Task 10794239
| Name | ParityModified-1639950426-31979-2-0_0 |
| Workunit | 8106719 |
| Created | 15 Jan 2022, 13:38:39 UTC |
| Sent | 30 Jan 2022, 16:45:13 UTC |
| Report deadline | 7 Feb 2022, 16:45:13 UTC |
| Received | 1 Feb 2022, 19:32:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 43 min 7 sec |
| CPU time | 4 hours 20 min 18 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> 9:25 main:574] : INFO : Epoch 1542 | loss: 0.0311824 | val_loss: 0.0311813 | Time: 8512.45 ms [2022-02-01 19:19:33 main:574] : INFO : Epoch 1543 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 8222.8 ms [2022-02-01 19:19:42 main:574] : INFO : Epoch 1544 | loss: 0.031182 | val_loss: 0.0311826 | Time: 8340.97 ms [2022-02-01 19:19:50 main:574] : INFO : Epoch 1545 | loss: 0.0311828 | val_loss: 0.0311844 | Time: 7978.83 ms [2022-02-01 19:19:58 main:574] : INFO : Epoch 1546 | loss: 0.0311822 | val_loss: 0.0311812 | Time: 8624.61 ms [2022-02-01 19:20:07 main:574] : INFO : Epoch 1547 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 8426.54 ms [2022-02-01 19:20:15 main:574] : INFO : Epoch 1548 | loss: 0.0311819 | val_loss: 0.0311813 | Time: 8281.65 ms [2022-02-01 19:20:23 main:574] : INFO : Epoch 1549 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 8038.32 ms [2022-02-01 19:20:31 main:574] : INFO : Epoch 1550 | loss: 0.0311818 | val_loss: 0.031181 | Time: 8117.01 ms [2022-02-01 19:20:40 main:574] : INFO : Epoch 1551 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 8504.22 ms [2022-02-01 19:20:48 main:574] : INFO : Epoch 1552 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 8473.37 ms [2022-02-01 19:20:57 main:574] : INFO : Epoch 1553 | loss: 0.0311819 | val_loss: 0.0311806 | Time: 8948.89 ms [2022-02-01 19:21:06 main:574] : INFO : Epoch 1554 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 8575.06 ms [2022-02-01 19:21:14 main:574] : INFO : Epoch 1555 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 8201.99 ms [2022-02-01 19:21:22 main:574] : INFO : Epoch 1556 | loss: 0.0311815 | val_loss: 0.0311822 | Time: 7989.68 ms [2022-02-01 19:21:30 main:574] : INFO : Epoch 1557 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 7988.3 ms [2022-02-01 19:21:39 main:574] : INFO : Epoch 1558 | loss: 0.0311821 | val_loss: 0.0311825 | Time: 8393.82 ms [2022-02-01 19:21:47 main:574] : INFO : Epoch 1559 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 8323.77 ms [2022-02-01 19:21:56 main:574] : INFO : Epoch 1560 | loss: 0.0311833 | val_loss: 0.0311855 | Time: 8470.44 ms [2022-02-01 19:22:05 main:574] : INFO : Epoch 1561 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 8676.88 ms [2022-02-01 19:22:13 main:574] : INFO : Epoch 1562 | loss: 0.031184 | val_loss: 0.0311804 | Time: 8099.51 ms [2022-02-01 19:22:21 main:574] : INFO : Epoch 1563 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 8402.68 ms [2022-02-01 19:22:30 main:574] : INFO : Epoch 1564 | loss: 0.0311848 | val_loss: 0.0311833 | Time: 8418.19 ms [2022-02-01 19:22:38 main:574] : INFO : Epoch 1565 | loss: 0.031184 | val_loss: 0.0311819 | Time: 8484.89 ms [2022-02-01 19:22:47 main:574] : INFO : Epoch 1566 | loss: 0.0311843 | val_loss: 0.03118 | Time: 8955.21 ms [2022-02-01 19:22:56 main:574] : INFO : Epoch 1567 | loss: 0.0311811 | val_loss: 0.03118 | Time: 8525.24 ms [2022-02-01 19:23:04 main:574] : INFO : Epoch 1568 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 8196 ms [2022-02-01 19:23:13 main:574] : INFO : Epoch 1569 | loss: 0.031181 | val_loss: 0.0311802 | Time: 8459.58 ms [2022-02-01 19:23:21 main:574] : INFO : Epoch 1570 | loss: 0.0311818 | val_loss: 0.0311811 | Time: 8476.59 ms [2022-02-01 19:23:30 main:574] : INFO : Epoch 1571 | loss: 0.0311809 | val_loss: 0.03118 | Time: 8625.18 ms [2022-02-01 19:23:38 main:574] : INFO : Epoch 1572 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 8329.33 ms [2022-02-01 19:23:46 main:574] : INFO : Epoch 1573 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 8213.52 ms [2022-02-01 19:23:55 main:574] : INFO : Epoch 1574 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 8506.74 ms [2022-02-01 19:24:03 main:574] : INFO : Epoch 1575 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 8151.69 ms [2022-02-01 19:24:12 main:574] : INFO : Epoch 1576 | loss: 0.0311813 | val_loss: 0.0311799 | Time: 8419.16 ms [2022-02-01 19:24:20 main:574] : INFO : Epoch 1577 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 8358.05 ms [2022-02-01 19:24:29 main:574] : INFO : Epoch 1578 | loss: 0.0311805 | val_loss: 0.03118 | Time: 8433.64 ms [2022-02-01 19:24:37 main:574] : INFO : Epoch 1579 | loss: 0.0311815 | val_loss: 0.03118 | Time: 8598.6 ms [2022-02-01 19:24:46 main:574] : INFO : Epoch 1580 | loss: 0.0311801 | val_loss: 0.03118 | Time: 8316.78 ms [2022-02-01 19:24:54 main:574] : INFO : Epoch 1581 | loss: 0.03118 | val_loss: 0.0311804 | Time: 8671.31 ms [2022-02-01 19:25:03 main:574] : INFO : Epoch 1582 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 8170.45 ms [2022-02-01 19:25:11 main:574] : INFO : Epoch 1583 | loss: 0.031181 | val_loss: 0.0311808 | Time: 8594.18 ms [2022-02-01 19:25:20 main:574] : INFO : Epoch 1584 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 8785.84 ms [2022-02-01 19:25:29 main:574] : INFO : Epoch 1585 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 8466.95 ms [2022-02-01 19:25:37 main:574] : INFO : Epoch 1586 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 8614.05 ms [2022-02-01 19:25:46 main:574] : INFO : Epoch 1587 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 8263.52 ms [2022-02-01 19:25:54 main:574] : INFO : Epoch 1588 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 8408.15 ms [2022-02-01 19:26:03 main:574] : INFO : Epoch 1589 | loss: 0.0311805 | val_loss: 0.03118 | Time: 8664.24 ms [2022-02-01 19:26:11 main:574] : INFO : Epoch 1590 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 8581.58 ms [2022-02-01 19:26:20 main:574] : INFO : Epoch 1591 | loss: 0.0311811 | val_loss: 0.031182 | Time: 8306.59 ms [2022-02-01 19:26:28 main:574] : INFO : Epoch 1592 | loss: 0.031183 | val_loss: 0.0311839 | Time: 8311.17 ms [2022-02-01 19:26:37 main:574] : INFO : Epoch 1593 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 8554.98 ms [2022-02-01 19:26:45 main:574] : INFO : Epoch 1594 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 8262.75 ms [2022-02-01 19:26:54 main:574] : INFO : Epoch 1595 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 8412.04 ms [2022-02-01 19:27:02 main:574] : INFO : Epoch 1596 | loss: 0.03118 | val_loss: 0.0311804 | Time: 8412.68 ms [2022-02-01 19:27:10 main:574] : INFO : Epoch 1597 | loss: 0.0311802 | val_loss: 0.031182 | Time: 8469.41 ms [2022-02-01 19:27:19 main:574] : INFO : Epoch 1598 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 8558.32 ms [2022-02-01 19:27:28 main:574] : INFO : Epoch 1599 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 8557 ms [2022-02-01 19:27:36 main:574] : INFO : Epoch 1600 | loss: 0.0311823 | val_loss: 0.0311895 | Time: 8540.45 ms [2022-02-01 19:27:45 main:574] : INFO : Epoch 1601 | loss: 0.0311834 | val_loss: 0.0311818 | Time: 8990.69 ms [2022-02-01 19:27:54 main:574] : INFO : Epoch 1602 | loss: 0.0311796 | val_loss: 0.0311814 | Time: 8562.54 ms [2022-02-01 19:28:03 