Task 11344459
| Name | ParityModified-1639948622-668-3-0_0 |
| Workunit | 8589693 |
| Created | 4 Feb 2022, 7:17:54 UTC |
| Sent | 16 Feb 2022, 11:20:57 UTC |
| Report deadline | 24 Feb 2022, 11:20:57 UTC |
| Received | 16 Feb 2022, 14:02:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 39 min 41 sec |
| CPU time | 1 hours 34 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311499 | val_loss: 0.0311736 | Time: 2453.43 ms
[2022-02-16 13:37:36 main:574] : INFO : Epoch 1543 | loss: 0.0311479 | val_loss: 0.0311695 | Time: 2521.8 ms
[2022-02-16 13:37:39 main:574] : INFO : Epoch 1544 | loss: 0.0311471 | val_loss: 0.031169 | Time: 2470.73 ms
[2022-02-16 13:37:41 main:574] : INFO : Epoch 1545 | loss: 0.0311481 | val_loss: 0.0311719 | Time: 2501.24 ms
[2022-02-16 13:37:44 main:574] : INFO : Epoch 1546 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 2492.51 ms
[2022-02-16 13:37:46 main:574] : INFO : Epoch 1547 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 2520.51 ms
[2022-02-16 13:37:49 main:574] : INFO : Epoch 1548 | loss: 0.0311554 | val_loss: 0.0311693 | Time: 2483.47 ms
[2022-02-16 13:37:51 main:574] : INFO : Epoch 1549 | loss: 0.0311532 | val_loss: 0.031171 | Time: 2510.08 ms
[2022-02-16 13:37:54 main:574] : INFO : Epoch 1550 | loss: 0.0311504 | val_loss: 0.03117 | Time: 2706.57 ms
[2022-02-16 13:37:57 main:574] : INFO : Epoch 1551 | loss: 0.031151 | val_loss: 0.0311698 | Time: 2638.6 ms
[2022-02-16 13:37:59 main:574] : INFO : Epoch 1552 | loss: 0.0311498 | val_loss: 0.0311716 | Time: 2491.33 ms
[2022-02-16 13:38:02 main:574] : INFO : Epoch 1553 | loss: 0.0311501 | val_loss: 0.0311713 | Time: 2545.38 ms
[2022-02-16 13:38:04 main:574] : INFO : Epoch 1554 | loss: 0.0311486 | val_loss: 0.031172 | Time: 2488.62 ms
[2022-02-16 13:38:07 main:574] : INFO : Epoch 1555 | loss: 0.031149 | val_loss: 0.0311786 | Time: 2507.96 ms
[2022-02-16 13:38:09 main:574] : INFO : Epoch 1556 | loss: 0.0311509 | val_loss: 0.0311732 | Time: 2478.55 ms
[2022-02-16 13:38:12 main:574] : INFO : Epoch 1557 | loss: 0.0311494 | val_loss: 0.0311703 | Time: 2497.71 ms
[2022-02-16 13:38:14 main:574] : INFO : Epoch 1558 | loss: 0.0311484 | val_loss: 0.0311746 | Time: 2456.4 ms
[2022-02-16 13:38:17 main:574] : INFO : Epoch 1559 | loss: 0.0311469 | val_loss: 0.0311705 | Time: 2513.14 ms
[2022-02-16 13:38:19 main:574] : INFO : Epoch 1560 | loss: 0.0311472 | val_loss: 0.0311721 | Time: 2454.72 ms
[2022-02-16 13:38:22 main:574] : INFO : Epoch 1561 | loss: 0.0311454 | val_loss: 0.0311725 | Time: 2507.31 ms
[2022-02-16 13:38:24 main:574] : INFO : Epoch 1562 | loss: 0.0311462 | val_loss: 0.031173 | Time: 2525.34 ms
[2022-02-16 13:38:27 main:574] : INFO : Epoch 1563 | loss: 0.0311581 | val_loss: 0.0311774 | Time: 2503.32 ms
[2022-02-16 13:38:29 main:574] : INFO : Epoch 1564 | loss: 0.0311566 | val_loss: 0.0311726 | Time: 2477.2 ms
[2022-02-16 13:38:32 main:574] : INFO : Epoch 1565 | loss: 0.0311547 | val_loss: 0.0311736 | Time: 2506.28 ms
[2022-02-16 13:38:34 main:574] : INFO : Epoch 1566 | loss: 0.0311556 | val_loss: 0.0311752 | Time: 2440.43 ms
[2022-02-16 13:38:37 main:574] : INFO : Epoch 1567 | loss: 0.0311534 | val_loss: 0.0311731 | Time: 2500.31 ms
[2022-02-16 13:38:39 main:574] : INFO : Epoch 1568 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 2500.28 ms
[2022-02-16 13:38:42 main:574] : INFO : Epoch 1569 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 2495.3 ms
[2022-02-16 13:38:44 main:574] : INFO : Epoch 1570 | loss: 0.0311509 | val_loss: 0.0311775 | Time: 2452.71 ms
[2022-02-16 13:38:47 main:574] : INFO : Epoch 1571 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 2508.97 ms
[2022-02-16 13:38:49 main:574] : INFO : Epoch 1572 | loss: 0.0311518 | val_loss: 0.0311778 | Time: 2503.34 ms
[2022-02-16 13:38:52 main:574] : INFO : Epoch 1573 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 2490.63 ms
[2022-02-16 13:38:54 main:574] : INFO : Epoch 1574 | loss: 0.0311516 | val_loss: 0.0311717 | Time: 2458.74 ms
[2022-02-16 13:38:57 main:574] : INFO : Epoch 1575 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 2474.55 ms
[2022-02-16 13:38:59 main:574] : INFO : Epoch 1576 | loss: 0.031153 | val_loss: 0.0311709 | Time: 2456.58 ms
[2022-02-16 13:39:01 main:574] : INFO : Epoch 1577 | loss: 0.0311537 | val_loss: 0.03117 | Time: 2451.08 ms
[2022-02-16 13:39:04 main:574] : INFO : Epoch 1578 | loss: 0.0311532 | val_loss: 0.0311757 | Time: 2481.89 ms
[2022-02-16 13:39:06 main:574] : INFO : Epoch 1579 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 2494.64 ms
[2022-02-16 13:39:09 main:574] : INFO : Epoch 1580 | loss: 0.0313564 | val_loss: 0.031511 | Time: 2471.28 ms
[2022-02-16 13:39:11 main:574] : INFO : Epoch 1581 | loss: 0.032325 | val_loss: 0.0316216 | Time: 2504.49 ms
[2022-02-16 13:39:14 main:574] : INFO : Epoch 1582 | loss: 0.0313912 | val_loss: 0.0312434 | Time: 2519.84 ms
[2022-02-16 13:39:16 main:574] : INFO : Epoch 1583 | loss: 0.0311921 | val_loss: 0.0311861 | Time: 2478.27 ms
[2022-02-16 13:39:19 main:574] : INFO : Epoch 1584 | loss: 0.0311706 | val_loss: 0.0311695 | Time: 2486.18 ms
[2022-02-16 13:39:21 main:574] : INFO : Epoch 1585 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 2533.07 ms
[2022-02-16 13:39:24 main:574] : INFO : Epoch 1586 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 2495.43 ms
[2022-02-16 13:39:26 main:574] : INFO : Epoch 1587 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 2534.71 ms
[2022-02-16 13:39:29 main:574] : INFO : Epoch 1588 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 2533.5 ms
[2022-02-16 13:39:31 main:574] : INFO : Epoch 1589 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 2452.74 ms
[2022-02-16 13:39:34 main:574] : INFO : Epoch 1590 | loss: 0.0311528 | val_loss: 0.0311717 | Time: 2472.31 ms
[2022-02-16 13:39:37 main:574] : INFO : Epoch 1591 | loss: 0.0311518 | val_loss: 0.0311717 | Time: 2572.75 ms
[2022-02-16 13:39:39 main:574] : INFO : Epoch 1592 | loss: 0.0311525 | val_loss: 0.031172 | Time: 2458.16 ms
[2022-02-16 13:39:42 main:574] : INFO : Epoch 1593 | loss: 0.0311604 | val_loss: 0.031173 | Time: 2527.6 ms
[2022-02-16 13:39:44 main:574] : INFO : Epoch 1594 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 2444.02 ms
[2022-02-16 13:39:46 main:574] : INFO : Epoch 1595 | loss: 0.0311572 | val_loss: 0.0311727 | Time: 2457.4 ms
[2022-02-16 13:39:49 main:574] : INFO : Epoch 1596 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 2507.81 ms
[2022-02-16 13:39:51 main:574] : INFO : Epoch 1597 | loss: 0.0311546 | val_loss: 0.0311717 | Time: 2471.4 ms
[2022-02-16 13:39:54 main:574] : INFO : Epoch 1598 | loss: 0.031155 | val_loss: 0.0311705 | Time: 2508.36 ms
[2022-02-16 13:39:57 main:574] : INFO : Epoch 1599 | loss: 0.0311548 | val_loss: 0.0311716 | Time: 2533.65 ms
[2022-02-16 13:39:59 main:574] : INFO : Epoch 1600 | loss: 0.0311534 | val_loss: 0.031172 | Time: 2434.5 ms
[2022-02-16 13:40:01 main:574] : INFO : Epoch 1601 | loss: 0.0311526 | val_loss: 0.0311749 | Time: 2504.29 ms
[2022-02-16 13:40:04 main:574] : INFO : Epoch 1602 | loss: 0.0311528 | val_loss: 0.0311729 | Time: 2455.53 ms
