Task 9826415
| Name | ParityModified-1638631973-23754-2-0_0 |
| Workunit | 7216014 |
| Created | 15 Dec 2021, 7:09:15 UTC |
| Sent | 21 Dec 2021, 6:40:06 UTC |
| Report deadline | 29 Dec 2021, 6:40:06 UTC |
| Received | 29 Dec 2021, 6:00:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 453 |
| Run time | 1 hours 52 min 34 sec |
| CPU time | 1 hours 52 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,487.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> in:581] : INFO : Epoch 1538 | loss: 0.0311532 | val_loss: 0.0311752 | Time: 2555.1 ms [2021-12-29 06:13:24 main:581] : INFO : Epoch 1539 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 2577.49 ms [2021-12-29 06:13:27 main:581] : INFO : Epoch 1540 | loss: 0.0311536 | val_loss: 0.0311779 | Time: 2568.38 ms [2021-12-29 06:13:29 main:581] : INFO : Epoch 1541 | loss: 0.0311518 | val_loss: 0.0311749 | Time: 2565.46 ms [2021-12-29 06:13:32 main:581] : INFO : Epoch 1542 | loss: 0.0311476 | val_loss: 0.0311693 | Time: 2567.24 ms [2021-12-29 06:13:34 main:581] : INFO : Epoch 1543 | loss: 0.0311464 | val_loss: 0.031168 | Time: 2559.02 ms [2021-12-29 06:13:37 main:581] : INFO : Epoch 1544 | loss: 0.0311463 | val_loss: 0.0311768 | Time: 2570.44 ms [2021-12-29 06:13:40 main:581] : INFO : Epoch 1545 | loss: 0.0311433 | val_loss: 0.0311685 | Time: 2569.47 ms [2021-12-29 06:13:42 main:581] : INFO : Epoch 1546 | loss: 0.0311421 | val_loss: 0.0311745 | Time: 2573.94 ms [2021-12-29 06:13:45 main:581] : INFO : Epoch 1547 | loss: 0.0311425 | val_loss: 0.0311709 | Time: 2567.36 ms [2021-12-29 06:13:47 main:581] : INFO : Epoch 1548 | loss: 0.0311451 | val_loss: 0.0311719 | Time: 2566.25 ms [2021-12-29 06:13:50 main:581] : INFO : Epoch 1549 | loss: 0.0311436 | val_loss: 0.0311726 | Time: 2548.87 ms [2021-12-29 06:13:52 main:581] : INFO : Epoch 1550 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 2579.1 ms [2021-12-29 06:13:55 main:581] : INFO : Epoch 1551 | loss: 0.0311463 | val_loss: 0.0311718 | Time: 2575.13 ms [2021-12-29 06:13:58 main:581] : INFO : Epoch 1552 | loss: 0.0311441 | val_loss: 0.0311657 | Time: 2568.38 ms [2021-12-29 06:14:00 main:581] : INFO : Epoch 1553 | loss: 0.0311433 | val_loss: 0.0311739 | Time: 2561.89 ms [2021-12-29 06:14:03 main:581] : INFO : Epoch 1554 | loss: 0.0311426 | val_loss: 0.0311697 | Time: 2560.2 ms [2021-12-29 06:14:05 main:581] : INFO : Epoch 1555 | loss: 0.0311421 | val_loss: 0.0311681 | Time: 2565.98 ms [2021-12-29 06:14:08 main:581] : INFO : Epoch 1556 | loss: 0.0311413 | val_loss: 0.0311775 | Time: 2565.17 ms [2021-12-29 06:14:10 main:581] : INFO : Epoch 1557 | loss: 0.0311434 | val_loss: 0.0311742 | Time: 2559.84 ms [2021-12-29 06:14:13 main:581] : INFO : Epoch 1558 | loss: 0.0311398 | val_loss: 0.0311765 | Time: 2572.37 ms [2021-12-29 06:14:16 main:581] : INFO : Epoch 1559 | loss: 0.0311451 | val_loss: 0.03117 | Time: 2563.92 ms [2021-12-29 06:14:18 main:581] : INFO : Epoch 1560 | loss: 0.0311415 | val_loss: 0.0311722 | Time: 2556.63 ms [2021-12-29 06:14:21 main:581] : INFO : Epoch 1561 | loss: 0.0311461 | val_loss: 0.0311686 | Time: 2554.39 ms [2021-12-29 06:14:23 main:581] : INFO : Epoch 1562 | loss: 0.0311493 | val_loss: 0.0311693 | Time: 2559.42 ms [2021-12-29 06:14:26 main:581] : INFO : Epoch 1563 | loss: 0.0311476 | val_loss: 0.0311661 | Time: 2556.42 ms [2021-12-29 06:14:28 main:581] : INFO : Epoch 1564 | loss: 0.0311417 | val_loss: 0.0311692 | Time: 2563.56 ms [2021-12-29 06:14:31 main:581] : INFO : Epoch 1565 | loss: 0.0311423 | val_loss: 0.031169 | Time: 2571.93 ms [2021-12-29 06:14:33 main:581] : INFO : Epoch 1566 | loss: 0.0311409 | val_loss: 0.0311712 | Time: 2559.02 ms [2021-12-29 06:14:36 main:581] : INFO : Epoch 1567 | loss: 0.0311454 | val_loss: 0.0311818 | Time: 2555.24 ms [2021-12-29 06:14:39 main:581] : INFO : Epoch 1568 | loss: 0.0311479 | val_loss: 0.0311728 | Time: 2540.87 ms [2021-12-29 06:14:41 main:581] : INFO : Epoch 1569 | loss: 0.0311397 | val_loss: 0.0311669 | Time: 2560.17 ms [2021-12-29 06:14:44 main:581] : INFO : Epoch 1570 | loss: 0.0311376 | val_loss: 0.0311754 | Time: 2570.93 ms [2021-12-29 06:14:46 main:581] : INFO : Epoch 1571 | loss: 0.0311383 | val_loss: 0.031171 | Time: 2571.35 ms [2021-12-29 06:14:49 main:581] : INFO : Epoch 1572 | loss: 0.0311374 | val_loss: 0.0311724 | Time: 2554.89 ms [2021-12-29 06:14:51 main:581] : INFO : Epoch 1573 | loss: 0.0311374 | val_loss: 0.0311765 | Time: 2553.42 ms [2021-12-29 06:14:54 main:581] : INFO : Epoch 1574 | loss: 0.0311365 | val_loss: 0.0311754 | Time: 2559.5 ms [2021-12-29 06:14:56 main:581] : INFO : Epoch 1575 | loss: 0.031135 | val_loss: 0.0311765 | Time: 2564.69 ms [2021-12-29 06:14:59 main:581] : INFO : Epoch 1576 | loss: 0.0311374 | val_loss: 0.0311772 | Time: 2565.97 ms [2021-12-29 06:15:02 main:581] : INFO : Epoch 1577 | loss: 0.0311364 | val_loss: 0.0311768 | Time: 2561.09 ms [2021-12-29 06:15:04 main:581] : INFO : Epoch 1578 | loss: 0.0311377 | val_loss: 0.031172 | Time: 2550.37 ms [2021-12-29 06:15:07 main:581] : INFO : Epoch 1579 | loss: 0.0311384 | val_loss: 0.0311768 | Time: 2572.43 ms [2021-12-29 06:15:09 main:581] : INFO : Epoch 1580 | loss: 0.0311437 | val_loss: 0.0311713 | Time: 2664.05 ms [2021-12-29 06:15:12 main:581] : INFO : Epoch 1581 | loss: 0.0311422 | val_loss: 0.0311665 | Time: 2587.01 ms [2021-12-29 06:15:15 main:581] : INFO : Epoch 1582 | loss: 0.0311398 | val_loss: 0.031171 | Time: 2713.38 ms [2021-12-29 06:15:17 main:581] : INFO : Epoch 1583 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 2660.21 ms [2021-12-29 06:15:20 main:581] : INFO : Epoch 1584 | loss: 0.0311395 | val_loss: 0.0311777 | Time: 2650.27 ms [2021-12-29 06:15:23 main:581] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311726 | Time: 2602.99 ms [2021-12-29 06:15:25 main:581] : INFO : Epoch 1586 | loss: 0.0311379 | val_loss: 0.0311749 | Time: 2763.88 ms [2021-12-29 06:15:28 main:581] : INFO : Epoch 1587 | loss: 0.0311407 | val_loss: 0.0311684 | Time: 2611.22 ms [2021-12-29 06:15:31 main:581] : INFO : Epoch 1588 | loss: 0.0311439 | val_loss: 0.0311734 | Time: 2614.03 ms [2021-12-29 06:15:33 main:581] : INFO : Epoch 1589 | loss: 0.0311425 | val_loss: 0.0311736 | Time: 2613.1 ms [2021-12-29 06:15:36 main:581] : INFO : Epoch 1590 | loss: 0.031139 | val_loss: 0.0311697 | Time: 2666.88 ms [2021-12-29 06:15:38 main:581] : INFO : Epoch 1591 | loss: 0.0311379 | val_loss: 0.0311732 | Time: 2572.13 ms [2021-12-29 06:15:41 main:581] : INFO : Epoch 1592 | loss: 0.0311366 | val_loss: 0.0311685 | Time: 2572.54 ms [2021-12-29 06:15:44 main:581] : INFO : Epoch 1593 | loss: 0.031139 | val_loss: 0.0311759 | Time: 2552.39 ms [2021-12-29 06:15:46 main:581] : INFO : Epoch 1594 | loss: 0.0311371 | val_loss: 0.031166 | Time: 2571.11 ms [2021-12-29 06:15:49 main:581] : INFO : Epoch 1595 | loss: 0.0311368 | val_loss: 0.0311718 | Time: 2570.26 ms [2021-12-29 06:15:51 main:581] : INFO : Epoch 1596 | loss: 0.0311345 | val_loss: 0.0311745 | Time: 2587.89 ms [2021-12-29 06:15:54 main:581] : INFO : Epoch 1597 | loss: 0.0311334 | val_loss: 0.0311684 | Time: 2565.79 ms [2021-12-29 06:15:56 main:581] : INFO : Epoch 1598 | loss: 0.0311367 | val_loss: 0.0311747 | Time: 2556.71 ms [2021-12-29 06:15:59 main:581] : INFO : Epoch 1599 | loss: 0.0311365 | val_loss: 0.0311704 | Time: 2563.66 ms [2021-12-29 06:16:02 main:581] : INFO : Epoch 1600 | loss: 0.0311359 | val_loss: 0.0311727 | Time: 2567.68 ms [2021-12-29 06:16:04 main:581] : INFO : Epoch 1601 | loss: 0.0311333 | val_loss: 0.0311718 | Time: 2564.41 ms [2021-12-29 06:16:07 main:581] : INFO : Epoch 1602 | loss: 0.0311347 | val_loss: 0.031169 | Time: 2569.5 ms [2021-12-29 06:16:09 main:581] : INFO : Epoch 1603 | loss: 0.0311374 | val_loss: 0.031171 | Time: 2582.28 ms [2021-12-29 06:16:12 main:581] : INFO : Epoch 1604 | loss: 0.0311385 | val_loss: 0.0311701 | Time: 2576.88 ms [2021-12-29 06:16:14 main:581] : INFO : Epoch 1605 | loss: 0.0311393 | val_loss: 0.0311666 | Time: 2563.92 ms [2021-12-29 06:16:17 main:581] : INFO : Epoch 1606 | loss: 0.0311346 | val_loss: 0.0311686 | Time: 2580.53 ms [2021-12-29 06:16:20 main:581] : INFO : Epoch 1607 | loss: 0.031134 | val_loss: 0.0311721 | Time: 2587.22 ms [2021-12-29 06:16:22 main:581] : INFO : Epoch 1608 | loss: 0.0311339 | val_loss: 0.0311743 | Time: 2585.69 ms [2021-12-29 06:16:25 main:581] : INFO : Epoch 1609 | loss: 0.0311338 | val_loss: 0.0311687 | Time: 2585.37 ms [2021-12-29 06:16:27 main:581] : INFO : Epoch 1610 | loss: 0.031134 | val_loss: 0.0311685 | Time: 2581.18 ms [2021-12-29 06:16:30 main:581] : INFO : Epoch 1611 | loss: 0.0311339 | val_loss: 0.0311718 | Time: 2590.36 ms [2021-12-29 06:16:33 main:581] : INFO : Epoch 1612 | loss: 0.031131 | val_loss: 0.0311716 | Time: 2578.66 ms [2021-12-29 06:16:35 main:581] : INFO : Epoch 1613 | loss: 0.031133 | val_loss: 0.0311695 | Time: 2573.5 ms [2021-12-29 06:16:38 main:581] : INFO : Epoch 1614 | loss: 0.0311342 | val_loss: 0.0311709 | Time: 2580.29 ms [2021-12-29 06:16:40 main:581] : INFO : Epoch 1615 | loss: 0.0311346 | val_loss: 0.0311838 | Time: 2578.69 ms [2021-12-29 06:16:43 main:581] : INFO : Epoch 1616 | loss: 0.0311343 | val_loss: 0.0311802 | Time: 2577.77 ms [2021-12-29 06:16:45 main:581] : INFO : Epoch 1617 | loss: 0.0311373 | val_loss: 0.0311735 | Time: 2582.39 ms [2021-12-29 06:16:48 main:581] : INFO : Epoch 1618 | loss: 0.0311301 | val_loss: 0.0311701 | Time: 2569.89 ms [2021-12-29 06:16:51 main:581] : INFO : Epoch 1619 | loss: 0.0311304 | val_loss: 0.0311752 | Time: 2585.95 ms [2021-12-29 06:16:53 main:581] : INFO : Epoch 1620 | loss: 0.0311308 | val_loss: 0.0311689 | Time: 2582.54 ms [2021-12-29 06:16:56 main:581] : INFO : Epoch 1621 | loss: 0.0311312 | val_loss: 0.0311744 | Time: 2582.04 ms [2021-12-29 06:16:58 main:581] : INFO : Epoch 1622 | loss: 0.0311333 | val_loss: 0.0311752 | Time: 2555.48 ms [2021-12-29 06:17:01 main:581] : INFO : Epoch 1623 | loss: 0.0311341 | val_loss: 0.0311702 | Time: 2571.31 ms [2021-12-29 06:17:03 main:581] : INFO : Epoch 1624 | loss: 0.0311338 | val_loss: 0.0311729 | Time: 2569.25 ms [2021-12-29 06:17:06 main:581] : INFO : Epoch 1625 | loss: 0.0311313 | val_loss: 0.0311757 | Time: 2581.63 ms [2021-12-29 06:17:09 main:581] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.0311738 | Time: 2553.51 ms [2021-12-29 06:17:11 main:581] : INFO : Epoch 1627 | loss: 0.0311315 | val_loss: 0.0311773 | Time: 2556.99 ms [2021-12-29 06:17:14 main:581] : INFO : Epoch 1628 | loss: 0.0311344 | val_loss: 0.0311743 | Time: 2578 ms [2021-12-29 06:17:16 main:581] : INFO : Epoch 1629 | loss: 0.0311392 | val_loss: 0.0311747 | Time: 2587.06 ms [2021-12-29 06:17:19 main:581] : INFO : Epoch 1630 | loss: 0.0311453 | val_loss: 0.0311727 | Time: 2571.66 ms [2021-12-29 06:17:21 main:581] : INFO : Epoch 1631 | loss: 0.0311401 | val_loss: 0.031172 | Time: 2584.84 ms [2021-12-29 06:17:24 main:581] : INFO : Epoch 1632 | loss: 0.0311367 | val_loss: 0.0311728 | Time: 2582.36 ms [2021-12-29 06:17:27 main:581] : INFO : Epoch 1633 | loss: 0.031134 | val_loss: 0.0311693 | Time: 2582.13 ms [2021-12-29 06:17:29 main:581] : INFO : Epoch 1634 | loss: 0.0311315 | val_loss: 0.031171 | Time: 2577.07 ms [2021-12-29 06:17:32 main:581] : INFO : Epoch 1635 | loss: 0.0311407 | val_loss: 0.0311812 | Time: 2578.87 ms [2021-12-29 06:17:34 main:581] : INFO : Epoch 1636 | loss: 0.0311409 | val_loss: 0.0311725 | Time: 2567.71 ms [2021-12-29 06:17:37 main:581] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311702 | Time: 2574.14 ms [2021-12-29 06:17:39 main:581] : INFO : Epoch 1638 | loss: 0.0311352 | val_loss: 0.0311693 | Time: 2576.44 ms [2021-12-29 06:17:42 main:581] : INFO : Epoch 1639 | loss: 0.0311337 | val_loss: 0.0311767 | Time: 2565.08 ms [2021-12-29 06:17:45 main:581] : INFO : Epoch 1640 | loss: 0.0311383 | val_loss: 0.0311699 | Time: 2576.66 ms [2021-12-29 06:17:47 main:581] : INFO : Epoch 1641 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 2552.66 ms [2021-12-29 06:17:50 main:581] : INFO : Epoch 1642 | loss: 0.0311504 | val_loss: 0.0311808 | Time: 2556.15 ms [2021-12-29 06:17:52 main:581] : INFO : Epoch 1643 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 2572.03 ms [2021-12-29 06:17:55 main:581] : INFO : Epoch 1644 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 2562.31 ms [2021-12-29 06:17:57 main:581] : INFO : Epoch 1645 | loss: 0.0311553 | val_loss: 0.0311711 | Time: 2559.61 ms [2021-12-29 06:18:00 main:581] : INFO : Epoch 1646 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 2580.48 ms [2021-12-29 06:18:03 main:581] : INFO : Epoch 1647 | loss: 0.0311492 | val_loss: 0.0311744 | Time: 2576.78 ms [2021-12-29 06:18:05 main:581] : INFO : Epoch 1648 | loss: 0.0311449 | val_loss: 0.0311671 | Time: 2577.75 ms [2021-12-29 06:18:08 main:581] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.0311669 | Time: 2566.44 ms [2021-12-29 06:18:10 main:581] : INFO : Epoch 1650 | loss: 0.0311413 | val_loss: 0.0311698 | Time: 2577.52 ms [2021-12-29 06:18:13 main:581] : INFO : Epoch 1651 | loss: 0.0311443 | val_loss: 0.0311681 | Time: 2557.73 ms [2021-12-29 06:18:15 main:581] : INFO : Epoch 1652 | loss: 0.0311426 | val_loss: 0.0311744 | Time: 2582.82 ms [2021-12-29 06:18:18 main:581] : INFO : Epoch 1653 | loss: 0.0311427 | val_loss: 0.0311686 | Time: 2563.41 ms [2021-12-29 06:18:21 main:581] : INFO : Epoch 1654 | loss: 0.0311437 | val_loss: 0.0311725 | Time: 2555.02 ms [2021-12-29 06:18:23 main:581] : INFO : Epoch 1655 | loss: 0.0311418 | val_loss: 0.0311719 | Time: 2557.38 ms [2021-12-29 06:18:26 main:581] : INFO : Epoch 1656 | loss: 0.0311393 | val_loss: 0.0311694 | Time: 2570.43 ms [2021-12-29 06:18:28 main:581] : INFO : Epoch 1657 | loss: 0.0311412 | val_loss: 0.0311641 | Time: 2577.22 ms [2021-12-29 06:18:31 main:581] : INFO : Epoch 1658 | loss: 0.0311388 | val_loss: 0.031172 | Time: 2588.6 ms [2021-12-29 06:18:33 main:581] : INFO : Epoch 1659 | loss: 0.031137 | val_loss: 0.0311683 | Time: 2575.85 ms [2021-12-29 06:18:36 main:581] : INFO : Epoch 1660 | loss: 0.031135 | val_loss: 0.0311674 | Time: 2585.3 ms [2021-12-29 06:18:39 main:581] : INFO : Epoch 1661 | loss: 0.0311355 | val_loss: 0.0311689 | Time: 2583.73 ms [2021-12-29 06:18:41 main:581] : INFO : Epoch 1662 | loss: 0.0311347 | val_loss: 0.0311742 | Time: 2584.89 ms [2021-12-29 06:18:44 