Task 12839609
| Name | ParityModified-1645993125-8711-2-0_0 |
| Workunit | 9982936 |
| Created | 9 Mar 2022, 20:00:03 UTC |
| Sent | 10 Mar 2022, 13:40:02 UTC |
| Report deadline | 18 Mar 2022, 13:40:02 UTC |
| Received | 12 Mar 2022, 8:20:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 44 min 11 sec |
| CPU time | 3 hours 32 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311529 | val_loss: 0.0311646 | Time: 6470.16 ms
[2022-03-12 14:24:06 main:574] : INFO : Epoch 1543 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 6450.8 ms
[2022-03-12 14:24:13 main:574] : INFO : Epoch 1544 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 6439.8 ms
[2022-03-12 14:24:19 main:574] : INFO : Epoch 1545 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 6511.35 ms
[2022-03-12 14:24:26 main:574] : INFO : Epoch 1546 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 6532.86 ms
[2022-03-12 14:24:32 main:574] : INFO : Epoch 1547 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 6444.88 ms
[2022-03-12 14:24:39 main:574] : INFO : Epoch 1548 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 6459.42 ms
[2022-03-12 14:24:45 main:574] : INFO : Epoch 1549 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 6432.39 ms
[2022-03-12 14:24:52 main:574] : INFO : Epoch 1550 | loss: 0.0311524 | val_loss: 0.0311654 | Time: 6578.49 ms
[2022-03-12 14:24:58 main:574] : INFO : Epoch 1551 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 6504.35 ms
[2022-03-12 14:25:05 main:574] : INFO : Epoch 1552 | loss: 0.0311563 | val_loss: 0.031167 | Time: 6439.18 ms
[2022-03-12 14:25:11 main:574] : INFO : Epoch 1553 | loss: 0.03116 | val_loss: 0.0311655 | Time: 6424.26 ms
[2022-03-12 14:25:17 main:574] : INFO : Epoch 1554 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 6486.47 ms
[2022-03-12 14:25:24 main:574] : INFO : Epoch 1555 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 6572.34 ms
[2022-03-12 14:25:31 main:574] : INFO : Epoch 1556 | loss: 0.0311541 | val_loss: 0.0311625 | Time: 6457.52 ms
[2022-03-12 14:25:37 main:574] : INFO : Epoch 1557 | loss: 0.0311546 | val_loss: 0.031165 | Time: 6432.46 ms
[2022-03-12 14:25:43 main:574] : INFO : Epoch 1558 | loss: 0.0311536 | val_loss: 0.031163 | Time: 6436.29 ms
[2022-03-12 14:25:50 main:574] : INFO : Epoch 1559 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 6510.8 ms
[2022-03-12 14:25:57 main:574] : INFO : Epoch 1560 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 6611.32 ms
[2022-03-12 14:26:03 main:574] : INFO : Epoch 1561 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 6512.75 ms
[2022-03-12 14:26:10 main:574] : INFO : Epoch 1562 | loss: 0.0311713 | val_loss: 0.0311682 | Time: 6436.29 ms
[2022-03-12 14:26:16 main:574] : INFO : Epoch 1563 | loss: 0.0311664 | val_loss: 0.0311677 | Time: 6445.76 ms
[2022-03-12 14:26:23 main:574] : INFO : Epoch 1564 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 6557.59 ms
[2022-03-12 14:26:29 main:574] : INFO : Epoch 1565 | loss: 0.0311678 | val_loss: 0.0311824 | Time: 6509.33 ms
[2022-03-12 14:26:36 main:574] : INFO : Epoch 1566 | loss: 0.0311696 | val_loss: 0.0311679 | Time: 6427.97 ms
[2022-03-12 14:26:42 main:574] : INFO : Epoch 1567 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 6452.06 ms
[2022-03-12 14:26:49 main:574] : INFO : Epoch 1568 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 6491.63 ms
[2022-03-12 14:26:55 main:574] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311641 | Time: 6600.91 ms
[2022-03-12 14:27:02 main:574] : INFO : Epoch 1570 | loss: 0.0311609 | val_loss: 0.0311649 | Time: 6439.85 ms
[2022-03-12 14:27:08 main:574] : INFO : Epoch 1571 | loss: 0.03116 | val_loss: 0.0311646 | Time: 6441.57 ms
[2022-03-12 14:27:14 main:574] : INFO : Epoch 1572 | loss: 0.0311588 | val_loss: 0.0311655 | Time: 6450.79 ms
[2022-03-12 14:27:21 main:574] : INFO : Epoch 1573 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 6545.39 ms
[2022-03-12 14:27:28 main:574] : INFO : Epoch 1574 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 6523.9 ms
[2022-03-12 14:27:34 main:574] : INFO : Epoch 1575 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 6449.35 ms
[2022-03-12 14:27:40 main:574] : INFO : Epoch 1576 | loss: 0.031158 | val_loss: 0.0311635 | Time: 6431.52 ms
[2022-03-12 14:27:47 main:574] : INFO : Epoch 1577 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 6461.35 ms
[2022-03-12 14:27:53 main:574] : INFO : Epoch 1578 | loss: 0.031157 | val_loss: 0.0311639 | Time: 6558.97 ms
[2022-03-12 14:28:00 main:574] : INFO : Epoch 1579 | loss: 0.031158 | val_loss: 0.0311728 | Time: 6498.25 ms
[2022-03-12 14:28:06 main:574] : INFO : Epoch 1580 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 6450.55 ms
[2022-03-12 14:28:13 main:574] : INFO : Epoch 1581 | loss: 0.0311564 | val_loss: 0.0311637 | Time: 6457.59 ms
[2022-03-12 14:28:19 main:574] : INFO : Epoch 1582 | loss: 0.0311584 | val_loss: 0.031162 | Time: 6486.47 ms
[2022-03-12 14:28:26 main:574] : INFO : Epoch 1583 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 6561.23 ms
[2022-03-12 14:28:32 main:574] : INFO : Epoch 1584 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 6493.89 ms
[2022-03-12 14:28:39 main:574] : INFO : Epoch 1585 | loss: 0.031155 | val_loss: 0.0311683 | Time: 6448.26 ms
[2022-03-12 14:28:45 main:574] : INFO : Epoch 1586 | loss: 0.031157 | val_loss: 0.0311627 | Time: 6421.51 ms
[2022-03-12 14:28:52 main:574] : INFO : Epoch 1587 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 6433.75 ms
[2022-03-12 14:28:58 main:574] : INFO : Epoch 1588 | loss: 0.031159 | val_loss: 0.0311667 | Time: 6438.41 ms
[2022-03-12 14:29:05 main:574] : INFO : Epoch 1589 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 6540.96 ms
[2022-03-12 14:29:11 main:574] : INFO : Epoch 1590 | loss: 0.0311546 | val_loss: 0.0311629 | Time: 6543.82 ms
[2022-03-12 14:29:18 main:574] : INFO : Epoch 1591 | loss: 0.031154 | val_loss: 0.0311659 | Time: 6441.61 ms
[2022-03-12 14:29:24 main:574] : INFO : Epoch 1592 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 6442.99 ms
[2022-03-12 14:29:31 main:574] : INFO : Epoch 1593 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 6475.02 ms
[2022-03-12 14:29:37 main:574] : INFO : Epoch 1594 | loss: 0.0311558 | val_loss: 0.0311649 | Time: 6548.77 ms
[2022-03-12 14:29:44 main:574] : INFO : Epoch 1595 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 6500.84 ms
[2022-03-12 14:29:50 main:574] : INFO : Epoch 1596 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 6460.2 ms
[2022-03-12 14:29:57 main:574] : INFO : Epoch 1597 | loss: 0.0311542 | val_loss: 0.0311639 | Time: 6465.79 ms
[2022-03-12 14:30:03 main:574] : INFO : Epoch 1598 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 6486.59 ms
[2022-03-12 14:30:10 main:574] : INFO : Epoch 1599 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 6554.96 ms
[2022-03-12 14:30:16 main:574] : INFO : Epoch 1600 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 6470.04 ms
[2022-03-12 14:30:23 main:574] : INFO : Epoch 1601 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 6447.38 ms
[2022-03-12 14:30:29 main:574] : INFO : Epoch 1602 | loss: 0.031153 | val_loss: 0.0311676 | Time: 6440.99 ms
