Task 12783306
| Name | ParityModified-1639966500-10514-3-0_1 |
| Workunit | 8975447 |
| Created | 8 Mar 2022, 16:18:57 UTC |
| Sent | 8 Mar 2022, 17:17:56 UTC |
| Report deadline | 16 Mar 2022, 17:17:56 UTC |
| Received | 9 Mar 2022, 15:23:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 24 min 57 sec |
| CPU time | 1 hours 23 min 8 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: 0.0311511 | val_loss: 0.0311535 | Time: 2396.63 ms
[2022-03-09 16:02:22 main:574] : INFO : Epoch 1543 | loss: 0.0311503 | val_loss: 0.0311528 | Time: 2414.44 ms
[2022-03-09 16:02:24 main:574] : INFO : Epoch 1544 | loss: 0.0311502 | val_loss: 0.0311556 | Time: 2863.91 ms
[2022-03-09 16:02:27 main:574] : INFO : Epoch 1545 | loss: 0.0311523 | val_loss: 0.0311572 | Time: 2745.38 ms
[2022-03-09 16:02:30 main:574] : INFO : Epoch 1546 | loss: 0.0311522 | val_loss: 0.0311552 | Time: 2388.44 ms
[2022-03-09 16:02:32 main:574] : INFO : Epoch 1547 | loss: 0.0311527 | val_loss: 0.0311536 | Time: 2370.7 ms
[2022-03-09 16:02:34 main:574] : INFO : Epoch 1548 | loss: 0.0311508 | val_loss: 0.0311556 | Time: 2336.19 ms
[2022-03-09 16:02:37 main:574] : INFO : Epoch 1549 | loss: 0.0311511 | val_loss: 0.0311565 | Time: 2361.82 ms
[2022-03-09 16:02:39 main:574] : INFO : Epoch 1550 | loss: 0.0311509 | val_loss: 0.0311554 | Time: 2376.53 ms
[2022-03-09 16:02:42 main:574] : INFO : Epoch 1551 | loss: 0.0311512 | val_loss: 0.0311586 | Time: 2417.88 ms
[2022-03-09 16:02:44 main:574] : INFO : Epoch 1552 | loss: 0.0311501 | val_loss: 0.0311544 | Time: 2507.25 ms
[2022-03-09 16:02:47 main:574] : INFO : Epoch 1553 | loss: 0.0311514 | val_loss: 0.0311591 | Time: 2410.75 ms
[2022-03-09 16:02:49 main:574] : INFO : Epoch 1554 | loss: 0.031152 | val_loss: 0.0311565 | Time: 2482.12 ms
[2022-03-09 16:02:52 main:574] : INFO : Epoch 1555 | loss: 0.031152 | val_loss: 0.0311578 | Time: 2354.14 ms
[2022-03-09 16:02:54 main:574] : INFO : Epoch 1556 | loss: 0.0311548 | val_loss: 0.0311614 | Time: 2492.24 ms
[2022-03-09 16:02:57 main:574] : INFO : Epoch 1557 | loss: 0.0311559 | val_loss: 0.0311577 | Time: 2683.94 ms
[2022-03-09 16:03:00 main:574] : INFO : Epoch 1558 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 2526.23 ms
[2022-03-09 16:03:02 main:574] : INFO : Epoch 1559 | loss: 0.0311533 | val_loss: 0.0311554 | Time: 2372.48 ms
[2022-03-09 16:03:05 main:574] : INFO : Epoch 1560 | loss: 0.0311502 | val_loss: 0.0311526 | Time: 2577.55 ms
[2022-03-09 16:03:07 main:574] : INFO : Epoch 1561 | loss: 0.0311499 | val_loss: 0.0311537 | Time: 2375.61 ms
[2022-03-09 16:03:10 main:574] : INFO : Epoch 1562 | loss: 0.0311491 | val_loss: 0.0311542 | Time: 2417.55 ms
[2022-03-09 16:03:12 main:574] : INFO : Epoch 1563 | loss: 0.0311491 | val_loss: 0.0311535 | Time: 2655.28 ms
[2022-03-09 16:03:15 main:574] : INFO : Epoch 1564 | loss: 0.0311493 | val_loss: 0.0311543 | Time: 2687.95 ms
[2022-03-09 16:03:17 main:574] : INFO : Epoch 1565 | loss: 0.0311498 | val_loss: 0.0311544 | Time: 2389.62 ms
[2022-03-09 16:03:20 main:574] : INFO : Epoch 1566 | loss: 0.0311517 | val_loss: 0.0311573 | Time: 2367.83 ms
[2022-03-09 16:03:22 main:574] : INFO : Epoch 1567 | loss: 0.0311497 | val_loss: 0.0311558 | Time: 2358.75 ms
[2022-03-09 16:03:25 main:574] : INFO : Epoch 1568 | loss: 0.0311517 | val_loss: 0.031156 | Time: 2420.55 ms
[2022-03-09 16:03:27 main:574] : INFO : Epoch 1569 | loss: 0.031149 | val_loss: 0.0311531 | Time: 2390.23 ms
[2022-03-09 16:03:30 main:574] : INFO : Epoch 1570 | loss: 0.0311483 | val_loss: 0.0311549 | Time: 2398.1 ms
[2022-03-09 16:03:32 main:574] : INFO : Epoch 1571 | loss: 0.0311486 | val_loss: 0.0311606 | Time: 2476.74 ms
[2022-03-09 16:03:35 main:574] : INFO : Epoch 1572 | loss: 0.031152 | val_loss: 0.0311531 | Time: 2427.3 ms
[2022-03-09 16:03:37 main:574] : INFO : Epoch 1573 | loss: 0.0311487 | val_loss: 0.0311548 | Time: 2504.02 ms
[2022-03-09 16:03:39 main:574] : INFO : Epoch 1574 | loss: 0.0311485 | val_loss: 0.0311524 | Time: 2394.9 ms
[2022-03-09 16:03:42 main:574] : INFO : Epoch 1575 | loss: 0.0311497 | val_loss: 0.0311518 | Time: 2676.68 ms
[2022-03-09 16:03:45 main:574] : INFO : Epoch 1576 | loss: 0.0311526 | val_loss: 0.0311555 | Time: 2491.43 ms
[2022-03-09 16:03:47 main:574] : INFO : Epoch 1577 | loss: 0.0311501 | val_loss: 0.0311511 | Time: 2396.05 ms
[2022-03-09 16:03:50 main:574] : INFO : Epoch 1578 | loss: 0.0311484 | val_loss: 0.0311557 | Time: 2383.45 ms
[2022-03-09 16:03:52 main:574] : INFO : Epoch 1579 | loss: 0.0311496 | val_loss: 0.0311524 | Time: 2395.24 ms
[2022-03-09 16:03:54 main:574] : INFO : Epoch 1580 | loss: 0.0311485 | val_loss: 0.031153 | Time: 2372.6 ms
[2022-03-09 16:03:57 main:574] : INFO : Epoch 1581 | loss: 0.0311497 | val_loss: 0.0311588 | Time: 2368 ms
[2022-03-09 16:04:00 main:574] : INFO : Epoch 1582 | loss: 0.0311515 | val_loss: 0.0311558 | Time: 2851.84 ms
[2022-03-09 16:04:02 main:574] : INFO : Epoch 1583 | loss: 0.0311497 | val_loss: 0.0311547 | Time: 2472.8 ms
[2022-03-09 16:04:05 main:574] : INFO : Epoch 1584 | loss: 0.0311492 | val_loss: 0.0311535 | Time: 2424.51 ms
[2022-03-09 16:04:07 main:574] : INFO : Epoch 1585 | loss: 0.0311514 | val_loss: 0.0311533 | Time: 2580.03 ms
[2022-03-09 16:04:10 main:574] : INFO : Epoch 1586 | loss: 0.0311498 | val_loss: 0.0311543 | Time: 2740.22 ms
[2022-03-09 16:04:13 main:574] : INFO : Epoch 1587 | loss: 0.0311503 | val_loss: 0.0311559 | Time: 2548.78 ms
[2022-03-09 16:04:15 main:574] : INFO : Epoch 1588 | loss: 0.0311492 | val_loss: 0.0311561 | Time: 2306.4 ms
[2022-03-09 16:04:17 main:574] : INFO : Epoch 1589 | loss: 0.031151 | val_loss: 0.0311619 | Time: 2317.14 ms
[2022-03-09 16:04:20 main:574] : INFO : Epoch 1590 | loss: 0.0311553 | val_loss: 0.0311582 | Time: 2346.82 ms
[2022-03-09 16:04:22 main:574] : INFO : Epoch 1591 | loss: 0.0311504 | val_loss: 0.0311593 | Time: 2331.63 ms
[2022-03-09 16:04:25 main:574] : INFO : Epoch 1592 | loss: 0.0311492 | val_loss: 0.031154 | Time: 2384.7 ms
[2022-03-09 16:04:27 main:574] : INFO : Epoch 1593 | loss: 0.0311483 | val_loss: 0.0311549 | Time: 2469.67 ms
[2022-03-09 16:04:30 main:574] : INFO : Epoch 1594 | loss: 0.0311491 | val_loss: 0.0311538 | Time: 2487.15 ms
[2022-03-09 16:04:32 main:574] : INFO : Epoch 1595 | loss: 0.0311472 | val_loss: 0.0311523 | Time: 2499.52 ms
[2022-03-09 16:04:35 main:574] : INFO : Epoch 1596 | loss: 0.0311484 | val_loss: 0.0311529 | Time: 3001.23 ms
[2022-03-09 16:04:38 main:574] : INFO : Epoch 1597 | loss: 0.0311462 | val_loss: 0.0311539 | Time: 2891.84 ms
[2022-03-09 16:04:41 main:574] : INFO : Epoch 1598 | loss: 0.0311472 | val_loss: 0.0311528 | Time: 2286.32 ms
[2022-03-09 16:04:43 main:574] : INFO : Epoch 1599 | loss: 0.0311494 | val_loss: 0.0311546 | Time: 2335.98 ms
[2022-03-09 16:04:45 main:574] : INFO : Epoch 1600 | loss: 0.0311477 | val_loss: 0.0311522 | Time: 2327.12 ms
[2022-03-09 16:04:48 main:574] : INFO : Epoch 1601 | loss: 0.0311489 | val_loss: 0.0311539 | Time: 2682.59 ms
[2022-03-09 16:04:50 main:574] : INFO : Epoch 1602 | loss: 0.0311518 | val_loss: 0.0311546 | Time: 2371.3 ms
