Task 12840884
| Name | ParityModified-1645993895-32405-3-0_0 |
| Workunit | 9984068 |
| Created | 9 Mar 2022, 20:39:38 UTC |
| Sent | 10 Mar 2022, 15:52:35 UTC |
| Report deadline | 18 Mar 2022, 15:52:35 UTC |
| Received | 14 Mar 2022, 0:33:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 6 hours 39 min 46 sec |
| CPU time | 17 hours 56 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ime: 45212.3 ms [2022-03-13 12:09:07 main:574] : INFO : Epoch 1542 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 44093.4 ms [2022-03-13 12:09:51 main:574] : INFO : Epoch 1543 | loss: 0.0311909 | val_loss: 0.0311887 | Time: 44093.9 ms [2022-03-13 12:10:35 main:574] : INFO : Epoch 1544 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 44154 ms [2022-03-13 12:11:19 main:574] : INFO : Epoch 1545 | loss: 0.031191 | val_loss: 0.0311938 | Time: 44221.7 ms [2022-03-13 12:12:04 main:574] : INFO : Epoch 1546 | loss: 0.03119 | val_loss: 0.0311932 | Time: 44243.8 ms [2022-03-13 12:12:48 main:574] : INFO : Epoch 1547 | loss: 0.0311896 | val_loss: 0.0311887 | Time: 44092.7 ms [2022-03-13 12:13:32 main:574] : INFO : Epoch 1548 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 44125.4 ms [2022-03-13 12:14:16 main:574] : INFO : Epoch 1549 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 44182.6 ms [2022-03-13 12:15:00 main:574] : INFO : Epoch 1550 | loss: 0.0311911 | val_loss: 0.0311908 | Time: 43985.4 ms [2022-03-13 12:15:45 main:574] : INFO : Epoch 1551 | loss: 0.0311916 | val_loss: 0.0311893 | Time: 44131.1 ms [2022-03-13 12:16:29 main:574] : INFO : Epoch 1552 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 44093.1 ms [2022-03-13 12:17:13 main:574] : INFO : Epoch 1553 | loss: 0.0311912 | val_loss: 0.031189 | Time: 44063.6 ms [2022-03-13 12:17:58 main:574] : INFO : Epoch 1554 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 44053.6 ms [2022-03-13 12:18:42 main:574] : INFO : Epoch 1555 | loss: 0.0311916 | val_loss: 0.0311899 | Time: 44168.6 ms [2022-03-13 12:19:26 main:574] : INFO : Epoch 1556 | loss: 0.03119 | val_loss: 0.0311889 | Time: 44220 ms [2022-03-13 12:20:10 main:574] : INFO : Epoch 1557 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 44126.4 ms [2022-03-13 12:20:55 main:574] : INFO : Epoch 1558 | loss: 0.0311887 | val_loss: 0.0311904 | Time: 43977.1 ms [2022-03-13 12:21:39 main:574] : INFO : Epoch 1559 | loss: 0.031192 | val_loss: 0.0311893 | Time: 44062.3 ms [2022-03-13 12:22:23 main:574] : INFO : Epoch 1560 | loss: 0.0311922 | val_loss: 0.0311889 | Time: 44169.6 ms [2022-03-13 12:23:07 main:574] : INFO : Epoch 1561 | loss: 0.0311896 | val_loss: 0.0311901 | Time: 44085.5 ms [2022-03-13 12:23:51 main:574] : INFO : Epoch 1562 | loss: 0.0311897 | val_loss: 0.0311935 | Time: 44058.5 ms [2022-03-13 12:24:36 main:574] : INFO : Epoch 1563 | loss: 0.03119 | val_loss: 0.031188 | Time: 44207.6 ms [2022-03-13 12:25:20 main:574] : INFO : Epoch 1564 | loss: 0.0311886 | val_loss: 0.0311888 | Time: 44012.1 ms [2022-03-13 12:26:04 main:574] : INFO : Epoch 1565 | loss: 0.0311887 | val_loss: 0.031189 | Time: 44095.4 ms [2022-03-13 12:26:48 main:574] : INFO : Epoch 1566 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 44060.3 ms [2022-03-13 12:27:32 main:574] : INFO : Epoch 1567 | loss: 0.0311903 | val_loss: 0.0311887 | Time: 44339.5 ms [2022-03-13 12:28:17 main:574] : INFO : Epoch 1568 | loss: 0.0311916 | val_loss: 0.0311889 | Time: 44109.7 ms [2022-03-13 12:29:01 main:574] : INFO : Epoch 1569 | loss: 0.03119 | val_loss: 0.0311888 | Time: 44202.7 ms [2022-03-13 12:29:46 main:574] : INFO : Epoch 1570 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 44176.8 ms [2022-03-13 12:30:30 main:574] : INFO : Epoch 1571 | loss: 0.0311901 | val_loss: 0.0311887 | Time: 44079.1 ms [2022-03-13 12:31:14 main:574] : INFO : Epoch 1572 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 44297.5 ms [2022-03-13 12:31:58 main:574] : INFO : Epoch 1573 | loss: 0.0311898 | val_loss: 0.0311966 | Time: 44176.1 ms [2022-03-13 12:32:43 main:574] : INFO : Epoch 1574 | loss: 0.0311903 | val_loss: 0.0311893 | Time: 44102.6 ms [2022-03-13 12:33:27 main:574] : INFO : Epoch 1575 | loss: 0.031191 | val_loss: 0.0311996 | Time: 44167.4 ms [2022-03-13 12:34:11 main:574] : INFO : Epoch 1576 | loss: 0.0311918 | val_loss: 0.0311891 | Time: 44232.2 ms [2022-03-13 12:34:56 main:574] : INFO : Epoch 1577 | loss: 0.0311887 | val_loss: 0.031191 | Time: 44306.2 ms [2022-03-13 12:35:40 main:574] : INFO : Epoch 1578 | loss: 0.0311896 | val_loss: 0.0311881 | Time: 43953.4 ms [2022-03-13 12:36:24 main:574] : INFO : Epoch 1579 | loss: 0.0311938 | val_loss: 0.0311881 | Time: 44061.2 ms [2022-03-13 12:37:08 main:574] : INFO : Epoch 1580 | loss: 0.0311923 | val_loss: 0.0311894 | Time: 43988.3 ms [2022-03-13 12:37:52 main:574] : INFO : Epoch 1581 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 44171 ms [2022-03-13 12:38:36 main:574] : INFO : Epoch 1582 | loss: 0.0311886 | val_loss: 0.0311877 | Time: 44170.9 ms [2022-03-13 12:39:21 main:574] : INFO : Epoch 1583 | loss: 0.0311888 | val_loss: 0.0311879 | Time: 44134.4 ms [2022-03-13 12:40:05 main:574] : INFO : Epoch 1584 | loss: 0.0311878 | val_loss: 0.0311879 | Time: 44203.7 ms [2022-03-13 12:40:49 main:574] : INFO : Epoch 1585 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 44183 ms [2022-03-13 12:41:34 main:574] : INFO : Epoch 1586 | loss: 0.0311894 | val_loss: 0.0311915 | Time: 44183.6 ms [2022-03-13 12:42:18 main:574] : INFO : Epoch 1587 | loss: 0.0311931 | val_loss: 0.03119 | Time: 44037 ms [2022-03-13 12:43:02 main:574] : INFO : Epoch 1588 | loss: 0.0311902 | val_loss: 0.0311895 | Time: 44101.9 ms [2022-03-13 12:43:46 main:574] : INFO : Epoch 1589 | loss: 0.0311898 | val_loss: 0.0311883 | Time: 44215.1 ms [2022-03-13 12:44:30 main:574] : INFO : Epoch 1590 | loss: 0.0311886 | val_loss: 0.0311869 | Time: 44074 ms [2022-03-13 12:45:15 main:574] : INFO : Epoch 1591 | loss: 0.031191 | val_loss: 0.0311919 | Time: 44222.3 ms [2022-03-13 12:45:59 main:574] : INFO : Epoch 1592 | loss: 0.0311972 | val_loss: 0.0311898 | Time: 43982.1 ms [2022-03-13 12:46:43 main:574] : INFO : Epoch 1593 | loss: 0.0311906 | val_loss: 0.0311877 | Time: 44189 ms [2022-03-13 12:47:27 main:574] : INFO : Epoch 1594 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 44076.4 ms [2022-03-13 12:48:12 main:574] : INFO : Epoch 1595 | loss: 0.0311892 | val_loss: 0.0311874 | Time: 44019.3 ms [2022-03-13 12:48:56 main:574] : INFO : Epoch 1596 | loss: 0.0311889 | val_loss: 0.0311871 | Time: 44323.2 ms [2022-03-13 12:49:41 main:574] : INFO : Epoch 1597 | loss: 0.0311892 | val_loss: 0.0311882 | Time: 44306 ms [2022-03-13 12:50:25 main:574] : INFO : Epoch 1598 | loss: 0.0311878 | val_loss: 0.0311869 | Time: 44052.7 ms [2022-03-13 12:51:09 main:574] : INFO : Epoch 1599 | loss: 0.0311912 | val_loss: 0.03119 | Time: 44106.8 ms [2022-03-13 12:51:53 main:574] : INFO : Epoch 1600 | loss: 0.0311896 | val_loss: 0.0311888 | Time: 44160.5 ms [2022-03-13 12:52:38 main:574] : INFO : Epoch 1601 | loss: 0.0311891 | val_loss: 0.0311867 | Time: 44145.3 ms [2022-03-13 12:53:22 main:574] : INFO : Epoch 1602 | loss: 0.031188 | val_loss: 