Task 14597623
| Name | ParityModified-1647046947-27331-3-0_0 |
| Workunit | 11618576 |
| Created | 11 Apr 2022, 20:51:55 UTC |
| Sent | 11 Apr 2022, 20:52:06 UTC |
| Report deadline | 19 Apr 2022, 20:52:06 UTC |
| Received | 11 Apr 2022, 22:46:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 47 sec |
| CPU time | 1 hours 24 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 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: 0.0311681 | val_loss: 0.0311803 | Time: 2481.49 ms [2022-04-11 18:25:01 main:574] : INFO : Epoch 1543 | loss: 0.0311675 | val_loss: 0.0311818 | Time: 2484.24 ms [2022-04-11 18:25:04 main:574] : INFO : Epoch 1544 | loss: 0.0311669 | val_loss: 0.0311801 | Time: 2478.14 ms [2022-04-11 18:25:06 main:574] : INFO : Epoch 1545 | loss: 0.0311714 | val_loss: 0.0311844 | Time: 2481.31 ms [2022-04-11 18:25:09 main:574] : INFO : Epoch 1546 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 2480.93 ms [2022-04-11 18:25:11 main:574] : INFO : Epoch 1547 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 2483.31 ms [2022-04-11 18:25:14 main:574] : INFO : Epoch 1548 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 2489.49 ms [2022-04-11 18:25:16 main:574] : INFO : Epoch 1549 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 2491.64 ms [2022-04-11 18:25:19 main:574] : INFO : Epoch 1550 | loss: 0.0311679 | val_loss: 0.0311838 | Time: 2484.02 ms [2022-04-11 18:25:21 main:574] : INFO : Epoch 1551 | loss: 0.031167 | val_loss: 0.0311811 | Time: 2480.05 ms [2022-04-11 18:25:24 main:574] : INFO : Epoch 1552 | loss: 0.031166 | val_loss: 0.0311792 | Time: 2480.85 ms [2022-04-11 18:25:27 main:574] : INFO : Epoch 1553 | loss: 0.0311656 | val_loss: 0.031185 | Time: 2486.58 ms [2022-04-11 18:25:29 main:574] : INFO : Epoch 1554 | loss: 0.0311662 | val_loss: 0.0311816 | Time: 2488.75 ms [2022-04-11 18:25:32 main:574] : INFO : Epoch 1555 | loss: 0.0311647 | val_loss: 0.031183 | Time: 2483.75 ms [2022-04-11 18:25:34 main:574] : INFO : Epoch 1556 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 2473.13 ms [2022-04-11 18:25:37 main:574] : INFO : Epoch 1557 | loss: 0.0311658 | val_loss: 0.0311797 | Time: 2487.51 ms [2022-04-11 18:25:39 main:574] : INFO : Epoch 1558 | loss: 0.0311669 | val_loss: 0.0311824 | Time: 2488.04 ms [2022-04-11 18:25:42 main:574] : INFO : Epoch 1559 | loss: 0.0311651 | val_loss: 0.0311821 | Time: 2477.7 ms [2022-04-11 18:25:44 main:574] : INFO : Epoch 1560 | loss: 0.0311643 | val_loss: 0.0311805 | Time: 2482.07 ms [2022-04-11 18:25:47 main:574] : INFO : Epoch 1561 | loss: 0.0311631 | val_loss: 0.0311844 | Time: 2485.47 ms [2022-04-11 18:25:49 main:574] : INFO : Epoch 1562 | loss: 0.0311637 | val_loss: 0.0311841 | Time: 2486.04 ms [2022-04-11 18:25:52 main:574] : INFO : Epoch 1563 | loss: 0.0311659 | val_loss: 0.031181 | Time: 2484.5 ms [2022-04-11 18:25:54 main:574] : INFO : Epoch 1564 | loss: 0.031164 | val_loss: 0.0311841 | Time: 2480.88 ms [2022-04-11 18:25:57 main:574] : INFO : Epoch 1565 | loss: 0.0311668 | val_loss: 0.0311862 | Time: 2483.22 ms [2022-04-11 18:25:59 main:574] : INFO : Epoch 1566 | loss: 0.0311716 | val_loss: 0.0311914 | Time: 2486.52 ms [2022-04-11 18:26:02 main:574] : INFO : Epoch 1567 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 2486.69 ms [2022-04-11 18:26:04 main:574] : INFO : Epoch 1568 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 2480.52 ms [2022-04-11 18:26:07 main:574] : INFO : Epoch 1569 | loss: 0.0311641 | val_loss: 0.0311791 | Time: 2489.25 ms [2022-04-11 18:26:10 main:574] : INFO : Epoch 1570 | loss: 0.0311639 | val_loss: 0.0311869 | Time: 2487.7 ms [2022-04-11 18:26:12 main:574] : INFO : Epoch 1571 | loss: 0.0311653 | val_loss: 0.0311837 | Time: 2473.98 ms [2022-04-11 18:26:15 main:574] : INFO : Epoch 1572 | loss: 0.0311643 | val_loss: 0.0311819 | Time: 2478.02 ms [2022-04-11 18:26:17 main:574] : INFO : Epoch 1573 | loss: 0.0311632 | val_loss: 0.0311804 | Time: 2487.36 ms [2022-04-11 18:26:20 main:574] : INFO : Epoch 1574 | loss: 0.0311633 | val_loss: 0.0311808 | Time: 2481.76 ms [2022-04-11 18:26:22 main:574] : INFO : Epoch 1575 | loss: 0.0311621 | val_loss: 0.0311784 | Time: 2486.4 ms [2022-04-11 18:26:25 main:574] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.0311845 | Time: 2480.25 ms [2022-04-11 18:26:27 main:574] : INFO : Epoch 1577 | loss: 0.0311618 | val_loss: 0.0311788 | Time: 2486.73 ms [2022-04-11 18:26:30 main:574] : INFO : Epoch 1578 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 2478.98 ms [2022-04-11 18:26:32 main:574] : INFO : Epoch 1579 | loss: 0.0311627 | val_loss: 0.0311815 | Time: 2484.64 ms [2022-04-11 18:26:35 main:574] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311818 | Time: 2476.98 ms [2022-04-11 18:26:37 main:574] : INFO : Epoch 1581 | loss: 0.0311648 | val_loss: 0.0311819 | Time: 2486.27 ms [2022-04-11 18:26:40 main:574] : INFO : Epoch 1582 | loss: 0.0311619 | val_loss: 0.031182 | Time: 2483.83 ms [2022-04-11 18:26:42 main:574] : INFO : Epoch 1583 | loss: 0.0311615 | val_loss: 0.0311807 | Time: 2481.36 ms [2022-04-11 18:26:45 main:574] : INFO : Epoch 1584 | loss: 0.0311606 | val_loss: 0.0311828 | Time: 2473.23 ms [2022-04-11 18:26:47 main:574] : INFO : Epoch 1585 | loss: 0.0311609 | val_loss: 0.0311799 | Time: 2487.92 ms [2022-04-11 18:26:50 main:574] : INFO : Epoch 1586 | loss: 0.0311613 | val_loss: 0.0311813 | Time: 2484.64 ms [2022-04-11 18:26:52 main:574] : INFO : Epoch 1587 | loss: 0.0311609 | val_loss: 0.0311804 | Time: 2475.28 ms [2022-04-11 18:26:55 main:574] : INFO : Epoch 1588 | loss: 0.0311613 | val_loss: 0.0311828 | Time: 2479.59 ms [2022-04-11 18:26:57 main:574] : INFO : Epoch 1589 | loss: 0.0311607 | val_loss: 0.0311822 | Time: 2478.87 ms [2022-04-11 18:27:00 main:574] : INFO : Epoch 1590 | loss: 0.0311607 | val_loss: 0.0311814 | Time: 2478.87 ms [2022-04-11 18:27:02 main:574] : INFO : Epoch 1591 | loss: 0.0311611 | val_loss: 0.03118 | Time: 2485.39 ms [2022-04-11 18:27:05 main:574] : INFO : Epoch 1592 | loss: 0.0311628 | val_loss: 0.0311866 | Time: 2478.45 ms [2022-04-11 18:27:07 main:574] : INFO : Epoch 1593 | loss: 0.0311627 | val_loss: 0.0311775 | Time: 2491.51 ms [2022-04-11 18:27:10 main:574] : INFO : Epoch 1594 | loss: 0.0311627 | val_loss: 0.0311816 | Time: 2487.96 ms [2022-04-11 18:27:12 main:574] : INFO : Epoch 1595 | loss: 0.0311631 | val_loss: 0.0311869 | Time: 2475.52 ms [2022-04-11 18:27:15 main:574] : INFO : Epoch 1596 | loss: 0.0311626 | val_loss: 0.0311809 | Time: 2478.95 ms [2022-04-11 18:27:17 main:574] : INFO : Epoch 1597 | loss: 0.0311609 | val_loss: 0.0311802 | Time: 2488.38 ms [2022-04-11 18:27:20 main:574] : INFO : Epoch 1598 | loss: 0.031162 | val_loss: 0.0311799 | Time: 2488.79 ms [2022-04-11 18:27:23 main:574] : INFO : Epoch 1599 | loss: 0.0311672 | val_loss: 0.0311812 | Time: 2482.28 ms [2022-04-11 18:27:25 main:574] : INFO : Epoch 1600 | loss: 0.0311663 | val_loss: 0.0311801 | Time: 2472.74 ms [2022-04-11 18:27:28 main:574] : INFO : Epoch 1601 | loss: 0.0311656 | val_loss: 0.0311817 | Time: 2491.6 ms [2022-04-11 18:27:30 main:574] : INFO : Epoch 1602 