main:574] : INFO : Epoch 1603 | loss: 0.03118 | val_loss: 0.0311811 | Time: 8804.22 ms [2022-02-01 19:28:11 main:574] : INFO : Epoch 1604 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 8321.59 ms [2022-02-01 19:28:20 main:574] : INFO : Epoch 1605 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 8281.17 ms [2022-02-01 19:28:28 main:574] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 8423.89 ms [2022-02-01 19:28:36 main:574] : INFO : Epoch 1607 | loss: 0.03118 | val_loss: 0.0311914 | Time: 7983.87 ms [2022-02-01 19:28:45 main:574] : INFO : Epoch 1608 | loss: 0.0311821 | val_loss: 0.0311806 | Time: 8582.25 ms [2022-02-01 19:28:53 main:574] : INFO : Epoch 1609 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 7954.67 ms [2022-02-01 19:29:03 main:574] : INFO : Epoch 1610 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 9606.33 ms [2022-02-01 19:29:11 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 8634.38 ms [2022-02-01 19:29:19 main:574] : INFO : Epoch 1612 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 8054.82 ms [2022-02-01 19:29:28 main:574] : INFO : Epoch 1613 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 8248.76 ms [2022-02-01 19:29:36 main:574] : INFO : Epoch 1614 | loss: 0.0311803 | val_loss: 0.0311801 | Time: 8675.75 ms [2022-02-01 19:29:46 main:574] : INFO : Epoch 1615 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 9114.2 ms [2022-02-01 19:29:54 main:574] : INFO : Epoch 1616 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 8432.77 ms [2022-02-01 19:30:02 main:574] : INFO : Epoch 1617 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 8208.29 ms [2022-02-01 19:30:11 main:574] : INFO : Epoch 1618 | loss: 0.0311819 | val_loss: 0.0311805 | Time: 8577.22 ms [2022-02-01 19:30:20 main:574] : INFO : Epoch 1619 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 8593.9 ms [2022-02-01 19:30:28 main:574] : INFO : Epoch 1620 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 8282.64 ms [2022-02-01 19:30:36 main:574] : INFO : Epoch 1621 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 8455.11 ms [2022-02-01 19:30:45 main:574] : INFO : Epoch 1622 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 8175.54 ms [2022-02-01 19:30:54 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 9014.9 ms [2022-02-01 19:31:02 main:574] : INFO : Epoch 1624 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 8348.95 ms [2022-02-01 19:31:11 main:574] : INFO : Epoch 1625 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 8346.91 ms [2022-02-01 19:31:19 main:574] : INFO : Epoch 1626 | loss: 0.0311793 | val_loss: 0.031182 | Time: 8389.56 ms [2022-02-01 19:31:28 main:574] : INFO : Epoch 1627 | loss: 0.0311821 | val_loss: 0.0311802 | Time: 8403.95 ms [2022-02-01 19:31:36 main:574] : INFO : Epoch 1628 | loss: 0.0311795 | val_loss: 0.03118 | Time: 8129.02 ms [2022-02-01 19:31:44 main:574] : INFO : Epoch 1629 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 8459.43 ms [2022-02-01 19:31:52 main:574] : INFO : Epoch 1630 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 8131.86 ms [2022-02-01 19:32:01 main:574] : INFO : Epoch 1631 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 8346.23 ms [2022-02-01 19:32:09 main:574] : INFO : Epoch 1632 | loss: 0.0311809 | val_loss: 0.031192 | Time: 8369.9 ms [2022-02-01 19:32:18 main:574] : INFO : Epoch 1633 | loss: 0.0311816 | val_loss: 0.031182 | Time: 8329.82 ms [2022-02-01 19:32:26 main:574] : INFO : Epoch 1634 | loss: 0.0311807 | val_loss: 0.031181 | Time: 7923.41 ms [2022-02-01 19:32:34 main:574] : INFO : Epoch 1635 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 8352.14 ms [2022-02-01 19:32:42 main:574] : INFO : Epoch 1636 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 8225.15 ms [2022-02-01 19:32:51 main:574] : INFO : Epoch 1637 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 8786.4 ms [2022-02-01 19:33:00 main:574] : INFO : Epoch 1638 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 8939.78 ms [2022-02-01 19:33:09 main:574] : INFO : Epoch 1639 | loss: 0.0311793 | val_loss: 0.03118 | Time: 8429.89 ms [2022-02-01 19:33:17 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 8395.4 ms [2022-02-01 19:33:26 main:574] : INFO : Epoch 1641 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 8870.33 ms [2022-02-01 19:33:35 main:574] : INFO : Epoch 1642 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 8461.08 ms [2022-02-01 19:33:43 main:574] : INFO : Epoch 1643 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 8335.09 ms [2022-02-01 19:33:52 main:574] : INFO : Epoch 1644 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 8625.53 ms [2022-02-01 19:34:00 main:574] : INFO : Epoch 1645 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 8344.59 ms [2022-02-01 19:34:09 main:574] : INFO : Epoch 1646 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 8530.09 ms [2022-02-01 19:34:17 main:574] : INFO : Epoch 1647 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 8282.92 ms [2022-02-01 19:34:25 main:574] : INFO : Epoch 1648 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 8282.84 ms [2022-02-01 19:34:33 main:574] : INFO : Epoch 1649 | loss: 0.03118 | val_loss: 0.0311839 | Time: 8064.76 ms [2022-02-01 19:34:42 main:574] : INFO : Epoch 1650 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 8146.42 ms [2022-02-01 19:34:50 main:574] : INFO : Epoch 1651 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 8107.43 ms [2022-02-01 19:34:58 main:574] : INFO : Epoch 1652 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 8350.12 ms [2022-02-01 19:35:06 main:574] : INFO : Epoch 1653 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 8147.08 ms [2022-02-01 19:35:15 main:574] : INFO : Epoch 1654 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 8234.36 ms [2022-02-01 19:35:23 main:574] : INFO : Epoch 1655 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 8603.54 ms [2022-02-01 19:35:32 main:574] : INFO : Epoch 1656 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 8356.06 ms [2022-02-01 19:35:40 main:574] : INFO : Epoch 1657 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 8130.62 ms [2022-02-01 19:35:48 main:574] : INFO : Epoch 1658 | loss: 0.0311783 | val_loss: 0.0311825 | Time: 8249.2 ms [2022-02-01 19:35:57 main:574] : INFO : Epoch 1659 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 8323.58 ms [2022-02-01 19:36:05 main:574] : INFO : Epoch 1660 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 8247.09 ms [2022-02-01 19:36:13 main:574] : INFO : Epoch 1661 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 8403.48 ms [2022-02-01 19:36:22 main:574] : INFO : Epoch 1662 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 8097 ms [2022-02-01 19:36:30 main:574] : INFO : Epoch 1663 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 8492.62 ms [2022-02-01 19:36:39 main:574] : INFO : Epoch 1664 | loss: 0.0311814 | val_loss: 0.0311809 | Time: 8362.34 ms [2022-02-01 19:36:47 main:574] : INFO : Epoch 1665 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 8358.15 ms [2022-02-01 19:36:55 main:574] : INFO : Epoch 1666 | loss: 0.0311796 | val_loss: 0.03118 | Time: 8222.4 ms [2022-02-01 19:37:04 main:574] : INFO : Epoch 1667 | loss: 0.0311781 | val_loss: 