Task 14276815
| Name | ParityModified-1647045927-4817-2-0_0 |
| Workunit | 11331654 |
| Created | 3 Apr 2022, 0:21:35 UTC |
| Sent | 8 Apr 2022, 14:37:45 UTC |
| Report deadline | 16 Apr 2022, 14:37:45 UTC |
| Received | 8 Apr 2022, 17:27:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 5 sec |
| CPU time | 1 hours 24 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311493 | val_loss: 0.0311585 | Time: 2486.56 ms [2022-04-08 13:06:20 main:574] : INFO : Epoch 1543 | loss: 0.0311479 | val_loss: 0.0311545 | Time: 2513.16 ms [2022-04-08 13:06:22 main:574] : INFO : Epoch 1544 | loss: 0.0311476 | val_loss: 0.0311558 | Time: 2505.47 ms [2022-04-08 13:06:25 main:574] : INFO : Epoch 1545 | loss: 0.0311473 | val_loss: 0.0311618 | Time: 2490.86 ms [2022-04-08 13:06:27 main:574] : INFO : Epoch 1546 | loss: 0.0311465 | val_loss: 0.0311543 | Time: 2512.89 ms [2022-04-08 13:06:30 main:574] : INFO : Epoch 1547 | loss: 0.0311508 | val_loss: 0.0311607 | Time: 2487.53 ms [2022-04-08 13:06:32 main:574] : INFO : Epoch 1548 | loss: 0.0311501 | val_loss: 0.0311583 | Time: 2510.25 ms [2022-04-08 13:06:35 main:574] : INFO : Epoch 1549 | loss: 0.0311446 | val_loss: 0.0311637 | Time: 2517.7 ms [2022-04-08 13:06:37 main:574] : INFO : Epoch 1550 | loss: 0.031148 | val_loss: 0.0311575 | Time: 2481.78 ms [2022-04-08 13:06:40 main:574] : INFO : Epoch 1551 | loss: 0.0311452 | val_loss: 0.0311536 | Time: 2486.69 ms [2022-04-08 13:06:42 main:574] : INFO : Epoch 1552 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 2457.6 ms [2022-04-08 13:06:45 main:574] : INFO : Epoch 1553 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 2489.56 ms [2022-04-08 13:06:47 main:574] : INFO : Epoch 1554 | loss: 0.0311444 | val_loss: 0.0311573 | Time: 2482.11 ms [2022-04-08 13:06:50 main:574] : INFO : Epoch 1555 | loss: 0.0311458 | val_loss: 0.0311575 | Time: 2485.04 ms [2022-04-08 13:06:52 main:574] : INFO : Epoch 1556 | loss: 0.0311424 | val_loss: 0.0311541 | Time: 2510.48 ms [2022-04-08 13:06:55 main:574] : INFO : Epoch 1557 | loss: 0.0311421 | val_loss: 0.0311568 | Time: 2512.15 ms [2022-04-08 13:06:57 main:574] : INFO : Epoch 1558 | loss: 0.0311411 | val_loss: 0.0311622 | Time: 2502.15 ms [2022-04-08 13:07:00 main:574] : INFO : Epoch 1559 | loss: 0.031142 | val_loss: 0.0311561 | Time: 2494.81 ms [2022-04-08 13:07:02 main:574] : INFO : Epoch 1560 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 2496.06 ms [2022-04-08 13:07:05 main:574] : INFO : Epoch 1561 | loss: 0.0311405 | val_loss: 0.0311622 | Time: 2513.95 ms [2022-04-08 13:07:07 main:574] : INFO : Epoch 1562 | loss: 0.0311434 | val_loss: 0.031164 | Time: 2520.31 ms [2022-04-08 13:07:10 main:574] : INFO : Epoch 1563 | loss: 0.0311445 | val_loss: 0.0311532 | Time: 2496.88 ms [2022-04-08 13:07:12 main:574] : INFO : Epoch 1564 | loss: 0.0311437 | val_loss: 0.031157 | Time: 2501.26 ms [2022-04-08 13:07:15 main:574] : INFO : Epoch 1565 | loss: 0.0311451 | val_loss: 0.0311534 | Time: 2486.26 ms [2022-04-08 13:07:17 main:574] : INFO : Epoch 1566 | loss: 0.0311442 | val_loss: 0.0311571 | Time: 2493.12 ms [2022-04-08 13:07:20 main:574] : INFO : Epoch 1567 | loss: 0.031147 | val_loss: 0.0311641 | Time: 2505.6 ms [2022-04-08 13:07:22 main:574] : INFO : Epoch 1568 | loss: 0.031142 | val_loss: 0.0311579 | Time: 2489.32 ms [2022-04-08 13:07:25 main:574] : INFO : Epoch 1569 | loss: 0.0311424 | val_loss: 0.0311571 | Time: 2476.6 ms [2022-04-08 13:07:27 main:574] : INFO : Epoch 1570 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 2479.75 ms [2022-04-08 13:07:30 main:574] : INFO : Epoch 1571 | loss: 0.0311414 | val_loss: 0.0311554 | Time: 2481.54 ms [2022-04-08 13:07:32 main:574] : INFO : Epoch 1572 | loss: 0.0311409 | val_loss: 0.0311553 | Time: 2465.52 ms [2022-04-08 13:07:35 main:574] : INFO : Epoch 1573 | loss: 0.0311418 | val_loss: 0.0311549 | Time: 2481.24 ms [2022-04-08 13:07:37 main:574] : INFO : Epoch 1574 | loss: 0.0311407 | val_loss: 0.031155 | Time: 2485.35 ms [2022-04-08 13:07:40 main:574] : INFO : Epoch 1575 | loss: 0.0311424 | val_loss: 0.0311528 | Time: 2517.38 ms [2022-04-08 13:07:42 main:574] : INFO : Epoch 1576 | loss: 0.0311429 | val_loss: 0.0311564 | Time: 2468.88 ms [2022-04-08 13:07:45 main:574] : INFO : Epoch 1577 | loss: 0.0311442 | val_loss: 0.0311553 | Time: 2508.45 ms [2022-04-08 13:07:47 main:574] : INFO : Epoch 1578 | loss: 0.0311441 | val_loss: 0.0311534 | Time: 2488.7 ms [2022-04-08 13:07:50 main:574] : INFO : Epoch 1579 | loss: 0.0311441 | val_loss: 0.0311514 | Time: 2503.75 ms [2022-04-08 13:07:52 main:574] : INFO : Epoch 1580 | loss: 0.0311435 | val_loss: 0.031157 | Time: 2509.38 ms [2022-04-08 13:07:55 main:574] : INFO : Epoch 1581 | loss: 0.0311439 | val_loss: 0.0311553 | Time: 2515.95 ms [2022-04-08 13:07:57 main:574] : INFO : Epoch 1582 | loss: 0.0311426 | val_loss: 0.031157 | Time: 2496.59 ms [2022-04-08 13:08:00 main:574] : INFO : Epoch 1583 | loss: 0.0311414 | val_loss: 0.0311565 | Time: 2516.05 ms [2022-04-08 13:08:02 main:574] : INFO : Epoch 1584 | loss: 0.0311427 | val_loss: 0.0311552 | Time: 2482.71 ms [2022-04-08 13:08:05 main:574] : INFO : Epoch 1585 | loss: 0.0311422 | val_loss: 0.0311591 | Time: 2504.19 ms [2022-04-08 13:08:07 main:574] : INFO : Epoch 1586 | loss: 0.0311427 | val_loss: 0.0311528 | Time: 2519.88 ms [2022-04-08 13:08:10 main:574] : INFO : Epoch 1587 | loss: 0.0311423 | val_loss: 0.0311545 | Time: 2482.38 ms [2022-04-08 13:08:12 main:574] : INFO : Epoch 1588 | loss: 0.0311428 | val_loss: 0.0311559 | Time: 2508.51 ms [2022-04-08 13:08:15 main:574] : INFO : Epoch 1589 | loss: 0.0311414 | val_loss: 0.0311554 | Time: 2499.6 ms [2022-04-08 13:08:17 main:574] : INFO : Epoch 1590 | loss: 0.0311408 | val_loss: 0.0311543 | Time: 2461.9 ms [2022-04-08 13:08:20 main:574] : INFO : Epoch 1591 | loss: 0.031143 | val_loss: 0.0311587 | Time: 2518.96 ms [2022-04-08 13:08:22 main:574] : INFO : Epoch 1592 | loss: 0.0311476 | val_loss: 0.0311604 | Time: 2494.61 ms [2022-04-08 13:08:25 main:574] : INFO : Epoch 1593 | loss: 0.0311474 | val_loss: 0.0311554 | Time: 2498.62 ms [2022-04-08 13:08:27 main:574] : INFO : Epoch 1594 | loss: 0.0311446 | val_loss: 0.031156 | Time: 2509.2 ms [2022-04-08 13:08:30 main:574] : INFO : Epoch 1595 | loss: 0.0311486 | val_loss: 0.0311571 | Time: 2499.15 ms [2022-04-08 13:08:32 main:574] : INFO : Epoch 1596 | loss: 0.0311521 | val_loss: 0.0311701 | Time: 2493.54 ms [2022-04-08 13:08:35 main:574] : INFO : Epoch 1597 | loss: 0.0311466 | val_loss: 0.031157 | Time: 2503.93 ms [2022-04-08 13:08:37 main:574] : INFO : Epoch 1598 | loss: 0.0311459 | val_loss: 0.0311602 | Time: 2479.32 ms [2022-04-08 13:08:40 main:574] : INFO : Epoch 1599 | loss: 0.0311458 | val_loss: 0.031163 | Time: 2504.89 ms [2022-04-08 13:08:42 main:574] : INFO : Epoch 1600 | loss: 0.0311465 | val_loss: 0.0311555 | Time: 2491.32 ms [2022-04-08 13:08:45 main:574] : INFO : Epoch 1601 | loss: 0.0311428 | val_loss: 0.031155 | Time: 2517.07 ms [2022-04-08 13:08:47 main:574] : INFO : Epoch 1602 | loss: 0.0311416 | val_loss: 0.0311528 | Time: 2510.54 ms [2022-04-08 13:08:50 main:574] : INFO : Epoch 1603 | loss: 0.0311452 | val_loss: 0.0311537 | Time: 2515.56 ms [2022-04-08 13:08:52 main:574] : INFO : Epoch 1604 | loss: 0.0311432 | val_loss: 0.0311588 | Time: 2504.11 ms [2022-04-08 13:08:55 main:574] : INFO : Epoch 1605 | loss: 0.0311449 | val_loss: 0.0311524 | Time: 2479.64 ms [2022-04-08 13:08:57 main:574] : INFO : Epoch 1606 | loss: 0.0311419 | val_loss: 0.0311523 | Time: 2507.99 ms [2022-04-08 13:09:00 main:574] : INFO : Epoch 1607 | loss: 0.0311406 | val_loss: 0.0311558 | Time: 2501.44 ms [2022-04-08 13:09:02 main:574] : INFO : Epoch 1608 | loss: 0.0311425 | val_loss: 0.0311596 | Time: 2506.21 ms [2022-04-08 13:09:05 main:574] : INFO : Epoch 1609 | loss: 0.0311417 | val_loss: 0.0311548 | Time: 2527.4 ms [2022-04-08 13:09:07 main:574] : INFO : Epoch 1610 | loss: 0.0311418 | val_loss: 0.0311548 | Time: 2493.47 ms [2022-04-08 13:09:10 main:574] : INFO : Epoch 1611 | loss: 0.031144 | val_loss: 0.0311578 | Time: 2524.03 ms [2022-04-08 13:09:12 main:574] : INFO : Epoch 1612 | loss: 0.0311443 | val_loss: 0.0311569 | Time: 2516.96 ms [2022-04-08 13:09:15 main:574] : INFO : Epoch 1613 | loss: 0.031142 | val_loss: 0.0311559 | Time: 2516.55 ms [2022-04-08 13:09:17 main:574] : INFO : Epoch 1614 | loss: 0.0311419 | val_loss: 0.0311572 | Time: 2512.89 ms [2022-04-08 13:09:20 main:574] : INFO : Epoch 1615 | loss: 0.0311442 | val_loss: 0.0311533 | Time: 2495.28 ms [2022-04-08 13:09:22 main:574] : INFO : Epoch 1616 | loss: 0.0311418 | val_loss: 0.0311567 | Time: 2502.04 ms [2022-04-08 13:09:25 main:574] : INFO : Epoch 1617 | loss: 0.0311454 | val_loss: 0.031157 | Time: 2495.91 ms [2022-04-08 13:09:27 main:574] : INFO : Epoch 1618 | loss: 0.0311413 | val_loss: 0.0311561 | Time: 2504.63 ms [2022-04-08 13:09:30 main:574] : INFO : Epoch 1619 | loss: 0.0311412 | val_loss: 0.0311595 | Time: 2485.19 ms [2022-04-08 13:09:32 main:574] : INFO : Epoch 1620 | loss: 0.031147 | val_loss: 0.031181 | Time: 2492.9 ms [2022-04-08 13:09:35 main:574] : INFO : Epoch 1621 | loss: 0.0324477 | val_loss: 0.0317946 | Time: 2501.93 ms [2022-04-08 13:09:37 main:574] : INFO : Epoch 1622 | loss: 0.0330299 | val_loss: 0.0313911 | Time: 2509.84 ms [2022-04-08 13:09:40 main:574] : INFO : Epoch 1623 | loss: 0.0315057 | val_loss: 0.0312956 | Time: 2507.77 ms [2022-04-08 13:09:42 main:574] : INFO : Epoch 1624 | loss: 0.0312607 | val_loss: 0.0312324 | Time: 2513.64 ms [2022-04-08 13:09:45 main:574] : INFO : Epoch 1625 | loss: 0.0312183 | val_loss: 0.0312123 | Time: 2483.86 ms [2022-04-08 13:09:47 main:574] : INFO : Epoch 1626 | loss: 0.031204 | val_loss: 0.0312008 | Time: 2505.22 ms [2022-04-08 13:09:50 main:574] : INFO : Epoch 1627 | loss: 0.0311958 | val_loss: 0.0311965 | Time: 2520.69 ms [2022-04-08 13:09:52 main:574] : INFO : Epoch 1628 | loss: 0.0311928 | val_loss: 0.0311935 | Time: 2511.3 ms [2022-04-08 13:09:55 main:574] : INFO : Epoch 1629 | loss: 0.0311916 | val_loss: 0.0311936 | Time: 2508.2 ms [2022-04-08 13:09:57 main:574] : INFO : Epoch 1630 | loss: 0.0311893 | val_loss: 0.031184 | Time: 2498.89 ms [2022-04-08 13:10:00 main:574] : INFO : Epoch 1631 | loss: 0.0311861 | val_loss: 0.0311813 | Time: 2508.36 ms [2022-04-08 13:10:02 main:574] : INFO : Epoch 1632 | loss: 0.0311835 | val_loss: 0.0311871 | Time: 2519.42 ms [2022-04-08 13:10:05 main:574] : INFO : Epoch 1633 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 2513.97 ms [2022-04-08 13:10:07 main:574] : INFO : Epoch 1634 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 2503.57 ms [2022-04-08 13:10:10 main:574] : INFO : Epoch 1635 | loss: 0.0311826 | val_loss: 0.0311809 | Time: 2503.93 ms [2022-04-08 13:10:12 main:574] : INFO : Epoch 1636 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 2500.12 ms [2022-04-08 13:10:15 main:574] : INFO : Epoch 1637 | loss: 0.03118 | val_loss: 0.0311793 | Time: 2517.08 ms [2022-04-08 13:10:18 main:574] : INFO : Epoch 1638 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 2509.43 ms [2022-04-08 13:10:20 main:574] : INFO : Epoch 1639 | loss: 0.031179 | val_loss: 0.0311775 | Time: 2507.95 ms [2022-04-08 13:10:23 main:574] : INFO : Epoch 1640 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 2521.64 ms [2022-04-08 13:10:25 main:574] : INFO : Epoch 1641 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2517.58 ms [2022-04-08 13:10:28 main:574] : INFO : Epoch 1642 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 2514.82 ms [2022-04-08 13:10:30 main:574] : INFO : Epoch 1643 | loss: 0.031179 | val_loss: 0.0311792 | Time: 2514.27 ms [2022-04-08 13:10:33 main:574] : INFO : Epoch 1644 | loss: 0.031178 | val_loss: 0.0311794 | Time: 2516.44 ms [2022-04-08 13:10:35 main:574] : INFO : Epoch 1645 | loss: 0.0311776 | val_loss: 0.0311854 | Time: 2500.04 ms [2022-04-08 13:10:38 main:574] : INFO : Epoch 1646 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 2481.43 ms [2022-04-08 13:10:40 main:574] : INFO : Epoch 1647 | loss: 0.0311771 | val_loss: 0.031176 | Time: 2487.58 ms [2022-04-08 13:10:43 main:574] : INFO : Epoch 1648 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 2530.81 ms [2022-04-08 13:10:45 main:574] : INFO : Epoch 1649 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 2521.85 ms [2022-04-08 13:10:48 main:574] : INFO : Epoch 1650 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 2493.23 ms [2022-04-08 13:10:50 main:574] : INFO : Epoch 1651 | loss: 0.0311765 | val_loss: 0.0311757 | Time: 2513.44 ms [2022-04-08 13:10:53 main:574] : INFO : Epoch 1652 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 2493.42 ms [2022-04-08 13:10:55 main:574] : INFO : Epoch 1653 | loss: 0.0311748 | val_loss: 0.0311762 | Time: 2498.34 ms [2022-04-08 13:10:58 main:574] : INFO : Epoch 1654 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 2508.84 ms [2022-04-08 13:11:00 main:574] : INFO : Epoch 1655 | loss: 0.0311766 | val_loss: 0.0311759 | Time: 2468 ms [2022-04-08 13:11:03 main:574] : INFO : Epoch 1656 | loss: 0.0311755 | val_loss: 0.031176 | Time: 2491.45 ms [2022-04-08 13:11:05 main:574] : INFO : Epoch 1657 | loss: 0.0311758 | val_loss: 0.0311763 | Time: 2488.47 ms [2022-04-08 13:11:08 main:574] : INFO : Epoch 1658 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2493.27 ms [2022-04-08 13:11:10 main:574] : INFO : Epoch 1659 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 2471.38 ms [2022-04-08 13:11:13 main:574] : INFO : Epoch 1660 | loss: 0.0311745 | val_loss: 0.0311758 | Time: 2452.65 ms [2022-04-08 13:11:15 main:574] : INFO : Epoch 1661 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 2512.54 ms [2022-04-08 13:11:18 main:574] : INFO : Epoch 1662 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 2517.93 ms [2022-04-08 13:11:20 main:574] : INFO : Epoch 1663 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 2488.88 ms [2022-04-08 13:11:23 main:574] : INFO : Epoch 1664 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2486.78 ms [2022-04-08 13:11:25 main:574] : INFO : Epoch 1665 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 2501.47 ms [2022-04-08 13:11:28 main:574] : INFO : Epoch 1666 | loss: 0.031174 | val_loss: 0.0311759 | Time: 2476.82 ms [2022-04-08 13:11:30 main:574] : INFO : Epoch 1667 