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 2487.39 ms [2022-04-11 18:27:33 main:574] : INFO : Epoch 1603 | loss: 0.0311625 | val_loss: 0.0311811 | Time: 2484.21 ms [2022-04-11 18:27:35 main:574] : INFO : Epoch 1604 | loss: 0.0311656 | val_loss: 0.0311821 | Time: 2480.33 ms [2022-04-11 18:27:38 main:574] : INFO : Epoch 1605 | loss: 0.0311686 | val_loss: 0.0311937 | Time: 2485.82 ms [2022-04-11 18:27:40 main:574] : INFO : Epoch 1606 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2477.81 ms [2022-04-11 18:27:43 main:574] : INFO : Epoch 1607 | loss: 0.0311633 | val_loss: 0.031179 | Time: 2476.87 ms [2022-04-11 18:27:45 main:574] : INFO : Epoch 1608 | loss: 0.0311628 | val_loss: 0.0311777 | Time: 2482.5 ms [2022-04-11 18:27:48 main:574] : INFO : Epoch 1609 | loss: 0.0311625 | val_loss: 0.0311809 | Time: 2484.27 ms [2022-04-11 18:27:50 main:574] : INFO : Epoch 1610 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 2479.94 ms [2022-04-11 18:27:53 main:574] : INFO : Epoch 1611 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 2477.42 ms [2022-04-11 18:27:55 main:574] : INFO : Epoch 1612 | loss: 0.0311622 | val_loss: 0.0311811 | Time: 2482.63 ms [2022-04-11 18:27:58 main:574] : INFO : Epoch 1613 | loss: 0.0311616 | val_loss: 0.0311826 | Time: 2490.8 ms [2022-04-11 18:28:00 main:574] : INFO : Epoch 1614 | loss: 0.0311607 | val_loss: 0.0311808 | Time: 2490.19 ms [2022-04-11 18:28:03 main:574] : INFO : Epoch 1615 | loss: 0.0311603 | val_loss: 0.0311803 | Time: 2478.22 ms [2022-04-11 18:28:05 main:574] : INFO : Epoch 1616 | loss: 0.0311632 | val_loss: 0.0311799 | Time: 2474.16 ms [2022-04-11 18:28:08 main:574] : INFO : Epoch 1617 | loss: 0.0311679 | val_loss: 0.0311824 | Time: 2475.5 ms [2022-04-11 18:28:10 main:574] : INFO : Epoch 1618 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 2480.58 ms [2022-04-11 18:28:13 main:574] : INFO : Epoch 1619 | loss: 0.0311642 | val_loss: 0.0311789 | Time: 2486.96 ms [2022-04-11 18:28:15 main:574] : INFO : Epoch 1620 | loss: 0.0311621 | val_loss: 0.0311816 | Time: 2477.84 ms [2022-04-11 18:28:18 main:574] : INFO : Epoch 1621 | loss: 0.031161 | val_loss: 0.0311776 | Time: 2482.34 ms [2022-04-11 18:28:20 main:574] : INFO : Epoch 1622 | loss: 0.0311609 | val_loss: 0.031181 | Time: 2483.97 ms [2022-04-11 18:28:23 main:574] : INFO : Epoch 1623 | loss: 0.0311614 | val_loss: 0.031182 | Time: 2486.1 ms [2022-04-11 18:28:26 main:574] : INFO : Epoch 1624 | loss: 0.0311616 | val_loss: 0.0311776 | Time: 2480.23 ms [2022-04-11 18:28:28 main:574] : INFO : Epoch 1625 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 2485.64 ms [2022-04-11 18:28:31 main:574] : INFO : Epoch 1626 | loss: 0.0311605 | val_loss: 0.0311807 | Time: 2486.77 ms [2022-04-11 18:28:33 main:574] : INFO : Epoch 1627 | loss: 0.0311608 | val_loss: 0.0311783 | Time: 2481.43 ms [2022-04-11 18:28:36 main:574] : INFO : Epoch 1628 | loss: 0.0311609 | val_loss: 0.0311802 | Time: 2479.33 ms [2022-04-11 18:28:38 main:574] : INFO : Epoch 1629 | loss: 0.0311602 | val_loss: 0.0311806 | Time: 2482.33 ms [2022-04-11 18:28:41 main:574] : INFO : Epoch 1630 | loss: 0.0311596 | val_loss: 0.03118 | Time: 2486.72 ms [2022-04-11 18:28:43 main:574] : INFO : Epoch 1631 | loss: 0.0311595 | val_loss: 0.0311807 | Time: 2478.92 ms [2022-04-11 18:28:46 main:574] : INFO : Epoch 1632 | loss: 0.0311595 | val_loss: 0.0311793 | Time: 2483.56 ms [2022-04-11 18:28:48 main:574] : INFO : Epoch 1633 | loss: 0.0311593 | val_loss: 0.0311814 | Time: 2483.96 ms [2022-04-11 18:28:51 main:574] : INFO : Epoch 1634 | loss: 0.0311598 | val_loss: 0.0311801 | Time: 2487.87 ms [2022-04-11 18:28:53 main:574] : INFO : Epoch 1635 | loss: 0.0311603 | val_loss: 0.031178 | Time: 2482.08 ms [2022-04-11 18:28:56 main:574] : INFO : Epoch 1636 | loss: 0.0311604 | val_loss: 0.0311814 | Time: 2478.53 ms [2022-04-11 18:28:58 main:574] : INFO : Epoch 1637 | loss: 0.0311596 | val_loss: 0.031181 | Time: 2478.03 ms [2022-04-11 18:29:01 main:574] : INFO : Epoch 1638 | loss: 0.0311595 | val_loss: 0.0311798 | Time: 2479.72 ms [2022-04-11 18:29:03 main:574] : INFO : Epoch 1639 | loss: 0.0311591 | val_loss: 0.0311821 | Time: 2481.59 ms [2022-04-11 18:29:06 main:574] : INFO : Epoch 1640 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 2481.42 ms [2022-04-11 18:29:08 main:574] : INFO : Epoch 1641 | loss: 0.0311618 | val_loss: 0.0311828 | Time: 2483.71 ms [2022-04-11 18:29:11 main:574] : INFO : Epoch 1642 | loss: 0.0311609 | val_loss: 0.0311828 | Time: 2484.48 ms [2022-04-11 18:29:14 main:574] : INFO : Epoch 1643 | loss: 0.0311596 | val_loss: 0.0311844 | Time: 2482.08 ms [2022-04-11 18:29:16 main:574] : INFO : Epoch 1644 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 2481.76 ms [2022-04-11 18:29:19 main:574] : INFO : Epoch 1645 | loss: 0.0311613 | val_loss: 0.0311796 | Time: 2484.31 ms [2022-04-11 18:29:21 main:574] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.031184 | Time: 2483.16 ms [2022-04-11 18:29:24 main:574] : INFO : Epoch 1647 | loss: 0.0311619 | val_loss: 0.0311788 | Time: 2480.46 ms [2022-04-11 18:29:26 main:574] : INFO : Epoch 1648 | loss: 0.0311609 | val_loss: 0.0311797 | Time: 2479.36 ms [2022-04-11 18:29:29 main:574] : INFO : Epoch 1649 | loss: 0.0311587 | val_loss: 0.0311815 | Time: 2482.19 ms [2022-04-11 18:29:31 main:574] : INFO : Epoch 1650 | loss: 0.0311592 | val_loss: 0.0311794 | Time: 2485.36 ms [2022-04-11 18:29:34 main:574] : INFO : Epoch 1651 | loss: 0.0311598 | val_loss: 0.031178 | Time: 2480.26 ms [2022-04-11 18:29:36 main:574] : INFO : Epoch 1652 | loss: 0.0311587 | val_loss: 0.0311845 | Time: 2475.54 ms [2022-04-11 18:29:39 main:574] : INFO : Epoch 1653 | loss: 0.0311589 | val_loss: 0.0311772 | Time: 2483.14 ms [2022-04-11 18:29:41 main:574] : INFO : Epoch 1654 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 2480.16 ms [2022-04-11 18:29:44 main:574] : INFO : Epoch 1655 | loss: 0.0311736 | val_loss: 0.0311836 | Time: 2483.64 ms [2022-04-11 18:29:46 main:574] : INFO : Epoch 1656 | loss: 0.0311742 | val_loss: 0.0311834 | Time: 2481.95 ms [2022-04-11 18:29:49 main:574] : INFO : Epoch 1657 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 2489.08 ms [2022-04-11 18:29:51 main:574] : INFO : Epoch 1658 | loss: 0.0311746 | val_loss: 0.0311833 | Time: 2480.99 ms [2022-04-11 18:29:54 main:574] : INFO : Epoch 1659 | loss: 0.0311736 | val_loss: 0.031189 | Time: 2485.93 ms [2022-04-11 18:29:56 main:574] : INFO : Epoch 1660 | loss: 0.0311736 | val_loss: 0.031183 | Time: 2485.18 ms [2022-04-11 18:29:59 main:574] : INFO : Epoch 1661 | loss: 0.0311712 | val_loss: 0.0311847 | Time: 2483.83 ms [2022-04-11 18:30:01 main:574] : INFO : Epoch 1662 | loss: 0.0311712 | val_loss: 0.0311826 | Time: 2484.94 ms [2022-04-11 18:30:04 main:574] : INFO : Epoch 1663 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 2484.64 ms [2022-04-11 18:30:06 main:574] : INFO : Epoch 1664 | loss: 0.0311692 | val_loss: 0.0311886 | Time: 2479.04 ms [2022-04-11 18:30:09 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311829 | Time: 2486.24 ms [2022-04-11 18:30:11 main:574] : INFO : Epoch 1666 | loss: 0.0311687 | val_loss: 0.0311845 | Time: 2478.99 ms [2022-04-11 18:30:14 main:574] : INFO : Epoch 1667 | loss: 0.0311675 | val_loss: 0.0311878 | Time: 2486.25 ms [2022-04-11 18:30:16 main:574] : INFO : Epoch 1668 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 2484.15 ms [2022-04-11 18:30:19 main:574] : INFO : Epoch 1669 | loss: 0.0311685 | val_loss: 0.0311829 | Time: 2482.34 ms [2022-04-11 18:30:21 main:574] : INFO : Epoch 1670 | loss: 0.0311671 | val_loss: 0.0311839 | Time: 2481.7 ms [2022-04-11 18:30:24 main:574] : INFO : Epoch 1671 | loss: 0.0311672 | val_loss: 0.031185 | Time: 2485.81 ms [2022-04-11 18:30:27 main:574] : INFO : Epoch 1672 | loss: 0.0311689 | val_loss: 0.0311837 | Time: 2477.83 ms [2022-04-11 18:30:29 main:574] : INFO : Epoch 1673 | loss: 0.031167 | val_loss: 0.0311841 | Time: 2487.92 ms [2022-04-11 18:30:32 main:574] : INFO : Epoch 1674 | loss: 0.0311675 | val_loss: 0.0311878 | Time: 2481.88 ms [2022-04-11 18:30:34 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311824 | Time: 2482.37 ms [2022-04-11 18:30:37 main:574] : INFO : Epoch 1676 | loss: 0.0311669 | val_loss: 0.0311881 | Time: 2477.31 ms [2022-04-11 18:30:39 main:574] : INFO : Epoch 1677 | loss: 0.0311685 | val_loss: 0.0311855 | Time: 2481.35 ms [2022-04-11 18:30:42 main:574] : INFO : Epoch 1678 | loss: 0.031167 | val_loss: 0.0311823 | Time: 2490.03 ms [2022-04-11 18:30:44 main:574] : INFO : Epoch 1679 | loss: 0.031173 | val_loss: 0.0311941 | Time: 2474.95 ms [2022-04-11 18:30:47 main:574] : INFO : Epoch 1680 | loss: 0.0311696 | val_loss: 0.0311834 | Time: 2476.18 ms [2022-04-11 18:30:49 main:574] : INFO : Epoch 1681 | loss: 0.031166 | val_loss: 0.0311812 | Time: 2486.82 ms [2022-04-11 18:30:52 main:574] : INFO : Epoch 1682 | loss: 0.0311655 | val_loss: 0.0311825 | Time: 2486.45 ms [2022-04-11 18:30:54 main:574] : INFO : Epoch 1683 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 2485.73 ms [2022-04-11 18:30:57 main:574] : INFO : Epoch 1684 | loss: 0.0311669 | val_loss: 0.0311826 | Time: 2483.23 ms [2022-04-11 18:30:59 main:574] : INFO : Epoch 1685 | loss: 0.0311641 | val_loss: 0.0311833 | Time: 2485.79 ms [2022-04-11 18:31:02 main:574] : INFO : Epoch 1686 | loss: 0.0311634 | val_loss: 0.0311828 | Time: 2483.16 ms [2022-04-11 18:31:04 main:574] : INFO : Epoch 1687 | loss: 0.0311654 | val_loss: 0.031181 | Time: 2481.31 ms [2022-04-11 18:31:07 main:574] : INFO : Epoch 1688 | loss: 0.0311652 | val_loss: 0.0311832 | Time: 2479.19 ms [2022-04-11 18:31:09 main:574] : INFO : Epoch 1689 | loss: 0.0311661 | val_loss: 0.031184 | Time: 2485.74 ms [2022-04-11 18:31:12 main:574] : INFO : Epoch 1690 | loss: 0.0311652 | val_loss: 0.0311819 | Time: 2481.17 ms [2022-04-11 18:31:14 main:574] : INFO : Epoch 1691 | loss: 0.0311643 | val_loss: 0.0311814 | Time: 2486.5 ms [2022-04-11 18:31:17 main:574] : INFO : Epoch 1692 | loss: 0.0311638 | val_loss: 0.0311847 | Time: 2477.56 ms [2022-04-11 18:31:19 main:574] : INFO : Epoch 1693 | loss: 0.0311634 | val_loss: 0.0311827 | Time: 2483.73 ms [2022-04-11 18:31:22 main:574] : INFO : Epoch 1694 | loss: 0.0311644 | val_loss: 0.0311829 | Time: 2484.46 ms [2022-04-11 18:31:24 main:574] : INFO : Epoch 1695 | loss: 0.031163 | val_loss: 0.0311849 | Time: 2483.46 ms [2022-04-11 18:31:27 main:574] : INFO : Epoch 1696 | loss: 0.0311618 | val_loss: 0.0311824 | Time: 2477.06 ms [2022-04-11 18:31:29 main:574] : INFO : Epoch 1697 | loss: 0.0311622 | val_loss: 0.0311811 | Time: 2483.52 ms [2022-04-11 18:31:32 main:574] : INFO : Epoch 1698 | loss: 0.0311616 | val_loss: 0.0311837 | Time: 2484.22 ms [2022-04-11 18:31:34 main:574] : INFO : Epoch 1699 | loss: 0.0311603 | val_loss: 0.0311828 | Time: 2483.58 ms [2022-04-11 18:31:37 main:574] : INFO : Epoch 1700 | loss: 0.0311634 | val_loss: 0.0311812 | Time: 2482.82 ms [2022-04-11 18:31:40 main:574] : INFO : Epoch 1701 | loss: 0.0311665 | val_loss: 0.031182 | Time: 2488.27 ms [2022-04-11 18:31:42 main:574] : INFO : Epoch 1702 | loss: 0.0311645 | val_loss: 0.0311813 | Time: 2483.57 ms [2022-04-11 18:31:45 main:574] : INFO : Epoch 1703 | loss: 0.0311659 | val_loss: 0.0311841 | Time: 2485.78 ms [2022-04-11 18:31:47 main:574] : INFO : Epoch 1704 | loss: 0.0311642 | val_loss: 0.0311816 | Time: 2481.04 ms [2022-04-11 18:31:50 main:574] : INFO : Epoch 1705 | loss: 0.0311629 | val_loss: 0.0311816 | Time: 2487.41 ms [2022-04-11 18:31:52 main:574] : INFO : Epoch 1706 | loss: 0.031163 | val_loss: 0.0311812 | Time: 2479.96 ms [2022-04-11 18:31:55 main:574] : INFO : Epoch 1707 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 2478.85 ms [2022-04-11 18:31:57 main:574] : INFO : Epoch 1708 | loss: 0.0311616 | val_loss: 0.0311793 | Time: 2482.07 ms [2022-04-11 18:32:00 main:574] : INFO : Epoch 1709 | loss: 0.0311618 | val_loss: 0.0311823 | Time: 2483.76 ms [2022-04-11 18:32:02 main:574] : INFO : Epoch 1710 | loss: 0.0311615 | val_loss: 0.0311848 | Time: 2479.53 ms [2022-04-11 18:32:05 main:574] : INFO : Epoch 1711 | loss: 0.031162 | val_loss: 0.031183 | Time: 2476.97 ms [2022-04-11 18:32:07 main:574] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311787 | Time: 2479.48 ms [2022-04-11 18:32:10 main:574] : INFO : Epoch 1713 | loss: 0.0311623 | val_loss: 0.0311839 | Time: 2487 ms [2022-04-11 18:32:12 main:574] : INFO : Epoch 1714 | loss: 0.0311743 | val_loss: 0.0311845 | Time: 2487.22 ms [2022-04-11 18:32:15 main:574] : INFO : Epoch 1715 | loss: 0.0311752 | val_loss: 0.0311941 | Time: 2481.04 ms [2022-04-11 18:32:17 main:574] : INFO : Epoch 1716 | loss: 0.0311702 | val_loss: 0.0311826 | Time: 2479.63 ms [2022-04-11 18:32:20 main:574] : INFO : Epoch 1717 | loss: 0.0311657 | val_loss: 0.0311816 | Time: 2487.52 ms [2022-04-11 18:32:22 main:574] : INFO : Epoch 1718 | loss: 0.0311647 | val_loss: 0.0311829 | Time: 2482.51 ms [2022-04-11 18:32:25 main:574] : INFO : Epoch 1719 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 2480.9 ms [2022-04-11 18:32:27 main:574] : INFO : Epoch 1720 | loss: 0.0311656 | val_loss: 0.0311865 | Time: 2475.33 ms [2022-04-11 18:32:30 main:574] : INFO : Epoch 1721 | loss: 0.0311624 | val_loss: 0.0311807 | Time: 2488.58 ms [2022-04-11 18:32:32 main:574] : INFO : Epoch 1722 | loss: 0.0311615 | val_loss: 0.031186 | Time: 2483.3 ms [2022-04-11 18:32:35 main:574] : INFO : Epoch 1723 | loss: 0.0311625 | val_loss: 0.0311832 | Time: 2479.96 ms [2022-04-11 18:32:37 main:574] : INFO : Epoch 1724 | loss: 0.031162 | val_loss: 0.0311832 | Time: 2480.21 ms [2022-04-11 18:32:40 main:574] : INFO : Epoch 1725 | loss: 0.0311623 | val_loss: 0.0311803 | Time: 2482.69 ms [2022-04-11 18:32:42 main:574] : INFO : Epoch 1726 | loss: 0.0311607 | val_loss: 0.0311809 | Time: 2482.91 ms [2022-04-11 18:32:45 main:574] : INFO : Epoch 1727 | loss: 0.0311606 | val_loss: 0.031182 | Time: 2480.6 ms [2022-04-11 18:32:47 main:574] : INFO : Epoch 1728 | loss: 0.0311619 | val_loss: 0.0311857 | Time: 2477.71 ms [2022-04-11 18:32:50 main:574] : INFO : Epoch 1729 | loss: 0.031166 | val_loss: 0.0311868 | Time: 2487.05 ms [2022-04-11 18:32:52 main:574] : INFO : Epoch 1730 | loss: 0.0311638 | val_loss: 