Task 7745817
| Name | ParityModified-1631731011-19647-2_2 |
| Workunit | 5247261 |
| Created | 1 Oct 2021, 15:53:38 UTC |
| Sent | 2 Oct 2021, 13:01:14 UTC |
| Report deadline | 9 Oct 2021, 13:01:14 UTC |
| Received | 2 Oct 2021, 15:27:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 25 min 17 sec |
| CPU time | 1 hours 24 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 2513.43 ms
[2021-10-02 16:06:05 main:574] : INFO : Epoch 1543 | loss: 0.0311528 | val_loss: 0.0311713 | Time: 2553.87 ms
[2021-10-02 16:06:07 main:574] : INFO : Epoch 1544 | loss: 0.0311535 | val_loss: 0.031169 | Time: 2499.35 ms
[2021-10-02 16:06:10 main:574] : INFO : Epoch 1545 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 2533.5 ms
[2021-10-02 16:06:12 main:574] : INFO : Epoch 1546 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 2572.09 ms
[2021-10-02 16:06:15 main:574] : INFO : Epoch 1547 | loss: 0.0311487 | val_loss: 0.031173 | Time: 2477.19 ms
[2021-10-02 16:06:17 main:574] : INFO : Epoch 1548 | loss: 0.0311505 | val_loss: 0.0311725 | Time: 2431.28 ms
[2021-10-02 16:06:20 main:574] : INFO : Epoch 1549 | loss: 0.0311518 | val_loss: 0.0311692 | Time: 2568.6 ms
[2021-10-02 16:06:22 main:574] : INFO : Epoch 1550 | loss: 0.031153 | val_loss: 0.0311713 | Time: 2407.89 ms
[2021-10-02 16:06:25 main:574] : INFO : Epoch 1551 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 2447.23 ms
[2021-10-02 16:06:27 main:574] : INFO : Epoch 1552 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 2499.3 ms
[2021-10-02 16:06:30 main:574] : INFO : Epoch 1553 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 2517.29 ms
[2021-10-02 16:06:32 main:574] : INFO : Epoch 1554 | loss: 0.0311527 | val_loss: 0.031174 | Time: 2558.72 ms
[2021-10-02 16:06:35 main:574] : INFO : Epoch 1555 | loss: 0.0311503 | val_loss: 0.0311722 | Time: 2537.74 ms
[2021-10-02 16:06:37 main:574] : INFO : Epoch 1556 | loss: 0.0311495 | val_loss: 0.0311759 | Time: 2531.04 ms
[2021-10-02 16:06:40 main:574] : INFO : Epoch 1557 | loss: 0.0311537 | val_loss: 0.0311741 | Time: 2568.07 ms
[2021-10-02 16:06:42 main:574] : INFO : Epoch 1558 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 2523.08 ms
[2021-10-02 16:06:45 main:574] : INFO : Epoch 1559 | loss: 0.0311523 | val_loss: 0.0311719 | Time: 2474.73 ms
[2021-10-02 16:06:47 main:574] : INFO : Epoch 1560 | loss: 0.0311548 | val_loss: 0.0311707 | Time: 2425.01 ms
[2021-10-02 16:06:50 main:574] : INFO : Epoch 1561 | loss: 0.0311501 | val_loss: 0.0311693 | Time: 2436.07 ms
[2021-10-02 16:06:52 main:574] : INFO : Epoch 1562 | loss: 0.0311491 | val_loss: 0.0311749 | Time: 2425.99 ms
[2021-10-02 16:06:55 main:574] : INFO : Epoch 1563 | loss: 0.031148 | val_loss: 0.0311747 | Time: 2520.73 ms
[2021-10-02 16:06:57 main:574] : INFO : Epoch 1564 | loss: 0.0311476 | val_loss: 0.0311718 | Time: 2517.44 ms
[2021-10-02 16:07:01 main:574] : INFO : Epoch 1565 | loss: 0.0311457 | val_loss: 0.0311706 | Time: 3252.94 ms
[2021-10-02 16:07:04 main:574] : INFO : Epoch 1566 | loss: 0.031147 | val_loss: 0.0311702 | Time: 3106.03 ms
[2021-10-02 16:07:07 main:574] : INFO : Epoch 1567 | loss: 0.0311444 | val_loss: 0.0311747 | Time: 2844.58 ms
[2021-10-02 16:07:09 main:574] : INFO : Epoch 1568 | loss: 0.0311446 | val_loss: 0.0311702 | Time: 2562.68 ms
[2021-10-02 16:07:12 main:574] : INFO : Epoch 1569 | loss: 0.0311449 | val_loss: 0.0311821 | Time: 2448.46 ms
[2021-10-02 16:07:14 main:574] : INFO : Epoch 1570 | loss: 0.0311477 | val_loss: 0.0311705 | Time: 2393.62 ms
[2021-10-02 16:07:16 main:574] : INFO : Epoch 1571 | loss: 0.0311467 | val_loss: 0.0311746 | Time: 2486.32 ms
[2021-10-02 16:07:19 main:574] : INFO : Epoch 1572 | loss: 0.0311477 | val_loss: 0.0311714 | Time: 2435.23 ms
[2021-10-02 16:07:21 main:574] : INFO : Epoch 1573 | loss: 0.0311491 | val_loss: 0.0311699 | Time: 2549.94 ms
[2021-10-02 16:07:24 main:574] : INFO : Epoch 1574 | loss: 0.0311482 | val_loss: 0.0311781 | Time: 2490.77 ms
[2021-10-02 16:07:27 main:574] : INFO : Epoch 1575 | loss: 0.0311481 | val_loss: 0.0311764 | Time: 2570.59 ms
[2021-10-02 16:07:29 main:574] : INFO : Epoch 1576 | loss: 0.0311459 | val_loss: 0.0311729 | Time: 2534.49 ms
[2021-10-02 16:07:32 main:574] : INFO : Epoch 1577 | loss: 0.0311443 | val_loss: 0.0311737 | Time: 2536.27 ms
[2021-10-02 16:07:34 main:574] : INFO : Epoch 1578 | loss: 0.0311449 | val_loss: 0.0311741 | Time: 2556.85 ms
[2021-10-02 16:07:37 main:574] : INFO : Epoch 1579 | loss: 0.0311451 | val_loss: 0.0311714 | Time: 2484.9 ms
[2021-10-02 16:07:39 main:574] : INFO : Epoch 1580 | loss: 0.0311472 | val_loss: 0.0311781 | Time: 2476.06 ms
[2021-10-02 16:07:42 main:574] : INFO : Epoch 1581 | loss: 0.0311462 | val_loss: 0.031172 | Time: 2401.25 ms
[2021-10-02 16:07:44 main:574] : INFO : Epoch 1582 | loss: 0.0311444 | val_loss: 0.0311736 | Time: 2486.13 ms
[2021-10-02 16:07:47 main:574] : INFO : Epoch 1583 | loss: 0.0311438 | val_loss: 0.0311703 | Time: 2521.89 ms
[2021-10-02 16:07:49 main:574] : INFO : Epoch 1584 | loss: 0.0311444 | val_loss: 0.0311774 | Time: 2500.27 ms
[2021-10-02 16:07:52 main:574] : INFO : Epoch 1585 | loss: 0.0311425 | val_loss: 0.0311705 | Time: 2491.41 ms
[2021-10-02 16:07:54 main:574] : INFO : Epoch 1586 | loss: 0.0311436 | val_loss: 0.0311754 | Time: 2607.97 ms
[2021-10-02 16:07:57 main:574] : INFO : Epoch 1587 | loss: 0.0311452 | val_loss: 0.0311753 | Time: 2585.73 ms
[2021-10-02 16:07:59 main:574] : INFO : Epoch 1588 | loss: 0.031144 | val_loss: 0.0311706 | Time: 2538.24 ms
[2021-10-02 16:08:02 main:574] : INFO : Epoch 1589 | loss: 0.031144 | val_loss: 0.0311741 | Time: 2563.1 ms
[2021-10-02 16:08:04 main:574] : INFO : Epoch 1590 | loss: 0.0311473 | val_loss: 0.0311757 | Time: 2532.78 ms
[2021-10-02 16:08:07 main:574] : INFO : Epoch 1591 | loss: 0.031148 | val_loss: 0.0311804 | Time: 2383.6 ms
[2021-10-02 16:08:09 main:574] : INFO : Epoch 1592 | loss: 0.0311538 | val_loss: 0.0311785 | Time: 2440.53 ms
[2021-10-02 16:08:12 main:574] : INFO : Epoch 1593 | loss: 0.0311565 | val_loss: 0.0311742 | Time: 2444.07 ms
[2021-10-02 16:08:14 main:574] : INFO : Epoch 1594 | loss: 0.0311549 | val_loss: 0.0311767 | Time: 2543.74 ms
[2021-10-02 16:08:17 main:574] : INFO : Epoch 1595 | loss: 0.0311526 | val_loss: 0.0311708 | Time: 2549.64 ms
[2021-10-02 16:08:19 main:574] : INFO : Epoch 1596 | loss: 0.0311504 | val_loss: 0.0311703 | Time: 2513.74 ms
[2021-10-02 16:08:22 main:574] : INFO : Epoch 1597 | loss: 0.0311494 | val_loss: 0.0311682 | Time: 2528 ms
[2021-10-02 16:08:24 main:574] : INFO : Epoch 1598 | loss: 0.0311486 | val_loss: 0.0311724 | Time: 2601.41 ms
[2021-10-02 16:08:27 main:574] : INFO : Epoch 1599 | loss: 0.0311481 | val_loss: 0.0311716 | Time: 2591.1 ms
[2021-10-02 16:08:30 main:574] : INFO : Epoch 1600 | loss: 0.0311507 | val_loss: 0.0311683 | Time: 2498.69 ms
[2021-10-02 16:08:32 main:574] : INFO : Epoch 1601 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 2599.19 ms
[2021-10-02 16:08:35 main:574] : INFO : Epoch 1602 | loss: 0.031158 | val_loss: 0.0311716 | Time: 2428.17 ms
[2021-10-02 16:08:37 main:574] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311746 | Time: 2412.34 ms
