Task 9551143
| Name | ParityModified-1636177632-13499-3-0_0 |
| Workunit | 6962364 |
| Created | 7 Dec 2021, 5:37:26 UTC |
| Sent | 15 Dec 2021, 1:55:59 UTC |
| Report deadline | 23 Dec 2021, 1:55:59 UTC |
| Received | 15 Dec 2021, 4:33:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6145 |
| Run time | 1 hours 36 min |
| CPU time | 1 hours 34 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,442.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 2810.47 ms [2021-12-15 03:09:09 main:574] : INFO : Epoch 1543 | loss: 0.031161 | val_loss: 0.0311679 | Time: 2814.38 ms [2021-12-15 03:09:12 main:574] : INFO : Epoch 1544 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 2809.82 ms [2021-12-15 03:09:15 main:574] : INFO : Epoch 1545 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 2806.32 ms [2021-12-15 03:09:18 main:574] : INFO : Epoch 1546 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 2810.39 ms [2021-12-15 03:09:20 main:574] : INFO : Epoch 1547 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 2814.23 ms [2021-12-15 03:09:23 main:574] : INFO : Epoch 1548 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 2807.25 ms [2021-12-15 03:09:26 main:574] : INFO : Epoch 1549 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 2810.74 ms [2021-12-15 03:09:29 main:574] : INFO : Epoch 1550 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 2811.07 ms [2021-12-15 03:09:32 main:574] : INFO : Epoch 1551 | loss: 0.0311592 | val_loss: 0.0311691 | Time: 2811.34 ms [2021-12-15 03:09:35 main:574] : INFO : Epoch 1552 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 2807.74 ms [2021-12-15 03:09:37 main:574] : INFO : Epoch 1553 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 2804.69 ms [2021-12-15 03:09:40 main:574] : INFO : Epoch 1554 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 2809.19 ms [2021-12-15 03:09:43 main:574] : INFO : Epoch 1555 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 2808.77 ms [2021-12-15 03:09:46 main:574] : INFO : Epoch 1556 | loss: 0.0311606 | val_loss: 0.0311731 | Time: 2808.14 ms [2021-12-15 03:09:49 main:574] : INFO : Epoch 1557 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 2802.59 ms [2021-12-15 03:09:51 main:574] : INFO : Epoch 1558 | loss: 0.0311594 | val_loss: 0.031169 | Time: 2807.72 ms [2021-12-15 03:09:54 main:574] : INFO : Epoch 1559 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 2805.56 ms [2021-12-15 03:09:57 main:574] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 2814.93 ms [2021-12-15 03:10:00 main:574] : INFO : Epoch 1561 | loss: 0.0311605 | val_loss: 0.0311714 | Time: 2823.55 ms [2021-12-15 03:10:03 main:574] : INFO : Epoch 1562 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 2810.31 ms [2021-12-15 03:10:05 main:574] : INFO : Epoch 1563 | loss: 0.0311585 | val_loss: 0.0311681 | Time: 2812.4 ms [2021-12-15 03:10:08 main:574] : INFO : Epoch 1564 | loss: 0.031158 | val_loss: 0.0311708 | Time: 2816.13 ms [2021-12-15 03:10:11 main:574] : INFO : Epoch 1565 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 2806.43 ms [2021-12-15 03:10:14 main:574] : INFO : Epoch 1566 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 2819.33 ms [2021-12-15 03:10:17 main:574] : INFO : Epoch 1567 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 2826.93 ms [2021-12-15 03:10:20 main:574] : INFO : Epoch 1568 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 2806.02 ms [2021-12-15 03:10:22 main:574] : INFO : Epoch 1569 | loss: 0.0311604 | val_loss: 0.0311679 | Time: 2808.18 ms [2021-12-15 03:10:25 main:574] : INFO : Epoch 1570 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 2802.89 ms [2021-12-15 03:10:28 main:574] : INFO : Epoch 1571 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 2805.68 ms [2021-12-15 03:10:31 main:574] : INFO : Epoch 1572 | loss: 0.031158 | val_loss: 0.0311691 | Time: 2807.47 ms [2021-12-15 03:10:34 main:574] : INFO : Epoch 1573 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2807.31 ms [2021-12-15 03:10:36 main:574] : INFO : Epoch 1574 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 2811.26 ms [2021-12-15 03:10:39 main:574] : INFO : Epoch 1575 | loss: 0.0311593 | val_loss: 0.0311771 | Time: 2805.45 ms [2021-12-15 03:10:42 main:574] : INFO : Epoch 1576 | loss: 0.031159 | val_loss: 0.031169 | Time: 2806.18 ms [2021-12-15 03:10:45 main:574] : INFO : Epoch 1577 | loss: 0.0311587 | val_loss: 0.0311706 | Time: 2809.62 ms [2021-12-15 03:10:48 main:574] : INFO : Epoch 1578 | loss: 0.0311591 | val_loss: 0.0311678 | Time: 2806.94 ms [2021-12-15 03:10:51 main:574] : INFO : Epoch 1579 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 2805.52 ms [2021-12-15 03:10:53 main:574] : INFO : Epoch 1580 | loss: 0.031159 | val_loss: 0.0311706 | Time: 2807.94 ms [2021-12-15 03:10:56 main:574] : INFO : Epoch 1581 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 2810.23 ms [2021-12-15 03:10:59 main:574] : INFO : Epoch 1582 | loss: 0.0311585 | val_loss: 0.0311639 | Time: 2812.41 ms [2021-12-15 03:11:02 main:574] : INFO : Epoch 1583 | loss: 0.031158 | val_loss: 0.0311645 | Time: 2812.5 ms [2021-12-15 03:11:05 main:574] : INFO : Epoch 1584 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 2803.11 ms [2021-12-15 03:11:07 main:574] : INFO : Epoch 1585 | loss: 0.031159 | val_loss: 0.0311636 | Time: 2808.05 ms [2021-12-15 03:11:10 main:574] : INFO : Epoch 1586 | loss: 0.0311593 | val_loss: 0.0311754 | Time: 2815 ms [2021-12-15 03:11:13 main:574] : INFO : Epoch 1587 | loss: 0.0311699 | val_loss: 0.0311859 | Time: 2818.75 ms [2021-12-15 03:11:16 main:574] : INFO : Epoch 1588 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 2813.24 ms [2021-12-15 03:11:19 main:574] : INFO : Epoch 1589 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2816.15 ms [2021-12-15 03:11:22 main:574] : INFO : Epoch 1590 | loss: 0.0311705 | val_loss: 0.031172 | Time: 2804.91 ms [2021-12-15 03:11:24 main:574] : INFO : Epoch 1591 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 2814.75 ms [2021-12-15 03:11:27 main:574] : INFO : Epoch 1592 | loss: 0.0311681 | val_loss: 0.031173 | Time: 2813.78 ms [2021-12-15 03:11:30 main:574] : INFO : Epoch 1593 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 2814.63 ms [2021-12-15 03:11:33 main:574] : INFO : Epoch 1594 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 2825.37 ms [2021-12-15 03:11:36 main:574] : INFO : Epoch 1595 | loss: 0.0311682 | val_loss: 0.0311702 | Time: 2809.08 ms [2021-12-15 03:11:38 main:574] : INFO : Epoch 1596 | loss: 0.0311701 | val_loss: 0.0311702 | Time: 2802.03 ms [2021-12-15 03:11:41 main:574] : INFO : Epoch 1597 | loss: 0.0311663 | val_loss: 0.0311711 | Time: 2816.95 ms [2021-12-15 03:11:44 main:574] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.0311697 | Time: 2812.25 ms [2021-12-15 03:11:47 main:574] : INFO : Epoch 1599 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 2815.03 ms [2021-12-15 03:11:50 main:574] : INFO : Epoch 1600 | loss: 0.0311646 | val_loss: 0.0311689 | Time: 2816.22 ms [2021-12-15 03:11:53 main:574] : INFO : Epoch 1601 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 2808.22 ms [2021-12-15 03:11:55 