[2022-02-16 13:40:06 main:574] : INFO : Epoch 1603 | loss: 0.0311548 | val_loss: 0.0311749 | Time: 2500.42 ms
[2022-02-16 13:40:09 main:574] : INFO : Epoch 1604 | loss: 0.0311515 | val_loss: 0.0311707 | Time: 2474.99 ms
[2022-02-16 13:40:11 main:574] : INFO : Epoch 1605 | loss: 0.0311516 | val_loss: 0.0311744 | Time: 2551.59 ms
[2022-02-16 13:40:14 main:574] : INFO : Epoch 1606 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 2489.26 ms
[2022-02-16 13:40:16 main:574] : INFO : Epoch 1607 | loss: 0.0311543 | val_loss: 0.0311727 | Time: 2502.89 ms
[2022-02-16 13:40:19 main:574] : INFO : Epoch 1608 | loss: 0.0311509 | val_loss: 0.0311716 | Time: 2508.6 ms
[2022-02-16 13:40:21 main:574] : INFO : Epoch 1609 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 2497.58 ms
[2022-02-16 13:40:24 main:574] : INFO : Epoch 1610 | loss: 0.0311502 | val_loss: 0.031171 | Time: 2455.78 ms
[2022-02-16 13:40:26 main:574] : INFO : Epoch 1611 | loss: 0.0311502 | val_loss: 0.0311723 | Time: 2525.57 ms
[2022-02-16 13:40:29 main:574] : INFO : Epoch 1612 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 2612.58 ms
[2022-02-16 13:40:32 main:574] : INFO : Epoch 1613 | loss: 0.0311495 | val_loss: 0.031171 | Time: 2563.63 ms
[2022-02-16 13:40:34 main:574] : INFO : Epoch 1614 | loss: 0.0311494 | val_loss: 0.0311703 | Time: 2699.21 ms
[2022-02-16 13:40:37 main:574] : INFO : Epoch 1615 | loss: 0.0311488 | val_loss: 0.0311718 | Time: 2815.29 ms
[2022-02-16 13:40:40 main:574] : INFO : Epoch 1616 | loss: 0.0311482 | val_loss: 0.0311736 | Time: 2794.92 ms
[2022-02-16 13:40:43 main:574] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311725 | Time: 2664.33 ms
[2022-02-16 13:40:45 main:574] : INFO : Epoch 1618 | loss: 0.0311485 | val_loss: 0.0311729 | Time: 2684.48 ms
[2022-02-16 13:40:48 main:574] : INFO : Epoch 1619 | loss: 0.0311487 | val_loss: 0.0311734 | Time: 2678.23 ms
[2022-02-16 13:40:51 main:574] : INFO : Epoch 1620 | loss: 0.0311493 | val_loss: 0.0311731 | Time: 2754.19 ms
[2022-02-16 13:40:53 main:574] : INFO : Epoch 1621 | loss: 0.0311499 | val_loss: 0.0311714 | Time: 2618.63 ms
[2022-02-16 13:40:56 main:574] : INFO : Epoch 1622 | loss: 0.0311491 | val_loss: 0.0311714 | Time: 2793.86 ms
[2022-02-16 13:40:59 main:574] : INFO : Epoch 1623 | loss: 0.0311495 | val_loss: 0.0311704 | Time: 2680.65 ms
[2022-02-16 13:41:02 main:574] : INFO : Epoch 1624 | loss: 0.0311488 | val_loss: 0.0311729 | Time: 2644.27 ms
[2022-02-16 13:41:04 main:574] : INFO : Epoch 1625 | loss: 0.0311503 | val_loss: 0.031174 | Time: 2561.69 ms
[2022-02-16 13:41:07 main:574] : INFO : Epoch 1626 | loss: 0.0311488 | val_loss: 0.0311718 | Time: 2633.72 ms
[2022-02-16 13:41:09 main:574] : INFO : Epoch 1627 | loss: 0.0311503 | val_loss: 0.0311713 | Time: 2609.95 ms
[2022-02-16 13:41:12 main:574] : INFO : Epoch 1628 | loss: 0.0311494 | val_loss: 0.031181 | Time: 2574.7 ms
[2022-02-16 13:41:15 main:574] : INFO : Epoch 1629 | loss: 0.031151 | val_loss: 0.031173 | Time: 2624.97 ms
[2022-02-16 13:41:17 main:574] : INFO : Epoch 1630 | loss: 0.0311492 | val_loss: 0.0311701 | Time: 2662.94 ms
[2022-02-16 13:41:20 main:574] : INFO : Epoch 1631 | loss: 0.0311481 | val_loss: 0.0311703 | Time: 2633.38 ms
[2022-02-16 13:41:23 main:574] : INFO : Epoch 1632 | loss: 0.0311478 | val_loss: 0.0311714 | Time: 2714.13 ms
[2022-02-16 13:41:25 main:574] : INFO : Epoch 1633 | loss: 0.0311495 | val_loss: 0.031172 | Time: 2631.31 ms
[2022-02-16 13:41:28 main:574] : INFO : Epoch 1634 | loss: 0.0311484 | val_loss: 0.0311728 | Time: 2592.91 ms
[2022-02-16 13:41:30 main:574] : INFO : Epoch 1635 | loss: 0.0311478 | val_loss: 0.0311743 | Time: 2549.3 ms
[2022-02-16 13:41:33 main:574] : INFO : Epoch 1636 | loss: 0.0311484 | val_loss: 0.0311725 | Time: 2535.52 ms
[2022-02-16 13:41:35 main:574] : INFO : Epoch 1637 | loss: 0.0311473 | val_loss: 0.0311722 | Time: 2563 ms
[2022-02-16 13:41:38 main:574] : INFO : Epoch 1638 | loss: 0.031148 | val_loss: 0.0311775 | Time: 2542.92 ms
[2022-02-16 13:41:41 main:574] : INFO : Epoch 1639 | loss: 0.0311465 | val_loss: 0.0311743 | Time: 2594.57 ms
[2022-02-16 13:41:43 main:574] : INFO : Epoch 1640 | loss: 0.0311484 | val_loss: 0.0311781 | Time: 2511.63 ms
[2022-02-16 13:41:46 main:574] : INFO : Epoch 1641 | loss: 0.0311518 | val_loss: 0.0311736 | Time: 2504.43 ms
[2022-02-16 13:41:48 main:574] : INFO : Epoch 1642 | loss: 0.0311466 | val_loss: 0.0311725 | Time: 2502.99 ms
[2022-02-16 13:41:51 main:574] : INFO : Epoch 1643 | loss: 0.0311473 | val_loss: 0.031174 | Time: 2875.51 ms
[2022-02-16 13:41:54 main:574] : INFO : Epoch 1644 | loss: 0.0311475 | val_loss: 0.0311765 | Time: 2994.51 ms
[2022-02-16 13:41:57 main:574] : INFO : Epoch 1645 | loss: 0.0311457 | val_loss: 0.031176 | Time: 3051.82 ms
[2022-02-16 13:42:00 main:574] : INFO : Epoch 1646 | loss: 0.0311496 | val_loss: 0.0311838 | Time: 2991.1 ms
[2022-02-16 13:42:03 main:574] : INFO : Epoch 1647 | loss: 0.0311485 | val_loss: 0.0311768 | Time: 2990.92 ms
[2022-02-16 13:42:06 main:574] : INFO : Epoch 1648 | loss: 0.0311462 | val_loss: 0.0311717 | Time: 2992.14 ms
[2022-02-16 13:42:09 main:574] : INFO : Epoch 1649 | loss: 0.0311442 | val_loss: 0.0311742 | Time: 2985.84 ms
[2022-02-16 13:42:12 main:574] : INFO : Epoch 1650 | loss: 0.0311464 | val_loss: 0.0311741 | Time: 3018.36 ms
[2022-02-16 13:42:15 main:574] : INFO : Epoch 1651 | loss: 0.0311458 | val_loss: 0.0311721 | Time: 2976.27 ms
[2022-02-16 13:42:18 main:574] : INFO : Epoch 1652 | loss: 0.0311449 | val_loss: 0.0311733 | Time: 2968.41 ms
[2022-02-16 13:42:21 main:574] : INFO : Epoch 1653 | loss: 0.0311444 | val_loss: 0.0311732 | Time: 2984 ms
[2022-02-16 13:42:24 main:574] : INFO : Epoch 1654 | loss: 0.0311458 | val_loss: 0.031171 | Time: 2929.91 ms
[2022-02-16 13:42:27 main:574] : INFO : Epoch 1655 | loss: 0.0311475 | val_loss: 0.0311746 | Time: 3052.54 ms
[2022-02-16 13:42:30 main:574] : INFO : Epoch 1656 | loss: 0.0311479 | val_loss: 0.0311772 | Time: 2993.38 ms
[2022-02-16 13:42:33 main:574] : INFO : Epoch 1657 | loss: 0.0311501 | val_loss: 0.0311678 | Time: 3002.35 ms
[2022-02-16 13:42:36 main:574] : INFO : Epoch 1658 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 3021.44 ms
[2022-02-16 13:42:39 main:574] : INFO : Epoch 1659 | loss: 0.0311471 | val_loss: 0.031169 | Time: 3015.23 ms
[2022-02-16 13:42:42 main:574] : INFO : Epoch 1660 | loss: 0.0311493 | val_loss: 0.0311687 | Time: 3021.33 ms
[2022-02-16 13:42:45 main:574] : INFO : Epoch 1661 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 2972.77 ms
[2022-02-16 13:42:48 main:574] : INFO : Epoch 1662 | loss: 0.0311506 | val_loss: 0.0311671 | Time: 2993.85 ms
[2022-02-16 13:42:51 main:574] : INFO : Epoch 1663 | loss: 0.0311502 | val_loss: 0.0311692 | Time: 2957.49 ms
[2022-02-16 13:42:54 main:574] : INFO : Epoch 1664 | loss: 0.031148 | val_loss: 0.0311701 | Time: 2970.32 ms
[2022-02-16 13:42:57 main:574] : INFO : Epoch 1665 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 3024.94 ms
[2022-02-16 13:43:00 main:574] : INFO : Epoch 1666 | loss: 0.0311513 | val_loss: 0.0311683 | Time: 2957.51 ms
