Task 14614033
| Name | ParityModified-1647049446-9723-3-0_0 |
| Workunit | 11634791 |
| Created | 12 Apr 2022, 4:40:44 UTC |
| Sent | 12 Apr 2022, 4:40:49 UTC |
| Report deadline | 20 Apr 2022, 4:40:49 UTC |
| Received | 12 Apr 2022, 11:41:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 26 min 28 sec |
| CPU time | 1 hours 24 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031099 | val_loss: 0.0311487 | Time: 2590.01 ms
[2022-04-12 03:18:41 main:574] : INFO : Epoch 1543 | loss: 0.031108 | val_loss: 0.0311508 | Time: 2627.91 ms
[2022-04-12 03:18:44 main:574] : INFO : Epoch 1544 | loss: 0.0311073 | val_loss: 0.0311429 | Time: 2630.46 ms
[2022-04-12 03:18:47 main:574] : INFO : Epoch 1545 | loss: 0.0311035 | val_loss: 0.0311469 | Time: 2622.4 ms
[2022-04-12 03:18:49 main:574] : INFO : Epoch 1546 | loss: 0.0311017 | val_loss: 0.0311446 | Time: 2610.38 ms
[2022-04-12 03:18:52 main:574] : INFO : Epoch 1547 | loss: 0.0311003 | val_loss: 0.0311523 | Time: 2551.02 ms
[2022-04-12 03:18:54 main:574] : INFO : Epoch 1548 | loss: 0.0310994 | val_loss: 0.0311476 | Time: 2616.73 ms
[2022-04-12 03:18:57 main:574] : INFO : Epoch 1549 | loss: 0.0311016 | val_loss: 0.0311505 | Time: 2558.53 ms
[2022-04-12 03:19:00 main:574] : INFO : Epoch 1550 | loss: 0.0310997 | val_loss: 0.0311489 | Time: 2608.6 ms
[2022-04-12 03:19:02 main:574] : INFO : Epoch 1551 | loss: 0.0310998 | val_loss: 0.0311519 | Time: 2554.13 ms
[2022-04-12 03:19:05 main:574] : INFO : Epoch 1552 | loss: 0.0310991 | val_loss: 0.0311517 | Time: 2585.94 ms
[2022-04-12 03:19:07 main:574] : INFO : Epoch 1553 | loss: 0.031095 | val_loss: 0.0311519 | Time: 2613.68 ms
[2022-04-12 03:19:10 main:574] : INFO : Epoch 1554 | loss: 0.0310977 | val_loss: 0.0311513 | Time: 2608.87 ms
[2022-04-12 03:19:13 main:574] : INFO : Epoch 1555 | loss: 0.0311033 | val_loss: 0.0311479 | Time: 2670.77 ms
[2022-04-12 03:19:15 main:574] : INFO : Epoch 1556 | loss: 0.0311014 | val_loss: 0.0311485 | Time: 2616.04 ms
[2022-04-12 03:19:18 main:574] : INFO : Epoch 1557 | loss: 0.0311017 | val_loss: 0.0311515 | Time: 2616.12 ms
[2022-04-12 03:19:20 main:574] : INFO : Epoch 1558 | loss: 0.0310982 | val_loss: 0.0311546 | Time: 2697.9 ms
[2022-04-12 03:19:23 main:574] : INFO : Epoch 1559 | loss: 0.0310958 | val_loss: 0.0311498 | Time: 2598.73 ms
[2022-04-12 03:19:26 main:574] : INFO : Epoch 1560 | loss: 0.0310943 | val_loss: 0.0311503 | Time: 2592.41 ms
[2022-04-12 03:19:28 main:574] : INFO : Epoch 1561 | loss: 0.0310941 | val_loss: 0.0311471 | Time: 2609.62 ms
[2022-04-12 03:19:31 main:574] : INFO : Epoch 1562 | loss: 0.0310975 | val_loss: 0.0311455 | Time: 2531.05 ms
[2022-04-12 03:19:33 main:574] : INFO : Epoch 1563 | loss: 0.0310945 | val_loss: 0.0311486 | Time: 2605.34 ms
[2022-04-12 03:19:36 main:574] : INFO : Epoch 1564 | loss: 0.0310929 | val_loss: 0.0311453 | Time: 2600.04 ms
[2022-04-12 03:19:39 main:574] : INFO : Epoch 1565 | loss: 0.031093 | val_loss: 0.0311532 | Time: 2640.43 ms
[2022-04-12 03:19:41 main:574] : INFO : Epoch 1566 | loss: 0.0310941 | val_loss: 0.0311481 | Time: 2593.5 ms
[2022-04-12 03:19:44 main:574] : INFO : Epoch 1567 | loss: 0.0310939 | val_loss: 0.0311522 | Time: 2625.38 ms
[2022-04-12 03:19:47 main:574] : INFO : Epoch 1568 | loss: 0.0310996 | val_loss: 0.0311543 | Time: 2598.55 ms
[2022-04-12 03:19:49 main:574] : INFO : Epoch 1569 | loss: 0.0310987 | val_loss: 0.0311514 | Time: 2610.72 ms
[2022-04-12 03:19:52 main:574] : INFO : Epoch 1570 | loss: 0.0310998 | val_loss: 0.0311452 | Time: 2633.98 ms
[2022-04-12 03:19:54 main:574] : INFO : Epoch 1571 | loss: 0.0310982 | val_loss: 0.031147 | Time: 2620.68 ms
[2022-04-12 03:19:57 main:574] : INFO : Epoch 1572 | loss: 0.031096 | val_loss: 0.0311484 | Time: 2611.92 ms
[2022-04-12 03:20:00 main:574] : INFO : Epoch 1573 | loss: 0.0310946 | val_loss: 0.0311463 | Time: 2630.1 ms
[2022-04-12 03:20:02 main:574] : INFO : Epoch 1574 | loss: 0.0310942 | val_loss: 0.0311526 | Time: 2606.8 ms
[2022-04-12 03:20:05 main:574] : INFO : Epoch 1575 | loss: 0.0310943 | val_loss: 0.0311524 | Time: 2605.56 ms
[2022-04-12 03:20:07 main:574] : INFO : Epoch 1576 | loss: 0.0310922 | val_loss: 0.031149 | Time: 2605.34 ms
[2022-04-12 03:20:10 main:574] : INFO : Epoch 1577 | loss: 0.031093 | val_loss: 0.0311521 | Time: 2581.55 ms
[2022-04-12 03:20:13 main:574] : INFO : Epoch 1578 | loss: 0.0310946 | val_loss: 0.0311507 | Time: 2646.73 ms
[2022-04-12 03:20:15 main:574] : INFO : Epoch 1579 | loss: 0.031094 | val_loss: 0.0311486 | Time: 2547.33 ms
[2022-04-12 03:20:18 main:574] : INFO : Epoch 1580 | loss: 0.0310913 | val_loss: 0.0311514 | Time: 2615.92 ms
[2022-04-12 03:20:21 main:574] : INFO : Epoch 1581 | loss: 0.0310922 | val_loss: 0.0311526 | Time: 2665.32 ms
[2022-04-12 03:20:23 main:574] : INFO : Epoch 1582 | loss: 0.0310911 | val_loss: 0.0311457 | Time: 2542.06 ms
[2022-04-12 03:20:26 main:574] : INFO : Epoch 1583 | loss: 0.0310917 | val_loss: 0.031154 | Time: 2663.06 ms
[2022-04-12 03:20:28 main:574] : INFO : Epoch 1584 | loss: 0.0310886 | val_loss: 0.0311512 | Time: 2583.11 ms
[2022-04-12 03:20:31 main:574] : INFO : Epoch 1585 | loss: 0.031088 | val_loss: 0.0311507 | Time: 2607.09 ms
[2022-04-12 03:20:34 main:574] : INFO : Epoch 1586 | loss: 0.0310871 | val_loss: 0.0311549 | Time: 2617.55 ms
[2022-04-12 03:20:36 main:574] : INFO : Epoch 1587 | loss: 0.0310883 | val_loss: 0.0311456 | Time: 2552.35 ms
[2022-04-12 03:20:39 main:574] : INFO : Epoch 1588 | loss: 0.0310938 | val_loss: 0.0311472 | Time: 2640.06 ms
[2022-04-12 03:20:41 main:574] : INFO : Epoch 1589 | loss: 0.0310952 | val_loss: 0.0311467 | Time: 2695.09 ms
[2022-04-12 03:20:44 main:574] : INFO : Epoch 1590 | loss: 0.0310975 | val_loss: 0.0311396 | Time: 2591.14 ms
[2022-04-12 03:20:47 main:574] : INFO : Epoch 1591 | loss: 0.0310969 | val_loss: 0.0311409 | Time: 2600.31 ms
[2022-04-12 03:20:49 main:574] : INFO : Epoch 1592 | loss: 0.031096 | val_loss: 0.0311458 | Time: 2593.13 ms
[2022-04-12 03:20:52 main:574] : INFO : Epoch 1593 | loss: 0.0310968 | val_loss: 0.0311444 | Time: 2579.93 ms
[2022-04-12 03:20:54 main:574] : INFO : Epoch 1594 | loss: 0.0310982 | val_loss: 0.0311476 | Time: 2605.42 ms
[2022-04-12 03:20:57 main:574] : INFO : Epoch 1595 | loss: 0.0310953 | val_loss: 0.0311433 | Time: 2651.1 ms
[2022-04-12 03:21:00 main:574] : INFO : Epoch 1596 | loss: 0.0310956 | val_loss: 0.0311499 | Time: 2613.57 ms
[2022-04-12 03:21:02 main:574] : INFO : Epoch 1597 | loss: 0.0310924 | val_loss: 0.0311506 | Time: 2614.89 ms
[2022-04-12 03:21:05 main:574] : INFO : Epoch 1598 | loss: 0.0310977 | val_loss: 0.0311481 | Time: 2646.23 ms
[2022-04-12 03:21:08 main:574] : INFO : Epoch 1599 | loss: 0.0310925 | val_loss: 0.031146 | Time: 2591.55 ms
[2022-04-12 03:21:10 main:574] : INFO : Epoch 1600 | loss: 0.0310903 | val_loss: 0.0311453 | Time: 2660.73 ms
[2022-04-12 03:21:13 main:574] : INFO : Epoch 1601 | loss: 0.0310931 | val_loss: 0.0311405 | Time: 2575.32 ms
[2022-04-12 03:21:15 main:574] : INFO : Epoch 1602 | loss: 0.0310953 | val_loss: 0.0311445 | Time: 2601.46 ms