0.0311815 | Time: 8462.48 ms [2022-02-01 19:37:13 main:574] : INFO : Epoch 1668 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 8720.73 ms [2022-02-01 19:37:21 main:574] : INFO : Epoch 1669 | loss: 0.0311794 | val_loss: 0.0311838 | Time: 8419.14 ms [2022-02-01 19:37:30 main:574] : INFO : Epoch 1670 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 8305.31 ms [2022-02-01 19:37:38 main:574] : INFO : Epoch 1671 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 8344.02 ms [2022-02-01 19:37:47 main:574] : INFO : Epoch 1672 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 8866.73 ms [2022-02-01 19:37:55 main:574] : INFO : Epoch 1673 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 8553.99 ms [2022-02-01 19:38:04 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 8285.81 ms [2022-02-01 19:38:13 main:574] : INFO : Epoch 1675 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 9318.45 ms [2022-02-01 19:38:22 main:574] : INFO : Epoch 1676 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 8701.78 ms [2022-02-01 19:38:31 main:574] : INFO : Epoch 1677 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 8536.21 ms [2022-02-01 19:38:39 main:574] : INFO : Epoch 1678 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 8561.06 ms [2022-02-01 19:38:48 main:574] : INFO : Epoch 1679 | loss: 0.0311799 | val_loss: 0.0311813 | Time: 8628.02 ms [2022-02-01 19:38:57 main:574] : INFO : Epoch 1680 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 9210.59 ms [2022-02-01 19:39:06 main:574] : INFO : Epoch 1681 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 8446.5 ms [2022-02-01 19:39:14 main:574] : INFO : Epoch 1682 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 8368.49 ms [2022-02-01 19:39:23 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 8598.2 ms [2022-02-01 19:39:32 main:574] : INFO : Epoch 1684 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 8880.04 ms [2022-02-01 19:39:40 main:574] : INFO : Epoch 1685 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 8799.17 ms [2022-02-01 19:39:49 main:574] : INFO : Epoch 1686 | loss: 0.031179 | val_loss: 0.0311906 | Time: 8738.63 ms [2022-02-01 19:39:58 main:574] : INFO : Epoch 1687 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 8534.83 ms [2022-02-01 19:40:06 main:574] : INFO : Epoch 1688 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 8257.56 ms [2022-02-01 19:40:14 main:574] : INFO : Epoch 1689 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 8184.33 ms [2022-02-01 19:40:23 main:574] : INFO : Epoch 1690 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 8269.42 ms [2022-02-01 19:40:31 main:574] : INFO : Epoch 1691 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 8478.28 ms [2022-02-01 19:40:40 main:574] : INFO : Epoch 1692 | loss: 0.0311793 | val_loss: 0.0311796 | Time: 8455.65 ms [2022-02-01 19:40:48 main:574] : INFO : Epoch 1693 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 8060.71 ms [2022-02-01 19:40:56 main:574] : INFO : Epoch 1694 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 8427.95 ms [2022-02-01 19:41:05 main:574] : INFO : Epoch 1695 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 8316.88 ms [2022-02-01 19:41:14 main:574] : INFO : Epoch 1696 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 8890.7 ms [2022-02-01 19:41:22 main:574] : INFO : Epoch 1697 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 8582.96 ms [2022-02-01 19:41:31 main:574] : INFO : Epoch 1698 | loss: 0.0311788 | val_loss: 0.031179 | Time: 8338.66 ms [2022-02-01 19:41:39 main:574] : INFO : Epoch 1699 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 8297.25 ms [2022-02-01 19:41:48 main:574] : INFO : Epoch 1700 | loss: 0.0311787 | val_loss: 0.0311881 | Time: 8475.79 ms [2022-02-01 19:41:56 main:574] : INFO : Epoch 1701 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 8283.94 ms [2022-02-01 19:42:05 main:574] : INFO : Epoch 1702 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 8550.76 ms [2022-02-01 19:42:13 main:574] : INFO : Epoch 1703 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 8487.59 ms [2022-02-01 19:42:22 main:574] : INFO : Epoch 1704 | loss: 0.0311776 | val_loss: 0.03118 | Time: 8263.56 ms [2022-02-01 19:42:30 main:574] : INFO : Epoch 1705 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 8095.87 ms [2022-02-01 19:42:38 main:574] : INFO : Epoch 1706 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 8029.49 ms [2022-02-01 19:42:46 main:574] : INFO : Epoch 1707 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 8199.86 ms [2022-02-01 19:42:54 main:574] : INFO : Epoch 1708 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 8247.87 ms [2022-02-01 19:43:03 main:574] : INFO : Epoch 1709 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 8272.85 ms [2022-02-01 19:43:11 main:574] : INFO : Epoch 1710 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 8224.25 ms [2022-02-01 19:43:20 main:574] : INFO : Epoch 1711 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 8514.08 ms [2022-02-01 19:43:28 main:574] : INFO : Epoch 1712 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 8385.89 ms [2022-02-01 19:43:36 main:574] : INFO : Epoch 1713 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 8299.04 ms [2022-02-01 19:43:45 main:574] : INFO : Epoch 1714 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 8240.18 ms [2022-02-01 19:43:53 main:574] : INFO : Epoch 1715 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 8427.73 ms [2022-02-01 19:44:02 main:574] : INFO : Epoch 1716 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 8629.51 ms [2022-02-01 19:44:10 main:574] : INFO : Epoch 1717 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 8172.57 ms [2022-02-01 19:44:18 main:574] : INFO : Epoch 1718 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 8003.29 ms [2022-02-01 19:44:27 main:574] : INFO : Epoch 1719 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 8427.82 ms [2022-02-01 19:44:35 main:574] : INFO : Epoch 1720 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 8484.88 ms [2022-02-01 19:44:44 main:574] : INFO : Epoch 1721 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 8478.44 ms [2022-02-01 19:44:52 main:574] : INFO : Epoch 1722 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 8405.64 ms [2022-02-01 19:45:01 main:574] : INFO : Epoch 1723 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 8518.43 ms [2022-02-01 19:45:09 main:574] : INFO : Epoch 1724 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 8024.66 ms [2022-02-01 19:45:17 main:574] : INFO : Epoch 1725 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 8210.98 ms [2022-02-01 19:45:26 main:574] : INFO : Epoch 1726 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 8371.31 ms [2022-02-01 19:45:34 main:574] : INFO : Epoch 1727 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 8285.56 ms [2022-02-01 19:45:42 main:574] : INFO : Epoch 1728 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 8264.83 ms [2022-02-01 19:45:51 main:574] : INFO : Epoch 1729 | loss: 0.0311775 | val_loss: 0.0311852 | Time: 9069.99 ms [2022-02-01 19:45:59 main:574] : INFO : Epoch 1730 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 7885.21 ms [2022-02-01 19:46:08 