0.031188 | Time: 44084.3 ms [2022-03-13 12:54:06 main:574] : INFO : Epoch 1603 | loss: 0.0311892 | val_loss: 0.0311893 | Time: 44073.2 ms [2022-03-13 12:54:50 main:574] : INFO : Epoch 1604 | loss: 0.0311901 | val_loss: 0.0311874 | Time: 44096.7 ms [2022-03-13 12:55:34 main:574] : INFO : Epoch 1605 | loss: 0.0311921 | val_loss: 0.0311956 | Time: 44236.6 ms [2022-03-13 12:56:19 main:574] : INFO : Epoch 1606 | loss: 0.0311881 | val_loss: 0.0311876 | Time: 44297.1 ms [2022-03-13 12:57:03 main:574] : INFO : Epoch 1607 | loss: 0.0311874 | val_loss: 0.0311935 | Time: 44089.6 ms [2022-03-13 12:57:47 main:574] : INFO : Epoch 1608 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 44127.3 ms [2022-03-13 12:58:32 main:574] : INFO : Epoch 1609 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 44087.1 ms [2022-03-13 12:59:16 main:574] : INFO : Epoch 1610 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 44206 ms [2022-03-13 13:00:00 main:574] : INFO : Epoch 1611 | loss: 0.0311883 | val_loss: 0.0311872 | Time: 44058.9 ms [2022-03-13 13:00:44 main:574] : INFO : Epoch 1612 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 44007.9 ms [2022-03-13 13:01:28 main:574] : INFO : Epoch 1613 | loss: 0.031187 | val_loss: 0.031188 | Time: 44258.7 ms [2022-03-13 13:02:13 main:574] : INFO : Epoch 1614 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 44164.6 ms [2022-03-13 13:02:57 main:574] : INFO : Epoch 1615 | loss: 0.0311881 | val_loss: 0.031196 | Time: 44076.8 ms [2022-03-13 13:03:41 main:574] : INFO : Epoch 1616 | loss: 0.0311901 | val_loss: 0.0311876 | Time: 44309.4 ms [2022-03-13 13:04:26 main:574] : INFO : Epoch 1617 | loss: 0.0311876 | val_loss: 0.0311879 | Time: 44220.8 ms [2022-03-13 13:05:10 main:574] : INFO : Epoch 1618 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 44053.6 ms [2022-03-13 13:05:55 main:574] : INFO : Epoch 1619 | loss: 0.031193 | val_loss: 0.0311913 | Time: 44076.8 ms [2022-03-13 13:06:39 main:574] : INFO : Epoch 1620 | loss: 0.0311906 | val_loss: 0.0311887 | Time: 44098.8 ms [2022-03-13 13:07:24 main:574] : INFO : Epoch 1621 | loss: 0.0311909 | val_loss: 0.0311885 | Time: 44134.5 ms [2022-03-13 13:08:08 main:574] : INFO : Epoch 1622 | loss: 0.0311902 | val_loss: 0.03119 | Time: 44261.4 ms [2022-03-13 13:08:52 main:574] : INFO : Epoch 1623 | loss: 0.0311933 | val_loss: 0.0311941 | Time: 44109 ms [2022-03-13 13:09:37 main:574] : INFO : Epoch 1624 | loss: 0.0312001 | val_loss: 0.0311969 | Time: 44053.5 ms [2022-03-13 13:10:21 main:574] : INFO : Epoch 1625 | loss: 0.0312008 | val_loss: 0.0311961 | Time: 44143.9 ms [2022-03-13 13:11:05 main:574] : INFO : Epoch 1626 | loss: 0.0312002 | val_loss: 0.0311961 | Time: 44016.4 ms [2022-03-13 13:11:49 main:574] : INFO : Epoch 1627 | loss: 0.0312023 | val_loss: 0.0312045 | Time: 44000.3 ms [2022-03-13 13:12:33 main:574] : INFO : Epoch 1628 | loss: 0.0312051 | val_loss: 0.0311968 | Time: 44075.1 ms [2022-03-13 13:13:17 main:574] : INFO : Epoch 1629 | loss: 0.0312182 | val_loss: 0.031376 | Time: 44144.7 ms [2022-03-13 13:14:02 main:574] : INFO : Epoch 1630 | loss: 0.0322617 | val_loss: 0.0314818 | Time: 44133.8 ms [2022-03-13 13:14:46 main:574] : INFO : Epoch 1631 | loss: 0.0314118 | val_loss: 0.0312709 | Time: 44089.4 ms [2022-03-13 13:15:30 main:574] : INFO : Epoch 1632 | loss: 0.0312355 | val_loss: 0.0312093 | Time: 44142.3 ms [2022-03-13 13:16:14 main:574] : INFO : Epoch 1633 | loss: 0.0312054 | val_loss: 0.0312001 | Time: 44206.8 ms [2022-03-13 13:16:58 main:574] : INFO : Epoch 1634 | loss: 0.0312023 | val_loss: 0.0312016 | Time: 44015.7 ms [2022-03-13 13:17:43 main:574] : INFO : Epoch 1635 | loss: 0.0312002 | val_loss: 0.0311961 | Time: 44275.3 ms [2022-03-13 13:18:27 main:574] : INFO : Epoch 1636 | loss: 0.0311976 | val_loss: 0.0311955 | Time: 44061 ms [2022-03-13 13:19:11 main:574] : INFO : Epoch 1637 | loss: 0.0312 | val_loss: 0.031194 | Time: 44194.3 ms [2022-03-13 13:19:55 main:574] : INFO : Epoch 1638 | loss: 0.0311975 | val_loss: 0.0311948 | Time: 44064.8 ms [2022-03-13 13:20:40 main:574] : INFO : Epoch 1639 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 44209.9 ms [2022-03-13 13:21:24 main:574] : INFO : Epoch 1640 | loss: 0.0311986 | val_loss: 0.0311951 | Time: 44192 ms [2022-03-13 13:22:08 main:574] : INFO : Epoch 1641 | loss: 0.0311977 | val_loss: 0.0311987 | Time: 44122.5 ms [2022-03-13 13:22:52 main:574] : INFO : Epoch 1642 | loss: 0.0311985 | val_loss: 0.0311994 | Time: 44163 ms [2022-03-13 13:23:37 main:574] : INFO : Epoch 1643 | loss: 0.031198 | val_loss: 0.0311947 | Time: 44151.8 ms [2022-03-13 13:24:21 main:574] : INFO : Epoch 1644 | loss: 0.0311968 | val_loss: 0.0311952 | Time: 43991.2 ms [2022-03-13 13:25:05 main:574] : INFO : Epoch 1645 | loss: 0.0311969 | val_loss: 0.0311936 | Time: 44117.9 ms [2022-03-13 13:25:49 main:574] : INFO : Epoch 1646 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 44183.4 ms [2022-03-13 13:26:33 main:574] : INFO : Epoch 1647 | loss: 0.031196 | val_loss: 0.0311934 | Time: 44130.7 ms [2022-03-13 13:27:18 main:574] : INFO : Epoch 1648 | loss: 0.0311983 | val_loss: 0.0311937 | Time: 44322.2 ms [2022-03-13 13:28:02 main:574] : INFO : Epoch 1649 | loss: 0.0311952 | val_loss: 0.0311924 | Time: 44212.8 ms [2022-03-13 13:28:46 main:574] : INFO : Epoch 1650 | loss: 0.0311949 | val_loss: 0.0311939 | Time: 44004.4 ms [2022-03-13 13:29:31 main:574] : INFO : Epoch 1651 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 44177.2 ms [2022-03-13 13:30:15 main:574] : INFO : Epoch 1652 | loss: 0.031198 | val_loss: 0.0311978 | Time: 44118.3 ms [2022-03-13 13:30:59 main:574] : INFO : Epoch 1653 | loss: 0.0311965 | val_loss: 0.0311949 | Time: 44165.5 ms [2022-03-13 13:31:43 main:574] : INFO : Epoch 1654 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 44187.5 ms [2022-03-13 13:32:28 main:574] : INFO : Epoch 1655 | loss: 0.031196 | val_loss: 0.0311957 | Time: 44085.8 ms [2022-03-13 13:33:12 main:574] : INFO : Epoch 1656 | loss: 0.0311944 | val_loss: 0.0311942 | Time: 44060.1 ms [2022-03-13 13:33:56 main:574] : INFO : Epoch 1657 | loss: 0.0311948 | val_loss: 0.0311942 | Time: 44228.4 ms [2022-03-13 13:34:40 main:574] : INFO : Epoch 1658 | loss: 0.031196 | val_loss: 0.031195 | Time: 44092.4 ms [2022-03-13 13:35:25 main:574] : INFO : Epoch 1659 | loss: 0.0311946 | val_loss: 0.031194 | Time: 44174.7 ms [2022-03-13 13:36:09 main:574] : INFO : Epoch 1660 | loss: 0.0311951 | val_loss: 0.0311946 | Time: 44106.2 ms [2022-03-13 13:36:53 main:574] : INFO : Epoch 1661 | loss: 0.0311949 | val_loss: 0.0311942 | Time: 44125.1 ms [2022-03-13 13:37:37 main:574] : INFO : Epoch 1662 | loss: 0.0311937 | val_loss: 0.0311937 | Time: 44008 ms [2022-03-13 13:38:21 main:574] : INFO : Epoch 1663 | loss: 0.0311935 | val_loss: 0.031193 | Time: 44136.5 ms [2022-03-13 13:39:05 main:574] : INFO : Epoch 1664 | loss: 0.0311937 | val_loss: 0.0311918 | Time: 44009.7 ms [2022-03-13 13:39:50 main:574] : INFO : Epoch 1665 | loss: 0.0311939 | val_loss: 0.0311928 | Time: 44166.4 ms [2022-03-13 13:40:34 main:574] : INFO : Epoch 1666 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 44143.5 ms [2022-03-13 13:41:18 