Task 14624488
| Name | ParityModified-1647044841-6541-3-0_1 |
| Workunit | 11618001 |
| Created | 19 Apr 2022, 0:15:06 UTC |
| Sent | 19 Apr 2022, 0:16:24 UTC |
| Report deadline | 27 Apr 2022, 0:16:24 UTC |
| Received | 24 Apr 2022, 19:51:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 23 min 55 sec |
| CPU time | 1 hours 23 min 38 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 | 2.30 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: 0.0311714 | val_loss: 0.0311783 | Time: 2454.3 ms
[2022-04-24 13:30:01 main:581] : INFO : Epoch 1539 | loss: 0.03117 | val_loss: 0.0311777 | Time: 2455.09 ms
[2022-04-24 13:30:03 main:581] : INFO : Epoch 1540 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 2459.48 ms
[2022-04-24 13:30:06 main:581] : INFO : Epoch 1541 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 2454.97 ms
[2022-04-24 13:30:08 main:581] : INFO : Epoch 1542 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2456.07 ms
[2022-04-24 13:30:11 main:581] : INFO : Epoch 1543 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 2451.98 ms
[2022-04-24 13:30:13 main:581] : INFO : Epoch 1544 | loss: 0.031168 | val_loss: 0.0311796 | Time: 2458.34 ms
[2022-04-24 13:30:16 main:581] : INFO : Epoch 1545 | loss: 0.0311677 | val_loss: 0.0311796 | Time: 2456.12 ms
[2022-04-24 13:30:18 main:581] : INFO : Epoch 1546 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 2456.97 ms
[2022-04-24 13:30:20 main:581] : INFO : Epoch 1547 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 2454.19 ms
[2022-04-24 13:30:23 main:581] : INFO : Epoch 1548 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 2453.42 ms
[2022-04-24 13:30:25 main:581] : INFO : Epoch 1549 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 2459.7 ms
[2022-04-24 13:30:28 main:581] : INFO : Epoch 1550 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 2455.65 ms
[2022-04-24 13:30:30 main:581] : INFO : Epoch 1551 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 2456.72 ms
[2022-04-24 13:30:33 main:581] : INFO : Epoch 1552 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 2454.83 ms
[2022-04-24 13:30:35 main:581] : INFO : Epoch 1553 | loss: 0.0311653 | val_loss: 0.03117 | Time: 2451.29 ms
[2022-04-24 13:30:38 main:581] : INFO : Epoch 1554 | loss: 0.0311655 | val_loss: 0.0311684 | Time: 2461.55 ms
[2022-04-24 13:30:40 main:581] : INFO : Epoch 1555 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 2453.72 ms
[2022-04-24 13:30:43 main:581] : INFO : Epoch 1556 | loss: 0.0311681 | val_loss: 0.0311686 | Time: 2453.14 ms
[2022-04-24 13:30:45 main:581] : INFO : Epoch 1557 | loss: 0.0311673 | val_loss: 0.0311693 | Time: 2451.39 ms
[2022-04-24 13:30:47 main:581] : INFO : Epoch 1558 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 2461.52 ms
[2022-04-24 13:30:50 main:581] : INFO : Epoch 1559 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 2458.08 ms
[2022-04-24 13:30:52 main:581] : INFO : Epoch 1560 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 2458.08 ms
[2022-04-24 13:30:55 main:581] : INFO : Epoch 1561 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 2453.94 ms
[2022-04-24 13:30:57 main:581] : INFO : Epoch 1562 | loss: 0.0311655 | val_loss: 0.0311668 | Time: 2459.45 ms
[2022-04-24 13:31:00 main:581] : INFO : Epoch 1563 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 2456.83 ms
[2022-04-24 13:31:02 main:581] : INFO : Epoch 1564 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 2461.63 ms
[2022-04-24 13:31:05 main:581] : INFO : Epoch 1565 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 2454.97 ms
[2022-04-24 13:31:07 main:581] : INFO : Epoch 1566 | loss: 0.0311628 | val_loss: 0.0311686 | Time: 2453.68 ms
[2022-04-24 13:31:10 main:581] : INFO : Epoch 1567 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 2453.54 ms
[2022-04-24 13:31:12 main:581] : INFO : Epoch 1568 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 2459.98 ms
[2022-04-24 13:31:14 main:581] : INFO : Epoch 1569 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 2454.08 ms
[2022-04-24 13:31:17 main:581] : INFO : Epoch 1570 | loss: 0.031163 | val_loss: 0.0311735 | Time: 2461.56 ms
[2022-04-24 13:31:19 main:581] : INFO : Epoch 1571 | loss: 0.0311619 | val_loss: 0.0311695 | Time: 2455.63 ms
[2022-04-24 13:31:22 main:581] : INFO : Epoch 1572 | loss: 0.0311633 | val_loss: 0.031169 | Time: 2454.17 ms
[2022-04-24 13:31:24 main:581] : INFO : Epoch 1573 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 2459.95 ms
[2022-04-24 13:31:27 main:581] : INFO : Epoch 1574 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 2453.31 ms
[2022-04-24 13:31:29 main:581] : INFO : Epoch 1575 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 2458.59 ms
[2022-04-24 13:31:32 main:581] : INFO : Epoch 1576 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 2456.2 ms
[2022-04-24 13:31:34 main:581] : INFO : Epoch 1577 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 2457.02 ms
[2022-04-24 13:31:37 main:581] : INFO : Epoch 1578 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 2454.32 ms
[2022-04-24 13:31:39 main:581] : INFO : Epoch 1579 | loss: 0.0311613 | val_loss: 0.031168 | Time: 2452.11 ms
[2022-04-24 13:31:42 main:581] : INFO : Epoch 1580 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 2454.79 ms
[2022-04-24 13:31:44 main:581] : INFO : Epoch 1581 | loss: 0.0311613 | val_loss: 0.031169 | Time: 2455.38 ms
[2022-04-24 13:31:46 main:581] : INFO : Epoch 1582 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 2455.63 ms
[2022-04-24 13:31:49 main:581] : INFO : Epoch 1583 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 2452.56 ms
[2022-04-24 13:31:51 main:581] : INFO : Epoch 1584 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 2457.71 ms
[2022-04-24 13:31:54 main:581] : INFO : Epoch 1585 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 2454.93 ms
[2022-04-24 13:31:56 main:581] : INFO : Epoch 1586 | loss: 0.0311625 | val_loss: 0.0311689 | Time: 2459.06 ms
[2022-04-24 13:31:59 main:581] : INFO : Epoch 1587 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 2455.02 ms
[2022-04-24 13:32:01 main:581] : INFO : Epoch 1588 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 2458.36 ms
[2022-04-24 13:32:04 main:581] : INFO : Epoch 1589 | loss: 0.0311617 | val_loss: 0.031167 | Time: 2459.8 ms
[2022-04-24 13:32:06 main:581] : INFO : Epoch 1590 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 2460.38 ms
[2022-04-24 13:32:09 main:581] : INFO : Epoch 1591 | loss: 0.0311615 | val_loss: 0.0311704 | Time: 2452.18 ms
[2022-04-24 13:32:11 main:581] : INFO : Epoch 1592 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 2453.8 ms
[2022-04-24 13:32:13 main:581] : INFO : Epoch 1593 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2454.42 ms
[2022-04-24 13:32:16 main:581] : INFO : Epoch 1594 | loss: 0.0311629 | val_loss: 0.0311666 | Time: 2455.21 ms
[2022-04-24 13:32:18 main:581] : INFO : Epoch 1595 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 2454.32 ms
[2022-04-24 13:32:21 main:581] : INFO : Epoch 1596 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 2455.82 ms
[2022-04-24 13:32:23 main:581] : INFO : Epoch 1597 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 2454.24 ms
[2022-04-24 13:32:26 main:581] : INFO : Epoch 1598 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 2452.69 ms