0.0311851 | Time: 2477.38 ms [2022-04-11 18:32:55 main:574] : INFO : Epoch 1731 | loss: 0.0311614 | val_loss: 0.031185 | Time: 2482.17 ms [2022-04-11 18:32:58 main:574] : INFO : Epoch 1732 | loss: 0.0311621 | val_loss: 0.0311863 | Time: 2481.64 ms [2022-04-11 18:33:00 main:574] : INFO : Epoch 1733 | loss: 0.031164 | val_loss: 0.0311925 | Time: 2483.12 ms [2022-04-11 18:33:03 main:574] : INFO : Epoch 1734 | loss: 0.0311623 | val_loss: 0.031183 | Time: 2482.18 ms [2022-04-11 18:33:05 main:574] : INFO : Epoch 1735 | loss: 0.0311616 | val_loss: 0.0311856 | Time: 2488.15 ms [2022-04-11 18:33:08 main:574] : INFO : Epoch 1736 | loss: 0.0311622 | val_loss: 0.0311859 | Time: 2477.26 ms [2022-04-11 18:33:10 main:574] : INFO : Epoch 1737 | loss: 0.0311623 | val_loss: 0.0311886 | Time: 2486.91 ms [2022-04-11 18:33:13 main:574] : INFO : Epoch 1738 | loss: 0.0311623 | val_loss: 0.0311884 | Time: 2482.16 ms [2022-04-11 18:33:15 main:574] : INFO : Epoch 1739 | loss: 0.0311611 | val_loss: 0.031181 | Time: 2481.01 ms [2022-04-11 18:33:18 main:574] : INFO : Epoch 1740 | loss: 0.031161 | val_loss: 0.0311882 | Time: 2484.59 ms [2022-04-11 18:33:20 main:574] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311829 | Time: 2481.68 ms [2022-04-11 18:33:23 main:574] : INFO : Epoch 1742 | loss: 0.0311602 | val_loss: 0.0311873 | Time: 2483.22 ms [2022-04-11 18:33:25 main:574] : INFO : Epoch 1743 | loss: 0.0311603 | val_loss: 0.0311814 | Time: 2482.73 ms [2022-04-11 18:33:28 main:574] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.03119 | Time: 2480.01 ms [2022-04-11 18:33:30 main:574] : INFO : Epoch 1745 | loss: 0.0311602 | val_loss: 0.0311844 | Time: 2489.96 ms [2022-04-11 18:33:33 main:574] : INFO : Epoch 1746 | loss: 0.0311627 | val_loss: 0.0311844 | Time: 2482.4 ms [2022-04-11 18:33:35 main:574] : INFO : Epoch 1747 | loss: 0.0311602 | val_loss: 0.0311825 | Time: 2486.03 ms [2022-04-11 18:33:38 main:574] : INFO : Epoch 1748 | loss: 0.0311586 | val_loss: 0.0311835 | Time: 2477.8 ms [2022-04-11 18:33:40 main:574] : INFO : Epoch 1749 | loss: 0.0311801 | val_loss: 0.0311905 | Time: 2482.32 ms [2022-04-11 18:33:43 main:574] : INFO : Epoch 1750 | loss: 0.0311857 | val_loss: 0.03119 | Time: 2483.43 ms [2022-04-11 18:33:45 main:574] : INFO : Epoch 1751 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 2477.17 ms [2022-04-11 18:33:48 main:574] : INFO : Epoch 1752 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 2479.76 ms [2022-04-11 18:33:50 main:574] : INFO : Epoch 1753 | loss: 0.0311673 | val_loss: 0.0311814 | Time: 2486.17 ms [2022-04-11 18:33:53 main:574] : INFO : Epoch 1754 | loss: 0.0311649 | val_loss: 0.0311826 | Time: 2481.12 ms [2022-04-11 18:33:56 main:574] : INFO : Epoch 1755 | loss: 0.0311633 | val_loss: 0.0311821 | Time: 2481.27 ms [2022-04-11 18:33:58 main:574] : INFO : Epoch 1756 | loss: 0.0311616 | val_loss: 0.0311819 | Time: 2478.53 ms [2022-04-11 18:34:01 main:574] : INFO : Epoch 1757 | loss: 0.0311608 | val_loss: 0.0311812 | Time: 2487 ms [2022-04-11 18:34:03 main:574] : INFO : Epoch 1758 | loss: 0.0311608 | val_loss: 0.0311822 | Time: 2482.31 ms [2022-04-11 18:34:06 main:574] : INFO : Epoch 1759 | loss: 0.0311601 | val_loss: 0.0311827 | Time: 2486.22 ms [2022-04-11 18:34:08 main:574] : INFO : Epoch 1760 | loss: 0.0311595 | val_loss: 0.0311811 | Time: 2483.35 ms [2022-04-11 18:34:11 main:574] : INFO : Epoch 1761 | loss: 0.0311593 | val_loss: 0.0311845 | Time: 2486.16 ms [2022-04-11 18:34:13 main:574] : INFO : Epoch 1762 | loss: 0.0311602 | val_loss: 0.0311846 | Time: 2485.26 ms [2022-04-11 18:34:16 main:574] : INFO : Epoch 1763 | loss: 0.0311618 | val_loss: 0.031183 | Time: 2482.86 ms [2022-04-11 18:34:18 main:574] : INFO : Epoch 1764 | loss: 0.0311628 | val_loss: 0.0311828 | Time: 2477.37 ms [2022-04-11 18:34:21 main:574] : INFO : Epoch 1765 | loss: 0.031163 | val_loss: 0.0311841 | Time: 2478.05 ms [2022-04-11 18:34:23 main:574] : INFO : Epoch 1766 | loss: 0.0311639 | val_loss: 0.0311846 | Time: 2481.21 ms [2022-04-11 18:34:26 main:574] : INFO : Epoch 1767 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2480.16 ms [2022-04-11 18:34:28 main:574] : INFO : Epoch 1768 | loss: 0.031168 | val_loss: 0.0311839 | Time: 2480.3 ms [2022-04-11 18:34:31 main:574] : INFO : Epoch 1769 | loss: 0.0311651 | val_loss: 0.0311845 | Time: 2489.07 ms [2022-04-11 18:34:33 main:574] : INFO : Epoch 1770 | loss: 0.0311621 | val_loss: 0.0311818 | Time: 2479.64 ms [2022-04-11 18:34:36 main:574] : INFO : Epoch 1771 | loss: 0.0311621 | val_loss: 0.0311826 | Time: 2479.42 ms [2022-04-11 18:34:38 main:574] : INFO : Epoch 1772 | loss: 0.0311615 | val_loss: 0.0311802 | Time: 2481.96 ms [2022-04-11 18:34:41 main:574] : INFO : Epoch 1773 | loss: 0.0311622 | val_loss: 0.0311894 | Time: 2486.89 ms [2022-04-11 18:34:43 main:574] : INFO : Epoch 1774 | loss: 0.0311665 | val_loss: 0.0311943 | Time: 2479.8 ms [2022-04-11 18:34:46 main:574] : INFO : Epoch 1775 | loss: 0.0311724 | val_loss: 0.0311826 | Time: 2484.84 ms [2022-04-11 18:34:48 main:574] : INFO : Epoch 1776 | loss: 0.0311654 | val_loss: 0.0311825 | Time: 2487.58 ms [2022-04-11 18:34:51 main:574] : INFO : Epoch 1777 | loss: 0.0311657 | val_loss: 0.0311851 | Time: 2490.29 ms [2022-04-11 18:34:53 main:574] : INFO : Epoch 1778 | loss: 0.031166 | val_loss: 0.0311849 | Time: 2482.99 ms [2022-04-11 18:34:56 main:574] : INFO : Epoch 1779 | loss: 0.0311632 | val_loss: 0.0311832 | Time: 2489.33 ms [2022-04-11 18:34:58 main:574] : INFO : Epoch 1780 | loss: 0.0311623 | val_loss: 0.0311853 | Time: 2482.12 ms [2022-04-11 18:35:01 main:574] : INFO : Epoch 1781 | loss: 0.0311632 | val_loss: 0.0311858 | Time: 2487.02 ms [2022-04-11 18:35:04 main:574] : INFO : Epoch 1782 | loss: 0.0311607 | val_loss: 0.0311851 | Time: 2482.89 ms [2022-04-11 18:35:06 main:574] : INFO : Epoch 1783 | loss: 0.0311621 | val_loss: 0.0311851 | Time: 2485.15 ms [2022-04-11 18:35:09 main:574] : INFO : Epoch 1784 | loss: 0.031163 | val_loss: 0.0311861 | Time: 2475.36 ms [2022-04-11 18:35:11 main:574] : INFO : Epoch 1785 | loss: 0.0311612 | val_loss: 0.0311836 | Time: 2486.38 ms [2022-04-11 18:35:14 main:574] : INFO : Epoch 1786 | loss: 0.03116 | val_loss: 0.0311841 | Time: 2477.91 ms [2022-04-11 18:35:16 main:574] : INFO : Epoch 1787 | loss: 0.0311593 | val_loss: 0.0311871 | Time: 2489.08 ms [2022-04-11 18:35:19 main:574] : INFO : Epoch 1788 | loss: 0.0311601 | val_loss: 0.0311831 | Time: 2480.84 ms [2022-04-11 18:35:21 main:574] : INFO : Epoch 1789 | loss: 0.0311595 | val_loss: 0.031182 | Time: 2481.31 ms [2022-04-11 18:35:24 main:574] : INFO : Epoch 1790 | loss: 0.0311632 | val_loss: 0.0311846 | Time: 2488.32 ms [2022-04-11 18:35:26 main:574] : INFO : Epoch 1791 | loss: 0.0311603 | val_loss: 0.031184 | Time: 2476.07 ms [2022-04-11 18:35:29 main:574] : INFO : Epoch 1792 | loss: 0.0311588 | val_loss: 0.0311875 | Time: 2482.68 ms [2022-04-11 18:35:31 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0311826 | Time: 2481.23 ms [2022-04-11 18:35:34 main:574] : INFO : Epoch 1794 | loss: 0.0311594 | val_loss: 0.0311903 | Time: 2482.73 ms [2022-04-11 