Task 12602584
| Name | ParityModified-1645993549-6399-3-0_0 |
| Workunit | 9759772 |
| Created | 6 Mar 2022, 10:52:40 UTC |
| Sent | 7 Mar 2022, 19:03:48 UTC |
| Report deadline | 15 Mar 2022, 19:03:48 UTC |
| Received | 8 Mar 2022, 23:16:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 26 min 36 sec |
| CPU time | 1 hours 24 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312191 | val_loss: 0.0312157 | Time: 2487.86 ms
[2022-03-08 22:55:07 main:574] : INFO : Epoch 1543 | loss: 0.0312126 | val_loss: 0.0312092 | Time: 2387.7 ms
[2022-03-08 22:55:09 main:574] : INFO : Epoch 1544 | loss: 0.0312058 | val_loss: 0.0312024 | Time: 2431.88 ms
[2022-03-08 22:55:12 main:574] : INFO : Epoch 1545 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 2364.38 ms
[2022-03-08 22:55:14 main:574] : INFO : Epoch 1546 | loss: 0.0311939 | val_loss: 0.0311918 | Time: 2348.61 ms
[2022-03-08 22:55:16 main:574] : INFO : Epoch 1547 | loss: 0.03119 | val_loss: 0.0311884 | Time: 2512.83 ms
[2022-03-08 22:55:19 main:574] : INFO : Epoch 1548 | loss: 0.0311873 | val_loss: 0.031186 | Time: 2563.01 ms
[2022-03-08 22:55:22 main:574] : INFO : Epoch 1549 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 2430.31 ms
[2022-03-08 22:55:24 main:574] : INFO : Epoch 1550 | loss: 0.0311844 | val_loss: 0.031185 | Time: 2510.69 ms
[2022-03-08 22:55:27 main:574] : INFO : Epoch 1551 | loss: 0.0311843 | val_loss: 0.031185 | Time: 2319.71 ms
[2022-03-08 22:55:29 main:574] : INFO : Epoch 1552 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 2406.49 ms
[2022-03-08 22:55:31 main:574] : INFO : Epoch 1553 | loss: 0.0311819 | val_loss: 0.031182 | Time: 2394.67 ms
[2022-03-08 22:55:34 main:574] : INFO : Epoch 1554 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 2324.74 ms
[2022-03-08 22:55:36 main:574] : INFO : Epoch 1555 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 2352 ms
[2022-03-08 22:55:39 main:574] : INFO : Epoch 1556 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 2272.7 ms
[2022-03-08 22:55:41 main:574] : INFO : Epoch 1557 | loss: 0.0311761 | val_loss: 0.031177 | Time: 2377.4 ms
[2022-03-08 22:55:43 main:574] : INFO : Epoch 1558 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 2405.45 ms
[2022-03-08 22:55:46 main:574] : INFO : Epoch 1559 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 2622.1 ms
[2022-03-08 22:55:49 main:574] : INFO : Epoch 1560 | loss: 0.03117 | val_loss: 0.031174 | Time: 2570.56 ms
[2022-03-08 22:55:51 main:574] : INFO : Epoch 1561 | loss: 0.0311697 | val_loss: 0.0311724 | Time: 2427.31 ms
[2022-03-08 22:55:54 main:574] : INFO : Epoch 1562 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 2392.92 ms
[2022-03-08 22:55:56 main:574] : INFO : Epoch 1563 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 2325.64 ms
[2022-03-08 22:55:59 main:574] : INFO : Epoch 1564 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 2511.86 ms
[2022-03-08 22:56:01 main:574] : INFO : Epoch 1565 | loss: 0.031166 | val_loss: 0.0311724 | Time: 2393.38 ms
[2022-03-08 22:56:04 main:574] : INFO : Epoch 1566 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 2477.45 ms
[2022-03-08 22:56:06 main:574] : INFO : Epoch 1567 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 2622.22 ms
[2022-03-08 22:56:09 main:574] : INFO : Epoch 1568 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 2559.52 ms
[2022-03-08 22:56:11 main:574] : INFO : Epoch 1569 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 2292.72 ms
[2022-03-08 22:56:13 main:574] : INFO : Epoch 1570 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 2341.67 ms
[2022-03-08 22:56:16 main:574] : INFO : Epoch 1571 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 2348.35 ms
[2022-03-08 22:56:18 main:574] : INFO : Epoch 1572 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 2349.22 ms
[2022-03-08 22:56:21 main:574] : INFO : Epoch 1573 | loss: 0.0311622 | val_loss: 0.031172 | Time: 2647.76 ms
[2022-03-08 22:56:23 main:574] : INFO : Epoch 1574 | loss: 0.0311615 | val_loss: 0.031172 | Time: 2428.35 ms
[2022-03-08 22:56:26 main:574] : INFO : Epoch 1575 | loss: 0.0311608 | val_loss: 0.031171 | Time: 2384.53 ms
[2022-03-08 22:56:28 main:574] : INFO : Epoch 1576 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 2373.87 ms
[2022-03-08 22:56:31 main:574] : INFO : Epoch 1577 | loss: 0.03116 | val_loss: 0.0311719 | Time: 2460.25 ms
[2022-03-08 22:56:33 main:574] : INFO : Epoch 1578 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2757.75 ms
[2022-03-08 22:56:36 main:574] : INFO : Epoch 1579 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 2508.88 ms
[2022-03-08 22:56:39 main:574] : INFO : Epoch 1580 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 2495.03 ms
[2022-03-08 22:56:41 main:574] : INFO : Epoch 1581 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 2477.73 ms
[2022-03-08 22:56:43 main:574] : INFO : Epoch 1582 | loss: 0.0311581 | val_loss: 0.0311743 | Time: 2374.83 ms
[2022-03-08 22:56:46 main:574] : INFO : Epoch 1583 | loss: 0.0311586 | val_loss: 0.0311718 | Time: 2533.23 ms
[2022-03-08 22:56:49 main:574] : INFO : Epoch 1584 | loss: 0.0311583 | val_loss: 0.031173 | Time: 2457.86 ms
[2022-03-08 22:56:51 main:574] : INFO : Epoch 1585 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2561.61 ms
[2022-03-08 22:56:54 main:574] : INFO : Epoch 1586 | loss: 0.0311581 | val_loss: 0.0311724 | Time: 2539.97 ms
[2022-03-08 22:56:56 main:574] : INFO : Epoch 1587 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 2463.65 ms
[2022-03-08 22:56:59 main:574] : INFO : Epoch 1588 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2470.16 ms
[2022-03-08 22:57:02 main:574] : INFO : Epoch 1589 | loss: 0.0311572 | val_loss: 0.03117 | Time: 2628.92 ms
[2022-03-08 22:57:04 main:574] : INFO : Epoch 1590 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 2825.35 ms
[2022-03-08 22:57:07 main:574] : INFO : Epoch 1591 | loss: 0.0311567 | val_loss: 0.0311725 | Time: 2487.12 ms
[2022-03-08 22:57:09 main:574] : INFO : Epoch 1592 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2349.08 ms
[2022-03-08 22:57:12 main:574] : INFO : Epoch 1593 | loss: 0.0311576 | val_loss: 0.0311715 | Time: 2347.26 ms
[2022-03-08 22:57:14 main:574] : INFO : Epoch 1594 | loss: 0.0311591 | val_loss: 0.03117 | Time: 2390.43 ms
[2022-03-08 22:57:17 main:574] : INFO : Epoch 1595 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 2471 ms
[2022-03-08 22:57:19 main:574] : INFO : Epoch 1596 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 2433.16 ms
[2022-03-08 22:57:22 main:574] : INFO : Epoch 1597 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 2376.66 ms
[2022-03-08 22:57:26 main:574] : INFO : Epoch 1598 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 3980.81 ms
[2022-03-08 22:57:28 main:574] : INFO : Epoch 1599 | loss: 0.0311557 | val_loss: 0.0311724 | Time: 2479.49 ms
[2022-03-08 22:57:31 main:574] : INFO : Epoch 1600 | loss: 0.0311557 | val_loss: 0.031172 | Time: 2399.5 ms
[2022-03-08 22:57:33 main:574] : INFO : Epoch 1601 | loss: 0.0311565 | val_loss: 0.0311713 | Time: 2345.48 ms
