Task 10728471
| Name | ParityModified-1639946530-18473-2-0_0 |
| Workunit | 8047246 |
| Created | 13 Jan 2022, 3:33:29 UTC |
| Sent | 27 Jan 2022, 21:09:42 UTC |
| Report deadline | 4 Feb 2022, 21:09:42 UTC |
| Received | 28 Jan 2022, 19:29:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 32 min 47 sec |
| CPU time | 4 hours 18 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311775 | val_loss: 0.0311768 | Time: 8085.38 ms [2022-01-28 19:19:14 main:574] : INFO : Epoch 1543 | loss: 0.0311773 | val_loss: 0.031176 | Time: 8311.7 ms [2022-01-28 19:19:22 main:574] : INFO : Epoch 1544 | loss: 0.0311744 | val_loss: 0.0311743 | Time: 8245.16 ms [2022-01-28 19:19:30 main:574] : INFO : Epoch 1545 | loss: 0.0311732 | val_loss: 0.0311744 | Time: 8070.73 ms [2022-01-28 19:19:38 main:574] : INFO : Epoch 1546 | loss: 0.031172 | val_loss: 0.0311746 | Time: 8366.39 ms [2022-01-28 19:19:47 main:574] : INFO : Epoch 1547 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 8200.55 ms [2022-01-28 19:19:55 main:574] : INFO : Epoch 1548 | loss: 0.0311733 | val_loss: 0.0311821 | Time: 8129.98 ms [2022-01-28 19:20:03 main:574] : INFO : Epoch 1549 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 8379.79 ms [2022-01-28 19:20:11 main:574] : INFO : Epoch 1550 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 8044.68 ms [2022-01-28 19:20:20 main:574] : INFO : Epoch 1551 | loss: 0.0311732 | val_loss: 0.0311818 | Time: 8251.01 ms [2022-01-28 19:20:28 main:574] : INFO : Epoch 1552 | loss: 0.0311732 | val_loss: 0.03118 | Time: 8154.86 ms [2022-01-28 19:20:36 main:574] : INFO : Epoch 1553 | loss: 0.031175 | val_loss: 0.0311796 | Time: 8234.62 ms [2022-01-28 19:20:45 main:574] : INFO : Epoch 1554 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 8371.39 ms [2022-01-28 19:20:53 main:574] : INFO : Epoch 1555 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 8198.1 ms [2022-01-28 19:21:01 main:574] : INFO : Epoch 1556 | loss: 0.0311725 | val_loss: 0.031178 | Time: 8245.99 ms [2022-01-28 19:21:10 main:574] : INFO : Epoch 1557 | loss: 0.0311644 | val_loss: 0.0311732 | Time: 8323.69 ms [2022-01-28 19:21:18 main:574] : INFO : Epoch 1558 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 8248.06 ms [2022-01-28 19:21:26 main:574] : INFO : Epoch 1559 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 8035.55 ms [2022-01-28 19:21:34 main:574] : INFO : Epoch 1560 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 8116.69 ms [2022-01-28 19:21:43 main:574] : INFO : Epoch 1561 | loss: 0.0311669 | val_loss: 0.0311714 | Time: 8321.46 ms [2022-01-28 19:21:51 main:574] : INFO : Epoch 1562 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 8266.86 ms [2022-01-28 19:21:59 main:574] : INFO : Epoch 1563 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 8378.44 ms [2022-01-28 19:22:08 main:574] : INFO : Epoch 1564 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 8282.5 ms [2022-01-28 19:22:16 main:574] : INFO : Epoch 1565 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 8207.19 ms [2022-01-28 19:22:24 main:574] : INFO : Epoch 1566 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 8262.46 ms [2022-01-28 19:22:33 main:574] : INFO : Epoch 1567 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 8283.78 ms [2022-01-28 19:22:41 main:574] : INFO : Epoch 1568 | loss: 0.031163 | val_loss: 0.0311709 | Time: 8201.2 ms [2022-01-28 19:22:49 main:574] : INFO : Epoch 1569 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 8212.78 ms [2022-01-28 19:22:57 main:574] : INFO : Epoch 1570 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 8263.54 ms [2022-01-28 19:23:06 main:574] : INFO : Epoch 1571 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 8175.66 ms [2022-01-28 19:23:14 main:574] : INFO : Epoch 1572 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 8278.51 ms [2022-01-28 19:23:22 main:574] : INFO : Epoch 1573 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 8144.09 ms [2022-01-28 19:23:31 main:574] : INFO : Epoch 1574 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 8257.06 ms [2022-01-28 19:23:39 main:574] : INFO : Epoch 1575 | loss: 0.0311662 | val_loss: 0.0311723 | Time: 8211.02 ms [2022-01-28 19:23:47 main:574] : INFO : Epoch 1576 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 8219.63 ms [2022-01-28 19:23:55 main:574] : INFO : Epoch 1577 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 8374.59 ms [2022-01-28 19:24:04 main:574] : INFO : Epoch 1578 | loss: 0.0311569 | val_loss: 0.0311694 | Time: 8352.1 ms [2022-01-28 19:24:12 main:574] : INFO : Epoch 1579 | loss: 0.0311581 | val_loss: 0.0311743 | Time: 8420.91 ms [2022-01-28 19:24:21 main:574] : INFO : Epoch 1580 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 8191.31 ms [2022-01-28 19:24:29 main:574] : INFO : Epoch 1581 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 8263.22 ms [2022-01-28 19:24:37 main:574] : INFO : Epoch 1582 | loss: 0.0311548 | val_loss: 0.0311693 | Time: 8481.91 ms [2022-01-28 19:24:46 main:574] : INFO : Epoch 1583 | loss: 0.0311548 | val_loss: 0.0311652 | Time: 8227.18 ms [2022-01-28 19:24:54 main:574] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 8219.09 ms [2022-01-28 19:25:02 main:574] : INFO : Epoch 1585 | loss: 0.0311568 | val_loss: 0.0311722 | Time: 8187.6 ms [2022-01-28 19:25:11 main:574] : INFO : Epoch 1586 | loss: 0.0311568 | val_loss: 0.0311774 | Time: 8181.67 ms [2022-01-28 19:25:19 main:574] : INFO : Epoch 1587 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 8191.17 ms [2022-01-28 19:25:27 main:574] : INFO : Epoch 1588 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 8256.65 ms [2022-01-28 19:25:36 main:574] : INFO : Epoch 1589 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 8296.83 ms [2022-01-28 19:25:44 main:574] : INFO : Epoch 1590 | loss: 0.0311647 | val_loss: 0.0311875 | Time: 8252.67 ms [2022-01-28 19:25:52 main:574] : INFO : Epoch 1591 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 8542.89 ms [2022-01-28 19:26:01 main:574] : INFO : Epoch 1592 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 8113.4 ms [2022-01-28 19:26:09 main:574] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.0311688 | Time: 8148.06 ms [2022-01-28 19:26:17 main:574] : INFO : Epoch 1594 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 8210.21 ms [2022-01-28 19:26:26 main:574] : INFO : Epoch 1595 | loss: 0.0311601 | val_loss: 0.031167 | Time: 8383.82 ms [2022-01-28 19:26:34 main:574] : INFO : Epoch 1596 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 8134.21 ms [2022-01-28 19:26:42 main:574] : INFO : Epoch 1597 | loss: 0.031156 | val_loss: 0.0311679 | Time: 8125 ms [2022-01-28 19:26:50 main:574] : INFO : Epoch 1598 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 8205.57 ms [2022-01-28 19:26:59 main:574] : INFO : Epoch 1599 | loss: 0.0311534 | val_loss: 0.0311695 | Time: 8252.11 ms [2022-01-28 19:27:07 main:574] : INFO : Epoch 1600 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 8223.91 ms [2022-01-28 19:27:15 main:574] : INFO : Epoch 1601 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 8336.5 ms [2022-01-28 19:27:24 main:574] : INFO : Epoch 1602 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 