Task 4608071
| Name | ParityMachine-1617245131-2857-0_2 |
| Workunit | 2590280 |
| Created | 3 Apr 2021, 9:55:35 UTC |
| Sent | 3 Apr 2021, 10:27:12 UTC |
| Report deadline | 11 Apr 2021, 10:27:12 UTC |
| Received | 3 Apr 2021, 15:25:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 54 min 27 sec |
| CPU time | 1 hours 52 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309585 | val_loss: 0.0313982 | Time: 3335.34 ms
[2021-04-03 15:56:06 main:574] : INFO : Epoch 1543 | loss: 0.0309483 | val_loss: 0.0313657 | Time: 3322.7 ms
[2021-04-03 15:56:09 main:574] : INFO : Epoch 1544 | loss: 0.030954 | val_loss: 0.0313644 | Time: 3340.66 ms
[2021-04-03 15:56:12 main:574] : INFO : Epoch 1545 | loss: 0.0309574 | val_loss: 0.0313926 | Time: 3351.43 ms
[2021-04-03 15:56:16 main:574] : INFO : Epoch 1546 | loss: 0.0309575 | val_loss: 0.0313624 | Time: 3359.51 ms
[2021-04-03 15:56:19 main:574] : INFO : Epoch 1547 | loss: 0.0309623 | val_loss: 0.0313576 | Time: 3369.28 ms
[2021-04-03 15:56:22 main:574] : INFO : Epoch 1548 | loss: 0.0309657 | val_loss: 0.0313506 | Time: 3351.81 ms
[2021-04-03 15:56:26 main:574] : INFO : Epoch 1549 | loss: 0.0309445 | val_loss: 0.0313993 | Time: 3359.12 ms
[2021-04-03 15:56:29 main:574] : INFO : Epoch 1550 | loss: 0.030941 | val_loss: 0.0313628 | Time: 3337.76 ms
[2021-04-03 15:56:32 main:574] : INFO : Epoch 1551 | loss: 0.0309479 | val_loss: 0.0313293 | Time: 3344.6 ms
[2021-04-03 15:56:36 main:574] : INFO : Epoch 1552 | loss: 0.0309621 | val_loss: 0.0313666 | Time: 3352.5 ms
[2021-04-03 15:56:39 main:574] : INFO : Epoch 1553 | loss: 0.0309572 | val_loss: 0.0313879 | Time: 3353.22 ms
[2021-04-03 15:56:43 main:574] : INFO : Epoch 1554 | loss: 0.0309578 | val_loss: 0.0313531 | Time: 3354.05 ms
[2021-04-03 15:56:46 main:574] : INFO : Epoch 1555 | loss: 0.0309457 | val_loss: 0.0313317 | Time: 3347.04 ms
[2021-04-03 15:56:49 main:574] : INFO : Epoch 1556 | loss: 0.0309498 | val_loss: 0.0313993 | Time: 3303.7 ms
[2021-04-03 15:56:53 main:574] : INFO : Epoch 1557 | loss: 0.0309496 | val_loss: 0.0313737 | Time: 3365.03 ms
[2021-04-03 15:56:56 main:574] : INFO : Epoch 1558 | loss: 0.0309546 | val_loss: 0.0313236 | Time: 3367.46 ms
[2021-04-03 15:56:59 main:574] : INFO : Epoch 1559 | loss: 0.0309575 | val_loss: 0.0313291 | Time: 3337.59 ms
[2021-04-03 15:57:03 main:574] : INFO : Epoch 1560 | loss: 0.0309749 | val_loss: 0.0313256 | Time: 3350.11 ms
[2021-04-03 15:57:06 main:574] : INFO : Epoch 1561 | loss: 0.0309775 | val_loss: 0.0313684 | Time: 3372.75 ms
[2021-04-03 15:57:09 main:574] : INFO : Epoch 1562 | loss: 0.0309626 | val_loss: 0.0313477 | Time: 3394.89 ms
[2021-04-03 15:57:13 main:574] : INFO : Epoch 1563 | loss: 0.0309631 | val_loss: 0.0313535 | Time: 3339.32 ms
[2021-04-03 15:57:16 main:574] : INFO : Epoch 1564 | loss: 0.0309513 | val_loss: 0.0313349 | Time: 3400.05 ms
[2021-04-03 15:57:20 main:574] : INFO : Epoch 1565 | loss: 0.0309492 | val_loss: 0.0313871 | Time: 3344.28 ms
[2021-04-03 15:57:23 main:574] : INFO : Epoch 1566 | loss: 0.0309536 | val_loss: 0.0313646 | Time: 3381.16 ms
[2021-04-03 15:57:26 main:574] : INFO : Epoch 1567 | loss: 0.0309482 | val_loss: 0.0313547 | Time: 3354.32 ms
[2021-04-03 15:57:30 main:574] : INFO : Epoch 1568 | loss: 0.0309433 | val_loss: 0.0313871 | Time: 3378.96 ms
[2021-04-03 15:57:33 main:574] : INFO : Epoch 1569 | loss: 0.0309532 | val_loss: 0.0313473 | Time: 3352.22 ms
[2021-04-03 15:57:36 main:574] : INFO : Epoch 1570 | loss: 0.0309469 | val_loss: 0.0313178 | Time: 3371.57 ms
[2021-04-03 15:57:40 main:574] : INFO : Epoch 1571 | loss: 0.0309646 | val_loss: 0.0313623 | Time: 3352.67 ms
[2021-04-03 15:57:43 main:574] : INFO : Epoch 1572 | loss: 0.0309517 | val_loss: 0.0313459 | Time: 3375.31 ms
[2021-04-03 15:57:47 main:574] : INFO : Epoch 1573 | loss: 0.030954 | val_loss: 0.0314336 | Time: 3405.47 ms
[2021-04-03 15:57:50 main:574] : INFO : Epoch 1574 | loss: 0.0309755 | val_loss: 0.0314237 | Time: 3377.03 ms
[2021-04-03 15:57:53 main:574] : INFO : Epoch 1575 | loss: 0.0309626 | val_loss: 0.031363 | Time: 3384.2 ms
[2021-04-03 15:57:57 main:574] : INFO : Epoch 1576 | loss: 0.0309577 | val_loss: 0.0313176 | Time: 3391.04 ms
[2021-04-03 15:58:00 main:574] : INFO : Epoch 1577 | loss: 0.03095 | val_loss: 0.0313891 | Time: 3360.78 ms
[2021-04-03 15:58:04 main:574] : INFO : Epoch 1578 | loss: 0.0309428 | val_loss: 0.0313391 | Time: 3390.05 ms
[2021-04-03 15:58:07 main:574] : INFO : Epoch 1579 | loss: 0.0309406 | val_loss: 0.0313506 | Time: 3374.26 ms
[2021-04-03 15:58:10 main:574] : INFO : Epoch 1580 | loss: 0.0309479 | val_loss: 0.0313746 | Time: 3329.93 ms
[2021-04-03 15:58:14 main:574] : INFO : Epoch 1581 | loss: 0.0309633 | val_loss: 0.0313143 | Time: 3350.73 ms
[2021-04-03 15:58:17 main:574] : INFO : Epoch 1582 | loss: 0.0309553 | val_loss: 0.0313599 | Time: 3322.53 ms
[2021-04-03 15:58:20 main:574] : INFO : Epoch 1583 | loss: 0.0309466 | val_loss: 0.0313724 | Time: 3352.8 ms
[2021-04-03 15:58:24 main:574] : INFO : Epoch 1584 | loss: 0.0309521 | val_loss: 0.0313282 | Time: 3336.98 ms
[2021-04-03 15:58:27 main:574] : INFO : Epoch 1585 | loss: 0.0309577 | val_loss: 0.03139 | Time: 3327.99 ms
[2021-04-03 15:58:30 main:574] : INFO : Epoch 1586 | loss: 0.0309502 | val_loss: 0.0313629 | Time: 3355.52 ms
[2021-04-03 15:58:34 main:574] : INFO : Epoch 1587 | loss: 0.0309565 | val_loss: 0.0313594 | Time: 3334.29 ms
[2021-04-03 15:58:37 main:574] : INFO : Epoch 1588 | loss: 0.0309524 | val_loss: 0.0313474 | Time: 3328.73 ms
[2021-04-03 15:58:40 main:574] : INFO : Epoch 1589 | loss: 0.0309558 | val_loss: 0.0313937 | Time: 3359.71 ms
[2021-04-03 15:58:44 main:574] : INFO : Epoch 1590 | loss: 0.0309531 | val_loss: 0.0313817 | Time: 3334.82 ms
[2021-04-03 15:58:47 main:574] : INFO : Epoch 1591 | loss: 0.0309468 | val_loss: 0.0313459 | Time: 3321.87 ms
[2021-04-03 15:58:50 main:574] : INFO : Epoch 1592 | loss: 0.0309479 | val_loss: 0.031333 | Time: 3290.1 ms
[2021-04-03 15:58:54 main:574] : INFO : Epoch 1593 | loss: 0.0309543 | val_loss: 0.0313782 | Time: 3371.44 ms
[2021-04-03 15:58:57 main:574] : INFO : Epoch 1594 | loss: 0.0309526 | val_loss: 0.0313582 | Time: 3353.82 ms
[2021-04-03 15:59:00 main:574] : INFO : Epoch 1595 | loss: 0.0309569 | val_loss: 0.0313894 | Time: 3329.66 ms
[2021-04-03 15:59:04 main:574] : INFO : Epoch 1596 | loss: 0.030959 | val_loss: 0.0313269 | Time: 3357.88 ms
[2021-04-03 15:59:07 main:574] : INFO : Epoch 1597 | loss: 0.0309809 | val_loss: 0.0313376 | Time: 3329.79 ms
[2021-04-03 15:59:11 main:574] : INFO : Epoch 1598 | loss: 0.0309564 | val_loss: 0.031397 | Time: 3356.03 ms
[2021-04-03 15:59:14 main:574] : INFO : Epoch 1599 | loss: 0.0309644 | val_loss: 0.0313834 | Time: 3355.84 ms
[2021-04-03 15:59:17 main:574] : INFO : Epoch 1600 | loss: 0.0309544 | val_loss: 0.0313843 | Time: 3346.44 ms
[2021-04-03 15:59:21 main:574] : INFO : Epoch 1601 | loss: 0.030961 | val_loss: 0.0313467 | Time: 3339.12 ms
[2021-04-03 15:59:24 main:574] : INFO : Epoch 1602 | loss: 0.0309541 | val_loss: 0.0313519 | Time: 3372.91 ms
