Task 12590990
| Name | ParityModified-1645996209-16060-2-0_0 |
| Workunit | 9749908 |
| Created | 6 Mar 2022, 2:29:53 UTC |
| Sent | 7 Mar 2022, 9:40:48 UTC |
| Report deadline | 15 Mar 2022, 9:40:48 UTC |
| Received | 7 Mar 2022, 12:40:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 8 sec |
| CPU time | 1 hours 12 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-03-07 05:22:18 main:574] : INFO : Epoch 1542 | loss: 0.0311992 | val_loss: 0.031212 | Time: 2155.31 ms [2022-03-07 05:22:20 main:574] : INFO : Epoch 1543 | loss: 0.0312005 | val_loss: 0.031207 | Time: 2157.28 ms [2022-03-07 05:22:22 main:574] : INFO : Epoch 1544 | loss: 0.0311991 | val_loss: 0.031206 | Time: 2162.13 ms [2022-03-07 05:22:24 main:574] : INFO : Epoch 1545 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 2165.4 ms [2022-03-07 05:22:27 main:574] : INFO : Epoch 1546 | loss: 0.0311969 | val_loss: 0.0312078 | Time: 2167.24 ms [2022-03-07 05:22:29 main:574] : INFO : Epoch 1547 | loss: 0.0311972 | val_loss: 0.0312076 | Time: 2156.29 ms [2022-03-07 05:22:31 main:574] : INFO : Epoch 1548 | loss: 0.0311982 | val_loss: 0.0312079 | Time: 2159.75 ms [2022-03-07 05:22:33 main:574] : INFO : Epoch 1549 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 2160.5 ms [2022-03-07 05:22:35 main:574] : INFO : Epoch 1550 | loss: 0.031197 | val_loss: 0.031209 | Time: 2159.1 ms [2022-03-07 05:22:37 main:574] : INFO : Epoch 1551 | loss: 0.0311973 | val_loss: 0.031205 | Time: 2155.73 ms [2022-03-07 05:22:39 main:574] : INFO : Epoch 1552 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 2158.06 ms [2022-03-07 05:22:42 main:574] : INFO : Epoch 1553 | loss: 0.0311961 | val_loss: 0.0312059 | Time: 2153.44 ms [2022-03-07 05:22:44 main:574] : INFO : Epoch 1554 | loss: 0.0311964 | val_loss: 0.031205 | Time: 2158.83 ms [2022-03-07 05:22:46 main:574] : INFO : Epoch 1555 | loss: 0.0311955 | val_loss: 0.0312045 | Time: 2157.16 ms [2022-03-07 05:22:48 main:574] : INFO : Epoch 1556 | loss: 0.0311957 | val_loss: 0.0312046 | Time: 2154.2 ms [2022-03-07 05:22:50 main:574] : INFO : Epoch 1557 | loss: 0.0311955 | val_loss: 0.0312058 | Time: 2154.01 ms [2022-03-07 05:22:52 main:574] : INFO : Epoch 1558 | loss: 0.0311964 | val_loss: 0.0312092 | Time: 2151.74 ms [2022-03-07 05:22:55 main:574] : INFO : Epoch 1559 | loss: 0.0311979 | val_loss: 0.0312081 | Time: 2143.55 ms [2022-03-07 05:22:57 main:574] : INFO : Epoch 1560 | loss: 0.0311955 | val_loss: 0.0312051 | Time: 2143.38 ms [2022-03-07 05:22:59 main:574] : INFO : Epoch 1561 | loss: 0.0311959 | val_loss: 0.0312088 | Time: 2146.9 ms [2022-03-07 05:23:01 main:574] : INFO : Epoch 1562 | loss: 0.0311972 | val_loss: 0.0312085 | Time: 2145.75 ms [2022-03-07 05:23:03 main:574] : INFO : Epoch 1563 | loss: 0.0311968 | val_loss: 0.0312103 | Time: 2157.31 ms [2022-03-07 05:23:05 main:574] : INFO : Epoch 1564 | loss: 0.0312008 | val_loss: 0.031207 | Time: 2154.86 ms [2022-03-07 05:23:07 main:574] : INFO : Epoch 1565 | loss: 0.0312036 | val_loss: 0.0312065 | Time: 2152.92 ms [2022-03-07 05:23:10 main:574] : INFO : Epoch 1566 | loss: 0.031197 | val_loss: 0.0312052 | Time: 2161.97 ms [2022-03-07 05:23:12 main:574] : INFO : Epoch 1567 | loss: 0.0311971 | val_loss: 0.0312048 | Time: 2160.96 ms [2022-03-07 05:23:14 main:574] : INFO : Epoch 1568 | loss: 0.0311994 | val_loss: 0.0312047 | Time: 2153.56 ms [2022-03-07 05:23:16 main:574] : INFO : Epoch 1569 | loss: 0.0311995 | val_loss: 0.0312044 | Time: 2152.88 ms [2022-03-07 05:23:18 main:574] : INFO : Epoch 1570 | loss: 0.0311996 | val_loss: 0.0312047 | Time: 2152.67 ms [2022-03-07 05:23:20 main:574] : INFO : Epoch 1571 | loss: 0.0312013 | val_loss: 0.0312029 | Time: 2153.98 ms [2022-03-07 05:23:23 main:574] : INFO : Epoch 1572 | loss: 0.031198 | val_loss: 0.0312025 | Time: 2151.66 ms [2022-03-07 05:23:25 main:574] : INFO : Epoch 1573 | loss: 0.0311962 | val_loss: 0.0312018 | Time: 2146.89 ms [2022-03-07 05:23:27 main:574] : INFO : Epoch 1574 | loss: 0.0311982 | val_loss: 0.0312046 | Time: 2146.27 ms [2022-03-07 05:23:29 main:574] : INFO : Epoch 1575 | loss: 0.031201 | val_loss: 0.0312028 | Time: 2141.81 ms [2022-03-07 05:23:31 main:574] : INFO : Epoch 1576 | loss: 0.0311978 | val_loss: 0.0312009 | Time: 2145.77 ms [2022-03-07 05:23:33 main:574] : INFO : Epoch 1577 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 2147.3 ms [2022-03-07 05:23:35 main:574] : INFO : Epoch 1578 | loss: 0.0311985 | val_loss: 0.031206 | Time: 2151.58 ms [2022-03-07 05:23:38 main:574] : INFO : Epoch 1579 | loss: 0.0311987 | val_loss: 0.0312018 | Time: 2165.23 ms [2022-03-07 05:23:40 main:574] : INFO : Epoch 1580 | loss: 0.0311961 | val_loss: 0.0312018 | Time: 2155.77 ms [2022-03-07 05:23:42 main:574] : INFO : Epoch 1581 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 2163.75 ms [2022-03-07 05:23:44 main:574] : INFO : Epoch 1582 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 2163.32 ms [2022-03-07 05:23:46 main:574] : INFO : Epoch 1583 | loss: 0.0311954 | val_loss: 0.031202 | Time: 2159.52 ms [2022-03-07 05:23:48 main:574] : INFO : Epoch 1584 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 2166.55 ms [2022-03-07 05:23:51 main:574] : INFO : Epoch 1585 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 2170.03 ms [2022-03-07 05:23:53 main:574] : INFO : Epoch 1586 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 2161.47 ms [2022-03-07 05:23:55 main:574] : INFO : Epoch 1587 | loss: 0.0311939 | val_loss: 0.031202 | Time: 2157.86 ms [2022-03-07 05:23:57 main:574] : INFO : Epoch 1588 | loss: 0.0311956 | val_loss: 0.031202 | Time: 2163.95 ms [2022-03-07 05:23:59 main:574] : INFO : Epoch 1589 | loss: 0.0311935 | val_loss: 0.0312003 | Time: 2159.05 ms [2022-03-07 05:24:01 main:574] : INFO : Epoch 1590 | loss: 0.031194 | val_loss: 0.0311993 | Time: 2169.28 ms [2022-03-07 05:24:04 main:574] : INFO : Epoch 1591 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 2154.55 ms [2022-03-07 05:24:06 main:574] : INFO : Epoch 1592 | loss: 0.0311976 | val_loss: 0.0312002 | Time: 2159.03 ms [2022-03-07 05:24:08 main:574] : INFO : Epoch 1593 | loss: 0.0311965 | val_loss: 0.031202 | Time: 2189.44 ms [2022-03-07 05:24:10 main:574] : INFO : Epoch 1594 | loss: 0.0311938 | val_loss: 0.0312002 | Time: 2148.43 ms [2022-03-07 05:24:12 main:574] : INFO : Epoch 1595 | loss: 0.0311941 | val_loss: 0.0312006 | Time: 2156.77 ms [2022-03-07 05:24:14 main:574] : INFO : Epoch 1596 | loss: 0.0311937 | val_loss: 0.0312015 | Time: 2157.76 ms [2022-03-07 05:24:17 main:574] : INFO : Epoch 1597 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 2168.28 ms [2022-03-07 05:24:19 main:574] : INFO : Epoch 1598 | loss: 0.031194 | val_loss: 0.0312012 | Time: 2151.83 ms [2022-03-07 05:24:21 main:574] : INFO : Epoch 1599 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 2160.44 ms [2022-03-07 05:24:23 main:574] : INFO : Epoch 1600 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 2184.29 ms [2022-03-07 05:24:25 main:574] : INFO : Epoch 1601 | loss: 0.031192 | val_loss: 0.031201 | Time: 2158.97 ms [2022-03-07 05:24:28 main:574] : INFO : Epoch 1602 | loss: 0.0311935 | val_loss: 0.0312003 | Time: 2147.24 ms [2022-03-07 05:24:30 main:574] : INFO : Epoch 