main:574] : INFO : Epoch 1667 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 44206.1 ms [2022-03-13 13:42:02 main:574] : INFO : Epoch 1668 | loss: 0.0311944 | val_loss: 0.0311978 | Time: 44085.4 ms [2022-03-13 13:42:46 main:574] : INFO : Epoch 1669 | loss: 0.0311958 | val_loss: 0.0311925 | Time: 44155.5 ms [2022-03-13 13:43:30 main:574] : INFO : Epoch 1670 | loss: 0.0311957 | val_loss: 0.0311928 | Time: 43995.6 ms [2022-03-13 13:44:15 main:574] : INFO : Epoch 1671 | loss: 0.0311941 | val_loss: 0.0311929 | Time: 44035.7 ms [2022-03-13 13:44:59 main:574] : INFO : Epoch 1672 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 44122.2 ms [2022-03-13 13:45:43 main:574] : INFO : Epoch 1673 | loss: 0.0311928 | val_loss: 0.0311983 | Time: 44081.8 ms [2022-03-13 13:46:27 main:574] : INFO : Epoch 1674 | loss: 0.0311936 | val_loss: 0.0311932 | Time: 44062.6 ms [2022-03-13 13:47:11 main:574] : INFO : Epoch 1675 | loss: 0.0311927 | val_loss: 0.031194 | Time: 43966.3 ms [2022-03-13 13:47:55 main:574] : INFO : Epoch 1676 | loss: 0.0311935 | val_loss: 0.0311937 | Time: 44092.3 ms [2022-03-13 13:48:40 main:574] : INFO : Epoch 1677 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 44331.4 ms [2022-03-13 13:49:24 main:574] : INFO : Epoch 1678 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 44038.3 ms [2022-03-13 13:50:08 main:574] : INFO : Epoch 1679 | loss: 0.031193 | val_loss: 0.0311903 | Time: 44052.2 ms [2022-03-13 13:50:53 main:574] : INFO : Epoch 1680 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 44165.7 ms [2022-03-13 13:51:37 main:574] : INFO : Epoch 1681 | loss: 0.0311962 | val_loss: 0.0311913 | Time: 43992.1 ms [2022-03-13 13:52:21 main:574] : INFO : Epoch 1682 | loss: 0.0311954 | val_loss: 0.0311908 | Time: 44157.8 ms [2022-03-13 13:53:05 main:574] : INFO : Epoch 1683 | loss: 0.0311963 | val_loss: 0.0311922 | Time: 44125.7 ms [2022-03-13 13:53:49 main:574] : INFO : Epoch 1684 | loss: 0.0311954 | val_loss: 0.0311927 | Time: 44050.2 ms [2022-03-13 13:54:34 main:574] : INFO : Epoch 1685 | loss: 0.0311962 | val_loss: 0.0311912 | Time: 44291.5 ms [2022-03-13 13:55:18 main:574] : INFO : Epoch 1686 | loss: 0.0311946 | val_loss: 0.0311902 | Time: 44023.4 ms [2022-03-13 13:56:02 main:574] : INFO : Epoch 1687 | loss: 0.0311962 | val_loss: 0.0311912 | Time: 44172.2 ms [2022-03-13 13:56:46 main:574] : INFO : Epoch 1688 | loss: 0.0311964 | val_loss: 0.0311908 | Time: 44120.5 ms [2022-03-13 13:57:30 main:574] : INFO : Epoch 1689 | loss: 0.0311963 | val_loss: 0.0311924 | Time: 44063.2 ms [2022-03-13 13:58:15 main:574] : INFO : Epoch 1690 | loss: 0.0311963 | val_loss: 0.0311906 | Time: 44433.2 ms [2022-03-13 13:58:59 main:574] : INFO : Epoch 1691 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 44113.3 ms [2022-03-13 13:59:43 main:574] : INFO : Epoch 1692 | loss: 0.031196 | val_loss: 0.0311968 | Time: 44118.1 ms [2022-03-13 14:00:28 main:574] : INFO : Epoch 1693 | loss: 0.0311974 | val_loss: 0.0311918 | Time: 44052.4 ms [2022-03-13 14:01:12 main:574] : INFO : Epoch 1694 | loss: 0.0311968 | val_loss: 0.0311925 | Time: 44131.6 ms [2022-03-13 14:01:56 main:574] : INFO : Epoch 1695 | loss: 0.0311966 | val_loss: 0.0311904 | Time: 44242.5 ms [2022-03-13 14:02:40 main:574] : INFO : Epoch 1696 | loss: 0.0311955 | val_loss: 0.0311908 | Time: 44108.2 ms [2022-03-13 14:03:25 main:574] : INFO : Epoch 1697 | loss: 0.0311942 | val_loss: 0.0311899 | Time: 44146.3 ms [2022-03-13 14:04:09 main:574] : INFO : Epoch 1698 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 44060 ms [2022-03-13 14:04:53 main:574] : INFO : Epoch 1699 | loss: 0.0311945 | val_loss: 0.0311901 | Time: 44093.9 ms [2022-03-13 14:05:37 main:574] : INFO : Epoch 1700 | loss: 0.0311931 | val_loss: 0.0311903 | Time: 44093 ms [2022-03-13 14:06:21 main:574] : INFO : Epoch 1701 | loss: 0.0311942 | val_loss: 0.0311887 | Time: 44089.3 ms [2022-03-13 14:07:06 main:574] : INFO : Epoch 1702 | loss: 0.0311972 | val_loss: 0.031194 | Time: 44160.8 ms [2022-03-13 14:07:50 main:574] : INFO : Epoch 1703 | loss: 0.0311962 | val_loss: 0.0311881 | Time: 44064.8 ms [2022-03-13 14:08:34 main:574] : INFO : Epoch 1704 | loss: 0.0311942 | val_loss: 0.0311885 | Time: 44047.3 ms [2022-03-13 14:09:18 main:574] : INFO : Epoch 1705 | loss: 0.0311935 | val_loss: 0.0311878 | Time: 44134 ms [2022-03-13 14:10:02 main:574] : INFO : Epoch 1706 | loss: 0.0311928 | val_loss: 0.0311878 | Time: 43999.9 ms [2022-03-13 14:10:46 main:574] : INFO : Epoch 1707 | loss: 0.0311924 | val_loss: 0.0311881 | Time: 44142.5 ms [2022-03-13 14:11:31 main:574] : INFO : Epoch 1708 | loss: 0.0311917 | val_loss: 0.0311889 | Time: 43999.8 ms [2022-03-13 14:12:15 main:574] : INFO : Epoch 1709 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 44109.5 ms [2022-03-13 14:12:59 main:574] : INFO : Epoch 1710 | loss: 0.0311917 | val_loss: 0.0311914 | Time: 44053.5 ms [2022-03-13 14:13:43 main:574] : INFO : Epoch 1711 | loss: 0.0311937 | val_loss: 0.0311915 | Time: 44105.7 ms [2022-03-13 14:14:27 main:574] : INFO : Epoch 1712 | loss: 0.0311952 | val_loss: 0.0312012 | Time: 44071.9 ms [2022-03-13 14:15:11 main:574] : INFO : Epoch 1713 | loss: 0.0311984 | val_loss: 0.0311896 | Time: 44142.5 ms [2022-03-13 14:15:55 main:574] : INFO : Epoch 1714 | loss: 0.0311931 | val_loss: 0.0311894 | Time: 43973.3 ms [2022-03-13 14:16:40 main:574] : INFO : Epoch 1715 | loss: 0.0311916 | val_loss: 0.0311893 | Time: 44070.6 ms [2022-03-13 14:17:24 main:574] : INFO : Epoch 1716 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 44057.7 ms [2022-03-13 14:18:08 main:574] : INFO : Epoch 1717 | loss: 0.0311907 | val_loss: 0.0311878 | Time: 44128.8 ms [2022-03-13 14:18:52 main:574] : INFO : Epoch 1718 | loss: 0.0311911 | val_loss: 0.0311875 | Time: 43944.9 ms [2022-03-13 14:19:36 main:574] : INFO : Epoch 1719 | loss: 0.031193 | val_loss: 0.0311892 | Time: 44009.4 ms [2022-03-13 14:20:20 main:574] : INFO : Epoch 1720 | loss: 0.0311941 | val_loss: 0.0311876 | Time: 44232.1 ms [2022-03-13 14:21:05 main:574] : INFO : Epoch 1721 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 44146.9 ms [2022-03-13 14:21:49 main:574] : INFO : Epoch 1722 | loss: 0.0311963 | val_loss: 0.0311912 | Time: 44005.1 ms [2022-03-13 14:22:33 main:574] : INFO : Epoch 1723 | loss: 0.0311948 | val_loss: 0.0311926 | Time: 44134 ms [2022-03-13 14:23:17 main:574] : INFO : Epoch 1724 | loss: 0.0311965 | val_loss: 0.0311891 | Time: 43991.9 ms [2022-03-13 14:24:01 main:574] : INFO : Epoch 1725 | loss: 0.0311942 | val_loss: 0.0311904 | Time: 44133.2 ms [2022-03-13 14:24:45 main:574] : INFO : Epoch 1726 | loss: 0.0311938 | val_loss: 0.0311887 | Time: 44015.2 ms [2022-03-13 14:25:30 main:574] : INFO : Epoch 1727 | loss: 0.0311947 | val_loss: 0.0311902 | Time: 44286.2 ms [2022-03-13 14:26:14 main:574] : INFO : Epoch 1728 | loss: 0.0311942 | val_loss: 0.0311886 | Time: 44099.8 ms [2022-03-13 14:26:58 main:574] : INFO : Epoch 1729 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 44096.1 ms [2022-03-13 14:27:42 main:574] : INFO : Epoch 1730 | loss: 0.0311959 | val_loss: 0.0311893 | Time: 44000.1 ms [2022-03-13 14:28:26 main:574] : INFO : Epoch 1731 | loss: 0.0311966 | val_loss: 0.031193 | Time: 44068.4 ms [2022-03-13 14:29:11 main:574] : INFO : Epoch 1732 | loss: 0.0311977 | val_loss: 0.0311898 | Time: 44105.3 ms [2022-03-13 14:29:55 main:574] : INFO : Epoch 1733 | loss: 0.031195 | val_loss: 0.0311918 | Time: 44176.7 ms [2022-03-13 14:30:39 main:574] : INFO : Epoch 1734 | loss: 0.031194 | val_loss: 0.0311913 | Time: 44083.9 ms [2022-03-13 14:31:23 main:574] : INFO : Epoch 1735 | loss: 0.0311941 | val_loss: 0.0311894 | Time: 44004.4 ms [2022-03-13 14:32:07 main:574] : INFO : Epoch 1736 | loss: 0.0311931 | val_loss: 0.0311897 | Time: 44149.6 ms [2022-03-13 14:32:52 main:574] : INFO : Epoch 1737 | loss: 0.0311933 | val_loss: 0.0311907 | Time: 44115.7 ms [2022-03-13 14:33:36 main:574] : INFO : Epoch 1738 | loss: 0.0311929 | val_loss: 0.0311901 | Time: 44000.8 ms [2022-03-13 14:34:20 main:574] : INFO : Epoch 1739 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 44170.1 ms [2022-03-13 14:35:04 main:574] : INFO : Epoch 1740 | loss: 0.0311941 | val_loss: 0.0311899 | Time: 44089.9 ms [2022-03-13 14:35:48 main:574] : INFO : Epoch 1741 | loss: 0.0311924 | val_loss: 0.03119 | Time: 44131.4 ms [2022-03-13 14:36:32 main:574] : INFO : Epoch 1742 | loss: 0.0311917 | val_loss: 0.0311907 | Time: 44092.2 ms [2022-03-13 14:37:17 main:574] : INFO : Epoch 1743 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 44228.7 ms [2022-03-13 14:38:01 main:574] : INFO : Epoch 1744 | loss: 0.0311932 | val_loss: 0.0311901 | Time: 44065.8 ms [2022-03-13 14:38:45 main:574] : INFO : Epoch 1745 | loss: 0.0311931 | val_loss: 0.0311891 | Time: 44114.1 ms [2022-03-13 14:39:29 main:574] : INFO : Epoch 1746 | loss: 0.0311916 | val_loss: 0.031189 | Time: 44119.4 ms [2022-03-13 14:40:13 main:574] : INFO : Epoch 1747 | loss: 0.0311919 | val_loss: 0.0311891 | Time: 44147.5 ms [2022-03-13 14:40:58 main:574] : INFO : Epoch 1748 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 44065.2 ms [2022-03-13 14:41:42 main:574] : INFO : Epoch 1749 | loss: 0.0311933 | val_loss: 0.0311887 | Time: 44160.8 ms [2022-03-13 14:42:26 main:574] : INFO : Epoch 1750 | loss: 0.0311927 | val_loss: 0.031192 | Time: 44096.5 ms [2022-03-13 14:43:10 main:574] : INFO : Epoch 1751 | loss: 0.0311923 | val_loss: 0.0311936 | Time: 44163.2 ms [2022-03-13 14:43:54 main:574] : INFO : Epoch 1752 | loss: 0.031192 | val_loss: 0.0311888 | Time: 44071.9 ms [2022-03-13 14:44:39 main:574] : INFO : Epoch 1753 | loss: 0.0311911 | val_loss: 0.0311896 | Time: 44169.2 ms [2022-03-13 14:45:23 main:574] : INFO : Epoch 1754 | loss: 0.0311935 | val_loss: 0.031189 | Time: 43970.2 ms [2022-03-13 14:46:07 main:574] : INFO : Epoch 1755 | loss: 0.0311926 | val_loss: 0.0311893 | Time: 44152.4 ms [2022-03-13 14:46:51 main:574] : INFO : Epoch 1756 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 44030.2 ms [2022-03-13 14:47:36 main:574] : INFO : Epoch 1757 | loss: 0.0311914 | val_loss: 0.0311887 | Time: 44212.3 ms [2022-03-13 14:48:20 main:574] : INFO : Epoch 1758 | loss: 0.0311918 | val_loss: 0.03119 | Time: 44130.7 ms [2022-03-13 14:49:04 main:574] : INFO : Epoch 1759 | loss: 0.0311941 | val_loss: 0.0311897 | Time: 44148.2 ms [2022-03-13 14:49:48 main:574] : INFO : Epoch 1760 | loss: 0.031194 | val_loss: 0.0311911 | Time: 43996 ms [2022-03-13 14:50:33 main:574] : INFO : Epoch 1761 | loss: 0.0311947 | val_loss: 0.0311897 | Time: 44191.6 ms [2022-03-13 14:51:17 main:574] : INFO : Epoch 1762 | loss: 0.0311952 | val_loss: 0.0311902 | Time: 43940.4 ms [2022-03-13 14:52:01 main:574] : INFO : Epoch 1763 | loss: 0.0311921 | val_loss: 0.0311907 | Time: 44079.2 ms [2022-03-13 14:52:45 main:574] : INFO : Epoch 1764 | loss: 0.0311916 | val_loss: 0.0311892 | Time: 44140.9 ms [2022-03-13 14:53:29 main:574] : INFO : Epoch 1765 | loss: 0.031192 | val_loss: 0.0311895 | Time: 44199.1 ms [2022-03-13 14:54:13 main:574] : INFO : Epoch 1766 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 43975.9 ms [2022-03-13 14:54:58 main:574] : INFO : Epoch 1767 | loss: 0.0311918 | val_loss: 0.0311888 | Time: 44072.4 ms [2022-03-13 14:55:42 main:574] : INFO : Epoch 1768 | loss: 0.0311938 | val_loss: 0.031193 | Time: 44084.5 ms [2022-03-13 14:56:26 main:574] : INFO : Epoch 1769 | loss: 0.0311932 | val_loss: 0.031191 | Time: 44057.6 ms [2022-03-13 14:57:10 main:574] : INFO : Epoch 1770 | loss: 0.0311923 | val_loss: 0.0311953 | Time: 44115.5 ms [2022-03-13 14:57:54 main:574] : INFO : Epoch 1771 | loss: 0.0311932 | val_loss: 0.0311889 | Time: 44152.4 ms [2022-03-13 14:58:39 main:574] : INFO : Epoch 1772 | loss: 0.0311924 | val_loss: 0.0311927 | Time: 44011.4 ms [2022-03-13 14:59:23 main:574] : INFO : Epoch 1773 | loss: 0.0311917 | val_loss: 0.0311898 | Time: 44114.3 ms [2022-03-13 15:00:07 main:574] : INFO : Epoch 1774 | loss: 0.0311918 | val_loss: 0.0311891 | Time: 44125.2 ms [2022-03-13 15:00:51 main:574] : INFO : Epoch 1775 | loss: 0.0311912 | val_loss: 0.0311881 | Time: 44073.5 ms [2022-03-13 15:01:35 main:574] : INFO : Epoch 1776 | loss: 0.0311912 | val_loss: 0.0311925 | Time: 44015.8 ms [2022-03-13 15:02:20 main:574] : INFO : Epoch 1777 | loss: 0.0311935 | val_loss: 0.0311897 | Time: 44116.8 ms [2022-03-13 15:03:04 main:574] : INFO : Epoch 1778 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 44149.9 ms [2022-03-13 15:03:48 main:574] : INFO : Epoch 1779 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 44174.8 ms [2022-03-13 15:04:32 main:574] : INFO : Epoch 1780 | loss: 0.0311923 | val_loss: 0.0311895 | Time: 44034.7 ms [2022-03-13 15:05:16 main:574] : INFO : Epoch 1781 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 44123.1 ms [2022-03-13 15:06:01 main:574] : INFO : Epoch 1782 | loss: 0.0311938 | val_loss: 0.0311986 | Time: 44127.4 ms [2022-03-13 15:06:45 main:574] : INFO : Epoch 1783 | loss: 0.0311954 | val_loss: 0.0311905 | Time: 44160.7 ms [2022-03-13 15:07:29 main:574] : INFO : Epoch 1784 | loss: 0.0311972 | val_loss: 0.0311927 | Time: 44117.4 ms [2022-03-13 15:08:13 main:574] : INFO : Epoch 1785 | loss: 0.0311927 | val_loss: 0.0311911 | Time: 44115.1 ms [2022-03-13 15:08:57 main:574] : INFO : Epoch 1786 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 44066.9 ms [2022-03-13 15:09:42 main:574] : INFO : Epoch 1787 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 44074 ms [2022-03-13 15:10:26 main:574] : INFO : Epoch 1788 | loss: 0.0311938 | val_loss: 0.0311909 | Time: 44069.7 ms [2022-03-13 15:11:10 main:574] : INFO : Epoch 1789 | loss: 0.0311931 | val_loss: 0.0311909 | Time: 44136.4 ms [2022-03-13 15:11:54 main:574] : INFO : Epoch 1790 | loss: 0.0311931 | val_loss: 0.0311908 | Time: 43997.7 ms [2022-03-13 15:12:38 main:574] : INFO : Epoch 1791 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 44024.7 ms [2022-03-13 15:13:23 main:574] : INFO : Epoch 1792 | loss: 0.0311931 | val_loss: 0.0311919 | Time: 44086 ms [2022-03-13 15:14:07 main:574] : INFO : Epoch 1793 | loss: 0.0311922 | val_loss: 0.0311912 | Time: 44107.5 ms [2022-03-13 15:14:51 main:574] : INFO : Epoch 1794 | loss: 0.0311927 | val_loss: 0.0311912 | Time: 43999.4 ms [2022-03-13 15:15:35 main:574] : INFO : Epoch 1795 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 44045.2 ms [2022-03-13 15:16:19 main:574] : INFO : Epoch 1796 | loss: 0.0311914 | val_loss: 0.0311915 | Time: 43961.7 ms [2022-03-13 15:17:03 main:574] : INFO : Epoch 1797 | loss: 0.0311926 | val_loss: 0.0311913 | Time: 44144.5 ms [2022-03-13 15:17:47 main:574] : INFO : Epoch 1798 | loss: 0.031195 | val_loss: 0.0311917 | Time: 44048.7 ms [2022-03-13 15:18:32 main:574] : INFO : Epoch 1799 | loss: 0.0311953 | val_loss: 0.03119 | Time: 44240.6 ms [2022-03-13 15:19:16 main:574] : INFO : Epoch 1800 | loss: 0.0311936 | val_loss: 0.0311919 | Time: 44006.2 ms [2022-03-13 15:20:00 main:574] : INFO : Epoch 1801 | loss: 0.0311915 | val_loss: 0.0311895 | Time: 44176.7 ms [2022-03-13 15:20:44 main:574] : INFO : Epoch 1802 | loss: 0.031191 | val_loss: 0.0311899 | Time: 44000.1 ms [2022-03-13 15:21:28 main:574] : INFO : Epoch 1803 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 44100.5 ms [2022-03-13 15:22:12 main:574] : INFO : Epoch 1804 | loss: 0.0311935 | val_loss: 0.0311899 | Time: 44007.7 ms [2022-03-13 15:22:57 main:574] : INFO : Epoch 1805 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 44014.4 ms [2022-03-13 15:23:41 main:574] : INFO : Epoch 1806 | loss: 0.0311917 | val_loss: 0.0311884 | Time: 44111.7 ms [2022-03-13 15:24:25 main:574] : INFO : Epoch 1807 | loss: 0.031192 | val_loss: 0.0311901 | Time: 44065.8 ms [2022-03-13 15:25:09 main:574] : INFO : Epoch 1808 | loss: 0.0311922 | val_loss: 0.0311887 | Time: 44065.1 ms [2022-03-13 15:25:53 main:574] : INFO : Epoch 1809 | loss: 0.0311949 | val_loss: 0.0311927 | Time: 44326.4 ms [2022-03-13 15:26:38 main:574] : INFO : Epoch 1810 | loss: 0.0311954 | val_loss: 0.0311947 | Time: 44175.4 ms [2022-03-13 15:27:22 main:574] : INFO : Epoch 1811 | loss: 0.0311934 | val_loss: 0.0311907 | Time: 44016 ms [2022-03-13 15:28:06 main:574] : INFO : Epoch 1812 | loss: 0.0311942 | val_loss: 0.0311903 | Time: 44019.5 ms [2022-03-13 15:28:51 main:574] : INFO : Epoch 1813 | loss: 0.031192 | val_loss: 0.0311903 | Time: 44238 ms [2022-03-13 15:29:35 main:574] : INFO : Epoch 1814 | loss: 0.0311953 | val_loss: 0.0311908 | Time: 43991.8 ms [2022-03-13 15:30:19 main:574] : INFO : Epoch 1815 | loss: 0.031193 | val_loss: 0.0311892 | Time: 44147.3 ms [2022-03-13 15:31:03 main:574] : INFO : Epoch 1816 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 44133 ms [2022-03-13 15:31:48 main:574] : INFO : Epoch 1817 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 44111.6 ms [2022-03-13 15:32:32 main:574] : INFO : Epoch 1818 | loss: 0.0311922 | val_loss: 0.0311906 | Time: 44081.5 ms [2022-03-13 15:33:16 main:574] : INFO : Epoch 1819 | loss: 0.0311931 | val_loss: 0.0311903 | Time: 44204.9 ms [2022-03-13 15:34:00 main:574] : INFO : Epoch 1820 | loss: 0.031197 | val_loss: 0.0312012 | Time: 44141.9 ms [2022-03-13 15:34:44 main:574] : INFO : Epoch 1821 | loss: 0.0311982 | val_loss: 0.0311899 | Time: 44135.4 ms [2022-03-13 15:35:29 main:574] : INFO : Epoch 1822 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 44106.1 ms [2022-03-13 15:36:13 main:574] : INFO : Epoch 1823 | loss: 0.0311924 | val_loss: 0.0311904 | Time: 44081 ms [2022-03-13 15:36:57 main:574] : INFO : Epoch 1824 | loss: 0.0311917 | val_loss: 0.0311945 | Time: 44055.5 ms [2022-03-13 15:37:41 main:574] : INFO : Epoch 1825 | loss: 0.031193 | val_loss: 0.03119 | Time: 44151.1 ms [2022-03-13 15:38:25 main:574] : INFO : Epoch 1826 | loss: 0.031192 | val_loss: 0.0311904 | Time: 44109.7 ms [2022-03-13 15:39:10 main:574] : INFO : Epoch 1827 | loss: 0.0311916 | val_loss: 0.0311891 | Time: 44096.1 ms [2022-03-13 15:39:54 main:574] : INFO : Epoch 1828 | loss: 0.0311924 | val_loss: 0.0311959 | Time: 44229 ms [2022-03-13 15:40:38 main:574] : INFO : Epoch 1829 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 44173.6 ms [2022-03-13 15:41:22 main:574] : INFO : Epoch 1830 | loss: 0.0311955 | val_loss: 0.0311921 | Time: 44044.5 ms [2022-03-13 15:42:06 main:574] : INFO : Epoch 1831 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 44047.6 ms [2022-03-13 15:42:51 main:574] : INFO : Epoch 1832 | loss: 0.0311932 | val_loss: 0.0311912 | Time: 44053.6 ms [2022-03-13 15:43:35 main:574] : INFO : Epoch 1833 | loss: 0.0311936 | val_loss: 0.0311923 | Time: 44081.6 ms [2022-03-13 15:44:19 main:574] : INFO : Epoch 1834 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 43965.3 ms [2022-03-13 15:45:03 main:574] : INFO : Epoch 1835 | loss: 0.0311934 | val_loss: 0.0311914 | Time: 44065.9 ms [2022-03-13 15:45:47 main:574] : INFO : Epoch 1836 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 44137.3 ms [2022-03-13 15:46:31 main:574] : INFO : Epoch 1837 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 44073.7 ms [2022-03-13 15:47:15 main:574] : INFO : Epoch 1838 | loss: 0.0311948 | val_loss: 0.0311932 | Time: 44041.9 ms [2022-03-13 15:48:00 main:574] : INFO : Epoch 1839 | loss: 0.0311978 | val_loss: 0.0311987 | Time: 44085.9 ms [2022-03-13 15:48:44 main:574] : INFO : Epoch 1840 | loss: 0.031201 | val_loss: 0.0311962 | Time: 44051.6 ms [2022-03-13 15:49:28 main:574] : INFO : Epoch 1841 | loss: 0.0311991 | val_loss: 0.0311959 | Time: 44182.5 ms [2022-03-13 15:50:12 main:574] : INFO : Epoch 1842 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 43947.7 ms [2022-03-13 15:50:56 main:574] : INFO : Epoch 1843 | loss: 0.0311976 | val_loss: 0.0311909 | Time: 44057 ms [2022-03-13 15:51:41 main:574] : INFO : Epoch 1844 | loss: 0.0311969 | val_loss: 0.0311912 | Time: 44065.3 ms [2022-03-13 15:52:25 main:574] : INFO : Epoch 1845 | loss: 0.0311948 | val_loss: 0.0311926 | Time: 44071.4 ms [2022-03-13 15:53:09 main:574] : INFO : Epoch 1846 | loss: 0.0311934 | val_loss: 0.031192 | Time: 44099.1 ms [2022-03-13 15:53:53 main:574] : INFO : Epoch 1847 | loss: 0.0311987 | val_loss: 0.0311918 | Time: 44082.4 ms [2022-03-13 15:54:37 main:574] : INFO : Epoch 1848 | loss: 0.0311946 | val_loss: 0.0311883 | Time: 44091 ms [2022-03-13 15:55:21 main:574] : INFO : Epoch 1849 | loss: 0.0311924 | val_loss: 0.0311909 | Time: 44106.8 ms [2022-03-13 15:56:06 main:574] : INFO : Epoch 1850 | loss: 0.031192 | val_loss: 0.0311908 | Time: 44035.9 ms [2022-03-13 15:56:50 main:574] : INFO : Epoch 1851 | loss: 0.0311903 | val_loss: 0.0311874 | Time: 44081.1 ms [2022-03-13 15:57:34 main:574] : INFO : Epoch 1852 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 44045.8 ms [2022-03-13 15:58:18 main:574] : INFO : Epoch 1853 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 44117.3 ms [2022-03-13 15:59:02 main:574] : INFO : Epoch 1854 | loss: 0.0311895 | val_loss: 0.0311876 | Time: 44099.8 ms [2022-03-13 15:59:46 main:574] : INFO : Epoch 1855 | loss: 0.0311892 | val_loss: 0.0311895 | Time: 44060 ms [2022-03-13 16:00:31 main:574] : INFO : Epoch 1856 | loss: 0.0311899 | val_loss: 0.0311903 | Time: 44120.3 ms [2022-03-13 16:01:15 main:574] : INFO : Epoch 1857 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 44105.8 ms [2022-03-13 16:01:59 main:574] : INFO : Epoch 1858 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 44148.4 ms [2022-03-13 16:02:44 main:574] : INFO : Epoch 1859 | loss: 0.0311884 | val_loss: 0.0311892 | Time: 44057.2 ms [2022-03-13 16:03:28 main:574] : INFO : Epoch 1860 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 44048.8 ms [2022-03-13 16:04:12 main:574] : INFO : Epoch 1861 | loss: 0.0311883 | val_loss: 0.031187 | Time: 44105.6 ms [2022-03-13 16:04:56 main:574] : INFO : Epoch 1862 | loss: 0.0311899 | val_loss: 0.0311874 | Time: 44076 ms [2022-03-13 16:05:41 main:574] : INFO : Epoch 1863 | loss: 0.0311883 | val_loss: 0.0311881 | Time: 44270.5 ms [2022-03-13 16:06:25 main:574] : INFO : Epoch 1864 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 44146.4 ms [2022-03-13 16:07:09 main:574] : INFO : Epoch 1865 | loss: 0.0311901 | val_loss: 0.03119 | Time: 44125.1 ms [2022-03-13 16:07:53 main:574] : INFO : Epoch 1866 | loss: 0.0311885 | val_loss: 0.0311894 | Time: 44024.1 ms [2022-03-13 16:08:37 main:574] : INFO : Epoch 1867 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 44058.4 ms [2022-03-13 16:09:21 main:574] : INFO : Epoch 1868 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 44036.8 ms [2022-03-13 16:10:05 main:574] : INFO : Epoch 1869 | loss: 0.0311899 | val_loss: 0.031188 | Time: 44029.5 ms [2022-03-13 16:10:50 main:574] : INFO : Epoch 1870 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 44183.3 ms [2022-03-13 16:11:34 main:574] : INFO : Epoch 1871 | loss: 0.03119 | val_loss: 0.0311923 | Time: 44152.1 ms [2022-03-13 16:12:18 main:574] : INFO : Epoch 1872 | loss: 0.0311899 | val_loss: 0.0311888 | Time: 44058.7 ms [2022-03-13 16:13:02 main:574] : INFO : Epoch 1873 | loss: 0.0311906 | val_loss: 0.0311877 | Time: 44128.9 ms [2022-03-13 16:13:46 main:574] : INFO : Epoch 1874 | loss: 0.0311904 | val_loss: 0.0311903 | Time: 44022.1 ms [2022-03-13 16:14:31 main:574] : INFO : Epoch 1875 | loss: 0.0311876 | val_loss: 0.0311857 | Time: 44118.4 ms [2022-03-13 16:15:15 main:574] : INFO : Epoch 1876 | loss: 0.0311874 | val_loss: 0.0311871 | Time: 44045.1 ms [2022-03-13 16:15:59 main:574] : INFO : Epoch 1877 | loss: 0.0311867 | val_loss: 0.031187 | Time: 44165.3 ms [2022-03-13 16:16:43 main:574] : INFO : Epoch 1878 | loss: 0.0311888 | val_loss: 0.0311939 | Time: 44020.5 ms [2022-03-13 16:17:27 main:574] : INFO : Epoch 1879 | loss: 0.0311887 | val_loss: 0.0311861 | Time: 44091.3 ms [2022-03-13 16:18:12 main:574] : INFO : Epoch 1880 | loss: 0.0311871 | val_loss: 0.0311892 | Time: 44081.2 ms [2022-03-13 16:18:56 main:574] : INFO : Epoch 1881 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 44139 ms [2022-03-13 16:19:40 main:574] : INFO : Epoch 1882 | loss: 0.03119 | val_loss: 0.0311903 | Time: 44079 ms [2022-03-13 16:20:24 main:574] : INFO : Epoch 1883 | loss: 0.0311923 | val_loss: 0.0311948 | Time: 44174.9 ms [2022-03-13 16:21:09 main:574] : INFO : Epoch 1884 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 44188.1 ms [2022-03-13 16:21:53 main:574] : INFO : Epoch 1885 | loss: 0.0311938 | val_loss: 0.0311917 | Time: 44130.5 ms [2022-03-13 16:22:37 main:574] : INFO : Epoch 1886 | loss: 0.0311908 | val_loss: 0.0311912 | Time: 44048.4 ms [2022-03-13 16:23:21 main:574] : INFO : Epoch 1887 | loss: 0.0311879 | val_loss: 0.031186 | Time: 44102.6 ms [2022-03-13 16:24:05 main:574] : INFO : Epoch 1888 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 44076.2 ms [2022-03-13 16:24:50 main:574] : INFO : Epoch 1889 | loss: 0.031187 | val_loss: 0.0311897 | Time: 44178.6 ms [2022-03-13 16:25:34 main:574] : INFO : Epoch 1890 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 44041.3 ms [2022-03-13 16:26:18 main:574] : INFO : Epoch 1891 | loss: 0.0311881 | val_loss: 0.0311867 | Time: 44108.5 ms [2022-03-13 16:27:02 main:574] : INFO : Epoch 1892 | loss: 0.031189 | val_loss: 0.0311867 | Time: 43994.2 ms [2022-03-13 16:27:46 main:574] : INFO : Epoch 1893 | loss: 0.0311916 | val_loss: 0.0311884 | Time: 44108.2 ms [2022-03-13 16:28:30 main:574] : INFO : Epoch 1894 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 44019.6 ms [2022-03-13 16:29:14 main:574] : INFO : Epoch 1895 | loss: 0.0311923 | val_loss: 0.0311909 | Time: 44054.9 ms [2022-03-13 16:29:58 main:574] : INFO : Epoch 1896 | loss: 0.0311905 | val_loss: 0.0311894 | Time: 43985.7 ms [2022-03-13 16:30:43 main:574] : INFO : Epoch 1897 | loss: 0.0311905 | val_loss: 0.03119 | Time: 44199.9 ms [2022-03-13 16:31:27 main:574] : INFO : Epoch 1898 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 43951.7 ms [2022-03-13 16:32:11 main:574] : INFO : Epoch 1899 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 44079.6 ms [2022-03-13 16:32:55 main:574] : INFO : Epoch 1900 | loss: 0.0311887 | val_loss: 0.031194 | Time: 44091.2 ms [2022-03-13 16:33:39 main:574] : INFO : Epoch 1901 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 44168.2 ms [2022-03-13 16:34:24 main:574] : INFO : Epoch 1902 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 44024.5 ms [2022-03-13 16:35:08 main:574] : INFO : Epoch 1903 | loss: 0.031188 | val_loss: 0.0311878 | Time: 44128.6 ms [2022-03-13 16:35:52 main:574] : INFO : Epoch 1904 | loss: 0.0311877 | val_loss: 0.0311942 | Time: 44322.5 ms [2022-03-13 16:36:36 main:574] : INFO : Epoch 1905 | loss: 0.0311909 | val_loss: 0.0311885 | Time: 44066.6 ms [2022-03-13 16:37:20 main:574] : INFO : Epoch 1906 | loss: 0.031188 | val_loss: 0.0311882 | Time: 44077.6 ms [2022-03-13 16:38:05 main:574] : INFO : Epoch 1907 | loss: 0.0311903 | val_loss: 0.0311914 | Time: 44082.5 ms [2022-03-13 16:38:49 main:574] : INFO : Epoch 1908 | loss: 0.0311893 | val_loss: 0.0311887 | Time: 44148 ms [2022-03-13 16:39:33 main:574] : INFO : Epoch 1909 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 44131 ms [2022-03-13 16:40:17 main:574] : INFO : Epoch 1910 | loss: 0.0311901 | val_loss: 0.0311886 | Time: 44100.1 ms [2022-03-13 16:41:01 main:574] : INFO : Epoch 1911 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 44054.6 ms [2022-03-13 16:41:46 main:574] : INFO : Epoch 1912 | loss: 0.0311905 | val_loss: 0.0311904 | Time: 44149.2 ms [2022-03-13 16:42:30 main:574] : INFO : Epoch 1913 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 44350.4 ms [2022-03-13 16:43:14 main:574] : INFO : Epoch 1914 | loss: 0.0311871 | val_loss: 0.0311872 | Time: 44076.6 ms [2022-03-13 16:43:58 main:574] : INFO : Epoch 1915 | loss: 0.031189 | val_loss: 0.0311909 | Time: 44096.9 ms [2022-03-13 16:44:43 main:574] : INFO : Epoch 1916 | loss: 0.0311902 | val_loss: 0.0311889 | Time: 44196.2 ms [2022-03-13 16:45:27 main:574] : INFO : Epoch 1917 | loss: 0.0311876 | val_loss: 0.031188 | Time: 44112.9 ms [2022-03-13 16:46:11 main:574] : INFO : Epoch 1918 | loss: 0.0311882 | val_loss: 0.031189 | Time: 44072.4 ms [2022-03-13 16:46:55 main:574] : INFO : Epoch 1919 | loss: 0.0311887 | val_loss: 0.0311897 | Time: 44109.1 ms [2022-03-13 16:47:39 main:574] : INFO : Epoch 1920 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 44018.3 ms [2022-03-13 16:48:24 main:574] : INFO : Epoch 1921 | loss: 0.0311927 | val_loss: 0.031189 | Time: 44127.5 ms [2022-03-13 16:49:08 main:574] : INFO : Epoch 1922 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 43997 ms [2022-03-13 16:49:52 main:574] : INFO : Epoch 1923 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 44188.4 ms [2022-03-13 16:50:36 main:574] : INFO : Epoch 1924 | loss: 0.0311872 | val_loss: 0.0311898 | Time: 44062.6 ms [2022-03-13 16:51:20 main:574] : INFO : Epoch 1925 | loss: 0.031188 | val_loss: 0.0311887 | Time: 44178.4 ms [2022-03-13 16:52:04 main:574] : INFO : Epoch 1926 | loss: 0.0311909 | val_loss: 0.0311911 | Time: 44051.6 ms [2022-03-13 16:52:49 main:574] : INFO : Epoch 1927 | loss: 0.0311883 | val_loss: 0.0311877 | Time: 44109 ms [2022-03-13 16:53:33 main:574] : INFO : Epoch 1928 | loss: 0.0311899 | val_loss: 0.0311946 | Time: 44000.9 ms [2022-03-13 16:54:17 main:574] : INFO : Epoch 1929 | loss: 0.0311896 | val_loss: 0.0311885 | Time: 44288.7 ms [2022-03-13 16:55:01 main:574] : INFO : Epoch 1930 | loss: 0.0311874 | val_loss: 0.0311887 | Time: 44027.3 ms [2022-03-13 16:55:45 main:574] : INFO : Epoch 1931 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 44081 ms [2022-03-13 16:56:30 main:574] : INFO : Epoch 1932 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 44215 ms [2022-03-13 16:57:14 main:574] : INFO : Epoch 1933 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 44195.2 ms [2022-03-13 16:57:58 main:574] : INFO : Epoch 1934 | loss: 0.0311875 | val_loss: 0.0311886 | Time: 44173.1 ms [2022-03-13 16:58:43 main:574] : INFO : Epoch 1935 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 44189.1 ms [2022-03-13 16:59:27 main:574] : INFO : Epoch 1936 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 43971.4 ms [2022-03-13 17:00:11 main:574] : INFO : Epoch 1937 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 44195.3 ms [2022-03-13 17:00:55 main:574] : INFO : Epoch 1938 | loss: 0.031188 | val_loss: 0.0311962 | Time: 44146.3 ms [2022-03-13 17:01:39 main:574] : INFO : Epoch 1939 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 44057.8 ms [2022-03-13 17:02:24 main:574] : INFO : Epoch 1940 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 44249.8 ms [2022-03-13 17:03:08 main:574] : INFO : Epoch 1941 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 44158.2 ms [2022-03-13 17:03:52 main:574] : INFO : Epoch 1942 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 44076.4 ms [2022-03-13 17:04:37 main:574] : INFO : Epoch 1943 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 44394.8 ms [2022-03-13 17:05:22 main:574] : INFO : Epoch 1944 | loss: 0.0311874 | val_loss: 0.031189 | Time: 45856.6 ms [2022-03-13 17:10:04 main:574] : INFO : Epoch 1945 | loss: 0.0311888 | val_loss: 0.0311878 | Time: 260208 ms [2022-03-13 17:16:02 main:574] : INFO : Epoch 1946 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 357361 ms [2022-03-13 17:21:40 main:574] : INFO : Epoch 1947 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 338372 ms [2022-03-13 17:27:28 main:574] : INFO : Epoch 1948 | loss: 0.0311901 | val_loss: 0.031189 | Time: 347872 ms [2022-03-13 17:33:06 main:574] : INFO : Epoch 1949 | loss: 0.0311876 | val_loss: 0.0311893 | Time: 338365 ms [2022-03-13 17:38:50 main:574] : INFO : Epoch 1950 | loss: 0.0311891 | val_loss: 0.0311891 | Time: 343113 ms [2022-03-13 17:44:37 main:574] : INFO : Epoch 1951 | loss: 0.0311982 | val_loss: 0.0312073 | Time: 347864 ms [2022-03-13 17:50:21 main:574] : INFO : Epoch 1952 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 343114 ms [2022-03-13 17:56:05 main:574] : INFO : Epoch 1953 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 343123 ms [2022-03-13 18:02:03 main:574] : INFO : Epoch 1954 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 357223 ms [2022-03-13 18:07:46 main:574] : INFO : Epoch 1955 | loss: 0.031187 | val_loss: 0.0311885 | Time: 343104 ms [2022-03-13 18:13:20 main:574] : INFO : Epoch 1956 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 333643 ms [2022-03-13 18:19:03 main:574] : INFO : Epoch 1957 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 343111 ms [2022-03-13 18:23:32 main:574] : INFO : Epoch 1958 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 269389 ms [2022-03-13 18:24:16 main:574] : INFO : Epoch 1959 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 43524.7 ms [2022-03-13 18:25:00 main:574] : INFO : Epoch 1960 | loss: 0.0311865 | val_loss: 0.031189 | Time: 44406.3 ms [2022-03-13 18:25:49 main:574] : INFO : Epoch 1961 | loss: 0.0311863 | val_loss: 0.0311931 | Time: 47956.9 ms [2022-03-13 18:26:38 main:574] : INFO : Epoch 1962 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 48863.7 ms [2022-03-13 18:27:26 main:574] : INFO : Epoch 1963 | loss: 0.0311908 | val_loss: 0.0311882 | Time: 48041.7 ms [2022-03-13 18:28:10 main:574] : INFO : Epoch 1964 | loss: 0.0311891 | val_loss: 0.0311935 | Time: 44403.3 ms [2022-03-13 18:28:58 main:574] : INFO : Epoch 1965 | loss: 0.0311868 | val_loss: 0.0311887 | Time: 47999.9 ms [2022-03-13 18:29:43 main:574] : INFO : Epoch 1966 | loss: 0.0311888 | val_loss: 0.0311882 | Time: 44248.7 ms [2022-03-13 18:30:27 main:574] : INFO : Epoch 1967 | loss: 0.0311897 | val_loss: 0.0311889 | Time: 44365.6 ms [2022-03-13 18:31:16 main:574] : INFO : Epoch 1968 | loss: 0.0311878 | val_loss: 0.0311927 | Time: 48759.5 ms [2022-03-13 18:32:01 main:574] : INFO : Epoch 1969 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 44329.3 ms [2022-03-13 18:32:45 main:574] : INFO : Epoch 1970 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 44215.1 ms [2022-03-13 18:33:30 main:574] : INFO : Epoch 1971 | loss: 0.0311903 | val_loss: 0.0311897 | Time: 44194.9 ms [2022-03-13 18:34:17 main:574] : INFO : Epoch 1972 | loss: 0.0311902 | val_loss: 0.0311874 | Time: 47740.4 ms [2022-03-13 18:35:02 main:574] : INFO : Epoch 1973 | loss: 0.0311899 | val_loss: 0.0311909 | Time: 44102.1 ms [2022-03-13 18:35:51 main:574] : INFO : Epoch 1974 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 48466.4 ms [2022-03-13 18:36:35 main:574] : INFO : Epoch 1975 | loss: 0.031186 | val_loss: 0.0311939 | Time: 44693.1 ms [2022-03-13 18:37:20 main:574] : INFO : Epoch 1976 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 44256.1 ms [2022-03-13 18:38:04 main:574] : INFO : Epoch 1977 | loss: 0.0311856 | val_loss: 0.0311878 | Time: 44258.5 ms [2022-03-13 18:38:48 main:574] : INFO : Epoch 1978 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 44087.8 ms [2022-03-13 18:39:36 main:574] : INFO : Epoch 1979 | loss: 0.031186 | val_loss: 0.0311888 | Time: 47277.6 ms [2022-03-13 18:40:20 main:574] : INFO : Epoch 1980 | loss: 0.031188 | val_loss: 0.03119 | Time: 44267.8 ms [2022-03-13 18:41:08 main:574] : INFO : Epoch 1981 | loss: 0.0311885 | val_loss: 0.0311876 | Time: 47276.9 ms [2022-03-13 18:41:52 main:574] : INFO : Epoch 1982 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 44276.1 ms [2022-03-13 18:42:37 main:574] : INFO : Epoch 1983 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 44239 ms [2022-03-13 18:43:25 main:574] : INFO : Epoch 1984 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 47982.6 ms [2022-03-13 18:44:09 main:574] : INFO : Epoch 1985 | loss: 0.0311875 | val_loss: 0.031187 | Time: 44219.8 ms [2022-03-13 18:44:58 main:574] : INFO : Epoch 1986 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 48093.8 ms [2022-03-13 18:45:42 main:574] : INFO : Epoch 1987 | loss: 0.0311864 | val_loss: 0.0311873 | Time: 