[2022-04-24 13:32:28 main:581] : INFO : Epoch 1599 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 2458.02 ms
[2022-04-24 13:32:31 main:581] : INFO : Epoch 1600 | loss: 0.0311618 | val_loss: 0.0311693 | Time: 2456.05 ms
[2022-04-24 13:32:33 main:581] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 2452.2 ms
[2022-04-24 13:32:36 main:581] : INFO : Epoch 1602 | loss: 0.0311612 | val_loss: 0.0311675 | Time: 2459.61 ms
[2022-04-24 13:32:38 main:581] : INFO : Epoch 1603 | loss: 0.0311608 | val_loss: 0.0311669 | Time: 2457.37 ms
[2022-04-24 13:32:40 main:581] : INFO : Epoch 1604 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 2460.9 ms
[2022-04-24 13:32:43 main:581] : INFO : Epoch 1605 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 2457.96 ms
[2022-04-24 13:32:45 main:581] : INFO : Epoch 1606 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 2458.63 ms
[2022-04-24 13:32:48 main:581] : INFO : Epoch 1607 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 2455.3 ms
[2022-04-24 13:32:50 main:581] : INFO : Epoch 1608 | loss: 0.0311596 | val_loss: 0.0311659 | Time: 2451.7 ms
[2022-04-24 13:32:53 main:581] : INFO : Epoch 1609 | loss: 0.031161 | val_loss: 0.0311691 | Time: 2455.13 ms
[2022-04-24 13:32:55 main:581] : INFO : Epoch 1610 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 2457.3 ms
[2022-04-24 13:32:58 main:581] : INFO : Epoch 1611 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2458.46 ms
[2022-04-24 13:33:00 main:581] : INFO : Epoch 1612 | loss: 0.0311601 | val_loss: 0.0311685 | Time: 2458.61 ms
[2022-04-24 13:33:03 main:581] : INFO : Epoch 1613 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 2462.38 ms
[2022-04-24 13:33:05 main:581] : INFO : Epoch 1614 | loss: 0.0311599 | val_loss: 0.031168 | Time: 2459.2 ms
[2022-04-24 13:33:08 main:581] : INFO : Epoch 1615 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 2456.21 ms
[2022-04-24 13:33:10 main:581] : INFO : Epoch 1616 | loss: 0.0311594 | val_loss: 0.0311687 | Time: 2458.2 ms
[2022-04-24 13:33:12 main:581] : INFO : Epoch 1617 | loss: 0.0311595 | val_loss: 0.0311681 | Time: 2457.52 ms
[2022-04-24 13:33:15 main:581] : INFO : Epoch 1618 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 2454.15 ms
[2022-04-24 13:33:17 main:581] : INFO : Epoch 1619 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 2457.83 ms
[2022-04-24 13:33:20 main:581] : INFO : Epoch 1620 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 2457.85 ms
[2022-04-24 13:33:22 main:581] : INFO : Epoch 1621 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 2461.08 ms
[2022-04-24 13:33:25 main:581] : INFO : Epoch 1622 | loss: 0.0311612 | val_loss: 0.0311674 | Time: 2455.12 ms
[2022-04-24 13:33:27 main:581] : INFO : Epoch 1623 | loss: 0.0311598 | val_loss: 0.0311694 | Time: 2461.28 ms
[2022-04-24 13:33:30 main:581] : INFO : Epoch 1624 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 2457.9 ms
[2022-04-24 13:33:32 main:581] : INFO : Epoch 1625 | loss: 0.0311642 | val_loss: 0.031175 | Time: 2452.25 ms
[2022-04-24 13:33:35 main:581] : INFO : Epoch 1626 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 2455.33 ms
[2022-04-24 13:33:37 main:581] : INFO : Epoch 1627 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 2459.6 ms
[2022-04-24 13:33:39 main:581] : INFO : Epoch 1628 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 2455.36 ms
[2022-04-24 13:33:42 main:581] : INFO : Epoch 1629 | loss: 0.0311622 | val_loss: 0.0311678 | Time: 2455.07 ms
[2022-04-24 13:33:44 main:581] : INFO : Epoch 1630 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 2458.55 ms
[2022-04-24 13:33:47 main:581] : INFO : Epoch 1631 | loss: 0.0311619 | val_loss: 0.0311664 | Time: 2458.05 ms
[2022-04-24 13:33:49 main:581] : INFO : Epoch 1632 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2459.62 ms
[2022-04-24 13:33:52 main:581] : INFO : Epoch 1633 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 2453.25 ms
[2022-04-24 13:33:54 main:581] : INFO : Epoch 1634 | loss: 0.0311609 | val_loss: 0.0311671 | Time: 2463.22 ms
[2022-04-24 13:33:57 main:581] : INFO : Epoch 1635 | loss: 0.0311606 | val_loss: 0.03117 | Time: 2459 ms
[2022-04-24 13:33:59 main:581] : INFO : Epoch 1636 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2457.4 ms
[2022-04-24 13:34:02 main:581] : INFO : Epoch 1637 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 2464.76 ms
[2022-04-24 13:34:04 main:581] : INFO : Epoch 1638 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2460.44 ms
[2022-04-24 13:34:07 main:581] : INFO : Epoch 1639 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 2455.48 ms
[2022-04-24 13:34:09 main:581] : INFO : Epoch 1640 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 2462.08 ms
[2022-04-24 13:34:11 main:581] : INFO : Epoch 1641 | loss: 0.0311612 | val_loss: 0.031168 | Time: 2465.48 ms
[2022-04-24 13:34:14 main:581] : INFO : Epoch 1642 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 2461.5 ms
[2022-04-24 13:34:16 main:581] : INFO : Epoch 1643 | loss: 0.031165 | val_loss: 0.0311708 | Time: 2457.6 ms
[2022-04-24 13:34:19 main:581] : INFO : Epoch 1644 | loss: 0.0311651 | val_loss: 0.031169 | Time: 2464.39 ms
[2022-04-24 13:34:21 main:581] : INFO : Epoch 1645 | loss: 0.031164 | val_loss: 0.0311684 | Time: 2461.9 ms
[2022-04-24 13:34:24 main:581] : INFO : Epoch 1646 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 2459.08 ms
[2022-04-24 13:34:26 main:581] : INFO : Epoch 1647 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 2457.51 ms
[2022-04-24 13:34:29 main:581] : INFO : Epoch 1648 | loss: 0.0311601 | val_loss: 0.0311674 | Time: 2465.26 ms
[2022-04-24 13:34:31 main:581] : INFO : Epoch 1649 | loss: 0.0311589 | val_loss: 0.03117 | Time: 2463.46 ms
[2022-04-24 13:34:34 main:581] : INFO : Epoch 1650 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 2458.61 ms
[2022-04-24 13:34:36 main:581] : INFO : Epoch 1651 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 2461.09 ms
[2022-04-24 13:34:39 main:581] : INFO : Epoch 1652 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2460.94 ms
[2022-04-24 13:34:41 main:581] : INFO : Epoch 1653 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 2463.13 ms
[2022-04-24 13:34:43 main:581] : INFO : Epoch 1654 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 2461.42 ms
[2022-04-24 13:34:46 main:581] : INFO : Epoch 1655 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 2458.52 ms
[2022-04-24 13:34:48 main:581] : INFO : Epoch 1656 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 2456.01 ms
[2022-04-24 13:34:51 main:581] : INFO : Epoch 1657 | loss: 0.0311629 | val_loss: 0.03117 | Time: 2460.2 ms
[2022-04-24 13:34:53 main:581] : INFO : Epoch 1658 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 2457.06 ms
[2022-04-24 13:34:56 main:581] : INFO : Epoch 1659 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 2458.04 ms
[2022-04-24 13:34:58 main:581] : INFO : Epoch 1660 | loss: 0.0311614 | val_loss: 0.031169 | Time: 2458.83 ms
[2022-04-24 13:35:01 main:581] : INFO : Epoch 1661 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 2466.01 ms
[2022-04-24 13:35:03 main:581] : INFO : Epoch 1662 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 2460.16 ms