[2021-04-03 15:59:27 main:574] : INFO : Epoch 1603 | loss: 0.0309605 | val_loss: 0.0314547 | Time: 3401 ms
[2021-04-03 15:59:31 main:574] : INFO : Epoch 1604 | loss: 0.0312242 | val_loss: 0.0314924 | Time: 3353.67 ms
[2021-04-03 15:59:34 main:574] : INFO : Epoch 1605 | loss: 0.0311688 | val_loss: 0.0314293 | Time: 3325.9 ms
[2021-04-03 15:59:37 main:574] : INFO : Epoch 1606 | loss: 0.030974 | val_loss: 0.0313734 | Time: 3355.41 ms
[2021-04-03 15:59:41 main:574] : INFO : Epoch 1607 | loss: 0.030947 | val_loss: 0.0313671 | Time: 3357.43 ms
[2021-04-03 15:59:44 main:574] : INFO : Epoch 1608 | loss: 0.0309556 | val_loss: 0.0313569 | Time: 3345.27 ms
[2021-04-03 15:59:47 main:574] : INFO : Epoch 1609 | loss: 0.0309471 | val_loss: 0.031358 | Time: 3336.14 ms
[2021-04-03 15:59:51 main:574] : INFO : Epoch 1610 | loss: 0.0309472 | val_loss: 0.0313825 | Time: 3347.96 ms
[2021-04-03 15:59:54 main:574] : INFO : Epoch 1611 | loss: 0.0309534 | val_loss: 0.0313894 | Time: 3396.58 ms
[2021-04-03 15:59:58 main:574] : INFO : Epoch 1612 | loss: 0.0309748 | val_loss: 0.0313219 | Time: 3363.13 ms
[2021-04-03 16:00:01 main:574] : INFO : Epoch 1613 | loss: 0.0309686 | val_loss: 0.0313638 | Time: 3389.43 ms
[2021-04-03 16:00:04 main:574] : INFO : Epoch 1614 | loss: 0.0309555 | val_loss: 0.0313787 | Time: 3389.23 ms
[2021-04-03 16:00:08 main:574] : INFO : Epoch 1615 | loss: 0.0309455 | val_loss: 0.0313855 | Time: 3371.36 ms
[2021-04-03 16:00:11 main:574] : INFO : Epoch 1616 | loss: 0.0309407 | val_loss: 0.0313634 | Time: 3394.59 ms
[2021-04-03 16:00:15 main:574] : INFO : Epoch 1617 | loss: 0.0309507 | val_loss: 0.0313325 | Time: 3336.9 ms
[2021-04-03 16:00:18 main:574] : INFO : Epoch 1618 | loss: 0.0309537 | val_loss: 0.0313517 | Time: 3339.76 ms
[2021-04-03 16:00:21 main:574] : INFO : Epoch 1619 | loss: 0.030951 | val_loss: 0.0313128 | Time: 3381.19 ms
[2021-04-03 16:00:25 main:574] : INFO : Epoch 1620 | loss: 0.0309443 | val_loss: 0.0314029 | Time: 3353.58 ms
[2021-04-03 16:00:28 main:574] : INFO : Epoch 1621 | loss: 0.0309396 | val_loss: 0.0313558 | Time: 3339.82 ms
[2021-04-03 16:00:31 main:574] : INFO : Epoch 1622 | loss: 0.0309471 | val_loss: 0.0313409 | Time: 3340.76 ms
[2021-04-03 16:00:35 main:574] : INFO : Epoch 1623 | loss: 0.0309509 | val_loss: 0.0313913 | Time: 3328.05 ms
[2021-04-03 16:00:38 main:574] : INFO : Epoch 1624 | loss: 0.0309431 | val_loss: 0.031369 | Time: 3354.77 ms
[2021-04-03 16:00:41 main:574] : INFO : Epoch 1625 | loss: 0.0309524 | val_loss: 0.0314071 | Time: 3322.17 ms
[2021-04-03 16:00:45 main:574] : INFO : Epoch 1626 | loss: 0.0309538 | val_loss: 0.0313172 | Time: 3355.13 ms
[2021-04-03 16:00:48 main:574] : INFO : Epoch 1627 | loss: 0.0309658 | val_loss: 0.0314373 | Time: 3353.64 ms
[2021-04-03 16:00:51 main:574] : INFO : Epoch 1628 | loss: 0.0309612 | val_loss: 0.0313098 | Time: 3318.47 ms
[2021-04-03 16:00:55 main:574] : INFO : Epoch 1629 | loss: 0.0310252 | val_loss: 0.0313211 | Time: 3340.65 ms
[2021-04-03 16:00:58 main:574] : INFO : Epoch 1630 | loss: 0.0309966 | val_loss: 0.0313306 | Time: 3352.03 ms
[2021-04-03 16:01:01 main:574] : INFO : Epoch 1631 | loss: 0.0309576 | val_loss: 0.031399 | Time: 3323.47 ms
[2021-04-03 16:01:05 main:574] : INFO : Epoch 1632 | loss: 0.0309561 | val_loss: 0.0313609 | Time: 3350.64 ms
[2021-04-03 16:01:08 main:574] : INFO : Epoch 1633 | loss: 0.0309509 | val_loss: 0.0313504 | Time: 3347.69 ms
[2021-04-03 16:01:12 main:574] : INFO : Epoch 1634 | loss: 0.0309456 | val_loss: 0.0313373 | Time: 3359.66 ms
[2021-04-03 16:01:15 main:574] : INFO : Epoch 1635 | loss: 0.0309609 | val_loss: 0.0313506 | Time: 3342.73 ms
[2021-04-03 16:01:18 main:574] : INFO : Epoch 1636 | loss: 0.0309559 | val_loss: 0.0313846 | Time: 3338.01 ms
[2021-04-03 16:01:22 main:574] : INFO : Epoch 1637 | loss: 0.0309491 | val_loss: 0.0313515 | Time: 3367.72 ms
[2021-04-03 16:01:25 main:574] : INFO : Epoch 1638 | loss: 0.0309397 | val_loss: 0.0313889 | Time: 3353.73 ms
[2021-04-03 16:01:28 main:574] : INFO : Epoch 1639 | loss: 0.0309409 | val_loss: 0.031406 | Time: 3387.25 ms
[2021-04-03 16:01:32 main:574] : INFO : Epoch 1640 | loss: 0.0309465 | val_loss: 0.0313303 | Time: 3382.59 ms
[2021-04-03 16:01:35 main:574] : INFO : Epoch 1641 | loss: 0.0309547 | val_loss: 0.0313683 | Time: 3340.1 ms
[2021-04-03 16:01:38 main:574] : INFO : Epoch 1642 | loss: 0.0309535 | val_loss: 0.0313505 | Time: 3346.7 ms
[2021-04-03 16:01:42 main:574] : INFO : Epoch 1643 | loss: 0.0309552 | val_loss: 0.0313615 | Time: 3337.22 ms
[2021-04-03 16:01:45 main:574] : INFO : Epoch 1644 | loss: 0.0309642 | val_loss: 0.031357 | Time: 3355.31 ms
[2021-04-03 16:01:49 main:574] : INFO : Epoch 1645 | loss: 0.0309657 | val_loss: 0.0313323 | Time: 3340.73 ms
[2021-04-03 16:01:52 main:574] : INFO : Epoch 1646 | loss: 0.030972 | val_loss: 0.0313145 | Time: 3359.3 ms
[2021-04-03 16:01:55 main:574] : INFO : Epoch 1647 | loss: 0.0309513 | val_loss: 0.0313416 | Time: 3337.63 ms
[2021-04-03 16:01:59 main:574] : INFO : Epoch 1648 | loss: 0.0309457 | val_loss: 0.031398 | Time: 3359.57 ms
[2021-04-03 16:02:02 main:574] : INFO : Epoch 1649 | loss: 0.0309578 | val_loss: 0.0313987 | Time: 3354.03 ms
[2021-04-03 16:02:05 main:574] : INFO : Epoch 1650 | loss: 0.0309456 | val_loss: 0.0313483 | Time: 3345.81 ms
[2021-04-03 16:02:09 main:574] : INFO : Epoch 1651 | loss: 0.0309483 | val_loss: 0.0313748 | Time: 3348.7 ms
[2021-04-03 16:02:12 main:574] : INFO : Epoch 1652 | loss: 0.0309551 | val_loss: 0.0313764 | Time: 3345.44 ms
[2021-04-03 16:02:15 main:574] : INFO : Epoch 1653 | loss: 0.0309458 | val_loss: 0.0313378 | Time: 3338.38 ms
[2021-04-03 16:02:19 main:574] : INFO : Epoch 1654 | loss: 0.0309446 | val_loss: 0.0313563 | Time: 3378.75 ms
[2021-04-03 16:02:22 main:574] : INFO : Epoch 1655 | loss: 0.0309529 | val_loss: 0.0313216 | Time: 3388.2 ms
[2021-04-03 16:02:26 main:574] : INFO : Epoch 1656 | loss: 0.030955 | val_loss: 0.0313913 | Time: 3389.33 ms
[2021-04-03 16:02:29 main:574] : INFO : Epoch 1657 | loss: 0.0309466 | val_loss: 0.0313353 | Time: 3399.06 ms
[2021-04-03 16:02:32 main:574] : INFO : Epoch 1658 | loss: 0.0309516 | val_loss: 0.0313581 | Time: 3355.01 ms
[2021-04-03 16:02:36 main:574] : INFO : Epoch 1659 | loss: 0.0309485 | val_loss: 0.0313528 | Time: 3329.57 ms
[2021-04-03 16:02:39 main:574] : INFO : Epoch 1660 | loss: 0.0309539 | val_loss: 0.0313663 | Time: 3351.82 ms
[2021-04-03 16:02:42 main:574] : INFO : Epoch 1661 | loss: 0.0309539 | val_loss: 0.0313936 | Time: 3316.95 ms
[2021-04-03 16:02:46 main:574] : INFO : Epoch 1662 | loss: 0.0309487 | val_loss: 0.031351 | Time: 3353.05 ms
[2021-04-03 16:02:49 main:574] : INFO : Epoch 1663 | loss: 0.0309744 | val_loss: 0.0313762 | Time: 3384.22 ms
[2021-04-03 16:02:52 main:574] : INFO : Epoch 1664 | loss: 0.0309626 | val_loss: 0.0313598 | Time: 3409.47 ms
[2021-04-03 16:02:56 main:574] : INFO : Epoch 1665 | loss: 0.0309539 | val_loss: 0.0313875 | Time: 3400.18 ms
[2021-04-03 16:02:59 main:574] : INFO : Epoch 1666 | loss: 0.0309623 | val_loss: 0.0313797 | Time: 3383.86 ms
