Task 8865622
| Name | ParityModified-1636177477-7513-1_0 |
| Workunit | 6332235 |
| Created | 11 Nov 2021, 4:28:52 UTC |
| Sent | 18 Nov 2021, 10:31:19 UTC |
| Report deadline | 25 Nov 2021, 10:31:19 UTC |
| Received | 19 Nov 2021, 2:09:43 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 12 sec |
| CPU time | 1 hours 14 min 54 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2021-11-19 02:50:20 main:574] : INFO : Epoch 1526 | loss: 0.0311779 | val_loss: 0.0311841 | Time: 2172.96 ms [2021-11-19 02:50:22 main:574] : INFO : Epoch 1527 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 2190.95 ms [2021-11-19 02:50:24 main:574] : INFO : Epoch 1528 | loss: 0.0311786 | val_loss: 0.0311846 | Time: 2188.77 ms [2021-11-19 02:50:26 main:574] : INFO : Epoch 1529 | loss: 0.0311782 | val_loss: 0.0311872 | Time: 2210.26 ms [2021-11-19 02:50:28 main:574] : INFO : Epoch 1530 | loss: 0.0311797 | val_loss: 0.0311865 | Time: 2180.02 ms [2021-11-19 02:50:31 main:574] : INFO : Epoch 1531 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2189.12 ms [2021-11-19 02:50:33 main:574] : INFO : Epoch 1532 | loss: 0.03118 | val_loss: 0.0311851 | Time: 2204.85 ms [2021-11-19 02:50:35 main:574] : INFO : Epoch 1533 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 2194.01 ms [2021-11-19 02:50:37 main:574] : INFO : Epoch 1534 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 2172.21 ms [2021-11-19 02:50:39 main:574] : INFO : Epoch 1535 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 2230.89 ms [2021-11-19 02:50:42 main:574] : INFO : Epoch 1536 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 2174.56 ms [2021-11-19 02:50:44 main:574] : INFO : Epoch 1537 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 2221.97 ms [2021-11-19 02:50:46 main:574] : INFO : Epoch 1538 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 2185.04 ms [2021-11-19 02:50:48 main:574] : INFO : Epoch 1539 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 2187.38 ms [2021-11-19 02:50:50 main:574] : INFO : Epoch 1540 | loss: 0.0311772 | val_loss: 0.0311866 | Time: 2198.67 ms [2021-11-19 02:50:53 main:574] : INFO : Epoch 1541 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 2197.84 ms [2021-11-19 02:50:55 main:574] : INFO : Epoch 1542 | loss: 0.0311792 | val_loss: 0.0311858 | Time: 2190.85 ms [2021-11-19 02:50:57 main:574] : INFO : Epoch 1543 | loss: 0.0311787 | val_loss: 0.0311854 | Time: 2190.85 ms [2021-11-19 02:50:59 main:574] : INFO : Epoch 1544 | loss: 0.0311789 | val_loss: 0.0311878 | Time: 2160.23 ms [2021-11-19 02:51:01 main:574] : INFO : Epoch 1545 | loss: 0.0311789 | val_loss: 0.0311854 | Time: 2193.4 ms [2021-11-19 02:51:03 main:574] : INFO : Epoch 1546 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 2174.2 ms [2021-11-19 02:51:06 main:574] : INFO : Epoch 1547 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 2217.12 ms [2021-11-19 02:51:08 main:574] : INFO : Epoch 1548 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 2180.27 ms [2021-11-19 02:51:10 main:574] : INFO : Epoch 1549 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 2196.21 ms [2021-11-19 02:51:12 main:574] : INFO : Epoch 1550 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 2234.72 ms [2021-11-19 02:51:15 main:574] : INFO : Epoch 1551 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 2196.91 ms [2021-11-19 02:51:17 main:574] : INFO : Epoch 1552 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 2195.14 ms [2021-11-19 02:51:19 main:574] : INFO : Epoch 1553 | loss: 0.0311792 | val_loss: 0.031184 | Time: 2179.38 ms [2021-11-19 02:51:21 main:574] : INFO : Epoch 1554 | loss: 0.031178 | val_loss: 0.0311857 | Time: 2191.23 ms [2021-11-19 02:51:23 main:574] : INFO : Epoch 1555 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 2191.39 ms [2021-11-19 02:51:25 main:574] : INFO : Epoch 1556 | loss: 0.0311779 | val_loss: 0.0311879 | Time: 2187.96 ms [2021-11-19 02:51:28 main:574] : INFO : Epoch 1557 | loss: 0.0311788 | val_loss: 0.031187 | Time: 2196.88 ms [2021-11-19 02:51:30 main:574] : INFO : Epoch 1558 | loss: 0.0311771 | val_loss: 0.0311872 | Time: 2202.14 ms [2021-11-19 02:51:32 main:574] : INFO : Epoch 1559 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2169.21 ms [2021-11-19 02:51:34 main:574] : INFO : Epoch 1560 | loss: 0.0311762 | val_loss: 0.031185 | Time: 2190.46 ms [2021-11-19 02:51:36 main:574] : INFO : Epoch 1561 | loss: 0.0311772 | val_loss: 0.031185 | Time: 2198.09 ms [2021-11-19 02:51:39 main:574] : INFO : Epoch 1562 | loss: 0.0311773 | val_loss: 0.0311859 | Time: 2221.65 ms [2021-11-19 02:51:41 main:574] : INFO : Epoch 1563 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 2182.64 ms [2021-11-19 02:51:43 main:574] : INFO : Epoch 1564 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 2185.54 ms [2021-11-19 02:51:45 main:574] : INFO : Epoch 1565 | loss: 0.0311772 | val_loss: 0.0311855 | Time: 2160.48 ms [2021-11-19 02:51:47 main:574] : INFO : Epoch 1566 | loss: 0.031177 | val_loss: 0.0311882 | Time: 2195.4 ms [2021-11-19 02:51:50 main:574] : INFO : Epoch 1567 | loss: 0.0311781 | val_loss: 0.0311901 | Time: 2151.75 ms [2021-11-19 02:51:52 main:574] : INFO : Epoch 1568 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 2197.63 ms [2021-11-19 02:51:54 main:574] : INFO : Epoch 1569 | loss: 0.0311775 | val_loss: 0.031185 | Time: 2187.21 ms [2021-11-19 02:51:56 main:574] : INFO : Epoch 1570 | loss: 0.0311757 | val_loss: 0.0311857 | Time: 2208.23 ms [2021-11-19 02:51:58 main:574] : INFO : Epoch 1571 | loss: 0.0311758 | val_loss: 0.0311858 | Time: 2207.14 ms [2021-11-19 02:52:01 main:574] : INFO : Epoch 1572 | loss: 0.0311757 | val_loss: 0.0311839 | Time: 2211.92 ms [2021-11-19 02:52:03 main:574] : INFO : Epoch 1573 | loss: 0.0311849 | val_loss: 0.0311952 | Time: 2211.84 ms [2021-11-19 02:52:05 main:574] : INFO : Epoch 1574 | loss: 0.0311891 | val_loss: 0.0311911 | Time: 2208.56 ms [2021-11-19 02:52:07 main:574] : INFO : Epoch 1575 | loss: 0.0311866 | val_loss: 0.0311857 | Time: 2191.33 ms [2021-11-19 02:52:09 main:574] : INFO : Epoch 1576 | loss: 0.0311837 | val_loss: 0.031188 | Time: 2209.64 ms [2021-11-19 02:52:12 main:574] : INFO : Epoch 1577 | loss: 0.0311827 | val_loss: 0.031185 | Time: 2198.83 ms [2021-11-19 02:52:14 main:574] : INFO : Epoch 1578 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 2167.1 ms [2021-11-19 02:52:16 main:574] : INFO : Epoch 1579 | loss: 0.0311839 | val_loss: 0.031185 | Time: 2211.06 ms [2021-11-19 02:52:18 main:574] : INFO : Epoch 1580 | loss: 0.031182 | val_loss: 0.0311851 | Time: 2183.8 ms [2021-11-19 02:52:20 main:574] : INFO : Epoch 1581 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 2194.68 ms [2021-11-19 02:52:23 main:574] : INFO : Epoch 1582 | loss: 0.0311803 | val_loss: 0.0311838 | Time: 2193.35 ms [2021-11-19 02:52:25 main:574] : INFO : Epoch 1583 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 2197.78 