[2022-04-12 03:21:18 main:574] : INFO : Epoch 1603 | loss: 0.0310946 | val_loss: 0.031151 | Time: 2602.94 ms
[2022-04-12 03:21:21 main:574] : INFO : Epoch 1604 | loss: 0.0310962 | val_loss: 0.0311452 | Time: 2531.81 ms
[2022-04-12 03:21:23 main:574] : INFO : Epoch 1605 | loss: 0.0310977 | val_loss: 0.0311382 | Time: 2596.22 ms
[2022-04-12 03:21:26 main:574] : INFO : Epoch 1606 | loss: 0.0310979 | val_loss: 0.0311428 | Time: 2614.31 ms
[2022-04-12 03:21:28 main:574] : INFO : Epoch 1607 | loss: 0.0310994 | val_loss: 0.0311528 | Time: 2698.66 ms
[2022-04-12 03:21:31 main:574] : INFO : Epoch 1608 | loss: 0.031102 | val_loss: 0.0311458 | Time: 2617.9 ms
[2022-04-12 03:21:34 main:574] : INFO : Epoch 1609 | loss: 0.0310952 | val_loss: 0.0311497 | Time: 2663.98 ms
[2022-04-12 03:21:36 main:574] : INFO : Epoch 1610 | loss: 0.0310943 | val_loss: 0.0311454 | Time: 2590.31 ms
[2022-04-12 03:21:39 main:574] : INFO : Epoch 1611 | loss: 0.0310958 | val_loss: 0.0311454 | Time: 2599 ms
[2022-04-12 03:21:42 main:574] : INFO : Epoch 1612 | loss: 0.0310973 | val_loss: 0.0311389 | Time: 2686.38 ms
[2022-04-12 03:21:44 main:574] : INFO : Epoch 1613 | loss: 0.0310974 | val_loss: 0.0311447 | Time: 2612.71 ms
[2022-04-12 03:21:47 main:574] : INFO : Epoch 1614 | loss: 0.031096 | val_loss: 0.031136 | Time: 2636.36 ms
[2022-04-12 03:21:50 main:574] : INFO : Epoch 1615 | loss: 0.0310968 | val_loss: 0.0311393 | Time: 2675.99 ms
[2022-04-12 03:21:52 main:574] : INFO : Epoch 1616 | loss: 0.0311015 | val_loss: 0.0311469 | Time: 2568.33 ms
[2022-04-12 03:21:55 main:574] : INFO : Epoch 1617 | loss: 0.0311004 | val_loss: 0.0311417 | Time: 2599.28 ms
[2022-04-12 03:21:57 main:574] : INFO : Epoch 1618 | loss: 0.0310948 | val_loss: 0.0311412 | Time: 2631.61 ms
[2022-04-12 03:22:00 main:574] : INFO : Epoch 1619 | loss: 0.0310958 | val_loss: 0.0311431 | Time: 2678.75 ms
[2022-04-12 03:22:03 main:574] : INFO : Epoch 1620 | loss: 0.0310956 | val_loss: 0.0311456 | Time: 2562.85 ms
[2022-04-12 03:22:05 main:574] : INFO : Epoch 1621 | loss: 0.0310919 | val_loss: 0.0311475 | Time: 2628.12 ms
[2022-04-12 03:22:08 main:574] : INFO : Epoch 1622 | loss: 0.0310942 | val_loss: 0.0311453 | Time: 2617.56 ms
[2022-04-12 03:22:10 main:574] : INFO : Epoch 1623 | loss: 0.0311078 | val_loss: 0.0311462 | Time: 2620.15 ms
[2022-04-12 03:22:13 main:574] : INFO : Epoch 1624 | loss: 0.031107 | val_loss: 0.0311374 | Time: 2695.23 ms
[2022-04-12 03:22:16 main:574] : INFO : Epoch 1625 | loss: 0.0311025 | val_loss: 0.0311427 | Time: 2672.5 ms
[2022-04-12 03:22:18 main:574] : INFO : Epoch 1626 | loss: 0.0310999 | val_loss: 0.0311491 | Time: 2614.69 ms
[2022-04-12 03:22:21 main:574] : INFO : Epoch 1627 | loss: 0.0311009 | val_loss: 0.031148 | Time: 2631.34 ms
[2022-04-12 03:22:24 main:574] : INFO : Epoch 1628 | loss: 0.0310984 | val_loss: 0.0311428 | Time: 2647.38 ms
[2022-04-12 03:22:26 main:574] : INFO : Epoch 1629 | loss: 0.0310973 | val_loss: 0.0311459 | Time: 2583.16 ms
[2022-04-12 03:22:29 main:574] : INFO : Epoch 1630 | loss: 0.0311031 | val_loss: 0.0311433 | Time: 2617.29 ms
[2022-04-12 03:22:32 main:574] : INFO : Epoch 1631 | loss: 0.0311056 | val_loss: 0.0311424 | Time: 2597.68 ms
[2022-04-12 03:22:34 main:574] : INFO : Epoch 1632 | loss: 0.0311014 | val_loss: 0.0311441 | Time: 2633.96 ms
[2022-04-12 03:22:37 main:574] : INFO : Epoch 1633 | loss: 0.0310981 | val_loss: 0.0311474 | Time: 2586.33 ms
[2022-04-12 03:22:39 main:574] : INFO : Epoch 1634 | loss: 0.0310966 | val_loss: 0.0311425 | Time: 2645.53 ms
[2022-04-12 03:22:42 main:574] : INFO : Epoch 1635 | loss: 0.0310966 | val_loss: 0.0311452 | Time: 2594.57 ms
[2022-04-12 03:22:45 main:574] : INFO : Epoch 1636 | loss: 0.0310952 | val_loss: 0.0311473 | Time: 2584.1 ms
[2022-04-12 03:22:47 main:574] : INFO : Epoch 1637 | loss: 0.0310957 | val_loss: 0.0311408 | Time: 2575.64 ms
[2022-04-12 03:22:50 main:574] : INFO : Epoch 1638 | loss: 0.0310965 | val_loss: 0.0311476 | Time: 2680.77 ms
[2022-04-12 03:22:52 main:574] : INFO : Epoch 1639 | loss: 0.0310959 | val_loss: 0.0311443 | Time: 2546.06 ms
[2022-04-12 03:22:55 main:574] : INFO : Epoch 1640 | loss: 0.0310955 | val_loss: 0.0311454 | Time: 2665.07 ms
[2022-04-12 03:22:58 main:574] : INFO : Epoch 1641 | loss: 0.0310974 | val_loss: 0.0311417 | Time: 2590.55 ms
[2022-04-12 03:23:00 main:574] : INFO : Epoch 1642 | loss: 0.0310968 | val_loss: 0.0311431 | Time: 2666.67 ms
[2022-04-12 03:23:03 main:574] : INFO : Epoch 1643 | loss: 0.0310932 | val_loss: 0.0311457 | Time: 2648.99 ms
[2022-04-12 03:23:06 main:574] : INFO : Epoch 1644 | loss: 0.0310909 | val_loss: 0.0311455 | Time: 2605.25 ms
[2022-04-12 03:23:08 main:574] : INFO : Epoch 1645 | loss: 0.0310912 | val_loss: 0.03115 | Time: 2598.7 ms
[2022-04-12 03:23:11 main:574] : INFO : Epoch 1646 | loss: 0.031093 | val_loss: 0.0311536 | Time: 2587.36 ms
[2022-04-12 03:23:13 main:574] : INFO : Epoch 1647 | loss: 0.0310927 | val_loss: 0.0311492 | Time: 2660.49 ms
[2022-04-12 03:23:16 main:574] : INFO : Epoch 1648 | loss: 0.0310996 | val_loss: 0.0311609 | Time: 2587.07 ms
[2022-04-12 03:23:19 main:574] : INFO : Epoch 1649 | loss: 0.0310975 | val_loss: 0.0311533 | Time: 2633.82 ms
[2022-04-12 03:23:21 main:574] : INFO : Epoch 1650 | loss: 0.0311091 | val_loss: 0.0311453 | Time: 2723.28 ms
[2022-04-12 03:23:24 main:574] : INFO : Epoch 1651 | loss: 0.0311096 | val_loss: 0.0311449 | Time: 2640.74 ms
[2022-04-12 03:23:27 main:574] : INFO : Epoch 1652 | loss: 0.0311075 | val_loss: 0.0311445 | Time: 2676.34 ms
[2022-04-12 03:23:29 main:574] : INFO : Epoch 1653 | loss: 0.0311033 | val_loss: 0.0311433 | Time: 2597.28 ms
[2022-04-12 03:23:32 main:574] : INFO : Epoch 1654 | loss: 0.0311019 | val_loss: 0.0311481 | Time: 2609.65 ms
[2022-04-12 03:23:34 main:574] : INFO : Epoch 1655 | loss: 0.0311011 | val_loss: 0.0311513 | Time: 2589.78 ms
[2022-04-12 03:23:37 main:574] : INFO : Epoch 1656 | loss: 0.0310965 | val_loss: 0.0311437 | Time: 2560.81 ms
[2022-04-12 03:23:40 main:574] : INFO : Epoch 1657 | loss: 0.0310978 | val_loss: 0.031141 | Time: 2631.2 ms
[2022-04-12 03:23:42 main:574] : INFO : Epoch 1658 | loss: 0.0311013 | val_loss: 0.0311399 | Time: 2605.31 ms
[2022-04-12 03:23:45 main:574] : INFO : Epoch 1659 | loss: 0.0311009 | val_loss: 0.0311448 | Time: 2626.19 ms
[2022-04-12 03:23:48 main:574] : INFO : Epoch 1660 | loss: 0.0311018 | val_loss: 0.0311426 | Time: 2635.68 ms
[2022-04-12 03:23:50 main:574] : INFO : Epoch 1661 | loss: 0.031102 | val_loss: 0.0311472 | Time: 2631.13 ms
[2022-04-12 03:23:53 main:574] : INFO : Epoch 1662 | loss: 0.0310998 | val_loss: 0.0311464 | Time: 2620.96 ms
[2022-04-12 03:23:55 main:574] : INFO : Epoch 1663 | loss: 0.031097 | val_loss: 0.0311425 | Time: 2605.98 ms
[2022-04-12 03:23:58 main:574] : INFO : Epoch 1664 | loss: 0.0310953 | val_loss: 0.0311485 | Time: 2567.29 ms
[2022-04-12 03:24:01 main:574] : INFO : Epoch 1665 | loss: 0.0310956 | val_loss: 0.0311449 | Time: 2568.49 ms
[2022-04-12 03:24:03 main:574] : INFO : Epoch 1666 | loss: 0.0310964 | val_loss: 0.0311439 | Time: 2558.66 ms