[2021-10-02 16:08:40 main:574] : INFO : Epoch 1604 | loss: 0.0311543 | val_loss: 0.0311719 | Time: 2490.33 ms
[2021-10-02 16:08:42 main:574] : INFO : Epoch 1605 | loss: 0.0311522 | val_loss: 0.0311704 | Time: 2532.69 ms
[2021-10-02 16:08:45 main:574] : INFO : Epoch 1606 | loss: 0.0311512 | val_loss: 0.0311723 | Time: 2543.67 ms
[2021-10-02 16:08:47 main:574] : INFO : Epoch 1607 | loss: 0.0311518 | val_loss: 0.0311738 | Time: 2563.6 ms
[2021-10-02 16:08:50 main:574] : INFO : Epoch 1608 | loss: 0.0311526 | val_loss: 0.031174 | Time: 2488.85 ms
[2021-10-02 16:08:52 main:574] : INFO : Epoch 1609 | loss: 0.0311498 | val_loss: 0.0311694 | Time: 2573.2 ms
[2021-10-02 16:08:55 main:574] : INFO : Epoch 1610 | loss: 0.0311485 | val_loss: 0.0311701 | Time: 2550.6 ms
[2021-10-02 16:08:57 main:574] : INFO : Epoch 1611 | loss: 0.0311497 | val_loss: 0.0311702 | Time: 2511.74 ms
[2021-10-02 16:09:00 main:574] : INFO : Epoch 1612 | loss: 0.0311486 | val_loss: 0.0311719 | Time: 2520.94 ms
[2021-10-02 16:09:02 main:574] : INFO : Epoch 1613 | loss: 0.0311486 | val_loss: 0.0311806 | Time: 2466.74 ms
[2021-10-02 16:09:05 main:574] : INFO : Epoch 1614 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 2366.93 ms
[2021-10-02 16:09:07 main:574] : INFO : Epoch 1615 | loss: 0.0311495 | val_loss: 0.0311727 | Time: 2488.36 ms
[2021-10-02 16:09:10 main:574] : INFO : Epoch 1616 | loss: 0.0311474 | val_loss: 0.0311778 | Time: 2521.02 ms
[2021-10-02 16:09:12 main:574] : INFO : Epoch 1617 | loss: 0.0311476 | val_loss: 0.0311716 | Time: 2541.4 ms
[2021-10-02 16:09:15 main:574] : INFO : Epoch 1618 | loss: 0.0311476 | val_loss: 0.0311725 | Time: 2506.81 ms
[2021-10-02 16:09:17 main:574] : INFO : Epoch 1619 | loss: 0.0311484 | val_loss: 0.0311704 | Time: 2549.84 ms
[2021-10-02 16:09:20 main:574] : INFO : Epoch 1620 | loss: 0.0311485 | val_loss: 0.0311748 | Time: 2577.14 ms
[2021-10-02 16:09:22 main:574] : INFO : Epoch 1621 | loss: 0.031149 | val_loss: 0.0311695 | Time: 2502.39 ms
[2021-10-02 16:09:25 main:574] : INFO : Epoch 1622 | loss: 0.0311488 | val_loss: 0.0311702 | Time: 2483.11 ms
[2021-10-02 16:09:27 main:574] : INFO : Epoch 1623 | loss: 0.0311497 | val_loss: 0.0311787 | Time: 2472.79 ms
[2021-10-02 16:09:30 main:574] : INFO : Epoch 1624 | loss: 0.0311513 | val_loss: 0.0311683 | Time: 2420.72 ms
[2021-10-02 16:09:32 main:574] : INFO : Epoch 1625 | loss: 0.0311473 | val_loss: 0.0311695 | Time: 2417.48 ms
[2021-10-02 16:09:35 main:574] : INFO : Epoch 1626 | loss: 0.0311464 | val_loss: 0.0311736 | Time: 2501.26 ms
[2021-10-02 16:09:37 main:574] : INFO : Epoch 1627 | loss: 0.0311456 | val_loss: 0.0311712 | Time: 2535.49 ms
[2021-10-02 16:09:40 main:574] : INFO : Epoch 1628 | loss: 0.0311448 | val_loss: 0.0311713 | Time: 2489.19 ms
[2021-10-02 16:09:42 main:574] : INFO : Epoch 1629 | loss: 0.0311473 | val_loss: 0.0311722 | Time: 2658.19 ms
[2021-10-02 16:09:45 main:574] : INFO : Epoch 1630 | loss: 0.031145 | val_loss: 0.0311715 | Time: 2585.86 ms
[2021-10-02 16:09:48 main:574] : INFO : Epoch 1631 | loss: 0.031153 | val_loss: 0.0311673 | Time: 2559.56 ms
[2021-10-02 16:09:50 main:574] : INFO : Epoch 1632 | loss: 0.0311514 | val_loss: 0.0311762 | Time: 2513.16 ms
[2021-10-02 16:09:53 main:574] : INFO : Epoch 1633 | loss: 0.0311518 | val_loss: 0.0311778 | Time: 2442.86 ms
[2021-10-02 16:09:55 main:574] : INFO : Epoch 1634 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 2519.83 ms
[2021-10-02 16:09:58 main:574] : INFO : Epoch 1635 | loss: 0.0311497 | val_loss: 0.03117 | Time: 2428.41 ms
[2021-10-02 16:10:00 main:574] : INFO : Epoch 1636 | loss: 0.0311482 | val_loss: 0.0311749 | Time: 2411.98 ms
[2021-10-02 16:10:02 main:574] : INFO : Epoch 1637 | loss: 0.0311483 | val_loss: 0.031171 | Time: 2359.49 ms
[2021-10-02 16:10:05 main:574] : INFO : Epoch 1638 | loss: 0.0311465 | val_loss: 0.0311728 | Time: 2335.07 ms
[2021-10-02 16:10:07 main:574] : INFO : Epoch 1639 | loss: 0.0311512 | val_loss: 0.0311692 | Time: 2468.88 ms
[2021-10-02 16:10:10 main:574] : INFO : Epoch 1640 | loss: 0.0311532 | val_loss: 0.0312098 | Time: 2564.61 ms
[2021-10-02 16:10:12 main:574] : INFO : Epoch 1641 | loss: 0.0311745 | val_loss: 0.0312875 | Time: 2536.62 ms
[2021-10-02 16:10:15 main:574] : INFO : Epoch 1642 | loss: 0.0312104 | val_loss: 0.0312013 | Time: 2575.3 ms
[2021-10-02 16:10:17 main:574] : INFO : Epoch 1643 | loss: 0.0311634 | val_loss: 0.0311782 | Time: 2510.41 ms
[2021-10-02 16:10:20 main:574] : INFO : Epoch 1644 | loss: 0.0311498 | val_loss: 0.0311725 | Time: 2491.71 ms
[2021-10-02 16:10:22 main:574] : INFO : Epoch 1645 | loss: 0.031148 | val_loss: 0.0311709 | Time: 2488.59 ms
[2021-10-02 16:10:25 main:574] : INFO : Epoch 1646 | loss: 0.0311466 | val_loss: 0.0311813 | Time: 2490.02 ms
[2021-10-02 16:10:27 main:574] : INFO : Epoch 1647 | loss: 0.0311468 | val_loss: 0.03117 | Time: 2428.28 ms
[2021-10-02 16:10:30 main:574] : INFO : Epoch 1648 | loss: 0.0311442 | val_loss: 0.0311718 | Time: 2405.19 ms
[2021-10-02 16:10:32 main:574] : INFO : Epoch 1649 | loss: 0.0311443 | val_loss: 0.0311736 | Time: 2420.67 ms
[2021-10-02 16:10:35 main:574] : INFO : Epoch 1650 | loss: 0.0311433 | val_loss: 0.0311759 | Time: 2508.47 ms
[2021-10-02 16:10:37 main:574] : INFO : Epoch 1651 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 2527.21 ms
[2021-10-02 16:10:40 main:574] : INFO : Epoch 1652 | loss: 0.0311453 | val_loss: 0.0311701 | Time: 2474.68 ms
[2021-10-02 16:10:42 main:574] : INFO : Epoch 1653 | loss: 0.0311457 | val_loss: 0.0311686 | Time: 2564.96 ms
[2021-10-02 16:10:45 main:574] : INFO : Epoch 1654 | loss: 0.0311472 | val_loss: 0.03117 | Time: 2534.32 ms
[2021-10-02 16:10:47 main:574] : INFO : Epoch 1655 | loss: 0.0311461 | val_loss: 0.0311717 | Time: 2484.15 ms
[2021-10-02 16:10:50 main:574] : INFO : Epoch 1656 | loss: 0.031156 | val_loss: 0.0311699 | Time: 2511.1 ms
[2021-10-02 16:10:52 main:574] : INFO : Epoch 1657 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 2465.81 ms
[2021-10-02 16:10:55 main:574] : INFO : Epoch 1658 | loss: 0.0311566 | val_loss: 0.0311697 | Time: 2462.72 ms
[2021-10-02 16:10:57 main:574] : INFO : Epoch 1659 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 2427.49 ms
[2021-10-02 16:11:00 main:574] : INFO : Epoch 1660 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 2511.38 ms
[2021-10-02 16:11:02 main:574] : INFO : Epoch 1661 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 2456.44 ms
[2021-10-02 16:11:05 main:574] : INFO : Epoch 1662 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 2462.46 ms
[2021-10-02 16:11:07 main:574] : INFO : Epoch 1663 | loss: 0.031159 | val_loss: 0.0311728 | Time: 2477.39 ms
[2021-10-02 16:11:10 main:574] : INFO : Epoch 1664 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 2492 ms
[2021-10-02 16:11:12 main:574] : INFO : Epoch 1665 | loss: 0.0311586 | val_loss: 0.0311747 | Time: 2457.64 ms
[2021-10-02 16:11:14 main:574] : INFO : Epoch 1666 | loss: 0.0311574 | val_loss: 0.0311716 | Time: 2445.06 ms
[2021-10-02 16:11:17 main:574] : INFO : Epoch 1667 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 2518.6 ms
