Task 13065899
| Name | ParityModified-1647042577-7611-1-0_0 |
| Workunit | 10192377 |
| Created | 13 Mar 2022, 19:05:01 UTC |
| Sent | 22 Mar 2022, 0:27:23 UTC |
| Report deadline | 30 Mar 2022, 0:27:23 UTC |
| Received | 29 Mar 2022, 9:56:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 22 min 15 sec |
| CPU time | 1 hours 45 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0310978 | val_loss: 0.0311851 | Time: 4690.3 ms [2022-03-29 04:18:48 main:574] : INFO : Epoch 1543 | loss: 0.0311083 | val_loss: 0.03119 | Time: 4123.73 ms [2022-03-29 04:18:52 main:574] : INFO : Epoch 1544 | loss: 0.0311029 | val_loss: 0.0312007 | Time: 4313.13 ms [2022-03-29 04:18:56 main:574] : INFO : Epoch 1545 | loss: 0.0310967 | val_loss: 0.0311933 | Time: 4282.05 ms [2022-03-29 04:19:00 main:574] : INFO : Epoch 1546 | loss: 0.0310917 | val_loss: 0.0312146 | Time: 4033.44 ms [2022-03-29 04:19:05 main:574] : INFO : Epoch 1547 | loss: 0.0310952 | val_loss: 0.0311944 | Time: 4189.67 ms [2022-03-29 04:19:19 main:574] : INFO : Epoch 1548 | loss: 0.0310944 | val_loss: 0.0312092 | Time: 14240.6 ms [2022-03-29 04:19:23 main:574] : INFO : Epoch 1549 | loss: 0.0310928 | val_loss: 0.0311986 | Time: 4165.29 ms [2022-03-29 04:19:27 main:574] : INFO : Epoch 1550 | loss: 0.0310909 | val_loss: 0.0312082 | Time: 4116.84 ms [2022-03-29 04:19:31 main:574] : INFO : Epoch 1551 | loss: 0.031091 | val_loss: 0.0311963 | Time: 4101.25 ms [2022-03-29 04:19:36 main:574] : INFO : Epoch 1552 | loss: 0.0310906 | val_loss: 0.0311983 | Time: 4268.09 ms [2022-03-29 04:19:40 main:574] : INFO : Epoch 1553 | loss: 0.0310903 | val_loss: 0.0311968 | Time: 4160.11 ms [2022-03-29 04:19:44 main:574] : INFO : Epoch 1554 | loss: 0.0310938 | val_loss: 0.0311912 | Time: 4191.32 ms [2022-03-29 04:19:48 main:574] : INFO : Epoch 1555 | loss: 0.0310911 | val_loss: 0.0312028 | Time: 4236.47 ms [2022-03-29 04:19:53 main:574] : INFO : Epoch 1556 | loss: 0.0310957 | val_loss: 0.031195 | Time: 4664.46 ms [2022-03-29 04:19:57 main:574] : INFO : Epoch 1557 | loss: 0.031094 | val_loss: 0.0312033 | Time: 4148.04 ms [2022-03-29 04:20:01 main:574] : INFO : Epoch 1558 | loss: 0.0310932 | val_loss: 0.0312026 | Time: 4116.67 ms [2022-03-29 04:20:05 main:574] : INFO : Epoch 1559 | loss: 0.0310966 | val_loss: 0.031196 | Time: 4141.57 ms [2022-03-29 04:20:09 main:574] : INFO : Epoch 1560 | loss: 0.0310966 | val_loss: 0.0312096 | Time: 4170.36 ms [2022-03-29 04:20:14 main:574] : INFO : Epoch 1561 | loss: 0.0310946 | val_loss: 0.0312006 | Time: 4280.22 ms [2022-03-29 04:20:18 main:574] : INFO : Epoch 1562 | loss: 0.0310971 | val_loss: 0.0311967 | Time: 4690.47 ms [2022-03-29 04:20:23 main:574] : INFO : Epoch 1563 | loss: 0.0311026 | val_loss: 0.0312065 | Time: 4140.76 ms [2022-03-29 04:20:27 main:574] : INFO : Epoch 1564 | loss: 0.0310985 | val_loss: 0.0311966 | Time: 4203.79 ms [2022-03-29 04:20:31 main:574] : INFO : Epoch 1565 | loss: 0.0310916 | val_loss: 0.0311987 | Time: 4161.12 ms [2022-03-29 04:20:35 main:574] : INFO : Epoch 1566 | loss: 0.0310942 | val_loss: 0.0312089 | Time: 4140.73 ms [2022-03-29 04:20:39 main:574] : INFO : Epoch 1567 | loss: 0.0311022 | val_loss: 0.0312047 | Time: 4161.52 ms [2022-03-29 04:20:44 main:574] : INFO : Epoch 1568 | loss: 0.0311066 | val_loss: 0.0312091 | Time: 4574.18 ms [2022-03-29 04:20:48 main:574] : INFO : Epoch 1569 | loss: 0.0311012 | val_loss: 0.0312152 | Time: 4147.61 ms [2022-03-29 04:20:52 main:574] : INFO : Epoch 1570 | loss: 0.0310924 | val_loss: 0.0311925 | Time: 4140.78 ms [2022-03-29 04:20:56 main:574] : INFO : Epoch 1571 | loss: 0.0310942 | val_loss: 0.0311906 | Time: 4198.69 ms [2022-03-29 04:21:00 main:574] : INFO : Epoch 1572 | loss: 0.0310926 | val_loss: 0.0312082 | Time: 4180.17 ms [2022-03-29 04:21:05 main:574] : INFO : Epoch 1573 | loss: 0.0310917 | val_loss: 0.0312119 | Time: 4326.06 ms [2022-03-29 04:21:09 main:574] : INFO : Epoch 1574 | loss: 0.031101 | val_loss: 0.0311986 | Time: 4492.91 ms [2022-03-29 04:21:13 main:574] : INFO : Epoch 1575 | loss: 0.031106 | val_loss: 0.0312001 | Time: 4009.32 ms [2022-03-29 04:21:17 main:574] : INFO : Epoch 1576 | loss: 0.0311006 | val_loss: 0.0311959 | Time: 3766.21 ms [2022-03-29 04:21:21 main:574] : INFO : Epoch 1577 | loss: 0.0311044 | val_loss: 0.0311917 | Time: 3721.71 ms [2022-03-29 04:21:25 main:574] : INFO : Epoch 1578 | loss: 0.031107 | val_loss: 0.0311976 | Time: 4068.22 ms [2022-03-29 04:21:29 main:574] : INFO : Epoch 1579 | loss: 0.0311088 | val_loss: 0.0311963 | Time: 4268.14 ms [2022-03-29 04:21:34 main:574] : INFO : Epoch 1580 | loss: 0.0311068 | val_loss: 0.0311872 | Time: 4730.73 ms [2022-03-29 04:21:38 main:574] : INFO : Epoch 1581 | loss: 0.0310966 | val_loss: 0.031194 | Time: 3936.44 ms [2022-03-29 04:21:42 main:574] : INFO : Epoch 1582 | loss: 0.0310956 | val_loss: 0.0312036 | Time: 3741.77 ms [2022-03-29 04:21:45 main:574] : INFO : Epoch 1583 | loss: 0.0310921 | val_loss: 0.0311963 | Time: 3810.81 ms [2022-03-29 04:21:49 main:574] : INFO : Epoch 1584 | loss: 0.0310947 | val_loss: 0.0312049 | Time: 4025.31 ms [2022-03-29 04:21:54 main:574] : INFO : Epoch 1585 | loss: 0.0310886 | val_loss: 0.0312213 | Time: 4325.94 ms [2022-03-29 04:22:09 main:574] : INFO : Epoch 1586 | loss: 0.0310896 | val_loss: 0.0312071 | Time: 14796.8 ms [2022-03-29 04:22:12 main:574] : INFO : Epoch 1587 | loss: 