Task 10262498
| Name | ParityModified-1639952442-1828-1-0_0 |
| Workunit | 7619667 |
| Created | 29 Dec 2021, 20:21:40 UTC |
| Sent | 14 Jan 2022, 20:29:25 UTC |
| Report deadline | 22 Jan 2022, 20:29:25 UTC |
| Received | 16 Jan 2022, 11:17:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14544 |
| Run time | 1 hours 35 min 13 sec |
| CPU time | 1 hours 33 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,199.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.03116 | val_loss: 0.0311727 | Time: 3257.41 ms [2022-01-16 11:50:10 main:574] : INFO : Epoch 1543 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 3372.28 ms [2022-01-16 11:50:12 main:574] : INFO : Epoch 1544 | loss: 0.0311585 | val_loss: 0.031171 | Time: 2817.78 ms [2022-01-16 11:50:16 main:574] : INFO : Epoch 1545 | loss: 0.031158 | val_loss: 0.0311698 | Time: 3217.25 ms [2022-01-16 11:50:19 main:574] : INFO : Epoch 1546 | loss: 0.031158 | val_loss: 0.031172 | Time: 3291.82 ms [2022-01-16 11:50:22 main:574] : INFO : Epoch 1547 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 3001.71 ms [2022-01-16 11:50:25 main:574] : INFO : Epoch 1548 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 3295.43 ms [2022-01-16 11:50:29 main:574] : INFO : Epoch 1549 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 3338.7 ms [2022-01-16 11:50:32 main:574] : INFO : Epoch 1550 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 3227.67 ms [2022-01-16 11:50:36 main:574] : INFO : Epoch 1551 | loss: 0.0311586 | val_loss: 0.0311734 | Time: 3765.46 ms [2022-01-16 11:50:39 main:574] : INFO : Epoch 1552 | loss: 0.0311573 | val_loss: 0.0311694 | Time: 3434 ms [2022-01-16 11:50:42 main:574] : INFO : Epoch 1553 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 3254.16 ms [2022-01-16 11:50:46 main:574] : INFO : Epoch 1554 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 3501.93 ms [2022-01-16 11:50:49 main:574] : INFO : Epoch 1555 | loss: 0.0311571 | val_loss: 0.031169 | Time: 3707.4 ms [2022-01-16 11:50:53 main:574] : INFO : Epoch 1556 | loss: 0.0311559 | val_loss: 0.0311716 | Time: 3197.82 ms [2022-01-16 11:50:56 main:574] : INFO : Epoch 1557 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 2881.5 ms [2022-01-16 11:50:59 main:574] : INFO : Epoch 1558 | loss: 0.0311561 | val_loss: 0.0311686 | Time: 3521.18 ms [2022-01-16 11:51:02 main:574] : INFO : Epoch 1559 | loss: 0.031156 | val_loss: 0.0311703 | Time: 3029.61 ms [2022-01-16 11:51:05 main:574] : INFO : Epoch 1560 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 3094.25 ms [2022-01-16 11:51:09 main:574] : INFO : Epoch 1561 | loss: 0.0311561 | val_loss: 0.0311686 | Time: 3470.96 ms [2022-01-16 11:51:12 main:574] : INFO : Epoch 1562 | loss: 0.0311563 | val_loss: 0.0311718 | Time: 3001.19 ms [2022-01-16 11:51:15 main:574] : INFO : Epoch 1563 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 3134.53 ms [2022-01-16 11:51:18 main:574] : INFO : Epoch 1564 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 3096.04 ms [2022-01-16 11:51:21 main:574] : INFO : Epoch 1565 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 3323.45 ms [2022-01-16 11:51:24 main:574] : INFO : Epoch 1566 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 3107.95 ms [2022-01-16 11:51:27 main:574] : INFO : Epoch 1567 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 3040.37 ms [2022-01-16 11:51:31 main:574] : INFO : Epoch 1568 | loss: 0.0311561 | val_loss: 0.0311686 | Time: 3397.85 ms [2022-01-16 11:51:34 main:574] : INFO : Epoch 1569 | loss: 0.0311544 | val_loss: 0.0311719 | Time: 3051.84 ms [2022-01-16 11:51:37 main:574] : INFO : Epoch 1570 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 3583.86 ms [2022-01-16 11:51:41 main:574] : INFO : Epoch 1571 | loss: 0.031155 | val_loss: 0.0311688 | Time: 3912.42 ms [2022-01-16 11:51:45 main:574] : INFO : Epoch 1572 | loss: 0.0311555 | val_loss: 0.031172 | Time: 3342.4 ms [2022-01-16 11:51:48 main:574] : INFO : Epoch 1573 | loss: 0.031155 | val_loss: 0.0311699 | Time: 3134.2 ms [2022-01-16 11:51:52 main:574] : INFO : Epoch 1574 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 3898.34 ms [2022-01-16 11:51:55 main:574] : INFO : Epoch 1575 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 3271.77 ms [2022-01-16 11:51:58 main:574] : INFO : Epoch 1576 | loss: 0.0311563 | val_loss: 0.0311711 | Time: 3280.67 ms [2022-01-16 11:52:03 main:574] : INFO : Epoch 1577 | loss: 0.0311551 | val_loss: 0.0311751 | Time: 4460.69 ms [2022-01-16 11:52:06 main:574] : INFO : Epoch 1578 | loss: 0.0311589 | val_loss: 0.0311739 | Time: 3376.57 ms [2022-01-16 11:52:10 main:574] : INFO : Epoch 1579 | loss: 0.031158 | val_loss: 0.0311688 | Time: 3417.34 ms [2022-01-16 11:52:13 main:574] : INFO : Epoch 1580 | loss: 0.0311546 | val_loss: 0.0311714 | Time: 3591.67 ms [2022-01-16 11:52:17 main:574] : INFO : Epoch 1581 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 3277.54 ms [2022-01-16 11:52:20 main:574] : INFO : Epoch 1582 | loss: 0.0311557 | val_loss: 0.031174 | Time: 3505.27 ms [2022-01-16 11:52:23 main:574] : INFO : Epoch 1583 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 3320.56 ms [2022-01-16 11:52:27 main:574] : INFO : Epoch 1584 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 3587.75 ms [2022-01-16 11:52:30 main:574] : INFO : Epoch 1585 | loss: 0.0311544 | val_loss: 0.0311737 | Time: 3438.5 ms [2022-01-16 11:52:34 main:574] : INFO : Epoch 1586 | loss: 0.0311543 | val_loss: 0.0311687 | Time: 3155.13 ms [2022-01-16 11:52:37 main:574] : INFO : Epoch 1587 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 3818.38 ms [2022-01-16 11:52:41 main:574] : INFO : Epoch 1588 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 3426.94 ms [2022-01-16 11:52:44 main:574] : INFO : Epoch 1589 | loss: 0.0311555 | val_loss: 0.0311721 | Time: 3212.58 ms [2022-01-16 11:52:48 main:574] : INFO : Epoch 1590 | loss: 0.0311541 | val_loss: 0.0311692 | Time: 3876.55 ms [2022-01-16 11:52:51 main:574] : INFO : Epoch 1591 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 3217.34 ms [2022-01-16 11:52:55 main:574] : INFO : Epoch 1592 | loss: 0.0311546 | val_loss: 0.0311695 | Time: 3492.37 ms [2022-01-16 11:52:58 main:574] : INFO : Epoch 1593 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 3602.13 ms [2022-01-16 11:53:02 main:574] : INFO : Epoch 1594 | loss: 0.0311534 | val_loss: 0.0311707 | Time: 3211.08 ms [2022-01-16 11:53:05 main:574] : INFO : Epoch 1595 | loss: 0.0311538 | val_loss: 0.031173 | Time: 3416.03 ms [2022-01-16 11:53:09 main:574] : INFO : Epoch 1596 | loss: 0.0311557 | val_loss: 0.031169 | Time: 3648.4 ms [2022-01-16 11:53:12 main:574] : INFO : Epoch 1597 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 3215.81 ms [2022-01-16 11:53:15 main:574] : INFO : Epoch 1598 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 3312.35 ms [2022-01-16 11:53:19 main:574] : INFO : Epoch 1599 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 3347 ms [2022-01-16 11:53:22 main:574] : INFO : Epoch 1600 | loss: 0.0311544 | val_loss: 0.0311698 | Time: 3667.33 ms [2022-01-16 11:53:26 main:574] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 3407.78 ms [2022-01-16 11:53:29 main:574] : INFO : Epoch 1602 | loss: 