[2021-10-02 16:11:19 main:574] : INFO : Epoch 1668 | loss: 0.0311543 | val_loss: 0.0311689 | Time: 2460.37 ms
[2021-10-02 16:11:22 main:574] : INFO : Epoch 1669 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 2410.35 ms
[2021-10-02 16:11:24 main:574] : INFO : Epoch 1670 | loss: 0.0311571 | val_loss: 0.0311722 | Time: 2393.58 ms
[2021-10-02 16:11:27 main:574] : INFO : Epoch 1671 | loss: 0.0311596 | val_loss: 0.0311718 | Time: 2420.27 ms
[2021-10-02 16:11:29 main:574] : INFO : Epoch 1672 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 2390.27 ms
[2021-10-02 16:11:32 main:574] : INFO : Epoch 1673 | loss: 0.0311538 | val_loss: 0.0311736 | Time: 2400.03 ms
[2021-10-02 16:11:34 main:574] : INFO : Epoch 1674 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 2399.05 ms
[2021-10-02 16:11:36 main:574] : INFO : Epoch 1675 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 2421.4 ms
[2021-10-02 16:11:39 main:574] : INFO : Epoch 1676 | loss: 0.0311521 | val_loss: 0.0311721 | Time: 2430.21 ms
[2021-10-02 16:11:41 main:574] : INFO : Epoch 1677 | loss: 0.0311524 | val_loss: 0.0311685 | Time: 2425.21 ms
[2021-10-02 16:11:44 main:574] : INFO : Epoch 1678 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 2459.28 ms
[2021-10-02 16:11:46 main:574] : INFO : Epoch 1679 | loss: 0.031149 | val_loss: 0.031172 | Time: 2444.98 ms
[2021-10-02 16:11:49 main:574] : INFO : Epoch 1680 | loss: 0.0311488 | val_loss: 0.0311686 | Time: 2389.16 ms
[2021-10-02 16:11:51 main:574] : INFO : Epoch 1681 | loss: 0.0311486 | val_loss: 0.0311698 | Time: 2349.08 ms
[2021-10-02 16:11:53 main:574] : INFO : Epoch 1682 | loss: 0.0311497 | val_loss: 0.0311751 | Time: 2450.82 ms
[2021-10-02 16:11:56 main:574] : INFO : Epoch 1683 | loss: 0.0311493 | val_loss: 0.0311708 | Time: 2420.1 ms
[2021-10-02 16:11:58 main:574] : INFO : Epoch 1684 | loss: 0.0311496 | val_loss: 0.0311687 | Time: 2421.23 ms
[2021-10-02 16:12:01 main:574] : INFO : Epoch 1685 | loss: 0.031149 | val_loss: 0.0311709 | Time: 2424.81 ms
[2021-10-02 16:12:03 main:574] : INFO : Epoch 1686 | loss: 0.0311505 | val_loss: 0.0311768 | Time: 2416.49 ms
[2021-10-02 16:12:06 main:574] : INFO : Epoch 1687 | loss: 0.0311542 | val_loss: 0.0311693 | Time: 2480.16 ms
[2021-10-02 16:12:08 main:574] : INFO : Epoch 1688 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 2437.97 ms
[2021-10-02 16:12:10 main:574] : INFO : Epoch 1689 | loss: 0.0311496 | val_loss: 0.0311694 | Time: 2479.85 ms
[2021-10-02 16:12:13 main:574] : INFO : Epoch 1690 | loss: 0.0311492 | val_loss: 0.0311736 | Time: 2456.6 ms
[2021-10-02 16:12:15 main:574] : INFO : Epoch 1691 | loss: 0.0311516 | val_loss: 0.0311761 | Time: 2442.06 ms
[2021-10-02 16:12:18 main:574] : INFO : Epoch 1692 | loss: 0.0311499 | val_loss: 0.0311716 | Time: 2415.34 ms
[2021-10-02 16:12:20 main:574] : INFO : Epoch 1693 | loss: 0.0311498 | val_loss: 0.03117 | Time: 2461.88 ms
[2021-10-02 16:12:23 main:574] : INFO : Epoch 1694 | loss: 0.0311485 | val_loss: 0.0311688 | Time: 2469.06 ms
[2021-10-02 16:12:25 main:574] : INFO : Epoch 1695 | loss: 0.0311484 | val_loss: 0.031173 | Time: 2480.76 ms
[2021-10-02 16:12:28 main:574] : INFO : Epoch 1696 | loss: 0.0311507 | val_loss: 0.03118 | Time: 2467.03 ms
[2021-10-02 16:12:30 main:574] : INFO : Epoch 1697 | loss: 0.0311491 | val_loss: 0.0311723 | Time: 2440.5 ms
[2021-10-02 16:12:33 main:574] : INFO : Epoch 1698 | loss: 0.0311494 | val_loss: 0.0311736 | Time: 2581.22 ms
[2021-10-02 16:12:35 main:574] : INFO : Epoch 1699 | loss: 0.031148 | val_loss: 0.0311695 | Time: 2512.09 ms
[2021-10-02 16:12:38 main:574] : INFO : Epoch 1700 | loss: 0.0311496 | val_loss: 0.0311805 | Time: 2449.62 ms
[2021-10-02 16:12:41 main:574] : INFO : Epoch 1701 | loss: 0.0311501 | val_loss: 0.0311762 | Time: 2611.19 ms
[2021-10-02 16:12:43 main:574] : INFO : Epoch 1702 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 2484.95 ms
[2021-10-02 16:12:45 main:574] : INFO : Epoch 1703 | loss: 0.0311491 | val_loss: 0.0311659 | Time: 2413.9 ms
[2021-10-02 16:12:48 main:574] : INFO : Epoch 1704 | loss: 0.0311474 | val_loss: 0.0311684 | Time: 2426.96 ms
[2021-10-02 16:12:50 main:574] : INFO : Epoch 1705 | loss: 0.031146 | val_loss: 0.0311712 | Time: 2529.28 ms
[2021-10-02 16:12:53 main:574] : INFO : Epoch 1706 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 2469.69 ms
[2021-10-02 16:12:55 main:574] : INFO : Epoch 1707 | loss: 0.0311457 | val_loss: 0.0311705 | Time: 2436.21 ms
[2021-10-02 16:12:58 main:574] : INFO : Epoch 1708 | loss: 0.0311453 | val_loss: 0.0311699 | Time: 2495.32 ms
[2021-10-02 16:13:00 main:574] : INFO : Epoch 1709 | loss: 0.0311493 | val_loss: 0.0311707 | Time: 2573.06 ms
[2021-10-02 16:13:03 main:574] : INFO : Epoch 1710 | loss: 0.0311464 | val_loss: 0.0311701 | Time: 2536.43 ms
[2021-10-02 16:13:05 main:574] : INFO : Epoch 1711 | loss: 0.0311472 | val_loss: 0.031172 | Time: 2459.04 ms
[2021-10-02 16:13:08 main:574] : INFO : Epoch 1712 | loss: 0.0311471 | val_loss: 0.0311638 | Time: 2660.1 ms
[2021-10-02 16:13:11 main:574] : INFO : Epoch 1713 | loss: 0.0311473 | val_loss: 0.0311739 | Time: 2466.3 ms
[2021-10-02 16:13:13 main:574] : INFO : Epoch 1714 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 2394 ms
[2021-10-02 16:13:15 main:574] : INFO : Epoch 1715 | loss: 0.0311454 | val_loss: 0.0311672 | Time: 2485.28 ms
[2021-10-02 16:13:18 main:574] : INFO : Epoch 1716 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 2522.42 ms
[2021-10-02 16:13:20 main:574] : INFO : Epoch 1717 | loss: 0.0311463 | val_loss: 0.031171 | Time: 2442.1 ms
[2021-10-02 16:13:23 main:574] : INFO : Epoch 1718 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 2537.07 ms
[2021-10-02 16:13:25 main:574] : INFO : Epoch 1719 | loss: 0.0311459 | val_loss: 0.0311685 | Time: 2539.14 ms
[2021-10-02 16:13:28 main:574] : INFO : Epoch 1720 | loss: 0.0311441 | val_loss: 0.0311703 | Time: 2574.79 ms
[2021-10-02 16:13:31 main:574] : INFO : Epoch 1721 | loss: 0.0311439 | val_loss: 0.0311728 | Time: 2463.79 ms
[2021-10-02 16:13:33 main:574] : INFO : Epoch 1722 | loss: 0.0311447 | val_loss: 0.0311673 | Time: 2503.99 ms
[2021-10-02 16:13:36 main:574] : INFO : Epoch 1723 | loss: 0.0311437 | val_loss: 0.0311738 | Time: 2648.42 ms
[2021-10-02 16:13:38 main:574] : INFO : Epoch 1724 | loss: 0.0311446 | val_loss: 0.0311697 | Time: 2494.04 ms
[2021-10-02 16:13:41 main:574] : INFO : Epoch 1725 | loss: 0.0311435 | val_loss: 0.031169 | Time: 2364.69 ms
[2021-10-02 16:13:43 main:574] : INFO : Epoch 1726 | loss: 0.0311429 | val_loss: 0.0311655 | Time: 2535.59 ms
[2021-10-02 16:13:46 main:574] : INFO : Epoch 1727 | loss: 0.0311421 | val_loss: 0.0311702 | Time: 2512.79 ms
[2021-10-02 16:13:48 main:574] : INFO : Epoch 1728 | loss: 0.0311413 | val_loss: 0.0311671 | Time: 2435.24 ms
[2021-10-02 16:13:51 main:574] : INFO : Epoch 1729 | loss: 0.0311417 | val_loss: 0.0311676 | Time: 2505.67 ms
[2021-10-02 16:13:53 main:574] : INFO : Epoch 1730 | loss: 0.0311428 | val_loss: 0.0311769 | Time: 2548.42 ms
[2021-10-02 16:13:56 main:574] : INFO : Epoch 1731 | loss: 0.0311461 | val_loss: 0.0311716 | Time: 2556.83 ms