[2021-04-03 16:03:03 main:574] : INFO : Epoch 1667 | loss: 0.0309467 | val_loss: 0.0313492 | Time: 3372.18 ms
[2021-04-03 16:03:06 main:574] : INFO : Epoch 1668 | loss: 0.0309515 | val_loss: 0.0313952 | Time: 3342.03 ms
[2021-04-03 16:03:09 main:574] : INFO : Epoch 1669 | loss: 0.0309715 | val_loss: 0.0313354 | Time: 3326.4 ms
[2021-04-03 16:03:13 main:574] : INFO : Epoch 1670 | loss: 0.0309574 | val_loss: 0.0313653 | Time: 3364.19 ms
[2021-04-03 16:03:16 main:574] : INFO : Epoch 1671 | loss: 0.0309592 | val_loss: 0.0313548 | Time: 3374.52 ms
[2021-04-03 16:03:19 main:574] : INFO : Epoch 1672 | loss: 0.0309546 | val_loss: 0.0313509 | Time: 3391.43 ms
[2021-04-03 16:03:23 main:574] : INFO : Epoch 1673 | loss: 0.0309936 | val_loss: 0.0313437 | Time: 3382.65 ms
[2021-04-03 16:03:26 main:574] : INFO : Epoch 1674 | loss: 0.0309643 | val_loss: 0.0313731 | Time: 3370.12 ms
[2021-04-03 16:03:30 main:574] : INFO : Epoch 1675 | loss: 0.0309465 | val_loss: 0.0313335 | Time: 3314.28 ms
[2021-04-03 16:03:33 main:574] : INFO : Epoch 1676 | loss: 0.0309457 | val_loss: 0.0313286 | Time: 3343.13 ms
[2021-04-03 16:03:36 main:574] : INFO : Epoch 1677 | loss: 0.0309454 | val_loss: 0.0314207 | Time: 3362.62 ms
[2021-04-03 16:03:40 main:574] : INFO : Epoch 1678 | loss: 0.0309436 | val_loss: 0.0313821 | Time: 3356.66 ms
[2021-04-03 16:03:43 main:574] : INFO : Epoch 1679 | loss: 0.0309505 | val_loss: 0.0313254 | Time: 3356.46 ms
[2021-04-03 16:03:46 main:574] : INFO : Epoch 1680 | loss: 0.030965 | val_loss: 0.0313537 | Time: 3323.32 ms
[2021-04-03 16:03:50 main:574] : INFO : Epoch 1681 | loss: 0.0309564 | val_loss: 0.0313547 | Time: 3352.2 ms
[2021-04-03 16:03:53 main:574] : INFO : Epoch 1682 | loss: 0.0309638 | val_loss: 0.0313433 | Time: 3344.52 ms
[2021-04-03 16:03:56 main:574] : INFO : Epoch 1683 | loss: 0.0309562 | val_loss: 0.0313671 | Time: 3347.62 ms
[2021-04-03 16:04:00 main:574] : INFO : Epoch 1684 | loss: 0.0309596 | val_loss: 0.0313525 | Time: 3320.21 ms
[2021-04-03 16:04:03 main:574] : INFO : Epoch 1685 | loss: 0.0309565 | val_loss: 0.0313713 | Time: 3342.69 ms
[2021-04-03 16:04:06 main:574] : INFO : Epoch 1686 | loss: 0.030959 | val_loss: 0.0313427 | Time: 3368.28 ms
[2021-04-03 16:04:10 main:574] : INFO : Epoch 1687 | loss: 0.0309558 | val_loss: 0.0314011 | Time: 3363.81 ms
[2021-04-03 16:04:13 main:574] : INFO : Epoch 1688 | loss: 0.0309575 | val_loss: 0.03132 | Time: 3323.74 ms
[2021-04-03 16:04:17 main:574] : INFO : Epoch 1689 | loss: 0.030977 | val_loss: 0.031309 | Time: 3315.69 ms
[2021-04-03 16:04:20 main:574] : INFO : Epoch 1690 | loss: 0.0309608 | val_loss: 0.0313657 | Time: 3351.87 ms
[2021-04-03 16:04:23 main:574] : INFO : Epoch 1691 | loss: 0.0309587 | val_loss: 0.0314216 | Time: 3322.79 ms
[2021-04-03 16:04:27 main:574] : INFO : Epoch 1692 | loss: 0.0309574 | val_loss: 0.0314047 | Time: 3335.18 ms
[2021-04-03 16:04:30 main:574] : INFO : Epoch 1693 | loss: 0.0309511 | val_loss: 0.0313312 | Time: 3355.12 ms
[2021-04-03 16:04:33 main:574] : INFO : Epoch 1694 | loss: 0.0309541 | val_loss: 0.0313643 | Time: 3391.85 ms
[2021-04-03 16:04:37 main:574] : INFO : Epoch 1695 | loss: 0.0309504 | val_loss: 0.0313788 | Time: 3363.15 ms
[2021-04-03 16:04:40 main:574] : INFO : Epoch 1696 | loss: 0.0309656 | val_loss: 0.0313246 | Time: 3368.45 ms
[2021-04-03 16:04:43 main:574] : INFO : Epoch 1697 | loss: 0.030973 | val_loss: 0.0313057 | Time: 3370.23 ms
[2021-04-03 16:04:47 main:574] : INFO : Epoch 1698 | loss: 0.0309674 | val_loss: 0.0313736 | Time: 3355.6 ms
[2021-04-03 16:04:50 main:574] : INFO : Epoch 1699 | loss: 0.030946 | val_loss: 0.0313237 | Time: 3381.07 ms
[2021-04-03 16:04:54 main:574] : INFO : Epoch 1700 | loss: 0.0309541 | val_loss: 0.0313816 | Time: 3402.94 ms
[2021-04-03 16:04:57 main:574] : INFO : Epoch 1701 | loss: 0.0309449 | val_loss: 0.0313636 | Time: 3394.74 ms
[2021-04-03 16:05:00 main:574] : INFO : Epoch 1702 | loss: 0.0309508 | val_loss: 0.0313551 | Time: 3374.4 ms
[2021-04-03 16:05:04 main:574] : INFO : Epoch 1703 | loss: 0.0309464 | val_loss: 0.0313568 | Time: 3379.32 ms
[2021-04-03 16:05:07 main:574] : INFO : Epoch 1704 | loss: 0.0309616 | val_loss: 0.0313951 | Time: 3360.61 ms
[2021-04-03 16:05:11 main:574] : INFO : Epoch 1705 | loss: 0.0309592 | val_loss: 0.0313426 | Time: 3353.92 ms
[2021-04-03 16:05:14 main:574] : INFO : Epoch 1706 | loss: 0.0309448 | val_loss: 0.0314022 | Time: 3346.52 ms
[2021-04-03 16:05:17 main:574] : INFO : Epoch 1707 | loss: 0.0309459 | val_loss: 0.0313517 | Time: 3332.22 ms
[2021-04-03 16:05:21 main:574] : INFO : Epoch 1708 | loss: 0.0309555 | val_loss: 0.0314119 | Time: 3327.89 ms
[2021-04-03 16:05:24 main:574] : INFO : Epoch 1709 | loss: 0.0309575 | val_loss: 0.0313907 | Time: 3378.38 ms
[2021-04-03 16:05:27 main:574] : INFO : Epoch 1710 | loss: 0.0309707 | val_loss: 0.0313761 | Time: 3365.34 ms
[2021-04-03 16:05:31 main:574] : INFO : Epoch 1711 | loss: 0.0309557 | val_loss: 0.031388 | Time: 3391.03 ms
[2021-04-03 16:05:34 main:574] : INFO : Epoch 1712 | loss: 0.0309624 | val_loss: 0.0313917 | Time: 3386.56 ms
[2021-04-03 16:05:37 main:574] : INFO : Epoch 1713 | loss: 0.0309629 | val_loss: 0.0313328 | Time: 3379.2 ms
[2021-04-03 16:05:41 main:574] : INFO : Epoch 1714 | loss: 0.0309498 | val_loss: 0.0313473 | Time: 3393.78 ms
[2021-04-03 16:05:44 main:574] : INFO : Epoch 1715 | loss: 0.0309478 | val_loss: 0.0313748 | Time: 3351.47 ms
[2021-04-03 16:05:48 main:574] : INFO : Epoch 1716 | loss: 0.030963 | val_loss: 0.0313617 | Time: 3340.39 ms
[2021-04-03 16:05:51 main:574] : INFO : Epoch 1717 | loss: 0.0309444 | val_loss: 0.0313474 | Time: 3299.27 ms
[2021-04-03 16:05:54 main:574] : INFO : Epoch 1718 | loss: 0.0309498 | val_loss: 0.0313867 | Time: 3370.2 ms
[2021-04-03 16:05:58 main:574] : INFO : Epoch 1719 | loss: 0.0309487 | val_loss: 0.0313791 | Time: 3336.6 ms
[2021-04-03 16:06:01 main:574] : INFO : Epoch 1720 | loss: 0.0309536 | val_loss: 0.0314126 | Time: 3343.13 ms
[2021-04-03 16:06:04 main:574] : INFO : Epoch 1721 | loss: 0.0309462 | val_loss: 0.0313537 | Time: 3343.01 ms
[2021-04-03 16:06:08 main:574] : INFO : Epoch 1722 | loss: 0.0309533 | val_loss: 0.031354 | Time: 3331.79 ms
[2021-04-03 16:06:11 main:574] : INFO : Epoch 1723 | loss: 0.0309554 | val_loss: 0.0313756 | Time: 3367.35 ms
[2021-04-03 16:06:14 main:574] : INFO : Epoch 1724 | loss: 0.0309663 | val_loss: 0.0313765 | Time: 3349.97 ms
[2021-04-03 16:06:18 main:574] : INFO : Epoch 1725 | loss: 0.0309595 | val_loss: 0.0313367 | Time: 3381.58 ms
[2021-04-03 16:06:21 main:574] : INFO : Epoch 1726 | loss: 0.0309528 | val_loss: 0.0314013 | Time: 3388.83 ms
[2021-04-03 16:06:25 main:574] : INFO : Epoch 1727 | loss: 0.0309524 | val_loss: 0.0313673 | Time: 3372.12 ms
[2021-04-03 16:06:28 main:574] : INFO : Epoch 1728 | loss: 0.0309674 | val_loss: 0.0313515 | Time: 3373.66 ms
[2021-04-03 16:06:31 main:574] : INFO : Epoch 1729 | loss: 0.0309621 | val_loss: 0.0313489 | Time: 3342.95 ms
[2021-04-03 16:06:35 main:574] : INFO : Epoch 1730 | loss: 0.0309533 | val_loss: 0.0313835 | Time: 3385.01 ms
