Task 14597359
| Name | ParityModified-1647044885-8847-3-0_0 |
| Workunit | 11618458 |
| Created | 11 Apr 2022, 15:25:20 UTC |
| Sent | 11 Apr 2022, 15:25:31 UTC |
| Report deadline | 19 Apr 2022, 15:25:31 UTC |
| Received | 13 Apr 2022, 4:59:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 3 sec |
| CPU time | 55 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311867 | val_loss: 0.0311953 | Time: 1615.19 ms [2022-04-13 05:42:04 main:574] : INFO : Epoch 1543 | loss: 0.0311846 | val_loss: 0.0311962 | Time: 1620.47 ms [2022-04-13 05:42:06 main:574] : INFO : Epoch 1544 | loss: 0.0311845 | val_loss: 0.0311957 | Time: 1615.29 ms [2022-04-13 05:42:08 main:574] : INFO : Epoch 1545 | loss: 0.031185 | val_loss: 0.0311994 | Time: 1617.47 ms [2022-04-13 05:42:09 main:574] : INFO : Epoch 1546 | loss: 0.0311847 | val_loss: 0.0311953 | Time: 1614.94 ms [2022-04-13 05:42:11 main:574] : INFO : Epoch 1547 | loss: 0.0311857 | val_loss: 0.0311963 | Time: 1617.96 ms [2022-04-13 05:42:13 main:574] : INFO : Epoch 1548 | loss: 0.0311833 | val_loss: 0.031196 | Time: 1617.95 ms [2022-04-13 05:42:14 main:574] : INFO : Epoch 1549 | loss: 0.0311827 | val_loss: 0.0311949 | Time: 1617.86 ms [2022-04-13 05:42:16 main:574] : INFO : Epoch 1550 | loss: 0.0311829 | val_loss: 0.0311978 | Time: 1618.36 ms [2022-04-13 05:42:17 main:574] : INFO : Epoch 1551 | loss: 0.0311833 | val_loss: 0.0311952 | Time: 1621.35 ms [2022-04-13 05:42:19 main:574] : INFO : Epoch 1552 | loss: 0.0311848 | val_loss: 0.0311984 | Time: 1619.21 ms [2022-04-13 05:42:21 main:574] : INFO : Epoch 1553 | loss: 0.0311828 | val_loss: 0.0311968 | Time: 1618.43 ms [2022-04-13 05:42:22 main:574] : INFO : Epoch 1554 | loss: 0.0311821 | val_loss: 0.0311951 | Time: 1619.04 ms [2022-04-13 05:42:24 main:574] : INFO : Epoch 1555 | loss: 0.0311822 | val_loss: 0.0311972 | Time: 1623.83 ms [2022-04-13 05:42:26 main:574] : INFO : Epoch 1556 | loss: 0.0311839 | val_loss: 0.0311979 | Time: 1619.15 ms [2022-04-13 05:42:27 main:574] : INFO : Epoch 1557 | loss: 0.0311859 | val_loss: 0.031208 | Time: 1618.49 ms [2022-04-13 05:42:29 main:574] : INFO : Epoch 1558 | loss: 0.0311856 | val_loss: 0.0312036 | Time: 1618.02 ms [2022-04-13 05:42:30 main:574] : INFO : Epoch 1559 | loss: 0.0311835 | val_loss: 0.0311973 | Time: 1619.28 ms [2022-04-13 05:42:32 main:574] : INFO : Epoch 1560 | loss: 0.0311842 | val_loss: 0.0311942 | Time: 1616.84 ms [2022-04-13 05:42:34 main:574] : INFO : Epoch 1561 | loss: 0.0311838 | val_loss: 0.0311951 | Time: 1620.8 ms [2022-04-13 05:42:35 main:574] : INFO : Epoch 1562 | loss: 0.0311858 | val_loss: 0.0311945 | Time: 1614.13 ms [2022-04-13 05:42:37 main:574] : INFO : Epoch 1563 | loss: 0.0311853 | val_loss: 0.0311968 | Time: 1626.62 ms [2022-04-13 05:42:39 main:574] : INFO : Epoch 1564 | loss: 0.0311835 | val_loss: 0.0311922 | Time: 1616.68 ms [2022-04-13 05:42:40 main:574] : INFO : Epoch 1565 | loss: 0.0311822 | val_loss: 0.0311938 | Time: 1619.61 ms [2022-04-13 05:42:42 main:574] : INFO : Epoch 1566 | loss: 0.0311856 | val_loss: 0.0311946 | Time: 1617.02 ms [2022-04-13 05:42:43 main:574] : INFO : Epoch 1567 | loss: 0.0311852 | val_loss: 0.0311956 | Time: 1620.68 ms [2022-04-13 05:42:45 main:574] : INFO : Epoch 1568 | loss: 0.0311843 | val_loss: 0.031195 | Time: 1616.91 ms [2022-04-13 05:42:47 main:574] : INFO : Epoch 1569 | loss: 0.0311848 | val_loss: 0.0311945 | Time: 1621.14 ms [2022-04-13 05:42:48 main:574] : INFO : Epoch 1570 | loss: 0.0311845 | val_loss: 0.0311964 | Time: 1616.91 ms [2022-04-13 05:43:00 main:574] : INFO : Epoch 1571 | loss: 0.0311841 | val_loss: 0.0311951 | Time: 11999.6 ms [2022-04-13 05:43:02 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311974 | Time: 1608.82 ms [2022-04-13 05:43:04 main:574] : INFO : Epoch 1573 | loss: 0.0311833 | val_loss: 0.0311943 | Time: 1615.9 ms [2022-04-13 05:43:05 main:574] : INFO : Epoch 1574 | loss: 0.0311819 | val_loss: 0.0311947 | Time: 1617.35 ms [2022-04-13 05:43:07 main:574] : INFO : Epoch 1575 | loss: 0.0311834 | val_loss: 0.031194 | Time: 1619.17 ms [2022-04-13 05:43:08 main:574] : INFO : Epoch 1576 | loss: 0.031182 | val_loss: 0.0311954 | Time: 1616.27 ms [2022-04-13 05:43:10 main:574] : INFO : Epoch 1577 | loss: 0.0311813 | val_loss: 0.0311963 | Time: 1615.74 ms [2022-04-13 05:43:12 main:574] : INFO : Epoch 1578 | loss: 0.0311813 | val_loss: 0.0311952 | Time: 1618.47 ms [2022-04-13 05:43:13 main:574] : INFO : Epoch 1579 | loss: 0.0311817 | val_loss: 0.0311942 | Time: 1621.22 ms [2022-04-13 05:43:15 main:574] : INFO : Epoch 1580 | loss: 0.0311802 | val_loss: 0.0311937 | Time: 1620.91 ms [2022-04-13 05:43:17 main:574] : INFO : Epoch 1581 | loss: 0.0311803 | val_loss: 0.0311949 | Time: 1618.98 ms [2022-04-13 05:43:18 main:574] : INFO : Epoch 1582 | loss: 0.0311797 | val_loss: 0.0311939 | Time: 1618.44 ms [2022-04-13 05:43:20 main:574] : INFO : Epoch 1583 | loss: 0.0311807 | val_loss: 0.0312019 | Time: 1618.75 ms [2022-04-13 05:43:21 main:574] : INFO : Epoch 1584 | loss: 0.0311845 | val_loss: 0.0311985 | Time: 1618.3 ms [2022-04-13 05:43:23 main:574] : INFO : Epoch 1585 | loss: 0.0311803 | val_loss: 0.031197 | Time: 1618.51 ms [2022-04-13 05:43:25 main:574] : INFO : Epoch 1586 | loss: 0.0311801 | val_loss: 0.0311959 | Time: 1620.8 ms [2022-04-13 05:43:26 main:574] : INFO : Epoch 1587 | loss: 0.0311806 | val_loss: 0.0311969 | Time: 1617.31 ms [2022-04-13 05:43:28 main:574] : INFO : Epoch 1588 | loss: 0.0311807 | val_loss: 0.031196 | Time: 1616.83 ms [2022-04-13 05:43:40 main:574] : INFO : Epoch 1589 | loss: 0.0311822 | val_loss: 0.0312021 | Time: 11696.4 ms [2022-04-13 05:43:41 main:574] : INFO : Epoch 1590 | loss: 0.0311829 | val_loss: 0.0311974 | Time: 1603.14 ms [2022-04-13 05:43:43 main:574] : INFO : Epoch 1591 | loss: 0.0311826 | val_loss: 0.0311967 | Time: 1609.11 ms [2022-04-13 05:43:44 main:574] : INFO : Epoch 1592 | loss: 0.0311822 | val_loss: 0.0311966 | Time: 1612.09 ms [2022-04-13 05:43:46 main:574] : INFO : Epoch 1593 | loss: 0.0311843 | val_loss: 0.0311945 | Time: 1618.48 ms [2022-04-13 05:43:48 main:574] : INFO : Epoch 1594 | loss: 0.0311838 | val_loss: 0.0311928 | Time: 1616.38 ms [2022-04-13 05:43:49 main:574] : INFO : Epoch 1595 | loss: 0.0311834 | val_loss: 0.0311947 | Time: 1616.67 ms [2022-04-13 05:43:51 main:574] : INFO : Epoch 1596 | loss: 0.0311867 | val_loss: 0.031196 | Time: 1614.94 ms [2022-04-13 05:43:53 main:574] : INFO : Epoch 1597 | loss: 0.031187 | val_loss: 0.0311971 | Time: 1617.43 ms [2022-04-13 05:43:54 main:574] : INFO : Epoch 1598 | loss: 0.0311864 | val_loss: 0.0311964 | Time: 1616.31 ms [2022-04-13 05:43:56 main:574] : INFO : Epoch 1599 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 1616.94 ms [2022-04-13 05:43:57 main:574] : INFO : Epoch 1600 | loss: 0.0311848 | val_loss: 0.0311943 | Time: 1616.93 ms [2022-04-13 05:43:59 main:574] : INFO : Epoch 1601 | loss: 0.0311845 | val_loss: 0.0311957 | Time: 1612.49 ms [2022-04-13 05:44:01 main:574] : INFO : Epoch 1602 | loss: 0.0311852 | val_loss: 0.031196 | Time: 1614.32 ms [2022-04-13 05:44:02 main:574] : INFO : Epoch 1603 | loss: 0.0311847 | val_loss: 0.031195 | Time: 1614.24 ms [2022-04-13 