main:574] : INFO : Epoch 1731 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 8563.68 ms [2022-02-01 19:46:16 main:574] : INFO : Epoch 1732 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 8310.53 ms [2022-02-01 19:46:24 main:574] : INFO : Epoch 1733 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 8006.84 ms [2022-02-01 19:46:33 main:574] : INFO : Epoch 1734 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 8155.14 ms [2022-02-01 19:46:41 main:574] : INFO : Epoch 1735 | loss: 0.0311763 | val_loss: 0.0311817 | Time: 8304.42 ms [2022-02-01 19:46:49 main:574] : INFO : Epoch 1736 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 8478.84 ms [2022-02-01 19:46:59 main:574] : INFO : Epoch 1737 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 9026.57 ms [2022-02-01 19:47:07 main:574] : INFO : Epoch 1738 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 8335.31 ms [2022-02-01 19:47:16 main:574] : INFO : Epoch 1739 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 8666 ms [2022-02-01 19:47:24 main:574] : INFO : Epoch 1740 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 8582.93 ms [2022-02-01 19:47:33 main:574] : INFO : Epoch 1741 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 8788.24 ms [2022-02-01 19:47:42 main:574] : INFO : Epoch 1742 | loss: 0.03118 | val_loss: 0.0311851 | Time: 8897.39 ms [2022-02-01 19:47:50 main:574] : INFO : Epoch 1743 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 7971.62 ms [2022-02-01 19:47:59 main:574] : INFO : Epoch 1744 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 8378.17 ms [2022-02-01 19:48:07 main:574] : INFO : Epoch 1745 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 8618.35 ms [2022-02-01 19:48:16 main:574] : INFO : Epoch 1746 | loss: 0.031177 | val_loss: 0.0311813 | Time: 8308.92 ms [2022-02-01 19:48:24 main:574] : INFO : Epoch 1747 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 8015.16 ms [2022-02-01 19:48:32 main:574] : INFO : Epoch 1748 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 8194.89 ms [2022-02-01 19:48:40 main:574] : INFO : Epoch 1749 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 8325.03 ms [2022-02-01 19:48:48 main:574] : INFO : Epoch 1750 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 7968.5 ms [2022-02-01 19:48:57 main:574] : INFO : Epoch 1751 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 8236.81 ms [2022-02-01 19:49:05 main:574] : INFO : Epoch 1752 | loss: 0.031177 | val_loss: 0.0311801 | Time: 8385.64 ms [2022-02-01 19:49:13 main:574] : INFO : Epoch 1753 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 8353.24 ms [2022-02-01 19:49:22 main:574] : INFO : Epoch 1754 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 8819.48 ms [2022-02-01 19:49:31 main:574] : INFO : Epoch 1755 | loss: 0.0311765 | val_loss: 0.031179 | Time: 8615.55 ms [2022-02-01 19:49:40 main:574] : INFO : Epoch 1756 | loss: 0.031177 | val_loss: 0.0311792 | Time: 9235.08 ms [2022-02-01 19:49:49 main:574] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 8323.31 ms [2022-02-01 19:49:57 main:574] : INFO : Epoch 1758 | loss: 0.0311762 | val_loss: 0.031179 | Time: 8601.64 ms [2022-02-01 19:50:06 main:574] : INFO : Epoch 1759 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 8342.32 ms [2022-02-01 19:50:14 main:574] : INFO : Epoch 1760 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 8069.92 ms [2022-02-01 19:50:22 main:574] : INFO : Epoch 1761 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 8307.3 ms [2022-02-01 19:50:31 main:574] : INFO : Epoch 1762 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 8336.61 ms [2022-02-01 19:50:39 main:574] : INFO : Epoch 1763 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 8244.71 ms [2022-02-01 19:50:47 main:574] : INFO : Epoch 1764 | loss: 0.0311771 | val_loss: 0.03118 | Time: 8268.05 ms [2022-02-01 19:50:55 main:574] : INFO : Epoch 1765 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 8128.84 ms [2022-02-01 19:51:04 main:574] : INFO : Epoch 1766 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 8186.56 ms [2022-02-01 19:51:12 main:574] : INFO : Epoch 1767 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 8101.47 ms [2022-02-01 19:51:20 main:574] : INFO : Epoch 1768 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 8379.27 ms [2022-02-01 19:51:29 main:574] : INFO : Epoch 1769 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 8573.85 ms [2022-02-01 19:51:38 main:574] : INFO : Epoch 1770 | loss: 0.031177 | val_loss: 0.0311821 | Time: 8843.57 ms [2022-02-01 19:51:46 main:574] : INFO : Epoch 1771 | loss: 0.0311769 | val_loss: 0.0311791 | Time: 8147.63 ms [2022-02-01 19:51:54 main:574] : INFO : Epoch 1772 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 8250.11 ms [2022-02-01 19:52:03 main:574] : INFO : Epoch 1773 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 8311.14 ms [2022-02-01 19:52:11 main:574] : INFO : Epoch 1774 | loss: 0.0311768 | val_loss: 0.031179 | Time: 8037.58 ms [2022-02-01 19:52:19 main:574] : INFO : Epoch 1775 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 8256.31 ms [2022-02-01 19:52:28 main:574] : INFO : Epoch 1776 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 8390.19 ms [2022-02-01 19:52:36 main:574] : INFO : Epoch 1777 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 8404.17 ms [2022-02-01 19:52:45 main:574] : INFO : Epoch 1778 | loss: 0.0311777 | val_loss: 0.0311917 | Time: 8379.98 ms [2022-02-01 19:52:53 main:574] : INFO : Epoch 1779 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 8463.32 ms [2022-02-01 19:53:01 main:574] : INFO : Epoch 1780 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 8188.41 ms [2022-02-01 19:53:10 main:574] : INFO : Epoch 1781 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 8207.97 ms [2022-02-01 19:53:18 main:574] : INFO : Epoch 1782 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 8478.64 ms [2022-02-01 19:53:27 main:574] : INFO : Epoch 1783 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 8587.34 ms [2022-02-01 19:53:35 main:574] : INFO : Epoch 1784 | loss: 0.031176 | val_loss: 0.0311814 | Time: 8248.95 ms [2022-02-01 19:53:44 main:574] : INFO : Epoch 1785 | loss: 0.031177 | val_loss: 0.0311816 | Time: 8520.31 ms [2022-02-01 19:53:52 main:574] : INFO : Epoch 1786 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 8755.8 ms [2022-02-01 19:54:01 main:574] : INFO : Epoch 1787 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 8187.37 ms [2022-02-01 19:54:09 main:574] : INFO : Epoch 1788 | loss: 0.0311762 | val_loss: 0.031179 | Time: 8313.95 ms [2022-02-01 19:54:17 main:574] : INFO : Epoch 1789 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 8201.98 ms [2022-02-01 19:54:26 main:574] : INFO : Epoch 1790 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 8491.89 ms [2022-02-01 19:54:34 main:574] : INFO : Epoch 1791 | loss: 0.031176 | val_loss: 0.0311798 | Time: 8553.48 ms [2022-02-01 19:54:43 main:574] : INFO : Epoch 1792 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 8436.97 ms [2022-02-01 19:54:51 main:574] : INFO : Epoch 1793 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 8025.82 ms [2022-02-01 19:55:00 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311809 | Time: 8559.77 