ms [2021-11-19 02:52:27 main:574] : INFO : Epoch 1584 | loss: 0.031182 | val_loss: 0.0311863 | Time: 2168.98 ms [2021-11-19 02:52:29 main:574] : INFO : Epoch 1585 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 2203.78 ms [2021-11-19 02:52:31 main:574] : INFO : Epoch 1586 | loss: 0.03118 | val_loss: 0.0311862 | Time: 2171.72 ms [2021-11-19 02:52:34 main:574] : INFO : Epoch 1587 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2189.45 ms [2021-11-19 02:52:36 main:574] : INFO : Epoch 1588 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 2210.73 ms [2021-11-19 02:52:38 main:574] : INFO : Epoch 1589 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 2194.17 ms [2021-11-19 02:52:40 main:574] : INFO : Epoch 1590 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 2199.97 ms [2021-11-19 02:52:42 main:574] : INFO : Epoch 1591 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 2220.79 ms [2021-11-19 02:52:45 main:574] : INFO : Epoch 1592 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 2202.72 ms [2021-11-19 02:52:47 main:574] : INFO : Epoch 1593 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 2176.96 ms [2021-11-19 02:52:49 main:574] : INFO : Epoch 1594 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 2196.95 ms [2021-11-19 02:52:51 main:574] : INFO : Epoch 1595 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 2175.5 ms [2021-11-19 02:52:53 main:574] : INFO : Epoch 1596 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 2220.45 ms [2021-11-19 02:52:56 main:574] : INFO : Epoch 1597 | loss: 0.031178 | val_loss: 0.0311843 | Time: 2194.44 ms [2021-11-19 02:52:58 main:574] : INFO : Epoch 1598 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 2208.68 ms [2021-11-19 02:53:00 main:574] : INFO : Epoch 1599 | loss: 0.0311781 | val_loss: 0.031185 | Time: 2205.15 ms [2021-11-19 02:53:02 main:574] : INFO : Epoch 1600 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2187.07 ms [2021-11-19 02:53:04 main:574] : INFO : Epoch 1601 | loss: 0.0311792 | val_loss: 0.031184 | Time: 2197.66 ms [2021-11-19 02:53:07 main:574] : INFO : Epoch 1602 | loss: 0.0311783 | val_loss: 0.0311862 | Time: 2209.79 ms [2021-11-19 02:53:09 main:574] : INFO : Epoch 1603 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 2202.19 ms [2021-11-19 02:53:11 main:574] : INFO : Epoch 1604 | loss: 0.0311782 | val_loss: 0.0311849 | Time: 2195.33 ms [2021-11-19 02:53:13 main:574] : INFO : Epoch 1605 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 2189.9 ms [2021-11-19 02:53:15 main:574] : INFO : Epoch 1606 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 2219.63 ms [2021-11-19 02:53:18 main:574] : INFO : Epoch 1607 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 2171.28 ms [2021-11-19 02:53:20 main:574] : INFO : Epoch 1608 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 2201.24 ms [2021-11-19 02:53:22 main:574] : INFO : Epoch 1609 | loss: 0.0311816 | val_loss: 0.0311841 | Time: 2185.47 ms [2021-11-19 02:53:24 main:574] : INFO : Epoch 1610 | loss: 0.031181 | val_loss: 0.0311828 | Time: 2198.41 ms [2021-11-19 02:53:26 main:574] : INFO : Epoch 1611 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 2204.17 ms [2021-11-19 02:53:29 main:574] : INFO : Epoch 1612 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 2180.13 ms [2021-11-19 02:53:31 main:574] : INFO : Epoch 1613 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 2197.07 ms [2021-11-19 02:53:33 main:574] : INFO : Epoch 1614 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 2195.36 ms [2021-11-19 02:53:35 main:574] : INFO : Epoch 1615 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 2208.7 ms [2021-11-19 02:53:37 main:574] : INFO : Epoch 1616 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 2159.66 ms [2021-11-19 02:53:40 main:574] : INFO : Epoch 1617 | loss: 0.031179 | val_loss: 0.0311835 | Time: 2210.58 ms [2021-11-19 02:53:42 main:574] : INFO : Epoch 1618 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 2175.77 ms [2021-11-19 02:53:44 main:574] : INFO : Epoch 1619 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 2208.57 ms [2021-11-19 02:53:46 main:574] : INFO : Epoch 1620 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 2170.33 ms [2021-11-19 02:53:48 main:574] : INFO : Epoch 1621 | loss: 0.031178 | val_loss: 0.031184 | Time: 2194.21 ms [2021-11-19 02:53:51 main:574] : INFO : Epoch 1622 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 2204.04 ms [2021-11-19 02:53:53 main:574] : INFO : Epoch 1623 | loss: 0.0311791 | val_loss: 0.0311852 | Time: 2180.49 ms [2021-11-19 02:53:55 main:574] : INFO : Epoch 1624 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 2210.05 ms [2021-11-19 02:53:57 main:574] : INFO : Epoch 1625 | loss: 0.0311813 | val_loss: 0.0311863 | Time: 2207.43 ms [2021-11-19 02:53:59 main:574] : INFO : Epoch 1626 | loss: 0.0311818 | val_loss: 0.0311889 | Time: 2197.41 ms [2021-11-19 02:54:02 main:574] : INFO : Epoch 1627 | loss: 0.031181 | val_loss: 0.0311856 | Time: 2191.6 ms [2021-11-19 02:54:04 main:574] : INFO : Epoch 1628 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 2184.85 ms [2021-11-19 02:54:06 main:574] : INFO : Epoch 1629 | loss: 0.0311795 | val_loss: 0.031186 | Time: 2203.3 ms [2021-11-19 02:54:08 main:574] : INFO : Epoch 1630 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 2197.19 ms [2021-11-19 02:54:10 main:574] : INFO : Epoch 1631 | loss: 0.0311779 | val_loss: 0.0311843 | Time: 2176.9 ms [2021-11-19 02:54:13 main:574] : INFO : Epoch 1632 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 2201.83 ms [2021-11-19 02:54:15 main:574] : INFO : Epoch 1633 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 2223.07 ms [2021-11-19 02:54:17 main:574] : INFO : Epoch 1634 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 2179.41 ms [2021-11-19 02:54:19 main:574] : INFO : Epoch 1635 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 2206.82 ms [2021-11-19 02:54:21 main:574] : INFO : Epoch 1636 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2224.82 ms [2021-11-19 02:54:24 main:574] : INFO : Epoch 1637 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 2212.31 ms [2021-11-19 02:54:26 main:574] : INFO : Epoch 1638 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 2183.72 ms [2021-11-19 02:54:28 main:574] : INFO : Epoch 1639 | loss: 0.0311781 | val_loss: 0.0311885 | Time: 2181.4 ms [2021-11-19 02:54:30 main:574] : INFO : Epoch 1640 | loss: 0.0311794 | val_loss: 0.031188 | Time: 2171.89 ms [2021-11-19 02:54:32 main:574] : INFO : Epoch 1641 | loss: 0.0311772 | val_loss: 0.0311836 | Time: 2215.01 ms [2021-11-19 02:54:35 main:574] : INFO : Epoch 1642 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 2185.43 ms [2021-11-19 02:54:37 main:574] : INFO : Epoch 1643 | loss: 0.031177 | val_loss: 0.0311831 | Time: 2218.71 ms [2021-11-19 02:54:39 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.031191 | Time: 2227.15 ms [2021-11-19 02:54:41 main:574] : INFO : Epoch 1645 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 2203.62 ms [2021-11-19 02:54:43 main:574] : INFO : Epoch 1646 | loss: 0.0311774 | val_loss: 0.0311826 | Time: 2175.97 ms [2021-11-19 02:54:46 main:574] : INFO : Epoch 1647 | loss: 0.0311769 | val_loss: 0.0311881 | Time: 2172.29 ms [2021-11-19 02:54:48 main:574] : INFO : Epoch 1648 | loss: 0.031177 | val_loss: 0.0311857 | Time: 2196.91 ms [2021-11-19 02:54:50 main:574] : INFO : Epoch 1649 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 2166.18 ms [2021-11-19 02:54:52 main:574] : INFO : Epoch 1650 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 2192.91 ms [2021-11-19 02:54:54 main:574] : INFO : Epoch 1651 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 2186.02 ms [2021-11-19 02:54:56 main:574] : INFO : Epoch 1652 | loss: 0.0311796 | val_loss: 0.0311885 | Time: 2189.81 ms [2021-11-19 02:54:59 main:574] : INFO : Epoch 1653 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 2193.37 ms [2021-11-19 02:55:01 main:574] : INFO : Epoch 1654 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2197.64 ms [2021-11-19 02:55:03 main:574] : INFO : Epoch 1655 | loss: 0.0311792 | val_loss: 0.031186 | Time: 2204.21 ms [2021-11-19 02:55:05 main:574] : INFO : Epoch 1656 | loss: 0.0311809 | val_loss: 0.0311874 | Time: 2199.92 ms [2021-11-19 02:55:07 main:574] : INFO : Epoch 1657 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 2161.23 ms [2021-11-19 02:55:10 main:574] : INFO : Epoch 1658 | loss: 0.0325052 | val_loss: 0.0357121 | Time: 2197.08 ms [2021-11-19 02:55:12 main:574] : INFO : Epoch 1659 | loss: 0.0335267 | val_loss: 0.0318332 | Time: 2189.48 ms [2021-11-19 02:55:14 main:574] : INFO : Epoch 1660 | loss: 0.0314773 | val_loss: 0.0313103 | Time: 2211.05 ms [2021-11-19 02:55:16 main:574] : INFO : Epoch 1661 | loss: 0.0312606 | val_loss: 0.0312356 | Time: 2213.94 ms [2021-11-19 02:55:19 main:574] : INFO : Epoch 1662 | loss: 0.0312237 | val_loss: 0.0312156 | Time: 2218.84 ms [2021-11-19 02:55:21 main:574] : INFO : Epoch 1663 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 2207.88 ms [2021-11-19 02:55:23 main:574] : INFO : Epoch 1664 | loss: 0.03121 | val_loss: 0.0312099 | Time: 2193.07 ms [2021-11-19 02:55:25 main:574] : INFO : Epoch 1665 | loss: 0.0312085 | val_loss: 0.0312087 | Time: 2214.66 ms [2021-11-19 02:55:27 main:574] : INFO : Epoch 1666 | loss: 0.0312083 | val_loss: 0.031208 | Time: 2211.22 ms [2021-11-19 02:55:30 main:574] : INFO : Epoch 1667 | loss: 0.0312073 | val_loss: 0.031208 | Time: 2195.7 ms [2021-11-19 02:55:32 main:574] : INFO : Epoch 1668 | loss: 0.0312073 | val_loss: 0.0312077 | Time: 2165.12 ms [2021-11-19 02:55:34 main:574] : INFO : Epoch 1669 | loss: 0.0312069 | val_loss: 0.0312079 | Time: 2212.01 ms [2021-11-19 02:55:36 main:574] : INFO : Epoch 1670 | loss: 0.0312066 | val_loss: 0.0312096 | Time: 2229.65 ms [2021-11-19 02:55:38 main:574] : INFO : Epoch 1671 | loss: 0.0312068 | val_loss: 0.0312116 | Time: 2194.4 ms [2021-11-19 02:55:41 main:574] : INFO : Epoch 1672 | loss: 0.0312066 | val_loss: 0.0312095 | Time: 2180.13 ms [2021-11-19 02:55:43 main:574] : INFO : Epoch 1673 | loss: 0.0312053 | val_loss: 0.0312061 | Time: 2194.79 ms [2021-11-19 02:55:45 main:574] : INFO : Epoch 1674 | loss: 0.0312038 | val_loss: 0.0312054 | Time: 2215.53 ms [2021-11-19 02:55:47 main:574] : INFO : Epoch 1675 | loss: 0.0312043 | val_loss: 0.0312057 | Time: 2195.87 ms [2021-11-19 02:55:49 main:574] : INFO : Epoch 1676 | loss: 0.0312033 | val_loss: 0.0312047 | Time: 2181.71 ms [2021-11-19 02:55:52 main:574] : INFO : Epoch 1677 | loss: 0.0312025 | val_loss: 0.0312038 | Time: 2200.55 ms [2021-11-19 02:55:54 main:574] : INFO : Epoch 1678 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 2220.55 ms [2021-11-19 02:55:56 main:574] : INFO : Epoch 1679 | loss: 0.0311983 | val_loss: 0.031199 | Time: 2204.65 ms [2021-11-19 02:55:58 main:574] : INFO : Epoch 1680 | loss: 0.031196 | val_loss: 0.0311979 | Time: 2178.17 ms [2021-11-19 02:56:00 main:574] : INFO : Epoch 1681 | loss: 0.031195 | val_loss: 0.0311972 | Time: 2202.51 ms [2021-11-19 02:56:03 main:574] : INFO : Epoch 1682 | loss: 0.0311941 | val_loss: 0.0311965 | Time: 2205.25 ms [2021-11-19 02:56:05 main:574] : INFO : Epoch 1683 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 2205.58 ms [2021-11-19 02:56:07 main:574] : INFO : Epoch 1684 | loss: 0.031193 | val_loss: 0.0311952 | Time: 2180.92 ms [2021-11-19 02:56:09 main:574] : INFO : Epoch 1685 | loss: 0.0311906 | val_loss: 0.0311907 | Time: 2220.09 ms [2021-11-19 02:56:11 main:574] : INFO : Epoch 1686 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 2218.1 ms [2021-11-19 02:56:14 main:574] : INFO : Epoch 1687 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 2187.3 ms [2021-11-19 02:56:16 main:574] : INFO : Epoch 1688 | loss: 0.0311866 | val_loss: 0.0311883 | Time: 2168.74 ms [2021-11-19 02:56:18 main:574] : INFO : Epoch 1689 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 2195.07 ms [2021-11-19 02:56:20 main:574] : INFO : Epoch 1690 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 2203.3 ms [2021-11-19 02:56:22 main:574] : INFO : Epoch 1691 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 2176.41 ms [2021-11-19 02:56:25 main:574] : INFO : Epoch 1692 | loss: 0.0311849 | val_loss: 0.0311879 | Time: 2176.49 ms [2021-11-19 02:56:27 main:574] : INFO : Epoch 1693 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 2220.81 ms [2021-11-19 02:56:29 main:574] : INFO : Epoch 1694 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 2195.3 ms [2021-11-19 02:56:31 main:574] : INFO : Epoch 1695 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 2214.07 ms [2021-11-19 02:56:33 main:574] : INFO : Epoch 1696 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 2174.45 ms [2021-11-19 02:56:36 main:574] : INFO : Epoch 1697 | loss: 0.0311835 | val_loss: 0.031186 | Time: 2212.9 ms [2021-11-19 02:56:38 main:574] : INFO : Epoch 1698 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 2176.29 ms [2021-11-19 02:56:40 main:574] : INFO : Epoch 1699 | loss: 0.0311826 | val_loss: 0.031186 | Time: 2188.97 ms [2021-11-19 02:56:42 main:574] : INFO : Epoch 1700 | loss: 0.0311833 | val_loss: 0.031185 | Time: 2177.33 ms [2021-11-19 02:56:44 main:574] : INFO : Epoch 1701 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 2200.57 ms [2021-11-19 02:56:47 main:574] : INFO : Epoch 1702 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 2202.12 ms [2021-11-19 02:56:49 main:574] : INFO : Epoch 1703 | loss: 0.0311819 | val_loss: 0.0311844 | Time: 2168.31 ms [2021-11-19 02:56:51 main:574] : INFO : Epoch 1704 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 2200.44 ms [2021-11-19 02:56:53 main:574] : INFO : Epoch 1705 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 2229.17 ms [2021-11-19 02:56:55 main:574] : INFO : Epoch 