0.0311539 | val_loss: 0.0311689 | Time: 3042.48 ms [2022-01-16 11:53:32 main:574] : INFO : Epoch 1603 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 3746.91 ms [2022-01-16 11:53:36 main:574] : INFO : Epoch 1604 | loss: 0.0311534 | val_loss: 0.0311707 | Time: 3326.48 ms [2022-01-16 11:53:39 main:574] : INFO : Epoch 1605 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 3074.91 ms [2022-01-16 11:53:43 main:574] : INFO : Epoch 1606 | loss: 0.0311543 | val_loss: 0.0311753 | Time: 3718.34 ms [2022-01-16 11:53:46 main:574] : INFO : Epoch 1607 | loss: 0.0311545 | val_loss: 0.0311696 | Time: 3185.96 ms [2022-01-16 11:53:49 main:574] : INFO : Epoch 1608 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 3149.68 ms [2022-01-16 11:53:53 main:574] : INFO : Epoch 1609 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 3811.76 ms [2022-01-16 11:53:56 main:574] : INFO : Epoch 1610 | loss: 0.0311527 | val_loss: 0.0311689 | Time: 3148.95 ms [2022-01-16 11:53:59 main:574] : INFO : Epoch 1611 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 3431.86 ms [2022-01-16 11:54:03 main:574] : INFO : Epoch 1612 | loss: 0.0311564 | val_loss: 0.0311741 | Time: 3446.78 ms [2022-01-16 11:54:06 main:574] : INFO : Epoch 1613 | loss: 0.0311576 | val_loss: 0.0311826 | Time: 3370.97 ms [2022-01-16 11:54:10 main:574] : INFO : Epoch 1614 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 3530.59 ms [2022-01-16 11:54:13 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 3378.93 ms [2022-01-16 11:54:17 main:574] : INFO : Epoch 1616 | loss: 0.0311534 | val_loss: 0.0311689 | Time: 3571.88 ms [2022-01-16 11:54:20 main:574] : INFO : Epoch 1617 | loss: 0.0311547 | val_loss: 0.0311711 | Time: 3405.5 ms [2022-01-16 11:54:23 main:574] : INFO : Epoch 1618 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 3246.35 ms [2022-01-16 11:54:27 main:574] : INFO : Epoch 1619 | loss: 0.0311546 | val_loss: 0.0311719 | Time: 3615.95 ms [2022-01-16 11:54:30 main:574] : INFO : Epoch 1620 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 3470.67 ms [2022-01-16 11:54:34 main:574] : INFO : Epoch 1621 | loss: 0.0311533 | val_loss: 0.0311715 | Time: 3213.25 ms [2022-01-16 11:54:37 main:574] : INFO : Epoch 1622 | loss: 0.0311545 | val_loss: 0.0311728 | Time: 3806.9 ms [2022-01-16 11:54:41 main:574] : INFO : Epoch 1623 | loss: 0.031153 | val_loss: 0.0311747 | Time: 3372.74 ms [2022-01-16 11:54:44 main:574] : INFO : Epoch 1624 | loss: 0.0311534 | val_loss: 0.0311699 | Time: 3365.46 ms [2022-01-16 11:54:48 main:574] : INFO : Epoch 1625 | loss: 0.0311529 | val_loss: 0.0311711 | Time: 3793.22 ms [2022-01-16 11:54:51 main:574] : INFO : Epoch 1626 | loss: 0.0311532 | val_loss: 0.0311687 | Time: 3216.63 ms [2022-01-16 11:54:55 main:574] : INFO : Epoch 1627 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 3481.88 ms [2022-01-16 11:54:58 main:574] : INFO : Epoch 1628 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 3347.35 ms [2022-01-16 11:55:02 main:574] : INFO : Epoch 1629 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 3687.52 ms [2022-01-16 11:55:05 main:574] : INFO : Epoch 1630 | loss: 0.031153 | val_loss: 0.0311734 | Time: 3381.52 ms [2022-01-16 11:55:08 main:574] : INFO : Epoch 1631 | loss: 0.0311529 | val_loss: 0.03117 | Time: 3306.7 ms [2022-01-16 11:55:12 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.031174 | Time: 3723.14 ms [2022-01-16 11:55:16 main:574] : INFO : Epoch 1633 | loss: 0.0311524 | val_loss: 0.0311701 | Time: 3388.58 ms [2022-01-16 11:55:19 main:574] : INFO : Epoch 1634 | loss: 0.0311524 | val_loss: 0.0311705 | Time: 3164.45 ms [2022-01-16 11:55:23 main:574] : INFO : Epoch 1635 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 3817.79 ms [2022-01-16 11:55:26 main:574] : INFO : Epoch 1636 | loss: 0.0311548 | val_loss: 0.03117 | Time: 3554.3 ms [2022-01-16 11:55:29 main:574] : INFO : Epoch 1637 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 3212.1 ms [2022-01-16 11:55:33 main:574] : INFO : Epoch 1638 | loss: 0.0311543 | val_loss: 0.031171 | Time: 3736.14 ms [2022-01-16 11:55:36 main:574] : INFO : Epoch 1639 | loss: 0.0311528 | val_loss: 0.0311701 | Time: 3274.43 ms [2022-01-16 11:55:40 main:574] : INFO : Epoch 1640 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 3379.86 ms [2022-01-16 11:55:43 main:574] : INFO : Epoch 1641 | loss: 0.0311556 | val_loss: 0.0311711 | Time: 3561.48 ms [2022-01-16 11:55:46 main:574] : INFO : Epoch 1642 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 3161.64 ms [2022-01-16 11:55:50 main:574] : INFO : Epoch 1643 | loss: 0.031157 | val_loss: 0.0311697 | Time: 3443.52 ms [2022-01-16 11:55:53 main:574] : INFO : Epoch 1644 | loss: 0.0311561 | val_loss: 0.0311684 | Time: 3254.94 ms [2022-01-16 11:55:57 main:574] : INFO : Epoch 1645 | loss: 0.0311549 | val_loss: 0.0311713 | Time: 3783.36 ms [2022-01-16 11:56:00 main:574] : INFO : Epoch 1646 | loss: 0.0311548 | val_loss: 0.0311706 | Time: 3432.93 ms [2022-01-16 11:56:04 main:574] : INFO : Epoch 1647 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 3217.52 ms [2022-01-16 11:56:08 main:574] : INFO : Epoch 1648 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 3862.53 ms [2022-01-16 11:56:11 main:574] : INFO : Epoch 1649 | loss: 0.0311535 | val_loss: 0.0311689 | Time: 3237.86 ms [2022-01-16 11:56:14 main:574] : INFO : Epoch 1650 | loss: 0.0311538 | val_loss: 0.0311703 | Time: 3329.61 ms [2022-01-16 11:56:18 main:574] : INFO : Epoch 1651 | loss: 0.0311529 | val_loss: 0.031169 | Time: 3788.07 ms [2022-01-16 11:56:21 main:574] : INFO : Epoch 1652 | loss: 0.0311536 | val_loss: 0.0311753 | Time: 3233.61 ms [2022-01-16 11:56:25 main:574] : INFO : Epoch 1653 | loss: 0.0311529 | val_loss: 0.0311699 | Time: 3377.7 ms [2022-01-16 11:56:28 main:574] : INFO : Epoch 1654 | loss: 0.0311528 | val_loss: 0.0311707 | Time: 3657.18 ms [2022-01-16 11:56:31 main:574] : INFO : Epoch 1655 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 3073.64 ms [2022-01-16 11:56:35 main:574] : INFO : Epoch 1656 | loss: 0.0311517 | val_loss: 0.0311725 | Time: 3492.84 ms [2022-01-16 11:56:38 main:574] : INFO : Epoch 1657 | loss: 0.0311527 | val_loss: 0.0311752 | Time: 3584.92 ms [2022-01-16 11:56:42 main:574] : INFO : Epoch 1658 | loss: 0.0311525 | val_loss: 0.0311699 | Time: 3401.11 ms [2022-01-16 11:56:45 main:574] : INFO : Epoch 1659 | loss: 0.0311521 | val_loss: 0.0311736 | Time: 3439.17 ms [2022-01-16 11:56:48 main:574] : INFO : Epoch 1660 | loss: 0.0311515 | val_loss: 0.0311758 | Time: 3093.47 ms [2022-01-16 11:56:52 main:574] : INFO : Epoch 1661 | loss: 0.0311548 | val_loss: 0.0311753 | Time: 3826.82 ms [2022-01-16 11:56:56 main:574] : INFO : Epoch 1662 | loss: 0.0311543 | val_loss: 0.0311755 | Time: 3351.01 ms [2022-01-16 11:56:59 main:574] : INFO : Epoch 1663 | loss: 0.0311577 | val_loss: 0.0311814 | Time: 3244.29 ms [2022-01-16 11:57:02 main:574] : INFO : Epoch 1664 | loss: 0.031156 | val_loss: 0.0311703 | Time: 3640.97 ms [2022-01-16 11:57:06 main:574] : INFO : Epoch 1665 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 3326.11 ms [2022-01-16 11:57:09 main:574] : INFO : Epoch 1666 | loss: 0.0311537 | val_loss: 0.0311739 | Time: 3399.27 ms [2022-01-16 11:57:13 main:574] : INFO : Epoch 1667 | loss: 0.0311524 | val_loss: 0.03117 | Time: 3867.01 ms [2022-01-16 11:57:16 main:574] : INFO : Epoch 1668 | loss: 0.0311517 | val_loss: 0.031171 | Time: 3087.83 ms [2022-01-16 11:57:20 main:574] : INFO : Epoch 1669 | loss: 0.0311518 | val_loss: 0.0311708 | Time: 3557.91 ms [2022-01-16 11:57:23 main:574] : INFO : Epoch 1670 | loss: 0.031152 | val_loss: 0.0311704 | Time: 3621.95 ms [2022-01-16 11:57:27 main:574] : INFO : Epoch 1671 | loss: 0.0311516 | val_loss: 0.0311699 | Time: 3320.68 ms [2022-01-16 11:57:30 main:574] : INFO : Epoch 1672 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 3413.56 ms [2022-01-16 11:57:34 main:574] : INFO : Epoch 1673 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 3556.22 ms [2022-01-16 11:57:37 main:574] : INFO : Epoch 1674 | loss: 0.0311518 | val_loss: 0.0311728 | Time: 3369.57 ms [2022-01-16 11:57:40 main:574] : INFO : Epoch 1675 | loss: 0.031153 | val_loss: 0.0311729 | Time: 3479.88 ms [2022-01-16 11:57:44 main:574] : INFO : Epoch 1676 | loss: 0.0311525 | val_loss: 0.0311716 | Time: 3229.16 ms [2022-01-16 11:57:48 main:574] : INFO : Epoch 1677 | loss: 0.0311509 | val_loss: 0.0311706 | Time: 3778.41 ms [2022-01-16 11:57:51 main:574] : INFO : Epoch 1678 | loss: 0.0311512 | val_loss: 0.0311708 | Time: 3258.99 ms [2022-01-16 11:57:54 main:574] : INFO : Epoch 1679 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 3493.92 ms [2022-01-16 11:57:58 main:574] : INFO : Epoch 1680 | loss: 0.0311532 | val_loss: 0.0311707 | Time: 3697.16 ms [2022-01-16 11:58:01 main:574] : INFO : Epoch 1681 | loss: 0.0311518 | val_loss: 0.0311712 | Time: 3272.16 ms [2022-01-16 11:58:05 main:574] : INFO : Epoch 1682 | loss: 0.0311515 | val_loss: 0.0311694 | Time: 3470.8 ms [2022-01-16 11:58:08 main:574] : INFO : Epoch 1683 | loss: 0.0311515 | val_loss: 0.0311703 | Time: 3658.34 ms [2022-01-16 11:58:12 main:574] : INFO : Epoch 1684 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 3298.61 ms [2022-01-16 11:58:15 main:574] : INFO : Epoch 1685 | loss: 0.0311513 | val_loss: 0.0311732 | Time: 3552.21 ms [2022-01-16 11:58:19 main:574] : INFO : Epoch 1686 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 3579.55 ms [2022-01-16 11:58:22 main:574] : INFO : Epoch 1687 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 3473.21 ms [2022-01-16 11:58:26 main:574] : INFO : Epoch 1688 | loss: 0.0311513 | val_loss: 0.0311721 | Time: 3402.37 ms [2022-01-16 11:58:29 main:574] : INFO : Epoch 1689 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 3522.06 ms [2022-01-16 11:58:33 main:574] : INFO : Epoch 1690 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 3617.41 ms [2022-01-16 11:58:36 main:574] : INFO : Epoch 1691 | loss: 0.031152 | val_loss: 0.0311717 | Time: 3245.74 ms [2022-01-16 11:58:40 main:574] : INFO : Epoch 1692 | loss: 0.0311516 | val_loss: 0.0311712 | Time: 3673.15 ms [2022-01-16 11:58:43 main:574] : INFO : Epoch 1693 | loss: 0.0311531 | val_loss: 0.0311741 | Time: 3468.12 ms [2022-01-16 11:58:47 main:574] : INFO : Epoch 1694 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 3211.23 ms [2022-01-16 11:58:50 main:574] : INFO : Epoch 1695 | loss: 0.0311516 | val_loss: 0.0311738 | Time: 3433.84 ms [2022-01-16 11:58:54 main:574] : INFO : Epoch 1696 | loss: 0.0311525 | val_loss: 0.03117 | Time: 3688.56 ms [2022-01-16 11:58:57 main:574] : INFO : Epoch 1697 | loss: 0.0311553 | val_loss: 0.0311801 | Time: 3126.37 ms [2022-01-16 11:59:00 main:574] : INFO : Epoch 1698 | loss: 0.0311533 | val_loss: 0.031171 | Time: 3472.69 ms [2022-01-16 11:59:04 main:574] : INFO : Epoch 1699 | loss: 0.0311508 | val_loss: 0.0311725 | Time: 3669.64 ms [2022-01-16 11:59:07 main:574] : INFO : Epoch 1700 | loss: 0.0311517 | val_loss: 0.0311696 | Time: 3419.46 ms [2022-01-16 11:59:11 main:574] : INFO : Epoch 1701 | loss: 0.031153 | val_loss: 0.031173 | Time: 3348.41 ms [2022-01-16 11:59:14 main:574] : INFO : Epoch 1702 | loss: 0.0311523 | val_loss: 0.0311704 | Time: 3519.33 ms [2022-01-16 11:59:18 main:574] : INFO : Epoch 1703 | loss: 0.0311516 | val_loss: 0.0311708 | Time: 3511.26 ms [2022-01-16 11:59:21 main:574] : INFO : Epoch 1704 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 3481.77 ms [2022-01-16 11:59:25 main:574] : INFO : Epoch 1705 | loss: 0.0311516 | val_loss: 0.0311727 | Time: 3716.71 ms [2022-01-16 11:59:28 main:574] : INFO : Epoch 1706 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 3523.3 ms [2022-01-16 11:59:32 main:574] : INFO : Epoch 1707 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 3222.85 ms [2022-01-16 11:59:36 main:574] : INFO : Epoch 1708 | loss: 0.0311525 | val_loss: 0.0311697 | Time: 3770.83 ms [2022-01-16 11:59:39 main:574] : INFO : Epoch 1709 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 3387.51 ms [2022-01-16 11:59:42 main:574] : INFO : Epoch 1710 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 3160.03 ms [2022-01-16 11:59:46 main:574] : INFO : Epoch 1711 | loss: 0.0311511 | val_loss: 0.0311704 | Time: 3696.51 ms [2022-01-16 11:59:49 main:574] : INFO : Epoch 1712 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 3470.37 ms [2022-01-16 11:59:53 main:574] : INFO : Epoch 1713 | loss: 0.0311548 | val_loss: 0.031191 | Time: 3373.27 ms [2022-01-16 11:59:56 main:574] : INFO : Epoch 1714 | loss: 0.0311549 | val_loss: 0.0311743 | Time: 3418.54 ms [2022-01-16 12:00:00 main:574] : INFO : Epoch 1715 | loss: 0.0311562 | val_loss: 0.0311745 | Time: 3553.99 ms [2022-01-16 12:00:03 main:574] : INFO : Epoch 1716 | loss: 0.0311526 | val_loss: 0.0311701 | Time: 3471.73 ms [2022-01-16 12:00:06 main:574] : INFO : Epoch 1717 | loss: 0.0311514 | val_loss: 0.0311814 | Time: 3330.18 ms [2022-01-16 12:00:10 main:574] : INFO : Epoch 1718 | loss: 0.0311559 | val_loss: 0.0311736 | Time: 3470.65 ms [2022-01-16 12:00:13 main:574] : INFO : Epoch 1719 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 3377.06 ms [2022-01-16 12:00:17 main:574] : INFO : Epoch 1720 | loss: 0.0311519 | val_loss: 0.031173 | Time: 3256.65 ms [2022-01-16 12:00:20 main:574] : INFO : Epoch 1721 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 3682.69 ms [2022-01-16 12:00:24 main:574] : INFO : Epoch 1722 | loss: 0.0311507 | val_loss: 0.031172 | Time: 3385.64 ms [2022-01-16 12:00:27 main:574] : INFO : Epoch 1723 | loss: 0.0311514 | val_loss: 0.0311724 | Time: 3218.35 ms [2022-01-16 12:00:31 main:574] : INFO : Epoch 1724 | loss: 0.0311507 | val_loss: 0.0311701 | Time: 3815.26 ms [2022-01-16 12:00:34 main:574] : INFO : Epoch 1725 | loss: 0.0311502 | val_loss: 0.0311713 | Time: 3428.04 ms [2022-01-16 12:00:37 main:574] : INFO : Epoch 1726 | loss: 0.031151 | val_loss: 0.0311725 | Time: 3280.75 ms [2022-01-16 12:00:41 main:574] : INFO : Epoch 1727 | loss: 0.0311537 | val_loss: 0.0311696 | Time: 3794.42 ms [2022-01-16 12:00:44 main:574] : INFO : Epoch 1728 | loss: 0.0311523 | val_loss: 0.0311722 | Time: 3200.64 ms [2022-01-16 12:00:48 main:574] : INFO : Epoch 1729 | loss: 0.0311515 | val_loss: 0.031177 | Time: 3275.06 ms [2022-01-16 12:00:51 main:574] : INFO : Epoch 1730 | loss: 0.0311523 | val_loss: 0.0311723 | Time: 3432.67 ms [2022-01-16 12:00:55 main:574] : INFO : Epoch 1731 | loss: 0.031152 | val_loss: 0.0311729 | Time: 3556.67 ms [2022-01-16 12:00:58 main:574] : INFO : Epoch 1732 | loss: 0.0311512 | val_loss: 0.0311741 | Time: 3307.61 ms [2022-01-16 12:01:01 main:574] : INFO : Epoch 1733 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 3447.85 ms [2022-01-16 12:01:05 main:574] : INFO : Epoch 1734 | loss: 0.0311545 | val_loss: 0.0311719 | Time: 3428.67 ms [2022-01-16 12:01:08 main:574] : INFO : Epoch 1735 | loss: 0.0311541 | val_loss: 0.0311724 | Time: 3417.56 ms [2022-01-16 12:01:12 main:574] : INFO : Epoch 1736 | loss: 0.0311521 | val_loss: 0.0311696 | Time: 3279.23 ms [2022-01-16 12:01:15 main:574] : INFO : Epoch 1737 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 3608.52 ms [2022-01-16 12:01:19 main:574] : INFO : Epoch 1738 | loss: 0.0311502 | val_loss: 0.0311709 | Time: 3450.2 ms [2022-01-16 12:01:22 main:574] : INFO : Epoch 1739 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 3200.35 ms [2022-01-16 12:01:26 main:574] : INFO : Epoch 1740 | loss: 0.0311507 | val_loss: 0.0311779 | Time: 3693.28 ms [2022-01-16 12:01:29 main:574] : INFO : Epoch 1741 | loss: 0.0311539 | val_loss: 0.0311864 | Time: 3399.11 ms [2022-01-16 12:01:32 main:574] : INFO : Epoch 1742 | loss: 0.031157 | val_loss: 0.0311719 | Time: 3068.21 ms [2022-01-16 12:01:36 main:574] : INFO : Epoch 1743 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 3978.3 ms [2022-01-16 12:01:39 main:574] : INFO : Epoch 1744 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 3157.87 ms [2022-01-16 12:01:42 main:574] : INFO : Epoch 1745 | loss: 0.0311504 | val_loss: 0.0311772 | Time: 3076.67 ms [2022-01-16 12:01:46 main:574] : INFO : Epoch 1746 | loss: 0.031153 | val_loss: 0.0311752 | Time: 3267.79 ms [2022-01-16 12:01:49 main:574] : INFO : Epoch 1747 | loss: 0.0311562 | val_loss: 0.0311846 | Time: 3281.29 ms [2022-01-16 12:01:52 main:574] : INFO : Epoch 1748 | loss: 0.0311536 | val_loss: 0.0311734 | Time: 3211.36 ms [2022-01-16 12:01:55 main:574] : INFO : Epoch 1749 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 3161.44 ms [2022-01-16 12:01:59 main:574] : INFO : Epoch 1750 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 3286.4 ms [2022-01-16 12:02:02 main:574] : INFO : Epoch 1751 | loss: 0.0311509 | val_loss: 0.0311739 | Time: 3223.64 ms [2022-01-16 12:02:05 main:574] : INFO : Epoch 1752 | loss: 0.0311511 | val_loss: 0.0311711 | Time: 3035.71 ms [2022-01-16 12:02:08 main:574] : INFO : Epoch 1753 | loss: 0.0311504 | val_loss: 0.0311705 | Time: 3345.84 ms [2022-01-16 12:02:11 main:574] : INFO : Epoch 1754 | loss: 0.0311506 | val_loss: 0.0311747 | Time: 3212.74 ms [2022-01-16 12:02:14 main:574] : INFO : Epoch 1755 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 2836.06 ms [2022-01-16 12:02:18 main:574] : INFO : Epoch 1756 | loss: 0.0311538 | val_loss: 0.0311705 | Time: 3588.97 ms [2022-01-16 12:02:21 main:574] : INFO : Epoch 1757 | loss: 0.03115 | val_loss: 0.03117 | Time: 2996.64 ms [2022-01-16 12:02:24 main:574] : INFO : Epoch 1758 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 3001.04 ms [2022-01-16 12:02:27 main:574] : INFO : Epoch 1759 | loss: 0.0311493 | val_loss: 0.0311711 | Time: 3470.76 ms [2022-01-16 12:02:30 main:574] : INFO : Epoch 1760 | loss: 0.0311498 | val_loss: 0.0311717 | Time: 2881.25 ms [2022-01-16 12:02:33 main:574] : INFO : Epoch 1761 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 2976.64 ms [2022-01-16 12:02:37 main:574] : INFO : Epoch 1762 | loss: 0.031151 | val_loss: 0.031172 | Time: 3482.58 ms [2022-01-16 12:02:40 main:574] : INFO : Epoch 1763 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 2990.24 ms [2022-01-16 12:02:43 main:574] : INFO : Epoch 1764 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 3045.86 ms [2022-01-16 12:02:46 main:574] : INFO : Epoch 1765 | loss: 0.0311506 | val_loss: 0.031171 | Time: 3154.66 ms [2022-01-16 12:02:49 main:574] : INFO : Epoch 1766 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 3199.86 ms [2022-01-16 12:02:52 main:574] : INFO : Epoch 1767 | loss: 0.0311517 | val_loss: 0.0311736 | Time: 3173.48 ms [2022-01-16 12:02:55 main:574] : INFO : Epoch 1768 | loss: 0.0311499 | val_loss: 0.0311699 | Time: 3037.12 ms [2022-01-16 12:02:59 main:574] : INFO : Epoch 1769 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 3394.91 ms [2022-01-16 12:03:02 main:574] : INFO : Epoch 1770 | loss: 0.0311511 | val_loss: 0.0311702 | Time: 3106.03 ms [2022-01-16 12:03:05 main:574] : INFO : Epoch 1771 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 3018.07 ms [2022-01-16 12:03:08 main:574] : INFO : Epoch 1772 | loss: 0.0311495 | val_loss: 0.0311732 | Time: 3425.77 ms [2022-01-16 12:03:11 main:574] : INFO : Epoch 1773 | loss: 0.0311517 | val_loss: 0.0311703 | Time: 3068.66 ms [2022-01-16 12:03:14 main:574] : INFO : Epoch 1774 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 2954.91 ms [2022-01-16 12:03:18 main:574] : INFO : Epoch 1775 | loss: 0.0311499 | val_loss: 0.031177 | Time: 3589.72 ms [2022-01-16 12:03:21 main:574] : INFO : Epoch 1776 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 3040.04 ms [2022-01-16 12:03:24 main:574] : INFO : Epoch 1777 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 3016.91 ms [2022-01-16 12:03:28 main:574] : INFO : Epoch 1778 | loss: 0.0311495 | val_loss: 0.031171 | Time: 3563.7 ms [2022-01-16 12:03:31 main:574] : INFO : Epoch 1779 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 3050.84 ms [2022-01-16 12:03:34 main:574] : INFO : Epoch 1780 | loss: 0.0311494 | val_loss: 0.0311712 | Time: 3172.54 ms [2022-01-16 12:03:37 main:574] : INFO : Epoch 1781 | loss: 0.0311512 | val_loss: 0.0311764 | Time: 3441.63 ms [2022-01-16 12:03:40 main:574] : INFO : Epoch 1782 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 2919.61 ms [2022-01-16 12:03:43 main:574] : INFO : Epoch 1783 | loss: 0.0311498 | val_loss: 0.0311706 | Time: 3209 ms [2022-01-16 12:03:47 main:574] : INFO : Epoch 1784 | loss: 0.03115 | val_loss: 0.0311727 | Time: 3311.24 ms [2022-01-16 12:03:50 main:574] : INFO : Epoch 1785 | loss: 0.0311515 | val_loss: 0.0311719 | Time: 3169.63 ms [2022-01-16 12:03:53 main:574] : INFO : Epoch 1786 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 3229.86 ms [2022-01-16 12:03:56 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311721 | Time: 2883.83 ms [2022-01-16 12:04:00 main:574] : INFO : Epoch 1788 | loss: 0.0311563 | val_loss: 0.0311756 | Time: 3588.49 ms [2022-01-16 12:04:03 main:574] : INFO : Epoch 1789 | loss: 0.0311552 | val_loss: 0.0311725 | Time: 3017.8 ms [2022-01-16 12:04:06 main:574] : INFO : Epoch 1790 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 2889.88 ms [2022-01-16 12:04:09 main:574] : INFO : Epoch 1791 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 3453.34 ms [2022-01-16 12:04:12 main:574] : INFO : Epoch 1792 | loss: 0.0311506 | val_loss: 0.0311741 | Time: 3049.84 ms [2022-01-16 12:04:15 main:574] : INFO : Epoch 1793 | loss: 0.0311522 | val_loss: 0.0311725 | Time: 3092.9 ms [2022-01-16 12:04:19 main:574] : INFO : Epoch 1794 | loss: 0.0311515 | val_loss: 0.0311735 | Time: 3477.67 ms [2022-01-16 12:04:22 main:574] : INFO : Epoch 1795 | loss: 0.0311504 | val_loss: 0.0311701 | Time: 2891.53 ms [2022-01-16 12:04:25 main:574] : INFO : Epoch 1796 | loss: 0.0311496 | val_loss: 0.0311731 | Time: 3181.08 ms [2022-01-16 12:04:28 main:574] : INFO : Epoch 1797 | loss: 0.0311512 | val_loss: 0.0311784 | Time: 3293.01 ms [2022-01-16 12:04:31 main:574] : INFO : Epoch 1798 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 2880.76 ms [2022-01-16 12:04:34 main:574] : INFO : Epoch 1799 | loss: 0.0311522 | val_loss: 0.031172 | Time: 3279.12 ms [2022-01-16 12:04:38 main:574] : INFO : Epoch 1800 | loss: 0.0311509 | val_loss: 0.0311787 | Time: 3361.87 ms [2022-01-16 12:04:41 main:574] : INFO : Epoch 1801 | loss: 0.0311525 | val_loss: 0.0311723 | Time: 3020.23 ms [2022-01-16 12:04:44 main:574] : INFO : Epoch 1802 | loss: 0.0311489 | val_loss: 0.0311733 | Time: 3130.39 ms [2022-01-16 12:04:47 main:574] : INFO : Epoch 1803 | loss: 0.0311493 | val_loss: 0.0311717 | Time: 3280 ms [2022-01-16 12:04:51 main:574] : INFO : Epoch 1804 | loss: 0.0311495 | val_loss: 0.0311726 | Time: 3793.46 ms [2022-01-16 12:04:54 main:574] : INFO : Epoch 1805 | loss: 0.0311494 | val_loss: 0.0311711 | Time: 3377.13 ms [2022-01-16 12:04:57 main:574] : INFO : Epoch 1806 | loss: 0.0311503 | val_loss: 0.0311727 | Time: 3236.57 ms [2022-01-16 12:05:01 main:574] : INFO : Epoch 1807 | loss: 0.0311507 | val_loss: 0.031171 | Time: 3107.22 ms [2022-01-16 12:05:04 main:574] : INFO : Epoch 1808 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 3003.05 ms [2022-01-16 12:05:07 main:574] : INFO : Epoch 1809 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 3378.87 ms [2022-01-16 12:05:10 main:574] : INFO : Epoch 1810 | loss: 0.0311504 | val_loss: 0.0311712 | Time: 3147.98 ms [2022-01-16 12:05:13 main:574] : INFO : Epoch 1811 | loss: 0.0311513 | val_loss: 0.0311714 | Time: 2913.63 ms [2022-01-16 12:05:16 main:574] : INFO : Epoch 1812 | loss: 0.0311514 | val_loss: 0.0311737 | Time: 3025.6 ms [2022-01-16 12:05:20 main:574] : INFO : Epoch 1813 | loss: 0.0311495 | val_loss: 0.0311714 | Time: 3514.23 ms [2022-01-16 12:05:23 main:574] : INFO : Epoch 1814 | loss: 0.0311488 | val_loss: 0.0311724 | Time: 2996.16 ms [2022-01-16 12:05:26 main:574] : INFO : Epoch 1815 | loss: 0.0311511 | val_loss: 0.0311724 | Time: 3354.85 ms [2022-01-16 12:05:29 main:574] : INFO : Epoch 1816 | loss: 0.0311498 | val_loss: 0.031172 | Time: 3447.45 ms [2022-01-16 12:05:32 main:574] : INFO : Epoch 1817 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 2951.54 ms [2022-01-16 12:05:36 main:574] : INFO : Epoch 1818 | loss: 0.0311495 | val_loss: 0.0311711 | Time: 3295.75 ms [2022-01-16 12:05:39 main:574] : INFO : Epoch 1819 | loss: 0.0311497 | val_loss: 0.0311721 | Time: 3321.72 ms [2022-01-16 12:05:42 main:574] : INFO : Epoch 1820 | loss: 0.031149 | val_loss: 0.031173 | Time: 2971.14 ms [2022-01-16 12:05:45 main:574] : INFO : Epoch 1821 | loss: 0.0311506 | val_loss: 0.0311726 | Time: 3160.94 ms [2022-01-16 12:05:48 main:574] : INFO : Epoch 1822 | loss: 0.0311516 | val_loss: 0.0311729 | Time: 3339.44 ms [2022-01-16 12:05:52 main:574] : INFO : Epoch 1823 | loss: 0.0311517 | val_loss: 0.0311715 | Time: 3575.51 ms [2022-01-16 12:05:55 main:574] : INFO : Epoch 1824 | loss: 0.0311497 | val_loss: 0.0311712 | Time: 3024.93 ms [2022-01-16 12:05:58 main:574] : INFO : Epoch 1825 | loss: 0.0311506 | val_loss: 0.0311781 | Time: 3334.89 ms [2022-01-16 12:06:02 main:574] : INFO : Epoch 1826 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 3382.93 ms [2022-01-16 12:06:05 main:574] : INFO : Epoch 1827 | loss: 0.0311583 | val_loss: 0.0311982 | Time: 2902.9 ms [2022-01-16 12:06:08 main:574] : INFO : Epoch 1828 | loss: 0.031188 | val_loss: 0.0312282 | Time: 3334.95 ms [2022-01-16 12:06:11 main:574] : INFO : Epoch 1829 | loss: 0.0313092 | val_loss: 0.0319599 | Time: 3187.15 ms [2022-01-16 12:06:14 main:574] : INFO : Epoch 1830 | loss: 0.0503985 | val_loss: 0.0361434 | Time: 2807.46 ms [2022-01-16 12:06:18 main:574] : INFO : Epoch 1831 | loss: 0.0362688 | val_loss: 0.032219 | Time: 3453.7 ms [2022-01-16 12:06:21 main:574] : INFO : Epoch 1832 | loss: 0.0318827 | val_loss: 0.031476 | Time: 3068.73 ms [2022-01-16 12:06:24 main:574] : INFO : Epoch 1833 | loss: 0.031392 | val_loss: 0.031305 | Time: 2926.74 ms [2022-01-16 12:06:27 main:574] : INFO : Epoch 1834 | loss: 0.0312842 | val_loss: 0.0312676 | Time: 3589.23 ms [2022-01-16 12:06:30 main:574] : INFO : Epoch 1835 | loss: 0.03126 | val_loss: 0.031256 | Time: 3068.41 ms [2022-01-16 12:06:33 main:574] : INFO : Epoch 1836 | loss: 0.0312521 | val_loss: 0.0312514 | Time: 3132.39 ms [2022-01-16 12:06:36 main:574] : INFO : Epoch 1837 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 3026.24 ms [2022-01-16 12:06:40 main:574] : INFO : Epoch 1838 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 3338.27 ms [2022-01-16 12:06:43 main:574] : INFO : Epoch 1839 | loss: 0.0312424 | val_loss: 0.0312429 | Time: 3130.55 ms [2022-01-16 12:06:46 main:574] : INFO : Epoch 1840 | loss: 0.0312392 | val_loss: 0.0312387 | Time: 3078.53 ms [2022-01-16 12:06:49 main:574] : INFO : Epoch 1841 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 3425.74 ms [2022-01-16 12:06:53 main:574] : INFO : Epoch 1842 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 3277.07 ms [2022-01-16 12:06:56 main:574] : INFO : Epoch 1843 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 2893.16 ms [2022-01-16 12:06:59 main:574] : INFO : Epoch 1844 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 3514.78 ms [2022-01-16 12:07:02 main:574] : INFO : Epoch 1845 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 3133.97 ms [2022-01-16 12:07:05 main:574] : INFO : Epoch 1846 | loss: 0.0312147 | val_loss: 0.0312135 | Time: 2824.76 ms [2022-01-16 12:07:09 main:574] : INFO : Epoch 1847 | loss: 0.0312076 | val_loss: 0.0312058 | Time: 3450.63 ms [2022-01-16 12:07:12 main:574] : INFO : Epoch 1848 | loss: 0.0311994 | val_loss: 0.0311985 | Time: 3030.61 ms [2022-01-16 12:07:15 main:574] : INFO : Epoch 1849 | loss: 0.0311915 | val_loss: 0.0311918 | Time: 2999.79 ms [2022-01-16 12:07:18 main:574] : INFO : Epoch 1850 | loss: 0.0311849 | val_loss: 0.031186 | Time: 3418.35 ms [2022-01-16 12:07:21 main:574] : INFO : Epoch 1851 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 2949.25 ms [2022-01-16 12:07:24 main:574] : INFO : Epoch 1852 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 3115.54 ms [2022-01-16 12:07:28 main:574] : INFO : Epoch 1853 | loss: 0.031173 | val_loss: 0.0311796 | Time: 3444.44 ms [2022-01-16 12:07:31 main:574] : INFO : Epoch 1854 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 2985.99 ms [2022-01-16 12:07:34 main:574] : INFO : Epoch 1855 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 3263.03 ms [2022-01-16 12:07:37 main:574] : INFO : Epoch 1856 | loss: 0.0311704 | val_loss: 0.0311797 | Time: 3336.64 ms [2022-01-16 12:07:40 main:574] : INFO : Epoch 1857 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 3102.39 ms [2022-01-16 12:07:43 main:574] : INFO : Epoch 1858 | loss: 0.0311688 | val_loss: 0.031177 | Time: 3063.83 ms [2022-01-16 12:07:46 main:574] : INFO : Epoch 1859 | loss: 0.0311683 | val_loss: 0.0311763 | Time: 2967.1 ms [2022-01-16 12:07:50 main:574] : INFO : Epoch 1860 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 3470.19 ms [2022-01-16 