[2022-02-16 13:43:03 main:574] : INFO : Epoch 1667 | loss: 0.0311505 | val_loss: 0.031168 | Time: 3055.15 ms
[2022-02-16 13:43:06 main:574] : INFO : Epoch 1668 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 3026.52 ms
[2022-02-16 13:43:09 main:574] : INFO : Epoch 1669 | loss: 0.0311494 | val_loss: 0.0311697 | Time: 2989.25 ms
[2022-02-16 13:43:12 main:574] : INFO : Epoch 1670 | loss: 0.0311505 | val_loss: 0.0311707 | Time: 2937.34 ms
[2022-02-16 13:43:15 main:574] : INFO : Epoch 1671 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 2945.55 ms
[2022-02-16 13:43:18 main:574] : INFO : Epoch 1672 | loss: 0.0311502 | val_loss: 0.0311666 | Time: 2968.76 ms
[2022-02-16 13:43:21 main:574] : INFO : Epoch 1673 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 3009.01 ms
[2022-02-16 13:43:24 main:574] : INFO : Epoch 1674 | loss: 0.0311495 | val_loss: 0.0311706 | Time: 3012.14 ms
[2022-02-16 13:43:27 main:574] : INFO : Epoch 1675 | loss: 0.03115 | val_loss: 0.0311695 | Time: 3006.77 ms
[2022-02-16 13:43:30 main:574] : INFO : Epoch 1676 | loss: 0.0311482 | val_loss: 0.0311744 | Time: 2898.16 ms
[2022-02-16 13:43:33 main:574] : INFO : Epoch 1677 | loss: 0.03115 | val_loss: 0.0311753 | Time: 2968.55 ms
[2022-02-16 13:43:36 main:574] : INFO : Epoch 1678 | loss: 0.0311487 | val_loss: 0.0311742 | Time: 3017.4 ms
[2022-02-16 13:43:39 main:574] : INFO : Epoch 1679 | loss: 0.0311514 | val_loss: 0.0311731 | Time: 2954.79 ms
[2022-02-16 13:43:42 main:574] : INFO : Epoch 1680 | loss: 0.0311502 | val_loss: 0.0311713 | Time: 3041.36 ms
[2022-02-16 13:43:45 main:574] : INFO : Epoch 1681 | loss: 0.03115 | val_loss: 0.0311693 | Time: 2984.99 ms
[2022-02-16 13:43:48 main:574] : INFO : Epoch 1682 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 3028.41 ms
[2022-02-16 13:43:51 main:574] : INFO : Epoch 1683 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 3007.37 ms
[2022-02-16 13:43:54 main:574] : INFO : Epoch 1684 | loss: 0.0311483 | val_loss: 0.0311673 | Time: 2931.77 ms
[2022-02-16 13:43:57 main:574] : INFO : Epoch 1685 | loss: 0.0311476 | val_loss: 0.0311665 | Time: 2944.5 ms
[2022-02-16 13:44:00 main:574] : INFO : Epoch 1686 | loss: 0.0311464 | val_loss: 0.0311691 | Time: 3004.7 ms
[2022-02-16 13:44:03 main:574] : INFO : Epoch 1687 | loss: 0.0311463 | val_loss: 0.0311699 | Time: 2938.86 ms
[2022-02-16 13:44:06 main:574] : INFO : Epoch 1688 | loss: 0.0311459 | val_loss: 0.0311781 | Time: 2974.28 ms
[2022-02-16 13:44:09 main:574] : INFO : Epoch 1689 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 2999.61 ms
[2022-02-16 13:44:12 main:574] : INFO : Epoch 1690 | loss: 0.0311468 | val_loss: 0.0311727 | Time: 3018.27 ms
[2022-02-16 13:44:15 main:574] : INFO : Epoch 1691 | loss: 0.0311462 | val_loss: 0.0311729 | Time: 3001.7 ms
[2022-02-16 13:44:18 main:574] : INFO : Epoch 1692 | loss: 0.0311469 | val_loss: 0.0311712 | Time: 3053.07 ms
[2022-02-16 13:44:21 main:574] : INFO : Epoch 1693 | loss: 0.0311457 | val_loss: 0.0311707 | Time: 2960.21 ms
[2022-02-16 13:44:24 main:574] : INFO : Epoch 1694 | loss: 0.0311475 | val_loss: 0.0311712 | Time: 2949.77 ms
[2022-02-16 13:44:27 main:574] : INFO : Epoch 1695 | loss: 0.0311491 | val_loss: 0.0311753 | Time: 3040.13 ms
[2022-02-16 13:44:30 main:574] : INFO : Epoch 1696 | loss: 0.0311463 | val_loss: 0.0311732 | Time: 2918.7 ms
[2022-02-16 13:44:33 main:574] : INFO : Epoch 1697 | loss: 0.0311459 | val_loss: 0.0311706 | Time: 2966.06 ms
[2022-02-16 13:44:36 main:574] : INFO : Epoch 1698 | loss: 0.0311464 | val_loss: 0.0311701 | Time: 2941.28 ms
[2022-02-16 13:44:39 main:574] : INFO : Epoch 1699 | loss: 0.0311456 | val_loss: 0.0311708 | Time: 3050.81 ms
[2022-02-16 13:44:42 main:574] : INFO : Epoch 1700 | loss: 0.0311465 | val_loss: 0.0311741 | Time: 2994.95 ms
[2022-02-16 13:44:45 main:574] : INFO : Epoch 1701 | loss: 0.0311508 | val_loss: 0.0311699 | Time: 3035.96 ms
[2022-02-16 13:44:48 main:574] : INFO : Epoch 1702 | loss: 0.0311472 | val_loss: 0.0311698 | Time: 2959.61 ms
[2022-02-16 13:44:51 main:574] : INFO : Epoch 1703 | loss: 0.0311465 | val_loss: 0.0311675 | Time: 3018.94 ms
[2022-02-16 13:44:54 main:574] : INFO : Epoch 1704 | loss: 0.0311451 | val_loss: 0.031168 | Time: 2972.16 ms
[2022-02-16 13:44:57 main:574] : INFO : Epoch 1705 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 3023.65 ms
[2022-02-16 13:45:00 main:574] : INFO : Epoch 1706 | loss: 0.0311453 | val_loss: 0.0311689 | Time: 3024.23 ms
[2022-02-16 13:45:03 main:574] : INFO : Epoch 1707 | loss: 0.0311454 | val_loss: 0.0311682 | Time: 2998.73 ms
[2022-02-16 13:45:06 main:574] : INFO : Epoch 1708 | loss: 0.0311459 | val_loss: 0.0311682 | Time: 2921.63 ms
[2022-02-16 13:45:09 main:574] : INFO : Epoch 1709 | loss: 0.0311448 | val_loss: 0.0311666 | Time: 2934.81 ms
[2022-02-16 13:45:12 main:574] : INFO : Epoch 1710 | loss: 0.0311444 | val_loss: 0.0311715 | Time: 3028.62 ms
[2022-02-16 13:45:15 main:574] : INFO : Epoch 1711 | loss: 0.0311465 | val_loss: 0.0311744 | Time: 2951.06 ms
[2022-02-16 13:45:18 main:574] : INFO : Epoch 1712 | loss: 0.0311446 | val_loss: 0.0311746 | Time: 3037.04 ms
[2022-02-16 13:45:21 main:574] : INFO : Epoch 1713 | loss: 0.0311436 | val_loss: 0.0311675 | Time: 2981.4 ms
[2022-02-16 13:45:24 main:574] : INFO : Epoch 1714 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 2939.41 ms
[2022-02-16 13:45:27 main:574] : INFO : Epoch 1715 | loss: 0.0311432 | val_loss: 0.0311707 | Time: 2996.8 ms
[2022-02-16 13:45:30 main:574] : INFO : Epoch 1716 | loss: 0.0311439 | val_loss: 0.0311729 | Time: 3117.53 ms
[2022-02-16 13:45:33 main:574] : INFO : Epoch 1717 | loss: 0.031145 | val_loss: 0.031171 | Time: 2991.86 ms
[2022-02-16 13:45:36 main:574] : INFO : Epoch 1718 | loss: 0.0311437 | val_loss: 0.0311707 | Time: 3058.83 ms
[2022-02-16 13:45:39 main:574] : INFO : Epoch 1719 | loss: 0.0311424 | val_loss: 0.0311696 | Time: 2948.98 ms
[2022-02-16 13:45:42 main:574] : INFO : Epoch 1720 | loss: 0.0311428 | val_loss: 0.0311696 | Time: 2995.62 ms
[2022-02-16 13:45:45 main:574] : INFO : Epoch 1721 | loss: 0.0311435 | val_loss: 0.0311753 | Time: 2983.6 ms
[2022-02-16 13:45:48 main:574] : INFO : Epoch 1722 | loss: 0.0311461 | val_loss: 0.0311723 | Time: 3002.15 ms
[2022-02-16 13:45:51 main:574] : INFO : Epoch 1723 | loss: 0.0311429 | val_loss: 0.0311702 | Time: 3024.68 ms
[2022-02-16 13:45:54 main:574] : INFO : Epoch 1724 | loss: 0.0311438 | val_loss: 0.0311696 | Time: 3001.12 ms
[2022-02-16 13:45:57 main:574] : INFO : Epoch 1725 | loss: 0.031145 | val_loss: 0.0311732 | Time: 3160.76 ms
[2022-02-16 13:46:00 main:574] : INFO : Epoch 1726 | loss: 0.0311469 | val_loss: 0.0311691 | Time: 3198.44 ms
[2022-02-16 13:46:03 main:574] : INFO : Epoch 1727 | loss: 0.0311447 | val_loss: 0.0311741 | Time: 2990.05 ms
[2022-02-16 13:46:06 main:574] : INFO : Epoch 1728 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 2995.85 ms
[2022-02-16 13:46:09 main:574] : INFO : Epoch 1729 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 2932.42 ms
[2022-02-16 13:46:12 main:574] : INFO : Epoch 1730 | loss: 0.031144 | val_loss: 0.0311731 | Time: 2921.49 ms