main:574] : INFO : Epoch 1602 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2808.3 ms [2021-12-15 03:11:58 main:574] : INFO : Epoch 1603 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 2807.63 ms [2021-12-15 03:12:01 main:574] : INFO : Epoch 1604 | loss: 0.031163 | val_loss: 0.0311663 | Time: 2807.16 ms [2021-12-15 03:12:04 main:574] : INFO : Epoch 1605 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 2805.66 ms [2021-12-15 03:12:07 main:574] : INFO : Epoch 1606 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 2813.41 ms [2021-12-15 03:12:09 main:574] : INFO : Epoch 1607 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 2817.53 ms [2021-12-15 03:12:12 main:574] : INFO : Epoch 1608 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 2819.78 ms [2021-12-15 03:12:15 main:574] : INFO : Epoch 1609 | loss: 0.0311569 | val_loss: 0.0311667 | Time: 2813.24 ms [2021-12-15 03:12:18 main:574] : INFO : Epoch 1610 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 2803.11 ms [2021-12-15 03:12:21 main:574] : INFO : Epoch 1611 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 2815.49 ms [2021-12-15 03:12:24 main:574] : INFO : Epoch 1612 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 2810.2 ms [2021-12-15 03:12:26 main:574] : INFO : Epoch 1613 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 2804.63 ms [2021-12-15 03:12:29 main:574] : INFO : Epoch 1614 | loss: 0.0311568 | val_loss: 0.0311642 | Time: 2812 ms [2021-12-15 03:12:32 main:574] : INFO : Epoch 1615 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 2812.45 ms [2021-12-15 03:12:35 main:574] : INFO : Epoch 1616 | loss: 0.0311576 | val_loss: 0.0311659 | Time: 2812.79 ms [2021-12-15 03:12:38 main:574] : INFO : Epoch 1617 | loss: 0.0311562 | val_loss: 0.0311632 | Time: 2808.65 ms [2021-12-15 03:12:40 main:574] : INFO : Epoch 1618 | loss: 0.0311543 | val_loss: 0.0311624 | Time: 2801.65 ms [2021-12-15 03:12:43 main:574] : INFO : Epoch 1619 | loss: 0.0311549 | val_loss: 0.0311635 | Time: 2807.38 ms [2021-12-15 03:12:46 main:574] : INFO : Epoch 1620 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 2808.79 ms [2021-12-15 03:12:49 main:574] : INFO : Epoch 1621 | loss: 0.031153 | val_loss: 0.0311645 | Time: 2811.62 ms [2021-12-15 03:12:52 main:574] : INFO : Epoch 1622 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 2811.6 ms [2021-12-15 03:12:55 main:574] : INFO : Epoch 1623 | loss: 0.0311549 | val_loss: 0.031168 | Time: 2808.92 ms [2021-12-15 03:12:57 main:574] : INFO : Epoch 1624 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 2803.68 ms [2021-12-15 03:13:00 main:574] : INFO : Epoch 1625 | loss: 0.0311556 | val_loss: 0.0311639 | Time: 2806.84 ms [2021-12-15 03:13:03 main:574] : INFO : Epoch 1626 | loss: 0.0311527 | val_loss: 0.0311678 | Time: 2813.61 ms [2021-12-15 03:13:06 main:574] : INFO : Epoch 1627 | loss: 0.0311535 | val_loss: 0.0311651 | Time: 2804.45 ms [2021-12-15 03:13:09 main:574] : INFO : Epoch 1628 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 2807.79 ms [2021-12-15 03:13:11 main:574] : INFO : Epoch 1629 | loss: 0.0311534 | val_loss: 0.0311694 | Time: 2803.15 ms [2021-12-15 03:13:14 main:574] : INFO : Epoch 1630 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 2809.97 ms [2021-12-15 03:13:17 main:574] : INFO : Epoch 1631 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 2815.12 ms [2021-12-15 03:13:20 main:574] : INFO : Epoch 1632 | loss: 0.031154 | val_loss: 0.0311622 | Time: 2810.79 ms [2021-12-15 03:13:23 main:574] : INFO : Epoch 1633 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 2805.53 ms [2021-12-15 03:13:26 main:574] : INFO : Epoch 1634 | loss: 0.0311511 | val_loss: 0.031168 | Time: 2841.43 ms [2021-12-15 03:13:28 main:574] : INFO : Epoch 1635 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 2809.67 ms [2021-12-15 03:13:31 main:574] : INFO : Epoch 1636 | loss: 0.031153 | val_loss: 0.0311656 | Time: 2816.01 ms [2021-12-15 03:13:34 main:574] : INFO : Epoch 1637 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 2809.42 ms [2021-12-15 03:13:37 main:574] : INFO : Epoch 1638 | loss: 0.031153 | val_loss: 0.0311667 | Time: 2825.94 ms [2021-12-15 03:13:40 main:574] : INFO : Epoch 1639 | loss: 0.0311533 | val_loss: 0.0311695 | Time: 2806.74 ms [2021-12-15 03:13:42 main:574] : INFO : Epoch 1640 | loss: 0.031163 | val_loss: 0.0311732 | Time: 2809.91 ms [2021-12-15 03:13:45 main:574] : INFO : Epoch 1641 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 2808.78 ms [2021-12-15 03:13:48 main:574] : INFO : Epoch 1642 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 2811.74 ms [2021-12-15 03:13:51 main:574] : INFO : Epoch 1643 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 2813.71 ms [2021-12-15 03:13:54 main:574] : INFO : Epoch 1644 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 2808.05 ms [2021-12-15 03:13:57 main:574] : INFO : Epoch 1645 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 2812.75 ms [2021-12-15 03:13:59 main:574] : INFO : Epoch 1646 | loss: 0.0311679 | val_loss: 0.0311684 | Time: 2814.74 ms [2021-12-15 03:14:02 main:574] : INFO : Epoch 1647 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 2816.46 ms [2021-12-15 03:14:05 main:574] : INFO : Epoch 1648 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 2809.46 ms [2021-12-15 03:14:08 main:574] : INFO : Epoch 1649 | loss: 0.031164 | val_loss: 0.0311673 | Time: 2810.94 ms [2021-12-15 03:14:11 main:574] : INFO : Epoch 1650 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2816.9 ms [2021-12-15 03:14:13 main:574] : INFO : Epoch 1651 | loss: 0.0311619 | val_loss: 0.031169 | Time: 2814.08 ms [2021-12-15 03:14:16 main:574] : INFO : Epoch 1652 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 2810.54 ms [2021-12-15 03:14:19 main:574] : INFO : Epoch 1653 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 2835.1 ms [2021-12-15 03:14:22 main:574] : INFO : Epoch 1654 | loss: 0.03116 | val_loss: 0.0311717 | Time: 2812.14 ms [2021-12-15 03:14:25 main:574] : INFO : Epoch 1655 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 2806.55 ms [2021-12-15 03:14:28 main:574] : INFO : Epoch 1656 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 2815.68 ms [2021-12-15 03:14:30 main:574] : INFO : Epoch 1657 | loss: 0.031161 | val_loss: 0.0311669 | Time: 2822.91 ms [2021-12-15 03:14:33 main:574] : INFO : Epoch 1658 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 2805.98 ms [2021-12-15 03:14:36 main:574] : INFO : Epoch 1659 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 2806.8 ms [2021-12-15 03:14:39 main:574] : INFO : Epoch 1660 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 2803.14 ms [2021-12-15 03:14:42 main:574] : INFO : Epoch 1661 | loss: 0.0311588 | val_loss: 0.031167 | Time: 2814.68 ms [2021-12-15 03:14:44 main:574] : INFO : Epoch 1662 | loss: 0.0311582 | val_loss: 0.0311658 | Time: 2814.29 ms [2021-12-15 03:14:47 main:574] : INFO : Epoch 1663 | loss: 0.031158 | val_loss: 0.0311667 | Time: 2809.75 ms [2021-12-15 03:14:50 main:574] : INFO : Epoch 1664 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 2811.56 ms [2021-12-15 03:14:53 main:574] : INFO : Epoch 1665 | loss: 