[2021-04-03 16:06:38 main:574] : INFO : Epoch 1731 | loss: 0.0309487 | val_loss: 0.0313698 | Time: 3280.02 ms
[2021-04-03 16:06:41 main:574] : INFO : Epoch 1732 | loss: 0.03095 | val_loss: 0.031384 | Time: 3392.55 ms
[2021-04-03 16:06:45 main:574] : INFO : Epoch 1733 | loss: 0.0309491 | val_loss: 0.0313549 | Time: 3347.13 ms
[2021-04-03 16:06:48 main:574] : INFO : Epoch 1734 | loss: 0.0309518 | val_loss: 0.031348 | Time: 3350.09 ms
[2021-04-03 16:06:51 main:574] : INFO : Epoch 1735 | loss: 0.0309516 | val_loss: 0.0314014 | Time: 3367.46 ms
[2021-04-03 16:06:55 main:574] : INFO : Epoch 1736 | loss: 0.0309447 | val_loss: 0.0313417 | Time: 3303.29 ms
[2021-04-03 16:06:58 main:574] : INFO : Epoch 1737 | loss: 0.0309519 | val_loss: 0.0313394 | Time: 3365.14 ms
[2021-04-03 16:07:01 main:574] : INFO : Epoch 1738 | loss: 0.0309542 | val_loss: 0.0313917 | Time: 3364.36 ms
[2021-04-03 16:07:05 main:574] : INFO : Epoch 1739 | loss: 0.0309491 | val_loss: 0.0313351 | Time: 3300.18 ms
[2021-04-03 16:07:08 main:574] : INFO : Epoch 1740 | loss: 0.0309524 | val_loss: 0.0314111 | Time: 3338.82 ms
[2021-04-03 16:07:11 main:574] : INFO : Epoch 1741 | loss: 0.0309666 | val_loss: 0.0313841 | Time: 3364.56 ms
[2021-04-03 16:07:15 main:574] : INFO : Epoch 1742 | loss: 0.0309484 | val_loss: 0.0313555 | Time: 3387.31 ms
[2021-04-03 16:07:18 main:574] : INFO : Epoch 1743 | loss: 0.030978 | val_loss: 0.0313554 | Time: 3374.5 ms
[2021-04-03 16:07:22 main:574] : INFO : Epoch 1744 | loss: 0.0309586 | val_loss: 0.0314029 | Time: 3372.33 ms
[2021-04-03 16:07:25 main:574] : INFO : Epoch 1745 | loss: 0.0309619 | val_loss: 0.0313858 | Time: 3381.13 ms
[2021-04-03 16:07:28 main:574] : INFO : Epoch 1746 | loss: 0.0309606 | val_loss: 0.0313495 | Time: 3359.96 ms
[2021-04-03 16:07:32 main:574] : INFO : Epoch 1747 | loss: 0.0309619 | val_loss: 0.0314163 | Time: 3327.18 ms
[2021-04-03 16:07:35 main:574] : INFO : Epoch 1748 | loss: 0.030956 | val_loss: 0.0313793 | Time: 3331.34 ms
[2021-04-03 16:07:38 main:574] : INFO : Epoch 1749 | loss: 0.0309439 | val_loss: 0.0313774 | Time: 3333.68 ms
[2021-04-03 16:07:42 main:574] : INFO : Epoch 1750 | loss: 0.030941 | val_loss: 0.0314013 | Time: 3379.38 ms
[2021-04-03 16:07:45 main:574] : INFO : Epoch 1751 | loss: 0.0309456 | val_loss: 0.0313789 | Time: 3341.61 ms
[2021-04-03 16:07:48 main:574] : INFO : Epoch 1752 | loss: 0.0309546 | val_loss: 0.0312818 | Time: 3309.32 ms
[2021-04-03 16:07:52 main:574] : INFO : Epoch 1753 | loss: 0.0309596 | val_loss: 0.0313284 | Time: 3337.6 ms
[2021-04-03 16:07:55 main:574] : INFO : Epoch 1754 | loss: 0.0309557 | val_loss: 0.031393 | Time: 3338.81 ms
[2021-04-03 16:07:58 main:574] : INFO : Epoch 1755 | loss: 0.0309521 | val_loss: 0.0313595 | Time: 3340.28 ms
[2021-04-03 16:08:02 main:574] : INFO : Epoch 1756 | loss: 0.0309475 | val_loss: 0.0313719 | Time: 3334.77 ms
[2021-04-03 16:08:05 main:574] : INFO : Epoch 1757 | loss: 0.0309519 | val_loss: 0.0313582 | Time: 3346.36 ms
[2021-04-03 16:08:09 main:574] : INFO : Epoch 1758 | loss: 0.0309599 | val_loss: 0.0314216 | Time: 3333.16 ms
[2021-04-03 16:08:12 main:574] : INFO : Epoch 1759 | loss: 0.0309515 | val_loss: 0.0314174 | Time: 3349.05 ms
[2021-04-03 16:08:15 main:574] : INFO : Epoch 1760 | loss: 0.0309491 | val_loss: 0.0313005 | Time: 3312.48 ms
[2021-04-03 16:08:19 main:574] : INFO : Epoch 1761 | loss: 0.030948 | val_loss: 0.031368 | Time: 3327.15 ms
[2021-04-03 16:08:22 main:574] : INFO : Epoch 1762 | loss: 0.0309492 | val_loss: 0.0313813 | Time: 3325.7 ms
[2021-04-03 16:08:25 main:574] : INFO : Epoch 1763 | loss: 0.0309482 | val_loss: 0.0313763 | Time: 3379.16 ms
[2021-04-03 16:08:29 main:574] : INFO : Epoch 1764 | loss: 0.0309498 | val_loss: 0.0313789 | Time: 3312.3 ms
[2021-04-03 16:08:32 main:574] : INFO : Epoch 1765 | loss: 0.03096 | val_loss: 0.0313956 | Time: 3335.57 ms
[2021-04-03 16:08:35 main:574] : INFO : Epoch 1766 | loss: 0.0309563 | val_loss: 0.0313294 | Time: 3371.92 ms
[2021-04-03 16:08:39 main:574] : INFO : Epoch 1767 | loss: 0.0309547 | val_loss: 0.0313706 | Time: 3361.18 ms
[2021-04-03 16:08:42 main:574] : INFO : Epoch 1768 | loss: 0.0309509 | val_loss: 0.0313429 | Time: 3355.24 ms
[2021-04-03 16:08:45 main:574] : INFO : Epoch 1769 | loss: 0.0309641 | val_loss: 0.0313996 | Time: 3369.7 ms
[2021-04-03 16:08:49 main:574] : INFO : Epoch 1770 | loss: 0.0309692 | val_loss: 0.0313606 | Time: 3407.48 ms
[2021-04-03 16:08:52 main:574] : INFO : Epoch 1771 | loss: 0.0309521 | val_loss: 0.0313871 | Time: 3326.74 ms
[2021-04-03 16:08:56 main:574] : INFO : Epoch 1772 | loss: 0.030989 | val_loss: 0.0312527 | Time: 3323.81 ms
[2021-04-03 16:08:59 main:574] : INFO : Epoch 1773 | loss: 0.0310286 | val_loss: 0.0313126 | Time: 3289.74 ms
[2021-04-03 16:09:02 main:574] : INFO : Epoch 1774 | loss: 0.0309795 | val_loss: 0.0313352 | Time: 3330.24 ms
[2021-04-03 16:09:06 main:574] : INFO : Epoch 1775 | loss: 0.0309617 | val_loss: 0.0313189 | Time: 3372.89 ms
[2021-04-03 16:09:09 main:574] : INFO : Epoch 1776 | loss: 0.0309574 | val_loss: 0.0313803 | Time: 3324.09 ms
[2021-04-03 16:09:12 main:574] : INFO : Epoch 1777 | loss: 0.0309546 | val_loss: 0.0313488 | Time: 3350.23 ms
[2021-04-03 16:09:16 main:574] : INFO : Epoch 1778 | loss: 0.0309608 | val_loss: 0.0313428 | Time: 3355.99 ms
[2021-04-03 16:09:19 main:574] : INFO : Epoch 1779 | loss: 0.0309662 | val_loss: 0.0313426 | Time: 3333.65 ms
[2021-04-03 16:09:22 main:574] : INFO : Epoch 1780 | loss: 0.0309548 | val_loss: 0.0313573 | Time: 3341.05 ms
[2021-04-03 16:09:26 main:574] : INFO : Epoch 1781 | loss: 0.0309585 | val_loss: 0.0313845 | Time: 3333.73 ms
[2021-04-03 16:09:29 main:574] : INFO : Epoch 1782 | loss: 0.0309478 | val_loss: 0.0313463 | Time: 3396.33 ms
[2021-04-03 16:09:32 main:574] : INFO : Epoch 1783 | loss: 0.0309523 | val_loss: 0.0313373 | Time: 3403.76 ms
[2021-04-03 16:09:36 main:574] : INFO : Epoch 1784 | loss: 0.0309463 | val_loss: 0.031366 | Time: 3390.91 ms
[2021-04-03 16:09:39 main:574] : INFO : Epoch 1785 | loss: 0.030943 | val_loss: 0.0313523 | Time: 3418.12 ms
[2021-04-03 16:09:43 main:574] : INFO : Epoch 1786 | loss: 0.0309445 | val_loss: 0.0313148 | Time: 3365.66 ms
[2021-04-03 16:09:46 main:574] : INFO : Epoch 1787 | loss: 0.030966 | val_loss: 0.0313566 | Time: 3329.23 ms
[2021-04-03 16:09:49 main:574] : INFO : Epoch 1788 | loss: 0.0309662 | val_loss: 0.0313974 | Time: 3342.65 ms
[2021-04-03 16:09:53 main:574] : INFO : Epoch 1789 | loss: 0.030951 | val_loss: 0.0313174 | Time: 3353.78 ms
[2021-04-03 16:09:56 main:574] : INFO : Epoch 1790 | loss: 0.0309559 | val_loss: 0.0313617 | Time: 3368.18 ms
[2021-04-03 16:09:59 main:574] : INFO : Epoch 1791 | loss: 0.0309467 | val_loss: 0.0313434 | Time: 3338.21 ms
[2021-04-03 16:10:03 main:574] : INFO : Epoch 1792 | loss: 0.0309432 | val_loss: 0.0313642 | Time: 3347.86 ms
[2021-04-03 16:10:06 main:574] : INFO : Epoch 1793 | loss: 0.030956 | val_loss: 0.0313928 | Time: 3345.7 ms
[2021-04-03 16:10:09 main:574] : INFO : Epoch 1794 | loss: 0.0309613 | val_loss: 0.0313625 | Time: 3328.65 ms