[2022-02-16 13:46:15 main:574] : INFO : Epoch 1731 | loss: 0.0311435 | val_loss: 0.03117 | Time: 2996.22 ms
[2022-02-16 13:46:18 main:574] : INFO : Epoch 1732 | loss: 0.0311417 | val_loss: 0.0311743 | Time: 3004.97 ms
[2022-02-16 13:46:21 main:574] : INFO : Epoch 1733 | loss: 0.0311423 | val_loss: 0.0311737 | Time: 2943.5 ms
[2022-02-16 13:46:24 main:574] : INFO : Epoch 1734 | loss: 0.031142 | val_loss: 0.0311727 | Time: 3037.25 ms
[2022-02-16 13:46:27 main:574] : INFO : Epoch 1735 | loss: 0.0311423 | val_loss: 0.0311729 | Time: 3018.07 ms
[2022-02-16 13:46:30 main:574] : INFO : Epoch 1736 | loss: 0.0311421 | val_loss: 0.0311723 | Time: 2964.4 ms
[2022-02-16 13:46:33 main:574] : INFO : Epoch 1737 | loss: 0.031142 | val_loss: 0.0311699 | Time: 2995.01 ms
[2022-02-16 13:46:36 main:574] : INFO : Epoch 1738 | loss: 0.0311431 | val_loss: 0.0311751 | Time: 2988.64 ms
[2022-02-16 13:46:39 main:574] : INFO : Epoch 1739 | loss: 0.0311453 | val_loss: 0.0311748 | Time: 3041.63 ms
[2022-02-16 13:46:42 main:574] : INFO : Epoch 1740 | loss: 0.0311445 | val_loss: 0.0311718 | Time: 3039.27 ms
[2022-02-16 13:46:45 main:574] : INFO : Epoch 1741 | loss: 0.0311416 | val_loss: 0.0311716 | Time: 2953.75 ms
[2022-02-16 13:46:48 main:574] : INFO : Epoch 1742 | loss: 0.0311425 | val_loss: 0.0311763 | Time: 2994.45 ms
[2022-02-16 13:46:51 main:574] : INFO : Epoch 1743 | loss: 0.0311448 | val_loss: 0.0311782 | Time: 3006.73 ms
[2022-02-16 13:46:54 main:574] : INFO : Epoch 1744 | loss: 0.0311441 | val_loss: 0.0311705 | Time: 3023.83 ms
[2022-02-16 13:46:57 main:574] : INFO : Epoch 1745 | loss: 0.031145 | val_loss: 0.0311701 | Time: 2983.43 ms
[2022-02-16 13:47:00 main:574] : INFO : Epoch 1746 | loss: 0.0311483 | val_loss: 0.0311729 | Time: 3036.84 ms
[2022-02-16 13:47:03 main:574] : INFO : Epoch 1747 | loss: 0.0311468 | val_loss: 0.0311701 | Time: 2966.61 ms
[2022-02-16 13:47:06 main:574] : INFO : Epoch 1748 | loss: 0.0311448 | val_loss: 0.031174 | Time: 3011.35 ms
[2022-02-16 13:47:09 main:574] : INFO : Epoch 1749 | loss: 0.0311458 | val_loss: 0.0311704 | Time: 2918.58 ms
[2022-02-16 13:47:12 main:574] : INFO : Epoch 1750 | loss: 0.0311497 | val_loss: 0.031171 | Time: 2968.95 ms
[2022-02-16 13:47:15 main:574] : INFO : Epoch 1751 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 2921.91 ms
[2022-02-16 13:47:18 main:574] : INFO : Epoch 1752 | loss: 0.0311479 | val_loss: 0.0311727 | Time: 2975.9 ms
[2022-02-16 13:47:21 main:574] : INFO : Epoch 1753 | loss: 0.0311451 | val_loss: 0.0311712 | Time: 2982.22 ms
[2022-02-16 13:47:24 main:574] : INFO : Epoch 1754 | loss: 0.0311446 | val_loss: 0.0311708 | Time: 2967.16 ms
[2022-02-16 13:47:27 main:574] : INFO : Epoch 1755 | loss: 0.0311441 | val_loss: 0.0311764 | Time: 2975.07 ms
[2022-02-16 13:47:30 main:574] : INFO : Epoch 1756 | loss: 0.0311446 | val_loss: 0.0311787 | Time: 2959.9 ms
[2022-02-16 13:47:33 main:574] : INFO : Epoch 1757 | loss: 0.0311482 | val_loss: 0.0311738 | Time: 2993.83 ms
[2022-02-16 13:47:36 main:574] : INFO : Epoch 1758 | loss: 0.031146 | val_loss: 0.0311737 | Time: 2941.27 ms
[2022-02-16 13:47:39 main:574] : INFO : Epoch 1759 | loss: 0.0311493 | val_loss: 0.0311814 | Time: 2945.96 ms
[2022-02-16 13:47:42 main:574] : INFO : Epoch 1760 | loss: 0.0311497 | val_loss: 0.0311774 | Time: 3008.72 ms
[2022-02-16 13:47:45 main:574] : INFO : Epoch 1761 | loss: 0.0311495 | val_loss: 0.0311724 | Time: 3004.88 ms
[2022-02-16 13:47:48 main:574] : INFO : Epoch 1762 | loss: 0.0311475 | val_loss: 0.0311733 | Time: 2970.96 ms
[2022-02-16 13:47:51 main:574] : INFO : Epoch 1763 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 2945 ms
[2022-02-16 13:47:54 main:574] : INFO : Epoch 1764 | loss: 0.0311523 | val_loss: 0.0311738 | Time: 2975.56 ms
[2022-02-16 13:47:57 main:574] : INFO : Epoch 1765 | loss: 0.03115 | val_loss: 0.031174 | Time: 3049.97 ms
[2022-02-16 13:48:00 main:574] : INFO : Epoch 1766 | loss: 0.0311467 | val_loss: 0.0311721 | Time: 3102.21 ms
[2022-02-16 13:48:03 main:574] : INFO : Epoch 1767 | loss: 0.0311475 | val_loss: 0.0311696 | Time: 2934.21 ms
[2022-02-16 13:48:06 main:574] : INFO : Epoch 1768 | loss: 0.0311516 | val_loss: 0.0311741 | Time: 2966.93 ms
[2022-02-16 13:48:09 main:574] : INFO : Epoch 1769 | loss: 0.0311509 | val_loss: 0.0311784 | Time: 2950.06 ms
[2022-02-16 13:48:12 main:574] : INFO : Epoch 1770 | loss: 0.0311513 | val_loss: 0.0311731 | Time: 2980.49 ms
[2022-02-16 13:48:15 main:574] : INFO : Epoch 1771 | loss: 0.0311495 | val_loss: 0.0311728 | Time: 2965.05 ms
[2022-02-16 13:48:18 main:574] : INFO : Epoch 1772 | loss: 0.031149 | val_loss: 0.0311685 | Time: 2964.05 ms
[2022-02-16 13:48:21 main:574] : INFO : Epoch 1773 | loss: 0.0311477 | val_loss: 0.0311765 | Time: 2872.76 ms
[2022-02-16 13:48:23 main:574] : INFO : Epoch 1774 | loss: 0.0311485 | val_loss: 0.0311722 | Time: 2885.82 ms
[2022-02-16 13:48:26 main:574] : INFO : Epoch 1775 | loss: 0.0311512 | val_loss: 0.0311715 | Time: 2985.46 ms
[2022-02-16 13:48:29 main:574] : INFO : Epoch 1776 | loss: 0.0311534 | val_loss: 0.0311773 | Time: 3001.88 ms
[2022-02-16 13:48:32 main:574] : INFO : Epoch 1777 | loss: 0.0311514 | val_loss: 0.0311734 | Time: 2962.94 ms
[2022-02-16 13:48:35 main:574] : INFO : Epoch 1778 | loss: 0.0311494 | val_loss: 0.0311683 | Time: 2994.37 ms
[2022-02-16 13:48:38 main:574] : INFO : Epoch 1779 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 2969.21 ms
[2022-02-16 13:48:42 main:574] : INFO : Epoch 1780 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 3155.38 ms
[2022-02-16 13:48:45 main:574] : INFO : Epoch 1781 | loss: 0.031148 | val_loss: 0.0311671 | Time: 3258.76 ms
[2022-02-16 13:48:48 main:574] : INFO : Epoch 1782 | loss: 0.031147 | val_loss: 0.0311722 | Time: 3132.86 ms
[2022-02-16 13:48:51 main:574] : INFO : Epoch 1783 | loss: 0.0311466 | val_loss: 0.0311738 | Time: 2969.48 ms
[2022-02-16 13:48:54 main:574] : INFO : Epoch 1784 | loss: 0.031146 | val_loss: 0.0311714 | Time: 2955 ms
[2022-02-16 13:48:57 main:574] : INFO : Epoch 1785 | loss: 0.0311457 | val_loss: 0.0311761 | Time: 3212.13 ms
[2022-02-16 13:49:00 main:574] : INFO : Epoch 1786 | loss: 0.0311466 | val_loss: 0.0311731 | Time: 3199.13 ms
[2022-02-16 13:49:03 main:574] : INFO : Epoch 1787 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 3002.01 ms
[2022-02-16 13:49:06 main:574] : INFO : Epoch 1788 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 2942.07 ms
[2022-02-16 13:49:09 main:574] : INFO : Epoch 1789 | loss: 0.0311501 | val_loss: 0.0311713 | Time: 3009.18 ms
[2022-02-16 13:49:12 main:574] : INFO : Epoch 1790 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 2960.29 ms
[2022-02-16 13:49:15 main:574] : INFO : Epoch 1791 | loss: 0.0311493 | val_loss: 0.0311764 | Time: 3036.86 ms
[2022-02-16 13:49:18 main:574] : INFO : Epoch 1792 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 3003.55 ms
[2022-02-16 13:49:21 main:574] : INFO : Epoch 1793 | loss: 0.031149 | val_loss: 0.031172 | Time: 2971.41 ms
[2022-02-16 13:49:24 main:574] : INFO : Epoch 1794 | loss: 0.0311498 | val_loss: 0.0311758 | Time: 2926.24 ms