8256.1 ms [2022-01-28 19:27:32 main:574] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311692 | Time: 8179.67 ms [2022-01-28 19:27:40 main:574] : INFO : Epoch 1604 | loss: 0.0311559 | val_loss: 0.0311701 | Time: 8429.13 ms [2022-01-28 19:27:49 main:574] : INFO : Epoch 1605 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 8382.5 ms [2022-01-28 19:27:57 main:574] : INFO : Epoch 1606 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 8151.11 ms [2022-01-28 19:28:05 main:574] : INFO : Epoch 1607 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 8139.02 ms [2022-01-28 19:28:13 main:574] : INFO : Epoch 1608 | loss: 0.0311566 | val_loss: 0.031169 | Time: 8147.93 ms [2022-01-28 19:28:22 main:574] : INFO : Epoch 1609 | loss: 0.0311573 | val_loss: 0.0311633 | Time: 8230.67 ms [2022-01-28 19:28:30 main:574] : INFO : Epoch 1610 | loss: 0.0311554 | val_loss: 0.0311647 | Time: 8273.27 ms [2022-01-28 19:28:38 main:574] : INFO : Epoch 1611 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 8303.14 ms [2022-01-28 19:28:47 main:574] : INFO : Epoch 1612 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 8283.63 ms [2022-01-28 19:28:55 main:574] : INFO : Epoch 1613 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 8244.7 ms [2022-01-28 19:29:03 main:574] : INFO : Epoch 1614 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 8067.91 ms [2022-01-28 19:29:11 main:574] : INFO : Epoch 1615 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 8197.34 ms [2022-01-28 19:29:20 main:574] : INFO : Epoch 1616 | loss: 0.0311572 | val_loss: 0.0311708 | Time: 8263.88 ms [2022-01-28 19:29:28 main:574] : INFO : Epoch 1617 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 8431.29 ms [2022-01-28 19:29:36 main:574] : INFO : Epoch 1618 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 8332.58 ms [2022-01-28 19:29:45 main:574] : INFO : Epoch 1619 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 8413.61 ms [2022-01-28 19:29:53 main:574] : INFO : Epoch 1620 | loss: 0.0311537 | val_loss: 0.0311782 | Time: 8386.72 ms [2022-01-28 19:30:02 main:574] : INFO : Epoch 1621 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 8268.23 ms [2022-01-28 19:30:10 main:574] : INFO : Epoch 1622 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 8437.75 ms [2022-01-28 19:30:19 main:574] : INFO : Epoch 1623 | loss: 0.0311567 | val_loss: 0.0311667 | Time: 8331.44 ms [2022-01-28 19:30:27 main:574] : INFO : Epoch 1624 | loss: 0.0311555 | val_loss: 0.0311682 | Time: 8267.9 ms [2022-01-28 19:30:35 main:574] : INFO : Epoch 1625 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 8212.37 ms [2022-01-28 19:30:43 main:574] : INFO : Epoch 1626 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 8228.27 ms [2022-01-28 19:30:52 main:574] : INFO : Epoch 1627 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 8329.59 ms [2022-01-28 19:31:00 main:574] : INFO : Epoch 1628 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 8304.63 ms [2022-01-28 19:31:09 main:574] : INFO : Epoch 1629 | loss: 0.0311564 | val_loss: 0.0311748 | Time: 8271.03 ms [2022-01-28 19:31:17 main:574] : INFO : Epoch 1630 | loss: 0.0311553 | val_loss: 0.0311677 | Time: 8379.26 ms [2022-01-28 19:31:26 main:574] : INFO : Epoch 1631 | loss: 0.0311531 | val_loss: 0.0311695 | Time: 8571.72 ms [2022-01-28 19:31:34 main:574] : INFO : Epoch 1632 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 8134.29 ms [2022-01-28 19:31:42 main:574] : INFO : Epoch 1633 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 8430.07 ms [2022-01-28 19:31:51 main:574] : INFO : Epoch 1634 | loss: 0.0311572 | val_loss: 0.0311726 | Time: 8362.86 ms [2022-01-28 19:31:59 main:574] : INFO : Epoch 1635 | loss: 0.0311624 | val_loss: 0.0311828 | Time: 8157.93 ms [2022-01-28 19:32:07 main:574] : INFO : Epoch 1636 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 8405.05 ms [2022-01-28 19:32:16 main:574] : INFO : Epoch 1637 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 8180.89 ms [2022-01-28 19:32:24 main:574] : INFO : Epoch 1638 | loss: 0.031156 | val_loss: 0.0311717 | Time: 8231.47 ms [2022-01-28 19:32:32 main:574] : INFO : Epoch 1639 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 8307.23 ms [2022-01-28 19:32:41 main:574] : INFO : Epoch 1640 | loss: 0.0311542 | val_loss: 0.0311774 | Time: 8334.84 ms [2022-01-28 19:32:49 main:574] : INFO : Epoch 1641 | loss: 0.0311617 | val_loss: 0.0311822 | Time: 8121.31 ms [2022-01-28 19:32:57 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.031183 | Time: 8220.72 ms [2022-01-28 19:33:05 main:574] : INFO : Epoch 1643 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 8266.05 ms [2022-01-28 19:33:14 main:574] : INFO : Epoch 1644 | loss: 0.031155 | val_loss: 0.0311687 | Time: 8512.64 ms [2022-01-28 19:33:22 main:574] : INFO : Epoch 1645 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 8252.39 ms [2022-01-28 19:33:31 main:574] : INFO : Epoch 1646 | loss: 0.0311534 | val_loss: 0.0311715 | Time: 8104.26 ms [2022-01-28 19:33:39 main:574] : INFO : Epoch 1647 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 8252.02 ms [2022-01-28 19:33:47 main:574] : INFO : Epoch 1648 | loss: 0.031159 | val_loss: 0.0311769 | Time: 8340.27 ms [2022-01-28 19:33:55 main:574] : INFO : Epoch 1649 | loss: 0.0311555 | val_loss: 0.031173 | Time: 8107.33 ms [2022-01-28 19:34:04 main:574] : INFO : Epoch 1650 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 8306.97 ms [2022-01-28 19:34:12 main:574] : INFO : Epoch 1651 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 8256.47 ms [2022-01-28 19:34:20 main:574] : INFO : Epoch 1652 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 8306.6 ms [2022-01-28 19:34:29 main:574] : INFO : Epoch 1653 | loss: 0.0311531 | val_loss: 0.031172 | Time: 8322.7 ms [2022-01-28 19:34:37 main:574] : INFO : Epoch 1654 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 8403.31 ms [2022-01-28 19:34:46 main:574] : INFO : Epoch 1655 | loss: 0.0311524 | val_loss: 0.0311715 | Time: 8194.05 ms [2022-01-28 19:34:54 main:574] : INFO : Epoch 1656 | loss: 0.0311576 | val_loss: 0.031175 | Time: 8399.69 ms [2022-01-28 19:35:03 main:574] : INFO : Epoch 1657 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 8423.96 ms [2022-01-28 19:35:11 main:574] : INFO : Epoch 1658 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 8554.35 ms [2022-01-28 19:35:19 main:574] : INFO : Epoch 1659 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 8194.74 ms [2022-01-28 19:35:28 main:574] : INFO : Epoch 1660 | loss: 0.0311598 | val_loss: 0.0311637 | Time: 8407.89 ms [2022-01-28 19:35:36 main:574] : INFO : Epoch 1661 | loss: 0.031157 | val_loss: 0.0311625 | Time: 8417.69 ms [2022-01-28 19:35:45 main:574] : INFO : Epoch 1662 | loss: 0.0311562 | val_loss: 0.0311635 | Time: 8426.36 ms [2022-01-28 19:35:53 main:574] : INFO : Epoch 1663 | loss: 0.031156 | val_loss: 0.0311648 | Time: 8150.52 ms [2022-01-28 19:36:02 main:574] : INFO : Epoch 1664 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 8331 ms [2022-01-28 19:36:10 main:574] : INFO : Epoch 1665 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 8131.39 ms [2022-01-28 19:36:18 main:574] : INFO : Epoch 