0.0310888 | val_loss: 0.0312135 | Time: 3733.32 ms [2022-03-29 04:22:16 main:574] : INFO : Epoch 1588 | loss: 0.0310882 | val_loss: 0.0312277 | Time: 3748.33 ms [2022-03-29 04:22:20 main:574] : INFO : Epoch 1589 | loss: 0.0310913 | val_loss: 0.0312056 | Time: 3875.96 ms [2022-03-29 04:22:24 main:574] : INFO : Epoch 1590 | loss: 0.0310957 | val_loss: 0.0312069 | Time: 4162.83 ms [2022-03-29 04:22:28 main:574] : INFO : Epoch 1591 | loss: 0.0310973 | val_loss: 0.0312022 | Time: 4359.86 ms [2022-03-29 04:22:33 main:574] : INFO : Epoch 1592 | loss: 0.031107 | val_loss: 0.0311972 | Time: 4563.13 ms [2022-03-29 04:22:37 main:574] : INFO : Epoch 1593 | loss: 0.0310998 | val_loss: 0.0312132 | Time: 4240.83 ms [2022-03-29 04:22:42 main:574] : INFO : Epoch 1594 | loss: 0.0310971 | val_loss: 0.0311988 | Time: 4565.97 ms [2022-03-29 04:22:46 main:574] : INFO : Epoch 1595 | loss: 0.0310921 | val_loss: 0.0312202 | Time: 4419.78 ms [2022-03-29 04:22:50 main:574] : INFO : Epoch 1596 | loss: 0.0310984 | val_loss: 0.0312072 | Time: 4076.11 ms [2022-03-29 04:22:55 main:574] : INFO : Epoch 1597 | loss: 0.0310962 | val_loss: 0.0311964 | Time: 4930.22 ms [2022-03-29 04:23:00 main:574] : INFO : Epoch 1598 | loss: 0.0310927 | val_loss: 0.0311943 | Time: 4565.75 ms [2022-03-29 04:23:04 main:574] : INFO : Epoch 1599 | loss: 0.0310907 | val_loss: 0.0311963 | Time: 4474.03 ms [2022-03-29 04:23:09 main:574] : INFO : Epoch 1600 | loss: 0.0310917 | val_loss: 0.0311981 | Time: 4804.56 ms [2022-03-29 04:23:13 main:574] : INFO : Epoch 1601 | loss: 0.0310867 | val_loss: 0.0312011 | Time: 4116.71 ms [2022-03-29 04:23:17 main:574] : INFO : Epoch 1602 | loss: 0.03109 | val_loss: 0.0312029 | Time: 3788.83 ms [2022-03-29 04:23:21 main:574] : INFO : Epoch 1603 | loss: 0.0310956 | val_loss: 0.0311994 | Time: 3842.21 ms [2022-03-29 04:23:25 main:574] : INFO : Epoch 1604 | loss: 0.0310925 | val_loss: 0.031198 | Time: 3955.64 ms [2022-03-29 04:23:29 main:574] : INFO : Epoch 1605 | loss: 0.0310905 | val_loss: 0.0312112 | Time: 4236.39 ms [2022-03-29 04:23:34 main:574] : INFO : Epoch 1606 | loss: 0.0310941 | val_loss: 0.0312027 | Time: 4775.44 ms [2022-03-29 04:23:38 main:574] : INFO : Epoch 1607 | loss: 0.0310918 | val_loss: 0.0312096 | Time: 4085.75 ms [2022-03-29 04:23:42 main:574] : INFO : Epoch 1608 | loss: 0.0310899 | val_loss: 0.0312164 | Time: 3807.48 ms [2022-03-29 04:23:46 main:574] : INFO : Epoch 1609 | loss: 0.0310896 | val_loss: 0.0312001 | Time: 3835.84 ms [2022-03-29 04:23:50 main:574] : INFO : Epoch 1610 | loss: 0.0310927 | val_loss: 0.0312078 | Time: 3928.44 ms [2022-03-29 04:23:54 main:574] : INFO : Epoch 1611 | loss: 0.0310959 | val_loss: 0.0312168 | Time: 4300.45 ms [2022-03-29 04:23:58 main:574] : INFO : Epoch 1612 | loss: 0.0310951 | val_loss: 0.0311968 | Time: 4617.39 ms [2022-03-29 04:24:03 main:574] : INFO : Epoch 1613 | loss: 0.0310926 | val_loss: 0.0312072 | Time: 4236.27 ms [2022-03-29 04:24:06 main:574] : INFO : Epoch 1614 | loss: 0.0311054 | val_loss: 0.0311929 | Time: 3706.05 ms [2022-03-29 04:24:20 main:574] : INFO : Epoch 1615 | loss: 0.0311134 | val_loss: 0.0311811 | Time: 13936.8 ms [2022-03-29 04:24:25 main:574] : INFO : Epoch 1616 | loss: 0.0311076 | val_loss: 0.0311921 | Time: 4224.05 ms [2022-03-29 04:24:29 main:574] : INFO : Epoch 1617 | loss: 0.0311008 | val_loss: 0.0311975 | Time: 4573.06 ms [2022-03-29 04:24:33 main:574] : INFO : Epoch 1618 | loss: 0.031101 | val_loss: 0.0311879 | Time: 4084.49 ms [2022-03-29 04:24:37 main:574] : INFO : Epoch 1619 | loss: 0.0310978 | val_loss: 0.0311951 | Time: 3703.52 ms [2022-03-29 04:24:41 main:574] : INFO : Epoch 1620 | loss: 0.0311033 | val_loss: 0.0311937 | Time: 3725.46 ms [2022-03-29 04:24:45 main:574] : INFO : Epoch 1621 | loss: 0.0311101 | val_loss: 0.0311979 | Time: 3972.41 ms [2022-03-29 04:24:49 main:574] : INFO : Epoch 1622 | loss: 0.0311012 | val_loss: 0.0311992 | Time: 4202.54 ms [2022-03-29 04:24:53 main:574] : INFO : Epoch 1623 | loss: 0.0310963 | val_loss: 0.0311953 | Time: 4501.11 ms [2022-03-29 04:24:58 main:574] : INFO : Epoch 1624 | loss: 0.0310919 | val_loss: 0.0311997 | Time: 4264.05 ms [2022-03-29 04:25:02 main:574] : INFO : Epoch 1625 | loss: 0.0310901 | val_loss: 0.0312004 | Time: 4181.31 ms [2022-03-29 04:25:06 main:574] : INFO : Epoch 1626 | loss: 0.0310929 | val_loss: 0.0312045 | Time: 4250.57 ms [2022-03-29 04:25:10 main:574] : INFO : Epoch 1627 | loss: 0.031087 | val_loss: 0.0312021 | Time: 4225.07 ms [2022-03-29 04:25:15 main:574] : INFO : Epoch 1628 | loss: 0.031092 | val_loss: 0.0311869 | Time: 4211.43 ms [2022-03-29 04:25:19 main:574] : INFO : Epoch 1629 | loss: 0.0310908 | val_loss: 0.031187 | Time: 4593.34 ms [2022-03-29 04:25:23 main:574] : INFO : Epoch 1630 | loss: 0.0310971 | val_loss: 0.0311931 | Time: 4239.67 ms [2022-03-29 04:25:27 main:574] : INFO : Epoch 1631 | loss: 0.0310949 | val_loss: 0.0311932 | Time: 4101.53 ms [2022-03-29 04:25:32 main:574] : INFO : Epoch 1632 | loss: 0.0310954 | val_loss: 0.031202 | Time: 4166.36 ms [2022-03-29 04:25:36 main:574] : INFO : Epoch 1633 | loss: 0.0310902 | val_loss: 0.0312055 | Time: 4091.19 ms [2022-03-29 04:25:40 main:574] : INFO : Epoch 1634 | loss: 0.0310968 | val_loss: 0.0312022 | Time: 4210.7 ms [2022-03-29 04:25:45 main:574] : INFO : Epoch 1635 | loss: 0.031097 | val_loss: 0.0311991 | Time: 4818.72 ms [2022-03-29 