[2022-02-16 13:49:27 main:574] : INFO : Epoch 1795 | loss: 0.0311483 | val_loss: 0.031174 | Time: 2955.54 ms
[2022-02-16 13:49:30 main:574] : INFO : Epoch 1796 | loss: 0.031148 | val_loss: 0.0311718 | Time: 2921.06 ms
[2022-02-16 13:49:33 main:574] : INFO : Epoch 1797 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 2929.73 ms
[2022-02-16 13:49:36 main:574] : INFO : Epoch 1798 | loss: 0.0311505 | val_loss: 0.0311697 | Time: 2958.92 ms
[2022-02-16 13:49:39 main:574] : INFO : Epoch 1799 | loss: 0.0311511 | val_loss: 0.0311728 | Time: 2955.78 ms
[2022-02-16 13:49:42 main:574] : INFO : Epoch 1800 | loss: 0.0311498 | val_loss: 0.0311742 | Time: 2967.13 ms
[2022-02-16 13:49:45 main:574] : INFO : Epoch 1801 | loss: 0.0311474 | val_loss: 0.0311704 | Time: 2973.08 ms
[2022-02-16 13:49:48 main:574] : INFO : Epoch 1802 | loss: 0.031151 | val_loss: 0.0311715 | Time: 2887.16 ms
[2022-02-16 13:49:51 main:574] : INFO : Epoch 1803 | loss: 0.0311503 | val_loss: 0.0311772 | Time: 2995.72 ms
[2022-02-16 13:49:54 main:574] : INFO : Epoch 1804 | loss: 0.0311489 | val_loss: 0.0311727 | Time: 2985.89 ms
[2022-02-16 13:49:57 main:574] : INFO : Epoch 1805 | loss: 0.0311485 | val_loss: 0.0311718 | Time: 2976.62 ms
[2022-02-16 13:50:00 main:574] : INFO : Epoch 1806 | loss: 0.0311474 | val_loss: 0.0311748 | Time: 3011.67 ms
[2022-02-16 13:50:03 main:574] : INFO : Epoch 1807 | loss: 0.0311477 | val_loss: 0.0311683 | Time: 2970.84 ms
[2022-02-16 13:50:06 main:574] : INFO : Epoch 1808 | loss: 0.0311498 | val_loss: 0.0311747 | Time: 2948.92 ms
[2022-02-16 13:50:09 main:574] : INFO : Epoch 1809 | loss: 0.0311509 | val_loss: 0.0311751 | Time: 2974 ms
[2022-02-16 13:50:12 main:574] : INFO : Epoch 1810 | loss: 0.0311495 | val_loss: 0.0311727 | Time: 3053.66 ms
[2022-02-16 13:50:15 main:574] : INFO : Epoch 1811 | loss: 0.0311475 | val_loss: 0.0311767 | Time: 2995.87 ms
[2022-02-16 13:50:18 main:574] : INFO : Epoch 1812 | loss: 0.031146 | val_loss: 0.0311752 | Time: 3013.32 ms
[2022-02-16 13:50:21 main:574] : INFO : Epoch 1813 | loss: 0.0311468 | val_loss: 0.0311778 | Time: 2970.74 ms
[2022-02-16 13:50:24 main:574] : INFO : Epoch 1814 | loss: 0.0311476 | val_loss: 0.0311775 | Time: 3002.13 ms
[2022-02-16 13:50:27 main:574] : INFO : Epoch 1815 | loss: 0.031151 | val_loss: 0.0311722 | Time: 2985.24 ms
[2022-02-16 13:50:30 main:574] : INFO : Epoch 1816 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 3024.04 ms
[2022-02-16 13:50:33 main:574] : INFO : Epoch 1817 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 2976.46 ms
[2022-02-16 13:50:36 main:574] : INFO : Epoch 1818 | loss: 0.0311525 | val_loss: 0.0311715 | Time: 2906.62 ms
[2022-02-16 13:50:39 main:574] : INFO : Epoch 1819 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 2971.65 ms
[2022-02-16 13:50:42 main:574] : INFO : Epoch 1820 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 2953.8 ms
[2022-02-16 13:50:45 main:574] : INFO : Epoch 1821 | loss: 0.0311487 | val_loss: 0.031167 | Time: 3021.24 ms
[2022-02-16 13:50:48 main:574] : INFO : Epoch 1822 | loss: 0.0311503 | val_loss: 0.0311741 | Time: 2964.69 ms
[2022-02-16 13:50:51 main:574] : INFO : Epoch 1823 | loss: 0.0311538 | val_loss: 0.0311686 | Time: 2934.1 ms
[2022-02-16 13:50:54 main:574] : INFO : Epoch 1824 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 2969.18 ms
[2022-02-16 13:50:57 main:574] : INFO : Epoch 1825 | loss: 0.0311531 | val_loss: 0.0311809 | Time: 3011.28 ms
[2022-02-16 13:51:00 main:574] : INFO : Epoch 1826 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 3005.3 ms
[2022-02-16 13:51:03 main:574] : INFO : Epoch 1827 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 3026.11 ms
[2022-02-16 13:51:06 main:574] : INFO : Epoch 1828 | loss: 0.0311502 | val_loss: 0.0311693 | Time: 2929.74 ms
[2022-02-16 13:51:09 main:574] : INFO : Epoch 1829 | loss: 0.0311495 | val_loss: 0.0311663 | Time: 2944.75 ms
[2022-02-16 13:51:11 main:574] : INFO : Epoch 1830 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 2931.25 ms
[2022-02-16 13:51:14 main:574] : INFO : Epoch 1831 | loss: 0.0311507 | val_loss: 0.0311695 | Time: 2921.08 ms
[2022-02-16 13:51:17 main:574] : INFO : Epoch 1832 | loss: 0.0311492 | val_loss: 0.0311787 | Time: 3000.04 ms
[2022-02-16 13:51:20 main:574] : INFO : Epoch 1833 | loss: 0.0311592 | val_loss: 0.0311805 | Time: 3012.65 ms
[2022-02-16 13:51:23 main:574] : INFO : Epoch 1834 | loss: 0.0311596 | val_loss: 0.0311755 | Time: 2981.27 ms
[2022-02-16 13:51:26 main:574] : INFO : Epoch 1835 | loss: 0.031158 | val_loss: 0.0311824 | Time: 2984.09 ms
[2022-02-16 13:51:29 main:574] : INFO : Epoch 1836 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 2978.75 ms
[2022-02-16 13:51:32 main:574] : INFO : Epoch 1837 | loss: 0.0311543 | val_loss: 0.0311736 | Time: 2939.63 ms
[2022-02-16 13:51:35 main:574] : INFO : Epoch 1838 | loss: 0.0311543 | val_loss: 0.0311769 | Time: 3002.68 ms
[2022-02-16 13:51:38 main:574] : INFO : Epoch 1839 | loss: 0.0311579 | val_loss: 0.0311741 | Time: 2958.65 ms
[2022-02-16 13:51:41 main:574] : INFO : Epoch 1840 | loss: 0.0311565 | val_loss: 0.0311734 | Time: 2889.23 ms
[2022-02-16 13:51:44 main:574] : INFO : Epoch 1841 | loss: 0.0311538 | val_loss: 0.0311742 | Time: 2935.76 ms
[2022-02-16 13:51:47 main:574] : INFO : Epoch 1842 | loss: 0.0311544 | val_loss: 0.0311739 | Time: 3020.79 ms
[2022-02-16 13:51:50 main:574] : INFO : Epoch 1843 | loss: 0.0311524 | val_loss: 0.0311701 | Time: 3039.45 ms
[2022-02-16 13:51:53 main:574] : INFO : Epoch 1844 | loss: 0.0311508 | val_loss: 0.0311713 | Time: 2999.88 ms
[2022-02-16 13:51:56 main:574] : INFO : Epoch 1845 | loss: 0.0311507 | val_loss: 0.031173 | Time: 2982.72 ms
[2022-02-16 13:51:59 main:574] : INFO : Epoch 1846 | loss: 0.031151 | val_loss: 0.0311707 | Time: 2956.38 ms
[2022-02-16 13:52:02 main:574] : INFO : Epoch 1847 | loss: 0.0311517 | val_loss: 0.0311722 | Time: 2975.62 ms
[2022-02-16 13:52:05 main:574] : INFO : Epoch 1848 | loss: 0.0311507 | val_loss: 0.0311713 | Time: 2947.8 ms
[2022-02-16 13:52:08 main:574] : INFO : Epoch 1849 | loss: 0.0311489 | val_loss: 0.0311686 | Time: 2968.56 ms
[2022-02-16 13:52:11 main:574] : INFO : Epoch 1850 | loss: 0.0311484 | val_loss: 0.0311776 | Time: 2974.82 ms
[2022-02-16 13:52:14 main:574] : INFO : Epoch 1851 | loss: 0.0311494 | val_loss: 0.0311755 | Time: 2974.08 ms
[2022-02-16 13:52:17 main:574] : INFO : Epoch 1852 | loss: 0.0311499 | val_loss: 0.0311742 | Time: 2990.74 ms
[2022-02-16 13:52:20 main:574] : INFO : Epoch 1853 | loss: 0.0311477 | val_loss: 0.0311682 | Time: 3016.36 ms
[2022-02-16 13:52:23 main:574] : INFO : Epoch 1854 | loss: 0.0311468 | val_loss: 0.031169 | Time: 2950.75 ms
[2022-02-16 13:52:26 main:574] : INFO : Epoch 1855 | loss: 0.0311494 | val_loss: 0.0311761 | Time: 2923.31 ms
[2022-02-16 13:52:29 main:574] : INFO : Epoch 1856 | loss: 0.0311506 | val_loss: 0.0311751 | Time: 3002.72 ms
[2022-02-16 13:52:32 main:574] : INFO : Epoch 1857 | loss: 0.03115 | val_loss: 0.0311693 | Time: 2987.7 ms
[2022-02-16 13:52:35 main:574] : INFO : Epoch 1858 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 3056.65 ms
