val_loss: 0.0311479 | Time: 6682.47 ms [2022-02-20 00:02:46 main:574] : INFO : Epoch 1956 | loss: 0.031092 | val_loss: 0.0311499 | Time: 6698.28 ms [2022-02-20 00:02:53 main:574] : INFO : Epoch 1957 | loss: 0.0310953 | val_loss: 0.0311452 | Time: 6658.57 ms [2022-02-20 00:02:59 main:574] : INFO : Epoch 1958 | loss: 0.0310988 | val_loss: 0.0311488 | Time: 6653.24 ms [2022-02-20 00:03:06 main:574] : INFO : Epoch 1959 | loss: 0.0310932 | val_loss: 0.0311523 | Time: 6632.35 ms [2022-02-20 00:03:13 main:574] : INFO : Epoch 1960 | loss: 0.0310884 | val_loss: 0.0311436 | Time: 6654.9 ms [2022-02-20 00:03:19 main:574] : INFO : Epoch 1961 | loss: 0.031086 | val_loss: 0.0311415 | Time: 6633.9 ms [2022-02-20 00:03:26 main:574] : INFO : Epoch 1962 | loss: 0.0310835 | val_loss: 0.0311534 | Time: 6575.01 ms [2022-02-20 00:03:33 main:574] : INFO : Epoch 1963 | loss: 0.0310815 | val_loss: 0.0311456 | Time: 6553.49 ms [2022-02-20 00:03:39 main:574] : INFO : Epoch 1964 | loss: 0.0310844 | val_loss: 0.0311422 | Time: 6567.36 ms [2022-02-20 00:03:46 main:574] : INFO : Epoch 1965 | loss: 0.0310923 | val_loss: 0.0311403 | Time: 6638.86 ms [2022-02-20 00:03:53 main:574] : INFO : Epoch 1966 | loss: 0.0310918 | val_loss: 0.0311363 | Time: 6600.23 ms [2022-02-20 00:03:59 main:574] : INFO : Epoch 1967 | loss: 0.0310886 | val_loss: 0.031143 | Time: 6598.11 ms [2022-02-20 00:04:06 main:574] : INFO : Epoch 1968 | loss: 0.0310832 | val_loss: 0.0311456 | Time: 6653.25 ms [2022-02-20 00:04:13 main:574] : INFO : Epoch 1969 | loss: 0.0310831 | val_loss: 0.0311436 | Time: 6616.56 ms [2022-02-20 00:04:19 main:574] : INFO : Epoch 1970 | loss: 0.0310859 | val_loss: 0.0311439 | Time: 6615.4 ms [2022-02-20 00:04:26 main:574] : INFO : Epoch 1971 | loss: 0.0310896 | val_loss: 0.0311525 | Time: 6643.61 ms [2022-02-20 00:04:33 main:574] : INFO : Epoch 1972 | loss: 0.0310826 | val_loss: 0.0311465 | Time: 6677.09 ms [2022-02-20 00:04:39 main:574] : INFO : Epoch 1973 | loss: 0.0310859 | val_loss: 0.0311456 | Time: 6615.28 ms [2022-02-20 00:04:46 main:574] : INFO : Epoch 1974 | loss: 0.0310854 | val_loss: 0.0311421 | Time: 6602.98 ms [2022-02-20 00:04:53 main:574] : INFO : Epoch 1975 | loss: 0.0310816 | val_loss: 0.0311407 | Time: 6606.69 ms [2022-02-20 00:04:59 main:574] : INFO : Epoch 1976 | loss: 0.0310851 | val_loss: 0.0311574 | Time: 6601.18 ms [2022-02-20 00:05:06 main:574] : INFO : Epoch 1977 | loss: 0.0310814 | val_loss: 0.031154 | Time: 6701.68 ms [2022-02-20 00:05:13 main:574] : INFO : Epoch 1978 | loss: 0.0310788 | val_loss: 0.03115 | Time: 6609.62 ms [2022-02-20 00:05:19 main:574] : INFO : Epoch 1979 | loss: 0.0310874 | val_loss: 0.0311605 | Time: 6646.15 ms [2022-02-20 00:05:26 main:574] : INFO : Epoch 1980 | loss: 0.0310908 | val_loss: 0.0311367 | Time: 6664.78 ms [2022-02-20 00:05:33 main:574] : INFO : Epoch 1981 | loss: 0.0310855 | val_loss: 0.0311599 | Time: 6599.91 ms [2022-02-20 00:05:39 main:574] : INFO : Epoch 1982 | loss: 0.0310836 | val_loss: 0.031145 | Time: 6612.6 ms [2022-02-20 00:05:46 main:574] : INFO : Epoch 1983 | loss: 0.0310782 | val_loss: 0.0311475 | Time: 6669.81 ms [2022-02-20 00:05:53 main:574] : INFO : Epoch 1984 | loss: 0.0310807 | val_loss: 0.0311424 | Time: 6612.24 ms [2022-02-20 00:05:59 main:574] : INFO : Epoch 1985 | loss: 0.0310873 | val_loss: 0.0311386 | Time: 6611.17 ms [2022-02-20 00:06:06 main:574] : INFO : Epoch 1986 | loss: 0.0310822 | val_loss: 0.0311404 | Time: 6563.15 ms [2022-02-20 00:06:13 main:574] : INFO : Epoch 1987 | loss: 0.0310809 | val_loss: 0.0311411 | Time: 6617.95 ms [2022-02-20 00:06:19 main:574] : INFO : Epoch 1988 | loss: 0.0310818 | val_loss: 0.0311484 | Time: 6565.16 ms [2022-02-20 00:06:26 main:574] : INFO : Epoch 1989 | loss: 0.031087 | val_loss: 0.0311569 | Time: 6617.12 ms [2022-02-20 00:06:33 main:574] : INFO : Epoch 1990 | loss: 0.031089 | val_loss: 0.0311484 | Time: 6620.67 ms [2022-02-20 00:06:39 main:574] : INFO : Epoch 1991 | loss: 0.0310953 | val_loss: 0.0311419 | Time: 6626.05 ms [2022-02-20 00:06:46 main:574] : INFO : Epoch 1992 | loss: 0.0311 | val_loss: 0.0311419 | Time: 6618.79 ms [2022-02-20 00:06:53 main:574] : INFO : Epoch 1993 | loss: 0.0310892 | val_loss: 0.0311366 | Time: 6659.32 ms [2022-02-20 00:06:59 main:574] : INFO : Epoch 1994 | loss: 0.0310885 | val_loss: 0.0311359 | Time: 6650.4 ms [2022-02-20 00:07:06 main:574] : INFO : Epoch 1995 | loss: 0.0310859 | val_loss: 0.0311363 | Time: 6655.47 ms [2022-02-20 00:07:13 main:574] : INFO : Epoch 1996 | loss: 0.0310872 | val_loss: 0.0311402 | Time: 6707.66 ms [2022-02-20 00:07:19 main:574] : INFO : Epoch 1997 | loss: 0.0310802 | val_loss: 0.0311437 | Time: 6647.49 ms [2022-02-20 00:07:26 main:574] : INFO : Epoch 1998 | loss: 0.0310794 | val_loss: 0.0311484 | Time: 6689.97 ms [2022-02-20 00:07:33 main:574] : INFO : Epoch 1999 | loss: 0.0310779 | val_loss: 0.0311479 | Time: 6778.23 ms [2022-02-20 00:07:40 main:574] : INFO : Epoch 2000 | loss: 0.0310841 | val_loss: 0.0311379 | Time: 6553.76 ms [2022-02-20 00:07:46 main:574] : INFO : Epoch 2001 | loss: 0.031093 | val_loss: 0.0311537 | Time: 6608.84 ms [2022-02-20 00:07:53 main:574] : INFO : Epoch 2002 | loss: 0.0310819 | val_loss: 0.0311518 | Time: 6652.05 ms [2022-02-20 00:08:00 main:574] : INFO : Epoch 2003 | loss: 0.03108 | val_loss: 0.0311422 | Time: 6622.48 ms [2022-02-20 00:08:06 main:574] : INFO : Epoch 2004 | loss: 0.0310771 | val_loss: 0.0311431 | Time: 6707.93 ms [2022-02-20 00:08:13 main:574] : INFO : Epoch 2005 | loss: 0.0310904 | val_loss: 0.0311669 | Time: 6612.83 ms [2022-02-20 00:08:20 main:574] : INFO : Epoch 2006 | loss: 0.0310813 | val_loss: 0.0311485 | Time: 6575.27 ms [2022-02-20 00:08:26 main:574] : INFO : Epoch 2007 | loss: 0.0310783 | val_loss: 0.0311486 | Time: 6658.53 ms [2022-02-20 00:08:33 main:574] : INFO : Epoch 2008 | loss: 0.0310899 | val_loss: 0.0311465 | Time: 6641.42 ms [2022-02-20 00:08:40 main:574] : INFO : Epoch 2009 | loss: 0.0310859 | val_loss: 0.031156 | Time: 6689.94 ms [2022-02-20 00:08:47 main:574] : INFO : Epoch 2010 | loss: 0.0310839 | val_loss: 0.0311581 | Time: 6718.87 ms [2022-02-20 00:08:53 main:574] : INFO : Epoch 2011 | loss: 0.0310829 | val_loss: 0.0311499 | Time: 6651.41 ms [2022-02-20 00:09:00 main:574] : INFO : Epoch 2012 | loss: 0.0310805 | val_loss: 0.0311503 | Time: 6648.08 ms [2022-02-20 00:09:07 main:574] : INFO : Epoch 2013 | loss: 0.0310847 | val_loss: 0.0311553 | Time: 6692.83 ms [2022-02-20 00:09:13 main:574] : INFO : Epoch 2014 | loss: 0.0310816 | val_loss: 0.0311459 | Time: 6637.32 ms [2022-02-20 00:09:20 main:574] : INFO : Epoch 2015 | loss: 0.03108 | val_loss: 0.0311398 | Time: 6591.24 ms [2022-02-20 00:09:27 main:574] : INFO : Epoch 2016 | loss: 0.0310813 | val_loss: 0.0311513 | Time: 6503.98 ms [2022-02-20 00:09:33 main:574] : INFO : Epoch 2017 | loss: 0.0310887 | val_loss: 0.0311411 | Time: 6606.66 ms [2022-02-20 00:09:40 main:574] : INFO : Epoch 2018 | loss: 0.0310809 | val_loss: 0.0311481 | Time: 6580.31 ms [2022-02-20 00:09:47 main:574] : INFO : Epoch 2019 | loss: 0.0310788 | val_loss: 0.0311417 | Time: 6587.66 ms [2022-02-20 00:09:53 main:574] : INFO : Epoch 2020 | loss: 0.0310801 | val_loss: 0.0311479 | Time: 6662.85 ms [2022-02-20 00:10:00 main:574] : INFO : Epoch 2021 | loss: 0.0310814 | val_loss: 0.0311453 | Time: 6700.04 ms [2022-02-20 00:10:07 main:574] : INFO : Epoch 2022 | loss: 0.031084 | val_loss: 0.0311525 | Time: 6665.09 ms [2022-02-20 00:10:13 main:574] : INFO : Epoch 2023 | loss: 0.0310848 | val_loss: 0.0311527 | Time: 6523.81 ms [2022-02-20 00:10:20 main:574] : INFO : Epoch 2024 | loss: 0.031079 | val_loss: 0.0311591 | Time: 6601.61 ms [2022-02-20 00:10:27 main:574] : INFO : Epoch 2025 | loss: 0.0310832 | val_loss: 0.0311548 | Time: 6654.13 ms [2022-02-20 00:10:33 main:574] : INFO : Epoch 2026 | loss: 0.0310873 | val_loss: 0.0311562 | Time: 6597.07 ms [2022-02-20 00:10:40 main:574] : INFO : Epoch 2027 | loss: 