Task 14547335
| Name | ParityModified-1647044143-30805-3-0_1 |
| Workunit | 11217985 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:17:47 UTC |
| Report deadline | 16 Apr 2022, 6:17:47 UTC |
| Received | 11 Apr 2022, 2:55:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 5 sec |
| CPU time | 1 hours 23 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311637 | val_loss: 0.0311759 | Time: 2458.35 ms
[2022-04-10 20:33:50 main:581] : INFO : Epoch 1539 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 2457.45 ms
[2022-04-10 20:33:52 main:581] : INFO : Epoch 1540 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 2457.95 ms
[2022-04-10 20:33:55 main:581] : INFO : Epoch 1541 | loss: 0.0311641 | val_loss: 0.0311725 | Time: 2460.43 ms
[2022-04-10 20:33:57 main:581] : INFO : Epoch 1542 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 2452.81 ms
[2022-04-10 20:34:00 main:581] : INFO : Epoch 1543 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 2457.08 ms
[2022-04-10 20:34:02 main:581] : INFO : Epoch 1544 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2454.73 ms
[2022-04-10 20:34:05 main:581] : INFO : Epoch 1545 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2461.06 ms
[2022-04-10 20:34:07 main:581] : INFO : Epoch 1546 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 2459.47 ms
[2022-04-10 20:34:10 main:581] : INFO : Epoch 1547 | loss: 0.0311603 | val_loss: 0.0311728 | Time: 2458.78 ms
[2022-04-10 20:34:12 main:581] : INFO : Epoch 1548 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 2457.47 ms
[2022-04-10 20:34:15 main:581] : INFO : Epoch 1549 | loss: 0.0311586 | val_loss: 0.0311713 | Time: 2459.7 ms
[2022-04-10 20:34:17 main:581] : INFO : Epoch 1550 | loss: 0.0311599 | val_loss: 0.031171 | Time: 2459.04 ms
[2022-04-10 20:34:19 main:581] : INFO : Epoch 1551 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 2456.68 ms
[2022-04-10 20:34:22 main:581] : INFO : Epoch 1552 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2457.8 ms
[2022-04-10 20:34:24 main:581] : INFO : Epoch 1553 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 2458.27 ms
[2022-04-10 20:34:27 main:581] : INFO : Epoch 1554 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 2457.61 ms
[2022-04-10 20:34:29 main:581] : INFO : Epoch 1555 | loss: 0.0311608 | val_loss: 0.0311712 | Time: 2457.96 ms
[2022-04-10 20:34:32 main:581] : INFO : Epoch 1556 | loss: 0.0311585 | val_loss: 0.031174 | Time: 2459.07 ms
[2022-04-10 20:34:34 main:581] : INFO : Epoch 1557 | loss: 0.0311599 | val_loss: 0.0311729 | Time: 2456.63 ms
[2022-04-10 20:34:37 main:581] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.031169 | Time: 2460.45 ms
[2022-04-10 20:34:39 main:581] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 2460.54 ms
[2022-04-10 20:34:42 main:581] : INFO : Epoch 1560 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 2460.99 ms
[2022-04-10 20:34:44 main:581] : INFO : Epoch 1561 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 2461.26 ms
[2022-04-10 20:34:46 main:581] : INFO : Epoch 1562 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 2455.99 ms
[2022-04-10 20:34:49 main:581] : INFO : Epoch 1563 | loss: 0.0311624 | val_loss: 0.0311752 | Time: 2459.79 ms
[2022-04-10 20:34:51 main:581] : INFO : Epoch 1564 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 2457.29 ms
[2022-04-10 20:34:54 main:581] : INFO : Epoch 1565 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 2457.84 ms
[2022-04-10 20:34:56 main:581] : INFO : Epoch 1566 | loss: 0.0311633 | val_loss: 0.031174 | Time: 2458.45 ms
[2022-04-10 20:34:59 main:581] : INFO : Epoch 1567 | loss: 0.0311637 | val_loss: 0.031172 | Time: 2458.27 ms
[2022-04-10 20:35:01 main:581] : INFO : Epoch 1568 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 2460.45 ms
[2022-04-10 20:35:04 main:581] : INFO : Epoch 1569 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 2456.57 ms
[2022-04-10 20:35:06 main:581] : INFO : Epoch 1570 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 2459.48 ms
[2022-04-10 20:35:09 main:581] : INFO : Epoch 1571 | loss: 0.031162 | val_loss: 0.0311704 | Time: 2457.37 ms
[2022-04-10 20:35:11 main:581] : INFO : Epoch 1572 | loss: 0.0311636 | val_loss: 0.0311707 | Time: 2460.78 ms
[2022-04-10 20:35:14 main:581] : INFO : Epoch 1573 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 2459.36 ms
[2022-04-10 20:35:16 main:581] : INFO : Epoch 1574 | loss: 0.031162 | val_loss: 0.0311702 | Time: 2457.56 ms
[2022-04-10 20:35:18 main:581] : INFO : Epoch 1575 | loss: 0.0311609 | val_loss: 0.0311682 | Time: 2455.18 ms
[2022-04-10 20:35:21 main:581] : INFO : Epoch 1576 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 2462.68 ms
[2022-04-10 20:35:23 main:581] : INFO : Epoch 1577 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 2457.97 ms
[2022-04-10 20:35:26 main:581] : INFO : Epoch 1578 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 2458.99 ms
[2022-04-10 20:35:28 main:581] : INFO : Epoch 1579 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 2456.23 ms
[2022-04-10 20:35:31 main:581] : INFO : Epoch 1580 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 2460.88 ms
[2022-04-10 20:35:33 main:581] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.031171 | Time: 2462.24 ms
[2022-04-10 20:35:36 main:581] : INFO : Epoch 1582 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 2460.49 ms
[2022-04-10 20:35:38 main:581] : INFO : Epoch 1583 | loss: 0.0311749 | val_loss: 0.0311745 | Time: 2459.11 ms
[2022-04-10 20:35:41 main:581] : INFO : Epoch 1584 | loss: 0.0311738 | val_loss: 0.0311746 | Time: 2458.71 ms
[2022-04-10 20:35:43 main:581] : INFO : Epoch 1585 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 2456.78 ms
[2022-04-10 20:35:45 main:581] : INFO : Epoch 1586 | loss: 0.0311691 | val_loss: 0.031173 | Time: 2455.88 ms
[2022-04-10 20:35:48 main:581] : INFO : Epoch 1587 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 2460.47 ms
[2022-04-10 20:35:50 main:581] : INFO : Epoch 1588 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 2458.51 ms
[2022-04-10 20:35:53 main:581] : INFO : Epoch 1589 | loss: 0.0311688 | val_loss: 0.031173 | Time: 2455.04 ms
[2022-04-10 20:35:55 main:581] : INFO : Epoch 1590 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 2454.41 ms
[2022-04-10 20:35:58 main:581] : INFO : Epoch 1591 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 2460.42 ms
[2022-04-10 20:36:00 main:581] : INFO : Epoch 1592 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 2459.08 ms
[2022-04-10 20:36:03 main:581] : INFO : Epoch 1593 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2455.74 ms
[2022-04-10 20:36:05 main:581] : INFO : Epoch 1594 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 2456.26 ms
[2022-04-10 20:36:08 main:581] : INFO : Epoch 1595 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 2458.92 ms
[2022-04-10 20:36:10 main:581] : INFO : Epoch 1596 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 2456.56 ms
[2022-04-10 20:36:13 main:581] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 2457.36 ms
[2022-04-10 20:36:15 main:581] : INFO : Epoch 1598 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 2454.21 ms
[2022-04-10 20:36:17 main:581] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 2461.4 ms