[2022-02-16 13:52:38 main:574] : INFO : Epoch 1859 | loss: 0.0311492 | val_loss: 0.0311792 | Time: 2952.11 ms
[2022-02-16 13:52:41 main:574] : INFO : Epoch 1860 | loss: 0.0311477 | val_loss: 0.0311672 | Time: 2981.58 ms
[2022-02-16 13:52:44 main:574] : INFO : Epoch 1861 | loss: 0.0311449 | val_loss: 0.0311681 | Time: 2952.05 ms
[2022-02-16 13:52:47 main:574] : INFO : Epoch 1862 | loss: 0.0311443 | val_loss: 0.0311682 | Time: 2934.79 ms
[2022-02-16 13:52:50 main:574] : INFO : Epoch 1863 | loss: 0.031146 | val_loss: 0.0311709 | Time: 3254.31 ms
[2022-02-16 13:52:53 main:574] : INFO : Epoch 1864 | loss: 0.0311452 | val_loss: 0.031169 | Time: 3046.92 ms
[2022-02-16 13:52:56 main:574] : INFO : Epoch 1865 | loss: 0.0311458 | val_loss: 0.0311693 | Time: 3108.08 ms
[2022-02-16 13:52:59 main:574] : INFO : Epoch 1866 | loss: 0.0311454 | val_loss: 0.0311727 | Time: 2989.49 ms
[2022-02-16 13:53:02 main:574] : INFO : Epoch 1867 | loss: 0.0311476 | val_loss: 0.0311666 | Time: 3032.9 ms
[2022-02-16 13:53:05 main:574] : INFO : Epoch 1868 | loss: 0.0311479 | val_loss: 0.031169 | Time: 2930.94 ms
[2022-02-16 13:53:08 main:574] : INFO : Epoch 1869 | loss: 0.0311485 | val_loss: 0.031167 | Time: 3026.74 ms
[2022-02-16 13:53:11 main:574] : INFO : Epoch 1870 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 2933.5 ms
[2022-02-16 13:53:14 main:574] : INFO : Epoch 1871 | loss: 0.0311476 | val_loss: 0.03117 | Time: 2938.61 ms
[2022-02-16 13:53:17 main:574] : INFO : Epoch 1872 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 2931.87 ms
[2022-02-16 13:53:20 main:574] : INFO : Epoch 1873 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 2952.74 ms
[2022-02-16 13:53:23 main:574] : INFO : Epoch 1874 | loss: 0.0311449 | val_loss: 0.0311748 | Time: 2937.4 ms
[2022-02-16 13:53:26 main:574] : INFO : Epoch 1875 | loss: 0.0311454 | val_loss: 0.0311698 | Time: 2908.27 ms
[2022-02-16 13:53:29 main:574] : INFO : Epoch 1876 | loss: 0.0311496 | val_loss: 0.0311714 | Time: 2972.54 ms
[2022-02-16 13:53:32 main:574] : INFO : Epoch 1877 | loss: 0.0311502 | val_loss: 0.0311761 | Time: 2975.59 ms
[2022-02-16 13:53:35 main:574] : INFO : Epoch 1878 | loss: 0.0311542 | val_loss: 0.0311873 | Time: 3031.64 ms
[2022-02-16 13:53:38 main:574] : INFO : Epoch 1879 | loss: 0.031152 | val_loss: 0.031169 | Time: 2945.84 ms
[2022-02-16 13:53:41 main:574] : INFO : Epoch 1880 | loss: 0.0311492 | val_loss: 0.0311684 | Time: 2960.02 ms
[2022-02-16 13:53:44 main:574] : INFO : Epoch 1881 | loss: 0.0311511 | val_loss: 0.0311687 | Time: 2918.79 ms
[2022-02-16 13:53:47 main:574] : INFO : Epoch 1882 | loss: 0.0311487 | val_loss: 0.031168 | Time: 3036.89 ms
[2022-02-16 13:53:50 main:574] : INFO : Epoch 1883 | loss: 0.0311467 | val_loss: 0.0311685 | Time: 2942.25 ms
[2022-02-16 13:53:53 main:574] : INFO : Epoch 1884 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 2959.32 ms
[2022-02-16 13:53:56 main:574] : INFO : Epoch 1885 | loss: 0.0311488 | val_loss: 0.0311677 | Time: 2968.11 ms
[2022-02-16 13:53:59 main:574] : INFO : Epoch 1886 | loss: 0.0311475 | val_loss: 0.0311705 | Time: 3004.75 ms
[2022-02-16 13:54:02 main:574] : INFO : Epoch 1887 | loss: 0.0311501 | val_loss: 0.0311759 | Time: 3009.92 ms
[2022-02-16 13:54:05 main:574] : INFO : Epoch 1888 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 2997.64 ms
[2022-02-16 13:54:08 main:574] : INFO : Epoch 1889 | loss: 0.0311463 | val_loss: 0.0311706 | Time: 2974.95 ms
[2022-02-16 13:54:11 main:574] : INFO : Epoch 1890 | loss: 0.0311462 | val_loss: 0.0311691 | Time: 2979.45 ms
[2022-02-16 13:54:14 main:574] : INFO : Epoch 1891 | loss: 0.0311454 | val_loss: 0.0311717 | Time: 2959.72 ms
[2022-02-16 13:54:17 main:574] : INFO : Epoch 1892 | loss: 0.0311464 | val_loss: 0.0311677 | Time: 2921.12 ms
[2022-02-16 13:54:20 main:574] : INFO : Epoch 1893 | loss: 0.031145 | val_loss: 0.0311696 | Time: 2988.87 ms
[2022-02-16 13:54:22 main:574] : INFO : Epoch 1894 | loss: 0.0311444 | val_loss: 0.0311678 | Time: 2957.82 ms
[2022-02-16 13:54:25 main:574] : INFO : Epoch 1895 | loss: 0.0311437 | val_loss: 0.0311663 | Time: 2983.02 ms
[2022-02-16 13:54:28 main:574] : INFO : Epoch 1896 | loss: 0.031145 | val_loss: 0.0311671 | Time: 2970.33 ms
[2022-02-16 13:54:31 main:574] : INFO : Epoch 1897 | loss: 0.031147 | val_loss: 0.0311666 | Time: 2966.05 ms
[2022-02-16 13:54:34 main:574] : INFO : Epoch 1898 | loss: 0.0311465 | val_loss: 0.0311716 | Time: 2948.78 ms
[2022-02-16 13:54:37 main:574] : INFO : Epoch 1899 | loss: 0.0311468 | val_loss: 0.0311676 | Time: 3008.61 ms
[2022-02-16 13:54:40 main:574] : INFO : Epoch 1900 | loss: 0.0311469 | val_loss: 0.0311758 | Time: 2953.04 ms
[2022-02-16 13:54:43 main:574] : INFO : Epoch 1901 | loss: 0.0311478 | val_loss: 0.0311684 | Time: 2938.59 ms
[2022-02-16 13:54:46 main:574] : INFO : Epoch 1902 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 2985.26 ms
[2022-02-16 13:54:49 main:574] : INFO : Epoch 1903 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 2991.15 ms
[2022-02-16 13:54:52 main:574] : INFO : Epoch 1904 | loss: 0.0311477 | val_loss: 0.0311736 | Time: 2974.34 ms
[2022-02-16 13:54:55 main:574] : INFO : Epoch 1905 | loss: 0.0311462 | val_loss: 0.0311728 | Time: 2995.17 ms
[2022-02-16 13:54:58 main:574] : INFO : Epoch 1906 | loss: 0.0311461 | val_loss: 0.0311674 | Time: 2950.99 ms
[2022-02-16 13:55:01 main:574] : INFO : Epoch 1907 | loss: 0.0311461 | val_loss: 0.0311771 | Time: 2907.38 ms
[2022-02-16 13:55:04 main:574] : INFO : Epoch 1908 | loss: 0.0311461 | val_loss: 0.0311683 | Time: 2981.06 ms
[2022-02-16 13:55:07 main:574] : INFO : Epoch 1909 | loss: 0.0311472 | val_loss: 0.0311679 | Time: 2989.62 ms
[2022-02-16 13:55:10 main:574] : INFO : Epoch 1910 | loss: 0.0311466 | val_loss: 0.0311708 | Time: 3039.33 ms
[2022-02-16 13:55:13 main:574] : INFO : Epoch 1911 | loss: 0.031148 | val_loss: 0.0311771 | Time: 3013.52 ms
[2022-02-16 13:55:16 main:574] : INFO : Epoch 1912 | loss: 0.0311467 | val_loss: 0.0311717 | Time: 2985.01 ms
[2022-02-16 13:55:19 main:574] : INFO : Epoch 1913 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 2967.1 ms
[2022-02-16 13:55:22 main:574] : INFO : Epoch 1914 | loss: 0.0311439 | val_loss: 0.0311706 | Time: 2958.6 ms
[2022-02-16 13:55:25 main:574] : INFO : Epoch 1915 | loss: 0.0311448 | val_loss: 0.0311736 | Time: 2922.99 ms
[2022-02-16 13:55:28 main:574] : INFO : Epoch 1916 | loss: 0.0311449 | val_loss: 0.0311736 | Time: 2970.72 ms
[2022-02-16 13:55:31 main:574] : INFO : Epoch 1917 | loss: 0.0311454 | val_loss: 0.0311689 | Time: 2926.84 ms
[2022-02-16 13:55:34 main:574] : INFO : Epoch 1918 | loss: 0.0311469 | val_loss: 0.0311687 | Time: 2951.02 ms
[2022-02-16 13:55:37 main:574] : INFO : Epoch 1919 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 2918.67 ms
[2022-02-16 13:55:40 main:574] : INFO : Epoch 1920 | loss: 0.0311444 | val_loss: 0.0311691 | Time: 2958.56 ms
[2022-02-16 13:55:43 main:574] : INFO : Epoch 1921 | loss: 0.0311434 | val_loss: 0.031171 | Time: 2943.16 ms
[2022-02-16 13:55:46 main:574] : INFO : Epoch 1922 | loss: 0.0311416 | val_loss: 0.0311684 | Time: 2962.63 ms
[2022-02-16 13:55:49 main:574] : INFO : Epoch 1923 | loss: 0.0311431 | val_loss: 0.0311719 | Time: 2926.94 ms