0.0311588 | val_loss: 0.031165 | Time: 2805.78 ms [2021-12-15 03:14:56 main:574] : INFO : Epoch 1666 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 2815.45 ms [2021-12-15 03:14:59 main:574] : INFO : Epoch 1667 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 2820.93 ms [2021-12-15 03:15:01 main:574] : INFO : Epoch 1668 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 2809.82 ms [2021-12-15 03:15:04 main:574] : INFO : Epoch 1669 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 2810.89 ms [2021-12-15 03:15:07 main:574] : INFO : Epoch 1670 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 2812.52 ms [2021-12-15 03:15:10 main:574] : INFO : Epoch 1671 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 2807.61 ms [2021-12-15 03:15:13 main:574] : INFO : Epoch 1672 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 2812.22 ms [2021-12-15 03:15:15 main:574] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 2807.63 ms [2021-12-15 03:15:18 main:574] : INFO : Epoch 1674 | loss: 0.031156 | val_loss: 0.0311667 | Time: 2811.76 ms [2021-12-15 03:15:21 main:574] : INFO : Epoch 1675 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 2808.06 ms [2021-12-15 03:15:24 main:574] : INFO : Epoch 1676 | loss: 0.0311558 | val_loss: 0.031164 | Time: 2808.13 ms [2021-12-15 03:15:27 main:574] : INFO : Epoch 1677 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 2860.26 ms [2021-12-15 03:15:30 main:574] : INFO : Epoch 1678 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 2811.56 ms [2021-12-15 03:15:32 main:574] : INFO : Epoch 1679 | loss: 0.031154 | val_loss: 0.0311642 | Time: 2811.62 ms [2021-12-15 03:15:35 main:574] : INFO : Epoch 1680 | loss: 0.031155 | val_loss: 0.0311634 | Time: 2815.98 ms [2021-12-15 03:15:38 main:574] : INFO : Epoch 1681 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 2839.95 ms [2021-12-15 03:15:41 main:574] : INFO : Epoch 1682 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 2803.47 ms [2021-12-15 03:15:44 main:574] : INFO : Epoch 1683 | loss: 0.0311532 | val_loss: 0.0311648 | Time: 2812.36 ms [2021-12-15 03:15:46 main:574] : INFO : Epoch 1684 | loss: 0.0311536 | val_loss: 0.0311646 | Time: 2807.3 ms [2021-12-15 03:15:49 main:574] : INFO : Epoch 1685 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 2808.42 ms [2021-12-15 03:15:52 main:574] : INFO : Epoch 1686 | loss: 0.031155 | val_loss: 0.0311678 | Time: 2815.4 ms [2021-12-15 03:15:55 main:574] : INFO : Epoch 1687 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2813.16 ms [2021-12-15 03:15:58 main:574] : INFO : Epoch 1688 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 2812.21 ms [2021-12-15 03:16:01 main:574] : INFO : Epoch 1689 | loss: 0.0311621 | val_loss: 0.0311689 | Time: 2806.81 ms [2021-12-15 03:16:03 main:574] : INFO : Epoch 1690 | loss: 0.031159 | val_loss: 0.0311671 | Time: 2810.52 ms [2021-12-15 03:16:06 main:574] : INFO : Epoch 1691 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 2817.71 ms [2021-12-15 03:16:09 main:574] : INFO : Epoch 1692 | loss: 0.0311576 | val_loss: 0.0311653 | Time: 2812.97 ms [2021-12-15 03:16:12 main:574] : INFO : Epoch 1693 | loss: 0.0311572 | val_loss: 0.031165 | Time: 2806.09 ms [2021-12-15 03:16:15 main:574] : INFO : Epoch 1694 | loss: 0.0311581 | val_loss: 0.0311633 | Time: 2804.79 ms [2021-12-15 03:16:17 main:574] : INFO : Epoch 1695 | loss: 0.0311571 | val_loss: 0.0311714 | Time: 2809.45 ms [2021-12-15 03:16:20 main:574] : INFO : Epoch 1696 | loss: 0.0311587 | val_loss: 0.0311627 | Time: 2818.74 ms [2021-12-15 03:16:23 main:574] : INFO : Epoch 1697 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 2812 ms [2021-12-15 03:16:26 main:574] : INFO : Epoch 1698 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 2810.85 ms [2021-12-15 03:16:29 main:574] : INFO : Epoch 1699 | loss: 0.0311559 | val_loss: 0.0311665 | Time: 2809.32 ms [2021-12-15 03:16:32 main:574] : INFO : Epoch 1700 | loss: 0.0311545 | val_loss: 0.0311642 | Time: 2803.56 ms [2021-12-15 03:16:34 main:574] : INFO : Epoch 1701 | loss: 0.0311535 | val_loss: 0.031164 | Time: 2809.29 ms [2021-12-15 03:16:37 main:574] : INFO : Epoch 1702 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 2815.18 ms [2021-12-15 03:16:40 main:574] : INFO : Epoch 1703 | loss: 0.0311538 | val_loss: 0.0311664 | Time: 2803.84 ms [2021-12-15 03:16:43 main:574] : INFO : Epoch 1704 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 2826.61 ms [2021-12-15 03:16:46 main:574] : INFO : Epoch 1705 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 2838.52 ms [2021-12-15 03:16:48 main:574] : INFO : Epoch 1706 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 2816.86 ms [2021-12-15 03:16:51 main:574] : INFO : Epoch 1707 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 2806.9 ms [2021-12-15 03:16:54 main:574] : INFO : Epoch 1708 | loss: 0.0311522 | val_loss: 0.0311649 | Time: 2807.05 ms [2021-12-15 03:16:57 main:574] : INFO : Epoch 1709 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 2808.69 ms [2021-12-15 03:17:00 main:574] : INFO : Epoch 1710 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 2813.56 ms [2021-12-15 03:17:03 main:574] : INFO : Epoch 1711 | loss: 0.0311521 | val_loss: 0.031164 | Time: 2814.65 ms [2021-12-15 03:17:05 main:574] : INFO : Epoch 1712 | loss: 0.0311512 | val_loss: 0.0311673 | Time: 2830.39 ms [2021-12-15 03:17:08 main:574] : INFO : Epoch 1713 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 2815.4 ms [2021-12-15 03:17:11 main:574] : INFO : Epoch 1714 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 2808.22 ms [2021-12-15 03:17:14 main:574] : INFO : Epoch 1715 | loss: 0.031152 | val_loss: 0.0311658 | Time: 2811.17 ms [2021-12-15 03:17:17 main:574] : INFO : Epoch 1716 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 2819.31 ms [2021-12-15 03:17:19 main:574] : INFO : Epoch 1717 | loss: 0.031153 | val_loss: 0.0311699 | Time: 2807.91 ms [2021-12-15 03:17:22 main:574] : INFO : Epoch 1718 | loss: 0.0311533 | val_loss: 0.0311681 | Time: 2815.58 ms [2021-12-15 03:17:25 main:574] : INFO : Epoch 1719 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 2814.37 ms [2021-12-15 03:17:28 main:574] : INFO : Epoch 1720 | loss: 0.0311579 | val_loss: 0.0311656 | Time: 2808.33 ms [2021-12-15 03:17:31 main:574] : INFO : Epoch 1721 | loss: 0.0311597 | val_loss: 0.0311646 | Time: 2814.12 ms [2021-12-15 03:17:34 main:574] : INFO : Epoch 1722 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 2815.19 ms [2021-12-15 03:17:36 main:574] : INFO : Epoch 1723 | loss: 0.0311558 | val_loss: 0.0311631 | Time: 2814.59 ms [2021-12-15 03:17:39 main:574] : INFO : Epoch 1724 | loss: 0.0311548 | val_loss: 0.0311638 | Time: 2814.89 ms [2021-12-15 03:17:42 main:574] : INFO : Epoch 1725 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 2817.24 ms [2021-12-15 03:17:45 main:574] : INFO : Epoch 1726 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 2814.57 ms [2021-12-15 03:17:48 main:574] : INFO : Epoch 1727 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 2811.53 ms [2021-12-15 03:17:51 main:574] : INFO : Epoch 1728 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 2816.54 ms [2021-12-15 03:17:53 main:574] : INFO : Epoch 1729 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 2807.53 ms [2021-12-15 03:17:56 main:574] : INFO : Epoch 1730 | loss: 0.031156 | val_loss: 0.0311639 | Time: 2811.48 ms [2021-12-15 03:17:59 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 2817.35 ms [2021-12-15 03:18:02 main:574] : INFO : Epoch 1732 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 2812.2 ms [2021-12-15 03:18:05 main:574] : INFO : Epoch 1733 | loss: 0.0311525 | val_loss: 0.0311633 | Time: 2807.22 ms [2021-12-15 03:18:07 main:574] : INFO : Epoch 1734 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 2807.57 ms [2021-12-15 03:18:10 main:574] : INFO : Epoch 1735 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 2806.89 ms [2021-12-15 03:18:13 main:574] : INFO : Epoch 1736 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 2810.72 ms [2021-12-15 03:18:16 main:574] : INFO : Epoch 1737 | loss: 0.0311511 | val_loss: 0.0311668 | Time: 2806.45 ms [2021-12-15 03:18:19 main:574] : INFO : Epoch 1738 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 2806.52 ms [2021-12-15 03:18:21 main:574] : INFO : Epoch 1739 | loss: 0.0311509 | val_loss: 0.0311663 | Time: 2817.16 ms [2021-12-15 03:18:24 main:574] : INFO : Epoch 1740 | loss: 0.031151 | val_loss: 0.0311633 | Time: 2808.02 ms [2021-12-15 03:18:27 main:574] : INFO : Epoch 1741 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 2803.93 ms [2021-12-15 03:18:30 main:574] : INFO : Epoch 1742 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 2815.85 ms [2021-12-15 03:18:33 main:574] : INFO : Epoch 1743 | loss: 0.0311491 | val_loss: 0.0311655 | Time: 2815.47 ms [2021-12-15 03:18:36 main:574] : INFO : Epoch 1744 | loss: 0.0311501 | val_loss: 0.0311638 | Time: 2806.77 ms [2021-12-15 03:18:38 main:574] : INFO : Epoch 1745 | loss: 0.0311515 | val_loss: 0.0311646 | Time: 2804.83 ms [2021-12-15 03:18:41 main:574] : INFO : Epoch 1746 | loss: 0.0311499 | val_loss: 0.0311682 | Time: 2804.38 ms [2021-12-15 03:18:44 main:574] : INFO : Epoch 1747 | loss: 0.031151 | val_loss: 0.0311665 | Time: 2804.62 ms [2021-12-15 03:18:47 main:574] : INFO : Epoch 1748 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 2812.87 ms [2021-12-15 03:18:50 main:574] : INFO : Epoch 1749 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 2816.23 ms [2021-12-15 03:18:52 main:574] : INFO : Epoch 1750 | loss: 0.0311558 | val_loss: 0.03117 | Time: 2812.85 ms [2021-12-15 03:18:55 main:574] : INFO : Epoch 1751 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 2805.75 ms [2021-12-15 03:18:58 main:574] : INFO : Epoch 1752 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 2809.48 ms [2021-12-15 03:19:01 main:574] : INFO : Epoch 1753 | loss: 0.0311535 | val_loss: 0.0311637 | Time: 2809.5 ms [2021-12-15 03:19:04 main:574] : INFO : Epoch 1754 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 2810.58 ms [2021-12-15 03:19:07 main:574] : INFO : Epoch 1755 | loss: 0.0311515 | val_loss: 0.0311676 | Time: 2805.89 ms [2021-12-15 03:19:09 main:574] : INFO : Epoch 1756 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 2810.77 ms [2021-12-15 03:19:12 main:574] : INFO : Epoch 1757 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 2805.57 ms [2021-12-15 03:19:15 main:574] : INFO : Epoch 1758 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 2803.63 ms [2021-12-15 03:19:18 main:574] : INFO : Epoch 1759 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 2805.87 ms [2021-12-15 03:19:21 main:574] : INFO : Epoch 1760 | loss: 0.0311489 | val_loss: 0.0311667 | Time: 2809.06 ms [2021-12-15 03:19:23 main:574] : INFO : Epoch 1761 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 2812.13 ms [2021-12-15 03:19:26 main:574] : INFO : Epoch 1762 | loss: 0.031148 | val_loss: 0.0311678 | Time: 2808.66 ms [2021-12-15 03:19:29 main:574] : INFO : Epoch 1763 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 2806.95 ms [2021-12-15 03:19:32 main:574] : INFO : Epoch 1764 | loss: 0.0311476 | val_loss: 0.0311652 | Time: 2807.79 ms [2021-12-15 03:19:35 main:574] : INFO : Epoch 1765 | loss: 0.0311469 | val_loss: 0.031165 | Time: 2818.7 ms [2021-12-15 03:19:38 main:574] : INFO : Epoch 1766 | loss: 0.0311474 | val_loss: 0.0311664 | Time: 2819.33 ms [2021-12-15 03:19:40 main:574] : INFO : Epoch 1767 | loss: 0.0311477 | val_loss: 0.0311657 | Time: 2812.71 ms [2021-12-15 03:19:43 main:574] : INFO : Epoch 1768 | loss: 0.0311475 | val_loss: 0.0311656 | Time: 2810.3 ms [2021-12-15 03:19:46 main:574] : INFO : Epoch 1769 | loss: 0.0311483 | val_loss: 0.0311648 | Time: 2809.57 ms [2021-12-15 03:19:49 main:574] : INFO : Epoch 1770 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 2810.98 ms [2021-12-15 03:19:52 main:574] : INFO : Epoch 1771 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 2811.61 ms [2021-12-15 03:19:54 main:574] : INFO : Epoch 1772 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 2814.71 ms [2021-12-15 03:19:57 main:574] : INFO : Epoch 1773 | loss: 0.031147 | val_loss: 0.0311639 | Time: 2817.67 ms [2021-12-15 03:20:00 main:574] : INFO : Epoch 1774 | loss: 0.0311481 | val_loss: 0.0311702 | Time: 2810.15 ms [2021-12-15 03:20:03 main:574] : INFO : Epoch 1775 | loss: 0.0311496 | val_loss: 0.0311628 | Time: 2812.62 ms [2021-12-15 03:20:06 main:574] : INFO : Epoch 1776 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 2808.99 ms [2021-12-15 03:20:09 main:574] : INFO : Epoch 1777 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 2808.33 ms [2021-12-15 03:20:11 main:574] : INFO : Epoch 1778 | loss: 0.0311481 | val_loss: 0.0311638 | Time: 2809.35 ms [2021-12-15 03:20:14 main:574] : INFO : Epoch 1779 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 2810.19 ms [2021-12-15 03:20:17 main:574] : INFO : Epoch 1780 | loss: 0.0311458 | val_loss: 0.031163 | Time: 2807.72 ms [2021-12-15 03:20:20 main:574] : INFO : Epoch 1781 | loss: 0.031146 | val_loss: 0.0311634 | Time: 2817.45 ms [2021-12-15 03:20:23 main:574] : INFO : Epoch 1782 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 2809.53 ms [2021-12-15 03:20:25 main:574] : INFO : Epoch 1783 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 2808.29 ms [2021-12-15 03:20:28 main:574] : INFO : Epoch 1784 | loss: 0.031147 | val_loss: 0.0311647 | Time: 2804.27 ms [2021-12-15 03:20:31 main:574] : INFO : Epoch 1785 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 2808.8 ms [2021-12-15 03:20:34 main:574] : INFO : Epoch 1786 | loss: 0.0311461 | val_loss: 0.0311651 | Time: 2810.06 ms [2021-12-15 03:20:37 main:574] : INFO : Epoch 1787 | loss: 0.0311472 | val_loss: 0.0311655 | Time: 2812.36 ms [2021-12-15 03:20:39 main:574] : INFO : Epoch 1788 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 2816.84 ms [2021-12-15 03:20:42 main:574] : INFO : Epoch 1789 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 2818.9 ms [2021-12-15 03:20:45 main:574] : INFO : Epoch 1790 | loss: 0.0311479 | val_loss: 0.0311667 | Time: 2807.42 ms [2021-12-15 03:20:48 main:574] : INFO : Epoch 1791 | loss: 0.031151 | val_loss: 0.0311686 | Time: 2806.82 ms [2021-12-15 03:20:51 main:574] : INFO : Epoch 1792 | loss: 0.0313214 | val_loss: 0.0313596 | Time: 2815.92 ms [2021-12-15 03:20:54 main:574] : INFO : Epoch 1793 | loss: 0.0315344 | val_loss: 0.0313007 | Time: 2817.06 ms [2021-12-15 03:20:56 main:574] : INFO : Epoch 1794 | loss: 0.0312429 | val_loss: 0.0311921 | Time: 2812.09 ms [2021-12-15 03:20:59 main:574] : INFO : Epoch 1795 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 2823.4 ms [2021-12-15 03:21:02 main:574] : INFO : Epoch 1796 | loss: 0.0311502 | val_loss: 0.0311646 | Time: 2815.16 ms [2021-12-15 03:21:05 main:574] : INFO : Epoch 1797 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 2807.02 ms [2021-12-15 03:21:08 main:574] : INFO : Epoch 1798 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 2811.76 ms [2021-12-15 03:21:11 main:574] : INFO : Epoch 1799 | loss: 0.0311453 | val_loss: 0.0311644 | Time: 2810.57 ms [2021-12-15 03:21:13 main:574] : INFO : Epoch 1800 | loss: 0.0311463 | val_loss: 0.0311675 | Time: 2811.22 ms [2021-12-15 03:21:16 main:574] : INFO : Epoch 1801 | loss: 0.0311482 | val_loss: 0.0311701 | Time: 2810.73 ms [2021-12-15 03:21:19 main:574] : INFO : Epoch 1802 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 2801.37 ms [2021-12-15 03:21:22 main:574] : INFO : Epoch 1803 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 2810.67 ms [2021-12-15 03:21:25 main:574] : INFO : Epoch 1804 | loss: 0.0311452 | val_loss: 0.0311676 | Time: 2812.47 ms [2021-12-15 03:21:27 main:574] : INFO : Epoch 1805 | loss: 0.0311465 | val_loss: 0.0311667 | Time: 2814.34 ms [2021-12-15 03:21:30 main:574] : INFO : Epoch 1806 | loss: 0.0311456 | val_loss: 0.0311669 | Time: 2813.85 ms [2021-12-15 03:21:33 main:574] : INFO : Epoch 1807 | loss: 0.0311471 | val_loss: 0.0311656 | Time: 2807.63 ms [2021-12-15 03:21:36 main:574] : INFO : Epoch 1808 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 2813.81 ms [2021-12-15 03:21:39 main:574] : INFO : Epoch 1809 | loss: 0.0311487 | val_loss: 0.0311668 | Time: 2812.59 ms [2021-12-15 03:21:41 main:574] : INFO : Epoch 1810 | loss: 0.0311484 | val_loss: 0.031165 | Time: 2807.14 ms [2021-12-15 03:21:44 main:574] : INFO : Epoch 1811 | loss: 0.0311487 | val_loss: 0.0311644 | Time: 2808.18 ms [2021-12-15 03:21:47 main:574] : INFO : Epoch 1812 | loss: 0.0311476 | val_loss: 0.0311652 | Time: 2819.81 ms [2021-12-15 03:21:50 main:574] : INFO : Epoch 1813 | loss: 0.0311484 | val_loss: 0.0311705 | Time: 2811.47 ms [2021-12-15 03:21:53 main:574] : INFO : Epoch 1814 | loss: 0.0311459 | val_loss: 0.0311664 | Time: 2804.27 ms [2021-12-15 03:21:56 main:574] : INFO : Epoch 1815 | loss: 0.0311455 | val_loss: 0.031165 | Time: 2801.53 ms [2021-12-15 03:21:58 main:574] : INFO : Epoch 1816 | loss: 0.0311449 | val_loss: 0.0311653 | Time: 2816.25 ms [2021-12-15 03:22:01 main:574] : INFO : Epoch 1817 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 2816.29 ms [2021-12-15 03:22:04 main:574] : INFO : Epoch 1818 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 2804.61 ms [2021-12-15 03:22:07 main:574] : INFO : Epoch 1819 | loss: 0.0311453 | val_loss: 0.031166 | Time: 2812.14 ms [2021-12-15 03:22:10 main:574] : INFO : Epoch 1820 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 2804.69 ms [2021-12-15 03:22:12 main:574] : INFO : Epoch 1821 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 2809.42 ms [2021-12-15 03:22:15 main:574] : INFO : Epoch 1822 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 2810.44 ms [2021-12-15 03:22:18 main:574] : INFO : Epoch 1823 | loss: 0.0311467 | val_loss: 0.03117 | Time: 2809.84 ms [2021-12-15 03:22:21 main:574] : INFO : Epoch 1824 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 2812.99 ms [2021-12-15 03:22:24 main:574] : INFO : Epoch 1825 | loss: 0.0311473 | val_loss: 0.0311657 | Time: 2804.99 ms [2021-12-15 03:22:27 main:574] : INFO : Epoch 1826 | loss: 0.0311464 | val_loss: 0.0311669 | Time: 2806.03 ms [2021-12-15 03:22:29 main:574] : INFO : Epoch 1827 | loss: 0.0311451 | val_loss: 0.0311677 | Time: 2807.71 ms [2021-12-15 03:22:32 main:574] : INFO : Epoch 1828 | loss: 0.0311453 | val_loss: 0.0311672 | Time: 2814.83 ms [2021-12-15 03:22:35 main:574] : INFO : Epoch 1829 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 2812.25 ms [2021-12-15 03:22:38 main:574] : INFO : Epoch 1830 | loss: 0.0311481 | val_loss: 0.0311665 | Time: 2805.64 ms [2021-12-15 03:22:41 main:574] : INFO : Epoch 1831 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 2808.06 ms [2021-12-15 03:22:43 main:574] : INFO : Epoch 1832 | loss: 0.0311536 | val_loss: 0.0311809 | Time: 2804.71 ms [2021-12-15 03:22:46 main:574] : INFO : Epoch 1833 | loss: 0.0311576 | val_loss: 0.0311768 | Time: 2809.88 ms [2021-12-15 03:22:49 main:574] : INFO : Epoch 1834 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 2814.01 ms [2021-12-15 03:22:52 main:574] : INFO : Epoch 1835 | loss: 0.0311496 | val_loss: 0.0311658 | Time: 2809.58 ms [2021-12-15 03:22:55 main:574] : INFO : Epoch 1836 | loss: 0.031149 | val_loss: 0.0311691 | Time: 2809.6 ms [2021-12-15 03:22:58 main:574] : INFO : Epoch 1837 | loss: 0.0311487 | val_loss: 0.031167 | Time: 2811.99 ms [2021-12-15 03:23:00 main:574] : INFO : Epoch 1838 | loss: 0.0311465 | val_loss: 0.0311652 | Time: 2815.95 ms [2021-12-15 03:23:03 main:574] : INFO : Epoch 1839 | loss: 0.0311459 | val_loss: 0.0311664 | Time: 2815.09 ms [2021-12-15 03:23:06 main:574] : INFO : Epoch 1840 | loss: 0.0311477 | val_loss: 0.031164 | Time: 2804.89 ms [2021-12-15 03:23:09 main:574] : INFO : Epoch 1841 | loss: 0.0311459 | val_loss: 0.0311667 | Time: 2812.33 ms [2021-12-15 03:23:12 main:574] : INFO : Epoch 1842 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 2812.7 ms [2021-12-15 03:23:14 main:574] : INFO : Epoch 1843 | loss: 0.0311447 | val_loss: 0.0311627 | Time: 2811.61 ms [2021-12-15 03:23:17 main:574] : INFO : Epoch 1844 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 2808.88 ms [2021-12-15 03:23:20 main:574] : INFO : Epoch 1845 | loss: 0.0311506 | val_loss: 0.031177 | Time: 2813.7 ms [2021-12-15 03:23:23 main:574] : INFO : Epoch 1846 | loss: 0.031148 | val_loss: 0.0311623 | Time: 2811.48 ms [2021-12-15 03:23:26 main:574] : INFO : Epoch 1847 | loss: 0.0311451 | val_loss: 0.0311668 | Time: 2819.01 ms [2021-12-15 03:23:29 main:574] : INFO : Epoch 1848 | loss: 0.0311442 | val_loss: 0.0311629 | Time: 2813.61 ms [2021-12-15 03:23:31 main:574] : INFO : Epoch 1849 | loss: 0.0311433 | val_loss: 0.0311645 | Time: 2811.59 ms [2021-12-15 03:23:34 main:574] : INFO : Epoch 1850 | loss: 0.0311438 | val_loss: 0.0311707 | Time: 2809.91 ms [2021-12-15 03:23:37 main:574] : INFO : Epoch 1851 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 2818.21 ms [2021-12-15 03:23:40 main:574] : INFO : Epoch 1852 | loss: 0.0311488 | val_loss: 0.0311695 | Time: 2812.46 ms [2021-12-15 03:23:43 main:574] : INFO : Epoch 1853 | loss: 0.031147 | val_loss: 0.0311666 | Time: 2811.89 ms [2021-12-15 03:23:45 main:574] : INFO : Epoch 1854 | loss: 0.0311465 | val_loss: 0.0311648 | Time: 2817.79 ms [2021-12-15 03:23:48 main:574] : INFO : Epoch 1855 | loss: 0.0311451 | val_loss: 0.0311635 | Time: 2808.41 ms [2021-12-15 03:23:51 main:574] : INFO : Epoch 1856 | loss: 0.0311465 | val_loss: 0.031164 | Time: 2804.26 ms [2021-12-15 03:23:54 main:574] : INFO : Epoch 1857 | loss: 0.0311439 | val_loss: 0.0311639 | Time: 2805.86 ms [2021-12-15 03:23:57 main:574] : INFO : Epoch 1858 | loss: 0.0311458 | val_loss: 0.0311617 | Time: 2808.16 ms [2021-12-15 03:24:00 main:574] : INFO : Epoch 1859 | loss: 0.0311452 | val_loss: 0.0311637 | Time: 2820.07 ms [2021-12-15 03:24:02 main:574] : INFO : Epoch 1860 | loss: 0.031144 | val_loss: 0.0311633 | Time: 2809.72 ms [2021-12-15 03:24:05 main:574] : INFO : Epoch 1861 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 2808.26 ms [2021-12-15 03:24:08 main:574] : INFO : Epoch 1862 | loss: 0.0311424 | val_loss: 0.0311636 | Time: 2812.35 ms [2021-12-15 03:24:11 main:574] : INFO : Epoch 1863 | loss: 0.0311422 | val_loss: 0.0311647 | Time: 2804.4 ms [2021-12-15 03:24:14 main:574] : INFO : Epoch 1864 | loss: 0.031142 | val_loss: 0.0311629 | Time: 2808.96 ms [2021-12-15 03:24:16 main:574] : INFO : Epoch 1865 | loss: 0.031144 | val_loss: 0.0311699 | Time: 2811.82 ms [2021-12-15 03:24:19 main:574] : INFO : Epoch 1866 | loss: 0.031146 | val_loss: 0.0311619 | Time: 2808.52 ms [2021-12-15 03:24:22 main:574] : INFO : Epoch 1867 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 2809.93 ms [2021-12-15 03:24:25 main:574] : INFO : Epoch 1868 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 2811.5 ms [2021-12-15 03:24:28 main:574] : INFO : Epoch 1869 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 2826.76 ms [2021-12-15 03:24:31 main:574] : INFO : Epoch 1870 | loss: 0.0311455 | val_loss: 0.0311651 | Time: 2810.19 ms [2021-12-15 03:24:33 main:574] : INFO : Epoch 1871 | loss: 0.0311448 | val_loss: 0.0311668 | Time: 2820.38 ms [2021-12-15 03:24:36 main:574] : INFO : Epoch 1872 | loss: 0.0311442 | val_loss: 0.031168 | Time: 2805.13 ms [2021-12-15 03:24:39 main:574] : INFO : Epoch 1873 | loss: 0.0311433 | val_loss: 0.0311627 | Time: 2810.52 ms [2021-12-15 03:24:42 main:574] : INFO : Epoch 1874 | loss: 0.0311427 | val_loss: 0.0311644 | Time: 2806.99 ms [2021-12-15 03:24:45 main:574] : INFO : Epoch 1875 | loss: 0.0311432 | val_loss: 0.0311638 | Time: 2812.55 ms [2021-12-15 03:24:47 main:574] : INFO : Epoch 1876 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 2811.74 ms [2021-12-15 03:24:50 main:574] : INFO : Epoch 1877 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 2817.09 ms [2021-12-15 03:24:53 main:574] : INFO : Epoch 1878 | loss: 0.0311458 | val_loss: 0.0311734 | Time: 2810.27 ms [2021-12-15 03:24:56 main:574] : INFO : Epoch 1879 | loss: 0.0311452 | val_loss: 0.0311655 | Time: 2810.67 ms [2021-12-15 03:24:59 main:574] : INFO : Epoch 1880 | loss: 0.0311447 | val_loss: 0.0311647 | Time: 2806.22 ms [2021-12-15 03:25:02 main:574] : INFO : Epoch 1881 | loss: 0.031144 | val_loss: 0.0311671 | Time: 2807.45 ms [2021-12-15 03:25:04 main:574] : INFO : Epoch 1882 | loss: 0.0311435 | val_loss: 0.0311657 | Time: 2808.66 ms [2021-12-15 03:25:07 main:574] : INFO : Epoch 1883 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 2804.29 ms [2021-12-15 03:25:10 main:574] : INFO : Epoch 1884 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 2807.23 ms [2021-12-15 03:25:13 main:574] : INFO : Epoch 1885 | loss: 0.0311443 | val_loss: 0.0311721 | Time: 2811.19 ms [2021-12-15 03:25:16 main:574] : INFO : Epoch 1886 | loss: 0.0311436 | val_loss: 0.031167 | Time: 2816.39 ms [2021-12-15 03:25:18 main:574] : INFO : Epoch 1887 | loss: 0.031144 | val_loss: 0.031167 | Time: 2808.27 ms [2021-12-15 03:25:21 main:574] : INFO : Epoch 1888 | loss: 0.0311417 | val_loss: 0.0311641 | Time: 2808.08 ms [2021-12-15 03:25:24 main:574] : INFO : Epoch 1889 | loss: 0.0311411 | val_loss: 0.03117 | Time: 2802.85 ms [2021-12-15 03:25:27 main:574] : INFO : Epoch 1890 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 2804.51 ms [2021-12-15 03:25:30 main:574] : INFO : Epoch 1891 | loss: 0.0311418 | val_loss: 0.0311652 | Time: 2810.25 ms [2021-12-15 03:25:33 main:574] : INFO : Epoch 1892 | loss: 0.0311414 | val_loss: 0.0311644 | Time: 2811.29 ms [2021-12-15 03:25:35 main:574] : INFO : Epoch 1893 | loss: 0.0311409 | val_loss: 0.0311666 | Time: 2809.86 ms [2021-12-15 03:25:38 main:574] : INFO : Epoch 1894 | loss: 0.0311417 | val_loss: 0.0311666 | Time: 2805.96 ms [2021-12-15 03:25:41 main:574] : INFO : Epoch 1895 | loss: 0.0311416 | val_loss: 0.0311674 | Time: 2813.84 ms [2021-12-15 03:25:44 main:574] : INFO : Epoch 1896 | loss: 0.0311417 | val_loss: 0.0311666 | Time: 2811.85 ms [2021-12-15 03:25:47 main:574] : INFO : Epoch 1897 | loss: 0.031141 | val_loss: 0.0311697 | Time: 2814.68 ms [2021-12-15 03:25:49 main:574] : INFO : Epoch 1898 | loss: 0.0311404 | val_loss: 0.0311656 | Time: 2804.34 ms [2021-12-15 03:25:52 main:574] : INFO : Epoch 1899 | loss: 0.0311436 | val_loss: 0.0311688 | Time: 2804.89 ms [2021-12-15 03:25:55 main:574] : INFO : Epoch 1900 | loss: 0.0311407 | val_loss: 0.0311685 | Time: 2816.72 ms [2021-12-15 03:25:58 main:574] : INFO : Epoch 1901 | loss: 0.0311402 | val_loss: 0.0311687 | Time: 2846.35 ms [2021-12-15 03:26:01 main:574] : INFO : Epoch 1902 | loss: 0.0311402 | val_loss: 0.0311734 | Time: 2802.68 ms [2021-12-15 03:26:04 main:574] : INFO : Epoch 1903 | loss: 0.0311425 | val_loss: 0.0311674 | Time: 2818.51 ms [2021-12-15 03:26:06 main:574] : INFO : Epoch 1904 | loss: 0.031143 | val_loss: 0.0311634 | Time: 2814.63 ms [2021-12-15 03:26:09 main:574] : INFO : Epoch 1905 | loss: 0.0311409 | val_loss: 0.0311652 | Time: 2811.3 ms [2021-12-15 03:26:12 main:574] : INFO : Epoch 1906 | loss: 0.0311415 | val_loss: 0.0311667 | Time: 2815.43 ms [2021-12-15 03:26:15 main:574] : INFO : Epoch 1907 | loss: 0.0311411 | val_loss: 0.0311675 | Time: 2812.55 ms [2021-12-15 03:26:18 main:574] : INFO : Epoch 1908 | loss: 0.0311398 | val_loss: 0.0311637 | Time: 2805.3 ms [2021-12-15 03:26:20 main:574] : INFO : Epoch 1909 | loss: 0.0311401 | val_loss: 0.0311685 | Time: 2812.28 ms [2021-12-15 03:26:23 main:574] : INFO : Epoch 1910 | loss: 0.0311391 | val_loss: 0.0311674 | Time: 2811.93 ms [2021-12-15 03:26:26 main:574] : INFO : Epoch 1911 | loss: 0.0311384 | val_loss: 0.0311647 | Time: 2803.99 ms [2021-12-15 03:26:29 main:574] : INFO : Epoch 1912 | loss: 0.0311391 | val_loss: 0.031168 | Time: 2809.21 ms [2021-12-15 03:26:32 main:574] : INFO : Epoch 1913 | loss: 0.03114 | val_loss: 0.0311719 | Time: 2808.48 ms [2021-12-15 03:26:35 main:574] : INFO : Epoch 1914 | loss: 0.0311422 | val_loss: 0.031166 | Time: 2812.51 ms [2021-12-15 03:26:37 main:574] : INFO : Epoch 1915 | loss: 0.0311427 | val_loss: 0.031168 | Time: 2808.67 ms [2021-12-15 03:26:40 main:574] : INFO : Epoch 1916 | loss: 0.0311417 | val_loss: 0.0311653 | Time: 2813.22 ms [2021-12-15 03:26:43 main:574] : INFO : Epoch 1917 | loss: 0.0311414 | val_loss: 0.0311714 | Time: 2808.53 ms [2021-12-15 03:26:46 main:574] : INFO : Epoch 1918 | loss: 0.0311423 | val_loss: 0.0311627 | Time: 2811.81 ms [2021-12-15 03:26:49 main:574] : INFO : Epoch 1919 | loss: 0.0311422 | val_loss: 0.0311678 | Time: 2809.44 ms [2021-12-15 03:26:51 main:574] : INFO : Epoch 1920 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 2816.35 ms [2021-12-15 03:26:54 main:574] : INFO : Epoch 1921 | loss: 0.0311401 | val_loss: 0.0311651 | Time: 2803.41 ms [2021-12-15 03:26:57 main:574] : INFO : Epoch 1922 | loss: 0.0311393 | val_loss: 0.0311651 | Time: 2808.98 ms [2021-12-15 03:27:00 main:574] : INFO : Epoch 1923 | loss: 0.0311396 | val_loss: 0.03117 | Time: 2818.72 ms [2021-12-15 03:27:03 main:574] : INFO : Epoch 1924 | loss: 0.03114 | val_loss: 0.0311685 | Time: 2807.04 ms [2021-12-15 03:27:06 main:574] : INFO : Epoch 1925 | loss: 0.0311406 | val_loss: 0.031162 | Time: 2818.54 ms [2021-12-15 03:27:08 main:574] : INFO : Epoch 1926 | loss: 0.0311392 | val_loss: 0.0311613 | Time: 2802.29 ms [2021-12-15 03:27:11 main:574] : INFO : Epoch 1927 | loss: 0.0311427 | val_loss: 0.0311652 | Time: 2804.52 ms [2021-12-15 03:27:14 main:574] : INFO : Epoch 1928 | loss: 0.0311463 | val_loss: 0.0311611 | Time: 2809.37 ms [2021-12-15 03:27:17 main:574] : INFO : Epoch 1929 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 2814.23 ms [2021-12-15 03:27:20 main:574] : INFO : Epoch 1930 | loss: 0.0311441 | val_loss: 0.0311611 | Time: 2814.97 ms [2021-12-15 03:27:22 main:574] : INFO : Epoch 1931 | loss: 0.0311453 | val_loss: 0.0311611 | Time: 2813.34 ms [2021-12-15 03:27:25 main:574] : INFO : Epoch 1932 | loss: 0.0311421 | val_loss: 0.0311615 | Time: 2811.11 ms [2021-12-15 03:27:28 main:574] : INFO : Epoch 1933 | loss: 0.0311431 | val_loss: 0.0311651 | Time: 2809.61 ms [2021-12-15 03:27:31 main:574] : INFO : Epoch 1934 | loss: 0.0311451 | val_loss: 0.0311619 | Time: 2809.44 ms [2021-12-15 03:27:34 main:574] : INFO : Epoch 1935 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 2810.67 ms [2021-12-15 03:27:37 main:574] : INFO : Epoch 1936 | loss: 0.0311469 | val_loss: 0.0311701 | Time: 2809.35 ms [2021-12-15 03:27:39 main:574] : INFO : Epoch 1937 | loss: 0.0311425 | val_loss: 0.0311643 | Time: 2807.04 ms [2021-12-15 03:27:42 main:574] : INFO : Epoch 1938 | loss: 0.0311411 | val_loss: 0.0311671 | Time: 2806.45 ms [2021-12-15 03:27:45 main:574] : INFO : Epoch 1939 | loss: 0.031141 | val_loss: 0.0311676 | Time: 2804.62 ms [2021-12-15 03:27:48 main:574] : INFO : Epoch 1940 | loss: 0.0311412 | val_loss: 0.0311639 | Time: 2807.69 ms [2021-12-15 03:27:51 main:574] : INFO : Epoch 1941 | loss: 0.0311397 | val_loss: 0.0311658 | Time: 2819 ms [2021-12-15 03:27:53 main:574] : INFO : Epoch 1942 | loss: 0.0311395 | val_loss: 0.0311672 | Time: 2813.34 ms [2021-12-15 03:27:56 main:574] : INFO : Epoch 1943 | loss: 0.0311404 | val_loss: 0.0311658 | Time: 2817.7 ms [2021-12-15 03:27:59 main:574] : INFO : Epoch 1944 | loss: 0.0311388 | val_loss: 0.0311643 | Time: 2803.96 ms [2021-12-15 03:28:02 main:574] : INFO : Epoch 1945 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 2804.17 ms [2021-12-15 03:28:05 main:574] : INFO : Epoch 1946 | loss: 0.0311408 | val_loss: 0.0311682 | Time: 2812.54 ms [2021-12-15 03:28:07 main:574] : INFO : Epoch 1947 | loss: 0.0311415 | val_loss: 0.0311656 | Time: 2812.73 ms [2021-12-15 03:28:10 main:574] : INFO : Epoch 1948 | loss: 0.0311392 | val_loss: 0.0311667 | Time: 2817.39 ms [2021-12-15 03:28:13 main:574] : INFO : Epoch 1949 | loss: 0.0311386 | val_loss: 0.0311643 | Time: 2808.9 ms [2021-12-15 03:28:16 main:574] : INFO : Epoch 1950 | loss: 0.0311383 | val_loss: 0.0311648 | Time: 2814.73 ms [2021-12-15 03:28:19 main:574] : INFO : Epoch 1951 | loss: 0.0311381 | val_loss: 0.0311642 | Time: 2814.78 ms [2021-12-15 03:28:22 main:574] : INFO : Epoch 1952 | loss: 0.0311399 | val_loss: 0.0311677 | Time: 2816.56 ms [2021-12-15 03:28:24 main:574] : INFO : Epoch 1953 | loss: 0.031139 | val_loss: 0.0311655 | Time: 2813.81 ms [2021-12-15 03:28:27 main:574] : INFO : Epoch 1954 | loss: 0.0311389 | val_loss: 0.0311667 | Time: 2814.8 ms [2021-12-15 03:28:30 main:574] : INFO : Epoch 1955 | loss: 0.0311414 | val_loss: 0.0311673 | Time: 2814.1 ms [2021-12-15 03:28:33 main:574] : INFO : Epoch 1956 | loss: 0.0311404 | val_loss: 0.0311672 | Time: 2808.63 ms [2021-12-15 03:28:36 main:574] : INFO : Epoch 1957 | loss: 0.0311401 | val_loss: 0.0311707 | Time: 2812.89 ms [2021-12-15 03:28:39 main:574] : INFO : Epoch 1958 | loss: 0.031139 | val_loss: 0.0311635 | Time: 2811.84 ms [2021-12-15 03:28:41 main:574] : INFO : Epoch 1959 | loss: 0.0311387 | val_loss: 0.0311679 | Time: 2810.77 ms [2021-12-15 03:28:44 main:574] : INFO : Epoch 1960 | loss: 0.0311394 | val_loss: 0.0311648 | Time: 2810.41 ms [2021-12-15 03:28:47 main:574] : INFO : Epoch 1961 | loss: 0.0311404 | val_loss: 0.0311699 | Time: 2811.56 ms [2021-12-15 03:28:50 main:574] : INFO : Epoch 1962 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 2811.7 ms [2021-12-15 03:28:53 main:574] : INFO : Epoch 1963 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 2808.1 ms [2021-12-15 03:28:55 main:574] : INFO : Epoch 1964 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 2803.01 ms [2021-12-15 03:28:58 main:574] : INFO : Epoch 1965 | loss: 0.0311424 | val_loss: 0.0311617 | Time: 2813.19 ms [2021-12-15 03:29:01 main:574] : INFO : Epoch 1966 | loss: 0.0311422 | val_loss: 0.0311632 | Time: 2811.64 ms [2021-12-15 03:29:04 main:574] : INFO : Epoch 1967 | loss: 0.0311412 | val_loss: 0.0311651 | Time: 2813.11 ms [2021-12-15 03:29:07 main:574] : INFO : Epoch 1968 | loss: 0.0311412 | val_loss: 0.0311623 | Time: 2808.22 ms [2021-12-15 03:29:09 main:574] : INFO : Epoch 1969 | loss: 0.0311416 | val_loss: 0.031162 | Time: 2817.88 ms [2021-12-15 03:29:12 main:574] : INFO : Epoch 1970 | loss: 0.0311389 | val_loss: 0.0311677 | Time: 2803.61 ms [2021-12-15 03:29:15 main:574] : INFO : Epoch 1971 | loss: 0.031138 | val_loss: 0.0311656 | Time: 2817.9 ms [2021-12-15 03:29:18 main:574] : INFO : Epoch 1972 | loss: 0.0311371 | val_loss: 0.0311639 | Time: 2809.06 ms [2021-12-15 03:29:21 main:574] : INFO : Epoch 1973 | loss: 0.0311373 | val_loss: 0.0311647 | Time: 2804.89 ms [2021-12-15 03:29:24 main:574] : INFO : Epoch 1974 | loss: 0.0311394 | val_loss: 0.0311666 | Time: 2812.07 ms [2021-12-15 03:29:26 main:574] : INFO : Epoch 1975 | loss: 0.0311385 | val_loss: 0.0311666 | Time: 2811.57 ms [2021-12-15 03:29:29 main:574] : INFO : Epoch 1976 | loss: 0.0311391 | val_loss: 0.0311667 | Time: 2812.97 ms [2021-12-15 03:29:32 main:574] : INFO : Epoch 1977 | loss: 0.0311407 | val_loss: 0.0311641 | Time: 2806.98 ms [2021-12-15 03:29:35 main:574] : INFO : Epoch 1978 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 2810.63 ms [2021-12-15 03:29:38 main:574] : INFO : Epoch 1979 | loss: 0.03114 | val_loss: 0.0311732 | Time: 2808.94 ms [2021-12-15 03:29:40 main:574] : INFO : Epoch 1980 | loss: 0.0311412 | val_loss: 0.0311666 | Time: 2804.5 ms [2021-12-15 03:29:43 main:574] : INFO : Epoch 1981 | loss: 0.0311393 | val_loss: 0.0311673 | Time: 2814.16 ms [2021-12-15 03:29:46 main:574] : INFO : Epoch 1982 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 2805.4 ms [2021-12-15 03:29:49 main:574] : INFO : Epoch 1983 | loss: 0.0311385 | val_loss: 0.0311643 | Time: 2817.64 ms [2021-12-15 03:29:52 main:574] : INFO : Epoch 1984 | loss: 0.0311376 | val_loss: 0.031163 | Time: 2816.35 ms [2021-12-15 03:29:55 main:574] : INFO : Epoch 1985 | loss: 0.03114 | val_loss: 0.0311661 | Time: 2806.73 ms [2021-12-15 03:29:57 main:574] : INFO : Epoch 1986 | loss: 