[2022-04-10 20:36:20 main:581] : INFO : Epoch 1600 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 2456.79 ms
[2022-04-10 20:36:22 main:581] : INFO : Epoch 1601 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 2459.36 ms
[2022-04-10 20:36:25 main:581] : INFO : Epoch 1602 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2460.91 ms
[2022-04-10 20:36:27 main:581] : INFO : Epoch 1603 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 2455.98 ms
[2022-04-10 20:36:30 main:581] : INFO : Epoch 1604 | loss: 0.031167 | val_loss: 0.0311702 | Time: 2461.36 ms
[2022-04-10 20:36:32 main:581] : INFO : Epoch 1605 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 2458.69 ms
[2022-04-10 20:36:35 main:581] : INFO : Epoch 1606 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 2461.25 ms
[2022-04-10 20:36:37 main:581] : INFO : Epoch 1607 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 2457.41 ms
[2022-04-10 20:36:40 main:581] : INFO : Epoch 1608 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 2455.31 ms
[2022-04-10 20:36:42 main:581] : INFO : Epoch 1609 | loss: 0.0311658 | val_loss: 0.0311706 | Time: 2453.21 ms
[2022-04-10 20:36:44 main:581] : INFO : Epoch 1610 | loss: 0.031164 | val_loss: 0.0311701 | Time: 2458.9 ms
[2022-04-10 20:36:47 main:581] : INFO : Epoch 1611 | loss: 0.0311646 | val_loss: 0.031171 | Time: 2457.88 ms
[2022-04-10 20:36:49 main:581] : INFO : Epoch 1612 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 2461.86 ms
[2022-04-10 20:36:52 main:581] : INFO : Epoch 1613 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 2458.94 ms
[2022-04-10 20:36:54 main:581] : INFO : Epoch 1614 | loss: 0.0311679 | val_loss: 0.0311707 | Time: 2461.18 ms
[2022-04-10 20:36:57 main:581] : INFO : Epoch 1615 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 2458.82 ms
[2022-04-10 20:36:59 main:581] : INFO : Epoch 1616 | loss: 0.0311688 | val_loss: 0.0311722 | Time: 2452.19 ms
[2022-04-10 20:37:02 main:581] : INFO : Epoch 1617 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 2464.79 ms
[2022-04-10 20:37:04 main:581] : INFO : Epoch 1618 | loss: 0.0311663 | val_loss: 0.03117 | Time: 2458.96 ms
[2022-04-10 20:37:07 main:581] : INFO : Epoch 1619 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 2454.96 ms
[2022-04-10 20:37:09 main:581] : INFO : Epoch 1620 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 2462.43 ms
[2022-04-10 20:37:12 main:581] : INFO : Epoch 1621 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 2456.89 ms
[2022-04-10 20:37:14 main:581] : INFO : Epoch 1622 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 2457.18 ms
[2022-04-10 20:37:16 main:581] : INFO : Epoch 1623 | loss: 0.0311667 | val_loss: 0.0311675 | Time: 2459.63 ms
[2022-04-10 20:37:19 main:581] : INFO : Epoch 1624 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 2457.12 ms
[2022-04-10 20:37:21 main:581] : INFO : Epoch 1625 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 2454.56 ms
[2022-04-10 20:37:24 main:581] : INFO : Epoch 1626 | loss: 0.03117 | val_loss: 0.0311712 | Time: 2461.49 ms
[2022-04-10 20:37:26 main:581] : INFO : Epoch 1627 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 2458.42 ms
[2022-04-10 20:37:29 main:581] : INFO : Epoch 1628 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 2456.57 ms
[2022-04-10 20:37:31 main:581] : INFO : Epoch 1629 | loss: 0.0311677 | val_loss: 0.031172 | Time: 2465.05 ms
[2022-04-10 20:37:34 main:581] : INFO : Epoch 1630 | loss: 0.0311648 | val_loss: 0.0311726 | Time: 2457.05 ms
[2022-04-10 20:37:36 main:581] : INFO : Epoch 1631 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 2453.34 ms
[2022-04-10 20:37:39 main:581] : INFO : Epoch 1632 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 2464.23 ms
[2022-04-10 20:37:41 main:581] : INFO : Epoch 1633 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 2460.05 ms
[2022-04-10 20:37:44 main:581] : INFO : Epoch 1634 | loss: 0.0311647 | val_loss: 0.0311731 | Time: 2459.06 ms
[2022-04-10 20:37:46 main:581] : INFO : Epoch 1635 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 2456.01 ms
[2022-04-10 20:37:48 main:581] : INFO : Epoch 1636 | loss: 0.0311624 | val_loss: 0.0311692 | Time: 2454.91 ms
[2022-04-10 20:37:51 main:581] : INFO : Epoch 1637 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 2454.03 ms
[2022-04-10 20:37:53 main:581] : INFO : Epoch 1638 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2464.3 ms
[2022-04-10 20:37:56 main:581] : INFO : Epoch 1639 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 2457.7 ms
[2022-04-10 20:37:58 main:581] : INFO : Epoch 1640 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 2452.1 ms
[2022-04-10 20:38:01 main:581] : INFO : Epoch 1641 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 2461.58 ms
[2022-04-10 20:38:03 main:581] : INFO : Epoch 1642 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 2458.17 ms
[2022-04-10 20:38:06 main:581] : INFO : Epoch 1643 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2459.34 ms
[2022-04-10 20:38:08 main:581] : INFO : Epoch 1644 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 2461.53 ms
[2022-04-10 20:38:11 main:581] : INFO : Epoch 1645 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 2460.53 ms
[2022-04-10 20:38:13 main:581] : INFO : Epoch 1646 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 2458.45 ms
[2022-04-10 20:38:15 main:581] : INFO : Epoch 1647 | loss: 0.0311617 | val_loss: 0.0311702 | Time: 2459.41 ms
[2022-04-10 20:38:18 main:581] : INFO : Epoch 1648 | loss: 0.031161 | val_loss: 0.0311722 | Time: 2459.96 ms
[2022-04-10 20:38:20 main:581] : INFO : Epoch 1649 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 2458.17 ms
[2022-04-10 20:38:23 main:581] : INFO : Epoch 1650 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 2456.16 ms
[2022-04-10 20:38:25 main:581] : INFO : Epoch 1651 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 2459.59 ms
[2022-04-10 20:38:28 main:581] : INFO : Epoch 1652 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 2457.88 ms
[2022-04-10 20:38:30 main:581] : INFO : Epoch 1653 | loss: 0.031161 | val_loss: 0.0311747 | Time: 2457.15 ms
[2022-04-10 20:38:33 main:581] : INFO : Epoch 1654 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 2453.24 ms
[2022-04-10 20:38:35 main:581] : INFO : Epoch 1655 | loss: 0.0311605 | val_loss: 0.031171 | Time: 2459.57 ms
[2022-04-10 20:38:38 main:581] : INFO : Epoch 1656 | loss: 0.0311611 | val_loss: 0.0311722 | Time: 2458.79 ms
[2022-04-10 20:38:40 main:581] : INFO : Epoch 1657 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 2456.83 ms
[2022-04-10 20:38:43 main:581] : INFO : Epoch 1658 | loss: 0.0311616 | val_loss: 0.0311679 | Time: 2455.69 ms
[2022-04-10 20:38:45 main:581] : INFO : Epoch 1659 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 2459.94 ms
[2022-04-10 20:38:47 main:581] : INFO : Epoch 1660 | loss: 0.0311628 | val_loss: 0.031168 | Time: 2459.56 ms
[2022-04-10 20:38:50 main:581] : INFO : Epoch 1661 | loss: 0.0311623 | val_loss: 0.031168 | Time: 2456.83 ms
[2022-04-10 20:38:52 main:581] : INFO : Epoch 1662 | loss: 0.0311616 | val_loss: 0.031168 | Time: 2456.14 ms
[2022-04-10 20:38:55 main:581] : INFO : Epoch 1663 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 2461.12 ms