[2022-04-12 03:24:06 main:574] : INFO : Epoch 1667 | loss: 0.0310999 | val_loss: 0.0311504 | Time: 2623.53 ms
[2022-04-12 03:24:08 main:574] : INFO : Epoch 1668 | loss: 0.0310973 | val_loss: 0.0311508 | Time: 2633.79 ms
[2022-04-12 03:24:11 main:574] : INFO : Epoch 1669 | loss: 0.0310968 | val_loss: 0.0311475 | Time: 2607.5 ms
[2022-04-12 03:24:14 main:574] : INFO : Epoch 1670 | loss: 0.0310981 | val_loss: 0.0311403 | Time: 2628.61 ms
[2022-04-12 03:24:16 main:574] : INFO : Epoch 1671 | loss: 0.0310996 | val_loss: 0.031145 | Time: 2590.77 ms
[2022-04-12 03:24:19 main:574] : INFO : Epoch 1672 | loss: 0.0311013 | val_loss: 0.0311407 | Time: 2581.64 ms
[2022-04-12 03:24:21 main:574] : INFO : Epoch 1673 | loss: 0.0311007 | val_loss: 0.0311498 | Time: 2617.58 ms
[2022-04-12 03:24:24 main:574] : INFO : Epoch 1674 | loss: 0.0311126 | val_loss: 0.0311405 | Time: 2671.6 ms
[2022-04-12 03:24:27 main:574] : INFO : Epoch 1675 | loss: 0.0311044 | val_loss: 0.031143 | Time: 2558.67 ms
[2022-04-12 03:24:29 main:574] : INFO : Epoch 1676 | loss: 0.0311004 | val_loss: 0.0311405 | Time: 2629.51 ms
[2022-04-12 03:24:32 main:574] : INFO : Epoch 1677 | loss: 0.0311 | val_loss: 0.0311401 | Time: 2617.9 ms
[2022-04-12 03:24:34 main:574] : INFO : Epoch 1678 | loss: 0.0311003 | val_loss: 0.0311429 | Time: 2548.62 ms
[2022-04-12 03:24:37 main:574] : INFO : Epoch 1679 | loss: 0.0310989 | val_loss: 0.0311396 | Time: 2614.02 ms
[2022-04-12 03:24:40 main:574] : INFO : Epoch 1680 | loss: 0.0311007 | val_loss: 0.0311421 | Time: 2641.32 ms
[2022-04-12 03:24:42 main:574] : INFO : Epoch 1681 | loss: 0.0311007 | val_loss: 0.0311454 | Time: 2608.4 ms
[2022-04-12 03:24:45 main:574] : INFO : Epoch 1682 | loss: 0.0311003 | val_loss: 0.0311387 | Time: 2704.11 ms
[2022-04-12 03:24:48 main:574] : INFO : Epoch 1683 | loss: 0.031099 | val_loss: 0.0311434 | Time: 2703.33 ms
[2022-04-12 03:24:50 main:574] : INFO : Epoch 1684 | loss: 0.0310997 | val_loss: 0.0311485 | Time: 2564.5 ms
[2022-04-12 03:24:53 main:574] : INFO : Epoch 1685 | loss: 0.0310967 | val_loss: 0.0311426 | Time: 2583.83 ms
[2022-04-12 03:24:56 main:574] : INFO : Epoch 1686 | loss: 0.0310991 | val_loss: 0.0311437 | Time: 2667.4 ms
[2022-04-12 03:24:58 main:574] : INFO : Epoch 1687 | loss: 0.0310951 | val_loss: 0.0311494 | Time: 2564.14 ms
[2022-04-12 03:25:01 main:574] : INFO : Epoch 1688 | loss: 0.0310914 | val_loss: 0.0311457 | Time: 2600.05 ms
[2022-04-12 03:25:03 main:574] : INFO : Epoch 1689 | loss: 0.0310914 | val_loss: 0.0311433 | Time: 2607.19 ms
[2022-04-12 03:25:06 main:574] : INFO : Epoch 1690 | loss: 0.0310923 | val_loss: 0.0311442 | Time: 2655.22 ms
[2022-04-12 03:25:09 main:574] : INFO : Epoch 1691 | loss: 0.0310952 | val_loss: 0.0311425 | Time: 2616.58 ms
[2022-04-12 03:25:11 main:574] : INFO : Epoch 1692 | loss: 0.0310959 | val_loss: 0.0311414 | Time: 2663.9 ms
[2022-04-12 03:25:14 main:574] : INFO : Epoch 1693 | loss: 0.0310988 | val_loss: 0.0311412 | Time: 2616.72 ms
[2022-04-12 03:25:17 main:574] : INFO : Epoch 1694 | loss: 0.0310958 | val_loss: 0.0311439 | Time: 2620.5 ms
[2022-04-12 03:25:19 main:574] : INFO : Epoch 1695 | loss: 0.0310941 | val_loss: 0.0311508 | Time: 2589.58 ms
[2022-04-12 03:25:22 main:574] : INFO : Epoch 1696 | loss: 0.0310927 | val_loss: 0.031143 | Time: 2613.53 ms
[2022-04-12 03:25:24 main:574] : INFO : Epoch 1697 | loss: 0.0310991 | val_loss: 0.0311369 | Time: 2564.14 ms
[2022-04-12 03:25:27 main:574] : INFO : Epoch 1698 | loss: 0.0310972 | val_loss: 0.0311465 | Time: 2621.05 ms
[2022-04-12 03:25:29 main:574] : INFO : Epoch 1699 | loss: 0.0310957 | val_loss: 0.0311456 | Time: 2576.37 ms
[2022-04-12 03:25:32 main:574] : INFO : Epoch 1700 | loss: 0.0310947 | val_loss: 0.0311476 | Time: 2565.06 ms
[2022-04-12 03:25:35 main:574] : INFO : Epoch 1701 | loss: 0.0310922 | val_loss: 0.0311465 | Time: 2589.59 ms
[2022-04-12 03:25:37 main:574] : INFO : Epoch 1702 | loss: 0.0310922 | val_loss: 0.0311493 | Time: 2624.11 ms
[2022-04-12 03:25:40 main:574] : INFO : Epoch 1703 | loss: 0.0310987 | val_loss: 0.0311511 | Time: 2608.74 ms
[2022-04-12 03:25:42 main:574] : INFO : Epoch 1704 | loss: 0.031098 | val_loss: 0.0311524 | Time: 2608.97 ms
[2022-04-12 03:25:45 main:574] : INFO : Epoch 1705 | loss: 0.0310971 | val_loss: 0.0311433 | Time: 2580.81 ms
[2022-04-12 03:25:48 main:574] : INFO : Epoch 1706 | loss: 0.0310969 | val_loss: 0.0311391 | Time: 2588.99 ms
[2022-04-12 03:25:50 main:574] : INFO : Epoch 1707 | loss: 0.0311032 | val_loss: 0.031142 | Time: 2599.2 ms
[2022-04-12 03:25:53 main:574] : INFO : Epoch 1708 | loss: 0.0311026 | val_loss: 0.0311509 | Time: 2613.97 ms
[2022-04-12 03:25:55 main:574] : INFO : Epoch 1709 | loss: 0.0311018 | val_loss: 0.0311423 | Time: 2556.02 ms
[2022-04-12 03:25:58 main:574] : INFO : Epoch 1710 | loss: 0.0311032 | val_loss: 0.0311392 | Time: 2614.47 ms
[2022-04-12 03:26:01 main:574] : INFO : Epoch 1711 | loss: 0.0311032 | val_loss: 0.0311437 | Time: 2594.27 ms
[2022-04-12 03:26:03 main:574] : INFO : Epoch 1712 | loss: 0.0310979 | val_loss: 0.0311422 | Time: 2753.12 ms
[2022-04-12 03:26:06 main:574] : INFO : Epoch 1713 | loss: 0.0310972 | val_loss: 0.0311483 | Time: 2647.11 ms
[2022-04-12 03:26:09 main:574] : INFO : Epoch 1714 | loss: 0.0310981 | val_loss: 0.0311461 | Time: 2635.17 ms
[2022-04-12 03:26:11 main:574] : INFO : Epoch 1715 | loss: 0.0310971 | val_loss: 0.0311398 | Time: 2643.44 ms
[2022-04-12 03:26:14 main:574] : INFO : Epoch 1716 | loss: 0.031098 | val_loss: 0.0311441 | Time: 2552.07 ms
[2022-04-12 03:26:17 main:574] : INFO : Epoch 1717 | loss: 0.0310994 | val_loss: 0.0311505 | Time: 2631.66 ms
[2022-04-12 03:26:19 main:574] : INFO : Epoch 1718 | loss: 0.0310989 | val_loss: 0.0311486 | Time: 2617.4 ms
[2022-04-12 03:26:22 main:574] : INFO : Epoch 1719 | loss: 0.0310968 | val_loss: 0.0311555 | Time: 2641.85 ms
[2022-04-12 03:26:24 main:574] : INFO : Epoch 1720 | loss: 0.0310997 | val_loss: 0.0311558 | Time: 2624.59 ms
[2022-04-12 03:26:27 main:574] : INFO : Epoch 1721 | loss: 0.0311051 | val_loss: 0.0311433 | Time: 2617.89 ms
[2022-04-12 03:26:30 main:574] : INFO : Epoch 1722 | loss: 0.0310986 | val_loss: 0.0311414 | Time: 2666.41 ms
[2022-04-12 03:26:32 main:574] : INFO : Epoch 1723 | loss: 0.0310952 | val_loss: 0.0311439 | Time: 2626.35 ms
[2022-04-12 03:26:35 main:574] : INFO : Epoch 1724 | loss: 0.0310939 | val_loss: 0.0311484 | Time: 2566.14 ms
[2022-04-12 03:26:38 main:574] : INFO : Epoch 1725 | loss: 0.0310947 | val_loss: 0.0311481 | Time: 2642.57 ms
[2022-04-12 03:26:40 main:574] : INFO : Epoch 1726 | loss: 0.0310905 | val_loss: 0.0311459 | Time: 2579.96 ms
[2022-04-12 03:26:43 main:574] : INFO : Epoch 1727 | loss: 0.0310927 | val_loss: 0.0311443 | Time: 2569.59 ms
[2022-04-12 03:26:45 main:574] : INFO : Epoch 1728 | loss: 0.0310933 | val_loss: 0.031143 | Time: 2597.13 ms
[2022-04-12 03:26:48 main:574] : INFO : Epoch 1729 | loss: 0.0310922 | val_loss: 0.0311422 | Time: 2561.71 ms
[2022-04-12 03:26:50 main:574] : INFO : Epoch 1730 | loss: 0.0310902 | val_loss: 0.0311443 | Time: 2566.86 ms