[2022-03-08 22:57:35 main:574] : INFO : Epoch 1602 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 2375.79 ms
[2022-03-08 22:57:38 main:574] : INFO : Epoch 1603 | loss: 0.0311567 | val_loss: 0.0311705 | Time: 2345.26 ms
[2022-03-08 22:57:40 main:574] : INFO : Epoch 1604 | loss: 0.0311567 | val_loss: 0.0311752 | Time: 2350.9 ms
[2022-03-08 22:57:43 main:574] : INFO : Epoch 1605 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 2398.61 ms
[2022-03-08 22:57:45 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 2397.83 ms
[2022-03-08 22:57:48 main:574] : INFO : Epoch 1607 | loss: 0.0311545 | val_loss: 0.031175 | Time: 2493.97 ms
[2022-03-08 22:57:50 main:574] : INFO : Epoch 1608 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 2649.67 ms
[2022-03-08 22:57:53 main:574] : INFO : Epoch 1609 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 2746.88 ms
[2022-03-08 22:57:56 main:574] : INFO : Epoch 1610 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 2566.19 ms
[2022-03-08 22:57:58 main:574] : INFO : Epoch 1611 | loss: 0.0311579 | val_loss: 0.0311764 | Time: 2457.6 ms
[2022-03-08 22:58:01 main:574] : INFO : Epoch 1612 | loss: 0.0311583 | val_loss: 0.0311729 | Time: 2366.46 ms
[2022-03-08 22:58:03 main:574] : INFO : Epoch 1613 | loss: 0.0311569 | val_loss: 0.0311723 | Time: 2490.72 ms
[2022-03-08 22:58:06 main:574] : INFO : Epoch 1614 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 2508.8 ms
[2022-03-08 22:58:08 main:574] : INFO : Epoch 1615 | loss: 0.0311555 | val_loss: 0.0311721 | Time: 2336.28 ms
[2022-03-08 22:58:11 main:574] : INFO : Epoch 1616 | loss: 0.031154 | val_loss: 0.0311729 | Time: 2410.14 ms
[2022-03-08 22:58:13 main:574] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311749 | Time: 2478.64 ms
[2022-03-08 22:58:16 main:574] : INFO : Epoch 1618 | loss: 0.0311555 | val_loss: 0.0311765 | Time: 2674.75 ms
[2022-03-08 22:58:18 main:574] : INFO : Epoch 1619 | loss: 0.0311551 | val_loss: 0.0311754 | Time: 2399.35 ms
[2022-03-08 22:58:21 main:574] : INFO : Epoch 1620 | loss: 0.031155 | val_loss: 0.0311743 | Time: 2390.12 ms
[2022-03-08 22:58:23 main:574] : INFO : Epoch 1621 | loss: 0.0311553 | val_loss: 0.0311751 | Time: 2414.11 ms
[2022-03-08 22:58:26 main:574] : INFO : Epoch 1622 | loss: 0.0311542 | val_loss: 0.031175 | Time: 2560.24 ms
[2022-03-08 22:58:28 main:574] : INFO : Epoch 1623 | loss: 0.0311535 | val_loss: 0.0311755 | Time: 2431.39 ms
[2022-03-08 22:58:31 main:574] : INFO : Epoch 1624 | loss: 0.0311546 | val_loss: 0.0311745 | Time: 2433.61 ms
[2022-03-08 22:58:33 main:574] : INFO : Epoch 1625 | loss: 0.0311538 | val_loss: 0.0311722 | Time: 2543.18 ms
[2022-03-08 22:58:36 main:574] : INFO : Epoch 1626 | loss: 0.031152 | val_loss: 0.031174 | Time: 2395.48 ms
[2022-03-08 22:58:38 main:574] : INFO : Epoch 1627 | loss: 0.0311543 | val_loss: 0.0311721 | Time: 2478.23 ms
[2022-03-08 22:58:41 main:574] : INFO : Epoch 1628 | loss: 0.0311539 | val_loss: 0.0311691 | Time: 2541.5 ms
[2022-03-08 22:58:43 main:574] : INFO : Epoch 1629 | loss: 0.0311537 | val_loss: 0.0311713 | Time: 2422.21 ms
[2022-03-08 22:58:46 main:574] : INFO : Epoch 1630 | loss: 0.0311527 | val_loss: 0.03117 | Time: 2510.39 ms
[2022-03-08 22:58:48 main:574] : INFO : Epoch 1631 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 2375.25 ms
[2022-03-08 22:58:51 main:574] : INFO : Epoch 1632 | loss: 0.0311535 | val_loss: 0.0311716 | Time: 2358.06 ms
[2022-03-08 22:58:53 main:574] : INFO : Epoch 1633 | loss: 0.0311542 | val_loss: 0.0311711 | Time: 2452.05 ms
[2022-03-08 22:58:56 main:574] : INFO : Epoch 1634 | loss: 0.0311548 | val_loss: 0.031175 | Time: 2357.46 ms
[2022-03-08 22:58:58 main:574] : INFO : Epoch 1635 | loss: 0.031154 | val_loss: 0.0311723 | Time: 2604.32 ms
[2022-03-08 22:59:01 main:574] : INFO : Epoch 1636 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 2724.05 ms
[2022-03-08 22:59:04 main:574] : INFO : Epoch 1637 | loss: 0.0311553 | val_loss: 0.0311731 | Time: 2503.05 ms
[2022-03-08 22:59:06 main:574] : INFO : Epoch 1638 | loss: 0.0311557 | val_loss: 0.0311689 | Time: 2366.25 ms
[2022-03-08 22:59:08 main:574] : INFO : Epoch 1639 | loss: 0.0311548 | val_loss: 0.0311709 | Time: 2432.46 ms
[2022-03-08 22:59:11 main:574] : INFO : Epoch 1640 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 2461.96 ms
[2022-03-08 22:59:13 main:574] : INFO : Epoch 1641 | loss: 0.031154 | val_loss: 0.0311743 | Time: 2421.56 ms
[2022-03-08 22:59:16 main:574] : INFO : Epoch 1642 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 2334.1 ms
[2022-03-08 22:59:18 main:574] : INFO : Epoch 1643 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 2593.24 ms
[2022-03-08 22:59:21 main:574] : INFO : Epoch 1644 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 2594.07 ms
[2022-03-08 22:59:24 main:574] : INFO : Epoch 1645 | loss: 0.0311591 | val_loss: 0.0311756 | Time: 2716.35 ms
[2022-03-08 22:59:26 main:574] : INFO : Epoch 1646 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 2362.93 ms
[2022-03-08 22:59:29 main:574] : INFO : Epoch 1647 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 2382.22 ms
[2022-03-08 22:59:31 main:574] : INFO : Epoch 1648 | loss: 0.031155 | val_loss: 0.0311705 | Time: 2364.3 ms
[2022-03-08 22:59:34 main:574] : INFO : Epoch 1649 | loss: 0.0311572 | val_loss: 0.031169 | Time: 2433.8 ms
[2022-03-08 22:59:36 main:574] : INFO : Epoch 1650 | loss: 0.0311577 | val_loss: 0.0311691 | Time: 2320.81 ms
[2022-03-08 22:59:38 main:574] : INFO : Epoch 1651 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 2422.62 ms
[2022-03-08 22:59:41 main:574] : INFO : Epoch 1652 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2502.59 ms
[2022-03-08 22:59:44 main:574] : INFO : Epoch 1653 | loss: 0.0311562 | val_loss: 0.031167 | Time: 2900.21 ms
[2022-03-08 22:59:46 main:574] : INFO : Epoch 1654 | loss: 0.0311538 | val_loss: 0.0311694 | Time: 2408.87 ms
[2022-03-08 22:59:49 main:574] : INFO : Epoch 1655 | loss: 0.0311532 | val_loss: 0.0311699 | Time: 2421.31 ms
[2022-03-08 22:59:52 main:574] : INFO : Epoch 1656 | loss: 0.0311517 | val_loss: 0.0311705 | Time: 2494.51 ms
[2022-03-08 22:59:54 main:574] : INFO : Epoch 1657 | loss: 0.0311521 | val_loss: 0.0311703 | Time: 2545.61 ms
[2022-03-08 22:59:57 main:574] : INFO : Epoch 1658 | loss: 0.0311507 | val_loss: 0.03117 | Time: 2366.17 ms
[2022-03-08 22:59:59 main:574] : INFO : Epoch 1659 | loss: 0.0311507 | val_loss: 0.03117 | Time: 2462.4 ms
[2022-03-08 23:00:02 main:574] : INFO : Epoch 1660 | loss: 0.0311505 | val_loss: 0.0311714 | Time: 2430.54 ms
[2022-03-08 23:00:04 main:574] : INFO : Epoch 1661 | loss: 0.0311504 | val_loss: 0.0311701 | Time: 2458.43 ms
[2022-03-08 23:00:07 main:574] : INFO : Epoch 1662 | loss: 0.0311498 | val_loss: 0.0311728 | Time: 2436.43 ms
[2022-03-08 23:00:09 main:574] : INFO : Epoch 1663 | loss: 0.0311508 | val_loss: 0.0311786 | Time: 2440.28 ms
[2022-03-08 23:00:12 main:574] : INFO : Epoch 1664 | loss: 0.0311496 | val_loss: 0.0311734 | Time: 2666.84 ms
[2022-03-08 23:00:15 main:574] : INFO : Epoch 1665 | loss: 0.0311487 | val_loss: 0.031172 | Time: 2950.99 ms