[2021-04-03 16:10:13 main:574] : INFO : Epoch 1795 | loss: 0.0309597 | val_loss: 0.031411 | Time: 3342.66 ms
[2021-04-03 16:10:16 main:574] : INFO : Epoch 1796 | loss: 0.0309478 | val_loss: 0.0313734 | Time: 3347.03 ms
[2021-04-03 16:10:20 main:574] : INFO : Epoch 1797 | loss: 0.0309439 | val_loss: 0.0313463 | Time: 3337.67 ms
[2021-04-03 16:10:23 main:574] : INFO : Epoch 1798 | loss: 0.0309574 | val_loss: 0.031364 | Time: 3353.24 ms
[2021-04-03 16:10:26 main:574] : INFO : Epoch 1799 | loss: 0.0309594 | val_loss: 0.0313531 | Time: 3381.01 ms
[2021-04-03 16:10:30 main:574] : INFO : Epoch 1800 | loss: 0.0309554 | val_loss: 0.0313877 | Time: 3378.19 ms
[2021-04-03 16:10:33 main:574] : INFO : Epoch 1801 | loss: 0.0309441 | val_loss: 0.0313599 | Time: 3353.25 ms
[2021-04-03 16:10:36 main:574] : INFO : Epoch 1802 | loss: 0.0309497 | val_loss: 0.0313407 | Time: 3362.29 ms
[2021-04-03 16:10:40 main:574] : INFO : Epoch 1803 | loss: 0.0309576 | val_loss: 0.0313716 | Time: 3386.2 ms
[2021-04-03 16:10:43 main:574] : INFO : Epoch 1804 | loss: 0.0309524 | val_loss: 0.0314028 | Time: 3361.27 ms
[2021-04-03 16:10:47 main:574] : INFO : Epoch 1805 | loss: 0.0309599 | val_loss: 0.0313152 | Time: 3340.71 ms
[2021-04-03 16:10:50 main:574] : INFO : Epoch 1806 | loss: 0.0310449 | val_loss: 0.0313325 | Time: 3301.04 ms
[2021-04-03 16:10:53 main:574] : INFO : Epoch 1807 | loss: 0.0310071 | val_loss: 0.0313422 | Time: 3329.36 ms
[2021-04-03 16:10:57 main:574] : INFO : Epoch 1808 | loss: 0.0309766 | val_loss: 0.0313363 | Time: 3348.14 ms
[2021-04-03 16:11:00 main:574] : INFO : Epoch 1809 | loss: 0.0309637 | val_loss: 0.031323 | Time: 3373.99 ms
[2021-04-03 16:11:03 main:574] : INFO : Epoch 1810 | loss: 0.0309536 | val_loss: 0.0313602 | Time: 3322.32 ms
[2021-04-03 16:11:07 main:574] : INFO : Epoch 1811 | loss: 0.0309428 | val_loss: 0.0313642 | Time: 3342.53 ms
[2021-04-03 16:11:10 main:574] : INFO : Epoch 1812 | loss: 0.0309509 | val_loss: 0.03137 | Time: 3327.51 ms
[2021-04-03 16:11:13 main:574] : INFO : Epoch 1813 | loss: 0.0309542 | val_loss: 0.0313303 | Time: 3375.9 ms
[2021-04-03 16:11:17 main:574] : INFO : Epoch 1814 | loss: 0.0309573 | val_loss: 0.0313201 | Time: 3327.2 ms
[2021-04-03 16:11:20 main:574] : INFO : Epoch 1815 | loss: 0.0309582 | val_loss: 0.0313279 | Time: 3332.71 ms
[2021-04-03 16:11:23 main:574] : INFO : Epoch 1816 | loss: 0.0309579 | val_loss: 0.0313622 | Time: 3341.14 ms
[2021-04-03 16:11:27 main:574] : INFO : Epoch 1817 | loss: 0.0309602 | val_loss: 0.031323 | Time: 3379.85 ms
[2021-04-03 16:11:30 main:574] : INFO : Epoch 1818 | loss: 0.0309571 | val_loss: 0.0314068 | Time: 3345.08 ms
[2021-04-03 16:11:33 main:574] : INFO : Epoch 1819 | loss: 0.0309421 | val_loss: 0.0313895 | Time: 3356.77 ms
[2021-04-03 16:11:37 main:574] : INFO : Epoch 1820 | loss: 0.0309332 | val_loss: 0.0313661 | Time: 3374.23 ms
[2021-04-03 16:11:40 main:574] : INFO : Epoch 1821 | loss: 0.0309391 | val_loss: 0.0313627 | Time: 3352.21 ms
[2021-04-03 16:11:44 main:574] : INFO : Epoch 1822 | loss: 0.0309503 | val_loss: 0.0313275 | Time: 3379.21 ms
[2021-04-03 16:11:47 main:574] : INFO : Epoch 1823 | loss: 0.0309544 | val_loss: 0.0313705 | Time: 3342.17 ms
[2021-04-03 16:11:50 main:574] : INFO : Epoch 1824 | loss: 0.0309514 | val_loss: 0.0313794 | Time: 3359.03 ms
[2021-04-03 16:11:54 main:574] : INFO : Epoch 1825 | loss: 0.0309619 | val_loss: 0.0313298 | Time: 3330.94 ms
[2021-04-03 16:11:57 main:574] : INFO : Epoch 1826 | loss: 0.0309619 | val_loss: 0.0313962 | Time: 3333.62 ms
[2021-04-03 16:12:00 main:574] : INFO : Epoch 1827 | loss: 0.0309508 | val_loss: 0.0313861 | Time: 3349.43 ms
[2021-04-03 16:12:04 main:574] : INFO : Epoch 1828 | loss: 0.0309489 | val_loss: 0.0313508 | Time: 3366.86 ms
[2021-04-03 16:12:07 main:574] : INFO : Epoch 1829 | loss: 0.0309535 | val_loss: 0.0313837 | Time: 3370.9 ms
[2021-04-03 16:12:10 main:574] : INFO : Epoch 1830 | loss: 0.0309522 | val_loss: 0.0313301 | Time: 3379.42 ms
[2021-04-03 16:12:14 main:574] : INFO : Epoch 1831 | loss: 0.0309461 | val_loss: 0.0313335 | Time: 3358.89 ms
[2021-04-03 16:12:17 main:574] : INFO : Epoch 1832 | loss: 0.0309498 | val_loss: 0.031394 | Time: 3310.54 ms
[2021-04-03 16:12:21 main:574] : INFO : Epoch 1833 | loss: 0.030956 | val_loss: 0.0313829 | Time: 3370.16 ms
[2021-04-03 16:12:24 main:574] : INFO : Epoch 1834 | loss: 0.0309571 | val_loss: 0.031327 | Time: 3340.38 ms
[2021-04-03 16:12:27 main:574] : INFO : Epoch 1835 | loss: 0.0309532 | val_loss: 0.0313537 | Time: 3361.97 ms
[2021-04-03 16:12:31 main:574] : INFO : Epoch 1836 | loss: 0.030949 | val_loss: 0.0313391 | Time: 3334.54 ms
[2021-04-03 16:12:34 main:574] : INFO : Epoch 1837 | loss: 0.0309547 | val_loss: 0.0313662 | Time: 3331.01 ms
[2021-04-03 16:12:37 main:574] : INFO : Epoch 1838 | loss: 0.0309634 | val_loss: 0.0313965 | Time: 3352.46 ms
[2021-04-03 16:12:41 main:574] : INFO : Epoch 1839 | loss: 0.0309575 | val_loss: 0.031392 | Time: 3316.94 ms
[2021-04-03 16:12:44 main:574] : INFO : Epoch 1840 | loss: 0.0309559 | val_loss: 0.0313306 | Time: 3344.41 ms
[2021-04-03 16:12:47 main:574] : INFO : Epoch 1841 | loss: 0.030955 | val_loss: 0.0313505 | Time: 3322.62 ms
[2021-04-03 16:12:51 main:574] : INFO : Epoch 1842 | loss: 0.030954 | val_loss: 0.0313883 | Time: 3371.6 ms
[2021-04-03 16:12:54 main:574] : INFO : Epoch 1843 | loss: 0.0309455 | val_loss: 0.0313907 | Time: 3341.65 ms
[2021-04-03 16:12:57 main:574] : INFO : Epoch 1844 | loss: 0.03095 | val_loss: 0.0313479 | Time: 3348.83 ms
[2021-04-03 16:13:01 main:574] : INFO : Epoch 1845 | loss: 0.0309493 | val_loss: 0.0313675 | Time: 3345.09 ms
[2021-04-03 16:13:04 main:574] : INFO : Epoch 1846 | loss: 0.0309499 | val_loss: 0.0313452 | Time: 3350.88 ms
[2021-04-03 16:13:07 main:574] : INFO : Epoch 1847 | loss: 0.0309442 | val_loss: 0.0313944 | Time: 3350.67 ms
[2021-04-03 16:13:11 main:574] : INFO : Epoch 1848 | loss: 0.0309406 | val_loss: 0.0313437 | Time: 3338.59 ms
[2021-04-03 16:13:14 main:574] : INFO : Epoch 1849 | loss: 0.030992 | val_loss: 0.0313302 | Time: 3360.5 ms
[2021-04-03 16:13:18 main:574] : INFO : Epoch 1850 | loss: 0.0309797 | val_loss: 0.0313818 | Time: 3349.74 ms
[2021-04-03 16:13:21 main:574] : INFO : Epoch 1851 | loss: 0.0309664 | val_loss: 0.0313792 | Time: 3364.27 ms
[2021-04-03 16:13:24 main:574] : INFO : Epoch 1852 | loss: 0.0309542 | val_loss: 0.0313547 | Time: 3325.83 ms
[2021-04-03 16:13:28 main:574] : INFO : Epoch 1853 | loss: 0.0309578 | val_loss: 0.0313947 | Time: 3351.76 ms
[2021-04-03 16:13:31 main:574] : INFO : Epoch 1854 | loss: 0.0309571 | val_loss: 0.0313854 | Time: 3349.54 ms
[2021-04-03 16:13:34 main:574] : INFO : Epoch 1855 | loss: 0.0309432 | val_loss: 0.0313965 | Time: 3362.32 ms
[2021-04-03 16:13:38 main:574] : INFO : Epoch 1856 | loss: 0.030947 | val_loss: 0.031362 | Time: 3377.53 ms
[2021-04-03 16:13:41 main:574] : INFO : Epoch 1857 | loss: 0.0309523 | val_loss: 0.0313333 | Time: 3389.37 ms
[2021-04-03 16:13:44 main:574] : INFO : Epoch 1858 | loss: 0.0309541 | val_loss: 0.0313632 | Time: 3396.14 ms