[2022-04-12 03:26:53 main:574] : INFO : Epoch 1731 | loss: 0.0310885 | val_loss: 0.0311453 | Time: 2628.29 ms
[2022-04-12 03:26:56 main:574] : INFO : Epoch 1732 | loss: 0.031089 | val_loss: 0.0311441 | Time: 2622.93 ms
[2022-04-12 03:26:58 main:574] : INFO : Epoch 1733 | loss: 0.0310974 | val_loss: 0.0311473 | Time: 2609.81 ms
[2022-04-12 03:27:01 main:574] : INFO : Epoch 1734 | loss: 0.0310982 | val_loss: 0.0311504 | Time: 2598.11 ms
[2022-04-12 03:27:04 main:574] : INFO : Epoch 1735 | loss: 0.0310983 | val_loss: 0.0311472 | Time: 2629.93 ms
[2022-04-12 03:27:06 main:574] : INFO : Epoch 1736 | loss: 0.0310938 | val_loss: 0.0311468 | Time: 2614.64 ms
[2022-04-12 03:27:09 main:574] : INFO : Epoch 1737 | loss: 0.0310962 | val_loss: 0.0311435 | Time: 2594.47 ms
[2022-04-12 03:27:11 main:574] : INFO : Epoch 1738 | loss: 0.0310964 | val_loss: 0.0311405 | Time: 2640.52 ms
[2022-04-12 03:27:14 main:574] : INFO : Epoch 1739 | loss: 0.0310912 | val_loss: 0.0311421 | Time: 2583.36 ms
[2022-04-12 03:27:17 main:574] : INFO : Epoch 1740 | loss: 0.0310893 | val_loss: 0.031149 | Time: 2619.3 ms
[2022-04-12 03:27:19 main:574] : INFO : Epoch 1741 | loss: 0.031089 | val_loss: 0.0311428 | Time: 2643.68 ms
[2022-04-12 03:27:22 main:574] : INFO : Epoch 1742 | loss: 0.0310927 | val_loss: 0.0311474 | Time: 2574.16 ms
[2022-04-12 03:27:24 main:574] : INFO : Epoch 1743 | loss: 0.0310944 | val_loss: 0.0311449 | Time: 2588.87 ms
[2022-04-12 03:27:27 main:574] : INFO : Epoch 1744 | loss: 0.0310943 | val_loss: 0.0311461 | Time: 2583.84 ms
[2022-04-12 03:27:30 main:574] : INFO : Epoch 1745 | loss: 0.0310899 | val_loss: 0.0311407 | Time: 2534.97 ms
[2022-04-12 03:27:32 main:574] : INFO : Epoch 1746 | loss: 0.03109 | val_loss: 0.0311453 | Time: 2608.65 ms
[2022-04-12 03:27:35 main:574] : INFO : Epoch 1747 | loss: 0.0310919 | val_loss: 0.0311502 | Time: 2603.76 ms
[2022-04-12 03:27:37 main:574] : INFO : Epoch 1748 | loss: 0.0310943 | val_loss: 0.031155 | Time: 2623.41 ms
[2022-04-12 03:27:40 main:574] : INFO : Epoch 1749 | loss: 0.0310999 | val_loss: 0.0311573 | Time: 2629.52 ms
[2022-04-12 03:27:43 main:574] : INFO : Epoch 1750 | loss: 0.0328314 | val_loss: 0.0316963 | Time: 2565.03 ms
[2022-04-12 03:27:45 main:574] : INFO : Epoch 1751 | loss: 0.0328195 | val_loss: 0.0312205 | Time: 2630.21 ms
[2022-04-12 03:27:48 main:574] : INFO : Epoch 1752 | loss: 0.0356189 | val_loss: 0.036444 | Time: 2616.92 ms
[2022-04-12 03:27:50 main:574] : INFO : Epoch 1753 | loss: 0.0330259 | val_loss: 0.0314679 | Time: 2636.81 ms
[2022-04-12 03:27:53 main:574] : INFO : Epoch 1754 | loss: 0.0313601 | val_loss: 0.0312286 | Time: 2619.7 ms
[2022-04-12 03:27:56 main:574] : INFO : Epoch 1755 | loss: 0.031187 | val_loss: 0.031177 | Time: 2582.96 ms
[2022-04-12 03:27:58 main:574] : INFO : Epoch 1756 | loss: 0.0311489 | val_loss: 0.0311576 | Time: 2546.44 ms
[2022-04-12 03:28:01 main:574] : INFO : Epoch 1757 | loss: 0.0311368 | val_loss: 0.0311528 | Time: 2578.98 ms
[2022-04-12 03:28:03 main:574] : INFO : Epoch 1758 | loss: 0.031132 | val_loss: 0.0311503 | Time: 2588.15 ms
[2022-04-12 03:28:06 main:574] : INFO : Epoch 1759 | loss: 0.0311282 | val_loss: 0.0311489 | Time: 2565.9 ms
[2022-04-12 03:28:09 main:574] : INFO : Epoch 1760 | loss: 0.031124 | val_loss: 0.0311473 | Time: 2561.55 ms
[2022-04-12 03:28:11 main:574] : INFO : Epoch 1761 | loss: 0.0311226 | val_loss: 0.031147 | Time: 2546.84 ms
[2022-04-12 03:28:14 main:574] : INFO : Epoch 1762 | loss: 0.0311187 | val_loss: 0.0311453 | Time: 2594.33 ms
[2022-04-12 03:28:16 main:574] : INFO : Epoch 1763 | loss: 0.0311177 | val_loss: 0.0311467 | Time: 2576.73 ms
[2022-04-12 03:28:19 main:574] : INFO : Epoch 1764 | loss: 0.031117 | val_loss: 0.0311458 | Time: 2561.24 ms
[2022-04-12 03:28:21 main:574] : INFO : Epoch 1765 | loss: 0.0311129 | val_loss: 0.0311482 | Time: 2621.2 ms
[2022-04-12 03:28:24 main:574] : INFO : Epoch 1766 | loss: 0.0311109 | val_loss: 0.0311459 | Time: 2622.35 ms
[2022-04-12 03:28:27 main:574] : INFO : Epoch 1767 | loss: 0.0311087 | val_loss: 0.031146 | Time: 2615.09 ms
[2022-04-12 03:28:29 main:574] : INFO : Epoch 1768 | loss: 0.0311081 | val_loss: 0.0311448 | Time: 2617.51 ms
[2022-04-12 03:28:32 main:574] : INFO : Epoch 1769 | loss: 0.0311061 | val_loss: 0.0311442 | Time: 2583.84 ms
[2022-04-12 03:28:34 main:574] : INFO : Epoch 1770 | loss: 0.0311041 | val_loss: 0.0311461 | Time: 2606.51 ms
[2022-04-12 03:28:37 main:574] : INFO : Epoch 1771 | loss: 0.0311066 | val_loss: 0.0311466 | Time: 2561.46 ms
[2022-04-12 03:28:40 main:574] : INFO : Epoch 1772 | loss: 0.0311041 | val_loss: 0.0311449 | Time: 2657.47 ms
[2022-04-12 03:28:42 main:574] : INFO : Epoch 1773 | loss: 0.0311043 | val_loss: 0.0311485 | Time: 2613.43 ms
[2022-04-12 03:28:45 main:574] : INFO : Epoch 1774 | loss: 0.0311072 | val_loss: 0.0311479 | Time: 2673.95 ms
[2022-04-12 03:28:48 main:574] : INFO : Epoch 1775 | loss: 0.0311069 | val_loss: 0.0311474 | Time: 2603.7 ms
[2022-04-12 03:28:50 main:574] : INFO : Epoch 1776 | loss: 0.0311073 | val_loss: 0.0311437 | Time: 2652.55 ms
[2022-04-12 03:28:53 main:574] : INFO : Epoch 1777 | loss: 0.0311053 | val_loss: 0.0311462 | Time: 2625.85 ms
[2022-04-12 03:28:55 main:574] : INFO : Epoch 1778 | loss: 0.0311024 | val_loss: 0.0311469 | Time: 2596.1 ms
[2022-04-12 03:28:58 main:574] : INFO : Epoch 1779 | loss: 0.0310997 | val_loss: 0.0311417 | Time: 2621.04 ms
[2022-04-12 03:29:01 main:574] : INFO : Epoch 1780 | loss: 0.0311003 | val_loss: 0.0311471 | Time: 2635.6 ms
[2022-04-12 03:29:03 main:574] : INFO : Epoch 1781 | loss: 0.0310997 | val_loss: 0.0311444 | Time: 2570.72 ms
[2022-04-12 03:29:06 main:574] : INFO : Epoch 1782 | loss: 0.0310982 | val_loss: 0.0311442 | Time: 2605.73 ms
[2022-04-12 03:29:09 main:574] : INFO : Epoch 1783 | loss: 0.0310965 | val_loss: 0.0311468 | Time: 2604.44 ms
[2022-04-12 03:29:11 main:574] : INFO : Epoch 1784 | loss: 0.0310976 | val_loss: 0.0311465 | Time: 2601.43 ms
[2022-04-12 03:29:14 main:574] : INFO : Epoch 1785 | loss: 0.0310972 | val_loss: 0.0311436 | Time: 2582.75 ms
[2022-04-12 03:29:16 main:574] : INFO : Epoch 1786 | loss: 0.0310971 | val_loss: 0.031141 | Time: 2628.45 ms
[2022-04-12 03:29:19 main:574] : INFO : Epoch 1787 | loss: 0.0310951 | val_loss: 0.0311454 | Time: 2655.42 ms
[2022-04-12 03:29:22 main:574] : INFO : Epoch 1788 | loss: 0.0310954 | val_loss: 0.0311482 | Time: 2710.93 ms
[2022-04-12 03:29:24 main:574] : INFO : Epoch 1789 | loss: 0.0310973 | val_loss: 0.0311438 | Time: 2635.48 ms
[2022-04-12 03:29:27 main:574] : INFO : Epoch 1790 | loss: 0.0310975 | val_loss: 0.0311424 | Time: 2582.09 ms
[2022-04-12 03:29:30 main:574] : INFO : Epoch 1791 | loss: 0.0310957 | val_loss: 0.0311443 | Time: 2602.86 ms
[2022-04-12 03:29:32 main:574] : INFO : Epoch 1792 | loss: 0.0310958 | val_loss: 0.0311433 | Time: 2599.82 ms
[2022-04-12 03:29:35 main:574] : INFO : Epoch 1793 | loss: 0.0310936 | val_loss: 0.0311511 | Time: 2633.22 ms
[2022-04-12 03:29:37 main:574] : INFO : Epoch 1794 | loss: 0.0310934 | val_loss: 0.0311543 | Time: 2597.27 ms
