Task 11431657
| Name | ParityModified-1639947580-27799-3-0_0 |
| Workunit | 8668338 |
| Created | 8 Feb 2022, 6:35:37 UTC |
| Sent | 21 Feb 2022, 0:16:57 UTC |
| Report deadline | 1 Mar 2022, 0:16:57 UTC |
| Received | 21 Aug 2022, 8:11:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 882 |
| Run time | 1 hours 56 min 8 sec |
| CPU time | 1 hours 43 min |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,617.15 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.72 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311744 | val_loss: 0.0311712 | Time: 2672.38 ms
[2022-08-21 15:45:33 main:574] : INFO : Epoch 1543 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 2708.57 ms
[2022-08-21 15:45:36 main:574] : INFO : Epoch 1544 | loss: 0.0311736 | val_loss: 0.0311712 | Time: 2661.24 ms
[2022-08-21 15:45:38 main:574] : INFO : Epoch 1545 | loss: 0.0311726 | val_loss: 0.0311694 | Time: 2991.93 ms
[2022-08-21 15:45:41 main:574] : INFO : Epoch 1546 | loss: 0.031172 | val_loss: 0.0311692 | Time: 2796.84 ms
[2022-08-21 15:45:44 main:574] : INFO : Epoch 1547 | loss: 0.0311715 | val_loss: 0.0311688 | Time: 2703.45 ms
[2022-08-21 15:45:47 main:574] : INFO : Epoch 1548 | loss: 0.0311718 | val_loss: 0.0311696 | Time: 3059.75 ms
[2022-08-21 15:45:50 main:574] : INFO : Epoch 1549 | loss: 0.0311719 | val_loss: 0.031169 | Time: 2697.19 ms
[2022-08-21 15:45:53 main:574] : INFO : Epoch 1550 | loss: 0.0311713 | val_loss: 0.0311677 | Time: 2754.72 ms
[2022-08-21 15:45:55 main:574] : INFO : Epoch 1551 | loss: 0.0311711 | val_loss: 0.0311683 | Time: 2769.36 ms
[2022-08-21 15:45:58 main:574] : INFO : Epoch 1552 | loss: 0.0311706 | val_loss: 0.0311681 | Time: 2842.59 ms
[2022-08-21 15:46:01 main:574] : INFO : Epoch 1553 | loss: 0.0311702 | val_loss: 0.0311681 | Time: 2823.42 ms
[2022-08-21 15:46:04 main:574] : INFO : Epoch 1554 | loss: 0.0311714 | val_loss: 0.0311697 | Time: 2653.68 ms
[2022-08-21 15:46:06 main:574] : INFO : Epoch 1555 | loss: 0.0311712 | val_loss: 0.0311676 | Time: 2700.21 ms
[2022-08-21 15:46:09 main:574] : INFO : Epoch 1556 | loss: 0.0311702 | val_loss: 0.0311685 | Time: 2658.05 ms
[2022-08-21 15:46:12 main:574] : INFO : Epoch 1557 | loss: 0.0311701 | val_loss: 0.031167 | Time: 2678.19 ms
[2022-08-21 15:46:14 main:574] : INFO : Epoch 1558 | loss: 0.0311692 | val_loss: 0.0311665 | Time: 2684 ms
[2022-08-21 15:46:17 main:574] : INFO : Epoch 1559 | loss: 0.031169 | val_loss: 0.031166 | Time: 2653.89 ms
[2022-08-21 15:46:20 main:574] : INFO : Epoch 1560 | loss: 0.0311688 | val_loss: 0.0311665 | Time: 3026.18 ms
[2022-08-21 15:46:23 main:574] : INFO : Epoch 1561 | loss: 0.0311691 | val_loss: 0.0311659 | Time: 2858.79 ms
[2022-08-21 15:46:26 main:574] : INFO : Epoch 1562 | loss: 0.0311686 | val_loss: 0.0311658 | Time: 2693.64 ms
[2022-08-21 15:46:28 main:574] : INFO : Epoch 1563 | loss: 0.0311691 | val_loss: 0.0311662 | Time: 2655.2 ms
[2022-08-21 15:46:31 main:574] : INFO : Epoch 1564 | loss: 0.0311687 | val_loss: 0.0311678 | Time: 2672.29 ms
[2022-08-21 15:46:34 main:574] : INFO : Epoch 1565 | loss: 0.0311683 | val_loss: 0.031166 | Time: 2670.47 ms
[2022-08-21 15:46:37 main:574] : INFO : Epoch 1566 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 2888.93 ms
[2022-08-21 15:46:41 main:574] : INFO : Epoch 1567 | loss: 0.0311677 | val_loss: 0.0311663 | Time: 4329 ms
[2022-08-21 15:46:45 main:574] : INFO : Epoch 1568 | loss: 0.0311672 | val_loss: 0.0311683 | Time: 4460.9 ms
[2022-08-21 15:46:50 main:574] : INFO : Epoch 1569 | loss: 0.0311671 | val_loss: 0.0311666 | Time: 4331.11 ms
[2022-08-21 15:46:54 main:574] : INFO : Epoch 1570 | loss: 0.0311668 | val_loss: 0.0311662 | Time: 4464.54 ms
[2022-08-21 15:46:58 main:574] : INFO : Epoch 1571 | loss: 0.0311663 | val_loss: 0.0311652 | Time: 4361.16 ms
[2022-08-21 15:47:03 main:574] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311658 | Time: 4185.12 ms
[2022-08-21 15:47:07 main:574] : INFO : Epoch 1573 | loss: 0.0311658 | val_loss: 0.0311658 | Time: 4180.9 ms
[2022-08-21 15:47:11 main:574] : INFO : Epoch 1574 | loss: 0.0311658 | val_loss: 0.0311682 | Time: 4181.93 ms
[2022-08-21 15:47:15 main:574] : INFO : Epoch 1575 | loss: 0.0311663 | val_loss: 0.0311656 | Time: 4153.42 ms
[2022-08-21 15:47:19 main:574] : INFO : Epoch 1576 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 4174.65 ms
[2022-08-21 15:47:24 main:574] : INFO : Epoch 1577 | loss: 0.0311658 | val_loss: 0.0311641 | Time: 4140.15 ms
[2022-08-21 15:47:28 main:574] : INFO : Epoch 1578 | loss: 0.031165 | val_loss: 0.0311646 | Time: 4238.32 ms
[2022-08-21 15:47:32 main:574] : INFO : Epoch 1579 | loss: 0.0311646 | val_loss: 0.0311642 | Time: 4193.19 ms
[2022-08-21 15:47:36 main:574] : INFO : Epoch 1580 | loss: 0.0311646 | val_loss: 0.0311654 | Time: 4141.53 ms
[2022-08-21 15:47:40 main:574] : INFO : Epoch 1581 | loss: 0.0311653 | val_loss: 0.0311647 | Time: 4211.32 ms
[2022-08-21 15:47:44 main:574] : INFO : Epoch 1582 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 4110.69 ms
[2022-08-21 15:47:49 main:574] : INFO : Epoch 1583 | loss: 0.0311639 | val_loss: 0.031165 | Time: 4134.42 ms
[2022-08-21 15:47:53 main:574] : INFO : Epoch 1584 | loss: 0.0311652 | val_loss: 0.0311636 | Time: 4220.68 ms
[2022-08-21 15:47:57 main:574] : INFO : Epoch 1585 | loss: 0.0311635 | val_loss: 0.031164 | Time: 4151.6 ms
[2022-08-21 15:48:01 main:574] : INFO : Epoch 1586 | loss: 0.0311635 | val_loss: 0.0311641 | Time: 4202.84 ms
[2022-08-21 15:48:05 main:574] : INFO : Epoch 1587 | loss: 0.0311626 | val_loss: 0.0311637 | Time: 4117.74 ms
[2022-08-21 15:48:09 main:574] : INFO : Epoch 1588 | loss: 0.0311624 | val_loss: 0.0311643 | Time: 4180.63 ms
[2022-08-21 15:48:14 main:574] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311639 | Time: 4152.28 ms
[2022-08-21 15:48:18 main:574] : INFO : Epoch 1590 | loss: 0.0311629 | val_loss: 0.0311642 | Time: 4215.07 ms
[2022-08-21 15:48:22 main:574] : INFO : Epoch 1591 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 4157.55 ms
[2022-08-21 15:48:26 main:574] : INFO : Epoch 1592 | loss: 0.0311628 | val_loss: 0.0311638 | Time: 4250.1 ms
[2022-08-21 15:48:30 main:574] : INFO : Epoch 1593 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 4184.41 ms
[2022-08-21 15:48:35 main:574] : INFO : Epoch 1594 | loss: 0.0311641 | val_loss: 0.0311634 | Time: 4368.38 ms
[2022-08-21 15:48:39 main:574] : INFO : Epoch 1595 | loss: 0.0311635 | val_loss: 0.0311629 | Time: 4138.12 ms
[2022-08-21 15:48:43 main:574] : INFO : Epoch 1596 | loss: 0.0311625 | val_loss: 0.0311656 | Time: 4236.96 ms
[2022-08-21 15:48:47 main:574] : INFO : Epoch 1597 | loss: 0.0311623 | val_loss: 0.0311633 | Time: 4219.11 ms
[2022-08-21 15:48:52 main:574] : INFO : Epoch 1598 | loss: 0.031162 | val_loss: 0.0311657 | Time: 4210.38 ms
[2022-08-21 15:48:56 main:574] : INFO : Epoch 1599 | loss: 0.0311614 | val_loss: 0.0311666 | Time: 4276.14 ms
[2022-08-21 15:49:00 main:574] : INFO : Epoch 1600 | loss: 0.0311618 | val_loss: 0.0311632 | Time: 4219.39 ms
[2022-08-21 15:49:04 main:574] : INFO : Epoch 1601 | loss: 0.0311622 | val_loss: 0.0311622 | Time: 4226.99 ms