[2021-04-03 16:13:47 main:574] : INFO : Epoch 1859 | loss: 0.0309469 | val_loss: 0.0313694 | Time: 2015.83 ms
[2021-04-03 16:13:49 main:574] : INFO : Epoch 1860 | loss: 0.0309527 | val_loss: 0.0313454 | Time: 2109.07 ms
[2021-04-03 16:13:51 main:574] : INFO : Epoch 1861 | loss: 0.0309659 | val_loss: 0.0313476 | Time: 2126.56 ms
[2021-04-03 16:13:53 main:574] : INFO : Epoch 1862 | loss: 0.0309482 | val_loss: 0.031387 | Time: 2131.61 ms
[2021-04-03 16:13:55 main:574] : INFO : Epoch 1863 | loss: 0.030982 | val_loss: 0.031352 | Time: 2123.96 ms
[2021-04-03 16:13:57 main:574] : INFO : Epoch 1864 | loss: 0.0309755 | val_loss: 0.0313845 | Time: 2096.59 ms
[2021-04-03 16:14:00 main:574] : INFO : Epoch 1865 | loss: 0.0309575 | val_loss: 0.0313426 | Time: 2213.21 ms
[2021-04-03 16:14:02 main:574] : INFO : Epoch 1866 | loss: 0.0309456 | val_loss: 0.0313457 | Time: 2192.97 ms
[2021-04-03 16:14:04 main:574] : INFO : Epoch 1867 | loss: 0.0309453 | val_loss: 0.031409 | Time: 2077.63 ms
[2021-04-03 16:14:06 main:574] : INFO : Epoch 1868 | loss: 0.0309442 | val_loss: 0.0313708 | Time: 2098.49 ms
[2021-04-03 16:14:09 main:574] : INFO : Epoch 1869 | loss: 0.0309465 | val_loss: 0.0313755 | Time: 3169.49 ms
[2021-04-03 16:14:13 main:574] : INFO : Epoch 1870 | loss: 0.0309519 | val_loss: 0.0313344 | Time: 3360.15 ms
[2021-04-03 16:14:16 main:574] : INFO : Epoch 1871 | loss: 0.0309534 | val_loss: 0.0313232 | Time: 3362.18 ms
[2021-04-03 16:14:19 main:574] : INFO : Epoch 1872 | loss: 0.0309556 | val_loss: 0.0313737 | Time: 3346.31 ms
[2021-04-03 16:14:23 main:574] : INFO : Epoch 1873 | loss: 0.0309506 | val_loss: 0.0313961 | Time: 3310.82 ms
[2021-04-03 16:14:26 main:574] : INFO : Epoch 1874 | loss: 0.0309442 | val_loss: 0.0313554 | Time: 3324.8 ms
[2021-04-03 16:14:29 main:574] : INFO : Epoch 1875 | loss: 0.030949 | val_loss: 0.0313476 | Time: 3332.51 ms
[2021-04-03 16:14:33 main:574] : INFO : Epoch 1876 | loss: 0.0309555 | val_loss: 0.0313764 | Time: 3326.08 ms
[2021-04-03 16:14:36 main:574] : INFO : Epoch 1877 | loss: 0.0309442 | val_loss: 0.0313728 | Time: 3328.62 ms
[2021-04-03 16:14:39 main:574] : INFO : Epoch 1878 | loss: 0.0309394 | val_loss: 0.0314382 | Time: 3349 ms
[2021-04-03 16:14:43 main:574] : INFO : Epoch 1879 | loss: 0.0309519 | val_loss: 0.0313279 | Time: 3352.23 ms
[2021-04-03 16:14:46 main:574] : INFO : Epoch 1880 | loss: 0.0309566 | val_loss: 0.0313566 | Time: 3354.63 ms
[2021-04-03 16:14:49 main:574] : INFO : Epoch 1881 | loss: 0.0309517 | val_loss: 0.031339 | Time: 3348.79 ms
[2021-04-03 16:14:53 main:574] : INFO : Epoch 1882 | loss: 0.0309521 | val_loss: 0.031333 | Time: 3365.49 ms
[2021-04-03 16:14:56 main:574] : INFO : Epoch 1883 | loss: 0.0309491 | val_loss: 0.0314094 | Time: 3328.02 ms
[2021-04-03 16:14:59 main:574] : INFO : Epoch 1884 | loss: 0.0309564 | val_loss: 0.0313635 | Time: 3312.53 ms
[2021-04-03 16:15:03 main:574] : INFO : Epoch 1885 | loss: 0.0309536 | val_loss: 0.0313195 | Time: 3311.96 ms
[2021-04-03 16:15:06 main:574] : INFO : Epoch 1886 | loss: 0.0309527 | val_loss: 0.0314236 | Time: 3311.83 ms
[2021-04-03 16:15:09 main:574] : INFO : Epoch 1887 | loss: 0.0309574 | val_loss: 0.0313816 | Time: 3289.98 ms
[2021-04-03 16:15:13 main:574] : INFO : Epoch 1888 | loss: 0.030956 | val_loss: 0.0313469 | Time: 3307.34 ms
[2021-04-03 16:15:16 main:574] : INFO : Epoch 1889 | loss: 0.0309533 | val_loss: 0.0313442 | Time: 3299.94 ms
[2021-04-03 16:15:19 main:574] : INFO : Epoch 1890 | loss: 0.0309442 | val_loss: 0.0314199 | Time: 3300.24 ms
[2021-04-03 16:15:23 main:574] : INFO : Epoch 1891 | loss: 0.0309603 | val_loss: 0.0313396 | Time: 3343.48 ms
[2021-04-03 16:15:26 main:574] : INFO : Epoch 1892 | loss: 0.03095 | val_loss: 0.0314257 | Time: 3355.89 ms
[2021-04-03 16:15:29 main:574] : INFO : Epoch 1893 | loss: 0.0309465 | val_loss: 0.0313511 | Time: 3330.24 ms
[2021-04-03 16:15:33 main:574] : INFO : Epoch 1894 | loss: 0.0309495 | val_loss: 0.0313583 | Time: 3362.74 ms
[2021-04-03 16:15:36 main:574] : INFO : Epoch 1895 | loss: 0.030944 | val_loss: 0.0313861 | Time: 3362.27 ms
[2021-04-03 16:15:39 main:574] : INFO : Epoch 1896 | loss: 0.0309624 | val_loss: 0.0314321 | Time: 3322.29 ms
[2021-04-03 16:15:43 main:574] : INFO : Epoch 1897 | loss: 0.0309721 | val_loss: 0.0314124 | Time: 3306.63 ms
[2021-04-03 16:15:46 main:574] : INFO : Epoch 1898 | loss: 0.0309484 | val_loss: 0.0313575 | Time: 3300.95 ms
[2021-04-03 16:15:49 main:574] : INFO : Epoch 1899 | loss: 0.0309373 | val_loss: 0.0313877 | Time: 3366.1 ms
[2021-04-03 16:15:53 main:574] : INFO : Epoch 1900 | loss: 0.0309418 | val_loss: 0.0313435 | Time: 3383.81 ms
[2021-04-03 16:15:56 main:574] : INFO : Epoch 1901 | loss: 0.0309532 | val_loss: 0.0314492 | Time: 3344.29 ms
[2021-04-03 16:15:59 main:574] : INFO : Epoch 1902 | loss: 0.031081 | val_loss: 0.0312627 | Time: 3341.94 ms
[2021-04-03 16:16:03 main:574] : INFO : Epoch 1903 | loss: 0.031033 | val_loss: 0.0313099 | Time: 3292.4 ms
[2021-04-03 16:16:06 main:574] : INFO : Epoch 1904 | loss: 0.0309787 | val_loss: 0.0313339 | Time: 3340.17 ms
[2021-04-03 16:16:09 main:574] : INFO : Epoch 1905 | loss: 0.030959 | val_loss: 0.0313543 | Time: 3324.91 ms
[2021-04-03 16:16:13 main:574] : INFO : Epoch 1906 | loss: 0.0309508 | val_loss: 0.0313773 | Time: 3348.6 ms
[2021-04-03 16:16:16 main:574] : INFO : Epoch 1907 | loss: 0.0309471 | val_loss: 0.0313438 | Time: 3306.92 ms
[2021-04-03 16:16:19 main:574] : INFO : Epoch 1908 | loss: 0.0309454 | val_loss: 0.0314289 | Time: 3320.17 ms
[2021-04-03 16:16:23 main:574] : INFO : Epoch 1909 | loss: 0.0309515 | val_loss: 0.0313908 | Time: 3327.6 ms
[2021-04-03 16:16:26 main:574] : INFO : Epoch 1910 | loss: 0.0309507 | val_loss: 0.0313781 | Time: 3310.14 ms
[2021-04-03 16:16:29 main:574] : INFO : Epoch 1911 | loss: 0.030949 | val_loss: 0.0313862 | Time: 3311.81 ms
[2021-04-03 16:16:33 main:574] : INFO : Epoch 1912 | loss: 0.0309545 | val_loss: 0.0313419 | Time: 3343.74 ms
[2021-04-03 16:16:36 main:574] : INFO : Epoch 1913 | loss: 0.0309572 | val_loss: 0.0313859 | Time: 3359.53 ms
[2021-04-03 16:16:40 main:574] : INFO : Epoch 1914 | loss: 0.030945 | val_loss: 0.0313431 | Time: 3339.72 ms
[2021-04-03 16:16:43 main:574] : INFO : Epoch 1915 | loss: 0.0309455 | val_loss: 0.0313924 | Time: 3312.86 ms
[2021-04-03 16:16:46 main:574] : INFO : Epoch 1916 | loss: 0.0309421 | val_loss: 0.0313809 | Time: 3386.73 ms
[2021-04-03 16:16:50 main:574] : INFO : Epoch 1917 | loss: 0.0309444 | val_loss: 0.0313444 | Time: 3312.14 ms
[2021-04-03 16:16:53 main:574] : INFO : Epoch 1918 | loss: 0.0309548 | val_loss: 0.0313515 | Time: 3305.58 ms
[2021-04-03 16:16:56 main:574] : INFO : Epoch 1919 | loss: 0.0309658 | val_loss: 0.0313314 | Time: 3379.55 ms
[2021-04-03 16:17:00 main:574] : INFO : Epoch 1920 | loss: 0.0309633 | val_loss: 0.0313204 | Time: 3335.47 ms
[2021-04-03 16:17:03 main:574] : INFO : Epoch 1921 | loss: 0.0309568 | val_loss: 0.0313616 | Time: 3324.05 ms
[2021-04-03 16:17:06 main:574] : INFO : Epoch 1922 | loss: 0.0309478 | val_loss: 0.0314018 | Time: 3382.77 ms