0.03114 | val_loss: 0.0311637 | Time: 2812.46 ms [2021-12-15 03:30:00 main:574] : INFO : Epoch 1987 | loss: 0.0311383 | val_loss: 0.0311711 | Time: 2799.72 ms [2021-12-15 03:30:03 main:574] : INFO : Epoch 1988 | loss: 0.0311385 | val_loss: 0.0311736 | Time: 2809.17 ms [2021-12-15 03:30:06 main:574] : INFO : Epoch 1989 | loss: 0.0311385 | val_loss: 0.0311623 | Time: 2814.97 ms [2021-12-15 03:30:09 main:574] : INFO : Epoch 1990 | loss: 0.0311379 | val_loss: 0.0311653 | Time: 2816.34 ms [2021-12-15 03:30:11 main:574] : INFO : Epoch 1991 | loss: 0.0311373 | val_loss: 0.0311665 | Time: 2804.1 ms [2021-12-15 03:30:14 main:574] : INFO : Epoch 1992 | loss: 0.0311371 | val_loss: 0.0311656 | Time: 2810.62 ms [2021-12-15 03:30:17 main:574] : INFO : Epoch 1993 | loss: 0.0311382 | val_loss: 0.0311698 | Time: 2808.44 ms [2021-12-15 03:30:20 main:574] : INFO : Epoch 1994 | loss: 0.0311376 | val_loss: 0.0311644 | Time: 2807.16 ms [2021-12-15 03:30:23 main:574] : INFO : Epoch 1995 | loss: 0.0311369 | val_loss: 0.0311651 | Time: 2813.23 ms [2021-12-15 03:30:26 main:574] : INFO : Epoch 1996 | loss: 0.0311355 | val_loss: 0.0311662 | Time: 2824.85 ms [2021-12-15 03:30:28 main:574] : INFO : Epoch 1997 | loss: 0.031136 | val_loss: 0.0311653 | Time: 2850.21 ms [2021-12-15 03:30:31 main:574] : INFO : Epoch 1998 | loss: 0.0311362 | val_loss: 0.0311647 | Time: 2808.21 ms [2021-12-15 03:30:34 main:574] : INFO : Epoch 1999 | loss: 0.0311409 | val_loss: 0.0311651 | Time: 2812.59 ms [2021-12-15 03:30:37 main:574] : INFO : Epoch 2000 | loss: 0.0311377 | val_loss: 0.0311692 | Time: 2857.28 ms [2021-12-15 03:30:40 main:574] : INFO : Epoch 2001 | loss: 0.0311395 | val_loss: 0.031167 | Time: 2809.26 ms [2021-12-15 03:30:43 main:574] : INFO : Epoch 2002 | loss: 0.0311393 | val_loss: 0.0311699 | Time: 2802.43 ms [2021-12-15 03:30:45 main:574] : INFO : Epoch 2003 | loss: 0.0311383 | val_loss: 0.0311711 | Time: 2804.02 ms [2021-12-15 03:30:48 main:574] : INFO : Epoch 2004 | loss: 0.0311373 | val_loss: 0.0311675 | Time: 2808.7 ms [2021-12-15 03:30:51 main:574] : INFO : Epoch 2005 | loss: 0.0311382 | val_loss: 0.0311643 | Time: 2803.89 ms [2021-12-15 03:30:54 main:574] : INFO : Epoch 2006 | loss: 0.0311357 | val_loss: 0.0311685 | Time: 2812.12 ms [2021-12-15 03:30:57 main:574] : INFO : Epoch 2007 | loss: 0.0311352 | val_loss: 0.0311645 | Time: 2815.37 ms [2021-12-15 03:30:59 main:574] : INFO : Epoch 2008 | loss: 0.0311379 | val_loss: 0.0311631 | Time: 2807.91 ms [2021-12-15 03:31:02 main:574] : INFO : Epoch 2009 | loss: 0.0311397 | val_loss: 0.0311647 | Time: 2812.68 ms [2021-12-15 03:31:05 main:574] : INFO : Epoch 2010 | loss: 0.0311383 | val_loss: 0.0311639 | Time: 2813.91 ms [2021-12-15 03:31:08 main:574] : INFO : Epoch 2011 | loss: 0.0311359 | val_loss: 0.0311643 | Time: 2803.58 ms [2021-12-15 03:31:11 main:574] : INFO : Epoch 2012 | loss: 0.0311355 | val_loss: 0.0311594 | Time: 2818.47 ms [2021-12-15 03:31:14 main:574] : INFO : Epoch 2013 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 2810.15 ms [2021-12-15 03:31:16 main:574] : INFO : Epoch 2014 | loss: 0.0311378 | val_loss: 0.0311685 | Time: 2813.29 ms [2021-12-15 03:31:19 main:574] : INFO : Epoch 2015 | loss: 0.0311362 | val_loss: 0.0311649 | Time: 2814.93 ms [2021-12-15 03:31:22 main:574] : INFO : Epoch 2016 | loss: 0.0311408 | val_loss: 0.0311627 | Time: 2806.59 ms [2021-12-15 03:31:25 main:574] : INFO : Epoch 2017 | loss: 0.0311442 | val_loss: 0.0311617 | Time: 2814.24 ms [2021-12-15 03:31:28 main:574] : INFO : Epoch 2018 | loss: 0.031142 | val_loss: 0.031161 | Time: 2804.12 ms [2021-12-15 03:31:30 main:574] : INFO : Epoch 2019 | loss: 0.0311429 | val_loss: 0.031162 | Time: 2810.65 ms [2021-12-15 03:31:33 main:574] : INFO : Epoch 2020 | loss: 0.031141 | val_loss: 0.0311632 | Time: 2810.67 ms [2021-12-15 03:31:36 main:574] : INFO : Epoch 2021 | loss: 0.0311412 | val_loss: 0.0311607 | Time: 2816.86 ms [2021-12-15 03:31:39 main:574] : INFO : Epoch 2022 | loss: 0.0311401 | val_loss: 0.0311615 | Time: 2804.86 ms [2021-12-15 03:31:42 main:574] : INFO : Epoch 2023 | loss: 0.0311402 | val_loss: 0.0311649 | Time: 2809.39 ms [2021-12-15 03:31:44 main:574] : INFO : Epoch 2024 | loss: 0.0311382 | val_loss: 0.0311658 | Time: 2803.11 ms [2021-12-15 03:31:47 main:574] : INFO : Epoch 2025 | loss: 0.031138 | val_loss: 0.0311602 | Time: 2812.12 ms [2021-12-15 03:31:50 main:574] : INFO : Epoch 2026 | loss: 0.0311377 | val_loss: 0.0311637 | Time: 2820.29 ms [2021-12-15 03:31:53 main:574] : INFO : Epoch 2027 | loss: 0.031136 | val_loss: 0.031162 | Time: 2814.76 ms [2021-12-15 03:31:56 main:574] : INFO : Epoch 2028 | loss: 0.0311372 | val_loss: 0.0311591 | Time: 2818.22 ms [2021-12-15 03:31:59 main:574] : INFO : Epoch 2029 | loss: 0.0311368 | val_loss: 0.0311668 | Time: 2817.47 ms [2021-12-15 03:32:01 main:574] : INFO : Epoch 2030 | loss: 0.0311373 | val_loss: 0.0311613 | Time: 2806.24 ms [2021-12-15 03:32:04 main:574] : INFO : Epoch 2031 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 2803.72 ms [2021-12-15 03:32:07 main:574] : INFO : Epoch 2032 | loss: 0.0311358 | val_loss: 0.0311612 | Time: 2812.42 ms [2021-12-15 03:32:10 main:574] : INFO : Epoch 2033 | loss: 0.0311369 | val_loss: 0.031159 | Time: 2802.76 ms [2021-12-15 03:32:13 main:574] : INFO : Epoch 2034 | loss: 0.0311394 | val_loss: 0.0311633 | Time: 2809.66 ms [2021-12-15 03:32:16 main:574] : INFO : Epoch 2035 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 2811.22 ms [2021-12-15 03:32:18 main:574] : INFO : Epoch 2036 | loss: 0.0311387 | val_loss: 0.0311607 | Time: 2803.4 ms [2021-12-15 03:32:21 main:574] : INFO : Epoch 2037 | loss: 0.0311377 | val_loss: 0.0311642 | Time: 2803.6 ms [2021-12-15 03:32:24 main:574] : INFO : Epoch 2038 | loss: 0.0311383 | val_loss: 0.0311632 | Time: 2813.21 ms [2021-12-15 03:32:27 main:574] : INFO : Epoch 2039 | loss: 0.0311415 | val_loss: 0.0311675 | Time: 2806.6 ms [2021-12-15 03:32:30 main:574] : INFO : Epoch 2040 | loss: 0.0311409 | val_loss: 0.0311646 | Time: 2819.66 ms [2021-12-15 03:32:32 main:574] : INFO : Epoch 2041 | loss: 0.0311381 | val_loss: 0.0311614 | Time: 2810.19 ms [2021-12-15 03:32:35 main:574] : INFO : Epoch 2042 | loss: 0.0311398 | val_loss: 0.0311663 | Time: 2814.7 ms [2021-12-15 03:32:38 main:574] : INFO : Epoch 2043 | loss: 0.0311402 | val_loss: 0.0311606 | Time: 2881.05 ms [2021-12-15 03:32:41 main:574] : INFO : Epoch 2044 | loss: 0.0311393 | val_loss: 0.0311608 | Time: 2805.92 ms [2021-12-15 03:32:44 main:574] : INFO : Epoch 2045 | loss: 0.0311431 | val_loss: 0.0311635 | Time: 2808.44 ms [2021-12-15 03:32:47 main:574] : INFO : Epoch 2046 | loss: 0.031141 | val_loss: 0.0311601 | Time: 2812.21 ms [2021-12-15 03:32:49 main:574] : INFO : Epoch 2047 | loss: 0.0311388 | val_loss: 0.0311613 | Time: 2807.69 ms [2021-12-15 03:32:52 main:574] : INFO : Epoch 2048 | loss: 0.0311379 | val_loss: 0.0311686 | Time: 2815.35 ms [2021-12-15 03:32:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686 [2021-12-15 03:32:52 main:603] : INFO : Saving end state to config to file [2021-12-15 03:32:52 main:608] : INFO : Success, exiting.. 03:32:52 (8004): 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)