[2022-03-12 14:30:36 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 6513.85 ms
[2022-03-12 14:30:42 main:574] : INFO : Epoch 1604 | loss: 0.0311565 | val_loss: 0.0311748 | Time: 6539.25 ms
[2022-03-12 14:30:49 main:574] : INFO : Epoch 1605 | loss: 0.031155 | val_loss: 0.0311652 | Time: 6448.81 ms
[2022-03-12 14:30:55 main:574] : INFO : Epoch 1606 | loss: 0.0311523 | val_loss: 0.0311641 | Time: 6608.78 ms
[2022-03-12 14:31:02 main:574] : INFO : Epoch 1607 | loss: 0.0311507 | val_loss: 0.031165 | Time: 6500.09 ms
[2022-03-12 14:31:08 main:574] : INFO : Epoch 1608 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 6555.75 ms
[2022-03-12 14:31:15 main:574] : INFO : Epoch 1609 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 6506.45 ms
[2022-03-12 14:31:21 main:574] : INFO : Epoch 1610 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 6451.04 ms
[2022-03-12 14:31:28 main:574] : INFO : Epoch 1611 | loss: 0.0311516 | val_loss: 0.0311724 | Time: 6447.73 ms
[2022-03-12 14:31:34 main:574] : INFO : Epoch 1612 | loss: 0.0311539 | val_loss: 0.0311674 | Time: 6495.92 ms
[2022-03-12 14:31:41 main:574] : INFO : Epoch 1613 | loss: 0.0311588 | val_loss: 0.0311698 | Time: 6580.12 ms
[2022-03-12 14:31:47 main:574] : INFO : Epoch 1614 | loss: 0.031159 | val_loss: 0.031164 | Time: 6446.33 ms
[2022-03-12 14:31:54 main:574] : INFO : Epoch 1615 | loss: 0.0311565 | val_loss: 0.0311626 | Time: 6441.18 ms
[2022-03-12 14:32:00 main:574] : INFO : Epoch 1616 | loss: 0.0311557 | val_loss: 0.0311623 | Time: 6455.42 ms
[2022-03-12 14:32:07 main:574] : INFO : Epoch 1617 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 6546.14 ms
[2022-03-12 14:32:13 main:574] : INFO : Epoch 1618 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 6519.48 ms
[2022-03-12 14:32:20 main:574] : INFO : Epoch 1619 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 6435.8 ms
[2022-03-12 14:32:26 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 6454.89 ms
[2022-03-12 14:32:33 main:574] : INFO : Epoch 1621 | loss: 0.031153 | val_loss: 0.0311625 | Time: 6473.64 ms
[2022-03-12 14:32:39 main:574] : INFO : Epoch 1622 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 6546.74 ms
[2022-03-12 14:32:46 main:574] : INFO : Epoch 1623 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 6486.54 ms
[2022-03-12 14:32:52 main:574] : INFO : Epoch 1624 | loss: 0.0311542 | val_loss: 0.0311642 | Time: 6453.9 ms
[2022-03-12 14:32:59 main:574] : INFO : Epoch 1625 | loss: 0.0311524 | val_loss: 0.0311617 | Time: 6447.31 ms
[2022-03-12 14:33:05 main:574] : INFO : Epoch 1626 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 6486.28 ms
[2022-03-12 14:33:12 main:574] : INFO : Epoch 1627 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 6556.31 ms
[2022-03-12 14:33:18 main:574] : INFO : Epoch 1628 | loss: 0.0311515 | val_loss: 0.0311633 | Time: 6459.51 ms
[2022-03-12 14:33:25 main:574] : INFO : Epoch 1629 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 6456.68 ms
[2022-03-12 14:33:31 main:574] : INFO : Epoch 1630 | loss: 0.0311522 | val_loss: 0.0311616 | Time: 6434.99 ms
[2022-03-12 14:33:38 main:574] : INFO : Epoch 1631 | loss: 0.031151 | val_loss: 0.0311647 | Time: 6527.44 ms
[2022-03-12 14:33:44 main:574] : INFO : Epoch 1632 | loss: 0.0311519 | val_loss: 0.0311625 | Time: 6538.45 ms
[2022-03-12 14:33:51 main:574] : INFO : Epoch 1633 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 6457.69 ms
[2022-03-12 14:33:57 main:574] : INFO : Epoch 1634 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 6433.85 ms
[2022-03-12 14:34:03 main:574] : INFO : Epoch 1635 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 6453.38 ms
[2022-03-12 14:34:10 main:574] : INFO : Epoch 1636 | loss: 0.0311501 | val_loss: 0.0311625 | Time: 6433.39 ms
[2022-03-12 14:34:16 main:574] : INFO : Epoch 1637 | loss: 0.0311501 | val_loss: 0.0311647 | Time: 6454.17 ms
[2022-03-12 14:34:23 main:574] : INFO : Epoch 1638 | loss: 0.0311487 | val_loss: 0.0311644 | Time: 6544.24 ms
[2022-03-12 14:34:29 main:574] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 6492.58 ms
[2022-03-12 14:34:36 main:574] : INFO : Epoch 1640 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 6449.44 ms
[2022-03-12 14:34:42 main:574] : INFO : Epoch 1641 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 6444.58 ms
[2022-03-12 14:34:49 main:574] : INFO : Epoch 1642 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 6470.87 ms
[2022-03-12 14:34:55 main:574] : INFO : Epoch 1643 | loss: 0.0311507 | val_loss: 0.031166 | Time: 6557.19 ms
[2022-03-12 14:35:02 main:574] : INFO : Epoch 1644 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 6461.04 ms
[2022-03-12 14:35:08 main:574] : INFO : Epoch 1645 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 6456.67 ms
[2022-03-12 14:35:15 main:574] : INFO : Epoch 1646 | loss: 0.0311504 | val_loss: 0.0311657 | Time: 6430.93 ms
[2022-03-12 14:35:21 main:574] : INFO : Epoch 1647 | loss: 0.0311489 | val_loss: 0.0311636 | Time: 6524.14 ms
[2022-03-12 14:35:28 main:574] : INFO : Epoch 1648 | loss: 0.0311495 | val_loss: 0.0311656 | Time: 6541.73 ms
[2022-03-12 14:35:34 main:574] : INFO : Epoch 1649 | loss: 0.0311483 | val_loss: 0.0311619 | Time: 6457.16 ms
[2022-03-12 14:35:41 main:574] : INFO : Epoch 1650 | loss: 0.0311479 | val_loss: 0.0311642 | Time: 6438.52 ms
[2022-03-12 14:35:47 main:574] : INFO : Epoch 1651 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 6434.37 ms
[2022-03-12 14:35:54 main:574] : INFO : Epoch 1652 | loss: 0.0311482 | val_loss: 0.031162 | Time: 6563.64 ms
[2022-03-12 14:36:00 main:574] : INFO : Epoch 1653 | loss: 0.0311486 | val_loss: 0.031165 | Time: 6627.75 ms
[2022-03-12 14:36:07 main:574] : INFO : Epoch 1654 | loss: 0.0311479 | val_loss: 0.0311653 | Time: 6446.1 ms
[2022-03-12 14:36:13 main:574] : INFO : Epoch 1655 | loss: 0.0311476 | val_loss: 0.0311668 | Time: 6435.44 ms
[2022-03-12 14:36:20 main:574] : INFO : Epoch 1656 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 6487.37 ms
[2022-03-12 14:36:26 main:574] : INFO : Epoch 1657 | loss: 0.0311474 | val_loss: 0.0311652 | Time: 6562.29 ms
[2022-03-12 14:36:33 main:574] : INFO : Epoch 1658 | loss: 0.0311473 | val_loss: 0.031162 | Time: 6457.03 ms
[2022-03-12 14:36:39 main:574] : INFO : Epoch 1659 | loss: 0.031146 | val_loss: 0.0311635 | Time: 6420.86 ms
[2022-03-12 14:36:46 main:574] : INFO : Epoch 1660 | loss: 0.0311467 | val_loss: 0.0311631 | Time: 6432.96 ms
[2022-03-12 14:36:52 main:574] : INFO : Epoch 1661 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 6571.03 ms
[2022-03-12 14:36:59 main:574] : INFO : Epoch 1662 | loss: 0.0311461 | val_loss: 0.0311618 | Time: 6535.62 ms
[2022-03-12 14:37:05 main:574] : INFO : Epoch 1663 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 6445.26 ms
[2022-03-12 14:37:12 main:574] : INFO : Epoch 1664 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 6445.4 ms
[2022-03-12 14:37:18 main:574] : INFO : Epoch 1665 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 6457.85 ms
[2022-03-12 14:37:25 main:574] : INFO : Epoch 1666 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 6740.16 ms
