Task 14595797
| Name | ParityModified-1647045719-25850-3-0_1 |
| Workunit | 11510935 |
| Created | 10 Apr 2022, 16:17:04 UTC |
| Sent | 10 Apr 2022, 16:39:02 UTC |
| Report deadline | 18 Apr 2022, 16:39:02 UTC |
| Received | 10 Apr 2022, 20:51:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8729 |
| Run time | 1 hours 31 min 31 sec |
| CPU time | 1 hours 19 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,219.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 5:27:31 main:574] : INFO : Epoch 1542 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 2695.32 ms [2022-04-10 15:27:34 main:574] : INFO : Epoch 1543 | loss: 0.0311446 | val_loss: 0.0311573 | Time: 2690.65 ms [2022-04-10 15:27:36 main:574] : INFO : Epoch 1544 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 2714.6 ms [2022-04-10 15:27:39 main:574] : INFO : Epoch 1545 | loss: 0.0311429 | val_loss: 0.0311595 | Time: 2650.79 ms [2022-04-10 15:27:42 main:574] : INFO : Epoch 1546 | loss: 0.0311426 | val_loss: 0.0311666 | Time: 2648.59 ms [2022-04-10 15:27:44 main:574] : INFO : Epoch 1547 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 2802.82 ms [2022-04-10 15:27:47 main:574] : INFO : Epoch 1548 | loss: 0.0311413 | val_loss: 0.0311567 | Time: 2621.66 ms [2022-04-10 15:27:50 main:574] : INFO : Epoch 1549 | loss: 0.0311389 | val_loss: 0.0311571 | Time: 2687.41 ms [2022-04-10 15:27:52 main:574] : INFO : Epoch 1550 | loss: 0.0311412 | val_loss: 0.0311658 | Time: 2663.25 ms [2022-04-10 15:27:55 main:574] : INFO : Epoch 1551 | loss: 0.0311419 | val_loss: 0.031157 | Time: 2781.76 ms [2022-04-10 15:27:58 main:574] : INFO : Epoch 1552 | loss: 0.0311426 | val_loss: 0.0311561 | Time: 2643.74 ms [2022-04-10 15:28:01 main:574] : INFO : Epoch 1553 | loss: 0.0311404 | val_loss: 0.0311561 | Time: 2704.85 ms [2022-04-10 15:28:03 main:574] : INFO : Epoch 1554 | loss: 0.0311412 | val_loss: 0.0311565 | Time: 2742.06 ms [2022-04-10 15:28:06 main:574] : INFO : Epoch 1555 | loss: 0.0311422 | val_loss: 0.0311583 | Time: 2672.06 ms [2022-04-10 15:28:09 main:574] : INFO : Epoch 1556 | loss: 0.0311397 | val_loss: 0.031163 | Time: 2630.32 ms [2022-04-10 15:28:11 main:574] : INFO : Epoch 1557 | loss: 0.0311397 | val_loss: 0.0311597 | Time: 2589.3 ms [2022-04-10 15:28:14 main:574] : INFO : Epoch 1558 | loss: 0.0311402 | val_loss: 0.0311605 | Time: 2650.59 ms [2022-04-10 15:28:17 main:574] : INFO : Epoch 1559 | loss: 0.0311394 | val_loss: 0.0311569 | Time: 2731.32 ms [2022-04-10 15:28:19 main:574] : INFO : Epoch 1560 | loss: 0.0311393 | val_loss: 0.0311614 | Time: 2615.23 ms [2022-04-10 15:28:22 main:574] : INFO : Epoch 1561 | loss: 0.0311388 | val_loss: 0.0311631 | Time: 2668.33 ms [2022-04-10 15:28:25 main:574] : INFO : Epoch 1562 | loss: 0.0311412 | val_loss: 0.0311579 | Time: 2642.56 ms [2022-04-10 15:28:27 main:574] : INFO : Epoch 1563 | loss: 0.0311388 | val_loss: 0.0311594 | Time: 2600.05 ms [2022-04-10 15:28:30 main:574] : INFO : Epoch 1564 | loss: 0.0311367 | val_loss: 0.0311623 | Time: 2620.59 ms [2022-04-10 15:28:32 main:574] : INFO : Epoch 1565 | loss: 0.0311393 | val_loss: 0.0311585 | Time: 2631.63 ms [2022-04-10 15:28:35 main:574] : INFO : Epoch 1566 | loss: 0.0311383 | val_loss: 0.0311599 | Time: 2663.02 ms [2022-04-10 15:28:38 main:574] : INFO : Epoch 1567 | loss: 0.0311398 | val_loss: 0.0311585 | Time: 2731.28 ms [2022-04-10 15:28:41 main:574] : INFO : Epoch 1568 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 2743.35 ms [2022-04-10 15:28:43 main:574] : INFO : Epoch 1569 | loss: 0.031137 | val_loss: 0.0311582 | Time: 2742.18 ms [2022-04-10 15:28:46 main:574] : INFO : Epoch 1570 | loss: 0.0311385 | val_loss: 0.0311594 | Time: 2756.01 ms [2022-04-10 15:28:49 main:574] : INFO : Epoch 1571 | loss: 0.0311409 | val_loss: 0.0311603 | Time: 2766.21 ms [2022-04-10 15:28:52 main:574] : INFO : Epoch 1572 | loss: 0.0311379 | val_loss: 0.031161 | Time: 2659.09 ms [2022-04-10 15:28:54 main:574] : INFO : Epoch 1573 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 2666.07 ms [2022-04-10 15:28:57 main:574] : INFO : Epoch 1574 | loss: 0.03115 | val_loss: 0.0311585 | Time: 2784.13 ms [2022-04-10 15:29:00 main:574] : INFO : Epoch 1575 | loss: 0.0311481 | val_loss: 0.0311579 | Time: 2710.09 ms [2022-04-10 15:29:02 main:574] : INFO : Epoch 1576 | loss: 0.0311499 | val_loss: 0.0311676 | Time: 2683.41 ms [2022-04-10 15:29:05 main:574] : INFO : Epoch 1577 | loss: 0.0311477 | val_loss: 0.0311599 | Time: 2638.67 ms [2022-04-10 15:29:08 main:574] : INFO : Epoch 1578 | loss: 0.0311451 | val_loss: 0.031164 | Time: 2677.89 ms [2022-04-10 15:29:10 main:574] : INFO : Epoch 1579 | loss: 0.0311449 | val_loss: 0.0311606 | Time: 2676.64 ms [2022-04-10 15:29:13 main:574] : INFO : Epoch 1580 | loss: 0.031143 | val_loss: 0.03116 | Time: 2728.3 ms [2022-04-10 15:29:16 main:574] : INFO : Epoch 1581 | loss: 0.0311426 | val_loss: 0.0311612 | Time: 2644.89 ms [2022-04-10 15:29:19 main:574] : INFO : Epoch 1582 | loss: 0.0311452 | val_loss: 0.0311603 | Time: 2735.44 ms [2022-04-10 15:29:21 main:574] : INFO : Epoch 1583 | loss: 0.0311413 | val_loss: 0.0311605 | Time: 2705.8 ms [2022-04-10 15:29:24 main:574] : INFO : Epoch 1584 | loss: 0.0311406 | val_loss: 0.0311607 | Time: 2706.2 ms [2022-04-10 15:29:27 main:574] : INFO : Epoch 1585 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 2612.2 ms [2022-04-10 15:29:29 main:574] : INFO : Epoch 1586 | loss: 0.0311428 | val_loss: 0.0311654 | Time: 2653.68 ms [2022-04-10 15:29:32 main:574] : INFO : Epoch 1587 | loss: 0.031142 | val_loss: 0.0311614 | Time: 2734.64 ms [2022-04-10 15:29:35 main:574] : INFO : Epoch 1588 | loss: 0.0311423 | val_loss: 0.0311591 | Time: 2725.24 ms [2022-04-10 15:29:37 main:574] : INFO : Epoch 1589 | loss: 0.0311483 | val_loss: 0.0311653 | Time: 2700.51 ms [2022-04-10 15:29:40 main:574] : INFO : Epoch 1590 | loss: 0.031154 | val_loss: 0.0311629 | Time: 2702.65 ms [2022-04-10 15:29:43 main:574] : INFO : Epoch 1591 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 2684.16 ms [2022-04-10 15:29:46 main:574] : INFO : Epoch 1592 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 2706.4 ms [2022-04-10 15:29:48 main:574] : INFO : Epoch 1593 | loss: 0.031144 | val_loss: 0.0311682 | Time: 2730.87 ms [2022-04-10 15:29:51 main:574] : INFO : Epoch 1594 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 2607.77 ms [2022-04-10 15:29:54 main:574] : INFO : Epoch 1595 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 2664.66 ms [2022-04-10 15:29:56 main:574] : INFO : Epoch 1596 | loss: 0.0311444 | val_loss: 0.0311617 | Time: 2714.33 ms [2022-04-10 15:29:59 main:574] : INFO : Epoch 1597 | loss: 0.0311435 | val_loss: 0.0311596 | Time: 2667.8 ms [2022-04-10 15:30:02 main:574] : INFO : Epoch 1598 | loss: 0.031145 | val_loss: 0.0311625 | Time: 2721.73 ms [2022-04-10 15:30:04 main:574] : INFO : Epoch 1599 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 2758.25 ms [2022-04-10 15:30:07 main:574] : INFO : Epoch 1600 | loss: 0.0311446 | val_loss: 0.03116 | Time: 2669.39 ms [2022-04-10 15:30:10 main:574] : INFO : Epoch 1601 | loss: 0.0311418 | val_loss: 0.0311619 | Time: 2788.05 ms [2022-04-10 