18:35:36 main:574] : INFO : Epoch 1795 | loss: 0.0311613 | val_loss: 0.0311863 | Time: 2480.28 ms [2022-04-11 18:35:39 main:574] : INFO : Epoch 1796 | loss: 0.0311591 | val_loss: 0.0311838 | Time: 2478.8 ms [2022-04-11 18:35:41 main:574] : INFO : Epoch 1797 | loss: 0.0311605 | val_loss: 0.0311902 | Time: 2487.63 ms [2022-04-11 18:35:44 main:574] : INFO : Epoch 1798 | loss: 0.0311601 | val_loss: 0.0311862 | Time: 2485 ms [2022-04-11 18:35:46 main:574] : INFO : Epoch 1799 | loss: 0.0311588 | val_loss: 0.0311834 | Time: 2482.23 ms [2022-04-11 18:35:49 main:574] : INFO : Epoch 1800 | loss: 0.0311578 | val_loss: 0.0311882 | Time: 2472.97 ms [2022-04-11 18:35:51 main:574] : INFO : Epoch 1801 | loss: 0.0311582 | val_loss: 0.031185 | Time: 2484.58 ms [2022-04-11 18:35:54 main:574] : INFO : Epoch 1802 | loss: 0.0311581 | val_loss: 0.0311829 | Time: 2480.14 ms [2022-04-11 18:35:56 main:574] : INFO : Epoch 1803 | loss: 0.0311586 | val_loss: 0.0311819 | Time: 2482.14 ms [2022-04-11 18:35:59 main:574] : INFO : Epoch 1804 | loss: 0.0311572 | val_loss: 0.0311837 | Time: 2479.09 ms [2022-04-11 18:36:01 main:574] : INFO : Epoch 1805 | loss: 0.0311573 | val_loss: 0.031182 | Time: 2488.63 ms [2022-04-11 18:36:04 main:574] : INFO : Epoch 1806 | loss: 0.0311579 | val_loss: 0.0311844 | Time: 2479.9 ms [2022-04-11 18:36:06 main:574] : INFO : Epoch 1807 | loss: 0.031157 | val_loss: 0.0311855 | Time: 2477.64 ms [2022-04-11 18:36:09 main:574] : INFO : Epoch 1808 | loss: 0.0311566 | val_loss: 0.0311824 | Time: 2479.21 ms [2022-04-11 18:36:12 main:574] : INFO : Epoch 1809 | loss: 0.0311574 | val_loss: 0.0311837 | Time: 2482.92 ms [2022-04-11 18:36:14 main:574] : INFO : Epoch 1810 | loss: 0.0311569 | val_loss: 0.0311827 | Time: 2481.52 ms [2022-04-11 18:36:17 main:574] : INFO : Epoch 1811 | loss: 0.0311691 | val_loss: 0.0311828 | Time: 2478.66 ms [2022-04-11 18:36:19 main:574] : INFO : Epoch 1812 | loss: 0.031172 | val_loss: 0.0311828 | Time: 2478.57 ms [2022-04-11 18:36:22 main:574] : INFO : Epoch 1813 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 2480.57 ms [2022-04-11 18:36:24 main:574] : INFO : Epoch 1814 | loss: 0.0311679 | val_loss: 0.0311801 | Time: 2486.53 ms [2022-04-11 18:36:27 main:574] : INFO : Epoch 1815 | loss: 0.0311663 | val_loss: 0.0311831 | Time: 2484.1 ms [2022-04-11 18:36:29 main:574] : INFO : Epoch 1816 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 2482.09 ms [2022-04-11 18:36:32 main:574] : INFO : Epoch 1817 | loss: 0.0311639 | val_loss: 0.031179 | Time: 2488.81 ms [2022-04-11 18:36:34 main:574] : INFO : Epoch 1818 | loss: 0.0311636 | val_loss: 0.0311806 | Time: 2490.91 ms [2022-04-11 18:36:37 main:574] : INFO : Epoch 1819 | loss: 0.0311636 | val_loss: 0.031183 | Time: 2484.41 ms [2022-04-11 18:36:39 main:574] : INFO : Epoch 1820 | loss: 0.0311705 | val_loss: 0.0311903 | Time: 2482.54 ms [2022-04-11 18:36:42 main:574] : INFO : Epoch 1821 | loss: 0.0311771 | val_loss: 0.0312098 | Time: 2487.02 ms [2022-04-11 18:36:44 main:574] : INFO : Epoch 1822 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 2483.29 ms [2022-04-11 18:36:47 main:574] : INFO : Epoch 1823 | loss: 0.0311769 | val_loss: 0.0311912 | Time: 2481.12 ms [2022-04-11 18:36:49 main:574] : INFO : Epoch 1824 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 2477.98 ms [2022-04-11 18:36:52 main:574] : INFO : Epoch 1825 | loss: 0.0311732 | val_loss: 0.0311909 | Time: 2485.26 ms [2022-04-11 18:36:54 main:574] : INFO : Epoch 1826 | loss: 0.0311728 | val_loss: 0.0311904 | Time: 2481.7 ms [2022-04-11 18:36:57 main:574] : INFO : Epoch 1827 | loss: 0.0311712 | val_loss: 0.0311876 | Time: 2476.88 ms [2022-04-11 18:36:59 main:574] : INFO : Epoch 1828 | loss: 0.0311687 | val_loss: 0.0311868 | Time: 2483.08 ms [2022-04-11 18:37:02 main:574] : INFO : Epoch 1829 | loss: 0.0311681 | val_loss: 0.0311851 | Time: 2494.94 ms [2022-04-11 18:37:04 main:574] : INFO : Epoch 1830 | loss: 0.0311674 | val_loss: 0.0311873 | Time: 2482.66 ms [2022-04-11 18:37:07 main:574] : INFO : Epoch 1831 | loss: 0.0311667 | val_loss: 0.0311866 | Time: 2487.76 ms [2022-04-11 18:37:09 main:574] : INFO : Epoch 1832 | loss: 0.0311657 | val_loss: 0.031185 | Time: 2474.48 ms [2022-04-11 18:37:12 main:574] : INFO : Epoch 1833 | loss: 0.0311658 | val_loss: 0.0311908 | Time: 2484.97 ms [2022-04-11 18:37:14 main:574] : INFO : Epoch 1834 | loss: 0.0311657 | val_loss: 0.0311863 | Time: 2483.31 ms [2022-04-11 18:37:17 main:574] : INFO : Epoch 1835 | loss: 0.0311644 | val_loss: 0.031183 | Time: 2486.37 ms [2022-04-11 18:37:19 main:574] : INFO : Epoch 1836 | loss: 0.0311641 | val_loss: 0.031186 | Time: 2477.01 ms [2022-04-11 18:37:22 main:574] : INFO : Epoch 1837 | loss: 0.0311639 | val_loss: 0.0311873 | Time: 2487.08 ms [2022-04-11 18:37:25 main:574] : INFO : Epoch 1838 | loss: 0.0311638 | val_loss: 0.0311871 | Time: 2481.54 ms [2022-04-11 18:37:27 main:574] : INFO : Epoch 1839 | loss: 0.0311631 | val_loss: 0.0311858 | Time: 2483.38 ms [2022-04-11 18:37:30 main:574] : INFO : Epoch 1840 | loss: 0.0311633 | val_loss: 0.031186 | Time: 2479.14 ms [2022-04-11 18:37:32 main:574] : INFO : Epoch 1841 | loss: 0.0311641 | val_loss: 0.031191 | Time: 2488.72 ms [2022-04-11 18:37:35 main:574] : INFO : Epoch 1842 | loss: 0.0311633 | val_loss: 0.0311855 | Time: 2475.82 ms [2022-04-11 18:37:37 main:574] : INFO : Epoch 1843 | loss: 0.0311624 | val_loss: 0.0311855 | Time: 2483.57 ms [2022-04-11 18:37:40 main:574] : INFO : Epoch 1844 | loss: 0.0311626 | val_loss: 0.0311872 | Time: 2479.4 ms [2022-04-11 18:37:42 main:574] : INFO : Epoch 1845 | loss: 0.031163 | val_loss: 0.0311875 | Time: 2485.47 ms [2022-04-11 18:37:45 main:574] : INFO : Epoch 1846 | loss: 0.0311627 | val_loss: 0.03119 | Time: 2478.05 ms [2022-04-11 18:37:47 main:574] : INFO : Epoch 1847 | loss: 0.0311619 | val_loss: 0.0311853 | Time: 2486.52 ms [2022-04-11 18:37:50 main:574] : INFO : Epoch 1848 | loss: 0.0311614 | val_loss: 0.0311857 | Time: 2479.35 ms [2022-04-11 18:37:52 main:574] : INFO : Epoch 1849 | loss: 0.0311627 | val_loss: 0.0311882 | Time: 2486.17 ms [2022-04-11 18:37:55 main:574] : INFO : Epoch 1850 | loss: 0.0311652 | val_loss: 0.0311908 | Time: 2479.33 ms [2022-04-11 18:37:57 main:574] : INFO : Epoch 1851 | loss: 0.0311678 | val_loss: 0.0311928 | Time: 2484.19 ms [2022-04-11 18:38:00 main:574] : INFO : Epoch 1852 | loss: 0.0311695 | val_loss: 0.0311902 | Time: 2485.48 ms [2022-04-11 18:38:02 main:574] : INFO : Epoch 1853 | loss: 0.0311659 | val_loss: 0.0311943 | Time: 2483.91 ms [2022-04-11 18:38:05 main:574] : INFO : Epoch 1854 | loss: 0.0311646 | val_loss: 0.0311893 | Time: 2480.49 ms [2022-04-11 18:38:07 main:574] : INFO : Epoch 1855 | loss: 0.0311632 | val_loss: 0.0311895 | Time: 2482.2 ms [2022-04-11 18:38:10 main:574] : INFO : Epoch 1856 | loss: 0.0311631 | val_loss: 0.0311847 | Time: 2479.2 ms [2022-04-11 18:38:12 main:574] : INFO : Epoch 1857 | loss: 0.031162 | val_loss: 0.0311825 | Time: 2488.6 ms [2022-04-11 18:38:15 main:574] : INFO : Epoch 1858 | loss: 0.0311614 | val_loss: 0.0311835 | Time: 2484.17 ms [2022-04-11 18:38:17 main:574] : INFO : Epoch 1859 | loss: 0.0311607 | val_loss: 0.0311829 | Time: 2491.44 ms [2022-04-11 18:38:20 main:574] : INFO : Epoch 1860 | loss: 0.0311604 | val_loss: 0.0311858 | Time: 2482.46 ms [2022-04-11 18:38:23 main:574] : INFO : Epoch 1861 | loss: 0.031161 | val_loss: 0.0311845 | Time: 2485.97 ms [2022-04-11 18:38:25 main:574] : INFO : Epoch 1862 | loss: 0.0311606 | val_loss: 0.0311828 | Time: 2486.44 ms [2022-04-11 18:38:28 main:574] : INFO : Epoch 1863 | loss: 0.0311602 | val_loss: 0.0311831 | Time: 2482.63 ms [2022-04-11 18:38:30 main:574] : INFO : Epoch 1864 | loss: 0.0311605 | val_loss: 0.0311855 | Time: 2477.2 ms [2022-04-11 18:38:33 main:574] : INFO : Epoch 1865 | loss: 0.0311595 | val_loss: 0.031184 | Time: 2486.45 ms [2022-04-11 18:38:35 main:574] : INFO : Epoch 1866 | loss: 0.0311593 | val_loss: 0.0311829 | Time: 2481.36 ms [2022-04-11 18:38:38 main:574] : INFO : Epoch 1867 | loss: 0.0311591 | val_loss: 0.031187 | Time: 2480.87 ms [2022-04-11 18:38:40 main:574] : INFO : Epoch 1868 | loss: 0.0311591 | val_loss: 0.0311855 | Time: 2481.96 ms [2022-04-11 18:38:43 main:574] : INFO : Epoch 1869 | loss: 0.0311605 | val_loss: 0.0311864 | Time: 2476.3 ms [2022-04-11 18:38:45 main:574] : INFO : Epoch 1870 | loss: 0.0311593 | val_loss: 0.0311854 | Time: 2484.34 ms [2022-04-11 18:38:48 main:574] : INFO : Epoch 1871 | loss: 0.0311585 | val_loss: 0.0311878 | Time: 2482.78 ms [2022-04-11 18:38:50 main:574] : INFO : Epoch 1872 | loss: 0.0311588 | val_loss: 0.0311856 | Time: 2484.54 ms [2022-04-11 18:38:53 main:574] : INFO : Epoch 1873 | loss: 0.0311588 | val_loss: 0.0311832 | Time: 2483.94 ms [2022-04-11 18:38:55 main:574] : INFO : Epoch 1874 | loss: 0.0311578 | val_loss: 0.0311876 | Time: 2484.82 ms [2022-04-11 18:38:58 main:574] : INFO : Epoch 1875 | loss: 0.0311581 | val_loss: 0.0311862 | Time: 2484.68 ms [2022-04-11 18:39:00 main:574] : INFO : Epoch 1876 | loss: 0.0311583 | val_loss: 0.0311862 | Time: 2480.91 ms [2022-04-11 18:39:03 main:574] : INFO : Epoch 1877 | loss: 0.0311607 | val_loss: 0.0311847 | Time: 2484.63 ms [2022-04-11 18:39:05 main:574] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.0311916 | Time: 2476.14 ms [2022-04-11 18:39:08 main:574] : INFO : Epoch 1879 | loss: 0.0311588 | val_loss: 0.0311839 | Time: 2482.08 ms [2022-04-11 18:39:10 main:574] : INFO : Epoch 1880 | loss: 0.0311586 | val_loss: 0.0311858 | Time: 2480.53 ms [2022-04-11 18:39:13 main:574] : INFO : Epoch 1881 | loss: 0.0311572 | val_loss: 0.0311877 | Time: 2483.5 ms [2022-04-11 18:39:15 main:574] : INFO : Epoch 1882 | loss: 0.0311595 | val_loss: 0.0311877 | Time: 2477.7 ms [2022-04-11 18:39:18 main:574] : INFO : Epoch 1883 | loss: 0.0311582 | val_loss: 0.0311878 | Time: 2483.5 ms [2022-04-11 18:39:20 main:574] : INFO : Epoch 1884 | loss: 0.031157 | val_loss: 0.0311898 | Time: 2480.44 ms [2022-04-11 18:39:23 main:574] : INFO : Epoch 1885 | loss: 0.0311577 | val_loss: 0.0311821 | Time: 2488.58 ms [2022-04-11 18:39:26 main:574] : INFO : Epoch 1886 | loss: 0.0311587 | val_loss: 0.0311858 | Time: 2480.68 ms [2022-04-11 18:39:28 main:574] : INFO : Epoch 1887 | loss: 0.0311577 | val_loss: 0.031187 | Time: 2479.97 ms [2022-04-11 18:39:31 main:574] : INFO : Epoch 1888 | loss: 0.0311604 | val_loss: 0.031189 | Time: 2481.8 ms [2022-04-11 18:39:33 main:574] : INFO : Epoch 1889 | loss: 0.031162 | val_loss: 0.0311899 | Time: 2486.9 ms [2022-04-11 18:39:36 main:574] : INFO : Epoch 1890 | loss: 0.0311594 | val_loss: 0.0311882 | Time: 2475.96 ms [2022-04-11 18:39:38 main:574] : INFO : Epoch 1891 | loss: 0.0311567 | val_loss: 0.0311875 | Time: 2480 ms [2022-04-11 18:39:41 main:574] : INFO : Epoch 1892 | loss: 0.0311576 | val_loss: 0.0311877 | Time: 2477.61 ms [2022-04-11 18:39:43 main:574] : INFO : Epoch 1893 | loss: 0.0311599 | val_loss: 0.0311876 | Time: 2481.32 ms [2022-04-11 18:39:46 main:574] : INFO : Epoch 1894 | loss: 0.0311583 | val_loss: 0.0311837 | Time: 2485.83 ms [2022-04-11 18:39:48 main:574] : INFO : Epoch 1895 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 2482.16 ms [2022-04-11 18:39:51 main:574] : INFO : Epoch 1896 | loss: 0.031158 | val_loss: 0.0311859 | Time: 2475.26 ms [2022-04-11 18:39:53 main:574] : INFO : Epoch 1897 | loss: 0.0311593 | val_loss: 0.0311869 | Time: 2487.52 ms [2022-04-11 18:39:56 main:574] : INFO : Epoch 1898 | loss: 0.03116 | val_loss: 0.0311856 | Time: 2475.91 ms [2022-04-11 18:39:58 main:574] : INFO : Epoch 1899 | loss: 0.0311618 | val_loss: 0.0311882 | Time: 2484.82 ms [2022-04-11 18:40:01 main:574] : INFO : Epoch 1900 | loss: 0.0311611 | val_loss: 0.0311981 | Time: 2478.34 ms [2022-04-11 18:40:03 main:574] : INFO : Epoch 1901 | loss: 0.0311599 | val_loss: 0.0311868 | Time: 2484.38 ms [2022-04-11 18:40:06 main:574] : INFO : Epoch 1902 | loss: 0.0311573 | val_loss: 0.0311858 | Time: 2485.6 ms [2022-04-11 18:40:08 main:574] : INFO : Epoch 1903 | loss: 0.0311569 | val_loss: 0.0311866 | Time: 2479.76 ms [2022-04-11 18:40:11 main:574] : INFO : Epoch 1904 | loss: 0.0311567 | val_loss: 0.0311902 | Time: 2478.29 ms [2022-04-11 18:40:13 main:574] : INFO : Epoch 1905 | loss: 0.0311571 | val_loss: 0.0311844 | Time: 2488.04 ms [2022-04-11 18:40:16 main:574] : INFO : Epoch 1906 | loss: 0.0311579 | val_loss: 0.031191 | Time: 2486.81 ms [2022-04-11 18:40:18 main:574] : INFO : Epoch 1907 | loss: 0.0311593 | val_loss: 0.0311854 | Time: 2479.12 ms [2022-04-11 18:40:21 main:574] : INFO : Epoch 1908 | loss: 0.0311581 | val_loss: 0.0311871 | Time: 2479.24 ms [2022-04-11 18:40:23 main:574] : INFO : Epoch 1909 | loss: 0.0311576 | val_loss: 0.0311842 | Time: 2489.17 ms [2022-04-11 18:40:26 main:574] : INFO : Epoch 1910 | loss: 0.0311575 | val_loss: 0.0311858 | Time: 2481.88 ms [2022-04-11 18:40:28 main:574] : INFO : Epoch 1911 | loss: 0.0311565 | val_loss: 0.031185 | Time: 2476.95 ms [2022-04-11 18:40:31 main:574] : INFO : Epoch 1912 | loss: 0.0311556 | val_loss: 0.0311905 | Time: 2478.26 ms [2022-04-11 18:40:33 main:574] : INFO : Epoch 1913 | loss: 0.0311555 | val_loss: 0.0311831 | Time: 2482.67 ms [2022-04-11 18:40:36 main:574] : INFO : Epoch 1914 | loss: 0.0311584 | val_loss: 0.0311879 | Time: 2480.67 ms [2022-04-11 18:40:39 main:574] : INFO : Epoch 1915 | loss: 0.0311598 | val_loss: 0.0311884 | Time: 2485.76 ms [2022-04-11 18:40:41 main:574] : INFO : Epoch 1916 | loss: 0.0311591 | val_loss: 0.0311853 | Time: 2480.86 ms [2022-04-11 18:40:44 main:574] : INFO : Epoch 1917 | loss: 0.0311577 | val_loss: 0.0311903 | Time: 2488.11 ms [2022-04-11 18:40:46 main:574] : INFO : Epoch 1918 | loss: 0.0311593 | val_loss: 0.0311832 | Time: 2485.58 ms [2022-04-11 18:40:49 main:574] : INFO : Epoch 1919 | loss: 0.0311576 | val_loss: 0.0311849 | Time: 2488.78 ms [2022-04-11 18:40:51 main:574] : INFO : Epoch 1920 | loss: 0.0311561 | val_loss: 0.0311865 | Time: 2484.57 ms [2022-04-11 18:40:54 main:574] : INFO : Epoch 1921 | loss: 0.0311546 | val_loss: 0.0311862 | Time: 2489.29 ms [2022-04-11 18:40:56 main:574] : INFO : Epoch 1922 | loss: 0.0311566 | val_loss: 0.0311856 | Time: 2479.54 ms [2022-04-11 18:40:59 main:574] : INFO : Epoch 1923 | loss: 0.0311563 | val_loss: 