[2022-03-09 16:04:53 main:574] : INFO : Epoch 1603 | loss: 0.0311501 | val_loss: 0.0311544 | Time: 2326.81 ms
[2022-03-09 16:04:55 main:574] : INFO : Epoch 1604 | loss: 0.0311517 | val_loss: 0.0311567 | Time: 2475.16 ms
[2022-03-09 16:04:58 main:574] : INFO : Epoch 1605 | loss: 0.0311491 | val_loss: 0.0311533 | Time: 2819.96 ms
[2022-03-09 16:05:01 main:574] : INFO : Epoch 1606 | loss: 0.0311475 | val_loss: 0.0311545 | Time: 2470.72 ms
[2022-03-09 16:05:03 main:574] : INFO : Epoch 1607 | loss: 0.0311495 | val_loss: 0.0311553 | Time: 2351.91 ms
[2022-03-09 16:05:06 main:574] : INFO : Epoch 1608 | loss: 0.0311498 | val_loss: 0.0311551 | Time: 2439.56 ms
[2022-03-09 16:05:08 main:574] : INFO : Epoch 1609 | loss: 0.0311503 | val_loss: 0.0311546 | Time: 2433.54 ms
[2022-03-09 16:05:10 main:574] : INFO : Epoch 1610 | loss: 0.0311486 | val_loss: 0.0311541 | Time: 2332.67 ms
[2022-03-09 16:05:13 main:574] : INFO : Epoch 1611 | loss: 0.0311512 | val_loss: 0.0311539 | Time: 2322.14 ms
[2022-03-09 16:05:15 main:574] : INFO : Epoch 1612 | loss: 0.0311521 | val_loss: 0.0311551 | Time: 2338.18 ms
[2022-03-09 16:05:18 main:574] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311553 | Time: 2466.02 ms
[2022-03-09 16:05:20 main:574] : INFO : Epoch 1614 | loss: 0.0311535 | val_loss: 0.0311537 | Time: 2420.39 ms
[2022-03-09 16:05:23 main:574] : INFO : Epoch 1615 | loss: 0.031151 | val_loss: 0.0311543 | Time: 2435.97 ms
[2022-03-09 16:05:25 main:574] : INFO : Epoch 1616 | loss: 0.0311519 | val_loss: 0.0311544 | Time: 2664.95 ms
[2022-03-09 16:05:28 main:574] : INFO : Epoch 1617 | loss: 0.031152 | val_loss: 0.0311597 | Time: 2441.6 ms
[2022-03-09 16:05:30 main:574] : INFO : Epoch 1618 | loss: 0.0311519 | val_loss: 0.0311519 | Time: 2429.02 ms
[2022-03-09 16:05:33 main:574] : INFO : Epoch 1619 | loss: 0.031151 | val_loss: 0.0311615 | Time: 2345.62 ms
[2022-03-09 16:05:35 main:574] : INFO : Epoch 1620 | loss: 0.0311517 | val_loss: 0.0311567 | Time: 2344.3 ms
[2022-03-09 16:05:38 main:574] : INFO : Epoch 1621 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 2549.19 ms
[2022-03-09 16:05:40 main:574] : INFO : Epoch 1622 | loss: 0.0311548 | val_loss: 0.0311527 | Time: 2381.15 ms
[2022-03-09 16:05:43 main:574] : INFO : Epoch 1623 | loss: 0.0311518 | val_loss: 0.0311552 | Time: 2483.31 ms
[2022-03-09 16:05:45 main:574] : INFO : Epoch 1624 | loss: 0.0311521 | val_loss: 0.031155 | Time: 2361.6 ms
[2022-03-09 16:05:47 main:574] : INFO : Epoch 1625 | loss: 0.0311518 | val_loss: 0.0311548 | Time: 2503.14 ms
[2022-03-09 16:05:50 main:574] : INFO : Epoch 1626 | loss: 0.0311492 | val_loss: 0.0311532 | Time: 2432.42 ms
[2022-03-09 16:05:53 main:574] : INFO : Epoch 1627 | loss: 0.0311493 | val_loss: 0.0311535 | Time: 2597.84 ms
[2022-03-09 16:05:55 main:574] : INFO : Epoch 1628 | loss: 0.0311479 | val_loss: 0.0311544 | Time: 2428.21 ms
[2022-03-09 16:05:58 main:574] : INFO : Epoch 1629 | loss: 0.0311521 | val_loss: 0.0311557 | Time: 2374.52 ms
[2022-03-09 16:06:00 main:574] : INFO : Epoch 1630 | loss: 0.0311491 | val_loss: 0.0311518 | Time: 2442.37 ms
[2022-03-09 16:06:03 main:574] : INFO : Epoch 1631 | loss: 0.0311477 | val_loss: 0.0311522 | Time: 2427.05 ms
[2022-03-09 16:06:05 main:574] : INFO : Epoch 1632 | loss: 0.0311483 | val_loss: 0.0311498 | Time: 2502.98 ms
[2022-03-09 16:06:08 main:574] : INFO : Epoch 1633 | loss: 0.0311483 | val_loss: 0.0311502 | Time: 2498.76 ms
[2022-03-09 16:06:10 main:574] : INFO : Epoch 1634 | loss: 0.0311494 | val_loss: 0.0311509 | Time: 2395.44 ms
[2022-03-09 16:06:12 main:574] : INFO : Epoch 1635 | loss: 0.0311505 | val_loss: 0.0311544 | Time: 2423.6 ms
[2022-03-09 16:06:15 main:574] : INFO : Epoch 1636 | loss: 0.0311486 | val_loss: 0.0311513 | Time: 2664.02 ms
[2022-03-09 16:06:18 main:574] : INFO : Epoch 1637 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 2383.89 ms
[2022-03-09 16:06:20 main:574] : INFO : Epoch 1638 | loss: 0.0311486 | val_loss: 0.0311516 | Time: 2421.45 ms
[2022-03-09 16:06:22 main:574] : INFO : Epoch 1639 | loss: 0.0311468 | val_loss: 0.0311502 | Time: 2345.73 ms
[2022-03-09 16:06:25 main:574] : INFO : Epoch 1640 | loss: 0.0311451 | val_loss: 0.0311501 | Time: 2584.52 ms
[2022-03-09 16:06:28 main:574] : INFO : Epoch 1641 | loss: 0.0311457 | val_loss: 0.0311502 | Time: 2486.51 ms
[2022-03-09 16:06:30 main:574] : INFO : Epoch 1642 | loss: 0.0311472 | val_loss: 0.031152 | Time: 2529.18 ms
[2022-03-09 16:06:33 main:574] : INFO : Epoch 1643 | loss: 0.0311466 | val_loss: 0.0311506 | Time: 2414.13 ms
[2022-03-09 16:06:35 main:574] : INFO : Epoch 1644 | loss: 0.0311492 | val_loss: 0.0311499 | Time: 2476.64 ms
[2022-03-09 16:06:38 main:574] : INFO : Epoch 1645 | loss: 0.0311483 | val_loss: 0.0311518 | Time: 2413.94 ms
[2022-03-09 16:06:40 main:574] : INFO : Epoch 1646 | loss: 0.0311496 | val_loss: 0.0311544 | Time: 2467.7 ms
[2022-03-09 16:06:43 main:574] : INFO : Epoch 1647 | loss: 0.0311481 | val_loss: 0.03115 | Time: 2445.51 ms
[2022-03-09 16:06:45 main:574] : INFO : Epoch 1648 | loss: 0.0311465 | val_loss: 0.0311518 | Time: 2373.36 ms
[2022-03-09 16:06:48 main:574] : INFO : Epoch 1649 | loss: 0.0311463 | val_loss: 0.0311554 | Time: 2607.48 ms
[2022-03-09 16:06:50 main:574] : INFO : Epoch 1650 | loss: 0.0311468 | val_loss: 0.0311502 | Time: 2501.17 ms
[2022-03-09 16:06:53 main:574] : INFO : Epoch 1651 | loss: 0.0311444 | val_loss: 0.0311497 | Time: 2448.99 ms
[2022-03-09 16:06:55 main:574] : INFO : Epoch 1652 | loss: 0.0311449 | val_loss: 0.0311523 | Time: 2425.33 ms
[2022-03-09 16:06:58 main:574] : INFO : Epoch 1653 | loss: 0.0311447 | val_loss: 0.0311579 | Time: 2442.52 ms
[2022-03-09 16:07:00 main:574] : INFO : Epoch 1654 | loss: 0.031146 | val_loss: 0.0311501 | Time: 2358.88 ms
[2022-03-09 16:07:02 main:574] : INFO : Epoch 1655 | loss: 0.0311456 | val_loss: 0.0311495 | Time: 2385.34 ms
[2022-03-09 16:07:05 main:574] : INFO : Epoch 1656 | loss: 0.0311452 | val_loss: 0.0311548 | Time: 2482.47 ms
[2022-03-09 16:07:08 main:574] : INFO : Epoch 1657 | loss: 0.0311473 | val_loss: 0.0311508 | Time: 2516.87 ms
[2022-03-09 16:07:10 main:574] : INFO : Epoch 1658 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 2364.86 ms
[2022-03-09 16:07:12 main:574] : INFO : Epoch 1659 | loss: 0.0311647 | val_loss: 0.0311629 | Time: 2439.08 ms
[2022-03-09 16:07:15 main:574] : INFO : Epoch 1660 | loss: 0.0311583 | val_loss: 0.0311552 | Time: 2534.91 ms
[2022-03-09 16:07:18 main:574] : INFO : Epoch 1661 | loss: 0.0311521 | val_loss: 0.031153 | Time: 2552.16 ms
[2022-03-09 16:07:20 main:574] : INFO : Epoch 1662 | loss: 0.0311518 | val_loss: 0.0311521 | Time: 2426.64 ms
[2022-03-09 16:07:22 main:574] : INFO : Epoch 1663 | loss: 0.0311488 | val_loss: 0.0311524 | Time: 2338.47 ms
[2022-03-09 16:07:25 main:574] : INFO : Epoch 1664 | loss: 0.031148 | val_loss: 0.0311554 | Time: 2470.74 ms
[2022-03-09 16:07:27 main:574] : INFO : Epoch 1665 | loss: 0.0311501 | val_loss: 0.0311533 | Time: 2518.39 ms
[2022-03-09 16:07:30 main:574] : INFO : Epoch 1666 | loss: 0.0311539 | val_loss: 0.0311548 | Time: 2438.24 ms