12:07:53 main:574] : INFO : Epoch 1861 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 3056.74 ms [2022-01-16 12:07:56 main:574] : INFO : Epoch 1862 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 2930.65 ms [2022-01-16 12:07:59 main:574] : INFO : Epoch 1863 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 3456.64 ms [2022-01-16 12:08:02 main:574] : INFO : Epoch 1864 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 3010.85 ms [2022-01-16 12:08:05 main:574] : INFO : Epoch 1865 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 3163.56 ms [2022-01-16 12:08:09 main:574] : INFO : Epoch 1866 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 3473.8 ms [2022-01-16 12:08:12 main:574] : INFO : Epoch 1867 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 2968.21 ms [2022-01-16 12:08:15 main:574] : INFO : Epoch 1868 | loss: 0.0311657 | val_loss: 0.031174 | Time: 3087.28 ms [2022-01-16 12:08:18 main:574] : INFO : Epoch 1869 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 3452.51 ms [2022-01-16 12:08:21 main:574] : INFO : Epoch 1870 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 2802.73 ms [2022-01-16 12:08:24 main:574] : INFO : Epoch 1871 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 3210.11 ms [2022-01-16 12:08:28 main:574] : INFO : Epoch 1872 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 3375.65 ms [2022-01-16 12:08:31 main:574] : INFO : Epoch 1873 | loss: 0.0311646 | val_loss: 0.031173 | Time: 3004.15 ms [2022-01-16 12:08:34 main:574] : INFO : Epoch 1874 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 3224.85 ms [2022-01-16 12:08:37 main:574] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 3280.44 ms [2022-01-16 12:08:41 main:574] : INFO : Epoch 1876 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 3130.65 ms [2022-01-16 12:08:44 main:574] : INFO : Epoch 1877 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 3200.81 ms [2022-01-16 12:08:47 main:574] : INFO : Epoch 1878 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 2982.06 ms [2022-01-16 12:08:50 main:574] : INFO : Epoch 1879 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 3448.34 ms [2022-01-16 12:08:53 main:574] : INFO : Epoch 1880 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 3099.99 ms [2022-01-16 12:08:56 main:574] : INFO : Epoch 1881 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 2988.26 ms [2022-01-16 12:09:00 main:574] : INFO : Epoch 1882 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 3517.08 ms [2022-01-16 12:09:03 main:574] : INFO : Epoch 1883 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2932.51 ms [2022-01-16 12:09:06 main:574] : INFO : Epoch 1884 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 3142.66 ms [2022-01-16 12:09:09 main:574] : INFO : Epoch 1885 | loss: 0.0311627 | val_loss: 0.031172 | Time: 3345.5 ms [2022-01-16 12:09:12 main:574] : INFO : Epoch 1886 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 2838.73 ms [2022-01-16 12:09:15 main:574] : INFO : Epoch 1887 | loss: 0.0311629 | val_loss: 0.0311719 | Time: 3148.62 ms [2022-01-16 12:09:19 main:574] : INFO : Epoch 1888 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 3361.72 ms [2022-01-16 12:09:22 main:574] : INFO : Epoch 1889 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 2901.99 ms [2022-01-16 12:09:25 main:574] : INFO : Epoch 1890 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 3217.33 ms [2022-01-16 12:09:28 main:574] : INFO : Epoch 1891 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 3191.04 ms [2022-01-16 12:09:31 main:574] : INFO : Epoch 1892 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 3098.45 ms [2022-01-16 12:09:34 main:574] : INFO : Epoch 1893 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 3103.2 ms [2022-01-16 12:09:37 main:574] : INFO : Epoch 1894 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 3230.93 ms [2022-01-16 12:09:41 main:574] : INFO : Epoch 1895 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 3253.06 ms [2022-01-16 12:09:44 main:574] : INFO : Epoch 1896 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 3041.38 ms [2022-01-16 12:09:46 main:574] : INFO : Epoch 1897 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2799.21 ms [2022-01-16 12:09:50 main:574] : INFO : Epoch 1898 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 3519.61 ms [2022-01-16 12:09:53 main:574] : INFO : Epoch 1899 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 2938.6 ms [2022-01-16 12:09:56 main:574] : INFO : Epoch 1900 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 3103.17 ms [2022-01-16 12:09:59 main:574] : INFO : Epoch 1901 | loss: 0.0311619 | val_loss: 0.031173 | Time: 3398.62 ms [2022-01-16 12:10:02 main:574] : INFO : Epoch 1902 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 2893.31 ms [2022-01-16 12:10:05 main:574] : INFO : Epoch 1903 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 3087.72 ms [2022-01-16 12:10:09 main:574] : INFO : Epoch 1904 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 3334.09 ms [2022-01-16 12:10:12 main:574] : INFO : Epoch 1905 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 2829.95 ms [2022-01-16 12:10:15 main:574] : INFO : Epoch 1906 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 3257.68 ms [2022-01-16 12:10:18 main:574] : INFO : Epoch 1907 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 3367.25 ms [2022-01-16 12:10:21 main:574] : INFO : Epoch 1908 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 3015.78 ms [2022-01-16 12:10:25 main:574] : INFO : Epoch 1909 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 3263.98 ms [2022-01-16 12:10:28 main:574] : INFO : Epoch 1910 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 3117.76 ms [2022-01-16 12:10:31 main:574] : INFO : Epoch 1911 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 3226.1 ms [2022-01-16 12:10:34 main:574] : INFO : Epoch 1912 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 3103.53 ms [2022-01-16 12:10:37 main:574] : INFO : Epoch 1913 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 3363.01 ms [2022-01-16 12:10:41 main:574] : INFO : Epoch 1914 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 3187.67 ms [2022-01-16 12:10:44 main:574] : INFO : Epoch 1915 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 3067.96 ms [2022-01-16 12:10:47 main:574] : INFO : Epoch 1916 | loss: 0.0311612 | val_loss: 0.0311737 | Time: 3100.99 ms [2022-01-16 12:10:50 main:574] : INFO : Epoch 1917 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 3431.71 ms [2022-01-16 12:10:53 main:574] : INFO : Epoch 1918 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 2942.88 ms [2022-01-16 12:10:56 main:574] : INFO : Epoch 1919 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 3198.42 ms [2022-01-16 12:11:00 main:574] : INFO : Epoch 1920 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 3368.15 ms [2022-01-16 12:11:03 main:574] : INFO : Epoch 1921 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2916.95 ms [2022-01-16 12:11:06 main:574] : INFO : Epoch 1922 | loss: 0.0311601 | val_loss: 0.0311707 | Time: 3374.12 ms [2022-01-16 12:11:09 main:574] : INFO : Epoch 1923 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 