main:581] : INFO : Epoch 1663 | loss: 0.031134 | val_loss: 0.0311701 | Time: 2575.73 ms [2021-12-29 06:18:46 main:581] : INFO : Epoch 1664 | loss: 0.0311332 | val_loss: 0.0311708 | Time: 2566.44 ms [2021-12-29 06:18:49 main:581] : INFO : Epoch 1665 | loss: 0.0311357 | val_loss: 0.031171 | Time: 2555.06 ms [2021-12-29 06:18:51 main:581] : INFO : Epoch 1666 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 2556.88 ms [2021-12-29 06:18:54 main:581] : INFO : Epoch 1667 | loss: 0.0311481 | val_loss: 0.0311696 | Time: 2569.17 ms [2021-12-29 06:18:57 main:581] : INFO : Epoch 1668 | loss: 0.0311438 | val_loss: 0.0311658 | Time: 2568.15 ms [2021-12-29 06:18:59 main:581] : INFO : Epoch 1669 | loss: 0.0311403 | val_loss: 0.0311689 | Time: 2563.97 ms [2021-12-29 06:19:02 main:581] : INFO : Epoch 1670 | loss: 0.0311385 | val_loss: 0.0311716 | Time: 2551.32 ms [2021-12-29 06:19:04 main:581] : INFO : Epoch 1671 | loss: 0.0311368 | val_loss: 0.0311675 | Time: 2560.5 ms [2021-12-29 06:19:07 main:581] : INFO : Epoch 1672 | loss: 0.0311388 | val_loss: 0.0311687 | Time: 2573.02 ms [2021-12-29 06:19:09 main:581] : INFO : Epoch 1673 | loss: 0.0311402 | val_loss: 0.031169 | Time: 2564.75 ms [2021-12-29 06:19:12 main:581] : INFO : Epoch 1674 | loss: 0.031143 | val_loss: 0.0311841 | Time: 2558.62 ms [2021-12-29 06:19:15 main:581] : INFO : Epoch 1675 | loss: 0.031148 | val_loss: 0.0311693 | Time: 2566.38 ms [2021-12-29 06:19:17 main:581] : INFO : Epoch 1676 | loss: 0.0311414 | val_loss: 0.0311763 | Time: 2558.23 ms [2021-12-29 06:19:20 main:581] : INFO : Epoch 1677 | loss: 0.0311425 | val_loss: 0.0311728 | Time: 2546.23 ms [2021-12-29 06:19:22 main:581] : INFO : Epoch 1678 | loss: 0.0311347 | val_loss: 0.0311685 | Time: 2551.89 ms [2021-12-29 06:19:25 main:581] : INFO : Epoch 1679 | loss: 0.0311303 | val_loss: 0.0311684 | Time: 2574.57 ms [2021-12-29 06:19:27 main:581] : INFO : Epoch 1680 | loss: 0.0311305 | val_loss: 0.0311644 | Time: 2578.8 ms [2021-12-29 06:19:30 main:581] : INFO : Epoch 1681 | loss: 0.0311319 | val_loss: 0.0311712 | Time: 2576.95 ms [2021-12-29 06:19:33 main:581] : INFO : Epoch 1682 | loss: 0.0311292 | val_loss: 0.0311717 | Time: 2850.67 ms [2021-12-29 06:19:35 main:581] : INFO : Epoch 1683 | loss: 0.0311301 | val_loss: 0.0311705 | Time: 2578.57 ms [2021-12-29 06:19:38 main:581] : INFO : Epoch 1684 | loss: 0.0311286 | val_loss: 0.0311743 | Time: 2696.78 ms [2021-12-29 06:19:41 main:581] : INFO : Epoch 1685 | loss: 0.0311272 | val_loss: 0.0311727 | Time: 2588.92 ms [2021-12-29 06:19:43 main:581] : INFO : Epoch 1686 | loss: 0.0311262 | val_loss: 0.031178 | Time: 2824.77 ms [2021-12-29 06:19:46 main:581] : INFO : Epoch 1687 | loss: 0.0311314 | val_loss: 0.031171 | Time: 2685.45 ms [2021-12-29 06:19:49 main:581] : INFO : Epoch 1688 | loss: 0.0311355 | val_loss: 0.0311708 | Time: 2700.72 ms [2021-12-29 06:19:52 main:581] : INFO : Epoch 1689 | loss: 0.0311336 | val_loss: 0.0311729 | Time: 2648.28 ms [2021-12-29 06:19:54 main:581] : INFO : Epoch 1690 | loss: 0.0311308 | val_loss: 0.031171 | Time: 2634.43 ms [2021-12-29 06:19:57 main:581] : INFO : Epoch 1691 | loss: 0.0311321 | val_loss: 0.0311701 | Time: 2935.85 ms [2021-12-29 06:20:04 main:581] : INFO : Epoch 1692 | loss: 0.0311421 | val_loss: 0.0311726 | Time: 6542.95 ms [2021-12-29 06:20:10 main:581] : INFO : Epoch 1693 | loss: 0.0311371 | val_loss: 0.0311762 | Time: 6719.26 ms [2021-12-29 06:20:17 main:581] : INFO : Epoch 1694 | loss: 0.0311375 | val_loss: 0.0311709 | Time: 6716.79 ms [2021-12-29 06:20:24 main:581] : INFO : Epoch 1695 | loss: 0.0311349 | val_loss: 0.0311689 | Time: 6723.99 ms [2021-12-29 06:20:30 main:581] : INFO : Epoch 1696 | loss: 0.0311358 | val_loss: 0.0311697 | Time: 6700.48 ms [2021-12-29 06:20:37 main:581] : INFO : Epoch 1697 | loss: 0.0311375 | val_loss: 0.0311774 | Time: 6697.97 ms [2021-12-29 06:20:44 main:581] : INFO : Epoch 1698 | loss: 0.0311346 | val_loss: 0.0311709 | Time: 6735.96 ms [2021-12-29 06:20:51 main:581] : INFO : Epoch 1699 | loss: 0.0311327 | val_loss: 0.0311764 | Time: 6728.49 ms [2021-12-29 06:20:57 main:581] : INFO : Epoch 1700 | loss: 0.0311306 | val_loss: 0.0311703 | Time: 6694.62 ms [2021-12-29 06:21:04 main:581] : INFO : Epoch 1701 | loss: 0.031128 | val_loss: 0.0311723 | Time: 6701.28 ms [2021-12-29 06:21:11 main:581] : INFO : Epoch 1702 | loss: 0.0311263 | val_loss: 0.0311728 | Time: 6722.66 ms [2021-12-29 06:21:17 main:581] : INFO : Epoch 1703 | loss: 0.031127 | val_loss: 0.0311676 | Time: 6704.76 ms [2021-12-29 06:21:24 main:581] : INFO : Epoch 1704 | loss: 0.0311268 | val_loss: 0.0311819 | Time: 6743.87 ms [2021-12-29 06:21:31 main:581] : INFO : Epoch 1705 | loss: 0.0311336 | val_loss: 0.0311701 | Time: 6721.05 ms [2021-12-29 06:21:38 main:581] : INFO : Epoch 1706 | loss: 0.0311303 | val_loss: 0.0311709 | Time: 6708.96 ms [2021-12-29 06:21:44 main:581] : INFO : Epoch 1707 | loss: 0.0311316 | val_loss: 0.0311708 | Time: 6688.03 ms [2021-12-29 06:21:51 main:581] : INFO : Epoch 1708 | loss: 0.0311297 | val_loss: 0.0311717 | Time: 6718.45 ms [2021-12-29 06:21:58 main:581] : INFO : Epoch 1709 | loss: 0.0311273 | val_loss: 0.0311674 | Time: 6743.36 ms [2021-12-29 06:22:05 main:581] : INFO : Epoch 1710 | loss: 0.0311279 | val_loss: 0.0311693 | Time: 6731.7 ms [2021-12-29 06:22:11 main:581] : INFO : Epoch 1711 | loss: 0.0311298 | val_loss: 0.0311671 | Time: 6720.72 ms [2021-12-29 06:22:18 main:581] : INFO : Epoch 1712 | loss: 0.0311343 | val_loss: 0.0311703 | Time: 6712.48 ms [2021-12-29 06:22:25 main:581] : INFO : Epoch 1713 | loss: 0.0311322 | val_loss: 0.0311665 | Time: 6710.33 ms [2021-12-29 06:22:31 main:581] : INFO : Epoch 1714 | loss: 0.0311303 | val_loss: 0.0311668 | Time: 6698.95 ms [2021-12-29 06:22:38 main:581] : INFO : Epoch 1715 | loss: 0.0311279 | val_loss: 0.0311668 | Time: 6704.7 ms [2021-12-29 06:22:45 main:581] : INFO : Epoch 1716 | loss: 0.0311271 | val_loss: 0.0311668 | Time: 6726.03 ms [2021-12-29 06:22:52 main:581] : INFO : Epoch 1717 | loss: 0.031126 | val_loss: 0.0311671 | Time: 6728.52 ms [2021-12-29 06:22:59 main:581] : INFO : Epoch 1718 | loss: 0.0311274 | val_loss: 0.0311689 | Time: 6745.21 ms [2021-12-29 06:23:05 main:581] : INFO : Epoch 1719 | loss: 0.0311294 | val_loss: 0.031168 | Time: 6720.76 ms [2021-12-29 06:23:12 main:581] : INFO : Epoch 1720 | loss: 0.0311277 | val_loss: 0.0311649 | Time: 6708.55 ms [2021-12-29 06:23:19 main:581] : INFO : Epoch 1721 | loss: 0.0311249 | val_loss: 0.0311699 | Time: 6741.18 ms [2021-12-29 06:23:26 main:581] : INFO : Epoch 1722 | loss: 0.0311258 | val_loss: 0.0311658 | Time: 6708.05 ms [2021-12-29 06:23:32 main:581] : INFO : Epoch 1723 | loss: 0.0311239 | val_loss: 0.0311679 | Time: 6703.24 ms [2021-12-29 06:23:39 main:581] : INFO : Epoch 1724 | loss: 0.0311318 | val_loss: 0.0311646 | Time: 6721.54 ms [2021-12-29 06:23:46 main:581] : INFO : Epoch 1725 | loss: 0.0311306 | val_loss: 0.031166 | Time: 6697.12 ms [2021-12-29 06:23:52 main:581] : INFO : Epoch 1726 | loss: 0.0311295 | val_loss: 0.0311653 | Time: 6727.27 ms [2021-12-29 06:23:59 main:581] : INFO : Epoch 1727 | loss: 0.0311296 | val_loss: 0.0311626 | Time: 6714.91 ms [2021-12-29 