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 2513.84 ms [2022-04-08 13:11:33 main:574] : INFO : Epoch 1668 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 2516.46 ms [2022-04-08 13:11:35 main:574] : INFO : Epoch 1669 | loss: 0.0311739 | val_loss: 0.0311754 | Time: 2497.54 ms [2022-04-08 13:11:38 main:574] : INFO : Epoch 1670 | loss: 0.0311728 | val_loss: 0.0311761 | Time: 2503.43 ms [2022-04-08 13:11:40 main:574] : INFO : Epoch 1671 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 2476.06 ms [2022-04-08 13:11:43 main:574] : INFO : Epoch 1672 | loss: 0.0311728 | val_loss: 0.031176 | Time: 2488.57 ms [2022-04-08 13:11:45 main:574] : INFO : Epoch 1673 | loss: 0.0311743 | val_loss: 0.0311751 | Time: 2496.05 ms [2022-04-08 13:11:48 main:574] : INFO : Epoch 1674 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 2457.28 ms [2022-04-08 13:11:50 main:574] : INFO : Epoch 1675 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 2475.06 ms [2022-04-08 13:11:52 main:574] : INFO : Epoch 1676 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 2491.91 ms [2022-04-08 13:11:55 main:574] : INFO : Epoch 1677 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 2482.09 ms [2022-04-08 13:11:57 main:574] : INFO : Epoch 1678 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2455.41 ms [2022-04-08 13:12:00 main:574] : INFO : Epoch 1679 | loss: 0.0311728 | val_loss: 0.031177 | Time: 2479.78 ms [2022-04-08 13:12:02 main:574] : INFO : Epoch 1680 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 2503.93 ms [2022-04-08 13:12:05 main:574] : INFO : Epoch 1681 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 2467.08 ms [2022-04-08 13:12:07 main:574] : INFO : Epoch 1682 | loss: 0.0311743 | val_loss: 0.0311739 | Time: 2512.6 ms [2022-04-08 13:12:10 main:574] : INFO : Epoch 1683 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 2475.26 ms [2022-04-08 13:12:12 main:574] : INFO : Epoch 1684 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 2503.65 ms [2022-04-08 13:12:15 main:574] : INFO : Epoch 1685 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 2473.36 ms [2022-04-08 13:12:17 main:574] : INFO : Epoch 1686 | loss: 0.0311733 | val_loss: 0.031174 | Time: 2495.01 ms [2022-04-08 13:12:20 main:574] : INFO : Epoch 1687 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 2459.18 ms [2022-04-08 13:12:22 main:574] : INFO : Epoch 1688 | loss: 0.031173 | val_loss: 0.0311752 | Time: 2479.46 ms [2022-04-08 13:12:25 main:574] : INFO : Epoch 1689 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 2471.25 ms [2022-04-08 13:12:27 main:574] : INFO : Epoch 1690 | loss: 0.031172 | val_loss: 0.0311732 | Time: 2485.71 ms [2022-04-08 13:12:30 main:574] : INFO : Epoch 1691 | loss: 0.0311717 | val_loss: 0.0311738 | Time: 2521.53 ms [2022-04-08 13:12:32 main:574] : INFO : Epoch 1692 | loss: 0.0311713 | val_loss: 0.031174 | Time: 2479.38 ms [2022-04-08 13:12:35 main:574] : INFO : Epoch 1693 | loss: 0.031172 | val_loss: 0.0311744 | Time: 2449.12 ms [2022-04-08 13:12:37 main:574] : INFO : Epoch 1694 | loss: 0.0311744 | val_loss: 0.0311741 | Time: 2487.44 ms [2022-04-08 13:12:40 main:574] : INFO : Epoch 1695 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 2466.49 ms [2022-04-08 13:12:42 main:574] : INFO : Epoch 1696 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 2477.49 ms [2022-04-08 13:12:45 main:574] : INFO : Epoch 1697 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 2497.45 ms [2022-04-08 13:12:47 main:574] : INFO : Epoch 1698 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 2512.18 ms [2022-04-08 13:12:50 main:574] : INFO : Epoch 1699 | loss: 0.0311728 | val_loss: 0.0311746 | Time: 2479.42 ms [2022-04-08 13:12:52 main:574] : INFO : Epoch 1700 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 2480.57 ms [2022-04-08 13:12:55 main:574] : INFO : Epoch 1701 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 2431.08 ms [2022-04-08 13:12:57 main:574] : INFO : Epoch 1702 | loss: 0.0311733 | val_loss: 0.0311761 | Time: 2493.29 ms [2022-04-08 13:13:00 main:574] : INFO : Epoch 1703 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 2472.55 ms [2022-04-08 13:13:02 main:574] : INFO : Epoch 1704 | loss: 0.0311731 | val_loss: 0.031175 | Time: 2469.69 ms [2022-04-08 13:13:04 main:574] : INFO : Epoch 1705 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 2485.45 ms [2022-04-08 13:13:07 main:574] : INFO : Epoch 1706 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2443.64 ms [2022-04-08 13:13:09 main:574] : INFO : Epoch 1707 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 2448.13 ms [2022-04-08 13:13:12 main:574] : INFO : Epoch 1708 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2478.9 ms [2022-04-08 13:13:14 main:574] : INFO : Epoch 1709 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 2460.48 ms [2022-04-08 13:13:17 main:574] : INFO : Epoch 1710 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 2472.79 ms [2022-04-08 13:13:19 main:574] : INFO : Epoch 1711 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 2455.95 ms [2022-04-08 13:13:22 main:574] : INFO : Epoch 1712 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 2483.07 ms [2022-04-08 13:13:24 main:574] : INFO : Epoch 1713 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2482.25 ms [2022-04-08 13:13:27 main:574] : INFO : Epoch 1714 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 2442.56 ms [2022-04-08 13:13:29 main:574] : INFO : Epoch 1715 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 2483.4 ms [2022-04-08 13:13:32 main:574] : INFO : Epoch 1716 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 2493.14 ms [2022-04-08 13:13:34 main:574] : INFO : Epoch 1717 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 2482.22 ms [2022-04-08 13:13:37 main:574] : INFO : Epoch 1718 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 2497.58 ms [2022-04-08 13:13:39 main:574] : INFO : Epoch 1719 | loss: 0.031175 | val_loss: 0.0311813 | Time: 2490.96 ms [2022-04-08 13:13:42 main:574] : INFO : Epoch 1720 | loss: 0.031177 | val_loss: 0.0311797 | Time: 2463.03 ms [2022-04-08 13:13:44 main:574] : INFO : Epoch 1721 | loss: 0.0311749 | val_loss: 0.0311743 | Time: 2484.06 ms [2022-04-08 13:13:47 main:574] : INFO : Epoch 1722 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2494.51 ms [2022-04-08 13:13:49 main:574] : INFO : Epoch 1723 | loss: 0.031171 | val_loss: 0.0311715 | Time: 2456.67 ms [2022-04-08 13:13:52 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 2457.58 ms [2022-04-08 13:13:54 main:574] : INFO : Epoch 1725 | loss: 0.0311772 | val_loss: 0.0311734 | Time: 2464.27 ms [2022-04-08 13:13:56 main:574] : INFO : Epoch 1726 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 2453.05 ms [2022-04-08 13:13:59 main:574] : INFO : Epoch 1727 | loss: 0.0311721 | val_loss: 0.0311715 | Time: 2440.23 ms [2022-04-08 13:14:01 main:574] : INFO : Epoch 1728 | loss: 0.0311699 | val_loss: 0.0311719 | Time: 2465.98 ms [2022-04-08 13:14:04 main:574] : INFO : Epoch 1729 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 2467.65 ms [2022-04-08 13:14:06 main:574] : INFO : Epoch 1730 | loss: 0.0311706 | val_loss: 0.0311716 | Time: 2462.85 ms [2022-04-08 13:14:09 main:574] : INFO : Epoch 1731 | loss: 0.0311695 | val_loss: 0.0311704 | Time: 2470.28 ms [2022-04-08 13:14:11 main:574] : INFO : Epoch 1732 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 2465.12 ms [2022-04-08 13:14:14 main:574] : INFO : Epoch 1733 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 2477.88 ms [2022-04-08 13:14:16 main:574] : INFO : Epoch 1734 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 2496.8 ms [2022-04-08 13:14:19 main:574] : INFO : Epoch 1735 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 2441.81 ms [2022-04-08 13:14:21 main:574] : INFO : Epoch 1736 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 2466.51 ms [2022-04-08 13:14:24 main:574] : INFO : Epoch 1737 | loss: 0.0311694 | val_loss: 0.0311728 | Time: 2476.36 ms [2022-04-08 13:14:26 main:574] : INFO : Epoch 1738 | loss: 0.0311682 | val_loss: 0.0311711 | Time: 2470.5 ms [2022-04-08 13:14:29 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 2479.71 ms [2022-04-08 13:14:31 main:574] : INFO : Epoch 1740 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 2457.82 ms [2022-04-08 13:14:33 main:574] : INFO : Epoch 1741 | loss: 0.031169 | val_loss: 0.0311699 | Time: 2500.32 ms [2022-04-08 13:14:36 main:574] : INFO : Epoch 1742 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 2461.02 ms [2022-04-08 13:14:38 main:574] : INFO : Epoch 1743 | loss: 0.0311688 | val_loss: 0.0311703 | Time: 2453.44 ms [2022-04-08 13:14:41 main:574] : INFO : Epoch 1744 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 2454.7 ms [2022-04-08 13:14:43 main:574] : INFO : Epoch 1745 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 2441.63 ms [2022-04-08 13:14:46 main:574] : INFO : Epoch 1746 | loss: 0.0311736 | val_loss: 0.0311723 | Time: 2485.38 ms [2022-04-08 13:14:48 main:574] : INFO : Epoch 1747 | loss: 0.031172 | val_loss: 0.031174 | Time: 2498.14 ms [2022-04-08 13:14:51 main:574] : INFO : Epoch 1748 | loss: 0.031171 | val_loss: 0.0311709 | Time: 2486.66 ms [2022-04-08 13:14:53 main:574] : INFO : Epoch 1749 | loss: 0.0311703 | val_loss: 0.0311703 | Time: 2436.88 ms [2022-04-08 13:14:56 main:574] : INFO : Epoch 1750 | loss: 0.0311694 | val_loss: 0.0311695 | Time: 2470.84 ms [2022-04-08 13:14:58 main:574] : INFO : Epoch 1751 | loss: 0.0311686 | val_loss: 0.03117 | Time: 2499.6 ms [2022-04-08 13:15:01 main:574] : INFO : Epoch 1752 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 2473.01 ms [2022-04-08 13:15:03 main:574] : INFO : Epoch 1753 | loss: 0.0311698 | val_loss: 0.0311708 | Time: 2497.2 ms [2022-04-08 13:15:06 main:574] : INFO : Epoch 1754 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 2513.67 ms [2022-04-08 13:15:08 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 2497.77 ms [2022-04-08 13:15:11 main:574] : INFO : Epoch 1756 | loss: 0.031174 | val_loss: 0.0311698 | Time: 2491.34 ms [2022-04-08 13:15:13 main:574] : INFO : Epoch 1757 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 2473.83 ms [2022-04-08 13:15:16 main:574] : INFO : Epoch 1758 | loss: 0.0311738 | val_loss: 0.0311696 | Time: 2454.83 ms [2022-04-08 13:15:18 main:574] : INFO : Epoch 1759 | loss: 0.0311707 | val_loss: 0.0311686 | Time: 2475.18 ms [2022-04-08 13:15:21 main:574] : INFO : Epoch 1760 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 2467.28 ms [2022-04-08 13:15:23 main:574] : INFO : Epoch 1761 | loss: 0.0311676 | val_loss: 0.031168 | Time: 2523.11 ms [2022-04-08 13:15:26 main:574] : INFO : Epoch 1762 | loss: 0.0311666 | val_loss: 0.0311668 | Time: 2496.07 ms [2022-04-08 13:15:28 main:574] : INFO : Epoch 1763 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 2512.49 ms [2022-04-08 13:15:31 main:574] : INFO : Epoch 1764 | loss: 0.0311692 | val_loss: 0.0311666 | Time: 2485.67 ms [2022-04-08 13:15:33 main:574] : INFO : Epoch 1765 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 2501.07 ms [2022-04-08 13:15:36 main:574] : INFO : Epoch 1766 | loss: 0.0311688 | val_loss: 0.031167 | Time: 2452.12 ms [2022-04-08 13:15:38 main:574] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 2479.94 ms [2022-04-08 13:15:40 main:574] : INFO : Epoch 1768 | loss: 0.0311673 | val_loss: 0.0311685 | Time: 2439.27 ms [2022-04-08 13:15:43 main:574] : INFO : Epoch 1769 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 2498.32 ms [2022-04-08 13:15:45 main:574] : INFO : Epoch 1770 | loss: 0.0311699 | val_loss: 0.0311683 | Time: 2489.36 ms [2022-04-08 13:15:48 main:574] : INFO : Epoch 1771 | loss: 0.0311654 | val_loss: 0.0311655 | Time: 2495.39 ms [2022-04-08 13:15:50 main:574] : INFO : Epoch 1772 | loss: 0.031165 | val_loss: 0.0311669 | Time: 2496.42 ms [2022-04-08 13:15:53 main:574] : INFO : Epoch 1773 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 2488.04 ms [2022-04-08 13:15:55 main:574] : INFO : Epoch 1774 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 2499.48 ms [2022-04-08 13:15:58 main:574] : INFO : Epoch 1775 | loss: 0.0311696 | val_loss: 0.0311657 | Time: 2486.25 ms [2022-04-08 13:16:00 main:574] : INFO : Epoch 1776 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2511.32 ms [2022-04-08 13:16:03 main:574] : INFO : Epoch 1777 | loss: 0.0311651 | val_loss: 0.0311655 | Time: 2516.78 ms [2022-04-08 13:16:05 main:574] : INFO : Epoch 1778 | loss: 0.031164 | val_loss: 0.0311722 | Time: 2491.65 ms [2022-04-08 13:16:08 main:574] : INFO : Epoch 1779 | loss: 0.031165 | val_loss: 0.0311652 | Time: 2476.1 ms [2022-04-08 13:16:10 main:574] : INFO : Epoch 1780 | loss: 0.0311633 | val_loss: 0.0311646 | Time: 2499.16 ms [2022-04-08 13:16:13 main:574] : INFO : Epoch 1781 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 2515.81 ms [2022-04-08 13:16:15 main:574] : INFO : Epoch 1782 | loss: 0.0311651 | val_loss: 0.031167 | Time: 2499.85 ms [2022-04-08 13:16:18 main:574] : INFO : Epoch 1783 | loss: 0.0311648 | val_loss: 0.0311657 | Time: 2454.8 ms [2022-04-08 13:16:20 main:574] : INFO : Epoch 1784 | loss: 0.0311638 | val_loss: 0.0311686 | Time: 2509.72 ms [2022-04-08 13:16:23 main:574] : INFO : Epoch 1785 | loss: 0.0311665 | val_loss: 0.0311653 | Time: 2483 ms [2022-04-08 13:16:25 main:574] : INFO : Epoch 1786 | loss: 0.0311653 | val_loss: 0.0311664 | Time: 2468.17 ms [2022-04-08 13:16:28 main:574] : INFO : Epoch 1787 | loss: 0.0311651 | val_loss: 0.031166 | Time: 2472.42 ms [2022-04-08 13:16:30 main:574] : INFO : Epoch 1788 | loss: 0.0311644 | val_loss: 0.0311665 | Time: 2474.31 ms [2022-04-08 13:16:33 main:574] : INFO : Epoch 1789 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 2473.02 ms [2022-04-08 13:16:35 main:574] : INFO : Epoch 1790 | loss: 0.0311693 | val_loss: 0.0311674 | Time: 2475.97 ms [2022-04-08 13:16:38 main:574] : INFO : Epoch 1791 | loss: 0.0311665 | val_loss: 0.0311684 | Time: 2477.67 ms [2022-04-08 13:16:40 main:574] : INFO : Epoch 1792 | loss: 0.0311667 | val_loss: 0.031166 | Time: 2478.78 ms [2022-04-08 13:16:43 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.031167 | Time: 2472.9 ms [2022-04-08 13:16:45 main:574] : INFO : Epoch 1794 | loss: 0.031165 | val_loss: 0.0311677 | Time: 2482.23 ms [2022-04-08 13:16:48 