3207.05 ms [2022-01-16 12:11:12 main:574] : INFO : Epoch 1924 | loss: 0.0311604 | val_loss: 0.0311713 | Time: 3037.65 ms [2022-01-16 12:11:16 main:574] : INFO : Epoch 1925 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 3166.67 ms [2022-01-16 12:11:19 main:574] : INFO : Epoch 1926 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 3120.74 ms [2022-01-16 12:11:22 main:574] : INFO : Epoch 1927 | loss: 0.0311606 | val_loss: 0.031172 | Time: 3076.38 ms [2022-01-16 12:11:25 main:574] : INFO : Epoch 1928 | loss: 0.0311603 | val_loss: 0.0311708 | Time: 3126.63 ms [2022-01-16 12:11:28 main:574] : INFO : Epoch 1929 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 3274.29 ms [2022-01-16 12:11:31 main:574] : INFO : Epoch 1930 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 3219.68 ms [2022-01-16 12:11:34 main:574] : INFO : Epoch 1931 | loss: 0.03116 | val_loss: 0.0311706 | Time: 3100.5 ms [2022-01-16 12:11:38 main:574] : INFO : Epoch 1932 | loss: 0.0311596 | val_loss: 0.0311723 | Time: 3692.99 ms [2022-01-16 12:11:41 main:574] : INFO : Epoch 1933 | loss: 0.0311618 | val_loss: 0.0311729 | Time: 3266.52 ms [2022-01-16 12:11:44 main:574] : INFO : Epoch 1934 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 3002.39 ms [2022-01-16 12:11:48 main:574] : INFO : Epoch 1935 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 3552.94 ms [2022-01-16 12:11:51 main:574] : INFO : Epoch 1936 | loss: 0.0311593 | val_loss: 0.031171 | Time: 3100.02 ms [2022-01-16 12:11:54 main:574] : INFO : Epoch 1937 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 3074.66 ms [2022-01-16 12:11:58 main:574] : INFO : Epoch 1938 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 3588.08 ms [2022-01-16 12:12:01 main:574] : INFO : Epoch 1939 | loss: 0.0311595 | val_loss: 0.0311716 | Time: 3345.36 ms [2022-01-16 12:12:04 main:574] : INFO : Epoch 1940 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 3163.75 ms [2022-01-16 12:12:08 main:574] : INFO : Epoch 1941 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 3477.68 ms [2022-01-16 12:12:11 main:574] : INFO : Epoch 1942 | loss: 0.031159 | val_loss: 0.0311708 | Time: 3040.42 ms [2022-01-16 12:12:14 main:574] : INFO : Epoch 1943 | loss: 0.031159 | val_loss: 0.0311703 | Time: 3205.44 ms [2022-01-16 12:12:17 main:574] : INFO : Epoch 1944 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 3191.88 ms [2022-01-16 12:12:20 main:574] : INFO : Epoch 1945 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3141.77 ms [2022-01-16 12:12:23 main:574] : INFO : Epoch 1946 | loss: 0.031159 | val_loss: 0.0311704 | Time: 3048.69 ms [2022-01-16 12:12:27 main:574] : INFO : Epoch 1947 | loss: 0.03116 | val_loss: 0.0311728 | Time: 3079.07 ms [2022-01-16 12:12:30 main:574] : INFO : Epoch 1948 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 3371.14 ms [2022-01-16 12:12:33 main:574] : INFO : Epoch 1949 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 3165.74 ms [2022-01-16 12:12:36 main:574] : INFO : Epoch 1950 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 2923.88 ms [2022-01-16 12:12:40 main:574] : INFO : Epoch 1951 | loss: 0.0311591 | val_loss: 0.0311713 | Time: 3483.09 ms [2022-01-16 12:12:43 main:574] : INFO : Epoch 1952 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 3023.24 ms [2022-01-16 12:12:46 main:574] : INFO : Epoch 1953 | loss: 0.0311591 | val_loss: 0.0311726 | Time: 2959.5 ms [2022-01-16 12:12:49 main:574] : INFO : Epoch 1954 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 3482.99 ms [2022-01-16 12:12:52 main:574] : INFO : Epoch 1955 | loss: 0.031159 | val_loss: 0.0311712 | Time: 3056.72 ms [2022-01-16 12:12:55 main:574] : INFO : Epoch 1956 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 2928.53 ms [2022-01-16 12:12:58 main:574] : INFO : Epoch 1957 | loss: 0.0311595 | val_loss: 0.031172 | Time: 3399.58 ms [2022-01-16 12:13:01 main:574] : INFO : Epoch 1958 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3078.94 ms [2022-01-16 12:13:05 main:574] : INFO : Epoch 1959 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 3074.85 ms [2022-01-16 12:13:08 main:574] : INFO : Epoch 1960 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 3400.68 ms [2022-01-16 12:13:11 main:574] : INFO : Epoch 1961 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 2777.16 ms [2022-01-16 12:13:14 main:574] : INFO : Epoch 1962 | loss: 0.0311588 | val_loss: 0.031171 | Time: 3187.1 ms [2022-01-16 12:13:17 main:574] : INFO : Epoch 1963 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 3141.38 ms [2022-01-16 12:13:20 main:574] : INFO : Epoch 1964 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 3326.72 ms [2022-01-16 12:13:24 main:574] : INFO : Epoch 1965 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 3155.42 ms [2022-01-16 12:13:27 main:574] : INFO : Epoch 1966 | loss: 0.0311586 | val_loss: 0.031171 | Time: 3145.76 ms [2022-01-16 12:13:30 main:574] : INFO : Epoch 1967 | loss: 0.031159 | val_loss: 0.0311722 | Time: 3543.9 ms [2022-01-16 12:13:33 main:574] : INFO : Epoch 1968 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 3137.35 ms [2022-01-16 12:13:37 main:574] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311731 | Time: 3059.77 ms [2022-01-16 12:13:40 main:574] : INFO : Epoch 1970 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 3503.73 ms [2022-01-16 12:13:43 main:574] : INFO : Epoch 1971 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 2950.21 ms [2022-01-16 12:13:46 main:574] : INFO : Epoch 1972 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 3115 ms [2022-01-16 12:13:50 main:574] : INFO : Epoch 1973 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 3580.28 ms [2022-01-16 12:13:53 main:574] : INFO : Epoch 1974 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 2908.74 ms [2022-01-16 12:13:56 main:574] : INFO : Epoch 1975 | loss: 0.031158 | val_loss: 0.0311717 | Time: 3428.92 ms [2022-01-16 12:13:59 main:574] : INFO : Epoch 1976 | loss: 0.0311589 | val_loss: 0.0311724 | Time: 3253.26 ms [2022-01-16 12:14:02 main:574] : INFO : Epoch 1977 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 3069.67 ms [2022-01-16 12:14:06 main:574] : INFO : Epoch 1978 | loss: 0.0311591 | val_loss: 0.0311726 | Time: 3175.23 ms [2022-01-16 12:14:09 main:574] : INFO : Epoch 1979 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 3208.29 ms [2022-01-16 12:14:12 main:574] : INFO : Epoch 1980 | loss: 0.03116 | val_loss: 0.0311711 | Time: 3225.51 ms [2022-01-16 12:14:15 main:574] : INFO : Epoch 1981 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 3108.45 ms [2022-01-16 12:14:18 main:574] : INFO : Epoch 1982 | loss: 0.0311594 | val_loss: 0.0311708 | Time: 3311.7 ms [2022-01-16 12:14:22 main:574] : INFO : Epoch 1983 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 3233.93 ms [2022-01-16 12:14:25 main:574] : INFO : Epoch 1984 | loss: 0.0311587 | val_loss: 0.03117 | Time: 3167.32 ms [2022-01-16 12:14:28 main:574] : INFO : Epoch 1985 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 3462.13 ms [2022-01-16 12:14:31 main:574] : INFO : Epoch 1986 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 3160.47 ms [2022-01-16 12:14:34 main:574] : INFO : Epoch 