[2022-03-08 23:00:17 main:574] : INFO : Epoch 1666 | loss: 0.0311479 | val_loss: 0.031172 | Time: 2356.13 ms
[2022-03-08 23:00:20 main:574] : INFO : Epoch 1667 | loss: 0.0311495 | val_loss: 0.0311754 | Time: 2551.51 ms
[2022-03-08 23:00:22 main:574] : INFO : Epoch 1668 | loss: 0.0311543 | val_loss: 0.0311732 | Time: 2563.21 ms
[2022-03-08 23:00:25 main:574] : INFO : Epoch 1669 | loss: 0.0311562 | val_loss: 0.0311735 | Time: 2375.94 ms
[2022-03-08 23:00:27 main:574] : INFO : Epoch 1670 | loss: 0.0311556 | val_loss: 0.0311757 | Time: 2331.2 ms
[2022-03-08 23:00:30 main:574] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.0311743 | Time: 2385.77 ms
[2022-03-08 23:00:32 main:574] : INFO : Epoch 1672 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 2486.8 ms
[2022-03-08 23:00:35 main:574] : INFO : Epoch 1673 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 2498.76 ms
[2022-03-08 23:00:37 main:574] : INFO : Epoch 1674 | loss: 0.0311534 | val_loss: 0.0311726 | Time: 2447.98 ms
[2022-03-08 23:00:40 main:574] : INFO : Epoch 1675 | loss: 0.0311518 | val_loss: 0.0311703 | Time: 3200.28 ms
[2022-03-08 23:00:43 main:574] : INFO : Epoch 1676 | loss: 0.0311506 | val_loss: 0.0311701 | Time: 2349.5 ms
[2022-03-08 23:00:45 main:574] : INFO : Epoch 1677 | loss: 0.0311528 | val_loss: 0.031176 | Time: 2407.68 ms
[2022-03-08 23:00:48 main:574] : INFO : Epoch 1678 | loss: 0.0311532 | val_loss: 0.0311732 | Time: 2388.02 ms
[2022-03-08 23:00:50 main:574] : INFO : Epoch 1679 | loss: 0.031152 | val_loss: 0.0311743 | Time: 2424.87 ms
[2022-03-08 23:00:53 main:574] : INFO : Epoch 1680 | loss: 0.0311541 | val_loss: 0.0311733 | Time: 2336.15 ms
[2022-03-08 23:00:55 main:574] : INFO : Epoch 1681 | loss: 0.0311561 | val_loss: 0.0311762 | Time: 2388.27 ms
[2022-03-08 23:00:58 main:574] : INFO : Epoch 1682 | loss: 0.031157 | val_loss: 0.0311736 | Time: 2803.95 ms
[2022-03-08 23:01:00 main:574] : INFO : Epoch 1683 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 2437.52 ms
[2022-03-08 23:01:03 main:574] : INFO : Epoch 1684 | loss: 0.0311521 | val_loss: 0.0311715 | Time: 2499.94 ms
[2022-03-08 23:01:05 main:574] : INFO : Epoch 1685 | loss: 0.0311513 | val_loss: 0.031171 | Time: 2428.37 ms
[2022-03-08 23:01:08 main:574] : INFO : Epoch 1686 | loss: 0.0311514 | val_loss: 0.0311738 | Time: 2563.45 ms
[2022-03-08 23:01:10 main:574] : INFO : Epoch 1687 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 2324.07 ms
[2022-03-08 23:01:13 main:574] : INFO : Epoch 1688 | loss: 0.0311501 | val_loss: 0.0311731 | Time: 2475.76 ms
[2022-03-08 23:01:15 main:574] : INFO : Epoch 1689 | loss: 0.0311502 | val_loss: 0.0311733 | Time: 2403.25 ms
[2022-03-08 23:01:18 main:574] : INFO : Epoch 1690 | loss: 0.0311501 | val_loss: 0.0311747 | Time: 2450.3 ms
[2022-03-08 23:01:20 main:574] : INFO : Epoch 1691 | loss: 0.0311511 | val_loss: 0.0311759 | Time: 2552.26 ms
[2022-03-08 23:01:23 main:574] : INFO : Epoch 1692 | loss: 0.0311534 | val_loss: 0.0311797 | Time: 2594.31 ms
[2022-03-08 23:01:26 main:574] : INFO : Epoch 1693 | loss: 0.0311619 | val_loss: 0.0311792 | Time: 2556.37 ms
[2022-03-08 23:01:28 main:574] : INFO : Epoch 1694 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2348.28 ms
[2022-03-08 23:01:31 main:574] : INFO : Epoch 1695 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 2423.98 ms
[2022-03-08 23:01:33 main:574] : INFO : Epoch 1696 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2599.84 ms
[2022-03-08 23:01:36 main:574] : INFO : Epoch 1697 | loss: 0.0311618 | val_loss: 0.0311745 | Time: 2827.42 ms
[2022-03-08 23:01:38 main:574] : INFO : Epoch 1698 | loss: 0.0311613 | val_loss: 0.0311752 | Time: 2332.83 ms
[2022-03-08 23:01:41 main:574] : INFO : Epoch 1699 | loss: 0.0311591 | val_loss: 0.0311764 | Time: 2405.97 ms
[2022-03-08 23:01:44 main:574] : INFO : Epoch 1700 | loss: 0.0311587 | val_loss: 0.0311759 | Time: 2660.61 ms
[2022-03-08 23:01:46 main:574] : INFO : Epoch 1701 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 2354.29 ms
[2022-03-08 23:01:49 main:574] : INFO : Epoch 1702 | loss: 0.031157 | val_loss: 0.0311768 | Time: 2583.18 ms
[2022-03-08 23:01:51 main:574] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.0311779 | Time: 2408.55 ms
[2022-03-08 23:01:53 main:574] : INFO : Epoch 1704 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 2420 ms
[2022-03-08 23:01:56 main:574] : INFO : Epoch 1705 | loss: 0.0311554 | val_loss: 0.0311754 | Time: 2623.27 ms
[2022-03-08 23:01:59 main:574] : INFO : Epoch 1706 | loss: 0.0311544 | val_loss: 0.0311735 | Time: 2723.33 ms
[2022-03-08 23:02:01 main:574] : INFO : Epoch 1707 | loss: 0.0311538 | val_loss: 0.0311763 | Time: 2327.64 ms
[2022-03-08 23:02:04 main:574] : INFO : Epoch 1708 | loss: 0.0311544 | val_loss: 0.0311735 | Time: 2369.49 ms
[2022-03-08 23:02:06 main:574] : INFO : Epoch 1709 | loss: 0.0311534 | val_loss: 0.0311754 | Time: 2409.04 ms
[2022-03-08 23:02:09 main:574] : INFO : Epoch 1710 | loss: 0.0311535 | val_loss: 0.0311809 | Time: 2383.75 ms
[2022-03-08 23:02:11 main:574] : INFO : Epoch 1711 | loss: 0.0311542 | val_loss: 0.031176 | Time: 2514.2 ms
[2022-03-08 23:02:14 main:574] : INFO : Epoch 1712 | loss: 0.0311544 | val_loss: 0.0311765 | Time: 2555.72 ms
[2022-03-08 23:02:16 main:574] : INFO : Epoch 1713 | loss: 0.0311516 | val_loss: 0.0311758 | Time: 2564.42 ms
[2022-03-08 23:02:19 main:574] : INFO : Epoch 1714 | loss: 0.0311514 | val_loss: 0.0311751 | Time: 2464.24 ms
[2022-03-08 23:02:21 main:574] : INFO : Epoch 1715 | loss: 0.0311514 | val_loss: 0.0311838 | Time: 2449.57 ms
[2022-03-08 23:02:25 main:574] : INFO : Epoch 1716 | loss: 0.0311504 | val_loss: 0.031176 | Time: 3556.59 ms
[2022-03-08 23:02:28 main:574] : INFO : Epoch 1717 | loss: 0.0311525 | val_loss: 0.0311753 | Time: 2530.24 ms
[2022-03-08 23:02:30 main:574] : INFO : Epoch 1718 | loss: 0.0311541 | val_loss: 0.0311764 | Time: 2485.24 ms
[2022-03-08 23:02:33 main:574] : INFO : Epoch 1719 | loss: 0.0311536 | val_loss: 0.0311739 | Time: 2419.61 ms
[2022-03-08 23:02:35 main:574] : INFO : Epoch 1720 | loss: 0.0311535 | val_loss: 0.0311769 | Time: 2504.9 ms
[2022-03-08 23:02:38 main:574] : INFO : Epoch 1721 | loss: 0.0311527 | val_loss: 0.0311753 | Time: 2413.26 ms
[2022-03-08 23:02:40 main:574] : INFO : Epoch 1722 | loss: 0.0311524 | val_loss: 0.0311748 | Time: 2418.06 ms
[2022-03-08 23:02:43 main:574] : INFO : Epoch 1723 | loss: 0.0311497 | val_loss: 0.0311748 | Time: 2806.21 ms
[2022-03-08 23:02:46 main:574] : INFO : Epoch 1724 | loss: 0.0311496 | val_loss: 0.0311759 | Time: 2662.19 ms
[2022-03-08 23:02:48 main:574] : INFO : Epoch 1725 | loss: 0.0311485 | val_loss: 0.0311761 | Time: 2524.67 ms
[2022-03-08 23:02:51 main:574] : INFO : Epoch 1726 | loss: 0.0311492 | val_loss: 0.0311756 | Time: 2403.02 ms
[2022-03-08 23:02:53 main:574] : INFO : Epoch 1727 | loss: 0.031148 | val_loss: 0.0311773 | Time: 2390.09 ms
[2022-03-08 23:02:56 main:574] : INFO : Epoch 1728 | loss: 0.0311478 | val_loss: 0.0311769 | Time: 2407.06 ms
[2022-03-08 23:02:58 main:574] : INFO : Epoch 1729 | loss: 0.0311485 | val_loss: 0.0311771 | Time: 2469.89 ms