ms [2022-02-01 19:55:08 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.031182 | Time: 8243.28 ms [2022-02-01 19:55:16 main:574] : INFO : Epoch 1796 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 7919.83 ms [2022-02-01 19:55:24 main:574] : INFO : Epoch 1797 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 8397.72 ms [2022-02-01 19:55:33 main:574] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 8112.4 ms [2022-02-01 19:55:41 main:574] : INFO : Epoch 1799 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 8549.52 ms [2022-02-01 19:55:49 main:574] : INFO : Epoch 1800 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 8224.61 ms [2022-02-01 19:55:58 main:574] : INFO : Epoch 1801 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 8589.88 ms [2022-02-01 19:56:06 main:574] : INFO : Epoch 1802 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 7955.24 ms [2022-02-01 19:56:14 main:574] : INFO : Epoch 1803 | loss: 0.0311768 | val_loss: 0.031181 | Time: 7959.29 ms [2022-02-01 19:56:23 main:574] : INFO : Epoch 1804 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 8359.44 ms [2022-02-01 19:56:31 main:574] : INFO : Epoch 1805 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 8288.15 ms [2022-02-01 19:56:39 main:574] : INFO : Epoch 1806 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 8202.65 ms [2022-02-01 19:56:48 main:574] : INFO : Epoch 1807 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 8356.29 ms [2022-02-01 19:56:56 main:574] : INFO : Epoch 1808 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 8126.47 ms [2022-02-01 19:57:04 main:574] : INFO : Epoch 1809 | loss: 0.0311799 | val_loss: 0.031179 | Time: 8179.64 ms [2022-02-01 19:57:12 main:574] : INFO : Epoch 1810 | loss: 0.0311762 | val_loss: 0.031181 | Time: 8282.32 ms [2022-02-01 19:57:20 main:574] : INFO : Epoch 1811 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 8022.23 ms [2022-02-01 19:57:29 main:574] : INFO : Epoch 1812 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 8184.48 ms [2022-02-01 19:57:37 main:574] : INFO : Epoch 1813 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 8168.82 ms [2022-02-01 19:57:45 main:574] : INFO : Epoch 1814 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 8365.15 ms [2022-02-01 19:57:54 main:574] : INFO : Epoch 1815 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 8298.11 ms [2022-02-01 19:58:02 main:574] : INFO : Epoch 1816 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 8455.08 ms [2022-02-01 19:58:10 main:574] : INFO : Epoch 1817 | loss: 0.0311765 | val_loss: 0.031186 | Time: 8237.93 ms [2022-02-01 19:58:18 main:574] : INFO : Epoch 1818 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 7943.67 ms [2022-02-01 19:58:27 main:574] : INFO : Epoch 1819 | loss: 0.031175 | val_loss: 0.0311791 | Time: 8132.48 ms [2022-02-01 19:58:35 main:574] : INFO : Epoch 1820 | loss: 0.0311747 | val_loss: 0.0311847 | Time: 8206.38 ms [2022-02-01 19:58:43 main:574] : INFO : Epoch 1821 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 7872.28 ms [2022-02-01 19:58:51 main:574] : INFO : Epoch 1822 | loss: 0.031174 | val_loss: 0.0311793 | Time: 8355.34 ms [2022-02-01 19:59:00 main:574] : INFO : Epoch 1823 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 8517.82 ms [2022-02-01 19:59:08 main:574] : INFO : Epoch 1824 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 8234.62 ms [2022-02-01 19:59:16 main:574] : INFO : Epoch 1825 | loss: 0.031174 | val_loss: 0.0311825 | Time: 8228.08 ms [2022-02-01 19:59:25 main:574] : INFO : Epoch 1826 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 9029.63 ms [2022-02-01 19:59:34 main:574] : INFO : Epoch 1827 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 8469.53 ms [2022-02-01 19:59:43 main:574] : INFO : Epoch 1828 | loss: 0.0311745 | val_loss: 0.031179 | Time: 8493.29 ms [2022-02-01 19:59:51 main:574] : INFO : Epoch 1829 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 8324.1 ms [2022-02-01 19:59:59 main:574] : INFO : Epoch 1830 | loss: 0.031174 | val_loss: 0.0311829 | Time: 7967.73 ms [2022-02-01 20:00:08 main:574] : INFO : Epoch 1831 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 8547.38 ms [2022-02-01 20:00:16 main:574] : INFO : Epoch 1832 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 8110.9 ms [2022-02-01 20:00:24 main:574] : INFO : Epoch 1833 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 8091.56 ms [2022-02-01 20:00:32 main:574] : INFO : Epoch 1834 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 8090.87 ms [2022-02-01 20:00:40 main:574] : INFO : Epoch 1835 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 8088.06 ms [2022-02-01 20:00:48 main:574] : INFO : Epoch 1836 | loss: 0.0311748 | val_loss: 0.031179 | Time: 8255.76 ms [2022-02-01 20:00:57 main:574] : INFO : Epoch 1837 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 8119.31 ms [2022-02-01 20:01:05 main:574] : INFO : Epoch 1838 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 8246.8 ms [2022-02-01 20:01:14 main:574] : INFO : Epoch 1839 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 8934.5 ms [2022-02-01 20:01:22 main:574] : INFO : Epoch 1840 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 8187.34 ms [2022-02-01 20:01:31 main:574] : INFO : Epoch 1841 | loss: 0.031175 | val_loss: 0.0311813 | Time: 8452.49 ms [2022-02-01 20:01:39 main:574] : INFO : Epoch 1842 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 8320.82 ms [2022-02-01 20:01:47 main:574] : INFO : Epoch 1843 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 8145.84 ms [2022-02-01 20:01:55 main:574] : INFO : Epoch 1844 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 8183.33 ms [2022-02-01 20:02:05 main:574] : INFO : Epoch 1845 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 9049.56 ms [2022-02-01 20:02:14 main:574] : INFO : Epoch 1846 | loss: 0.031175 | val_loss: 0.0311801 | Time: 8874.16 ms [2022-02-01 20:02:22 main:574] : INFO : Epoch 1847 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 8396.39 ms [2022-02-01 20:02:31 main:574] : INFO : Epoch 1848 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 8187.66 ms [2022-02-01 20:02:39 main:574] : INFO : Epoch 1849 | loss: 0.031174 | val_loss: 0.0311796 | Time: 8185.81 ms [2022-02-01 20:02:47 main:574] : INFO : Epoch 1850 | loss: 0.031176 | val_loss: 0.031179 | Time: 8057.74 ms [2022-02-01 20:02:55 main:574] : INFO : Epoch 1851 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 8343.76 ms [2022-02-01 20:03:04 main:574] : INFO : Epoch 1852 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 8694.01 ms [2022-02-01 20:03:12 main:574] : INFO : Epoch 1853 | loss: 0.0311769 | val_loss: 0.0311892 | Time: 8220.96 ms [2022-02-01 20:03:21 main:574] : INFO : Epoch 1854 | loss: 0.0311832 | val_loss: 0.0311801 | Time: 8504.38 ms [2022-02-01 20:03:29 main:574] : INFO : Epoch 1855 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 8115.73 ms [2022-02-01 20:03:38 main:574] : INFO : Epoch 1856 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 8325.02 ms [2022-02-01 20:03:46 main:574] : INFO : Epoch 1857 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 8559.76 ms [2022-02-01 20:03:55 main:574] : INFO : Epoch 1858 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 