[2022-08-21 15:49:09 main:574] : INFO : Epoch 1602 | loss: 0.0311613 | val_loss: 0.0311619 | Time: 4220.22 ms
[2022-08-21 15:49:13 main:574] : INFO : Epoch 1603 | loss: 0.0311638 | val_loss: 0.0311786 | Time: 4177.91 ms
[2022-08-21 15:49:17 main:574] : INFO : Epoch 1604 | loss: 0.0311757 | val_loss: 0.0311705 | Time: 4145.69 ms
[2022-08-21 15:49:21 main:574] : INFO : Epoch 1605 | loss: 0.031168 | val_loss: 0.0311619 | Time: 4168.57 ms
[2022-08-21 15:49:25 main:574] : INFO : Epoch 1606 | loss: 0.0311647 | val_loss: 0.0311606 | Time: 4164.94 ms
[2022-08-21 15:49:29 main:574] : INFO : Epoch 1607 | loss: 0.031163 | val_loss: 0.031161 | Time: 4104.05 ms
[2022-08-21 15:49:34 main:574] : INFO : Epoch 1608 | loss: 0.0311628 | val_loss: 0.0311631 | Time: 4146.54 ms
[2022-08-21 15:49:38 main:574] : INFO : Epoch 1609 | loss: 0.0311615 | val_loss: 0.0311601 | Time: 4225.1 ms
[2022-08-21 15:49:42 main:574] : INFO : Epoch 1610 | loss: 0.0311616 | val_loss: 0.0311603 | Time: 4065.38 ms
[2022-08-21 15:49:46 main:574] : INFO : Epoch 1611 | loss: 0.0311601 | val_loss: 0.0311594 | Time: 4127 ms
[2022-08-21 15:49:50 main:574] : INFO : Epoch 1612 | loss: 0.0311604 | val_loss: 0.0311604 | Time: 4176.52 ms
[2022-08-21 15:49:54 main:574] : INFO : Epoch 1613 | loss: 0.0311594 | val_loss: 0.0311588 | Time: 4130.01 ms
[2022-08-21 15:49:59 main:574] : INFO : Epoch 1614 | loss: 0.0311593 | val_loss: 0.0311608 | Time: 4236.99 ms
[2022-08-21 15:50:03 main:574] : INFO : Epoch 1615 | loss: 0.0311582 | val_loss: 0.0311587 | Time: 4135.91 ms
[2022-08-21 15:50:07 main:574] : INFO : Epoch 1616 | loss: 0.0311582 | val_loss: 0.0311583 | Time: 4280.27 ms
[2022-08-21 15:50:11 main:574] : INFO : Epoch 1617 | loss: 0.0311578 | val_loss: 0.0311584 | Time: 4136.99 ms
[2022-08-21 15:50:15 main:574] : INFO : Epoch 1618 | loss: 0.0311591 | val_loss: 0.0311602 | Time: 4137.65 ms
[2022-08-21 15:50:19 main:574] : INFO : Epoch 1619 | loss: 0.0311565 | val_loss: 0.0311578 | Time: 4139.86 ms
[2022-08-21 15:50:23 main:574] : INFO : Epoch 1620 | loss: 0.0311565 | val_loss: 0.0311593 | Time: 4120.22 ms
[2022-08-21 15:50:28 main:574] : INFO : Epoch 1621 | loss: 0.0311568 | val_loss: 0.0311589 | Time: 4209.99 ms
[2022-08-21 15:50:32 main:574] : INFO : Epoch 1622 | loss: 0.0311562 | val_loss: 0.0311569 | Time: 4057.17 ms
[2022-08-21 15:50:36 main:574] : INFO : Epoch 1623 | loss: 0.031156 | val_loss: 0.0311577 | Time: 4231.5 ms
[2022-08-21 15:50:39 main:574] : INFO : Epoch 1624 | loss: 0.0311562 | val_loss: 0.0311564 | Time: 2926.12 ms
[2022-08-21 15:50:42 main:574] : INFO : Epoch 1625 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2861.05 ms
[2022-08-21 15:50:45 main:574] : INFO : Epoch 1626 | loss: 0.0311556 | val_loss: 0.0311561 | Time: 2833.57 ms
[2022-08-21 15:50:47 main:574] : INFO : Epoch 1627 | loss: 0.031154 | val_loss: 0.0311554 | Time: 2855.26 ms
[2022-08-21 15:50:50 main:574] : INFO : Epoch 1628 | loss: 0.0311544 | val_loss: 0.0311547 | Time: 2644.8 ms
[2022-08-21 15:50:53 main:574] : INFO : Epoch 1629 | loss: 0.0311534 | val_loss: 0.0311554 | Time: 2760.94 ms
[2022-08-21 15:50:56 main:574] : INFO : Epoch 1630 | loss: 0.0311532 | val_loss: 0.0311542 | Time: 2722.2 ms
[2022-08-21 15:50:58 main:574] : INFO : Epoch 1631 | loss: 0.031154 | val_loss: 0.0311542 | Time: 2773.85 ms
[2022-08-21 15:51:01 main:574] : INFO : Epoch 1632 | loss: 0.031152 | val_loss: 0.031156 | Time: 2651.52 ms
[2022-08-21 15:51:04 main:574] : INFO : Epoch 1633 | loss: 0.0311517 | val_loss: 0.0311543 | Time: 2682.28 ms
[2022-08-21 15:51:06 main:574] : INFO : Epoch 1634 | loss: 0.0311522 | val_loss: 0.031157 | Time: 2679.42 ms
[2022-08-21 15:51:09 main:574] : INFO : Epoch 1635 | loss: 0.0311521 | val_loss: 0.0311532 | Time: 2781.28 ms
[2022-08-21 15:51:12 main:574] : INFO : Epoch 1636 | loss: 0.0311499 | val_loss: 0.0311529 | Time: 2760.53 ms
[2022-08-21 15:51:15 main:574] : INFO : Epoch 1637 | loss: 0.0311512 | val_loss: 0.0311537 | Time: 2677.46 ms
[2022-08-21 15:51:17 main:574] : INFO : Epoch 1638 | loss: 0.031152 | val_loss: 0.0311547 | Time: 2670.27 ms
[2022-08-21 15:51:20 main:574] : INFO : Epoch 1639 | loss: 0.0311499 | val_loss: 0.0311516 | Time: 2714.3 ms
[2022-08-21 15:51:23 main:574] : INFO : Epoch 1640 | loss: 0.0311506 | val_loss: 0.0311594 | Time: 2863.39 ms
[2022-08-21 15:51:26 main:574] : INFO : Epoch 1641 | loss: 0.0311509 | val_loss: 0.0311522 | Time: 2778.4 ms
[2022-08-21 15:51:28 main:574] : INFO : Epoch 1642 | loss: 0.0311487 | val_loss: 0.0311524 | Time: 2662.46 ms
[2022-08-21 15:51:31 main:574] : INFO : Epoch 1643 | loss: 0.0311485 | val_loss: 0.031153 | Time: 2724.31 ms
[2022-08-21 15:51:34 main:574] : INFO : Epoch 1644 | loss: 0.03115 | val_loss: 0.0311517 | Time: 2810.01 ms
[2022-08-21 15:51:37 main:574] : INFO : Epoch 1645 | loss: 0.031149 | val_loss: 0.0311519 | Time: 2834.71 ms
[2022-08-21 15:51:40 main:574] : INFO : Epoch 1646 | loss: 0.0311492 | val_loss: 0.0311534 | Time: 2814.81 ms
[2022-08-21 15:51:42 main:574] : INFO : Epoch 1647 | loss: 0.0311485 | val_loss: 0.0311506 | Time: 2691.28 ms
[2022-08-21 15:51:45 main:574] : INFO : Epoch 1648 | loss: 0.0311495 | val_loss: 0.0311535 | Time: 2727.8 ms
[2022-08-21 15:51:48 main:574] : INFO : Epoch 1649 | loss: 0.031149 | val_loss: 0.0311513 | Time: 2722.12 ms
[2022-08-21 15:51:51 main:574] : INFO : Epoch 1650 | loss: 0.0311506 | val_loss: 0.0311512 | Time: 2859.03 ms
[2022-08-21 15:51:53 main:574] : INFO : Epoch 1651 | loss: 0.0311533 | val_loss: 0.0311563 | Time: 2669.25 ms
[2022-08-21 15:51:56 main:574] : INFO : Epoch 1652 | loss: 0.0311488 | val_loss: 0.0311499 | Time: 2762.38 ms
[2022-08-21 15:51:59 main:574] : INFO : Epoch 1653 | loss: 0.0311492 | val_loss: 0.0311501 | Time: 2711.14 ms
[2022-08-21 15:52:01 main:574] : INFO : Epoch 1654 | loss: 0.0311531 | val_loss: 0.0311544 | Time: 2750.84 ms
[2022-08-21 15:52:04 main:574] : INFO : Epoch 1655 | loss: 0.0311514 | val_loss: 0.0311577 | Time: 2848.05 ms
[2022-08-21 15:52:07 main:574] : INFO : Epoch 1656 | loss: 0.0311538 | val_loss: 0.0311534 | Time: 2827.39 ms
[2022-08-21 15:52:10 main:574] : INFO : Epoch 1657 | loss: 0.0311501 | val_loss: 0.0311564 | Time: 2790.41 ms
[2022-08-21 15:52:13 main:574] : INFO : Epoch 1658 | loss: 0.0311514 | val_loss: 0.0311547 | Time: 2881.82 ms
[2022-08-21 15:52:16 main:574] : INFO : Epoch 1659 | loss: 0.0311498 | val_loss: 0.0311555 | Time: 2826.98 ms
[2022-08-21 15:52:18 main:574] : INFO : Epoch 1660 | loss: 0.0311501 | val_loss: 0.0311531 | Time: 2728.25 ms
[2022-08-21 15:52:21 main:574] : INFO : Epoch 1661 | loss: 0.0311485 | val_loss: 0.0311515 | Time: 2729.81 ms
[2022-08-21 15:52:24 main:574] : INFO : Epoch 1662 | loss: 0.031146 | val_loss: 0.0311504 | Time: 2675.38 ms
[2022-08-21 15:52:27 main:574] : INFO : Epoch 1663 | loss: 0.0311456 | val_loss: 0.0311505 | Time: 2736.07 ms
[2022-08-21 15:52:29 main:574] : INFO : Epoch 1664 | loss: 0.0311466 | val_loss: 0.0311513 | Time: 2701.1 ms
[2022-08-21 15:52:32 main:574] : INFO : Epoch 1665 | loss: 0.0311481 | val_loss: 0.0311543 | Time: 2706.35 ms