15:30:13 main:574] : INFO : Epoch 1602 | loss: 0.0311406 | val_loss: 0.0311626 | Time: 2678.72 ms [2022-04-10 15:30:15 main:574] : INFO : Epoch 1603 | loss: 0.0311406 | val_loss: 0.0311593 | Time: 2635.65 ms [2022-04-10 15:30:18 main:574] : INFO : Epoch 1604 | loss: 0.0311405 | val_loss: 0.0311623 | Time: 2834.24 ms [2022-04-10 15:30:21 main:574] : INFO : Epoch 1605 | loss: 0.03114 | val_loss: 0.0311621 | Time: 2646.44 ms [2022-04-10 15:30:23 main:574] : INFO : Epoch 1606 | loss: 0.0311409 | val_loss: 0.0311678 | Time: 2668.17 ms [2022-04-10 15:30:26 main:574] : INFO : Epoch 1607 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 2682.3 ms [2022-04-10 15:30:29 main:574] : INFO : Epoch 1608 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 2710.99 ms [2022-04-10 15:30:32 main:574] : INFO : Epoch 1609 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 2753.37 ms [2022-04-10 15:30:34 main:574] : INFO : Epoch 1610 | loss: 0.0311389 | val_loss: 0.0311623 | Time: 2601.63 ms [2022-04-10 15:30:37 main:574] : INFO : Epoch 1611 | loss: 0.031142 | val_loss: 0.031163 | Time: 2639.03 ms [2022-04-10 15:30:39 main:574] : INFO : Epoch 1612 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 2643.67 ms [2022-04-10 15:30:42 main:574] : INFO : Epoch 1613 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 2651.12 ms [2022-04-10 15:30:45 main:574] : INFO : Epoch 1614 | loss: 0.0311467 | val_loss: 0.0311612 | Time: 2697.34 ms [2022-04-10 15:30:48 main:574] : INFO : Epoch 1615 | loss: 0.0311489 | val_loss: 0.0311708 | Time: 2737.6 ms [2022-04-10 15:30:50 main:574] : INFO : Epoch 1616 | loss: 0.0311565 | val_loss: 0.0311642 | Time: 2809.65 ms [2022-04-10 15:30:53 main:574] : INFO : Epoch 1617 | loss: 0.031152 | val_loss: 0.0311608 | Time: 2681.65 ms [2022-04-10 15:30:56 main:574] : INFO : Epoch 1618 | loss: 0.031149 | val_loss: 0.0311674 | Time: 2613.71 ms [2022-04-10 15:30:58 main:574] : INFO : Epoch 1619 | loss: 0.0311477 | val_loss: 0.0311593 | Time: 2667.06 ms [2022-04-10 15:31:01 main:574] : INFO : Epoch 1620 | loss: 0.0311452 | val_loss: 0.0311611 | Time: 2745.39 ms [2022-04-10 15:31:04 main:574] : INFO : Epoch 1621 | loss: 0.0311436 | val_loss: 0.0311619 | Time: 2618.72 ms [2022-04-10 15:31:06 main:574] : INFO : Epoch 1622 | loss: 0.031142 | val_loss: 0.0311581 | Time: 2629.56 ms [2022-04-10 15:31:09 main:574] : INFO : Epoch 1623 | loss: 0.0311425 | val_loss: 0.0311632 | Time: 2630.6 ms [2022-04-10 15:31:12 main:574] : INFO : Epoch 1624 | loss: 0.0311426 | val_loss: 0.0311592 | Time: 2659.82 ms [2022-04-10 15:31:14 main:574] : INFO : Epoch 1625 | loss: 0.0311435 | val_loss: 0.0311578 | Time: 2739.07 ms [2022-04-10 15:31:17 main:574] : INFO : Epoch 1626 | loss: 0.0311432 | val_loss: 0.031163 | Time: 2779.65 ms [2022-04-10 15:31:20 main:574] : INFO : Epoch 1627 | loss: 0.0311431 | val_loss: 0.0311587 | Time: 2681.19 ms [2022-04-10 15:31:23 main:574] : INFO : Epoch 1628 | loss: 0.031143 | val_loss: 0.0311557 | Time: 2699.93 ms [2022-04-10 15:31:25 main:574] : INFO : Epoch 1629 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 2705.25 ms [2022-04-10 15:31:28 main:574] : INFO : Epoch 1630 | loss: 0.0311417 | val_loss: 0.0311553 | Time: 2705.22 ms [2022-04-10 15:31:31 main:574] : INFO : Epoch 1631 | loss: 0.0311426 | val_loss: 0.0311562 | Time: 2683.84 ms [2022-04-10 15:31:33 main:574] : INFO : Epoch 1632 | loss: 0.0311434 | val_loss: 0.0311598 | Time: 2718.09 ms [2022-04-10 15:31:36 main:574] : INFO : Epoch 1633 | loss: 0.0311427 | val_loss: 0.0311592 | Time: 2596.73 ms [2022-04-10 15:31:39 main:574] : INFO : Epoch 1634 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 2645.77 ms [2022-04-10 15:31:41 main:574] : INFO : Epoch 1635 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 2655.13 ms [2022-04-10 15:31:44 main:574] : INFO : Epoch 1636 | loss: 0.0311442 | val_loss: 0.0311598 | Time: 2606.86 ms [2022-04-10 15:31:47 main:574] : INFO : Epoch 1637 | loss: 0.0311438 | val_loss: 0.0311568 | Time: 2672.04 ms [2022-04-10 15:31:49 main:574] : INFO : Epoch 1638 | loss: 0.0311436 | val_loss: 0.031156 | Time: 2685.64 ms [2022-04-10 15:31:52 main:574] : INFO : Epoch 1639 | loss: 0.0311416 | val_loss: 0.0311569 | Time: 2659.98 ms [2022-04-10 15:31:55 main:574] : INFO : Epoch 1640 | loss: 0.0311406 | val_loss: 0.0311576 | Time: 2673.72 ms [2022-04-10 15:31:57 main:574] : INFO : Epoch 1641 | loss: 0.031144 | val_loss: 0.03116 | Time: 2698.22 ms [2022-04-10 15:32:00 main:574] : INFO : Epoch 1642 | loss: 0.031145 | val_loss: 0.0311591 | Time: 2619.81 ms [2022-04-10 15:32:03 main:574] : INFO : Epoch 1643 | loss: 0.0311435 | val_loss: 0.0311566 | Time: 2679.93 ms [2022-04-10 15:32:05 main:574] : INFO : Epoch 1644 | loss: 0.0311448 | val_loss: 0.0311547 | Time: 2696.14 ms [2022-04-10 15:32:08 main:574] : INFO : Epoch 1645 | loss: 0.0311455 | val_loss: 0.0311585 | Time: 2685.78 ms [2022-04-10 15:32:11 main:574] : INFO : Epoch 1646 | loss: 0.0311484 | val_loss: 0.0311551 | Time: 2641.72 ms [2022-04-10 15:32:13 main:574] : INFO : Epoch 1647 | loss: 0.0311435 | val_loss: 0.0311617 | Time: 2710.59 ms [2022-04-10 15:32:16 main:574] : INFO : Epoch 1648 | loss: 0.0311425 | val_loss: 0.0311533 | Time: 2647.36 ms [2022-04-10 15:32:19 main:574] : INFO : Epoch 1649 | loss: 0.0311426 | val_loss: 0.0311519 | Time: 2650.52 ms [2022-04-10 15:32:21 main:574] : INFO : Epoch 1650 | loss: 0.0311418 | val_loss: 0.0311559 | Time: 2720.41 ms [2022-04-10 15:32:24 main:574] : INFO : Epoch 1651 | loss: 0.0311404 | val_loss: 0.031154 | Time: 2661.24 ms [2022-04-10 15:32:27 main:574] : INFO : Epoch 1652 | loss: 0.0311397 | val_loss: 0.0311526 | Time: 2672.49 ms [2022-04-10 15:32:29 main:574] : INFO : Epoch 1653 | loss: 0.0311398 | val_loss: 0.0311533 | Time: 2705.3 ms [2022-04-10 15:32:32 main:574] : INFO : Epoch 1654 | loss: 0.03114 | val_loss: 0.0311543 | Time: 2579.14 ms [2022-04-10 15:32:35 main:574] : INFO : Epoch 1655 | loss: 0.0311416 | val_loss: 0.0311541 | Time: 2708.22 ms [2022-04-10 15:32:37 main:574] : INFO : Epoch 1656 | loss: 0.0311426 | val_loss: 0.0311536 | Time: 2679.83 ms [2022-04-10 15:32:40 main:574] : INFO : Epoch 1657 | loss: 0.0311398 | val_loss: 0.0311568 | Time: 2714.55 ms [2022-04-10 15:32:43 main:574] : INFO : Epoch 1658 | loss: 0.0311427 | val_loss: 0.0311671 | Time: 2746.5 ms [2022-04-10 15:32:46 main:574] : INFO : Epoch 1659 | loss: 0.0311469 | val_loss: 0.0311565 | Time: 2705.2 ms [2022-04-10 15:32:48 main:574] : INFO : Epoch 1660 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 2609.25 ms [2022-04-10 15:32:51 main:574] : INFO : Epoch 1661 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 2751.04 ms [2022-04-10 15:32:54 main:574] : INFO : Epoch 1662 | loss: 0.0311403 | val_loss: 0.0311544 | Time: 2616.1 ms [2022-04-10 15:32:56 main:574] : INFO : Epoch 1663 | loss: 0.0311392 | val_loss: 0.0311596 | Time: 2629.75 ms [2022-04-10 15:32:59 main:574] : INFO : Epoch 1664 | loss: 0.0311409 | val_loss: 0.031161 | Time: 2721.31 ms [2022-04-10 15:33:02 main:574] : INFO : Epoch 1665 | loss: 0.0311416 | val_loss: 0.0311564 | Time: 2611.21 ms [2022-04-10 15:33:04 main:574] : INFO : Epoch 