[2022-02-16 13:55:52 main:574] : INFO : Epoch 1924 | loss: 0.031145 | val_loss: 0.03117 | Time: 3020.64 ms
[2022-02-16 13:55:55 main:574] : INFO : Epoch 1925 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 2952.46 ms
[2022-02-16 13:55:58 main:574] : INFO : Epoch 1926 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 3012.64 ms
[2022-02-16 13:56:01 main:574] : INFO : Epoch 1927 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 2967.19 ms
[2022-02-16 13:56:04 main:574] : INFO : Epoch 1928 | loss: 0.031151 | val_loss: 0.0311667 | Time: 2951.9 ms
[2022-02-16 13:56:07 main:574] : INFO : Epoch 1929 | loss: 0.0311477 | val_loss: 0.0311661 | Time: 2909.12 ms
[2022-02-16 13:56:09 main:574] : INFO : Epoch 1930 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 2916.05 ms
[2022-02-16 13:56:12 main:574] : INFO : Epoch 1931 | loss: 0.0311482 | val_loss: 0.0311666 | Time: 2938.78 ms
[2022-02-16 13:56:15 main:574] : INFO : Epoch 1932 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 3000.8 ms
[2022-02-16 13:56:18 main:574] : INFO : Epoch 1933 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 2971.92 ms
[2022-02-16 13:56:21 main:574] : INFO : Epoch 1934 | loss: 0.0311468 | val_loss: 0.031174 | Time: 2943.86 ms
[2022-02-16 13:56:24 main:574] : INFO : Epoch 1935 | loss: 0.031148 | val_loss: 0.0311721 | Time: 2985.21 ms
[2022-02-16 13:56:27 main:574] : INFO : Epoch 1936 | loss: 0.0311501 | val_loss: 0.0311745 | Time: 3018.59 ms
[2022-02-16 13:56:30 main:574] : INFO : Epoch 1937 | loss: 0.0311439 | val_loss: 0.0311685 | Time: 3012.35 ms
[2022-02-16 13:56:33 main:574] : INFO : Epoch 1938 | loss: 0.0311439 | val_loss: 0.0311698 | Time: 2951.05 ms
[2022-02-16 13:56:36 main:574] : INFO : Epoch 1939 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 2905.68 ms
[2022-02-16 13:56:39 main:574] : INFO : Epoch 1940 | loss: 0.0311439 | val_loss: 0.0311673 | Time: 2952.39 ms
[2022-02-16 13:56:42 main:574] : INFO : Epoch 1941 | loss: 0.0311438 | val_loss: 0.0311676 | Time: 2959.09 ms
[2022-02-16 13:56:45 main:574] : INFO : Epoch 1942 | loss: 0.0311478 | val_loss: 0.031171 | Time: 2981.55 ms
[2022-02-16 13:56:48 main:574] : INFO : Epoch 1943 | loss: 0.0311481 | val_loss: 0.0311693 | Time: 2945.65 ms
[2022-02-16 13:56:51 main:574] : INFO : Epoch 1944 | loss: 0.0311505 | val_loss: 0.0311725 | Time: 2938.1 ms
[2022-02-16 13:56:54 main:574] : INFO : Epoch 1945 | loss: 0.0311486 | val_loss: 0.0311679 | Time: 3011.12 ms
[2022-02-16 13:56:57 main:574] : INFO : Epoch 1946 | loss: 0.0311482 | val_loss: 0.031167 | Time: 3019.72 ms
[2022-02-16 13:57:00 main:574] : INFO : Epoch 1947 | loss: 0.0311481 | val_loss: 0.0311716 | Time: 2942.07 ms
[2022-02-16 13:57:03 main:574] : INFO : Epoch 1948 | loss: 0.0311514 | val_loss: 0.0311689 | Time: 2952.44 ms
[2022-02-16 13:57:06 main:574] : INFO : Epoch 1949 | loss: 0.0311534 | val_loss: 0.0311712 | Time: 2923.61 ms
[2022-02-16 13:57:09 main:574] : INFO : Epoch 1950 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 2913.89 ms
[2022-02-16 13:57:12 main:574] : INFO : Epoch 1951 | loss: 0.0311525 | val_loss: 0.0311717 | Time: 2850.04 ms
[2022-02-16 13:57:15 main:574] : INFO : Epoch 1952 | loss: 0.0311538 | val_loss: 0.0311735 | Time: 2937.07 ms
[2022-02-16 13:57:18 main:574] : INFO : Epoch 1953 | loss: 0.0311542 | val_loss: 0.0311708 | Time: 2982.97 ms
[2022-02-16 13:57:21 main:574] : INFO : Epoch 1954 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 2995.77 ms
[2022-02-16 13:57:24 main:574] : INFO : Epoch 1955 | loss: 0.0311516 | val_loss: 0.0311718 | Time: 2987.84 ms
[2022-02-16 13:57:27 main:574] : INFO : Epoch 1956 | loss: 0.0311511 | val_loss: 0.0311721 | Time: 2993.28 ms
[2022-02-16 13:57:30 main:574] : INFO : Epoch 1957 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 2987.55 ms
[2022-02-16 13:57:33 main:574] : INFO : Epoch 1958 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 2965.45 ms
[2022-02-16 13:57:36 main:574] : INFO : Epoch 1959 | loss: 0.0311527 | val_loss: 0.0311696 | Time: 2992.58 ms
[2022-02-16 13:57:38 main:574] : INFO : Epoch 1960 | loss: 0.0311536 | val_loss: 0.0311759 | Time: 2943.23 ms
[2022-02-16 13:57:41 main:574] : INFO : Epoch 1961 | loss: 0.0311534 | val_loss: 0.0311701 | Time: 2987.27 ms
[2022-02-16 13:57:45 main:574] : INFO : Epoch 1962 | loss: 0.0311508 | val_loss: 0.0311711 | Time: 3038.31 ms
[2022-02-16 13:57:48 main:574] : INFO : Epoch 1963 | loss: 0.0311509 | val_loss: 0.0311687 | Time: 3020.38 ms
[2022-02-16 13:57:51 main:574] : INFO : Epoch 1964 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 2957.09 ms
[2022-02-16 13:57:53 main:574] : INFO : Epoch 1965 | loss: 0.0311519 | val_loss: 0.0311711 | Time: 2936.12 ms
[2022-02-16 13:57:56 main:574] : INFO : Epoch 1966 | loss: 0.0311516 | val_loss: 0.0311726 | Time: 2924.42 ms
[2022-02-16 13:57:59 main:574] : INFO : Epoch 1967 | loss: 0.0311501 | val_loss: 0.0311732 | Time: 2994.51 ms
[2022-02-16 13:58:02 main:574] : INFO : Epoch 1968 | loss: 0.031151 | val_loss: 0.0311701 | Time: 2997.96 ms
[2022-02-16 13:58:05 main:574] : INFO : Epoch 1969 | loss: 0.0311502 | val_loss: 0.0311703 | Time: 2939.66 ms
[2022-02-16 13:58:08 main:574] : INFO : Epoch 1970 | loss: 0.0311491 | val_loss: 0.0311755 | Time: 2970.65 ms
[2022-02-16 13:58:11 main:574] : INFO : Epoch 1971 | loss: 0.0311488 | val_loss: 0.0311717 | Time: 2979.1 ms
[2022-02-16 13:58:14 main:574] : INFO : Epoch 1972 | loss: 0.0311474 | val_loss: 0.031177 | Time: 2971.41 ms
[2022-02-16 13:58:17 main:574] : INFO : Epoch 1973 | loss: 0.0311482 | val_loss: 0.0311719 | Time: 2927.39 ms
[2022-02-16 13:58:20 main:574] : INFO : Epoch 1974 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 2923.1 ms
[2022-02-16 13:58:23 main:574] : INFO : Epoch 1975 | loss: 0.0311544 | val_loss: 0.0311743 | Time: 2953.59 ms
[2022-02-16 13:58:26 main:574] : INFO : Epoch 1976 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 2966.15 ms
[2022-02-16 13:58:29 main:574] : INFO : Epoch 1977 | loss: 0.0311516 | val_loss: 0.0311713 | Time: 2984.67 ms
[2022-02-16 13:58:32 main:574] : INFO : Epoch 1978 | loss: 0.031152 | val_loss: 0.0311686 | Time: 2927.21 ms
[2022-02-16 13:58:35 main:574] : INFO : Epoch 1979 | loss: 0.0311511 | val_loss: 0.0311718 | Time: 2998.89 ms
[2022-02-16 13:58:38 main:574] : INFO : Epoch 1980 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 2971.67 ms
[2022-02-16 13:58:41 main:574] : INFO : Epoch 1981 | loss: 0.0311505 | val_loss: 0.0311714 | Time: 2957.6 ms
[2022-02-16 13:58:44 main:574] : INFO : Epoch 1982 | loss: 0.0311501 | val_loss: 0.031169 | Time: 2987.42 ms
[2022-02-16 13:58:47 main:574] : INFO : Epoch 1983 | loss: 0.0311503 | val_loss: 0.0311693 | Time: 2964.19 ms
[2022-02-16 13:58:50 main:574] : INFO : Epoch 1984 | loss: 0.0311485 | val_loss: 0.0311711 | Time: 2964.48 ms
[2022-02-16 13:58:53 main:574] : INFO : Epoch 1985 | loss: 0.031151 | val_loss: 0.0311712 | Time: 2921.05 ms
[2022-02-16 13:58:56 main:574] : INFO : Epoch 1986 | loss: 0.031149 | val_loss: 0.0311691 | Time: 2975.92 ms