[2022-04-24 13:35:06 main:581] : INFO : Epoch 1663 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 2464.47 ms
[2022-04-24 13:35:08 main:581] : INFO : Epoch 1664 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 2458.44 ms
[2022-04-24 13:35:10 main:581] : INFO : Epoch 1665 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 2454.68 ms
[2022-04-24 13:35:13 main:581] : INFO : Epoch 1666 | loss: 0.0311671 | val_loss: 0.03117 | Time: 2455.77 ms
[2022-04-24 13:35:15 main:581] : INFO : Epoch 1667 | loss: 0.0311653 | val_loss: 0.0311682 | Time: 2461.66 ms
[2022-04-24 13:35:18 main:581] : INFO : Epoch 1668 | loss: 0.0311658 | val_loss: 0.0311718 | Time: 2457.34 ms
[2022-04-24 13:35:20 main:581] : INFO : Epoch 1669 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 2457 ms
[2022-04-24 13:35:23 main:581] : INFO : Epoch 1670 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 2459.11 ms
[2022-04-24 13:35:25 main:581] : INFO : Epoch 1671 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 2462.11 ms
[2022-04-24 13:35:28 main:581] : INFO : Epoch 1672 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 2458.1 ms
[2022-04-24 13:35:30 main:581] : INFO : Epoch 1673 | loss: 0.0311636 | val_loss: 0.031169 | Time: 2457.12 ms
[2022-04-24 13:35:33 main:581] : INFO : Epoch 1674 | loss: 0.0311622 | val_loss: 0.0311693 | Time: 2456.33 ms
[2022-04-24 13:35:35 main:581] : INFO : Epoch 1675 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 2460.54 ms
[2022-04-24 13:35:38 main:581] : INFO : Epoch 1676 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2455.67 ms
[2022-04-24 13:35:40 main:581] : INFO : Epoch 1677 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 2459.68 ms
[2022-04-24 13:35:42 main:581] : INFO : Epoch 1678 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 2456.38 ms
[2022-04-24 13:35:45 main:581] : INFO : Epoch 1679 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 2453.65 ms
[2022-04-24 13:35:47 main:581] : INFO : Epoch 1680 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 2462.25 ms
[2022-04-24 13:35:50 main:581] : INFO : Epoch 1681 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 2453.42 ms
[2022-04-24 13:35:52 main:581] : INFO : Epoch 1682 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 2459.78 ms
[2022-04-24 13:35:55 main:581] : INFO : Epoch 1683 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 2456.45 ms
[2022-04-24 13:35:57 main:581] : INFO : Epoch 1684 | loss: 0.0311615 | val_loss: 0.0311837 | Time: 2462.56 ms
[2022-04-24 13:36:00 main:581] : INFO : Epoch 1685 | loss: 0.0312271 | val_loss: 0.0312508 | Time: 2456.98 ms
[2022-04-24 13:36:02 main:581] : INFO : Epoch 1686 | loss: 0.0323519 | val_loss: 0.0320934 | Time: 2453.21 ms
[2022-04-24 13:36:05 main:581] : INFO : Epoch 1687 | loss: 0.0317904 | val_loss: 0.0313913 | Time: 2457.82 ms
[2022-04-24 13:36:07 main:581] : INFO : Epoch 1688 | loss: 0.0315622 | val_loss: 0.031405 | Time: 2459.53 ms
[2022-04-24 13:36:09 main:581] : INFO : Epoch 1689 | loss: 0.0312861 | val_loss: 0.0312071 | Time: 2460.84 ms
[2022-04-24 13:36:12 main:581] : INFO : Epoch 1690 | loss: 0.0312004 | val_loss: 0.0311892 | Time: 2456.75 ms
[2022-04-24 13:36:14 main:581] : INFO : Epoch 1691 | loss: 0.0311874 | val_loss: 0.0311828 | Time: 2452.59 ms
[2022-04-24 13:36:17 main:581] : INFO : Epoch 1692 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 2461.31 ms
[2022-04-24 13:36:19 main:581] : INFO : Epoch 1693 | loss: 0.0311704 | val_loss: 0.031172 | Time: 2459.14 ms
[2022-04-24 13:36:22 main:581] : INFO : Epoch 1694 | loss: 0.0311684 | val_loss: 0.0311708 | Time: 2459.36 ms
[2022-04-24 13:36:24 main:581] : INFO : Epoch 1695 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 2458.84 ms
[2022-04-24 13:36:27 main:581] : INFO : Epoch 1696 | loss: 0.0311655 | val_loss: 0.0311702 | Time: 2460.25 ms
[2022-04-24 13:36:29 main:581] : INFO : Epoch 1697 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 2457.88 ms
[2022-04-24 13:36:32 main:581] : INFO : Epoch 1698 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 2453.49 ms
[2022-04-24 13:36:34 main:581] : INFO : Epoch 1699 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 2452.14 ms
[2022-04-24 13:36:37 main:581] : INFO : Epoch 1700 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 2458.66 ms
[2022-04-24 13:36:39 main:581] : INFO : Epoch 1701 | loss: 0.0311629 | val_loss: 0.0311689 | Time: 2454.22 ms
[2022-04-24 13:36:41 main:581] : INFO : Epoch 1702 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 2453.8 ms
[2022-04-24 13:36:44 main:581] : INFO : Epoch 1703 | loss: 0.0311651 | val_loss: 0.0311693 | Time: 2462.01 ms
[2022-04-24 13:36:46 main:581] : INFO : Epoch 1704 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 2458.11 ms
[2022-04-24 13:36:49 main:581] : INFO : Epoch 1705 | loss: 0.0311633 | val_loss: 0.0311672 | Time: 2453.47 ms
[2022-04-24 13:36:51 main:581] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311667 | Time: 2453.09 ms
[2022-04-24 13:36:54 main:581] : INFO : Epoch 1707 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 2465.11 ms
[2022-04-24 13:36:56 main:581] : INFO : Epoch 1708 | loss: 0.0311623 | val_loss: 0.0311674 | Time: 2457.87 ms
[2022-04-24 13:36:59 main:581] : INFO : Epoch 1709 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 2455.15 ms
[2022-04-24 13:37:01 main:581] : INFO : Epoch 1710 | loss: 0.031161 | val_loss: 0.0311673 | Time: 2457.26 ms
[2022-04-24 13:37:04 main:581] : INFO : Epoch 1711 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 2459.51 ms
[2022-04-24 13:37:06 main:581] : INFO : Epoch 1712 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 2456.08 ms
[2022-04-24 13:37:08 main:581] : INFO : Epoch 1713 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2459.51 ms
[2022-04-24 13:37:11 main:581] : INFO : Epoch 1714 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 2455.57 ms
[2022-04-24 13:37:13 main:581] : INFO : Epoch 1715 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 2453.9 ms
[2022-04-24 13:37:16 main:581] : INFO : Epoch 1716 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2459.09 ms
[2022-04-24 13:37:18 main:581] : INFO : Epoch 1717 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 2454.64 ms
[2022-04-24 13:37:21 main:581] : INFO : Epoch 1718 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 2455.49 ms
[2022-04-24 13:37:23 main:581] : INFO : Epoch 1719 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 2457.58 ms
[2022-04-24 13:37:26 main:581] : INFO : Epoch 1720 | loss: 0.031159 | val_loss: 0.031168 | Time: 2455.78 ms
[2022-04-24 13:37:28 main:581] : INFO : Epoch 1721 | loss: 0.0311588 | val_loss: 0.0311669 | Time: 2460.44 ms
[2022-04-24 13:37:31 main:581] : INFO : Epoch 1722 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 2460.76 ms
[2022-04-24 13:37:33 main:581] : INFO : Epoch 1723 | loss: 0.0311579 | val_loss: 0.031167 | Time: 2455.12 ms
[2022-04-24 13:37:36 main:581] : INFO : Epoch 1724 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 2457.06 ms
[2022-04-24 13:37:38 main:581] : INFO : Epoch 1725 | loss: 0.0311581 | val_loss: 0.0311677 | Time: 2457.28 ms
[2022-04-24 13:37:40 main:581] : INFO : Epoch 1726 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 2453.93 ms