[2022-03-12 14:37:31 main:574] : INFO : Epoch 1667 | loss: 0.0311493 | val_loss: 0.031161 | Time: 6497.88 ms
[2022-03-12 14:37:38 main:574] : INFO : Epoch 1668 | loss: 0.0311501 | val_loss: 0.0311635 | Time: 6465.76 ms
[2022-03-12 14:37:44 main:574] : INFO : Epoch 1669 | loss: 0.0311494 | val_loss: 0.0311615 | Time: 6460.16 ms
[2022-03-12 14:37:51 main:574] : INFO : Epoch 1670 | loss: 0.0311505 | val_loss: 0.031166 | Time: 6473.66 ms
[2022-03-12 14:37:57 main:574] : INFO : Epoch 1671 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 6565.15 ms
[2022-03-12 14:38:04 main:574] : INFO : Epoch 1672 | loss: 0.0311489 | val_loss: 0.0311616 | Time: 6461.2 ms
[2022-03-12 14:38:10 main:574] : INFO : Epoch 1673 | loss: 0.0311476 | val_loss: 0.031164 | Time: 6454.62 ms
[2022-03-12 14:38:17 main:574] : INFO : Epoch 1674 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 6423.7 ms
[2022-03-12 14:38:23 main:574] : INFO : Epoch 1675 | loss: 0.0311486 | val_loss: 0.0311627 | Time: 6526.18 ms
[2022-03-12 14:38:30 main:574] : INFO : Epoch 1676 | loss: 0.0311505 | val_loss: 0.0311679 | Time: 6540.18 ms
[2022-03-12 14:38:36 main:574] : INFO : Epoch 1677 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 6459.45 ms
[2022-03-12 14:38:43 main:574] : INFO : Epoch 1678 | loss: 0.0311486 | val_loss: 0.0311653 | Time: 6427.58 ms
[2022-03-12 14:38:49 main:574] : INFO : Epoch 1679 | loss: 0.0311483 | val_loss: 0.0311659 | Time: 6433.26 ms
[2022-03-12 14:38:56 main:574] : INFO : Epoch 1680 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 6585.42 ms
[2022-03-12 14:39:02 main:574] : INFO : Epoch 1681 | loss: 0.0311476 | val_loss: 0.0311605 | Time: 6514.36 ms
[2022-03-12 14:39:09 main:574] : INFO : Epoch 1682 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 6432.28 ms
[2022-03-12 14:39:15 main:574] : INFO : Epoch 1683 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 6440.84 ms
[2022-03-12 14:39:22 main:574] : INFO : Epoch 1684 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 6479.05 ms
[2022-03-12 14:39:28 main:574] : INFO : Epoch 1685 | loss: 0.031149 | val_loss: 0.0311659 | Time: 6582.08 ms
[2022-03-12 14:39:35 main:574] : INFO : Epoch 1686 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 6451.96 ms
[2022-03-12 14:39:41 main:574] : INFO : Epoch 1687 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 6444.95 ms
[2022-03-12 14:39:47 main:574] : INFO : Epoch 1688 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 6434.25 ms
[2022-03-12 14:39:54 main:574] : INFO : Epoch 1689 | loss: 0.0311485 | val_loss: 0.0311612 | Time: 6475.2 ms
[2022-03-12 14:40:00 main:574] : INFO : Epoch 1690 | loss: 0.0311495 | val_loss: 0.0311603 | Time: 6425.11 ms
[2022-03-12 14:40:07 main:574] : INFO : Epoch 1691 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 6514.44 ms
[2022-03-12 14:40:13 main:574] : INFO : Epoch 1692 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 6537.95 ms
[2022-03-12 14:40:20 main:574] : INFO : Epoch 1693 | loss: 0.0311476 | val_loss: 0.0311649 | Time: 6455.31 ms
[2022-03-12 14:40:26 main:574] : INFO : Epoch 1694 | loss: 0.0311507 | val_loss: 0.0311643 | Time: 6428.93 ms
[2022-03-12 14:40:33 main:574] : INFO : Epoch 1695 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 6456.7 ms
[2022-03-12 14:40:39 main:574] : INFO : Epoch 1696 | loss: 0.031147 | val_loss: 0.0311649 | Time: 6559.83 ms
[2022-03-12 14:40:46 main:574] : INFO : Epoch 1697 | loss: 0.0311468 | val_loss: 0.0311652 | Time: 6525.72 ms
[2022-03-12 14:40:52 main:574] : INFO : Epoch 1698 | loss: 0.0311465 | val_loss: 0.0311665 | Time: 6438.64 ms
[2022-03-12 14:40:59 main:574] : INFO : Epoch 1699 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 6531.89 ms
[2022-03-12 14:41:05 main:574] : INFO : Epoch 1700 | loss: 0.0311485 | val_loss: 0.031164 | Time: 6542.91 ms
[2022-03-12 14:41:12 main:574] : INFO : Epoch 1701 | loss: 0.0311496 | val_loss: 0.0311615 | Time: 6585.15 ms
[2022-03-12 14:41:18 main:574] : INFO : Epoch 1702 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 6455.72 ms
[2022-03-12 14:41:25 main:574] : INFO : Epoch 1703 | loss: 0.0311474 | val_loss: 0.0311648 | Time: 6437.3 ms
[2022-03-12 14:41:31 main:574] : INFO : Epoch 1704 | loss: 0.0311483 | val_loss: 0.0311684 | Time: 6437.43 ms
[2022-03-12 14:41:38 main:574] : INFO : Epoch 1705 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 6538.25 ms
[2022-03-12 14:41:44 main:574] : INFO : Epoch 1706 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 6529.23 ms
[2022-03-12 14:41:51 main:574] : INFO : Epoch 1707 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 6435 ms
[2022-03-12 14:41:57 main:574] : INFO : Epoch 1708 | loss: 0.0311508 | val_loss: 0.0311712 | Time: 6441.32 ms
[2022-03-12 14:42:04 main:574] : INFO : Epoch 1709 | loss: 0.03115 | val_loss: 0.0311688 | Time: 6451.09 ms
[2022-03-12 14:42:10 main:574] : INFO : Epoch 1710 | loss: 0.0311477 | val_loss: 0.031166 | Time: 6577.33 ms
[2022-03-12 14:42:17 main:574] : INFO : Epoch 1711 | loss: 0.0311454 | val_loss: 0.0311634 | Time: 6493.08 ms
[2022-03-12 14:42:23 main:574] : INFO : Epoch 1712 | loss: 0.031145 | val_loss: 0.0311676 | Time: 6496.68 ms
[2022-03-12 14:42:30 main:574] : INFO : Epoch 1713 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 6572.6 ms
[2022-03-12 14:42:36 main:574] : INFO : Epoch 1714 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 6452.8 ms
[2022-03-12 14:42:43 main:574] : INFO : Epoch 1715 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 6536.6 ms
[2022-03-12 14:42:49 main:574] : INFO : Epoch 1716 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 6549 ms
[2022-03-12 14:42:56 main:574] : INFO : Epoch 1717 | loss: 0.0311504 | val_loss: 0.0311623 | Time: 6452.63 ms
[2022-03-12 14:43:02 main:574] : INFO : Epoch 1718 | loss: 0.0311511 | val_loss: 0.031165 | Time: 6436.51 ms
[2022-03-12 14:43:09 main:574] : INFO : Epoch 1719 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 6451.13 ms
[2022-03-12 14:43:15 main:574] : INFO : Epoch 1720 | loss: 0.031148 | val_loss: 0.0311642 | Time: 6557.79 ms
[2022-03-12 14:43:22 main:574] : INFO : Epoch 1721 | loss: 0.031148 | val_loss: 0.0311642 | Time: 6521.64 ms
[2022-03-12 14:43:30 main:574] : INFO : Epoch 1722 | loss: 0.0311478 | val_loss: 0.0311631 | Time: 7727.75 ms
[2022-03-12 14:43:46 main:574] : INFO : Epoch 1723 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 16354.2 ms
[2022-03-12 14:43:53 main:574] : INFO : Epoch 1724 | loss: 0.031151 | val_loss: 0.0311635 | Time: 6533.91 ms
[2022-03-12 14:43:59 main:574] : INFO : Epoch 1725 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 6555.44 ms
[2022-03-12 14:44:06 main:574] : INFO : Epoch 1726 | loss: 0.0311502 | val_loss: 0.0311636 | Time: 6438.18 ms
[2022-03-12 14:44:12 main:574] : INFO : Epoch 1727 | loss: 0.031149 | val_loss: 0.0311622 | Time: 6444.76 ms
[2022-03-12 14:44:18 main:574] : INFO : Epoch 1728 | loss: 0.0311488 | val_loss: 0.0311641 | Time: 6442.32 ms
[2022-03-12 14:44:25 main:574] : INFO : Epoch 1729 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 6536.51 ms
[2022-03-12 14:44:32 main:574] : INFO : Epoch 1730 | loss: 0.0311497 | val_loss: 0.031162 | Time: 6505.65 ms