1603 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 2152.37 ms [2022-03-07 05:24:32 main:574] : INFO : Epoch 1604 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 2160.95 ms [2022-03-07 05:24:34 main:574] : INFO : Epoch 1605 | loss: 0.0311923 | val_loss: 0.0312008 | Time: 2153.97 ms [2022-03-07 05:24:37 main:574] : INFO : Epoch 1606 | loss: 0.0311928 | val_loss: 0.0312001 | Time: 2175.57 ms [2022-03-07 05:24:39 main:574] : INFO : Epoch 1607 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 2147.65 ms [2022-03-07 05:24:41 main:574] : INFO : Epoch 1608 | loss: 0.0311969 | val_loss: 0.0312033 | Time: 2153.74 ms [2022-03-07 05:24:43 main:574] : INFO : Epoch 1609 | loss: 0.0311948 | val_loss: 0.0312033 | Time: 2163.8 ms [2022-03-07 05:24:45 main:574] : INFO : Epoch 1610 | loss: 0.0311982 | val_loss: 0.0312021 | Time: 2168.33 ms [2022-03-07 05:24:48 main:574] : INFO : Epoch 1611 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 2146.61 ms [2022-03-07 05:24:50 main:574] : INFO : Epoch 1612 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 2159.72 ms [2022-03-07 05:24:52 main:574] : INFO : Epoch 1613 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 2145.86 ms [2022-03-07 05:24:54 main:574] : INFO : Epoch 1614 | loss: 0.0311936 | val_loss: 0.0311975 | Time: 2163.29 ms [2022-03-07 05:24:56 main:574] : INFO : Epoch 1615 | loss: 0.0311917 | val_loss: 0.0311962 | Time: 2154.07 ms [2022-03-07 05:24:58 main:574] : INFO : Epoch 1616 | loss: 0.0311909 | val_loss: 0.0311977 | Time: 2159.63 ms [2022-03-07 05:25:01 main:574] : INFO : Epoch 1617 | loss: 0.0311908 | val_loss: 0.0311995 | Time: 2161.92 ms [2022-03-07 05:25:03 main:574] : INFO : Epoch 1618 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 2151.47 ms [2022-03-07 05:25:05 main:574] : INFO : Epoch 1619 | loss: 0.0311956 | val_loss: 0.0312015 | Time: 2146.39 ms [2022-03-07 05:25:07 main:574] : INFO : Epoch 1620 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 2149.82 ms [2022-03-07 05:25:09 main:574] : INFO : Epoch 1621 | loss: 0.0311919 | val_loss: 0.0311985 | Time: 2145.46 ms [2022-03-07 05:25:11 main:574] : INFO : Epoch 1622 | loss: 0.0311913 | val_loss: 0.0311986 | Time: 2140.64 ms [2022-03-07 05:25:14 main:574] : INFO : Epoch 1623 | loss: 0.0311926 | val_loss: 0.0311993 | Time: 2147 ms [2022-03-07 05:25:16 main:574] : INFO : Epoch 1624 | loss: 0.0311931 | val_loss: 0.0312012 | Time: 2148.2 ms [2022-03-07 05:25:18 main:574] : INFO : Epoch 1625 | loss: 0.0311918 | val_loss: 0.0311975 | Time: 2148.21 ms [2022-03-07 05:25:20 main:574] : INFO : Epoch 1626 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 2153.44 ms [2022-03-07 05:25:22 main:574] : INFO : Epoch 1627 | loss: 0.0311897 | val_loss: 0.0311972 | Time: 2163.1 ms [2022-03-07 05:25:24 main:574] : INFO : Epoch 1628 | loss: 0.0311885 | val_loss: 0.0311986 | Time: 2158 ms [2022-03-07 05:25:26 main:574] : INFO : Epoch 1629 | loss: 0.0311895 | val_loss: 0.0311969 | Time: 2150.4 ms [2022-03-07 05:25:29 main:574] : INFO : Epoch 1630 | loss: 0.0311877 | val_loss: 0.0311946 | Time: 2155.15 ms [2022-03-07 05:25:31 main:574] : INFO : Epoch 1631 | loss: 0.0311881 | val_loss: 0.0311956 | Time: 2156.57 ms [2022-03-07 05:25:33 main:574] : INFO : Epoch 1632 | loss: 0.0311949 | val_loss: 0.0312059 | Time: 2152.56 ms [2022-03-07 05:25:35 main:574] : INFO : Epoch 1633 | loss: 0.0311988 | val_loss: 0.0312049 | Time: 2151.2 ms [2022-03-07 05:25:37 main:574] : INFO : Epoch 1634 | loss: 0.0311969 | val_loss: 0.0312002 | Time: 2146.4 ms [2022-03-07 05:25:39 main:574] : INFO : Epoch 1635 | loss: 0.0311949 | val_loss: 0.031199 | Time: 2142.06 ms [2022-03-07 05:25:42 main:574] : INFO : Epoch 1636 | loss: 0.0311946 | val_loss: 0.0311976 | Time: 2140.65 ms [2022-03-07 05:25:44 main:574] : INFO : Epoch 1637 | loss: 0.0311944 | val_loss: 0.0312048 | Time: 2146.6 ms [2022-03-07 05:25:46 main:574] : INFO : Epoch 1638 | loss: 0.0311945 | val_loss: 0.0312017 | Time: 2156.65 ms [2022-03-07 05:25:48 main:574] : INFO : Epoch 1639 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 2158.47 ms [2022-03-07 05:25:50 main:574] : INFO : Epoch 1640 | loss: 0.0312052 | val_loss: 0.0312085 | Time: 2154.77 ms [2022-03-07 05:25:52 main:574] : INFO : Epoch 1641 | loss: 0.0312056 | val_loss: 0.0312075 | Time: 2162.63 ms [2022-03-07 05:25:54 main:574] : INFO : Epoch 1642 | loss: 0.031203 | val_loss: 0.0312057 | Time: 2159.08 ms [2022-03-07 05:25:57 main:574] : INFO : Epoch 1643 | loss: 0.0312007 | val_loss: 0.031204 | Time: 2156.31 ms [2022-03-07 05:25:59 main:574] : INFO : Epoch 1644 | loss: 0.0311989 | val_loss: 0.0312034 | Time: 2157.5 ms [2022-03-07 05:26:01 main:574] : INFO : Epoch 1645 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 2152.99 ms [2022-03-07 05:26:03 main:574] : INFO : Epoch 1646 | loss: 0.0311973 | val_loss: 0.0312013 | Time: 2155.5 ms [2022-03-07 05:26:05 main:574] : INFO : Epoch 1647 | loss: 0.031196 | val_loss: 0.0312002 | Time: 2158.33 ms [2022-03-07 05:26:07 main:574] : INFO : Epoch 1648 | loss: 0.0311954 | val_loss: 0.0311991 | Time: 2147.94 ms [2022-03-07 05:26:10 main:574] : INFO : Epoch 1649 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 2153.15 ms [2022-03-07 05:26:12 main:574] : INFO : Epoch 1650 | loss: 0.0311973 | val_loss: 0.0312019 | Time: 2149.88 ms [2022-03-07 05:26:14 main:574] : INFO : Epoch 1651 | loss: 0.0311949 | val_loss: 0.031198 | Time: 2143.22 ms [2022-03-07 05:26:16 main:574] : INFO : Epoch 1652 | loss: 0.0311934 | val_loss: 0.0311978 | Time: 2148.7 ms [2022-03-07 05:26:18 main:574] : INFO : Epoch 1653 | loss: 0.0311937 | val_loss: 0.0311978 | Time: 2150.17 ms [2022-03-07 05:26:20 main:574] : INFO : Epoch 1654 | loss: 0.0311916 | val_loss: 0.0311977 | Time: 2152.83 ms [2022-03-07 05:26:22 main:574] : INFO : Epoch 1655 | loss: 0.0311913 | val_loss: 0.0311967 | Time: 2153.72 ms [2022-03-07 05:26:25 main:574] : INFO : Epoch 1656 | loss: 0.0311925 | val_loss: 0.0311964 | Time: 2162.42 ms [2022-03-07 05:26:27 main:574] : INFO : Epoch 1657 | loss: 0.0311892 | val_loss: 0.0311894 | Time: 2151.83 ms [2022-03-07 05:26:29 main:574] : INFO : Epoch 1658 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 2167.58 ms [2022-03-07 05:26:31 main:574] : INFO : Epoch 1659 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 2157.28 ms [2022-03-07 05:26:33 main:574] : INFO : Epoch 1660 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 2154.49 ms [2022-03-07 05:26:35 main:574] : INFO : Epoch 1661 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 2157.56 ms [2022-03-07 05:26:38 main:574] : INFO : Epoch 1662 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 2153.82 ms [2022-03-07 05:26:40 main:574] : INFO : Epoch 1663 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 2156.65 ms [2022-03-07 05:26:42 main:574] : INFO : Epoch 1664 | loss: 0.0311794 | val_loss: 0.0311921 | Time: 2157.4 ms [2022-03-07 05:26:44 main:574] : INFO : Epoch 1665 | loss: 0.031179 | val_loss: 0.031183 | Time: 2159.41 ms [2022-03-07 05:26:46 main:574] : INFO : Epoch 1666 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 2154.04 ms [2022-03-07 05:26:48 main:574] : INFO : Epoch 1667 | loss: 0.0311796 | val_loss: 0.0311882 | Time: 