0.0311887 | Time: 2480.7 ms [2022-04-11 18:41:01 main:574] : INFO : Epoch 1924 | loss: 0.0311571 | val_loss: 0.0311829 | Time: 2483.28 ms [2022-04-11 18:41:04 main:574] : INFO : Epoch 1925 | loss: 0.0311578 | val_loss: 0.0311861 | Time: 2483.55 ms [2022-04-11 18:41:06 main:574] : INFO : Epoch 1926 | loss: 0.0311563 | val_loss: 0.0311833 | Time: 2481.94 ms [2022-04-11 18:41:09 main:574] : INFO : Epoch 1927 | loss: 0.0311557 | val_loss: 0.0311855 | Time: 2481.25 ms [2022-04-11 18:41:12 main:574] : INFO : Epoch 1928 | loss: 0.0311551 | val_loss: 0.0311842 | Time: 2484.44 ms [2022-04-11 18:41:14 main:574] : INFO : Epoch 1929 | loss: 0.0311565 | val_loss: 0.0311867 | Time: 2492.77 ms [2022-04-11 18:41:17 main:574] : INFO : Epoch 1930 | loss: 0.0311565 | val_loss: 0.031189 | Time: 2483.45 ms [2022-04-11 18:41:19 main:574] : INFO : Epoch 1931 | loss: 0.0311549 | val_loss: 0.031183 | Time: 2484.41 ms [2022-04-11 18:41:22 main:574] : INFO : Epoch 1932 | loss: 0.0311548 | val_loss: 0.0311838 | Time: 2481.41 ms [2022-04-11 18:41:25 main:574] : INFO : Epoch 1933 | loss: 0.0311553 | val_loss: 0.0311857 | Time: 2496.63 ms [2022-04-11 18:41:28 main:574] : INFO : Epoch 1934 | loss: 0.0311569 | val_loss: 0.0311872 | Time: 2490.35 ms [2022-04-11 18:41:30 main:574] : INFO : Epoch 1935 | loss: 0.0311577 | val_loss: 0.0311879 | Time: 2488.21 ms [2022-04-11 18:41:33 main:574] : INFO : Epoch 1936 | loss: 0.0311581 | val_loss: 0.031183 | Time: 2483.13 ms [2022-04-11 18:41:36 main:574] : INFO : Epoch 1937 | loss: 0.0311597 | val_loss: 0.0311891 | Time: 2495.45 ms [2022-04-11 18:41:39 main:574] : INFO : Epoch 1938 | loss: 0.0311708 | val_loss: 0.0311912 | Time: 2492.56 ms [2022-04-11 18:41:42 main:574] : INFO : Epoch 1939 | loss: 0.031186 | val_loss: 0.0312123 | Time: 2487.72 ms [2022-04-11 18:41:45 main:574] : INFO : Epoch 1940 | loss: 0.0312056 | val_loss: 0.0312117 | Time: 2489.2 ms [2022-04-11 18:41:47 main:574] : INFO : Epoch 1941 | loss: 0.0312038 | val_loss: 0.0311984 | Time: 2499.55 ms [2022-04-11 18:41:50 main:574] : INFO : Epoch 1942 | loss: 0.031165 | val_loss: 0.0311892 | Time: 2485.8 ms [2022-04-11 18:41:53 main:574] : INFO : Epoch 1943 | loss: 0.0311594 | val_loss: 0.0311899 | Time: 2488.67 ms [2022-04-11 18:41:56 main:574] : INFO : Epoch 1944 | loss: 0.0311588 | val_loss: 0.0311873 | Time: 2485.81 ms [2022-04-11 18:41:59 main:574] : INFO : Epoch 1945 | loss: 0.0311569 | val_loss: 0.0311845 | Time: 2493.16 ms [2022-04-11 18:42:02 main:574] : INFO : Epoch 1946 | loss: 0.0311562 | val_loss: 0.0311845 | Time: 2483.15 ms [2022-04-11 18:42:06 main:574] : INFO : Epoch 1947 | loss: 0.0311563 | val_loss: 0.0311828 | Time: 2485.92 ms [2022-04-11 18:42:08 main:574] : INFO : Epoch 1948 | loss: 0.0311573 | val_loss: 0.0311866 | Time: 2494.55 ms [2022-04-11 18:42:11 main:574] : INFO : Epoch 1949 | loss: 0.031156 | val_loss: 0.0311833 | Time: 2494.95 ms [2022-04-11 18:42:13 main:574] : INFO : Epoch 1950 | loss: 0.0311554 | val_loss: 0.0311846 | Time: 2499.32 ms [2022-04-11 18:42:16 main:574] : INFO : Epoch 1951 | loss: 0.0311544 | val_loss: 0.0311839 | Time: 2495.58 ms [2022-04-11 18:42:19 main:574] : INFO : Epoch 1952 | loss: 0.0311559 | val_loss: 0.0311853 | Time: 2495.06 ms [2022-04-11 18:42:21 main:574] : INFO : Epoch 1953 | loss: 0.0311545 | val_loss: 0.0311827 | Time: 2494.42 ms [2022-04-11 18:42:24 main:574] : INFO : Epoch 1954 | loss: 0.0311567 | val_loss: 0.0311863 | Time: 2497.48 ms [2022-04-11 18:42:27 main:574] : INFO : Epoch 1955 | loss: 0.0311583 | val_loss: 0.0311868 | Time: 2503.13 ms [2022-04-11 18:42:30 main:574] : INFO : Epoch 1956 | loss: 0.0311562 | val_loss: 0.0311892 | Time: 2488.86 ms [2022-04-11 18:42:33 main:574] : INFO : Epoch 1957 | loss: 0.0311556 | val_loss: 0.031188 | Time: 2493.94 ms [2022-04-11 18:42:35 main:574] : INFO : Epoch 1958 | loss: 0.0311551 | val_loss: 0.0311868 | Time: 2489.95 ms [2022-04-11 18:42:38 main:574] : INFO : Epoch 1959 | loss: 0.0311554 | val_loss: 0.0311949 | Time: 2493.21 ms [2022-04-11 18:42:41 main:574] : INFO : Epoch 1960 | loss: 0.0311559 | val_loss: 0.0311845 | Time: 2494.73 ms [2022-04-11 18:42:44 main:574] : INFO : Epoch 1961 | loss: 0.0311595 | val_loss: 0.0311854 | Time: 2501.09 ms [2022-04-11 18:42:47 main:574] : INFO : Epoch 1962 | loss: 0.0311604 | val_loss: 0.0311867 | Time: 2495.43 ms [2022-04-11 18:42:49 main:574] : INFO : Epoch 1963 | loss: 0.0311599 | val_loss: 0.0311868 | Time: 2501.56 ms [2022-04-11 18:42:52 main:574] : INFO : Epoch 1964 | loss: 0.0311573 | val_loss: 0.031181 | Time: 2494.58 ms [2022-04-11 18:42:55 main:574] : INFO : Epoch 1965 | loss: 0.0311583 | val_loss: 0.0311852 | Time: 2495.12 ms [2022-04-11 18:42:58 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.0311835 | Time: 2494.33 ms [2022-04-11 18:43:00 main:574] : INFO : Epoch 1967 | loss: 0.0311574 | val_loss: 0.0311911 | Time: 2499.13 ms [2022-04-11 18:43:03 main:574] : INFO : Epoch 1968 | loss: 0.0311601 | val_loss: 0.0311839 | Time: 2493.88 ms [2022-04-11 18:43:06 main:574] : INFO : Epoch 1969 | loss: 0.0311636 | val_loss: 0.0311834 | Time: 2500.35 ms [2022-04-11 18:43:08 main:574] : INFO : Epoch 1970 | loss: 0.0311652 | val_loss: 0.0311844 | Time: 2500.83 ms [2022-04-11 18:43:11 main:574] : INFO : Epoch 1971 | loss: 0.0311667 | val_loss: 0.0311912 | Time: 2497.91 ms [2022-04-11 18:43:14 main:574] : INFO : Epoch 1972 | loss: 0.031166 | val_loss: 0.0311855 | Time: 2493.51 ms [2022-04-11 18:43:16 main:574] : INFO : Epoch 1973 | loss: 0.0311622 | val_loss: 0.0311827 | Time: 2498.47 ms [2022-04-11 18:43:19 main:574] : INFO : Epoch 1974 | loss: 0.0311614 | val_loss: 0.0311834 | Time: 2493.16 ms [2022-04-11 18:43:21 main:574] : INFO : Epoch 1975 | loss: 0.0311631 | val_loss: 0.0311833 | Time: 2497.79 ms [2022-04-11 18:43:24 main:574] : INFO : Epoch 1976 | loss: 0.0311631 | val_loss: 0.0311798 | Time: 2493.71 ms [2022-04-11 18:43:26 main:574] : INFO : Epoch 1977 | loss: 0.0311607 | val_loss: 0.0311827 | Time: 2499.95 ms [2022-04-11 18:43:29 main:574] : INFO : Epoch 1978 | loss: 0.0311602 | val_loss: 0.0311807 | Time: 2495.21 ms [2022-04-11 18:43:32 main:574] : INFO : Epoch 1979 | loss: 0.0311659 | val_loss: 0.0311911 | Time: 2497.64 ms [2022-04-11 18:43:34 main:574] : INFO : Epoch 1980 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 2487.37 ms [2022-04-11 18:43:37 main:574] : INFO : Epoch 1981 | loss: 0.0311728 | val_loss: 0.0311863 | Time: 2503.64 ms [2022-04-11 18:43:40 main:574] : INFO : Epoch 1982 | loss: 0.0311761 | val_loss: 0.031187 | Time: 2490.45 ms [2022-04-11 18:43:43 main:574] : INFO : Epoch 1983 | loss: 0.031181 | val_loss: 0.0311893 | Time: 2509.35 ms [2022-04-11 18:43:46 main:574] : INFO : Epoch 1984 | loss: 0.0311817 | val_loss: 0.0311902 | Time: 2490.03 ms [2022-04-11 18:43:49 main:574] : INFO : Epoch 1985 | loss: 0.03118 | val_loss: 0.0311871 | Time: 2491.9 ms [2022-04-11 18:43:52 main:574] : INFO : Epoch 1986 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 2515.34 ms [2022-04-11 18:43:54 main:574] : INFO : Epoch 1987 | loss: 0.0311751 | val_loss: 0.031187 | Time: 2499.39 ms [2022-04-11 