04:25:49 main:574] : INFO : Epoch 1636 | loss: 0.0310909 | val_loss: 0.0311948 | Time: 4101.09 ms [2022-03-29 04:25:53 main:574] : INFO : Epoch 1637 | loss: 0.0310885 | val_loss: 0.031207 | Time: 4127.51 ms [2022-03-29 04:25:57 main:574] : INFO : Epoch 1638 | loss: 0.0311001 | val_loss: 0.0311873 | Time: 4222.13 ms [2022-03-29 04:26:01 main:574] : INFO : Epoch 1639 | loss: 0.0311233 | val_loss: 0.0311851 | Time: 4162.3 ms [2022-03-29 04:26:06 main:574] : INFO : Epoch 1640 | loss: 0.0311253 | val_loss: 0.0311897 | Time: 4220.44 ms [2022-03-29 04:26:10 main:574] : INFO : Epoch 1641 | loss: 0.0311244 | val_loss: 0.0311742 | Time: 4484.33 ms [2022-03-29 04:26:14 main:574] : INFO : Epoch 1642 | loss: 0.0311165 | val_loss: 0.0311817 | Time: 4034.43 ms [2022-03-29 04:26:18 main:574] : INFO : Epoch 1643 | loss: 0.0311096 | val_loss: 0.0311877 | Time: 4161.02 ms [2022-03-29 04:26:23 main:574] : INFO : Epoch 1644 | loss: 0.0311056 | val_loss: 0.0312009 | Time: 4177.03 ms [2022-03-29 04:26:27 main:574] : INFO : Epoch 1645 | loss: 0.0311046 | val_loss: 0.0311993 | Time: 4239.78 ms [2022-03-29 04:26:31 main:574] : INFO : Epoch 1646 | loss: 0.0311032 | val_loss: 0.0311895 | Time: 4508.1 ms [2022-03-29 04:26:36 main:574] : INFO : Epoch 1647 | loss: 0.0311009 | val_loss: 0.0311979 | Time: 4615.85 ms [2022-03-29 04:26:40 main:574] : INFO : Epoch 1648 | loss: 0.0310983 | val_loss: 0.0311899 | Time: 4114.3 ms [2022-03-29 04:26:44 main:574] : INFO : Epoch 1649 | loss: 0.0310971 | val_loss: 0.0311893 | Time: 4164.33 ms [2022-03-29 04:26:48 main:574] : INFO : Epoch 1650 | loss: 0.0310933 | val_loss: 0.0312096 | Time: 4212.55 ms [2022-03-29 04:26:53 main:574] : INFO : Epoch 1651 | loss: 0.0310977 | val_loss: 0.0311993 | Time: 4136.28 ms [2022-03-29 04:26:57 main:574] : INFO : Epoch 1652 | loss: 0.0310966 | val_loss: 0.0311973 | Time: 4587.94 ms [2022-03-29 04:27:02 main:574] : INFO : Epoch 1653 | loss: 0.031093 | val_loss: 0.0312001 | Time: 4418.67 ms [2022-03-29 04:27:06 main:574] : INFO : Epoch 1654 | loss: 0.0310928 | val_loss: 0.031195 | Time: 4069.29 ms [2022-03-29 04:27:10 main:574] : INFO : Epoch 1655 | loss: 0.0310937 | val_loss: 0.0312011 | Time: 4067.9 ms [2022-03-29 04:27:14 main:574] : INFO : Epoch 1656 | loss: 0.0310978 | val_loss: 0.0311966 | Time: 4032.58 ms [2022-03-29 04:27:18 main:574] : INFO : Epoch 1657 | loss: 0.031111 | val_loss: 0.0311884 | Time: 4046.99 ms [2022-03-29 04:27:22 main:574] : INFO : Epoch 1658 | loss: 0.0311213 | val_loss: 0.0311837 | Time: 4334.8 ms [2022-03-29 04:27:27 main:574] : INFO : Epoch 1659 | loss: 0.0311139 | val_loss: 0.0311918 | Time: 4482.07 ms [2022-03-29 04:27:31 main:574] : INFO : Epoch 1660 | loss: 0.0311016 | val_loss: 0.0312024 | Time: 4076.98 ms [2022-03-29 04:27:35 main:574] : INFO : Epoch 1661 | loss: 0.0310972 | val_loss: 0.0311951 | Time: 4144.45 ms [2022-03-29 04:27:39 main:574] : INFO : Epoch 1662 | loss: 0.0310962 | val_loss: 0.0312013 | Time: 4287.35 ms [2022-03-29 04:27:43 main:574] : INFO : Epoch 1663 | loss: 0.0310954 | val_loss: 0.0312004 | Time: 4111.88 ms [2022-03-29 04:27:48 main:574] : INFO : Epoch 1664 | loss: 0.0310951 | val_loss: 0.0312075 | Time: 4654.64 ms [2022-03-29 04:28:02 main:574] : INFO : Epoch 1665 | loss: 0.0310964 | val_loss: 0.0311942 | Time: 14562 ms [2022-03-29 04:28:06 main:574] : INFO : Epoch 1666 | loss: 0.0310924 | val_loss: 0.0311935 | Time: 3715.33 ms [2022-03-29 04:28:10 main:574] : INFO : Epoch 1667 | loss: 0.0310905 | val_loss: 0.0312119 | Time: 3807.22 ms [2022-03-29 04:28:14 main:574] : INFO : Epoch 1668 | loss: 0.0310938 | val_loss: 0.0312121 | Time: 3768.17 ms [2022-03-29 04:28:18 main:574] : INFO : Epoch 1669 | loss: 0.0310922 | val_loss: 0.0312138 | Time: 4190.7 ms [2022-03-29 04:28:22 main:574] : INFO : Epoch 1670 | loss: 0.031132 | val_loss: 0.0311808 | Time: 4345.49 ms [2022-03-29 04:28:27 main:574] : INFO : Epoch 1671 | loss: 0.0311332 | val_loss: 0.0311695 | Time: 4510.7 ms [2022-03-29 04:28:31 main:574] : INFO : Epoch 1672 | loss: 0.0311271 | val_loss: 0.0311742 | Time: 3814.84 ms [2022-03-29 04:28:34 main:574] : INFO : Epoch 1673 | loss: 0.0311188 | val_loss: 0.0311853 | Time: 3683.97 ms [2022-03-29 04:28:38 main:574] : INFO : Epoch 1674 | loss: 0.0311119 | val_loss: 0.0311827 | Time: 3772.45 ms [2022-03-29 04:28:42 main:574] : INFO : Epoch 1675 | loss: 0.0311052 | val_loss: 0.0311914 | Time: 4005.86 ms [2022-03-29 04:28:46 main:574] : INFO : Epoch 1676 | loss: 0.0311144 | val_loss: 0.0311871 | Time: 4058.8 ms [2022-03-29 04:28:51 main:574] : INFO : Epoch 1677 | loss: 0.0311109 | val_loss: 0.0311921 | Time: 4740.22 ms [2022-03-29 04:28:55 main:574] : INFO : Epoch 1678 | loss: 0.031112 | val_loss: 0.0312034 | Time: 4040.28 ms [2022-03-29 04:28:59 main:574] : INFO : Epoch 1679 | loss: 0.0311038 | val_loss: 0.0311995 | Time: 4356.65 ms [2022-03-29 04:29:04 main:574] : INFO : Epoch 1680 | loss: 0.0310993 | val_loss: 0.0311971 | Time: 4716.79 ms [2022-03-29 04:29:08 main:574] : INFO : Epoch 1681 | loss: 0.0311098 | val_loss: 0.0312482 | Time: 3991.14 ms [2022-03-29 04:29:12 main:574] : INFO : Epoch 1682 | loss: 0.0314186 | val_loss: 0.0326201 | Time: 3910.44 ms [2022-03-29 04:29:17 main:574] : INFO : Epoch 1683 | loss: 0.0408146 | val_loss: 0.0519664 | Time: 4750.64 ms [2022-03-29 04:29:21 main:574] : INFO : Epoch 1684 | loss: 0.0352459 | val_loss: 0.0327296 | Time: 4000.17 ms [2022-03-29 04:29:25 main:574] : INFO : Epoch 1685 | loss: 0.0317968 | val_loss: 0.0314564 | Time: 4666.51 ms [2022-03-29 04:29:30 main:574] : INFO : Epoch 1686 | loss: 0.0313328 | val_loss: 0.0312809 | Time: 4587.97 ms [2022-03-29 04:29:34 main:574] : INFO : Epoch 1687 | loss: 0.031264 | val_loss: 0.0312514 | Time: 3955.47 ms [2022-03-29 04:29:38 main:574] : INFO : Epoch 1688 | loss: 0.0312449 | val_loss: 0.0312392 | Time: 4247.05 ms [2022-03-29 04:29:43 main:574] : INFO : Epoch 1689 | loss: 0.0312375 | val_loss: 0.031233 | Time: 4534.96 ms [2022-03-29 04:29:47 main:574] : INFO : Epoch 1690 | loss: 0.0312328 | val_loss: 0.0312286 | Time: 4319.4 ms [2022-03-29 04:29:52 main:574] : INFO : Epoch 1691 | loss: 0.0312284 | val_loss: 0.0312238 | Time: 4483.12 ms [2022-03-29 04:30:05 main:574] : INFO : Epoch 1692 | loss: 0.0312237 | val_loss: 0.0312181 | Time: 13899.9 ms [2022-03-29 04:30:09 main:574] : INFO : Epoch 1693 | loss: 0.0312188 | val_loss: 0.0312127 | Time: 3805.24 ms [2022-03-29 04:30:13 main:574] : INFO : Epoch 1694 | loss: 0.0312132 | val_loss: 0.0312066 | Time: 3819.29 ms [2022-03-29 04:30:17 main:574] : INFO : Epoch 1695 | loss: 0.0312067 | val_loss: 0.0311991 | Time: 4035.43 ms [2022-03-29 04:30:21 main:574] : INFO : Epoch 1696 | loss: 0.0311989 | val_loss: 0.0311911 | Time: 4182.19 ms [2022-03-29 04:30:25 main:574] : INFO : Epoch 1697 | loss: 0.03119 | val_loss: 0.0311846 | Time: 4162.36 ms [2022-03-29 04:30:30 main:574] : INFO : Epoch 1698 | loss: 0.0311842 | val_loss: 0.0311774 | Time: 4085.17 ms [2022-03-29 04:30:34 main:574] : INFO : Epoch 1699 | loss: 0.0311783 | val_loss: 0.0311748 | Time: 4336.48 ms [2022-03-29 04:30:39 main:574] : INFO : Epoch 1700 | loss: 0.0311758 | val_loss: 0.0311759 | Time: 4832.7 ms [2022-03-29 04:30:43 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.031172 | Time: 4034.1 ms [2022-03-29 04:30:47 main:574] : INFO : Epoch 1702 | loss: 0.0311704 | val_loss: 0.0311694 | Time: 4179.95 ms [2022-03-29 04:30:51 main:574] : INFO : Epoch 1703 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 4172.93 ms [2022-03-29 04:30:55 main:574] : INFO : Epoch 1704 | loss: 0.0311663 | val_loss: 0.0311684 | Time: 4078.96 ms [2022-03-29 04:31:00 main:574] : INFO : Epoch 1705 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 4362.2 ms [2022-03-29 04:31:04 main:574] : INFO : Epoch 1706 | loss: 0.0311621 | val_loss: 0.0311687 | Time: 4612.61 ms [2022-03-29 04:31:08 main:574] : INFO : Epoch 1707 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 3955.9 ms [2022-03-29 04:31:12 main:574] : INFO : Epoch 1708 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 