[2022-04-10 20:38:57 main:581] : INFO : Epoch 1664 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2454.38 ms
[2022-04-10 20:39:00 main:581] : INFO : Epoch 1665 | loss: 0.031162 | val_loss: 0.0311682 | Time: 2457.02 ms
[2022-04-10 20:39:02 main:581] : INFO : Epoch 1666 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 2461.73 ms
[2022-04-10 20:39:05 main:581] : INFO : Epoch 1667 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 2460.43 ms
[2022-04-10 20:39:07 main:581] : INFO : Epoch 1668 | loss: 0.0311608 | val_loss: 0.03117 | Time: 2454.68 ms
[2022-04-10 20:39:10 main:581] : INFO : Epoch 1669 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 2457.52 ms
[2022-04-10 20:39:12 main:581] : INFO : Epoch 1670 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 2459.32 ms
[2022-04-10 20:39:14 main:581] : INFO : Epoch 1671 | loss: 0.0311596 | val_loss: 0.0311681 | Time: 2455.75 ms
[2022-04-10 20:39:17 main:581] : INFO : Epoch 1672 | loss: 0.0311614 | val_loss: 0.0311695 | Time: 2461.1 ms
[2022-04-10 20:39:19 main:581] : INFO : Epoch 1673 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 2457.1 ms
[2022-04-10 20:39:22 main:581] : INFO : Epoch 1674 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 2460.07 ms
[2022-04-10 20:39:24 main:581] : INFO : Epoch 1675 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 2455.66 ms
[2022-04-10 20:39:27 main:581] : INFO : Epoch 1676 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 2464.78 ms
[2022-04-10 20:39:29 main:581] : INFO : Epoch 1677 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 2457.88 ms
[2022-04-10 20:39:32 main:581] : INFO : Epoch 1678 | loss: 0.0311594 | val_loss: 0.0311703 | Time: 2457.6 ms
[2022-04-10 20:39:34 main:581] : INFO : Epoch 1679 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 2461.66 ms
[2022-04-10 20:39:37 main:581] : INFO : Epoch 1680 | loss: 0.0311608 | val_loss: 0.0311746 | Time: 2460.22 ms
[2022-04-10 20:39:39 main:581] : INFO : Epoch 1681 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 2458.35 ms
[2022-04-10 20:39:42 main:581] : INFO : Epoch 1682 | loss: 0.031163 | val_loss: 0.0311702 | Time: 2459.36 ms
[2022-04-10 20:39:44 main:581] : INFO : Epoch 1683 | loss: 0.0311626 | val_loss: 0.031171 | Time: 2462.75 ms
[2022-04-10 20:39:46 main:581] : INFO : Epoch 1684 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 2456.73 ms
[2022-04-10 20:39:49 main:581] : INFO : Epoch 1685 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 2455.64 ms
[2022-04-10 20:39:51 main:581] : INFO : Epoch 1686 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 2459.68 ms
[2022-04-10 20:39:54 main:581] : INFO : Epoch 1687 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 2459.22 ms
[2022-04-10 20:39:56 main:581] : INFO : Epoch 1688 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 2457.59 ms
[2022-04-10 20:39:59 main:581] : INFO : Epoch 1689 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 2458.45 ms
[2022-04-10 20:40:01 main:581] : INFO : Epoch 1690 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 2461.13 ms
[2022-04-10 20:40:04 main:581] : INFO : Epoch 1691 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 2458.17 ms
[2022-04-10 20:40:06 main:581] : INFO : Epoch 1692 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 2456.75 ms
[2022-04-10 20:40:09 main:581] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2461.98 ms
[2022-04-10 20:40:11 main:581] : INFO : Epoch 1694 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 2457.83 ms
[2022-04-10 20:40:13 main:581] : INFO : Epoch 1695 | loss: 0.0311577 | val_loss: 0.0311691 | Time: 2456.92 ms
[2022-04-10 20:40:16 main:581] : INFO : Epoch 1696 | loss: 0.031162 | val_loss: 0.031169 | Time: 2460.99 ms
[2022-04-10 20:40:18 main:581] : INFO : Epoch 1697 | loss: 0.0311628 | val_loss: 0.031175 | Time: 2457.34 ms
[2022-04-10 20:40:21 main:581] : INFO : Epoch 1698 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 2461.57 ms
[2022-04-10 20:40:23 main:581] : INFO : Epoch 1699 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 2456.59 ms
[2022-04-10 20:40:26 main:581] : INFO : Epoch 1700 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 2459.07 ms
[2022-04-10 20:40:28 main:581] : INFO : Epoch 1701 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 2457.69 ms
[2022-04-10 20:40:31 main:581] : INFO : Epoch 1702 | loss: 0.0311595 | val_loss: 0.0311694 | Time: 2463.27 ms
[2022-04-10 20:40:33 main:581] : INFO : Epoch 1703 | loss: 0.0311597 | val_loss: 0.0311734 | Time: 2456.69 ms
[2022-04-10 20:40:36 main:581] : INFO : Epoch 1704 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2461.68 ms
[2022-04-10 20:40:38 main:581] : INFO : Epoch 1705 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 2456.91 ms
[2022-04-10 20:40:41 main:581] : INFO : Epoch 1706 | loss: 0.0311587 | val_loss: 0.0311749 | Time: 2457.74 ms
[2022-04-10 20:40:43 main:581] : INFO : Epoch 1707 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 2453.78 ms
[2022-04-10 20:40:45 main:581] : INFO : Epoch 1708 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 2461.01 ms
[2022-04-10 20:40:48 main:581] : INFO : Epoch 1709 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 2458 ms
[2022-04-10 20:40:50 main:581] : INFO : Epoch 1710 | loss: 0.031158 | val_loss: 0.031171 | Time: 2454.91 ms
[2022-04-10 20:40:53 main:581] : INFO : Epoch 1711 | loss: 0.0311631 | val_loss: 0.0311699 | Time: 2454.73 ms
[2022-04-10 20:40:55 main:581] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 2461.38 ms
[2022-04-10 20:40:58 main:581] : INFO : Epoch 1713 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 2457.82 ms
[2022-04-10 20:41:00 main:581] : INFO : Epoch 1714 | loss: 0.0311626 | val_loss: 0.0311787 | Time: 2459.05 ms
[2022-04-10 20:41:03 main:581] : INFO : Epoch 1715 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 2463.99 ms
[2022-04-10 20:41:05 main:581] : INFO : Epoch 1716 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 2460.3 ms
[2022-04-10 20:41:08 main:581] : INFO : Epoch 1717 | loss: 0.0311631 | val_loss: 0.0311756 | Time: 2455.49 ms
[2022-04-10 20:41:10 main:581] : INFO : Epoch 1718 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 2456.42 ms
[2022-04-10 20:41:13 main:581] : INFO : Epoch 1719 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 2463.32 ms
[2022-04-10 20:41:15 main:581] : INFO : Epoch 1720 | loss: 0.031165 | val_loss: 0.0311694 | Time: 2460.14 ms
[2022-04-10 20:41:17 main:581] : INFO : Epoch 1721 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 2458.58 ms
[2022-04-10 20:41:20 main:581] : INFO : Epoch 1722 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 2459.86 ms
[2022-04-10 20:41:22 main:581] : INFO : Epoch 1723 | loss: 0.0311639 | val_loss: 0.031177 | Time: 2457.56 ms
[2022-04-10 20:41:25 main:581] : INFO : Epoch 1724 | loss: 0.0311647 | val_loss: 0.03117 | Time: 2459.94 ms
[2022-04-10 20:41:27 main:581] : INFO : Epoch 1725 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 2460.75 ms
[2022-04-10 20:41:30 main:581] : INFO : Epoch 1726 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 2457.27 ms
[2022-04-10 20:41:32 main:581] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.03117 | Time: 2457.02 ms
[2022-04-10 20:41:35 main:581] : INFO : Epoch 1728 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 2463.5 ms