[2021-10-02 16:13:58 main:574] : INFO : Epoch 1732 | loss: 0.0311421 | val_loss: 0.0311688 | Time: 2500.06 ms
[2021-10-02 16:14:01 main:574] : INFO : Epoch 1733 | loss: 0.0311431 | val_loss: 0.0311686 | Time: 2582.44 ms
[2021-10-02 16:14:03 main:574] : INFO : Epoch 1734 | loss: 0.0311444 | val_loss: 0.0311726 | Time: 2488.69 ms
[2021-10-02 16:14:06 main:574] : INFO : Epoch 1735 | loss: 0.0311441 | val_loss: 0.0311731 | Time: 2406.12 ms
[2021-10-02 16:14:08 main:574] : INFO : Epoch 1736 | loss: 0.0311414 | val_loss: 0.0311724 | Time: 2414.3 ms
[2021-10-02 16:14:11 main:574] : INFO : Epoch 1737 | loss: 0.0311424 | val_loss: 0.0311697 | Time: 2473.14 ms
[2021-10-02 16:14:13 main:574] : INFO : Epoch 1738 | loss: 0.0311411 | val_loss: 0.0311666 | Time: 2486.98 ms
[2021-10-02 16:14:16 main:574] : INFO : Epoch 1739 | loss: 0.0311402 | val_loss: 0.0311732 | Time: 2414.29 ms
[2021-10-02 16:14:18 main:574] : INFO : Epoch 1740 | loss: 0.0311412 | val_loss: 0.0311677 | Time: 2536.67 ms
[2021-10-02 16:14:21 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311735 | Time: 2534.9 ms
[2021-10-02 16:14:23 main:574] : INFO : Epoch 1742 | loss: 0.0311425 | val_loss: 0.0311696 | Time: 2542.73 ms
[2021-10-02 16:14:26 main:574] : INFO : Epoch 1743 | loss: 0.0311416 | val_loss: 0.0311747 | Time: 2519.97 ms
[2021-10-02 16:14:28 main:574] : INFO : Epoch 1744 | loss: 0.0311408 | val_loss: 0.031165 | Time: 2549.78 ms
[2021-10-02 16:14:31 main:574] : INFO : Epoch 1745 | loss: 0.0311405 | val_loss: 0.0311698 | Time: 2510.59 ms
[2021-10-02 16:14:33 main:574] : INFO : Epoch 1746 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 2398 ms
[2021-10-02 16:14:36 main:574] : INFO : Epoch 1747 | loss: 0.0311516 | val_loss: 0.0311678 | Time: 2495.51 ms
[2021-10-02 16:14:38 main:574] : INFO : Epoch 1748 | loss: 0.0311488 | val_loss: 0.0311684 | Time: 2421.91 ms
[2021-10-02 16:14:40 main:574] : INFO : Epoch 1749 | loss: 0.0311459 | val_loss: 0.0311651 | Time: 2422.83 ms
[2021-10-02 16:14:43 main:574] : INFO : Epoch 1750 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 2582.21 ms
[2021-10-02 16:14:46 main:574] : INFO : Epoch 1751 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 2653.01 ms
[2021-10-02 16:14:48 main:574] : INFO : Epoch 1752 | loss: 0.0311462 | val_loss: 0.0311742 | Time: 2508.67 ms
[2021-10-02 16:14:51 main:574] : INFO : Epoch 1753 | loss: 0.031146 | val_loss: 0.0311659 | Time: 2530.09 ms
[2021-10-02 16:14:53 main:574] : INFO : Epoch 1754 | loss: 0.0311443 | val_loss: 0.0311651 | Time: 2605.11 ms
[2021-10-02 16:14:56 main:574] : INFO : Epoch 1755 | loss: 0.0311436 | val_loss: 0.0311699 | Time: 2488.41 ms
[2021-10-02 16:14:58 main:574] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 2475.5 ms
[2021-10-02 16:15:01 main:574] : INFO : Epoch 1757 | loss: 0.0311462 | val_loss: 0.0311654 | Time: 2492.6 ms
[2021-10-02 16:15:04 main:574] : INFO : Epoch 1758 | loss: 0.031144 | val_loss: 0.0311716 | Time: 2623.13 ms
[2021-10-02 16:15:06 main:574] : INFO : Epoch 1759 | loss: 0.031144 | val_loss: 0.0311668 | Time: 2425.67 ms
[2021-10-02 16:15:08 main:574] : INFO : Epoch 1760 | loss: 0.0311416 | val_loss: 0.0311662 | Time: 2427.31 ms
[2021-10-02 16:15:11 main:574] : INFO : Epoch 1761 | loss: 0.0311412 | val_loss: 0.0311684 | Time: 2516.07 ms
[2021-10-02 16:15:13 main:574] : INFO : Epoch 1762 | loss: 0.0311435 | val_loss: 0.0311673 | Time: 2582.3 ms
[2021-10-02 16:15:16 main:574] : INFO : Epoch 1763 | loss: 0.0311432 | val_loss: 0.0311692 | Time: 2484.42 ms
[2021-10-02 16:15:19 main:574] : INFO : Epoch 1764 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 2573.12 ms
[2021-10-02 16:15:21 main:574] : INFO : Epoch 1765 | loss: 0.0311436 | val_loss: 0.0311658 | Time: 2541.97 ms
[2021-10-02 16:15:24 main:574] : INFO : Epoch 1766 | loss: 0.0311443 | val_loss: 0.0311677 | Time: 2480.11 ms
[2021-10-02 16:15:26 main:574] : INFO : Epoch 1767 | loss: 0.0311446 | val_loss: 0.0311713 | Time: 2461.72 ms
[2021-10-02 16:15:29 main:574] : INFO : Epoch 1768 | loss: 0.0311439 | val_loss: 0.0311668 | Time: 2570.51 ms
[2021-10-02 16:15:31 main:574] : INFO : Epoch 1769 | loss: 0.0311437 | val_loss: 0.0311706 | Time: 2447.67 ms
[2021-10-02 16:15:33 main:574] : INFO : Epoch 1770 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 2377.7 ms
[2021-10-02 16:15:36 main:574] : INFO : Epoch 1771 | loss: 0.0311421 | val_loss: 0.0311666 | Time: 2468.06 ms
[2021-10-02 16:15:38 main:574] : INFO : Epoch 1772 | loss: 0.0311423 | val_loss: 0.0311678 | Time: 2517.11 ms
[2021-10-02 16:15:41 main:574] : INFO : Epoch 1773 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 2558.7 ms
[2021-10-02 16:15:44 main:574] : INFO : Epoch 1774 | loss: 0.0311432 | val_loss: 0.031171 | Time: 2521.19 ms
[2021-10-02 16:15:46 main:574] : INFO : Epoch 1775 | loss: 0.0311411 | val_loss: 0.0311704 | Time: 2612.36 ms
[2021-10-02 16:15:49 main:574] : INFO : Epoch 1776 | loss: 0.0311462 | val_loss: 0.0311711 | Time: 2532.37 ms
[2021-10-02 16:15:51 main:574] : INFO : Epoch 1777 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 2446.08 ms
[2021-10-02 16:15:54 main:574] : INFO : Epoch 1778 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 2492.65 ms
[2021-10-02 16:15:56 main:574] : INFO : Epoch 1779 | loss: 0.0311493 | val_loss: 0.0311754 | Time: 2587.97 ms
[2021-10-02 16:15:59 main:574] : INFO : Epoch 1780 | loss: 0.0311502 | val_loss: 0.0311778 | Time: 2531.09 ms
[2021-10-02 16:16:01 main:574] : INFO : Epoch 1781 | loss: 0.0311468 | val_loss: 0.0311716 | Time: 2391.33 ms
[2021-10-02 16:16:04 main:574] : INFO : Epoch 1782 | loss: 0.0311437 | val_loss: 0.0311735 | Time: 2549.99 ms
[2021-10-02 16:16:06 main:574] : INFO : Epoch 1783 | loss: 0.0311426 | val_loss: 0.0311724 | Time: 2535.5 ms
[2021-10-02 16:16:09 main:574] : INFO : Epoch 1784 | loss: 0.0311473 | val_loss: 0.0311658 | Time: 2519.91 ms
[2021-10-02 16:16:11 main:574] : INFO : Epoch 1785 | loss: 0.0311477 | val_loss: 0.0311676 | Time: 2510.66 ms
[2021-10-02 16:16:14 main:574] : INFO : Epoch 1786 | loss: 0.0311465 | val_loss: 0.0311721 | Time: 2596.98 ms
[2021-10-02 16:16:16 main:574] : INFO : Epoch 1787 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 2510.55 ms
[2021-10-02 16:16:19 main:574] : INFO : Epoch 1788 | loss: 0.0311449 | val_loss: 0.0311708 | Time: 2423.9 ms
[2021-10-02 16:16:21 main:574] : INFO : Epoch 1789 | loss: 0.0311481 | val_loss: 0.031166 | Time: 2556.2 ms
[2021-10-02 16:16:24 main:574] : INFO : Epoch 1790 | loss: 0.0311456 | val_loss: 0.0311703 | Time: 2514.85 ms
[2021-10-02 16:16:26 main:574] : INFO : Epoch 1791 | loss: 0.0311437 | val_loss: 0.0311668 | Time: 2415.52 ms
[2021-10-02 16:16:29 main:574] : INFO : Epoch 1792 | loss: 0.031142 | val_loss: 0.031168 | Time: 2447.45 ms
[2021-10-02 16:16:31 main:574] : INFO : Epoch 1793 | loss: 0.0311434 | val_loss: 0.0311729 | Time: 2577.53 ms
[2021-10-02 16:16:34 main:574] : INFO : Epoch 1794 | loss: 0.0311465 | val_loss: 0.031165 | Time: 2505.84 ms
[2021-10-02 16:16:36 main:574] : INFO : Epoch 1795 | loss: 0.0311447 | val_loss: 0.0311729 | Time: 2506.59 ms