2153.82 ms [2022-03-07 05:26:51 main:574] : INFO : Epoch 1668 | loss: 0.03118 | val_loss: 0.0311895 | Time: 2152.02 ms [2022-03-07 05:26:53 main:574] : INFO : Epoch 1669 | loss: 0.0311793 | val_loss: 0.031184 | Time: 2140.87 ms [2022-03-07 05:26:55 main:574] : INFO : Epoch 1670 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 2142.02 ms [2022-03-07 05:26:57 main:574] : INFO : Epoch 1671 | loss: 0.0311762 | val_loss: 0.0311849 | Time: 2146.82 ms [2022-03-07 05:26:59 main:574] : INFO : Epoch 1672 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 2143.6 ms [2022-03-07 05:27:01 main:574] : INFO : Epoch 1673 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 2152.7 ms [2022-03-07 05:27:03 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.0311862 | Time: 2162.24 ms [2022-03-07 05:27:06 main:574] : INFO : Epoch 1675 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 2158.2 ms [2022-03-07 05:27:08 main:574] : INFO : Epoch 1676 | loss: 0.0311793 | val_loss: 0.031181 | Time: 2158.2 ms [2022-03-07 05:27:10 main:574] : INFO : Epoch 1677 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 2152.49 ms [2022-03-07 05:27:12 main:574] : INFO : Epoch 1678 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 2152.89 ms [2022-03-07 05:27:14 main:574] : INFO : Epoch 1679 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 2154.51 ms [2022-03-07 05:27:16 main:574] : INFO : Epoch 1680 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2144 ms [2022-03-07 05:27:19 main:574] : INFO : Epoch 1681 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2152.03 ms [2022-03-07 05:27:21 main:574] : INFO : Epoch 1682 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 2145.48 ms [2022-03-07 05:27:23 main:574] : INFO : Epoch 1683 | loss: 0.0311819 | val_loss: 0.0311824 | Time: 2142.98 ms [2022-03-07 05:27:25 main:574] : INFO : Epoch 1684 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2140.2 ms [2022-03-07 05:27:27 main:574] : INFO : Epoch 1685 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 2150.6 ms [2022-03-07 05:27:29 main:574] : INFO : Epoch 1686 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 2159.58 ms [2022-03-07 05:27:31 main:574] : INFO : Epoch 1687 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 2157.4 ms [2022-03-07 05:27:34 main:574] : INFO : Epoch 1688 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 2157.82 ms [2022-03-07 05:27:36 main:574] : INFO : Epoch 1689 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 2163.32 ms [2022-03-07 05:27:38 main:574] : INFO : Epoch 1690 | loss: 0.0311899 | val_loss: 0.0311899 | Time: 2158.32 ms [2022-03-07 05:27:40 main:574] : INFO : Epoch 1691 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 2155.86 ms [2022-03-07 05:27:42 main:574] : INFO : Epoch 1692 | loss: 0.0311853 | val_loss: 0.0311844 | Time: 2154.81 ms [2022-03-07 05:27:44 main:574] : INFO : Epoch 1693 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 2158.85 ms [2022-03-07 05:27:47 main:574] : INFO : Epoch 1694 | loss: 0.0311853 | val_loss: 0.0311822 | Time: 2155.58 ms [2022-03-07 05:27:49 main:574] : INFO : Epoch 1695 | loss: 0.0311852 | val_loss: 0.0311839 | Time: 2152.87 ms [2022-03-07 05:27:51 main:574] : INFO : Epoch 1696 | loss: 0.0311841 | val_loss: 0.0311846 | Time: 2159.29 ms [2022-03-07 05:27:53 main:574] : INFO : Epoch 1697 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 2154.85 ms [2022-03-07 05:27:55 main:574] : INFO : Epoch 1698 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2153.41 ms [2022-03-07 05:27:57 main:574] : INFO : Epoch 1699 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 2154.74 ms [2022-03-07 05:27:59 main:574] : INFO : Epoch 1700 | loss: 0.0311826 | val_loss: 0.031188 | Time: 2154.32 ms [2022-03-07 05:28:02 main:574] : INFO : Epoch 1701 | loss: 0.0311834 | val_loss: 0.0311862 | Time: 2139.16 ms [2022-03-07 05:28:04 main:574] : INFO : Epoch 1702 | loss: 0.0311829 | val_loss: 0.0311894 | Time: 2140.42 ms [2022-03-07 05:28:06 main:574] : INFO : Epoch 1703 | loss: 0.0311861 | val_loss: 0.031191 | Time: 2142.81 ms [2022-03-07 05:28:08 main:574] : INFO : Epoch 1704 | loss: 0.0311849 | val_loss: 0.031187 | Time: 2156.72 ms [2022-03-07 05:28:10 main:574] : INFO : Epoch 1705 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 2161.68 ms [2022-03-07 05:28:12 main:574] : INFO : Epoch 1706 | loss: 0.0311854 | val_loss: 0.0311876 | Time: 2158.54 ms [2022-03-07 05:28:15 main:574] : INFO : Epoch 1707 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 2162.21 ms [2022-03-07 05:28:17 main:574] : INFO : Epoch 1708 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 2157.98 ms [2022-03-07 05:28:19 main:574] : INFO : Epoch 1709 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 2162.64 ms [2022-03-07 05:28:21 main:574] : INFO : Epoch 1710 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 2163.21 ms [2022-03-07 05:28:23 main:574] : INFO : Epoch 1711 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 2162.28 ms [2022-03-07 05:28:25 main:574] : INFO : Epoch 1712 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 2160.38 ms [2022-03-07 05:28:28 main:574] : INFO : Epoch 1713 | loss: 0.0311865 | val_loss: 0.0311938 | Time: 2167.87 ms [2022-03-07 05:28:30 main:574] : INFO : Epoch 1714 | loss: 0.0311879 | val_loss: 0.0311895 | Time: 2161.88 ms [2022-03-07 05:28:32 main:574] : INFO : Epoch 1715 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 2162.78 ms [2022-03-07 05:28:34 main:574] : INFO : Epoch 1716 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2163.05 ms [2022-03-07 05:28:36 main:574] : INFO : Epoch 1717 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 2156.85 ms [2022-03-07 05:28:38 main:574] : INFO : Epoch 1718 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 2162.35 ms [2022-03-07 05:28:41 main:574] : INFO : Epoch 1719 | loss: 0.0311811 | val_loss: 0.0311797 | Time: 2160.39 ms [2022-03-07 05:28:43 main:574] : INFO : Epoch 1720 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 2158.47 ms [2022-03-07 05:28:45 main:574] : INFO : Epoch 1721 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2164.12 ms [2022-03-07 05:28:47 main:574] : INFO : Epoch 1722 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 2159.45 ms [2022-03-07 05:28:49 main:574] : INFO : Epoch 1723 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 2164.42 ms [2022-03-07 05:28:51 main:574] : INFO : Epoch 1724 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 2161.87 ms [2022-03-07 05:28:54 main:574] : INFO : Epoch 1725 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 2166.05 ms [2022-03-07 05:28:56 main:574] : INFO : Epoch 1726 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 2162.86 ms [2022-03-07 05:28:58 main:574] : INFO : Epoch 1727 | loss: 0.0311806 | val_loss: 0.031185 | Time: 2159.15 ms [2022-03-07 05:29:00 main:574] : INFO : Epoch 1728 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 2164.57 ms [2022-03-07 05:29:02 main:574] : INFO : Epoch 1729 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 2158.15 ms [2022-03-07 05:29:04 main:574] : INFO : Epoch 1730 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 2167.57 ms [2022-03-07 05:29:07 