[2022-03-09 16:07:32 main:574] : INFO : Epoch 1667 | loss: 0.0311495 | val_loss: 0.03115 | Time: 2322.7 ms
[2022-03-09 16:07:35 main:574] : INFO : Epoch 1668 | loss: 0.0311471 | val_loss: 0.0311508 | Time: 2434.83 ms
[2022-03-09 16:07:37 main:574] : INFO : Epoch 1669 | loss: 0.0311467 | val_loss: 0.0311505 | Time: 2549.23 ms
[2022-03-09 16:07:40 main:574] : INFO : Epoch 1670 | loss: 0.0311532 | val_loss: 0.0311561 | Time: 2526.36 ms
[2022-03-09 16:07:43 main:574] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.0311554 | Time: 2448.91 ms
[2022-03-09 16:07:45 main:574] : INFO : Epoch 1672 | loss: 0.0311486 | val_loss: 0.0311547 | Time: 2629.35 ms
[2022-03-09 16:07:48 main:574] : INFO : Epoch 1673 | loss: 0.031155 | val_loss: 0.0311583 | Time: 2354.71 ms
[2022-03-09 16:07:50 main:574] : INFO : Epoch 1674 | loss: 0.031154 | val_loss: 0.0311531 | Time: 2349.9 ms
[2022-03-09 16:07:52 main:574] : INFO : Epoch 1675 | loss: 0.0311571 | val_loss: 0.031155 | Time: 2350.26 ms
[2022-03-09 16:07:55 main:574] : INFO : Epoch 1676 | loss: 0.0311558 | val_loss: 0.0311596 | Time: 2382.66 ms
[2022-03-09 16:07:57 main:574] : INFO : Epoch 1677 | loss: 0.0311501 | val_loss: 0.0311505 | Time: 2459.55 ms
[2022-03-09 16:08:00 main:574] : INFO : Epoch 1678 | loss: 0.0311488 | val_loss: 0.0311527 | Time: 2492.5 ms
[2022-03-09 16:08:02 main:574] : INFO : Epoch 1679 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 2317.72 ms
[2022-03-09 16:08:05 main:574] : INFO : Epoch 1680 | loss: 0.0311511 | val_loss: 0.031151 | Time: 2379.01 ms
[2022-03-09 16:08:07 main:574] : INFO : Epoch 1681 | loss: 0.0311478 | val_loss: 0.0311494 | Time: 2348.31 ms
[2022-03-09 16:08:10 main:574] : INFO : Epoch 1682 | loss: 0.0311478 | val_loss: 0.03115 | Time: 2433.5 ms
[2022-03-09 16:08:12 main:574] : INFO : Epoch 1683 | loss: 0.0311507 | val_loss: 0.0311572 | Time: 2322.67 ms
[2022-03-09 16:08:14 main:574] : INFO : Epoch 1684 | loss: 0.0311527 | val_loss: 0.0311504 | Time: 2343.35 ms
[2022-03-09 16:08:17 main:574] : INFO : Epoch 1685 | loss: 0.0311486 | val_loss: 0.0311529 | Time: 3008.77 ms
[2022-03-09 16:08:20 main:574] : INFO : Epoch 1686 | loss: 0.0311477 | val_loss: 0.0311535 | Time: 2479.09 ms
[2022-03-09 16:08:22 main:574] : INFO : Epoch 1687 | loss: 0.0311461 | val_loss: 0.031155 | Time: 2647.27 ms
[2022-03-09 16:08:25 main:574] : INFO : Epoch 1688 | loss: 0.0311471 | val_loss: 0.0311522 | Time: 2360 ms
[2022-03-09 16:08:27 main:574] : INFO : Epoch 1689 | loss: 0.0311447 | val_loss: 0.0311498 | Time: 2347.72 ms
[2022-03-09 16:08:30 main:574] : INFO : Epoch 1690 | loss: 0.031144 | val_loss: 0.0311498 | Time: 2367.82 ms
[2022-03-09 16:08:32 main:574] : INFO : Epoch 1691 | loss: 0.0311445 | val_loss: 0.0311489 | Time: 2465.19 ms
[2022-03-09 16:08:35 main:574] : INFO : Epoch 1692 | loss: 0.0311488 | val_loss: 0.031153 | Time: 2342.12 ms
[2022-03-09 16:08:37 main:574] : INFO : Epoch 1693 | loss: 0.0311513 | val_loss: 0.03115 | Time: 2410.84 ms
[2022-03-09 16:08:40 main:574] : INFO : Epoch 1694 | loss: 0.0311492 | val_loss: 0.0311487 | Time: 2439.34 ms
[2022-03-09 16:08:42 main:574] : INFO : Epoch 1695 | loss: 0.0311493 | val_loss: 0.0311476 | Time: 2389.39 ms
[2022-03-09 16:08:44 main:574] : INFO : Epoch 1696 | loss: 0.0311495 | val_loss: 0.0311474 | Time: 2451.17 ms
[2022-03-09 16:08:47 main:574] : INFO : Epoch 1697 | loss: 0.0311494 | val_loss: 0.0311463 | Time: 2469.92 ms
[2022-03-09 16:08:49 main:574] : INFO : Epoch 1698 | loss: 0.0311498 | val_loss: 0.0311514 | Time: 2473.06 ms
[2022-03-09 16:08:52 main:574] : INFO : Epoch 1699 | loss: 0.0311498 | val_loss: 0.031149 | Time: 2432.22 ms
[2022-03-09 16:08:54 main:574] : INFO : Epoch 1700 | loss: 0.0311494 | val_loss: 0.0311513 | Time: 2494.57 ms
[2022-03-09 16:08:57 main:574] : INFO : Epoch 1701 | loss: 0.0311491 | val_loss: 0.031148 | Time: 2413.43 ms
[2022-03-09 16:08:59 main:574] : INFO : Epoch 1702 | loss: 0.0311472 | val_loss: 0.0311476 | Time: 2489.56 ms
[2022-03-09 16:09:02 main:574] : INFO : Epoch 1703 | loss: 0.0311456 | val_loss: 0.031149 | Time: 2303.74 ms
[2022-03-09 16:09:04 main:574] : INFO : Epoch 1704 | loss: 0.0311478 | val_loss: 0.0311489 | Time: 2311.05 ms
[2022-03-09 16:09:06 main:574] : INFO : Epoch 1705 | loss: 0.0311446 | val_loss: 0.0311498 | Time: 2365.71 ms
[2022-03-09 16:09:09 main:574] : INFO : Epoch 1706 | loss: 0.0311477 | val_loss: 0.0311508 | Time: 2376.28 ms
[2022-03-09 16:09:11 main:574] : INFO : Epoch 1707 | loss: 0.031148 | val_loss: 0.0311528 | Time: 2404.16 ms
[2022-03-09 16:09:14 main:574] : INFO : Epoch 1708 | loss: 0.0311459 | val_loss: 0.0311489 | Time: 2614.22 ms
[2022-03-09 16:09:17 main:574] : INFO : Epoch 1709 | loss: 0.0311461 | val_loss: 0.0311476 | Time: 2505.71 ms
[2022-03-09 16:09:19 main:574] : INFO : Epoch 1710 | loss: 0.0311471 | val_loss: 0.0311483 | Time: 2416.79 ms
[2022-03-09 16:09:21 main:574] : INFO : Epoch 1711 | loss: 0.0311477 | val_loss: 0.031154 | Time: 2394.89 ms
[2022-03-09 16:09:24 main:574] : INFO : Epoch 1712 | loss: 0.0311446 | val_loss: 0.0311491 | Time: 2481.74 ms
[2022-03-09 16:09:26 main:574] : INFO : Epoch 1713 | loss: 0.0311459 | val_loss: 0.0311509 | Time: 2414.01 ms
[2022-03-09 16:09:29 main:574] : INFO : Epoch 1714 | loss: 0.0311433 | val_loss: 0.0311484 | Time: 2485.17 ms
[2022-03-09 16:09:31 main:574] : INFO : Epoch 1715 | loss: 0.0311423 | val_loss: 0.0311495 | Time: 2386.69 ms
[2022-03-09 16:09:34 main:574] : INFO : Epoch 1716 | loss: 0.0311427 | val_loss: 0.0311537 | Time: 2415.08 ms
[2022-03-09 16:09:36 main:574] : INFO : Epoch 1717 | loss: 0.0311491 | val_loss: 0.031149 | Time: 2461.66 ms
[2022-03-09 16:09:39 main:574] : INFO : Epoch 1718 | loss: 0.0311442 | val_loss: 0.0311498 | Time: 2644.34 ms
[2022-03-09 16:09:42 main:574] : INFO : Epoch 1719 | loss: 0.0311414 | val_loss: 0.0311469 | Time: 2374.7 ms
[2022-03-09 16:09:44 main:574] : INFO : Epoch 1720 | loss: 0.0311425 | val_loss: 0.0311486 | Time: 2448.25 ms
[2022-03-09 16:09:46 main:574] : INFO : Epoch 1721 | loss: 0.0311435 | val_loss: 0.0311476 | Time: 2356.08 ms
[2022-03-09 16:09:49 main:574] : INFO : Epoch 1722 | loss: 0.0311437 | val_loss: 0.0311512 | Time: 2488.65 ms
[2022-03-09 16:09:52 main:574] : INFO : Epoch 1723 | loss: 0.0311446 | val_loss: 0.031146 | Time: 2545.37 ms
[2022-03-09 16:09:54 main:574] : INFO : Epoch 1724 | loss: 0.0311417 | val_loss: 0.0311461 | Time: 2344.36 ms
[2022-03-09 16:09:56 main:574] : INFO : Epoch 1725 | loss: 0.0311405 | val_loss: 0.0311457 | Time: 2537.33 ms
[2022-03-09 16:09:59 main:574] : INFO : Epoch 1726 | loss: 0.03114 | val_loss: 0.0311467 | Time: 2354.67 ms
[2022-03-09 16:10:01 main:574] : INFO : Epoch 1727 | loss: 0.0311411 | val_loss: 0.031147 | Time: 2352.16 ms
[2022-03-09 16:10:04 main:574] : INFO : Epoch 1728 | loss: 0.0311429 | val_loss: 0.0311471 | Time: 2462.66 ms
[2022-03-09 16:10:06 main:574] : INFO : Epoch 1729 | loss: 0.0311409 | val_loss: 0.0311457 | Time: 2407.54 ms
[2022-03-09 16:10:09 main:574] : INFO : Epoch 1730 | loss: 0.031141 | val_loss: 0.0311456 | Time: 2375.71 ms