05:44:04 main:574] : INFO : Epoch 1604 | loss: 0.0311876 | val_loss: 0.0312065 | Time: 1617.5 ms [2022-04-13 05:44:06 main:574] : INFO : Epoch 1605 | loss: 0.0312383 | val_loss: 0.0317128 | Time: 1610.78 ms [2022-04-13 05:44:07 main:574] : INFO : Epoch 1606 | loss: 0.0392355 | val_loss: 0.0316132 | Time: 1616.01 ms [2022-04-13 05:44:09 main:574] : INFO : Epoch 1607 | loss: 0.0319961 | val_loss: 0.0314605 | Time: 1614.77 ms [2022-04-13 05:44:10 main:574] : INFO : Epoch 1608 | loss: 0.0313789 | val_loss: 0.0312852 | Time: 1616.5 ms [2022-04-13 05:44:12 main:574] : INFO : Epoch 1609 | loss: 0.0312662 | val_loss: 0.0312434 | Time: 1614.88 ms [2022-04-13 05:44:14 main:574] : INFO : Epoch 1610 | loss: 0.0312257 | val_loss: 0.031213 | Time: 1614.12 ms [2022-04-13 05:44:15 main:574] : INFO : Epoch 1611 | loss: 0.0312039 | val_loss: 0.0312035 | Time: 1620.42 ms [2022-04-13 05:44:17 main:574] : INFO : Epoch 1612 | loss: 0.0311935 | val_loss: 0.0311982 | Time: 1623.05 ms [2022-04-13 05:44:19 main:574] : INFO : Epoch 1613 | loss: 0.0311911 | val_loss: 0.0312014 | Time: 1636.34 ms [2022-04-13 05:44:20 main:574] : INFO : Epoch 1614 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 1638.29 ms [2022-04-13 05:44:22 main:574] : INFO : Epoch 1615 | loss: 0.0311889 | val_loss: 0.031196 | Time: 1628.09 ms [2022-04-13 05:44:23 main:574] : INFO : Epoch 1616 | loss: 0.031187 | val_loss: 0.0311957 | Time: 1631 ms [2022-04-13 05:44:25 main:574] : INFO : Epoch 1617 | loss: 0.0311865 | val_loss: 0.031195 | Time: 1620.28 ms [2022-04-13 05:44:27 main:574] : INFO : Epoch 1618 | loss: 0.0311858 | val_loss: 0.031195 | Time: 1625.76 ms [2022-04-13 05:44:28 main:574] : INFO : Epoch 1619 | loss: 0.0311868 | val_loss: 0.0311968 | Time: 1630.96 ms [2022-04-13 05:44:30 main:574] : INFO : Epoch 1620 | loss: 0.031186 | val_loss: 0.0311937 | Time: 1626.62 ms [2022-04-13 05:44:32 main:574] : INFO : Epoch 1621 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 1631.97 ms [2022-04-13 05:44:33 main:574] : INFO : Epoch 1622 | loss: 0.0311844 | val_loss: 0.0311948 | Time: 1627.06 ms [2022-04-13 05:44:35 main:574] : INFO : Epoch 1623 | loss: 0.031184 | val_loss: 0.0311971 | Time: 1629.38 ms [2022-04-13 05:44:37 main:574] : INFO : Epoch 1624 | loss: 0.0311854 | val_loss: 0.031194 | Time: 1644.78 ms [2022-04-13 05:44:38 main:574] : INFO : Epoch 1625 | loss: 0.0311852 | val_loss: 0.0311924 | Time: 1624.17 ms [2022-04-13 05:44:40 main:574] : INFO : Epoch 1626 | loss: 0.031185 | val_loss: 0.0311938 | Time: 1619.69 ms [2022-04-13 05:44:41 main:574] : INFO : Epoch 1627 | loss: 0.0311846 | val_loss: 0.0311947 | Time: 1633.14 ms [2022-04-13 05:44:43 main:574] : INFO : Epoch 1628 | loss: 0.0311857 | val_loss: 0.0311954 | Time: 1629.42 ms [2022-04-13 05:44:45 main:574] : INFO : Epoch 1629 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 1613.12 ms [2022-04-13 05:44:46 main:574] : INFO : Epoch 1630 | loss: 0.0311864 | val_loss: 0.0311949 | Time: 1631.7 ms [2022-04-13 05:44:48 main:574] : INFO : Epoch 1631 | loss: 0.0311855 | val_loss: 0.0311954 | Time: 1629.94 ms [2022-04-13 05:44:50 main:574] : INFO : Epoch 1632 | loss: 0.0311847 | val_loss: 0.0311978 | Time: 1631.26 ms [2022-04-13 05:45:02 main:574] : INFO : Epoch 1633 | loss: 0.0311862 | val_loss: 0.0312032 | Time: 12042.1 ms [2022-04-13 05:45:03 main:574] : INFO : Epoch 1634 | loss: 0.0311878 | val_loss: 0.0311944 | Time: 1639.86 ms [2022-04-13 05:45:05 main:574] : INFO : Epoch 1635 | loss: 0.0311837 | val_loss: 0.0311933 | Time: 1633.51 ms [2022-04-13 05:45:07 main:574] : INFO : Epoch 1636 | loss: 0.031184 | val_loss: 0.0311933 | Time: 1617.13 ms [2022-04-13 05:45:08 main:574] : INFO : Epoch 1637 | loss: 0.0311826 | val_loss: 0.0311937 | Time: 1627.48 ms [2022-04-13 05:45:10 main:574] : INFO : Epoch 1638 | loss: 0.0311823 | val_loss: 0.0311933 | Time: 1628.29 ms [2022-04-13 05:45:11 main:574] : INFO : Epoch 1639 | loss: 0.0311818 | val_loss: 0.0311946 | Time: 1625.01 ms [2022-04-13 05:45:13 main:574] : INFO : Epoch 1640 | loss: 0.0311823 | val_loss: 0.031194 | Time: 1634.44 ms [2022-04-13 05:45:15 main:574] : INFO : Epoch 1641 | loss: 0.0311815 | val_loss: 0.0311942 | Time: 1631.77 ms [2022-04-13 05:45:16 main:574] : INFO : Epoch 1642 | loss: 0.0311812 | val_loss: 0.0311947 | Time: 1624.72 ms [2022-04-13 05:45:18 main:574] : INFO : Epoch 1643 | loss: 0.0311807 | val_loss: 0.0311964 | Time: 1629.39 ms [2022-04-13 05:45:20 main:574] : INFO : Epoch 1644 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 1628.55 ms [2022-04-13 05:45:21 main:574] : INFO : Epoch 1645 | loss: 0.0311825 | val_loss: 0.0312022 | Time: 1632.13 ms [2022-04-13 05:45:23 main:574] : INFO : Epoch 1646 | loss: 0.0311861 | val_loss: 0.0311944 | Time: 1628.31 ms [2022-04-13 05:45:25 main:574] : INFO : Epoch 1647 | loss: 0.031184 | val_loss: 0.0311944 | Time: 1626.19 ms [2022-04-13 05:45:26 main:574] : INFO : Epoch 1648 | loss: 0.0311809 | val_loss: 0.0311923 | Time: 1624.63 ms [2022-04-13 05:45:28 main:574] : INFO : Epoch 1649 | loss: 0.0311803 | val_loss: 0.031193 | Time: 1625.88 ms [2022-04-13 05:45:29 main:574] : INFO : Epoch 1650 | loss: 0.0311809 | val_loss: 0.0311921 | Time: 1629.81 ms [2022-04-13 05:45:31 main:574] : INFO : Epoch 1651 | loss: 0.0311843 | val_loss: 0.0311953 | Time: 1631.06 ms [2022-04-13 05:45:33 main:574] : INFO : Epoch 1652 | loss: 0.0311854 | val_loss: 0.0311958 | Time: 1625.49 ms [2022-04-13 05:45:34 main:574] : INFO : Epoch 1653 | loss: 0.0311847 | val_loss: 0.031198 | Time: 1657.54 ms [2022-04-13 05:45:36 main:574] : INFO : Epoch 1654 | loss: 0.0311859 | val_loss: 0.0311955 | Time: 1631.72 ms [2022-04-13 05:45:38 main:574] : INFO : Epoch 1655 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 1633.02 ms [2022-04-13 05:45:39 main:574] : INFO : Epoch 1656 | loss: 0.0311821 | val_loss: 0.0311921 | Time: 1640.77 ms [2022-04-13 05:45:41 main:574] : INFO : Epoch 1657 | loss: 0.0311811 | val_loss: 0.0311927 | Time: 1625.17 ms [2022-04-13 05:45:43 main:574] : INFO : Epoch 1658 | loss: 0.0311849 | val_loss: 0.0311931 | Time: 1631.67 ms [2022-04-13 05:45:44 main:574] : INFO : Epoch 1659 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1620.39 ms [2022-04-13 05:45:46 main:574] : INFO : Epoch 1660 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 1632.87 ms [2022-04-13 05:45:47 main:574] : INFO : Epoch 1661 | loss: 0.031182 | val_loss: 0.0311951 | Time: 1640.49 ms [2022-04-13 05:45:49 main:574] : INFO : Epoch 1662 | loss: 0.0311834 | val_loss: 0.0311928 | Time: 1632.09 ms [2022-04-13 05:45:51 main:574] : INFO : Epoch 1663 | loss: 0.031183 | val_loss: 0.0311932 | Time: 1628.54 ms [2022-04-13 05:46:03 main:574] : INFO : Epoch 1664 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 12056.4 ms [2022-04-13 05:46:04 main:574] : INFO : Epoch 1665 | loss: 0.0311823 | val_loss: 0.0311913 | Time: 1634.72 ms [2022-04-13 05:46:06 main:574] : INFO : Epoch 1666 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 1630.9 ms [2022-04-13 05:46:08 main:574] : INFO : Epoch 1667 | loss: 0.0311819 | val_loss: 0.0311914 | Time: 1632.75 ms [2022-04-13 05:46:09 main:574] : INFO : Epoch 1668 | loss: 