[2022-08-21 15:52:35 main:574] : INFO : Epoch 1666 | loss: 0.0311456 | val_loss: 0.0311539 | Time: 2970.27 ms
[2022-08-21 15:52:38 main:574] : INFO : Epoch 1667 | loss: 0.0311446 | val_loss: 0.0311522 | Time: 2734.29 ms
[2022-08-21 15:52:40 main:574] : INFO : Epoch 1668 | loss: 0.0311449 | val_loss: 0.0311517 | Time: 2771.96 ms
[2022-08-21 15:52:43 main:574] : INFO : Epoch 1669 | loss: 0.0311443 | val_loss: 0.0311506 | Time: 2684.65 ms
[2022-08-21 15:52:46 main:574] : INFO : Epoch 1670 | loss: 0.0311451 | val_loss: 0.0311501 | Time: 2666.87 ms
[2022-08-21 15:52:49 main:574] : INFO : Epoch 1671 | loss: 0.0311444 | val_loss: 0.0311511 | Time: 2824.21 ms
[2022-08-21 15:52:51 main:574] : INFO : Epoch 1672 | loss: 0.0311432 | val_loss: 0.0311499 | Time: 2718.94 ms
[2022-08-21 15:52:54 main:574] : INFO : Epoch 1673 | loss: 0.0311454 | val_loss: 0.0311472 | Time: 2639.44 ms
[2022-08-21 15:52:57 main:574] : INFO : Epoch 1674 | loss: 0.0311448 | val_loss: 0.0311436 | Time: 2704.6 ms
[2022-08-21 15:52:59 main:574] : INFO : Epoch 1675 | loss: 0.031145 | val_loss: 0.0311452 | Time: 2709.85 ms
[2022-08-21 15:53:03 main:574] : INFO : Epoch 1676 | loss: 0.031145 | val_loss: 0.0311446 | Time: 3072.84 ms
[2022-08-21 15:53:05 main:574] : INFO : Epoch 1677 | loss: 0.0311492 | val_loss: 0.0311487 | Time: 2775.22 ms
[2022-08-21 15:53:08 main:574] : INFO : Epoch 1678 | loss: 0.0311459 | val_loss: 0.0311493 | Time: 2765.89 ms
[2022-08-21 15:53:11 main:574] : INFO : Epoch 1679 | loss: 0.0311446 | val_loss: 0.0311479 | Time: 2679.66 ms
[2022-08-21 15:53:13 main:574] : INFO : Epoch 1680 | loss: 0.0311448 | val_loss: 0.0311456 | Time: 2652.04 ms
[2022-08-21 15:53:16 main:574] : INFO : Epoch 1681 | loss: 0.0311464 | val_loss: 0.0311452 | Time: 2673.62 ms
[2022-08-21 15:53:19 main:574] : INFO : Epoch 1682 | loss: 0.0311433 | val_loss: 0.0311449 | Time: 2862.46 ms
[2022-08-21 15:53:22 main:574] : INFO : Epoch 1683 | loss: 0.0311413 | val_loss: 0.0311459 | Time: 2701.11 ms
[2022-08-21 15:53:24 main:574] : INFO : Epoch 1684 | loss: 0.0311399 | val_loss: 0.0311438 | Time: 2772.81 ms
[2022-08-21 15:53:27 main:574] : INFO : Epoch 1685 | loss: 0.031139 | val_loss: 0.0311505 | Time: 2846.25 ms
[2022-08-21 15:53:30 main:574] : INFO : Epoch 1686 | loss: 0.03114 | val_loss: 0.0311443 | Time: 2723.84 ms
[2022-08-21 15:53:33 main:574] : INFO : Epoch 1687 | loss: 0.0311422 | val_loss: 0.0311464 | Time: 2767.81 ms
[2022-08-21 15:53:35 main:574] : INFO : Epoch 1688 | loss: 0.0311453 | val_loss: 0.0311417 | Time: 2652.92 ms
[2022-08-21 15:53:38 main:574] : INFO : Epoch 1689 | loss: 0.0311395 | val_loss: 0.0311441 | Time: 2982.57 ms
[2022-08-21 15:53:41 main:574] : INFO : Epoch 1690 | loss: 0.0311384 | val_loss: 0.0311492 | Time: 2669.6 ms
[2022-08-21 15:53:44 main:574] : INFO : Epoch 1691 | loss: 0.0311412 | val_loss: 0.031145 | Time: 2649.3 ms
[2022-08-21 15:53:47 main:574] : INFO : Epoch 1692 | loss: 0.0311377 | val_loss: 0.0311482 | Time: 2784.84 ms
[2022-08-21 15:53:49 main:574] : INFO : Epoch 1693 | loss: 0.0311401 | val_loss: 0.0311438 | Time: 2670.53 ms
[2022-08-21 15:53:52 main:574] : INFO : Epoch 1694 | loss: 0.0311374 | val_loss: 0.0311497 | Time: 2652.14 ms
[2022-08-21 15:53:55 main:574] : INFO : Epoch 1695 | loss: 0.0311369 | val_loss: 0.0311411 | Time: 2695.42 ms
[2022-08-21 15:53:57 main:574] : INFO : Epoch 1696 | loss: 0.031135 | val_loss: 0.031142 | Time: 2634.51 ms
[2022-08-21 15:54:00 main:574] : INFO : Epoch 1697 | loss: 0.0311389 | val_loss: 0.0311443 | Time: 2753.95 ms
[2022-08-21 15:54:03 main:574] : INFO : Epoch 1698 | loss: 0.0311389 | val_loss: 0.0311398 | Time: 2831.06 ms
[2022-08-21 15:54:06 main:574] : INFO : Epoch 1699 | loss: 0.0311365 | val_loss: 0.0311368 | Time: 2817.95 ms
[2022-08-21 15:54:08 main:574] : INFO : Epoch 1700 | loss: 0.031138 | val_loss: 0.0311386 | Time: 2673.42 ms
[2022-08-21 15:54:11 main:574] : INFO : Epoch 1701 | loss: 0.0311355 | val_loss: 0.031149 | Time: 2768.25 ms
[2022-08-21 15:54:14 main:574] : INFO : Epoch 1702 | loss: 0.0311395 | val_loss: 0.0311384 | Time: 2906.63 ms
[2022-08-21 15:54:17 main:574] : INFO : Epoch 1703 | loss: 0.0311381 | val_loss: 0.0311434 | Time: 2650.21 ms
[2022-08-21 15:54:19 main:574] : INFO : Epoch 1704 | loss: 0.0311364 | val_loss: 0.0311391 | Time: 2736.8 ms
[2022-08-21 15:54:22 main:574] : INFO : Epoch 1705 | loss: 0.031135 | val_loss: 0.0311343 | Time: 2679.12 ms
[2022-08-21 15:54:25 main:574] : INFO : Epoch 1706 | loss: 0.0311336 | val_loss: 0.0311389 | Time: 2700.04 ms
[2022-08-21 15:54:28 main:574] : INFO : Epoch 1707 | loss: 0.0311343 | val_loss: 0.0311356 | Time: 2817.11 ms
[2022-08-21 15:54:30 main:574] : INFO : Epoch 1708 | loss: 0.0311317 | val_loss: 0.0311321 | Time: 2663.25 ms
[2022-08-21 15:54:33 main:574] : INFO : Epoch 1709 | loss: 0.0311311 | val_loss: 0.0311455 | Time: 2648.94 ms
[2022-08-21 15:54:36 main:574] : INFO : Epoch 1710 | loss: 0.0311314 | val_loss: 0.0311349 | Time: 2673.52 ms
[2022-08-21 15:54:39 main:574] : INFO : Epoch 1711 | loss: 0.0311286 | val_loss: 0.031131 | Time: 3108.2 ms
[2022-08-21 15:54:41 main:574] : INFO : Epoch 1712 | loss: 0.0311266 | val_loss: 0.0311381 | Time: 2747.6 ms
[2022-08-21 15:54:44 main:574] : INFO : Epoch 1713 | loss: 0.0311296 | val_loss: 0.0311401 | Time: 2835.39 ms
[2022-08-21 15:54:47 main:574] : INFO : Epoch 1714 | loss: 0.0311278 | val_loss: 0.0311284 | Time: 2671.04 ms
[2022-08-21 15:54:50 main:574] : INFO : Epoch 1715 | loss: 0.0311309 | val_loss: 0.0311305 | Time: 2732.24 ms
[2022-08-21 15:54:52 main:574] : INFO : Epoch 1716 | loss: 0.0311247 | val_loss: 0.0311255 | Time: 2704.13 ms
[2022-08-21 15:54:55 main:574] : INFO : Epoch 1717 | loss: 0.0311228 | val_loss: 0.031125 | Time: 2697.14 ms
[2022-08-21 15:54:58 main:574] : INFO : Epoch 1718 | loss: 0.0311302 | val_loss: 0.0311507 | Time: 2653.43 ms
[2022-08-21 15:55:00 main:574] : INFO : Epoch 1719 | loss: 0.0311329 | val_loss: 0.0311523 | Time: 2731.28 ms
[2022-08-21 15:55:03 main:574] : INFO : Epoch 1720 | loss: 0.0311282 | val_loss: 0.0311246 | Time: 2650.36 ms
[2022-08-21 15:55:06 main:574] : INFO : Epoch 1721 | loss: 0.0311251 | val_loss: 0.0311264 | Time: 2673.81 ms
[2022-08-21 15:55:09 main:574] : INFO : Epoch 1722 | loss: 0.0311177 | val_loss: 0.0311214 | Time: 2759.77 ms
[2022-08-21 15:55:11 main:574] : INFO : Epoch 1723 | loss: 0.0311178 | val_loss: 0.0311207 | Time: 2761.07 ms
[2022-08-21 15:55:14 main:574] : INFO : Epoch 1724 | loss: 0.0311181 | val_loss: 0.0311399 | Time: 2726.52 ms
[2022-08-21 15:55:17 main:574] : INFO : Epoch 1725 | loss: 0.031122 | val_loss: 0.0311408 | Time: 2703.69 ms
[2022-08-21 15:55:20 main:574] : INFO : Epoch 1726 | loss: 0.0311312 | val_loss: 0.0311306 | Time: 2850.05 ms
[2022-08-21 15:55:22 main:574] : INFO : Epoch 1727 | loss: 0.0311192 | val_loss: 0.031127 | Time: 2767.13 ms
[2022-08-21 15:55:25 main:574] : INFO : Epoch 1728 | loss: 0.0311151 | val_loss: 0.0311248 | Time: 2668.97 ms
[2022-08-21 15:55:28 main:574] : INFO : Epoch 1729 | loss: 0.0311237 | val_loss: 0.0311454 | Time: 2860.72 ms