main:574] : INFO : Epoch 1731 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 2162.78 ms [2022-03-07 05:29:09 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 2162.43 ms [2022-03-07 05:29:11 main:574] : INFO : Epoch 1733 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 2161.52 ms [2022-03-07 05:29:13 main:574] : INFO : Epoch 1734 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 2160.78 ms [2022-03-07 05:29:15 main:574] : INFO : Epoch 1735 | loss: 0.0311778 | val_loss: 0.0311826 | Time: 2157.91 ms [2022-03-07 05:29:17 main:574] : INFO : Epoch 1736 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2161.26 ms [2022-03-07 05:29:19 main:574] : INFO : Epoch 1737 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2168.66 ms [2022-03-07 05:29:22 main:574] : INFO : Epoch 1738 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 2157.52 ms [2022-03-07 05:29:24 main:574] : INFO : Epoch 1739 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 2162.02 ms [2022-03-07 05:29:26 main:574] : INFO : Epoch 1740 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 2161.53 ms [2022-03-07 05:29:28 main:574] : INFO : Epoch 1741 | loss: 0.0311769 | val_loss: 0.031186 | Time: 2163.26 ms [2022-03-07 05:29:30 main:574] : INFO : Epoch 1742 | loss: 0.0311801 | val_loss: 0.031184 | Time: 2158.61 ms [2022-03-07 05:29:32 main:574] : INFO : Epoch 1743 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 2164.45 ms [2022-03-07 05:29:35 main:574] : INFO : Epoch 1744 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2159.71 ms [2022-03-07 05:29:37 main:574] : INFO : Epoch 1745 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 2161.72 ms [2022-03-07 05:29:39 main:574] : INFO : Epoch 1746 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 2158.81 ms [2022-03-07 05:29:41 main:574] : INFO : Epoch 1747 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 2165.53 ms [2022-03-07 05:29:43 main:574] : INFO : Epoch 1748 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 2158.61 ms [2022-03-07 05:29:45 main:574] : INFO : Epoch 1749 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 2155.35 ms [2022-03-07 05:29:48 main:574] : INFO : Epoch 1750 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2159.41 ms [2022-03-07 05:29:50 main:574] : INFO : Epoch 1751 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 2165.96 ms [2022-03-07 05:29:52 main:574] : INFO : Epoch 1752 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 2163.31 ms [2022-03-07 05:29:54 main:574] : INFO : Epoch 1753 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 2166.65 ms [2022-03-07 05:29:56 main:574] : INFO : Epoch 1754 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 2161.88 ms [2022-03-07 05:29:58 main:574] : INFO : Epoch 1755 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 2163.52 ms [2022-03-07 05:30:01 main:574] : INFO : Epoch 1756 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 2162.99 ms [2022-03-07 05:30:03 main:574] : INFO : Epoch 1757 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 2158.68 ms [2022-03-07 05:30:05 main:574] : INFO : Epoch 1758 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 2159.01 ms [2022-03-07 05:30:07 main:574] : INFO : Epoch 1759 | loss: 0.031176 | val_loss: 0.0311781 | Time: 2164.15 ms [2022-03-07 05:30:09 main:574] : INFO : Epoch 1760 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 2165.39 ms [2022-03-07 05:30:11 main:574] : INFO : Epoch 1761 | loss: 0.031178 | val_loss: 0.0311826 | Time: 2160.45 ms [2022-03-07 05:30:14 main:574] : INFO : Epoch 1762 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 2164.68 ms [2022-03-07 05:30:16 main:574] : INFO : Epoch 1763 | loss: 0.0311755 | val_loss: 0.03118 | Time: 2159.58 ms [2022-03-07 05:30:18 main:574] : INFO : Epoch 1764 | loss: 0.0311738 | val_loss: 0.0311777 | Time: 2161.31 ms [2022-03-07 05:30:20 main:574] : INFO : Epoch 1765 | loss: 0.031175 | val_loss: 0.0311825 | Time: 2162.87 ms [2022-03-07 05:30:22 main:574] : INFO : Epoch 1766 | loss: 0.0311749 | val_loss: 0.0311866 | Time: 2159.6 ms [2022-03-07 05:30:24 main:574] : INFO : Epoch 1767 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 2159.27 ms [2022-03-07 05:30:27 main:574] : INFO : Epoch 1768 | loss: 0.0311761 | val_loss: 0.031177 | Time: 2161.35 ms [2022-03-07 05:30:29 main:574] : INFO : Epoch 1769 | loss: 0.0311728 | val_loss: 0.031176 | Time: 2155.85 ms [2022-03-07 05:30:31 main:574] : INFO : Epoch 1770 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2164.27 ms [2022-03-07 05:30:33 main:574] : INFO : Epoch 1771 | loss: 0.0311715 | val_loss: 0.0311783 | Time: 2164.13 ms [2022-03-07 05:30:35 main:574] : INFO : Epoch 1772 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 2162.01 ms [2022-03-07 05:30:37 main:574] : INFO : Epoch 1773 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 2168.26 ms [2022-03-07 05:30:40 main:574] : INFO : Epoch 1774 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 2158.92 ms [2022-03-07 05:30:42 main:574] : INFO : Epoch 1775 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 2161.66 ms [2022-03-07 05:30:44 main:574] : INFO : Epoch 1776 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 2166.58 ms [2022-03-07 05:30:46 main:574] : INFO : Epoch 1777 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 2161.73 ms [2022-03-07 05:30:48 main:574] : INFO : Epoch 1778 | loss: 0.031168 | val_loss: 0.0311777 | Time: 2161.41 ms [2022-03-07 05:30:50 main:574] : INFO : Epoch 1779 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 2161.54 ms [2022-03-07 05:30:53 main:574] : INFO : Epoch 1780 | loss: 0.0311672 | val_loss: 0.0311788 | Time: 2164.07 ms [2022-03-07 05:30:55 main:574] : INFO : Epoch 1781 | loss: 0.0311679 | val_loss: 0.0311857 | Time: 2167.68 ms [2022-03-07 05:30:57 main:574] : INFO : Epoch 1782 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 2166.17 ms [2022-03-07 05:30:59 main:574] : INFO : Epoch 1783 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 2159.23 ms [2022-03-07 05:31:01 main:574] : INFO : Epoch 1784 | loss: 0.0311665 | val_loss: 0.031176 | Time: 2161.45 ms [2022-03-07 05:31:03 main:574] : INFO : Epoch 1785 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 2166 ms [2022-03-07 05:31:06 main:574] : INFO : Epoch 1786 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 2162.09 ms [2022-03-07 05:31:08 main:574] : INFO : Epoch 1787 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 2167.67 ms [2022-03-07 05:31:10 main:574] : INFO : Epoch 1788 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 2160.99 ms [2022-03-07 05:31:12 main:574] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 2160.5 ms [2022-03-07 05:31:14 main:574] : INFO : Epoch 1790 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 2160 ms [2022-03-07 05:31:16 main:574] : INFO : Epoch 1791 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 2160.72 ms [2022-03-07 05:31:19 main:574] : INFO : Epoch 1792 | loss: 0.0311663 | val_loss: 0.0311789 | Time: 2154.12 ms [2022-03-07 05:31:21 main:574] : INFO : Epoch 1793 | loss: 0.0311662 | val_loss: 0.0311779 | Time: 2164.26 ms [2022-03-07 05:31:23 main:574] : INFO : Epoch 1794 | loss: 0.0311647 | val_loss: 