[2022-04-10 20:41:37 main:581] : INFO : Epoch 1729 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 2458.73 ms
[2022-04-10 20:41:40 main:581] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 2457.33 ms
[2022-04-10 20:41:42 main:581] : INFO : Epoch 1731 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 2461.81 ms
[2022-04-10 20:41:44 main:581] : INFO : Epoch 1732 | loss: 0.031163 | val_loss: 0.0311701 | Time: 2456.56 ms
[2022-04-10 20:41:47 main:581] : INFO : Epoch 1733 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 2456.52 ms
[2022-04-10 20:41:49 main:581] : INFO : Epoch 1734 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 2455.97 ms
[2022-04-10 20:41:52 main:581] : INFO : Epoch 1735 | loss: 0.0311625 | val_loss: 0.0311755 | Time: 2460.82 ms
[2022-04-10 20:41:54 main:581] : INFO : Epoch 1736 | loss: 0.0311702 | val_loss: 0.0311697 | Time: 2455.89 ms
[2022-04-10 20:41:57 main:581] : INFO : Epoch 1737 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 2457.94 ms
[2022-04-10 20:41:59 main:581] : INFO : Epoch 1738 | loss: 0.0311664 | val_loss: 0.0311705 | Time: 2457.76 ms
[2022-04-10 20:42:02 main:581] : INFO : Epoch 1739 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 2458.78 ms
[2022-04-10 20:42:04 main:581] : INFO : Epoch 1740 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 2459.13 ms
[2022-04-10 20:42:07 main:581] : INFO : Epoch 1741 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 2459.86 ms
[2022-04-10 20:42:09 main:581] : INFO : Epoch 1742 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 2459.17 ms
[2022-04-10 20:42:12 main:581] : INFO : Epoch 1743 | loss: 0.031159 | val_loss: 0.0311694 | Time: 2456.61 ms
[2022-04-10 20:42:14 main:581] : INFO : Epoch 1744 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 2459.77 ms
[2022-04-10 20:42:16 main:581] : INFO : Epoch 1745 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 2456.98 ms
[2022-04-10 20:42:19 main:581] : INFO : Epoch 1746 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 2456.98 ms
[2022-04-10 20:42:21 main:581] : INFO : Epoch 1747 | loss: 0.0311605 | val_loss: 0.0311675 | Time: 2457.3 ms
[2022-04-10 20:42:24 main:581] : INFO : Epoch 1748 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 2457.83 ms
[2022-04-10 20:42:26 main:581] : INFO : Epoch 1749 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 2456.95 ms
[2022-04-10 20:42:29 main:581] : INFO : Epoch 1750 | loss: 0.0311603 | val_loss: 0.0311682 | Time: 2455.82 ms
[2022-04-10 20:42:31 main:581] : INFO : Epoch 1751 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 2453.77 ms
[2022-04-10 20:42:34 main:581] : INFO : Epoch 1752 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 2459.91 ms
[2022-04-10 20:42:36 main:581] : INFO : Epoch 1753 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 2456.71 ms
[2022-04-10 20:42:39 main:581] : INFO : Epoch 1754 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 2452.6 ms
[2022-04-10 20:42:41 main:581] : INFO : Epoch 1755 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 2462.8 ms
[2022-04-10 20:42:43 main:581] : INFO : Epoch 1756 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 2457.69 ms
[2022-04-10 20:42:46 main:581] : INFO : Epoch 1757 | loss: 0.031161 | val_loss: 0.0311675 | Time: 2456.51 ms
[2022-04-10 20:42:48 main:581] : INFO : Epoch 1758 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 2459.62 ms
[2022-04-10 20:42:51 main:581] : INFO : Epoch 1759 | loss: 0.0311591 | val_loss: 0.031169 | Time: 2459.01 ms
[2022-04-10 20:42:53 main:581] : INFO : Epoch 1760 | loss: 0.031159 | val_loss: 0.0311668 | Time: 2454.69 ms
[2022-04-10 20:42:56 main:581] : INFO : Epoch 1761 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 2455.7 ms
[2022-04-10 20:42:58 main:581] : INFO : Epoch 1762 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 2465.52 ms
[2022-04-10 20:43:01 main:581] : INFO : Epoch 1763 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 2463.19 ms
[2022-04-10 20:43:03 main:581] : INFO : Epoch 1764 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 2465.02 ms
[2022-04-10 20:43:06 main:581] : INFO : Epoch 1765 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 2463.31 ms
[2022-04-10 20:43:08 main:581] : INFO : Epoch 1766 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 2462.03 ms
[2022-04-10 20:43:11 main:581] : INFO : Epoch 1767 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 2461.37 ms
[2022-04-10 20:43:13 main:581] : INFO : Epoch 1768 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2458.36 ms
[2022-04-10 20:43:15 main:581] : INFO : Epoch 1769 | loss: 0.0311583 | val_loss: 0.031168 | Time: 2462.13 ms
[2022-04-10 20:43:18 main:581] : INFO : Epoch 1770 | loss: 0.0311597 | val_loss: 0.031171 | Time: 2454.08 ms
[2022-04-10 20:43:20 main:581] : INFO : Epoch 1771 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 2461.11 ms
[2022-04-10 20:43:23 main:581] : INFO : Epoch 1772 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 2456.43 ms
[2022-04-10 20:43:25 main:581] : INFO : Epoch 1773 | loss: 0.0311589 | val_loss: 0.031169 | Time: 2453.79 ms
[2022-04-10 20:43:28 main:581] : INFO : Epoch 1774 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 2461.28 ms
[2022-04-10 20:43:30 main:581] : INFO : Epoch 1775 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 2458.03 ms
[2022-04-10 20:43:33 main:581] : INFO : Epoch 1776 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 2459.9 ms
[2022-04-10 20:43:35 main:581] : INFO : Epoch 1777 | loss: 0.0311593 | val_loss: 0.0311717 | Time: 2452.34 ms
[2022-04-10 20:43:38 main:581] : INFO : Epoch 1778 | loss: 0.0311604 | val_loss: 0.0311698 | Time: 2462.6 ms
[2022-04-10 20:43:40 main:581] : INFO : Epoch 1779 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 2458.19 ms
[2022-04-10 20:43:43 main:581] : INFO : Epoch 1780 | loss: 0.0311578 | val_loss: 0.031168 | Time: 2462.13 ms
[2022-04-10 20:43:45 main:581] : INFO : Epoch 1781 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 2461.26 ms
[2022-04-10 20:43:47 main:581] : INFO : Epoch 1782 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 2454.98 ms
[2022-04-10 20:43:50 main:581] : INFO : Epoch 1783 | loss: 0.0311567 | val_loss: 0.0311686 | Time: 2458.91 ms
[2022-04-10 20:43:52 main:581] : INFO : Epoch 1784 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 2457.11 ms
[2022-04-10 20:43:55 main:581] : INFO : Epoch 1785 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 2463.6 ms
[2022-04-10 20:43:57 main:581] : INFO : Epoch 1786 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 2458.27 ms
[2022-04-10 20:44:00 main:581] : INFO : Epoch 1787 | loss: 0.0311622 | val_loss: 0.031179 | Time: 2454.45 ms
[2022-04-10 20:44:02 main:581] : INFO : Epoch 1788 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 2459.07 ms
[2022-04-10 20:44:05 main:581] : INFO : Epoch 1789 | loss: 0.031165 | val_loss: 0.0311724 | Time: 2455.2 ms
[2022-04-10 20:44:07 main:581] : INFO : Epoch 1790 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2456.29 ms
[2022-04-10 20:44:10 main:581] : INFO : Epoch 1791 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2455.92 ms
[2022-04-10 20:44:12 main:581] : INFO : Epoch 1792 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 2459.67 ms
[2022-04-10 20:44:14 main:581] : INFO : Epoch 1793 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 2455.98 ms