[2022-04-12 03:29:40 main:574] : INFO : Epoch 1795 | loss: 0.0310942 | val_loss: 0.0311483 | Time: 2580.64 ms
[2022-04-12 03:29:43 main:574] : INFO : Epoch 1796 | loss: 0.0310927 | val_loss: 0.0311476 | Time: 2620.82 ms
[2022-04-12 03:29:45 main:574] : INFO : Epoch 1797 | loss: 0.0310917 | val_loss: 0.0311452 | Time: 2593.17 ms
[2022-04-12 03:29:48 main:574] : INFO : Epoch 1798 | loss: 0.0310913 | val_loss: 0.031145 | Time: 2616.6 ms
[2022-04-12 03:29:50 main:574] : INFO : Epoch 1799 | loss: 0.0310926 | val_loss: 0.0311496 | Time: 2593.18 ms
[2022-04-12 03:29:53 main:574] : INFO : Epoch 1800 | loss: 0.0310932 | val_loss: 0.0311436 | Time: 2583.64 ms
[2022-04-12 03:29:56 main:574] : INFO : Epoch 1801 | loss: 0.0310942 | val_loss: 0.0311451 | Time: 2666.91 ms
[2022-04-12 03:29:58 main:574] : INFO : Epoch 1802 | loss: 0.0310972 | val_loss: 0.0311484 | Time: 2678.57 ms
[2022-04-12 03:30:01 main:574] : INFO : Epoch 1803 | loss: 0.031104 | val_loss: 0.0311436 | Time: 2613.92 ms
[2022-04-12 03:30:04 main:574] : INFO : Epoch 1804 | loss: 0.0311065 | val_loss: 0.0311451 | Time: 2611.29 ms
[2022-04-12 03:30:06 main:574] : INFO : Epoch 1805 | loss: 0.0311056 | val_loss: 0.0311492 | Time: 2611.68 ms
[2022-04-12 03:30:09 main:574] : INFO : Epoch 1806 | loss: 0.0311055 | val_loss: 0.0311462 | Time: 2609.92 ms
[2022-04-12 03:30:11 main:574] : INFO : Epoch 1807 | loss: 0.0311062 | val_loss: 0.0311507 | Time: 2609.21 ms
[2022-04-12 03:30:14 main:574] : INFO : Epoch 1808 | loss: 0.0311066 | val_loss: 0.0311527 | Time: 2696.05 ms
[2022-04-12 03:30:17 main:574] : INFO : Epoch 1809 | loss: 0.031103 | val_loss: 0.0311489 | Time: 2576.6 ms
[2022-04-12 03:30:19 main:574] : INFO : Epoch 1810 | loss: 0.0311001 | val_loss: 0.0311475 | Time: 2588.54 ms
[2022-04-12 03:30:22 main:574] : INFO : Epoch 1811 | loss: 0.0310975 | val_loss: 0.0311459 | Time: 2586.06 ms
[2022-04-12 03:30:24 main:574] : INFO : Epoch 1812 | loss: 0.0311032 | val_loss: 0.0311456 | Time: 2584.8 ms
[2022-04-12 03:30:27 main:574] : INFO : Epoch 1813 | loss: 0.031103 | val_loss: 0.0311466 | Time: 2643.56 ms
[2022-04-12 03:30:30 main:574] : INFO : Epoch 1814 | loss: 0.0311037 | val_loss: 0.0311417 | Time: 2607.81 ms
[2022-04-12 03:30:32 main:574] : INFO : Epoch 1815 | loss: 0.0311015 | val_loss: 0.0311444 | Time: 2660.08 ms
[2022-04-12 03:30:35 main:574] : INFO : Epoch 1816 | loss: 0.0311007 | val_loss: 0.0311457 | Time: 2680.74 ms
[2022-04-12 03:30:38 main:574] : INFO : Epoch 1817 | loss: 0.0310982 | val_loss: 0.0311479 | Time: 2635.48 ms
[2022-04-12 03:30:40 main:574] : INFO : Epoch 1818 | loss: 0.0311037 | val_loss: 0.0311437 | Time: 2627.14 ms
[2022-04-12 03:30:43 main:574] : INFO : Epoch 1819 | loss: 0.0311063 | val_loss: 0.0311431 | Time: 2582.67 ms
[2022-04-12 03:30:46 main:574] : INFO : Epoch 1820 | loss: 0.0311022 | val_loss: 0.031145 | Time: 2635.72 ms
[2022-04-12 03:30:48 main:574] : INFO : Epoch 1821 | loss: 0.0310988 | val_loss: 0.0311433 | Time: 2621.64 ms
[2022-04-12 03:30:51 main:574] : INFO : Epoch 1822 | loss: 0.0310991 | val_loss: 0.0311462 | Time: 2565 ms
[2022-04-12 03:30:53 main:574] : INFO : Epoch 1823 | loss: 0.0310963 | val_loss: 0.0311445 | Time: 2713.57 ms
[2022-04-12 03:30:56 main:574] : INFO : Epoch 1824 | loss: 0.0310946 | val_loss: 0.0311412 | Time: 2664.11 ms
[2022-04-12 03:30:59 main:574] : INFO : Epoch 1825 | loss: 0.0310977 | val_loss: 0.0311403 | Time: 2608.75 ms
[2022-04-12 03:31:01 main:574] : INFO : Epoch 1826 | loss: 0.0311009 | val_loss: 0.0311425 | Time: 2625.05 ms
[2022-04-12 03:31:04 main:574] : INFO : Epoch 1827 | loss: 0.0311011 | val_loss: 0.0311466 | Time: 2584.02 ms
[2022-04-12 03:31:06 main:574] : INFO : Epoch 1828 | loss: 0.0311017 | val_loss: 0.0311472 | Time: 2585.41 ms
[2022-04-12 03:31:09 main:574] : INFO : Epoch 1829 | loss: 0.0310987 | val_loss: 0.0311439 | Time: 2656.77 ms
[2022-04-12 03:31:12 main:574] : INFO : Epoch 1830 | loss: 0.0311013 | val_loss: 0.0311436 | Time: 2566.17 ms
[2022-04-12 03:31:14 main:574] : INFO : Epoch 1831 | loss: 0.0311025 | val_loss: 0.0311423 | Time: 2589.62 ms
[2022-04-12 03:31:17 main:574] : INFO : Epoch 1832 | loss: 0.0311001 | val_loss: 0.031143 | Time: 2614.61 ms
[2022-04-12 03:31:20 main:574] : INFO : Epoch 1833 | loss: 0.0310979 | val_loss: 0.0311447 | Time: 2623.58 ms
[2022-04-12 03:31:22 main:574] : INFO : Epoch 1834 | loss: 0.0310979 | val_loss: 0.03114 | Time: 2646.35 ms
[2022-04-12 03:31:25 main:574] : INFO : Epoch 1835 | loss: 0.0310968 | val_loss: 0.0311361 | Time: 2582.99 ms
[2022-04-12 03:31:28 main:574] : INFO : Epoch 1836 | loss: 0.0310996 | val_loss: 0.0311373 | Time: 2724.36 ms
[2022-04-12 03:31:30 main:574] : INFO : Epoch 1837 | loss: 0.0310949 | val_loss: 0.0311351 | Time: 2634 ms
[2022-04-12 03:31:33 main:574] : INFO : Epoch 1838 | loss: 0.0310949 | val_loss: 0.0311372 | Time: 2594.27 ms
[2022-04-12 03:31:35 main:574] : INFO : Epoch 1839 | loss: 0.031093 | val_loss: 0.0311424 | Time: 2610.42 ms
[2022-04-12 03:31:38 main:574] : INFO : Epoch 1840 | loss: 0.0310902 | val_loss: 0.0311423 | Time: 2643.07 ms
[2022-04-12 03:31:41 main:574] : INFO : Epoch 1841 | loss: 0.0310899 | val_loss: 0.0311383 | Time: 2626.94 ms
[2022-04-12 03:31:43 main:574] : INFO : Epoch 1842 | loss: 0.0310916 | val_loss: 0.0311392 | Time: 2608.87 ms
[2022-04-12 03:31:46 main:574] : INFO : Epoch 1843 | loss: 0.0310941 | val_loss: 0.0311407 | Time: 2621.58 ms
[2022-04-12 03:31:49 main:574] : INFO : Epoch 1844 | loss: 0.0310956 | val_loss: 0.0311415 | Time: 2627.47 ms
[2022-04-12 03:31:51 main:574] : INFO : Epoch 1845 | loss: 0.0310942 | val_loss: 0.0311419 | Time: 2588.83 ms
[2022-04-12 03:31:54 main:574] : INFO : Epoch 1846 | loss: 0.031096 | val_loss: 0.0311459 | Time: 2682.22 ms
[2022-04-12 03:31:56 main:574] : INFO : Epoch 1847 | loss: 0.0310968 | val_loss: 0.0311372 | Time: 2598.39 ms
[2022-04-12 03:31:59 main:574] : INFO : Epoch 1848 | loss: 0.0310943 | val_loss: 0.0311393 | Time: 2627.87 ms
[2022-04-12 03:32:02 main:574] : INFO : Epoch 1849 | loss: 0.0310943 | val_loss: 0.0311369 | Time: 2627.13 ms
[2022-04-12 03:32:04 main:574] : INFO : Epoch 1850 | loss: 0.0310961 | val_loss: 0.0311396 | Time: 2628.86 ms
[2022-04-12 03:32:07 main:574] : INFO : Epoch 1851 | loss: 0.0310969 | val_loss: 0.0311406 | Time: 2598.61 ms
[2022-04-12 03:32:09 main:574] : INFO : Epoch 1852 | loss: 0.0310983 | val_loss: 0.0311423 | Time: 2556.15 ms
[2022-04-12 03:32:12 main:574] : INFO : Epoch 1853 | loss: 0.0310956 | val_loss: 0.0311416 | Time: 2619.48 ms
[2022-04-12 03:32:15 main:574] : INFO : Epoch 1854 | loss: 0.0310927 | val_loss: 0.03114 | Time: 2683.64 ms
[2022-04-12 03:32:17 main:574] : INFO : Epoch 1855 | loss: 0.0310907 | val_loss: 0.0311379 | Time: 2606.04 ms
[2022-04-12 03:32:20 main:574] : INFO : Epoch 1856 | loss: 0.0310935 | val_loss: 0.0311414 | Time: 2596.12 ms
[2022-04-12 03:32:23 main:574] : INFO : Epoch 1857 | loss: 0.0310936 | val_loss: 0.0311403 | Time: 2599.53 ms
[2022-04-12 03:32:25 main:574] : INFO : Epoch 1858 | loss: 0.0310985 | val_loss: 0.0311431 | Time: 2587.84 ms