1666 | loss: 0.0311381 | val_loss: 0.0311574 | Time: 2740.29 ms [2022-04-10 15:33:07 main:574] : INFO : Epoch 1667 | loss: 0.0311381 | val_loss: 0.0311567 | Time: 2672.5 ms [2022-04-10 15:33:10 main:574] : INFO : Epoch 1668 | loss: 0.0311378 | val_loss: 0.0311572 | Time: 2630.65 ms [2022-04-10 15:33:12 main:574] : INFO : Epoch 1669 | loss: 0.0311382 | val_loss: 0.031159 | Time: 2572.84 ms [2022-04-10 15:33:15 main:574] : INFO : Epoch 1670 | loss: 0.0311368 | val_loss: 0.0311572 | Time: 2718.5 ms [2022-04-10 15:33:18 main:574] : INFO : Epoch 1671 | loss: 0.0311376 | val_loss: 0.0311613 | Time: 2626.36 ms [2022-04-10 15:33:20 main:574] : INFO : Epoch 1672 | loss: 0.0311368 | val_loss: 0.0311557 | Time: 2675.36 ms [2022-04-10 15:33:23 main:574] : INFO : Epoch 1673 | loss: 0.0311354 | val_loss: 0.0311566 | Time: 2610.55 ms [2022-04-10 15:33:26 main:574] : INFO : Epoch 1674 | loss: 0.0311387 | val_loss: 0.0311671 | Time: 2703.24 ms [2022-04-10 15:33:28 main:574] : INFO : Epoch 1675 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 2599.79 ms [2022-04-10 15:33:31 main:574] : INFO : Epoch 1676 | loss: 0.0311539 | val_loss: 0.031168 | Time: 2664.72 ms [2022-04-10 15:33:33 main:574] : INFO : Epoch 1677 | loss: 0.0311518 | val_loss: 0.0311665 | Time: 2646.64 ms [2022-04-10 15:33:36 main:574] : INFO : Epoch 1678 | loss: 0.0311477 | val_loss: 0.0311698 | Time: 2582.75 ms [2022-04-10 15:33:39 main:574] : INFO : Epoch 1679 | loss: 0.0311471 | val_loss: 0.0311661 | Time: 2647.67 ms [2022-04-10 15:33:41 main:574] : INFO : Epoch 1680 | loss: 0.0311466 | val_loss: 0.031168 | Time: 2611.38 ms [2022-04-10 15:33:44 main:574] : INFO : Epoch 1681 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 2669.56 ms [2022-04-10 15:33:47 main:574] : INFO : Epoch 1682 | loss: 0.0311458 | val_loss: 0.0311671 | Time: 2645.81 ms [2022-04-10 15:33:49 main:574] : INFO : Epoch 1683 | loss: 0.0311443 | val_loss: 0.0311691 | Time: 2695.7 ms [2022-04-10 15:33:52 main:574] : INFO : Epoch 1684 | loss: 0.0311454 | val_loss: 0.0311702 | Time: 2597.43 ms [2022-04-10 15:33:55 main:574] : INFO : Epoch 1685 | loss: 0.0311462 | val_loss: 0.0311697 | Time: 2723.54 ms [2022-04-10 15:33:57 main:574] : INFO : Epoch 1686 | loss: 0.0311424 | val_loss: 0.0311647 | Time: 2664.61 ms [2022-04-10 15:34:00 main:574] : INFO : Epoch 1687 | loss: 0.0311425 | val_loss: 0.0311644 | Time: 2719.3 ms [2022-04-10 15:34:03 main:574] : INFO : Epoch 1688 | loss: 0.0311433 | val_loss: 0.0311653 | Time: 2696.69 ms [2022-04-10 15:34:05 main:574] : INFO : Epoch 1689 | loss: 0.0311437 | val_loss: 0.0311639 | Time: 2671.06 ms [2022-04-10 15:34:08 main:574] : INFO : Epoch 1690 | loss: 0.0311437 | val_loss: 0.031166 | Time: 2656.66 ms [2022-04-10 15:34:11 main:574] : INFO : Epoch 1691 | loss: 0.0311419 | val_loss: 0.0311663 | Time: 2715.18 ms [2022-04-10 15:34:13 main:574] : INFO : Epoch 1692 | loss: 0.0311425 | val_loss: 0.0311701 | Time: 2663.6 ms [2022-04-10 15:34:16 main:574] : INFO : Epoch 1693 | loss: 0.0311424 | val_loss: 0.0311646 | Time: 2629.56 ms [2022-04-10 15:34:19 main:574] : INFO : Epoch 1694 | loss: 0.03114 | val_loss: 0.0311624 | Time: 2722.88 ms [2022-04-10 15:34:22 main:574] : INFO : Epoch 1695 | loss: 0.03114 | val_loss: 0.031164 | Time: 2708.34 ms [2022-04-10 15:34:24 main:574] : INFO : Epoch 1696 | loss: 0.0311396 | val_loss: 0.0311674 | Time: 2695.1 ms [2022-04-10 15:34:27 main:574] : INFO : Epoch 1697 | loss: 0.0311433 | val_loss: 0.0311646 | Time: 2750.6 ms [2022-04-10 15:34:30 main:574] : INFO : Epoch 1698 | loss: 0.0311437 | val_loss: 0.0311655 | Time: 2616.74 ms [2022-04-10 15:34:32 main:574] : INFO : Epoch 1699 | loss: 0.031142 | val_loss: 0.0311649 | Time: 2599.94 ms [2022-04-10 15:34:35 main:574] : INFO : Epoch 1700 | loss: 0.0311407 | val_loss: 0.0311614 | Time: 2743.47 ms [2022-04-10 15:34:38 main:574] : INFO : Epoch 1701 | loss: 0.0311407 | val_loss: 0.0311626 | Time: 2728.01 ms [2022-04-10 15:34:40 main:574] : INFO : Epoch 1702 | loss: 0.0311447 | val_loss: 0.0311645 | Time: 2692.83 ms [2022-04-10 15:34:43 main:574] : INFO : Epoch 1703 | loss: 0.0311431 | val_loss: 0.0311651 | Time: 2740.1 ms [2022-04-10 15:34:46 main:574] : INFO : Epoch 1704 | loss: 0.0311475 | val_loss: 0.0311695 | Time: 2738.88 ms [2022-04-10 15:34:49 main:574] : INFO : Epoch 1705 | loss: 0.0327919 | val_loss: 0.0333774 | Time: 2667.42 ms [2022-04-10 15:34:51 main:574] : INFO : Epoch 1706 | loss: 0.0508199 | val_loss: 0.0335608 | Time: 2641.49 ms [2022-04-10 15:34:54 main:574] : INFO : Epoch 1707 | loss: 0.0342094 | val_loss: 0.0314012 | Time: 2647.61 ms [2022-04-10 15:34:56 main:574] : INFO : Epoch 1708 | loss: 0.0316158 | val_loss: 0.0312783 | Time: 2573.59 ms [2022-04-10 15:34:59 main:574] : INFO : Epoch 1709 | loss: 0.0312848 | val_loss: 0.0312583 | Time: 2596 ms [2022-04-10 15:35:02 main:574] : INFO : Epoch 1710 | loss: 0.0312301 | val_loss: 0.0312179 | Time: 2651.99 ms [2022-04-10 15:35:04 main:574] : INFO : Epoch 1711 | loss: 0.0312112 | val_loss: 0.0312045 | Time: 2733.07 ms [2022-04-10 15:35:07 main:574] : INFO : Epoch 1712 | loss: 0.0312026 | val_loss: 0.0311983 | Time: 2659.74 ms [2022-04-10 15:35:10 main:574] : INFO : Epoch 1713 | loss: 0.0311962 | val_loss: 0.0311932 | Time: 2682.57 ms [2022-04-10 15:35:12 main:574] : INFO : Epoch 1714 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 2595.7 ms [2022-04-10 15:35:15 main:574] : INFO : Epoch 1715 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 2635.49 ms [2022-04-10 15:35:18 main:574] : INFO : Epoch 1716 | loss: 0.0311802 | val_loss: 0.0311815 | Time: 2706.78 ms [2022-04-10 15:35:20 main:574] : INFO : Epoch 1717 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 2628.29 ms [2022-04-10 15:35:23 main:574] : INFO : Epoch 1718 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 2614.29 ms [2022-04-10 15:35:26 main:574] : INFO : Epoch 1719 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 2642.95 ms [2022-04-10 15:35:28 main:574] : INFO : Epoch 1720 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 2562.41 ms [2022-04-10 15:35:31 main:574] : INFO : Epoch 1721 | loss: 0.031164 | val_loss: 0.0311707 | Time: 2606.08 ms [2022-04-10 15:35:34 main:574] : INFO : Epoch 1722 | loss: 0.0311636 | val_loss: 0.0311684 | Time: 2682.21 ms [2022-04-10 15:35:36 main:574] : INFO : Epoch 1723 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 2670.67 ms [2022-04-10 15:35:39 main:574] : INFO : Epoch 1724 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 2628.65 ms [2022-04-10 15:35:42 main:574] : INFO : Epoch 1725 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 2703.06 ms [2022-04-10 15:35:44 main:574] : INFO : Epoch 1726 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 2617.97 ms [2022-04-10 15:35:47 main:574] : INFO : Epoch 1727 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 2599.91 ms [2022-04-10 15:35:49 main:574] : INFO : Epoch 1728 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 2644.94 ms [2022-04-10 15:35:52 main:574] : INFO : Epoch 1729 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2640.16 ms [2022-04-10 15:35:55 main:574] : INFO : Epoch 1730 