[2022-04-10 20:44:17 main:581] : INFO : Epoch 1794 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 2460.65 ms
[2022-04-10 20:44:19 main:581] : INFO : Epoch 1795 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2457.83 ms
[2022-04-10 20:44:22 main:581] : INFO : Epoch 1796 | loss: 0.0311629 | val_loss: 0.0311828 | Time: 2453.58 ms
[2022-04-10 20:44:24 main:581] : INFO : Epoch 1797 | loss: 0.0311787 | val_loss: 0.0312175 | Time: 2454.3 ms
[2022-04-10 20:44:27 main:581] : INFO : Epoch 1798 | loss: 0.0324727 | val_loss: 0.03193 | Time: 2457.53 ms
[2022-04-10 20:44:29 main:581] : INFO : Epoch 1799 | loss: 0.0313755 | val_loss: 0.031329 | Time: 2454.8 ms
[2022-04-10 20:44:32 main:581] : INFO : Epoch 1800 | loss: 0.0313281 | val_loss: 0.031237 | Time: 2456.43 ms
[2022-04-10 20:44:34 main:581] : INFO : Epoch 1801 | loss: 0.0311856 | val_loss: 0.0311787 | Time: 2462.26 ms
[2022-04-10 20:44:37 main:581] : INFO : Epoch 1802 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2455.33 ms
[2022-04-10 20:44:39 main:581] : INFO : Epoch 1803 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 2458.11 ms
[2022-04-10 20:44:42 main:581] : INFO : Epoch 1804 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 2459.84 ms
[2022-04-10 20:44:44 main:581] : INFO : Epoch 1805 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 2458.43 ms
[2022-04-10 20:44:46 main:581] : INFO : Epoch 1806 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 2460.66 ms
[2022-04-10 20:44:49 main:581] : INFO : Epoch 1807 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 2458.48 ms
[2022-04-10 20:44:51 main:581] : INFO : Epoch 1808 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 2464.03 ms
[2022-04-10 20:44:54 main:581] : INFO : Epoch 1809 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2460.31 ms
[2022-04-10 20:44:56 main:581] : INFO : Epoch 1810 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2458.24 ms
[2022-04-10 20:44:59 main:581] : INFO : Epoch 1811 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 2458.34 ms
[2022-04-10 20:45:01 main:581] : INFO : Epoch 1812 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 2459.8 ms
[2022-04-10 20:45:04 main:581] : INFO : Epoch 1813 | loss: 0.03116 | val_loss: 0.031169 | Time: 2454.86 ms
[2022-04-10 20:45:06 main:581] : INFO : Epoch 1814 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 2462.69 ms
[2022-04-10 20:45:09 main:581] : INFO : Epoch 1815 | loss: 0.03116 | val_loss: 0.0311677 | Time: 2457.39 ms
[2022-04-10 20:45:11 main:581] : INFO : Epoch 1816 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 2456.51 ms
[2022-04-10 20:45:13 main:581] : INFO : Epoch 1817 | loss: 0.0311584 | val_loss: 0.031169 | Time: 2460.68 ms
[2022-04-10 20:45:16 main:581] : INFO : Epoch 1818 | loss: 0.0311595 | val_loss: 0.03117 | Time: 2461.12 ms
[2022-04-10 20:45:18 main:581] : INFO : Epoch 1819 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 2457.9 ms
[2022-04-10 20:45:21 main:581] : INFO : Epoch 1820 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 2459.37 ms
[2022-04-10 20:45:23 main:581] : INFO : Epoch 1821 | loss: 0.0311567 | val_loss: 0.0311713 | Time: 2458.07 ms
[2022-04-10 20:45:26 main:581] : INFO : Epoch 1822 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 2457.76 ms
[2022-04-10 20:45:28 main:581] : INFO : Epoch 1823 | loss: 0.0311576 | val_loss: 0.0311749 | Time: 2463.27 ms
[2022-04-10 20:45:31 main:581] : INFO : Epoch 1824 | loss: 0.0311588 | val_loss: 0.0311716 | Time: 2455.78 ms
[2022-04-10 20:45:33 main:581] : INFO : Epoch 1825 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 2459.54 ms
[2022-04-10 20:45:36 main:581] : INFO : Epoch 1826 | loss: 0.0311592 | val_loss: 0.031169 | Time: 2461.51 ms
[2022-04-10 20:45:38 main:581] : INFO : Epoch 1827 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 2457.59 ms
[2022-04-10 20:45:41 main:581] : INFO : Epoch 1828 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 2460.5 ms
[2022-04-10 20:45:43 main:581] : INFO : Epoch 1829 | loss: 0.0311579 | val_loss: 0.031173 | Time: 2465.56 ms
[2022-04-10 20:45:45 main:581] : INFO : Epoch 1830 | loss: 0.0311583 | val_loss: 0.0311693 | Time: 2458.81 ms
[2022-04-10 20:45:48 main:581] : INFO : Epoch 1831 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 2455.88 ms
[2022-04-10 20:45:50 main:581] : INFO : Epoch 1832 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2459.99 ms
[2022-04-10 20:45:53 main:581] : INFO : Epoch 1833 | loss: 0.031158 | val_loss: 0.0311724 | Time: 2458.33 ms
[2022-04-10 20:45:55 main:581] : INFO : Epoch 1834 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 2455.65 ms
[2022-04-10 20:45:58 main:581] : INFO : Epoch 1835 | loss: 0.0311576 | val_loss: 0.03117 | Time: 2457.09 ms
[2022-04-10 20:46:00 main:581] : INFO : Epoch 1836 | loss: 0.0311589 | val_loss: 0.0311725 | Time: 2464.65 ms
[2022-04-10 20:46:03 main:581] : INFO : Epoch 1837 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 2458.11 ms
[2022-04-10 20:46:05 main:581] : INFO : Epoch 1838 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 2461.06 ms
[2022-04-10 20:46:08 main:581] : INFO : Epoch 1839 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 2457.09 ms
[2022-04-10 20:46:10 main:581] : INFO : Epoch 1840 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 2460.05 ms
[2022-04-10 20:46:13 main:581] : INFO : Epoch 1841 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 2460.04 ms
[2022-04-10 20:46:15 main:581] : INFO : Epoch 1842 | loss: 0.0311691 | val_loss: 0.0311722 | Time: 2456.8 ms
[2022-04-10 20:46:17 main:581] : INFO : Epoch 1843 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 2459.89 ms
[2022-04-10 20:46:20 main:581] : INFO : Epoch 1844 | loss: 0.0311671 | val_loss: 0.031172 | Time: 2458.32 ms
[2022-04-10 20:46:22 main:581] : INFO : Epoch 1845 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 2456.52 ms
[2022-04-10 20:46:25 main:581] : INFO : Epoch 1846 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 2455.98 ms
[2022-04-10 20:46:27 main:581] : INFO : Epoch 1847 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 2460.49 ms
[2022-04-10 20:46:30 main:581] : INFO : Epoch 1848 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 2457.23 ms
[2022-04-10 20:46:32 main:581] : INFO : Epoch 1849 | loss: 0.031165 | val_loss: 0.0311752 | Time: 2454.73 ms
[2022-04-10 20:46:35 main:581] : INFO : Epoch 1850 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 2454.14 ms
[2022-04-10 20:46:37 main:581] : INFO : Epoch 1851 | loss: 0.0311648 | val_loss: 0.031172 | Time: 2459.48 ms
[2022-04-10 20:46:40 main:581] : INFO : Epoch 1852 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 2456.94 ms
[2022-04-10 20:46:42 main:581] : INFO : Epoch 1853 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 2460.21 ms
[2022-04-10 20:46:44 main:581] : INFO : Epoch 1854 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2455.16 ms
[2022-04-10 20:46:47 main:581] : INFO : Epoch 1855 | loss: 0.0311629 | val_loss: 0.031169 | Time: 2460.44 ms
[2022-04-10 20:46:49 main:581] : INFO : Epoch 1856 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 2459.48 ms
[2022-04-10 20:46:52 main:581] : INFO : Epoch 1857 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 2456.1 ms