0.031181 | val_loss: 0.0311919 | Time: 1635.01 ms [2022-04-13 05:46:11 main:574] : INFO : Epoch 1669 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 1634.01 ms [2022-04-13 05:46:13 main:574] : INFO : Epoch 1670 | loss: 0.0311808 | val_loss: 0.0311931 | Time: 1631.66 ms [2022-04-13 05:46:14 main:574] : INFO : Epoch 1671 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 1622.53 ms [2022-04-13 05:46:16 main:574] : INFO : Epoch 1672 | loss: 0.0311809 | val_loss: 0.0311937 | Time: 1636 ms [2022-04-13 05:46:18 main:574] : INFO : Epoch 1673 | loss: 0.0311811 | val_loss: 0.0311933 | Time: 1626.48 ms [2022-04-13 05:46:19 main:574] : INFO : Epoch 1674 | loss: 0.0311846 | val_loss: 0.0311954 | Time: 1634.81 ms [2022-04-13 05:46:21 main:574] : INFO : Epoch 1675 | loss: 0.0311821 | val_loss: 0.031194 | Time: 1624.94 ms [2022-04-13 05:46:22 main:574] : INFO : Epoch 1676 | loss: 0.0311835 | val_loss: 0.0311932 | Time: 1621.91 ms [2022-04-13 05:46:24 main:574] : INFO : Epoch 1677 | loss: 0.031187 | val_loss: 0.0311954 | Time: 1633.42 ms [2022-04-13 05:46:26 main:574] : INFO : Epoch 1678 | loss: 0.0311895 | val_loss: 0.0311954 | Time: 1635.63 ms [2022-04-13 05:46:27 main:574] : INFO : Epoch 1679 | loss: 0.0311892 | val_loss: 0.0311942 | Time: 1624.82 ms [2022-04-13 05:46:29 main:574] : INFO : Epoch 1680 | loss: 0.0311868 | val_loss: 0.0311938 | Time: 1632.52 ms [2022-04-13 05:46:31 main:574] : INFO : Epoch 1681 | loss: 0.0311871 | val_loss: 0.0311939 | Time: 1620.2 ms [2022-04-13 05:46:32 main:574] : INFO : Epoch 1682 | loss: 0.0311876 | val_loss: 0.0311968 | Time: 1628.39 ms [2022-04-13 05:46:34 main:574] : INFO : Epoch 1683 | loss: 0.0311857 | val_loss: 0.0311927 | Time: 1631.72 ms [2022-04-13 05:46:36 main:574] : INFO : Epoch 1684 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 1636.93 ms [2022-04-13 05:46:37 main:574] : INFO : Epoch 1685 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 1635.67 ms [2022-04-13 05:46:39 main:574] : INFO : Epoch 1686 | loss: 0.0311838 | val_loss: 0.0311905 | Time: 1634.8 ms [2022-04-13 05:46:41 main:574] : INFO : Epoch 1687 | loss: 0.031184 | val_loss: 0.0311889 | Time: 1644.88 ms [2022-04-13 05:46:53 main:574] : INFO : Epoch 1688 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 12016.5 ms [2022-04-13 05:46:54 main:574] : INFO : Epoch 1689 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1640.55 ms [2022-04-13 05:46:56 main:574] : INFO : Epoch 1690 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 1637.49 ms [2022-04-13 05:46:57 main:574] : INFO : Epoch 1691 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 1627.6 ms [2022-04-13 05:46:59 main:574] : INFO : Epoch 1692 | loss: 0.0311802 | val_loss: 0.0311899 | Time: 1626.01 ms [2022-04-13 05:47:01 main:574] : INFO : Epoch 1693 | loss: 0.0311807 | val_loss: 0.0311908 | Time: 1629.85 ms [2022-04-13 05:47:02 main:574] : INFO : Epoch 1694 | loss: 0.0311814 | val_loss: 0.0311907 | Time: 1633.69 ms [2022-04-13 05:47:04 main:574] : INFO : Epoch 1695 | loss: 0.0311791 | val_loss: 0.0311914 | Time: 1635.76 ms [2022-04-13 05:47:06 main:574] : INFO : Epoch 1696 | loss: 0.0311789 | val_loss: 0.031189 | Time: 1634.31 ms [2022-04-13 05:47:07 main:574] : INFO : Epoch 1697 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 1640.35 ms [2022-04-13 05:47:09 main:574] : INFO : Epoch 1698 | loss: 0.0311777 | val_loss: 0.03119 | Time: 1632.45 ms [2022-04-13 05:47:11 main:574] : INFO : Epoch 1699 | loss: 0.0311783 | val_loss: 0.0311908 | Time: 1636 ms [2022-04-13 05:47:12 main:574] : INFO : Epoch 1700 | loss: 0.0311786 | val_loss: 0.0311903 | Time: 1630.32 ms [2022-04-13 05:47:14 main:574] : INFO : Epoch 1701 | loss: 0.0311786 | val_loss: 0.0311903 | Time: 1634.14 ms [2022-04-13 05:47:16 main:574] : INFO : Epoch 1702 | loss: 0.0311781 | val_loss: 0.0311898 | Time: 1636.45 ms [2022-04-13 05:47:17 main:574] : INFO : Epoch 1703 | loss: 0.0311775 | val_loss: 0.0311907 | Time: 1630.75 ms [2022-04-13 05:47:19 main:574] : INFO : Epoch 1704 | loss: 0.031177 | val_loss: 0.0311899 | Time: 1637.69 ms [2022-04-13 05:47:20 main:574] : INFO : Epoch 1705 | loss: 0.0311767 | val_loss: 0.0311905 | Time: 1634.51 ms [2022-04-13 05:47:22 main:574] : INFO : Epoch 1706 | loss: 0.0311769 | val_loss: 0.0311913 | Time: 1627.24 ms [2022-04-13 05:47:24 main:574] : INFO : Epoch 1707 | loss: 0.0311778 | val_loss: 0.03119 | Time: 1634.12 ms [2022-04-13 05:47:25 main:574] : INFO : Epoch 1708 | loss: 0.0311785 | val_loss: 0.0311908 | Time: 1633.89 ms [2022-04-13 05:47:27 main:574] : INFO : Epoch 1709 | loss: 0.0311795 | val_loss: 0.0311908 | Time: 1636.05 ms [2022-04-13 05:47:29 main:574] : INFO : Epoch 1710 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 1624.39 ms [2022-04-13 05:47:30 main:574] : INFO : Epoch 1711 | loss: 0.031181 | val_loss: 0.0311904 | Time: 1631.75 ms [2022-04-13 05:47:32 main:574] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.0311878 | Time: 1642.98 ms [2022-04-13 05:47:34 main:574] : INFO : Epoch 1713 | loss: 0.0311791 | val_loss: 0.0311918 | Time: 1629.75 ms [2022-04-13 05:47:35 main:574] : INFO : Epoch 1714 | loss: 0.0311811 | val_loss: 0.031197 | Time: 1632.75 ms [2022-04-13 05:47:37 main:574] : INFO : Epoch 1715 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 1620.66 ms [2022-04-13 05:47:38 main:574] : INFO : Epoch 1716 | loss: 0.0311818 | val_loss: 0.0311932 | Time: 1634.53 ms [2022-04-13 05:47:40 main:574] : INFO : Epoch 1717 | loss: 0.031181 | val_loss: 0.0311891 | Time: 1629.14 ms [2022-04-13 05:47:42 main:574] : INFO : Epoch 1718 | loss: 0.0311796 | val_loss: 0.0311899 | Time: 1622.37 ms [2022-04-13 05:47:43 main:574] : INFO : Epoch 1719 | loss: 0.0311817 | val_loss: 0.0311908 | Time: 1623.18 ms [2022-04-13 05:47:45 main:574] : INFO : Epoch 1720 | loss: 0.0311822 | val_loss: 0.0311957 | Time: 1632.13 ms [2022-04-13 05:47:47 main:574] : INFO : Epoch 1721 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 1624.99 ms [2022-04-13 05:47:48 main:574] : INFO : Epoch 1722 | loss: 0.0311786 | val_loss: 0.0311929 | Time: 1625.46 ms [2022-04-13 05:47:50 main:574] : INFO : Epoch 1723 | loss: 0.0311791 | val_loss: 0.0311901 | Time: 1632.76 ms [2022-04-13 05:47:52 main:574] : INFO : Epoch 1724 | loss: 0.0311784 | val_loss: 0.0311895 | Time: 1631.98 ms [2022-04-13 05:48:04 main:574] : INFO : Epoch 1725 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 12057.4 ms [2022-04-13 05:48:05 main:574] : INFO : Epoch 1726 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 1619.27 ms [2022-04-13 05:48:07 main:574] : INFO : Epoch 1727 | loss: 0.0311839 | val_loss: 0.0311907 | Time: 1623.72 ms [2022-04-13 05:48:08 main:574] : INFO : Epoch 1728 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 1627.61 ms [2022-04-13 05:48:10 main:574] : INFO : Epoch 1729 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 1636.33 ms [2022-04-13 05:48:12 main:574] : INFO : Epoch 1730 | loss: 0.0311786 | val_loss: 0.0311871 | Time: 1628.14 ms [2022-04-13 05:48:13 main:574] : INFO : Epoch 1731 | loss: 0.0311786 | val_loss: 0.0311877 | Time: 1635.73 ms [2022-04-13 05:48:15 main:574] : INFO : Epoch 1732 | loss: 0.0311796 | val_loss: 0.0311883 | Time: 1625.42 ms [2022-04-13 05:48:17 main:574] : INFO : Epoch 1733 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 1627.41 ms [2022-04-13 05:48:18 main:574] : INFO : Epoch 1734 | loss: 0.031182 | val_loss: 0.0311866 | Time: 1631.24 ms [2022-04-13 05:48:20 main:574] : INFO : Epoch 1735 | loss: 0.0311843 | val_loss: 0.0311936 | Time: 1635.93 ms [2022-04-13 05:48:22 main:574] : INFO : Epoch 1736 | loss: 0.031184 | val_loss: 0.0311871 | Time: 1634.84 ms [2022-04-13 05:48:23 main:574] : INFO : Epoch 1737 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 1634.85 ms [2022-04-13 05:48:25 main:574] : INFO : Epoch 1738 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 1639.31 ms [2022-04-13 05:48:26 main:574] : INFO : Epoch 1739 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 1618.51 ms [2022-04-13 05:48:28 main:574] : INFO : Epoch 1740 | loss: 0.0311797 | val_loss: 0.0311833 | Time: 1636.26 ms [2022-04-13 05:48:30 main:574] : INFO : Epoch 1741 | loss: 0.0311797 | val_loss: 0.031185 | Time: 1627.52 ms [2022-04-13 05:48:31 main:574] : INFO : Epoch 1742 | loss: 0.031179 | val_loss: 0.0311821 | Time: 1621.06 ms [2022-04-13 05:48:33 main:574] : INFO : Epoch 1743 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 1626.44 ms [2022-04-13 05:48:35 main:574] : INFO : Epoch 1744 | loss: 0.0311794 | val_loss: 0.0311834 | Time: 1632.61 ms [2022-04-13 05:48:36 main:574] : INFO : Epoch 1745 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 1630.9 ms [2022-04-13 05:48:38 main:574] : INFO : Epoch 1746 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1629.45 ms [2022-04-13 05:48:40 main:574] : INFO : Epoch 1747 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 1640.46 ms [2022-04-13 05:48:41 main:574] : INFO : Epoch 1748 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 1635.86 ms [2022-04-13 05:48:43 main:574] : INFO : Epoch 1749 | loss: 0.0311748 | val_loss: 0.031183 | Time: 1634.21 ms [2022-04-13 05:48:44 main:574] : INFO : Epoch 1750 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 1630.7 ms [2022-04-13 05:48:46 main:574] : INFO : Epoch 1751 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 1648.97 ms [2022-04-13 05:48:48 main:574] : INFO : Epoch 1752 | loss: 0.0311769 | val_loss: 0.0311852 | Time: 1628.02 ms [2022-04-13 05:48:49 main:574] : INFO : Epoch 1753 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 1644.63 ms [2022-04-13 05:48:51 main:574] : INFO : Epoch 1754 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 1627.19 ms [2022-04-13 05:49:03 main:574] : INFO : Epoch 1755 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 11778.7 ms [2022-04-13 05:49:05 main:574] : INFO : Epoch 1756 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 1874.92 ms [2022-04-13 05:49:06 main:574] : INFO : Epoch 1757 | loss: 0.0311756 | val_loss: 0.0311849 | Time: 1628.36 ms [2022-04-13 05:49:08 main:574] : INFO : Epoch 1758 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 1623.76 ms [2022-04-13 05:49:10 main:574] : INFO : Epoch 1759 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1639.7 ms [2022-04-13 05:49:11 main:574] : INFO : Epoch 1760 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 1622.87 ms [2022-04-13 05:49:13 main:574] : INFO : Epoch 1761 | loss: 0.031177 | val_loss: 0.0311843 | Time: 1631.35 ms [2022-04-13 05:49:15 main:574] : INFO : Epoch 1762 | loss: 0.0311766 | val_loss: 0.0311878 | Time: 1639.88 ms [2022-04-13 05:49:16 main:574] : INFO : Epoch 1763 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1632.71 ms [2022-04-13 05:49:18 main:574] : INFO : Epoch 1764 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1629.72 ms [2022-04-13 05:49:19 main:574] : INFO : Epoch 1765 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 1639.53 ms [2022-04-13 05:49:21 main:574] : INFO : Epoch 1766 | loss: 0.03118 | val_loss: 0.0311863 | Time: 1630.38 ms [2022-04-13 05:49:23 main:574] : INFO : Epoch 1767 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 1641.39 ms [2022-04-13 05:49:24 main:574] : INFO : Epoch 1768 | loss: 0.031174 | val_loss: 0.0311843 | Time: 1638.45 ms [2022-04-13 05:49:26 main:574] : INFO : Epoch 1769 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 1624.71 ms [2022-04-13 05:49:28 main:574] : INFO : Epoch 1770 | loss: 0.031176 | val_loss: 0.0311845 | Time: 1628.53 ms [2022-04-13 05:49:29 main:574] : INFO : Epoch 1771 | loss: 0.0311759 | val_loss: 0.0311859 | Time: 1636.59 ms [2022-04-13 05:49:31 main:574] : INFO : Epoch 1772 | loss: 0.0311762 | val_loss: 0.0311867 | Time: 1624.79 ms [2022-04-13 05:49:33 main:574] : INFO : Epoch 1773 | loss: 0.031176 | val_loss: 0.0311867 | Time: 1620.87 ms [2022-04-13 05:49:34 main:574] : INFO : Epoch 1774 | loss: 0.031175 | val_loss: 0.0311842 | Time: 1631.16 ms [2022-04-13 05:49:36 main:574] : INFO : Epoch 1775 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 1633.14 ms [2022-04-13 05:49:37 main:574] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 1639.48 ms [2022-04-13 05:49:39 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 1630.8 ms [2022-04-13 05:49:41 main:574] : INFO : Epoch 1778 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 1628.01 ms [2022-04-13 05:49:42 main:574] : INFO : Epoch 1779 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 1633.03 ms [2022-04-13 05:49:44 main:574] : INFO : Epoch 1780 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 1633.33 ms [2022-04-13 05:49:46 main:574] : INFO : Epoch 1781 | loss: 0.0311765 | val_loss: 0.0311855 | Time: 1635.43 ms [2022-04-13 05:49:47 main:574] : INFO : Epoch 1782 | loss: 0.0311777 | val_loss: 0.0311893 | Time: 1638.85 ms [2022-04-13 05:49:49 main:574] : INFO : Epoch 1783 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1626.22 ms [2022-04-13 05:49:51 main:574] : INFO : Epoch 1784 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 1641.59 ms [2022-04-13 05:49:52 main:574] : INFO : Epoch 1785 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 1625.24 ms [2022-04-13 05:50:04 main:574] : INFO : Epoch 1786 | loss: 0.0311766 | val_loss: 0.0311861 | Time: 12061.8 ms [2022-04-13 05:50:06 main:574] : INFO : Epoch 1787 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 1651.98 ms [2022-04-13 05:50:08 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.0311839 | Time: 1635.02 ms [2022-04-13 05:50:09 main:574] : INFO : Epoch 1789 | loss: 0.0311744 | val_loss: 0.031184 | Time: 1634.4 ms [2022-04-13 05:50:11 main:574] : INFO : Epoch 1790 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 1631.05 ms [2022-04-13 05:50:12 main:574] : INFO : Epoch 1791 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 1636.33 ms [2022-04-13 05:50:14 main:574] : INFO : Epoch 1792 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 1633.93 ms [2022-04-13 05:50:16 main:574] : INFO : Epoch 1793 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 1635.72 ms [2022-04-13 05:50:17 main:574] : INFO : Epoch 1794 | loss: 0.0311787 | val_loss: 0.0311871 | Time: 1620.89 ms [2022-04-13 05:50:19 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 1613.64 ms [2022-04-13 05:50:21 main:574] : INFO : Epoch 1796 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 1634.8 ms [2022-04-13 05:50:22 main:574] : INFO : Epoch 1797 | loss: 0.0311796 | val_loss: 0.0311893 | Time: 1635.72 ms [2022-04-13 05:50:24 main:574] : INFO : Epoch 1798 | loss: 0.0311854 | val_loss: 0.0311913 | Time: 1635.25 ms [2022-04-13 05:50:26 main:574] : INFO : Epoch 1799 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 1626.09 ms [2022-04-13 05:50:27 main:574] : INFO : Epoch 1800 | loss: 0.0311833 | val_loss: 0.0311886 | Time: 1628.55 ms [2022-04-13 05:50:29 main:574] : INFO : Epoch 1801 | loss: 0.0311823 | val_loss: 0.031189 | Time: 1632.6 ms [2022-04-13 05:50:30 main:574] : INFO : Epoch 1802 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 1629.05 ms [2022-04-13 05:50:32 main:574] : INFO : Epoch 1803 | loss: 0.0311835 | val_loss: 0.0311882 | Time: 1628.71 ms [2022-04-13 05:50:34 main:574] : INFO : Epoch 1804 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 1629.85 ms [2022-04-13 05:50:35 main:574] : INFO : Epoch 1805 | loss: 0.0311803 | val_loss: 0.0311882 | Time: 1633.85 ms [2022-04-13 05:50:37 main:574] : INFO : Epoch 1806 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 1632.82 ms [2022-04-13 05:50:39 main:574] : INFO : Epoch 1807 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 1633.99 ms [2022-04-13 05:50:40 main:574] : INFO : Epoch 1808 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 1652.55 ms [2022-04-13 05:50:42 main:574] : INFO : Epoch 1809 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1631.73 ms [2022-04-13 05:50:44 main:574] : INFO : Epoch 1810 | loss: 0.0311824 | val_loss: 0.031189 | Time: 1628.45 ms [2022-04-13 05:50:45 main:574] : INFO : Epoch 1811 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1631.16 ms [2022-04-13 05:50:47 main:574] : INFO : Epoch 1812 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 1625.1 ms [2022-04-13 05:50:48 main:574] : INFO : Epoch 1813 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1619.36 ms [2022-04-13 05:50:50 main:574] : INFO : Epoch 1814 | loss: 0.0311788 | val_loss: 0.0311863 | Time: 1626.81 ms [2022-04-13 05:50:52 main:574] : INFO : Epoch 1815 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 1639.5 ms [2022-04-13 05:50:53 main:574] : INFO : Epoch 1816 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 1635.29 ms [2022-04-13 05:51:05 main:574] : INFO : Epoch 1817 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 12029.4 ms [2022-04-13 05:51:07 main:574] : INFO : Epoch 1818 | loss: 0.0311812 | val_loss: 0.0311884 | Time: 1626.65 ms [2022-04-13 05:51:09 main:574] : INFO : Epoch 1819 | loss: 0.0311786 | val_loss: 0.0311863 | Time: 1626.82 ms [2022-04-13 05:51:10 main:574] : INFO : Epoch 1820 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 1631.9 ms [2022-04-13 05:51:12 main:574] : INFO : Epoch 1821 | loss: 0.031178 | val_loss: 0.0311861 | Time: 1640.38 ms [2022-04-13 05:51:14 main:574] : INFO : Epoch 1822 | loss: 0.0311781 | val_loss: 0.0311885 | Time: 1625.93 ms [2022-04-13 05:51:15 main:574] : INFO : Epoch 1823 | loss: 0.0311796 | val_loss: 0.0311894 | Time: 1623.92 ms [2022-04-13 05:51:17 main:574] : INFO : Epoch 1824 | loss: 0.0311802 | val_loss: 0.0311926 | Time: 1628.25 ms [2022-04-13 05:51:18 main:574] : INFO : Epoch 1825 | loss: 0.0311776 | val_loss: 0.0311917 | Time: 1622.39 ms [2022-04-13 05:51:20 main:574] : INFO : Epoch 1826 | loss: 0.0311783 | val_loss: 0.0311916 | Time: 1632.04 ms [2022-04-13 05:51:22 main:574] : INFO : Epoch 1827 | loss: 0.0311793 | val_loss: 0.0311881 | Time: 1633.43 ms [2022-04-13 05:51:23 main:574] : INFO : Epoch 1828 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 1624.37 ms [2022-04-13 05:51:25 main:574] : INFO : Epoch 1829 | loss: 0.0311788 | val_loss: 0.0311903 | Time: 1636.53 ms [2022-04-13 05:51:27 main:574] : INFO : Epoch 1830 | loss: 0.0311782 | val_loss: 0.0311882 | Time: 1627.22 ms [2022-04-13 05:51:28 main:574] : INFO : Epoch 1831 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1633.16 ms [2022-04-13 05:51:30 main:574] : INFO : Epoch 1832 | loss: 0.0311782 | val_loss: 0.0311863 | Time: 1635.11 ms [2022-04-13 05:51:32 main:574] : INFO : Epoch 1833 | loss: 0.0311778 | val_loss: 0.0311911 | Time: 1631.23 ms [2022-04-13 05:51:33 main:574] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311857 | Time: 1634.44 ms [2022-04-13 05:51:45 main:574] : INFO : Epoch 1835 | loss: 0.0311768 | val_loss: 0.0311858 | Time: 11660.2 ms [2022-04-13 05:51:47 main:574] : INFO : Epoch 1836 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 1633.62 ms [2022-04-13 05:51:48 main:574] : INFO : Epoch 1837 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 1629.1 ms [2022-04-13 05:51:50 main:574] : INFO : Epoch 1838 | loss: 0.0311813 | val_loss: 0.0311879 | Time: 1636.03 ms [2022-04-13 05:51:51 main:574] : INFO : Epoch 1839 | loss: 0.0311802 | val_loss: 0.0311863 | Time: 1626.99 ms [2022-04-13 05:51:53 main:574] : INFO : Epoch 1840 | loss: 0.0311796 | val_loss: 0.0311888 | Time: 1632.51 ms [2022-04-13 05:51:55 main:574] : INFO : Epoch 1841 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 1635.32 ms [2022-04-13 05:51:56 main:574] : INFO : Epoch 1842 | loss: 0.0311782 | val_loss: 0.0311878 | Time: 1634.47 ms [2022-04-13 05:51:58 main:574] : INFO : Epoch 1843 | loss: 0.031179 | val_loss: 0.0311927 | Time: 1633.58 ms [2022-04-13 05:52:00 main:574] : INFO : Epoch 1844 | loss: 0.0311811 | val_loss: 0.0311966 | Time: 1634.16 ms [2022-04-13 05:52:01 main:574] : INFO : Epoch 1845 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 1636.73 ms [2022-04-13 05:52:03 main:574] : INFO : Epoch 1846 | loss: 0.0311794 | val_loss: 0.031192 | Time: 1634.4 ms [2022-04-13 05:52:05 main:574] : INFO : Epoch 1847 | loss: 0.0311798 | val_loss: 0.0311899 | Time: 1623.38 ms [2022-04-13 05:52:06 main:574] : INFO : Epoch 1848 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 1635.68 ms [2022-04-13 05:52:08 main:574] : INFO : Epoch 1849 | loss: 0.0311791 | val_loss: 0.031186 | Time: 1638.41 ms [2022-04-13 05:52:09 main:574] : INFO : Epoch 1850 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 1632.67 ms [2022-04-13 05:52:11 main:574] : INFO : Epoch 1851 | loss: 0.0311768 | val_loss: 0.0311857 | Time: 1630.02 ms [2022-04-13 05:52:13 main:574] : INFO : Epoch 1852 | loss: 0.031179 | val_loss: 0.0311919 | Time: 1637.46 ms [2022-04-13 05:52:14 main:574] : INFO : Epoch 1853 | loss: 0.0311901 | val_loss: 0.0311937 | Time: 1626.33 ms [2022-04-13 05:52:16 main:574] : INFO : Epoch 1854 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 1631.97 ms [2022-04-13 05:52:18 main:574] : INFO : Epoch 1855 | loss: 0.0311886 | val_loss: 0.0311947 | Time: 1632.62 ms [2022-04-13 05:52:19 main:574] : INFO : Epoch 1856 | loss: 0.031188 | val_loss: 0.0311933 | Time: 1634.25 ms [2022-04-13 05:52:21 main:574] : INFO : Epoch 1857 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 1638.71 ms [2022-04-13 05:52:23 main:574] : INFO : Epoch 1858 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 1630.08 ms [2022-04-13 05:52:24 main:574] : INFO : Epoch 1859 | loss: 0.0311844 | val_loss: 0.0311912 | Time: 1630.51 ms [2022-04-13 05:52:26 main:574] : INFO : Epoch 1860 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 1634.48 ms [2022-04-13 05:52:27 main:574] : INFO : Epoch 1861 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 1630.73 ms [2022-04-13 05:52:29 main:574] : INFO : Epoch 1862 | loss: 0.0311896 | val_loss: 0.031191 | Time: 1636.79 ms [2022-04-13 05:52:31 main:574] : INFO : Epoch 1863 | loss: 0.0311893 | val_loss: 0.0311926 | Time: 1633.21 ms [2022-04-13 05:52:32 main:574] : INFO : Epoch 1864 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 1632.41 ms [2022-04-13 05:52:34 main:574] : INFO : Epoch 1865 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 1631.94 ms [2022-04-13 05:52:36 main:574] : INFO : Epoch 1866 | loss: 0.0311861 | val_loss: 0.0311874 | Time: 1640 ms [2022-04-13 05:52:37 main:574] : INFO : Epoch 1867 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 1635.83 ms [2022-04-13 05:52:39 main:574] : INFO : Epoch 1868 | loss: 0.0311848 | val_loss: 0.0311878 | Time: 1637.39 ms [2022-04-13 05:52:41 main:574] : INFO : Epoch 1869 | loss: 0.0311849 | val_loss: 0.0311896 | Time: 1636.32 ms [2022-04-13 05:52:42 main:574] : INFO : Epoch 1870 | loss: 0.0311829 | val_loss: 0.0311911 | Time: 1629 ms [2022-04-13 05:52:44 main:574] : INFO : Epoch 1871 | loss: 0.0311871 | val_loss: 0.0311891 | Time: 1637.71 ms [2022-04-13 05:52:46 main:574] : INFO : Epoch 1872 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 1629.79 ms [2022-04-13 05:52:47 main:574] : INFO : Epoch 1873 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 1635.68 ms [2022-04-13 05:52:49 main:574] : INFO : Epoch 1874 | loss: 0.0311822 | val_loss: 0.0311856 | Time: 1634.2 ms [2022-04-13 05:52:50 main:574] : INFO : Epoch 1875 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 1638.06 ms [2022-04-13 05:52:52 main:574] : INFO : Epoch 1876 | loss: 0.0311809 | val_loss: 0.0311879 | Time: 1636.72 ms [2022-04-13 05:52:54 main:574] : INFO : Epoch 1877 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 1633.51 ms [2022-04-13 05:53:06 main:574] : INFO : Epoch 1878 | loss: 0.0311812 | val_loss: 0.0311892 | Time: 12050 ms [2022-04-13 05:53:07 main:574] : INFO : Epoch 1879 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 1655.41 ms [2022-04-13 05:53:09 main:574] : INFO : Epoch 1880 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 1639.87 ms [2022-04-13 05:53:11 main:574] : INFO : Epoch 1881 | loss: 0.0311796 | val_loss: 0.0311929 | Time: 1637.95 ms [2022-04-13 05:53:12 main:574] : INFO : Epoch 1882 | loss: 0.0311806 | val_loss: 0.0311859 | Time: 1640.28 ms [2022-04-13 05:53:14 main:574] : INFO : Epoch 1883 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 1643.12 ms [2022-04-13 05:53:16 main:574] : INFO : Epoch 1884 | loss: 0.0311769 | val_loss: 0.031184 | Time: 1639.68 ms [2022-04-13 05:53:17 main:574] : INFO : Epoch 1885 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 1649.61 ms [2022-04-13 05:53:19 main:574] : INFO : Epoch 1886 | loss: 0.0311778 | val_loss: 0.0311925 | Time: 1636.39 ms [2022-04-13 05:53:21 main:574] : INFO : Epoch 1887 | loss: 0.031177 | val_loss: 0.0311886 | Time: 1636.18 ms [2022-04-13 05:53:22 main:574] : INFO : Epoch 1888 | loss: 0.0311755 | val_loss: 0.0311942 | Time: 1628.66 ms [2022-04-13 05:53:24 main:574] : INFO : Epoch 1889 | loss: 0.031178 | val_loss: 0.0311896 | Time: 1638.37 ms [2022-04-13 05:53:26 main:574] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 1636.12 ms [2022-04-13 05:53:27 main:574] : INFO : Epoch 1891 | loss: 0.0311763 | val_loss: 0.0311873 | Time: 1637.15 ms [2022-04-13 05:53:29 main:574] : INFO : Epoch 1892 | loss: 0.0311764 | val_loss: 0.0311852 | Time: 1631.7 ms [2022-04-13 05:53:30 main:574] : INFO : Epoch 1893 | loss: 0.0311793 | val_loss: 0.0311869 | Time: 1634.5 ms [2022-04-13 05:53:32 main:574] : INFO : Epoch 1894 | loss: 0.0311807 | val_loss: 0.0311854 | Time: 1629.79 ms [2022-04-13 05:53:34 main:574] : INFO : Epoch 1895 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1636.05 ms [2022-04-13 05:53:35 main:574] : INFO : Epoch 1896 | loss: 0.0311844 | val_loss: 0.031192 | Time: 1630.37 ms [2022-04-13 05:53:37 main:574] : INFO : Epoch 1897 | loss: 0.0311868 | val_loss: 0.03119 | Time: 1632.46 ms [2022-04-13 05:53:39 main:574] : INFO : Epoch 1898 | loss: 0.031182 | val_loss: 0.0311865 | Time: 1640.59 ms [2022-04-13 05:53:40 main:574] : INFO : Epoch 1899 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 1637.52 ms [2022-04-13 05:53:42 main:574] : INFO : Epoch 1900 | loss: 0.0311783 | val_loss: 0.0311877 | Time: 1630.08 ms [2022-04-13 05:53:44 main:574] : INFO : Epoch 1901 | loss: 0.0311784 | val_loss: 0.0311892 | Time: 1636.06 ms [2022-04-13 05:53:45 main:574] : INFO : Epoch 1902 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 1637.66 ms [2022-04-13 05:53:47 main:574] : INFO : Epoch 1903 | loss: 0.0311787 | val_loss: 0.0311876 | Time: 1637.69 ms [2022-04-13 05:53:49 main:574] : INFO : Epoch 1904 | loss: 0.0311794 | val_loss: 0.0311937 | Time: 1645.86 ms [2022-04-13 05:53:50 main:574] : INFO : Epoch 1905 | loss: 0.0311784 | val_loss: 0.0311862 | Time: 1634.93 ms [2022-04-13 05:53:52 main:574] : INFO : Epoch 1906 | loss: 0.0311786 | val_loss: 0.0311918 | Time: 1629.98 ms [2022-04-13 05:53:53 main:574] : INFO : Epoch 1907 | loss: 0.031178 | val_loss: 0.0311918 | Time: 1634.79 ms [2022-04-13 05:53:55 main:574] : INFO : Epoch 1908 | loss: 0.031176 | val_loss: 0.0311839 | Time: 1637.24 ms [2022-04-13 05:53:57 main:574] : INFO : Epoch 1909 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 1640.31 ms [2022-04-13 05:53:58 main:574] : INFO : Epoch 1910 | loss: 0.0311758 | val_loss: 0.0311904 | Time: 1644.2 ms [2022-04-13 05:54:00 main:574] : INFO : Epoch 1911 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 1641 ms [2022-04-13 05:54:02 main:574] : INFO : Epoch 1912 | loss: 0.0311783 | val_loss: 0.0311906 | Time: 1632.49 ms [2022-04-13 05:54:03 main:574] : INFO : Epoch 1913 | loss: 0.0311844 | val_loss: 0.0311907 | Time: 1642.02 ms [2022-04-13 05:54:05 main:574] : INFO : Epoch 1914 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 1636.89 ms [2022-04-13 05:54:07 main:574] : INFO : Epoch 1915 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 1629.86 ms [2022-04-13 05:54:08 main:574] : INFO : Epoch 1916 | loss: 0.0311841 | val_loss: 0.0311971 | Time: 1631.8 ms [2022-04-13 05:54:10 main:574] : INFO : Epoch 1917 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 1629.27 ms [2022-04-13 05:54:12 main:574] : INFO : Epoch 1918 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 1627.41 ms [2022-04-13 05:54:13 main:574] : INFO : Epoch 1919 | loss: 0.03118 | val_loss: 0.0311857 | Time: 1626.74 ms [2022-04-13 05:54:15 main:574] : INFO : Epoch 1920 | loss: 0.031182 | val_loss: 0.0311854 | Time: 1636.02 ms [2022-04-13 05:54:16 main:574] : INFO : Epoch 1921 | loss: 0.0311794 | val_loss: 0.031185 | Time: 1645.72 ms [2022-04-13 05:54:18 main:574] : INFO : Epoch 1922 | loss: 0.0311801 | val_loss: 0.0311848 | Time: 1637.69 ms [2022-04-13 05:54:20 main:574] : INFO : Epoch 1923 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 