1706 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 2193.41 ms [2021-11-19 02:56:58 main:574] : INFO : Epoch 1707 | loss: 0.0311815 | val_loss: 0.031184 | Time: 2172.15 ms [2021-11-19 02:57:00 main:574] : INFO : Epoch 1708 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 2198.85 ms [2021-11-19 02:57:02 main:574] : INFO : Epoch 1709 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 2186.62 ms [2021-11-19 02:57:04 main:574] : INFO : Epoch 1710 | loss: 0.0311809 | val_loss: 0.0311842 | Time: 2200.13 ms [2021-11-19 02:57:06 main:574] : INFO : Epoch 1711 | loss: 0.0311812 | val_loss: 0.0311836 | Time: 2171.79 ms [2021-11-19 02:57:08 main:574] : INFO : Epoch 1712 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 2208.05 ms [2021-11-19 02:57:11 main:574] : INFO : Epoch 1713 | loss: 0.0311807 | val_loss: 0.031183 | Time: 2189.22 ms [2021-11-19 02:57:13 main:574] : INFO : Epoch 1714 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 2189.66 ms [2021-11-19 02:57:15 main:574] : INFO : Epoch 1715 | loss: 0.031181 | val_loss: 0.0311841 | Time: 2185.94 ms [2021-11-19 02:57:17 main:574] : INFO : Epoch 1716 | loss: 0.0311808 | val_loss: 0.0311842 | Time: 2209.61 ms [2021-11-19 02:57:19 main:574] : INFO : Epoch 1717 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 2188.75 ms [2021-11-19 02:57:22 main:574] : INFO : Epoch 1718 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 2202.49 ms [2021-11-19 02:57:24 main:574] : INFO : Epoch 1719 | loss: 0.03118 | val_loss: 0.031183 | Time: 2182.02 ms [2021-11-19 02:57:26 main:574] : INFO : Epoch 1720 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 2212.44 ms [2021-11-19 02:57:28 main:574] : INFO : Epoch 1721 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 2181.8 ms [2021-11-19 02:57:30 main:574] : INFO : Epoch 1722 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 2197.15 ms [2021-11-19 02:57:33 main:574] : INFO : Epoch 1723 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 2172.19 ms [2021-11-19 02:57:35 main:574] : INFO : Epoch 1724 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 2211.16 ms [2021-11-19 02:57:37 main:574] : INFO : Epoch 1725 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 2166.31 ms [2021-11-19 02:57:39 main:574] : INFO : Epoch 1726 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2170.83 ms [2021-11-19 02:57:41 main:574] : INFO : Epoch 1727 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 2199.49 ms [2021-11-19 02:57:44 main:574] : INFO : Epoch 1728 | loss: 0.0311793 | val_loss: 0.031184 | Time: 2224.75 ms [2021-11-19 02:57:46 main:574] : INFO : Epoch 1729 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 2201.38 ms [2021-11-19 02:57:48 main:574] : INFO : Epoch 1730 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 2210.91 ms [2021-11-19 02:57:50 main:574] : INFO : Epoch 1731 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 2200.03 ms [2021-11-19 02:57:52 main:574] : INFO : Epoch 1732 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 2186.14 ms [2021-11-19 02:57:55 main:574] : INFO : Epoch 1733 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 2171.73 ms [2021-11-19 02:57:57 main:574] : INFO : Epoch 1734 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 2190.08 ms [2021-11-19 02:57:59 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 2185.16 ms [2021-11-19 02:58:01 main:574] : INFO : Epoch 1736 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 2180.1 ms [2021-11-19 02:58:03 main:574] : INFO : Epoch 1737 | loss: 0.0311786 | val_loss: 0.0311846 | Time: 2186.87 ms [2021-11-19 02:58:06 main:574] : INFO : Epoch 1738 | loss: 0.031178 | val_loss: 0.0311836 | Time: 2219.38 ms [2021-11-19 02:58:08 main:574] : INFO : Epoch 1739 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 2219.12 ms [2021-11-19 02:58:10 main:574] : INFO : Epoch 1740 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 2222.01 ms [2021-11-19 02:58:12 main:574] : INFO : Epoch 1741 | loss: 0.0311829 | val_loss: 0.0312012 | Time: 2152.49 ms [2021-11-19 02:58:14 main:574] : INFO : Epoch 1742 | loss: 0.0312126 | val_loss: 0.0312186 | Time: 2182.57 ms [2021-11-19 02:58:17 main:574] : INFO : Epoch 1743 | loss: 0.0312158 | val_loss: 0.0312113 | Time: 2219.2 ms [2021-11-19 02:58:19 main:574] : INFO : Epoch 1744 | loss: 0.0312098 | val_loss: 0.0312092 | Time: 2183.92 ms [2021-11-19 02:58:21 main:574] : INFO : Epoch 1745 | loss: 0.0312074 | val_loss: 0.0312076 | Time: 2186.29 ms [2021-11-19 02:58:23 main:574] : INFO : Epoch 1746 | loss: 0.0312081 | val_loss: 0.0312092 | Time: 2234.96 ms [2021-11-19 02:58:25 main:574] : INFO : Epoch 1747 | loss: 0.0312064 | val_loss: 0.0312032 | Time: 2214.53 ms [2021-11-19 02:58:28 main:574] : INFO : Epoch 1748 | loss: 0.031203 | val_loss: 0.0312015 | Time: 2201.89 ms [2021-11-19 02:58:30 main:574] : INFO : Epoch 1749 | loss: 0.0312004 | val_loss: 0.0311991 | Time: 2172.14 ms [2021-11-19 02:58:32 main:574] : INFO : Epoch 1750 | loss: 0.0311996 | val_loss: 0.0311993 | Time: 2206.09 ms [2021-11-19 02:58:34 main:574] : INFO : Epoch 1751 | loss: 0.0311988 | val_loss: 0.0311976 | Time: 2174.6 ms [2021-11-19 02:58:36 main:574] : INFO : Epoch 1752 | loss: 0.0311981 | val_loss: 0.0311978 | Time: 2205.66 ms [2021-11-19 02:58:39 main:574] : INFO : Epoch 1753 | loss: 0.0311984 | val_loss: 0.0311981 | Time: 2171.68 ms [2021-11-19 02:58:41 main:574] : INFO : Epoch 1754 | loss: 0.0311981 | val_loss: 0.0311978 | Time: 2233.16 ms [2021-11-19 02:58:43 main:574] : INFO : Epoch 1755 | loss: 0.0311971 | val_loss: 0.0311967 | Time: 2166.69 ms [2021-11-19 02:58:45 main:574] : INFO : Epoch 1756 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 2166.71 ms [2021-11-19 02:58:47 main:574] : INFO : Epoch 1757 | loss: 0.0311959 | val_loss: 0.0311971 | Time: 2164.72 ms [2021-11-19 02:58:50 main:574] : INFO : Epoch 1758 | loss: 0.031196 | val_loss: 0.0311959 | Time: 2232.43 ms [2021-11-19 02:58:52 main:574] : INFO : Epoch 1759 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 2189.12 ms [2021-11-19 02:58:54 main:574] : INFO : Epoch 1760 | loss: 0.0311941 | val_loss: 0.0311952 | Time: 2174.32 ms [2021-11-19 02:58:56 main:574] : INFO : Epoch 1761 | loss: 0.0311935 | val_loss: 0.0311964 | Time: 2179.83 ms [2021-11-19 02:58:58 main:574] : INFO : Epoch 1762 | loss: 0.0311937 | val_loss: 0.0311945 | Time: 2201.79 ms [2021-11-19 02:59:00 main:574] : INFO : Epoch 1763 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 2169.66 ms [2021-11-19 02:59:03 main:574] : INFO : Epoch 1764 | loss: 0.0311925 | val_loss: 0.0311949 | Time: 2189.09 ms [2021-11-19 02:59:05 main:574] : INFO : Epoch 1765 | loss: 0.0311931 | val_loss: 0.0311957 | Time: 2208.75 ms [2021-11-19 02:59:07 main:574] : INFO : Epoch 1766 | loss: 0.0311922 | val_loss: 0.0311935 | Time: 2194.9 ms [2021-11-19 02:59:09 main:574] : INFO : Epoch 1767 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 