[2022-03-09 16:10:11 main:574] : INFO : Epoch 1731 | loss: 0.0311402 | val_loss: 0.0311483 | Time: 2526.58 ms
[2022-03-09 16:10:14 main:574] : INFO : Epoch 1732 | loss: 0.0311411 | val_loss: 0.0311483 | Time: 2607.23 ms
[2022-03-09 16:10:16 main:574] : INFO : Epoch 1733 | loss: 0.0311417 | val_loss: 0.0311507 | Time: 2403 ms
[2022-03-09 16:10:19 main:574] : INFO : Epoch 1734 | loss: 0.0311421 | val_loss: 0.0311516 | Time: 2322.57 ms
[2022-03-09 16:10:21 main:574] : INFO : Epoch 1735 | loss: 0.0311416 | val_loss: 0.0311488 | Time: 2326.51 ms
[2022-03-09 16:10:24 main:574] : INFO : Epoch 1736 | loss: 0.0311398 | val_loss: 0.0311479 | Time: 2514.48 ms
[2022-03-09 16:10:26 main:574] : INFO : Epoch 1737 | loss: 0.03114 | val_loss: 0.031148 | Time: 2462.65 ms
[2022-03-09 16:10:28 main:574] : INFO : Epoch 1738 | loss: 0.0311384 | val_loss: 0.0311462 | Time: 2334.72 ms
[2022-03-09 16:10:31 main:574] : INFO : Epoch 1739 | loss: 0.0311391 | val_loss: 0.0311525 | Time: 2396.18 ms
[2022-03-09 16:10:33 main:574] : INFO : Epoch 1740 | loss: 0.0311391 | val_loss: 0.0311473 | Time: 2348.95 ms
[2022-03-09 16:10:36 main:574] : INFO : Epoch 1741 | loss: 0.0311396 | val_loss: 0.0311465 | Time: 2700.68 ms
[2022-03-09 16:10:39 main:574] : INFO : Epoch 1742 | loss: 0.0311394 | val_loss: 0.0311491 | Time: 2656.25 ms
[2022-03-09 16:10:41 main:574] : INFO : Epoch 1743 | loss: 0.0311386 | val_loss: 0.031145 | Time: 2341.91 ms
[2022-03-09 16:10:44 main:574] : INFO : Epoch 1744 | loss: 0.0311377 | val_loss: 0.0311457 | Time: 2403.91 ms
[2022-03-09 16:10:46 main:574] : INFO : Epoch 1745 | loss: 0.0311378 | val_loss: 0.0311471 | Time: 2533.26 ms
[2022-03-09 16:10:49 main:574] : INFO : Epoch 1746 | loss: 0.0311385 | val_loss: 0.0311463 | Time: 2322.91 ms
[2022-03-09 16:10:51 main:574] : INFO : Epoch 1747 | loss: 0.031138 | val_loss: 0.0311471 | Time: 2325.93 ms
[2022-03-09 16:10:54 main:574] : INFO : Epoch 1748 | loss: 0.0311376 | val_loss: 0.0311443 | Time: 2761.45 ms
[2022-03-09 16:10:56 main:574] : INFO : Epoch 1749 | loss: 0.0311393 | val_loss: 0.0311457 | Time: 2381.28 ms
[2022-03-09 16:10:59 main:574] : INFO : Epoch 1750 | loss: 0.0311389 | val_loss: 0.0311521 | Time: 2564.1 ms
[2022-03-09 16:11:01 main:574] : INFO : Epoch 1751 | loss: 0.031138 | val_loss: 0.0311488 | Time: 2326.49 ms
[2022-03-09 16:11:03 main:574] : INFO : Epoch 1752 | loss: 0.0311398 | val_loss: 0.0311483 | Time: 2361.72 ms
[2022-03-09 16:11:06 main:574] : INFO : Epoch 1753 | loss: 0.0311385 | val_loss: 0.031145 | Time: 2652.81 ms
[2022-03-09 16:11:09 main:574] : INFO : Epoch 1754 | loss: 0.0311377 | val_loss: 0.031147 | Time: 2457.49 ms
[2022-03-09 16:11:11 main:574] : INFO : Epoch 1755 | loss: 0.0311387 | val_loss: 0.0311467 | Time: 2334.27 ms
[2022-03-09 16:11:13 main:574] : INFO : Epoch 1756 | loss: 0.0311392 | val_loss: 0.0311476 | Time: 2341.06 ms
[2022-03-09 16:11:16 main:574] : INFO : Epoch 1757 | loss: 0.0311412 | val_loss: 0.0311492 | Time: 2433.02 ms
[2022-03-09 16:11:18 main:574] : INFO : Epoch 1758 | loss: 0.0311448 | val_loss: 0.0311464 | Time: 2465.12 ms
[2022-03-09 16:11:21 main:574] : INFO : Epoch 1759 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 2428.72 ms
[2022-03-09 16:11:23 main:574] : INFO : Epoch 1760 | loss: 0.0311516 | val_loss: 0.0311512 | Time: 2345.13 ms
[2022-03-09 16:11:26 main:574] : INFO : Epoch 1761 | loss: 0.0311459 | val_loss: 0.0311496 | Time: 2389.19 ms
[2022-03-09 16:11:28 main:574] : INFO : Epoch 1762 | loss: 0.0311443 | val_loss: 0.0311491 | Time: 2625.76 ms
[2022-03-09 16:11:31 main:574] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311523 | Time: 2546.33 ms
[2022-03-09 16:11:34 main:574] : INFO : Epoch 1764 | loss: 0.0311479 | val_loss: 0.03115 | Time: 2681.7 ms
[2022-03-09 16:11:36 main:574] : INFO : Epoch 1765 | loss: 0.0311489 | val_loss: 0.0311558 | Time: 2327.33 ms
[2022-03-09 16:11:38 main:574] : INFO : Epoch 1766 | loss: 0.0311524 | val_loss: 0.0311486 | Time: 2312.1 ms
[2022-03-09 16:11:41 main:574] : INFO : Epoch 1767 | loss: 0.0311466 | val_loss: 0.0311494 | Time: 2483.69 ms
[2022-03-09 16:11:43 main:574] : INFO : Epoch 1768 | loss: 0.0311482 | val_loss: 0.0311528 | Time: 2309.31 ms
[2022-03-09 16:11:46 main:574] : INFO : Epoch 1769 | loss: 0.0311499 | val_loss: 0.031155 | Time: 2335.63 ms
[2022-03-09 16:11:48 main:574] : INFO : Epoch 1770 | loss: 0.0311496 | val_loss: 0.0311544 | Time: 2301.8 ms
[2022-03-09 16:11:50 main:574] : INFO : Epoch 1771 | loss: 0.0311467 | val_loss: 0.0311502 | Time: 2463.86 ms
[2022-03-09 16:11:53 main:574] : INFO : Epoch 1772 | loss: 0.0311451 | val_loss: 0.0311487 | Time: 2378.06 ms
[2022-03-09 16:11:55 main:574] : INFO : Epoch 1773 | loss: 0.0311459 | val_loss: 0.0311512 | Time: 2391.36 ms
[2022-03-09 16:11:58 main:574] : INFO : Epoch 1774 | loss: 0.0311446 | val_loss: 0.0311502 | Time: 2690.99 ms
[2022-03-09 16:12:01 main:574] : INFO : Epoch 1775 | loss: 0.0311446 | val_loss: 0.0311504 | Time: 2497.87 ms
[2022-03-09 16:12:03 main:574] : INFO : Epoch 1776 | loss: 0.0311447 | val_loss: 0.0311568 | Time: 2633.04 ms
[2022-03-09 16:12:06 main:574] : INFO : Epoch 1777 | loss: 0.0311453 | val_loss: 0.0311493 | Time: 2559.17 ms
[2022-03-09 16:12:09 main:574] : INFO : Epoch 1778 | loss: 0.0311432 | val_loss: 0.0311521 | Time: 2655.94 ms
[2022-03-09 16:12:11 main:574] : INFO : Epoch 1779 | loss: 0.0311466 | val_loss: 0.0311522 | Time: 2367.84 ms
[2022-03-09 16:12:13 main:574] : INFO : Epoch 1780 | loss: 0.0311483 | val_loss: 0.0311523 | Time: 2260.85 ms
[2022-03-09 16:12:16 main:574] : INFO : Epoch 1781 | loss: 0.0311456 | val_loss: 0.0311494 | Time: 2323.79 ms
[2022-03-09 16:12:18 main:574] : INFO : Epoch 1782 | loss: 0.0311447 | val_loss: 0.0311502 | Time: 2366.75 ms
[2022-03-09 16:12:21 main:574] : INFO : Epoch 1783 | loss: 0.0311439 | val_loss: 0.0311548 | Time: 2928.66 ms
[2022-03-09 16:12:24 main:574] : INFO : Epoch 1784 | loss: 0.031145 | val_loss: 0.0311497 | Time: 2564.8 ms
[2022-03-09 16:12:26 main:574] : INFO : Epoch 1785 | loss: 0.0311444 | val_loss: 0.0311508 | Time: 2320.39 ms
[2022-03-09 16:12:29 main:574] : INFO : Epoch 1786 | loss: 0.031143 | val_loss: 0.0311497 | Time: 2571.97 ms
[2022-03-09 16:12:31 main:574] : INFO : Epoch 1787 | loss: 0.0311425 | val_loss: 0.0311517 | Time: 2443.7 ms
[2022-03-09 16:12:34 main:574] : INFO : Epoch 1788 | loss: 0.0311408 | val_loss: 0.0311475 | Time: 2448.14 ms
[2022-03-09 16:12:36 main:574] : INFO : Epoch 1789 | loss: 0.0311406 | val_loss: 0.0311493 | Time: 2367.53 ms
[2022-03-09 16:12:38 main:574] : INFO : Epoch 1790 | loss: 0.0311405 | val_loss: 0.0311461 | Time: 2359.35 ms
[2022-03-09 16:12:41 main:574] : INFO : Epoch 1791 | loss: 0.0311401 | val_loss: 0.0311465 | Time: 2338.32 ms
[2022-03-09 16:12:43 main:574] : INFO : Epoch 1792 | loss: 0.0311417 | val_loss: 0.0311473 | Time: 2372.29 ms
[2022-03-09 16:12:46 main:574] : INFO : Epoch 1793 | loss: 0.03114 | val_loss: 0.0311464 | Time: 2901.74 ms
[2022-03-09 16:12:49 main:574] : INFO : Epoch 1794 | loss: 0.0311412 | val_loss: 0.0311493 | Time: 2458.22 ms