1632.85 ms [2022-04-13 05:54:21 main:574] : INFO : Epoch 1924 | loss: 0.0311804 | val_loss: 0.0311973 | Time: 1631.21 ms [2022-04-13 05:54:23 main:574] : INFO : Epoch 1925 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 1629.16 ms [2022-04-13 05:54:25 main:574] : INFO : Epoch 1926 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 1627.83 ms [2022-04-13 05:54:26 main:574] : INFO : Epoch 1927 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 1638.38 ms [2022-04-13 05:54:28 main:574] : INFO : Epoch 1928 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 1625.21 ms [2022-04-13 05:54:30 main:574] : INFO : Epoch 1929 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 1634.36 ms [2022-04-13 05:54:31 main:574] : INFO : Epoch 1930 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 1633.98 ms [2022-04-13 05:54:33 main:574] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 1648.41 ms [2022-04-13 05:54:34 main:574] : INFO : Epoch 1932 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 1630.64 ms [2022-04-13 05:54:36 main:574] : INFO : Epoch 1933 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 1636.63 ms [2022-04-13 05:54:38 main:574] : INFO : Epoch 1934 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 1627.67 ms [2022-04-13 05:54:39 main:574] : INFO : Epoch 1935 | loss: 0.0311749 | val_loss: 0.0311871 | Time: 1634.31 ms [2022-04-13 05:54:41 main:574] : INFO : Epoch 1936 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 1640.82 ms [2022-04-13 05:54:43 main:574] : INFO : Epoch 1937 | loss: 0.031175 | val_loss: 0.0311862 | Time: 1636.6 ms [2022-04-13 05:54:44 main:574] : INFO : Epoch 1938 | loss: 0.0311762 | val_loss: 0.0311865 | Time: 1647.69 ms [2022-04-13 05:54:46 main:574] : INFO : Epoch 1939 | loss: 0.0311751 | val_loss: 0.0311863 | Time: 1636.75 ms [2022-04-13 05:54:48 main:574] : INFO : Epoch 1940 | loss: 0.031175 | val_loss: 0.0311917 | Time: 1626.06 ms [2022-04-13 05:54:49 main:574] : INFO : Epoch 1941 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 1636.97 ms [2022-04-13 05:54:51 main:574] : INFO : Epoch 1942 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 1633.54 ms [2022-04-13 05:54:53 main:574] : INFO : Epoch 1943 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 1632.64 ms [2022-04-13 05:54:54 main:574] : INFO : Epoch 1944 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 1638.54 ms [2022-04-13 05:55:06 main:574] : INFO : Epoch 1945 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 11874 ms [2022-04-13 05:55:08 main:574] : INFO : Epoch 1946 | loss: 0.0311727 | val_loss: 0.0311865 | Time: 1859.85 ms [2022-04-13 05:55:10 main:574] : INFO : Epoch 1947 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1630.11 ms [2022-04-13 05:55:11 main:574] : INFO : Epoch 1948 | loss: 0.0311728 | val_loss: 0.0311831 | Time: 1638.77 ms [2022-04-13 05:55:13 main:574] : INFO : Epoch 1949 | loss: 0.0311725 | val_loss: 0.0311892 | Time: 1625.88 ms [2022-04-13 05:55:14 main:574] : INFO : Epoch 1950 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 1643.16 ms [2022-04-13 05:55:16 main:574] : INFO : Epoch 1951 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 1629.69 ms [2022-04-13 05:55:18 main:574] : INFO : Epoch 1952 | loss: 0.0311726 | val_loss: 0.0311827 | Time: 1650.5 ms [2022-04-13 05:55:19 main:574] : INFO : Epoch 1953 | loss: 0.0311746 | val_loss: 0.031188 | Time: 1643.65 ms [2022-04-13 05:55:21 main:574] : INFO : Epoch 1954 | loss: 0.0311758 | val_loss: 0.0311916 | Time: 1639.9 ms [2022-04-13 05:55:23 main:574] : INFO : Epoch 1955 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 1630.98 ms [2022-04-13 05:55:24 main:574] : INFO : Epoch 1956 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 1640.72 ms [2022-04-13 05:55:26 main:574] : INFO : Epoch 1957 | loss: 0.0311738 | val_loss: 0.0311868 | Time: 1632.09 ms [2022-04-13 05:55:28 main:574] : INFO : Epoch 1958 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 1637.58 ms [2022-04-13 05:55:29 main:574] : INFO : Epoch 1959 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 1627.13 ms [2022-04-13 05:55:31 main:574] : INFO : Epoch 1960 | loss: 0.0311708 | val_loss: 0.0311843 | Time: 1640.67 ms [2022-04-13 05:55:33 main:574] : INFO : Epoch 1961 | loss: 0.031172 | val_loss: 0.0311857 | Time: 1640.43 ms [2022-04-13 05:55:34 main:574] : INFO : Epoch 1962 | loss: 0.0311727 | val_loss: 0.0311849 | Time: 1630.27 ms [2022-04-13 05:55:36 main:574] : INFO : Epoch 1963 | loss: 0.0311716 | val_loss: 0.0311857 | Time: 1634.9 ms [2022-04-13 05:55:37 main:574] : INFO : Epoch 1964 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 1638.1 ms [2022-04-13 05:55:39 main:574] : INFO : Epoch 1965 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 1635.66 ms [2022-04-13 05:55:41 main:574] : INFO : Epoch 1966 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 1630.02 ms [2022-04-13 05:55:42 main:574] : INFO : Epoch 1967 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 1635.65 ms [2022-04-13 05:55:44 main:574] : INFO : Epoch 1968 | loss: 0.0311734 | val_loss: 0.0311912 | Time: 1642.85 ms [2022-04-13 05:55:46 main:574] : INFO : Epoch 1969 | loss: 0.0311748 | val_loss: 0.0311892 | Time: 1629.43 ms [2022-04-13 05:55:58 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 12054.2 ms [2022-04-13 05:55:59 main:574] : INFO : Epoch 1971 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 1626.23 ms [2022-04-13 05:56:01 main:574] : INFO : Epoch 1972 | loss: 0.0311709 | val_loss: 0.0311866 | Time: 1634.94 ms [2022-04-13 05:56:03 main:574] : INFO : Epoch 1973 | loss: 0.031174 | val_loss: 0.0311903 | Time: 1640.52 ms [2022-04-13 05:56:04 main:574] : INFO : Epoch 1974 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 1632.2 ms [2022-04-13 05:56:06 main:574] : INFO : Epoch 1975 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 1633.39 ms [2022-04-13 05:56:08 main:574] : INFO : Epoch 1976 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 1628.3 ms [2022-04-13 05:56:09 main:574] : INFO : Epoch 1977 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 1624.1 ms [2022-04-13 05:56:11 main:574] : INFO : Epoch 1978 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 1631.77 ms [2022-04-13 05:56:12 main:574] : INFO : Epoch 1979 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 1634.67 ms [2022-04-13 05:56:14 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 1627.47 ms [2022-04-13 05:56:16 main:574] : INFO : Epoch 1981 | loss: 0.0311736 | val_loss: 0.0311846 | Time: 1635.16 ms [2022-04-13 05:56:17 main:574] : INFO : Epoch 1982 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1635.17 ms [2022-04-13 05:56:19 main:574] : INFO : Epoch 1983 | loss: 0.0311725 | val_loss: 0.0311836 | Time: 1629.73 ms [2022-04-13 05:56:21 main:574] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.0311844 | Time: 1645.49 ms [2022-04-13 05:56:22 main:574] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 1643.11 ms [2022-04-13 05:56:24 main:574] : INFO : Epoch 1986 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1637.71 ms [2022-04-13 05:56:26 main:574] : INFO : Epoch 