06:24:06 main:581] : INFO : Epoch 1728 | loss: 0.0311268 | val_loss: 0.0311676 | Time: 6737.13 ms [2021-12-29 06:24:13 main:581] : INFO : Epoch 1729 | loss: 0.0311238 | val_loss: 0.0311659 | Time: 6703.85 ms [2021-12-29 06:24:19 main:581] : INFO : Epoch 1730 | loss: 0.0311258 | val_loss: 0.0311683 | Time: 6692.36 ms [2021-12-29 06:24:26 main:581] : INFO : Epoch 1731 | loss: 0.0311258 | val_loss: 0.0311717 | Time: 6697.06 ms [2021-12-29 06:24:33 main:581] : INFO : Epoch 1732 | loss: 0.0311254 | val_loss: 0.0311612 | Time: 6720.82 ms [2021-12-29 06:24:39 main:581] : INFO : Epoch 1733 | loss: 0.0311275 | val_loss: 0.0311682 | Time: 6725.34 ms [2021-12-29 06:24:46 main:581] : INFO : Epoch 1734 | loss: 0.0311292 | val_loss: 0.031169 | Time: 6708.96 ms [2021-12-29 06:24:53 main:581] : INFO : Epoch 1735 | loss: 0.0311238 | val_loss: 0.031174 | Time: 6709.23 ms [2021-12-29 06:25:00 main:581] : INFO : Epoch 1736 | loss: 0.0311237 | val_loss: 0.0311663 | Time: 6728.51 ms [2021-12-29 06:25:06 main:581] : INFO : Epoch 1737 | loss: 0.0311215 | val_loss: 0.031175 | Time: 6744.89 ms [2021-12-29 06:25:13 main:581] : INFO : Epoch 1738 | loss: 0.0311235 | val_loss: 0.0311659 | Time: 6713.84 ms [2021-12-29 06:25:20 main:581] : INFO : Epoch 1739 | loss: 0.0311291 | val_loss: 0.0311688 | Time: 6715.65 ms [2021-12-29 06:25:27 main:581] : INFO : Epoch 1740 | loss: 0.0311306 | val_loss: 0.0311623 | Time: 6752 ms [2021-12-29 06:25:33 main:581] : INFO : Epoch 1741 | loss: 0.0311267 | val_loss: 0.0311651 | Time: 6711.67 ms [2021-12-29 06:25:40 main:581] : INFO : Epoch 1742 | loss: 0.0311272 | val_loss: 0.0311663 | Time: 6727.55 ms [2021-12-29 06:25:47 main:581] : INFO : Epoch 1743 | loss: 0.0311258 | val_loss: 0.03117 | Time: 6704.09 ms [2021-12-29 06:25:53 main:581] : INFO : Epoch 1744 | loss: 0.0311384 | val_loss: 0.0311658 | Time: 6704.25 ms [2021-12-29 06:26:00 main:581] : INFO : Epoch 1745 | loss: 0.0311389 | val_loss: 0.0311654 | Time: 6663.72 ms [2021-12-29 06:26:07 main:581] : INFO : Epoch 1746 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 6708.17 ms [2021-12-29 06:26:13 main:581] : INFO : Epoch 1747 | loss: 0.0311369 | val_loss: 0.0311659 | Time: 6679.31 ms [2021-12-29 06:26:20 main:581] : INFO : Epoch 1748 | loss: 0.0311352 | val_loss: 0.0311631 | Time: 6682.09 ms [2021-12-29 06:26:27 main:581] : INFO : Epoch 1749 | loss: 0.0311326 | val_loss: 0.0311717 | Time: 6698.97 ms [2021-12-29 06:26:34 main:581] : INFO : Epoch 1750 | loss: 0.0311337 | val_loss: 0.0311691 | Time: 6686.41 ms [2021-12-29 06:26:40 main:581] : INFO : Epoch 1751 | loss: 0.0311333 | val_loss: 0.0311638 | Time: 6690.12 ms [2021-12-29 06:26:47 main:581] : INFO : Epoch 1752 | loss: 0.0311322 | val_loss: 0.0311611 | Time: 6702.57 ms [2021-12-29 06:26:54 main:581] : INFO : Epoch 1753 | loss: 0.0311297 | val_loss: 0.0311691 | Time: 6714.27 ms [2021-12-29 06:27:00 main:581] : INFO : Epoch 1754 | loss: 0.0311261 | val_loss: 0.031165 | Time: 6731.29 ms [2021-12-29 06:27:07 main:581] : INFO : Epoch 1755 | loss: 0.0311323 | val_loss: 0.0311665 | Time: 6725.16 ms [2021-12-29 06:27:14 main:581] : INFO : Epoch 1756 | loss: 0.0311298 | val_loss: 0.0311644 | Time: 6709.43 ms [2021-12-29 06:27:21 main:581] : INFO : Epoch 1757 | loss: 0.0311244 | val_loss: 0.0311683 | Time: 6717.69 ms [2021-12-29 06:27:27 main:581] : INFO : Epoch 1758 | loss: 0.0311241 | val_loss: 0.0311638 | Time: 6682.37 ms [2021-12-29 06:27:34 main:581] : INFO : Epoch 1759 | loss: 0.031128 | val_loss: 0.0311612 | Time: 6671.66 ms [2021-12-29 06:27:41 main:581] : INFO : Epoch 1760 | loss: 0.0311265 | val_loss: 0.0311632 | Time: 6705.7 ms [2021-12-29 06:27:47 main:581] : INFO : Epoch 1761 | loss: 0.0311288 | val_loss: 0.0311624 | Time: 6671.22 ms [2021-12-29 06:27:54 main:581] : INFO : Epoch 1762 | loss: 0.0311317 | val_loss: 0.0311615 | Time: 6679.64 ms [2021-12-29 06:28:01 main:581] : INFO : Epoch 1763 | loss: 0.0311339 | val_loss: 0.031156 | Time: 6699.24 ms [2021-12-29 06:28:07 main:581] : INFO : Epoch 1764 | loss: 0.0311329 | val_loss: 0.0311585 | Time: 6718.55 ms [2021-12-29 06:28:14 main:581] : INFO : Epoch 1765 | loss: 0.0311347 | val_loss: 0.0311613 | Time: 6718.86 ms [2021-12-29 06:28:21 main:581] : INFO : Epoch 1766 | loss: 0.0311339 | val_loss: 0.0311603 | Time: 6728.93 ms [2021-12-29 06:28:28 main:581] : INFO : Epoch 1767 | loss: 0.03113 | val_loss: 0.0311912 | Time: 6726.07 ms [2021-12-29 06:28:34 main:581] : INFO : Epoch 1768 | loss: 0.0311492 | val_loss: 0.0312409 | Time: 6737.15 ms [2021-12-29 06:28:41 main:581] : INFO : Epoch 1769 | loss: 0.0311596 | val_loss: 0.0311639 | Time: 6713.07 ms [2021-12-29 06:28:47 main:581] : INFO : Epoch 1770 | loss: 0.0311319 | val_loss: 0.0311655 | Time: 6430.27 ms [2021-12-29 06:28:54 main:581] : INFO : Epoch 1771 | loss: 0.0311274 | val_loss: 0.0311584 | Time: 6709.79 ms [2021-12-29 06:29:01 main:581] : INFO : Epoch 1772 | loss: 0.0311229 | val_loss: 0.0311664 | Time: 6755.79 ms [2021-12-29 06:29:08 main:581] : INFO : Epoch 1773 | loss: 0.0311232 | val_loss: 0.031161 | Time: 6731.72 ms [2021-12-29 06:29:14 main:581] : INFO : Epoch 1774 | loss: 0.031123 | val_loss: 0.0311632 | Time: 6700.53 ms [2021-12-29 06:29:21 main:581] : INFO : Epoch 1775 | loss: 0.031122 | val_loss: 0.0311614 | Time: 6736.96 ms [2021-12-29 06:29:28 main:581] : INFO : Epoch 1776 | loss: 0.0311214 | val_loss: 0.0311584 | Time: 6706.62 ms [2021-12-29 06:29:34 main:581] : INFO : Epoch 1777 | loss: 0.0311194 | val_loss: 0.0311701 | Time: 6716.1 ms [2021-12-29 06:29:41 main:581] : INFO : Epoch 1778 | loss: 0.0311213 | val_loss: 0.0311631 | Time: 6724.17 ms [2021-12-29 06:29:48 main:581] : INFO : Epoch 1779 | loss: 0.0311202 | val_loss: 0.0311627 | Time: 6727.24 ms [2021-12-29 06:29:55 main:581] : INFO : Epoch 1780 | loss: 0.0311174 | val_loss: 0.031166 | Time: 6702.76 ms [2021-12-29 06:30:01 main:581] : INFO : Epoch 1781 | loss: 0.0311257 | val_loss: 0.0311675 | Time: 6656.81 ms [2021-12-29 06:30:08 main:581] : INFO : Epoch 1782 | loss: 0.0311265 | val_loss: 0.0311658 | Time: 6744.8 ms [2021-12-29 06:30:15 main:581] : INFO : Epoch 1783 | loss: 0.0311261 | val_loss: 0.0311684 | Time: 6641.99 ms [2021-12-29 06:30:21 main:581] : INFO : Epoch 1784 | loss: 0.0311229 | val_loss: 0.031161 | Time: 6713.6 ms [2021-12-29 06:30:28 main:581] : INFO : Epoch 1785 | loss: 0.0311231 | val_loss: 0.031166 | Time: 6684.32 ms [2021-12-29 06:30:35 main:581] : INFO : Epoch 1786 | loss: 0.0311186 | val_loss: 0.0311673 | Time: 6700.82 ms [2021-12-29 06:30:41 main:581] : INFO : Epoch 1787 | loss: 0.0311177 | val_loss: 0.0311629 | Time: 6668.13 ms [2021-12-29 06:30:48 main:581] : INFO : Epoch 1788 | loss: 0.0311178 | val_loss: 0.0311692 | Time: 6690 ms [2021-12-29 06:30:55 main:581] : INFO : Epoch 1789 | loss: 0.031118 | val_loss: 0.0311614 | Time: 6675.68 ms [2021-12-29 06:31:02 main:581] : INFO : Epoch 1790 | loss: 0.0311208 | val_loss: 0.0311621 | Time: 6707.09 ms [2021-12-29 06:31:08 main:581] : INFO : Epoch 1791 | loss: 0.0311221 | val_loss: 0.0311606 | Time: 6681.66 ms [2021-12-29 06:31:15 main:581] : INFO : Epoch 1792 | loss: 0.0311206 | val_loss: 0.0311662 | Time: 6709.28 