8696.77 ms [2022-02-01 20:04:03 main:574] : INFO : Epoch 1859 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 8342.71 ms [2022-02-01 20:04:12 main:574] : INFO : Epoch 1860 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 8520.47 ms [2022-02-01 20:04:21 main:574] : INFO : Epoch 1861 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 8651.82 ms [2022-02-01 20:04:29 main:574] : INFO : Epoch 1862 | loss: 0.031186 | val_loss: 0.0311991 | Time: 8368.21 ms [2022-02-01 20:04:37 main:574] : INFO : Epoch 1863 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 8359.16 ms [2022-02-01 20:04:46 main:574] : INFO : Epoch 1864 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 8068.31 ms [2022-02-01 20:04:54 main:574] : INFO : Epoch 1865 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 8483.1 ms [2022-02-01 20:05:03 main:574] : INFO : Epoch 1866 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 9250.42 ms [2022-02-01 20:05:12 main:574] : INFO : Epoch 1867 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 8141.47 ms [2022-02-01 20:05:20 main:574] : INFO : Epoch 1868 | loss: 0.0311739 | val_loss: 0.0311837 | Time: 8501.85 ms [2022-02-01 20:05:29 main:574] : INFO : Epoch 1869 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 8547.22 ms [2022-02-01 20:05:38 main:574] : INFO : Epoch 1870 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 9214.22 ms [2022-02-01 20:05:47 main:574] : INFO : Epoch 1871 | loss: 0.0311763 | val_loss: 0.0311817 | Time: 8796.12 ms [2022-02-01 20:05:55 main:574] : INFO : Epoch 1872 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 8084.51 ms [2022-02-01 20:06:03 main:574] : INFO : Epoch 1873 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 8293.07 ms [2022-02-01 20:06:12 main:574] : INFO : Epoch 1874 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 8392.18 ms [2022-02-01 20:06:21 main:574] : INFO : Epoch 1875 | loss: 0.0311754 | val_loss: 0.03118 | Time: 8608.46 ms [2022-02-01 20:06:30 main:574] : INFO : Epoch 1876 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 9798.29 ms [2022-02-01 20:06:40 main:574] : INFO : Epoch 1877 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 9689.23 ms [2022-02-01 20:06:50 main:574] : INFO : Epoch 1878 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 9402.73 ms [2022-02-01 20:06:58 main:574] : INFO : Epoch 1879 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 8626.87 ms [2022-02-01 20:07:07 main:574] : INFO : Epoch 1880 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 8634.02 ms [2022-02-01 20:07:16 main:574] : INFO : Epoch 1881 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 8621.81 ms [2022-02-01 20:07:25 main:574] : INFO : Epoch 1882 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 9369.22 ms [2022-02-01 20:07:34 main:574] : INFO : Epoch 1883 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 9105.98 ms [2022-02-01 20:07:44 main:574] : INFO : Epoch 1884 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 10031.4 ms [2022-02-01 20:07:54 main:574] : INFO : Epoch 1885 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 10025.9 ms [2022-02-01 20:08:04 main:574] : INFO : Epoch 1886 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 9610.3 ms [2022-02-01 20:08:14 main:574] : INFO : Epoch 1887 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 9563.12 ms [2022-02-01 20:08:24 main:574] : INFO : Epoch 1888 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 10216.4 ms [2022-02-01 20:08:33 main:574] : INFO : Epoch 1889 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 9157.02 ms [2022-02-01 20:08:42 main:574] : INFO : Epoch 1890 | loss: 0.0311749 | val_loss: 0.0311895 | Time: 9068.96 ms [2022-02-01 20:08:52 main:574] : INFO : Epoch 1891 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 9186.64 ms [2022-02-01 20:09:01 main:574] : INFO : Epoch 1892 | loss: 0.0311753 | val_loss: 0.03118 | Time: 9170.39 ms [2022-02-01 20:09:10 main:574] : INFO : Epoch 1893 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 9262.82 ms [2022-02-01 20:09:19 main:574] : INFO : Epoch 1894 | loss: 0.0311752 | val_loss: 0.031182 | Time: 8891.98 ms [2022-02-01 20:09:28 main:574] : INFO : Epoch 1895 | loss: 0.031179 | val_loss: 0.0311797 | Time: 9298.41 ms [2022-02-01 20:09:38 main:574] : INFO : Epoch 1896 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 9119.39 ms [2022-02-01 20:09:47 main:574] : INFO : Epoch 1897 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 9323.04 ms [2022-02-01 20:09:57 main:574] : INFO : Epoch 1898 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 9627.93 ms [2022-02-01 20:10:06 main:574] : INFO : Epoch 1899 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 9436.6 ms [2022-02-01 20:10:15 main:574] : INFO : Epoch 1900 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 8951.72 ms [2022-02-01 20:10:24 main:574] : INFO : Epoch 1901 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 9144.8 ms [2022-02-01 20:10:33 main:574] : INFO : Epoch 1902 | loss: 0.0311765 | val_loss: 0.031181 | Time: 8959.97 ms [2022-02-01 20:10:42 main:574] : INFO : Epoch 1903 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 9017.26 ms [2022-02-01 20:10:52 main:574] : INFO : Epoch 1904 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 9234.35 ms [2022-02-01 20:11:01 main:574] : INFO : Epoch 1905 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 9147.56 ms [2022-02-01 20:11:10 main:574] : INFO : Epoch 1906 | loss: 0.0311767 | val_loss: 0.0311926 | Time: 9254.49 ms [2022-02-01 20:11:19 main:574] : INFO : Epoch 1907 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 9139.25 ms [2022-02-01 20:11:29 main:574] : INFO : Epoch 1908 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 9773.97 ms [2022-02-01 20:11:39 main:574] : INFO : Epoch 1909 | loss: 0.031175 | val_loss: 0.031181 | Time: 9305.59 ms [2022-02-01 20:11:48 main:574] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 9710.31 ms [2022-02-01 20:11:58 main:574] : INFO : Epoch 1911 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 9112.12 ms [2022-02-01 20:12:07 main:574] : INFO : Epoch 1912 | loss: 0.0311791 | val_loss: 0.0311813 | Time: 9140.8 ms [2022-02-01 20:12:16 main:574] : INFO : Epoch 1913 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 8956.79 ms [2022-02-01 20:12:25 main:574] : INFO : Epoch 1914 | loss: 0.0311752 | val_loss: 0.031181 | Time: 9211.7 ms [2022-02-01 20:12:34 main:574] : INFO : Epoch 1915 | loss: 0.031178 | val_loss: 0.0311806 | Time: 9048.91 ms [2022-02-01 20:12:43 main:574] : INFO : Epoch 1916 | loss: 0.031175 | val_loss: 0.0311788 | Time: 9077.68 ms [2022-02-01 20:12:53 main:574] : INFO : Epoch 1917 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 9321.77 ms [2022-02-01 20:13:02 main:574] : INFO : Epoch 1918 | loss: 0.031178 | val_loss: 0.0311905 | Time: 9262.54 ms [2022-02-01 20:13:11 main:574] : INFO : Epoch 1919 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 9215.9 ms [2022-02-01 20:13:20 main:574] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 9153.18 ms [2022-02-01 20:13:30 main:574] : INFO : Epoch 1921 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 9470.18 ms [2022-02-01 20:13:40 main:574] : INFO : Epoch 1922 