[2022-03-09 16:12:51 main:574] : INFO : Epoch 1795 | loss: 0.0311406 | val_loss: 0.0311462 | Time: 2411.55 ms
[2022-03-09 16:12:54 main:574] : INFO : Epoch 1796 | loss: 0.0311397 | val_loss: 0.0311483 | Time: 2514.71 ms
[2022-03-09 16:12:56 main:574] : INFO : Epoch 1797 | loss: 0.0311396 | val_loss: 0.0311471 | Time: 2371.52 ms
[2022-03-09 16:12:58 main:574] : INFO : Epoch 1798 | loss: 0.0311417 | val_loss: 0.0311464 | Time: 2399.13 ms
[2022-03-09 16:13:01 main:574] : INFO : Epoch 1799 | loss: 0.0311407 | val_loss: 0.031146 | Time: 2505.62 ms
[2022-03-09 16:13:03 main:574] : INFO : Epoch 1800 | loss: 0.0311397 | val_loss: 0.0311461 | Time: 2329.86 ms
[2022-03-09 16:13:06 main:574] : INFO : Epoch 1801 | loss: 0.031141 | val_loss: 0.0311457 | Time: 2399.07 ms
[2022-03-09 16:13:08 main:574] : INFO : Epoch 1802 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 2358.99 ms
[2022-03-09 16:13:11 main:574] : INFO : Epoch 1803 | loss: 0.0311503 | val_loss: 0.0311454 | Time: 2452.14 ms
[2022-03-09 16:13:13 main:574] : INFO : Epoch 1804 | loss: 0.0311443 | val_loss: 0.0311561 | Time: 2427.64 ms
[2022-03-09 16:13:16 main:574] : INFO : Epoch 1805 | loss: 0.0311439 | val_loss: 0.031146 | Time: 2512.54 ms
[2022-03-09 16:13:19 main:574] : INFO : Epoch 1806 | loss: 0.0311417 | val_loss: 0.0311467 | Time: 2763.84 ms
[2022-03-09 16:13:21 main:574] : INFO : Epoch 1807 | loss: 0.0311424 | val_loss: 0.0311459 | Time: 2495.33 ms
[2022-03-09 16:13:24 main:574] : INFO : Epoch 1808 | loss: 0.0311406 | val_loss: 0.0311447 | Time: 2473.35 ms
[2022-03-09 16:13:26 main:574] : INFO : Epoch 1809 | loss: 0.0311384 | val_loss: 0.0311453 | Time: 2470.78 ms
[2022-03-09 16:13:28 main:574] : INFO : Epoch 1810 | loss: 0.0311403 | val_loss: 0.0311508 | Time: 2330.4 ms
[2022-03-09 16:13:31 main:574] : INFO : Epoch 1811 | loss: 0.0311431 | val_loss: 0.0311477 | Time: 2507.85 ms
[2022-03-09 16:13:33 main:574] : INFO : Epoch 1812 | loss: 0.0311416 | val_loss: 0.0311492 | Time: 2472.88 ms
[2022-03-09 16:13:36 main:574] : INFO : Epoch 1813 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 2472.38 ms
[2022-03-09 16:13:39 main:574] : INFO : Epoch 1814 | loss: 0.031142 | val_loss: 0.0311477 | Time: 2507.92 ms
[2022-03-09 16:13:41 main:574] : INFO : Epoch 1815 | loss: 0.0311382 | val_loss: 0.031147 | Time: 2361.62 ms
[2022-03-09 16:13:43 main:574] : INFO : Epoch 1816 | loss: 0.0311394 | val_loss: 0.0311428 | Time: 2348.66 ms
[2022-03-09 16:13:46 main:574] : INFO : Epoch 1817 | loss: 0.0311377 | val_loss: 0.0311474 | Time: 2586.92 ms
[2022-03-09 16:13:48 main:574] : INFO : Epoch 1818 | loss: 0.031138 | val_loss: 0.0311432 | Time: 2361.68 ms
[2022-03-09 16:13:51 main:574] : INFO : Epoch 1819 | loss: 0.0311405 | val_loss: 0.0311458 | Time: 2433.22 ms
[2022-03-09 16:13:53 main:574] : INFO : Epoch 1820 | loss: 0.0311401 | val_loss: 0.0311461 | Time: 2470.06 ms
[2022-03-09 16:13:56 main:574] : INFO : Epoch 1821 | loss: 0.0311399 | val_loss: 0.0311493 | Time: 2422.03 ms
[2022-03-09 16:13:59 main:574] : INFO : Epoch 1822 | loss: 0.0311461 | val_loss: 0.0311557 | Time: 2644.57 ms
[2022-03-09 16:14:01 main:574] : INFO : Epoch 1823 | loss: 0.0311464 | val_loss: 0.0311466 | Time: 2477.04 ms
[2022-03-09 16:14:04 main:574] : INFO : Epoch 1824 | loss: 0.0311432 | val_loss: 0.0311459 | Time: 2467.91 ms
[2022-03-09 16:14:06 main:574] : INFO : Epoch 1825 | loss: 0.0311414 | val_loss: 0.031147 | Time: 2381.46 ms
[2022-03-09 16:14:09 main:574] : INFO : Epoch 1826 | loss: 0.0311406 | val_loss: 0.0311462 | Time: 2351.91 ms
[2022-03-09 16:14:11 main:574] : INFO : Epoch 1827 | loss: 0.0311388 | val_loss: 0.0311448 | Time: 2396.21 ms
[2022-03-09 16:14:14 main:574] : INFO : Epoch 1828 | loss: 0.03114 | val_loss: 0.0311483 | Time: 2513.93 ms
[2022-03-09 16:14:16 main:574] : INFO : Epoch 1829 | loss: 0.0311391 | val_loss: 0.0311441 | Time: 2432.06 ms
[2022-03-09 16:14:19 main:574] : INFO : Epoch 1830 | loss: 0.0311375 | val_loss: 0.031144 | Time: 2493.04 ms
[2022-03-09 16:14:22 main:574] : INFO : Epoch 1831 | loss: 0.0311386 | val_loss: 0.0311469 | Time: 2761.74 ms
[2022-03-09 16:14:25 main:574] : INFO : Epoch 1832 | loss: 0.0311432 | val_loss: 0.0311449 | Time: 2961.5 ms
[2022-03-09 16:14:27 main:574] : INFO : Epoch 1833 | loss: 0.0311401 | val_loss: 0.0311464 | Time: 2518.1 ms
[2022-03-09 16:14:30 main:574] : INFO : Epoch 1834 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 2488.78 ms
[2022-03-09 16:14:32 main:574] : INFO : Epoch 1835 | loss: 0.0311447 | val_loss: 0.0311506 | Time: 2450.18 ms
[2022-03-09 16:14:35 main:574] : INFO : Epoch 1836 | loss: 0.0311417 | val_loss: 0.0311486 | Time: 2530.75 ms
[2022-03-09 16:14:37 main:574] : INFO : Epoch 1837 | loss: 0.0311466 | val_loss: 0.0311506 | Time: 2432.45 ms
[2022-03-09 16:14:40 main:574] : INFO : Epoch 1838 | loss: 0.0311447 | val_loss: 0.0311487 | Time: 2517.82 ms
[2022-03-09 16:14:43 main:574] : INFO : Epoch 1839 | loss: 0.031143 | val_loss: 0.0311481 | Time: 2665.6 ms
[2022-03-09 16:14:46 main:574] : INFO : Epoch 1840 | loss: 0.0311463 | val_loss: 0.0311487 | Time: 2976.92 ms
[2022-03-09 16:14:49 main:574] : INFO : Epoch 1841 | loss: 0.0311458 | val_loss: 0.0311528 | Time: 2866.59 ms
[2022-03-09 16:14:51 main:574] : INFO : Epoch 1842 | loss: 0.0311572 | val_loss: 0.0311747 | Time: 2674.93 ms
[2022-03-09 16:14:54 main:574] : INFO : Epoch 1843 | loss: 0.0323009 | val_loss: 0.0398779 | Time: 2395.07 ms
[2022-03-09 16:14:56 main:574] : INFO : Epoch 1844 | loss: 0.033469 | val_loss: 0.0316512 | Time: 2432.02 ms
[2022-03-09 16:14:59 main:574] : INFO : Epoch 1845 | loss: 0.0314336 | val_loss: 0.0312382 | Time: 2413.82 ms
[2022-03-09 16:15:01 main:574] : INFO : Epoch 1846 | loss: 0.031212 | val_loss: 0.0311826 | Time: 2542.3 ms
[2022-03-09 16:15:04 main:574] : INFO : Epoch 1847 | loss: 0.0311606 | val_loss: 0.0311527 | Time: 2518.57 ms
[2022-03-09 16:15:07 main:574] : INFO : Epoch 1848 | loss: 0.0311486 | val_loss: 0.0311484 | Time: 2503.12 ms
[2022-03-09 16:15:09 main:574] : INFO : Epoch 1849 | loss: 0.0311468 | val_loss: 0.0311474 | Time: 2936 ms
[2022-03-09 16:15:12 main:574] : INFO : Epoch 1850 | loss: 0.0311452 | val_loss: 0.031147 | Time: 2741.79 ms
[2022-03-09 16:15:15 main:574] : INFO : Epoch 1851 | loss: 0.0311438 | val_loss: 0.031149 | Time: 2464.13 ms
[2022-03-09 16:15:17 main:574] : INFO : Epoch 1852 | loss: 0.0311474 | val_loss: 0.031149 | Time: 2470.71 ms
[2022-03-09 16:15:20 main:574] : INFO : Epoch 1853 | loss: 0.0311446 | val_loss: 0.0311462 | Time: 2483.79 ms
[2022-03-09 16:15:23 main:574] : INFO : Epoch 1854 | loss: 0.0311427 | val_loss: 0.0311474 | Time: 2659 ms
[2022-03-09 16:15:25 main:574] : INFO : Epoch 1855 | loss: 0.0311431 | val_loss: 0.0311462 | Time: 2520.86 ms
[2022-03-09 16:15:28 main:574] : INFO : Epoch 1856 | loss: 0.0311419 | val_loss: 0.0311484 | Time: 2477.97 ms
[2022-03-09 16:15:30 main:574] : INFO : Epoch 1857 | loss: 0.0311482 | val_loss: 0.0311468 | Time: 2322.67 ms
[2022-03-09 16:15:33 main:574] : INFO : Epoch 1858 | loss: 0.0311444 | val_loss: 0.0311445 | Time: 2571.49 ms