[2022-03-12 14:44:38 main:574] : INFO : Epoch 1731 | loss: 0.0311479 | val_loss: 0.0311648 | Time: 6432.32 ms
[2022-03-12 14:44:44 main:574] : INFO : Epoch 1732 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 6452.14 ms
[2022-03-12 14:44:51 main:574] : INFO : Epoch 1733 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 6469.36 ms
[2022-03-12 14:44:57 main:574] : INFO : Epoch 1734 | loss: 0.0311486 | val_loss: 0.0311623 | Time: 6567.13 ms
[2022-03-12 14:45:04 main:574] : INFO : Epoch 1735 | loss: 0.0311474 | val_loss: 0.0311606 | Time: 6470.6 ms
[2022-03-12 14:45:10 main:574] : INFO : Epoch 1736 | loss: 0.0311474 | val_loss: 0.0311619 | Time: 6448.1 ms
[2022-03-12 14:45:17 main:574] : INFO : Epoch 1737 | loss: 0.0311489 | val_loss: 0.0311645 | Time: 6427.73 ms
[2022-03-12 14:45:23 main:574] : INFO : Epoch 1738 | loss: 0.0311484 | val_loss: 0.0311607 | Time: 6515.09 ms
[2022-03-12 14:45:30 main:574] : INFO : Epoch 1739 | loss: 0.0311479 | val_loss: 0.031161 | Time: 6552.83 ms
[2022-03-12 14:45:36 main:574] : INFO : Epoch 1740 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 6438.14 ms
[2022-03-12 14:45:43 main:574] : INFO : Epoch 1741 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 6434.19 ms
[2022-03-12 14:45:49 main:574] : INFO : Epoch 1742 | loss: 0.0311479 | val_loss: 0.0311641 | Time: 6446.4 ms
[2022-03-12 14:45:56 main:574] : INFO : Epoch 1743 | loss: 0.0311471 | val_loss: 0.0311652 | Time: 6799.43 ms
[2022-03-12 14:46:03 main:574] : INFO : Epoch 1744 | loss: 0.031147 | val_loss: 0.03116 | Time: 6530.21 ms
[2022-03-12 14:46:09 main:574] : INFO : Epoch 1745 | loss: 0.0311471 | val_loss: 0.031163 | Time: 6433.7 ms
[2022-03-12 14:46:15 main:574] : INFO : Epoch 1746 | loss: 0.0311474 | val_loss: 0.0311617 | Time: 6433.22 ms
[2022-03-12 14:46:22 main:574] : INFO : Epoch 1747 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 6479.96 ms
[2022-03-12 14:46:28 main:574] : INFO : Epoch 1748 | loss: 0.0311456 | val_loss: 0.0311625 | Time: 6559.76 ms
[2022-03-12 14:46:35 main:574] : INFO : Epoch 1749 | loss: 0.0311444 | val_loss: 0.0311604 | Time: 6461.45 ms
[2022-03-12 14:46:41 main:574] : INFO : Epoch 1750 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 6433.15 ms
[2022-03-12 14:46:48 main:574] : INFO : Epoch 1751 | loss: 0.0311468 | val_loss: 0.0311628 | Time: 6435.33 ms
[2022-03-12 14:46:54 main:574] : INFO : Epoch 1752 | loss: 0.031147 | val_loss: 0.0311636 | Time: 6446.72 ms
[2022-03-12 14:47:01 main:574] : INFO : Epoch 1753 | loss: 0.031148 | val_loss: 0.0311654 | Time: 6432.74 ms
[2022-03-12 14:47:07 main:574] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 6482.38 ms
[2022-03-12 14:47:14 main:574] : INFO : Epoch 1755 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 6551.32 ms
[2022-03-12 14:47:20 main:574] : INFO : Epoch 1756 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 6465.05 ms
[2022-03-12 14:47:27 main:574] : INFO : Epoch 1757 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 6428.7 ms
[2022-03-12 14:47:33 main:574] : INFO : Epoch 1758 | loss: 0.0311495 | val_loss: 0.0311614 | Time: 6445.77 ms
[2022-03-12 14:47:40 main:574] : INFO : Epoch 1759 | loss: 0.0311485 | val_loss: 0.0311608 | Time: 6529.94 ms
[2022-03-12 14:47:46 main:574] : INFO : Epoch 1760 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 6541.82 ms
[2022-03-12 14:47:53 main:574] : INFO : Epoch 1761 | loss: 0.0311495 | val_loss: 0.0311591 | Time: 6435.85 ms
[2022-03-12 14:47:59 main:574] : INFO : Epoch 1762 | loss: 0.0311505 | val_loss: 0.0311622 | Time: 6437.35 ms
[2022-03-12 14:48:06 main:574] : INFO : Epoch 1763 | loss: 0.0311501 | val_loss: 0.0311604 | Time: 6424.03 ms
[2022-03-12 14:48:12 main:574] : INFO : Epoch 1764 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 6574.65 ms
[2022-03-12 14:48:19 main:574] : INFO : Epoch 1765 | loss: 0.0311511 | val_loss: 0.0311601 | Time: 6485.01 ms
[2022-03-12 14:48:25 main:574] : INFO : Epoch 1766 | loss: 0.0311608 | val_loss: 0.0311655 | Time: 6433.81 ms
[2022-03-12 14:48:31 main:574] : INFO : Epoch 1767 | loss: 0.031169 | val_loss: 0.0311658 | Time: 6430.94 ms
[2022-03-12 14:48:38 main:574] : INFO : Epoch 1768 | loss: 0.031166 | val_loss: 0.0311661 | Time: 6492.92 ms
[2022-03-12 14:48:44 main:574] : INFO : Epoch 1769 | loss: 0.0311661 | val_loss: 0.0311632 | Time: 6549.63 ms
[2022-03-12 14:48:51 main:574] : INFO : Epoch 1770 | loss: 0.031162 | val_loss: 0.0311625 | Time: 6463.15 ms
[2022-03-12 14:48:57 main:574] : INFO : Epoch 1771 | loss: 0.0311606 | val_loss: 0.0311628 | Time: 6466 ms
[2022-03-12 14:49:04 main:574] : INFO : Epoch 1772 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 6447.57 ms
[2022-03-12 14:49:10 main:574] : INFO : Epoch 1773 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 6513.08 ms
[2022-03-12 14:49:17 main:574] : INFO : Epoch 1774 | loss: 0.0311603 | val_loss: 0.0311618 | Time: 6533.23 ms
[2022-03-12 14:49:23 main:574] : INFO : Epoch 1775 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 6432.61 ms
[2022-03-12 14:49:30 main:574] : INFO : Epoch 1776 | loss: 0.0311584 | val_loss: 0.0311615 | Time: 6444.31 ms
[2022-03-12 14:49:36 main:574] : INFO : Epoch 1777 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 6444.33 ms
[2022-03-12 14:49:43 main:574] : INFO : Epoch 1778 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 6445.54 ms
[2022-03-12 14:49:49 main:574] : INFO : Epoch 1779 | loss: 0.0311603 | val_loss: 0.0311635 | Time: 6436.9 ms
[2022-03-12 14:49:56 main:574] : INFO : Epoch 1780 | loss: 0.0311586 | val_loss: 0.031164 | Time: 6598.17 ms
[2022-03-12 14:50:02 main:574] : INFO : Epoch 1781 | loss: 0.0311573 | val_loss: 0.0311619 | Time: 6496.43 ms
[2022-03-12 14:50:09 main:574] : INFO : Epoch 1782 | loss: 0.0311569 | val_loss: 0.0311625 | Time: 6433.54 ms
[2022-03-12 14:50:15 main:574] : INFO : Epoch 1783 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 6422.96 ms
[2022-03-12 14:50:22 main:574] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 6484.74 ms
[2022-03-12 14:50:28 main:574] : INFO : Epoch 1785 | loss: 0.0311559 | val_loss: 0.0311617 | Time: 6545.31 ms
[2022-03-12 14:50:35 main:574] : INFO : Epoch 1786 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 6471.86 ms
[2022-03-12 14:50:41 main:574] : INFO : Epoch 1787 | loss: 0.0311554 | val_loss: 0.031163 | Time: 6437.4 ms
[2022-03-12 14:50:48 main:574] : INFO : Epoch 1788 | loss: 0.0311547 | val_loss: 0.0311617 | Time: 6442.46 ms
[2022-03-12 14:50:54 main:574] : INFO : Epoch 1789 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 6515 ms
[2022-03-12 14:51:01 main:574] : INFO : Epoch 1790 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 6721.3 ms
[2022-03-12 14:51:07 main:574] : INFO : Epoch 1791 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 6438.25 ms
[2022-03-12 14:51:14 main:574] : INFO : Epoch 1792 | loss: 0.031156 | val_loss: 0.0311611 | Time: 6439.52 ms
[2022-03-12 14:51:20 main:574] : INFO : Epoch 1793 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 6434.09 ms
[2022-03-12 14:51:27 main:574] : INFO : Epoch 1794 | loss: 0.031156 | val_loss: 0.0311672 | Time: 6568.73 ms
[2022-03-12 14:51:33 main:574] : INFO : Epoch 1795 | loss: 0.031155 | val_loss: 0.0311621 | Time: 6489.78 ms