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 2648.59 ms [2022-04-10 15:35:57 main:574] : INFO : Epoch 1731 | loss: 0.031156 | val_loss: 0.0311666 | Time: 2643.88 ms [2022-04-10 15:36:00 main:574] : INFO : Epoch 1732 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 2735.84 ms [2022-04-10 15:36:03 main:574] : INFO : Epoch 1733 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 2611.21 ms [2022-04-10 15:36:05 main:574] : INFO : Epoch 1734 | loss: 0.0311537 | val_loss: 0.0311655 | Time: 2701.5 ms [2022-04-10 15:36:08 main:574] : INFO : Epoch 1735 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 2664.07 ms [2022-04-10 15:36:11 main:574] : INFO : Epoch 1736 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 2644.35 ms [2022-04-10 15:36:14 main:574] : INFO : Epoch 1737 | loss: 0.0311525 | val_loss: 0.0311642 | Time: 2734.19 ms [2022-04-10 15:36:16 main:574] : INFO : Epoch 1738 | loss: 0.0311522 | val_loss: 0.031165 | Time: 2662.25 ms [2022-04-10 15:36:19 main:574] : INFO : Epoch 1739 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 2523.8 ms [2022-04-10 15:36:21 main:574] : INFO : Epoch 1740 | loss: 0.0311526 | val_loss: 0.0311616 | Time: 2725.44 ms [2022-04-10 15:36:24 main:574] : INFO : Epoch 1741 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 2668.42 ms [2022-04-10 15:36:27 main:574] : INFO : Epoch 1742 | loss: 0.0311507 | val_loss: 0.0311621 | Time: 2660.54 ms [2022-04-10 15:36:29 main:574] : INFO : Epoch 1743 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 2739.39 ms [2022-04-10 15:36:32 main:574] : INFO : Epoch 1744 | loss: 0.0311504 | val_loss: 0.0311634 | Time: 2718.39 ms [2022-04-10 15:36:35 main:574] : INFO : Epoch 1745 | loss: 0.0311499 | val_loss: 0.0311629 | Time: 2700.13 ms [2022-04-10 15:36:38 main:574] : INFO : Epoch 1746 | loss: 0.0311488 | val_loss: 0.031164 | Time: 2595.83 ms [2022-04-10 15:36:40 main:574] : INFO : Epoch 1747 | loss: 0.0311483 | val_loss: 0.0311657 | Time: 2664 ms [2022-04-10 15:36:43 main:574] : INFO : Epoch 1748 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 2732.69 ms [2022-04-10 15:36:46 main:574] : INFO : Epoch 1749 | loss: 0.0311471 | val_loss: 0.0311654 | Time: 2648.95 ms [2022-04-10 15:36:48 main:574] : INFO : Epoch 1750 | loss: 0.0311471 | val_loss: 0.0311641 | Time: 2684.76 ms [2022-04-10 15:36:51 main:574] : INFO : Epoch 1751 | loss: 0.0311469 | val_loss: 0.031164 | Time: 2643.94 ms [2022-04-10 15:36:54 main:574] : INFO : Epoch 1752 | loss: 0.0311466 | val_loss: 0.0311636 | Time: 2616.86 ms [2022-04-10 15:36:56 main:574] : INFO : Epoch 1753 | loss: 0.0311462 | val_loss: 0.0311656 | Time: 2608.63 ms [2022-04-10 15:36:59 main:574] : INFO : Epoch 1754 | loss: 0.0311458 | val_loss: 0.0311657 | Time: 2660.24 ms [2022-04-10 15:37:02 main:574] : INFO : Epoch 1755 | loss: 0.0311457 | val_loss: 0.031164 | Time: 2696.55 ms [2022-04-10 15:37:04 main:574] : INFO : Epoch 1756 | loss: 0.0311463 | val_loss: 0.0311636 | Time: 2704.5 ms [2022-04-10 15:37:07 main:574] : INFO : Epoch 1757 | loss: 0.0311493 | val_loss: 0.0311614 | Time: 2593.2 ms [2022-04-10 15:37:10 main:574] : INFO : Epoch 1758 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 2789.25 ms [2022-04-10 15:37:12 main:574] : INFO : Epoch 1759 | loss: 0.031147 | val_loss: 0.0311629 | Time: 2654.33 ms [2022-04-10 15:37:15 main:574] : INFO : Epoch 1760 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 2665.02 ms [2022-04-10 15:37:18 main:574] : INFO : Epoch 1761 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 2656.81 ms [2022-04-10 15:37:20 main:574] : INFO : Epoch 1762 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 2735.61 ms [2022-04-10 15:37:23 main:574] : INFO : Epoch 1763 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 2838.71 ms [2022-04-10 15:37:26 main:574] : INFO : Epoch 1764 | loss: 0.031145 | val_loss: 0.0311619 | Time: 2637.69 ms [2022-04-10 15:37:29 main:574] : INFO : Epoch 1765 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 2721.56 ms [2022-04-10 15:37:31 main:574] : INFO : Epoch 1766 | loss: 0.031146 | val_loss: 0.031163 | Time: 2618.48 ms [2022-04-10 15:37:34 main:574] : INFO : Epoch 1767 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 2637.25 ms [2022-04-10 15:37:36 main:574] : INFO : Epoch 1768 | loss: 0.031145 | val_loss: 0.0311629 | Time: 2641.35 ms [2022-04-10 15:37:39 main:574] : INFO : Epoch 1769 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 2733.5 ms [2022-04-10 15:37:42 main:574] : INFO : Epoch 1770 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 2746.34 ms [2022-04-10 15:37:45 main:574] : INFO : Epoch 1771 | loss: 0.0311439 | val_loss: 0.0311613 | Time: 2639.02 ms [2022-04-10 15:37:47 main:574] : INFO : Epoch 1772 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 2721.47 ms [2022-04-10 15:37:50 main:574] : INFO : Epoch 1773 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 2602.91 ms [2022-04-10 15:37:52 main:574] : INFO : Epoch 1774 | loss: 0.031145 | val_loss: 0.0311612 | Time: 2580.38 ms [2022-04-10 15:37:55 main:574] : INFO : Epoch 1775 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 2777.61 ms [2022-04-10 15:37:58 main:574] : INFO : Epoch 1776 | loss: 0.0311434 | val_loss: 0.031162 | Time: 2711.36 ms [2022-04-10 15:38:01 main:574] : INFO : Epoch 1777 | loss: 0.0311433 | val_loss: 0.0311624 | Time: 2714.77 ms [2022-04-10 15:38:03 main:574] : INFO : Epoch 1778 | loss: 0.031143 | val_loss: 0.0311609 | Time: 2617.89 ms [2022-04-10 15:38:06 main:574] : INFO : Epoch 1779 | loss: 0.0311431 | val_loss: 0.0311618 | Time: 2709.23 ms [2022-04-10 15:38:09 main:574] : INFO : Epoch 1780 | loss: 0.0311433 | val_loss: 0.0311621 | Time: 2653.37 ms [2022-04-10 15:38:11 main:574] : INFO : Epoch 1781 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 2685.27 ms [2022-04-10 15:38:14 main:574] : INFO : Epoch 1782 | loss: 0.0311441 | val_loss: 0.0311619 | Time: 2621.88 ms [2022-04-10 15:38:17 main:574] : INFO : Epoch 1783 | loss: 0.0311428 | val_loss: 0.0311619 | Time: 2650.36 ms [2022-04-10 15:38:19 main:574] : INFO : Epoch 1784 | loss: 0.031143 | val_loss: 0.031162 | Time: 2710.31 ms [2022-04-10 15:38:22 main:574] : INFO : Epoch 1785 | loss: 0.0311419 | val_loss: 0.0311614 | Time: 2531.52 ms [2022-04-10 15:38:25 main:574] : INFO : Epoch 1786 | loss: 0.0311422 | val_loss: 0.031163 | Time: 2749.27 ms [2022-04-10 15:38:27 main:574] : INFO : Epoch 1787 | loss: 0.0311452 | val_loss: 0.0311608 | Time: 2665.77 ms [2022-04-10 15:38:30 main:574] : INFO : Epoch 1788 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 2664.97 ms [2022-04-10 15:38:33 main:574] : INFO : Epoch 1789 | loss: 0.0311447 | val_loss: 0.031162 | Time: 2776.42 ms [2022-04-10 15:38:36 main:574] : INFO : Epoch 1790 | loss: 0.0311437 | val_loss: 0.0311593 | Time: 2708.17 ms [2022-04-10 15:38:38 main:574] : INFO : Epoch 1791 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 2708.54 ms [2022-04-10 15:38:41 main:574] : INFO : Epoch 1792 | loss: 0.0311442 | val_loss: 0.0311584 | Time: 2645.2 ms [2022-04-10 15:38:44 main:574] : INFO : Epoch 1793 | loss: 0.0311431 | val_loss: 0.0311605 | Time: 2710.39 ms [2022-04-10 