main:574] : INFO : Epoch 1795 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 2470.09 ms [2022-04-08 13:16:50 main:574] : INFO : Epoch 1796 | loss: 0.0311641 | val_loss: 0.031167 | Time: 2470.18 ms [2022-04-08 13:16:53 main:574] : INFO : Epoch 1797 | loss: 0.0311636 | val_loss: 0.0311678 | Time: 2475.63 ms [2022-04-08 13:16:55 main:574] : INFO : Epoch 1798 | loss: 0.0311639 | val_loss: 0.031167 | Time: 2464.87 ms [2022-04-08 13:16:58 main:574] : INFO : Epoch 1799 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 2479.7 ms [2022-04-08 13:17:00 main:574] : INFO : Epoch 1800 | loss: 0.0311649 | val_loss: 0.0311658 | Time: 2455.17 ms [2022-04-08 13:17:03 main:574] : INFO : Epoch 1801 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 2460.99 ms [2022-04-08 13:17:05 main:574] : INFO : Epoch 1802 | loss: 0.0311641 | val_loss: 0.0311652 | Time: 2463.48 ms [2022-04-08 13:17:07 main:574] : INFO : Epoch 1803 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 2474.68 ms [2022-04-08 13:17:10 main:574] : INFO : Epoch 1804 | loss: 0.0311641 | val_loss: 0.0311655 | Time: 2475.55 ms [2022-04-08 13:17:12 main:574] : INFO : Epoch 1805 | loss: 0.0311649 | val_loss: 0.0311666 | Time: 2444.8 ms [2022-04-08 13:17:15 main:574] : INFO : Epoch 1806 | loss: 0.0311657 | val_loss: 0.0311644 | Time: 2414.48 ms [2022-04-08 13:17:17 main:574] : INFO : Epoch 1807 | loss: 0.0311637 | val_loss: 0.0311649 | Time: 2457.74 ms [2022-04-08 13:17:20 main:574] : INFO : Epoch 1808 | loss: 0.0311665 | val_loss: 0.0311819 | Time: 2434.02 ms [2022-04-08 13:17:22 main:574] : INFO : Epoch 1809 | loss: 0.0311679 | val_loss: 0.031165 | Time: 2438.23 ms [2022-04-08 13:17:25 main:574] : INFO : Epoch 1810 | loss: 0.0311626 | val_loss: 0.0311657 | Time: 2444.85 ms [2022-04-08 13:17:27 main:574] : INFO : Epoch 1811 | loss: 0.031164 | val_loss: 0.0311652 | Time: 2455.51 ms [2022-04-08 13:17:29 main:574] : INFO : Epoch 1812 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 2459.59 ms [2022-04-08 13:17:32 main:574] : INFO : Epoch 1813 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 2479.7 ms [2022-04-08 13:17:34 main:574] : INFO : Epoch 1814 | loss: 0.0311677 | val_loss: 0.0311644 | Time: 2438.48 ms [2022-04-08 13:17:37 main:574] : INFO : Epoch 1815 | loss: 0.031163 | val_loss: 0.0311637 | Time: 2469.77 ms [2022-04-08 13:17:39 main:574] : INFO : Epoch 1816 | loss: 0.0311673 | val_loss: 0.0311651 | Time: 2466.78 ms [2022-04-08 13:17:42 main:574] : INFO : Epoch 1817 | loss: 0.0311683 | val_loss: 0.0311661 | Time: 2462.25 ms [2022-04-08 13:17:44 main:574] : INFO : Epoch 1818 | loss: 0.0311643 | val_loss: 0.0311639 | Time: 2510.18 ms [2022-04-08 13:17:47 main:574] : INFO : Epoch 1819 | loss: 0.0311615 | val_loss: 0.0311664 | Time: 2489.94 ms [2022-04-08 13:17:49 main:574] : INFO : Epoch 1820 | loss: 0.0311623 | val_loss: 0.0311629 | Time: 2509.77 ms [2022-04-08 13:17:52 main:574] : INFO : Epoch 1821 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 2499.96 ms [2022-04-08 13:17:54 main:574] : INFO : Epoch 1822 | loss: 0.0311613 | val_loss: 0.031164 | Time: 2476.01 ms [2022-04-08 13:17:57 main:574] : INFO : Epoch 1823 | loss: 0.0311613 | val_loss: 0.0311654 | Time: 2475.64 ms [2022-04-08 13:17:59 main:574] : INFO : Epoch 1824 | loss: 0.0311619 | val_loss: 0.0311648 | Time: 2489.93 ms [2022-04-08 13:18:02 main:574] : INFO : Epoch 1825 | loss: 0.0311618 | val_loss: 0.0311634 | Time: 2502.59 ms [2022-04-08 13:18:04 main:574] : INFO : Epoch 1826 | loss: 0.031161 | val_loss: 0.0311643 | Time: 2479.21 ms [2022-04-08 13:18:07 main:574] : INFO : Epoch 1827 | loss: 0.031161 | val_loss: 0.0311642 | Time: 2458.15 ms [2022-04-08 13:18:09 main:574] : INFO : Epoch 1828 | loss: 0.0311605 | val_loss: 0.0311626 | Time: 2456.8 ms [2022-04-08 13:18:12 main:574] : INFO : Epoch 1829 | loss: 0.0311621 | val_loss: 0.0311634 | Time: 2496.94 ms [2022-04-08 13:18:14 main:574] : INFO : Epoch 1830 | loss: 0.0311632 | val_loss: 0.0311645 | Time: 2470.48 ms [2022-04-08 13:18:17 main:574] : INFO : Epoch 1831 | loss: 0.0311653 | val_loss: 0.0311686 | Time: 2494.88 ms [2022-04-08 13:18:19 main:574] : INFO : Epoch 1832 | loss: 0.0311638 | val_loss: 0.0311645 | Time: 2510.27 ms [2022-04-08 13:18:22 main:574] : INFO : Epoch 1833 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 2507.4 ms [2022-04-08 13:18:24 main:574] : INFO : Epoch 1834 | loss: 0.0311616 | val_loss: 0.031165 | Time: 2498.73 ms [2022-04-08 13:18:27 main:574] : INFO : Epoch 1835 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 2492.86 ms [2022-04-08 13:18:29 main:574] : INFO : Epoch 1836 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 2466.95 ms [2022-04-08 13:18:32 main:574] : INFO : Epoch 1837 | loss: 0.0311749 | val_loss: 0.0311742 | Time: 2446.44 ms [2022-04-08 13:18:34 main:574] : INFO : Epoch 1838 | loss: 0.0311714 | val_loss: 0.0311703 | Time: 2468.75 ms [2022-04-08 13:18:37 main:574] : INFO : Epoch 1839 | loss: 0.0311688 | val_loss: 0.0311695 | Time: 2501.11 ms [2022-04-08 13:18:39 main:574] : INFO : Epoch 1840 | loss: 0.0311681 | val_loss: 0.0311653 | Time: 2466.71 ms [2022-04-08 13:18:42 main:574] : INFO : Epoch 1841 | loss: 0.0311716 | val_loss: 0.031169 | Time: 2464.02 ms [2022-04-08 13:18:44 main:574] : INFO : Epoch 1842 | loss: 0.0311675 | val_loss: 0.031167 | Time: 2474.66 ms [2022-04-08 13:18:46 main:574] : INFO : Epoch 1843 | loss: 0.0311657 | val_loss: 0.0311638 | Time: 2478.84 ms [2022-04-08 13:18:49 main:574] : INFO : Epoch 1844 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 2473.88 ms [2022-04-08 13:18:51 main:574] : INFO : Epoch 1845 | loss: 0.0311666 | val_loss: 0.0311664 | Time: 2470.22 ms [2022-04-08 13:18:54 main:574] : INFO : Epoch 1846 | loss: 0.0311679 | val_loss: 0.0311655 | Time: 2443.61 ms [2022-04-08 13:18:56 main:574] : INFO : Epoch 1847 | loss: 0.0311665 | val_loss: 0.0311656 | Time: 2497.47 ms [2022-04-08 13:18:59 main:574] : INFO : Epoch 1848 | loss: 0.0311638 | val_loss: 0.0311643 | Time: 2467.15 ms [2022-04-08 13:19:01 main:574] : INFO : Epoch 1849 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 2445.46 ms [2022-04-08 13:19:04 main:574] : INFO : Epoch 1850 | loss: 0.0311724 | val_loss: 0.0311673 | Time: 2480.63 ms [2022-04-08 13:19:06 main:574] : INFO : Epoch 1851 | loss: 0.0311653 | val_loss: 0.0311661 | Time: 2468.6 ms [2022-04-08 13:19:09 main:574] : INFO : Epoch 1852 | loss: 0.0311624 | val_loss: 0.0311642 | Time: 2475.74 ms [2022-04-08 13:19:11 main:574] : INFO : Epoch 1853 | loss: 0.0311626 | val_loss: 0.0311624 | Time: 2508.42 ms [2022-04-08 13:19:14 main:574] : INFO : Epoch 1854 | loss: 0.0311661 | val_loss: 0.0311648 | Time: 2475.86 ms [2022-04-08 13:19:16 main:574] : INFO : Epoch 1855 | loss: 0.0311628 | val_loss: 0.0311635 | Time: 2483.18 ms [2022-04-08 13:19:19 main:574] : INFO : Epoch 1856 | loss: 0.0311625 | val_loss: 0.0311628 | Time: 2475.16 ms [2022-04-08 13:19:21 main:574] : INFO : Epoch 1857 | loss: 0.0311628 | val_loss: 0.0311644 | Time: 2480.04 ms [2022-04-08 13:19:24 main:574] : INFO : Epoch 1858 | loss: 0.0311653 | val_loss: 0.0311661 | Time: 2479.2 ms [2022-04-08 13:19:26 main:574] : INFO : Epoch 