0.031175 | Time: 2161.21 ms [2022-03-07 05:31:25 main:574] : INFO : Epoch 1795 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 2157.85 ms [2022-03-07 05:31:27 main:574] : INFO : Epoch 1796 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 2157.4 ms [2022-03-07 05:31:29 main:574] : INFO : Epoch 1797 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 2168.7 ms [2022-03-07 05:31:31 main:574] : INFO : Epoch 1798 | loss: 0.031169 | val_loss: 0.0311745 | Time: 2162.01 ms [2022-03-07 05:31:34 main:574] : INFO : Epoch 1799 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 2163.01 ms [2022-03-07 05:31:36 main:574] : INFO : Epoch 1800 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 2162.29 ms [2022-03-07 05:31:38 main:574] : INFO : Epoch 1801 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 2162.42 ms [2022-03-07 05:31:40 main:574] : INFO : Epoch 1802 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 2163.37 ms [2022-03-07 05:31:42 main:574] : INFO : Epoch 1803 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 2164.52 ms [2022-03-07 05:31:44 main:574] : INFO : Epoch 1804 | loss: 0.0311709 | val_loss: 0.0311767 | Time: 2164.15 ms [2022-03-07 05:31:47 main:574] : INFO : Epoch 1805 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 2163.69 ms [2022-03-07 05:31:49 main:574] : INFO : Epoch 1806 | loss: 0.0311678 | val_loss: 0.031172 | Time: 2159 ms [2022-03-07 05:31:51 main:574] : INFO : Epoch 1807 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 2166.11 ms [2022-03-07 05:31:53 main:574] : INFO : Epoch 1808 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 2164.82 ms [2022-03-07 05:31:55 main:574] : INFO : Epoch 1809 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 2164.27 ms [2022-03-07 05:31:57 main:574] : INFO : Epoch 1810 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 2154.2 ms [2022-03-07 05:32:00 main:574] : INFO : Epoch 1811 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 2160.54 ms [2022-03-07 05:32:02 main:574] : INFO : Epoch 1812 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 2158.52 ms [2022-03-07 05:32:04 main:574] : INFO : Epoch 1813 | loss: 0.0311678 | val_loss: 0.0311901 | Time: 2162.48 ms [2022-03-07 05:32:06 main:574] : INFO : Epoch 1814 | loss: 0.0311686 | val_loss: 0.031176 | Time: 2159.81 ms [2022-03-07 05:32:08 main:574] : INFO : Epoch 1815 | loss: 0.0311673 | val_loss: 0.031171 | Time: 2158.34 ms [2022-03-07 05:32:10 main:574] : INFO : Epoch 1816 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 2164.01 ms [2022-03-07 05:32:13 main:574] : INFO : Epoch 1817 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 2162.78 ms [2022-03-07 05:32:15 main:574] : INFO : Epoch 1818 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 2158.91 ms [2022-03-07 05:32:17 main:574] : INFO : Epoch 1819 | loss: 0.0311625 | val_loss: 0.0311799 | Time: 2162.59 ms [2022-03-07 05:32:19 main:574] : INFO : Epoch 1820 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 2161.22 ms [2022-03-07 05:32:21 main:574] : INFO : Epoch 1821 | loss: 0.0311636 | val_loss: 0.0311826 | Time: 2159.04 ms [2022-03-07 05:32:23 main:574] : INFO : Epoch 1822 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 2167.65 ms [2022-03-07 05:32:26 main:574] : INFO : Epoch 1823 | loss: 0.0311647 | val_loss: 0.031177 | Time: 2159 ms [2022-03-07 05:32:28 main:574] : INFO : Epoch 1824 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 2157.52 ms [2022-03-07 05:32:30 main:574] : INFO : Epoch 1825 | loss: 0.0311643 | val_loss: 0.0311753 | Time: 2161.96 ms [2022-03-07 05:32:32 main:574] : INFO : Epoch 1826 | loss: 0.0311641 | val_loss: 0.0311789 | Time: 2160.96 ms [2022-03-07 05:32:34 main:574] : INFO : Epoch 1827 | loss: 0.0311675 | val_loss: 0.031179 | Time: 2160.5 ms [2022-03-07 05:32:36 main:574] : INFO : Epoch 1828 | loss: 0.031175 | val_loss: 0.0311775 | Time: 2164.2 ms [2022-03-07 05:32:39 main:574] : INFO : Epoch 1829 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 2162.3 ms [2022-03-07 05:32:41 main:574] : INFO : Epoch 1830 | loss: 0.0311734 | val_loss: 0.031175 | Time: 2165.11 ms [2022-03-07 05:32:43 main:574] : INFO : Epoch 1831 | loss: 0.0311719 | val_loss: 0.031173 | Time: 2157.53 ms [2022-03-07 05:32:45 main:574] : INFO : Epoch 1832 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 2165.76 ms [2022-03-07 05:32:47 main:574] : INFO : Epoch 1833 | loss: 0.031173 | val_loss: 0.0311736 | Time: 2160.81 ms [2022-03-07 05:32:49 main:574] : INFO : Epoch 1834 | loss: 0.03117 | val_loss: 0.0311719 | Time: 2162.76 ms [2022-03-07 05:32:52 main:574] : INFO : Epoch 1835 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 2161.8 ms [2022-03-07 05:32:54 main:574] : INFO : Epoch 1836 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 2165.49 ms [2022-03-07 05:32:56 main:574] : INFO : Epoch 1837 | loss: 0.0311719 | val_loss: 0.031171 | Time: 2168.75 ms [2022-03-07 05:32:58 main:574] : INFO : Epoch 1838 | loss: 0.0311734 | val_loss: 0.0311704 | Time: 2161.43 ms [2022-03-07 05:33:00 main:574] : INFO : Epoch 1839 | loss: 0.031172 | val_loss: 0.0311717 | Time: 2163.63 ms [2022-03-07 05:33:02 main:574] : INFO : Epoch 1840 | loss: 0.0311699 | val_loss: 0.0311687 | Time: 2158.32 ms [2022-03-07 05:33:05 main:574] : INFO : Epoch 1841 | loss: 0.0311679 | val_loss: 0.0311695 | Time: 2156.37 ms [2022-03-07 05:33:07 main:574] : INFO : Epoch 1842 | loss: 0.0311669 | val_loss: 0.0311681 | Time: 2155.52 ms [2022-03-07 05:33:09 main:574] : INFO : Epoch 1843 | loss: 0.0311673 | val_loss: 0.03117 | Time: 2160.86 ms [2022-03-07 05:33:11 main:574] : INFO : Epoch 1844 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 2166.69 ms [2022-03-07 05:33:13 main:574] : INFO : Epoch 1845 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 2163.49 ms [2022-03-07 05:33:15 main:574] : INFO : Epoch 1846 | loss: 0.0311676 | val_loss: 0.0311688 | Time: 2159.32 ms [2022-03-07 05:33:18 main:574] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 2163.86 ms [2022-03-07 05:33:20 main:574] : INFO : Epoch 1848 | loss: 0.0311657 | val_loss: 0.031175 | Time: 2165.74 ms [2022-03-07 05:33:22 main:574] : INFO : Epoch 1849 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 2159.53 ms [2022-03-07 05:33:24 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 2164.1 ms [2022-03-07 05:33:26 main:574] : INFO : Epoch 1851 | loss: 0.0311795 | val_loss: 0.031188 | Time: 2159.68 ms [2022-03-07 05:33:28 main:574] : INFO : Epoch 1852 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 2161.23 ms [2022-03-07 05:33:30 main:574] : INFO : Epoch 1853 | loss: 0.0311843 | val_loss: 0.0311838 | Time: 2163.7 ms [2022-03-07 05:33:33 main:574] : INFO : Epoch 1854 | loss: 0.0311817 | val_loss: 0.0311832 | Time: 2166.94 ms [2022-03-07 05:33:35 main:574] : INFO : Epoch 1855 | loss: 0.0311811 | val_loss: 0.031185 | Time: 2163.6 ms [2022-03-07 05:33:37 main:574] : INFO : Epoch 1856 | loss: 0.0311789 | val_loss: 0.03118 | Time: 2157.23 ms [2022-03-07 05:33:39 main:574] : INFO : Epoch 1857 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 2163.95 ms [2022-03-07 05:33:41 main:574] : INFO : Epoch 1858 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 2157.68 ms [2022-03-07 05:33:43 main:574] : INFO : Epoch 1859 | loss: 0.0311764 | val_loss: 0.031179 | Time: 2161.17 ms [2022-03-07 05:33:46 main:574] : INFO : Epoch 1860 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2162.3 ms [2022-03-07 05:33:48 main:574] : INFO : Epoch 1861 | loss: 0.0311727 | val_loss: 0.031179 | Time: 2162.75 ms [2022-03-07 05:33:50 main:574] : INFO : Epoch 1862 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2164.01 ms [2022-03-07 05:33:52 main:574] : INFO : Epoch 1863 | loss: 0.031172 | val_loss: 0.0311771 | Time: 2164.15 ms [2022-03-07 05:33:54 main:574] : INFO : Epoch 1864 | loss: 0.0311727 | val_loss: 0.031185 | Time: 2165.33 ms [2022-03-07 05:33:56 main:574] : INFO : Epoch 1865 | loss: 0.031174 | val_loss: 0.0311776 | Time: 2162 ms [2022-03-07 05:33:59 main:574] : INFO : Epoch 1866 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 2155.45 ms [2022-03-07 05:34:01 main:574] : INFO : Epoch 1867 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 2156.94 ms [2022-03-07 05:34:03 main:574] : INFO : Epoch 1868 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 2163.29 ms [2022-03-07 05:34:05 main:574] : INFO : Epoch 1869 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 2160.52 ms [2022-03-07 05:34:07 main:574] : INFO : Epoch 1870 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 2161.97 ms [2022-03-07 05:34:09 main:574] : INFO : Epoch 1871 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2168.98 ms [2022-03-07 05:34:12 main:574] : INFO : Epoch 1872 | loss: 0.0311714 | val_loss: 0.0311789 | Time: 2164.82 ms [2022-03-07 05:34:14 main:574] : INFO : Epoch 1873 | loss: 0.031173 | val_loss: 0.0311761 | Time: 2156.36 ms [2022-03-07 05:34:16 main:574] : INFO : Epoch 1874 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2161.55 ms [2022-03-07 05:34:18 main:574] : INFO : Epoch 1875 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 2161.33 ms [2022-03-07 05:34:20 main:574] : INFO : Epoch 1876 | loss: 0.03117 | val_loss: 0.0311768 | Time: 2158.95 ms [2022-03-07 05:34:22 main:574] : INFO : Epoch 1877 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 2162.9 ms [2022-03-07 05:34:25 main:574] : INFO : Epoch 1878 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 2158.22 ms [2022-03-07 05:34:27 main:574] : INFO : Epoch 1879 | loss: 0.031171 | val_loss: 0.0311769 | Time: 2163.14 ms [2022-03-07 05:34:29 main:574] : INFO : Epoch 1880 | loss: 0.0311711 | val_loss: 0.031175 | Time: 2168.21 ms [2022-03-07 05:34:31 main:574] : INFO : Epoch 1881 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2157.87 ms [2022-03-07 05:34:33 main:574] : INFO : Epoch 1882 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 2162.54 ms [2022-03-07 05:34:35 main:574] : INFO : Epoch 1883 | loss: 0.0311681 | val_loss: 0.0311805 | Time: 2166.81 ms [2022-03-07 05:34:38 main:574] : INFO : Epoch 1884 | loss: 0.0311691 | val_loss: 0.0311785 | Time: 2156.8 ms [2022-03-07 05:34:40 main:574] : INFO : Epoch 1885 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 2157.98 ms [2022-03-07 05:34:42 main:574] : INFO : Epoch 1886 | loss: 0.0311694 | val_loss: 0.0311811 | Time: 2165.62 ms [2022-03-07 05:34:44 main:574] : INFO : Epoch 1887 | loss: 0.031169 | val_loss: 0.0311776 | Time: 2158.1 ms [2022-03-07 05:34:46 main:574] : INFO : Epoch 1888 | loss: 0.0311703 | val_loss: 0.03118 | Time: 2165.58 ms [2022-03-07 05:34:48 main:574] : INFO : Epoch 1889 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 2166.44 ms [2022-03-07 05:34:51 main:574] : INFO : Epoch 1890 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 2157.37 ms [2022-03-07 05:34:53 main:574] : INFO : Epoch 1891 | loss: 0.0311698 | val_loss: 0.0311781 | Time: 2164.11 ms [2022-03-07 05:34:55 main:574] : INFO : Epoch 1892 | loss: 0.0311687 | val_loss: 0.031177 | Time: 2160.95 ms [2022-03-07 05:34:57 main:574] : INFO : Epoch 1893 | loss: 0.0311702 | val_loss: 0.0311918 | Time: 2158.03 ms [2022-03-07 05:34:59 main:574] : INFO : Epoch 1894 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 2163.3 ms [2022-03-07 05:35:01 main:574] : INFO : Epoch 1895 | loss: 0.0311691 | val_loss: 0.0311798 | Time: 2162.13 ms [2022-03-07 05:35:04 main:574] : INFO : Epoch 1896 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 2163.16 ms [2022-03-07 05:35:06 main:574] : INFO : Epoch 1897 | loss: 0.031169 | val_loss: 0.031183 | Time: 2165.96 ms [2022-03-07 05:35:08 main:574] : INFO : Epoch 1898 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 2158.47 ms [2022-03-07 05:35:10 main:574] : INFO : Epoch 1899 | loss: 0.0311679 | val_loss: 0.0311802 | Time: 2162.19 ms [2022-03-07 05:35:12 main:574] : INFO : Epoch 1900 | loss: 0.0311667 | val_loss: 0.0311793 | Time: 2158.95 ms [2022-03-07 05:35:14 main:574] : INFO : Epoch 1901 | loss: 0.031167 | val_loss: 0.0311775 | Time: 2156.14 ms [2022-03-07 05:35:17 main:574] : INFO : Epoch 1902 | loss: 0.031166 | val_loss: 0.0311774 | Time: 2160.92 ms [2022-03-07 05:35:19 main:574] : INFO : Epoch 1903 | loss: 0.0311668 | val_loss: 0.0311817 | Time: 2163.84 ms [2022-03-07 05:35:21 main:574] : INFO : Epoch 1904 | loss: 0.0311675 | val_loss: 0.0311787 | Time: 2163.57 ms [2022-03-07 05:35:23 main:574] : INFO : Epoch 1905 | loss: 0.0311659 | val_loss: 0.0311827 | Time: 2164.74 ms [2022-03-07 05:35:25 main:574] : INFO : Epoch 1906 | loss: 0.03117 | val_loss: 0.0311752 | Time: 2161.77 ms [2022-03-07 05:35:27 main:574] : INFO : Epoch 1907 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 2162.56 ms [2022-03-07 05:35:30 main:574] : INFO : Epoch 1908 | loss: 0.0311662 | val_loss: 0.0311819 | Time: 2161.45 ms [2022-03-07 05:35:32 main:574] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.031177 | Time: 2159.04 ms [2022-03-07 05:35:34 main:574] : INFO : Epoch 1910 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 2161.51 ms [2022-03-07 05:35:36 main:574] : INFO : Epoch 1911 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2167.66 ms [2022-03-07 05:35:38 main:574] : INFO : Epoch 1912 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 2162.67 ms [2022-03-07 05:35:40 main:574] : INFO : Epoch 1913 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 2167.01 ms [2022-03-07 05:35:42 main:574] : INFO : Epoch 1914 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 2158.42 ms [2022-03-07 05:35:45 main:574] : INFO : Epoch 1915 | loss: 0.031171 | val_loss: 0.0311809 | Time: 2157.47 ms [2022-03-07 05:35:47 main:574] : INFO : Epoch 1916 | loss: 0.031172 | val_loss: 0.0311779 | Time: 2159.13 ms [2022-03-07 05:35:49 main:574] : INFO : Epoch 1917 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 2161.73 ms [2022-03-07 05:35:51 main:574] : INFO : Epoch 1918 | loss: 0.0311682 | val_loss: 0.0311844 | Time: 2153.26 ms [2022-03-07 05:35:53 main:574] : INFO : Epoch 1919 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 2153.45 ms [2022-03-07 05:35:55 main:574] : INFO : Epoch 1920 | loss: 0.0311664 | val_loss: 0.0311846 | Time: 2139.73 ms [2022-03-07 05:35:58 main:574] : INFO : Epoch 1921 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 2137.46 ms [2022-03-07 05:36:00 main:574] : INFO : Epoch 1922 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 2149.33 