[2022-03-09 16:15:35 main:574] : INFO : Epoch 1859 | loss: 0.0311422 | val_loss: 0.0311487 | Time: 2312.88 ms
[2022-03-09 16:15:37 main:574] : INFO : Epoch 1860 | loss: 0.0311433 | val_loss: 0.0311446 | Time: 2287.15 ms
[2022-03-09 16:15:40 main:574] : INFO : Epoch 1861 | loss: 0.0311415 | val_loss: 0.0311443 | Time: 2298.42 ms
[2022-03-09 16:15:42 main:574] : INFO : Epoch 1862 | loss: 0.0311408 | val_loss: 0.031143 | Time: 2404.68 ms
[2022-03-09 16:15:45 main:574] : INFO : Epoch 1863 | loss: 0.0311394 | val_loss: 0.0311411 | Time: 2294.55 ms
[2022-03-09 16:15:47 main:574] : INFO : Epoch 1864 | loss: 0.0311381 | val_loss: 0.0311415 | Time: 2280.47 ms
[2022-03-09 16:15:49 main:574] : INFO : Epoch 1865 | loss: 0.0311376 | val_loss: 0.031141 | Time: 2367.53 ms
[2022-03-09 16:15:52 main:574] : INFO : Epoch 1866 | loss: 0.0311386 | val_loss: 0.0311429 | Time: 2394.13 ms
[2022-03-09 16:15:54 main:574] : INFO : Epoch 1867 | loss: 0.0311382 | val_loss: 0.0311422 | Time: 2569.78 ms
[2022-03-09 16:15:57 main:574] : INFO : Epoch 1868 | loss: 0.0311379 | val_loss: 0.0311475 | Time: 2660.94 ms
[2022-03-09 16:15:59 main:574] : INFO : Epoch 1869 | loss: 0.0311398 | val_loss: 0.0311464 | Time: 2182.5 ms
[2022-03-09 16:16:02 main:574] : INFO : Epoch 1870 | loss: 0.0311422 | val_loss: 0.0311479 | Time: 2280.15 ms
[2022-03-09 16:16:04 main:574] : INFO : Epoch 1871 | loss: 0.0311415 | val_loss: 0.0311452 | Time: 2352.14 ms
[2022-03-09 16:16:06 main:574] : INFO : Epoch 1872 | loss: 0.0311416 | val_loss: 0.0311448 | Time: 2283.16 ms
[2022-03-09 16:16:09 main:574] : INFO : Epoch 1873 | loss: 0.0311406 | val_loss: 0.031147 | Time: 2344.63 ms
[2022-03-09 16:16:11 main:574] : INFO : Epoch 1874 | loss: 0.0311428 | val_loss: 0.0311469 | Time: 2269.92 ms
[2022-03-09 16:16:13 main:574] : INFO : Epoch 1875 | loss: 0.0311457 | val_loss: 0.0311484 | Time: 2220.12 ms
[2022-03-09 16:16:16 main:574] : INFO : Epoch 1876 | loss: 0.031145 | val_loss: 0.0311455 | Time: 2213.05 ms
[2022-03-09 16:16:18 main:574] : INFO : Epoch 1877 | loss: 0.0311427 | val_loss: 0.0311466 | Time: 2239.6 ms
[2022-03-09 16:16:20 main:574] : INFO : Epoch 1878 | loss: 0.0311421 | val_loss: 0.0311486 | Time: 2351.31 ms
[2022-03-09 16:16:22 main:574] : INFO : Epoch 1879 | loss: 0.0311425 | val_loss: 0.0311502 | Time: 2253.65 ms
[2022-03-09 16:16:25 main:574] : INFO : Epoch 1880 | loss: 0.0311434 | val_loss: 0.0311484 | Time: 2371.78 ms
[2022-03-09 16:16:27 main:574] : INFO : Epoch 1881 | loss: 0.0311421 | val_loss: 0.0311494 | Time: 2370.04 ms
[2022-03-09 16:16:30 main:574] : INFO : Epoch 1882 | loss: 0.0311429 | val_loss: 0.031149 | Time: 2313.15 ms
[2022-03-09 16:16:32 main:574] : INFO : Epoch 1883 | loss: 0.0311417 | val_loss: 0.0311477 | Time: 2278.09 ms
[2022-03-09 16:16:34 main:574] : INFO : Epoch 1884 | loss: 0.03114 | val_loss: 0.0311483 | Time: 2343.13 ms
[2022-03-09 16:16:37 main:574] : INFO : Epoch 1885 | loss: 0.0311409 | val_loss: 0.0311495 | Time: 2267.05 ms
[2022-03-09 16:16:39 main:574] : INFO : Epoch 1886 | loss: 0.0311399 | val_loss: 0.0311495 | Time: 2318.89 ms
[2022-03-09 16:16:42 main:574] : INFO : Epoch 1887 | loss: 0.0311397 | val_loss: 0.0311479 | Time: 2408.8 ms
[2022-03-09 16:16:44 main:574] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311463 | Time: 2341.47 ms
[2022-03-09 16:16:46 main:574] : INFO : Epoch 1889 | loss: 0.0311395 | val_loss: 0.0311467 | Time: 2350.53 ms
[2022-03-09 16:16:49 main:574] : INFO : Epoch 1890 | loss: 0.0311386 | val_loss: 0.0311455 | Time: 2342.37 ms
[2022-03-09 16:16:51 main:574] : INFO : Epoch 1891 | loss: 0.0311381 | val_loss: 0.0311447 | Time: 2296.84 ms
[2022-03-09 16:16:53 main:574] : INFO : Epoch 1892 | loss: 0.0311359 | val_loss: 0.031146 | Time: 2311.06 ms
[2022-03-09 16:16:56 main:574] : INFO : Epoch 1893 | loss: 0.0311371 | val_loss: 0.0311435 | Time: 2514.9 ms
[2022-03-09 16:16:58 main:574] : INFO : Epoch 1894 | loss: 0.0311365 | val_loss: 0.0311438 | Time: 2381.59 ms
[2022-03-09 16:17:01 main:574] : INFO : Epoch 1895 | loss: 0.0311369 | val_loss: 0.0311467 | Time: 2278.94 ms
[2022-03-09 16:17:03 main:574] : INFO : Epoch 1896 | loss: 0.0311366 | val_loss: 0.0311443 | Time: 2307.26 ms
[2022-03-09 16:17:05 main:574] : INFO : Epoch 1897 | loss: 0.0311368 | val_loss: 0.031144 | Time: 2289.14 ms
[2022-03-09 16:17:08 main:574] : INFO : Epoch 1898 | loss: 0.0311354 | val_loss: 0.0311435 | Time: 2249.21 ms
[2022-03-09 16:17:10 main:574] : INFO : Epoch 1899 | loss: 0.0311356 | val_loss: 0.0311447 | Time: 2267.14 ms
[2022-03-09 16:17:12 main:574] : INFO : Epoch 1900 | loss: 0.0311349 | val_loss: 0.0311443 | Time: 2263.11 ms
[2022-03-09 16:17:15 main:574] : INFO : Epoch 1901 | loss: 0.0311344 | val_loss: 0.0311436 | Time: 2465.12 ms
[2022-03-09 16:17:17 main:574] : INFO : Epoch 1902 | loss: 0.031134 | val_loss: 0.0311462 | Time: 2412.65 ms
[2022-03-09 16:17:20 main:574] : INFO : Epoch 1903 | loss: 0.0311361 | val_loss: 0.0311458 | Time: 2497.22 ms
[2022-03-09 16:17:22 main:574] : INFO : Epoch 1904 | loss: 0.0311392 | val_loss: 0.0311454 | Time: 2355.83 ms
[2022-03-09 16:17:25 main:574] : INFO : Epoch 1905 | loss: 0.0311389 | val_loss: 0.0311497 | Time: 2265.8 ms
[2022-03-09 16:17:27 main:574] : INFO : Epoch 1906 | loss: 0.0311439 | val_loss: 0.0311477 | Time: 2250.43 ms
[2022-03-09 16:17:29 main:574] : INFO : Epoch 1907 | loss: 0.0311442 | val_loss: 0.0311487 | Time: 2271.93 ms
[2022-03-09 16:17:32 main:574] : INFO : Epoch 1908 | loss: 0.0311476 | val_loss: 0.0311488 | Time: 2272.58 ms
[2022-03-09 16:17:34 main:574] : INFO : Epoch 1909 | loss: 0.0311475 | val_loss: 0.0311471 | Time: 2313.92 ms
[2022-03-09 16:17:36 main:574] : INFO : Epoch 1910 | loss: 0.0311467 | val_loss: 0.0311468 | Time: 2328.52 ms
[2022-03-09 16:17:39 main:574] : INFO : Epoch 1911 | loss: 0.0311456 | val_loss: 0.0311522 | Time: 2288.64 ms
[2022-03-09 16:17:41 main:574] : INFO : Epoch 1912 | loss: 0.0311475 | val_loss: 0.0311488 | Time: 2299.11 ms
[2022-03-09 16:17:44 main:574] : INFO : Epoch 1913 | loss: 0.0311446 | val_loss: 0.0311461 | Time: 2674.75 ms
[2022-03-09 16:17:46 main:574] : INFO : Epoch 1914 | loss: 0.0311426 | val_loss: 0.0311513 | Time: 2290.97 ms
[2022-03-09 16:17:48 main:574] : INFO : Epoch 1915 | loss: 0.0311423 | val_loss: 0.0311485 | Time: 2236.46 ms
[2022-03-09 16:17:51 main:574] : INFO : Epoch 1916 | loss: 0.0311394 | val_loss: 0.0311443 | Time: 2255.23 ms
[2022-03-09 16:17:53 main:574] : INFO : Epoch 1917 | loss: 0.0311385 | val_loss: 0.0311446 | Time: 2301.85 ms
[2022-03-09 16:17:55 main:574] : INFO : Epoch 1918 | loss: 0.0311381 | val_loss: 0.0311454 | Time: 2294.77 ms
[2022-03-09 16:17:58 main:574] : INFO : Epoch 1919 | loss: 0.0311385 | val_loss: 0.0311457 | Time: 2387.65 ms
[2022-03-09 16:18:00 main:574] : INFO : Epoch 1920 | loss: 0.0311403 | val_loss: 0.0311477 | Time: 2311.21 ms
[2022-03-09 16:18:02 main:574] : INFO : Epoch 1921 | loss: 0.03114 | val_loss: 0.0311468 | Time: 2293.21 ms
[2022-03-09 16:18:05 main:574] : INFO : Epoch 1922 | loss: 0.031139 | val_loss: 0.0311459 | Time: 2277.46 ms