1666 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 8333.11 ms [2022-01-28 19:36:27 main:574] : INFO : Epoch 1667 | loss: 0.0311619 | val_loss: 0.0311675 | Time: 8405.61 ms [2022-01-28 19:36:35 main:574] : INFO : Epoch 1668 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 8194.68 ms [2022-01-28 19:36:43 main:574] : INFO : Epoch 1669 | loss: 0.0311631 | val_loss: 0.0311643 | Time: 8199.08 ms [2022-01-28 19:36:51 main:574] : INFO : Epoch 1670 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 8330.25 ms [2022-01-28 19:37:00 main:574] : INFO : Epoch 1671 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 8413.24 ms [2022-01-28 19:37:08 main:574] : INFO : Epoch 1672 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 8078.08 ms [2022-01-28 19:37:17 main:574] : INFO : Epoch 1673 | loss: 0.0311574 | val_loss: 0.0311651 | Time: 8439.14 ms [2022-01-28 19:37:25 main:574] : INFO : Epoch 1674 | loss: 0.0311602 | val_loss: 0.031166 | Time: 8328.72 ms [2022-01-28 19:37:33 main:574] : INFO : Epoch 1675 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 8202.21 ms [2022-01-28 19:37:41 main:574] : INFO : Epoch 1676 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 8168.87 ms [2022-01-28 19:37:50 main:574] : INFO : Epoch 1677 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 8184.18 ms [2022-01-28 19:37:58 main:574] : INFO : Epoch 1678 | loss: 0.031155 | val_loss: 0.0311632 | Time: 8176.96 ms [2022-01-28 19:38:06 main:574] : INFO : Epoch 1679 | loss: 0.0311581 | val_loss: 0.0311768 | Time: 8227.75 ms [2022-01-28 19:38:15 main:574] : INFO : Epoch 1680 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 8309.06 ms [2022-01-28 19:38:23 main:574] : INFO : Epoch 1681 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 8386.55 ms [2022-01-28 19:38:31 main:574] : INFO : Epoch 1682 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 8210.04 ms [2022-01-28 19:38:40 main:574] : INFO : Epoch 1683 | loss: 0.0311547 | val_loss: 0.0311622 | Time: 8271.95 ms [2022-01-28 19:38:48 main:574] : INFO : Epoch 1684 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 8251.97 ms [2022-01-28 19:38:56 main:574] : INFO : Epoch 1685 | loss: 0.0311537 | val_loss: 0.0311635 | Time: 8299.87 ms [2022-01-28 19:39:05 main:574] : INFO : Epoch 1686 | loss: 0.0311547 | val_loss: 0.031166 | Time: 8331.14 ms [2022-01-28 19:39:13 main:574] : INFO : Epoch 1687 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 8330.65 ms [2022-01-28 19:39:21 main:574] : INFO : Epoch 1688 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 8179.96 ms [2022-01-28 19:39:30 main:574] : INFO : Epoch 1689 | loss: 0.0311684 | val_loss: 0.0311693 | Time: 8247.29 ms [2022-01-28 19:39:38 main:574] : INFO : Epoch 1690 | loss: 0.0311694 | val_loss: 0.0311656 | Time: 8192.05 ms [2022-01-28 19:39:46 main:574] : INFO : Epoch 1691 | loss: 0.031164 | val_loss: 0.0311655 | Time: 8220.6 ms [2022-01-28 19:39:55 main:574] : INFO : Epoch 1692 | loss: 0.031163 | val_loss: 0.031176 | Time: 8322.45 ms [2022-01-28 19:40:03 main:574] : INFO : Epoch 1693 | loss: 0.0311641 | val_loss: 0.0311645 | Time: 8258.94 ms [2022-01-28 19:40:11 main:574] : INFO : Epoch 1694 | loss: 0.031158 | val_loss: 0.0311622 | Time: 8233.4 ms [2022-01-28 19:40:20 main:574] : INFO : Epoch 1695 | loss: 0.0311576 | val_loss: 0.0311632 | Time: 8323.46 ms [2022-01-28 19:40:28 main:574] : INFO : Epoch 1696 | loss: 0.031158 | val_loss: 0.0311644 | Time: 8219.3 ms [2022-01-28 19:40:36 main:574] : INFO : Epoch 1697 | loss: 0.0311591 | val_loss: 0.0311643 | Time: 8209.34 ms [2022-01-28 19:40:44 main:574] : INFO : Epoch 1698 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 8346.94 ms [2022-01-28 19:40:53 main:574] : INFO : Epoch 1699 | loss: 0.0311574 | val_loss: 0.0311642 | Time: 8277.8 ms [2022-01-28 19:41:01 main:574] : INFO : Epoch 1700 | loss: 0.0311558 | val_loss: 0.031165 | Time: 8447.96 ms [2022-01-28 19:41:10 main:574] : INFO : Epoch 1701 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 8240.12 ms [2022-01-28 19:41:18 main:574] : INFO : Epoch 1702 | loss: 0.0311568 | val_loss: 0.031163 | Time: 8248.31 ms [2022-01-28 19:41:26 main:574] : INFO : Epoch 1703 | loss: 0.0311545 | val_loss: 0.0311626 | Time: 8314.33 ms [2022-01-28 19:41:35 main:574] : INFO : Epoch 1704 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 8438.09 ms [2022-01-28 19:41:43 main:574] : INFO : Epoch 1705 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 8182.38 ms [2022-01-28 19:41:51 main:574] : INFO : Epoch 1706 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 8198.82 ms [2022-01-28 19:42:00 main:574] : INFO : Epoch 1707 | loss: 0.0311565 | val_loss: 0.0311635 | Time: 8300.09 ms [2022-01-28 19:42:08 main:574] : INFO : Epoch 1708 | loss: 0.0311569 | val_loss: 0.0311727 | Time: 8451.66 ms [2022-01-28 19:42:17 main:574] : INFO : Epoch 1709 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 8339.24 ms [2022-01-28 19:42:25 main:574] : INFO : Epoch 1710 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 8330.99 ms [2022-01-28 19:42:33 main:574] : INFO : Epoch 1711 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 8085.7 ms [2022-01-28 19:42:42 main:574] : INFO : Epoch 1712 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 8406.11 ms [2022-01-28 19:42:50 main:574] : INFO : Epoch 1713 | loss: 0.0311573 | val_loss: 0.0311714 | Time: 8246.81 ms [2022-01-28 19:42:58 main:574] : INFO : Epoch 1714 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 8403.15 ms [2022-01-28 19:43:07 main:574] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.0311738 | Time: 8388.57 ms [2022-01-28 19:43:15 main:574] : INFO : Epoch 1716 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 8402.75 ms [2022-01-28 19:43:23 main:574] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 8218.27 ms [2022-01-28 19:43:32 main:574] : INFO : Epoch 1718 | loss: 0.0311638 | val_loss: 0.0311643 | Time: 8246.94 ms [2022-01-28 19:43:40 main:574] : INFO : Epoch 1719 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 8237.96 ms [2022-01-28 19:43:48 main:574] : INFO : Epoch 1720 | loss: 0.0311582 | val_loss: 0.031163 | Time: 8218.2 ms [2022-01-28 19:43:57 main:574] : INFO : Epoch 1721 | loss: 0.0311557 | val_loss: 0.031166 | Time: 8135.89 ms [2022-01-28 19:44:05 main:574] : INFO : Epoch 1722 | loss: 0.0311568 | val_loss: 0.0311648 | Time: 8224.73 ms [2022-01-28 19:44:13 main:574] : INFO : Epoch 1723 | loss: 0.0311617 | val_loss: 0.0311667 | Time: 8065.12 ms [2022-01-28 19:44:21 main:574] : INFO : Epoch 1724 | loss: 0.0311632 | val_loss: 0.0311715 | Time: 8290.88 ms [2022-01-28 19:44:30 main:574] : INFO : Epoch 1725 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 8255.87 ms [2022-01-28 19:44:38 main:574] : INFO : Epoch 1726 | loss: 0.0311608 | val_loss: 0.0311716 | Time: 8332.37 ms [2022-01-28 19:44:47 main:574] : INFO : Epoch 1727 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 8523.54 ms [2022-01-28 19:44:55 main:574] : INFO : Epoch 1728 | loss: 0.0311578 | val_loss: 0.0311631 | Time: 8258.55 ms [2022-01-28 19:45:03 main:574] : INFO : Epoch 1729 | loss: 0.0311573 | val_loss: 0.0311669 | Time: 8261.85 ms [2022-01-28 19:45:12 main:574] : INFO : Epoch 