[2022-03-12 14:51:40 main:574] : INFO : Epoch 1796 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 6430.07 ms
[2022-03-12 14:51:46 main:574] : INFO : Epoch 1797 | loss: 0.0311532 | val_loss: 0.0311627 | Time: 6426.63 ms
[2022-03-12 14:51:53 main:574] : INFO : Epoch 1798 | loss: 0.0311515 | val_loss: 0.0311635 | Time: 6481.13 ms
[2022-03-12 14:51:59 main:574] : INFO : Epoch 1799 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 6556.76 ms
[2022-03-12 14:52:06 main:574] : INFO : Epoch 1800 | loss: 0.0311548 | val_loss: 0.0311646 | Time: 6460.42 ms
[2022-03-12 14:52:12 main:574] : INFO : Epoch 1801 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 6437.57 ms
[2022-03-12 14:52:18 main:574] : INFO : Epoch 1802 | loss: 0.0311565 | val_loss: 0.031173 | Time: 6451.44 ms
[2022-03-12 14:52:25 main:574] : INFO : Epoch 1803 | loss: 0.0311594 | val_loss: 0.0311758 | Time: 6447.05 ms
[2022-03-12 14:52:31 main:574] : INFO : Epoch 1804 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 6453.36 ms
[2022-03-12 14:52:38 main:574] : INFO : Epoch 1805 | loss: 0.0311522 | val_loss: 0.0311691 | Time: 6476.34 ms
[2022-03-12 14:52:44 main:574] : INFO : Epoch 1806 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 6571.07 ms
[2022-03-12 14:52:51 main:574] : INFO : Epoch 1807 | loss: 0.0311501 | val_loss: 0.031165 | Time: 6465.38 ms
[2022-03-12 14:52:57 main:574] : INFO : Epoch 1808 | loss: 0.0311504 | val_loss: 0.0311667 | Time: 6441.08 ms
[2022-03-12 14:53:04 main:574] : INFO : Epoch 1809 | loss: 0.0311481 | val_loss: 0.031162 | Time: 6436.03 ms
[2022-03-12 14:53:10 main:574] : INFO : Epoch 1810 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 6512.9 ms
[2022-03-12 14:53:17 main:574] : INFO : Epoch 1811 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 6660.65 ms
[2022-03-12 14:53:23 main:574] : INFO : Epoch 1812 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 6450.64 ms
[2022-03-12 14:53:30 main:574] : INFO : Epoch 1813 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 6421.88 ms
[2022-03-12 14:53:36 main:574] : INFO : Epoch 1814 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 6457.2 ms
[2022-03-12 14:53:43 main:574] : INFO : Epoch 1815 | loss: 0.0311671 | val_loss: 0.0311824 | Time: 6544.21 ms
[2022-03-12 14:53:49 main:574] : INFO : Epoch 1816 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 6517.54 ms
[2022-03-12 14:53:56 main:574] : INFO : Epoch 1817 | loss: 0.0311886 | val_loss: 0.0311883 | Time: 6431.43 ms
[2022-03-12 14:54:02 main:574] : INFO : Epoch 1818 | loss: 0.0311878 | val_loss: 0.0311865 | Time: 6452.4 ms
[2022-03-12 14:54:09 main:574] : INFO : Epoch 1819 | loss: 0.031189 | val_loss: 0.031188 | Time: 6472.97 ms
[2022-03-12 14:54:15 main:574] : INFO : Epoch 1820 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 6572.79 ms
[2022-03-12 14:54:22 main:574] : INFO : Epoch 1821 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 6463.22 ms
[2022-03-12 14:54:28 main:574] : INFO : Epoch 1822 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 6441.8 ms
[2022-03-12 14:54:35 main:574] : INFO : Epoch 1823 | loss: 0.0311899 | val_loss: 0.0311904 | Time: 6438.84 ms
[2022-03-12 14:54:41 main:574] : INFO : Epoch 1824 | loss: 0.0311947 | val_loss: 0.0312008 | Time: 6516.62 ms
[2022-03-12 14:54:48 main:574] : INFO : Epoch 1825 | loss: 0.0311972 | val_loss: 0.0311988 | Time: 6545.38 ms
[2022-03-12 14:54:55 main:574] : INFO : Epoch 1826 | loss: 0.0311954 | val_loss: 0.0311957 | Time: 7201.29 ms
[2022-03-12 14:55:42 main:574] : INFO : Epoch 1827 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 46887.6 ms
[2022-03-12 14:55:50 main:574] : INFO : Epoch 1828 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 7620.28 ms
[2022-03-12 14:56:17 main:574] : INFO : Epoch 1829 | loss: 0.031188 | val_loss: 0.0311897 | Time: 26445.6 ms
[2022-03-12 14:56:23 main:574] : INFO : Epoch 1830 | loss: 0.0311878 | val_loss: 0.0311879 | Time: 6412.04 ms
[2022-03-12 14:56:29 main:574] : INFO : Epoch 1831 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 6470.99 ms
[2022-03-12 14:56:36 main:574] : INFO : Epoch 1832 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 6552.94 ms
[2022-03-12 14:56:42 main:574] : INFO : Epoch 1833 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 6423.54 ms
[2022-03-12 14:56:49 main:574] : INFO : Epoch 1834 | loss: 0.0311831 | val_loss: 0.0311853 | Time: 6437.57 ms
[2022-03-12 14:56:55 main:574] : INFO : Epoch 1835 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 6437.11 ms
[2022-03-12 14:57:02 main:574] : INFO : Epoch 1836 | loss: 0.0311814 | val_loss: 0.0311833 | Time: 6435.18 ms
[2022-03-12 14:57:08 main:574] : INFO : Epoch 1837 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 6427.73 ms
[2022-03-12 14:57:15 main:574] : INFO : Epoch 1838 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 6514.48 ms
[2022-03-12 14:57:21 main:574] : INFO : Epoch 1839 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 6517.43 ms
[2022-03-12 14:57:28 main:574] : INFO : Epoch 1840 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 6428.24 ms
[2022-03-12 14:57:34 main:574] : INFO : Epoch 1841 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 6416.81 ms
[2022-03-12 14:57:41 main:574] : INFO : Epoch 1842 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 6438.61 ms
[2022-03-12 14:57:47 main:574] : INFO : Epoch 1843 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 6547.82 ms
[2022-03-12 14:57:54 main:574] : INFO : Epoch 1844 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 6495.16 ms
[2022-03-12 14:58:00 main:574] : INFO : Epoch 1845 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 6456.53 ms
[2022-03-12 14:58:07 main:574] : INFO : Epoch 1846 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 6434.68 ms
[2022-03-12 14:58:13 main:574] : INFO : Epoch 1847 | loss: 0.0311812 | val_loss: 0.0311859 | Time: 6464.44 ms
[2022-03-12 14:58:20 main:574] : INFO : Epoch 1848 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 6567.41 ms
[2022-03-12 14:58:26 main:574] : INFO : Epoch 1849 | loss: 0.0311792 | val_loss: 0.031186 | Time: 6457.05 ms
[2022-03-12 14:58:33 main:574] : INFO : Epoch 1850 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 6437.14 ms
[2022-03-12 14:58:39 main:574] : INFO : Epoch 1851 | loss: 0.0311801 | val_loss: 0.0311855 | Time: 6419.34 ms
[2022-03-12 14:58:45 main:574] : INFO : Epoch 1852 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 6516.22 ms
[2022-03-12 14:58:52 main:574] : INFO : Epoch 1853 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 6543.09 ms
[2022-03-12 14:58:59 main:574] : INFO : Epoch 1854 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 6529.19 ms
[2022-03-12 14:59:05 main:574] : INFO : Epoch 1855 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 6415.99 ms
[2022-03-12 14:59:11 main:574] : INFO : Epoch 1856 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 6445.97 ms
[2022-03-12 14:59:18 main:574] : INFO : Epoch 1857 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 6544.18 ms
[2022-03-12 14:59:24 main:574] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 6485.26 ms
[2022-03-12 14:59:31 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311809 | Time: 6425.65 ms