[2022-03-08 23:03:01 main:574] : INFO : Epoch 1730 | loss: 0.0311499 | val_loss: 0.0311751 | Time: 2429.24 ms
[2022-03-08 23:03:03 main:574] : INFO : Epoch 1731 | loss: 0.0311482 | val_loss: 0.0311763 | Time: 2365.46 ms
[2022-03-08 23:03:05 main:574] : INFO : Epoch 1732 | loss: 0.0311482 | val_loss: 0.031177 | Time: 2345.91 ms
[2022-03-08 23:03:08 main:574] : INFO : Epoch 1733 | loss: 0.0311479 | val_loss: 0.0311748 | Time: 2418.52 ms
[2022-03-08 23:03:11 main:574] : INFO : Epoch 1734 | loss: 0.0311473 | val_loss: 0.0311757 | Time: 2631.25 ms
[2022-03-08 23:03:13 main:574] : INFO : Epoch 1735 | loss: 0.0311471 | val_loss: 0.0311762 | Time: 2728.22 ms
[2022-03-08 23:03:16 main:574] : INFO : Epoch 1736 | loss: 0.0311484 | val_loss: 0.0311757 | Time: 2440.13 ms
[2022-03-08 23:03:18 main:574] : INFO : Epoch 1737 | loss: 0.0311482 | val_loss: 0.0311761 | Time: 2434.8 ms
[2022-03-08 23:03:21 main:574] : INFO : Epoch 1738 | loss: 0.0311509 | val_loss: 0.0311755 | Time: 2340.12 ms
[2022-03-08 23:03:23 main:574] : INFO : Epoch 1739 | loss: 0.0311522 | val_loss: 0.031177 | Time: 2347.41 ms
[2022-03-08 23:03:26 main:574] : INFO : Epoch 1740 | loss: 0.0311501 | val_loss: 0.0311792 | Time: 2512.01 ms
[2022-03-08 23:03:28 main:574] : INFO : Epoch 1741 | loss: 0.0311499 | val_loss: 0.0311787 | Time: 2535.39 ms
[2022-03-08 23:03:31 main:574] : INFO : Epoch 1742 | loss: 0.0311484 | val_loss: 0.0311791 | Time: 2450.61 ms
[2022-03-08 23:03:33 main:574] : INFO : Epoch 1743 | loss: 0.0311497 | val_loss: 0.0311742 | Time: 2414.22 ms
[2022-03-08 23:03:36 main:574] : INFO : Epoch 1744 | loss: 0.031149 | val_loss: 0.0311731 | Time: 2548.12 ms
[2022-03-08 23:03:38 main:574] : INFO : Epoch 1745 | loss: 0.031147 | val_loss: 0.0311738 | Time: 2655.57 ms
[2022-03-08 23:03:41 main:574] : INFO : Epoch 1746 | loss: 0.0311476 | val_loss: 0.0311752 | Time: 2628.94 ms
[2022-03-08 23:03:44 main:574] : INFO : Epoch 1747 | loss: 0.0311491 | val_loss: 0.0311761 | Time: 2436.49 ms
[2022-03-08 23:03:46 main:574] : INFO : Epoch 1748 | loss: 0.0311478 | val_loss: 0.0311772 | Time: 2376.05 ms
[2022-03-08 23:03:49 main:574] : INFO : Epoch 1749 | loss: 0.0311483 | val_loss: 0.0311758 | Time: 2860.5 ms
[2022-03-08 23:03:51 main:574] : INFO : Epoch 1750 | loss: 0.0311489 | val_loss: 0.0311755 | Time: 2442.32 ms
[2022-03-08 23:03:54 main:574] : INFO : Epoch 1751 | loss: 0.0311487 | val_loss: 0.0311744 | Time: 2649.58 ms
[2022-03-08 23:03:57 main:574] : INFO : Epoch 1752 | loss: 0.0311474 | val_loss: 0.0311763 | Time: 2600.21 ms
[2022-03-08 23:03:59 main:574] : INFO : Epoch 1753 | loss: 0.0311455 | val_loss: 0.0311776 | Time: 2669.04 ms
[2022-03-08 23:04:02 main:574] : INFO : Epoch 1754 | loss: 0.0311459 | val_loss: 0.0311751 | Time: 2373.81 ms
[2022-03-08 23:04:05 main:574] : INFO : Epoch 1755 | loss: 0.0311453 | val_loss: 0.0311749 | Time: 2776.23 ms
[2022-03-08 23:04:07 main:574] : INFO : Epoch 1756 | loss: 0.0311459 | val_loss: 0.031179 | Time: 2634.59 ms
[2022-03-08 23:04:10 main:574] : INFO : Epoch 1757 | loss: 0.0311471 | val_loss: 0.0311763 | Time: 2802.21 ms
[2022-03-08 23:04:13 main:574] : INFO : Epoch 1758 | loss: 0.0311488 | val_loss: 0.0311798 | Time: 2413.77 ms
[2022-03-08 23:04:15 main:574] : INFO : Epoch 1759 | loss: 0.0311607 | val_loss: 0.0311779 | Time: 2381.29 ms
[2022-03-08 23:04:18 main:574] : INFO : Epoch 1760 | loss: 0.0311605 | val_loss: 0.0311822 | Time: 2585.96 ms
[2022-03-08 23:04:20 main:574] : INFO : Epoch 1761 | loss: 0.0311604 | val_loss: 0.0311807 | Time: 2623.89 ms
[2022-03-08 23:04:23 main:574] : INFO : Epoch 1762 | loss: 0.0311587 | val_loss: 0.0311774 | Time: 2442.44 ms
[2022-03-08 23:04:26 main:574] : INFO : Epoch 1763 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 2681.08 ms
[2022-03-08 23:04:28 main:574] : INFO : Epoch 1764 | loss: 0.0311542 | val_loss: 0.0311777 | Time: 2440.46 ms
[2022-03-08 23:04:31 main:574] : INFO : Epoch 1765 | loss: 0.0311538 | val_loss: 0.0311784 | Time: 2635.96 ms
[2022-03-08 23:04:33 main:574] : INFO : Epoch 1766 | loss: 0.0311554 | val_loss: 0.0311777 | Time: 2362.78 ms
[2022-03-08 23:04:36 main:574] : INFO : Epoch 1767 | loss: 0.0311557 | val_loss: 0.0311789 | Time: 2384.11 ms
[2022-03-08 23:04:38 main:574] : INFO : Epoch 1768 | loss: 0.0311571 | val_loss: 0.0311817 | Time: 2334.77 ms
[2022-03-08 23:04:40 main:574] : INFO : Epoch 1769 | loss: 0.0311576 | val_loss: 0.0311756 | Time: 2320.61 ms
[2022-03-08 23:04:43 main:574] : INFO : Epoch 1770 | loss: 0.0311536 | val_loss: 0.0311786 | Time: 2310.48 ms
[2022-03-08 23:04:45 main:574] : INFO : Epoch 1771 | loss: 0.0311522 | val_loss: 0.0311882 | Time: 2411.22 ms
[2022-03-08 23:04:48 main:574] : INFO : Epoch 1772 | loss: 0.031158 | val_loss: 0.0311826 | Time: 2582.75 ms
[2022-03-08 23:04:50 main:574] : INFO : Epoch 1773 | loss: 0.0311525 | val_loss: 0.0311782 | Time: 2456.44 ms
[2022-03-08 23:04:53 main:574] : INFO : Epoch 1774 | loss: 0.0311523 | val_loss: 0.0311785 | Time: 2420.12 ms
[2022-03-08 23:04:55 main:574] : INFO : Epoch 1775 | loss: 0.0311511 | val_loss: 0.0311784 | Time: 2457.1 ms
[2022-03-08 23:04:58 main:574] : INFO : Epoch 1776 | loss: 0.0311525 | val_loss: 0.0311764 | Time: 2724 ms
[2022-03-08 23:05:01 main:574] : INFO : Epoch 1777 | loss: 0.0311529 | val_loss: 0.0311798 | Time: 2651.92 ms
[2022-03-08 23:05:03 main:574] : INFO : Epoch 1778 | loss: 0.0311528 | val_loss: 0.0311764 | Time: 2459.21 ms
[2022-03-08 23:05:06 main:574] : INFO : Epoch 1779 | loss: 0.0311509 | val_loss: 0.0311765 | Time: 2373.71 ms
[2022-03-08 23:05:08 main:574] : INFO : Epoch 1780 | loss: 0.0311516 | val_loss: 0.0311814 | Time: 2693.37 ms
[2022-03-08 23:05:11 main:574] : INFO : Epoch 1781 | loss: 0.0311512 | val_loss: 0.0311793 | Time: 2657.28 ms
[2022-03-08 23:05:14 main:574] : INFO : Epoch 1782 | loss: 0.0311505 | val_loss: 0.0311787 | Time: 2424.7 ms
[2022-03-08 23:05:16 main:574] : INFO : Epoch 1783 | loss: 0.0311514 | val_loss: 0.0311788 | Time: 2352.45 ms
[2022-03-08 23:05:18 main:574] : INFO : Epoch 1784 | loss: 0.0311522 | val_loss: 0.0311811 | Time: 2420.53 ms
[2022-03-08 23:05:21 main:574] : INFO : Epoch 1785 | loss: 0.0311521 | val_loss: 0.0311788 | Time: 2596.84 ms
[2022-03-08 23:05:24 main:574] : INFO : Epoch 1786 | loss: 0.0311547 | val_loss: 0.0311824 | Time: 2508.25 ms
[2022-03-08 23:05:26 main:574] : INFO : Epoch 1787 | loss: 0.0311549 | val_loss: 0.031178 | Time: 2372.4 ms
[2022-03-08 23:05:28 main:574] : INFO : Epoch 1788 | loss: 0.0311516 | val_loss: 0.0311809 | Time: 2392.83 ms
[2022-03-08 23:05:31 main:574] : INFO : Epoch 1789 | loss: 0.0311517 | val_loss: 0.0311767 | Time: 2581.27 ms
[2022-03-08 23:05:34 main:574] : INFO : Epoch 1790 | loss: 0.0311516 | val_loss: 0.0311788 | Time: 2686.68 ms
[2022-03-08 23:05:36 main:574] : INFO : Epoch 1791 | loss: 0.0311526 | val_loss: 0.0311799 | Time: 2480.14 ms
[2022-03-08 23:05:39 main:574] : INFO : Epoch 1792 | loss: 0.031151 | val_loss: 0.0311857 | Time: 2395.64 ms
[2022-03-08 23:05:42 main:574] : INFO : Epoch 1793 | loss: 0.0311515 | val_loss: 0.0311803 | Time: 2850.61 ms
[2022-03-08 23:05:44 main:574] : INFO : Epoch 1794 | loss: 0.0311504 | val_loss: 0.031178 | Time: 2612.27 ms