[2022-08-21 15:55:31 main:574] : INFO : Epoch 1730 | loss: 0.0311322 | val_loss: 0.0311373 | Time: 2766.05 ms
[2022-08-21 15:55:33 main:574] : INFO : Epoch 1731 | loss: 0.0311293 | val_loss: 0.031126 | Time: 2661.93 ms
[2022-08-21 15:55:36 main:574] : INFO : Epoch 1732 | loss: 0.0311227 | val_loss: 0.0311276 | Time: 2744.09 ms
[2022-08-21 15:55:39 main:574] : INFO : Epoch 1733 | loss: 0.0311296 | val_loss: 0.0311332 | Time: 2751.85 ms
[2022-08-21 15:55:42 main:574] : INFO : Epoch 1734 | loss: 0.031122 | val_loss: 0.0311312 | Time: 2695.76 ms
[2022-08-21 15:55:44 main:574] : INFO : Epoch 1735 | loss: 0.0311213 | val_loss: 0.0311252 | Time: 2662.31 ms
[2022-08-21 15:55:47 main:574] : INFO : Epoch 1736 | loss: 0.0311232 | val_loss: 0.0311282 | Time: 2690.34 ms
[2022-08-21 15:55:50 main:574] : INFO : Epoch 1737 | loss: 0.0311175 | val_loss: 0.0311234 | Time: 2769.29 ms
[2022-08-21 15:55:53 main:574] : INFO : Epoch 1738 | loss: 0.0311158 | val_loss: 0.0311276 | Time: 2783.19 ms
[2022-08-21 15:55:55 main:574] : INFO : Epoch 1739 | loss: 0.0311151 | val_loss: 0.0311231 | Time: 2759.05 ms
[2022-08-21 15:55:58 main:574] : INFO : Epoch 1740 | loss: 0.0311155 | val_loss: 0.0311338 | Time: 2756.85 ms
[2022-08-21 15:56:01 main:574] : INFO : Epoch 1741 | loss: 0.0311195 | val_loss: 0.0311286 | Time: 2687.07 ms
[2022-08-21 15:56:03 main:574] : INFO : Epoch 1742 | loss: 0.0311174 | val_loss: 0.0311185 | Time: 2655.74 ms
[2022-08-21 15:56:06 main:574] : INFO : Epoch 1743 | loss: 0.0311175 | val_loss: 0.0311173 | Time: 2687.35 ms
[2022-08-21 15:56:09 main:574] : INFO : Epoch 1744 | loss: 0.0311151 | val_loss: 0.0311192 | Time: 2718.66 ms
[2022-08-21 15:56:12 main:574] : INFO : Epoch 1745 | loss: 0.0311148 | val_loss: 0.0311198 | Time: 2967.42 ms
[2022-08-21 15:56:14 main:574] : INFO : Epoch 1746 | loss: 0.0311141 | val_loss: 0.0311279 | Time: 2706.07 ms
[2022-08-21 15:56:17 main:574] : INFO : Epoch 1747 | loss: 0.0311167 | val_loss: 0.0311163 | Time: 2780.96 ms
[2022-08-21 15:56:20 main:574] : INFO : Epoch 1748 | loss: 0.0311123 | val_loss: 0.0311163 | Time: 2813.87 ms
[2022-08-21 15:56:23 main:574] : INFO : Epoch 1749 | loss: 0.0311148 | val_loss: 0.0311164 | Time: 2659.26 ms
[2022-08-21 15:56:26 main:574] : INFO : Epoch 1750 | loss: 0.0311126 | val_loss: 0.0311171 | Time: 2778.22 ms
[2022-08-21 15:56:28 main:574] : INFO : Epoch 1751 | loss: 0.0311082 | val_loss: 0.0311276 | Time: 2655.36 ms
[2022-08-21 15:56:31 main:574] : INFO : Epoch 1752 | loss: 0.0311148 | val_loss: 0.031116 | Time: 2674.25 ms
[2022-08-21 15:56:34 main:574] : INFO : Epoch 1753 | loss: 0.0311077 | val_loss: 0.0311285 | Time: 2664.94 ms
[2022-08-21 15:56:36 main:574] : INFO : Epoch 1754 | loss: 0.0311084 | val_loss: 0.031119 | Time: 2696.15 ms
[2022-08-21 15:56:39 main:574] : INFO : Epoch 1755 | loss: 0.0311055 | val_loss: 0.0311228 | Time: 2837.44 ms
[2022-08-21 15:56:42 main:574] : INFO : Epoch 1756 | loss: 0.0311071 | val_loss: 0.0311136 | Time: 2659.05 ms
[2022-08-21 15:56:45 main:574] : INFO : Epoch 1757 | loss: 0.0311031 | val_loss: 0.0311134 | Time: 2806.63 ms
[2022-08-21 15:56:47 main:574] : INFO : Epoch 1758 | loss: 0.031104 | val_loss: 0.0311145 | Time: 2735.07 ms
[2022-08-21 15:56:50 main:574] : INFO : Epoch 1759 | loss: 0.0311071 | val_loss: 0.0311211 | Time: 2744.66 ms
[2022-08-21 15:56:53 main:574] : INFO : Epoch 1760 | loss: 0.0311343 | val_loss: 0.031152 | Time: 2646.31 ms
[2022-08-21 15:56:55 main:574] : INFO : Epoch 1761 | loss: 0.0311271 | val_loss: 0.0311278 | Time: 2649.95 ms
[2022-08-21 15:56:58 main:574] : INFO : Epoch 1762 | loss: 0.0311147 | val_loss: 0.0311188 | Time: 2669.19 ms
[2022-08-21 15:57:01 main:574] : INFO : Epoch 1763 | loss: 0.0311087 | val_loss: 0.0311128 | Time: 2776.73 ms
[2022-08-21 15:57:03 main:574] : INFO : Epoch 1764 | loss: 0.0311082 | val_loss: 0.0311194 | Time: 2673.79 ms
[2022-08-21 15:57:06 main:574] : INFO : Epoch 1765 | loss: 0.0311065 | val_loss: 0.0311067 | Time: 2747.73 ms
[2022-08-21 15:57:09 main:574] : INFO : Epoch 1766 | loss: 0.0310987 | val_loss: 0.0311075 | Time: 2760.02 ms
[2022-08-21 15:57:12 main:574] : INFO : Epoch 1767 | loss: 0.0311055 | val_loss: 0.0311278 | Time: 2669.7 ms
[2022-08-21 15:57:14 main:574] : INFO : Epoch 1768 | loss: 0.0311363 | val_loss: 0.031128 | Time: 2654.29 ms
[2022-08-21 15:57:17 main:574] : INFO : Epoch 1769 | loss: 0.0311313 | val_loss: 0.0311191 | Time: 2760.1 ms
[2022-08-21 15:57:20 main:574] : INFO : Epoch 1770 | loss: 0.0311232 | val_loss: 0.0311153 | Time: 2650.27 ms
[2022-08-21 15:57:22 main:574] : INFO : Epoch 1771 | loss: 0.0311175 | val_loss: 0.0311102 | Time: 2642.43 ms
[2022-08-21 15:57:25 main:574] : INFO : Epoch 1772 | loss: 0.031112 | val_loss: 0.0311143 | Time: 2694.6 ms
[2022-08-21 15:57:28 main:574] : INFO : Epoch 1773 | loss: 0.0311067 | val_loss: 0.0311129 | Time: 2703.84 ms
[2022-08-21 15:57:30 main:574] : INFO : Epoch 1774 | loss: 0.0311086 | val_loss: 0.0311211 | Time: 2646.66 ms
[2022-08-21 15:57:33 main:574] : INFO : Epoch 1775 | loss: 0.0311083 | val_loss: 0.0311096 | Time: 2660.22 ms
[2022-08-21 15:57:36 main:574] : INFO : Epoch 1776 | loss: 0.0311019 | val_loss: 0.0311083 | Time: 2700.92 ms
[2022-08-21 15:57:38 main:574] : INFO : Epoch 1777 | loss: 0.0311046 | val_loss: 0.0311047 | Time: 2637.91 ms
[2022-08-21 15:57:41 main:574] : INFO : Epoch 1778 | loss: 0.0311 | val_loss: 0.0311077 | Time: 2707.18 ms
[2022-08-21 15:57:44 main:574] : INFO : Epoch 1779 | loss: 0.0310991 | val_loss: 0.0311026 | Time: 2688.73 ms
[2022-08-21 15:57:47 main:574] : INFO : Epoch 1780 | loss: 0.0311018 | val_loss: 0.0311122 | Time: 2735.49 ms
[2022-08-21 15:57:50 main:574] : INFO : Epoch 1781 | loss: 0.031103 | val_loss: 0.0311094 | Time: 2975.5 ms
[2022-08-21 15:57:52 main:574] : INFO : Epoch 1782 | loss: 0.0311019 | val_loss: 0.0311208 | Time: 2647.46 ms
[2022-08-21 15:57:55 main:574] : INFO : Epoch 1783 | loss: 0.0311026 | val_loss: 0.0311165 | Time: 2640.54 ms
[2022-08-21 15:57:57 main:574] : INFO : Epoch 1784 | loss: 0.0311035 | val_loss: 0.0311071 | Time: 2642.57 ms
[2022-08-21 15:58:00 main:574] : INFO : Epoch 1785 | loss: 0.0311004 | val_loss: 0.031108 | Time: 2746.17 ms
[2022-08-21 15:58:03 main:574] : INFO : Epoch 1786 | loss: 0.0310919 | val_loss: 0.0311058 | Time: 2660.04 ms
[2022-08-21 15:58:06 main:574] : INFO : Epoch 1787 | loss: 0.0310921 | val_loss: 0.031102 | Time: 2632.09 ms
[2022-08-21 15:58:08 main:574] : INFO : Epoch 1788 | loss: 0.0310918 | val_loss: 0.0311038 | Time: 2691.17 ms
[2022-08-21 15:58:11 main:574] : INFO : Epoch 1789 | loss: 0.0310916 | val_loss: 0.0311055 | Time: 2692.77 ms
[2022-08-21 15:58:14 main:574] : INFO : Epoch 1790 | loss: 0.0310905 | val_loss: 0.0311031 | Time: 2633.88 ms
[2022-08-21 15:58:16 main:574] : INFO : Epoch 1791 | loss: 0.0310915 | val_loss: 0.031103 | Time: 2677.4 ms
[2022-08-21 15:58:19 main:574] : INFO : Epoch 1792 | loss: 0.0310913 | val_loss: 0.031102 | Time: 2651.13 ms
[2022-08-21 15:58:22 main:574] : INFO : Epoch 1793 | loss: 0.0310962 | val_loss: 0.0311198 | Time: 2743.09 ms