1730 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 8307.13 ms [2022-01-28 19:45:20 main:574] : INFO : Epoch 1731 | loss: 0.0311568 | val_loss: 0.0311655 | Time: 8416.08 ms [2022-01-28 19:45:28 main:574] : INFO : Epoch 1732 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 8357.96 ms [2022-01-28 19:45:37 main:574] : INFO : Epoch 1733 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 8276.84 ms [2022-01-28 19:45:45 main:574] : INFO : Epoch 1734 | loss: 0.0311574 | val_loss: 0.0311646 | Time: 8197.42 ms [2022-01-28 19:45:53 main:574] : INFO : Epoch 1735 | loss: 0.0311571 | val_loss: 0.0311714 | Time: 8268.5 ms [2022-01-28 19:46:02 main:574] : INFO : Epoch 1736 | loss: 0.0311573 | val_loss: 0.031176 | Time: 8303.38 ms [2022-01-28 19:46:10 main:574] : INFO : Epoch 1737 | loss: 0.0311558 | val_loss: 0.0311634 | Time: 8318.62 ms [2022-01-28 19:46:19 main:574] : INFO : Epoch 1738 | loss: 0.0311544 | val_loss: 0.0311661 | Time: 8388.8 ms [2022-01-28 19:46:27 main:574] : INFO : Epoch 1739 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 8276.81 ms [2022-01-28 19:46:35 main:574] : INFO : Epoch 1740 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 8132.9 ms [2022-01-28 19:46:44 main:574] : INFO : Epoch 1741 | loss: 0.0311564 | val_loss: 0.0311619 | Time: 8588.99 ms [2022-01-28 19:46:52 main:574] : INFO : Epoch 1742 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 8300 ms [2022-01-28 19:47:01 main:574] : INFO : Epoch 1743 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 8359.36 ms [2022-01-28 19:47:09 main:574] : INFO : Epoch 1744 | loss: 0.0311525 | val_loss: 0.0311631 | Time: 8365.11 ms [2022-01-28 19:47:17 main:574] : INFO : Epoch 1745 | loss: 0.031156 | val_loss: 0.0311877 | Time: 8382.01 ms [2022-01-28 19:47:26 main:574] : INFO : Epoch 1746 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 8348.02 ms [2022-01-28 19:47:34 main:574] : INFO : Epoch 1747 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 8209.28 ms [2022-01-28 19:47:43 main:574] : INFO : Epoch 1748 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 8452.93 ms [2022-01-28 19:47:51 main:574] : INFO : Epoch 1749 | loss: 0.0311558 | val_loss: 0.031172 | Time: 8230.43 ms [2022-01-28 19:47:59 main:574] : INFO : Epoch 1750 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 8230.62 ms [2022-01-28 19:48:08 main:574] : INFO : Epoch 1751 | loss: 0.0311526 | val_loss: 0.031167 | Time: 8201.42 ms [2022-01-28 19:48:16 main:574] : INFO : Epoch 1752 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 8302.09 ms [2022-01-28 19:48:24 main:574] : INFO : Epoch 1753 | loss: 0.031151 | val_loss: 0.0311631 | Time: 8139.9 ms [2022-01-28 19:48:33 main:574] : INFO : Epoch 1754 | loss: 0.0311534 | val_loss: 0.0311637 | Time: 8472.04 ms [2022-01-28 19:48:41 main:574] : INFO : Epoch 1755 | loss: 0.0311508 | val_loss: 0.0311659 | Time: 8214.53 ms [2022-01-28 19:48:49 main:574] : INFO : Epoch 1756 | loss: 0.031152 | val_loss: 0.0311646 | Time: 8349.44 ms [2022-01-28 19:48:58 main:574] : INFO : Epoch 1757 | loss: 0.0311516 | val_loss: 0.031168 | Time: 8279.11 ms [2022-01-28 19:49:06 main:574] : INFO : Epoch 1758 | loss: 0.0311503 | val_loss: 0.0311666 | Time: 8218.55 ms [2022-01-28 19:49:14 main:574] : INFO : Epoch 1759 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 8180.86 ms [2022-01-28 19:49:23 main:574] : INFO : Epoch 1760 | loss: 0.0311508 | val_loss: 0.0311628 | Time: 8373.51 ms [2022-01-28 19:49:31 main:574] : INFO : Epoch 1761 | loss: 0.0311526 | val_loss: 0.0311645 | Time: 8515.24 ms [2022-01-28 19:49:40 main:574] : INFO : Epoch 1762 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 8391.5 ms [2022-01-28 19:49:48 main:574] : INFO : Epoch 1763 | loss: 0.0311503 | val_loss: 0.031164 | Time: 8247.92 ms [2022-01-28 19:49:56 main:574] : INFO : Epoch 1764 | loss: 0.0311502 | val_loss: 0.0311653 | Time: 8257.09 ms [2022-01-28 19:50:05 main:574] : INFO : Epoch 1765 | loss: 0.03115 | val_loss: 0.0311692 | Time: 8327.87 ms [2022-01-28 19:50:13 main:574] : INFO : Epoch 1766 | loss: 0.0311508 | val_loss: 0.0311705 | Time: 8202.17 ms [2022-01-28 19:50:21 main:574] : INFO : Epoch 1767 | loss: 0.0311519 | val_loss: 0.0311752 | Time: 8349.43 ms [2022-01-28 19:50:30 main:574] : INFO : Epoch 1768 | loss: 0.0311551 | val_loss: 0.0311808 | Time: 8450.02 ms [2022-01-28 19:50:39 main:574] : INFO : Epoch 1769 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 8501.07 ms [2022-01-28 19:50:47 main:574] : INFO : Epoch 1770 | loss: 0.0311551 | val_loss: 0.0311778 | Time: 8165.42 ms [2022-01-28 19:50:55 main:574] : INFO : Epoch 1771 | loss: 0.0311557 | val_loss: 0.0311632 | Time: 8223.45 ms [2022-01-28 19:51:03 main:574] : INFO : Epoch 1772 | loss: 0.0311506 | val_loss: 0.031165 | Time: 8393.97 ms [2022-01-28 19:51:12 main:574] : INFO : Epoch 1773 | loss: 0.0311537 | val_loss: 0.0311797 | Time: 8287.82 ms [2022-01-28 19:51:20 main:574] : INFO : Epoch 1774 | loss: 0.031152 | val_loss: 0.031166 | Time: 8239.07 ms [2022-01-28 19:51:28 main:574] : INFO : Epoch 1775 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 8075.57 ms [2022-01-28 19:51:37 main:574] : INFO : Epoch 1776 | loss: 0.0311489 | val_loss: 0.0311646 | Time: 8340.01 ms [2022-01-28 19:51:45 main:574] : INFO : Epoch 1777 | loss: 0.0311522 | val_loss: 0.0311686 | Time: 8633.91 ms [2022-01-28 19:51:54 main:574] : INFO : Epoch 1778 | loss: 0.0311499 | val_loss: 0.0311681 | Time: 8282.94 ms [2022-01-28 19:52:02 main:574] : INFO : Epoch 1779 | loss: 0.0311485 | val_loss: 0.0311659 | Time: 8389.21 ms [2022-01-28 19:52:11 main:574] : INFO : Epoch 1780 | loss: 0.031149 | val_loss: 0.0311661 | Time: 8379.86 ms [2022-01-28 19:52:19 main:574] : INFO : Epoch 1781 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 8262.94 ms [2022-01-28 19:52:27 main:574] : INFO : Epoch 1782 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 8150.93 ms [2022-01-28 19:52:35 main:574] : INFO : Epoch 1783 | loss: 0.0311527 | val_loss: 0.0311675 | Time: 8383.19 ms [2022-01-28 19:52:44 main:574] : INFO : Epoch 1784 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 8105.68 ms [2022-01-28 19:52:52 main:574] : INFO : Epoch 1785 | loss: 0.0311528 | val_loss: 0.031166 | Time: 8114.3 ms [2022-01-28 19:53:00 main:574] : INFO : Epoch 1786 | loss: 0.0311512 | val_loss: 0.0311647 | Time: 8578.36 ms [2022-01-28 19:53:09 main:574] : INFO : Epoch 1787 | loss: 0.0311502 | val_loss: 0.0311633 | Time: 8374.83 ms [2022-01-28 19:53:17 main:574] : INFO : Epoch 1788 | loss: 0.0311499 | val_loss: 0.0311695 | Time: 8198.13 ms [2022-01-28 19:53:26 main:574] : INFO : Epoch 1789 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 8278.87 ms [2022-01-28 19:53:34 main:574] : INFO : Epoch 1790 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 8184.66 ms [2022-01-28 19:53:42 main:574] : INFO : Epoch 1791 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 8243.25 ms [2022-01-28 19:53:50 main:574] : INFO : Epoch 1792 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 8260.62 ms [2022-01-28 19:53:59 main:574] : INFO : Epoch 1793 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 8302.1 ms [2022-01-28 19:54:07 main:574] : INFO : Epoch 1794 | loss: 0.031154 | val_loss: 0.031167 | Time: 8207.13 ms [2022-01-28 19:54:15 main:574] : INFO : Epoch 1795 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 8221.12 ms [2022-01-28 19:54:24 main:574] : INFO : Epoch 1796 | loss: 0.0311553 | val_loss: 0.0311728 | Time: 8259.68 ms [2022-01-28 19:54:32 main:574] : INFO : Epoch 1797 | loss: 0.0311537 | val_loss: 0.0311621 | Time: 8261.38 ms [2022-01-28 19:54:40 main:574] : INFO : Epoch 1798 | loss: 0.0311524 | val_loss: 0.0311627 | Time: 8248.33 ms [2022-01-28 19:54:49 main:574] : INFO : Epoch 1799 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 8387.86 ms [2022-01-28 19:54:57 main:574] : INFO : Epoch 1800 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 8152.52 ms [2022-01-28 19:55:05 main:574] : INFO : Epoch 1801 | loss: 0.0311513 | val_loss: 0.0311649 | Time: 8318.89 ms [2022-01-28 19:55:14 main:574] : INFO : Epoch 1802 | loss: 0.0311501 | val_loss: 0.0311655 | Time: 8266.11 ms [2022-01-28 19:55:22 main:574] : INFO : Epoch 1803 | loss: 0.031151 | val_loss: 0.0311672 | Time: 8155.32 ms [2022-01-28 19:55:30 main:574] : INFO : Epoch 1804 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 8229.1 ms [2022-01-28 19:55:38 main:574] : INFO : Epoch 1805 | loss: 0.0311509 | val_loss: 0.0311677 | Time: 8175.32 ms [2022-01-28 19:55:47 main:574] : INFO : Epoch 1806 | loss: 0.03115 | val_loss: 0.0311704 | Time: 8202.17 ms [2022-01-28 19:55:55 main:574] : INFO : Epoch 1807 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 8225.59 ms [2022-01-28 19:56:03 main:574] : INFO : Epoch 1808 | loss: 0.0311485 | val_loss: 0.0311657 | Time: 8133.63 ms [2022-01-28 19:56:11 main:574] : INFO : Epoch 1809 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 8180.68 ms [2022-01-28 19:56:20 main:574] : INFO : Epoch 1810 | loss: 0.0311496 | val_loss: 0.0311634 | Time: 8182.51 ms [2022-01-28 19:56:28 main:574] : INFO : Epoch 1811 | loss: 0.0311525 | val_loss: 0.0311631 | Time: 8417.75 ms [2022-01-28 19:56:36 main:574] : INFO : Epoch 1812 | loss: 0.0311507 | val_loss: 0.0311642 | Time: 8162.36 ms [2022-01-28 19:56:45 main:574] : INFO : Epoch 1813 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 8711.28 ms [2022-01-28 19:56:54 main:574] : INFO : Epoch 1814 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 8360.15 ms [2022-01-28 19:57:02 main:574] : INFO : Epoch 1815 | loss: 0.0311475 | val_loss: 0.0311664 | Time: 8310.02 ms [2022-01-28 19:57:10 main:574] : INFO : Epoch 1816 | loss: 0.0311498 | val_loss: 0.0311637 | Time: 8250.77 ms [2022-01-28 19:57:18 main:574] : INFO : Epoch 1817 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 8191.24 ms [2022-01-28 19:57:27 main:574] : INFO : Epoch 1818 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 8262.43 ms [2022-01-28 19:57:35 main:574] : INFO : Epoch 1819 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 8264.88 ms [2022-01-28 19:57:43 main:574] : INFO : Epoch 1820 | loss: 0.031156 | val_loss: 0.0311723 | Time: 8264.8 ms [2022-01-28 19:57:52 main:574] : INFO : Epoch 1821 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 8357.34 ms [2022-01-28 19:58:00 main:574] : INFO : Epoch 1822 | loss: 0.0311542 | val_loss: 0.0311688 | Time: 8235.31 ms [2022-01-28 19:58:08 main:574] : INFO : Epoch 1823 | loss: 0.0311509 | val_loss: 0.0311661 | Time: 8205.82 ms [2022-01-28 19:58:17 main:574] : INFO : Epoch 1824 | loss: 0.0311491 | val_loss: 0.0311665 | Time: 8235.81 ms [2022-01-28 19:58:25 main:574] : INFO : Epoch 1825 | loss: 0.0311491 | val_loss: 0.0311641 | Time: 8263.21 ms [2022-01-28 19:58:34 main:574] : INFO : Epoch 1826 | loss: 0.031148 | val_loss: 0.0311686 | Time: 8718.02 ms [2022-01-28 19:58:42 main:574] : INFO : Epoch 1827 | loss: 0.0311484 | val_loss: 0.0311651 | Time: 8271.25 ms [2022-01-28 19:58:50 main:574] : INFO : Epoch 1828 | loss: 0.0311472 | val_loss: 0.0311655 | Time: 8251.82 ms [2022-01-28 19:58:59 main:574] : INFO : Epoch 1829 | loss: 0.0311484 | val_loss: 0.0311677 | Time: 8245.9 ms [2022-01-28 19:59:07 main:574] : INFO : Epoch 1830 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 8205.3 ms [2022-01-28 19:59:15 main:574] : INFO : Epoch 1831 | loss: 0.0311524 | val_loss: 0.0311697 | Time: 8284.93 ms [2022-01-28 19:59:24 main:574] : INFO : Epoch 1832 | loss: 0.0311483 | val_loss: 0.0311658 | Time: 8226.09 ms [2022-01-28 19:59:32 main:574] : INFO : Epoch 1833 | loss: 0.0311481 | val_loss: 0.0311663 | Time: 8259.47 ms [2022-01-28 19:59:40 main:574] : INFO : Epoch 1834 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 8200.25 ms [2022-01-28 19:59:48 main:574] : INFO : Epoch 1835 | loss: 0.0311519 | val_loss: 0.0311726 | Time: 8162.26 ms [2022-01-28 19:59:57 main:574] : INFO : Epoch 1836 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 8074.97 ms [2022-01-28 20:00:05 main:574] : INFO : Epoch 1837 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 8327.79 ms [2022-01-28 20:00:13 main:574] : INFO : Epoch 1838 | loss: 0.031159 | val_loss: 0.031162 | Time: 8317.3 ms [2022-01-28 20:00:21 main:574] : INFO : Epoch 1839 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 8163.66 ms [2022-01-28 20:00:30 main:574] : INFO : Epoch 1840 | loss: 0.031151 | val_loss: 0.0311636 | Time: 8269.76 ms [2022-01-28 20:00:38 main:574] : INFO : Epoch 1841 | loss: 0.0311507 | val_loss: 0.0311674 | Time: 8451.18 ms [2022-01-28 20:00:47 main:574] : INFO : Epoch 1842 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 8199.37 ms [2022-01-28 20:00:55 main:574] : INFO : Epoch 1843 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 8233.91 ms [2022-01-28 20:01:03 main:574] : INFO : Epoch 1844 | loss: 0.0311537 | val_loss: 0.031166 | Time: 8144.03 ms [2022-01-28 20:01:11 main:574] : INFO : Epoch 1845 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 8265.28 ms [2022-01-28 20:01:20 main:574] : INFO : Epoch 1846 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 8312.29 ms [2022-01-28 20:01:28 main:574] : INFO : Epoch 1847 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 8278.59 ms [2022-01-28 20:01:36 main:574] : INFO : Epoch 1848 | loss: 0.0311513 | val_loss: 0.0311671 | Time: 8172.66 ms [2022-01-28 20:01:45 main:574] : INFO : Epoch 1849 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 8331.45 ms [2022-01-28 20:01:53 main:574] : INFO : Epoch 1850 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 8322.21 ms [2022-01-28 20:02:02 main:574] : INFO : Epoch 1851 | loss: 0.0311502 | val_loss: 0.0311657 | Time: 8386.27 ms [2022-01-28 20:02:10 main:574] : INFO : Epoch 1852 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 8413.14 ms [2022-01-28 20:02:18 main:574] : INFO : Epoch 1853 | loss: 0.031151 | val_loss: 0.0311678 | Time: 8128.06 ms [2022-01-28 20:02:27 main:574] : INFO : Epoch 1854 | loss: 0.0311498 | val_loss: 0.0311718 | Time: 8294.77 ms [2022-01-28 20:02:35 main:574] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 8298.27 ms [2022-01-28 20:02:43 main:574] : INFO : Epoch 1856 | loss: 0.0311546 | val_loss: 0.0311637 | Time: 8476.32 ms [2022-01-28 20:02:52 main:574] : INFO : Epoch 1857 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 8097.62 ms [2022-01-28 20:03:00 main:574] : INFO : Epoch 1858 | loss: 0.0311526 | val_loss: 