[2021-10-02 16:16:39 main:574] : INFO : Epoch 1796 | loss: 0.0311415 | val_loss: 0.0311633 | Time: 2540.31 ms
[2021-10-02 16:16:42 main:574] : INFO : Epoch 1797 | loss: 0.0311407 | val_loss: 0.0311659 | Time: 2550.52 ms
[2021-10-02 16:16:44 main:574] : INFO : Epoch 1798 | loss: 0.0311425 | val_loss: 0.0311656 | Time: 2473.68 ms
[2021-10-02 16:16:47 main:574] : INFO : Epoch 1799 | loss: 0.0311402 | val_loss: 0.0311655 | Time: 2497.46 ms
[2021-10-02 16:16:49 main:574] : INFO : Epoch 1800 | loss: 0.0311401 | val_loss: 0.031165 | Time: 2543.56 ms
[2021-10-02 16:16:52 main:574] : INFO : Epoch 1801 | loss: 0.0311403 | val_loss: 0.0311673 | Time: 2463.21 ms
[2021-10-02 16:16:54 main:574] : INFO : Epoch 1802 | loss: 0.0311405 | val_loss: 0.0311668 | Time: 2420.74 ms
[2021-10-02 16:16:56 main:574] : INFO : Epoch 1803 | loss: 0.0311386 | val_loss: 0.0311653 | Time: 2432.87 ms
[2021-10-02 16:16:59 main:574] : INFO : Epoch 1804 | loss: 0.0311395 | val_loss: 0.0311661 | Time: 2574.8 ms
[2021-10-02 16:17:02 main:574] : INFO : Epoch 1805 | loss: 0.0311422 | val_loss: 0.0311688 | Time: 2517.43 ms
[2021-10-02 16:17:04 main:574] : INFO : Epoch 1806 | loss: 0.0311446 | val_loss: 0.0311686 | Time: 2521.34 ms
[2021-10-02 16:17:07 main:574] : INFO : Epoch 1807 | loss: 0.0311422 | val_loss: 0.0311697 | Time: 2585.87 ms
[2021-10-02 16:17:09 main:574] : INFO : Epoch 1808 | loss: 0.0311415 | val_loss: 0.0311672 | Time: 2485.45 ms
[2021-10-02 16:17:12 main:574] : INFO : Epoch 1809 | loss: 0.0311404 | val_loss: 0.0311655 | Time: 2472.41 ms
[2021-10-02 16:17:14 main:574] : INFO : Epoch 1810 | loss: 0.0311387 | val_loss: 0.031167 | Time: 2543.97 ms
[2021-10-02 16:17:17 main:574] : INFO : Epoch 1811 | loss: 0.0311381 | val_loss: 0.0311688 | Time: 2503.62 ms
[2021-10-02 16:17:19 main:574] : INFO : Epoch 1812 | loss: 0.0311383 | val_loss: 0.0311718 | Time: 2465.94 ms
[2021-10-02 16:17:22 main:574] : INFO : Epoch 1813 | loss: 0.03114 | val_loss: 0.0311724 | Time: 2428.92 ms
[2021-10-02 16:17:24 main:574] : INFO : Epoch 1814 | loss: 0.031164 | val_loss: 0.0311801 | Time: 2472.04 ms
[2021-10-02 16:17:27 main:574] : INFO : Epoch 1815 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 2505.4 ms
[2021-10-02 16:17:29 main:574] : INFO : Epoch 1816 | loss: 0.0311565 | val_loss: 0.0311751 | Time: 2493.96 ms
[2021-10-02 16:17:32 main:574] : INFO : Epoch 1817 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 2581.06 ms
[2021-10-02 16:17:34 main:574] : INFO : Epoch 1818 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 2488.54 ms
[2021-10-02 16:17:37 main:574] : INFO : Epoch 1819 | loss: 0.0311488 | val_loss: 0.0311658 | Time: 2451.03 ms
[2021-10-02 16:17:39 main:574] : INFO : Epoch 1820 | loss: 0.0311506 | val_loss: 0.031175 | Time: 2512.93 ms
[2021-10-02 16:17:42 main:574] : INFO : Epoch 1821 | loss: 0.0311498 | val_loss: 0.0311637 | Time: 2508.66 ms
[2021-10-02 16:17:44 main:574] : INFO : Epoch 1822 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 2473.89 ms
[2021-10-02 16:17:47 main:574] : INFO : Epoch 1823 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 2441.79 ms
[2021-10-02 16:17:49 main:574] : INFO : Epoch 1824 | loss: 0.0311444 | val_loss: 0.0311633 | Time: 2529.51 ms
[2021-10-02 16:17:52 main:574] : INFO : Epoch 1825 | loss: 0.0311451 | val_loss: 0.0311645 | Time: 2434.5 ms
[2021-10-02 16:17:54 main:574] : INFO : Epoch 1826 | loss: 0.0311457 | val_loss: 0.031167 | Time: 2516.82 ms
[2021-10-02 16:17:57 main:574] : INFO : Epoch 1827 | loss: 0.0311522 | val_loss: 0.0311683 | Time: 2515.45 ms
[2021-10-02 16:17:59 main:574] : INFO : Epoch 1828 | loss: 0.0311512 | val_loss: 0.0311615 | Time: 2572.59 ms
[2021-10-02 16:18:02 main:574] : INFO : Epoch 1829 | loss: 0.0311472 | val_loss: 0.031163 | Time: 2469.85 ms
[2021-10-02 16:18:04 main:574] : INFO : Epoch 1830 | loss: 0.0311462 | val_loss: 0.0311607 | Time: 2420.08 ms
[2021-10-02 16:18:07 main:574] : INFO : Epoch 1831 | loss: 0.0311483 | val_loss: 0.0311677 | Time: 2567.61 ms
[2021-10-02 16:18:09 main:574] : INFO : Epoch 1832 | loss: 0.0311475 | val_loss: 0.0311617 | Time: 2498.75 ms
[2021-10-02 16:18:12 main:574] : INFO : Epoch 1833 | loss: 0.0311458 | val_loss: 0.0311606 | Time: 2464.33 ms
[2021-10-02 16:18:14 main:574] : INFO : Epoch 1834 | loss: 0.0311449 | val_loss: 0.0311625 | Time: 2570.08 ms
[2021-10-02 16:18:17 main:574] : INFO : Epoch 1835 | loss: 0.031146 | val_loss: 0.031164 | Time: 2509.52 ms
[2021-10-02 16:18:19 main:574] : INFO : Epoch 1836 | loss: 0.0311464 | val_loss: 0.0311723 | Time: 2436.02 ms
[2021-10-02 16:18:22 main:574] : INFO : Epoch 1837 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 2454.72 ms
[2021-10-02 16:18:24 main:574] : INFO : Epoch 1838 | loss: 0.031147 | val_loss: 0.0311667 | Time: 2613.39 ms
[2021-10-02 16:18:27 main:574] : INFO : Epoch 1839 | loss: 0.0311457 | val_loss: 0.031165 | Time: 2495.09 ms
[2021-10-02 16:18:29 main:574] : INFO : Epoch 1840 | loss: 0.0311444 | val_loss: 0.0311675 | Time: 2470.7 ms
[2021-10-02 16:18:32 main:574] : INFO : Epoch 1841 | loss: 0.0311445 | val_loss: 0.031169 | Time: 2485.52 ms
[2021-10-02 16:18:34 main:574] : INFO : Epoch 1842 | loss: 0.031143 | val_loss: 0.031168 | Time: 2567.54 ms
[2021-10-02 16:18:37 main:574] : INFO : Epoch 1843 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 2468.94 ms
[2021-10-02 16:18:39 main:574] : INFO : Epoch 1844 | loss: 0.0311439 | val_loss: 0.0311642 | Time: 2473.47 ms
[2021-10-02 16:18:42 main:574] : INFO : Epoch 1845 | loss: 0.0311418 | val_loss: 0.031166 | Time: 2547.56 ms
[2021-10-02 16:18:44 main:574] : INFO : Epoch 1846 | loss: 0.0311425 | val_loss: 0.0311672 | Time: 2543.58 ms
[2021-10-02 16:18:47 main:574] : INFO : Epoch 1847 | loss: 0.0311424 | val_loss: 0.0311722 | Time: 2448.39 ms
[2021-10-02 16:18:49 main:574] : INFO : Epoch 1848 | loss: 0.0311435 | val_loss: 0.0311647 | Time: 2455.09 ms
[2021-10-02 16:18:52 main:574] : INFO : Epoch 1849 | loss: 0.0311429 | val_loss: 0.0311715 | Time: 2547.35 ms
[2021-10-02 16:18:54 main:574] : INFO : Epoch 1850 | loss: 0.0311428 | val_loss: 0.0311636 | Time: 2352.97 ms
[2021-10-02 16:18:57 main:574] : INFO : Epoch 1851 | loss: 0.0311406 | val_loss: 0.0311657 | Time: 2325.35 ms
[2021-10-02 16:18:59 main:574] : INFO : Epoch 1852 | loss: 0.0311401 | val_loss: 0.0311683 | Time: 2421.26 ms
[2021-10-02 16:19:01 main:574] : INFO : Epoch 1853 | loss: 0.0311438 | val_loss: 0.0311729 | Time: 2431.51 ms
[2021-10-02 16:19:04 main:574] : INFO : Epoch 1854 | loss: 0.0311446 | val_loss: 0.0311675 | Time: 2342.52 ms
[2021-10-02 16:19:06 main:574] : INFO : Epoch 1855 | loss: 0.0311422 | val_loss: 0.0311676 | Time: 2341.71 ms
[2021-10-02 16:19:09 main:574] : INFO : Epoch 1856 | loss: 0.0311402 | val_loss: 0.0311659 | Time: 2449.07 ms
[2021-10-02 16:19:11 main:574] : INFO : Epoch 1857 | loss: 0.0311408 | val_loss: 0.0311634 | Time: 2363.11 ms
[2021-10-02 16:19:13 main:574] : INFO : Epoch 1858 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 2307.24 ms
[2021-10-02 16:19:15 main:574] : INFO : Epoch 1859 | loss: 0.031143 | val_loss: 0.0311654 | Time: 2281.29 ms