15:38:46 main:574] : INFO : Epoch 1794 | loss: 0.0311424 | val_loss: 0.0311614 | Time: 2675.66 ms [2022-04-10 15:38:49 main:574] : INFO : Epoch 1795 | loss: 0.0311425 | val_loss: 0.0311628 | Time: 2657.82 ms [2022-04-10 15:38:52 main:574] : INFO : Epoch 1796 | loss: 0.031142 | val_loss: 0.0311611 | Time: 2747.28 ms [2022-04-10 15:38:54 main:574] : INFO : Epoch 1797 | loss: 0.0311418 | val_loss: 0.031163 | Time: 2633.16 ms [2022-04-10 15:38:57 main:574] : INFO : Epoch 1798 | loss: 0.0311427 | val_loss: 0.0311641 | Time: 2652.02 ms [2022-04-10 15:39:00 main:574] : INFO : Epoch 1799 | loss: 0.0311424 | val_loss: 0.0311616 | Time: 2721.33 ms [2022-04-10 15:39:02 main:574] : INFO : Epoch 1800 | loss: 0.0311419 | val_loss: 0.0311643 | Time: 2559.1 ms [2022-04-10 15:39:05 main:574] : INFO : Epoch 1801 | loss: 0.0311425 | val_loss: 0.0311647 | Time: 2660.32 ms [2022-04-10 15:39:08 main:574] : INFO : Epoch 1802 | loss: 0.0311427 | val_loss: 0.0311612 | Time: 2716.62 ms [2022-04-10 15:39:10 main:574] : INFO : Epoch 1803 | loss: 0.0311411 | val_loss: 0.0311645 | Time: 2693.77 ms [2022-04-10 15:39:13 main:574] : INFO : Epoch 1804 | loss: 0.0311412 | val_loss: 0.0311625 | Time: 2722.68 ms [2022-04-10 15:39:16 main:574] : INFO : Epoch 1805 | loss: 0.0311413 | val_loss: 0.0311647 | Time: 2654.15 ms [2022-04-10 15:39:18 main:574] : INFO : Epoch 1806 | loss: 0.0311413 | val_loss: 0.0311615 | Time: 2629 ms [2022-04-10 15:39:21 main:574] : INFO : Epoch 1807 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 2664.84 ms [2022-04-10 15:39:24 main:574] : INFO : Epoch 1808 | loss: 0.0311431 | val_loss: 0.0311623 | Time: 2603.49 ms [2022-04-10 15:39:26 main:574] : INFO : Epoch 1809 | loss: 0.0311415 | val_loss: 0.0311628 | Time: 2630.2 ms [2022-04-10 15:39:29 main:574] : INFO : Epoch 1810 | loss: 0.0311415 | val_loss: 0.0311616 | Time: 2694.63 ms [2022-04-10 15:39:32 main:574] : INFO : Epoch 1811 | loss: 0.0311418 | val_loss: 0.031163 | Time: 2698.25 ms [2022-04-10 15:39:34 main:574] : INFO : Epoch 1812 | loss: 0.0311409 | val_loss: 0.031163 | Time: 2690.62 ms [2022-04-10 15:39:37 main:574] : INFO : Epoch 1813 | loss: 0.0311409 | val_loss: 0.0311623 | Time: 2635.49 ms [2022-04-10 15:39:40 main:574] : INFO : Epoch 1814 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 2676.83 ms [2022-04-10 15:39:42 main:574] : INFO : Epoch 1815 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 2700.41 ms [2022-04-10 15:39:45 main:574] : INFO : Epoch 1816 | loss: 0.0311411 | val_loss: 0.0311624 | Time: 2685.96 ms [2022-04-10 15:39:48 main:574] : INFO : Epoch 1817 | loss: 0.0311407 | val_loss: 0.0311643 | Time: 2749.72 ms [2022-04-10 15:39:50 main:574] : INFO : Epoch 1818 | loss: 0.0311418 | val_loss: 0.0311628 | Time: 2661.21 ms [2022-04-10 15:39:53 main:574] : INFO : Epoch 1819 | loss: 0.0311409 | val_loss: 0.0311606 | Time: 2742.92 ms [2022-04-10 15:39:56 main:574] : INFO : Epoch 1820 | loss: 0.0311421 | val_loss: 0.031161 | Time: 2613.83 ms [2022-04-10 15:39:59 main:574] : INFO : Epoch 1821 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 2720.48 ms [2022-04-10 15:40:01 main:574] : INFO : Epoch 1822 | loss: 0.0311435 | val_loss: 0.0311616 | Time: 2688.19 ms [2022-04-10 15:40:04 main:574] : INFO : Epoch 1823 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 2714.85 ms [2022-04-10 15:40:07 main:574] : INFO : Epoch 1824 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 2675.71 ms [2022-04-10 15:40:09 main:574] : INFO : Epoch 1825 | loss: 0.0311419 | val_loss: 0.0311611 | Time: 2734.56 ms [2022-04-10 15:40:12 main:574] : INFO : Epoch 1826 | loss: 0.0311418 | val_loss: 0.0311613 | Time: 2686.66 ms [2022-04-10 15:40:15 main:574] : INFO : Epoch 1827 | loss: 0.0311412 | val_loss: 0.0311626 | Time: 2670.59 ms [2022-04-10 15:40:18 main:574] : INFO : Epoch 1828 | loss: 0.031141 | val_loss: 0.0311613 | Time: 2771.41 ms [2022-04-10 15:40:20 main:574] : INFO : Epoch 1829 | loss: 0.0311408 | val_loss: 0.0311614 | Time: 2598.29 ms [2022-04-10 15:40:23 main:574] : INFO : Epoch 1830 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 2663.01 ms [2022-04-10 15:40:26 main:574] : INFO : Epoch 1831 | loss: 0.0311415 | val_loss: 0.0311616 | Time: 2730.92 ms [2022-04-10 15:40:28 main:574] : INFO : Epoch 1832 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 2633.75 ms [2022-04-10 15:40:31 main:574] : INFO : Epoch 1833 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 2705.66 ms [2022-04-10 15:40:34 main:574] : INFO : Epoch 1834 | loss: 0.0311412 | val_loss: 0.0311645 | Time: 2695.05 ms [2022-04-10 15:40:36 main:574] : INFO : Epoch 1835 | loss: 0.0311447 | val_loss: 0.0311634 | Time: 2646.42 ms [2022-04-10 15:40:39 main:574] : INFO : Epoch 1836 | loss: 0.0311456 | val_loss: 0.0311646 | Time: 2776.68 ms [2022-04-10 15:40:42 main:574] : INFO : Epoch 1837 | loss: 0.0311458 | val_loss: 0.0311654 | Time: 2621.69 ms [2022-04-10 15:40:44 main:574] : INFO : Epoch 1838 | loss: 0.0311479 | val_loss: 0.0311661 | Time: 2610.32 ms [2022-04-10 15:40:47 main:574] : INFO : Epoch 1839 | loss: 0.0311507 | val_loss: 0.0311672 | Time: 2646.67 ms [2022-04-10 15:40:50 main:574] : INFO : Epoch 1840 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 2691.01 ms [2022-04-10 15:40:52 main:574] : INFO : Epoch 1841 | loss: 0.0311464 | val_loss: 0.0311682 | Time: 2636.88 ms [2022-04-10 15:40:55 main:574] : INFO : Epoch 1842 | loss: 0.0311477 | val_loss: 0.0311651 | Time: 2690.74 ms [2022-04-10 15:40:58 main:574] : INFO : Epoch 1843 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 2631.26 ms [2022-04-10 15:41:00 main:574] : INFO : Epoch 1844 | loss: 0.0311505 | val_loss: 0.0311633 | Time: 2688.3 ms [2022-04-10 15:41:03 main:574] : INFO : Epoch 1845 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 2795.09 ms [2022-04-10 15:41:06 main:574] : INFO : Epoch 1846 | loss: 0.031145 | val_loss: 0.0311627 | Time: 2594.41 ms [2022-04-10 15:41:08 main:574] : INFO : Epoch 1847 | loss: 0.0311451 | val_loss: 0.0311627 | Time: 2654.62 ms [2022-04-10 15:41:11 main:574] : INFO : Epoch 1848 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 2657.86 ms [2022-04-10 15:41:14 main:574] : INFO : Epoch 1849 | loss: 0.0311452 | val_loss: 0.031165 | Time: 2620.23 ms [2022-04-10 15:41:16 main:574] : INFO : Epoch 1850 | loss: 0.031148 | val_loss: 0.0311589 | Time: 2629.19 ms [2022-04-10 15:41:19 main:574] : INFO : Epoch 1851 | loss: 0.0311513 | val_loss: 0.0311599 | Time: 2674.47 ms [2022-04-10 15:41:22 main:574] : INFO : Epoch 1852 | loss: 0.0311482 | val_loss: 0.0311602 | Time: 2677.08 ms [2022-04-10 15:41:24 main:574] : INFO : Epoch 1853 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 2685.12 ms [2022-04-10 15:41:27 main:574] : INFO : Epoch 1854 | loss: 0.031145 | val_loss: 0.0311617 | Time: 2653.6 ms [2022-04-10 15:41:30 main:574] : INFO : Epoch 1855 | loss: 0.0311433 | val_loss: 0.0311583 | Time: 2598.41 ms [2022-04-10 15:41:32 main:574] : INFO : Epoch 1856 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 2736.62 ms [2022-04-10 15:41:35 main:574] : INFO : Epoch 1857 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 2593.36 ms [2022-04-10 15:41:38 main:574] : INFO : Epoch 1858 | loss: 0.0311415 | val_loss: 0.031161 | Time: 2669.11 ms [2022-04-10 15:41:40 main:574] : INFO : Epoch 1859 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 2707.68 ms [2022-04-10 15:41:43 main:574] : INFO : Epoch 1860 | loss: 0.0311406 | val_loss: 0.0311606 | Time: 2664.03 ms [2022-04-10 15:41:46 main:574] : INFO : Epoch 1861 | loss: 0.03114 | val_loss: 0.0311592 | Time: 2690.23 ms [2022-04-10 15:41:48 main:574] : INFO : Epoch 1862 | loss: 0.031142 | val_loss: 0.03116 | Time: 2701.25 ms [2022-04-10 15:41:51 main:574] : INFO : Epoch 1863 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 2611.51 ms [2022-04-10 15:41:54 main:574] : INFO : Epoch 1864 | loss: 0.03114 | val_loss: 0.0311631 | Time: 2626.23 ms [2022-04-10 15:41:56 main:574] : INFO : Epoch 1865 | loss: 0.0311404 | val_loss: 0.0311589 | Time: 2655 ms [2022-04-10 15:41:59 main:574] : INFO : Epoch 1866 | loss: 0.0311424 | val_loss: 0.0311619 | Time: 2591.8 ms [2022-04-10 15:42:01 main:574] : INFO : Epoch 1867 | loss: 0.0311408 | val_loss: 0.0311619 | Time: 2657.73 ms [2022-04-10 15:42:04 main:574] : INFO : Epoch 1868 | loss: 0.0311404 | val_loss: 0.0311598 | Time: 2712.3 ms [2022-04-10 15:42:07 main:574] : INFO : Epoch 1869 | loss: 0.0311407 | val_loss: 0.0311595 | Time: 2633.86 ms [2022-04-10 15:42:10 main:574] : INFO : Epoch 1870 | loss: 0.0311411 | val_loss: 0.0311636 | Time: 2765.09 ms [2022-04-10 15:42:12 main:574] : INFO : Epoch 1871 | loss: 0.0311416 | val_loss: 0.0311612 | Time: 2616.06 ms [2022-04-10 15:42:15 main:574] : INFO : Epoch 1872 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 2734.25 ms [2022-04-10 15:42:18 main:574] : INFO : Epoch 1873 | loss: 0.0311401 | val_loss: 0.0311602 | Time: 2626.72 ms [2022-04-10 15:42:20 main:574] : INFO : Epoch 1874 | loss: 0.0311391 | val_loss: 0.0311621 | Time: 2631.89 ms [2022-04-10 15:42:23 main:574] : INFO : Epoch 1875 | loss: 0.0311397 | val_loss: 0.0311621 | Time: 2706.4 ms [2022-04-10 15:42:26 main:574] : INFO : Epoch 1876 | loss: 0.0311396 | val_loss: 0.0311659 | Time: 2695.93 ms [2022-04-10 15:42:28 main:574] : INFO : Epoch 1877 | loss: 0.0311412 | val_loss: 0.0311674 | Time: 2689.52 ms [2022-04-10 15:42:31 main:574] : INFO : Epoch 1878 | loss: 0.031141 | val_loss: 0.0311616 | Time: 2600.68 ms [2022-04-10 15:42:34 main:574] : INFO : Epoch 1879 | loss: 0.0311389 | val_loss: 0.0311598 | Time: 2648.33 ms [2022-04-10 15:42:36 main:574] : INFO : Epoch 1880 | loss: 0.0311393 | val_loss: 0.0311653 | Time: 2618.44 ms [2022-04-10 15:42:39 main:574] : INFO : Epoch 1881 | loss: 0.0311407 | val_loss: 0.0311632 | Time: 2716.16 ms [2022-04-10 15:42:42 main:574] : INFO : Epoch 1882 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 2700.92 ms [2022-04-10 15:42:44 main:574] : INFO : Epoch 1883 | loss: 0.0311397 | val_loss: 0.0311591 | Time: 2694.5 ms [2022-04-10 15:42:47 main:574] : INFO : Epoch 1884 | loss: 0.031139 | val_loss: 0.0311585 | Time: 2723.27 ms [2022-04-10 15:42:50 main:574] : INFO : Epoch 1885 | loss: 0.0311387 | val_loss: 0.0311597 | Time: 2663.97 ms [2022-04-10 15:42:52 main:574] : INFO : Epoch 1886 | loss: 0.0311388 | val_loss: 0.0311606 | Time: 2649.14 ms [2022-04-10 15:42:55 main:574] : INFO : Epoch 1887 | loss: 0.0311396 | val_loss: 0.0311588 | Time: 2722.71 ms [2022-04-10 15:42:58 main:574] : INFO : Epoch 1888 | loss: 0.0311391 | val_loss: 0.0311629 | Time: 2753.56 ms [2022-04-10 15:43:01 main:574] : INFO : Epoch 1889 | loss: 0.0311381 | val_loss: 0.031166 | Time: 2652.84 ms [2022-04-10 15:43:03 main:574] : INFO : Epoch 1890 | loss: 0.0311397 | val_loss: 0.03116 | Time: 2668.65 ms [2022-04-10 15:43:06 main:574] : INFO : Epoch 1891 | loss: 0.0311382 | val_loss: 0.0311592 | Time: 2631.13 ms [2022-04-10 15:43:08 main:574] : INFO : Epoch 1892 | loss: 0.0311372 | val_loss: 0.0311631 | Time: 2571.94 ms [2022-04-10 15:43:11 main:574] : INFO : Epoch 1893 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 2700.75 ms [2022-04-10 15:43:14 main:574] : INFO : Epoch 1894 | loss: 0.031138 | val_loss: 0.0311626 | Time: 2830.21 ms [2022-04-10 15:43:17 main:574] : INFO : Epoch 1895 | loss: 0.0311375 | val_loss: 0.03116 | Time: 2641.06 ms [2022-04-10 15:43:19 main:574] : INFO : Epoch 1896 | loss: 0.0311381 | val_loss: 0.0311591 | Time: 2663.95 ms [2022-04-10 15:43:22 main:574] : INFO : Epoch 1897 | loss: 0.0311417 | val_loss: 0.0311615 | Time: 2710.45 ms [2022-04-10 15:43:25 main:574] : INFO : Epoch 1898 | loss: 0.0311407 | val_loss: 0.0311602 | Time: 2558.29 ms [2022-04-10 15:43:27 main:574] : INFO : Epoch 1899 | loss: 0.0311402 | val_loss: 0.031161 | Time: 2579.26 ms [2022-04-10 15:43:30 main:574] : INFO : Epoch 1900 | loss: 0.0311403 | val_loss: 0.0311587 | Time: 2708.8 ms [2022-04-10 15:43:33 main:574] : INFO : Epoch 1901 | loss: 0.0311385 | val_loss: 0.0311597 | Time: 2668.16 ms [2022-04-10 15:43:35 main:574] : INFO : Epoch 1902 | loss: 0.0311397 | val_loss: 0.0311607 | Time: 2674.02 ms [2022-04-10 15:43:38 main:574] : INFO : Epoch 1903 | loss: 0.0311394 | val_loss: 0.0311585 | Time: 2632.8 ms [2022-04-10 15:43:41 main:574] : INFO : Epoch 1904 | loss: 0.0311401 | val_loss: 0.0311633 | Time: 2672.8 ms [2022-04-10 15:43:43 main:574] : INFO : Epoch 1905 | loss: 0.0311396 | val_loss: 0.0311643 | Time: 2813.33 ms [2022-04-10 15:43:46 main:574] : INFO : Epoch 1906 | loss: 0.0311381 | val_loss: 0.0311599 | Time: 2686.18 ms [2022-04-10 15:43:49 main:574] : INFO : Epoch 1907 | loss: 0.0311385 | val_loss: 0.0311661 | Time: 2682.48 ms [2022-04-10 15:43:51 main:574] : INFO : Epoch 1908 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 2729.04 ms [2022-04-10 15:43:54 main:574] : INFO : Epoch 1909 | loss: 0.0311491 | val_loss: 0.0311702 | Time: 2644.66 ms [2022-04-10 15:43:57 main:574] : INFO : Epoch 1910 | loss: 0.0311497 | val_loss: 0.031162 | Time: 2638.89 ms [2022-04-10 15:43:59 main:574] : INFO : Epoch 1911 | loss: 0.0311482 | val_loss: 0.0311699 | Time: 2666.65 ms [2022-04-10 15:44:02 main:574] : INFO : Epoch 1912 | loss: 0.031149 | val_loss: 0.0311801 | Time: 2661.97 ms [2022-04-10 15:44:05 main:574] : INFO : Epoch 1913 | loss: 0.0311498 | val_loss: 0.0311634 | Time: 2696.12 ms [2022-04-10 15:44:07 main:574] : INFO : Epoch 1914 | loss: 0.0311423 | val_loss: 0.031161 | Time: 2666.82 ms [2022-04-10 15:44:10 main:574] : INFO : Epoch 1915 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 2681.61 ms [2022-04-10 15:44:13 main:574] : INFO : Epoch 1916 | loss: 0.0311413 | val_loss: 0.0311603 | Time: 2632.63 ms [2022-04-10 15:44:15 main:574] : INFO : Epoch 1917 | loss: 0.0311404 | val_loss: 0.031164 | Time: 2707.66 ms [2022-04-10 15:44:18 main:574] : INFO : Epoch 1918 | loss: 0.0311404 | val_loss: 0.0311612 | Time: 2691.83 ms [2022-04-10 15:44:21 main:574] : INFO : Epoch 1919 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 2645.99 ms [2022-04-10 15:44:23 main:574] : INFO : Epoch 1920 | loss: 0.0311396 | val_loss: 0.0311623 | Time: 2658.75 ms [2022-04-10 15:44:26 main:574] : INFO : Epoch 1921 | loss: 0.0311384 | val_loss: 0.0311626 | Time: 2624.77 ms [2022-04-10 15:44:29 main:574] : INFO : Epoch 1922 | loss: 