[2022-03-09 16:18:07 main:574] : INFO : Epoch 1923 | loss: 0.0311396 | val_loss: 0.0311438 | Time: 2471.79 ms
[2022-03-09 16:18:10 main:574] : INFO : Epoch 1924 | loss: 0.0311399 | val_loss: 0.0311433 | Time: 2301.07 ms
[2022-03-09 16:18:12 main:574] : INFO : Epoch 1925 | loss: 0.0311415 | val_loss: 0.0311488 | Time: 2614.17 ms
[2022-03-09 16:18:15 main:574] : INFO : Epoch 1926 | loss: 0.0311426 | val_loss: 0.0311482 | Time: 2285.93 ms
[2022-03-09 16:18:17 main:574] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.0311484 | Time: 2284.07 ms
[2022-03-09 16:18:19 main:574] : INFO : Epoch 1928 | loss: 0.0311433 | val_loss: 0.0311539 | Time: 2372.66 ms
[2022-03-09 16:18:22 main:574] : INFO : Epoch 1929 | loss: 0.0311487 | val_loss: 0.0311561 | Time: 2261.52 ms
[2022-03-09 16:18:24 main:574] : INFO : Epoch 1930 | loss: 0.0311512 | val_loss: 0.0311563 | Time: 2299.03 ms
[2022-03-09 16:18:27 main:574] : INFO : Epoch 1931 | loss: 0.0311473 | val_loss: 0.0311556 | Time: 2410.14 ms
[2022-03-09 16:18:29 main:574] : INFO : Epoch 1932 | loss: 0.0311467 | val_loss: 0.0311549 | Time: 2335.23 ms
[2022-03-09 16:18:31 main:574] : INFO : Epoch 1933 | loss: 0.0311453 | val_loss: 0.031155 | Time: 2390.7 ms
[2022-03-09 16:18:34 main:574] : INFO : Epoch 1934 | loss: 0.0311453 | val_loss: 0.0311561 | Time: 2379.44 ms
[2022-03-09 16:18:36 main:574] : INFO : Epoch 1935 | loss: 0.0311477 | val_loss: 0.0311551 | Time: 2581.14 ms
[2022-03-09 16:18:39 main:574] : INFO : Epoch 1936 | loss: 0.0311504 | val_loss: 0.0311568 | Time: 2306.39 ms
[2022-03-09 16:18:41 main:574] : INFO : Epoch 1937 | loss: 0.0311464 | val_loss: 0.0311543 | Time: 2274.89 ms
[2022-03-09 16:18:44 main:574] : INFO : Epoch 1938 | loss: 0.0311451 | val_loss: 0.0311517 | Time: 2293.8 ms
[2022-03-09 16:18:46 main:574] : INFO : Epoch 1939 | loss: 0.0311455 | val_loss: 0.0311508 | Time: 2380.92 ms
[2022-03-09 16:18:49 main:574] : INFO : Epoch 1940 | loss: 0.0311449 | val_loss: 0.0311504 | Time: 2478.45 ms
[2022-03-09 16:18:51 main:574] : INFO : Epoch 1941 | loss: 0.0311439 | val_loss: 0.0311492 | Time: 2359.69 ms
[2022-03-09 16:18:53 main:574] : INFO : Epoch 1942 | loss: 0.0311431 | val_loss: 0.0311486 | Time: 2331.44 ms
[2022-03-09 16:18:56 main:574] : INFO : Epoch 1943 | loss: 0.031143 | val_loss: 0.0311505 | Time: 2349.07 ms
[2022-03-09 16:18:58 main:574] : INFO : Epoch 1944 | loss: 0.0311427 | val_loss: 0.0311503 | Time: 2583.16 ms
[2022-03-09 16:19:01 main:574] : INFO : Epoch 1945 | loss: 0.0311425 | val_loss: 0.0311505 | Time: 2387.58 ms
[2022-03-09 16:19:03 main:574] : INFO : Epoch 1946 | loss: 0.0311425 | val_loss: 0.0311519 | Time: 2274.41 ms
[2022-03-09 16:19:05 main:574] : INFO : Epoch 1947 | loss: 0.0311417 | val_loss: 0.031149 | Time: 2305.57 ms
[2022-03-09 16:19:08 main:574] : INFO : Epoch 1948 | loss: 0.0311413 | val_loss: 0.0311501 | Time: 2266.37 ms
[2022-03-09 16:19:10 main:574] : INFO : Epoch 1949 | loss: 0.0311393 | val_loss: 0.0311484 | Time: 2354.39 ms
[2022-03-09 16:19:13 main:574] : INFO : Epoch 1950 | loss: 0.0311429 | val_loss: 0.0311549 | Time: 2481.26 ms
[2022-03-09 16:19:15 main:574] : INFO : Epoch 1951 | loss: 0.0311399 | val_loss: 0.0311514 | Time: 2322.92 ms
[2022-03-09 16:19:17 main:574] : INFO : Epoch 1952 | loss: 0.031138 | val_loss: 0.0311517 | Time: 2266.23 ms
[2022-03-09 16:19:20 main:574] : INFO : Epoch 1953 | loss: 0.0311381 | val_loss: 0.0311521 | Time: 2299.35 ms
[2022-03-09 16:19:22 main:574] : INFO : Epoch 1954 | loss: 0.031139 | val_loss: 0.0311541 | Time: 2304.77 ms
[2022-03-09 16:19:25 main:574] : INFO : Epoch 1955 | loss: 0.0311409 | val_loss: 0.0311513 | Time: 2387.34 ms
[2022-03-09 16:19:27 main:574] : INFO : Epoch 1956 | loss: 0.0311398 | val_loss: 0.0311496 | Time: 2369.95 ms
[2022-03-09 16:19:29 main:574] : INFO : Epoch 1957 | loss: 0.0311389 | val_loss: 0.0311533 | Time: 2326.39 ms
[2022-03-09 16:19:32 main:574] : INFO : Epoch 1958 | loss: 0.031141 | val_loss: 0.0311492 | Time: 2426.9 ms
[2022-03-09 16:19:34 main:574] : INFO : Epoch 1959 | loss: 0.0311423 | val_loss: 0.0311507 | Time: 2435.52 ms
[2022-03-09 16:19:37 main:574] : INFO : Epoch 1960 | loss: 0.0311406 | val_loss: 0.031149 | Time: 2314.43 ms
[2022-03-09 16:19:39 main:574] : INFO : Epoch 1961 | loss: 0.0311444 | val_loss: 0.0311496 | Time: 2287.58 ms
[2022-03-09 16:19:41 main:574] : INFO : Epoch 1962 | loss: 0.0311431 | val_loss: 0.0311476 | Time: 2283.34 ms
[2022-03-09 16:19:44 main:574] : INFO : Epoch 1963 | loss: 0.0311398 | val_loss: 0.0311457 | Time: 2277.98 ms
[2022-03-09 16:19:46 main:574] : INFO : Epoch 1964 | loss: 0.0311394 | val_loss: 0.0311466 | Time: 2288.34 ms
[2022-03-09 16:19:48 main:574] : INFO : Epoch 1965 | loss: 0.0311383 | val_loss: 0.0311459 | Time: 2198.58 ms
[2022-03-09 16:19:50 main:574] : INFO : Epoch 1966 | loss: 0.0311378 | val_loss: 0.0311463 | Time: 2226.06 ms
[2022-03-09 16:19:53 main:574] : INFO : Epoch 1967 | loss: 0.0311377 | val_loss: 0.0311471 | Time: 2235.57 ms
[2022-03-09 16:19:55 main:574] : INFO : Epoch 1968 | loss: 0.0311371 | val_loss: 0.0311469 | Time: 2313.55 ms
[2022-03-09 16:19:58 main:574] : INFO : Epoch 1969 | loss: 0.0311366 | val_loss: 0.031147 | Time: 2823.31 ms
[2022-03-09 16:20:00 main:574] : INFO : Epoch 1970 | loss: 0.0311403 | val_loss: 0.031153 | Time: 2469.56 ms
[2022-03-09 16:20:03 main:574] : INFO : Epoch 1971 | loss: 0.0311404 | val_loss: 0.0311522 | Time: 2322.99 ms
[2022-03-09 16:20:05 main:574] : INFO : Epoch 1972 | loss: 0.0311401 | val_loss: 0.0311485 | Time: 2304.58 ms
[2022-03-09 16:20:07 main:574] : INFO : Epoch 1973 | loss: 0.0311391 | val_loss: 0.0311485 | Time: 2260.9 ms
[2022-03-09 16:20:10 main:574] : INFO : Epoch 1974 | loss: 0.0311386 | val_loss: 0.0311514 | Time: 2272.23 ms
[2022-03-09 16:20:12 main:574] : INFO : Epoch 1975 | loss: 0.0311373 | val_loss: 0.0311482 | Time: 2226.01 ms
[2022-03-09 16:20:14 main:574] : INFO : Epoch 1976 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 2236.14 ms
[2022-03-09 16:20:17 main:574] : INFO : Epoch 1977 | loss: 0.0311353 | val_loss: 0.0311502 | Time: 2392.52 ms
[2022-03-09 16:20:19 main:574] : INFO : Epoch 1978 | loss: 0.0311367 | val_loss: 0.0311498 | Time: 2502.66 ms
[2022-03-09 16:20:22 main:574] : INFO : Epoch 1979 | loss: 0.0311353 | val_loss: 0.031149 | Time: 2729.46 ms
[2022-03-09 16:20:24 main:574] : INFO : Epoch 1980 | loss: 0.0311414 | val_loss: 0.031154 | Time: 2311.05 ms
[2022-03-09 16:20:27 main:574] : INFO : Epoch 1981 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 2298.55 ms
[2022-03-09 16:20:29 main:574] : INFO : Epoch 1982 | loss: 0.0311385 | val_loss: 0.0311475 | Time: 2364.54 ms
[2022-03-09 16:20:31 main:574] : INFO : Epoch 1983 | loss: 0.0311361 | val_loss: 0.0311464 | Time: 2236.76 ms
[2022-03-09 16:20:34 main:574] : INFO : Epoch 1984 | loss: 0.0311353 | val_loss: 0.0311474 | Time: 2270.44 ms
[2022-03-09 16:20:36 main:574] : INFO : Epoch 1985 | loss: 0.0311342 | val_loss: 0.0311481 | Time: 2379.1 ms
[2022-03-09 16:20:39 main:574] : INFO : Epoch 1986 | loss: 0.0311349 | val_loss: 0.0311488 | Time: 2361.49 ms