[2021-10-02 16:19:18 main:574] : INFO : Epoch 1860 | loss: 0.0311414 | val_loss: 0.0311651 | Time: 2292.58 ms
[2021-10-02 16:19:20 main:574] : INFO : Epoch 1861 | loss: 0.031142 | val_loss: 0.0311633 | Time: 2388.69 ms
[2021-10-02 16:19:23 main:574] : INFO : Epoch 1862 | loss: 0.0311414 | val_loss: 0.0311661 | Time: 2322.92 ms
[2021-10-02 16:19:25 main:574] : INFO : Epoch 1863 | loss: 0.0311418 | val_loss: 0.0311685 | Time: 2433.22 ms
[2021-10-02 16:19:28 main:574] : INFO : Epoch 1864 | loss: 0.0311431 | val_loss: 0.031163 | Time: 2438.58 ms
[2021-10-02 16:19:30 main:574] : INFO : Epoch 1865 | loss: 0.0311424 | val_loss: 0.031165 | Time: 2514.64 ms
[2021-10-02 16:19:33 main:574] : INFO : Epoch 1866 | loss: 0.0311404 | val_loss: 0.0311629 | Time: 2533.23 ms
[2021-10-02 16:19:36 main:574] : INFO : Epoch 1867 | loss: 0.0311684 | val_loss: 0.0312082 | Time: 2587.81 ms
[2021-10-02 16:19:38 main:574] : INFO : Epoch 1868 | loss: 0.0311914 | val_loss: 0.0311859 | Time: 2496.03 ms
[2021-10-02 16:19:41 main:574] : INFO : Epoch 1869 | loss: 0.031171 | val_loss: 0.0311722 | Time: 2486.01 ms
[2021-10-02 16:19:43 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 2572.84 ms
[2021-10-02 16:19:46 main:574] : INFO : Epoch 1871 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2487.7 ms
[2021-10-02 16:19:48 main:574] : INFO : Epoch 1872 | loss: 0.0311574 | val_loss: 0.031166 | Time: 2536.34 ms
[2021-10-02 16:19:51 main:574] : INFO : Epoch 1873 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 2491.12 ms
[2021-10-02 16:19:53 main:574] : INFO : Epoch 1874 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 2435.17 ms
[2021-10-02 16:19:56 main:574] : INFO : Epoch 1875 | loss: 0.0311569 | val_loss: 0.0311655 | Time: 2493.49 ms
[2021-10-02 16:19:58 main:574] : INFO : Epoch 1876 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 2593.63 ms
[2021-10-02 16:20:01 main:574] : INFO : Epoch 1877 | loss: 0.0311562 | val_loss: 0.0311651 | Time: 2574.04 ms
[2021-10-02 16:20:03 main:574] : INFO : Epoch 1878 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 2572.91 ms
[2021-10-02 16:20:06 main:574] : INFO : Epoch 1879 | loss: 0.0311528 | val_loss: 0.0311619 | Time: 2497.48 ms
[2021-10-02 16:20:08 main:574] : INFO : Epoch 1880 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 2485.28 ms
[2021-10-02 16:20:11 main:574] : INFO : Epoch 1881 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 2470.88 ms
[2021-10-02 16:20:13 main:574] : INFO : Epoch 1882 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 2484.12 ms
[2021-10-02 16:20:16 main:574] : INFO : Epoch 1883 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 2553.18 ms
[2021-10-02 16:20:18 main:574] : INFO : Epoch 1884 | loss: 0.0311513 | val_loss: 0.0311633 | Time: 2481.27 ms
[2021-10-02 16:20:21 main:574] : INFO : Epoch 1885 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 2424.89 ms
[2021-10-02 16:20:23 main:574] : INFO : Epoch 1886 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 2559.67 ms
[2021-10-02 16:20:26 main:574] : INFO : Epoch 1887 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 2573.87 ms
[2021-10-02 16:20:29 main:574] : INFO : Epoch 1888 | loss: 0.0311506 | val_loss: 0.0311634 | Time: 2519.63 ms
[2021-10-02 16:20:31 main:574] : INFO : Epoch 1889 | loss: 0.0311497 | val_loss: 0.0311657 | Time: 2513.24 ms
[2021-10-02 16:20:34 main:574] : INFO : Epoch 1890 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 2538.05 ms
[2021-10-02 16:20:36 main:574] : INFO : Epoch 1891 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 2433.47 ms
[2021-10-02 16:20:38 main:574] : INFO : Epoch 1892 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 2414.16 ms
[2021-10-02 16:20:41 main:574] : INFO : Epoch 1893 | loss: 0.0311488 | val_loss: 0.0311626 | Time: 2545.18 ms
[2021-10-02 16:20:43 main:574] : INFO : Epoch 1894 | loss: 0.0311482 | val_loss: 0.0311672 | Time: 2456.1 ms
[2021-10-02 16:20:46 main:574] : INFO : Epoch 1895 | loss: 0.0311485 | val_loss: 0.0311634 | Time: 2500.86 ms
[2021-10-02 16:20:48 main:574] : INFO : Epoch 1896 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 2428.87 ms
[2021-10-02 16:20:51 main:574] : INFO : Epoch 1897 | loss: 0.0311471 | val_loss: 0.0311628 | Time: 2578.22 ms
[2021-10-02 16:20:54 main:574] : INFO : Epoch 1898 | loss: 0.0311482 | val_loss: 0.0311637 | Time: 2554.45 ms
[2021-10-02 16:20:56 main:574] : INFO : Epoch 1899 | loss: 0.0311487 | val_loss: 0.0311675 | Time: 2523.83 ms
[2021-10-02 16:20:59 main:574] : INFO : Epoch 1900 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 2554.37 ms
[2021-10-02 16:21:01 main:574] : INFO : Epoch 1901 | loss: 0.031148 | val_loss: 0.0311659 | Time: 2584.65 ms
[2021-10-02 16:21:04 main:574] : INFO : Epoch 1902 | loss: 0.0311486 | val_loss: 0.0311698 | Time: 2426.42 ms
[2021-10-02 16:21:06 main:574] : INFO : Epoch 1903 | loss: 0.0311524 | val_loss: 0.0311704 | Time: 2390.47 ms
[2021-10-02 16:21:09 main:574] : INFO : Epoch 1904 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 2597.17 ms
[2021-10-02 16:21:11 main:574] : INFO : Epoch 1905 | loss: 0.0311535 | val_loss: 0.0311705 | Time: 2419.05 ms
[2021-10-02 16:21:13 main:574] : INFO : Epoch 1906 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 2370.8 ms
[2021-10-02 16:21:16 main:574] : INFO : Epoch 1907 | loss: 0.0311475 | val_loss: 0.0311626 | Time: 2389.66 ms
[2021-10-02 16:21:18 main:574] : INFO : Epoch 1908 | loss: 0.031145 | val_loss: 0.0311628 | Time: 2421.7 ms
[2021-10-02 16:21:21 main:574] : INFO : Epoch 1909 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 2510.51 ms
[2021-10-02 16:21:23 main:574] : INFO : Epoch 1910 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 2466.85 ms
[2021-10-02 16:21:26 main:574] : INFO : Epoch 1911 | loss: 0.0311475 | val_loss: 0.0311686 | Time: 2625.64 ms
[2021-10-02 16:21:28 main:574] : INFO : Epoch 1912 | loss: 0.0311468 | val_loss: 0.0311635 | Time: 2533.99 ms
[2021-10-02 16:21:31 main:574] : INFO : Epoch 1913 | loss: 0.0311474 | val_loss: 0.0311662 | Time: 2420.84 ms
[2021-10-02 16:21:33 main:574] : INFO : Epoch 1914 | loss: 0.0311479 | val_loss: 0.0311688 | Time: 2499.89 ms
[2021-10-02 16:21:36 main:574] : INFO : Epoch 1915 | loss: 0.0311483 | val_loss: 0.0311638 | Time: 2507.57 ms
[2021-10-02 16:21:38 main:574] : INFO : Epoch 1916 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 2492.62 ms
[2021-10-02 16:21:41 main:574] : INFO : Epoch 1917 | loss: 0.0311502 | val_loss: 0.0311624 | Time: 2429.7 ms
[2021-10-02 16:21:43 main:574] : INFO : Epoch 1918 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 2569.69 ms
[2021-10-02 16:21:46 main:574] : INFO : Epoch 1919 | loss: 0.0311496 | val_loss: 0.0311653 | Time: 2551.57 ms
[2021-10-02 16:21:49 main:574] : INFO : Epoch 1920 | loss: 0.0311514 | val_loss: 0.0311685 | Time: 2504.66 ms
[2021-10-02 16:21:51 main:574] : INFO : Epoch 1921 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 2493.66 ms
[2021-10-02 16:21:54 main:574] : INFO : Epoch 1922 | loss: 0.0311473 | val_loss: 0.031163 | Time: 2591.57 ms
[2021-10-02 16:21:56 main:574] : INFO : Epoch 1923 | loss: 0.0311462 | val_loss: 0.0311622 | Time: 2485.28 ms