18:43:57 main:574] : INFO : Epoch 1988 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 2489.55 ms [2022-04-11 18:44:00 main:574] : INFO : Epoch 1989 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 2500.27 ms [2022-04-11 18:44:03 main:574] : INFO : Epoch 1990 | loss: 0.0311725 | val_loss: 0.0311888 | Time: 2493.69 ms [2022-04-11 18:44:06 main:574] : INFO : Epoch 1991 | loss: 0.0311795 | val_loss: 0.0311896 | Time: 2501.74 ms [2022-04-11 18:44:08 main:574] : INFO : Epoch 1992 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 2495.7 ms [2022-04-11 18:44:11 main:574] : INFO : Epoch 1993 | loss: 0.0311764 | val_loss: 0.0311872 | Time: 2500.95 ms [2022-04-11 18:44:14 main:574] : INFO : Epoch 1994 | loss: 0.0311828 | val_loss: 0.031193 | Time: 2491.82 ms [2022-04-11 18:44:16 main:574] : INFO : Epoch 1995 | loss: 0.0311849 | val_loss: 0.0311945 | Time: 2498.43 ms [2022-04-11 18:44:19 main:574] : INFO : Epoch 1996 | loss: 0.0311842 | val_loss: 0.0311914 | Time: 2492.86 ms [2022-04-11 18:44:21 main:574] : INFO : Epoch 1997 | loss: 0.0311815 | val_loss: 0.031191 | Time: 2500.09 ms [2022-04-11 18:44:24 main:574] : INFO : Epoch 1998 | loss: 0.0311813 | val_loss: 0.0311926 | Time: 2494.7 ms [2022-04-11 18:44:27 main:574] : INFO : Epoch 1999 | loss: 0.0311786 | val_loss: 0.0311878 | Time: 2494.43 ms [2022-04-11 18:44:29 main:574] : INFO : Epoch 2000 | loss: 0.0311768 | val_loss: 0.0311855 | Time: 2500.39 ms [2022-04-11 18:44:32 main:574] : INFO : Epoch 2001 | loss: 0.0311744 | val_loss: 0.0311894 | Time: 2492.03 ms [2022-04-11 18:44:34 main:574] : INFO : Epoch 2002 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 2501.51 ms [2022-04-11 18:44:37 main:574] : INFO : Epoch 2003 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 2497 ms [2022-04-11 18:44:40 main:574] : INFO : Epoch 2004 | loss: 0.0311738 | val_loss: 0.0311868 | Time: 2503.42 ms [2022-04-11 18:44:43 main:574] : INFO : Epoch 2005 | loss: 0.0311787 | val_loss: 0.031187 | Time: 2498.25 ms [2022-04-11 18:44:45 main:574] : INFO : Epoch 2006 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 2498.15 ms [2022-04-11 18:44:48 main:574] : INFO : Epoch 2007 | loss: 0.0311867 | val_loss: 0.0311944 | Time: 2497.26 ms [2022-04-11 18:44:51 main:574] : INFO : Epoch 2008 | loss: 0.0311901 | val_loss: 0.0311915 | Time: 2496.05 ms [2022-04-11 18:44:54 main:574] : INFO : Epoch 2009 | loss: 0.0311869 | val_loss: 0.0311871 | Time: 2505.69 ms [2022-04-11 18:44:57 main:574] : INFO : Epoch 2010 | loss: 0.0311845 | val_loss: 0.0311873 | Time: 2501.34 ms [2022-04-11 18:44:59 main:574] : INFO : Epoch 2011 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 2503.86 ms [2022-04-11 18:45:02 main:574] : INFO : Epoch 2012 | loss: 0.0311873 | val_loss: 0.0311961 | Time: 2490.24 ms [2022-04-11 18:45:05 main:574] : INFO : Epoch 2013 | loss: 0.0311917 | val_loss: 0.0311905 | Time: 2501 ms [2022-04-11 18:45:08 main:574] : INFO : Epoch 2014 | loss: 0.0311863 | val_loss: 0.0311881 | Time: 2495.09 ms [2022-04-11 18:45:11 main:574] : INFO : Epoch 2015 | loss: 0.0311859 | val_loss: 0.0311878 | Time: 2497.69 ms [2022-04-11 18:45:14 main:574] : INFO : Epoch 2016 | loss: 0.0311855 | val_loss: 0.0311891 | Time: 2498.91 ms [2022-04-11 18:45:16 main:574] : INFO : Epoch 2017 | loss: 0.0311885 | val_loss: 0.0311852 | Time: 2504.22 ms [2022-04-11 18:45:19 main:574] : INFO : Epoch 2018 | loss: 0.0311875 | val_loss: 0.0311857 | Time: 2489.42 ms [2022-04-11 18:45:22 main:574] : INFO : Epoch 2019 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 2503.71 ms [2022-04-11 18:45:24 main:574] : INFO : Epoch 2020 | loss: 0.0311889 | val_loss: 0.0311858 | Time: 2493.27 ms [2022-04-11 18:45:27 main:574] : INFO : Epoch 2021 | loss: 0.0311885 | val_loss: 0.0311861 | Time: 2494.58 ms [2022-04-11 18:45:29 main:574] : INFO : Epoch 2022 | loss: 0.0311888 | val_loss: 0.0311955 | Time: 2502.73 ms [2022-04-11 18:45:32 main:574] : INFO : Epoch 2023 | loss: 0.0311933 | val_loss: 0.0311935 | Time: 2492.91 ms [2022-04-11 18:45:34 main:574] : INFO : Epoch 2024 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 2497.71 ms [2022-04-11 18:45:37 main:574] : INFO : Epoch 2025 | loss: 0.031186 | val_loss: 0.0311897 | Time: 2498.34 ms [2022-04-11 18:45:39 main:574] : INFO : Epoch 2026 | loss: 0.0311852 | val_loss: 0.031189 | Time: 2489.82 ms [2022-04-11 18:45:42 main:574] : INFO : Epoch 2027 | loss: 0.0311839 | val_loss: 0.031192 | Time: 2486.78 ms [2022-04-11 18:45:45 main:574] : INFO : Epoch 2028 | loss: 0.0311847 | val_loss: 0.0311932 | Time: 2476.06 ms [2022-04-11 18:45:47 main:574] : INFO : Epoch 2029 | loss: 0.0311848 | val_loss: 0.0311931 | Time: 2489.08 ms [2022-04-11 18:45:50 main:574] : INFO : Epoch 2030 | loss: 0.0311854 | val_loss: 0.0311905 | Time: 2484.37 ms [2022-04-11 18:45:52 main:574] : INFO : Epoch 2031 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 2486.7 ms [2022-04-11 18:45:55 main:574] : INFO : Epoch 2032 | loss: 0.0311885 | val_loss: 0.0311975 | Time: 2478.55 ms [2022-04-11 18:45:57 main:574] : INFO : Epoch 2033 | loss: 0.0311942 | val_loss: 0.0312009 | Time: 2487.79 ms [2022-04-11 18:46:00 main:574] : INFO : Epoch 2034 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 2488.52 ms [2022-04-11 18:46:02 main:574] : INFO : Epoch 2035 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 2490.33 ms [2022-04-11 18:46:05 main:574] : INFO : Epoch 2036 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 2487.72 ms [2022-04-11 18:46:07 main:574] : INFO : Epoch 2037 | loss: 0.0311888 | val_loss: 0.0311986 | Time: 2489.38 ms [2022-04-11 18:46:10 main:574] : INFO : Epoch 2038 | loss: 0.0311877 | val_loss: 0.0311962 | Time: 2491.49 ms [2022-04-11 18:46:12 main:574] : INFO : Epoch 2039 | loss: 0.0311885 | val_loss: 0.0311983 | Time: 2484.59 ms [2022-04-11 18:46:15 main:574] : INFO : Epoch 2040 | loss: 0.031188 | val_loss: 0.0311928 | Time: 2483.5 ms [2022-04-11 18:46:18 main:574] : INFO : Epoch 2041 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 2493.23 ms [2022-04-11 18:46:20 main:574] : INFO : Epoch 2042 | loss: 0.031189 | val_loss: 0.031195 | Time: 2489.55 ms [2022-04-11 18:46:23 main:574] : INFO : Epoch 2043 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 2491.56 ms [2022-04-11 18:46:25 main:574] : INFO : Epoch 2044 | loss: 0.0311904 | val_loss: 0.0311949 | Time: 2496.2 ms [2022-04-11 18:46:28 main:574] : INFO : Epoch 2045 | loss: 0.0311903 | val_loss: 0.0311944 | Time: 2491.56 ms [2022-04-11 18:46:31 main:574] : INFO : Epoch 2046 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 2493.99 ms [2022-04-11 18:46:33 main:574] : INFO : Epoch 2047 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 2487.35 ms [2022-04-11 18:46:36 main:574] : INFO : Epoch 2048 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 2475.39 ms [2022-04-11 18:46:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311936 [2022-04-11 18:46:36 main:603] : INFO : Saving end state to config to file [2022-04-11 18:46:36 main:608] : INFO : Success, exiting.. 18:46:36 (12412): 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)