[2022-04-10 20:46:54 main:581] : INFO : Epoch 1858 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 2460.3 ms
[2022-04-10 20:46:57 main:581] : INFO : Epoch 1859 | loss: 0.031161 | val_loss: 0.0311695 | Time: 2458.98 ms
[2022-04-10 20:46:59 main:581] : INFO : Epoch 1860 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2456.58 ms
[2022-04-10 20:47:02 main:581] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.03117 | Time: 2456.96 ms
[2022-04-10 20:47:04 main:581] : INFO : Epoch 1862 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2460.61 ms
[2022-04-10 20:47:07 main:581] : INFO : Epoch 1863 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 2456.15 ms
[2022-04-10 20:47:09 main:581] : INFO : Epoch 1864 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 2456.39 ms
[2022-04-10 20:47:12 main:581] : INFO : Epoch 1865 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 2458.66 ms
[2022-04-10 20:47:14 main:581] : INFO : Epoch 1866 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 2459.6 ms
[2022-04-10 20:47:16 main:581] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 2457.31 ms
[2022-04-10 20:47:19 main:581] : INFO : Epoch 1868 | loss: 0.0311623 | val_loss: 0.0311682 | Time: 2455.63 ms
[2022-04-10 20:47:21 main:581] : INFO : Epoch 1869 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 2459.3 ms
[2022-04-10 20:47:24 main:581] : INFO : Epoch 1870 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2456.78 ms
[2022-04-10 20:47:26 main:581] : INFO : Epoch 1871 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 2458.13 ms
[2022-04-10 20:47:29 main:581] : INFO : Epoch 1872 | loss: 0.0311582 | val_loss: 0.0311716 | Time: 2461.16 ms
[2022-04-10 20:47:31 main:581] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 2459.72 ms
[2022-04-10 20:47:34 main:581] : INFO : Epoch 1874 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 2459.86 ms
[2022-04-10 20:47:36 main:581] : INFO : Epoch 1875 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 2455.26 ms
[2022-04-10 20:47:39 main:581] : INFO : Epoch 1876 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 2461.59 ms
[2022-04-10 20:47:41 main:581] : INFO : Epoch 1877 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 2461.81 ms
[2022-04-10 20:47:43 main:581] : INFO : Epoch 1878 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 2460.71 ms
[2022-04-10 20:47:46 main:581] : INFO : Epoch 1879 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 2460.49 ms
[2022-04-10 20:47:48 main:581] : INFO : Epoch 1880 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 2462.5 ms
[2022-04-10 20:47:51 main:581] : INFO : Epoch 1881 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 2458.86 ms
[2022-04-10 20:47:53 main:581] : INFO : Epoch 1882 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 2459.63 ms
[2022-04-10 20:47:56 main:581] : INFO : Epoch 1883 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 2458.39 ms
[2022-04-10 20:47:58 main:581] : INFO : Epoch 1884 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 2462.19 ms
[2022-04-10 20:48:01 main:581] : INFO : Epoch 1885 | loss: 0.0311619 | val_loss: 0.031173 | Time: 2459.17 ms
[2022-04-10 20:48:03 main:581] : INFO : Epoch 1886 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 2463.57 ms
[2022-04-10 20:48:06 main:581] : INFO : Epoch 1887 | loss: 0.0311605 | val_loss: 0.0311711 | Time: 2455.63 ms
[2022-04-10 20:48:08 main:581] : INFO : Epoch 1888 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 2454.63 ms
[2022-04-10 20:48:11 main:581] : INFO : Epoch 1889 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 2463.42 ms
[2022-04-10 20:48:13 main:581] : INFO : Epoch 1890 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2456.53 ms
[2022-04-10 20:48:15 main:581] : INFO : Epoch 1891 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2462.96 ms
[2022-04-10 20:48:18 main:581] : INFO : Epoch 1892 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 2459.14 ms
[2022-04-10 20:48:20 main:581] : INFO : Epoch 1893 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 2456.29 ms
[2022-04-10 20:48:23 main:581] : INFO : Epoch 1894 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 2462.15 ms
[2022-04-10 20:48:25 main:581] : INFO : Epoch 1895 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 2457.18 ms
[2022-04-10 20:48:28 main:581] : INFO : Epoch 1896 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 2462.12 ms
[2022-04-10 20:48:30 main:581] : INFO : Epoch 1897 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 2456.29 ms
[2022-04-10 20:48:33 main:581] : INFO : Epoch 1898 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 2454.06 ms
[2022-04-10 20:48:35 main:581] : INFO : Epoch 1899 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 2453.67 ms
[2022-04-10 20:48:38 main:581] : INFO : Epoch 1900 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 2464.68 ms
[2022-04-10 20:48:40 main:581] : INFO : Epoch 1901 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 2457.35 ms
[2022-04-10 20:48:43 main:581] : INFO : Epoch 1902 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 2455.1 ms
[2022-04-10 20:48:45 main:581] : INFO : Epoch 1903 | loss: 0.0311637 | val_loss: 0.0311685 | Time: 2462.26 ms
[2022-04-10 20:48:47 main:581] : INFO : Epoch 1904 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 2461.15 ms
[2022-04-10 20:48:50 main:581] : INFO : Epoch 1905 | loss: 0.0311716 | val_loss: 0.0311724 | Time: 2455.53 ms
[2022-04-10 20:48:52 main:581] : INFO : Epoch 1906 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 2463.51 ms
[2022-04-10 20:48:55 main:581] : INFO : Epoch 1907 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 2457.77 ms
[2022-04-10 20:48:57 main:581] : INFO : Epoch 1908 | loss: 0.0311674 | val_loss: 0.031171 | Time: 2460.49 ms
[2022-04-10 20:49:00 main:581] : INFO : Epoch 1909 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 2457.86 ms
[2022-04-10 20:49:02 main:581] : INFO : Epoch 1910 | loss: 0.031166 | val_loss: 0.0311725 | Time: 2459.28 ms
[2022-04-10 20:49:05 main:581] : INFO : Epoch 1911 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 2463.39 ms
[2022-04-10 20:49:07 main:581] : INFO : Epoch 1912 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 2459.17 ms
[2022-04-10 20:49:10 main:581] : INFO : Epoch 1913 | loss: 0.0311672 | val_loss: 0.03117 | Time: 2455.63 ms
[2022-04-10 20:49:12 main:581] : INFO : Epoch 1914 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 2459.98 ms
[2022-04-10 20:49:14 main:581] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311703 | Time: 2457.26 ms
[2022-04-10 20:49:17 main:581] : INFO : Epoch 1916 | loss: 0.031166 | val_loss: 0.0311709 | Time: 2460.46 ms
[2022-04-10 20:49:19 main:581] : INFO : Epoch 1917 | loss: 0.031166 | val_loss: 0.0311711 | Time: 2460.78 ms
[2022-04-10 20:49:22 main:581] : INFO : Epoch 1918 | loss: 0.031165 | val_loss: 0.0311721 | Time: 2456.56 ms
[2022-04-10 20:49:24 main:581] : INFO : Epoch 1919 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2457.28 ms
[2022-04-10 20:49:27 main:581] : INFO : Epoch 1920 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 2461.86 ms
[2022-04-10 20:49:29 main:581] : INFO : Epoch 1921 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 2457.82 ms
[2022-04-10 20:49:32 main:581] : INFO : Epoch 1922 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 2455.7 ms