0.0311651 | Time: 8096.65 ms [2022-01-28 20:03:08 main:574] : INFO : Epoch 1859 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 8215.43 ms [2022-01-28 20:03:17 main:574] : INFO : Epoch 1860 | loss: 0.0311505 | val_loss: 0.0311692 | Time: 8301.8 ms [2022-01-28 20:03:25 main:574] : INFO : Epoch 1861 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 8255.59 ms [2022-01-28 20:03:33 main:574] : INFO : Epoch 1862 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 8218.87 ms [2022-01-28 20:03:42 main:574] : INFO : Epoch 1863 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 8326.32 ms [2022-01-28 20:03:50 main:574] : INFO : Epoch 1864 | loss: 0.0311541 | val_loss: 0.031162 | Time: 8520.42 ms [2022-01-28 20:03:59 main:574] : INFO : Epoch 1865 | loss: 0.0311505 | val_loss: 0.0311639 | Time: 8594.92 ms [2022-01-28 20:04:07 main:574] : INFO : Epoch 1866 | loss: 0.0311528 | val_loss: 0.031165 | Time: 8452.25 ms [2022-01-28 20:04:16 main:574] : INFO : Epoch 1867 | loss: 0.0311493 | val_loss: 0.0311634 | Time: 8384.03 ms [2022-01-28 20:04:24 main:574] : INFO : Epoch 1868 | loss: 0.0311496 | val_loss: 0.0311653 | Time: 8261.78 ms [2022-01-28 20:04:32 main:574] : INFO : Epoch 1869 | loss: 0.0311511 | val_loss: 0.031162 | Time: 8228.9 ms [2022-01-28 20:04:41 main:574] : INFO : Epoch 1870 | loss: 0.0311501 | val_loss: 0.0311662 | Time: 8371.32 ms [2022-01-28 20:04:49 main:574] : INFO : Epoch 1871 | loss: 0.0311484 | val_loss: 0.031167 | Time: 8306.35 ms [2022-01-28 20:04:57 main:574] : INFO : Epoch 1872 | loss: 0.0311496 | val_loss: 0.0311619 | Time: 8288.6 ms [2022-01-28 20:05:06 main:574] : INFO : Epoch 1873 | loss: 0.0311489 | val_loss: 0.031164 | Time: 8303.68 ms [2022-01-28 20:05:14 main:574] : INFO : Epoch 1874 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 8338.31 ms [2022-01-28 20:05:22 main:574] : INFO : Epoch 1875 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 8199.38 ms [2022-01-28 20:05:31 main:574] : INFO : Epoch 1876 | loss: 0.0311486 | val_loss: 0.0311642 | Time: 8152.55 ms [2022-01-28 20:05:39 main:574] : INFO : Epoch 1877 | loss: 0.0311478 | val_loss: 0.0311635 | Time: 8310.8 ms [2022-01-28 20:05:48 main:574] : INFO : Epoch 1878 | loss: 0.031148 | val_loss: 0.0311637 | Time: 8433.27 ms [2022-01-28 20:05:56 main:574] : INFO : Epoch 1879 | loss: 0.0311464 | val_loss: 0.0311637 | Time: 8424.67 ms [2022-01-28 20:06:05 main:574] : INFO : Epoch 1880 | loss: 0.031148 | val_loss: 0.0311693 | Time: 8283.73 ms [2022-01-28 20:06:13 main:574] : INFO : Epoch 1881 | loss: 0.0311498 | val_loss: 0.0311696 | Time: 8195.54 ms [2022-01-28 20:06:21 main:574] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 8282.64 ms [2022-01-28 20:06:30 main:574] : INFO : Epoch 1883 | loss: 0.0340626 | val_loss: 0.0360033 | Time: 8469.15 ms [2022-01-28 20:06:38 main:574] : INFO : Epoch 1884 | loss: 0.033399 | val_loss: 0.0316464 | Time: 8465.46 ms [2022-01-28 20:06:46 main:574] : INFO : Epoch 1885 | loss: 0.031416 | val_loss: 0.0312971 | Time: 8222.59 ms [2022-01-28 20:06:55 main:574] : INFO : Epoch 1886 | loss: 0.0312466 | val_loss: 0.0312103 | Time: 8356.84 ms [2022-01-28 20:07:03 main:574] : INFO : Epoch 1887 | loss: 0.0311979 | val_loss: 0.0311948 | Time: 8400.04 ms [2022-01-28 20:07:12 main:574] : INFO : Epoch 1888 | loss: 0.0311822 | val_loss: 0.0311836 | Time: 8287.38 ms [2022-01-28 20:07:20 main:574] : INFO : Epoch 1889 | loss: 0.0311749 | val_loss: 0.0311857 | Time: 8181.42 ms [2022-01-28 20:07:28 main:574] : INFO : Epoch 1890 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 8221.73 ms [2022-01-28 20:07:37 main:574] : INFO : Epoch 1891 | loss: 0.03117 | val_loss: 0.0311811 | Time: 8298.64 ms [2022-01-28 20:07:45 main:574] : INFO : Epoch 1892 | loss: 0.0311707 | val_loss: 0.0311879 | Time: 8366.25 ms [2022-01-28 20:07:53 main:574] : INFO : Epoch 1893 | loss: 0.0311699 | val_loss: 0.0311864 | Time: 8335.39 ms [2022-01-28 20:08:02 main:574] : INFO : Epoch 1894 | loss: 0.0311687 | val_loss: 0.0311812 | Time: 8342.78 ms [2022-01-28 20:08:10 main:574] : INFO : Epoch 1895 | loss: 0.0311685 | val_loss: 0.0311828 | Time: 8236.04 ms [2022-01-28 20:08:19 main:574] : INFO : Epoch 1896 | loss: 0.0311696 | val_loss: 0.0311819 | Time: 8681.43 ms [2022-01-28 20:08:27 main:574] : INFO : Epoch 1897 | loss: 0.0311696 | val_loss: 0.031181 | Time: 8366.72 ms [2022-01-28 20:08:35 main:574] : INFO : Epoch 1898 | loss: 0.031169 | val_loss: 0.0311817 | Time: 8139.29 ms [2022-01-28 20:08:44 main:574] : INFO : Epoch 1899 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 8405.11 ms [2022-01-28 20:08:52 main:574] : INFO : Epoch 1900 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 8437.48 ms [2022-01-28 20:09:01 main:574] : INFO : Epoch 1901 | loss: 0.0311656 | val_loss: 0.0311841 | Time: 8450.65 ms [2022-01-28 20:09:09 main:574] : INFO : Epoch 1902 | loss: 0.031166 | val_loss: 0.0311832 | Time: 8362.23 ms [2022-01-28 20:09:18 main:574] : INFO : Epoch 1903 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 8202.01 ms [2022-01-28 20:09:26 main:574] : INFO : Epoch 1904 | loss: 0.0311647 | val_loss: 0.0311828 | Time: 8170.73 ms [2022-01-28 20:09:34 main:574] : INFO : Epoch 1905 | loss: 0.0311641 | val_loss: 0.0311829 | Time: 8200.51 ms [2022-01-28 20:09:42 main:574] : INFO : Epoch 1906 | loss: 0.0311659 | val_loss: 0.0311849 | Time: 8208.7 ms [2022-01-28 20:09:51 main:574] : INFO : Epoch 1907 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 8094.49 ms [2022-01-28 20:09:59 main:574] : INFO : Epoch 1908 | loss: 0.0311662 | val_loss: 0.0311769 | Time: 8242.37 ms [2022-01-28 20:10:07 main:574] : INFO : Epoch 1909 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 8351.74 ms [2022-01-28 20:10:16 main:574] : INFO : Epoch 1910 | loss: 0.0311665 | val_loss: 0.0311812 | Time: 8327.99 ms [2022-01-28 20:10:24 main:574] : INFO : Epoch 1911 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 8239.97 ms [2022-01-28 20:10:32 main:574] : INFO : Epoch 1912 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 8315.21 ms [2022-01-28 20:10:41 main:574] : INFO : Epoch 1913 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 8311.98 ms [2022-01-28 20:10:49 main:574] : INFO : Epoch 1914 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 8228.64 ms [2022-01-28 20:10:57 main:574] : INFO : Epoch 1915 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 8413.24 ms [2022-01-28 20:11:06 main:574] : INFO : Epoch 1916 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 8232.38 ms [2022-01-28 20:11:14 main:574] : INFO : Epoch 1917 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 8180.24 ms [2022-01-28 20:11:22 main:574] : INFO : Epoch 1918 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 8352.02 ms [2022-01-28 20:11:31 main:574] : INFO : Epoch 1919 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 8161.16 ms [2022-01-28 20:11:39 main:574] : INFO : Epoch 1920 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 8783.07 ms [2022-01-28 20:11:48 main:574] : INFO : Epoch 1921 | loss: 0.0311711 | val_loss: 0.0311781 | Time: 8232.65 ms [2022-01-28 20:11:56 main:574] : INFO : Epoch 1922 | loss: 0.0311701 | val_loss: 0.031177 | Time: 8346.8 ms [2022-01-28 20:12:05 