[2022-03-09 16:20:41 main:574] : INFO : Epoch 1987 | loss: 0.0311358 | val_loss: 0.0311497 | Time: 2372.9 ms
[2022-03-09 16:20:43 main:574] : INFO : Epoch 1988 | loss: 0.03114 | val_loss: 0.0311502 | Time: 2423.94 ms
[2022-03-09 16:20:46 main:574] : INFO : Epoch 1989 | loss: 0.0311393 | val_loss: 0.0311577 | Time: 2378.07 ms
[2022-03-09 16:20:48 main:574] : INFO : Epoch 1990 | loss: 0.0311397 | val_loss: 0.0311507 | Time: 2309.82 ms
[2022-03-09 16:20:51 main:574] : INFO : Epoch 1991 | loss: 0.0311364 | val_loss: 0.0311486 | Time: 2296.53 ms
[2022-03-09 16:20:53 main:574] : INFO : Epoch 1992 | loss: 0.0311444 | val_loss: 0.0311546 | Time: 2283.27 ms
[2022-03-09 16:20:55 main:574] : INFO : Epoch 1993 | loss: 0.0311498 | val_loss: 0.0311566 | Time: 2286.15 ms
[2022-03-09 16:20:58 main:574] : INFO : Epoch 1994 | loss: 0.0311484 | val_loss: 0.0311502 | Time: 2349.88 ms
[2022-03-09 16:21:00 main:574] : INFO : Epoch 1995 | loss: 0.0311438 | val_loss: 0.0311542 | Time: 2307.58 ms
[2022-03-09 16:21:02 main:574] : INFO : Epoch 1996 | loss: 0.0311414 | val_loss: 0.0311453 | Time: 2309.63 ms
[2022-03-09 16:21:05 main:574] : INFO : Epoch 1997 | loss: 0.0311438 | val_loss: 0.0311488 | Time: 2418.81 ms
[2022-03-09 16:21:07 main:574] : INFO : Epoch 1998 | loss: 0.0311469 | val_loss: 0.0311502 | Time: 2398.85 ms
[2022-03-09 16:21:09 main:574] : INFO : Epoch 1999 | loss: 0.031148 | val_loss: 0.0311565 | Time: 2326.92 ms
[2022-03-09 16:21:12 main:574] : INFO : Epoch 2000 | loss: 0.0311443 | val_loss: 0.0311616 | Time: 2379.33 ms
[2022-03-09 16:21:14 main:574] : INFO : Epoch 2001 | loss: 0.0311422 | val_loss: 0.0311432 | Time: 2378.62 ms
[2022-03-09 16:21:17 main:574] : INFO : Epoch 2002 | loss: 0.0311385 | val_loss: 0.0311439 | Time: 2383.66 ms
[2022-03-09 16:21:19 main:574] : INFO : Epoch 2003 | loss: 0.0311387 | val_loss: 0.0311436 | Time: 2338.86 ms
[2022-03-09 16:21:21 main:574] : INFO : Epoch 2004 | loss: 0.031138 | val_loss: 0.0311422 | Time: 2294.95 ms
[2022-03-09 16:21:24 main:574] : INFO : Epoch 2005 | loss: 0.0311381 | val_loss: 0.0311425 | Time: 2265.46 ms
[2022-03-09 16:21:26 main:574] : INFO : Epoch 2006 | loss: 0.0311394 | val_loss: 0.0311462 | Time: 2311.01 ms
[2022-03-09 16:21:28 main:574] : INFO : Epoch 2007 | loss: 0.0311394 | val_loss: 0.0311473 | Time: 2291.16 ms
[2022-03-09 16:21:31 main:574] : INFO : Epoch 2008 | loss: 0.0311363 | val_loss: 0.0311413 | Time: 2369.82 ms
[2022-03-09 16:21:33 main:574] : INFO : Epoch 2009 | loss: 0.0311359 | val_loss: 0.031141 | Time: 2364.66 ms
[2022-03-09 16:21:36 main:574] : INFO : Epoch 2010 | loss: 0.0311365 | val_loss: 0.0311462 | Time: 2742.26 ms
[2022-03-09 16:21:38 main:574] : INFO : Epoch 2011 | loss: 0.031141 | val_loss: 0.0311438 | Time: 2403.98 ms
[2022-03-09 16:21:41 main:574] : INFO : Epoch 2012 | loss: 0.0311395 | val_loss: 0.0311482 | Time: 2307.75 ms
[2022-03-09 16:21:43 main:574] : INFO : Epoch 2013 | loss: 0.03114 | val_loss: 0.0311454 | Time: 2323.38 ms
[2022-03-09 16:21:45 main:574] : INFO : Epoch 2014 | loss: 0.0311428 | val_loss: 0.0311434 | Time: 2287.27 ms
[2022-03-09 16:21:48 main:574] : INFO : Epoch 2015 | loss: 0.0311399 | val_loss: 0.0311434 | Time: 2269.97 ms
[2022-03-09 16:21:50 main:574] : INFO : Epoch 2016 | loss: 0.03114 | val_loss: 0.0311506 | Time: 2304.53 ms
[2022-03-09 16:21:52 main:574] : INFO : Epoch 2017 | loss: 0.0311433 | val_loss: 0.0311423 | Time: 2347.58 ms
[2022-03-09 16:21:55 main:574] : INFO : Epoch 2018 | loss: 0.0311365 | val_loss: 0.0311422 | Time: 2302.03 ms
[2022-03-09 16:21:57 main:574] : INFO : Epoch 2019 | loss: 0.0311378 | val_loss: 0.0311443 | Time: 2304.18 ms
[2022-03-09 16:21:59 main:574] : INFO : Epoch 2020 | loss: 0.0311436 | val_loss: 0.0311512 | Time: 2335.57 ms
[2022-03-09 16:22:02 main:574] : INFO : Epoch 2021 | loss: 0.0311455 | val_loss: 0.03115 | Time: 2321.96 ms
[2022-03-09 16:22:04 main:574] : INFO : Epoch 2022 | loss: 0.0311436 | val_loss: 0.0311466 | Time: 2379.03 ms
[2022-03-09 16:22:07 main:574] : INFO : Epoch 2023 | loss: 0.0311409 | val_loss: 0.0311443 | Time: 2364.24 ms
[2022-03-09 16:22:09 main:574] : INFO : Epoch 2024 | loss: 0.0311398 | val_loss: 0.0311454 | Time: 2288.6 ms
[2022-03-09 16:22:11 main:574] : INFO : Epoch 2025 | loss: 0.0311412 | val_loss: 0.0311444 | Time: 2275.91 ms
[2022-03-09 16:22:14 main:574] : INFO : Epoch 2026 | loss: 0.0311387 | val_loss: 0.0311491 | Time: 2343.96 ms
[2022-03-09 16:22:16 main:574] : INFO : Epoch 2027 | loss: 0.031138 | val_loss: 0.0311436 | Time: 2235.76 ms
[2022-03-09 16:22:18 main:574] : INFO : Epoch 2028 | loss: 0.0311363 | val_loss: 0.0311433 | Time: 2330.54 ms
[2022-03-09 16:22:21 main:574] : INFO : Epoch 2029 | loss: 0.0311365 | val_loss: 0.031145 | Time: 2337.35 ms
[2022-03-09 16:22:23 main:574] : INFO : Epoch 2030 | loss: 0.0311367 | val_loss: 0.0311434 | Time: 2279.32 ms
[2022-03-09 16:22:25 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.0311453 | Time: 2392.48 ms
[2022-03-09 16:22:28 main:574] : INFO : Epoch 2032 | loss: 0.0311442 | val_loss: 0.0311474 | Time: 2755.05 ms
[2022-03-09 16:22:30 main:574] : INFO : Epoch 2033 | loss: 0.0311464 | val_loss: 0.031144 | Time: 2262.68 ms
[2022-03-09 16:22:33 main:574] : INFO : Epoch 2034 | loss: 0.0311415 | val_loss: 0.0311498 | Time: 2276.63 ms
[2022-03-09 16:22:35 main:574] : INFO : Epoch 2035 | loss: 0.0311402 | val_loss: 0.0311449 | Time: 2343.97 ms
[2022-03-09 16:22:38 main:574] : INFO : Epoch 2036 | loss: 0.0311381 | val_loss: 0.031145 | Time: 2352.34 ms
[2022-03-09 16:22:40 main:574] : INFO : Epoch 2037 | loss: 0.0311374 | val_loss: 0.0311427 | Time: 2259.96 ms
[2022-03-09 16:22:42 main:574] : INFO : Epoch 2038 | loss: 0.0311393 | val_loss: 0.0311445 | Time: 2326.07 ms
[2022-03-09 16:22:45 main:574] : INFO : Epoch 2039 | loss: 0.0311358 | val_loss: 0.0311461 | Time: 2337.73 ms
[2022-03-09 16:22:47 main:574] : INFO : Epoch 2040 | loss: 0.0311375 | val_loss: 0.0311422 | Time: 2308.26 ms
[2022-03-09 16:22:49 main:574] : INFO : Epoch 2041 | loss: 0.0311366 | val_loss: 0.0311431 | Time: 2344.06 ms
[2022-03-09 16:22:52 main:574] : INFO : Epoch 2042 | loss: 0.0311382 | val_loss: 0.0311412 | Time: 2467.68 ms
[2022-03-09 16:22:54 main:574] : INFO : Epoch 2043 | loss: 0.0311366 | val_loss: 0.0311414 | Time: 2587.34 ms
[2022-03-09 16:22:57 main:574] : INFO : Epoch 2044 | loss: 0.0311365 | val_loss: 0.0311422 | Time: 2923.23 ms
[2022-03-09 16:23:00 main:574] : INFO : Epoch 2045 | loss: 0.0311356 | val_loss: 0.031142 | Time: 2414.67 ms
[2022-03-09 16:23:02 main:574] : INFO : Epoch 2046 | loss: 0.0311342 | val_loss: 0.0311415 | Time: 2473.01 ms
[2022-03-09 16:23:05 main:574] : INFO : Epoch 2047 | loss: 0.0311329 | val_loss: 0.0311411 | Time: 2375.46 ms
[2022-03-09 16:23:07 main:574] : INFO : Epoch 2048 | loss: 0.0311351 | val_loss: 0.0311454 | Time: 2323.13 ms
[2022-03-09 16:23:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311454
[2022-03-09 16:23:07 main:603] : INFO : Saving end state to config to file
[2022-03-09 16:23:07 main:608] : INFO : Success, exiting..
16:23:07 (5972): 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)