[2022-04-12 03:32:28 main:574] : INFO : Epoch 1859 | loss: 0.031097 | val_loss: 0.0311395 | Time: 2638.05 ms
[2022-04-12 03:32:30 main:574] : INFO : Epoch 1860 | loss: 0.0310961 | val_loss: 0.0311412 | Time: 2644.14 ms
[2022-04-12 03:32:33 main:574] : INFO : Epoch 1861 | loss: 0.0310951 | val_loss: 0.0311427 | Time: 2606.38 ms
[2022-04-12 03:32:36 main:574] : INFO : Epoch 1862 | loss: 0.031093 | val_loss: 0.0311449 | Time: 2589.57 ms
[2022-04-12 03:32:38 main:574] : INFO : Epoch 1863 | loss: 0.0310943 | val_loss: 0.0311427 | Time: 2626.57 ms
[2022-04-12 03:32:41 main:574] : INFO : Epoch 1864 | loss: 0.0310942 | val_loss: 0.0311409 | Time: 2584.15 ms
[2022-04-12 03:32:43 main:574] : INFO : Epoch 1865 | loss: 0.0310936 | val_loss: 0.031138 | Time: 2630.5 ms
[2022-04-12 03:32:46 main:574] : INFO : Epoch 1866 | loss: 0.0310957 | val_loss: 0.0311425 | Time: 2583.3 ms
[2022-04-12 03:32:49 main:574] : INFO : Epoch 1867 | loss: 0.0310949 | val_loss: 0.0311424 | Time: 2594.94 ms
[2022-04-12 03:32:51 main:574] : INFO : Epoch 1868 | loss: 0.0310921 | val_loss: 0.0311403 | Time: 2601.05 ms
[2022-04-12 03:32:54 main:574] : INFO : Epoch 1869 | loss: 0.0310921 | val_loss: 0.0311443 | Time: 2629.3 ms
[2022-04-12 03:32:57 main:574] : INFO : Epoch 1870 | loss: 0.0311005 | val_loss: 0.0311408 | Time: 2677.67 ms
[2022-04-12 03:32:59 main:574] : INFO : Epoch 1871 | loss: 0.0311039 | val_loss: 0.031143 | Time: 2663.54 ms
[2022-04-12 03:33:02 main:574] : INFO : Epoch 1872 | loss: 0.0311016 | val_loss: 0.031147 | Time: 2641.9 ms
[2022-04-12 03:33:04 main:574] : INFO : Epoch 1873 | loss: 0.0310965 | val_loss: 0.0311467 | Time: 2630.67 ms
[2022-04-12 03:33:07 main:574] : INFO : Epoch 1874 | loss: 0.0310951 | val_loss: 0.031149 | Time: 2571.95 ms
[2022-04-12 03:33:10 main:574] : INFO : Epoch 1875 | loss: 0.031093 | val_loss: 0.0311481 | Time: 2611.5 ms
[2022-04-12 03:33:12 main:574] : INFO : Epoch 1876 | loss: 0.0310936 | val_loss: 0.0311441 | Time: 2558.9 ms
[2022-04-12 03:33:15 main:574] : INFO : Epoch 1877 | loss: 0.0310925 | val_loss: 0.0311429 | Time: 2662.89 ms
[2022-04-12 03:33:18 main:574] : INFO : Epoch 1878 | loss: 0.0310929 | val_loss: 0.0311443 | Time: 2663.8 ms
[2022-04-12 03:33:20 main:574] : INFO : Epoch 1879 | loss: 0.0310908 | val_loss: 0.0311482 | Time: 2665.38 ms
[2022-04-12 03:33:23 main:574] : INFO : Epoch 1880 | loss: 0.0310922 | val_loss: 0.0311451 | Time: 2659.79 ms
[2022-04-12 03:33:26 main:574] : INFO : Epoch 1881 | loss: 0.0310881 | val_loss: 0.0311478 | Time: 2611.18 ms
[2022-04-12 03:33:28 main:574] : INFO : Epoch 1882 | loss: 0.0310885 | val_loss: 0.0311431 | Time: 2621.13 ms
[2022-04-12 03:33:31 main:574] : INFO : Epoch 1883 | loss: 0.0310882 | val_loss: 0.0311385 | Time: 2646.18 ms
[2022-04-12 03:33:33 main:574] : INFO : Epoch 1884 | loss: 0.03109 | val_loss: 0.0311439 | Time: 2660.13 ms
[2022-04-12 03:33:36 main:574] : INFO : Epoch 1885 | loss: 0.0310899 | val_loss: 0.0311466 | Time: 2632.37 ms
[2022-04-12 03:33:39 main:574] : INFO : Epoch 1886 | loss: 0.0310927 | val_loss: 0.031144 | Time: 2549.05 ms
[2022-04-12 03:33:41 main:574] : INFO : Epoch 1887 | loss: 0.031095 | val_loss: 0.0311448 | Time: 2567.49 ms
[2022-04-12 03:33:44 main:574] : INFO : Epoch 1888 | loss: 0.0310955 | val_loss: 0.0311422 | Time: 2598.07 ms
[2022-04-12 03:33:46 main:574] : INFO : Epoch 1889 | loss: 0.0310931 | val_loss: 0.031143 | Time: 2602.96 ms
[2022-04-12 03:33:49 main:574] : INFO : Epoch 1890 | loss: 0.031088 | val_loss: 0.0311403 | Time: 2598.45 ms
[2022-04-12 03:33:52 main:574] : INFO : Epoch 1891 | loss: 0.031087 | val_loss: 0.0311411 | Time: 2601.95 ms
[2022-04-12 03:33:54 main:574] : INFO : Epoch 1892 | loss: 0.0310865 | val_loss: 0.0311414 | Time: 2642.73 ms
[2022-04-12 03:33:57 main:574] : INFO : Epoch 1893 | loss: 0.0310878 | val_loss: 0.031142 | Time: 2699.13 ms
[2022-04-12 03:34:00 main:574] : INFO : Epoch 1894 | loss: 0.0310937 | val_loss: 0.0311405 | Time: 2546.67 ms
[2022-04-12 03:34:02 main:574] : INFO : Epoch 1895 | loss: 0.0310907 | val_loss: 0.0311417 | Time: 2621.43 ms
[2022-04-12 03:34:05 main:574] : INFO : Epoch 1896 | loss: 0.0310892 | val_loss: 0.031142 | Time: 2557.29 ms
[2022-04-12 03:34:07 main:574] : INFO : Epoch 1897 | loss: 0.0310928 | val_loss: 0.0311467 | Time: 2609.25 ms
[2022-04-12 03:34:10 main:574] : INFO : Epoch 1898 | loss: 0.0310999 | val_loss: 0.0311452 | Time: 2595.96 ms
[2022-04-12 03:34:13 main:574] : INFO : Epoch 1899 | loss: 0.0310963 | val_loss: 0.0311412 | Time: 2598.1 ms
[2022-04-12 03:34:15 main:574] : INFO : Epoch 1900 | loss: 0.0310951 | val_loss: 0.0311414 | Time: 2593.97 ms
[2022-04-12 03:34:18 main:574] : INFO : Epoch 1901 | loss: 0.0310928 | val_loss: 0.0311412 | Time: 2636.69 ms
[2022-04-12 03:34:20 main:574] : INFO : Epoch 1902 | loss: 0.0310981 | val_loss: 0.0311404 | Time: 2605.64 ms
[2022-04-12 03:34:23 main:574] : INFO : Epoch 1903 | loss: 0.0311032 | val_loss: 0.0311396 | Time: 2531.22 ms
[2022-04-12 03:34:26 main:574] : INFO : Epoch 1904 | loss: 0.0310988 | val_loss: 0.0311428 | Time: 2627.44 ms
[2022-04-12 03:34:28 main:574] : INFO : Epoch 1905 | loss: 0.0310943 | val_loss: 0.0311417 | Time: 2646.85 ms
[2022-04-12 03:34:31 main:574] : INFO : Epoch 1906 | loss: 0.0310938 | val_loss: 0.0311434 | Time: 2681.95 ms
[2022-04-12 03:34:33 main:574] : INFO : Epoch 1907 | loss: 0.0310956 | val_loss: 0.0311433 | Time: 2644.17 ms
[2022-04-12 03:34:36 main:574] : INFO : Epoch 1908 | loss: 0.0310944 | val_loss: 0.0311387 | Time: 2649.93 ms
[2022-04-12 03:34:39 main:574] : INFO : Epoch 1909 | loss: 0.0310904 | val_loss: 0.0311429 | Time: 2616.48 ms
[2022-04-12 03:34:41 main:574] : INFO : Epoch 1910 | loss: 0.0310897 | val_loss: 0.031142 | Time: 2620.44 ms
[2022-04-12 03:34:44 main:574] : INFO : Epoch 1911 | loss: 0.0310967 | val_loss: 0.0311409 | Time: 2638.95 ms
[2022-04-12 03:34:47 main:574] : INFO : Epoch 1912 | loss: 0.0311084 | val_loss: 0.0311369 | Time: 2604.49 ms
[2022-04-12 03:34:49 main:574] : INFO : Epoch 1913 | loss: 0.0311052 | val_loss: 0.0311344 | Time: 2627.03 ms
[2022-04-12 03:34:52 main:574] : INFO : Epoch 1914 | loss: 0.0311048 | val_loss: 0.0311348 | Time: 2612.8 ms
[2022-04-12 03:34:54 main:574] : INFO : Epoch 1915 | loss: 0.0311035 | val_loss: 0.0311381 | Time: 2618.53 ms
[2022-04-12 03:34:57 main:574] : INFO : Epoch 1916 | loss: 0.0311008 | val_loss: 0.0311424 | Time: 2609.01 ms
[2022-04-12 03:35:00 main:574] : INFO : Epoch 1917 | loss: 0.0311036 | val_loss: 0.0311395 | Time: 2584.5 ms
[2022-04-12 03:35:02 main:574] : INFO : Epoch 1918 | loss: 0.0310999 | val_loss: 0.0311382 | Time: 2679.3 ms
[2022-04-12 03:35:05 main:574] : INFO : Epoch 1919 | loss: 0.0310967 | val_loss: 0.0311368 | Time: 2595.81 ms
[2022-04-12 03:35:08 main:574] : INFO : Epoch 1920 | loss: 0.0310964 | val_loss: 0.031136 | Time: 2690.63 ms
[2022-04-12 03:35:10 main:574] : INFO : Epoch 1921 | loss: 0.0310972 | val_loss: 0.0311367 | Time: 2584.54 ms
[2022-04-12 03:35:13 main:574] : INFO : Epoch 1922 | loss: 0.0310943 | val_loss: 0.0311437 | Time: 2730.58 ms