[2022-04-24 13:37:43 main:581] : INFO : Epoch 1727 | loss: 0.031159 | val_loss: 0.0311657 | Time: 2460 ms
[2022-04-24 13:37:45 main:581] : INFO : Epoch 1728 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 2457.37 ms
[2022-04-24 13:37:48 main:581] : INFO : Epoch 1729 | loss: 0.031158 | val_loss: 0.0311658 | Time: 2458.53 ms
[2022-04-24 13:37:50 main:581] : INFO : Epoch 1730 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 2455.36 ms
[2022-04-24 13:37:53 main:581] : INFO : Epoch 1731 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 2453.08 ms
[2022-04-24 13:37:55 main:581] : INFO : Epoch 1732 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 2461.73 ms
[2022-04-24 13:37:58 main:581] : INFO : Epoch 1733 | loss: 0.0311577 | val_loss: 0.031166 | Time: 2454.51 ms
[2022-04-24 13:38:00 main:581] : INFO : Epoch 1734 | loss: 0.0311575 | val_loss: 0.0311659 | Time: 2460.93 ms
[2022-04-24 13:38:03 main:581] : INFO : Epoch 1735 | loss: 0.031158 | val_loss: 0.0311656 | Time: 2456.84 ms
[2022-04-24 13:38:05 main:581] : INFO : Epoch 1736 | loss: 0.0311578 | val_loss: 0.0311657 | Time: 2458.24 ms
[2022-04-24 13:38:07 main:581] : INFO : Epoch 1737 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 2457.3 ms
[2022-04-24 13:38:10 main:581] : INFO : Epoch 1738 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 2456.74 ms
[2022-04-24 13:38:12 main:581] : INFO : Epoch 1739 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2451.91 ms
[2022-04-24 13:38:15 main:581] : INFO : Epoch 1740 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 2457.04 ms
[2022-04-24 13:38:17 main:581] : INFO : Epoch 1741 | loss: 0.0311584 | val_loss: 0.0311667 | Time: 2457.49 ms
[2022-04-24 13:38:20 main:581] : INFO : Epoch 1742 | loss: 0.0311608 | val_loss: 0.031167 | Time: 2459.67 ms
[2022-04-24 13:38:22 main:581] : INFO : Epoch 1743 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 2459.75 ms
[2022-04-24 13:38:25 main:581] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.031168 | Time: 2453.82 ms
[2022-04-24 13:38:27 main:581] : INFO : Epoch 1745 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2453.87 ms
[2022-04-24 13:38:30 main:581] : INFO : Epoch 1746 | loss: 0.0311586 | val_loss: 0.0311645 | Time: 2460.98 ms
[2022-04-24 13:38:32 main:581] : INFO : Epoch 1747 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 2459.17 ms
[2022-04-24 13:38:34 main:581] : INFO : Epoch 1748 | loss: 0.031161 | val_loss: 0.0311667 | Time: 2459.63 ms
[2022-04-24 13:38:37 main:581] : INFO : Epoch 1749 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 2455.22 ms
[2022-04-24 13:38:39 main:581] : INFO : Epoch 1750 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 2452.39 ms
[2022-04-24 13:38:42 main:581] : INFO : Epoch 1751 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 2460.05 ms
[2022-04-24 13:38:44 main:581] : INFO : Epoch 1752 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 2456.63 ms
[2022-04-24 13:38:47 main:581] : INFO : Epoch 1753 | loss: 0.0311583 | val_loss: 0.0311675 | Time: 2451.71 ms
[2022-04-24 13:38:49 main:581] : INFO : Epoch 1754 | loss: 0.0311579 | val_loss: 0.0311661 | Time: 2453.39 ms
[2022-04-24 13:38:52 main:581] : INFO : Epoch 1755 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 2460.62 ms
[2022-04-24 13:38:54 main:581] : INFO : Epoch 1756 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 2456.46 ms
[2022-04-24 13:38:57 main:581] : INFO : Epoch 1757 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 2457.04 ms
[2022-04-24 13:38:59 main:581] : INFO : Epoch 1758 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 2458.22 ms
[2022-04-24 13:39:02 main:581] : INFO : Epoch 1759 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 2463.84 ms
[2022-04-24 13:39:04 main:581] : INFO : Epoch 1760 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 2456.46 ms
[2022-04-24 13:39:06 main:581] : INFO : Epoch 1761 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 2461.01 ms
[2022-04-24 13:39:09 main:581] : INFO : Epoch 1762 | loss: 0.0311608 | val_loss: 0.0311647 | Time: 2458.01 ms
[2022-04-24 13:39:11 main:581] : INFO : Epoch 1763 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 2458.07 ms
[2022-04-24 13:39:14 main:581] : INFO : Epoch 1764 | loss: 0.031162 | val_loss: 0.031168 | Time: 2459.96 ms
[2022-04-24 13:39:16 main:581] : INFO : Epoch 1765 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 2457.99 ms
[2022-04-24 13:39:19 main:581] : INFO : Epoch 1766 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 2463.97 ms
[2022-04-24 13:39:21 main:581] : INFO : Epoch 1767 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 2458.39 ms
[2022-04-24 13:39:24 main:581] : INFO : Epoch 1768 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2459.92 ms
[2022-04-24 13:39:26 main:581] : INFO : Epoch 1769 | loss: 0.0311596 | val_loss: 0.0311688 | Time: 2457.65 ms
[2022-04-24 13:39:29 main:581] : INFO : Epoch 1770 | loss: 0.0311599 | val_loss: 0.0311652 | Time: 2457.88 ms
[2022-04-24 13:39:31 main:581] : INFO : Epoch 1771 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 2460.9 ms
[2022-04-24 13:39:33 main:581] : INFO : Epoch 1772 | loss: 0.0311582 | val_loss: 0.031165 | Time: 2460.88 ms
[2022-04-24 13:39:36 main:581] : INFO : Epoch 1773 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 2456.16 ms
[2022-04-24 13:39:38 main:581] : INFO : Epoch 1774 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 2461.25 ms
[2022-04-24 13:39:41 main:581] : INFO : Epoch 1775 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 2457.67 ms
[2022-04-24 13:39:43 main:581] : INFO : Epoch 1776 | loss: 0.031158 | val_loss: 0.0311664 | Time: 2457.67 ms
[2022-04-24 13:39:46 main:581] : INFO : Epoch 1777 | loss: 0.0311569 | val_loss: 0.0311658 | Time: 2456.55 ms
[2022-04-24 13:39:48 main:581] : INFO : Epoch 1778 | loss: 0.031156 | val_loss: 0.0311652 | Time: 2459.99 ms
[2022-04-24 13:39:51 main:581] : INFO : Epoch 1779 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 2461.87 ms
[2022-04-24 13:39:53 main:581] : INFO : Epoch 1780 | loss: 0.031155 | val_loss: 0.0311661 | Time: 2460.22 ms
[2022-04-24 13:39:56 main:581] : INFO : Epoch 1781 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 2458.65 ms
[2022-04-24 13:39:58 main:581] : INFO : Epoch 1782 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 2462.54 ms
[2022-04-24 13:40:01 main:581] : INFO : Epoch 1783 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 2460.66 ms
[2022-04-24 13:40:03 main:581] : INFO : Epoch 1784 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 2463.28 ms
[2022-04-24 13:40:05 main:581] : INFO : Epoch 1785 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 2464 ms
[2022-04-24 13:40:08 main:581] : INFO : Epoch 1786 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 2460.56 ms
[2022-04-24 13:40:10 main:581] : INFO : Epoch 1787 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 2462.07 ms
[2022-04-24 13:40:13 main:581] : INFO : Epoch 1788 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 2462.95 ms
[2022-04-24 13:40:15 main:581] : INFO : Epoch 1789 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 2461.32 ms
[2022-04-24 13:40:18 main:581] : INFO : Epoch 1790 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 2460.42 ms
[2022-04-24 13:40:20 main:581] : INFO : Epoch 1791 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 2462.28 ms