ms [2022-03-07 05:36:02 main:574] : INFO : Epoch 1923 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 2146.77 ms [2022-03-07 05:36:04 main:574] : INFO : Epoch 1924 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 2161.78 ms [2022-03-07 05:36:06 main:574] : INFO : Epoch 1925 | loss: 0.0311673 | val_loss: 0.0311782 | Time: 2160.87 ms [2022-03-07 05:36:08 main:574] : INFO : Epoch 1926 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 2160.38 ms [2022-03-07 05:36:11 main:574] : INFO : Epoch 1927 | loss: 0.0311683 | val_loss: 0.0311858 | Time: 2157.52 ms [2022-03-07 05:36:13 main:574] : INFO : Epoch 1928 | loss: 0.0311704 | val_loss: 0.0311806 | Time: 2158.54 ms [2022-03-07 05:36:15 main:574] : INFO : Epoch 1929 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 2159.44 ms [2022-03-07 05:36:17 main:574] : INFO : Epoch 1930 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 2160.97 ms [2022-03-07 05:36:19 main:574] : INFO : Epoch 1931 | loss: 0.0311648 | val_loss: 0.0311805 | Time: 2167.21 ms [2022-03-07 05:36:21 main:574] : INFO : Epoch 1932 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 2162.51 ms [2022-03-07 05:36:23 main:574] : INFO : Epoch 1933 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 2156.61 ms [2022-03-07 05:36:26 main:574] : INFO : Epoch 1934 | loss: 0.0311645 | val_loss: 0.031176 | Time: 2163.21 ms [2022-03-07 05:36:28 main:574] : INFO : Epoch 1935 | loss: 0.0311647 | val_loss: 0.0311779 | Time: 2158.73 ms [2022-03-07 05:36:30 main:574] : INFO : Epoch 1936 | loss: 0.031165 | val_loss: 0.0311779 | Time: 2164.86 ms [2022-03-07 05:36:32 main:574] : INFO : Epoch 1937 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 2166.54 ms [2022-03-07 05:36:34 main:574] : INFO : Epoch 1938 | loss: 0.0311646 | val_loss: 0.0311795 | Time: 2161.92 ms [2022-03-07 05:36:36 main:574] : INFO : Epoch 1939 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 2160.3 ms [2022-03-07 05:36:39 main:574] : INFO : Epoch 1940 | loss: 0.0311689 | val_loss: 0.0311884 | Time: 2167.91 ms [2022-03-07 05:36:41 main:574] : INFO : Epoch 1941 | loss: 0.031176 | val_loss: 0.0311792 | Time: 2159.63 ms [2022-03-07 05:36:43 main:574] : INFO : Epoch 1942 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 2158.6 ms [2022-03-07 05:36:45 main:574] : INFO : Epoch 1943 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 2163.42 ms [2022-03-07 05:36:47 main:574] : INFO : Epoch 1944 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 2160.95 ms [2022-03-07 05:36:49 main:574] : INFO : Epoch 1945 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 2166.21 ms [2022-03-07 05:36:52 main:574] : INFO : Epoch 1946 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 2165.58 ms [2022-03-07 05:36:54 main:574] : INFO : Epoch 1947 | loss: 0.0311651 | val_loss: 0.031175 | Time: 2165.13 ms [2022-03-07 05:36:56 main:574] : INFO : Epoch 1948 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 2159.56 ms [2022-03-07 05:36:58 main:574] : INFO : Epoch 1949 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 2166.74 ms [2022-03-07 05:37:00 main:574] : INFO : Epoch 1950 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 2160.73 ms [2022-03-07 05:37:02 main:574] : INFO : Epoch 1951 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2160.82 ms [2022-03-07 05:37:05 main:574] : INFO : Epoch 1952 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 2165.77 ms [2022-03-07 05:37:07 main:574] : INFO : Epoch 1953 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 2160.75 ms [2022-03-07 05:37:09 main:574] : INFO : Epoch 1954 | loss: 0.031164 | val_loss: 0.0311762 | Time: 2164.23 ms [2022-03-07 05:37:11 main:574] : INFO : Epoch 1955 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 2163.69 ms [2022-03-07 05:37:13 main:574] : INFO : Epoch 1956 | loss: 0.0311647 | val_loss: 0.0311768 | Time: 2156.82 ms [2022-03-07 05:37:15 main:574] : INFO : Epoch 1957 | loss: 0.0311657 | val_loss: 0.0311826 | Time: 2163.43 ms [2022-03-07 05:37:18 main:574] : INFO : Epoch 1958 | loss: 0.0311648 | val_loss: 0.0311784 | Time: 2164.28 ms [2022-03-07 05:37:20 main:574] : INFO : Epoch 1959 | loss: 0.031164 | val_loss: 0.0311747 | Time: 2162.27 ms [2022-03-07 05:37:22 main:574] : INFO : Epoch 1960 | loss: 0.0311621 | val_loss: 0.0311756 | Time: 2166.85 ms [2022-03-07 05:37:24 main:574] : INFO : Epoch 1961 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2166.59 ms [2022-03-07 05:37:26 main:574] : INFO : Epoch 1962 | loss: 0.0311625 | val_loss: 0.0311818 | Time: 2157.32 ms [2022-03-07 05:37:28 main:574] : INFO : Epoch 1963 | loss: 0.031167 | val_loss: 0.0311785 | Time: 2166.02 ms [2022-03-07 05:37:31 main:574] : INFO : Epoch 1964 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 2162.68 ms [2022-03-07 05:37:33 main:574] : INFO : Epoch 1965 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 2162.88 ms [2022-03-07 05:37:35 main:574] : INFO : Epoch 1966 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 2163.45 ms [2022-03-07 05:37:37 main:574] : INFO : Epoch 1967 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2162.81 ms [2022-03-07 05:37:39 main:574] : INFO : Epoch 1968 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 2164.07 ms [2022-03-07 05:37:41 main:574] : INFO : Epoch 1969 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 2160.83 ms [2022-03-07 05:37:44 main:574] : INFO : Epoch 1970 | loss: 0.0311631 | val_loss: 0.031176 | Time: 2160.21 ms [2022-03-07 05:37:46 main:574] : INFO : Epoch 1971 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 2165.84 ms [2022-03-07 05:37:48 main:574] : INFO : Epoch 1972 | loss: 0.0311611 | val_loss: 0.0311779 | Time: 2161.02 ms [2022-03-07 05:37:50 main:574] : INFO : Epoch 1973 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2168.05 ms [2022-03-07 05:37:52 main:574] : INFO : Epoch 1974 | loss: 0.0311626 | val_loss: 0.0311805 | Time: 2155.54 ms [2022-03-07 05:37:54 main:574] : INFO : Epoch 1975 | loss: 0.0311646 | val_loss: 0.0311766 | Time: 2165.05 ms [2022-03-07 05:37:57 main:574] : INFO : Epoch 1976 | loss: 0.0311652 | val_loss: 0.0311774 | Time: 2157.86 ms [2022-03-07 05:37:59 main:574] : INFO : Epoch 1977 | loss: 0.031164 | val_loss: 0.0311751 | Time: 2166.21 ms [2022-03-07 05:38:01 main:574] : INFO : Epoch 1978 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 2161 ms [2022-03-07 05:38:03 main:574] : INFO : Epoch 1979 | loss: 0.0311652 | val_loss: 0.0311811 | Time: 2161.3 ms [2022-03-07 05:38:05 main:574] : INFO : Epoch 1980 | loss: 0.0311615 | val_loss: 0.0311769 | Time: 2166.02 ms [2022-03-07 05:38:07 main:574] : INFO : Epoch 1981 | loss: 0.0311603 | val_loss: 0.0311771 | Time: 2168.58 ms [2022-03-07 05:38:10 main:574] : INFO : Epoch 1982 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 2162.25 ms [2022-03-07 05:38:12 main:574] : INFO : Epoch 1983 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 2162.63 ms [2022-03-07 05:38:14 main:574] : INFO : Epoch 1984 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 2161.7 ms [2022-03-07 05:38:16 main:574] : INFO : Epoch 1985 | loss: 0.0311624 | val_loss: 0.0311801 | Time: 2158.51 ms [2022-03-07 05:38:18 main:574] : INFO : Epoch 1986 