[2022-04-12 03:35:16 main:574] : INFO : Epoch 1923 | loss: 0.0310938 | val_loss: 0.0311396 | Time: 2616.72 ms
[2022-04-12 03:35:18 main:574] : INFO : Epoch 1924 | loss: 0.0310945 | val_loss: 0.0311373 | Time: 2639.12 ms
[2022-04-12 03:35:21 main:574] : INFO : Epoch 1925 | loss: 0.0310949 | val_loss: 0.0311397 | Time: 2597.01 ms
[2022-04-12 03:35:24 main:574] : INFO : Epoch 1926 | loss: 0.0310959 | val_loss: 0.0311451 | Time: 2662.89 ms
[2022-04-12 03:35:26 main:574] : INFO : Epoch 1927 | loss: 0.0310965 | val_loss: 0.0311458 | Time: 2585.8 ms
[2022-04-12 03:35:29 main:574] : INFO : Epoch 1928 | loss: 0.031095 | val_loss: 0.0311432 | Time: 2627.4 ms
[2022-04-12 03:35:31 main:574] : INFO : Epoch 1929 | loss: 0.0310916 | val_loss: 0.0311407 | Time: 2595.05 ms
[2022-04-12 03:35:34 main:574] : INFO : Epoch 1930 | loss: 0.0310934 | val_loss: 0.031139 | Time: 2598.05 ms
[2022-04-12 03:35:37 main:574] : INFO : Epoch 1931 | loss: 0.031096 | val_loss: 0.031139 | Time: 2669.85 ms
[2022-04-12 03:35:39 main:574] : INFO : Epoch 1932 | loss: 0.0310956 | val_loss: 0.0311412 | Time: 2698.59 ms
[2022-04-12 03:35:42 main:574] : INFO : Epoch 1933 | loss: 0.0310929 | val_loss: 0.0311399 | Time: 2598.91 ms
[2022-04-12 03:35:44 main:574] : INFO : Epoch 1934 | loss: 0.0310919 | val_loss: 0.031138 | Time: 2598.53 ms
[2022-04-12 03:35:47 main:574] : INFO : Epoch 1935 | loss: 0.031093 | val_loss: 0.0311383 | Time: 2599.75 ms
[2022-04-12 03:35:50 main:574] : INFO : Epoch 1936 | loss: 0.0310947 | val_loss: 0.031143 | Time: 2632.83 ms
[2022-04-12 03:35:52 main:574] : INFO : Epoch 1937 | loss: 0.0311049 | val_loss: 0.0311444 | Time: 2594.71 ms
[2022-04-12 03:35:55 main:574] : INFO : Epoch 1938 | loss: 0.0311053 | val_loss: 0.0311379 | Time: 2576.59 ms
[2022-04-12 03:35:57 main:574] : INFO : Epoch 1939 | loss: 0.0311051 | val_loss: 0.0311426 | Time: 2560.7 ms
[2022-04-12 03:36:00 main:574] : INFO : Epoch 1940 | loss: 0.0311062 | val_loss: 0.0311458 | Time: 2636.93 ms
[2022-04-12 03:36:03 main:574] : INFO : Epoch 1941 | loss: 0.0311079 | val_loss: 0.0311427 | Time: 2616.56 ms
[2022-04-12 03:36:05 main:574] : INFO : Epoch 1942 | loss: 0.0311046 | val_loss: 0.0311407 | Time: 2594.34 ms
[2022-04-12 03:36:08 main:574] : INFO : Epoch 1943 | loss: 0.0311009 | val_loss: 0.0311385 | Time: 2673.28 ms
[2022-04-12 03:36:11 main:574] : INFO : Epoch 1944 | loss: 0.0310988 | val_loss: 0.0311427 | Time: 2616.65 ms
[2022-04-12 03:36:13 main:574] : INFO : Epoch 1945 | loss: 0.0310982 | val_loss: 0.0311394 | Time: 2584.2 ms
[2022-04-12 03:36:16 main:574] : INFO : Epoch 1946 | loss: 0.0311006 | val_loss: 0.0311379 | Time: 2561.24 ms
[2022-04-12 03:36:18 main:574] : INFO : Epoch 1947 | loss: 0.0311006 | val_loss: 0.0311393 | Time: 2655.9 ms
[2022-04-12 03:36:21 main:574] : INFO : Epoch 1948 | loss: 0.0310981 | val_loss: 0.0311398 | Time: 2734.55 ms
[2022-04-12 03:36:24 main:574] : INFO : Epoch 1949 | loss: 0.031097 | val_loss: 0.0311365 | Time: 2577.99 ms
[2022-04-12 03:36:26 main:574] : INFO : Epoch 1950 | loss: 0.0310938 | val_loss: 0.0311353 | Time: 2617.38 ms
[2022-04-12 03:36:29 main:574] : INFO : Epoch 1951 | loss: 0.0310952 | val_loss: 0.0311373 | Time: 2621.44 ms
[2022-04-12 03:36:32 main:574] : INFO : Epoch 1952 | loss: 0.031098 | val_loss: 0.0311404 | Time: 2583.04 ms
[2022-04-12 03:36:34 main:574] : INFO : Epoch 1953 | loss: 0.0310991 | val_loss: 0.0311416 | Time: 2625.66 ms
[2022-04-12 03:36:37 main:574] : INFO : Epoch 1954 | loss: 0.0310986 | val_loss: 0.0311513 | Time: 2592.17 ms
[2022-04-12 03:36:39 main:574] : INFO : Epoch 1955 | loss: 0.0311051 | val_loss: 0.0311474 | Time: 2593.56 ms
[2022-04-12 03:36:42 main:574] : INFO : Epoch 1956 | loss: 0.0311011 | val_loss: 0.0311448 | Time: 2590.36 ms
[2022-04-12 03:36:45 main:574] : INFO : Epoch 1957 | loss: 0.0310985 | val_loss: 0.0311468 | Time: 2630.72 ms
[2022-04-12 03:36:47 main:574] : INFO : Epoch 1958 | loss: 0.0310979 | val_loss: 0.0311494 | Time: 2587.37 ms
[2022-04-12 03:36:50 main:574] : INFO : Epoch 1959 | loss: 0.0310998 | val_loss: 0.0311507 | Time: 2613.93 ms
[2022-04-12 03:36:52 main:574] : INFO : Epoch 1960 | loss: 0.0311019 | val_loss: 0.0311497 | Time: 2558.3 ms
[2022-04-12 03:36:55 main:574] : INFO : Epoch 1961 | loss: 0.0310995 | val_loss: 0.0311428 | Time: 2640.67 ms
[2022-04-12 03:36:58 main:574] : INFO : Epoch 1962 | loss: 0.0310965 | val_loss: 0.0311495 | Time: 2644.49 ms
[2022-04-12 03:37:00 main:574] : INFO : Epoch 1963 | loss: 0.0310969 | val_loss: 0.0311508 | Time: 2565.88 ms
[2022-04-12 03:37:03 main:574] : INFO : Epoch 1964 | loss: 0.0310947 | val_loss: 0.0311493 | Time: 2626.11 ms
[2022-04-12 03:37:05 main:574] : INFO : Epoch 1965 | loss: 0.0310926 | val_loss: 0.0311491 | Time: 2583.74 ms
[2022-04-12 03:37:08 main:574] : INFO : Epoch 1966 | loss: 0.0310932 | val_loss: 0.0311465 | Time: 2589.35 ms
[2022-04-12 03:37:11 main:574] : INFO : Epoch 1967 | loss: 0.031096 | val_loss: 0.0311499 | Time: 2595 ms
[2022-04-12 03:37:13 main:574] : INFO : Epoch 1968 | loss: 0.0310933 | val_loss: 0.0311442 | Time: 2625.19 ms
[2022-04-12 03:37:16 main:574] : INFO : Epoch 1969 | loss: 0.0310968 | val_loss: 0.0311458 | Time: 2628.75 ms
[2022-04-12 03:37:18 main:574] : INFO : Epoch 1970 | loss: 0.0311003 | val_loss: 0.0311485 | Time: 2591.35 ms
[2022-04-12 03:37:21 main:574] : INFO : Epoch 1971 | loss: 0.0310999 | val_loss: 0.0311474 | Time: 2602.6 ms
[2022-04-12 03:37:24 main:574] : INFO : Epoch 1972 | loss: 0.0310995 | val_loss: 0.0311443 | Time: 2618.91 ms
[2022-04-12 03:37:26 main:574] : INFO : Epoch 1973 | loss: 0.0311025 | val_loss: 0.0311462 | Time: 2617.39 ms
[2022-04-12 03:37:29 main:574] : INFO : Epoch 1974 | loss: 0.0311125 | val_loss: 0.0311438 | Time: 2651.52 ms
[2022-04-12 03:37:32 main:574] : INFO : Epoch 1975 | loss: 0.0311121 | val_loss: 0.0311469 | Time: 2704.25 ms
[2022-04-12 03:37:34 main:574] : INFO : Epoch 1976 | loss: 0.031111 | val_loss: 0.0311461 | Time: 2512.05 ms
[2022-04-12 03:37:37 main:574] : INFO : Epoch 1977 | loss: 0.0311085 | val_loss: 0.0311404 | Time: 2609.97 ms
[2022-04-12 03:37:39 main:574] : INFO : Epoch 1978 | loss: 0.0311044 | val_loss: 0.0311408 | Time: 2613.11 ms
[2022-04-12 03:37:42 main:574] : INFO : Epoch 1979 | loss: 0.0311017 | val_loss: 0.0311387 | Time: 2691.77 ms
[2022-04-12 03:37:45 main:574] : INFO : Epoch 1980 | loss: 0.0311003 | val_loss: 0.0311443 | Time: 2576.63 ms
[2022-04-12 03:37:47 main:574] : INFO : Epoch 1981 | loss: 0.0310994 | val_loss: 0.0311448 | Time: 2662.16 ms
[2022-04-12 03:37:50 main:574] : INFO : Epoch 1982 | loss: 0.0311006 | val_loss: 0.0311512 | Time: 2616.72 ms
[2022-04-12 03:37:53 main:574] : INFO : Epoch 1983 | loss: 0.0311044 | val_loss: 0.0311456 | Time: 2625.19 ms
[2022-04-12 03:37:55 main:574] : INFO : Epoch 1984 | loss: 0.0311081 | val_loss: 0.0311431 | Time: 2642.22 ms
[2022-04-12 03:37:58 main:574] : INFO : Epoch 1985 | loss: 0.0311067 | val_loss: 0.0311463 | Time: 2609.42 ms
[2022-04-12 03:38:01 main:574] : INFO : Epoch 1986 | loss: 0.0311087 | val_loss: 0.0311483 | Time: 2647.23 ms
[2022-04-12 03:38:03 main:574] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0311441 | Time: 2622.12 ms