1859 | loss: 0.0311619 | val_loss: 0.0311629 | Time: 2500.91 ms [2022-04-08 13:19:29 main:574] : INFO : Epoch 1860 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2476.54 ms [2022-04-08 13:19:31 main:574] : INFO : Epoch 1861 | loss: 0.031166 | val_loss: 0.0311702 | Time: 2487.55 ms [2022-04-08 13:19:34 main:574] : INFO : Epoch 1862 | loss: 0.0311676 | val_loss: 0.0311731 | Time: 2498.72 ms [2022-04-08 13:19:36 main:574] : INFO : Epoch 1863 | loss: 0.0311656 | val_loss: 0.031169 | Time: 2488.33 ms [2022-04-08 13:19:39 main:574] : INFO : Epoch 1864 | loss: 0.0311644 | val_loss: 0.0311643 | Time: 2480.72 ms [2022-04-08 13:19:41 main:574] : INFO : Epoch 1865 | loss: 0.0311606 | val_loss: 0.031163 | Time: 2467.25 ms [2022-04-08 13:19:44 main:574] : INFO : Epoch 1866 | loss: 0.0311625 | val_loss: 0.0311635 | Time: 2488.22 ms [2022-04-08 13:19:46 main:574] : INFO : Epoch 1867 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 2484.64 ms [2022-04-08 13:19:49 main:574] : INFO : Epoch 1868 | loss: 0.0311625 | val_loss: 0.0311633 | Time: 2507.64 ms [2022-04-08 13:19:51 main:574] : INFO : Epoch 1869 | loss: 0.0311614 | val_loss: 0.0311617 | Time: 2468.47 ms [2022-04-08 13:19:53 main:574] : INFO : Epoch 1870 | loss: 0.0311634 | val_loss: 0.0311641 | Time: 2470.79 ms [2022-04-08 13:19:56 main:574] : INFO : Epoch 1871 | loss: 0.0311602 | val_loss: 0.0311624 | Time: 2465 ms [2022-04-08 13:19:58 main:574] : INFO : Epoch 1872 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 2460.58 ms [2022-04-08 13:20:01 main:574] : INFO : Epoch 1873 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 2480.6 ms [2022-04-08 13:20:03 main:574] : INFO : Epoch 1874 | loss: 0.0311634 | val_loss: 0.0311635 | Time: 2454.21 ms [2022-04-08 13:20:06 main:574] : INFO : Epoch 1875 | loss: 0.0311629 | val_loss: 0.0311632 | Time: 2494.35 ms [2022-04-08 13:20:08 main:574] : INFO : Epoch 1876 | loss: 0.0311639 | val_loss: 0.0311626 | Time: 2462.94 ms [2022-04-08 13:20:11 main:574] : INFO : Epoch 1877 | loss: 0.0311653 | val_loss: 0.0311628 | Time: 2470.31 ms [2022-04-08 13:20:13 main:574] : INFO : Epoch 1878 | loss: 0.0311626 | val_loss: 0.0311621 | Time: 2520.5 ms [2022-04-08 13:20:16 main:574] : INFO : Epoch 1879 | loss: 0.0311605 | val_loss: 0.0311628 | Time: 2491.37 ms [2022-04-08 13:20:18 main:574] : INFO : Epoch 1880 | loss: 0.0311601 | val_loss: 0.0311624 | Time: 2489.01 ms [2022-04-08 13:20:21 main:574] : INFO : Epoch 1881 | loss: 0.031161 | val_loss: 0.0311626 | Time: 2511.12 ms [2022-04-08 13:20:23 main:574] : INFO : Epoch 1882 | loss: 0.0311606 | val_loss: 0.031165 | Time: 2497.96 ms [2022-04-08 13:20:26 main:574] : INFO : Epoch 1883 | loss: 0.0311628 | val_loss: 0.0311635 | Time: 2485.99 ms [2022-04-08 13:20:28 main:574] : INFO : Epoch 1884 | loss: 0.0311612 | val_loss: 0.0311617 | Time: 2486.92 ms [2022-04-08 13:20:31 main:574] : INFO : Epoch 1885 | loss: 0.0311617 | val_loss: 0.0311615 | Time: 2483.26 ms [2022-04-08 13:20:33 main:574] : INFO : Epoch 1886 | loss: 0.0311634 | val_loss: 0.0311628 | Time: 2529.36 ms [2022-04-08 13:20:36 main:574] : INFO : Epoch 1887 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 2514.81 ms [2022-04-08 13:20:38 main:574] : INFO : Epoch 1888 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 2495.75 ms [2022-04-08 13:20:41 main:574] : INFO : Epoch 1889 | loss: 0.0311616 | val_loss: 0.0311641 | Time: 2467.37 ms [2022-04-08 13:20:43 main:574] : INFO : Epoch 1890 | loss: 0.0311616 | val_loss: 0.0311625 | Time: 2492.85 ms [2022-04-08 13:20:46 main:574] : INFO : Epoch 1891 | loss: 0.0311616 | val_loss: 0.0311628 | Time: 2482.82 ms [2022-04-08 13:20:48 main:574] : INFO : Epoch 1892 | loss: 0.0311597 | val_loss: 0.0311631 | Time: 2478.78 ms [2022-04-08 13:20:51 main:574] : INFO : Epoch 1893 | loss: 0.0311604 | val_loss: 0.0311624 | Time: 2481.3 ms [2022-04-08 13:20:53 main:574] : INFO : Epoch 1894 | loss: 0.0311602 | val_loss: 0.0311665 | Time: 2486.17 ms [2022-04-08 13:20:56 main:574] : INFO : Epoch 1895 | loss: 0.0311594 | val_loss: 0.0311627 | Time: 2481.52 ms [2022-04-08 13:20:58 main:574] : INFO : Epoch 1896 | loss: 0.0311593 | val_loss: 0.0311623 | Time: 2507.73 ms [2022-04-08 13:21:01 main:574] : INFO : Epoch 1897 | loss: 0.031159 | val_loss: 0.0311621 | Time: 2471.94 ms [2022-04-08 13:21:03 main:574] : INFO : Epoch 1898 | loss: 0.0311595 | val_loss: 0.0311618 | Time: 2511.51 ms [2022-04-08 13:21:06 main:574] : INFO : Epoch 1899 | loss: 0.0311594 | val_loss: 0.0311614 | Time: 2469.14 ms [2022-04-08 13:21:08 main:574] : INFO : Epoch 1900 | loss: 0.0311594 | val_loss: 0.0311635 | Time: 2475.66 ms [2022-04-08 13:21:11 main:574] : INFO : Epoch 1901 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 2494.71 ms [2022-04-08 13:21:13 main:574] : INFO : Epoch 1902 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 2465 ms [2022-04-08 13:21:16 main:574] : INFO : Epoch 1903 | loss: 0.0311625 | val_loss: 0.0311624 | Time: 2493.49 ms [2022-04-08 13:21:18 main:574] : INFO : Epoch 1904 | loss: 0.0311598 | val_loss: 0.0311627 | Time: 2479.97 ms [2022-04-08 13:21:21 main:574] : INFO : Epoch 1905 | loss: 0.0311619 | val_loss: 0.0311633 | Time: 2481.34 ms [2022-04-08 13:21:23 main:574] : INFO : Epoch 1906 | loss: 0.0311585 | val_loss: 0.0311641 | Time: 2453.71 ms [2022-04-08 13:21:25 main:574] : INFO : Epoch 1907 | loss: 0.0311598 | val_loss: 0.0311649 | Time: 2471.82 ms [2022-04-08 13:21:28 main:574] : INFO : Epoch 1908 | loss: 0.0311599 | val_loss: 0.031166 | Time: 2515.87 ms [2022-04-08 13:21:30 main:574] : INFO : Epoch 1909 | loss: 0.0311604 | val_loss: 0.031165 | Time: 2472.27 ms [2022-04-08 13:21:33 main:574] : INFO : Epoch 1910 | loss: 0.0311615 | val_loss: 0.0311628 | Time: 2491.4 ms [2022-04-08 13:21:35 main:574] : INFO : Epoch 1911 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 2496.56 ms [2022-04-08 13:21:38 main:574] : INFO : Epoch 1912 | loss: 0.031161 | val_loss: 0.0311703 | Time: 2492.66 ms [2022-04-08 13:21:40 main:574] : INFO : Epoch 1913 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 2497.49 ms [2022-04-08 13:21:43 main:574] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 2503.98 ms [2022-04-08 13:21:45 main:574] : INFO : Epoch 1915 | loss: 0.0311587 | val_loss: 0.0311636 | Time: 2483.76 ms [2022-04-08 13:21:48 main:574] : INFO : Epoch 1916 | loss: 0.0311581 | val_loss: 0.0311639 | Time: 2517.27 ms [2022-04-08 13:21:50 main:574] : INFO : Epoch 1917 | loss: 0.0311593 | val_loss: 0.031162 | Time: 2483.32 ms [2022-04-08 13:21:53 main:574] : INFO : Epoch 1918 | loss: 0.0311589 | val_loss: 0.0311632 | Time: 2456.29 ms [2022-04-08 13:21:55 main:574] : INFO : Epoch 1919 | loss: 0.0311584 | val_loss: 0.031164 | Time: 2500.43 ms [2022-04-08 13:21:58 main:574] : INFO : Epoch 1920 | loss: 0.0311603 | val_loss: 0.0311667 | Time: 2485.75 ms [2022-04-08 13:22:00 main:574] : INFO : Epoch 1921 | loss: 0.031161 | val_loss: 0.0311688 | Time: 2485.18 ms [2022-04-08 13:22:03 main:574] : INFO : Epoch 1922 | loss: 0.031165 | val_loss: 0.0311631 | Time: 2462.58 ms [2022-04-08 13:22:05 main:574] : INFO : Epoch 1923 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 