[2022-04-24 13:40:23 main:581] : INFO : Epoch 1792 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 2460.74 ms
[2022-04-24 13:40:25 main:581] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 2460.59 ms
[2022-04-24 13:40:28 main:581] : INFO : Epoch 1794 | loss: 0.0311604 | val_loss: 0.0311662 | Time: 2458.64 ms
[2022-04-24 13:40:30 main:581] : INFO : Epoch 1795 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 2466.36 ms
[2022-04-24 13:40:33 main:581] : INFO : Epoch 1796 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 2461.91 ms
[2022-04-24 13:40:35 main:581] : INFO : Epoch 1797 | loss: 0.0311606 | val_loss: 0.031166 | Time: 2457.54 ms
[2022-04-24 13:40:37 main:581] : INFO : Epoch 1798 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 2457.83 ms
[2022-04-24 13:40:40 main:581] : INFO : Epoch 1799 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 2468.19 ms
[2022-04-24 13:40:42 main:581] : INFO : Epoch 1800 | loss: 0.0311607 | val_loss: 0.0311668 | Time: 2463.4 ms
[2022-04-24 13:40:45 main:581] : INFO : Epoch 1801 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 2465.48 ms
[2022-04-24 13:40:47 main:581] : INFO : Epoch 1802 | loss: 0.03116 | val_loss: 0.0311697 | Time: 2466.26 ms
[2022-04-24 13:40:50 main:581] : INFO : Epoch 1803 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2462.28 ms
[2022-04-24 13:40:52 main:581] : INFO : Epoch 1804 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 2460.42 ms
[2022-04-24 13:40:55 main:581] : INFO : Epoch 1805 | loss: 0.0311591 | val_loss: 0.0311649 | Time: 2458.98 ms
[2022-04-24 13:40:57 main:581] : INFO : Epoch 1806 | loss: 0.0311573 | val_loss: 0.0311679 | Time: 2465.69 ms
[2022-04-24 13:41:00 main:581] : INFO : Epoch 1807 | loss: 0.0311568 | val_loss: 0.0311647 | Time: 2462.96 ms
[2022-04-24 13:41:02 main:581] : INFO : Epoch 1808 | loss: 0.0311563 | val_loss: 0.031165 | Time: 2460.65 ms
[2022-04-24 13:41:05 main:581] : INFO : Epoch 1809 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 2467.81 ms
[2022-04-24 13:41:07 main:581] : INFO : Epoch 1810 | loss: 0.0311552 | val_loss: 0.031168 | Time: 2461.53 ms
[2022-04-24 13:41:10 main:581] : INFO : Epoch 1811 | loss: 0.031155 | val_loss: 0.0311673 | Time: 2460.25 ms
[2022-04-24 13:41:12 main:581] : INFO : Epoch 1812 | loss: 0.0311552 | val_loss: 0.0311672 | Time: 2457.72 ms
[2022-04-24 13:41:14 main:581] : INFO : Epoch 1813 | loss: 0.031155 | val_loss: 0.0311672 | Time: 2467.24 ms
[2022-04-24 13:41:17 main:581] : INFO : Epoch 1814 | loss: 0.0311545 | val_loss: 0.0311651 | Time: 2464.25 ms
[2022-04-24 13:41:19 main:581] : INFO : Epoch 1815 | loss: 0.0311541 | val_loss: 0.031165 | Time: 2462.36 ms
[2022-04-24 13:41:22 main:581] : INFO : Epoch 1816 | loss: 0.031154 | val_loss: 0.031166 | Time: 2464.95 ms
[2022-04-24 13:41:24 main:581] : INFO : Epoch 1817 | loss: 0.0311547 | val_loss: 0.0311663 | Time: 2464.69 ms
[2022-04-24 13:41:27 main:581] : INFO : Epoch 1818 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 2461.83 ms
[2022-04-24 13:41:29 main:581] : INFO : Epoch 1819 | loss: 0.0311545 | val_loss: 0.0311671 | Time: 2462.9 ms
[2022-04-24 13:41:32 main:581] : INFO : Epoch 1820 | loss: 0.031154 | val_loss: 0.031168 | Time: 2463.12 ms
[2022-04-24 13:41:34 main:581] : INFO : Epoch 1821 | loss: 0.0311535 | val_loss: 0.0311653 | Time: 2464.72 ms
[2022-04-24 13:41:37 main:581] : INFO : Epoch 1822 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 2462.52 ms
[2022-04-24 13:41:39 main:581] : INFO : Epoch 1823 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 2464.62 ms
[2022-04-24 13:41:42 main:581] : INFO : Epoch 1824 | loss: 0.0311541 | val_loss: 0.0311647 | Time: 2467.39 ms
[2022-04-24 13:41:44 main:581] : INFO : Epoch 1825 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 2464.68 ms
[2022-04-24 13:41:46 main:581] : INFO : Epoch 1826 | loss: 0.0311539 | val_loss: 0.031167 | Time: 2463.82 ms
[2022-04-24 13:41:49 main:581] : INFO : Epoch 1827 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 2460.76 ms
[2022-04-24 13:41:51 main:581] : INFO : Epoch 1828 | loss: 0.0311523 | val_loss: 0.031165 | Time: 2464.6 ms
[2022-04-24 13:41:54 main:581] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311659 | Time: 2462.29 ms
[2022-04-24 13:41:56 main:581] : INFO : Epoch 1830 | loss: 0.0311531 | val_loss: 0.0311648 | Time: 2462.32 ms
[2022-04-24 13:41:59 main:581] : INFO : Epoch 1831 | loss: 0.0311518 | val_loss: 0.0311665 | Time: 2461.51 ms
[2022-04-24 13:42:01 main:581] : INFO : Epoch 1832 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 2465.65 ms
[2022-04-24 13:42:04 main:581] : INFO : Epoch 1833 | loss: 0.0311527 | val_loss: 0.0311704 | Time: 2414.64 ms
[2022-04-24 13:42:06 main:581] : INFO : Epoch 1834 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 2441.85 ms
[2022-04-24 13:42:09 main:581] : INFO : Epoch 1835 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 2443.1 ms
[2022-04-24 13:42:11 main:581] : INFO : Epoch 1836 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 2447.31 ms
[2022-04-24 13:42:13 main:581] : INFO : Epoch 1837 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 2443.77 ms
[2022-04-24 13:42:16 main:581] : INFO : Epoch 1838 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 2438.38 ms
[2022-04-24 13:42:18 main:581] : INFO : Epoch 1839 | loss: 0.0311522 | val_loss: 0.0311658 | Time: 2444.18 ms
[2022-04-24 13:42:21 main:581] : INFO : Epoch 1840 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 2443.22 ms
[2022-04-24 13:42:23 main:581] : INFO : Epoch 1841 | loss: 0.0311543 | val_loss: 0.0311652 | Time: 2444.5 ms
[2022-04-24 13:42:26 main:581] : INFO : Epoch 1842 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 2438.02 ms
[2022-04-24 13:42:28 main:581] : INFO : Epoch 1843 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 2444.29 ms
[2022-04-24 13:42:31 main:581] : INFO : Epoch 1844 | loss: 0.0311549 | val_loss: 0.0311647 | Time: 2446.37 ms
[2022-04-24 13:42:33 main:581] : INFO : Epoch 1845 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 2441.88 ms
[2022-04-24 13:42:35 main:581] : INFO : Epoch 1846 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 2445.99 ms
[2022-04-24 13:42:38 main:581] : INFO : Epoch 1847 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 2443.7 ms
[2022-04-24 13:42:40 main:581] : INFO : Epoch 1848 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 2448.18 ms
[2022-04-24 13:42:43 main:581] : INFO : Epoch 1849 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 2443.88 ms
[2022-04-24 13:42:45 main:581] : INFO : Epoch 1850 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 2442.04 ms
[2022-04-24 13:42:48 main:581] : INFO : Epoch 1851 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 2445.03 ms
[2022-04-24 13:42:50 main:581] : INFO : Epoch 1852 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 2442.26 ms
[2022-04-24 13:42:53 main:581] : INFO : Epoch 1853 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 2441.22 ms
[2022-04-24 13:42:55 main:581] : INFO : Epoch 1854 | loss: 0.0311582 | val_loss: 0.0311632 | Time: 2445.93 ms
[2022-04-24 13:42:57 main:581] : INFO : Epoch 1855 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 2445.99 ms