[2022-03-12 14:59:37 main:574] : INFO : Epoch 1860 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 6440.7 ms
[2022-03-12 14:59:44 main:574] : INFO : Epoch 1861 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 6454.88 ms
[2022-03-12 14:59:50 main:574] : INFO : Epoch 1862 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 6566.66 ms
[2022-03-12 14:59:57 main:574] : INFO : Epoch 1863 | loss: 0.0311762 | val_loss: 0.0311844 | Time: 6447.79 ms
[2022-03-12 15:00:03 main:574] : INFO : Epoch 1864 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 6425.92 ms
[2022-03-12 15:00:10 main:574] : INFO : Epoch 1865 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 6418.45 ms
[2022-03-12 15:00:16 main:574] : INFO : Epoch 1866 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 6513.47 ms
[2022-03-12 15:00:23 main:574] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 6538.07 ms
[2022-03-12 15:00:29 main:574] : INFO : Epoch 1868 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 6459.37 ms
[2022-03-12 15:00:36 main:574] : INFO : Epoch 1869 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 6527.9 ms
[2022-03-12 15:00:42 main:574] : INFO : Epoch 1870 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 6489.18 ms
[2022-03-12 15:00:49 main:574] : INFO : Epoch 1871 | loss: 0.031177 | val_loss: 0.0311855 | Time: 6474.67 ms
[2022-03-12 15:00:55 main:574] : INFO : Epoch 1872 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 6726.6 ms
[2022-03-12 15:01:02 main:574] : INFO : Epoch 1873 | loss: 0.031175 | val_loss: 0.0311813 | Time: 6466.8 ms
[2022-03-12 15:01:08 main:574] : INFO : Epoch 1874 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 6426.12 ms
[2022-03-12 15:01:15 main:574] : INFO : Epoch 1875 | loss: 0.031175 | val_loss: 0.0311818 | Time: 6426.42 ms
[2022-03-12 15:01:21 main:574] : INFO : Epoch 1876 | loss: 0.0311759 | val_loss: 0.0311841 | Time: 6506.63 ms
[2022-03-12 15:01:28 main:574] : INFO : Epoch 1877 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 6518.62 ms
[2022-03-12 15:01:34 main:574] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 6485.51 ms
[2022-03-12 15:01:41 main:574] : INFO : Epoch 1879 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 6507.07 ms
[2022-03-12 15:01:47 main:574] : INFO : Epoch 1880 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 6447.26 ms
[2022-03-12 15:01:54 main:574] : INFO : Epoch 1881 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 6544.18 ms
[2022-03-12 15:02:00 main:574] : INFO : Epoch 1882 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 6541 ms
[2022-03-12 15:02:07 main:574] : INFO : Epoch 1883 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 6428.88 ms
[2022-03-12 15:02:13 main:574] : INFO : Epoch 1884 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 6432.28 ms
[2022-03-12 15:02:20 main:574] : INFO : Epoch 1885 | loss: 0.0311757 | val_loss: 0.031185 | Time: 6479.56 ms
[2022-03-12 15:02:26 main:574] : INFO : Epoch 1886 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 6551.5 ms
[2022-03-12 15:02:33 main:574] : INFO : Epoch 1887 | loss: 0.0311749 | val_loss: 0.0311835 | Time: 6446.64 ms
[2022-03-12 15:02:39 main:574] : INFO : Epoch 1888 | loss: 0.0311792 | val_loss: 0.0311912 | Time: 6436.13 ms
[2022-03-12 15:02:46 main:574] : INFO : Epoch 1889 | loss: 0.03118 | val_loss: 0.031193 | Time: 6426.36 ms
[2022-03-12 15:02:52 main:574] : INFO : Epoch 1890 | loss: 0.031178 | val_loss: 0.0311829 | Time: 6526.08 ms
[2022-03-12 15:02:59 main:574] : INFO : Epoch 1891 | loss: 0.031175 | val_loss: 0.0311819 | Time: 6514.84 ms
[2022-03-12 15:03:05 main:574] : INFO : Epoch 1892 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 6484.65 ms
[2022-03-12 15:03:12 main:574] : INFO : Epoch 1893 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 6429.27 ms
[2022-03-12 15:03:18 main:574] : INFO : Epoch 1894 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 6459.28 ms
[2022-03-12 15:03:25 main:574] : INFO : Epoch 1895 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 6551.67 ms
[2022-03-12 15:03:31 main:574] : INFO : Epoch 1896 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 6485.14 ms
[2022-03-12 15:03:38 main:574] : INFO : Epoch 1897 | loss: 0.0311739 | val_loss: 0.031181 | Time: 6436.38 ms
[2022-03-12 15:03:44 main:574] : INFO : Epoch 1898 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 6424.01 ms
[2022-03-12 15:03:51 main:574] : INFO : Epoch 1899 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 6465.26 ms
[2022-03-12 15:03:57 main:574] : INFO : Epoch 1900 | loss: 0.0311737 | val_loss: 0.031182 | Time: 6541.32 ms
[2022-03-12 15:04:04 main:574] : INFO : Epoch 1901 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 6437.65 ms
[2022-03-12 15:04:10 main:574] : INFO : Epoch 1902 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 6434.98 ms
[2022-03-12 15:04:16 main:574] : INFO : Epoch 1903 | loss: 0.0311745 | val_loss: 0.031181 | Time: 6428.47 ms
[2022-03-12 15:04:23 main:574] : INFO : Epoch 1904 | loss: 0.0311731 | val_loss: 0.0311848 | Time: 6419.34 ms
[2022-03-12 15:04:29 main:574] : INFO : Epoch 1905 | loss: 0.0311739 | val_loss: 0.031184 | Time: 6420.48 ms
[2022-03-12 15:04:36 main:574] : INFO : Epoch 1906 | loss: 0.0311733 | val_loss: 0.0311835 | Time: 6510.72 ms
[2022-03-12 15:04:42 main:574] : INFO : Epoch 1907 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 6546.67 ms
[2022-03-12 15:04:49 main:574] : INFO : Epoch 1908 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 6421.96 ms
[2022-03-12 15:04:55 main:574] : INFO : Epoch 1909 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 6436.49 ms
[2022-03-12 15:05:02 main:574] : INFO : Epoch 1910 | loss: 0.0311748 | val_loss: 0.031182 | Time: 6437.65 ms
[2022-03-12 15:05:08 main:574] : INFO : Epoch 1911 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 6527.71 ms
[2022-03-12 15:05:15 main:574] : INFO : Epoch 1912 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 6486.55 ms
[2022-03-12 15:05:21 main:574] : INFO : Epoch 1913 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 6417.1 ms
[2022-03-12 15:05:28 main:574] : INFO : Epoch 1914 | loss: 0.0311735 | val_loss: 0.031182 | Time: 6422.73 ms
[2022-03-12 15:05:34 main:574] : INFO : Epoch 1915 | loss: 0.0311761 | val_loss: 0.031184 | Time: 6458.78 ms
[2022-03-12 15:05:41 main:574] : INFO : Epoch 1916 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 6552.88 ms
[2022-03-12 15:05:47 main:574] : INFO : Epoch 1917 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 6447.77 ms
[2022-03-12 15:05:54 main:574] : INFO : Epoch 1918 | loss: 0.0311727 | val_loss: 0.0311838 | Time: 6432.21 ms
[2022-03-12 15:06:00 main:574] : INFO : Epoch 1919 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 6546.54 ms
[2022-03-12 15:06:07 main:574] : INFO : Epoch 1920 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 6520.37 ms
[2022-03-12 15:06:13 main:574] : INFO : Epoch 1921 | loss: 0.0311729 | val_loss: 0.031183 | Time: 6514.69 ms
[2022-03-12 15:06:20 main:574] : INFO : Epoch 1922 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 6437.57 ms