[2022-02-16 13:58:59 main:574] : INFO : Epoch 1987 | loss: 0.031148 | val_loss: 0.0311704 | Time: 2988.31 ms
[2022-02-16 13:59:02 main:574] : INFO : Epoch 1988 | loss: 0.0311462 | val_loss: 0.0311694 | Time: 3044.48 ms
[2022-02-16 13:59:05 main:574] : INFO : Epoch 1989 | loss: 0.0311464 | val_loss: 0.0311731 | Time: 2943.84 ms
[2022-02-16 13:59:08 main:574] : INFO : Epoch 1990 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 2923.75 ms
[2022-02-16 13:59:11 main:574] : INFO : Epoch 1991 | loss: 0.0311457 | val_loss: 0.0311691 | Time: 2924.22 ms
[2022-02-16 13:59:14 main:574] : INFO : Epoch 1992 | loss: 0.0311463 | val_loss: 0.0311706 | Time: 2985.01 ms
[2022-02-16 13:59:17 main:574] : INFO : Epoch 1993 | loss: 0.0311475 | val_loss: 0.0311706 | Time: 2899.85 ms
[2022-02-16 13:59:19 main:574] : INFO : Epoch 1994 | loss: 0.0311471 | val_loss: 0.0311705 | Time: 2950.86 ms
[2022-02-16 13:59:22 main:574] : INFO : Epoch 1995 | loss: 0.0311466 | val_loss: 0.031171 | Time: 2986.06 ms
[2022-02-16 13:59:25 main:574] : INFO : Epoch 1996 | loss: 0.0311474 | val_loss: 0.0311748 | Time: 2954.91 ms
[2022-02-16 13:59:28 main:574] : INFO : Epoch 1997 | loss: 0.0311487 | val_loss: 0.0311708 | Time: 2976 ms
[2022-02-16 13:59:31 main:574] : INFO : Epoch 1998 | loss: 0.0311456 | val_loss: 0.031169 | Time: 2953.39 ms
[2022-02-16 13:59:34 main:574] : INFO : Epoch 1999 | loss: 0.0311456 | val_loss: 0.031172 | Time: 3042.92 ms
[2022-02-16 13:59:37 main:574] : INFO : Epoch 2000 | loss: 0.0311459 | val_loss: 0.0311725 | Time: 2995.29 ms
[2022-02-16 13:59:40 main:574] : INFO : Epoch 2001 | loss: 0.0311459 | val_loss: 0.0311708 | Time: 2951.88 ms
[2022-02-16 13:59:43 main:574] : INFO : Epoch 2002 | loss: 0.0311451 | val_loss: 0.03117 | Time: 2978.48 ms
[2022-02-16 13:59:46 main:574] : INFO : Epoch 2003 | loss: 0.0311448 | val_loss: 0.031172 | Time: 3009.11 ms
[2022-02-16 13:59:49 main:574] : INFO : Epoch 2004 | loss: 0.0311462 | val_loss: 0.0311692 | Time: 2970.23 ms
[2022-02-16 13:59:52 main:574] : INFO : Epoch 2005 | loss: 0.0311503 | val_loss: 0.0311675 | Time: 2995.98 ms
[2022-02-16 13:59:55 main:574] : INFO : Epoch 2006 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 2999.07 ms
[2022-02-16 13:59:58 main:574] : INFO : Epoch 2007 | loss: 0.0311471 | val_loss: 0.0311686 | Time: 2965.08 ms
[2022-02-16 14:00:01 main:574] : INFO : Epoch 2008 | loss: 0.0311458 | val_loss: 0.0311672 | Time: 2914.95 ms
[2022-02-16 14:00:04 main:574] : INFO : Epoch 2009 | loss: 0.0311479 | val_loss: 0.0311687 | Time: 2976.11 ms
[2022-02-16 14:00:07 main:574] : INFO : Epoch 2010 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 2952.11 ms
[2022-02-16 14:00:10 main:574] : INFO : Epoch 2011 | loss: 0.0311492 | val_loss: 0.0311719 | Time: 3002.14 ms
[2022-02-16 14:00:13 main:574] : INFO : Epoch 2012 | loss: 0.031148 | val_loss: 0.0311702 | Time: 2983.24 ms
[2022-02-16 14:00:16 main:574] : INFO : Epoch 2013 | loss: 0.0311476 | val_loss: 0.0311678 | Time: 2978.81 ms
[2022-02-16 14:00:19 main:574] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.0311804 | Time: 3008.21 ms
[2022-02-16 14:00:22 main:574] : INFO : Epoch 2015 | loss: 0.0311504 | val_loss: 0.0311706 | Time: 2881.91 ms
[2022-02-16 14:00:25 main:574] : INFO : Epoch 2016 | loss: 0.0311471 | val_loss: 0.031168 | Time: 2956.18 ms
[2022-02-16 14:00:28 main:574] : INFO : Epoch 2017 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 2994.45 ms
[2022-02-16 14:00:31 main:574] : INFO : Epoch 2018 | loss: 0.031148 | val_loss: 0.0311676 | Time: 2866.04 ms
[2022-02-16 14:00:34 main:574] : INFO : Epoch 2019 | loss: 0.0311466 | val_loss: 0.0311777 | Time: 2965.07 ms
[2022-02-16 14:00:37 main:574] : INFO : Epoch 2020 | loss: 0.0311521 | val_loss: 0.0311739 | Time: 2958.37 ms
[2022-02-16 14:00:40 main:574] : INFO : Epoch 2021 | loss: 0.0311486 | val_loss: 0.0311715 | Time: 2956.53 ms
[2022-02-16 14:00:43 main:574] : INFO : Epoch 2022 | loss: 0.0311477 | val_loss: 0.0311664 | Time: 2973.51 ms
[2022-02-16 14:00:46 main:574] : INFO : Epoch 2023 | loss: 0.0311477 | val_loss: 0.0311707 | Time: 2944.85 ms
[2022-02-16 14:00:49 main:574] : INFO : Epoch 2024 | loss: 0.0311468 | val_loss: 0.031168 | Time: 2973.97 ms
[2022-02-16 14:00:52 main:574] : INFO : Epoch 2025 | loss: 0.0311439 | val_loss: 0.0311687 | Time: 2991.89 ms
[2022-02-16 14:00:55 main:574] : INFO : Epoch 2026 | loss: 0.0311443 | val_loss: 0.0311688 | Time: 2925.96 ms
[2022-02-16 14:00:58 main:574] : INFO : Epoch 2027 | loss: 0.0311456 | val_loss: 0.0311716 | Time: 2980.73 ms
[2022-02-16 14:01:01 main:574] : INFO : Epoch 2028 | loss: 0.0311452 | val_loss: 0.0311693 | Time: 2962.32 ms
[2022-02-16 14:01:04 main:574] : INFO : Epoch 2029 | loss: 0.0311489 | val_loss: 0.0311761 | Time: 3039.7 ms
[2022-02-16 14:01:07 main:574] : INFO : Epoch 2030 | loss: 0.0311473 | val_loss: 0.0311708 | Time: 3038.03 ms
[2022-02-16 14:01:10 main:574] : INFO : Epoch 2031 | loss: 0.0311436 | val_loss: 0.0311693 | Time: 3061.8 ms
[2022-02-16 14:01:13 main:574] : INFO : Epoch 2032 | loss: 0.0311443 | val_loss: 0.0311677 | Time: 3036.51 ms
[2022-02-16 14:01:16 main:574] : INFO : Epoch 2033 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 2989.75 ms
[2022-02-16 14:01:19 main:574] : INFO : Epoch 2034 | loss: 0.0311442 | val_loss: 0.0311687 | Time: 3695.97 ms
[2022-02-16 14:01:23 main:574] : INFO : Epoch 2035 | loss: 0.0311451 | val_loss: 0.0311713 | Time: 3668.47 ms
[2022-02-16 14:01:26 main:574] : INFO : Epoch 2036 | loss: 0.0311424 | val_loss: 0.0311701 | Time: 2879.68 ms
[2022-02-16 14:01:29 main:574] : INFO : Epoch 2037 | loss: 0.0311429 | val_loss: 0.0311707 | Time: 2978.08 ms
[2022-02-16 14:01:32 main:574] : INFO : Epoch 2038 | loss: 0.0311445 | val_loss: 0.0311685 | Time: 3018.04 ms
[2022-02-16 14:01:35 main:574] : INFO : Epoch 2039 | loss: 0.0311431 | val_loss: 0.0311673 | Time: 2909.7 ms
[2022-02-16 14:01:38 main:574] : INFO : Epoch 2040 | loss: 0.0311452 | val_loss: 0.0311716 | Time: 2908.12 ms
[2022-02-16 14:01:41 main:574] : INFO : Epoch 2041 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 2939.55 ms
[2022-02-16 14:01:44 main:574] : INFO : Epoch 2042 | loss: 0.0311458 | val_loss: 0.0311675 | Time: 2978 ms
[2022-02-16 14:01:47 main:574] : INFO : Epoch 2043 | loss: 0.0311443 | val_loss: 0.0311694 | Time: 3007.62 ms
[2022-02-16 14:01:50 main:574] : INFO : Epoch 2044 | loss: 0.0311433 | val_loss: 0.031166 | Time: 2895.88 ms
[2022-02-16 14:01:53 main:574] : INFO : Epoch 2045 | loss: 0.031142 | val_loss: 0.0311668 | Time: 2970.46 ms
[2022-02-16 14:01:56 main:574] : INFO : Epoch 2046 | loss: 0.0311458 | val_loss: 0.0311716 | Time: 3258.46 ms
[2022-02-16 14:01:59 main:574] : INFO : Epoch 2047 | loss: 0.0311534 | val_loss: 0.0311744 | Time: 2937.98 ms
[2022-02-16 14:02:02 main:574] : INFO : Epoch 2048 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 3002.1 ms
[2022-02-16 14:02:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311688
[2022-02-16 14:02:02 main:603] : INFO : Saving end state to config to file
[2022-02-16 14:02:02 main:608] : INFO : Success, exiting..
14:02:02 (1440): 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)