[2022-04-24 13:43:00 main:581] : INFO : Epoch 1856 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 2442.25 ms
[2022-04-24 13:43:02 main:581] : INFO : Epoch 1857 | loss: 0.0311561 | val_loss: 0.0311629 | Time: 2441.82 ms
[2022-04-24 13:43:05 main:581] : INFO : Epoch 1858 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 2449.12 ms
[2022-04-24 13:43:07 main:581] : INFO : Epoch 1859 | loss: 0.0311557 | val_loss: 0.0311619 | Time: 2444.06 ms
[2022-04-24 13:43:10 main:581] : INFO : Epoch 1860 | loss: 0.0311558 | val_loss: 0.031161 | Time: 2445.29 ms
[2022-04-24 13:43:12 main:581] : INFO : Epoch 1861 | loss: 0.0311547 | val_loss: 0.0311627 | Time: 2444.65 ms
[2022-04-24 13:43:15 main:581] : INFO : Epoch 1862 | loss: 0.0311545 | val_loss: 0.0311616 | Time: 2445.91 ms
[2022-04-24 13:43:17 main:581] : INFO : Epoch 1863 | loss: 0.0311544 | val_loss: 0.0311618 | Time: 2445.14 ms
[2022-04-24 13:43:19 main:581] : INFO : Epoch 1864 | loss: 0.0311536 | val_loss: 0.0311631 | Time: 2441.53 ms
[2022-04-24 13:43:22 main:581] : INFO : Epoch 1865 | loss: 0.0311536 | val_loss: 0.0311639 | Time: 2449.24 ms
[2022-04-24 13:43:24 main:581] : INFO : Epoch 1866 | loss: 0.0311543 | val_loss: 0.0311633 | Time: 2441.92 ms
[2022-04-24 13:43:27 main:581] : INFO : Epoch 1867 | loss: 0.0311543 | val_loss: 0.0311624 | Time: 2442.17 ms
[2022-04-24 13:43:29 main:581] : INFO : Epoch 1868 | loss: 0.0311551 | val_loss: 0.0311628 | Time: 2448.23 ms
[2022-04-24 13:43:32 main:581] : INFO : Epoch 1869 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 2443.89 ms
[2022-04-24 13:43:34 main:581] : INFO : Epoch 1870 | loss: 0.0311545 | val_loss: 0.0311612 | Time: 2448.84 ms
[2022-04-24 13:43:37 main:581] : INFO : Epoch 1871 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 2445.7 ms
[2022-04-24 13:43:39 main:581] : INFO : Epoch 1872 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 2444.76 ms
[2022-04-24 13:43:41 main:581] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311615 | Time: 2447.39 ms
[2022-04-24 13:43:44 main:581] : INFO : Epoch 1874 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 2477.95 ms
[2022-04-24 13:43:46 main:581] : INFO : Epoch 1875 | loss: 0.0311541 | val_loss: 0.0311613 | Time: 2464.92 ms
[2022-04-24 13:43:49 main:581] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311652 | Time: 2463.01 ms
[2022-04-24 13:43:51 main:581] : INFO : Epoch 1877 | loss: 0.0311538 | val_loss: 0.0311607 | Time: 2459.16 ms
[2022-04-24 13:43:54 main:581] : INFO : Epoch 1878 | loss: 0.0311523 | val_loss: 0.031161 | Time: 2449.25 ms
[2022-04-24 13:43:56 main:581] : INFO : Epoch 1879 | loss: 0.0311535 | val_loss: 0.0311615 | Time: 2443.78 ms
[2022-04-24 13:43:59 main:581] : INFO : Epoch 1880 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 2441.22 ms
[2022-04-24 13:44:01 main:581] : INFO : Epoch 1881 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 2447.29 ms
[2022-04-24 13:44:04 main:581] : INFO : Epoch 1882 | loss: 0.0311541 | val_loss: 0.0311651 | Time: 2444.92 ms
[2022-04-24 13:44:06 main:581] : INFO : Epoch 1883 | loss: 0.0311543 | val_loss: 0.031162 | Time: 2442.06 ms
[2022-04-24 13:44:08 main:581] : INFO : Epoch 1884 | loss: 0.0311549 | val_loss: 0.0311655 | Time: 2441.94 ms
[2022-04-24 13:44:11 main:581] : INFO : Epoch 1885 | loss: 0.0311557 | val_loss: 0.0311643 | Time: 2445.45 ms
[2022-04-24 13:44:13 main:581] : INFO : Epoch 1886 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 2443.2 ms
[2022-04-24 13:44:16 main:581] : INFO : Epoch 1887 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 2438.42 ms
[2022-04-24 13:44:18 main:581] : INFO : Epoch 1888 | loss: 0.0311534 | val_loss: 0.0311657 | Time: 2448.73 ms
[2022-04-24 13:44:21 main:581] : INFO : Epoch 1889 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 2441.86 ms
[2022-04-24 13:44:23 main:581] : INFO : Epoch 1890 | loss: 0.0311537 | val_loss: 0.0311639 | Time: 2443.16 ms
[2022-04-24 13:44:26 main:581] : INFO : Epoch 1891 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 2442.08 ms
[2022-04-24 13:44:28 main:581] : INFO : Epoch 1892 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 2440.29 ms
[2022-04-24 13:44:30 main:581] : INFO : Epoch 1893 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 2442.93 ms
[2022-04-24 13:44:33 main:581] : INFO : Epoch 1894 | loss: 0.0311535 | val_loss: 0.0311625 | Time: 2441.54 ms
[2022-04-24 13:44:35 main:581] : INFO : Epoch 1895 | loss: 0.0311564 | val_loss: 0.0311658 | Time: 2442.07 ms
[2022-04-24 13:44:38 main:581] : INFO : Epoch 1896 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 2437.87 ms
[2022-04-24 13:44:40 main:581] : INFO : Epoch 1897 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 2443.82 ms
[2022-04-24 13:44:43 main:581] : INFO : Epoch 1898 | loss: 0.031153 | val_loss: 0.0311654 | Time: 2443.41 ms
[2022-04-24 13:44:45 main:581] : INFO : Epoch 1899 | loss: 0.0311519 | val_loss: 0.0311644 | Time: 2443.85 ms
[2022-04-24 13:44:48 main:581] : INFO : Epoch 1900 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 2445.37 ms
[2022-04-24 13:44:50 main:581] : INFO : Epoch 1901 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 2444.7 ms
[2022-04-24 13:44:52 main:581] : INFO : Epoch 1902 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 2441.98 ms
[2022-04-24 13:44:55 main:581] : INFO : Epoch 1903 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 2444.73 ms
[2022-04-24 13:44:57 main:581] : INFO : Epoch 1904 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 2441.25 ms
[2022-04-24 13:45:00 main:581] : INFO : Epoch 1905 | loss: 0.0311503 | val_loss: 0.031163 | Time: 2444.31 ms
[2022-04-24 13:45:02 main:581] : INFO : Epoch 1906 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 2446.36 ms
[2022-04-24 13:45:05 main:581] : INFO : Epoch 1907 | loss: 0.0311516 | val_loss: 0.0311647 | Time: 2444.16 ms
[2022-04-24 13:45:07 main:581] : INFO : Epoch 1908 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 2445.87 ms
[2022-04-24 13:45:10 main:581] : INFO : Epoch 1909 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 2442.85 ms
[2022-04-24 13:45:12 main:581] : INFO : Epoch 1910 | loss: 0.031152 | val_loss: 0.0311677 | Time: 2446.76 ms
[2022-04-24 13:45:14 main:581] : INFO : Epoch 1911 | loss: 0.031153 | val_loss: 0.0311677 | Time: 2441.01 ms
[2022-04-24 13:45:17 main:581] : INFO : Epoch 1912 | loss: 0.0311522 | val_loss: 0.031172 | Time: 2441.94 ms
[2022-04-24 13:45:19 main:581] : INFO : Epoch 1913 | loss: 0.031152 | val_loss: 0.0311662 | Time: 2440.97 ms
[2022-04-24 13:45:22 main:581] : INFO : Epoch 1914 | loss: 0.0311506 | val_loss: 0.0311659 | Time: 2448.88 ms
[2022-04-24 13:45:24 main:581] : INFO : Epoch 1915 | loss: 0.0311509 | val_loss: 0.0311692 | Time: 2443.9 ms
[2022-04-24 13:45:27 main:581] : INFO : Epoch 1916 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 2442.94 ms
[2022-04-24 13:45:29 main:581] : INFO : Epoch 1917 | loss: 0.0311542 | val_loss: 0.0311638 | Time: 2445.27 ms
[2022-04-24 13:45:32 main:581] : INFO : Epoch 1918 | loss: 0.031155 | val_loss: 0.0311682 | Time: 2442.28 ms
[2022-04-24 13:45:34 main:581] : INFO : Epoch 1919 | loss: 0.031157 | val_loss: 0.0311665 | Time: 2444.69 ms
[2022-04-24 13:45:36 main:581] : INFO : Epoch 1920 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 2442.05 ms