[2022-03-08 23:05:47 main:574] : INFO : Epoch 1795 | loss: 0.0311494 | val_loss: 0.0311771 | Time: 2378.14 ms
[2022-03-08 23:05:49 main:574] : INFO : Epoch 1796 | loss: 0.0311503 | val_loss: 0.0311764 | Time: 2434.92 ms
[2022-03-08 23:05:52 main:574] : INFO : Epoch 1797 | loss: 0.0311501 | val_loss: 0.0311754 | Time: 2446.48 ms
[2022-03-08 23:05:54 main:574] : INFO : Epoch 1798 | loss: 0.0311491 | val_loss: 0.0311738 | Time: 2606.59 ms
[2022-03-08 23:05:57 main:574] : INFO : Epoch 1799 | loss: 0.0311494 | val_loss: 0.0311763 | Time: 2411.69 ms
[2022-03-08 23:05:59 main:574] : INFO : Epoch 1800 | loss: 0.0311485 | val_loss: 0.0311743 | Time: 2347.09 ms
[2022-03-08 23:06:02 main:574] : INFO : Epoch 1801 | loss: 0.0311474 | val_loss: 0.031173 | Time: 2355.48 ms
[2022-03-08 23:06:04 main:574] : INFO : Epoch 1802 | loss: 0.0311476 | val_loss: 0.0311753 | Time: 2572.27 ms
[2022-03-08 23:06:06 main:574] : INFO : Epoch 1803 | loss: 0.0311476 | val_loss: 0.0311777 | Time: 2325.66 ms
[2022-03-08 23:06:09 main:574] : INFO : Epoch 1804 | loss: 0.0311488 | val_loss: 0.0311775 | Time: 2319.77 ms
[2022-03-08 23:06:11 main:574] : INFO : Epoch 1805 | loss: 0.0311492 | val_loss: 0.0311751 | Time: 2356.9 ms
[2022-03-08 23:06:14 main:574] : INFO : Epoch 1806 | loss: 0.0311463 | val_loss: 0.0311744 | Time: 2455.62 ms
[2022-03-08 23:06:16 main:574] : INFO : Epoch 1807 | loss: 0.0311462 | val_loss: 0.0311744 | Time: 2365.32 ms
[2022-03-08 23:06:19 main:574] : INFO : Epoch 1808 | loss: 0.0311469 | val_loss: 0.031175 | Time: 2577.13 ms
[2022-03-08 23:06:21 main:574] : INFO : Epoch 1809 | loss: 0.0311465 | val_loss: 0.0311765 | Time: 2369.59 ms
[2022-03-08 23:06:24 main:574] : INFO : Epoch 1810 | loss: 0.0311481 | val_loss: 0.0311784 | Time: 2584.73 ms
[2022-03-08 23:06:26 main:574] : INFO : Epoch 1811 | loss: 0.0311494 | val_loss: 0.0311762 | Time: 2478.94 ms
[2022-03-08 23:06:29 main:574] : INFO : Epoch 1812 | loss: 0.0311493 | val_loss: 0.0311781 | Time: 2549.7 ms
[2022-03-08 23:06:32 main:574] : INFO : Epoch 1813 | loss: 0.0311496 | val_loss: 0.0311791 | Time: 2513.57 ms
[2022-03-08 23:06:34 main:574] : INFO : Epoch 1814 | loss: 0.0311492 | val_loss: 0.0311767 | Time: 2381.44 ms
[2022-03-08 23:06:36 main:574] : INFO : Epoch 1815 | loss: 0.0311494 | val_loss: 0.0311763 | Time: 2374.4 ms
[2022-03-08 23:06:39 main:574] : INFO : Epoch 1816 | loss: 0.0311503 | val_loss: 0.0311857 | Time: 2347.83 ms
[2022-03-08 23:06:41 main:574] : INFO : Epoch 1817 | loss: 0.0311518 | val_loss: 0.0311814 | Time: 2336.13 ms
[2022-03-08 23:06:44 main:574] : INFO : Epoch 1818 | loss: 0.0311501 | val_loss: 0.0311772 | Time: 2337.87 ms
[2022-03-08 23:06:46 main:574] : INFO : Epoch 1819 | loss: 0.0311463 | val_loss: 0.0311783 | Time: 2390.58 ms
[2022-03-08 23:06:49 main:574] : INFO : Epoch 1820 | loss: 0.031149 | val_loss: 0.031177 | Time: 2686.31 ms
[2022-03-08 23:06:51 main:574] : INFO : Epoch 1821 | loss: 0.0311498 | val_loss: 0.0311745 | Time: 2436.35 ms
[2022-03-08 23:06:54 main:574] : INFO : Epoch 1822 | loss: 0.031149 | val_loss: 0.0311748 | Time: 2545.72 ms
[2022-03-08 23:06:56 main:574] : INFO : Epoch 1823 | loss: 0.0311475 | val_loss: 0.0311744 | Time: 2489.85 ms
[2022-03-08 23:06:59 main:574] : INFO : Epoch 1824 | loss: 0.0311471 | val_loss: 0.0311813 | Time: 2531 ms
[2022-03-08 23:07:01 main:574] : INFO : Epoch 1825 | loss: 0.0311456 | val_loss: 0.0311783 | Time: 2428.17 ms
[2022-03-08 23:07:04 main:574] : INFO : Epoch 1826 | loss: 0.031144 | val_loss: 0.0311754 | Time: 2408.82 ms
[2022-03-08 23:07:06 main:574] : INFO : Epoch 1827 | loss: 0.0311441 | val_loss: 0.0311791 | Time: 2550.56 ms
[2022-03-08 23:07:09 main:574] : INFO : Epoch 1828 | loss: 0.0311443 | val_loss: 0.0311777 | Time: 2564.86 ms
[2022-03-08 23:07:11 main:574] : INFO : Epoch 1829 | loss: 0.0311434 | val_loss: 0.031175 | Time: 2339.78 ms
[2022-03-08 23:07:14 main:574] : INFO : Epoch 1830 | loss: 0.0311439 | val_loss: 0.0311763 | Time: 2480.11 ms
[2022-03-08 23:07:17 main:574] : INFO : Epoch 1831 | loss: 0.0311447 | val_loss: 0.0311786 | Time: 2510.6 ms
[2022-03-08 23:07:19 main:574] : INFO : Epoch 1832 | loss: 0.031143 | val_loss: 0.0311759 | Time: 2573.67 ms
[2022-03-08 23:07:22 main:574] : INFO : Epoch 1833 | loss: 0.0311435 | val_loss: 0.031175 | Time: 2596.17 ms
[2022-03-08 23:07:24 main:574] : INFO : Epoch 1834 | loss: 0.0311461 | val_loss: 0.031178 | Time: 2622.55 ms
[2022-03-08 23:07:27 main:574] : INFO : Epoch 1835 | loss: 0.0311439 | val_loss: 0.0311763 | Time: 2354.24 ms
[2022-03-08 23:07:29 main:574] : INFO : Epoch 1836 | loss: 0.0311447 | val_loss: 0.0311777 | Time: 2426.25 ms
[2022-03-08 23:07:33 main:574] : INFO : Epoch 1837 | loss: 0.0311469 | val_loss: 0.0311765 | Time: 3184.75 ms
[2022-03-08 23:07:35 main:574] : INFO : Epoch 1838 | loss: 0.0311523 | val_loss: 0.0311764 | Time: 2418.99 ms
[2022-03-08 23:07:37 main:574] : INFO : Epoch 1839 | loss: 0.0311534 | val_loss: 0.0311772 | Time: 2419.07 ms
[2022-03-08 23:07:40 main:574] : INFO : Epoch 1840 | loss: 0.0311582 | val_loss: 0.0311787 | Time: 2452.75 ms
[2022-03-08 23:07:43 main:574] : INFO : Epoch 1841 | loss: 0.0311564 | val_loss: 0.0311735 | Time: 2716.38 ms
[2022-03-08 23:07:45 main:574] : INFO : Epoch 1842 | loss: 0.0311548 | val_loss: 0.0311878 | Time: 2528.64 ms
[2022-03-08 23:07:48 main:574] : INFO : Epoch 1843 | loss: 0.0311599 | val_loss: 0.031174 | Time: 2398.7 ms
[2022-03-08 23:07:50 main:574] : INFO : Epoch 1844 | loss: 0.0311572 | val_loss: 0.031175 | Time: 2605.72 ms
[2022-03-08 23:07:53 main:574] : INFO : Epoch 1845 | loss: 0.0311548 | val_loss: 0.0311746 | Time: 2483.7 ms
[2022-03-08 23:07:56 main:574] : INFO : Epoch 1846 | loss: 0.0311535 | val_loss: 0.0311743 | Time: 2491.59 ms
[2022-03-08 23:07:58 main:574] : INFO : Epoch 1847 | loss: 0.0311536 | val_loss: 0.0311804 | Time: 2559.29 ms
[2022-03-08 23:08:01 main:574] : INFO : Epoch 1848 | loss: 0.0311519 | val_loss: 0.0311773 | Time: 2375.06 ms
[2022-03-08 23:08:03 main:574] : INFO : Epoch 1849 | loss: 0.0311508 | val_loss: 0.0311738 | Time: 2437.43 ms
[2022-03-08 23:08:06 main:574] : INFO : Epoch 1850 | loss: 0.031149 | val_loss: 0.0311756 | Time: 2510.47 ms
[2022-03-08 23:08:08 main:574] : INFO : Epoch 1851 | loss: 0.031152 | val_loss: 0.0311794 | Time: 2420.76 ms
[2022-03-08 23:08:11 main:574] : INFO : Epoch 1852 | loss: 0.0311524 | val_loss: 0.0311749 | Time: 2376.79 ms
[2022-03-08 23:08:13 main:574] : INFO : Epoch 1853 | loss: 0.0311485 | val_loss: 0.0311777 | Time: 2580.07 ms
[2022-03-08 23:08:16 main:574] : INFO : Epoch 1854 | loss: 0.0311474 | val_loss: 0.031175 | Time: 2575.82 ms
[2022-03-08 23:08:19 main:574] : INFO : Epoch 1855 | loss: 0.031147 | val_loss: 0.0311765 | Time: 2491.98 ms
[2022-03-08 23:08:22 main:574] : INFO : Epoch 1856 | loss: 0.0311471 | val_loss: 0.0311786 | Time: 3053.16 ms
[2022-03-08 23:08:24 main:574] : INFO : Epoch 1857 | loss: 0.0311468 | val_loss: 0.0311756 | Time: 2485.06 ms
[2022-03-08 23:08:27 main:574] : INFO : Epoch 1858 | loss: 0.031148 | val_loss: 0.0311765 | Time: 2358.14 ms
[2022-03-08 23:08:29 main:574] : INFO : Epoch 1859 | loss: 0.0311481 | val_loss: 0.0311757 | Time: 2335.99 ms