[2021-04-03 16:17:10 main:574] : INFO : Epoch 1923 | loss: 0.0309593 | val_loss: 0.0313193 | Time: 3368.89 ms
[2021-04-03 16:17:13 main:574] : INFO : Epoch 1924 | loss: 0.0309633 | val_loss: 0.0313558 | Time: 3351.31 ms
[2021-04-03 16:17:16 main:574] : INFO : Epoch 1925 | loss: 0.0309527 | val_loss: 0.0313914 | Time: 3323.82 ms
[2021-04-03 16:17:20 main:574] : INFO : Epoch 1926 | loss: 0.0309388 | val_loss: 0.0313468 | Time: 3332.27 ms
[2021-04-03 16:17:23 main:574] : INFO : Epoch 1927 | loss: 0.0309443 | val_loss: 0.031353 | Time: 3308.2 ms
[2021-04-03 16:17:26 main:574] : INFO : Epoch 1928 | loss: 0.0309653 | val_loss: 0.031382 | Time: 3368.02 ms
[2021-04-03 16:17:30 main:574] : INFO : Epoch 1929 | loss: 0.0309564 | val_loss: 0.0313636 | Time: 3296.07 ms
[2021-04-03 16:17:33 main:574] : INFO : Epoch 1930 | loss: 0.0309508 | val_loss: 0.0313241 | Time: 3325.78 ms
[2021-04-03 16:17:36 main:574] : INFO : Epoch 1931 | loss: 0.0309538 | val_loss: 0.031358 | Time: 3349.27 ms
[2021-04-03 16:17:40 main:574] : INFO : Epoch 1932 | loss: 0.0309474 | val_loss: 0.0313677 | Time: 3291.96 ms
[2021-04-03 16:17:43 main:574] : INFO : Epoch 1933 | loss: 0.0309445 | val_loss: 0.0313461 | Time: 3336.83 ms
[2021-04-03 16:17:46 main:574] : INFO : Epoch 1934 | loss: 0.0309498 | val_loss: 0.0313536 | Time: 3373.38 ms
[2021-04-03 16:17:50 main:574] : INFO : Epoch 1935 | loss: 0.0309665 | val_loss: 0.0313397 | Time: 3350.04 ms
[2021-04-03 16:17:53 main:574] : INFO : Epoch 1936 | loss: 0.030964 | val_loss: 0.0313591 | Time: 3326.49 ms
[2021-04-03 16:17:56 main:574] : INFO : Epoch 1937 | loss: 0.0309513 | val_loss: 0.0313914 | Time: 3341.92 ms
[2021-04-03 16:18:00 main:574] : INFO : Epoch 1938 | loss: 0.0309411 | val_loss: 0.0313541 | Time: 3363.05 ms
[2021-04-03 16:18:03 main:574] : INFO : Epoch 1939 | loss: 0.0309469 | val_loss: 0.031342 | Time: 3337.27 ms
[2021-04-03 16:18:07 main:574] : INFO : Epoch 1940 | loss: 0.0309563 | val_loss: 0.031326 | Time: 3327.94 ms
[2021-04-03 16:18:10 main:574] : INFO : Epoch 1941 | loss: 0.0309725 | val_loss: 0.0313482 | Time: 3352.85 ms
[2021-04-03 16:18:13 main:574] : INFO : Epoch 1942 | loss: 0.0309625 | val_loss: 0.0313539 | Time: 3331.99 ms
[2021-04-03 16:18:17 main:574] : INFO : Epoch 1943 | loss: 0.0309483 | val_loss: 0.0313266 | Time: 3338.29 ms
[2021-04-03 16:18:20 main:574] : INFO : Epoch 1944 | loss: 0.0309464 | val_loss: 0.0313607 | Time: 3310.56 ms
[2021-04-03 16:18:23 main:574] : INFO : Epoch 1945 | loss: 0.0309434 | val_loss: 0.0313479 | Time: 3338.96 ms
[2021-04-03 16:18:27 main:574] : INFO : Epoch 1946 | loss: 0.0309556 | val_loss: 0.0313259 | Time: 3325.12 ms
[2021-04-03 16:18:30 main:574] : INFO : Epoch 1947 | loss: 0.0309506 | val_loss: 0.0314102 | Time: 3258.69 ms
[2021-04-03 16:18:33 main:574] : INFO : Epoch 1948 | loss: 0.030956 | val_loss: 0.0313324 | Time: 3346.51 ms
[2021-04-03 16:18:37 main:574] : INFO : Epoch 1949 | loss: 0.0309544 | val_loss: 0.0313537 | Time: 3332.48 ms
[2021-04-03 16:18:40 main:574] : INFO : Epoch 1950 | loss: 0.0309577 | val_loss: 0.0313719 | Time: 3386.93 ms
[2021-04-03 16:18:43 main:574] : INFO : Epoch 1951 | loss: 0.030947 | val_loss: 0.0313637 | Time: 3368.44 ms
[2021-04-03 16:18:47 main:574] : INFO : Epoch 1952 | loss: 0.0309652 | val_loss: 0.0313625 | Time: 3310.84 ms
[2021-04-03 16:18:50 main:574] : INFO : Epoch 1953 | loss: 0.0309582 | val_loss: 0.0313419 | Time: 3341.9 ms
[2021-04-03 16:18:53 main:574] : INFO : Epoch 1954 | loss: 0.0309531 | val_loss: 0.0314147 | Time: 3348.64 ms
[2021-04-03 16:18:57 main:574] : INFO : Epoch 1955 | loss: 0.0309419 | val_loss: 0.0313708 | Time: 3304.42 ms
[2021-04-03 16:19:00 main:574] : INFO : Epoch 1956 | loss: 0.0309423 | val_loss: 0.0313603 | Time: 3323.04 ms
[2021-04-03 16:19:03 main:574] : INFO : Epoch 1957 | loss: 0.0309572 | val_loss: 0.0313489 | Time: 3310.37 ms
[2021-04-03 16:19:07 main:574] : INFO : Epoch 1958 | loss: 0.0309438 | val_loss: 0.0313741 | Time: 3347.39 ms
[2021-04-03 16:19:10 main:574] : INFO : Epoch 1959 | loss: 0.0309409 | val_loss: 0.0313669 | Time: 3310.47 ms
[2021-04-03 16:19:13 main:574] : INFO : Epoch 1960 | loss: 0.0309377 | val_loss: 0.0313985 | Time: 3314.53 ms
[2021-04-03 16:19:17 main:574] : INFO : Epoch 1961 | loss: 0.0309408 | val_loss: 0.0313726 | Time: 3324.63 ms
[2021-04-03 16:19:20 main:574] : INFO : Epoch 1962 | loss: 0.0309341 | val_loss: 0.031383 | Time: 3290.68 ms
[2021-04-03 16:19:23 main:574] : INFO : Epoch 1963 | loss: 0.0309428 | val_loss: 0.0313886 | Time: 3339.98 ms
[2021-04-03 16:19:27 main:574] : INFO : Epoch 1964 | loss: 0.0309504 | val_loss: 0.0313467 | Time: 3306.12 ms
[2021-04-03 16:19:30 main:574] : INFO : Epoch 1965 | loss: 0.0309469 | val_loss: 0.0313921 | Time: 3335.08 ms
[2021-04-03 16:19:33 main:574] : INFO : Epoch 1966 | loss: 0.0309573 | val_loss: 0.0313751 | Time: 3333.68 ms
[2021-04-03 16:19:37 main:574] : INFO : Epoch 1967 | loss: 0.0309541 | val_loss: 0.0313528 | Time: 3306.25 ms
[2021-04-03 16:19:40 main:574] : INFO : Epoch 1968 | loss: 0.0309462 | val_loss: 0.0313729 | Time: 3359.05 ms
[2021-04-03 16:19:43 main:574] : INFO : Epoch 1969 | loss: 0.0309502 | val_loss: 0.0314209 | Time: 3334.17 ms
[2021-04-03 16:19:47 main:574] : INFO : Epoch 1970 | loss: 0.0309581 | val_loss: 0.0313912 | Time: 3352.43 ms
[2021-04-03 16:19:50 main:574] : INFO : Epoch 1971 | loss: 0.0309633 | val_loss: 0.0313354 | Time: 3334.06 ms
[2021-04-03 16:19:53 main:574] : INFO : Epoch 1972 | loss: 0.0309619 | val_loss: 0.0314118 | Time: 3343.39 ms
[2021-04-03 16:19:57 main:574] : INFO : Epoch 1973 | loss: 0.030957 | val_loss: 0.0313601 | Time: 3322.43 ms
[2021-04-03 16:20:00 main:574] : INFO : Epoch 1974 | loss: 0.0309663 | val_loss: 0.0313351 | Time: 3305.52 ms
[2021-04-03 16:20:03 main:574] : INFO : Epoch 1975 | loss: 0.030958 | val_loss: 0.0313955 | Time: 3336.08 ms
[2021-04-03 16:20:07 main:574] : INFO : Epoch 1976 | loss: 0.0310044 | val_loss: 0.031318 | Time: 3322.97 ms
[2021-04-03 16:20:10 main:574] : INFO : Epoch 1977 | loss: 0.0310092 | val_loss: 0.0313327 | Time: 3353.32 ms
[2021-04-03 16:20:13 main:574] : INFO : Epoch 1978 | loss: 0.0309611 | val_loss: 0.0313407 | Time: 3332.56 ms
[2021-04-03 16:20:17 main:574] : INFO : Epoch 1979 | loss: 0.0309534 | val_loss: 0.0313646 | Time: 3316.38 ms
[2021-04-03 16:20:20 main:574] : INFO : Epoch 1980 | loss: 0.0309516 | val_loss: 0.0313462 | Time: 3323.44 ms
[2021-04-03 16:20:23 main:574] : INFO : Epoch 1981 | loss: 0.0309446 | val_loss: 0.0313492 | Time: 3331.9 ms
[2021-04-03 16:20:27 main:574] : INFO : Epoch 1982 | loss: 0.0309469 | val_loss: 0.0313585 | Time: 3322.94 ms
[2021-04-03 16:20:30 main:574] : INFO : Epoch 1983 | loss: 0.0309443 | val_loss: 0.0313499 | Time: 3325.59 ms
[2021-04-03 16:20:33 main:574] : INFO : Epoch 1984 | loss: 0.0309401 | val_loss: 0.031378 | Time: 3353.74 ms
[2021-04-03 16:20:37 main:574] : INFO : Epoch 1985 | loss: 0.0309441 | val_loss: 0.0313683 | Time: 3342.12 ms
[2021-04-03 16:20:40 main:574] : INFO : Epoch 1986 | loss: 0.0309532 | val_loss: 0.0313342 | Time: 3310.49 ms
[2021-04-03 16:20:43 main:574] : INFO : Epoch 1987 | loss: 0.030954 | val_loss: 0.0314022 | Time: 3317.97 ms