[2022-08-21 15:58:24 main:574] : INFO : Epoch 1794 | loss: 0.0310991 | val_loss: 0.0311022 | Time: 2788.63 ms
[2022-08-21 15:58:27 main:574] : INFO : Epoch 1795 | loss: 0.0310987 | val_loss: 0.0311099 | Time: 2865.57 ms
[2022-08-21 15:58:30 main:574] : INFO : Epoch 1796 | loss: 0.0310886 | val_loss: 0.0311048 | Time: 2648.93 ms
[2022-08-21 15:58:33 main:574] : INFO : Epoch 1797 | loss: 0.0310956 | val_loss: 0.031109 | Time: 2651.24 ms
[2022-08-21 15:58:35 main:574] : INFO : Epoch 1798 | loss: 0.0310941 | val_loss: 0.031105 | Time: 2746.17 ms
[2022-08-21 15:58:38 main:574] : INFO : Epoch 1799 | loss: 0.0310942 | val_loss: 0.0311009 | Time: 2898.46 ms
[2022-08-21 15:58:41 main:574] : INFO : Epoch 1800 | loss: 0.0310925 | val_loss: 0.0311021 | Time: 2742.97 ms
[2022-08-21 15:58:44 main:574] : INFO : Epoch 1801 | loss: 0.0310945 | val_loss: 0.0311134 | Time: 2668.38 ms
[2022-08-21 15:58:46 main:574] : INFO : Epoch 1802 | loss: 0.0310951 | val_loss: 0.0311018 | Time: 2684.72 ms
[2022-08-21 15:58:49 main:574] : INFO : Epoch 1803 | loss: 0.0310903 | val_loss: 0.0311036 | Time: 2751.38 ms
[2022-08-21 15:58:52 main:574] : INFO : Epoch 1804 | loss: 0.0310945 | val_loss: 0.0311072 | Time: 2652.39 ms
[2022-08-21 15:58:55 main:574] : INFO : Epoch 1805 | loss: 0.0310989 | val_loss: 0.0311014 | Time: 2764.11 ms
[2022-08-21 15:58:57 main:574] : INFO : Epoch 1806 | loss: 0.0310959 | val_loss: 0.0311023 | Time: 2757.67 ms
[2022-08-21 15:59:00 main:574] : INFO : Epoch 1807 | loss: 0.0310907 | val_loss: 0.0311014 | Time: 2758.32 ms
[2022-08-21 15:59:03 main:574] : INFO : Epoch 1808 | loss: 0.0310902 | val_loss: 0.0311004 | Time: 2699.95 ms
[2022-08-21 15:59:06 main:574] : INFO : Epoch 1809 | loss: 0.03109 | val_loss: 0.0311087 | Time: 2752.8 ms
[2022-08-21 15:59:09 main:574] : INFO : Epoch 1810 | loss: 0.0310906 | val_loss: 0.0311006 | Time: 2985.03 ms
[2022-08-21 15:59:11 main:574] : INFO : Epoch 1811 | loss: 0.0310883 | val_loss: 0.0311035 | Time: 2680.47 ms
[2022-08-21 15:59:14 main:574] : INFO : Epoch 1812 | loss: 0.0311095 | val_loss: 0.0311018 | Time: 2668.59 ms
[2022-08-21 15:59:17 main:574] : INFO : Epoch 1813 | loss: 0.0311043 | val_loss: 0.0311059 | Time: 2825.55 ms
[2022-08-21 15:59:19 main:574] : INFO : Epoch 1814 | loss: 0.0310992 | val_loss: 0.0311047 | Time: 2667.02 ms
[2022-08-21 15:59:22 main:574] : INFO : Epoch 1815 | loss: 0.0310979 | val_loss: 0.0311013 | Time: 2676.19 ms
[2022-08-21 15:59:25 main:574] : INFO : Epoch 1816 | loss: 0.031096 | val_loss: 0.0311084 | Time: 2663.82 ms
[2022-08-21 15:59:27 main:574] : INFO : Epoch 1817 | loss: 0.0310947 | val_loss: 0.0311039 | Time: 2664.31 ms
[2022-08-21 15:59:30 main:574] : INFO : Epoch 1818 | loss: 0.0310925 | val_loss: 0.0311148 | Time: 2701.6 ms
[2022-08-21 15:59:33 main:574] : INFO : Epoch 1819 | loss: 0.0310949 | val_loss: 0.031111 | Time: 2859.11 ms
[2022-08-21 15:59:36 main:574] : INFO : Epoch 1820 | loss: 0.0310915 | val_loss: 0.031109 | Time: 2769.26 ms
[2022-08-21 15:59:38 main:574] : INFO : Epoch 1821 | loss: 0.0310904 | val_loss: 0.0311038 | Time: 2707.99 ms
[2022-08-21 15:59:41 main:574] : INFO : Epoch 1822 | loss: 0.0310877 | val_loss: 0.0311099 | Time: 2646.91 ms
[2022-08-21 15:59:44 main:574] : INFO : Epoch 1823 | loss: 0.0310883 | val_loss: 0.0310996 | Time: 2646.16 ms
[2022-08-21 15:59:46 main:574] : INFO : Epoch 1824 | loss: 0.0310876 | val_loss: 0.0311009 | Time: 2652.49 ms
[2022-08-21 15:59:49 main:574] : INFO : Epoch 1825 | loss: 0.0310923 | val_loss: 0.031105 | Time: 2660.48 ms
[2022-08-21 15:59:52 main:574] : INFO : Epoch 1826 | loss: 0.0310926 | val_loss: 0.0310975 | Time: 2745.56 ms
[2022-08-21 15:59:54 main:574] : INFO : Epoch 1827 | loss: 0.0310892 | val_loss: 0.0310991 | Time: 2642.76 ms
[2022-08-21 15:59:57 main:574] : INFO : Epoch 1828 | loss: 0.0310893 | val_loss: 0.0311018 | Time: 2656.87 ms
[2022-08-21 16:00:00 main:574] : INFO : Epoch 1829 | loss: 0.0310917 | val_loss: 0.031098 | Time: 2751.07 ms
[2022-08-21 16:00:03 main:574] : INFO : Epoch 1830 | loss: 0.0310875 | val_loss: 0.0311009 | Time: 2750.15 ms
[2022-08-21 16:00:06 main:574] : INFO : Epoch 1831 | loss: 0.031093 | val_loss: 0.0311025 | Time: 2878.88 ms
[2022-08-21 16:00:08 main:574] : INFO : Epoch 1832 | loss: 0.0310918 | val_loss: 0.0311356 | Time: 2837.51 ms
[2022-08-21 16:00:11 main:574] : INFO : Epoch 1833 | loss: 0.0311013 | val_loss: 0.0311067 | Time: 2744.41 ms
[2022-08-21 16:00:14 main:574] : INFO : Epoch 1834 | loss: 0.0310921 | val_loss: 0.0311 | Time: 2735.63 ms
[2022-08-21 16:00:17 main:574] : INFO : Epoch 1835 | loss: 0.0310895 | val_loss: 0.0311113 | Time: 2739.1 ms
[2022-08-21 16:00:19 main:574] : INFO : Epoch 1836 | loss: 0.031089 | val_loss: 0.0311108 | Time: 2644.96 ms
[2022-08-21 16:00:22 main:574] : INFO : Epoch 1837 | loss: 0.0310917 | val_loss: 0.0311007 | Time: 2749.59 ms
[2022-08-21 16:00:25 main:574] : INFO : Epoch 1838 | loss: 0.0310916 | val_loss: 0.0311018 | Time: 2758.87 ms
[2022-08-21 16:00:27 main:574] : INFO : Epoch 1839 | loss: 0.0310849 | val_loss: 0.0310985 | Time: 2665.49 ms
[2022-08-21 16:00:30 main:574] : INFO : Epoch 1840 | loss: 0.0310815 | val_loss: 0.0311056 | Time: 2699.6 ms
[2022-08-21 16:00:33 main:574] : INFO : Epoch 1841 | loss: 0.0310833 | val_loss: 0.0310977 | Time: 2770.75 ms
[2022-08-21 16:00:36 main:574] : INFO : Epoch 1842 | loss: 0.0310816 | val_loss: 0.0311021 | Time: 2844.13 ms
[2022-08-21 16:00:39 main:574] : INFO : Epoch 1843 | loss: 0.0310805 | val_loss: 0.0311034 | Time: 2771.17 ms
[2022-08-21 16:00:42 main:574] : INFO : Epoch 1844 | loss: 0.0310904 | val_loss: 0.0311051 | Time: 3058.25 ms
[2022-08-21 16:00:44 main:574] : INFO : Epoch 1845 | loss: 0.0310876 | val_loss: 0.0310986 | Time: 2680.63 ms
[2022-08-21 16:00:47 main:574] : INFO : Epoch 1846 | loss: 0.0310811 | val_loss: 0.0311007 | Time: 2705.97 ms
[2022-08-21 16:00:50 main:574] : INFO : Epoch 1847 | loss: 0.0310789 | val_loss: 0.0311062 | Time: 2851.27 ms
[2022-08-21 16:00:52 main:574] : INFO : Epoch 1848 | loss: 0.0310821 | val_loss: 0.0310966 | Time: 2663.92 ms
[2022-08-21 16:00:55 main:574] : INFO : Epoch 1849 | loss: 0.031084 | val_loss: 0.0311006 | Time: 2665.88 ms
[2022-08-21 16:00:58 main:574] : INFO : Epoch 1850 | loss: 0.0310777 | val_loss: 0.031099 | Time: 2797.92 ms
[2022-08-21 16:01:01 main:574] : INFO : Epoch 1851 | loss: 0.0310785 | val_loss: 0.0311017 | Time: 2753.63 ms
[2022-08-21 16:01:04 main:574] : INFO : Epoch 1852 | loss: 0.0310807 | val_loss: 0.0310962 | Time: 2848.68 ms
[2022-08-21 16:01:06 main:574] : INFO : Epoch 1853 | loss: 0.0310803 | val_loss: 0.0311 | Time: 2666.14 ms
[2022-08-21 16:01:09 main:574] : INFO : Epoch 1854 | loss: 0.0310791 | val_loss: 0.0311004 | Time: 2667.91 ms
[2022-08-21 16:01:12 main:574] : INFO : Epoch 1855 | loss: 0.0310775 | val_loss: 0.0311024 | Time: 2760.18 ms
[2022-08-21 16:01:14 main:574] : INFO : Epoch 1856 | loss: 0.031078 | val_loss: 0.0311078 | Time: 2664.34 ms
[2022-08-21 16:01:17 main:574] : INFO : Epoch 1857 | loss: 0.0310849 | val_loss: 0.0311059 | Time: 2822.44 ms
[2022-08-21 16:01:20 main:574] : INFO : Epoch 1858 | loss: 0.031082 | val_loss: 0.0311144 | Time: 2665.78 ms