[2022-03-12 15:06:26 main:574] : INFO : Epoch 1923 | loss: 0.0311722 | val_loss: 0.0311835 | Time: 6429.75 ms
[2022-03-12 15:06:33 main:574] : INFO : Epoch 1924 | loss: 0.0311725 | val_loss: 0.0311919 | Time: 6438.78 ms
[2022-03-12 15:06:39 main:574] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 6596.75 ms
[2022-03-12 15:06:46 main:574] : INFO : Epoch 1926 | loss: 0.0311723 | val_loss: 0.031185 | Time: 6467.91 ms
[2022-03-12 15:06:52 main:574] : INFO : Epoch 1927 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 6446.55 ms
[2022-03-12 15:06:59 main:574] : INFO : Epoch 1928 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 6437.12 ms
[2022-03-12 15:07:05 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311832 | Time: 6494.19 ms
[2022-03-12 15:07:12 main:574] : INFO : Epoch 1930 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 6537.7 ms
[2022-03-12 15:07:18 main:574] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 6473.37 ms
[2022-03-12 15:07:25 main:574] : INFO : Epoch 1932 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 6434.48 ms
[2022-03-12 15:07:31 main:574] : INFO : Epoch 1933 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 6433.36 ms
[2022-03-12 15:07:38 main:574] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311847 | Time: 6489.97 ms
[2022-03-12 15:07:44 main:574] : INFO : Epoch 1935 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 6537.03 ms
[2022-03-12 15:07:50 main:574] : INFO : Epoch 1936 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 6428.03 ms
[2022-03-12 15:07:57 main:574] : INFO : Epoch 1937 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 6444.92 ms
[2022-03-12 15:08:03 main:574] : INFO : Epoch 1938 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 6435.08 ms
[2022-03-12 15:08:10 main:574] : INFO : Epoch 1939 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 6537.21 ms
[2022-03-12 15:08:16 main:574] : INFO : Epoch 1940 | loss: 0.0311729 | val_loss: 0.0311845 | Time: 6505.23 ms
[2022-03-12 15:08:23 main:574] : INFO : Epoch 1941 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 6431.27 ms
[2022-03-12 15:08:29 main:574] : INFO : Epoch 1942 | loss: 0.0311706 | val_loss: 0.0311828 | Time: 6411.9 ms
[2022-03-12 15:08:36 main:574] : INFO : Epoch 1943 | loss: 0.0311707 | val_loss: 0.0311841 | Time: 6571.96 ms
[2022-03-12 15:08:42 main:574] : INFO : Epoch 1944 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 6546.74 ms
[2022-03-12 15:08:49 main:574] : INFO : Epoch 1945 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 6466.85 ms
[2022-03-12 15:08:55 main:574] : INFO : Epoch 1946 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 6436.16 ms
[2022-03-12 15:09:02 main:574] : INFO : Epoch 1947 | loss: 0.0311721 | val_loss: 0.0311868 | Time: 6443.7 ms
[2022-03-12 15:09:08 main:574] : INFO : Epoch 1948 | loss: 0.0311711 | val_loss: 0.0311845 | Time: 6516.93 ms
[2022-03-12 15:09:15 main:574] : INFO : Epoch 1949 | loss: 0.0311705 | val_loss: 0.0311825 | Time: 6540.85 ms
[2022-03-12 15:09:21 main:574] : INFO : Epoch 1950 | loss: 0.0311702 | val_loss: 0.0311838 | Time: 6415.91 ms
[2022-03-12 15:09:28 main:574] : INFO : Epoch 1951 | loss: 0.031171 | val_loss: 0.0311844 | Time: 6422.72 ms
[2022-03-12 15:09:34 main:574] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.0311881 | Time: 6428.26 ms
[2022-03-12 15:09:41 main:574] : INFO : Epoch 1953 | loss: 0.0311718 | val_loss: 0.0311858 | Time: 6591.88 ms
[2022-03-12 15:09:47 main:574] : INFO : Epoch 1954 | loss: 0.0311724 | val_loss: 0.0311829 | Time: 6486.38 ms
[2022-03-12 15:09:54 main:574] : INFO : Epoch 1955 | loss: 0.03117 | val_loss: 0.0311835 | Time: 6464.35 ms
[2022-03-12 15:10:00 main:574] : INFO : Epoch 1956 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 6436.66 ms
[2022-03-12 15:10:07 main:574] : INFO : Epoch 1957 | loss: 0.0311717 | val_loss: 0.0311858 | Time: 6439.99 ms
[2022-03-12 15:10:13 main:574] : INFO : Epoch 1958 | loss: 0.0311698 | val_loss: 0.0311839 | Time: 6421.74 ms
[2022-03-12 15:10:19 main:574] : INFO : Epoch 1959 | loss: 0.0311695 | val_loss: 0.0311839 | Time: 6451.14 ms
[2022-03-12 15:10:26 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311834 | Time: 6538.97 ms
[2022-03-12 15:10:32 main:574] : INFO : Epoch 1961 | loss: 0.0311698 | val_loss: 0.0311869 | Time: 6464.53 ms
[2022-03-12 15:10:39 main:574] : INFO : Epoch 1962 | loss: 0.0311722 | val_loss: 0.0311865 | Time: 6433.47 ms
[2022-03-12 15:10:45 main:574] : INFO : Epoch 1963 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 6431.76 ms
[2022-03-12 15:10:52 main:574] : INFO : Epoch 1964 | loss: 0.0311703 | val_loss: 0.0311849 | Time: 6495.23 ms
[2022-03-12 15:10:59 main:574] : INFO : Epoch 1965 | loss: 0.0311694 | val_loss: 0.0311878 | Time: 6932.46 ms
[2022-03-12 15:11:05 main:574] : INFO : Epoch 1966 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 6517.11 ms
[2022-03-12 15:11:12 main:574] : INFO : Epoch 1967 | loss: 0.0311695 | val_loss: 0.0311843 | Time: 6447.75 ms
[2022-03-12 15:11:18 main:574] : INFO : Epoch 1968 | loss: 0.031169 | val_loss: 0.0311834 | Time: 6449.88 ms
[2022-03-12 15:11:25 main:574] : INFO : Epoch 1969 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 6525.95 ms
[2022-03-12 15:11:31 main:574] : INFO : Epoch 1970 | loss: 0.0311717 | val_loss: 0.0312016 | Time: 6500.36 ms
[2022-03-12 15:11:38 main:574] : INFO : Epoch 1971 | loss: 0.0311735 | val_loss: 0.031182 | Time: 6431.54 ms
[2022-03-12 15:11:44 main:574] : INFO : Epoch 1972 | loss: 0.031171 | val_loss: 0.0311831 | Time: 6438 ms
[2022-03-12 15:11:51 main:574] : INFO : Epoch 1973 | loss: 0.0311724 | val_loss: 0.031184 | Time: 6452.61 ms
[2022-03-12 15:11:57 main:574] : INFO : Epoch 1974 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 6550.06 ms
[2022-03-12 15:12:04 main:574] : INFO : Epoch 1975 | loss: 0.0311714 | val_loss: 0.0312116 | Time: 6477.74 ms
[2022-03-12 15:12:10 main:574] : INFO : Epoch 1976 | loss: 0.0311708 | val_loss: 0.0312096 | Time: 6468.2 ms
[2022-03-12 15:12:16 main:574] : INFO : Epoch 1977 | loss: 0.0311704 | val_loss: 0.0312145 | Time: 6431.78 ms
[2022-03-12 15:12:23 main:574] : INFO : Epoch 1978 | loss: 0.0311696 | val_loss: 0.0312138 | Time: 6578.78 ms
[2022-03-12 15:12:30 main:574] : INFO : Epoch 1979 | loss: 0.03117 | val_loss: 0.0311834 | Time: 6537.32 ms
[2022-03-12 15:12:36 main:574] : INFO : Epoch 1980 | loss: 0.031172 | val_loss: 0.0311808 | Time: 6442.03 ms
[2022-03-12 15:12:42 main:574] : INFO : Epoch 1981 | loss: 0.0311719 | val_loss: 0.0311846 | Time: 6442.17 ms
[2022-03-12 15:12:49 main:574] : INFO : Epoch 1982 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 6426.68 ms
[2022-03-12 15:12:55 main:574] : INFO : Epoch 1983 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 6549.06 ms
[2022-03-12 15:13:02 main:574] : INFO : Epoch 1984 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 6624.12 ms
[2022-03-12 15:13:09 main:574] : INFO : Epoch 1985 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 6437.83 ms
[2022-03-12 15:13:15 main:574] : INFO : Epoch 1986 | loss: 0.0311749 | val_loss: 0.0311842 | Time: 6442.25 ms
[2022-03-12 15:13:21 main:574] : INFO : Epoch 1987 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 6453.43 ms