[2022-03-08 23:08:31 main:574] : INFO : Epoch 1860 | loss: 0.0311486 | val_loss: 0.0311817 | Time: 2308.51 ms
[2022-03-08 23:08:34 main:574] : INFO : Epoch 1861 | loss: 0.0311511 | val_loss: 0.0311805 | Time: 2356.31 ms
[2022-03-08 23:08:36 main:574] : INFO : Epoch 1862 | loss: 0.0311516 | val_loss: 0.0311771 | Time: 2334.42 ms
[2022-03-08 23:08:38 main:574] : INFO : Epoch 1863 | loss: 0.0311505 | val_loss: 0.0311812 | Time: 2327.88 ms
[2022-03-08 23:08:41 main:574] : INFO : Epoch 1864 | loss: 0.0311506 | val_loss: 0.0311789 | Time: 2551.37 ms
[2022-03-08 23:08:44 main:574] : INFO : Epoch 1865 | loss: 0.0311475 | val_loss: 0.031177 | Time: 2845.66 ms
[2022-03-08 23:08:46 main:574] : INFO : Epoch 1866 | loss: 0.0311485 | val_loss: 0.0311758 | Time: 2530.35 ms
[2022-03-08 23:08:49 main:574] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311795 | Time: 2363.21 ms
[2022-03-08 23:08:51 main:574] : INFO : Epoch 1868 | loss: 0.0311472 | val_loss: 0.0311765 | Time: 2334.97 ms
[2022-03-08 23:08:54 main:574] : INFO : Epoch 1869 | loss: 0.0311488 | val_loss: 0.0311765 | Time: 2411.37 ms
[2022-03-08 23:08:56 main:574] : INFO : Epoch 1870 | loss: 0.031154 | val_loss: 0.0311758 | Time: 2329.36 ms
[2022-03-08 23:08:59 main:574] : INFO : Epoch 1871 | loss: 0.0311524 | val_loss: 0.0311747 | Time: 2574.19 ms
[2022-03-08 23:09:01 main:574] : INFO : Epoch 1872 | loss: 0.0311513 | val_loss: 0.0311774 | Time: 2410.12 ms
[2022-03-08 23:09:04 main:574] : INFO : Epoch 1873 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 2464.66 ms
[2022-03-08 23:09:07 main:574] : INFO : Epoch 1874 | loss: 0.0311511 | val_loss: 0.031182 | Time: 2958.06 ms
[2022-03-08 23:09:09 main:574] : INFO : Epoch 1875 | loss: 0.03115 | val_loss: 0.0311748 | Time: 2350.17 ms
[2022-03-08 23:09:11 main:574] : INFO : Epoch 1876 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 2305.86 ms
[2022-03-08 23:09:14 main:574] : INFO : Epoch 1877 | loss: 0.0311495 | val_loss: 0.0311734 | Time: 2446.75 ms
[2022-03-08 23:09:16 main:574] : INFO : Epoch 1878 | loss: 0.0311462 | val_loss: 0.0311756 | Time: 2343.38 ms
[2022-03-08 23:09:19 main:574] : INFO : Epoch 1879 | loss: 0.0311454 | val_loss: 0.0311723 | Time: 2314.42 ms
[2022-03-08 23:09:21 main:574] : INFO : Epoch 1880 | loss: 0.0311488 | val_loss: 0.0311729 | Time: 2310.51 ms
[2022-03-08 23:09:23 main:574] : INFO : Epoch 1881 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 2357.8 ms
[2022-03-08 23:09:26 main:574] : INFO : Epoch 1882 | loss: 0.0311519 | val_loss: 0.031172 | Time: 2398.09 ms
[2022-03-08 23:09:28 main:574] : INFO : Epoch 1883 | loss: 0.031152 | val_loss: 0.0311745 | Time: 2608.21 ms
[2022-03-08 23:09:31 main:574] : INFO : Epoch 1884 | loss: 0.0311499 | val_loss: 0.0311745 | Time: 2749.65 ms
[2022-03-08 23:09:34 main:574] : INFO : Epoch 1885 | loss: 0.0311481 | val_loss: 0.0311749 | Time: 2344.31 ms
[2022-03-08 23:09:36 main:574] : INFO : Epoch 1886 | loss: 0.0311479 | val_loss: 0.0311728 | Time: 2394.71 ms
[2022-03-08 23:09:38 main:574] : INFO : Epoch 1887 | loss: 0.0311486 | val_loss: 0.0311757 | Time: 2338.24 ms
[2022-03-08 23:09:41 main:574] : INFO : Epoch 1888 | loss: 0.0311476 | val_loss: 0.0311735 | Time: 2525.78 ms
[2022-03-08 23:09:44 main:574] : INFO : Epoch 1889 | loss: 0.0311498 | val_loss: 0.0311754 | Time: 3070.48 ms
[2022-03-08 23:09:47 main:574] : INFO : Epoch 1890 | loss: 0.0311508 | val_loss: 0.0311791 | Time: 2378.71 ms
[2022-03-08 23:09:49 main:574] : INFO : Epoch 1891 | loss: 0.0311486 | val_loss: 0.031173 | Time: 2847.74 ms
[2022-03-08 23:09:52 main:574] : INFO : Epoch 1892 | loss: 0.0311469 | val_loss: 0.0311727 | Time: 2459.56 ms
[2022-03-08 23:09:55 main:574] : INFO : Epoch 1893 | loss: 0.0311471 | val_loss: 0.0311747 | Time: 3023.6 ms
[2022-03-08 23:09:58 main:574] : INFO : Epoch 1894 | loss: 0.0311489 | val_loss: 0.0311752 | Time: 2509.62 ms
[2022-03-08 23:10:00 main:574] : INFO : Epoch 1895 | loss: 0.0311476 | val_loss: 0.0311703 | Time: 2371 ms
[2022-03-08 23:10:02 main:574] : INFO : Epoch 1896 | loss: 0.0311489 | val_loss: 0.0311786 | Time: 2354.01 ms
[2022-03-08 23:10:05 main:574] : INFO : Epoch 1897 | loss: 0.0311511 | val_loss: 0.0311739 | Time: 2348.37 ms
[2022-03-08 23:10:07 main:574] : INFO : Epoch 1898 | loss: 0.0311511 | val_loss: 0.0311707 | Time: 2337.48 ms
[2022-03-08 23:10:09 main:574] : INFO : Epoch 1899 | loss: 0.0311493 | val_loss: 0.0311728 | Time: 2293.22 ms
[2022-03-08 23:10:12 main:574] : INFO : Epoch 1900 | loss: 0.0311512 | val_loss: 0.0311702 | Time: 2328.51 ms
[2022-03-08 23:10:14 main:574] : INFO : Epoch 1901 | loss: 0.0311517 | val_loss: 0.0311711 | Time: 2358.26 ms
[2022-03-08 23:10:17 main:574] : INFO : Epoch 1902 | loss: 0.0311536 | val_loss: 0.0311721 | Time: 2398.59 ms
[2022-03-08 23:10:19 main:574] : INFO : Epoch 1903 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 2519.11 ms
[2022-03-08 23:10:22 main:574] : INFO : Epoch 1904 | loss: 0.0311502 | val_loss: 0.0311684 | Time: 2574.14 ms
[2022-03-08 23:10:25 main:574] : INFO : Epoch 1905 | loss: 0.0311488 | val_loss: 0.0311697 | Time: 2607 ms
[2022-03-08 23:10:27 main:574] : INFO : Epoch 1906 | loss: 0.0311482 | val_loss: 0.0311723 | Time: 2444.88 ms
[2022-03-08 23:10:30 main:574] : INFO : Epoch 1907 | loss: 0.031148 | val_loss: 0.0311704 | Time: 2388.45 ms
[2022-03-08 23:10:32 main:574] : INFO : Epoch 1908 | loss: 0.0311488 | val_loss: 0.031171 | Time: 2401.92 ms
[2022-03-08 23:10:34 main:574] : INFO : Epoch 1909 | loss: 0.0311493 | val_loss: 0.0311733 | Time: 2438.55 ms
[2022-03-08 23:10:37 main:574] : INFO : Epoch 1910 | loss: 0.0311485 | val_loss: 0.0311679 | Time: 2421.37 ms
[2022-03-08 23:10:39 main:574] : INFO : Epoch 1911 | loss: 0.0311488 | val_loss: 0.0311727 | Time: 2388.93 ms
[2022-03-08 23:10:42 main:574] : INFO : Epoch 1912 | loss: 0.0311504 | val_loss: 0.0311715 | Time: 2354.58 ms
[2022-03-08 23:10:44 main:574] : INFO : Epoch 1913 | loss: 0.0311471 | val_loss: 0.0311763 | Time: 2542.44 ms
[2022-03-08 23:10:47 main:574] : INFO : Epoch 1914 | loss: 0.0311469 | val_loss: 0.0311721 | Time: 2404.34 ms
[2022-03-08 23:10:49 main:574] : INFO : Epoch 1915 | loss: 0.0311477 | val_loss: 0.0311734 | Time: 2502.18 ms
[2022-03-08 23:10:52 main:574] : INFO : Epoch 1916 | loss: 0.0311491 | val_loss: 0.0311753 | Time: 2592.5 ms
[2022-03-08 23:10:55 main:574] : INFO : Epoch 1917 | loss: 0.0311486 | val_loss: 0.0311754 | Time: 2641.77 ms
[2022-03-08 23:10:57 main:574] : INFO : Epoch 1918 | loss: 0.0311469 | val_loss: 0.031174 | Time: 2388.51 ms
[2022-03-08 23:10:59 main:574] : INFO : Epoch 1919 | loss: 0.0311452 | val_loss: 0.0311746 | Time: 2342.15 ms
[2022-03-08 23:11:02 main:574] : INFO : Epoch 1920 | loss: 0.0311443 | val_loss: 0.0311753 | Time: 2569.78 ms
[2022-03-08 23:11:04 main:574] : INFO : Epoch 1921 | loss: 0.0311442 | val_loss: 0.0311766 | Time: 2340.9 ms
[2022-03-08 23:11:07 main:574] : INFO : Epoch 1922 | loss: 0.0311454 | val_loss: 0.0311753 | Time: 2382.99 ms
[2022-03-08 23:11:09 main:574] : INFO : Epoch 1923 | loss: 0.0311448 | val_loss: 0.031174 | Time: 2409.07 ms