ms [2021-12-29 06:31:22 main:581] : INFO : Epoch 1793 | loss: 0.0311227 | val_loss: 0.0311632 | Time: 6709.82 ms [2021-12-29 06:31:28 main:581] : INFO : Epoch 1794 | loss: 0.0311206 | val_loss: 0.0311727 | Time: 6710.54 ms [2021-12-29 06:31:35 main:581] : INFO : Epoch 1795 | loss: 0.0311205 | val_loss: 0.0311718 | Time: 6671.33 ms [2021-12-29 06:31:42 main:581] : INFO : Epoch 1796 | loss: 0.0311283 | val_loss: 0.0311644 | Time: 6701.36 ms [2021-12-29 06:31:48 main:581] : INFO : Epoch 1797 | loss: 0.0311253 | val_loss: 0.0311726 | Time: 6714.05 ms [2021-12-29 06:31:55 main:581] : INFO : Epoch 1798 | loss: 0.0311237 | val_loss: 0.0311706 | Time: 6699.6 ms [2021-12-29 06:32:02 main:581] : INFO : Epoch 1799 | loss: 0.0311257 | val_loss: 0.0311726 | Time: 6683.59 ms [2021-12-29 06:32:09 main:581] : INFO : Epoch 1800 | loss: 0.0311218 | val_loss: 0.031165 | Time: 6694.15 ms [2021-12-29 06:32:15 main:581] : INFO : Epoch 1801 | loss: 0.0311232 | val_loss: 0.0311677 | Time: 6709.71 ms [2021-12-29 06:32:22 main:581] : INFO : Epoch 1802 | loss: 0.0311214 | val_loss: 0.0311614 | Time: 6716.1 ms [2021-12-29 06:32:29 main:581] : INFO : Epoch 1803 | loss: 0.0311192 | val_loss: 0.031168 | Time: 6714.14 ms [2021-12-29 06:32:35 main:581] : INFO : Epoch 1804 | loss: 0.0311218 | val_loss: 0.0311629 | Time: 6712.02 ms [2021-12-29 06:32:42 main:581] : INFO : Epoch 1805 | loss: 0.0311192 | val_loss: 0.0311671 | Time: 6685.81 ms [2021-12-29 06:32:49 main:581] : INFO : Epoch 1806 | loss: 0.0311182 | val_loss: 0.0311633 | Time: 6696.88 ms [2021-12-29 06:32:55 main:581] : INFO : Epoch 1807 | loss: 0.0311175 | val_loss: 0.0311676 | Time: 6673.13 ms [2021-12-29 06:33:02 main:581] : INFO : Epoch 1808 | loss: 0.0311174 | val_loss: 0.031168 | Time: 6678.5 ms [2021-12-29 06:33:09 main:581] : INFO : Epoch 1809 | loss: 0.0311178 | val_loss: 0.0311612 | Time: 6686.79 ms [2021-12-29 06:33:16 main:581] : INFO : Epoch 1810 | loss: 0.0311167 | val_loss: 0.0311655 | Time: 6695.86 ms [2021-12-29 06:33:22 main:581] : INFO : Epoch 1811 | loss: 0.0311167 | val_loss: 0.0311655 | Time: 6692.55 ms [2021-12-29 06:33:29 main:581] : INFO : Epoch 1812 | loss: 0.031119 | val_loss: 0.0311688 | Time: 6719.54 ms [2021-12-29 06:33:36 main:581] : INFO : Epoch 1813 | loss: 0.0311205 | val_loss: 0.0311617 | Time: 6633.41 ms [2021-12-29 06:33:42 main:581] : INFO : Epoch 1814 | loss: 0.0311161 | val_loss: 0.0311676 | Time: 6694.6 ms [2021-12-29 06:33:49 main:581] : INFO : Epoch 1815 | loss: 0.0311162 | val_loss: 0.0311657 | Time: 6666.43 ms [2021-12-29 06:33:56 main:581] : INFO : Epoch 1816 | loss: 0.0311146 | val_loss: 0.031173 | Time: 6707.97 ms [2021-12-29 06:34:02 main:581] : INFO : Epoch 1817 | loss: 0.0311273 | val_loss: 0.0311641 | Time: 6668.93 ms [2021-12-29 06:34:09 main:581] : INFO : Epoch 1818 | loss: 0.0311263 | val_loss: 0.0311683 | Time: 6685.22 ms [2021-12-29 06:34:16 main:581] : INFO : Epoch 1819 | loss: 0.0311208 | val_loss: 0.0311631 | Time: 6697.86 ms [2021-12-29 06:34:22 main:581] : INFO : Epoch 1820 | loss: 0.0311231 | val_loss: 0.0311666 | Time: 6707.74 ms [2021-12-29 06:34:29 main:581] : INFO : Epoch 1821 | loss: 0.0311211 | val_loss: 0.0311663 | Time: 6700.39 ms [2021-12-29 06:34:36 main:581] : INFO : Epoch 1822 | loss: 0.0311206 | val_loss: 0.0311769 | Time: 6701.29 ms [2021-12-29 06:34:43 main:581] : INFO : Epoch 1823 | loss: 0.0311194 | val_loss: 0.0311664 | Time: 6698.82 ms [2021-12-29 06:34:49 main:581] : INFO : Epoch 1824 | loss: 0.031117 | val_loss: 0.0311655 | Time: 6675.54 ms [2021-12-29 06:34:56 main:581] : INFO : Epoch 1825 | loss: 0.0311137 | val_loss: 0.0311715 | Time: 6714.68 ms [2021-12-29 06:35:03 main:581] : INFO : Epoch 1826 | loss: 0.0311151 | val_loss: 0.031166 | Time: 6683.53 ms [2021-12-29 06:35:09 main:581] : INFO : Epoch 1827 | loss: 0.031115 | val_loss: 0.0311715 | Time: 6707.94 ms [2021-12-29 06:35:16 main:581] : INFO : Epoch 1828 | loss: 0.0311176 | val_loss: 0.0311726 | Time: 6677.37 ms [2021-12-29 06:35:23 main:581] : INFO : Epoch 1829 | loss: 0.0311156 | val_loss: 0.0311636 | Time: 6698.06 ms [2021-12-29 06:35:29 main:581] : INFO : Epoch 1830 | loss: 0.0311182 | val_loss: 0.0311662 | Time: 6698.83 ms [2021-12-29 06:35:36 main:581] : INFO : Epoch 1831 | loss: 0.0311132 | val_loss: 0.0311718 | Time: 6681.72 ms [2021-12-29 06:35:43 main:581] : INFO : Epoch 1832 | loss: 0.0311149 | val_loss: 0.0311685 | Time: 6712.4 ms [2021-12-29 06:35:49 main:581] : INFO : Epoch 1833 | loss: 0.0311166 | val_loss: 0.0311741 | Time: 6669.67 ms [2021-12-29 06:35:56 main:581] : INFO : Epoch 1834 | loss: 0.0311196 | val_loss: 0.0311673 | Time: 6699.97 ms [2021-12-29 06:36:03 main:581] : INFO : Epoch 1835 | loss: 0.0311204 | val_loss: 0.0311678 | Time: 6746.1 ms [2021-12-29 06:36:10 main:581] : INFO : Epoch 1836 | loss: 0.03112 | val_loss: 0.0311634 | Time: 6717.39 ms [2021-12-29 06:36:16 main:581] : INFO : Epoch 1837 | loss: 0.031123 | val_loss: 0.0311743 | Time: 6700.37 ms [2021-12-29 06:36:23 main:581] : INFO : Epoch 1838 | loss: 0.0311216 | val_loss: 0.031164 | Time: 6715.52 ms [2021-12-29 06:36:30 main:581] : INFO : Epoch 1839 | loss: 0.0311169 | val_loss: 0.0311715 | Time: 6733.88 ms [2021-12-29 06:36:37 main:581] : INFO : Epoch 1840 | loss: 0.0311136 | val_loss: 0.0311711 | Time: 6713.49 ms [2021-12-29 06:36:43 main:581] : INFO : Epoch 1841 | loss: 0.0311133 | val_loss: 0.0311717 | Time: 6700.13 ms [2021-12-29 06:36:50 main:581] : INFO : Epoch 1842 | loss: 0.0311171 | val_loss: 0.0311695 | Time: 6725.89 ms [2021-12-29 06:36:57 main:581] : INFO : Epoch 1843 | loss: 0.0311203 | val_loss: 0.0311704 | Time: 6720.05 ms [2021-12-29 06:37:03 main:581] : INFO : Epoch 1844 | loss: 0.0311214 | val_loss: 0.0311688 | Time: 6692.53 ms [2021-12-29 06:37:10 main:581] : INFO : Epoch 1845 | loss: 0.031126 | val_loss: 0.0311755 | Time: 6666.58 ms [2021-12-29 06:37:17 main:581] : INFO : Epoch 1846 | loss: 0.0311308 | val_loss: 0.0311762 | Time: 6669.21 ms [2021-12-29 06:37:23 main:581] : INFO : Epoch 1847 | loss: 0.0311411 | val_loss: 0.0311786 | Time: 6733.65 ms [2021-12-29 06:37:30 main:581] : INFO : Epoch 1848 | loss: 0.0311708 | val_loss: 0.0311675 | Time: 6705.25 ms [2021-12-29 06:37:37 main:581] : INFO : Epoch 1849 | loss: 0.0311608 | val_loss: 0.031165 | Time: 6724.22 ms [2021-12-29 06:37:44 main:581] : INFO : Epoch 1850 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 6688.1 ms [2021-12-29 06:37:50 main:581] : INFO : Epoch 1851 | loss: 0.0311507 | val_loss: 0.0311674 | Time: 6685.19 ms [2021-12-29 06:37:57 main:581] : INFO : Epoch 1852 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 6687.05 ms [2021-12-29 06:38:04 main:581] : INFO : Epoch 1853 | loss: 0.0311425 | val_loss: 0.0311685 | Time: 6680.15 ms [2021-12-29 06:38:10 main:581] : INFO : Epoch 1854 | loss: 0.0311431 | val_loss: 0.0311683 | Time: 6672.39 ms [2021-12-29 06:38:17 main:581] : INFO : Epoch 1855 | loss: 0.0311403 | val_loss: 0.0311643 | Time: 6695.25 ms [2021-12-29 06:38:24 main:581] : INFO : Epoch 1856 | loss: 0.031137 | val_loss: 0.0311669 | Time: 6695.65 ms [2021-12-29 06:38:30 main:581] : INFO : Epoch 1857 | loss: 0.0311352 | val_loss: 