2526.37 ms [2022-04-08 13:22:08 main:574] : INFO : Epoch 1924 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 2486.12 ms [2022-04-08 13:22:10 main:574] : INFO : Epoch 1925 | loss: 0.0311624 | val_loss: 0.0311671 | Time: 2475.13 ms [2022-04-08 13:22:13 main:574] : INFO : Epoch 1926 | loss: 0.0311621 | val_loss: 0.0311622 | Time: 2501.04 ms [2022-04-08 13:22:15 main:574] : INFO : Epoch 1927 | loss: 0.0311603 | val_loss: 0.0311664 | Time: 2481.84 ms [2022-04-08 13:22:18 main:574] : INFO : Epoch 1928 | loss: 0.0311616 | val_loss: 0.0311641 | Time: 2476.88 ms [2022-04-08 13:22:20 main:574] : INFO : Epoch 1929 | loss: 0.0311595 | val_loss: 0.0311663 | Time: 2480.5 ms [2022-04-08 13:22:23 main:574] : INFO : Epoch 1930 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 2460.85 ms [2022-04-08 13:22:25 main:574] : INFO : Epoch 1931 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 2470.97 ms [2022-04-08 13:22:28 main:574] : INFO : Epoch 1932 | loss: 0.0311613 | val_loss: 0.0311625 | Time: 2488.56 ms [2022-04-08 13:22:30 main:574] : INFO : Epoch 1933 | loss: 0.031164 | val_loss: 0.0311697 | Time: 2481.12 ms [2022-04-08 13:22:33 main:574] : INFO : Epoch 1934 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 2484.4 ms [2022-04-08 13:22:35 main:574] : INFO : Epoch 1935 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 2501.15 ms [2022-04-08 13:22:38 main:574] : INFO : Epoch 1936 | loss: 0.0311606 | val_loss: 0.0311639 | Time: 2479.13 ms [2022-04-08 13:22:40 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311634 | Time: 2503.74 ms [2022-04-08 13:22:43 main:574] : INFO : Epoch 1938 | loss: 0.0311609 | val_loss: 0.0311656 | Time: 2480.43 ms [2022-04-08 13:22:45 main:574] : INFO : Epoch 1939 | loss: 0.0311609 | val_loss: 0.0311667 | Time: 2451.34 ms [2022-04-08 13:22:48 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311651 | Time: 2486.03 ms [2022-04-08 13:22:50 main:574] : INFO : Epoch 1941 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 2465.38 ms [2022-04-08 13:22:53 main:574] : INFO : Epoch 1942 | loss: 0.0311643 | val_loss: 0.0311665 | Time: 2462.82 ms [2022-04-08 13:22:55 main:574] : INFO : Epoch 1943 | loss: 0.0311631 | val_loss: 0.0311647 | Time: 2445.67 ms [2022-04-08 13:22:57 main:574] : INFO : Epoch 1944 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 2457.3 ms [2022-04-08 13:23:00 main:574] : INFO : Epoch 1945 | loss: 0.0311593 | val_loss: 0.0311657 | Time: 2464.02 ms [2022-04-08 13:23:02 main:574] : INFO : Epoch 1946 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 2461.54 ms [2022-04-08 13:23:05 main:574] : INFO : Epoch 1947 | loss: 0.0311591 | val_loss: 0.0311625 | Time: 2436.99 ms [2022-04-08 13:23:07 main:574] : INFO : Epoch 1948 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 2463.95 ms [2022-04-08 13:23:10 main:574] : INFO : Epoch 1949 | loss: 0.0311585 | val_loss: 0.0311624 | Time: 2471.45 ms [2022-04-08 13:23:12 main:574] : INFO : Epoch 1950 | loss: 0.0311581 | val_loss: 0.0311615 | Time: 2454.62 ms [2022-04-08 13:23:15 main:574] : INFO : Epoch 1951 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 2503.19 ms [2022-04-08 13:23:17 main:574] : INFO : Epoch 1952 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 2487.4 ms [2022-04-08 13:23:20 main:574] : INFO : Epoch 1953 | loss: 0.0311591 | val_loss: 0.0311637 | Time: 2467.88 ms [2022-04-08 13:23:22 main:574] : INFO : Epoch 1954 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 2444.92 ms [2022-04-08 13:23:25 main:574] : INFO : Epoch 1955 | loss: 0.0311607 | val_loss: 0.031164 | Time: 2476.22 ms [2022-04-08 13:23:27 main:574] : INFO : Epoch 1956 | loss: 0.0311605 | val_loss: 0.031168 | Time: 2489.49 ms [2022-04-08 13:23:30 main:574] : INFO : Epoch 1957 | loss: 0.0311637 | val_loss: 0.0311625 | Time: 2491.72 ms [2022-04-08 13:23:32 main:574] : INFO : Epoch 1958 | loss: 0.0311579 | val_loss: 0.0311646 | Time: 2492.82 ms [2022-04-08 13:23:35 main:574] : INFO : Epoch 1959 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 2472.22 ms [2022-04-08 13:23:37 main:574] : INFO : Epoch 1960 | loss: 0.0311605 | val_loss: 0.0311634 | Time: 2498.42 ms [2022-04-08 13:23:40 main:574] : INFO : Epoch 1961 | loss: 0.0311575 | val_loss: 0.0311632 | Time: 2488.22 ms [2022-04-08 13:23:42 main:574] : INFO : Epoch 1962 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 2496.91 ms [2022-04-08 13:23:45 main:574] : INFO : Epoch 1963 | loss: 0.0311582 | val_loss: 0.0311632 | Time: 2475.22 ms [2022-04-08 13:23:47 main:574] : INFO : Epoch 1964 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 2506.09 ms [2022-04-08 13:23:50 main:574] : INFO : Epoch 1965 | loss: 0.0311634 | val_loss: 0.0311671 | Time: 2498.95 ms [2022-04-08 13:23:52 main:574] : INFO : Epoch 1966 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 2433.62 ms [2022-04-08 13:23:54 main:574] : INFO : Epoch 1967 | loss: 0.0311589 | val_loss: 0.031163 | Time: 2492.95 ms [2022-04-08 13:23:57 main:574] : INFO : Epoch 1968 | loss: 0.0311588 | val_loss: 0.031164 | Time: 2489.46 ms [2022-04-08 13:23:59 main:574] : INFO : Epoch 1969 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 2477.81 ms [2022-04-08 13:24:02 main:574] : INFO : Epoch 1970 | loss: 0.0311613 | val_loss: 0.0311827 | Time: 2457.17 ms [2022-04-08 13:24:04 main:574] : INFO : Epoch 1971 | loss: 0.0311654 | val_loss: 0.0311746 | Time: 2479.14 ms [2022-04-08 13:24:07 main:574] : INFO : Epoch 1972 | loss: 0.0311585 | val_loss: 0.031164 | Time: 2484.86 ms [2022-04-08 13:24:09 main:574] : INFO : Epoch 1973 | loss: 0.0311576 | val_loss: 0.0311637 | Time: 2510.22 ms [2022-04-08 13:24:12 main:574] : INFO : Epoch 1974 | loss: 0.031158 | val_loss: 0.0311646 | Time: 2483.49 ms [2022-04-08 13:24:14 main:574] : INFO : Epoch 1975 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 2504.81 ms [2022-04-08 13:24:17 main:574] : INFO : Epoch 1976 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 2491.53 ms [2022-04-08 13:24:19 main:574] : INFO : Epoch 1977 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 2469.92 ms [2022-04-08 13:24:22 main:574] : INFO : Epoch 1978 | loss: 0.0311564 | val_loss: 0.031163 | Time: 2487.87 ms [2022-04-08 13:24:24 main:574] : INFO : Epoch 1979 | loss: 0.0311572 | val_loss: 0.0311638 | Time: 2456.81 ms [2022-04-08 13:24:27 main:574] : INFO : Epoch 1980 | loss: 0.0311554 | val_loss: 0.0311651 | Time: 2470.24 ms [2022-04-08 13:24:29 main:574] : INFO : Epoch 1981 | loss: 0.0311566 | val_loss: 0.031166 | Time: 2487.93 ms [2022-04-08 13:24:32 main:574] : INFO : Epoch 1982 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 2497.99 ms [2022-04-08 13:24:34 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 2517.18 ms [2022-04-08 13:24:37 main:574] : INFO : Epoch 1984 | loss: 0.0311614 | val_loss: 0.031168 | Time: 2483.07 ms [2022-04-08 13:24:39 main:574] : INFO : Epoch 1985 | loss: 0.0311602 | val_loss: 0.0311636 | Time: 2461.55 ms [2022-04-08 13:24:42 main:574] : INFO : Epoch 1986 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 2497.89 ms [2022-04-08 13:24:44 main:574] : INFO : Epoch 1987 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 