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 9590.69 ms [2022-02-01 20:13:49 main:574] : INFO : Epoch 1923 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 9353.34 ms [2022-02-01 20:13:59 main:574] : INFO : Epoch 1924 | loss: 0.0311758 | val_loss: 0.031182 | Time: 9269.05 ms [2022-02-01 20:14:08 main:574] : INFO : Epoch 1925 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 9107.52 ms [2022-02-01 20:14:17 main:574] : INFO : Epoch 1926 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 8975.85 ms [2022-02-01 20:14:26 main:574] : INFO : Epoch 1927 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 9187 ms [2022-02-01 20:14:35 main:574] : INFO : Epoch 1928 | loss: 0.0311741 | val_loss: 0.03118 | Time: 9140.01 ms [2022-02-01 20:14:44 main:574] : INFO : Epoch 1929 | loss: 0.031174 | val_loss: 0.0311813 | Time: 9060.87 ms [2022-02-01 20:14:54 main:574] : INFO : Epoch 1930 | loss: 0.0311738 | val_loss: 0.03118 | Time: 9192.47 ms [2022-02-01 20:15:03 main:574] : INFO : Epoch 1931 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 9142.52 ms [2022-02-01 20:15:12 main:574] : INFO : Epoch 1932 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 8926.68 ms [2022-02-01 20:15:21 main:574] : INFO : Epoch 1933 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 9385.76 ms [2022-02-01 20:15:30 main:574] : INFO : Epoch 1934 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 9000.12 ms [2022-02-01 20:15:40 main:574] : INFO : Epoch 1935 | loss: 0.0311742 | val_loss: 0.031179 | Time: 10041.1 ms [2022-02-01 20:15:50 main:574] : INFO : Epoch 1936 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 9480.52 ms [2022-02-01 20:16:00 main:574] : INFO : Epoch 1937 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 9727.48 ms [2022-02-01 20:16:09 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 9485.75 ms [2022-02-01 20:16:19 main:574] : INFO : Epoch 1939 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 9370.64 ms [2022-02-01 20:16:28 main:574] : INFO : Epoch 1940 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 9060.26 ms [2022-02-01 20:16:37 main:574] : INFO : Epoch 1941 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 9277.58 ms [2022-02-01 20:16:47 main:574] : INFO : Epoch 1942 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 9217.63 ms [2022-02-01 20:16:56 main:574] : INFO : Epoch 1943 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 9091.68 ms [2022-02-01 20:17:05 main:574] : INFO : Epoch 1944 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 9104.42 ms [2022-02-01 20:17:14 main:574] : INFO : Epoch 1945 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 9158.68 ms [2022-02-01 20:17:24 main:574] : INFO : Epoch 1946 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 9355.2 ms [2022-02-01 20:17:33 main:574] : INFO : Epoch 1947 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 9184.72 ms [2022-02-01 20:17:43 main:574] : INFO : Epoch 1948 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 9733.02 ms [2022-02-01 20:17:52 main:574] : INFO : Epoch 1949 | loss: 0.031174 | val_loss: 0.0311787 | Time: 9231.91 ms [2022-02-01 20:18:01 main:574] : INFO : Epoch 1950 | loss: 0.0311735 | val_loss: 0.03118 | Time: 9247.29 ms [2022-02-01 20:18:11 main:574] : INFO : Epoch 1951 | loss: 0.031175 | val_loss: 0.0311799 | Time: 9263.55 ms [2022-02-01 20:18:20 main:574] : INFO : Epoch 1952 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 9280.07 ms [2022-02-01 20:18:29 main:574] : INFO : Epoch 1953 | loss: 0.031174 | val_loss: 0.0311794 | Time: 8987.08 ms [2022-02-01 20:18:38 main:574] : INFO : Epoch 1954 | loss: 0.031176 | val_loss: 0.0311787 | Time: 8979.84 ms [2022-02-01 20:18:47 main:574] : INFO : Epoch 1955 | loss: 0.0311774 | val_loss: 0.0311948 | Time: 9165.51 ms [2022-02-01 20:18:56 main:574] : INFO : Epoch 1956 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 9182.09 ms [2022-02-01 20:19:05 main:574] : INFO : Epoch 1957 | loss: 0.0311863 | val_loss: 0.0311852 | Time: 9041.39 ms [2022-02-01 20:19:15 main:574] : INFO : Epoch 1958 | loss: 0.031186 | val_loss: 0.0311844 | Time: 9183.42 ms [2022-02-01 20:19:24 main:574] : INFO : Epoch 1959 | loss: 0.0311839 | val_loss: 0.0311829 | Time: 9078.28 ms [2022-02-01 20:19:33 main:574] : INFO : Epoch 1960 | loss: 0.031182 | val_loss: 0.0311911 | Time: 9177.49 ms [2022-02-01 20:19:42 main:574] : INFO : Epoch 1961 | loss: 0.0311827 | val_loss: 0.031183 | Time: 9339.61 ms [2022-02-01 20:19:51 main:574] : INFO : Epoch 1962 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 8874.76 ms [2022-02-01 20:20:01 main:574] : INFO : Epoch 1963 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 9306.44 ms [2022-02-01 20:20:10 main:574] : INFO : Epoch 1964 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 9171.9 ms [2022-02-01 20:20:19 main:574] : INFO : Epoch 1965 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 9405.61 ms [2022-02-01 20:20:29 main:574] : INFO : Epoch 1966 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 9033.32 ms [2022-02-01 20:20:37 main:574] : INFO : Epoch 1967 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 8774.78 ms [2022-02-01 20:20:46 main:574] : INFO : Epoch 1968 | loss: 0.0311836 | val_loss: 0.0311842 | Time: 8229.29 ms [2022-02-01 20:20:54 main:574] : INFO : Epoch 1969 | loss: 0.031184 | val_loss: 0.0311841 | Time: 8485 ms [2022-02-01 20:21:03 main:574] : INFO : Epoch 1970 | loss: 0.0311822 | val_loss: 0.031185 | Time: 9126.86 ms [2022-02-01 20:21:12 main:574] : INFO : Epoch 1971 | loss: 0.0311826 | val_loss: 0.031186 | Time: 8497.21 ms [2022-02-01 20:21:20 main:574] : INFO : Epoch 1972 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 8491.32 ms [2022-02-01 20:21:29 main:574] : INFO : Epoch 1973 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 8479.59 ms [2022-02-01 20:21:38 main:574] : INFO : Epoch 1974 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 8866.35 ms [2022-02-01 20:21:46 main:574] : INFO : Epoch 1975 | loss: 0.0311801 | val_loss: 0.0311885 | Time: 8240.36 ms [2022-02-01 20:21:55 main:574] : INFO : Epoch 1976 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 8624.13 ms [2022-02-01 20:22:03 main:574] : INFO : Epoch 1977 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 8253.34 ms [2022-02-01 20:22:12 main:574] : INFO : Epoch 1978 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 8447.87 ms [2022-02-01 20:22:20 main:574] : INFO : Epoch 1979 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 8485.4 ms [2022-02-01 20:22:29 main:574] : INFO : Epoch 1980 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 8345.74 ms [2022-02-01 20:22:37 main:574] : INFO : Epoch 1981 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 8237.24 ms [2022-02-01 20:22:45 main:574] : INFO : Epoch 1982 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 8381.62 ms [2022-02-01 20:22:54 main:574] : INFO : Epoch 1983 | loss: 0.031179 | val_loss: 0.0311827 | Time: 8344.7 ms [2022-02-01 20:23:02 main:574] : INFO : Epoch 1984 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 8411.3 ms [2022-02-01 20:23:11 main:574] : INFO : Epoch 1985 | loss: 0.03118 | val_loss: 0.0311832 | Time: 8466.47 ms [2022-02-01 20:23:19 main:574] : INFO : Epoch 1986 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 