0.0311638 | Time: 6685.03 ms [2021-12-29 06:38:37 main:581] : INFO : Epoch 1858 | loss: 0.0311328 | val_loss: 0.0311696 | Time: 6669.84 ms [2021-12-29 06:38:44 main:581] : INFO : Epoch 1859 | loss: 0.0311336 | val_loss: 0.0311647 | Time: 6702.52 ms [2021-12-29 06:38:50 main:581] : INFO : Epoch 1860 | loss: 0.0311349 | val_loss: 0.0311646 | Time: 6674.03 ms [2021-12-29 06:38:57 main:581] : INFO : Epoch 1861 | loss: 0.0311305 | val_loss: 0.0311656 | Time: 6701.01 ms [2021-12-29 06:39:04 main:581] : INFO : Epoch 1862 | loss: 0.0311314 | val_loss: 0.0311688 | Time: 6704.2 ms [2021-12-29 06:39:11 main:581] : INFO : Epoch 1863 | loss: 0.0311336 | val_loss: 0.0311646 | Time: 6658.8 ms [2021-12-29 06:39:17 main:581] : INFO : Epoch 1864 | loss: 0.0311602 | val_loss: 0.0311592 | Time: 6707.39 ms [2021-12-29 06:39:24 main:581] : INFO : Epoch 1865 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 6703.69 ms [2021-12-29 06:39:31 main:581] : INFO : Epoch 1866 | loss: 0.0311506 | val_loss: 0.0311628 | Time: 6682.35 ms [2021-12-29 06:39:37 main:581] : INFO : Epoch 1867 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 6652.77 ms [2021-12-29 06:39:44 main:581] : INFO : Epoch 1868 | loss: 0.031148 | val_loss: 0.0311575 | Time: 6677.87 ms [2021-12-29 06:39:51 main:581] : INFO : Epoch 1869 | loss: 0.0311462 | val_loss: 0.0311559 | Time: 6691.73 ms [2021-12-29 06:39:57 main:581] : INFO : Epoch 1870 | loss: 0.0311451 | val_loss: 0.0311565 | Time: 6727.62 ms [2021-12-29 06:40:04 main:581] : INFO : Epoch 1871 | loss: 0.0311413 | val_loss: 0.0311568 | Time: 6616.45 ms [2021-12-29 06:40:11 main:581] : INFO : Epoch 1872 | loss: 0.0311398 | val_loss: 0.0311617 | Time: 6696.96 ms [2021-12-29 06:40:17 main:581] : INFO : Epoch 1873 | loss: 0.0311417 | val_loss: 0.0311616 | Time: 6669.16 ms [2021-12-29 06:40:24 main:581] : INFO : Epoch 1874 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 6693.8 ms [2021-12-29 06:40:31 main:581] : INFO : Epoch 1875 | loss: 0.031137 | val_loss: 0.0311687 | Time: 6680.62 ms [2021-12-29 06:40:37 main:581] : INFO : Epoch 1876 | loss: 0.0311381 | val_loss: 0.0311576 | Time: 6662.12 ms [2021-12-29 06:40:44 main:581] : INFO : Epoch 1877 | loss: 0.031136 | val_loss: 0.0311606 | Time: 6661.09 ms [2021-12-29 06:40:51 main:581] : INFO : Epoch 1878 | loss: 0.0311383 | val_loss: 0.0311596 | Time: 6684.64 ms [2021-12-29 06:40:57 main:581] : INFO : Epoch 1879 | loss: 0.0311356 | val_loss: 0.031154 | Time: 6676.02 ms [2021-12-29 06:41:04 main:581] : INFO : Epoch 1880 | loss: 0.0311342 | val_loss: 0.0311591 | Time: 6702.36 ms [2021-12-29 06:41:11 main:581] : INFO : Epoch 1881 | loss: 0.0311359 | val_loss: 0.0311537 | Time: 6672.72 ms [2021-12-29 06:41:17 main:581] : INFO : Epoch 1882 | loss: 0.0311326 | val_loss: 0.0311608 | Time: 6679.73 ms [2021-12-29 06:41:24 main:581] : INFO : Epoch 1883 | loss: 0.0311324 | val_loss: 0.0311558 | Time: 6693.16 ms [2021-12-29 06:41:31 main:581] : INFO : Epoch 1884 | loss: 0.0311311 | val_loss: 0.0311557 | Time: 6700.81 ms [2021-12-29 06:41:38 main:581] : INFO : Epoch 1885 | loss: 0.0311282 | val_loss: 0.0311609 | Time: 6620.48 ms [2021-12-29 06:41:44 main:581] : INFO : Epoch 1886 | loss: 0.0311267 | val_loss: 0.0311594 | Time: 6716.47 ms [2021-12-29 06:41:51 main:581] : INFO : Epoch 1887 | loss: 0.0311266 | val_loss: 0.0311593 | Time: 6687.77 ms [2021-12-29 06:41:58 main:581] : INFO : Epoch 1888 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 6704.51 ms [2021-12-29 06:42:04 main:581] : INFO : Epoch 1889 | loss: 0.0311276 | val_loss: 0.0311611 | Time: 6707.29 ms [2021-12-29 06:42:11 main:581] : INFO : Epoch 1890 | loss: 0.0311303 | val_loss: 0.0311607 | Time: 6710.89 ms [2021-12-29 06:42:18 main:581] : INFO : Epoch 1891 | loss: 0.0311269 | val_loss: 0.0311591 | Time: 6695.63 ms [2021-12-29 06:42:25 main:581] : INFO : Epoch 1892 | loss: 0.0311322 | val_loss: 0.0311628 | Time: 6914.91 ms [2021-12-29 06:42:32 main:581] : INFO : Epoch 1893 | loss: 0.0311348 | val_loss: 0.0311613 | Time: 7010.48 ms [2021-12-29 06:42:39 main:581] : INFO : Epoch 1894 | loss: 0.0311341 | val_loss: 0.03116 | Time: 7000.95 ms [2021-12-29 06:42:45 main:581] : INFO : Epoch 1895 | loss: 0.0311408 | val_loss: 0.0311641 | Time: 6773.39 ms [2021-12-29 06:42:52 main:581] : INFO : Epoch 1896 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 6722.74 ms [2021-12-29 06:42:59 main:581] : INFO : Epoch 1897 | loss: 0.0311593 | val_loss: 0.031163 | Time: 6709.09 ms [2021-12-29 06:43:06 main:581] : INFO : Epoch 1898 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 6706.36 ms [2021-12-29 06:43:12 main:581] : INFO : Epoch 1899 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 6717.71 ms [2021-12-29 06:43:19 main:581] : INFO : Epoch 1900 | loss: 0.0311497 | val_loss: 0.0311597 | Time: 6694.98 ms [2021-12-29 06:43:26 main:581] : INFO : Epoch 1901 | loss: 0.0311465 | val_loss: 0.031162 | Time: 6702.75 ms [2021-12-29 06:43:32 main:581] : INFO : Epoch 1902 | loss: 0.0311478 | val_loss: 0.0311673 | Time: 6726.26 ms [2021-12-29 06:43:39 main:581] : INFO : Epoch 1903 | loss: 0.0311496 | val_loss: 0.0311659 | Time: 6682.94 ms [2021-12-29 06:43:46 main:581] : INFO : Epoch 1904 | loss: 0.0311462 | val_loss: 0.0311659 | Time: 6726.81 ms [2021-12-29 06:43:53 main:581] : INFO : Epoch 1905 | loss: 0.031143 | val_loss: 0.0311588 | Time: 6709.25 ms [2021-12-29 06:43:59 main:581] : INFO : Epoch 1906 | loss: 0.031141 | val_loss: 0.0311629 | Time: 6729.45 ms [2021-12-29 06:44:06 main:581] : INFO : Epoch 1907 | loss: 0.0311405 | val_loss: 0.0311622 | Time: 6688.87 ms [2021-12-29 06:44:13 main:581] : INFO : Epoch 1908 | loss: 0.0311412 | val_loss: 0.0311615 | Time: 6711.16 ms [2021-12-29 06:44:19 main:581] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311591 | Time: 6724.09 ms [2021-12-29 06:44:26 main:581] : INFO : Epoch 1910 | loss: 0.0311354 | val_loss: 0.0311596 | Time: 6709.85 ms [2021-12-29 06:44:33 main:581] : INFO : Epoch 1911 | loss: 0.0311344 | val_loss: 0.0311598 | Time: 6717.77 ms [2021-12-29 06:44:40 main:581] : INFO : Epoch 1912 | loss: 0.0311354 | val_loss: 0.0311598 | Time: 6704.45 ms [2021-12-29 06:44:46 main:581] : INFO : Epoch 1913 | loss: 0.031137 | val_loss: 0.0311642 | Time: 6691.1 ms [2021-12-29 06:44:53 main:581] : INFO : Epoch 1914 | loss: 0.0311372 | val_loss: 0.0311652 | Time: 6689.83 ms [2021-12-29 06:45:00 main:581] : INFO : Epoch 1915 | loss: 0.0311393 | val_loss: 0.0311675 | Time: 6706.23 ms [2021-12-29 06:45:06 main:581] : INFO : Epoch 1916 | loss: 0.0311429 | val_loss: 0.0311591 | Time: 6689.48 ms [2021-12-29 06:45:13 main:581] : INFO : Epoch 1917 | loss: 0.031141 | val_loss: 0.0311598 | Time: 6703.69 ms [2021-12-29 06:45:20 main:581] : INFO : Epoch 1918 | loss: 0.0311366 | val_loss: 0.0311684 | Time: 6715.09 ms [2021-12-29 06:45:27 main:581] : INFO : Epoch 1919 | loss: 0.0311375 | val_loss: 0.0311622 | Time: 6717.98 ms [2021-12-29 06:45:33 main:581] : INFO : Epoch 1920 | loss: 0.031135 | val_loss: 0.0311608 | Time: 6685.35 ms [2021-12-29 06:45:40 main:581] : INFO : Epoch 1921 | loss: 0.0311332 | val_loss: 0.0311612 | Time: 6726.51 ms [2021-12-29 06:45:47 