[2022-04-10 20:49:34 main:581] : INFO : Epoch 1923 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 2455.16 ms
[2022-04-10 20:49:37 main:581] : INFO : Epoch 1924 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 2456.11 ms
[2022-04-10 20:49:39 main:581] : INFO : Epoch 1925 | loss: 0.0311679 | val_loss: 0.0311688 | Time: 2461.1 ms
[2022-04-10 20:49:42 main:581] : INFO : Epoch 1926 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 2456.75 ms
[2022-04-10 20:49:44 main:581] : INFO : Epoch 1927 | loss: 0.0311669 | val_loss: 0.0311701 | Time: 2453.27 ms
[2022-04-10 20:49:46 main:581] : INFO : Epoch 1928 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 2456.36 ms
[2022-04-10 20:49:49 main:581] : INFO : Epoch 1929 | loss: 0.0311662 | val_loss: 0.031172 | Time: 2461.09 ms
[2022-04-10 20:49:51 main:581] : INFO : Epoch 1930 | loss: 0.0311655 | val_loss: 0.0311677 | Time: 2455.52 ms
[2022-04-10 20:49:54 main:581] : INFO : Epoch 1931 | loss: 0.031164 | val_loss: 0.0311677 | Time: 2454.59 ms
[2022-04-10 20:49:56 main:581] : INFO : Epoch 1932 | loss: 0.0311634 | val_loss: 0.0311676 | Time: 2461.17 ms
[2022-04-10 20:49:59 main:581] : INFO : Epoch 1933 | loss: 0.0311623 | val_loss: 0.0311689 | Time: 2454.33 ms
[2022-04-10 20:50:01 main:581] : INFO : Epoch 1934 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 2455.92 ms
[2022-04-10 20:50:04 main:581] : INFO : Epoch 1935 | loss: 0.0311639 | val_loss: 0.03117 | Time: 2459.63 ms
[2022-04-10 20:50:06 main:581] : INFO : Epoch 1936 | loss: 0.0311627 | val_loss: 0.031168 | Time: 2454.37 ms
[2022-04-10 20:50:09 main:581] : INFO : Epoch 1937 | loss: 0.0311625 | val_loss: 0.0311713 | Time: 2456.89 ms
[2022-04-10 20:50:11 main:581] : INFO : Epoch 1938 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 2456.93 ms
[2022-04-10 20:50:13 main:581] : INFO : Epoch 1939 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 2460.67 ms
[2022-04-10 20:50:16 main:581] : INFO : Epoch 1940 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 2457.98 ms
[2022-04-10 20:50:18 main:581] : INFO : Epoch 1941 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 2463.33 ms
[2022-04-10 20:50:21 main:581] : INFO : Epoch 1942 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 2459.27 ms
[2022-04-10 20:50:23 main:581] : INFO : Epoch 1943 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 2453.75 ms
[2022-04-10 20:50:26 main:581] : INFO : Epoch 1944 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 2461.68 ms
[2022-04-10 20:50:28 main:581] : INFO : Epoch 1945 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 2457.26 ms
[2022-04-10 20:50:31 main:581] : INFO : Epoch 1946 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 2457.26 ms
[2022-04-10 20:50:33 main:581] : INFO : Epoch 1947 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 2456.39 ms
[2022-04-10 20:50:36 main:581] : INFO : Epoch 1948 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 2459.56 ms
[2022-04-10 20:50:38 main:581] : INFO : Epoch 1949 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 2455.92 ms
[2022-04-10 20:50:41 main:581] : INFO : Epoch 1950 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 2456.68 ms
[2022-04-10 20:50:43 main:581] : INFO : Epoch 1951 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 2461.05 ms
[2022-04-10 20:50:45 main:581] : INFO : Epoch 1952 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 2460.23 ms
[2022-04-10 20:50:48 main:581] : INFO : Epoch 1953 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 2454.92 ms
[2022-04-10 20:50:50 main:581] : INFO : Epoch 1954 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 2462.42 ms
[2022-04-10 20:50:53 main:581] : INFO : Epoch 1955 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 2457.64 ms
[2022-04-10 20:50:55 main:581] : INFO : Epoch 1956 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 2459.24 ms
[2022-04-10 20:50:58 main:581] : INFO : Epoch 1957 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 2459.56 ms
[2022-04-10 20:51:00 main:581] : INFO : Epoch 1958 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 2460.76 ms
[2022-04-10 20:51:03 main:581] : INFO : Epoch 1959 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 2458.48 ms
[2022-04-10 20:51:05 main:581] : INFO : Epoch 1960 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 2462.88 ms
[2022-04-10 20:51:08 main:581] : INFO : Epoch 1961 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 2464.04 ms
[2022-04-10 20:51:10 main:581] : INFO : Epoch 1962 | loss: 0.0311627 | val_loss: 0.031171 | Time: 2462.12 ms
[2022-04-10 20:51:13 main:581] : INFO : Epoch 1963 | loss: 0.0311621 | val_loss: 0.0311687 | Time: 2461.25 ms
[2022-04-10 20:51:15 main:581] : INFO : Epoch 1964 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2457.35 ms
[2022-04-10 20:51:17 main:581] : INFO : Epoch 1965 | loss: 0.031161 | val_loss: 0.03117 | Time: 2456.35 ms
[2022-04-10 20:51:20 main:581] : INFO : Epoch 1966 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 2461.71 ms
[2022-04-10 20:51:22 main:581] : INFO : Epoch 1967 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 2458.32 ms
[2022-04-10 20:51:25 main:581] : INFO : Epoch 1968 | loss: 0.0311614 | val_loss: 0.0311702 | Time: 2459.31 ms
[2022-04-10 20:51:27 main:581] : INFO : Epoch 1969 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 2458.74 ms
[2022-04-10 20:51:30 main:581] : INFO : Epoch 1970 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 2456.4 ms
[2022-04-10 20:51:32 main:581] : INFO : Epoch 1971 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 2462.58 ms
[2022-04-10 20:51:35 main:581] : INFO : Epoch 1972 | loss: 0.0311598 | val_loss: 0.031171 | Time: 2457.42 ms
[2022-04-10 20:51:37 main:581] : INFO : Epoch 1973 | loss: 0.0311626 | val_loss: 0.031171 | Time: 2454.19 ms
[2022-04-10 20:51:40 main:581] : INFO : Epoch 1974 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 2457.9 ms
[2022-04-10 20:51:42 main:581] : INFO : Epoch 1975 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 2463.34 ms
[2022-04-10 20:51:44 main:581] : INFO : Epoch 1976 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 2458.86 ms
[2022-04-10 20:51:47 main:581] : INFO : Epoch 1977 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 2456.41 ms
[2022-04-10 20:51:49 main:581] : INFO : Epoch 1978 | loss: 0.0311577 | val_loss: 0.0311706 | Time: 2456.56 ms
[2022-04-10 20:51:52 main:581] : INFO : Epoch 1979 | loss: 0.0311581 | val_loss: 0.0311743 | Time: 2463.46 ms
[2022-04-10 20:51:54 main:581] : INFO : Epoch 1980 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 2459.7 ms
[2022-04-10 20:51:57 main:581] : INFO : Epoch 1981 | loss: 0.0311595 | val_loss: 0.031172 | Time: 2456.22 ms
[2022-04-10 20:51:59 main:581] : INFO : Epoch 1982 | loss: 0.0311589 | val_loss: 0.0311711 | Time: 2460.05 ms
[2022-04-10 20:52:02 main:581] : INFO : Epoch 1983 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 2462.9 ms
[2022-04-10 20:52:04 main:581] : INFO : Epoch 1984 | loss: 0.031161 | val_loss: 0.0311714 | Time: 2458.39 ms
[2022-04-10 20:52:07 main:581] : INFO : Epoch 1985 | loss: 0.0311598 | val_loss: 0.03117 | Time: 2454.7 ms
[2022-04-10 20:52:09 main:581] : INFO : Epoch 1986 | loss: 0.0311581 | val_loss: 0.031172 | Time: 2458.81 ms