2473.93 ms [2022-04-08 13:24:47 main:574] : INFO : Epoch 1988 | loss: 0.0311609 | val_loss: 0.0311631 | Time: 2459.13 ms [2022-04-08 13:24:49 main:574] : INFO : Epoch 1989 | loss: 0.03116 | val_loss: 0.0311721 | Time: 2457.23 ms [2022-04-08 13:24:52 main:574] : INFO : Epoch 1990 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 2468.88 ms [2022-04-08 13:24:54 main:574] : INFO : Epoch 1991 | loss: 0.0311595 | val_loss: 0.0311645 | Time: 2487.38 ms [2022-04-08 13:24:57 main:574] : INFO : Epoch 1992 | loss: 0.0311564 | val_loss: 0.0311652 | Time: 2510.02 ms [2022-04-08 13:24:59 main:574] : INFO : Epoch 1993 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 2488.56 ms [2022-04-08 13:25:02 main:574] : INFO : Epoch 1994 | loss: 0.0311594 | val_loss: 0.0311652 | Time: 2471.99 ms [2022-04-08 13:25:04 main:574] : INFO : Epoch 1995 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 2501.93 ms [2022-04-08 13:25:07 main:574] : INFO : Epoch 1996 | loss: 0.0311599 | val_loss: 0.0311648 | Time: 2453.85 ms [2022-04-08 13:25:09 main:574] : INFO : Epoch 1997 | loss: 0.03116 | val_loss: 0.0311678 | Time: 2467.27 ms [2022-04-08 13:25:11 main:574] : INFO : Epoch 1998 | loss: 0.0311605 | val_loss: 0.0311624 | Time: 2458.96 ms [2022-04-08 13:25:14 main:574] : INFO : Epoch 1999 | loss: 0.0311635 | val_loss: 0.0311641 | Time: 2461.89 ms [2022-04-08 13:25:16 main:574] : INFO : Epoch 2000 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 2458.6 ms [2022-04-08 13:25:19 main:574] : INFO : Epoch 2001 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 2467.5 ms [2022-04-08 13:25:21 main:574] : INFO : Epoch 2002 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 2464.97 ms [2022-04-08 13:25:24 main:574] : INFO : Epoch 2003 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2470.28 ms [2022-04-08 13:25:26 main:574] : INFO : Epoch 2004 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 2470.06 ms [2022-04-08 13:25:29 main:574] : INFO : Epoch 2005 | loss: 0.0311584 | val_loss: 0.0311629 | Time: 2475.28 ms [2022-04-08 13:25:31 main:574] : INFO : Epoch 2006 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 2466.65 ms [2022-04-08 13:25:34 main:574] : INFO : Epoch 2007 | loss: 0.0311646 | val_loss: 0.031173 | Time: 2501.62 ms [2022-04-08 13:25:36 main:574] : INFO : Epoch 2008 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 2469.96 ms [2022-04-08 13:25:39 main:574] : INFO : Epoch 2009 | loss: 0.031161 | val_loss: 0.0311618 | Time: 2505.71 ms [2022-04-08 13:25:41 main:574] : INFO : Epoch 2010 | loss: 0.0311565 | val_loss: 0.031164 | Time: 2447.13 ms [2022-04-08 13:25:44 main:574] : INFO : Epoch 2011 | loss: 0.0311583 | val_loss: 0.0311787 | Time: 2469.65 ms [2022-04-08 13:25:46 main:574] : INFO : Epoch 2012 | loss: 0.0311576 | val_loss: 0.0311617 | Time: 2497.27 ms [2022-04-08 13:25:49 main:574] : INFO : Epoch 2013 | loss: 0.031156 | val_loss: 0.0311693 | Time: 2507.05 ms [2022-04-08 13:25:51 main:574] : INFO : Epoch 2014 | loss: 0.031156 | val_loss: 0.0311631 | Time: 2482.3 ms [2022-04-08 13:25:54 main:574] : INFO : Epoch 2015 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 2479.81 ms [2022-04-08 13:25:56 main:574] : INFO : Epoch 2016 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 2476.64 ms [2022-04-08 13:25:59 main:574] : INFO : Epoch 2017 | loss: 0.0311587 | val_loss: 0.0311633 | Time: 2491.02 ms [2022-04-08 13:26:01 main:574] : INFO : Epoch 2018 | loss: 0.031155 | val_loss: 0.0311621 | Time: 2456.29 ms [2022-04-08 13:26:03 main:574] : INFO : Epoch 2019 | loss: 0.0311544 | val_loss: 0.0311603 | Time: 2447.65 ms [2022-04-08 13:26:06 main:574] : INFO : Epoch 2020 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 2474.99 ms [2022-04-08 13:26:08 main:574] : INFO : Epoch 2021 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 2498.23 ms [2022-04-08 13:26:11 main:574] : INFO : Epoch 2022 | loss: 0.031157 | val_loss: 0.0311632 | Time: 2478.76 ms [2022-04-08 13:26:13 main:574] : INFO : Epoch 2023 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 2488.45 ms [2022-04-08 13:26:16 main:574] : INFO : Epoch 2024 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2445.07 ms [2022-04-08 13:26:18 main:574] : INFO : Epoch 2025 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 2465.06 ms [2022-04-08 13:26:21 main:574] : INFO : Epoch 2026 | loss: 0.0311544 | val_loss: 0.0311607 | Time: 2468.89 ms [2022-04-08 13:26:23 main:574] : INFO : Epoch 2027 | loss: 0.0311553 | val_loss: 0.0311599 | Time: 2476.95 ms [2022-04-08 13:26:26 main:574] : INFO : Epoch 2028 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 2487.82 ms [2022-04-08 13:26:28 main:574] : INFO : Epoch 2029 | loss: 0.0311571 | val_loss: 0.0311635 | Time: 2484.25 ms [2022-04-08 13:26:31 main:574] : INFO : Epoch 2030 | loss: 0.0311582 | val_loss: 0.0311634 | Time: 2463.08 ms [2022-04-08 13:26:33 main:574] : INFO : Epoch 2031 | loss: 0.0311588 | val_loss: 0.0311713 | Time: 2441.41 ms [2022-04-08 13:26:36 main:574] : INFO : Epoch 2032 | loss: 0.0311557 | val_loss: 0.0311616 | Time: 2466.48 ms [2022-04-08 13:26:38 main:574] : INFO : Epoch 2033 | loss: 0.0311536 | val_loss: 0.031162 | Time: 2496.49 ms [2022-04-08 13:26:41 main:574] : INFO : Epoch 2034 | loss: 0.0311547 | val_loss: 0.0311608 | Time: 2460.33 ms [2022-04-08 13:26:43 main:574] : INFO : Epoch 2035 | loss: 0.0311533 | val_loss: 0.0311631 | Time: 2505.03 ms [2022-04-08 13:26:46 main:574] : INFO : Epoch 2036 | loss: 0.0311539 | val_loss: 0.0311623 | Time: 2491.28 ms [2022-04-08 13:26:48 main:574] : INFO : Epoch 2037 | loss: 0.031153 | val_loss: 0.0311629 | Time: 2458.06 ms [2022-04-08 13:26:51 main:574] : INFO : Epoch 2038 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 2495.53 ms [2022-04-08 13:26:53 main:574] : INFO : Epoch 2039 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 2483.48 ms [2022-04-08 13:26:56 main:574] : INFO : Epoch 2040 | loss: 0.0311546 | val_loss: 0.0311617 | Time: 2479.42 ms [2022-04-08 13:26:58 main:574] : INFO : Epoch 2041 | loss: 0.0311556 | val_loss: 0.0311623 | Time: 2461.33 ms [2022-04-08 13:27:00 main:574] : INFO : Epoch 2042 | loss: 0.0311543 | val_loss: 0.0311607 | Time: 2475.31 ms [2022-04-08 13:27:03 main:574] : INFO : Epoch 2043 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 2478.86 ms [2022-04-08 13:27:05 main:574] : INFO : Epoch 2044 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 2467.62 ms [2022-04-08 13:27:08 main:574] : INFO : Epoch 2045 | loss: 0.0311536 | val_loss: 0.0311649 | Time: 2462.64 ms [2022-04-08 13:27:10 main:574] : INFO : Epoch 2046 | loss: 0.0311577 | val_loss: 0.0311801 | Time: 2454.67 ms [2022-04-08 13:27:13 main:574] : INFO : Epoch 2047 | loss: 0.0311635 | val_loss: 0.0311649 | Time: 2447.28 ms [2022-04-08 13:27:15 main:574] : INFO : Epoch 2048 | loss: 0.0311544 | val_loss: 0.0311628 | Time: 2464.48 ms [2022-04-08 13:27:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311628 [2022-04-08 13:27:15 main:603] : INFO : Saving end state to config to file [2022-04-08 13:27:15 main:608] : INFO : Success, exiting.. 13:27:15 (9840): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)