main:581] : INFO : Epoch 1922 | loss: 0.0311316 | val_loss: 0.0311614 | Time: 6706.74 ms [2021-12-29 06:45:53 main:581] : INFO : Epoch 1923 | loss: 0.0311288 | val_loss: 0.0311627 | Time: 6699.69 ms [2021-12-29 06:46:00 main:581] : INFO : Epoch 1924 | loss: 0.0311295 | val_loss: 0.0311635 | Time: 6725.11 ms [2021-12-29 06:46:07 main:581] : INFO : Epoch 1925 | loss: 0.0311292 | val_loss: 0.0311652 | Time: 6701.7 ms [2021-12-29 06:46:14 main:581] : INFO : Epoch 1926 | loss: 0.0311285 | val_loss: 0.0311637 | Time: 6729.55 ms [2021-12-29 06:46:20 main:581] : INFO : Epoch 1927 | loss: 0.0311348 | val_loss: 0.0311608 | Time: 6728.03 ms [2021-12-29 06:46:27 main:581] : INFO : Epoch 1928 | loss: 0.0311404 | val_loss: 0.0311581 | Time: 6690.17 ms [2021-12-29 06:46:34 main:581] : INFO : Epoch 1929 | loss: 0.0311375 | val_loss: 0.0311591 | Time: 6705.43 ms [2021-12-29 06:46:40 main:581] : INFO : Epoch 1930 | loss: 0.0311385 | val_loss: 0.0311609 | Time: 6692.99 ms [2021-12-29 06:46:47 main:581] : INFO : Epoch 1931 | loss: 0.0311423 | val_loss: 0.0311618 | Time: 6742.81 ms [2021-12-29 06:46:54 main:581] : INFO : Epoch 1932 | loss: 0.0311477 | val_loss: 0.0311559 | Time: 6704.17 ms [2021-12-29 06:47:00 main:581] : INFO : Epoch 1933 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 6689.36 ms [2021-12-29 06:47:07 main:581] : INFO : Epoch 1934 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 6728.93 ms [2021-12-29 06:47:14 main:581] : INFO : Epoch 1935 | loss: 0.0311468 | val_loss: 0.031162 | Time: 6736.49 ms [2021-12-29 06:47:21 main:581] : INFO : Epoch 1936 | loss: 0.031141 | val_loss: 0.0311631 | Time: 6707.13 ms [2021-12-29 06:47:27 main:581] : INFO : Epoch 1937 | loss: 0.0311386 | val_loss: 0.0311629 | Time: 6683.34 ms [2021-12-29 06:47:34 main:581] : INFO : Epoch 1938 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 6724.62 ms [2021-12-29 06:47:41 main:581] : INFO : Epoch 1939 | loss: 0.0311361 | val_loss: 0.0311623 | Time: 6736.71 ms [2021-12-29 06:47:48 main:581] : INFO : Epoch 1940 | loss: 0.0311344 | val_loss: 0.0311622 | Time: 6712.3 ms [2021-12-29 06:47:54 main:581] : INFO : Epoch 1941 | loss: 0.0311523 | val_loss: 0.0311591 | Time: 6723.34 ms [2021-12-29 06:48:01 main:581] : INFO : Epoch 1942 | loss: 0.0311511 | val_loss: 0.0311583 | Time: 6718.01 ms [2021-12-29 06:48:08 main:581] : INFO : Epoch 1943 | loss: 0.0311464 | val_loss: 0.0311572 | Time: 6721.53 ms [2021-12-29 06:48:14 main:581] : INFO : Epoch 1944 | loss: 0.0311451 | val_loss: 0.0311583 | Time: 6702.47 ms [2021-12-29 06:48:21 main:581] : INFO : Epoch 1945 | loss: 0.0311416 | val_loss: 0.0311572 | Time: 6716.52 ms [2021-12-29 06:48:28 main:581] : INFO : Epoch 1946 | loss: 0.031138 | val_loss: 0.0311568 | Time: 6707.48 ms [2021-12-29 06:48:35 main:581] : INFO : Epoch 1947 | loss: 0.031136 | val_loss: 0.0311583 | Time: 6692.08 ms [2021-12-29 06:48:41 main:581] : INFO : Epoch 1948 | loss: 0.0311351 | val_loss: 0.0311605 | Time: 6734.54 ms [2021-12-29 06:48:48 main:581] : INFO : Epoch 1949 | loss: 0.0311331 | val_loss: 0.0311611 | Time: 6680.28 ms [2021-12-29 06:48:55 main:581] : INFO : Epoch 1950 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 6654.64 ms [2021-12-29 06:49:01 main:581] : INFO : Epoch 1951 | loss: 0.0311299 | val_loss: 0.0311638 | Time: 6691.14 ms [2021-12-29 06:49:08 main:581] : INFO : Epoch 1952 | loss: 0.0311298 | val_loss: 0.0311594 | Time: 6730.69 ms [2021-12-29 06:49:15 main:581] : INFO : Epoch 1953 | loss: 0.0311318 | val_loss: 0.0311605 | Time: 6745.59 ms [2021-12-29 06:49:21 main:581] : INFO : Epoch 1954 | loss: 0.0311298 | val_loss: 0.0311684 | Time: 6741.47 ms [2021-12-29 06:49:28 main:581] : INFO : Epoch 1955 | loss: 0.031128 | val_loss: 0.0311604 | Time: 6751.51 ms [2021-12-29 06:49:35 main:581] : INFO : Epoch 1956 | loss: 0.0311288 | val_loss: 0.0311633 | Time: 6720.26 ms [2021-12-29 06:49:42 main:581] : INFO : Epoch 1957 | loss: 0.0311278 | val_loss: 0.0311648 | Time: 6747.26 ms [2021-12-29 06:49:48 main:581] : INFO : Epoch 1958 | loss: 0.031127 | val_loss: 0.0311607 | Time: 6743.23 ms [2021-12-29 06:49:55 main:581] : INFO : Epoch 1959 | loss: 0.0311265 | val_loss: 0.031164 | Time: 6746.54 ms [2021-12-29 06:50:02 main:581] : INFO : Epoch 1960 | loss: 0.0311274 | val_loss: 0.0311632 | Time: 6683.68 ms [2021-12-29 06:50:08 main:581] : INFO : Epoch 1961 | loss: 0.0311257 | val_loss: 0.0311663 | Time: 6449.23 ms [2021-12-29 06:50:15 main:581] : INFO : Epoch 1962 | loss: 0.0311305 | val_loss: 0.0311622 | Time: 6481.25 ms [2021-12-29 06:50:21 main:581] : INFO : Epoch 1963 | loss: 0.0311273 | val_loss: 0.0311637 | Time: 6455.49 ms [2021-12-29 06:50:28 main:581] : INFO : Epoch 1964 | loss: 0.0311266 | val_loss: 0.0311678 | Time: 6571.13 ms [2021-12-29 06:50:35 main:581] : INFO : Epoch 1965 | loss: 0.0311236 | val_loss: 0.0311676 | Time: 6638.96 ms [2021-12-29 06:50:41 main:581] : INFO : Epoch 1966 | loss: 0.0311234 | val_loss: 0.0311691 | Time: 6666.91 ms [2021-12-29 06:50:48 main:581] : INFO : Epoch 1967 | loss: 0.0311237 | val_loss: 0.031173 | Time: 6702.99 ms [2021-12-29 06:50:55 main:581] : INFO : Epoch 1968 | loss: 0.0311278 | val_loss: 0.0311677 | Time: 6681.95 ms [2021-12-29 06:51:01 main:581] : INFO : Epoch 1969 | loss: 0.0311296 | val_loss: 0.0311652 | Time: 6722.3 ms [2021-12-29 06:51:08 main:581] : INFO : Epoch 1970 | loss: 0.0311265 | val_loss: 0.031168 | Time: 6695.86 ms [2021-12-29 06:51:15 main:581] : INFO : Epoch 1971 | loss: 0.0311248 | val_loss: 0.0311667 | Time: 6645.64 ms [2021-12-29 06:51:21 main:581] : INFO : Epoch 1972 | loss: 0.0311249 | val_loss: 0.0311629 | Time: 6717.78 ms [2021-12-29 06:51:28 main:581] : INFO : Epoch 1973 | loss: 0.0311228 | val_loss: 0.0311652 | Time: 6683.29 ms [2021-12-29 06:51:35 main:581] : INFO : Epoch 1974 | loss: 0.0311234 | val_loss: 0.031167 | Time: 6690.39 ms [2021-12-29 06:51:41 main:581] : INFO : Epoch 1975 | loss: 0.0311271 | val_loss: 0.0311678 | Time: 6708.62 ms [2021-12-29 06:51:48 main:581] : INFO : Epoch 1976 | loss: 0.0311258 | val_loss: 0.0311677 | Time: 6687 ms [2021-12-29 06:51:55 main:581] : INFO : Epoch 1977 | loss: 0.0311215 | val_loss: 0.0311667 | Time: 6716.2 ms [2021-12-29 06:52:02 main:581] : INFO : Epoch 1978 | loss: 0.0311197 | val_loss: 0.0311636 | Time: 6697.71 ms [2021-12-29 06:52:08 main:581] : INFO : Epoch 1979 | loss: 0.0311257 | val_loss: 0.0311679 | Time: 6684.56 ms [2021-12-29 06:52:15 main:581] : INFO : Epoch 1980 | loss: 0.0311284 | val_loss: 0.0311629 | Time: 6673.77 ms [2021-12-29 06:52:22 main:581] : INFO : Epoch 1981 | loss: 0.0311295 | val_loss: 0.0311631 | Time: 6688.68 ms [2021-12-29 06:52:28 main:581] : INFO : Epoch 1982 | loss: 0.0311276 | val_loss: 0.0311674 | Time: 6666.24 ms [2021-12-29 06:52:35 main:581] : INFO : Epoch 1983 | loss: 0.0311246 | val_loss: 0.0311615 | Time: 6687.99 ms [2021-12-29 06:52:42 main:581] : INFO : Epoch 1984 | loss: 0.0311227 | val_loss: 0.0311657 | Time: 6683.02 ms [2021-12-29 06:52:48 main:581] : INFO : Epoch 1985 | loss: 0.0311215 | val_loss: 0.0311625 | Time: 6691.77 ms [2021-12-29 06:52:55 main:581] : INFO : Epoch 1986 | loss: 0.0311241 | val_loss: 0.0311655 | Time: 