main:574] : INFO : Epoch 1923 | loss: 0.031171 | val_loss: 0.0311776 | Time: 8493.29 ms [2022-01-28 20:12:13 main:574] : INFO : Epoch 1924 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 8304.44 ms [2022-01-28 20:12:21 main:574] : INFO : Epoch 1925 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 8143.46 ms [2022-01-28 20:12:29 main:574] : INFO : Epoch 1926 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 8136.97 ms [2022-01-28 20:12:38 main:574] : INFO : Epoch 1927 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 8200.49 ms [2022-01-28 20:12:46 main:574] : INFO : Epoch 1928 | loss: 0.0311674 | val_loss: 0.0311766 | Time: 8365.59 ms [2022-01-28 20:12:54 main:574] : INFO : Epoch 1929 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 8308.33 ms [2022-01-28 20:13:03 main:574] : INFO : Epoch 1930 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 8507.43 ms [2022-01-28 20:13:12 main:574] : INFO : Epoch 1931 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 8557.61 ms [2022-01-28 20:13:20 main:574] : INFO : Epoch 1932 | loss: 0.0311687 | val_loss: 0.031176 | Time: 8530.27 ms [2022-01-28 20:13:29 main:574] : INFO : Epoch 1933 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 8335.19 ms [2022-01-28 20:13:37 main:574] : INFO : Epoch 1934 | loss: 0.0311688 | val_loss: 0.031177 | Time: 8333.58 ms [2022-01-28 20:13:46 main:574] : INFO : Epoch 1935 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 8550.03 ms [2022-01-28 20:13:54 main:574] : INFO : Epoch 1936 | loss: 0.031167 | val_loss: 0.0311779 | Time: 8422.53 ms [2022-01-28 20:14:02 main:574] : INFO : Epoch 1937 | loss: 0.0311657 | val_loss: 0.0311733 | Time: 8172.47 ms [2022-01-28 20:14:11 main:574] : INFO : Epoch 1938 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 8287.46 ms [2022-01-28 20:14:19 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 8207.85 ms [2022-01-28 20:14:27 main:574] : INFO : Epoch 1940 | loss: 0.0311607 | val_loss: 0.0311644 | Time: 8132.48 ms [2022-01-28 20:14:36 main:574] : INFO : Epoch 1941 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 8630.08 ms [2022-01-28 20:14:44 main:574] : INFO : Epoch 1942 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 8233.75 ms [2022-01-28 20:14:53 main:574] : INFO : Epoch 1943 | loss: 0.0311547 | val_loss: 0.0311627 | Time: 8329.42 ms [2022-01-28 20:15:01 main:574] : INFO : Epoch 1944 | loss: 0.0311544 | val_loss: 0.0311627 | Time: 8182.85 ms [2022-01-28 20:15:09 main:574] : INFO : Epoch 1945 | loss: 0.0311545 | val_loss: 0.0311645 | Time: 8244.69 ms [2022-01-28 20:15:17 main:574] : INFO : Epoch 1946 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 8138.7 ms [2022-01-28 20:15:26 main:574] : INFO : Epoch 1947 | loss: 0.0311548 | val_loss: 0.0311629 | Time: 8325.8 ms [2022-01-28 20:15:34 main:574] : INFO : Epoch 1948 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 8291.26 ms [2022-01-28 20:15:42 main:574] : INFO : Epoch 1949 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 8241.2 ms [2022-01-28 20:15:51 main:574] : INFO : Epoch 1950 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 8517.46 ms [2022-01-28 20:15:59 main:574] : INFO : Epoch 1951 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 8525.24 ms [2022-01-28 20:16:08 main:574] : INFO : Epoch 1952 | loss: 0.031152 | val_loss: 0.031161 | Time: 8374.53 ms [2022-01-28 20:16:16 main:574] : INFO : Epoch 1953 | loss: 0.0311511 | val_loss: 0.0311617 | Time: 8215.7 ms [2022-01-28 20:16:24 main:574] : INFO : Epoch 1954 | loss: 0.0311535 | val_loss: 0.0311618 | Time: 8149.41 ms [2022-01-28 20:16:33 main:574] : INFO : Epoch 1955 | loss: 0.0311539 | val_loss: 0.0311638 | Time: 8378.6 ms [2022-01-28 20:16:41 main:574] : INFO : Epoch 1956 | loss: 0.0311534 | val_loss: 0.0311629 | Time: 8267.12 ms [2022-01-28 20:16:50 main:574] : INFO : Epoch 1957 | loss: 0.0311533 | val_loss: 0.031167 | Time: 8337.71 ms [2022-01-28 20:16:58 main:574] : INFO : Epoch 1958 | loss: 0.031153 | val_loss: 0.0311638 | Time: 8202.61 ms [2022-01-28 20:17:06 main:574] : INFO : Epoch 1959 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 8387.83 ms [2022-01-28 20:17:15 main:574] : INFO : Epoch 1960 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 8276.3 ms [2022-01-28 20:17:23 main:574] : INFO : Epoch 1961 | loss: 0.0311518 | val_loss: 0.031161 | Time: 8204.58 ms [2022-01-28 20:17:31 main:574] : INFO : Epoch 1962 | loss: 0.0311516 | val_loss: 0.0311647 | Time: 8261.64 ms [2022-01-28 20:17:40 main:574] : INFO : Epoch 1963 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 8221.1 ms [2022-01-28 20:17:48 main:574] : INFO : Epoch 1964 | loss: 0.0311532 | val_loss: 0.0311644 | Time: 8295.8 ms [2022-01-28 20:17:56 main:574] : INFO : Epoch 1965 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 8204.96 ms [2022-01-28 20:18:04 main:574] : INFO : Epoch 1966 | loss: 0.0311578 | val_loss: 0.0311634 | Time: 8287.72 ms [2022-01-28 20:18:13 main:574] : INFO : Epoch 1967 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 8470.43 ms [2022-01-28 20:18:22 main:574] : INFO : Epoch 1968 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 8475.66 ms [2022-01-28 20:18:30 main:574] : INFO : Epoch 1969 | loss: 0.0311546 | val_loss: 0.0311625 | Time: 8304.99 ms [2022-01-28 20:18:38 main:574] : INFO : Epoch 1970 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 8205.73 ms [2022-01-28 20:18:47 main:574] : INFO : Epoch 1971 | loss: 0.0311532 | val_loss: 0.0311643 | Time: 8361.84 ms [2022-01-28 20:18:55 main:574] : INFO : Epoch 1972 | loss: 0.031153 | val_loss: 0.0311649 | Time: 8220.49 ms [2022-01-28 20:19:03 main:574] : INFO : Epoch 1973 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 8232.87 ms [2022-01-28 20:19:11 main:574] : INFO : Epoch 1974 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 8086.76 ms [2022-01-28 20:19:20 main:574] : INFO : Epoch 1975 | loss: 0.0311521 | val_loss: 0.0311625 | Time: 8280.85 ms [2022-01-28 20:19:28 main:574] : INFO : Epoch 1976 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 8268.8 ms [2022-01-28 20:19:37 main:574] : INFO : Epoch 1977 | loss: 0.0311518 | val_loss: 0.0311638 | Time: 8518.88 ms [2022-01-28 20:19:45 main:574] : INFO : Epoch 1978 | loss: 0.0311517 | val_loss: 0.0311648 | Time: 8095.57 ms [2022-01-28 20:19:53 main:574] : INFO : Epoch 1979 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 8231.59 ms [2022-01-28 20:20:01 main:574] : INFO : Epoch 1980 | loss: 0.0311527 | val_loss: 0.0311641 | Time: 8047.2 ms [2022-01-28 20:20:09 main:574] : INFO : Epoch 1981 | loss: 0.0311513 | val_loss: 0.0311622 | Time: 8318.42 ms [2022-01-28 20:20:18 main:574] : INFO : Epoch 1982 | loss: 0.0311532 | val_loss: 0.0311628 | Time: 8470.14 ms [2022-01-28 20:20:26 main:574] : INFO : Epoch 1983 | loss: 0.0311527 | val_loss: 0.0311616 | Time: 8357.67 ms [2022-01-28 20:20:35 main:574] : INFO : Epoch 1984 | loss: 0.0311511 | val_loss: 0.0311621 | Time: 8134.94 ms [2022-01-28 20:20:43 main:574] : INFO : Epoch 1985 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 8330.9 ms [2022-01-28 20:20:51 main:574] : INFO : Epoch 1986 | loss: 0.031152 | val_loss: 0.0311673 | Time: 8235.75 ms [2022-01-28 20:21:00 main:574] : INFO : Epoch 1987 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 8534.4 ms [2022-01-28 20:21:08 main:574] : INFO : Epoch 1988 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 8130.55 ms [2022-01-28 20:21:17 main:574] : INFO : Epoch 1989 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 8355.04 ms [2022-01-28 20:21:25 main:574] : INFO : Epoch 1990 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 8068.39 ms [2022-01-28 20:21:33 main:574] : INFO : Epoch 1991 | loss: 0.031151 | val_loss: 0.0311674 | Time: 8255.09 ms [2022-01-28 20:21:41 main:574] : INFO : Epoch 1992 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 8325.19 ms [2022-01-28 20:21:49 main:574] : INFO : Epoch 1993 | loss: 0.0311495 | val_loss: 0.0311655 | Time: 8055.9 ms [2022-01-28 20:21:58 main:574] : INFO : Epoch 1994 | loss: 0.0311485 | val_loss: 0.0311659 | Time: 8187.82 ms [2022-01-28 20:22:06 main:574] : INFO : Epoch 1995 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 8146.64 ms [2022-01-28 20:22:14 main:574] : INFO : Epoch 1996 | loss: 0.0311484 | val_loss: 0.0311625 | Time: 8128.46 ms [2022-01-28 20:22:22 main:574] : INFO : Epoch 1997 | loss: 0.0311481 | val_loss: 0.0311672 | Time: 8275.67 ms [2022-01-28 20:22:31 main:574] : INFO : Epoch 1998 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 8420.88 ms [2022-01-28 20:22:39 main:574] : INFO : Epoch 1999 | loss: 0.0311532 | val_loss: 0.0311664 | Time: 8365.76 ms [2022-01-28 20:22:48 main:574] : INFO : Epoch 2000 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 8156.54 ms [2022-01-28 20:22:56 main:574] : INFO : Epoch 2001 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 8267.8 ms [2022-01-28 20:23:04 main:574] : INFO : Epoch 2002 | loss: 0.0311482 | val_loss: 0.0311634 | Time: 8143.93 ms [2022-01-28 20:23:12 main:574] : INFO : Epoch 2003 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 8370.35 ms [2022-01-28 20:23:21 main:574] : INFO : Epoch 2004 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 8073.3 ms [2022-01-28 20:23:29 main:574] : INFO : Epoch 2005 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 8530.43 ms [2022-01-28 20:23:38 main:574] : INFO : Epoch 2006 | loss: 0.0311502 | val_loss: 0.0311673 | Time: 8288.16 ms [2022-01-28 20:23:46 main:574] : INFO : Epoch 2007 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 8245.41 ms [2022-01-28 20:23:54 main:574] : INFO : Epoch 2008 | loss: 0.0311524 | val_loss: 0.0311687 | Time: 8264.05 ms [2022-01-28 20:24:02 main:574] : INFO : Epoch 2009 | loss: 0.031157 | val_loss: 0.0311615 | Time: 8158.53 ms [2022-01-28 20:24:11 main:574] : INFO : Epoch 2010 | loss: 0.031155 | val_loss: 0.031164 | Time: 8229.88 ms [2022-01-28 20:24:19 main:574] : INFO : Epoch 2011 | loss: 0.0311534 | val_loss: 0.0311643 | Time: 8223.89 ms [2022-01-28 20:24:27 main:574] : INFO : Epoch 2012 | loss: 0.0311548 | val_loss: 0.0311662 | Time: 8234.9 ms [2022-01-28 20:24:36 main:574] : INFO : Epoch 2013 | loss: 0.0311535 | val_loss: 0.0311689 | Time: 8269.04 ms [2022-01-28 20:24:44 main:574] : INFO : Epoch 2014 | loss: 0.0311523 | val_loss: 0.031165 | Time: 8235.51 ms [2022-01-28 20:24:52 main:574] : INFO : Epoch 2015 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 8099.1 ms [2022-01-28 20:25:00 main:574] : INFO : Epoch 2016 | loss: 0.0311498 | val_loss: 0.0311637 | Time: 8085.88 ms [2022-01-28 20:25:08 main:574] : INFO : Epoch 2017 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 8222.34 ms [2022-01-28 20:25:17 main:574] : INFO : Epoch 2018 | loss: 0.031152 | val_loss: 0.0311683 | Time: 8424.22 ms [2022-01-28 20:25:25 main:574] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 8234.24 ms [2022-01-28 20:25:33 main:574] : INFO : Epoch 2020 | loss: 0.0311552 | val_loss: 0.0311676 | Time: 8160.28 ms [2022-01-28 20:25:42 main:574] : INFO : Epoch 2021 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 8065.71 ms [2022-01-28 20:25:50 main:574] : INFO : Epoch 2022 | loss: 0.031151 | val_loss: 0.0311676 | Time: 8157.57 ms [2022-01-28 20:25:58 main:574] : INFO : Epoch 2023 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 8200.36 ms [2022-01-28 20:26:07 main:574] : INFO : Epoch 2024 | loss: 0.0311528 | val_loss: 0.0311666 | Time: 8238.66 ms [2022-01-28 20:26:15 main:574] : INFO : Epoch 2025 | loss: 0.0311504 | val_loss: 0.0311655 | Time: 8142.92 ms [2022-01-28 20:26:23 main:574] : INFO : Epoch 2026 | loss: 0.0311497 | val_loss: 0.0311663 | Time: 8293.06 ms [2022-01-28 20:26:31 main:574] : INFO : Epoch 2027 | loss: 0.0311518 | val_loss: 0.031164 | Time: 8165.26 ms [2022-01-28 20:26:39 main:574] : INFO : Epoch 2028 | loss: 0.0311521 | val_loss: 0.0311644 | Time: 8140.71 ms [2022-01-28 20:26:48 main:574] : INFO : Epoch 2029 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 8074.32 ms [2022-01-28 20:26:56 main:574] : INFO : Epoch 2030 | loss: 0.03115 | val_loss: 0.0311651 | Time: 8194.41 ms [2022-01-28 20:27:04 main:574] : INFO : Epoch 2031 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 8210.19 ms [2022-01-28 20:27:12 main:574] : INFO : Epoch 2032 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 8190.22 ms [2022-01-28 20:27:21 main:574] : INFO : Epoch 2033 | loss: 0.0311512 | val_loss: 0.031166 | Time: 8211.37 ms [2022-01-28 20:27:29 main:574] : INFO : Epoch 2034 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 8334.31 ms [2022-01-28 20:27:37 main:574] : INFO : Epoch 2035 | loss: 0.0311513 | val_loss: 0.0311629 | Time: 8101.53 ms [2022-01-28 20:27:45 main:574] : INFO : Epoch 2036 | loss: 0.0311516 | val_loss: 0.0311665 | Time: 8242.95 ms [2022-01-28 20:27:54 main:574] : INFO : Epoch 2037 | loss: 0.031152 | val_loss: 0.031173 | Time: 8164.12 ms [2022-01-28 20:28:02 main:574] : INFO : Epoch 2038 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 8218.83 ms [2022-01-28 20:28:10 main:574] : INFO : Epoch 2039 | loss: 0.0311494 | val_loss: 0.031165 | Time: 8272.85 ms [2022-01-28 20:28:19 main:574] : INFO : Epoch 2040 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 8182.86 ms [2022-01-28 20:28:27 main:574] : INFO : Epoch 2041 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 8131.11 ms [2022-01-28 20:28:35 main:574] : INFO : Epoch 2042 | loss: 0.0311476 | val_loss: 0.031171 | Time: 8133.93 ms [2022-01-28 20:28:43 main:574] : INFO : Epoch 2043 | loss: 0.0311495 | val_loss: 0.0311757 | Time: 8260.61 ms [2022-01-28 20:28:52 main:574] : INFO : Epoch 2044 | loss: 0.031151 | val_loss: 0.031167 | Time: 8264.95 ms [2022-01-28 20:29:00 main:574] : INFO : Epoch 2045 | loss: 0.0311488 | val_loss: 0.0311689 | Time: 8144.03 ms [2022-01-28 20:29:08 main:574] : INFO : Epoch 2046 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 8272.47 ms [2022-01-28 20:29:16 main:574] : INFO : Epoch 2047 | loss: 0.0311459 | val_loss: 0.0311681 | Time: 8285.8 ms [2022-01-28 20:29:25 main:574] : INFO : Epoch 2048 | loss: 0.0311461 | val_loss: 0.0311685 | Time: 8380.37 ms [2022-01-28 20:29:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685 [2022-01-28 20:29:25 main:603] : INFO : Saving end state to config to file [2022-01-28 20:29:25 main:608] : INFO : Success, exiting.. 20:29:25 (12324): 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)