[2022-04-12 03:38:06 main:574] : INFO : Epoch 1988 | loss: 0.0311084 | val_loss: 0.0311442 | Time: 2654.87 ms
[2022-04-12 03:38:08 main:574] : INFO : Epoch 1989 | loss: 0.0311052 | val_loss: 0.031145 | Time: 2687.01 ms
[2022-04-12 03:38:11 main:574] : INFO : Epoch 1990 | loss: 0.0311014 | val_loss: 0.0311495 | Time: 2661.51 ms
[2022-04-12 03:38:14 main:574] : INFO : Epoch 1991 | loss: 0.0311054 | val_loss: 0.0311401 | Time: 2670.72 ms
[2022-04-12 03:38:16 main:574] : INFO : Epoch 1992 | loss: 0.0311027 | val_loss: 0.0311396 | Time: 2609.22 ms
[2022-04-12 03:38:19 main:574] : INFO : Epoch 1993 | loss: 0.031101 | val_loss: 0.0311469 | Time: 2664.43 ms
[2022-04-12 03:38:22 main:574] : INFO : Epoch 1994 | loss: 0.0311037 | val_loss: 0.0311425 | Time: 2608.25 ms
[2022-04-12 03:38:24 main:574] : INFO : Epoch 1995 | loss: 0.0311 | val_loss: 0.0311418 | Time: 2599.82 ms
[2022-04-12 03:38:27 main:574] : INFO : Epoch 1996 | loss: 0.0310965 | val_loss: 0.0311436 | Time: 2680.55 ms
[2022-04-12 03:38:30 main:574] : INFO : Epoch 1997 | loss: 0.0311173 | val_loss: 0.0311498 | Time: 2562.14 ms
[2022-04-12 03:38:32 main:574] : INFO : Epoch 1998 | loss: 0.0311238 | val_loss: 0.0311537 | Time: 2625.54 ms
[2022-04-12 03:38:35 main:574] : INFO : Epoch 1999 | loss: 0.0311221 | val_loss: 0.0311498 | Time: 2655.66 ms
[2022-04-12 03:38:38 main:574] : INFO : Epoch 2000 | loss: 0.0311181 | val_loss: 0.0311474 | Time: 2686.86 ms
[2022-04-12 03:38:40 main:574] : INFO : Epoch 2001 | loss: 0.0311194 | val_loss: 0.0311437 | Time: 2613.01 ms
[2022-04-12 03:38:43 main:574] : INFO : Epoch 2002 | loss: 0.0311287 | val_loss: 0.0311484 | Time: 2610.5 ms
[2022-04-12 03:38:45 main:574] : INFO : Epoch 2003 | loss: 0.0311306 | val_loss: 0.0311484 | Time: 2620.65 ms
[2022-04-12 03:38:48 main:574] : INFO : Epoch 2004 | loss: 0.0311263 | val_loss: 0.0311467 | Time: 2620.72 ms
[2022-04-12 03:38:51 main:574] : INFO : Epoch 2005 | loss: 0.0311204 | val_loss: 0.0311403 | Time: 2611.21 ms
[2022-04-12 03:38:53 main:574] : INFO : Epoch 2006 | loss: 0.0311177 | val_loss: 0.0311434 | Time: 2588.78 ms
[2022-04-12 03:38:56 main:574] : INFO : Epoch 2007 | loss: 0.0311194 | val_loss: 0.031146 | Time: 2620.39 ms
[2022-04-12 03:38:58 main:574] : INFO : Epoch 2008 | loss: 0.031119 | val_loss: 0.0311458 | Time: 2645.76 ms
[2022-04-12 03:39:01 main:574] : INFO : Epoch 2009 | loss: 0.0311182 | val_loss: 0.0311396 | Time: 2632.26 ms
[2022-04-12 03:39:04 main:574] : INFO : Epoch 2010 | loss: 0.0311153 | val_loss: 0.0311399 | Time: 2564.92 ms
[2022-04-12 03:39:06 main:574] : INFO : Epoch 2011 | loss: 0.0311129 | val_loss: 0.0311388 | Time: 2684.03 ms
[2022-04-12 03:39:09 main:574] : INFO : Epoch 2012 | loss: 0.0311113 | val_loss: 0.0311404 | Time: 2709.72 ms
[2022-04-12 03:39:12 main:574] : INFO : Epoch 2013 | loss: 0.031112 | val_loss: 0.0311418 | Time: 2567.23 ms
[2022-04-12 03:39:14 main:574] : INFO : Epoch 2014 | loss: 0.0311113 | val_loss: 0.031142 | Time: 2635.05 ms
[2022-04-12 03:39:17 main:574] : INFO : Epoch 2015 | loss: 0.0311151 | val_loss: 0.0311454 | Time: 2685.01 ms
[2022-04-12 03:39:20 main:574] : INFO : Epoch 2016 | loss: 0.031115 | val_loss: 0.0311456 | Time: 2592.65 ms
[2022-04-12 03:39:22 main:574] : INFO : Epoch 2017 | loss: 0.0311126 | val_loss: 0.0311453 | Time: 2491.86 ms
[2022-04-12 03:39:24 main:574] : INFO : Epoch 2018 | loss: 0.0311118 | val_loss: 0.0311357 | Time: 2319.75 ms
[2022-04-12 03:39:27 main:574] : INFO : Epoch 2019 | loss: 0.0311088 | val_loss: 0.0311375 | Time: 2323.95 ms
[2022-04-12 03:39:29 main:574] : INFO : Epoch 2020 | loss: 0.031106 | val_loss: 0.0311392 | Time: 2410.66 ms
[2022-04-12 03:39:32 main:574] : INFO : Epoch 2021 | loss: 0.0311062 | val_loss: 0.0311378 | Time: 2413.53 ms
[2022-04-12 03:39:34 main:574] : INFO : Epoch 2022 | loss: 0.0311039 | val_loss: 0.0311349 | Time: 2247.31 ms
[2022-04-12 03:39:36 main:574] : INFO : Epoch 2023 | loss: 0.0311026 | val_loss: 0.0311376 | Time: 2366.15 ms
[2022-04-12 03:39:39 main:574] : INFO : Epoch 2024 | loss: 0.0311052 | val_loss: 0.0311408 | Time: 2351.23 ms
[2022-04-12 03:39:41 main:574] : INFO : Epoch 2025 | loss: 0.0311021 | val_loss: 0.0311384 | Time: 2335.95 ms
[2022-04-12 03:39:43 main:574] : INFO : Epoch 2026 | loss: 0.0311009 | val_loss: 0.0311384 | Time: 2304.49 ms
[2022-04-12 03:39:45 main:574] : INFO : Epoch 2027 | loss: 0.0311016 | val_loss: 0.0311373 | Time: 2330.79 ms
[2022-04-12 03:39:48 main:574] : INFO : Epoch 2028 | loss: 0.0311016 | val_loss: 0.0311412 | Time: 2380.8 ms
[2022-04-12 03:39:50 main:574] : INFO : Epoch 2029 | loss: 0.0310999 | val_loss: 0.0311409 | Time: 2332.41 ms
[2022-04-12 03:39:53 main:574] : INFO : Epoch 2030 | loss: 0.0311021 | val_loss: 0.031141 | Time: 2394.85 ms
[2022-04-12 03:39:55 main:574] : INFO : Epoch 2031 | loss: 0.0311036 | val_loss: 0.031142 | Time: 2373.53 ms
[2022-04-12 03:39:57 main:574] : INFO : Epoch 2032 | loss: 0.0311026 | val_loss: 0.0311386 | Time: 2299.41 ms
[2022-04-12 03:40:00 main:574] : INFO : Epoch 2033 | loss: 0.0311018 | val_loss: 0.0311353 | Time: 2333.4 ms
[2022-04-12 03:40:02 main:574] : INFO : Epoch 2034 | loss: 0.0311036 | val_loss: 0.0311359 | Time: 2359.03 ms
[2022-04-12 03:40:04 main:574] : INFO : Epoch 2035 | loss: 0.0311041 | val_loss: 0.03114 | Time: 2326.59 ms
[2022-04-12 03:40:07 main:574] : INFO : Epoch 2036 | loss: 0.031102 | val_loss: 0.0311383 | Time: 2313.93 ms
[2022-04-12 03:40:09 main:574] : INFO : Epoch 2037 | loss: 0.0311027 | val_loss: 0.0311383 | Time: 2366.61 ms
[2022-04-12 03:40:11 main:574] : INFO : Epoch 2038 | loss: 0.0311053 | val_loss: 0.0311557 | Time: 2290.44 ms
[2022-04-12 03:40:14 main:574] : INFO : Epoch 2039 | loss: 0.0311032 | val_loss: 0.0311434 | Time: 2296.85 ms
[2022-04-12 03:40:16 main:574] : INFO : Epoch 2040 | loss: 0.0310989 | val_loss: 0.0311402 | Time: 2264.55 ms
[2022-04-12 03:40:18 main:574] : INFO : Epoch 2041 | loss: 0.0310982 | val_loss: 0.031146 | Time: 2376.19 ms
[2022-04-12 03:40:21 main:574] : INFO : Epoch 2042 | loss: 0.0311011 | val_loss: 0.0311405 | Time: 2338.89 ms
[2022-04-12 03:40:23 main:574] : INFO : Epoch 2043 | loss: 0.0311012 | val_loss: 0.0311493 | Time: 2365.44 ms
[2022-04-12 03:40:25 main:574] : INFO : Epoch 2044 | loss: 0.0311002 | val_loss: 0.0311503 | Time: 2292.55 ms
[2022-04-12 03:40:28 main:574] : INFO : Epoch 2045 | loss: 0.0311003 | val_loss: 0.0311415 | Time: 2316.82 ms
[2022-04-12 03:40:30 main:574] : INFO : Epoch 2046 | loss: 0.0311006 | val_loss: 0.0311415 | Time: 2276.89 ms
[2022-04-12 03:40:32 main:574] : INFO : Epoch 2047 | loss: 0.0311021 | val_loss: 0.0311471 | Time: 2437.94 ms
[2022-04-12 03:40:35 main:574] : INFO : Epoch 2048 | loss: 0.0311018 | val_loss: 0.0311464 | Time: 2318.47 ms
[2022-04-12 03:40:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311464
[2022-04-12 03:40:35 main:603] : INFO : Saving end state to config to file
[2022-04-12 03:40:35 main:608] : INFO : Success, exiting..
03:40:35 (12444): 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)