44211.3 ms [2022-03-13 18:46:26 main:574] : INFO : Epoch 1988 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 44387.8 ms [2022-03-13 18:47:15 main:574] : INFO : Epoch 1989 | loss: 0.0311859 | val_loss: 0.031187 | Time: 48478.6 ms [2022-03-13 18:48:00 main:574] : INFO : Epoch 1990 | loss: 0.031186 | val_loss: 0.0311897 | Time: 44361.1 ms [2022-03-13 18:48:44 main:574] : INFO : Epoch 1991 | loss: 0.0311885 | val_loss: 0.0311877 | Time: 44270.3 ms [2022-03-13 18:49:29 main:574] : INFO : Epoch 1992 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 44379.3 ms [2022-03-13 18:50:16 main:574] : INFO : Epoch 1993 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 47753.6 ms [2022-03-13 18:51:01 main:574] : INFO : Epoch 1994 | loss: 0.0311864 | val_loss: 0.031187 | Time: 44203.4 ms [2022-03-13 18:51:48 main:574] : INFO : Epoch 1995 | loss: 0.0311863 | val_loss: 0.0311873 | Time: 47437.1 ms [2022-03-13 18:52:33 main:574] : INFO : Epoch 1996 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 44530.4 ms [2022-03-13 18:53:18 main:574] : INFO : Epoch 1997 | loss: 0.0311858 | val_loss: 0.0311883 | Time: 44342.2 ms [2022-03-13 18:54:03 main:574] : INFO : Epoch 1998 | loss: 0.031192 | val_loss: 0.0311888 | Time: 44372 ms [2022-03-13 18:54:47 main:574] : INFO : Epoch 1999 | loss: 0.0311886 | val_loss: 0.0311866 | Time: 44251.2 ms [2022-03-13 18:55:34 main:574] : INFO : Epoch 2000 | loss: 0.0311847 | val_loss: 0.031187 | Time: 46723.6 ms [2022-03-13 18:56:19 main:574] : INFO : Epoch 2001 | loss: 0.0311851 | val_loss: 0.031187 | Time: 44570.3 ms [2022-03-13 18:57:06 main:574] : INFO : Epoch 2002 | loss: 0.0311885 | val_loss: 0.0311874 | Time: 46872.5 ms [2022-03-13 18:57:50 main:574] : INFO : Epoch 2003 | loss: 0.0311861 | val_loss: 0.0311881 | Time: 44097.6 ms [2022-03-13 18:58:34 main:574] : INFO : Epoch 2004 | loss: 0.0311886 | val_loss: 0.0311876 | Time: 44205.2 ms [2022-03-13 18:59:22 main:574] : INFO : Epoch 2005 | loss: 0.0311857 | val_loss: 0.0311873 | Time: 48146.7 ms [2022-03-13 19:00:07 main:574] : INFO : Epoch 2006 | loss: 0.0311873 | val_loss: 0.0311967 | Time: 44218.2 ms [2022-03-13 19:00:55 main:574] : INFO : Epoch 2007 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 48160.9 ms [2022-03-13 19:01:40 main:574] : INFO : Epoch 2008 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 44250 ms [2022-03-13 19:02:24 main:574] : INFO : Epoch 2009 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 44240.3 ms [2022-03-13 19:03:16 main:574] : INFO : Epoch 2010 | loss: 0.031186 | val_loss: 0.0311869 | Time: 51275.5 ms [2022-03-13 19:04:00 main:574] : INFO : Epoch 2011 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 44270 ms [2022-03-13 19:04:48 main:574] : INFO : Epoch 2012 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 48182.4 ms [2022-03-13 19:05:35 main:574] : INFO : Epoch 2013 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 46707.4 ms [2022-03-13 19:06:25 main:574] : INFO : Epoch 2014 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 49265.8 ms [2022-03-13 19:07:12 main:574] : INFO : Epoch 2015 | loss: 0.0311898 | val_loss: 0.0311905 | Time: 47679.1 ms [2022-03-13 19:07:57 main:574] : INFO : Epoch 2016 | loss: 0.0311958 | val_loss: 0.0311931 | Time: 44924.4 ms [2022-03-13 19:08:42 main:574] : INFO : Epoch 2017 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 44188.2 ms [2022-03-13 19:09:26 main:574] : INFO : Epoch 2018 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 44484.3 ms [2022-03-13 19:10:15 main:574] : INFO : Epoch 2019 | loss: 0.0311887 | val_loss: 0.0311979 | Time: 47940.4 ms [2022-03-13 19:10:59 main:574] : INFO : Epoch 2020 | loss: 0.0311916 | val_loss: 0.0311862 | Time: 44205.6 ms [2022-03-13 19:11:47 main:574] : INFO : Epoch 2021 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 48389.5 ms [2022-03-13 19:12:32 main:574] : INFO : Epoch 2022 | loss: 0.0311869 | val_loss: 0.031186 | Time: 44315.4 ms [2022-03-13 19:13:16 main:574] : INFO : Epoch 2023 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 44280.4 ms [2022-03-13 19:14:04 main:574] : INFO : Epoch 2024 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 48060.1 ms [2022-03-13 19:14:49 main:574] : INFO : Epoch 2025 | loss: 0.0311876 | val_loss: 0.0311908 | Time: 44324.5 ms [2022-03-13 19:15:37 main:574] : INFO : Epoch 2026 | loss: 0.0311869 | val_loss: 0.0311855 | Time: 47872.4 ms [2022-03-13 19:16:21 main:574] : INFO : Epoch 2027 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 44364.9 ms [2022-03-13 19:17:06 main:574] : INFO : Epoch 2028 | loss: 0.0311874 | val_loss: 0.0311886 | Time: 44162.7 ms [2022-03-13 19:17:54 main:574] : INFO : Epoch 2029 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 48117.8 ms [2022-03-13 19:18:38 main:574] : INFO : Epoch 2030 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 44294.2 ms [2022-03-13 19:19:23 main:574] : INFO : Epoch 2031 | loss: 0.0311881 | val_loss: 0.0311875 | Time: 44215.7 ms [2022-03-13 19:20:10 main:574] : INFO : Epoch 2032 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 47006.1 ms [2022-03-13 19:20:55 main:574] : INFO : Epoch 2033 | loss: 0.0311849 | val_loss: 0.0311861 | Time: 44338.6 ms [2022-03-13 19:21:39 main:574] : INFO : Epoch 2034 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 44277.1 ms [2022-03-13 19:22:28 main:574] : INFO : Epoch 2035 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 48563.6 ms [2022-03-13 19:23:12 main:574] : INFO : Epoch 2036 | loss: 0.0311878 | val_loss: 0.0311858 | Time: 44225.6 ms [2022-03-13 19:23:56 main:574] : INFO : Epoch 2037 | loss: 0.0311948 | val_loss: 0.0311849 | Time: 44368.4 ms [2022-03-13 19:24:48 main:574] : INFO : Epoch 2038 | loss: 0.0311857 | val_loss: 0.0311866 | Time: 51502.2 ms [2022-03-13 19:25:32 main:574] : INFO : Epoch 2039 | loss: 0.0311871 | val_loss: 0.0311867 | Time: 44330.1 ms [2022-03-13 19:26:21 main:574] : INFO : Epoch 2040 | loss: 0.0311857 | val_loss: 0.0312024 | Time: 48119.7 ms [2022-03-13 19:27:09 main:574] : INFO : Epoch 2041 | loss: 0.0311897 | val_loss: 0.0311873 | Time: 48436.1 ms [2022-03-13 19:27:54 main:574] : INFO : Epoch 2042 | loss: 0.0311853 | val_loss: 0.031187 | Time: 44299.5 ms [2022-03-13 19:28:41 main:574] : INFO : Epoch 2043 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 46955.4 ms [2022-03-13 19:29:26 main:574] : INFO : Epoch 2044 | loss: 0.031187 | val_loss: 0.0311852 | Time: 44250.1 ms [2022-03-13 19:30:14 main:574] : INFO : Epoch 2045 | loss: 0.031188 | val_loss: 0.031187 | Time: 47817.9 ms [2022-03-13 19:30:58 main:574] : INFO : Epoch 2046 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 44371.2 ms [2022-03-13 19:31:42 main:574] : INFO : Epoch 2047 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 44256.8 ms [2022-03-13 19:32:31 main:574] : INFO : Epoch 2048 | loss: 0.0311854 | val_loss: 0.0311846 | Time: 47974.3 ms [2022-03-13 19:32:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846 [2022-03-13 19:32:31 main:603] : INFO : Saving end state to config to file [2022-03-13 19:32:31 main:608] : INFO : Success, exiting.. 19:32:31 (3424): 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)