0.0310724 | val_loss: 0.0311523 | Time: 6489.15 ms [2022-02-20 00:10:47 main:574] : INFO : Epoch 2028 | loss: 0.031072 | val_loss: 0.0311462 | Time: 6745.66 ms [2022-02-20 00:10:53 main:574] : INFO : Epoch 2029 | loss: 0.031076 | val_loss: 0.0311464 | Time: 6630.11 ms [2022-02-20 00:11:00 main:574] : INFO : Epoch 2030 | loss: 0.0310775 | val_loss: 0.0311457 | Time: 6580.17 ms [2022-02-20 00:11:07 main:574] : INFO : Epoch 2031 | loss: 0.031076 | val_loss: 0.031139 | Time: 6622.89 ms [2022-02-20 00:11:13 main:574] : INFO : Epoch 2032 | loss: 0.0310775 | val_loss: 0.0311423 | Time: 6639.72 ms [2022-02-20 00:11:20 main:574] : INFO : Epoch 2033 | loss: 0.0310777 | val_loss: 0.031144 | Time: 6552.67 ms [2022-02-20 00:11:27 main:574] : INFO : Epoch 2034 | loss: 0.0310801 | val_loss: 0.0311424 | Time: 6666.01 ms [2022-02-20 00:11:33 main:574] : INFO : Epoch 2035 | loss: 0.0310749 | val_loss: 0.0311478 | Time: 6612.4 ms [2022-02-20 00:11:40 main:574] : INFO : Epoch 2036 | loss: 0.0310744 | val_loss: 0.031152 | Time: 6647.44 ms [2022-02-20 00:11:46 main:574] : INFO : Epoch 2037 | loss: 0.0310764 | val_loss: 0.0311518 | Time: 6501.7 ms [2022-02-20 00:11:53 main:574] : INFO : Epoch 2038 | loss: 0.0310791 | val_loss: 0.0311351 | Time: 6690.04 ms [2022-02-20 00:12:00 main:574] : INFO : Epoch 2039 | loss: 0.0310818 | val_loss: 0.03114 | Time: 6807.23 ms [2022-02-20 00:12:07 main:574] : INFO : Epoch 2040 | loss: 0.031083 | val_loss: 0.0311445 | Time: 6621.03 ms [2022-02-20 00:12:13 main:574] : INFO : Epoch 2041 | loss: 0.031084 | val_loss: 0.0311713 | Time: 6662.36 ms [2022-02-20 00:12:20 main:574] : INFO : Epoch 2042 | loss: 0.0310809 | val_loss: 0.0311526 | Time: 6627.62 ms [2022-02-20 00:12:27 main:574] : INFO : Epoch 2043 | loss: 0.0310776 | val_loss: 0.0311483 | Time: 6547.29 ms [2022-02-20 00:12:33 main:574] : INFO : Epoch 2044 | loss: 0.0310782 | val_loss: 0.0311503 | Time: 6567.17 ms [2022-02-20 00:12:40 main:574] : INFO : Epoch 2045 | loss: 0.0310764 | val_loss: 0.0311611 | Time: 6672.72 ms [2022-02-20 00:12:47 main:574] : INFO : Epoch 2046 | loss: 0.0310744 | val_loss: 0.0311549 | Time: 6680.64 ms [2022-02-20 00:12:54 main:574] : INFO : Epoch 2047 | loss: 0.0310805 | val_loss: 0.0311556 | Time: 6587.68 ms [2022-02-20 00:13:00 main:574] : INFO : Epoch 2048 | loss: 0.0310886 | val_loss: 0.0311512 | Time: 6596.11 ms [2022-02-20 00:13:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311512 [2022-02-20 00:13:00 main:603] : INFO : Saving end state to config to file [2022-02-20 00:13:00 main:608] : INFO : Success, exiting.. 00:13:00 (5900): 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)