7977.68 ms [2022-02-01 20:23:28 main:574] : INFO : Epoch 1987 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 8753.44 ms [2022-02-01 20:23:37 main:574] : INFO : Epoch 1988 | loss: 0.0311919 | val_loss: 0.0311861 | Time: 8830.85 ms [2022-02-01 20:23:45 main:574] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 8390.65 ms [2022-02-01 20:23:54 main:574] : INFO : Epoch 1990 | loss: 0.031191 | val_loss: 0.0311862 | Time: 8479.73 ms [2022-02-01 20:24:02 main:574] : INFO : Epoch 1991 | loss: 0.031189 | val_loss: 0.0311863 | Time: 8591.48 ms [2022-02-01 20:24:11 main:574] : INFO : Epoch 1992 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 8454.95 ms [2022-02-01 20:24:19 main:574] : INFO : Epoch 1993 | loss: 0.0311945 | val_loss: 0.031192 | Time: 8202.37 ms [2022-02-01 20:24:27 main:574] : INFO : Epoch 1994 | loss: 0.0311908 | val_loss: 0.031189 | Time: 8182.4 ms [2022-02-01 20:24:36 main:574] : INFO : Epoch 1995 | loss: 0.0311883 | val_loss: 0.0311872 | Time: 8317.16 ms [2022-02-01 20:24:44 main:574] : INFO : Epoch 1996 | loss: 0.0311873 | val_loss: 0.031187 | Time: 7999.14 ms [2022-02-01 20:24:52 main:574] : INFO : Epoch 1997 | loss: 0.0311885 | val_loss: 0.0311873 | Time: 8207.46 ms [2022-02-01 20:25:00 main:574] : INFO : Epoch 1998 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 8432.16 ms [2022-02-01 20:25:09 main:574] : INFO : Epoch 1999 | loss: 0.031188 | val_loss: 0.0311874 | Time: 8187.45 ms [2022-02-01 20:25:17 main:574] : INFO : Epoch 2000 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 8221.94 ms [2022-02-01 20:25:25 main:574] : INFO : Epoch 2001 | loss: 0.0311894 | val_loss: 0.0311889 | Time: 8356.37 ms [2022-02-01 20:25:34 main:574] : INFO : Epoch 2002 | loss: 0.0311871 | val_loss: 0.0311865 | Time: 8261.98 ms [2022-02-01 20:25:42 main:574] : INFO : Epoch 2003 | loss: 0.0311884 | val_loss: 0.0311995 | Time: 8158.09 ms [2022-02-01 20:25:50 main:574] : INFO : Epoch 2004 | loss: 0.0311879 | val_loss: 0.0311879 | Time: 8469.84 ms [2022-02-01 20:25:59 main:574] : INFO : Epoch 2005 | loss: 0.0311861 | val_loss: 0.0311866 | Time: 8517.45 ms [2022-02-01 20:26:08 main:574] : INFO : Epoch 2006 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 8554.06 ms [2022-02-01 20:26:16 main:574] : INFO : Epoch 2007 | loss: 0.0311878 | val_loss: 0.0311939 | Time: 8460.04 ms [2022-02-01 20:26:25 main:574] : INFO : Epoch 2008 | loss: 0.031187 | val_loss: 0.0311862 | Time: 8346.15 ms [2022-02-01 20:26:33 main:574] : INFO : Epoch 2009 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 7970.87 ms [2022-02-01 20:26:41 main:574] : INFO : Epoch 2010 | loss: 0.0311858 | val_loss: 0.0311861 | Time: 8220.02 ms [2022-02-01 20:26:49 main:574] : INFO : Epoch 2011 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 8201.29 ms [2022-02-01 20:26:58 main:574] : INFO : Epoch 2012 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 8629.19 ms [2022-02-01 20:27:06 main:574] : INFO : Epoch 2013 | loss: 0.0311877 | val_loss: 0.0311877 | Time: 8345.92 ms [2022-02-01 20:27:15 main:574] : INFO : Epoch 2014 | loss: 0.0311914 | val_loss: 0.031187 | Time: 8332.23 ms [2022-02-01 20:27:23 main:574] : INFO : Epoch 2015 | loss: 0.031188 | val_loss: 0.0311894 | Time: 8047.88 ms [2022-02-01 20:27:31 main:574] : INFO : Epoch 2016 | loss: 0.0311889 | val_loss: 0.0311857 | Time: 8356.13 ms [2022-02-01 20:27:40 main:574] : INFO : Epoch 2017 | loss: 0.0311856 | val_loss: 0.0311863 | Time: 8601.53 ms [2022-02-01 20:27:48 main:574] : INFO : Epoch 2018 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 8222.91 ms [2022-02-01 20:27:57 main:574] : INFO : Epoch 2019 | loss: 0.0311856 | val_loss: 0.0311909 | Time: 8963.57 ms [2022-02-01 20:28:05 main:574] : INFO : Epoch 2020 | loss: 0.0311848 | val_loss: 0.0311855 | Time: 8051.69 ms [2022-02-01 20:28:14 main:574] : INFO : Epoch 2021 | loss: 0.0311854 | val_loss: 0.0311857 | Time: 8243.96 ms [2022-02-01 20:28:22 main:574] : INFO : Epoch 2022 | loss: 0.031185 | val_loss: 0.0311874 | Time: 8246.2 ms [2022-02-01 20:28:30 main:574] : INFO : Epoch 2023 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 8335.7 ms [2022-02-01 20:28:39 main:574] : INFO : Epoch 2024 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 8212.14 ms [2022-02-01 20:28:47 main:574] : INFO : Epoch 2025 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 8235.79 ms [2022-02-01 20:28:55 main:574] : INFO : Epoch 2026 | loss: 0.0311891 | val_loss: 0.0311949 | Time: 8520.11 ms [2022-02-01 20:29:04 main:574] : INFO : Epoch 2027 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 8415.42 ms [2022-02-01 20:29:12 main:574] : INFO : Epoch 2028 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 8504.22 ms [2022-02-01 20:29:21 main:574] : INFO : Epoch 2029 | loss: 0.0311862 | val_loss: 0.031187 | Time: 8377.67 ms [2022-02-01 20:29:29 main:574] : INFO : Epoch 2030 | loss: 0.0311843 | val_loss: 0.0311889 | Time: 8243.22 ms [2022-02-01 20:29:38 main:574] : INFO : Epoch 2031 | loss: 0.031185 | val_loss: 0.0311876 | Time: 8288.57 ms [2022-02-01 20:29:46 main:574] : INFO : Epoch 2032 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 8511.32 ms [2022-02-01 20:29:55 main:574] : INFO : Epoch 2033 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 8737.32 ms [2022-02-01 20:30:03 main:574] : INFO : Epoch 2034 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 8229.16 ms [2022-02-01 20:30:13 main:574] : INFO : Epoch 2035 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 9183.24 ms [2022-02-01 20:30:21 main:574] : INFO : Epoch 2036 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 8287.74 ms [2022-02-01 20:30:29 main:574] : INFO : Epoch 2037 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 8211.06 ms [2022-02-01 20:30:38 main:574] : INFO : Epoch 2038 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 8354.2 ms [2022-02-01 20:30:46 main:574] : INFO : Epoch 2039 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 8425.26 ms [2022-02-01 20:30:54 main:574] : INFO : Epoch 2040 | loss: 0.0311871 | val_loss: 0.0311974 | Time: 8051.54 ms [2022-02-01 20:31:03 main:574] : INFO : Epoch 2041 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 8381.8 ms [2022-02-01 20:31:11 main:574] : INFO : Epoch 2042 | loss: 0.0311843 | val_loss: 0.0311866 | Time: 8318.98 ms [2022-02-01 20:31:19 main:574] : INFO : Epoch 2043 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 8177.75 ms [2022-02-01 20:31:27 main:574] : INFO : Epoch 2044 | loss: 0.0311846 | val_loss: 0.031186 | Time: 8209.78 ms [2022-02-01 20:31:36 main:574] : INFO : Epoch 2045 | loss: 0.0311847 | val_loss: 0.031187 | Time: 8207.78 ms [2022-02-01 20:31:45 main:574] : INFO : Epoch 2046 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 8983.43 ms [2022-02-01 20:31:53 main:574] : INFO : Epoch 2047 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 8404.79 ms [2022-02-01 20:32:02 main:574] : INFO : Epoch 2048 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 8447.41 ms [2022-02-01 20:32:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311855 [2022-02-01 20:32:02 main:603] : INFO : Saving end state to config to file [2022-02-01 20:32:02 main:608] : INFO : Success, exiting.. 20:32:02 (8660): 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)