[2022-04-24 13:45:39 main:581] : INFO : Epoch 1921 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 2441.28 ms
[2022-04-24 13:45:41 main:581] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 2446.01 ms
[2022-04-24 13:45:44 main:581] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 2443.86 ms
[2022-04-24 13:45:46 main:581] : INFO : Epoch 1924 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 2441.69 ms
[2022-04-24 13:45:49 main:581] : INFO : Epoch 1925 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 2447.01 ms
[2022-04-24 13:45:51 main:581] : INFO : Epoch 1926 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2445.45 ms
[2022-04-24 13:45:54 main:581] : INFO : Epoch 1927 | loss: 0.0311544 | val_loss: 0.0311675 | Time: 2444.77 ms
[2022-04-24 13:45:56 main:581] : INFO : Epoch 1928 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 2439.32 ms
[2022-04-24 13:45:58 main:581] : INFO : Epoch 1929 | loss: 0.031154 | val_loss: 0.0311667 | Time: 2441.44 ms
[2022-04-24 13:46:01 main:581] : INFO : Epoch 1930 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 2440.39 ms
[2022-04-24 13:46:03 main:581] : INFO : Epoch 1931 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 2447.2 ms
[2022-04-24 13:46:06 main:581] : INFO : Epoch 1932 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 2444.24 ms
[2022-04-24 13:46:08 main:581] : INFO : Epoch 1933 | loss: 0.0311534 | val_loss: 0.0311662 | Time: 2438.79 ms
[2022-04-24 13:46:11 main:581] : INFO : Epoch 1934 | loss: 0.031152 | val_loss: 0.0311669 | Time: 2446.97 ms
[2022-04-24 13:46:13 main:581] : INFO : Epoch 1935 | loss: 0.0311528 | val_loss: 0.0311706 | Time: 2444.96 ms
[2022-04-24 13:46:16 main:581] : INFO : Epoch 1936 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 2445.27 ms
[2022-04-24 13:46:18 main:581] : INFO : Epoch 1937 | loss: 0.0311516 | val_loss: 0.0311664 | Time: 2445.5 ms
[2022-04-24 13:46:20 main:581] : INFO : Epoch 1938 | loss: 0.0311534 | val_loss: 0.0311675 | Time: 2441.83 ms
[2022-04-24 13:46:23 main:581] : INFO : Epoch 1939 | loss: 0.0311539 | val_loss: 0.0311659 | Time: 2445.22 ms
[2022-04-24 13:46:25 main:581] : INFO : Epoch 1940 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2447.61 ms
[2022-04-24 13:46:28 main:581] : INFO : Epoch 1941 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 2441.48 ms
[2022-04-24 13:46:30 main:581] : INFO : Epoch 1942 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 2442.34 ms
[2022-04-24 13:46:33 main:581] : INFO : Epoch 1943 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 2439.74 ms
[2022-04-24 13:46:35 main:581] : INFO : Epoch 1944 | loss: 0.0311548 | val_loss: 0.0311649 | Time: 2445.42 ms
[2022-04-24 13:46:38 main:581] : INFO : Epoch 1945 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 2443.78 ms
[2022-04-24 13:46:40 main:581] : INFO : Epoch 1946 | loss: 0.0311525 | val_loss: 0.031166 | Time: 2446.39 ms
[2022-04-24 13:46:42 main:581] : INFO : Epoch 1947 | loss: 0.0311519 | val_loss: 0.0311651 | Time: 2444.59 ms
[2022-04-24 13:46:45 main:581] : INFO : Epoch 1948 | loss: 0.0311518 | val_loss: 0.0311659 | Time: 2449.3 ms
[2022-04-24 13:46:47 main:581] : INFO : Epoch 1949 | loss: 0.0311533 | val_loss: 0.0311681 | Time: 2443.43 ms
[2022-04-24 13:46:50 main:581] : INFO : Epoch 1950 | loss: 0.031155 | val_loss: 0.0311722 | Time: 2447 ms
[2022-04-24 13:46:52 main:581] : INFO : Epoch 1951 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 2442.38 ms
[2022-04-24 13:46:55 main:581] : INFO : Epoch 1952 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 2440.35 ms
[2022-04-24 13:46:57 main:581] : INFO : Epoch 1953 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 2443.42 ms
[2022-04-24 13:47:00 main:581] : INFO : Epoch 1954 | loss: 0.0311507 | val_loss: 0.0311666 | Time: 2448.86 ms
[2022-04-24 13:47:02 main:581] : INFO : Epoch 1955 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 2446.82 ms
[2022-04-24 13:47:04 main:581] : INFO : Epoch 1956 | loss: 0.0311524 | val_loss: 0.0311634 | Time: 2440.86 ms
[2022-04-24 13:47:07 main:581] : INFO : Epoch 1957 | loss: 0.0311538 | val_loss: 0.031166 | Time: 2444.88 ms
[2022-04-24 13:47:09 main:581] : INFO : Epoch 1958 | loss: 0.0311512 | val_loss: 0.0311673 | Time: 2444.97 ms
[2022-04-24 13:47:12 main:581] : INFO : Epoch 1959 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 2442.5 ms
[2022-04-24 13:47:14 main:581] : INFO : Epoch 1960 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 2443.6 ms
[2022-04-24 13:47:17 main:581] : INFO : Epoch 1961 | loss: 0.0311525 | val_loss: 0.0311668 | Time: 2442.89 ms
[2022-04-24 13:47:19 main:581] : INFO : Epoch 1962 | loss: 0.0311516 | val_loss: 0.031166 | Time: 2443.61 ms
[2022-04-24 13:47:22 main:581] : INFO : Epoch 1963 | loss: 0.0311512 | val_loss: 0.0311665 | Time: 2446.07 ms
[2022-04-24 13:47:24 main:581] : INFO : Epoch 1964 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 2443.05 ms
[2022-04-24 13:47:26 main:581] : INFO : Epoch 1965 | loss: 0.0311517 | val_loss: 0.031164 | Time: 2441.92 ms
[2022-04-24 13:47:29 main:581] : INFO : Epoch 1966 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 2445.43 ms
[2022-04-24 13:47:31 main:581] : INFO : Epoch 1967 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 2445.42 ms
[2022-04-24 13:47:34 main:581] : INFO : Epoch 1968 | loss: 0.031152 | val_loss: 0.031166 | Time: 2442.67 ms
[2022-04-24 13:47:36 main:581] : INFO : Epoch 1969 | loss: 0.0311519 | val_loss: 0.0311686 | Time: 2448.65 ms
[2022-04-24 13:47:39 main:581] : INFO : Epoch 1970 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 2445.01 ms
[2022-04-24 13:47:41 main:581] : INFO : Epoch 1971 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 2442.41 ms
[2022-04-24 13:47:44 main:581] : INFO : Epoch 1972 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 2441.04 ms
[2022-04-24 13:47:46 main:581] : INFO : Epoch 1973 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 2442.19 ms
[2022-04-24 13:47:48 main:581] : INFO : Epoch 1974 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 2442.99 ms
[2022-04-24 13:47:51 main:581] : INFO : Epoch 1975 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 2444.97 ms
[2022-04-24 13:47:53 main:581] : INFO : Epoch 1976 | loss: 0.0311556 | val_loss: 0.031168 | Time: 2445.08 ms
[2022-04-24 13:47:56 main:581] : INFO : Epoch 1977 | loss: 0.0311576 | val_loss: 0.031169 | Time: 2446.86 ms
[2022-04-24 13:47:58 main:581] : INFO : Epoch 1978 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 2443.32 ms
[2022-04-24 13:48:01 main:581] : INFO : Epoch 1979 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 2443.66 ms
[2022-04-24 13:48:03 main:581] : INFO : Epoch 1980 | loss: 0.031163 | val_loss: 0.031173 | Time: 2438.23 ms
[2022-04-24 13:48:06 main:581] : INFO : Epoch 1981 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 2444.27 ms
[2022-04-24 13:48:08 main:581] : INFO : Epoch 1982 | loss: 0.031155 | val_loss: 0.0311678 | Time: 2441.64 ms
[2022-04-24 13:48:10 main:581] : INFO : Epoch 1983 | loss: 0.0311552 | val_loss: 0.0311687 | Time: 2442.95 ms
[2022-04-24 13:48:13 main:581] : INFO : Epoch 1984 | loss: 0.0311542 | val_loss: 0.0311732 | Time: 2446.78 ms
[2022-04-24 13:48:15 main:581] : INFO : Epoch 1985 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 2444.39 ms