[2022-03-12 15:13:28 main:574] : INFO : Epoch 1988 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 6547.26 ms
[2022-03-12 15:13:35 main:574] : INFO : Epoch 1989 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 6463.97 ms
[2022-03-12 15:13:41 main:574] : INFO : Epoch 1990 | loss: 0.0311729 | val_loss: 0.0311822 | Time: 6431.31 ms
[2022-03-12 15:13:47 main:574] : INFO : Epoch 1991 | loss: 0.031177 | val_loss: 0.0311962 | Time: 6431.36 ms
[2022-03-12 15:13:54 main:574] : INFO : Epoch 1992 | loss: 0.0317372 | val_loss: 0.0349835 | Time: 6516.32 ms
[2022-03-12 15:14:00 main:574] : INFO : Epoch 1993 | loss: 0.0350941 | val_loss: 0.0757528 | Time: 6552.1 ms
[2022-03-12 15:14:07 main:574] : INFO : Epoch 1994 | loss: 0.0358207 | val_loss: 0.0381186 | Time: 6424.07 ms
[2022-03-12 15:14:13 main:574] : INFO : Epoch 1995 | loss: 0.032775 | val_loss: 0.0315734 | Time: 6437.42 ms
[2022-03-12 15:14:20 main:574] : INFO : Epoch 1996 | loss: 0.0313367 | val_loss: 0.0312482 | Time: 6431.53 ms
[2022-03-12 15:14:26 main:574] : INFO : Epoch 1997 | loss: 0.03122 | val_loss: 0.0312052 | Time: 6544.32 ms
[2022-03-12 15:14:33 main:574] : INFO : Epoch 1998 | loss: 0.0312001 | val_loss: 0.0311963 | Time: 6513.15 ms
[2022-03-12 15:14:39 main:574] : INFO : Epoch 1999 | loss: 0.0311959 | val_loss: 0.0311934 | Time: 6435.11 ms
[2022-03-12 15:14:46 main:574] : INFO : Epoch 2000 | loss: 0.031194 | val_loss: 0.0311941 | Time: 6423.02 ms
[2022-03-12 15:14:52 main:574] : INFO : Epoch 2001 | loss: 0.0311931 | val_loss: 0.0311919 | Time: 6433.26 ms
[2022-03-12 15:14:59 main:574] : INFO : Epoch 2002 | loss: 0.0311922 | val_loss: 0.031192 | Time: 6434.95 ms
[2022-03-12 15:15:05 main:574] : INFO : Epoch 2003 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 6473.44 ms
[2022-03-12 15:15:12 main:574] : INFO : Epoch 2004 | loss: 0.0311895 | val_loss: 0.0311898 | Time: 6545.34 ms
[2022-03-12 15:15:18 main:574] : INFO : Epoch 2005 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 6468.12 ms
[2022-03-12 15:15:25 main:574] : INFO : Epoch 2006 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 6442.67 ms
[2022-03-12 15:15:31 main:574] : INFO : Epoch 2007 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 6429.75 ms
[2022-03-12 15:15:37 main:574] : INFO : Epoch 2008 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 6492.7 ms
[2022-03-12 15:15:44 main:574] : INFO : Epoch 2009 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 6554.34 ms
[2022-03-12 15:15:50 main:574] : INFO : Epoch 2010 | loss: 0.0311812 | val_loss: 0.0311829 | Time: 6422.7 ms
[2022-03-12 15:15:57 main:574] : INFO : Epoch 2011 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 6445.16 ms
[2022-03-12 15:16:03 main:574] : INFO : Epoch 2012 | loss: 0.0311795 | val_loss: 0.031183 | Time: 6425.12 ms
[2022-03-12 15:16:10 main:574] : INFO : Epoch 2013 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 6549.77 ms
[2022-03-12 15:16:16 main:574] : INFO : Epoch 2014 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 6492.97 ms
[2022-03-12 15:16:23 main:574] : INFO : Epoch 2015 | loss: 0.0311779 | val_loss: 0.0311824 | Time: 6425.57 ms
[2022-03-12 15:16:29 main:574] : INFO : Epoch 2016 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 6420.35 ms
[2022-03-12 15:16:36 main:574] : INFO : Epoch 2017 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 6464.9 ms
[2022-03-12 15:16:42 main:574] : INFO : Epoch 2018 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 6536.67 ms
[2022-03-12 15:16:49 main:574] : INFO : Epoch 2019 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 6469.14 ms
[2022-03-12 15:16:55 main:574] : INFO : Epoch 2020 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 6437.45 ms
[2022-03-12 15:17:02 main:574] : INFO : Epoch 2021 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 6440.21 ms
[2022-03-12 15:17:08 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 6489.01 ms
[2022-03-12 15:17:15 main:574] : INFO : Epoch 2023 | loss: 0.031174 | val_loss: 0.0311798 | Time: 6562.63 ms
[2022-03-12 15:17:21 main:574] : INFO : Epoch 2024 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 6444.37 ms
[2022-03-12 15:17:28 main:574] : INFO : Epoch 2025 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 6429.27 ms
[2022-03-12 15:17:34 main:574] : INFO : Epoch 2026 | loss: 0.031173 | val_loss: 0.0311801 | Time: 6429.08 ms
[2022-03-12 15:17:41 main:574] : INFO : Epoch 2027 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 6582.17 ms
[2022-03-12 15:17:47 main:574] : INFO : Epoch 2028 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 6502.61 ms
[2022-03-12 15:17:54 main:574] : INFO : Epoch 2029 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 6450.12 ms
[2022-03-12 15:18:00 main:574] : INFO : Epoch 2030 | loss: 0.0311719 | val_loss: 0.0311793 | Time: 6415.8 ms
[2022-03-12 15:18:06 main:574] : INFO : Epoch 2031 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 6464.78 ms
[2022-03-12 15:18:13 main:574] : INFO : Epoch 2032 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 6541.49 ms
[2022-03-12 15:18:19 main:574] : INFO : Epoch 2033 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 6478.14 ms
[2022-03-12 15:18:26 main:574] : INFO : Epoch 2034 | loss: 0.0311715 | val_loss: 0.0311782 | Time: 6482.24 ms
[2022-03-12 15:18:33 main:574] : INFO : Epoch 2035 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 6551.69 ms
[2022-03-12 15:18:39 main:574] : INFO : Epoch 2036 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 6436.95 ms
[2022-03-12 15:18:46 main:574] : INFO : Epoch 2037 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 6560.63 ms
[2022-03-12 15:18:52 main:574] : INFO : Epoch 2038 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 6500.11 ms
[2022-03-12 15:18:58 main:574] : INFO : Epoch 2039 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 6429.67 ms
[2022-03-12 15:19:05 main:574] : INFO : Epoch 2040 | loss: 0.0311701 | val_loss: 0.031179 | Time: 6428.53 ms
[2022-03-12 15:19:11 main:574] : INFO : Epoch 2041 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 6473.76 ms
[2022-03-12 15:19:18 main:574] : INFO : Epoch 2042 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 6540.44 ms
[2022-03-12 15:19:24 main:574] : INFO : Epoch 2043 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 6466.82 ms
[2022-03-12 15:19:31 main:574] : INFO : Epoch 2044 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 6419.04 ms
[2022-03-12 15:19:37 main:574] : INFO : Epoch 2045 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 6442.12 ms
[2022-03-12 15:19:44 main:574] : INFO : Epoch 2046 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 6490.46 ms
[2022-03-12 15:19:50 main:574] : INFO : Epoch 2047 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 6544.9 ms
[2022-03-12 15:19:57 main:574] : INFO : Epoch 2048 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 6444.9 ms
[2022-03-12 15:19:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311789
[2022-03-12 15:19:57 main:603] : INFO : Saving end state to config to file
[2022-03-12 15:19:57 main:608] : INFO : Success, exiting..
15:19:57 (2704): 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)