[2022-03-08 23:11:12 main:574] : INFO : Epoch 1924 | loss: 0.0311485 | val_loss: 0.0311737 | Time: 2413.64 ms
[2022-03-08 23:11:14 main:574] : INFO : Epoch 1925 | loss: 0.0311534 | val_loss: 0.0311752 | Time: 2324.3 ms
[2022-03-08 23:11:17 main:574] : INFO : Epoch 1926 | loss: 0.0311496 | val_loss: 0.0311794 | Time: 2366 ms
[2022-03-08 23:11:19 main:574] : INFO : Epoch 1927 | loss: 0.0311511 | val_loss: 0.0311773 | Time: 2678.03 ms
[2022-03-08 23:11:22 main:574] : INFO : Epoch 1928 | loss: 0.0311467 | val_loss: 0.0311769 | Time: 2586.88 ms
[2022-03-08 23:11:25 main:574] : INFO : Epoch 1929 | loss: 0.0311457 | val_loss: 0.0311751 | Time: 2828.88 ms
[2022-03-08 23:11:27 main:574] : INFO : Epoch 1930 | loss: 0.0311457 | val_loss: 0.031177 | Time: 2355.85 ms
[2022-03-08 23:11:30 main:574] : INFO : Epoch 1931 | loss: 0.0311454 | val_loss: 0.0311762 | Time: 2688.15 ms
[2022-03-08 23:11:32 main:574] : INFO : Epoch 1932 | loss: 0.0311537 | val_loss: 0.0311786 | Time: 2389.76 ms
[2022-03-08 23:11:35 main:574] : INFO : Epoch 1933 | loss: 0.0311535 | val_loss: 0.0311726 | Time: 2451.98 ms
[2022-03-08 23:11:37 main:574] : INFO : Epoch 1934 | loss: 0.031151 | val_loss: 0.0311807 | Time: 2381.65 ms
[2022-03-08 23:11:40 main:574] : INFO : Epoch 1935 | loss: 0.0311511 | val_loss: 0.0311766 | Time: 2632.33 ms
[2022-03-08 23:11:42 main:574] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.0311807 | Time: 2430.05 ms
[2022-03-08 23:11:45 main:574] : INFO : Epoch 1937 | loss: 0.0311506 | val_loss: 0.0311821 | Time: 2612.77 ms
[2022-03-08 23:11:47 main:574] : INFO : Epoch 1938 | loss: 0.0311526 | val_loss: 0.0311734 | Time: 2394.04 ms
[2022-03-08 23:11:50 main:574] : INFO : Epoch 1939 | loss: 0.0311523 | val_loss: 0.0311786 | Time: 2605.27 ms
[2022-03-08 23:11:52 main:574] : INFO : Epoch 1940 | loss: 0.0311502 | val_loss: 0.0311764 | Time: 2381.87 ms
[2022-03-08 23:11:55 main:574] : INFO : Epoch 1941 | loss: 0.031151 | val_loss: 0.0311848 | Time: 2371.42 ms
[2022-03-08 23:11:57 main:574] : INFO : Epoch 1942 | loss: 0.0311483 | val_loss: 0.0311749 | Time: 2373.6 ms
[2022-03-08 23:12:00 main:574] : INFO : Epoch 1943 | loss: 0.0311472 | val_loss: 0.031176 | Time: 2386.5 ms
[2022-03-08 23:12:02 main:574] : INFO : Epoch 1944 | loss: 0.0311465 | val_loss: 0.0311761 | Time: 2390.36 ms
[2022-03-08 23:12:05 main:574] : INFO : Epoch 1945 | loss: 0.0311473 | val_loss: 0.0311772 | Time: 2491.09 ms
[2022-03-08 23:12:07 main:574] : INFO : Epoch 1946 | loss: 0.0311476 | val_loss: 0.0311797 | Time: 2353.05 ms
[2022-03-08 23:12:09 main:574] : INFO : Epoch 1947 | loss: 0.0311499 | val_loss: 0.0311764 | Time: 2366.37 ms
[2022-03-08 23:12:12 main:574] : INFO : Epoch 1948 | loss: 0.0311548 | val_loss: 0.0311816 | Time: 2365.58 ms
[2022-03-08 23:12:14 main:574] : INFO : Epoch 1949 | loss: 0.031152 | val_loss: 0.0311805 | Time: 2457.26 ms
[2022-03-08 23:12:17 main:574] : INFO : Epoch 1950 | loss: 0.0311505 | val_loss: 0.0311744 | Time: 2456.24 ms
[2022-03-08 23:12:19 main:574] : INFO : Epoch 1951 | loss: 0.0311491 | val_loss: 0.0311747 | Time: 2377.06 ms
[2022-03-08 23:12:22 main:574] : INFO : Epoch 1952 | loss: 0.031154 | val_loss: 0.0311737 | Time: 2320.77 ms
[2022-03-08 23:12:24 main:574] : INFO : Epoch 1953 | loss: 0.0311555 | val_loss: 0.0311728 | Time: 2385.11 ms
[2022-03-08 23:12:26 main:574] : INFO : Epoch 1954 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 2443.2 ms
[2022-03-08 23:12:29 main:574] : INFO : Epoch 1955 | loss: 0.0311561 | val_loss: 0.0311739 | Time: 2557.15 ms
[2022-03-08 23:12:32 main:574] : INFO : Epoch 1956 | loss: 0.0311542 | val_loss: 0.0311719 | Time: 2367.02 ms
[2022-03-08 23:12:34 main:574] : INFO : Epoch 1957 | loss: 0.0311551 | val_loss: 0.0311805 | Time: 2404.79 ms
[2022-03-08 23:12:36 main:574] : INFO : Epoch 1958 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 2415.91 ms
[2022-03-08 23:12:39 main:574] : INFO : Epoch 1959 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 2656.79 ms
[2022-03-08 23:12:42 main:574] : INFO : Epoch 1960 | loss: 0.0311539 | val_loss: 0.0311689 | Time: 2481.93 ms
[2022-03-08 23:12:44 main:574] : INFO : Epoch 1961 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 2566.48 ms
[2022-03-08 23:12:47 main:574] : INFO : Epoch 1962 | loss: 0.031154 | val_loss: 0.0311732 | Time: 2992.59 ms
[2022-03-08 23:12:50 main:574] : INFO : Epoch 1963 | loss: 0.0311518 | val_loss: 0.0311727 | Time: 2544.39 ms
[2022-03-08 23:12:52 main:574] : INFO : Epoch 1964 | loss: 0.0311513 | val_loss: 0.0311675 | Time: 2343.92 ms
[2022-03-08 23:12:55 main:574] : INFO : Epoch 1965 | loss: 0.0311533 | val_loss: 0.0311735 | Time: 2565.38 ms
[2022-03-08 23:12:57 main:574] : INFO : Epoch 1966 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 2463.95 ms
[2022-03-08 23:13:00 main:574] : INFO : Epoch 1967 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 2487.89 ms
[2022-03-08 23:13:03 main:574] : INFO : Epoch 1968 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 2949.51 ms
[2022-03-08 23:13:05 main:574] : INFO : Epoch 1969 | loss: 0.031158 | val_loss: 0.0311674 | Time: 2335.93 ms
[2022-03-08 23:13:08 main:574] : INFO : Epoch 1970 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 2464.4 ms
[2022-03-08 23:13:10 main:574] : INFO : Epoch 1971 | loss: 0.0311549 | val_loss: 0.0311665 | Time: 2531.33 ms
[2022-03-08 23:13:13 main:574] : INFO : Epoch 1972 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2532.39 ms
[2022-03-08 23:13:15 main:574] : INFO : Epoch 1973 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 2411.58 ms
[2022-03-08 23:13:18 main:574] : INFO : Epoch 1974 | loss: 0.0311536 | val_loss: 0.031171 | Time: 2503.09 ms
[2022-03-08 23:13:20 main:574] : INFO : Epoch 1975 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 2382.82 ms
[2022-03-08 23:13:23 main:574] : INFO : Epoch 1976 | loss: 0.0311504 | val_loss: 0.0311677 | Time: 2671.32 ms
[2022-03-08 23:13:26 main:574] : INFO : Epoch 1977 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 2672.68 ms
[2022-03-08 23:13:28 main:574] : INFO : Epoch 1978 | loss: 0.0311489 | val_loss: 0.0311706 | Time: 2441.6 ms
[2022-03-08 23:13:31 main:574] : INFO : Epoch 1979 | loss: 0.0311529 | val_loss: 0.0311824 | Time: 2460.51 ms
[2022-03-08 23:13:33 main:574] : INFO : Epoch 1980 | loss: 0.0311549 | val_loss: 0.0311828 | Time: 2453.31 ms
[2022-03-08 23:13:36 main:574] : INFO : Epoch 1981 | loss: 0.0311507 | val_loss: 0.0311644 | Time: 2384.22 ms
[2022-03-08 23:13:38 main:574] : INFO : Epoch 1982 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 2367.33 ms
[2022-03-08 23:13:41 main:574] : INFO : Epoch 1983 | loss: 0.0311479 | val_loss: 0.0311659 | Time: 2500.59 ms
[2022-03-08 23:13:43 main:574] : INFO : Epoch 1984 | loss: 0.0311471 | val_loss: 0.0311654 | Time: 2379.77 ms
[2022-03-08 23:13:46 main:574] : INFO : Epoch 1985 | loss: 0.031148 | val_loss: 0.0311651 | Time: 2604.38 ms
[2022-03-08 23:13:48 main:574] : INFO : Epoch 1986 | loss: 0.0311479 | val_loss: 0.0311693 | Time: 2444.21 ms
[2022-03-08 23:13:51 main:574] : INFO : Epoch 1987 | loss: 0.0311486 | val_loss: 0.0311666 | Time: 2410.39 ms