[2021-10-02 16:21:59 main:574] : INFO : Epoch 1924 | loss: 0.0311464 | val_loss: 0.0311622 | Time: 2439.22 ms
[2021-10-02 16:22:01 main:574] : INFO : Epoch 1925 | loss: 0.0311457 | val_loss: 0.031162 | Time: 2560.78 ms
[2021-10-02 16:22:04 main:574] : INFO : Epoch 1926 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 2469.8 ms
[2021-10-02 16:22:06 main:574] : INFO : Epoch 1927 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 2443.09 ms
[2021-10-02 16:22:09 main:574] : INFO : Epoch 1928 | loss: 0.031144 | val_loss: 0.0311633 | Time: 2463.22 ms
[2021-10-02 16:22:11 main:574] : INFO : Epoch 1929 | loss: 0.0311464 | val_loss: 0.031165 | Time: 2556.24 ms
[2021-10-02 16:22:14 main:574] : INFO : Epoch 1930 | loss: 0.0311487 | val_loss: 0.031162 | Time: 2515.38 ms
[2021-10-02 16:22:16 main:574] : INFO : Epoch 1931 | loss: 0.0311533 | val_loss: 0.0311747 | Time: 2475.82 ms
[2021-10-02 16:22:19 main:574] : INFO : Epoch 1932 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 2476.74 ms
[2021-10-02 16:22:21 main:574] : INFO : Epoch 1933 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 2451.31 ms
[2021-10-02 16:22:23 main:574] : INFO : Epoch 1934 | loss: 0.0311463 | val_loss: 0.0311669 | Time: 2411.49 ms
[2021-10-02 16:22:26 main:574] : INFO : Epoch 1935 | loss: 0.0311451 | val_loss: 0.0311661 | Time: 2417.54 ms
[2021-10-02 16:22:28 main:574] : INFO : Epoch 1936 | loss: 0.0311457 | val_loss: 0.0311653 | Time: 2456.14 ms
[2021-10-02 16:22:31 main:574] : INFO : Epoch 1937 | loss: 0.031144 | val_loss: 0.0311639 | Time: 2435.17 ms
[2021-10-02 16:22:33 main:574] : INFO : Epoch 1938 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 2392.14 ms
[2021-10-02 16:22:36 main:574] : INFO : Epoch 1939 | loss: 0.0311466 | val_loss: 0.0311599 | Time: 2494.98 ms
[2021-10-02 16:22:38 main:574] : INFO : Epoch 1940 | loss: 0.0311479 | val_loss: 0.0311625 | Time: 2510.02 ms
[2021-10-02 16:22:41 main:574] : INFO : Epoch 1941 | loss: 0.031147 | val_loss: 0.031163 | Time: 2502.11 ms
[2021-10-02 16:22:43 main:574] : INFO : Epoch 1942 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 2423.2 ms
[2021-10-02 16:22:46 main:574] : INFO : Epoch 1943 | loss: 0.0311437 | val_loss: 0.0311646 | Time: 2543.55 ms
[2021-10-02 16:22:48 main:574] : INFO : Epoch 1944 | loss: 0.0311427 | val_loss: 0.031161 | Time: 2484.41 ms
[2021-10-02 16:22:51 main:574] : INFO : Epoch 1945 | loss: 0.0311432 | val_loss: 0.0311647 | Time: 2424.38 ms
[2021-10-02 16:22:53 main:574] : INFO : Epoch 1946 | loss: 0.0311447 | val_loss: 0.031161 | Time: 2471.36 ms
[2021-10-02 16:22:56 main:574] : INFO : Epoch 1947 | loss: 0.031143 | val_loss: 0.0311623 | Time: 2475.54 ms
[2021-10-02 16:22:58 main:574] : INFO : Epoch 1948 | loss: 0.0311431 | val_loss: 0.0311597 | Time: 2486.1 ms
[2021-10-02 16:23:00 main:574] : INFO : Epoch 1949 | loss: 0.0311428 | val_loss: 0.0311623 | Time: 2405.11 ms
[2021-10-02 16:23:03 main:574] : INFO : Epoch 1950 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 2497.02 ms
[2021-10-02 16:23:05 main:574] : INFO : Epoch 1951 | loss: 0.0311422 | val_loss: 0.0311628 | Time: 2508.84 ms
[2021-10-02 16:23:08 main:574] : INFO : Epoch 1952 | loss: 0.0311421 | val_loss: 0.0311669 | Time: 2459.74 ms
[2021-10-02 16:23:10 main:574] : INFO : Epoch 1953 | loss: 0.0311432 | val_loss: 0.0311649 | Time: 2488.52 ms
[2021-10-02 16:23:13 main:574] : INFO : Epoch 1954 | loss: 0.0311424 | val_loss: 0.0311653 | Time: 2497.25 ms
[2021-10-02 16:23:15 main:574] : INFO : Epoch 1955 | loss: 0.0311435 | val_loss: 0.031168 | Time: 2420.84 ms
[2021-10-02 16:23:18 main:574] : INFO : Epoch 1956 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 2485.58 ms
[2021-10-02 16:23:20 main:574] : INFO : Epoch 1957 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 2562.07 ms
[2021-10-02 16:23:23 main:574] : INFO : Epoch 1958 | loss: 0.0311431 | val_loss: 0.0311641 | Time: 2543.83 ms
[2021-10-02 16:23:25 main:574] : INFO : Epoch 1959 | loss: 0.0311438 | val_loss: 0.0311653 | Time: 2462.59 ms
[2021-10-02 16:23:28 main:574] : INFO : Epoch 1960 | loss: 0.0311462 | val_loss: 0.031167 | Time: 2571.37 ms
[2021-10-02 16:23:31 main:574] : INFO : Epoch 1961 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 2553.78 ms
[2021-10-02 16:23:33 main:574] : INFO : Epoch 1962 | loss: 0.0311413 | val_loss: 0.0311666 | Time: 2572.97 ms
[2021-10-02 16:23:36 main:574] : INFO : Epoch 1963 | loss: 0.031141 | val_loss: 0.0311661 | Time: 2538.5 ms
[2021-10-02 16:23:38 main:574] : INFO : Epoch 1964 | loss: 0.0311406 | val_loss: 0.031167 | Time: 2585.9 ms
[2021-10-02 16:23:41 main:574] : INFO : Epoch 1965 | loss: 0.0311418 | val_loss: 0.0311662 | Time: 2449.54 ms
[2021-10-02 16:23:43 main:574] : INFO : Epoch 1966 | loss: 0.031143 | val_loss: 0.031164 | Time: 2413.15 ms
[2021-10-02 16:23:46 main:574] : INFO : Epoch 1967 | loss: 0.0311483 | val_loss: 0.0311612 | Time: 2536.69 ms
[2021-10-02 16:23:48 main:574] : INFO : Epoch 1968 | loss: 0.0311475 | val_loss: 0.0311681 | Time: 2507.04 ms
[2021-10-02 16:23:51 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311611 | Time: 2494.61 ms
[2021-10-02 16:23:53 main:574] : INFO : Epoch 1970 | loss: 0.0311463 | val_loss: 0.0311619 | Time: 2446.84 ms
[2021-10-02 16:23:56 main:574] : INFO : Epoch 1971 | loss: 0.0311466 | val_loss: 0.0311619 | Time: 2623.59 ms
[2021-10-02 16:23:58 main:574] : INFO : Epoch 1972 | loss: 0.0311465 | val_loss: 0.0311676 | Time: 2575.03 ms
[2021-10-02 16:24:01 main:574] : INFO : Epoch 1973 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 2495.44 ms
[2021-10-02 16:24:03 main:574] : INFO : Epoch 1974 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 2504.69 ms
[2021-10-02 16:24:06 main:574] : INFO : Epoch 1975 | loss: 0.0311623 | val_loss: 0.0311645 | Time: 2529.29 ms
[2021-10-02 16:24:08 main:574] : INFO : Epoch 1976 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 2425.8 ms
[2021-10-02 16:24:11 main:574] : INFO : Epoch 1977 | loss: 0.0311636 | val_loss: 0.0311663 | Time: 2382.09 ms
[2021-10-02 16:24:13 main:574] : INFO : Epoch 1978 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 2560.09 ms
[2021-10-02 16:24:16 main:574] : INFO : Epoch 1979 | loss: 0.0311574 | val_loss: 0.031167 | Time: 2490.15 ms
[2021-10-02 16:24:18 main:574] : INFO : Epoch 1980 | loss: 0.031158 | val_loss: 0.0311671 | Time: 2438.7 ms
[2021-10-02 16:24:21 main:574] : INFO : Epoch 1981 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 2465.42 ms
[2021-10-02 16:24:23 main:574] : INFO : Epoch 1982 | loss: 0.0311513 | val_loss: 0.0311639 | Time: 2584.11 ms
[2021-10-02 16:24:26 main:574] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0311624 | Time: 2567.75 ms
[2021-10-02 16:24:28 main:574] : INFO : Epoch 1984 | loss: 0.0311495 | val_loss: 0.0311632 | Time: 2493.34 ms
[2021-10-02 16:24:31 main:574] : INFO : Epoch 1985 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 2532.52 ms
[2021-10-02 16:24:33 main:574] : INFO : Epoch 1986 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 2529.87 ms
[2021-10-02 16:24:36 main:574] : INFO : Epoch 1987 | loss: 0.0311487 | val_loss: 0.0311631 | Time: 2397.7 ms