[2022-04-24 13:48:18 main:581] : INFO : Epoch 1986 | loss: 0.0311525 | val_loss: 0.0311733 | Time: 2443.37 ms
[2022-04-24 13:48:20 main:581] : INFO : Epoch 1987 | loss: 0.0311519 | val_loss: 0.03117 | Time: 2440.32 ms
[2022-04-24 13:48:23 main:581] : INFO : Epoch 1988 | loss: 0.031153 | val_loss: 0.0311666 | Time: 2448.16 ms
[2022-04-24 13:48:25 main:581] : INFO : Epoch 1989 | loss: 0.0311515 | val_loss: 0.0311694 | Time: 2445.98 ms
[2022-04-24 13:48:28 main:581] : INFO : Epoch 1990 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 2445.84 ms
[2022-04-24 13:48:30 main:581] : INFO : Epoch 1991 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 2444.84 ms
[2022-04-24 13:48:32 main:581] : INFO : Epoch 1992 | loss: 0.031151 | val_loss: 0.0311661 | Time: 2444.82 ms
[2022-04-24 13:48:35 main:581] : INFO : Epoch 1993 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 2442.54 ms
[2022-04-24 13:48:37 main:581] : INFO : Epoch 1994 | loss: 0.0311515 | val_loss: 0.0311688 | Time: 2447.18 ms
[2022-04-24 13:48:40 main:581] : INFO : Epoch 1995 | loss: 0.0311508 | val_loss: 0.0311682 | Time: 2442.27 ms
[2022-04-24 13:48:42 main:581] : INFO : Epoch 1996 | loss: 0.0311506 | val_loss: 0.031168 | Time: 2439.12 ms
[2022-04-24 13:48:45 main:581] : INFO : Epoch 1997 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 2447.05 ms
[2022-04-24 13:48:47 main:581] : INFO : Epoch 1998 | loss: 0.0311513 | val_loss: 0.0311668 | Time: 2439.98 ms
[2022-04-24 13:48:50 main:581] : INFO : Epoch 1999 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 2440.06 ms
[2022-04-24 13:48:52 main:581] : INFO : Epoch 2000 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 2445.41 ms
[2022-04-24 13:48:54 main:581] : INFO : Epoch 2001 | loss: 0.0311528 | val_loss: 0.0311672 | Time: 2443.71 ms
[2022-04-24 13:48:57 main:581] : INFO : Epoch 2002 | loss: 0.0311518 | val_loss: 0.0311667 | Time: 2443.16 ms
[2022-04-24 13:48:59 main:581] : INFO : Epoch 2003 | loss: 0.0311508 | val_loss: 0.0311702 | Time: 2437.74 ms
[2022-04-24 13:49:02 main:581] : INFO : Epoch 2004 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 2447.75 ms
[2022-04-24 13:49:04 main:581] : INFO : Epoch 2005 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 2443.85 ms
[2022-04-24 13:49:07 main:581] : INFO : Epoch 2006 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 2443.74 ms
[2022-04-24 13:49:09 main:581] : INFO : Epoch 2007 | loss: 0.0311501 | val_loss: 0.0311653 | Time: 2446.63 ms
[2022-04-24 13:49:12 main:581] : INFO : Epoch 2008 | loss: 0.0311499 | val_loss: 0.031166 | Time: 2441.12 ms
[2022-04-24 13:49:14 main:581] : INFO : Epoch 2009 | loss: 0.0311511 | val_loss: 0.0311691 | Time: 2443.47 ms
[2022-04-24 13:49:16 main:581] : INFO : Epoch 2010 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 2442.57 ms
[2022-04-24 13:49:19 main:581] : INFO : Epoch 2011 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 2442.17 ms
[2022-04-24 13:49:21 main:581] : INFO : Epoch 2012 | loss: 0.0311515 | val_loss: 0.0311656 | Time: 2442.07 ms
[2022-04-24 13:49:24 main:581] : INFO : Epoch 2013 | loss: 0.0311501 | val_loss: 0.0311641 | Time: 2441.88 ms
[2022-04-24 13:49:26 main:581] : INFO : Epoch 2014 | loss: 0.0311501 | val_loss: 0.0311639 | Time: 2442.95 ms
[2022-04-24 13:49:29 main:581] : INFO : Epoch 2015 | loss: 0.0311507 | val_loss: 0.0311653 | Time: 2442.15 ms
[2022-04-24 13:49:31 main:581] : INFO : Epoch 2016 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 2447.88 ms
[2022-04-24 13:49:33 main:581] : INFO : Epoch 2017 | loss: 0.03115 | val_loss: 0.0311651 | Time: 2442.11 ms
[2022-04-24 13:49:36 main:581] : INFO : Epoch 2018 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 2439.48 ms
[2022-04-24 13:49:38 main:581] : INFO : Epoch 2019 | loss: 0.0311496 | val_loss: 0.0311621 | Time: 2438.08 ms
[2022-04-24 13:49:41 main:581] : INFO : Epoch 2020 | loss: 0.0311489 | val_loss: 0.0311639 | Time: 2444.65 ms
[2022-04-24 13:49:43 main:581] : INFO : Epoch 2021 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 2441.32 ms
[2022-04-24 13:49:46 main:581] : INFO : Epoch 2022 | loss: 0.0311487 | val_loss: 0.0311648 | Time: 2447.16 ms
[2022-04-24 13:49:48 main:581] : INFO : Epoch 2023 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 2444.69 ms
[2022-04-24 13:49:51 main:581] : INFO : Epoch 2024 | loss: 0.031152 | val_loss: 0.0311652 | Time: 2442.43 ms
[2022-04-24 13:49:53 main:581] : INFO : Epoch 2025 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 2442.01 ms
[2022-04-24 13:49:55 main:581] : INFO : Epoch 2026 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 2443.34 ms
[2022-04-24 13:49:58 main:581] : INFO : Epoch 2027 | loss: 0.031153 | val_loss: 0.0311685 | Time: 2442.18 ms
[2022-04-24 13:50:00 main:581] : INFO : Epoch 2028 | loss: 0.031153 | val_loss: 0.0311704 | Time: 2449.26 ms
[2022-04-24 13:50:03 main:581] : INFO : Epoch 2029 | loss: 0.0311522 | val_loss: 0.0311661 | Time: 2443.51 ms
[2022-04-24 13:50:05 main:581] : INFO : Epoch 2030 | loss: 0.0311499 | val_loss: 0.0311663 | Time: 2442.27 ms
[2022-04-24 13:50:08 main:581] : INFO : Epoch 2031 | loss: 0.0311485 | val_loss: 0.0311717 | Time: 2445.21 ms
[2022-04-24 13:50:10 main:581] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311668 | Time: 2443.4 ms
[2022-04-24 13:50:13 main:581] : INFO : Epoch 2033 | loss: 0.0311508 | val_loss: 0.0311672 | Time: 2437.48 ms
[2022-04-24 13:50:15 main:581] : INFO : Epoch 2034 | loss: 0.0311501 | val_loss: 0.031167 | Time: 2446.64 ms
[2022-04-24 13:50:17 main:581] : INFO : Epoch 2035 | loss: 0.0311487 | val_loss: 0.031169 | Time: 2441.2 ms
[2022-04-24 13:50:20 main:581] : INFO : Epoch 2036 | loss: 0.0311496 | val_loss: 0.0311735 | Time: 2439.3 ms
[2022-04-24 13:50:22 main:581] : INFO : Epoch 2037 | loss: 0.0311509 | val_loss: 0.0311649 | Time: 2443.42 ms
[2022-04-24 13:50:25 main:581] : INFO : Epoch 2038 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 2444.75 ms
[2022-04-24 13:50:27 main:581] : INFO : Epoch 2039 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 2444.01 ms
[2022-04-24 13:50:30 main:581] : INFO : Epoch 2040 | loss: 0.0311493 | val_loss: 0.0311687 | Time: 2443.68 ms
[2022-04-24 13:50:32 main:581] : INFO : Epoch 2041 | loss: 0.03115 | val_loss: 0.0311639 | Time: 2446.38 ms
[2022-04-24 13:50:35 main:581] : INFO : Epoch 2042 | loss: 0.0311548 | val_loss: 0.0311683 | Time: 2443.77 ms
[2022-04-24 13:50:37 main:581] : INFO : Epoch 2043 | loss: 0.031161 | val_loss: 0.0311717 | Time: 2444.61 ms
[2022-04-24 13:50:39 main:581] : INFO : Epoch 2044 | loss: 0.0311562 | val_loss: 0.0311659 | Time: 2441.47 ms
[2022-04-24 13:50:42 main:581] : INFO : Epoch 2045 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 2439.77 ms
[2022-04-24 13:50:44 main:581] : INFO : Epoch 2046 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 2445.79 ms
[2022-04-24 13:50:47 main:581] : INFO : Epoch 2047 | loss: 0.031153 | val_loss: 0.0311629 | Time: 2444.71 ms
[2022-04-24 13:50:49 main:581] : INFO : Epoch 2048 | loss: 0.0311532 | val_loss: 0.0311675 | Time: 2441.46 ms
[2022-04-24 13:50:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311675
[2022-04-24 13:50:49 main:610] : INFO : Saving end state to config to file
[2022-04-24 13:50:49 main:615] : INFO : Success, exiting..
13:50:49 (264908): 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)