[2022-08-21 16:01:22 main:574] : INFO : Epoch 1859 | loss: 0.0310824 | val_loss: 0.0310971 | Time: 2653.93 ms
[2022-08-21 16:01:25 main:574] : INFO : Epoch 1860 | loss: 0.0310776 | val_loss: 0.0311031 | Time: 2661.44 ms
[2022-08-21 16:01:28 main:574] : INFO : Epoch 1861 | loss: 0.0310813 | val_loss: 0.031108 | Time: 2659.25 ms
[2022-08-21 16:01:31 main:574] : INFO : Epoch 1862 | loss: 0.0310788 | val_loss: 0.031097 | Time: 2726.67 ms
[2022-08-21 16:01:33 main:574] : INFO : Epoch 1863 | loss: 0.0310755 | val_loss: 0.031097 | Time: 2662.07 ms
[2022-08-21 16:01:36 main:574] : INFO : Epoch 1864 | loss: 0.0310759 | val_loss: 0.0311062 | Time: 2741.72 ms
[2022-08-21 16:01:39 main:574] : INFO : Epoch 1865 | loss: 0.031079 | val_loss: 0.0311051 | Time: 2862.68 ms
[2022-08-21 16:01:42 main:574] : INFO : Epoch 1866 | loss: 0.0310744 | val_loss: 0.031122 | Time: 2838.24 ms
[2022-08-21 16:01:44 main:574] : INFO : Epoch 1867 | loss: 0.0310803 | val_loss: 0.0311011 | Time: 2688.11 ms
[2022-08-21 16:01:47 main:574] : INFO : Epoch 1868 | loss: 0.0310777 | val_loss: 0.0311097 | Time: 2783.51 ms
[2022-08-21 16:01:50 main:574] : INFO : Epoch 1869 | loss: 0.0310839 | val_loss: 0.031106 | Time: 2756.93 ms
[2022-08-21 16:01:53 main:574] : INFO : Epoch 1870 | loss: 0.03108 | val_loss: 0.0310995 | Time: 2726.17 ms
[2022-08-21 16:01:55 main:574] : INFO : Epoch 1871 | loss: 0.0310858 | val_loss: 0.0311014 | Time: 2663.43 ms
[2022-08-21 16:01:58 main:574] : INFO : Epoch 1872 | loss: 0.0310864 | val_loss: 0.0311063 | Time: 2667.24 ms
[2022-08-21 16:02:01 main:574] : INFO : Epoch 1873 | loss: 0.0310812 | val_loss: 0.0310974 | Time: 2693.42 ms
[2022-08-21 16:02:03 main:574] : INFO : Epoch 1874 | loss: 0.0310816 | val_loss: 0.0311006 | Time: 2695.57 ms
[2022-08-21 16:02:06 main:574] : INFO : Epoch 1875 | loss: 0.0310805 | val_loss: 0.0311033 | Time: 2715.93 ms
[2022-08-21 16:02:09 main:574] : INFO : Epoch 1876 | loss: 0.031082 | val_loss: 0.0311006 | Time: 2761.38 ms
[2022-08-21 16:02:11 main:574] : INFO : Epoch 1877 | loss: 0.0310776 | val_loss: 0.0311002 | Time: 2639.94 ms
[2022-08-21 16:02:14 main:574] : INFO : Epoch 1878 | loss: 0.0310789 | val_loss: 0.0311025 | Time: 2671.45 ms
[2022-08-21 16:02:17 main:574] : INFO : Epoch 1879 | loss: 0.0310754 | val_loss: 0.0310976 | Time: 2612.7 ms
[2022-08-21 16:02:19 main:574] : INFO : Epoch 1880 | loss: 0.0310797 | val_loss: 0.0311122 | Time: 2662.69 ms
[2022-08-21 16:02:23 main:574] : INFO : Epoch 1881 | loss: 0.0310799 | val_loss: 0.0310993 | Time: 3318.39 ms
[2022-08-21 16:02:27 main:574] : INFO : Epoch 1882 | loss: 0.0310758 | val_loss: 0.0310976 | Time: 4215.98 ms
[2022-08-21 16:02:31 main:574] : INFO : Epoch 1883 | loss: 0.0310738 | val_loss: 0.0310972 | Time: 4352.68 ms
[2022-08-21 16:02:36 main:574] : INFO : Epoch 1884 | loss: 0.0310811 | val_loss: 0.0311023 | Time: 4407.5 ms
[2022-08-21 16:02:40 main:574] : INFO : Epoch 1885 | loss: 0.0310808 | val_loss: 0.0310983 | Time: 4491.74 ms
[2022-08-21 16:02:44 main:574] : INFO : Epoch 1886 | loss: 0.0310801 | val_loss: 0.031103 | Time: 4230.9 ms
[2022-08-21 16:02:49 main:574] : INFO : Epoch 1887 | loss: 0.0310778 | val_loss: 0.0310964 | Time: 4204.96 ms
[2022-08-21 16:02:53 main:574] : INFO : Epoch 1888 | loss: 0.0310739 | val_loss: 0.0310996 | Time: 4197.23 ms
[2022-08-21 16:02:57 main:574] : INFO : Epoch 1889 | loss: 0.0310753 | val_loss: 0.031103 | Time: 4157.14 ms
[2022-08-21 16:03:01 main:574] : INFO : Epoch 1890 | loss: 0.0311132 | val_loss: 0.03118 | Time: 4154.34 ms
[2022-08-21 16:03:05 main:574] : INFO : Epoch 1891 | loss: 0.0311593 | val_loss: 0.0311516 | Time: 4086.59 ms
[2022-08-21 16:03:10 main:574] : INFO : Epoch 1892 | loss: 0.0311324 | val_loss: 0.0311376 | Time: 4259.37 ms
[2022-08-21 16:03:14 main:574] : INFO : Epoch 1893 | loss: 0.0311267 | val_loss: 0.0311404 | Time: 4109.52 ms
[2022-08-21 16:03:18 main:574] : INFO : Epoch 1894 | loss: 0.0311214 | val_loss: 0.0311248 | Time: 4161.47 ms
[2022-08-21 16:03:22 main:574] : INFO : Epoch 1895 | loss: 0.031114 | val_loss: 0.0311194 | Time: 4130.15 ms
[2022-08-21 16:03:26 main:574] : INFO : Epoch 1896 | loss: 0.031108 | val_loss: 0.0311088 | Time: 4183.87 ms
[2022-08-21 16:03:30 main:574] : INFO : Epoch 1897 | loss: 0.0311102 | val_loss: 0.0311012 | Time: 4126.89 ms
[2022-08-21 16:03:34 main:574] : INFO : Epoch 1898 | loss: 0.0311186 | val_loss: 0.031114 | Time: 4138.32 ms
[2022-08-21 16:03:39 main:574] : INFO : Epoch 1899 | loss: 0.0311158 | val_loss: 0.0311162 | Time: 4146.36 ms
[2022-08-21 16:03:43 main:574] : INFO : Epoch 1900 | loss: 0.0311058 | val_loss: 0.031116 | Time: 4077.51 ms
[2022-08-21 16:03:47 main:574] : INFO : Epoch 1901 | loss: 0.0311154 | val_loss: 0.0311166 | Time: 4138.11 ms
[2022-08-21 16:03:51 main:574] : INFO : Epoch 1902 | loss: 0.0311126 | val_loss: 0.0311104 | Time: 4086.4 ms
[2022-08-21 16:03:55 main:574] : INFO : Epoch 1903 | loss: 0.0311123 | val_loss: 0.031109 | Time: 4160.71 ms
[2022-08-21 16:03:59 main:574] : INFO : Epoch 1904 | loss: 0.0311123 | val_loss: 0.0311196 | Time: 4208.91 ms
[2022-08-21 16:04:03 main:574] : INFO : Epoch 1905 | loss: 0.0311133 | val_loss: 0.0311085 | Time: 4198.47 ms
[2022-08-21 16:04:08 main:574] : INFO : Epoch 1906 | loss: 0.0311076 | val_loss: 0.0311102 | Time: 4061.73 ms
[2022-08-21 16:04:12 main:574] : INFO : Epoch 1907 | loss: 0.0311143 | val_loss: 0.031112 | Time: 4104.2 ms
[2022-08-21 16:04:16 main:574] : INFO : Epoch 1908 | loss: 0.0311104 | val_loss: 0.031103 | Time: 4247.45 ms
[2022-08-21 16:04:20 main:574] : INFO : Epoch 1909 | loss: 0.0311037 | val_loss: 0.0311123 | Time: 4484.74 ms
[2022-08-21 16:04:25 main:574] : INFO : Epoch 1910 | loss: 0.0311047 | val_loss: 0.0311066 | Time: 4268.04 ms
[2022-08-21 16:04:29 main:574] : INFO : Epoch 1911 | loss: 0.0311065 | val_loss: 0.0311057 | Time: 4226.72 ms
[2022-08-21 16:04:33 main:574] : INFO : Epoch 1912 | loss: 0.0311016 | val_loss: 0.0311025 | Time: 4264.12 ms
[2022-08-21 16:04:37 main:574] : INFO : Epoch 1913 | loss: 0.0310989 | val_loss: 0.0311117 | Time: 4166.11 ms
[2022-08-21 16:04:41 main:574] : INFO : Epoch 1914 | loss: 0.0311024 | val_loss: 0.0311081 | Time: 4108.71 ms
[2022-08-21 16:04:46 main:574] : INFO : Epoch 1915 | loss: 0.0311066 | val_loss: 0.0311018 | Time: 4152.86 ms
[2022-08-21 16:04:50 main:574] : INFO : Epoch 1916 | loss: 0.0311038 | val_loss: 0.0311031 | Time: 4183.4 ms
[2022-08-21 16:04:54 main:574] : INFO : Epoch 1917 | loss: 0.0311024 | val_loss: 0.0311037 | Time: 4234.98 ms
[2022-08-21 16:04:58 main:574] : INFO : Epoch 1918 | loss: 0.0311027 | val_loss: 0.0311049 | Time: 4165.71 ms
[2022-08-21 16:05:02 main:574] : INFO : Epoch 1919 | loss: 0.0311053 | val_loss: 0.0311138 | Time: 4145.85 ms
[2022-08-21 16:05:06 main:574] : INFO : Epoch 1920 | loss: 0.0311065 | val_loss: 0.0311034 | Time: 4121.32 ms
[2022-08-21 16:05:11 main:574] : INFO : Epoch 1921 | loss: 0.0310997 | val_loss: 0.0311009 | Time: 4188.62 ms
[2022-08-21 16:05:15 main:574] : INFO : Epoch 1922 | loss: 0.0310992 | val_loss: 0.0311097 | Time: 4088.2 ms