6684.5 ms [2021-12-29 06:53:02 main:581] : INFO : Epoch 1987 | loss: 0.031127 | val_loss: 0.0311641 | Time: 6703.24 ms [2021-12-29 06:53:08 main:581] : INFO : Epoch 1988 | loss: 0.0311262 | val_loss: 0.0311726 | Time: 6691.41 ms [2021-12-29 06:53:15 main:581] : INFO : Epoch 1989 | loss: 0.031127 | val_loss: 0.0311627 | Time: 6689.77 ms [2021-12-29 06:53:22 main:581] : INFO : Epoch 1990 | loss: 0.0311293 | val_loss: 0.0311628 | Time: 6718.32 ms [2021-12-29 06:53:29 main:581] : INFO : Epoch 1991 | loss: 0.0311319 | val_loss: 0.0311668 | Time: 6711.5 ms [2021-12-29 06:53:35 main:581] : INFO : Epoch 1992 | loss: 0.0311287 | val_loss: 0.0311607 | Time: 6728.71 ms [2021-12-29 06:53:42 main:581] : INFO : Epoch 1993 | loss: 0.0311271 | val_loss: 0.0311604 | Time: 6699.85 ms [2021-12-29 06:53:49 main:581] : INFO : Epoch 1994 | loss: 0.031124 | val_loss: 0.0311674 | Time: 6708.57 ms [2021-12-29 06:53:55 main:581] : INFO : Epoch 1995 | loss: 0.0311333 | val_loss: 0.0311576 | Time: 6731.92 ms [2021-12-29 06:54:02 main:581] : INFO : Epoch 1996 | loss: 0.0311357 | val_loss: 0.0311571 | Time: 6722.11 ms [2021-12-29 06:54:09 main:581] : INFO : Epoch 1997 | loss: 0.031136 | val_loss: 0.0311612 | Time: 6734.48 ms [2021-12-29 06:54:16 main:581] : INFO : Epoch 1998 | loss: 0.0311324 | val_loss: 0.0311581 | Time: 6711.2 ms [2021-12-29 06:54:22 main:581] : INFO : Epoch 1999 | loss: 0.0311316 | val_loss: 0.0311605 | Time: 6703.77 ms [2021-12-29 06:54:29 main:581] : INFO : Epoch 2000 | loss: 0.031137 | val_loss: 0.0311595 | Time: 6701.33 ms [2021-12-29 06:54:36 main:581] : INFO : Epoch 2001 | loss: 0.0311379 | val_loss: 0.0311571 | Time: 6717.01 ms [2021-12-29 06:54:42 main:581] : INFO : Epoch 2002 | loss: 0.0311315 | val_loss: 0.0311609 | Time: 6714.69 ms [2021-12-29 06:54:49 main:581] : INFO : Epoch 2003 | loss: 0.0311321 | val_loss: 0.0311568 | Time: 6716.42 ms [2021-12-29 06:54:56 main:581] : INFO : Epoch 2004 | loss: 0.0311323 | val_loss: 0.0311589 | Time: 6700.05 ms [2021-12-29 06:55:03 main:581] : INFO : Epoch 2005 | loss: 0.0311329 | val_loss: 0.0311638 | Time: 6702.4 ms [2021-12-29 06:55:09 main:581] : INFO : Epoch 2006 | loss: 0.0311307 | val_loss: 0.0311548 | Time: 6691.96 ms [2021-12-29 06:55:16 main:581] : INFO : Epoch 2007 | loss: 0.0311292 | val_loss: 0.031156 | Time: 6688.58 ms [2021-12-29 06:55:23 main:581] : INFO : Epoch 2008 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 6659.31 ms [2021-12-29 06:55:29 main:581] : INFO : Epoch 2009 | loss: 0.0311335 | val_loss: 0.0311573 | Time: 6683.74 ms [2021-12-29 06:55:36 main:581] : INFO : Epoch 2010 | loss: 0.0311342 | val_loss: 0.0311567 | Time: 6687.96 ms [2021-12-29 06:55:43 main:581] : INFO : Epoch 2011 | loss: 0.0311308 | val_loss: 0.0311538 | Time: 6716.39 ms [2021-12-29 06:55:49 main:581] : INFO : Epoch 2012 | loss: 0.03113 | val_loss: 0.0311552 | Time: 6729.79 ms [2021-12-29 06:55:56 main:581] : INFO : Epoch 2013 | loss: 0.0311292 | val_loss: 0.0311569 | Time: 6715.68 ms [2021-12-29 06:56:03 main:581] : INFO : Epoch 2014 | loss: 0.0311262 | val_loss: 0.0311549 | Time: 6735.37 ms [2021-12-29 06:56:10 main:581] : INFO : Epoch 2015 | loss: 0.0311265 | val_loss: 0.0311566 | Time: 6720.65 ms [2021-12-29 06:56:16 main:581] : INFO : Epoch 2016 | loss: 0.0311234 | val_loss: 0.0311597 | Time: 6730.39 ms [2021-12-29 06:56:23 main:581] : INFO : Epoch 2017 | loss: 0.0311207 | val_loss: 0.0311648 | Time: 6714.96 ms [2021-12-29 06:56:30 main:581] : INFO : Epoch 2018 | loss: 0.0311193 | val_loss: 0.0311657 | Time: 6698.92 ms [2021-12-29 06:56:36 main:581] : INFO : Epoch 2019 | loss: 0.031119 | val_loss: 0.0311612 | Time: 6684.27 ms [2021-12-29 06:56:43 main:581] : INFO : Epoch 2020 | loss: 0.0311253 | val_loss: 0.0311602 | Time: 6676.92 ms [2021-12-29 06:56:50 main:581] : INFO : Epoch 2021 | loss: 0.0311237 | val_loss: 0.0311629 | Time: 6671.76 ms [2021-12-29 06:56:57 main:581] : INFO : Epoch 2022 | loss: 0.0311237 | val_loss: 0.0311611 | Time: 6711.47 ms [2021-12-29 06:57:03 main:581] : INFO : Epoch 2023 | loss: 0.0311241 | val_loss: 0.031169 | Time: 6712.61 ms [2021-12-29 06:57:10 main:581] : INFO : Epoch 2024 | loss: 0.0311278 | val_loss: 0.0311684 | Time: 6694.91 ms [2021-12-29 06:57:17 main:581] : INFO : Epoch 2025 | loss: 0.0313463 | val_loss: 0.0315253 | Time: 6705.58 ms [2021-12-29 06:57:23 main:581] : INFO : Epoch 2026 | loss: 0.0409087 | val_loss: 0.0381455 | Time: 6678.67 ms [2021-12-29 06:57:30 main:581] : INFO : Epoch 2027 | loss: 0.032828 | val_loss: 0.0320622 | Time: 6712.97 ms [2021-12-29 06:57:37 main:581] : INFO : Epoch 2028 | loss: 0.0315035 | val_loss: 0.031316 | Time: 6696.87 ms [2021-12-29 06:57:43 main:581] : INFO : Epoch 2029 | loss: 0.0312775 | val_loss: 0.031255 | Time: 6698.37 ms [2021-12-29 06:57:50 main:581] : INFO : Epoch 2030 | loss: 0.0312455 | val_loss: 0.0312387 | Time: 6692.77 ms [2021-12-29 06:57:57 main:581] : INFO : Epoch 2031 | loss: 0.0312369 | val_loss: 0.0312319 | Time: 6706.97 ms [2021-12-29 06:58:04 main:581] : INFO : Epoch 2032 | loss: 0.0312314 | val_loss: 0.0312265 | Time: 6707.05 ms [2021-12-29 06:58:10 main:581] : INFO : Epoch 2033 | loss: 0.0312254 | val_loss: 0.0312198 | Time: 6718.69 ms [2021-12-29 06:58:17 main:581] : INFO : Epoch 2034 | loss: 0.031219 | val_loss: 0.0312119 | Time: 6709.77 ms [2021-12-29 06:58:24 main:581] : INFO : Epoch 2035 | loss: 0.0312105 | val_loss: 0.0312048 | Time: 6735.63 ms [2021-12-29 06:58:30 main:581] : INFO : Epoch 2036 | loss: 0.031204 | val_loss: 0.0311998 | Time: 6701.95 ms [2021-12-29 06:58:37 main:581] : INFO : Epoch 2037 | loss: 0.0312012 | val_loss: 0.0311966 | Time: 6736.61 ms [2021-12-29 06:58:44 main:581] : INFO : Epoch 2038 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 6688 ms [2021-12-29 06:58:51 main:581] : INFO : Epoch 2039 | loss: 0.0311897 | val_loss: 0.0311861 | Time: 6675.57 ms [2021-12-29 06:58:57 main:581] : INFO : Epoch 2040 | loss: 0.0311855 | val_loss: 0.0311815 | Time: 6699.13 ms [2021-12-29 06:59:04 main:581] : INFO : Epoch 2041 | loss: 0.031183 | val_loss: 0.0311803 | Time: 6700.65 ms [2021-12-29 06:59:11 main:581] : INFO : Epoch 2042 | loss: 0.0311797 | val_loss: 0.031177 | Time: 6686.37 ms [2021-12-29 06:59:17 main:581] : INFO : Epoch 2043 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 6405.67 ms [2021-12-29 06:59:24 main:581] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.0311741 | Time: 6685.77 ms [2021-12-29 06:59:30 main:581] : INFO : Epoch 2045 | loss: 0.0311752 | val_loss: 0.0311741 | Time: 6712.86 ms [2021-12-29 06:59:37 main:581] : INFO : Epoch 2046 | loss: 0.0311752 | val_loss: 0.0311732 | Time: 6716.29 ms [2021-12-29 06:59:44 main:581] : INFO : Epoch 2047 | loss: 0.0311748 | val_loss: 0.0311747 | Time: 6696.41 ms [2021-12-29 06:59:51 main:581] : INFO : Epoch 2048 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 6752.78 ms [2021-12-29 06:59:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311748 [2021-12-29 06:59:51 main:610] : INFO : Saving end state to config to file [2021-12-29 06:59:51 main:615] : INFO : Success, exiting.. 06:59:51 (3160211): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)