0.0311388 | val_loss: 0.0311628 | Time: 2666.06 ms [2022-04-10 15:44:31 main:574] : INFO : Epoch 1923 | loss: 0.0311413 | val_loss: 0.0311664 | Time: 2695.02 ms [2022-04-10 15:44:34 main:574] : INFO : Epoch 1924 | loss: 0.031142 | val_loss: 0.0311631 | Time: 2613.66 ms [2022-04-10 15:44:37 main:574] : INFO : Epoch 1925 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 2597.46 ms [2022-04-10 15:44:39 main:574] : INFO : Epoch 1926 | loss: 0.0311417 | val_loss: 0.0311663 | Time: 2650.81 ms [2022-04-10 15:44:42 main:574] : INFO : Epoch 1927 | loss: 0.0311422 | val_loss: 0.0311669 | Time: 2668.07 ms [2022-04-10 15:44:45 main:574] : INFO : Epoch 1928 | loss: 0.0311415 | val_loss: 0.0311633 | Time: 2704.81 ms [2022-04-10 15:44:47 main:574] : INFO : Epoch 1929 | loss: 0.0311393 | val_loss: 0.0311629 | Time: 2717.77 ms [2022-04-10 15:44:50 main:574] : INFO : Epoch 1930 | loss: 0.0311396 | val_loss: 0.0311637 | Time: 2674.84 ms [2022-04-10 15:44:53 main:574] : INFO : Epoch 1931 | loss: 0.0311402 | val_loss: 0.0311649 | Time: 2597.96 ms [2022-04-10 15:44:55 main:574] : INFO : Epoch 1932 | loss: 0.0311413 | val_loss: 0.031165 | Time: 2644.84 ms [2022-04-10 15:44:58 main:574] : INFO : Epoch 1933 | loss: 0.0311387 | val_loss: 0.031168 | Time: 2672.7 ms [2022-04-10 15:45:01 main:574] : INFO : Epoch 1934 | loss: 0.0311384 | val_loss: 0.0311628 | Time: 2622.19 ms [2022-04-10 15:45:03 main:574] : INFO : Epoch 1935 | loss: 0.0311385 | val_loss: 0.0311652 | Time: 2702.98 ms [2022-04-10 15:45:06 main:574] : INFO : Epoch 1936 | loss: 0.0311422 | val_loss: 0.0311674 | Time: 2730.9 ms [2022-04-10 15:45:09 main:574] : INFO : Epoch 1937 | loss: 0.0311403 | val_loss: 0.031162 | Time: 2631.28 ms [2022-04-10 15:45:11 main:574] : INFO : Epoch 1938 | loss: 0.0311419 | val_loss: 0.0311676 | Time: 2628.82 ms [2022-04-10 15:45:14 main:574] : INFO : Epoch 1939 | loss: 0.0311388 | val_loss: 0.0311673 | Time: 2636.31 ms [2022-04-10 15:45:17 main:574] : INFO : Epoch 1940 | loss: 0.03114 | val_loss: 0.0311696 | Time: 2623.26 ms [2022-04-10 15:45:19 main:574] : INFO : Epoch 1941 | loss: 0.0311409 | val_loss: 0.0311607 | Time: 2665.89 ms [2022-04-10 15:45:22 main:574] : INFO : Epoch 1942 | loss: 0.031141 | val_loss: 0.0311655 | Time: 2558.11 ms [2022-04-10 15:45:25 main:574] : INFO : Epoch 1943 | loss: 0.0311395 | val_loss: 0.0311676 | Time: 2650.08 ms [2022-04-10 15:45:27 main:574] : INFO : Epoch 1944 | loss: 0.0311414 | val_loss: 0.0311649 | Time: 2559.09 ms [2022-04-10 15:45:30 main:574] : INFO : Epoch 1945 | loss: 0.0311383 | val_loss: 0.0311657 | Time: 2749.07 ms [2022-04-10 15:45:33 main:574] : INFO : Epoch 1946 | loss: 0.0311382 | val_loss: 0.0311624 | Time: 2815.03 ms [2022-04-10 15:45:35 main:574] : INFO : Epoch 1947 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 2752.16 ms [2022-04-10 15:45:38 main:574] : INFO : Epoch 1948 | loss: 0.0311371 | val_loss: 0.0311638 | Time: 2616.94 ms [2022-04-10 15:45:41 main:574] : INFO : Epoch 1949 | loss: 0.0311376 | val_loss: 0.0311631 | Time: 2622.63 ms [2022-04-10 15:45:43 main:574] : INFO : Epoch 1950 | loss: 0.0311378 | val_loss: 0.0311619 | Time: 2690.39 ms [2022-04-10 15:45:46 main:574] : INFO : Epoch 1951 | loss: 0.0311377 | val_loss: 0.0311614 | Time: 2796.07 ms [2022-04-10 15:45:49 main:574] : INFO : Epoch 1952 | loss: 0.0311397 | val_loss: 0.0311679 | Time: 2644.32 ms [2022-04-10 15:45:52 main:574] : INFO : Epoch 1953 | loss: 0.0311396 | val_loss: 0.0311668 | Time: 2758.97 ms [2022-04-10 15:45:54 main:574] : INFO : Epoch 1954 | loss: 0.0311379 | val_loss: 0.0311636 | Time: 2636.37 ms [2022-04-10 15:45:57 main:574] : INFO : Epoch 1955 | loss: 0.0311369 | val_loss: 0.0311632 | Time: 2645.42 ms [2022-04-10 15:46:00 main:574] : INFO : Epoch 1956 | loss: 0.0311375 | val_loss: 0.0311663 | Time: 2720.52 ms [2022-04-10 15:46:02 main:574] : INFO : Epoch 1957 | loss: 0.0311373 | val_loss: 0.0311621 | Time: 2848.35 ms [2022-04-10 15:46:05 main:574] : INFO : Epoch 1958 | loss: 0.0311349 | val_loss: 0.0311619 | Time: 2707.4 ms [2022-04-10 15:46:08 main:574] : INFO : Epoch 1959 | loss: 0.0311348 | val_loss: 0.031161 | Time: 2645.72 ms [2022-04-10 15:46:10 main:574] : INFO : Epoch 1960 | loss: 0.0311345 | val_loss: 0.0311612 | Time: 2584.56 ms [2022-04-10 15:46:13 main:574] : INFO : Epoch 1961 | loss: 0.0311357 | val_loss: 0.0311613 | Time: 2772.35 ms [2022-04-10 15:46:16 main:574] : INFO : Epoch 1962 | loss: 0.0311346 | val_loss: 0.0311615 | Time: 2690.27 ms [2022-04-10 15:46:19 main:574] : INFO : Epoch 1963 | loss: 0.0311361 | val_loss: 0.0311689 | Time: 2816.63 ms [2022-04-10 15:46:21 main:574] : INFO : Epoch 1964 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 2672.69 ms [2022-04-10 15:46:24 main:574] : INFO : Epoch 1965 | loss: 0.031137 | val_loss: 0.0311623 | Time: 2630.38 ms [2022-04-10 15:46:27 main:574] : INFO : Epoch 1966 | loss: 0.031146 | val_loss: 0.0311695 | Time: 2621.7 ms [2022-04-10 15:46:29 main:574] : INFO : Epoch 1967 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 2581.01 ms [2022-04-10 15:46:32 main:574] : INFO : Epoch 1968 | loss: 0.0311404 | val_loss: 0.0311576 | Time: 2727.58 ms [2022-04-10 15:46:35 main:574] : INFO : Epoch 1969 | loss: 0.03114 | val_loss: 0.0311593 | Time: 2666.77 ms [2022-04-10 15:46:37 main:574] : INFO : Epoch 1970 | loss: 0.0311396 | val_loss: 0.0311607 | Time: 2611.48 ms [2022-04-10 15:46:40 main:574] : INFO : Epoch 1971 | loss: 0.0311402 | val_loss: 0.0311591 | Time: 2694.19 ms [2022-04-10 15:46:43 main:574] : INFO : Epoch 1972 | loss: 0.0311419 | val_loss: 0.0311737 | Time: 2765.15 ms [2022-04-10 15:46:45 main:574] : INFO : Epoch 1973 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 2611.78 ms [2022-04-10 15:46:48 main:574] : INFO : Epoch 1974 | loss: 0.0311421 | val_loss: 0.0311566 | Time: 2683.73 ms [2022-04-10 15:46:51 main:574] : INFO : Epoch 1975 | loss: 0.0311396 | val_loss: 0.0311612 | Time: 2625.03 ms [2022-04-10 15:46:53 main:574] : INFO : Epoch 1976 | loss: 0.0311419 | val_loss: 0.0311641 | Time: 2626.53 ms [2022-04-10 15:46:56 main:574] : INFO : Epoch 1977 | loss: 0.0311421 | val_loss: 0.0311622 | Time: 2711.85 ms [2022-04-10 15:46:59 main:574] : INFO : Epoch 1978 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 2633.39 ms [2022-04-10 15:47:01 main:574] : INFO : Epoch 1979 | loss: 0.0311429 | val_loss: 0.0311591 | Time: 2645.13 ms [2022-04-10 15:47:04 main:574] : INFO : Epoch 1980 | loss: 0.0311391 | val_loss: 0.0311589 | Time: 2662.46 ms [2022-04-10 15:47:07 main:574] : INFO : Epoch 1981 | loss: 0.031138 | val_loss: 0.03116 | Time: 2752.97 ms [2022-04-10 15:47:09 main:574] : INFO : Epoch 1982 | loss: 0.031138 | val_loss: 0.0311671 | Time: 2694.74 ms [2022-04-10 15:47:12 main:574] : INFO : Epoch 1983 | loss: 0.0311405 | val_loss: 0.0311644 | Time: 2667.56 ms [2022-04-10 15:47:15 main:574] : INFO : Epoch 1984 | loss: 0.0311374 | val_loss: 0.0311578 | Time: 2748.21 ms [2022-04-10 15:47:18 main:574] : INFO : Epoch 1985 | loss: 0.0311391 | val_loss: 0.031161 | Time: 2823.26 ms [2022-04-10 15:47:20 main:574] : INFO : Epoch 1986 | loss: 0.0311372 | val_loss: 0.0311604 | Time: 2721.7 ms [2022-04-10 15:47:23 main:574] : INFO : Epoch 1987 | loss: 0.0311418 | val_loss: 0.0311569 | Time: 2700.59 ms [2022-04-10 15:47:26 main:574] : INFO : Epoch 1988 | loss: 0.0311379 | val_loss: 0.0311601 | Time: 2659.07 ms [2022-04-10 15:47:29 main:574] : INFO : Epoch 1989 | loss: 0.0311365 | val_loss: 0.0311593 | Time: 2816.86 ms [2022-04-10 15:47:31 main:574] : INFO : Epoch 1990 | loss: 0.0311357 | val_loss: 0.0311602 | Time: 2673.39 ms [2022-04-10 15:47:34 main:574] : INFO : Epoch 1991 | loss: 0.0311375 | val_loss: 0.0311586 | Time: 2598.7 ms [2022-04-10 15:47:36 main:574] : INFO : Epoch 1992 | loss: 0.0311353 | val_loss: 0.0311602 | Time: 2649.28 ms [2022-04-10 15:47:39 main:574] : INFO : Epoch 1993 | loss: 0.0311352 | val_loss: 0.031158 | Time: 2716.69 ms [2022-04-10 15:47:42 main:574] : INFO : Epoch 1994 | loss: 0.0311376 | val_loss: 0.0311626 | Time: 2702.69 ms [2022-04-10 15:47:45 main:574] : INFO : Epoch 1995 | loss: 0.0311433 | val_loss: 0.0311746 | Time: 2749.75 ms [2022-04-10 15:47:47 main:574] : INFO : Epoch 1996 | loss: 0.0311413 | val_loss: 0.0311593 | Time: 2713.84 ms [2022-04-10 15:47:50 main:574] : INFO : Epoch 1997 | loss: 0.031135 | val_loss: 0.0311569 | Time: 2725.14 ms [2022-04-10 15:47:53 main:574] : INFO : Epoch 1998 | loss: 0.0311353 | val_loss: 0.0311589 | Time: 2698.37 ms [2022-04-10 15:47:55 main:574] : INFO : Epoch 1999 | loss: 0.031134 | val_loss: 0.031158 | Time: 2594.45 ms [2022-04-10 15:47:58 main:574] : INFO : Epoch 2000 | loss: 0.0311374 | val_loss: 0.0311658 | Time: 2745.47 ms [2022-04-10 15:48:01 main:574] : INFO : Epoch 2001 | loss: 0.031143 | val_loss: 0.0311611 | Time: 2679.17 ms [2022-04-10 15:48:03 main:574] : INFO : Epoch 2002 | loss: 0.03114 | val_loss: 0.0311575 | Time: 2622.72 ms [2022-04-10 15:48:06 main:574] : INFO : Epoch 2003 | loss: 0.0311423 | val_loss: 0.0311598 | Time: 2663.84 ms [2022-04-10 15:48:09 main:574] : INFO : Epoch 2004 | loss: 0.0311442 | val_loss: 0.0311585 | Time: 2630.34 ms [2022-04-10 15:48:11 main:574] : INFO : Epoch 2005 | loss: 0.0311473 | val_loss: 0.0311601 | Time: 2711.37 ms [2022-04-10 15:48:14 main:574] : INFO : Epoch 2006 | loss: 0.031148 | val_loss: 0.0311586 | Time: 2695.84 ms [2022-04-10 15:48:17 main:574] : INFO : Epoch 2007 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 2668.18 ms [2022-04-10 15:48:19 main:574] : INFO : Epoch 2008 | loss: 0.0311412 | val_loss: 0.0311615 | Time: 2614.76 ms [2022-04-10 15:48:22 main:574] : INFO : Epoch 2009 | loss: 0.0311408 | val_loss: 0.0311582 | Time: 2743.17 ms [2022-04-10 15:48:25 main:574] : INFO : Epoch 2010 | loss: 0.0311409 | val_loss: 0.0311576 | Time: 2695.54 ms [2022-04-10 15:48:28 main:574] : INFO : Epoch 2011 | loss: 0.031139 | val_loss: 0.0311619 | Time: 2736.83 ms [2022-04-10 15:48:30 main:574] : INFO : Epoch 2012 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 2680.78 ms [2022-04-10 15:48:33 main:574] : INFO : Epoch 2013 | loss: 0.0311383 | val_loss: 0.0311579 | Time: 2654.88 ms [2022-04-10 15:48:36 main:574] : INFO : Epoch 2014 | loss: 0.0311368 | val_loss: 0.031159 | Time: 2608.82 ms [2022-04-10 15:48:38 main:574] : INFO : Epoch 2015 | loss: 0.0311408 | val_loss: 0.0311612 | Time: 2643 ms [2022-04-10 15:48:41 main:574] : INFO : Epoch 2016 | loss: 0.0311386 | val_loss: 0.0311571 | Time: 2655.51 ms [2022-04-10 15:48:44 main:574] : INFO : Epoch 2017 | loss: 0.0311406 | val_loss: 0.0311636 | Time: 2682.67 ms [2022-04-10 15:48:46 main:574] : INFO : Epoch 2018 | loss: 0.0311383 | val_loss: 0.0311577 | Time: 2734.18 ms [2022-04-10 15:48:49 main:574] : INFO : Epoch 2019 | loss: 0.031137 | val_loss: 0.0311576 | Time: 2731.75 ms [2022-04-10 15:48:52 main:574] : INFO : Epoch 2020 | loss: 0.0311364 | val_loss: 0.0311576 | Time: 2617.4 ms [2022-04-10 15:48:54 main:574] : INFO : Epoch 2021 | loss: 0.0311384 | val_loss: 0.03116 | Time: 2761.36 ms [2022-04-10 15:48:57 main:574] : INFO : Epoch 2022 | loss: 0.0311388 | val_loss: 0.0311584 | Time: 2657.08 ms [2022-04-10 15:49:00 main:574] : INFO : Epoch 2023 | loss: 0.0311414 | val_loss: 0.0311619 | Time: 2701.69 ms [2022-04-10 15:49:02 main:574] : INFO : Epoch 2024 | loss: 0.0311407 | val_loss: 0.0311578 | Time: 2675.34 ms [2022-04-10 15:49:05 main:574] : INFO : Epoch 2025 | loss: 0.0311402 | val_loss: 0.0311562 | Time: 2661.66 ms [2022-04-10 15:49:08 main:574] : INFO : Epoch 2026 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 2605.41 ms [2022-04-10 15:49:10 main:574] : INFO : Epoch 2027 | loss: 0.0311396 | val_loss: 0.0311589 | Time: 2714.79 ms [2022-04-10 15:49:13 main:574] : INFO : Epoch 2028 | loss: 0.0311383 | val_loss: 0.0311598 | Time: 2599.68 ms [2022-04-10 15:49:16 main:574] : INFO : Epoch 2029 | loss: 0.0311397 | val_loss: 0.03116 | Time: 2799.03 ms [2022-04-10 15:49:19 main:574] : INFO : Epoch 2030 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 2642.89 ms [2022-04-10 15:49:21 main:574] : INFO : Epoch 2031 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 2770.65 ms [2022-04-10 15:49:24 main:574] : INFO : Epoch 2032 | loss: 0.0311401 | val_loss: 0.0311642 | Time: 2731.46 ms [2022-04-10 15:49:27 main:574] : INFO : Epoch 2033 | loss: 0.0311406 | val_loss: 0.0311599 | Time: 2725.01 ms [2022-04-10 15:49:29 main:574] : INFO : Epoch 2034 | loss: 0.0311423 | val_loss: 0.0311609 | Time: 2709.39 ms [2022-04-10 15:49:32 main:574] : INFO : Epoch 2035 | loss: 0.0311392 | val_loss: 0.0311609 | Time: 2562.02 ms [2022-04-10 15:49:35 main:574] : INFO : Epoch 2036 | loss: 0.0311389 | val_loss: 0.0311559 | Time: 2718.11 ms [2022-04-10 15:49:37 main:574] : INFO : Epoch 2037 | loss: 0.0311355 | val_loss: 0.0311569 | Time: 2648.12 ms [2022-04-10 15:49:40 main:574] : INFO : Epoch 2038 | loss: 0.0311358 | val_loss: 0.03116 | Time: 2644.37 ms [2022-04-10 15:49:43 main:574] : INFO : Epoch 2039 | loss: 0.0311358 | val_loss: 0.0311611 | Time: 2719.71 ms [2022-04-10 15:49:45 main:574] : INFO : Epoch 2040 | loss: 0.0311367 | val_loss: 0.0311609 | Time: 2635.18 ms [2022-04-10 15:49:48 main:574] : INFO : Epoch 2041 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 2672.54 ms [2022-04-10 15:49:51 main:574] : INFO : Epoch 2042 | loss: 0.0311364 | val_loss: 0.0311638 | Time: 2649.38 ms [2022-04-10 15:49:53 main:574] : INFO : Epoch 2043 | loss: 0.0311344 | val_loss: 0.0311634 | Time: 2681.23 ms [2022-04-10 15:49:56 main:574] : INFO : Epoch 2044 | loss: 0.0311345 | val_loss: 0.0311608 | Time: 2681.13 ms [2022-04-10 15:49:59 main:574] : INFO : Epoch 2045 | loss: 0.0311368 | val_loss: 0.0311622 | Time: 2660.23 ms [2022-04-10 15:50:01 main:574] : INFO : Epoch 2046 | loss: 0.0311375 | val_loss: 0.0311646 | Time: 2666.25 ms [2022-04-10 15:50:04 main:574] : INFO : Epoch 2047 | loss: 0.0311351 | val_loss: 0.0311669 | Time: 2676.33 ms [2022-04-10 15:50:07 main:574] : INFO : Epoch 2048 | loss: 0.0311355 | val_loss: 0.0311594 | Time: 2692.52 ms [2022-04-10 15:50:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311594 [2022-04-10 15:50:07 main:603] : INFO : Saving end state to config to file [2022-04-10 15:50:07 main:608] : INFO : Success, exiting.. 15:50:07 (15124): 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)