[2022-08-21 16:05:19 main:574] : INFO : Epoch 1923 | loss: 0.0310938 | val_loss: 0.0311037 | Time: 4178.74 ms
[2022-08-21 16:05:23 main:574] : INFO : Epoch 1924 | loss: 0.0311011 | val_loss: 0.0311172 | Time: 4173.83 ms
[2022-08-21 16:05:27 main:574] : INFO : Epoch 1925 | loss: 0.0311014 | val_loss: 0.0311062 | Time: 4156.12 ms
[2022-08-21 16:05:31 main:574] : INFO : Epoch 1926 | loss: 0.0310976 | val_loss: 0.0311078 | Time: 4198.91 ms
[2022-08-21 16:05:36 main:574] : INFO : Epoch 1927 | loss: 0.0311008 | val_loss: 0.0311061 | Time: 4128.05 ms
[2022-08-21 16:05:40 main:574] : INFO : Epoch 1928 | loss: 0.0310968 | val_loss: 0.0311058 | Time: 4194.86 ms
[2022-08-21 16:05:44 main:574] : INFO : Epoch 1929 | loss: 0.0310934 | val_loss: 0.0311104 | Time: 4194.87 ms
[2022-08-21 16:05:48 main:574] : INFO : Epoch 1930 | loss: 0.0310954 | val_loss: 0.0311091 | Time: 4145.73 ms
[2022-08-21 16:05:52 main:574] : INFO : Epoch 1931 | loss: 0.0310946 | val_loss: 0.0311082 | Time: 4179.48 ms
[2022-08-21 16:05:57 main:574] : INFO : Epoch 1932 | loss: 0.0310921 | val_loss: 0.0311125 | Time: 4203.59 ms
[2022-08-21 16:06:01 main:574] : INFO : Epoch 1933 | loss: 0.0310921 | val_loss: 0.0311035 | Time: 4181.24 ms
[2022-08-21 16:06:05 main:574] : INFO : Epoch 1934 | loss: 0.0310881 | val_loss: 0.0311003 | Time: 4245.58 ms
[2022-08-21 16:06:09 main:574] : INFO : Epoch 1935 | loss: 0.0310907 | val_loss: 0.0311033 | Time: 4241.58 ms
[2022-08-21 16:06:13 main:574] : INFO : Epoch 1936 | loss: 0.0310924 | val_loss: 0.0311186 | Time: 4116.9 ms
[2022-08-21 16:06:17 main:574] : INFO : Epoch 1937 | loss: 0.0310952 | val_loss: 0.0311043 | Time: 4111.02 ms
[2022-08-21 16:06:21 main:574] : INFO : Epoch 1938 | loss: 0.031098 | val_loss: 0.03111 | Time: 4003.87 ms
[2022-08-21 16:06:24 main:574] : INFO : Epoch 1939 | loss: 0.0310939 | val_loss: 0.0311122 | Time: 2731.11 ms
[2022-08-21 16:06:27 main:574] : INFO : Epoch 1940 | loss: 0.0310881 | val_loss: 0.0311075 | Time: 2977.21 ms
[2022-08-21 16:06:30 main:574] : INFO : Epoch 1941 | loss: 0.0310895 | val_loss: 0.0311078 | Time: 2706.45 ms
[2022-08-21 16:06:33 main:574] : INFO : Epoch 1942 | loss: 0.0310842 | val_loss: 0.031101 | Time: 2642.37 ms
[2022-08-21 16:06:35 main:574] : INFO : Epoch 1943 | loss: 0.0310843 | val_loss: 0.0311028 | Time: 2717.4 ms
[2022-08-21 16:06:38 main:574] : INFO : Epoch 1944 | loss: 0.0310884 | val_loss: 0.031117 | Time: 2752.18 ms
[2022-08-21 16:06:41 main:574] : INFO : Epoch 1945 | loss: 0.0310877 | val_loss: 0.0310995 | Time: 2646.57 ms
[2022-08-21 16:06:43 main:574] : INFO : Epoch 1946 | loss: 0.0310863 | val_loss: 0.0311047 | Time: 2696.97 ms
[2022-08-21 16:06:46 main:574] : INFO : Epoch 1947 | loss: 0.0310882 | val_loss: 0.0311122 | Time: 2705.36 ms
[2022-08-21 16:06:49 main:574] : INFO : Epoch 1948 | loss: 0.0311016 | val_loss: 0.0311159 | Time: 2736.69 ms
[2022-08-21 16:06:51 main:574] : INFO : Epoch 1949 | loss: 0.0310988 | val_loss: 0.0311224 | Time: 2644.94 ms
[2022-08-21 16:06:54 main:574] : INFO : Epoch 1950 | loss: 0.0311032 | val_loss: 0.0311105 | Time: 2671.53 ms
[2022-08-21 16:06:57 main:574] : INFO : Epoch 1951 | loss: 0.031093 | val_loss: 0.0311052 | Time: 2706.75 ms
[2022-08-21 16:07:00 main:574] : INFO : Epoch 1952 | loss: 0.0310904 | val_loss: 0.0311007 | Time: 2867.11 ms
[2022-08-21 16:07:02 main:574] : INFO : Epoch 1953 | loss: 0.031085 | val_loss: 0.031097 | Time: 2723.58 ms
[2022-08-21 16:07:05 main:574] : INFO : Epoch 1954 | loss: 0.031085 | val_loss: 0.0310978 | Time: 2741.58 ms
[2022-08-21 16:07:08 main:574] : INFO : Epoch 1955 | loss: 0.031085 | val_loss: 0.0311091 | Time: 2799.71 ms
[2022-08-21 16:07:11 main:574] : INFO : Epoch 1956 | loss: 0.0310849 | val_loss: 0.0311008 | Time: 2967.79 ms
[2022-08-21 16:07:14 main:574] : INFO : Epoch 1957 | loss: 0.0310843 | val_loss: 0.0310977 | Time: 2639.51 ms
[2022-08-21 16:07:16 main:574] : INFO : Epoch 1958 | loss: 0.0310895 | val_loss: 0.0311015 | Time: 2651.45 ms
[2022-08-21 16:07:19 main:574] : INFO : Epoch 1959 | loss: 0.0310904 | val_loss: 0.0310966 | Time: 2654.34 ms
[2022-08-21 16:07:22 main:574] : INFO : Epoch 1960 | loss: 0.0310859 | val_loss: 0.0310954 | Time: 2722.43 ms
[2022-08-21 16:07:24 main:574] : INFO : Epoch 1961 | loss: 0.0310858 | val_loss: 0.0310952 | Time: 2655.58 ms
[2022-08-21 16:07:27 main:574] : INFO : Epoch 1962 | loss: 0.0310846 | val_loss: 0.0310953 | Time: 2652.08 ms
[2022-08-21 16:07:30 main:574] : INFO : Epoch 1963 | loss: 0.0310853 | val_loss: 0.0310952 | Time: 2717.49 ms
[2022-08-21 16:07:32 main:574] : INFO : Epoch 1964 | loss: 0.0310871 | val_loss: 0.0310971 | Time: 2750.07 ms
[2022-08-21 16:07:35 main:574] : INFO : Epoch 1965 | loss: 0.0310919 | val_loss: 0.0310947 | Time: 2735.57 ms
[2022-08-21 16:07:38 main:574] : INFO : Epoch 1966 | loss: 0.0310828 | val_loss: 0.0311039 | Time: 2744.33 ms
[2022-08-21 16:07:41 main:574] : INFO : Epoch 1967 | loss: 0.0310958 | val_loss: 0.0311044 | Time: 2630.24 ms
[2022-08-21 16:07:43 main:574] : INFO : Epoch 1968 | loss: 0.0310834 | val_loss: 0.0310944 | Time: 2731.06 ms
[2022-08-21 16:07:46 main:574] : INFO : Epoch 1969 | loss: 0.0310767 | val_loss: 0.0310979 | Time: 2639.12 ms
[2022-08-21 16:07:49 main:574] : INFO : Epoch 1970 | loss: 0.0310752 | val_loss: 0.0310921 | Time: 2662.55 ms
[2022-08-21 16:07:51 main:574] : INFO : Epoch 1971 | loss: 0.0310759 | val_loss: 0.0311021 | Time: 2653.77 ms
[2022-08-21 16:07:54 main:574] : INFO : Epoch 1972 | loss: 0.0310748 | val_loss: 0.0310952 | Time: 2838.3 ms
[2022-08-21 16:07:57 main:574] : INFO : Epoch 1973 | loss: 0.0310766 | val_loss: 0.0310959 | Time: 2626.64 ms
[2022-08-21 16:08:00 main:574] : INFO : Epoch 1974 | loss: 0.0310731 | val_loss: 0.0310916 | Time: 2781.1 ms
[2022-08-21 16:08:02 main:574] : INFO : Epoch 1975 | loss: 0.0310746 | val_loss: 0.0310949 | Time: 2719.15 ms
[2022-08-21 16:08:05 main:574] : INFO : Epoch 1976 | loss: 0.0310847 | val_loss: 0.0310972 | Time: 2847.14 ms
[2022-08-21 16:08:08 main:574] : INFO : Epoch 1977 | loss: 0.0310826 | val_loss: 0.0311228 | Time: 2739.22 ms
[2022-08-21 16:08:11 main:574] : INFO : Epoch 1978 | loss: 0.0310839 | val_loss: 0.0311015 | Time: 2704.72 ms
[2022-08-21 16:08:13 main:574] : INFO : Epoch 1979 | loss: 0.0310766 | val_loss: 0.0311014 | Time: 2639.28 ms
[2022-08-21 16:08:16 main:574] : INFO : Epoch 1980 | loss: 0.0310797 | val_loss: 0.0310977 | Time: 2779.92 ms
[2022-08-21 16:08:19 main:574] : INFO : Epoch 1981 | loss: 0.0310717 | val_loss: 0.0310963 | Time: 2753.62 ms
[2022-08-21 16:08:21 main:574] : INFO : Epoch 1982 | loss: 0.0310725 | val_loss: 0.0311021 | Time: 2666.98 ms
[2022-08-21 16:08:24 main:574] : INFO : Epoch 1983 | loss: 0.0310728 | val_loss: 0.0310954 | Time: 2636.11 ms
[2022-08-21 16:08:27 main:574] : INFO : Epoch 1984 | loss: 0.0310707 | val_loss: 0.0310965 | Time: 2660.35 ms
[2022-08-21 16:08:29 main:574] : INFO : Epoch 1985 | loss: 0.0310772 | val_loss: 0.0310921 | Time: 2653.87 ms
[2022-08-21 16:08:32 main:574] : INFO : Epoch 1986 | loss: 0.031087 | val_loss: 0.0310949 | Time: 2642.68 ms