[2022-04-10 20:52:12 main:581] : INFO : Epoch 1987 | loss: 0.031158 | val_loss: 0.0311702 | Time: 2460.29 ms
[2022-04-10 20:52:14 main:581] : INFO : Epoch 1988 | loss: 0.0311572 | val_loss: 0.03117 | Time: 2455.19 ms
[2022-04-10 20:52:16 main:581] : INFO : Epoch 1989 | loss: 0.0311586 | val_loss: 0.0311724 | Time: 2460.71 ms
[2022-04-10 20:52:19 main:581] : INFO : Epoch 1990 | loss: 0.0311576 | val_loss: 0.0311697 | Time: 2460.08 ms
[2022-04-10 20:52:21 main:581] : INFO : Epoch 1991 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 2454.93 ms
[2022-04-10 20:52:24 main:581] : INFO : Epoch 1992 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 2455.31 ms
[2022-04-10 20:52:26 main:581] : INFO : Epoch 1993 | loss: 0.0311588 | val_loss: 0.0311769 | Time: 2460.43 ms
[2022-04-10 20:52:29 main:581] : INFO : Epoch 1994 | loss: 0.0311609 | val_loss: 0.031172 | Time: 2454.85 ms
[2022-04-10 20:52:31 main:581] : INFO : Epoch 1995 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 2456.59 ms
[2022-04-10 20:52:34 main:581] : INFO : Epoch 1996 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 2455.26 ms
[2022-04-10 20:52:36 main:581] : INFO : Epoch 1997 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 2460.31 ms
[2022-04-10 20:52:39 main:581] : INFO : Epoch 1998 | loss: 0.0311588 | val_loss: 0.0311702 | Time: 2459.99 ms
[2022-04-10 20:52:41 main:581] : INFO : Epoch 1999 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 2463.93 ms
[2022-04-10 20:52:43 main:581] : INFO : Epoch 2000 | loss: 0.0311574 | val_loss: 0.0311722 | Time: 2455.99 ms
[2022-04-10 20:52:46 main:581] : INFO : Epoch 2001 | loss: 0.0311577 | val_loss: 0.0311705 | Time: 2462.02 ms
[2022-04-10 20:52:48 main:581] : INFO : Epoch 2002 | loss: 0.031159 | val_loss: 0.031169 | Time: 2459.08 ms
[2022-04-10 20:52:51 main:581] : INFO : Epoch 2003 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 2456.23 ms
[2022-04-10 20:52:53 main:581] : INFO : Epoch 2004 | loss: 0.0311567 | val_loss: 0.0311681 | Time: 2460.57 ms
[2022-04-10 20:52:56 main:581] : INFO : Epoch 2005 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 2459.42 ms
[2022-04-10 20:52:58 main:581] : INFO : Epoch 2006 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 2457.36 ms
[2022-04-10 20:53:01 main:581] : INFO : Epoch 2007 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 2462.88 ms
[2022-04-10 20:53:03 main:581] : INFO : Epoch 2008 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 2463.59 ms
[2022-04-10 20:53:06 main:581] : INFO : Epoch 2009 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 2459.84 ms
[2022-04-10 20:53:08 main:581] : INFO : Epoch 2010 | loss: 0.0311572 | val_loss: 0.0311714 | Time: 2459.85 ms
[2022-04-10 20:53:11 main:581] : INFO : Epoch 2011 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 2463.71 ms
[2022-04-10 20:53:13 main:581] : INFO : Epoch 2012 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 2458.55 ms
[2022-04-10 20:53:15 main:581] : INFO : Epoch 2013 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 2451.61 ms
[2022-04-10 20:53:18 main:581] : INFO : Epoch 2014 | loss: 0.0311577 | val_loss: 0.0311733 | Time: 2461.05 ms
[2022-04-10 20:53:20 main:581] : INFO : Epoch 2015 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 2457.01 ms
[2022-04-10 20:53:23 main:581] : INFO : Epoch 2016 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 2457.93 ms
[2022-04-10 20:53:25 main:581] : INFO : Epoch 2017 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 2453.32 ms
[2022-04-10 20:53:28 main:581] : INFO : Epoch 2018 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 2457.73 ms
[2022-04-10 20:53:30 main:581] : INFO : Epoch 2019 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 2457.54 ms
[2022-04-10 20:53:33 main:581] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 2455.23 ms
[2022-04-10 20:53:35 main:581] : INFO : Epoch 2021 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 2461.94 ms
[2022-04-10 20:53:38 main:581] : INFO : Epoch 2022 | loss: 0.031165 | val_loss: 0.0311708 | Time: 2456.09 ms
[2022-04-10 20:53:40 main:581] : INFO : Epoch 2023 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 2459.06 ms
[2022-04-10 20:53:42 main:581] : INFO : Epoch 2024 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 2456.13 ms
[2022-04-10 20:53:45 main:581] : INFO : Epoch 2025 | loss: 0.0311649 | val_loss: 0.0311718 | Time: 2457.6 ms
[2022-04-10 20:53:47 main:581] : INFO : Epoch 2026 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 2456.2 ms
[2022-04-10 20:53:50 main:581] : INFO : Epoch 2027 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 2461.8 ms
[2022-04-10 20:53:52 main:581] : INFO : Epoch 2028 | loss: 0.031164 | val_loss: 0.0311692 | Time: 2456.95 ms
[2022-04-10 20:53:55 main:581] : INFO : Epoch 2029 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 2460.93 ms
[2022-04-10 20:53:57 main:581] : INFO : Epoch 2030 | loss: 0.0311624 | val_loss: 0.031169 | Time: 2457.15 ms
[2022-04-10 20:54:00 main:581] : INFO : Epoch 2031 | loss: 0.0311619 | val_loss: 0.0311687 | Time: 2454.61 ms
[2022-04-10 20:54:02 main:581] : INFO : Epoch 2032 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2462.04 ms
[2022-04-10 20:54:05 main:581] : INFO : Epoch 2033 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 2457.39 ms
[2022-04-10 20:54:07 main:581] : INFO : Epoch 2034 | loss: 0.0311598 | val_loss: 0.03117 | Time: 2454.77 ms
[2022-04-10 20:54:10 main:581] : INFO : Epoch 2035 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 2457.78 ms
[2022-04-10 20:54:12 main:581] : INFO : Epoch 2036 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 2460.88 ms
[2022-04-10 20:54:14 main:581] : INFO : Epoch 2037 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 2458.28 ms
[2022-04-10 20:54:17 main:581] : INFO : Epoch 2038 | loss: 0.0311621 | val_loss: 0.0311689 | Time: 2454.78 ms
[2022-04-10 20:54:19 main:581] : INFO : Epoch 2039 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 2460.16 ms
[2022-04-10 20:54:22 main:581] : INFO : Epoch 2040 | loss: 0.031164 | val_loss: 0.0311703 | Time: 2459.98 ms
[2022-04-10 20:54:24 main:581] : INFO : Epoch 2041 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 2456.23 ms
[2022-04-10 20:54:27 main:581] : INFO : Epoch 2042 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 2459.34 ms
[2022-04-10 20:54:29 main:581] : INFO : Epoch 2043 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 2459.33 ms
[2022-04-10 20:54:32 main:581] : INFO : Epoch 2044 | loss: 0.031163 | val_loss: 0.0311784 | Time: 2458.5 ms
[2022-04-10 20:54:34 main:581] : INFO : Epoch 2045 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 2452.83 ms
[2022-04-10 20:54:37 main:581] : INFO : Epoch 2046 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 2460.17 ms
[2022-04-10 20:54:39 main:581] : INFO : Epoch 2047 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2458.82 ms
[2022-04-10 20:54:41 main:581] : INFO : Epoch 2048 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 2456.63 ms
[2022-04-10 20:54:41 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311714
[2022-04-10 20:54:42 main:610] : INFO : Saving end state to config to file
[2022-04-10 20:54:42 main:615] : INFO : Success, exiting..
20:54:42 (72700): 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)