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 2164.42 ms [2022-03-07 05:38:20 main:574] : INFO : Epoch 1987 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 2164.98 ms [2022-03-07 05:38:23 main:574] : INFO : Epoch 1988 | loss: 0.0311598 | val_loss: 0.0311766 | Time: 2165.28 ms [2022-03-07 05:38:25 main:574] : INFO : Epoch 1989 | loss: 0.0311593 | val_loss: 0.0311778 | Time: 2164.45 ms [2022-03-07 05:38:27 main:574] : INFO : Epoch 1990 | loss: 0.0311587 | val_loss: 0.031176 | Time: 2159.25 ms [2022-03-07 05:38:29 main:574] : INFO : Epoch 1991 | loss: 0.0311583 | val_loss: 0.0311758 | Time: 2161.19 ms [2022-03-07 05:38:31 main:574] : INFO : Epoch 1992 | loss: 0.03116 | val_loss: 0.0311791 | Time: 2163.2 ms [2022-03-07 05:38:33 main:574] : INFO : Epoch 1993 | loss: 0.0311643 | val_loss: 0.0311949 | Time: 2164.52 ms [2022-03-07 05:38:36 main:574] : INFO : Epoch 1994 | loss: 0.0311676 | val_loss: 0.031177 | Time: 2161.97 ms [2022-03-07 05:38:38 main:574] : INFO : Epoch 1995 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 2159.34 ms [2022-03-07 05:38:40 main:574] : INFO : Epoch 1996 | loss: 0.0311604 | val_loss: 0.0311771 | Time: 2161.97 ms [2022-03-07 05:38:42 main:574] : INFO : Epoch 1997 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2163.41 ms [2022-03-07 05:38:44 main:574] : INFO : Epoch 1998 | loss: 0.0311588 | val_loss: 0.031182 | Time: 2165.63 ms [2022-03-07 05:38:46 main:574] : INFO : Epoch 1999 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 2158.83 ms [2022-03-07 05:38:49 main:574] : INFO : Epoch 2000 | loss: 0.0311652 | val_loss: 0.0311799 | Time: 2164.39 ms [2022-03-07 05:38:51 main:574] : INFO : Epoch 2001 | loss: 0.0311607 | val_loss: 0.0311771 | Time: 2159.06 ms [2022-03-07 05:38:53 main:574] : INFO : Epoch 2002 | loss: 0.0311615 | val_loss: 0.0311776 | Time: 2155.58 ms [2022-03-07 05:38:55 main:574] : INFO : Epoch 2003 | loss: 0.031159 | val_loss: 0.0311818 | Time: 2163.66 ms [2022-03-07 05:38:57 main:574] : INFO : Epoch 2004 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2162.51 ms [2022-03-07 05:38:59 main:574] : INFO : Epoch 2005 | loss: 0.0311561 | val_loss: 0.0311735 | Time: 2159.98 ms [2022-03-07 05:39:02 main:574] : INFO : Epoch 2006 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 2169.51 ms [2022-03-07 05:39:04 main:574] : INFO : Epoch 2007 | loss: 0.0311571 | val_loss: 0.0311725 | Time: 2163.97 ms [2022-03-07 05:39:06 main:574] : INFO : Epoch 2008 | loss: 0.0311585 | val_loss: 0.0311773 | Time: 2155.18 ms [2022-03-07 05:39:08 main:574] : INFO : Epoch 2009 | loss: 0.0311573 | val_loss: 0.0311767 | Time: 2167.27 ms [2022-03-07 05:39:10 main:574] : INFO : Epoch 2010 | loss: 0.0311578 | val_loss: 0.0311742 | Time: 2164.03 ms [2022-03-07 05:39:12 main:574] : INFO : Epoch 2011 | loss: 0.0311573 | val_loss: 0.0311777 | Time: 2167.53 ms [2022-03-07 05:39:15 main:574] : INFO : Epoch 2012 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 2164.58 ms [2022-03-07 05:39:17 main:574] : INFO : Epoch 2013 | loss: 0.0311603 | val_loss: 0.031176 | Time: 2165.9 ms [2022-03-07 05:39:19 main:574] : INFO : Epoch 2014 | loss: 0.031158 | val_loss: 0.0311743 | Time: 2164.14 ms [2022-03-07 05:39:21 main:574] : INFO : Epoch 2015 | loss: 0.0311594 | val_loss: 0.0311773 | Time: 2164.87 ms [2022-03-07 05:39:23 main:574] : INFO : Epoch 2016 | loss: 0.0311626 | val_loss: 0.0311778 | Time: 2159.51 ms [2022-03-07 05:39:25 main:574] : INFO : Epoch 2017 | loss: 0.0311599 | val_loss: 0.0311772 | Time: 2163.47 ms [2022-03-07 05:39:28 main:574] : INFO : Epoch 2018 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 2163.03 ms [2022-03-07 05:39:30 main:574] : INFO : Epoch 2019 | loss: 0.0311577 | val_loss: 0.0311751 | Time: 2160.33 ms [2022-03-07 05:39:32 main:574] : INFO : Epoch 2020 | loss: 0.0311587 | val_loss: 0.0311885 | Time: 2166.3 ms [2022-03-07 05:39:34 main:574] : INFO : Epoch 2021 | loss: 0.0311593 | val_loss: 0.0311802 | Time: 2168.96 ms [2022-03-07 05:39:36 main:574] : INFO : Epoch 2022 | loss: 0.0311567 | val_loss: 0.0311776 | Time: 2165.1 ms [2022-03-07 05:39:38 main:574] : INFO : Epoch 2023 | loss: 0.0311557 | val_loss: 0.0311806 | Time: 2158.14 ms [2022-03-07 05:39:41 main:574] : INFO : Epoch 2024 | loss: 0.0311575 | val_loss: 0.03118 | Time: 2161.58 ms [2022-03-07 05:39:43 main:574] : INFO : Epoch 2025 | loss: 0.0311549 | val_loss: 0.0311792 | Time: 2158.97 ms [2022-03-07 05:39:45 main:574] : INFO : Epoch 2026 | loss: 0.0311567 | val_loss: 0.031178 | Time: 2160.38 ms [2022-03-07 05:39:47 main:574] : INFO : Epoch 2027 | loss: 0.0311557 | val_loss: 0.0311771 | Time: 2165.3 ms [2022-03-07 05:39:49 main:574] : INFO : Epoch 2028 | loss: 0.0311574 | val_loss: 0.0311807 | Time: 2157.14 ms [2022-03-07 05:39:51 main:574] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.0311785 | Time: 2169.42 ms [2022-03-07 05:39:54 main:574] : INFO : Epoch 2030 | loss: 0.0311598 | val_loss: 0.0311763 | Time: 2165.16 ms [2022-03-07 05:39:56 main:574] : INFO : Epoch 2031 | loss: 0.0311604 | val_loss: 0.031175 | Time: 2163.9 ms [2022-03-07 05:39:58 main:574] : INFO : Epoch 2032 | loss: 0.0311598 | val_loss: 0.031188 | Time: 2164.76 ms [2022-03-07 05:40:00 main:574] : INFO : Epoch 2033 | loss: 0.0311609 | val_loss: 0.0311752 | Time: 2160.59 ms [2022-03-07 05:40:02 main:574] : INFO : Epoch 2034 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 2162.23 ms [2022-03-07 05:40:04 main:574] : INFO : Epoch 2035 | loss: 0.0311556 | val_loss: 0.0311765 | Time: 2160.49 ms [2022-03-07 05:40:07 main:574] : INFO : Epoch 2036 | loss: 0.0311548 | val_loss: 0.0311805 | Time: 2161.34 ms [2022-03-07 05:40:09 main:574] : INFO : Epoch 2037 | loss: 0.0311562 | val_loss: 0.0311767 | Time: 2165.19 ms [2022-03-07 05:40:11 main:574] : INFO : Epoch 2038 | loss: 0.0311549 | val_loss: 0.0311755 | Time: 2165 ms [2022-03-07 05:40:13 main:574] : INFO : Epoch 2039 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 2159.62 ms [2022-03-07 05:40:15 main:574] : INFO : Epoch 2040 | loss: 0.0311609 | val_loss: 0.0311874 | Time: 2164.55 ms [2022-03-07 05:40:17 main:574] : INFO : Epoch 2041 | loss: 0.0311577 | val_loss: 0.0311837 | Time: 2162.71 ms [2022-03-07 05:40:20 main:574] : INFO : Epoch 2042 | loss: 0.0311576 | val_loss: 0.0311868 | Time: 2162.13 ms [2022-03-07 05:40:22 main:574] : INFO : Epoch 2043 | loss: 0.0311557 | val_loss: 0.031181 | Time: 2161.72 ms [2022-03-07 05:40:24 main:574] : INFO : Epoch 2044 | loss: 0.0311543 | val_loss: 0.0311812 | Time: 2163.28 ms [2022-03-07 05:40:26 main:574] : INFO : Epoch 2045 | loss: 0.0311566 | val_loss: 0.0311887 | Time: 2165.83 ms [2022-03-07 05:40:28 main:574] : INFO : Epoch 2046 | loss: 0.0311586 | val_loss: 0.0311804 | Time: 2159.6 ms [2022-03-07 05:40:30 main:574] : INFO : Epoch 2047 | loss: 0.0311577 | val_loss: 0.0311799 | Time: 2162.81 ms [2022-03-07 05:40:33 main:574] : INFO : Epoch 2048 | loss: 0.0311546 | val_loss: 0.0311761 | Time: 2157.3 ms [2022-03-07 05:40:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2022-03-07 05:40:33 main:603] : INFO : Saving end state to config to file [2022-03-07 05:40:33 main:608] : INFO : Success, exiting.. 05:40:33 (4120): 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)