[2022-08-21 16:08:35 main:574] : INFO : Epoch 1987 | loss: 0.0310817 | val_loss: 0.0311187 | Time: 2688.12 ms
[2022-08-21 16:08:37 main:574] : INFO : Epoch 1988 | loss: 0.0311172 | val_loss: 0.0311289 | Time: 2649.81 ms
[2022-08-21 16:08:40 main:574] : INFO : Epoch 1989 | loss: 0.0311303 | val_loss: 0.0311336 | Time: 2701.99 ms
[2022-08-21 16:08:43 main:574] : INFO : Epoch 1990 | loss: 0.03113 | val_loss: 0.0311277 | Time: 2699.63 ms
[2022-08-21 16:08:45 main:574] : INFO : Epoch 1991 | loss: 0.0311193 | val_loss: 0.031115 | Time: 2650.26 ms
[2022-08-21 16:08:48 main:574] : INFO : Epoch 1992 | loss: 0.0311119 | val_loss: 0.0311128 | Time: 2699.4 ms
[2022-08-21 16:08:51 main:574] : INFO : Epoch 1993 | loss: 0.0311083 | val_loss: 0.0311121 | Time: 2818.87 ms
[2022-08-21 16:08:54 main:574] : INFO : Epoch 1994 | loss: 0.0311029 | val_loss: 0.0311124 | Time: 2852.45 ms
[2022-08-21 16:08:57 main:574] : INFO : Epoch 1995 | loss: 0.0311052 | val_loss: 0.0311156 | Time: 2782.83 ms
[2022-08-21 16:08:59 main:574] : INFO : Epoch 1996 | loss: 0.0311061 | val_loss: 0.0311139 | Time: 2667.66 ms
[2022-08-21 16:09:02 main:574] : INFO : Epoch 1997 | loss: 0.0311032 | val_loss: 0.031108 | Time: 2853.29 ms
[2022-08-21 16:09:05 main:574] : INFO : Epoch 1998 | loss: 0.0310992 | val_loss: 0.0311074 | Time: 3039.73 ms
[2022-08-21 16:09:08 main:574] : INFO : Epoch 1999 | loss: 0.0310945 | val_loss: 0.0311071 | Time: 2661.84 ms
[2022-08-21 16:09:10 main:574] : INFO : Epoch 2000 | loss: 0.0310939 | val_loss: 0.0311141 | Time: 2671.98 ms
[2022-08-21 16:09:13 main:574] : INFO : Epoch 2001 | loss: 0.0310941 | val_loss: 0.0311147 | Time: 2808.08 ms
[2022-08-21 16:09:16 main:574] : INFO : Epoch 2002 | loss: 0.03109 | val_loss: 0.0311059 | Time: 2647.15 ms
[2022-08-21 16:09:19 main:574] : INFO : Epoch 2003 | loss: 0.0311004 | val_loss: 0.0311179 | Time: 2766.26 ms
[2022-08-21 16:09:21 main:574] : INFO : Epoch 2004 | loss: 0.0311147 | val_loss: 0.0311136 | Time: 2698.46 ms
[2022-08-21 16:09:24 main:574] : INFO : Epoch 2005 | loss: 0.0311102 | val_loss: 0.0311128 | Time: 2663.67 ms
[2022-08-21 16:09:27 main:574] : INFO : Epoch 2006 | loss: 0.0311076 | val_loss: 0.0311128 | Time: 2802.41 ms
[2022-08-21 16:09:30 main:574] : INFO : Epoch 2007 | loss: 0.0310959 | val_loss: 0.0311037 | Time: 2666.68 ms
[2022-08-21 16:09:32 main:574] : INFO : Epoch 2008 | loss: 0.0310888 | val_loss: 0.0311014 | Time: 2859.78 ms
[2022-08-21 16:09:35 main:574] : INFO : Epoch 2009 | loss: 0.0310939 | val_loss: 0.0311157 | Time: 2655.96 ms
[2022-08-21 16:09:38 main:574] : INFO : Epoch 2010 | loss: 0.0311143 | val_loss: 0.0311503 | Time: 2834.08 ms
[2022-08-21 16:09:41 main:574] : INFO : Epoch 2011 | loss: 0.0311631 | val_loss: 0.0311623 | Time: 2737.12 ms
[2022-08-21 16:09:43 main:574] : INFO : Epoch 2012 | loss: 0.0311655 | val_loss: 0.0311562 | Time: 2770.78 ms
[2022-08-21 16:09:46 main:574] : INFO : Epoch 2013 | loss: 0.0311611 | val_loss: 0.0311593 | Time: 2802.18 ms
[2022-08-21 16:09:49 main:574] : INFO : Epoch 2014 | loss: 0.0312437 | val_loss: 0.0312233 | Time: 2675.48 ms
[2022-08-21 16:09:52 main:574] : INFO : Epoch 2015 | loss: 0.0311956 | val_loss: 0.031185 | Time: 2814.13 ms
[2022-08-21 16:09:54 main:574] : INFO : Epoch 2016 | loss: 0.0311818 | val_loss: 0.0311667 | Time: 2747.89 ms
[2022-08-21 16:09:57 main:574] : INFO : Epoch 2017 | loss: 0.0311722 | val_loss: 0.031167 | Time: 2816.66 ms
[2022-08-21 16:10:00 main:574] : INFO : Epoch 2018 | loss: 0.0311681 | val_loss: 0.0311628 | Time: 2787.01 ms
[2022-08-21 16:10:03 main:574] : INFO : Epoch 2019 | loss: 0.0311674 | val_loss: 0.031168 | Time: 2762.93 ms
[2022-08-21 16:10:06 main:574] : INFO : Epoch 2020 | loss: 0.0311637 | val_loss: 0.0311594 | Time: 2757.74 ms
[2022-08-21 16:10:08 main:574] : INFO : Epoch 2021 | loss: 0.0311579 | val_loss: 0.0311528 | Time: 2723.48 ms
[2022-08-21 16:10:11 main:574] : INFO : Epoch 2022 | loss: 0.0311551 | val_loss: 0.0311552 | Time: 2915.73 ms
[2022-08-21 16:10:14 main:574] : INFO : Epoch 2023 | loss: 0.0311561 | val_loss: 0.0311562 | Time: 2765.1 ms
[2022-08-21 16:10:17 main:574] : INFO : Epoch 2024 | loss: 0.0311567 | val_loss: 0.0311525 | Time: 2767.67 ms
[2022-08-21 16:10:19 main:574] : INFO : Epoch 2025 | loss: 0.0311527 | val_loss: 0.0311536 | Time: 2650.29 ms
[2022-08-21 16:10:23 main:574] : INFO : Epoch 2026 | loss: 0.0311536 | val_loss: 0.0311517 | Time: 3077.78 ms
[2022-08-21 16:10:25 main:574] : INFO : Epoch 2027 | loss: 0.0311517 | val_loss: 0.0311507 | Time: 2676.93 ms
[2022-08-21 16:10:28 main:574] : INFO : Epoch 2028 | loss: 0.0311493 | val_loss: 0.0311477 | Time: 2938.51 ms
[2022-08-21 16:10:31 main:574] : INFO : Epoch 2029 | loss: 0.0311485 | val_loss: 0.0311468 | Time: 2764.69 ms
[2022-08-21 16:10:34 main:574] : INFO : Epoch 2030 | loss: 0.0311497 | val_loss: 0.0311519 | Time: 2822.5 ms
[2022-08-21 16:10:37 main:574] : INFO : Epoch 2031 | loss: 0.031153 | val_loss: 0.0311498 | Time: 2794.02 ms
[2022-08-21 16:10:39 main:574] : INFO : Epoch 2032 | loss: 0.0311528 | val_loss: 0.0311501 | Time: 2701.69 ms
[2022-08-21 16:10:42 main:574] : INFO : Epoch 2033 | loss: 0.0311555 | val_loss: 0.0311527 | Time: 2687.42 ms
[2022-08-21 16:10:45 main:574] : INFO : Epoch 2034 | loss: 0.0311538 | val_loss: 0.0311547 | Time: 2760.08 ms
[2022-08-21 16:10:47 main:574] : INFO : Epoch 2035 | loss: 0.0311533 | val_loss: 0.0311594 | Time: 2740.53 ms
[2022-08-21 16:10:51 main:574] : INFO : Epoch 2036 | loss: 0.0311546 | val_loss: 0.0311552 | Time: 3056.31 ms
[2022-08-21 16:10:53 main:574] : INFO : Epoch 2037 | loss: 0.0311559 | val_loss: 0.0311535 | Time: 2911.82 ms
[2022-08-21 16:10:56 main:574] : INFO : Epoch 2038 | loss: 0.0311583 | val_loss: 0.03116 | Time: 2849.59 ms
[2022-08-21 16:10:59 main:574] : INFO : Epoch 2039 | loss: 0.031159 | val_loss: 0.0311573 | Time: 2778.79 ms
[2022-08-21 16:11:02 main:574] : INFO : Epoch 2040 | loss: 0.0311561 | val_loss: 0.0311482 | Time: 3032.33 ms
[2022-08-21 16:11:05 main:574] : INFO : Epoch 2041 | loss: 0.0311516 | val_loss: 0.0311476 | Time: 2814.65 ms
[2022-08-21 16:11:08 main:574] : INFO : Epoch 2042 | loss: 0.0311559 | val_loss: 0.0311486 | Time: 2764.68 ms
[2022-08-21 16:11:10 main:574] : INFO : Epoch 2043 | loss: 0.0311546 | val_loss: 0.0312103 | Time: 2666.44 ms
[2022-08-21 16:11:13 main:574] : INFO : Epoch 2044 | loss: 0.0312173 | val_loss: 0.0312091 | Time: 2731.83 ms
[2022-08-21 16:11:16 main:574] : INFO : Epoch 2045 | loss: 0.0312132 | val_loss: 0.0312091 | Time: 2973.05 ms
[2022-08-21 16:11:19 main:574] : INFO : Epoch 2046 | loss: 0.0312075 | val_loss: 0.0312012 | Time: 2998.25 ms
[2022-08-21 16:11:22 main:574] : INFO : Epoch 2047 | loss: 0.0312055 | val_loss: 0.0312 | Time: 2664.7 ms
[2022-08-21 16:11:24 main:574] : INFO : Epoch 2048 | loss: 0.0312027 | val_loss: 0.0311984 | Time: 2717.02 ms
[2022-08-21 16:11:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311984
[2022-08-21 16:11:24 main:603] : INFO : Saving end state to config to file
[2022-08-21 16:11:24 main:608] : INFO : Success, exiting..
16:11:24 (2852): 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)