2198.64 ms [2021-11-19 02:59:11 main:574] : INFO : Epoch 1768 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 2184.47 ms [2021-11-19 02:59:14 main:574] : INFO : Epoch 1769 | loss: 0.0311912 | val_loss: 0.0311941 | Time: 2209.28 ms [2021-11-19 02:59:16 main:574] : INFO : Epoch 1770 | loss: 0.031191 | val_loss: 0.0311945 | Time: 2176.81 ms [2021-11-19 02:59:18 main:574] : INFO : Epoch 1771 | loss: 0.0311913 | val_loss: 0.0311934 | Time: 2184.86 ms [2021-11-19 02:59:20 main:574] : INFO : Epoch 1772 | loss: 0.0311908 | val_loss: 0.0311923 | Time: 2187.29 ms [2021-11-19 02:59:22 main:574] : INFO : Epoch 1773 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 2192.62 ms [2021-11-19 02:59:25 main:574] : INFO : Epoch 1774 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 2199.41 ms [2021-11-19 02:59:27 main:574] : INFO : Epoch 1775 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 2172.17 ms [2021-11-19 02:59:29 main:574] : INFO : Epoch 1776 | loss: 0.0311911 | val_loss: 0.031193 | Time: 2194.54 ms [2021-11-19 02:59:31 main:574] : INFO : Epoch 1777 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 2209.75 ms [2021-11-19 02:59:33 main:574] : INFO : Epoch 1778 | loss: 0.0311897 | val_loss: 0.0311919 | Time: 2199.66 ms [2021-11-19 02:59:36 main:574] : INFO : Epoch 1779 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 2185.1 ms [2021-11-19 02:59:38 main:574] : INFO : Epoch 1780 | loss: 0.0311891 | val_loss: 0.0311925 | Time: 2190.5 ms [2021-11-19 02:59:40 main:574] : INFO : Epoch 1781 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 2207.66 ms [2021-11-19 02:59:42 main:574] : INFO : Epoch 1782 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2202.33 ms [2021-11-19 02:59:44 main:574] : INFO : Epoch 1783 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 2174.68 ms [2021-11-19 02:59:47 main:574] : INFO : Epoch 1784 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 2234.7 ms [2021-11-19 02:59:49 main:574] : INFO : Epoch 1785 | loss: 0.0311899 | val_loss: 0.0311926 | Time: 2181.7 ms [2021-11-19 02:59:51 main:574] : INFO : Epoch 1786 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 2201.82 ms [2021-11-19 02:59:53 main:574] : INFO : Epoch 1787 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 2163.75 ms [2021-11-19 02:59:55 main:574] : INFO : Epoch 1788 | loss: 0.031188 | val_loss: 0.0311912 | Time: 2214.34 ms [2021-11-19 02:59:58 main:574] : INFO : Epoch 1789 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 2178.8 ms [2021-11-19 03:00:00 main:574] : INFO : Epoch 1790 | loss: 0.0311885 | val_loss: 0.0311911 | Time: 2174.92 ms [2021-11-19 03:00:02 main:574] : INFO : Epoch 1791 | loss: 0.031188 | val_loss: 0.0311919 | Time: 2190.75 ms [2021-11-19 03:00:04 main:574] : INFO : Epoch 1792 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 2234.32 ms [2021-11-19 03:00:06 main:574] : INFO : Epoch 1793 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 2198.29 ms [2021-11-19 03:00:09 main:574] : INFO : Epoch 1794 | loss: 0.0311876 | val_loss: 0.0311935 | Time: 2190.54 ms [2021-11-19 03:00:11 main:574] : INFO : Epoch 1795 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 2204.85 ms [2021-11-19 03:00:13 main:574] : INFO : Epoch 1796 | loss: 0.0311875 | val_loss: 0.031192 | Time: 2190.88 ms [2021-11-19 03:00:15 main:574] : INFO : Epoch 1797 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2160.34 ms [2021-11-19 03:00:17 main:574] : INFO : Epoch 1798 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 2206.79 ms [2021-11-19 03:00:20 main:574] : INFO : Epoch 1799 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 2202.47 ms [2021-11-19 03:00:22 main:574] : INFO : Epoch 1800 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 2225.38 ms [2021-11-19 03:00:24 main:574] : INFO : Epoch 1801 | loss: 0.0311863 | val_loss: 0.0311911 | Time: 2165.12 ms [2021-11-19 03:00:26 main:574] : INFO : Epoch 1802 | loss: 0.0311868 | val_loss: 0.0311908 | Time: 2197.22 ms [2021-11-19 03:00:28 main:574] : INFO : Epoch 1803 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 2204.29 ms [2021-11-19 03:00:31 main:574] : INFO : Epoch 1804 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 2204.5 ms [2021-11-19 03:00:33 main:574] : INFO : Epoch 1805 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 2171.79 ms [2021-11-19 03:00:35 main:574] : INFO : Epoch 1806 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2206.2 ms [2021-11-19 03:00:37 main:574] : INFO : Epoch 1807 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 2180.15 ms [2021-11-19 03:00:39 main:574] : INFO : Epoch 1808 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 2201.78 ms [2021-11-19 03:00:42 main:574] : INFO : Epoch 1809 | loss: 0.031186 | val_loss: 0.0311907 | Time: 2192.41 ms [2021-11-19 03:00:44 main:574] : INFO : Epoch 1810 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 2234.78 ms [2021-11-19 03:00:46 main:574] : INFO : Epoch 1811 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 2192.9 ms [2021-11-19 03:00:48 main:574] : INFO : Epoch 1812 | loss: 0.031187 | val_loss: 0.0311931 | Time: 2226.96 ms [2021-11-19 03:00:50 main:574] : INFO : Epoch 1813 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2187.57 ms [2021-11-19 03:00:53 main:574] : INFO : Epoch 1814 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 2196.87 ms [2021-11-19 03:00:55 main:574] : INFO : Epoch 1815 | loss: 0.0311861 | val_loss: 0.0311903 | Time: 2176.26 ms [2021-11-19 03:00:57 main:574] : INFO : Epoch 1816 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 2204.48 ms [2021-11-19 03:00:59 main:574] : INFO : Epoch 1817 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 2204.5 ms [2021-11-19 03:01:01 main:574] : INFO : Epoch 1818 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 2216.76 ms [2021-11-19 03:01:04 main:574] : INFO : Epoch 1819 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 2189.2 ms [2021-11-19 03:01:06 main:574] : INFO : Epoch 1820 | loss: 0.0311862 | val_loss: 0.0311918 | Time: 2191.01 ms [2021-11-19 03:01:08 main:574] : INFO : Epoch 1821 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 2194.82 ms [2021-11-19 03:01:10 main:574] : INFO : Epoch 1822 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 2236.3 ms [2021-11-19 03:01:12 main:574] : INFO : Epoch 1823 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 2188.03 ms [2021-11-19 03:01:15 main:574] : INFO : Epoch 1824 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 2203.07 ms [2021-11-19 03:01:17 main:574] : INFO : Epoch 1825 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 2179.52 ms [2021-11-19 03:01:19 main:574] : INFO : Epoch 1826 | loss: 0.0311848 | val_loss: 0.03119 | Time: 2179.08 ms [2021-11-19 03:01:21 main:574] : INFO : Epoch 1827 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 2191.52 ms [2021-11-19 03:01:23 main:574] : INFO : Epoch 1828 | loss: 0.031188 | val_loss: 0.0311907 | Time: 2182.93 ms [2021-11-19 03:01:26 main:574] : INFO : Epoch 1829 | loss: 0.031186 | val_loss: 0.03119 | Time: 2215.94 ms [2021-11-19 03:01:28 main:574] : INFO : Epoch 1830 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 2204.74 ms [2021-11-19 03:01:30 main:574] : INFO : Epoch 1831 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 2190.85 ms [2021-11-19 03:01:32 main:574] : INFO : Epoch 1832 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 2214.86 ms [2021-11-19 03:01:34 main:574] : INFO : Epoch 1833 | loss: 0.0311847 | val_loss: 0.0311892 | Time: 2204.13 ms [2021-11-19 03:01:37 main:574] : INFO : Epoch 1834 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 2200.78 ms [2021-11-19 03:01:39 main:574] : INFO : Epoch 1835 | loss: 0.0311852 | val_loss: 0.031192 | Time: 2195.22 ms [2021-11-19 03:01:41 main:574] : INFO : Epoch 1836 | loss: 0.0311849 | val_loss: 0.0311895 | Time: 2215.34 ms [2021-11-19 03:01:43 main:574] : INFO : Epoch 1837 | loss: 0.031185 | val_loss: 0.0311901 | Time: 2201.05 ms [2021-11-19 03:01:45 main:574] : INFO : Epoch 1838 | loss: 0.0311851 | val_loss: 0.0311884 | Time: 2185.34 ms [2021-11-19 03:01:48 main:574] : INFO : Epoch 1839 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 2190.45 ms [2021-11-19 03:01:50 main:574] : INFO : Epoch 1840 | loss: 0.0311846 | val_loss: 0.031191 | Time: 2222.74 ms [2021-11-19 03:01:52 main:574] : INFO : Epoch 1841 | loss: 0.0311844 | val_loss: 0.031189 | Time: 2185.65 ms [2021-11-19 03:01:54 main:574] : INFO : Epoch 1842 | loss: 0.0311847 | val_loss: 0.0311892 | Time: 2197.03 ms [2021-11-19 03:01:56 main:574] : INFO : Epoch 1843 | loss: 0.031184 | val_loss: 0.0311901 | Time: 2197.34 ms [2021-11-19 03:01:59 main:574] : INFO : Epoch 1844 | loss: 0.031186 | val_loss: 0.0311903 | Time: 2199.32 ms [2021-11-19 03:02:01 main:574] : INFO : Epoch 1845 | loss: 0.0311876 | val_loss: 0.0311985 | Time: 2186.16 ms [2021-11-19 03:02:03 main:574] : INFO : Epoch 1846 | loss: 0.0311889 | val_loss: 0.0311982 | Time: 2205.01 ms [2021-11-19 03:02:05 main:574] : INFO : Epoch 1847 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 2207.21 ms [2021-11-19 03:02:07 main:574] : INFO : Epoch 1848 | loss: 0.031189 | val_loss: 0.0311905 | Time: 2220.27 ms [2021-11-19 03:02:10 main:574] : INFO : Epoch 1849 | loss: 0.0311855 | val_loss: 0.0311913 | Time: 2174.11 ms [2021-11-19 03:02:12 main:574] : INFO : Epoch 1850 | loss: 0.031185 | val_loss: 0.0311895 | Time: 2200.44 ms [2021-11-19 03:02:14 main:574] : INFO : Epoch 1851 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 2218.69 ms [2021-11-19 03:02:16 main:574] : INFO : Epoch 1852 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 2224.42 ms [2021-11-19 03:02:19 main:574] : INFO : Epoch 1853 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 2207 ms [2021-11-19 03:02:21 main:574] : INFO : Epoch 1854 | loss: 0.0311846 | val_loss: 0.0311943 | Time: 2193.08 ms [2021-11-19 03:02:23 main:574] : INFO : Epoch 1855 | loss: 0.0311848 | val_loss: 0.0311901 | Time: 2192.71 ms [2021-11-19 03:02:25 main:574] : INFO : Epoch 1856 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 2215.2 ms [2021-11-19 03:02:27 main:574] : INFO : Epoch 1857 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 2197.54 ms [2021-11-19 03:02:30 main:574] : INFO : Epoch 1858 | loss: 0.0311839 | val_loss: 0.0311889 | Time: 2189.42 ms [2021-11-19 03:02:32 main:574] : INFO : Epoch 1859 | loss: 0.0311838 | val_loss: 0.0311895 | Time: 2196.22 ms [2021-11-19 03:02:34 main:574] : INFO : Epoch 1860 | loss: 0.0311849 | val_loss: 0.0311886 | Time: 2203.82 ms [2021-11-19 03:02:36 main:574] : INFO : Epoch 1861 | loss: 0.0311862 | val_loss: 0.0311884 | Time: 2189.3 ms [2021-11-19 03:02:38 main:574] : INFO : Epoch 1862 | loss: 0.0311853 | val_loss: 0.031188 | Time: 2195.42 ms [2021-11-19 03:02:41 main:574] : INFO : Epoch 1863 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 2193.14 ms [2021-11-19 03:02:43 main:574] : INFO : Epoch 1864 | loss: 0.0311829 | val_loss: 0.0311874 | Time: 2178.85 ms [2021-11-19 03:02:45 main:574] : INFO : Epoch 1865 | loss: 0.0311831 | val_loss: 0.031188 | Time: 2207.87 ms [2021-11-19 03:02:47 main:574] : INFO : Epoch 1866 | loss: 0.031184 | val_loss: 0.0311887 | Time: 2192.64 ms [2021-11-19 03:02:49 main:574] : INFO : Epoch 1867 | loss: 0.0311837 | val_loss: 0.0311884 | Time: 2226.31 ms [2021-11-19 03:02:52 main:574] : INFO : Epoch 1868 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 2185.78 ms [2021-11-19 03:02:54 main:574] : INFO : Epoch 1869 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 2201.07 ms [2021-11-19 03:02:56 main:574] : INFO : Epoch 1870 | loss: 0.031184 | val_loss: 0.0311873 | Time: 2212.4 ms [2021-11-19 03:02:58 main:574] : INFO : Epoch 1871 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 2195.86 ms [2021-11-19 03:03:00 main:574] : INFO : Epoch 1872 | loss: 0.0311841 | val_loss: 0.0311875 | Time: 2186.35 ms [2021-11-19 03:03:03 main:574] : INFO : Epoch 1873 | loss: 0.0311845 | val_loss: 0.031188 | Time: 2349.27 ms [2021-11-19 03:03:05 main:574] : INFO : Epoch 1874 | loss: 0.0311844 | val_loss: 0.031206 | Time: 2210.77 ms [2021-11-19 03:03:07 main:574] : INFO : Epoch 1875 | loss: nan | val_loss: nan | Time: 2209.79 ms [2021-11-19 03:03:09 main:574] : INFO : Epoch 1876 | loss: nan | val_loss: nan | Time: 2181.62 ms [2021-11-19 03:03:12 main:574] : INFO : Epoch 1877 | loss: nan | val_loss: nan | Time: 2210.19 ms [2021-11-19 03:03:14 main:574] : INFO : Epoch 1878 | loss: nan | val_loss: nan | Time: 2192.82 ms [2021-11-19 03:03:16 main:574] : INFO : Epoch 1879 | loss: nan | val_loss: nan | Time: 2186.61 ms [2021-11-19 03:03:18 main:574] : INFO : Epoch 1880 | loss: nan | val_loss: nan | Time: 2205.6 ms [2021-11-19 03:03:20 main:574] : INFO : Epoch 1881 | loss: nan | val_loss: nan | Time: 2207.56 ms [2021-11-19 03:03:23 main:574] : INFO : Epoch 1882 | loss: nan | val_loss: nan | Time: 2206.09 ms [2021-11-19 03:03:25 main:574] : INFO : Epoch 1883 | loss: nan | val_loss: nan | Time: 2194.09 ms [2021-11-19 03:03:27 main:574] : INFO : Epoch 1884 | loss: nan | val_loss: nan | Time: 2234.71 ms [2021-11-19 03:03:29 main:574] : INFO : Epoch 1885 | loss: nan | val_loss: nan | Time: 2220.16 ms [2021-11-19 03:03:31 main:574] : INFO : Epoch 1886 | loss: nan | val_loss: nan | Time: 2213.91 ms [2021-11-19 03:03:34 main:574] : INFO : Epoch 1887 | loss: nan | val_loss: nan | Time: 2189.64 ms [2021-11-19 03:03:36 main:574] : INFO : Epoch 1888 | loss: nan | val_loss: nan | Time: 2234.94 ms [2021-11-19 03:03:38 main:574] : INFO : Epoch 1889 | loss: nan | val_loss: nan | Time: 2204.74 ms [2021-11-19 03:03:40 main:574] : INFO : Epoch 1890 | loss: nan | val_loss: nan | Time: 2202.9 ms [2021-11-19 03:03:42 main:574] : INFO : Epoch 1891 | loss: nan | val_loss: nan | Time: 2184.03 ms [2021-11-19 03:03:45 main:574] : INFO : Epoch 1892 | loss: nan | val_loss: nan | Time: 2247.61 ms [2021-11-19 03:03:47 main:574] : INFO : Epoch 1893 | loss: nan | val_loss: nan | Time: 2202.59 ms [2021-11-19 03:03:49 main:574] : INFO : Epoch 1894 | loss: nan | val_loss: nan | Time: 2203.58 ms [2021-11-19 03:03:51 main:574] : INFO : Epoch 1895 | loss: nan | val_loss: nan | Time: 2186.74 ms [2021-11-19 03:03:54 main:574] : INFO : Epoch 1896 | loss: nan | val_loss: nan | Time: 2223.22 ms [2021-11-19 03:03:56 main:574] : INFO : Epoch 1897 | loss: nan | val_loss: nan | Time: 2181.47 ms [2021-11-19 03:03:58 main:574] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 2202.61 ms [2021-11-19 03:04:00 main:574] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 2209.65 ms [2021-11-19 03:04:02 main:574] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 2239.4 ms [2021-11-19 03:04:05 main:574] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 2201.46 ms [2021-11-19 03:04:07 main:574] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 2210.43 ms [2021-11-19 03:04:09 main:574] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 2233.55 ms [2021-11-19 03:04:11 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 2200.58 ms [2021-11-19 03:04:13 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 2182.17 ms [2021-11-19 03:04:16 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 2188.69 ms [2021-11-19 03:04:18 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 2173.83 ms [2021-11-19 03:04:20 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 2196.4 ms [2021-11-19 03:04:22 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 2189.83 ms [2021-11-19 03:04:24 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 2218.6 ms [2021-11-19 03:04:27 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 2210.04 ms [2021-11-19 03:04:29 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 2213.84 ms [2021-11-19 03:04:31 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 2173.48 ms [2021-11-19 03:04:33 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 2198.58 ms [2021-11-19 03:04:35 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 2201.03 ms [2021-11-19 03:04:38 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 2205.64 ms [2021-11-19 03:04:40 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 2208.26 ms [2021-11-19 03:04:42 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 2188.19 ms [2021-11-19 03:04:44 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 2214.19 ms [2021-11-19 03:04:46 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 2171.16 ms [2021-11-19 03:04:49 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 2184.09 ms [2021-11-19 03:04:51 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 2231.92 ms [2021-11-19 03:04:53 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 2167.47 ms [2021-11-19 03:04:55 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 2190.55 ms [2021-11-19 03:04:57 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 2186.88 ms [2021-11-19 03:05:00 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 2201.57 ms [2021-11-19 03:05:02 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 2183.51 ms [2021-11-19 03:05:04 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 2194.46 ms [2021-11-19 03:05:06 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 2192.92 ms [2021-11-19 03:05:08 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 2198.83 ms [2021-11-19 03:05:11 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 2205.53 ms [2021-11-19 03:05:13 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 2201.71 ms [2021-11-19 03:05:15 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 2187.17 ms [2021-11-19 03:05:17 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 2204.66 ms [2021-11-19 03:05:19 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 2187.57 ms [2021-11-19 03:05:22 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 2180.78 ms [2021-11-19 03:05:24 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 2207.76 ms [2021-11-19 03:05:26 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 2207.62 ms [2021-11-19 03:05:28 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 2173.55 ms [2021-11-19 03:05:30 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 2198.17 ms [2021-11-19 03:05:33 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 2218.35 ms [2021-11-19 03:05:35 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 2202.1 ms [2021-11-19 03:05:37 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 2186.68 ms [2021-11-19 03:05:39 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 2209.44 ms [2021-11-19 03:05:41 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 2208.94 ms [2021-11-19 03:05:44 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 2189.27 ms [2021-11-19 03:05:46 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 2188.3 ms [2021-11-19 03:05:48 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 2210.87 ms [2021-11-19 03:05:50 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 2207.42 ms [2021-11-19 03:05:52 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 2216.75 ms [2021-11-19 03:05:55 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 2180.64 ms [2021-11-19 03:05:57 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 2201.32 ms [2021-11-19 03:05:59 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 2231.67 ms [2021-11-19 03:06:01 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 2200.58 ms [2021-11-19 03:06:03 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 2178.87 ms [2021-11-19 03:06:06 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 2211.36 ms [2021-11-19 03:06:08 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 2195.56 ms [2021-11-19 03:06:10 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 2211.12 ms [2021-11-19 03:06:12 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 2177.94 ms [2021-11-19 03:06:14 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 2192.26 ms [2021-11-19 03:06:17 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 2206 ms [2021-11-19 03:06:19 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 2220.66 ms [2021-11-19 03:06:21 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 2167.57 ms [2021-11-19 03:06:23 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 2193.76 ms [2021-11-19 03:06:25 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 2218.63 ms [2021-11-19 03:06:28 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 2187.37 ms [2021-11-19 03:06:30 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 2231.25 ms [2021-11-19 03:06:32 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 2184.79 ms [2021-11-19 03:06:34 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 2206.61 ms [2021-11-19 03:06:36 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 2203.33 ms [2021-11-19 03:06:39 