1987 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 1642.54 ms [2022-04-13 05:56:27 main:574] : INFO : Epoch 1988 | loss: 0.0311773 | val_loss: 0.0311975 | Time: 1635.62 ms [2022-04-13 05:56:29 main:574] : INFO : Epoch 1989 | loss: 0.0311771 | val_loss: 0.0311838 | Time: 1641.66 ms [2022-04-13 05:56:31 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.0311897 | Time: 1638.65 ms [2022-04-13 05:56:32 main:574] : INFO : Epoch 1991 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1639.95 ms [2022-04-13 05:56:34 main:574] : INFO : Epoch 1992 | loss: 0.0311716 | val_loss: 0.0311831 | Time: 1633.68 ms [2022-04-13 05:56:35 main:574] : INFO : Epoch 1993 | loss: 0.0311717 | val_loss: 0.031182 | Time: 1630.15 ms [2022-04-13 05:56:37 main:574] : INFO : Epoch 1994 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 1633.6 ms [2022-04-13 05:56:39 main:574] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.0311836 | Time: 1638.91 ms [2022-04-13 05:56:40 main:574] : INFO : Epoch 1996 | loss: 0.031173 | val_loss: 0.0311823 | Time: 1628.11 ms [2022-04-13 05:56:42 main:574] : INFO : Epoch 1997 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 1639.77 ms [2022-04-13 05:56:44 main:574] : INFO : Epoch 1998 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 1639.58 ms [2022-04-13 05:56:45 main:574] : INFO : Epoch 1999 | loss: 0.0311719 | val_loss: 0.031187 | Time: 1645.85 ms [2022-04-13 05:56:57 main:574] : INFO : Epoch 2000 | loss: 0.0311709 | val_loss: 0.0311805 | Time: 11948.6 ms [2022-04-13 05:56:59 main:574] : INFO : Epoch 2001 | loss: 0.0311698 | val_loss: 0.031184 | Time: 1696.03 ms [2022-04-13 05:57:01 main:574] : INFO : Epoch 2002 | loss: 0.0311733 | val_loss: 0.0311966 | Time: 1638.17 ms [2022-04-13 05:57:02 main:574] : INFO : Epoch 2003 | loss: 0.0311743 | val_loss: 0.0311867 | Time: 1636.62 ms [2022-04-13 05:57:04 main:574] : INFO : Epoch 2004 | loss: 0.0311708 | val_loss: 0.031186 | Time: 1636.6 ms [2022-04-13 05:57:06 main:574] : INFO : Epoch 2005 | loss: 0.0311714 | val_loss: 0.0311854 | Time: 1637.9 ms [2022-04-13 05:57:07 main:574] : INFO : Epoch 2006 | loss: 0.0311709 | val_loss: 0.0311822 | Time: 1622.05 ms [2022-04-13 05:57:09 main:574] : INFO : Epoch 2007 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 1634.42 ms [2022-04-13 05:57:10 main:574] : INFO : Epoch 2008 | loss: 0.0311703 | val_loss: 0.0311861 | Time: 1630.01 ms [2022-04-13 05:57:12 main:574] : INFO : Epoch 2009 | loss: 0.0311741 | val_loss: 0.0311848 | Time: 1631.75 ms [2022-04-13 05:57:14 main:574] : INFO : Epoch 2010 | loss: 0.031172 | val_loss: 0.0311851 | Time: 1644.82 ms [2022-04-13 05:57:15 main:574] : INFO : Epoch 2011 | loss: 0.0311709 | val_loss: 0.0311824 | Time: 1637.82 ms [2022-04-13 05:57:17 main:574] : INFO : Epoch 2012 | loss: 0.0311709 | val_loss: 0.0311922 | Time: 1641.64 ms [2022-04-13 05:57:19 main:574] : INFO : Epoch 2013 | loss: 0.031173 | val_loss: 0.0311844 | Time: 1634.93 ms [2022-04-13 05:57:20 main:574] : INFO : Epoch 2014 | loss: 0.0311695 | val_loss: 0.0311838 | Time: 1636.28 ms [2022-04-13 05:57:22 main:574] : INFO : Epoch 2015 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 1630.35 ms [2022-04-13 05:57:24 main:574] : INFO : Epoch 2016 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 1642.94 ms [2022-04-13 05:57:25 main:574] : INFO : Epoch 2017 | loss: 0.0311709 | val_loss: 0.0311897 | Time: 1630.42 ms [2022-04-13 05:57:27 main:574] : INFO : Epoch 2018 | loss: 0.0311754 | val_loss: 0.031183 | Time: 1634.14 ms [2022-04-13 05:57:29 main:574] : INFO : Epoch 2019 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 1634.75 ms [2022-04-13 05:57:30 main:574] : INFO : Epoch 2020 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1634.47 ms [2022-04-13 05:57:32 main:574] : INFO : Epoch 2021 | loss: 0.0311697 | val_loss: 0.0311858 | Time: 1637.17 ms [2022-04-13 05:57:33 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 1633.14 ms [2022-04-13 05:57:35 main:574] : INFO : Epoch 2023 | loss: 0.0311736 | val_loss: 0.0311883 | Time: 1631.62 ms [2022-04-13 05:57:37 main:574] : INFO : Epoch 2024 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 1634.11 ms [2022-04-13 05:57:38 main:574] : INFO : Epoch 2025 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 1627.11 ms [2022-04-13 05:57:40 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 1635.49 ms [2022-04-13 05:57:42 main:574] : INFO : Epoch 2027 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 1634.83 ms [2022-04-13 05:57:43 main:574] : INFO : Epoch 2028 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 1633.08 ms [2022-04-13 05:57:45 main:574] : INFO : Epoch 2029 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 1630.99 ms [2022-04-13 05:57:47 main:574] : INFO : Epoch 2030 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1639.74 ms [2022-04-13 05:57:59 main:574] : INFO : Epoch 2031 | loss: 0.0311742 | val_loss: 0.031181 | Time: 12071.9 ms [2022-04-13 05:58:00 main:574] : INFO : Epoch 2032 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1634.05 ms [2022-04-13 05:58:02 main:574] : INFO : Epoch 2033 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 1635.78 ms [2022-04-13 05:58:04 main:574] : INFO : Epoch 2034 | loss: 0.0311802 | val_loss: 0.0311833 | Time: 1624.47 ms [2022-04-13 05:58:05 main:574] : INFO : Epoch 2035 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 1636.91 ms [2022-04-13 05:58:07 main:574] : INFO : Epoch 2036 | loss: 0.0311811 | val_loss: 0.0311818 | Time: 1645.26 ms [2022-04-13 05:58:08 main:574] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311837 | Time: 1627.03 ms [2022-04-13 05:58:10 main:574] : INFO : Epoch 2038 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1636.55 ms [2022-04-13 05:58:12 main:574] : INFO : Epoch 2039 | loss: 0.0311768 | val_loss: 0.0311836 | Time: 1628.33 ms [2022-04-13 05:58:13 main:574] : INFO : Epoch 2040 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 1634.95 ms [2022-04-13 05:58:15 main:574] : INFO : Epoch 2041 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 1633.29 ms [2022-04-13 05:58:17 main:574] : INFO : Epoch 2042 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1635.7 ms [2022-04-13 05:58:18 main:574] : INFO : Epoch 2043 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 1629.79 ms [2022-04-13 05:58:20 main:574] : INFO : Epoch 2044 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 1636.52 ms [2022-04-13 05:58:22 main:574] : INFO : Epoch 2045 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 1642.7 ms [2022-04-13 05:58:23 main:574] : INFO : Epoch 2046 | loss: 0.031174 | val_loss: 0.0311787 | Time: 1628.81 ms [2022-04-13 05:58:25 main:574] : INFO : Epoch 2047 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1628.88 ms [2022-04-13 05:58:27 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 1624.61 ms [2022-04-13 05:58:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311804 [2022-04-13 05:58:27 main:603] : INFO : Saving end state to config to file [2022-04-13 05:58:27 main:608] : INFO : Success, exiting.. 05:58:27 (30580): 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)