[2021-04-03 16:20:47 main:574] : INFO : Epoch 1988 | loss: 0.030952 | val_loss: 0.0313605 | Time: 3333.29 ms
[2021-04-03 16:20:50 main:574] : INFO : Epoch 1989 | loss: 0.0309418 | val_loss: 0.0313606 | Time: 3315.49 ms
[2021-04-03 16:20:53 main:574] : INFO : Epoch 1990 | loss: 0.0309414 | val_loss: 0.0313593 | Time: 3325.9 ms
[2021-04-03 16:20:57 main:574] : INFO : Epoch 1991 | loss: 0.0309515 | val_loss: 0.0313464 | Time: 3373.84 ms
[2021-04-03 16:21:00 main:574] : INFO : Epoch 1992 | loss: 0.0309749 | val_loss: 0.0313826 | Time: 3313.56 ms
[2021-04-03 16:21:03 main:574] : INFO : Epoch 1993 | loss: 0.0309654 | val_loss: 0.0314119 | Time: 3339.41 ms
[2021-04-03 16:21:07 main:574] : INFO : Epoch 1994 | loss: 0.0309598 | val_loss: 0.0313254 | Time: 3347.38 ms
[2021-04-03 16:21:10 main:574] : INFO : Epoch 1995 | loss: 0.0309484 | val_loss: 0.0313916 | Time: 3301.3 ms
[2021-04-03 16:21:13 main:574] : INFO : Epoch 1996 | loss: 0.0309515 | val_loss: 0.0313714 | Time: 3321.59 ms
[2021-04-03 16:21:17 main:574] : INFO : Epoch 1997 | loss: 0.0309419 | val_loss: 0.0313816 | Time: 3316.12 ms
[2021-04-03 16:21:20 main:574] : INFO : Epoch 1998 | loss: 0.030958 | val_loss: 0.0313846 | Time: 3331.83 ms
[2021-04-03 16:21:23 main:574] : INFO : Epoch 1999 | loss: 0.0309541 | val_loss: 0.0313813 | Time: 3289.46 ms
[2021-04-03 16:21:27 main:574] : INFO : Epoch 2000 | loss: 0.0309473 | val_loss: 0.0313489 | Time: 3344.5 ms
[2021-04-03 16:21:30 main:574] : INFO : Epoch 2001 | loss: 0.0309434 | val_loss: 0.0313664 | Time: 3375.49 ms
[2021-04-03 16:21:34 main:574] : INFO : Epoch 2002 | loss: 0.0309396 | val_loss: 0.0313565 | Time: 3344.2 ms
[2021-04-03 16:21:37 main:574] : INFO : Epoch 2003 | loss: 0.0309342 | val_loss: 0.0313544 | Time: 3299.49 ms
[2021-04-03 16:21:40 main:574] : INFO : Epoch 2004 | loss: 0.0309473 | val_loss: 0.0313325 | Time: 3383.7 ms
[2021-04-03 16:21:44 main:574] : INFO : Epoch 2005 | loss: 0.0309591 | val_loss: 0.0313845 | Time: 3333.84 ms
[2021-04-03 16:21:47 main:574] : INFO : Epoch 2006 | loss: 0.0309548 | val_loss: 0.031378 | Time: 3316.41 ms
[2021-04-03 16:21:50 main:574] : INFO : Epoch 2007 | loss: 0.0309506 | val_loss: 0.0313568 | Time: 3329.06 ms
[2021-04-03 16:21:54 main:574] : INFO : Epoch 2008 | loss: 0.0309544 | val_loss: 0.0313739 | Time: 3319.9 ms
[2021-04-03 16:21:57 main:574] : INFO : Epoch 2009 | loss: 0.0309544 | val_loss: 0.0313233 | Time: 3331.18 ms
[2021-04-03 16:22:00 main:574] : INFO : Epoch 2010 | loss: 0.0309526 | val_loss: 0.0313926 | Time: 3330.12 ms
[2021-04-03 16:22:04 main:574] : INFO : Epoch 2011 | loss: 0.0309461 | val_loss: 0.0313519 | Time: 3325.05 ms
[2021-04-03 16:22:07 main:574] : INFO : Epoch 2012 | loss: 0.0309476 | val_loss: 0.0313507 | Time: 3325.42 ms
[2021-04-03 16:22:10 main:574] : INFO : Epoch 2013 | loss: 0.030956 | val_loss: 0.0313499 | Time: 3351.55 ms
[2021-04-03 16:22:14 main:574] : INFO : Epoch 2014 | loss: 0.0309607 | val_loss: 0.0313112 | Time: 3316.23 ms
[2021-04-03 16:22:17 main:574] : INFO : Epoch 2015 | loss: 0.03097 | val_loss: 0.0313798 | Time: 3337.34 ms
[2021-04-03 16:22:20 main:574] : INFO : Epoch 2016 | loss: 0.0309604 | val_loss: 0.031339 | Time: 3300.53 ms
[2021-04-03 16:22:24 main:574] : INFO : Epoch 2017 | loss: 0.0309434 | val_loss: 0.0313855 | Time: 3334.16 ms
[2021-04-03 16:22:27 main:574] : INFO : Epoch 2018 | loss: 0.0309562 | val_loss: 0.0313177 | Time: 3348.48 ms
[2021-04-03 16:22:30 main:574] : INFO : Epoch 2019 | loss: 0.0309694 | val_loss: 0.0313958 | Time: 3342.94 ms
[2021-04-03 16:22:34 main:574] : INFO : Epoch 2020 | loss: 0.0309601 | val_loss: 0.0313178 | Time: 3355.86 ms
[2021-04-03 16:22:37 main:574] : INFO : Epoch 2021 | loss: 0.0309505 | val_loss: 0.0313781 | Time: 3325.62 ms
[2021-04-03 16:22:40 main:574] : INFO : Epoch 2022 | loss: 0.0309556 | val_loss: 0.0313511 | Time: 3295.19 ms
[2021-04-03 16:22:44 main:574] : INFO : Epoch 2023 | loss: 0.0309557 | val_loss: 0.031343 | Time: 3317.87 ms
[2021-04-03 16:22:47 main:574] : INFO : Epoch 2024 | loss: 0.0310649 | val_loss: 0.0312506 | Time: 3335.19 ms
[2021-04-03 16:22:50 main:574] : INFO : Epoch 2025 | loss: 0.0315788 | val_loss: 0.0313555 | Time: 3318.29 ms
[2021-04-03 16:22:54 main:574] : INFO : Epoch 2026 | loss: 0.0318781 | val_loss: 0.0313839 | Time: 3348.17 ms
[2021-04-03 16:22:57 main:574] : INFO : Epoch 2027 | loss: 0.0315731 | val_loss: 0.0314731 | Time: 3313.71 ms
[2021-04-03 16:23:00 main:574] : INFO : Epoch 2028 | loss: 0.0313169 | val_loss: 0.0312539 | Time: 3370.87 ms
[2021-04-03 16:23:04 main:574] : INFO : Epoch 2029 | loss: 0.0312494 | val_loss: 0.0312421 | Time: 3339.29 ms
[2021-04-03 16:23:07 main:574] : INFO : Epoch 2030 | loss: 0.0312332 | val_loss: 0.031232 | Time: 3340.86 ms
[2021-04-03 16:23:10 main:574] : INFO : Epoch 2031 | loss: 0.0312184 | val_loss: 0.0312182 | Time: 3346 ms
[2021-04-03 16:23:14 main:574] : INFO : Epoch 2032 | loss: 0.0312129 | val_loss: 0.0312132 | Time: 3353.4 ms
[2021-04-03 16:23:17 main:574] : INFO : Epoch 2033 | loss: 0.0311985 | val_loss: 0.0312027 | Time: 3324.19 ms
[2021-04-03 16:23:20 main:574] : INFO : Epoch 2034 | loss: 0.0311926 | val_loss: 0.0312249 | Time: 3336.2 ms
[2021-04-03 16:23:24 main:574] : INFO : Epoch 2035 | loss: 0.0312027 | val_loss: 0.0312004 | Time: 3295.85 ms
[2021-04-03 16:23:27 main:574] : INFO : Epoch 2036 | loss: 0.0311865 | val_loss: 0.0311954 | Time: 3359.37 ms
[2021-04-03 16:23:30 main:574] : INFO : Epoch 2037 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 3298.15 ms
[2021-04-03 16:23:34 main:574] : INFO : Epoch 2038 | loss: 0.0311795 | val_loss: 0.0311926 | Time: 3346.4 ms
[2021-04-03 16:23:37 main:574] : INFO : Epoch 2039 | loss: 0.0311777 | val_loss: 0.0311952 | Time: 3329.15 ms
[2021-04-03 16:23:40 main:574] : INFO : Epoch 2040 | loss: 0.0311762 | val_loss: 0.0311888 | Time: 3334.17 ms
[2021-04-03 16:23:44 main:574] : INFO : Epoch 2041 | loss: 0.0311727 | val_loss: 0.0311869 | Time: 3336.21 ms
[2021-04-03 16:23:47 main:574] : INFO : Epoch 2042 | loss: 0.031172 | val_loss: 0.0311876 | Time: 3306.23 ms
[2021-04-03 16:23:50 main:574] : INFO : Epoch 2043 | loss: 0.0311701 | val_loss: 0.0311863 | Time: 3347.94 ms
[2021-04-03 16:23:54 main:574] : INFO : Epoch 2044 | loss: 0.031169 | val_loss: 0.031189 | Time: 3333.72 ms
[2021-04-03 16:23:57 main:574] : INFO : Epoch 2045 | loss: 0.0311665 | val_loss: 0.0311854 | Time: 3332.89 ms
[2021-04-03 16:24:01 main:574] : INFO : Epoch 2046 | loss: 0.0311656 | val_loss: 0.0311882 | Time: 3360.76 ms
[2021-04-03 16:24:04 main:574] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311948 | Time: 3341.92 ms
[2021-04-03 16:24:07 main:574] : INFO : Epoch 2048 | loss: 0.0311665 | val_loss: 0.0311858 | Time: 3311.93 ms
[2021-04-03 16:24:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311858
[2021-04-03 16:24:07 main:603] : INFO : Saving end state to config to file
[2021-04-03 16:24:07 main:608] : INFO : Success, exiting..
16:24:07 (8916): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)