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 2213.88 ms [2021-11-19 03:06:41 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 2204.22 ms [2021-11-19 03:06:43 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 2212.31 ms [2021-11-19 03:06:45 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 2152.84 ms [2021-11-19 03:06:47 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 2218.77 ms [2021-11-19 03:06:50 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 2191.34 ms [2021-11-19 03:06:52 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 2229.92 ms [2021-11-19 03:06:54 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 2182.85 ms [2021-11-19 03:06:56 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 2233.88 ms [2021-11-19 03:06:59 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 2206.79 ms [2021-11-19 03:07:01 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 2198.55 ms [2021-11-19 03:07:03 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 2177.7 ms [2021-11-19 03:07:05 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 2237.85 ms [2021-11-19 03:07:07 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 2194.11 ms [2021-11-19 03:07:10 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 2183.22 ms [2021-11-19 03:07:12 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 2160.84 ms [2021-11-19 03:07:14 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 2227.85 ms [2021-11-19 03:07:16 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 2167.89 ms [2021-11-19 03:07:18 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 2192.84 ms [2021-11-19 03:07:21 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 2182.9 ms [2021-11-19 03:07:23 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 2193.76 ms [2021-11-19 03:07:25 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 2174.63 ms [2021-11-19 03:07:27 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 2177.11 ms [2021-11-19 03:07:29 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 2189.66 ms [2021-11-19 03:07:31 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 2229.44 ms [2021-11-19 03:07:34 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 2189.37 ms [2021-11-19 03:07:36 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 2193.52 ms [2021-11-19 03:07:38 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 2189.78 ms [2021-11-19 03:07:40 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 2213.89 ms [2021-11-19 03:07:42 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 2184.45 ms [2021-11-19 03:07:45 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 2192.69 ms [2021-11-19 03:07:47 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 2206.55 ms [2021-11-19 03:07:49 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 2186.32 ms [2021-11-19 03:07:51 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 2195.1 ms [2021-11-19 03:07:53 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 2179.1 ms [2021-11-19 03:07:56 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 2221.33 ms [2021-11-19 03:07:58 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 2175.06 ms [2021-11-19 03:08:00 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 2193.56 ms [2021-11-19 03:08:02 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 2224.91 ms [2021-11-19 03:08:04 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 2216.34 ms [2021-11-19 03:08:07 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 2181.63 ms [2021-11-19 03:08:09 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 2153.98 ms [2021-11-19 03:08:11 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 2223.62 ms [2021-11-19 03:08:13 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 2207.75 ms [2021-11-19 03:08:15 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 2172.02 ms [2021-11-19 03:08:18 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 2220.99 ms [2021-11-19 03:08:20 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 2202 ms [2021-11-19 03:08:22 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 2218.24 ms [2021-11-19 03:08:24 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2205.77 ms [2021-11-19 03:08:27 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2202.97 ms [2021-11-19 03:08:29 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2206.95 ms [2021-11-19 03:08:31 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2194.52 ms [2021-11-19 03:08:33 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2182.71 ms [2021-11-19 03:08:35 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2219.53 ms [2021-11-19 03:08:38 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2199.08 ms [2021-11-19 03:08:40 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2193.95 ms [2021-11-19 03:08:42 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2162.78 ms [2021-11-19 03:08:44 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2197.48 ms [2021-11-19 03:08:46 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2214.84 ms [2021-11-19 03:08:49 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2197.38 ms [2021-11-19 03:08:51 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2200.26 ms [2021-11-19 03:08:53 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2268.75 ms [2021-11-19 03:08:55 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2165.66 ms [2021-11-19 03:08:57 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2185.74 ms [2021-11-19 03:09:00 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2165.55 ms [2021-11-19 03:09:02 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2221.61 ms [2021-11-19 03:09:04 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2189.79 ms [2021-11-19 03:09:06 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2193.01 ms [2021-11-19 03:09:08 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2196.86 ms [2021-11-19 03:09:11 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2223.73 ms [2021-11-19 03:09:13 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2185.22 ms [2021-11-19 03:09:15 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2215.54 ms [2021-11-19 03:09:17 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2194.38 ms [2021-11-19 03:09:19 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2220.08 ms [2021-11-19 03:09:22 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2183.53 ms [2021-11-19 03:09:24 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2205.84 ms [2021-11-19 03:09:26 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2209.3 ms [2021-11-19 03:09:28 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2221.42 ms [2021-11-19 03:09:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-11-19 03:09:28 main:603] : INFO : Saving end state to config to file [2021-11-19 03:09:28 main:608] : INFO : Success, exiting.. 03:09:28 (4228): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)