[2021-10-02 16:24:38 main:574] : INFO : Epoch 1988 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 2421.54 ms
[2021-10-02 16:24:41 main:574] : INFO : Epoch 1989 | loss: 0.0311472 | val_loss: 0.0311619 | Time: 2521.66 ms
[2021-10-02 16:24:43 main:574] : INFO : Epoch 1990 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 2601.63 ms
[2021-10-02 16:24:46 main:574] : INFO : Epoch 1991 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 2470.99 ms
[2021-10-02 16:24:49 main:574] : INFO : Epoch 1992 | loss: 0.0311474 | val_loss: 0.0311622 | Time: 2573.81 ms
[2021-10-02 16:24:51 main:574] : INFO : Epoch 1993 | loss: 0.0311467 | val_loss: 0.0311612 | Time: 2567.23 ms
[2021-10-02 16:24:54 main:574] : INFO : Epoch 1994 | loss: 0.031147 | val_loss: 0.0311628 | Time: 2532.33 ms
[2021-10-02 16:24:56 main:574] : INFO : Epoch 1995 | loss: 0.0311475 | val_loss: 0.0311612 | Time: 2562.13 ms
[2021-10-02 16:24:59 main:574] : INFO : Epoch 1996 | loss: 0.0311458 | val_loss: 0.0311636 | Time: 2541.8 ms
[2021-10-02 16:25:01 main:574] : INFO : Epoch 1997 | loss: 0.0311465 | val_loss: 0.0311663 | Time: 2478.84 ms
[2021-10-02 16:25:04 main:574] : INFO : Epoch 1998 | loss: 0.0311472 | val_loss: 0.0311612 | Time: 2434.45 ms
[2021-10-02 16:25:06 main:574] : INFO : Epoch 1999 | loss: 0.0311462 | val_loss: 0.0311609 | Time: 2429.61 ms
[2021-10-02 16:25:09 main:574] : INFO : Epoch 2000 | loss: 0.0311451 | val_loss: 0.031161 | Time: 2491.49 ms
[2021-10-02 16:25:11 main:574] : INFO : Epoch 2001 | loss: 0.0311457 | val_loss: 0.0311655 | Time: 2404.89 ms
[2021-10-02 16:25:14 main:574] : INFO : Epoch 2002 | loss: 0.0311442 | val_loss: 0.031163 | Time: 2485.96 ms
[2021-10-02 16:25:16 main:574] : INFO : Epoch 2003 | loss: 0.0311449 | val_loss: 0.0311632 | Time: 2571.85 ms
[2021-10-02 16:25:19 main:574] : INFO : Epoch 2004 | loss: 0.031145 | val_loss: 0.0311645 | Time: 2529.73 ms
[2021-10-02 16:25:21 main:574] : INFO : Epoch 2005 | loss: 0.0311442 | val_loss: 0.0311644 | Time: 2552.11 ms
[2021-10-02 16:25:24 main:574] : INFO : Epoch 2006 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 2558.53 ms
[2021-10-02 16:25:26 main:574] : INFO : Epoch 2007 | loss: 0.0311445 | val_loss: 0.0311626 | Time: 2501.76 ms
[2021-10-02 16:25:29 main:574] : INFO : Epoch 2008 | loss: 0.031146 | val_loss: 0.0311645 | Time: 2482.71 ms
[2021-10-02 16:25:31 main:574] : INFO : Epoch 2009 | loss: 0.0311463 | val_loss: 0.0311647 | Time: 2482.46 ms
[2021-10-02 16:25:34 main:574] : INFO : Epoch 2010 | loss: 0.0311444 | val_loss: 0.0311618 | Time: 2421.44 ms
[2021-10-02 16:25:36 main:574] : INFO : Epoch 2011 | loss: 0.0311442 | val_loss: 0.0311653 | Time: 2472.47 ms
[2021-10-02 16:25:39 main:574] : INFO : Epoch 2012 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 2408.88 ms
[2021-10-02 16:25:41 main:574] : INFO : Epoch 2013 | loss: 0.0311454 | val_loss: 0.0311615 | Time: 2551.94 ms
[2021-10-02 16:25:44 main:574] : INFO : Epoch 2014 | loss: 0.0311448 | val_loss: 0.031162 | Time: 2521.6 ms
[2021-10-02 16:25:46 main:574] : INFO : Epoch 2015 | loss: 0.0311452 | val_loss: 0.031164 | Time: 2534.93 ms
[2021-10-02 16:25:49 main:574] : INFO : Epoch 2016 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 2563.98 ms
[2021-10-02 16:25:51 main:574] : INFO : Epoch 2017 | loss: 0.0311449 | val_loss: 0.0311659 | Time: 2528.38 ms
[2021-10-02 16:25:54 main:574] : INFO : Epoch 2018 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 2444.35 ms
[2021-10-02 16:25:56 main:574] : INFO : Epoch 2019 | loss: 0.0311436 | val_loss: 0.0311632 | Time: 2492.66 ms
[2021-10-02 16:25:59 main:574] : INFO : Epoch 2020 | loss: 0.0311431 | val_loss: 0.0311639 | Time: 2576.65 ms
[2021-10-02 16:26:01 main:574] : INFO : Epoch 2021 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 2487.22 ms
[2021-10-02 16:26:04 main:574] : INFO : Epoch 2022 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 2402.48 ms
[2021-10-02 16:26:06 main:574] : INFO : Epoch 2023 | loss: 0.0311435 | val_loss: 0.031163 | Time: 2499.57 ms
[2021-10-02 16:26:09 main:574] : INFO : Epoch 2024 | loss: 0.0311436 | val_loss: 0.031165 | Time: 2545.82 ms
[2021-10-02 16:26:11 main:574] : INFO : Epoch 2025 | loss: 0.0311439 | val_loss: 0.0311638 | Time: 2526.9 ms
[2021-10-02 16:26:14 main:574] : INFO : Epoch 2026 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 2503.2 ms
[2021-10-02 16:26:16 main:574] : INFO : Epoch 2027 | loss: 0.0311431 | val_loss: 0.0311671 | Time: 2625.83 ms
[2021-10-02 16:26:19 main:574] : INFO : Epoch 2028 | loss: 0.0311423 | val_loss: 0.0311649 | Time: 2488.95 ms
[2021-10-02 16:26:21 main:574] : INFO : Epoch 2029 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 2435.91 ms
[2021-10-02 16:26:24 main:574] : INFO : Epoch 2030 | loss: 0.0311407 | val_loss: 0.031171 | Time: 2526.6 ms
[2021-10-02 16:26:26 main:574] : INFO : Epoch 2031 | loss: 0.0311418 | val_loss: 0.031164 | Time: 2483.09 ms
[2021-10-02 16:26:29 main:574] : INFO : Epoch 2032 | loss: 0.0311412 | val_loss: 0.0311663 | Time: 2417.6 ms
[2021-10-02 16:26:31 main:574] : INFO : Epoch 2033 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 2427.69 ms
[2021-10-02 16:26:34 main:574] : INFO : Epoch 2034 | loss: 0.0311442 | val_loss: 0.0311685 | Time: 2557.53 ms
[2021-10-02 16:26:36 main:574] : INFO : Epoch 2035 | loss: 0.0311469 | val_loss: 0.0311684 | Time: 2545.99 ms
[2021-10-02 16:26:39 main:574] : INFO : Epoch 2036 | loss: 0.0311457 | val_loss: 0.0311683 | Time: 2486.72 ms
[2021-10-02 16:26:41 main:574] : INFO : Epoch 2037 | loss: 0.031145 | val_loss: 0.0311616 | Time: 2543.28 ms
[2021-10-02 16:26:44 main:574] : INFO : Epoch 2038 | loss: 0.0311436 | val_loss: 0.0311687 | Time: 2567.35 ms
[2021-10-02 16:26:46 main:574] : INFO : Epoch 2039 | loss: 0.0311435 | val_loss: 0.0311641 | Time: 2491.92 ms
[2021-10-02 16:26:49 main:574] : INFO : Epoch 2040 | loss: 0.0311419 | val_loss: 0.0311651 | Time: 2467.94 ms
[2021-10-02 16:26:52 main:574] : INFO : Epoch 2041 | loss: 0.0311413 | val_loss: 0.0311618 | Time: 2621.69 ms
[2021-10-02 16:26:54 main:574] : INFO : Epoch 2042 | loss: 0.0311419 | val_loss: 0.0311641 | Time: 2491.61 ms
[2021-10-02 16:26:56 main:574] : INFO : Epoch 2043 | loss: 0.0311398 | val_loss: 0.031163 | Time: 2382.54 ms
[2021-10-02 16:26:59 main:574] : INFO : Epoch 2044 | loss: 0.0311408 | val_loss: 0.0311633 | Time: 2515.81 ms
[2021-10-02 16:27:02 main:574] : INFO : Epoch 2045 | loss: 0.0311404 | val_loss: 0.031162 | Time: 2538.62 ms
[2021-10-02 16:27:04 main:574] : INFO : Epoch 2046 | loss: 0.0311448 | val_loss: 0.0311691 | Time: 2539.47 ms
[2021-10-02 16:27:07 main:574] : INFO : Epoch 2047 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 2466.73 ms
[2021-10-02 16:27:09 main:574] : INFO : Epoch 2048 | loss: 0.0311473 | val_loss: 0.0311629 | Time: 2536.1 ms
[2021-10-02 16:27:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311629
[2021-10-02 16:27:09 main:603] : INFO : Saving end state to config to file
[2021-10-02 16:27:09 main:608] : INFO : Success, exiting..
16:27:09 (6916): 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)