[2022-03-08 23:13:53 main:574] : INFO : Epoch 1988 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 2446.22 ms
[2022-03-08 23:13:56 main:574] : INFO : Epoch 1989 | loss: 0.0311488 | val_loss: 0.0311645 | Time: 2381.83 ms
[2022-03-08 23:13:58 main:574] : INFO : Epoch 1990 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 2586.32 ms
[2022-03-08 23:14:01 main:574] : INFO : Epoch 1991 | loss: 0.0311481 | val_loss: 0.0311649 | Time: 2677.74 ms
[2022-03-08 23:14:04 main:574] : INFO : Epoch 1992 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 2711.66 ms
[2022-03-08 23:14:07 main:574] : INFO : Epoch 1993 | loss: 0.0311492 | val_loss: 0.0311674 | Time: 2626.76 ms
[2022-03-08 23:14:09 main:574] : INFO : Epoch 1994 | loss: 0.0311479 | val_loss: 0.0311652 | Time: 2417.64 ms
[2022-03-08 23:14:11 main:574] : INFO : Epoch 1995 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 2399.86 ms
[2022-03-08 23:14:14 main:574] : INFO : Epoch 1996 | loss: 0.0311479 | val_loss: 0.0311662 | Time: 2555.52 ms
[2022-03-08 23:14:17 main:574] : INFO : Epoch 1997 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 2479.95 ms
[2022-03-08 23:14:19 main:574] : INFO : Epoch 1998 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 2534.88 ms
[2022-03-08 23:14:22 main:574] : INFO : Epoch 1999 | loss: 0.0311544 | val_loss: 0.0311724 | Time: 2799.67 ms
[2022-03-08 23:14:24 main:574] : INFO : Epoch 2000 | loss: 0.0311543 | val_loss: 0.0311742 | Time: 2505.03 ms
[2022-03-08 23:14:27 main:574] : INFO : Epoch 2001 | loss: 0.0311543 | val_loss: 0.0311669 | Time: 2464.93 ms
[2022-03-08 23:14:30 main:574] : INFO : Epoch 2002 | loss: 0.0311514 | val_loss: 0.0311648 | Time: 2607.53 ms
[2022-03-08 23:14:32 main:574] : INFO : Epoch 2003 | loss: 0.0311523 | val_loss: 0.0311624 | Time: 2751.64 ms
[2022-03-08 23:14:35 main:574] : INFO : Epoch 2004 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 2627.41 ms
[2022-03-08 23:14:37 main:574] : INFO : Epoch 2005 | loss: 0.0311496 | val_loss: 0.0311751 | Time: 2381.9 ms
[2022-03-08 23:14:40 main:574] : INFO : Epoch 2006 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 2481.85 ms
[2022-03-08 23:14:42 main:574] : INFO : Epoch 2007 | loss: 0.0311511 | val_loss: 0.0311644 | Time: 2415.61 ms
[2022-03-08 23:14:45 main:574] : INFO : Epoch 2008 | loss: 0.031151 | val_loss: 0.0311744 | Time: 2406.82 ms
[2022-03-08 23:14:48 main:574] : INFO : Epoch 2009 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 2584.08 ms
[2022-03-08 23:14:50 main:574] : INFO : Epoch 2010 | loss: 0.0311523 | val_loss: 0.0311667 | Time: 2479.29 ms
[2022-03-08 23:14:53 main:574] : INFO : Epoch 2011 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 2539.89 ms
[2022-03-08 23:14:55 main:574] : INFO : Epoch 2012 | loss: 0.0311511 | val_loss: 0.0311694 | Time: 2590.72 ms
[2022-03-08 23:14:58 main:574] : INFO : Epoch 2013 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 2343.16 ms
[2022-03-08 23:15:00 main:574] : INFO : Epoch 2014 | loss: 0.0311499 | val_loss: 0.0311667 | Time: 2415.92 ms
[2022-03-08 23:15:03 main:574] : INFO : Epoch 2015 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 2492.36 ms
[2022-03-08 23:15:05 main:574] : INFO : Epoch 2016 | loss: 0.0311496 | val_loss: 0.031165 | Time: 2392.53 ms
[2022-03-08 23:15:07 main:574] : INFO : Epoch 2017 | loss: 0.0311496 | val_loss: 0.0311679 | Time: 2370.68 ms
[2022-03-08 23:15:10 main:574] : INFO : Epoch 2018 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 2405.17 ms
[2022-03-08 23:15:13 main:574] : INFO : Epoch 2019 | loss: 0.0311514 | val_loss: 0.0311684 | Time: 2630.85 ms
[2022-03-08 23:15:15 main:574] : INFO : Epoch 2020 | loss: 0.0311498 | val_loss: 0.0311709 | Time: 2726.89 ms
[2022-03-08 23:15:18 main:574] : INFO : Epoch 2021 | loss: 0.0311541 | val_loss: 0.0311658 | Time: 2415.9 ms
[2022-03-08 23:15:20 main:574] : INFO : Epoch 2022 | loss: 0.031153 | val_loss: 0.0311738 | Time: 2607.99 ms
[2022-03-08 23:15:23 main:574] : INFO : Epoch 2023 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 2423.81 ms
[2022-03-08 23:15:25 main:574] : INFO : Epoch 2024 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 2444.93 ms
[2022-03-08 23:15:28 main:574] : INFO : Epoch 2025 | loss: 0.0311487 | val_loss: 0.031164 | Time: 2414.8 ms
[2022-03-08 23:15:30 main:574] : INFO : Epoch 2026 | loss: 0.0311467 | val_loss: 0.0311632 | Time: 2461.72 ms
[2022-03-08 23:15:33 main:574] : INFO : Epoch 2027 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 2809.99 ms
[2022-03-08 23:15:36 main:574] : INFO : Epoch 2028 | loss: 0.0311468 | val_loss: 0.0311635 | Time: 2433.79 ms
[2022-03-08 23:15:38 main:574] : INFO : Epoch 2029 | loss: 0.031146 | val_loss: 0.0311646 | Time: 2567.51 ms
[2022-03-08 23:15:41 main:574] : INFO : Epoch 2030 | loss: 0.0311476 | val_loss: 0.0311616 | Time: 2968.14 ms
[2022-03-08 23:15:44 main:574] : INFO : Epoch 2031 | loss: 0.0311471 | val_loss: 0.031164 | Time: 2369.99 ms
[2022-03-08 23:15:46 main:574] : INFO : Epoch 2032 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 2359.46 ms
[2022-03-08 23:15:49 main:574] : INFO : Epoch 2033 | loss: 0.0311452 | val_loss: 0.03117 | Time: 2408.77 ms
[2022-03-08 23:15:51 main:574] : INFO : Epoch 2034 | loss: 0.0311498 | val_loss: 0.031168 | Time: 2345.11 ms
[2022-03-08 23:15:54 main:574] : INFO : Epoch 2035 | loss: 0.031148 | val_loss: 0.0311657 | Time: 2770.01 ms
[2022-03-08 23:15:56 main:574] : INFO : Epoch 2036 | loss: 0.0311507 | val_loss: 0.031162 | Time: 2574.19 ms
[2022-03-08 23:15:59 main:574] : INFO : Epoch 2037 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 2354.82 ms
[2022-03-08 23:16:01 main:574] : INFO : Epoch 2038 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 2420.51 ms
[2022-03-08 23:16:04 main:574] : INFO : Epoch 2039 | loss: 0.0311491 | val_loss: 0.031167 | Time: 2486.75 ms
[2022-03-08 23:16:06 main:574] : INFO : Epoch 2040 | loss: 0.0311521 | val_loss: 0.031169 | Time: 2581.88 ms
[2022-03-08 23:16:09 main:574] : INFO : Epoch 2041 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 2428.29 ms
[2022-03-08 23:16:12 main:574] : INFO : Epoch 2042 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 2639.55 ms
[2022-03-08 23:16:14 main:574] : INFO : Epoch 2043 | loss: 0.0311461 | val_loss: 0.0311608 | Time: 2519.64 ms
[2022-03-08 23:16:17 main:574] : INFO : Epoch 2044 | loss: 0.0311522 | val_loss: 0.031162 | Time: 2514.57 ms
[2022-03-08 23:16:19 main:574] : INFO : Epoch 2045 | loss: 0.0311495 | val_loss: 0.031161 | Time: 2503.34 ms
[2022-03-08 23:16:22 main:574] : INFO : Epoch 2046 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 2465.56 ms
[2022-03-08 23:16:24 main:574] : INFO : Epoch 2047 | loss: 0.0311472 | val_loss: 0.0311655 | Time: 2496.27 ms
[2022-03-08 23:16:27 main:574] : INFO : Epoch 2048 | loss: 0.031149 | val_loss: 0.0311659 | Time: 2554.95 ms
[2022-03-08 23:16:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311659
[2022-03-08 23:16:27 main:603] : INFO : Saving end state to config to file
[2022-03-08 23:16:27 main:608] : INFO : Success, exiting..
23:16:27 (27144): 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)