1987 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 2875.76 ms [2022-01-16 12:14:38 main:574] : INFO : Epoch 1988 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 3320.44 ms [2022-01-16 12:14:41 main:574] : INFO : Epoch 1989 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 3142.66 ms [2022-01-16 12:14:44 main:574] : INFO : Epoch 1990 | loss: 0.0311578 | val_loss: 0.0311703 | Time: 2917.53 ms [2022-01-16 12:14:47 main:574] : INFO : Epoch 1991 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 3293.05 ms [2022-01-16 12:14:50 main:574] : INFO : Epoch 1992 | loss: 0.0311579 | val_loss: 0.0311744 | Time: 3291.54 ms [2022-01-16 12:14:53 main:574] : INFO : Epoch 1993 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 3080.32 ms [2022-01-16 12:14:57 main:574] : INFO : Epoch 1994 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3195.22 ms [2022-01-16 12:15:00 main:574] : INFO : Epoch 1995 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 3142.34 ms [2022-01-16 12:15:03 main:574] : INFO : Epoch 1996 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 3315.87 ms [2022-01-16 12:15:06 main:574] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 3008.46 ms [2022-01-16 12:15:10 main:574] : INFO : Epoch 1998 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 3367.79 ms [2022-01-16 12:15:13 main:574] : INFO : Epoch 1999 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 3140.54 ms [2022-01-16 12:15:16 main:574] : INFO : Epoch 2000 | loss: 0.031159 | val_loss: 0.0311714 | Time: 2964.3 ms [2022-01-16 12:15:19 main:574] : INFO : Epoch 2001 | loss: 0.0311581 | val_loss: 0.0311705 | Time: 3529.03 ms [2022-01-16 12:15:22 main:574] : INFO : Epoch 2002 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 3045.16 ms [2022-01-16 12:15:25 main:574] : INFO : Epoch 2003 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 2976.43 ms [2022-01-16 12:15:29 main:574] : INFO : Epoch 2004 | loss: 0.0311569 | val_loss: 0.0311708 | Time: 3451.13 ms [2022-01-16 12:15:32 main:574] : INFO : Epoch 2005 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 3110.19 ms [2022-01-16 12:15:35 main:574] : INFO : Epoch 2006 | loss: 0.0311581 | val_loss: 0.0311741 | Time: 3124.83 ms [2022-01-16 12:15:38 main:574] : INFO : Epoch 2007 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 3388.2 ms [2022-01-16 12:15:41 main:574] : INFO : Epoch 2008 | loss: 0.0311579 | val_loss: 0.031172 | Time: 2923.75 ms [2022-01-16 12:15:44 main:574] : INFO : Epoch 2009 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 3122.7 ms [2022-01-16 12:15:48 main:574] : INFO : Epoch 2010 | loss: 0.0311577 | val_loss: 0.031171 | Time: 3145.07 ms [2022-01-16 12:15:51 main:574] : INFO : Epoch 2011 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 3138.8 ms [2022-01-16 12:15:54 main:574] : INFO : Epoch 2012 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 3296.84 ms [2022-01-16 12:15:57 main:574] : INFO : Epoch 2013 | loss: 0.0311576 | val_loss: 0.031172 | Time: 3078.82 ms [2022-01-16 12:16:01 main:574] : INFO : Epoch 2014 | loss: 0.0311577 | val_loss: 0.0311738 | Time: 3510.61 ms [2022-01-16 12:16:04 main:574] : INFO : Epoch 2015 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3202.38 ms [2022-01-16 12:16:07 main:574] : INFO : Epoch 2016 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2778.31 ms [2022-01-16 12:16:10 main:574] : INFO : Epoch 2017 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 3416.28 ms [2022-01-16 12:16:13 main:574] : INFO : Epoch 2018 | loss: 0.031157 | val_loss: 0.0311712 | Time: 3186.42 ms [2022-01-16 12:16:16 main:574] : INFO : Epoch 2019 | loss: 0.0311572 | val_loss: 0.0311743 | Time: 2882.89 ms [2022-01-16 12:16:20 main:574] : INFO : Epoch 2020 | loss: 0.0311571 | val_loss: 0.031171 | Time: 3589.19 ms [2022-01-16 12:16:23 main:574] : INFO : Epoch 2021 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 2950.96 ms [2022-01-16 12:16:26 main:574] : INFO : Epoch 2022 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 3028.53 ms [2022-01-16 12:16:29 main:574] : INFO : Epoch 2023 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 3485.51 ms [2022-01-16 12:16:32 main:574] : INFO : Epoch 2024 | loss: 0.0311562 | val_loss: 0.0311728 | Time: 2914.76 ms [2022-01-16 12:16:35 main:574] : INFO : Epoch 2025 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 3185.71 ms [2022-01-16 12:16:39 main:574] : INFO : Epoch 2026 | loss: 0.0311569 | val_loss: 0.0311714 | Time: 3338.41 ms [2022-01-16 12:16:42 main:574] : INFO : Epoch 2027 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 2927.02 ms [2022-01-16 12:16:45 main:574] : INFO : Epoch 2028 | loss: 0.0311563 | val_loss: 0.031171 | Time: 3251.89 ms [2022-01-16 12:16:48 main:574] : INFO : Epoch 2029 | loss: 0.0311552 | val_loss: 0.031171 | Time: 3331.78 ms [2022-01-16 12:16:51 main:574] : INFO : Epoch 2030 | loss: 0.031157 | val_loss: 0.0311737 | Time: 3075.35 ms [2022-01-16 12:16:54 main:574] : INFO : Epoch 2031 | loss: 0.0311565 | val_loss: 0.0311719 | Time: 3204.12 ms [2022-01-16 12:16:57 main:574] : INFO : Epoch 2032 | loss: 0.0311553 | val_loss: 0.0311712 | Time: 2872.08 ms [2022-01-16 12:17:01 main:574] : INFO : Epoch 2033 | loss: 0.0311567 | val_loss: 0.0311758 | Time: 3560.99 ms [2022-01-16 12:17:04 main:574] : INFO : Epoch 2034 | loss: 0.031157 | val_loss: 0.0311742 | Time: 3064.41 ms [2022-01-16 12:17:07 main:574] : INFO : Epoch 2035 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 2874.79 ms [2022-01-16 12:17:10 main:574] : INFO : Epoch 2036 | loss: 0.0311568 | val_loss: 0.0311803 | Time: 3452.26 ms [2022-01-16 12:17:13 main:574] : INFO : Epoch 2037 | loss: 0.0311617 | val_loss: 0.0311796 | Time: 2952.61 ms [2022-01-16 12:17:16 main:574] : INFO : Epoch 2038 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 3001.51 ms [2022-01-16 12:17:20 main:574] : INFO : Epoch 2039 | loss: 0.0311569 | val_loss: 0.031177 | Time: 3476.48 ms [2022-01-16 12:17:23 main:574] : INFO : Epoch 2040 | loss: 0.0311563 | val_loss: 0.0311716 | Time: 3092.36 ms [2022-01-16 12:17:26 main:574] : INFO : Epoch 2041 | loss: 0.031156 | val_loss: 0.0311725 | Time: 3089.12 ms [2022-01-16 12:17:29 main:574] : INFO : Epoch 2042 | loss: 0.0311567 | val_loss: 0.0311752 | Time: 3205.58 ms [2022-01-16 12:17:32 main:574] : INFO : Epoch 2043 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 2925.42 ms [2022-01-16 12:17:35 main:574] : INFO : Epoch 2044 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 3129.1 ms [2022-01-16 12:17:38 main:574] : INFO : Epoch 2045 | loss: 0.0311558 | val_loss: 0.0311732 | Time: 3176.3 ms [2022-01-16 12:17:42 main:574] : INFO : Epoch 2046 | loss: 0.031156 | val_loss: 0.0311741 | Time: 3199.79 ms [2022-01-16 12:17:45 main:574] : INFO : Epoch 2047 | loss: 0.0311546 | val_loss: 0.0311718 | Time: 3335.61 ms [2022-01-16 12:17:48 main:574] : INFO : Epoch 2048 | loss: 0.0311551 | val_loss: 0.0311727 | Time: 3141.17 ms [2022-01-16 12:17:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311727 [2022-01-16 12:17:48 main:603] : INFO : Saving end state to config to file [2022-01-16 12:17:48 main:608] : INFO : Success, exiting.. 12:17:48 (5976): 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)