3740.82 ms [2022-03-29 04:31:26 main:574] : INFO : Epoch 1709 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 14126.9 ms [2022-03-29 04:31:31 main:574] : INFO : Epoch 1710 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 4670.56 ms [2022-03-29 04:31:35 main:574] : INFO : Epoch 1711 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 4511.46 ms [2022-03-29 04:31:39 main:574] : INFO : Epoch 1712 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 4221.64 ms [2022-03-29 04:31:44 main:574] : INFO : Epoch 1713 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 4164.44 ms [2022-03-29 04:31:48 main:574] : INFO : Epoch 1714 | loss: 0.0311485 | val_loss: 0.031167 | Time: 4126.44 ms [2022-03-29 04:31:52 main:574] : INFO : Epoch 1715 | loss: 0.0311472 | val_loss: 0.0311664 | Time: 3979.15 ms [2022-03-29 04:31:55 main:574] : INFO : Epoch 1716 | loss: 0.0311462 | val_loss: 0.0311713 | Time: 3698.02 ms [2022-03-29 04:31:59 main:574] : INFO : Epoch 1717 | loss: 0.0311452 | val_loss: 0.031167 | Time: 3767.74 ms [2022-03-29 04:32:03 main:574] : INFO : Epoch 1718 | loss: 0.031143 | val_loss: 0.0311678 | Time: 4030.87 ms [2022-03-29 04:32:08 main:574] : INFO : Epoch 1719 | loss: 0.0311404 | val_loss: 0.03117 | Time: 4378.06 ms [2022-03-29 04:32:12 main:574] : INFO : Epoch 1720 | loss: 0.0311395 | val_loss: 0.0311678 | Time: 4788.78 ms [2022-03-29 04:32:17 main:574] : INFO : Epoch 1721 | loss: 0.0311416 | val_loss: 0.0311702 | Time: 4137.1 ms [2022-03-29 04:32:21 main:574] : INFO : Epoch 1722 | loss: 0.0311405 | val_loss: 0.0311707 | Time: 4451.85 ms [2022-03-29 04:32:26 main:574] : INFO : Epoch 1723 | loss: 0.0311438 | val_loss: 0.031174 | Time: 4484.24 ms [2022-03-29 04:32:30 main:574] : INFO : Epoch 1724 | loss: 0.0311433 | val_loss: 0.0311694 | Time: 4062.98 ms [2022-03-29 04:32:34 main:574] : INFO : Epoch 1725 | loss: 0.0311394 | val_loss: 0.0311694 | Time: 4727.1 ms [2022-03-29 04:32:39 main:574] : INFO : Epoch 1726 | loss: 0.0311375 | val_loss: 0.0311675 | Time: 4440.72 ms [2022-03-29 04:32:43 main:574] : INFO : Epoch 1727 | loss: 0.0311353 | val_loss: 0.0311663 | Time: 4137.3 ms [2022-03-29 04:32:48 main:574] : INFO : Epoch 1728 | loss: 0.0311336 | val_loss: 0.0311688 | Time: 4874.44 ms [2022-03-29 04:32:52 main:574] : INFO : Epoch 1729 | loss: 0.0311326 | val_loss: 0.0311719 | Time: 4296.12 ms [2022-03-29 04:32:56 main:574] : INFO : Epoch 1730 | loss: 0.0311298 | val_loss: 0.0311707 | Time: 4042.34 ms [2022-03-29 04:33:01 main:574] : INFO : Epoch 1731 | loss: 0.0311306 | val_loss: 0.03117 | Time: 4789.89 ms [2022-03-29 04:33:05 main:574] : INFO : Epoch 1732 | loss: 0.0311307 | val_loss: 0.0311704 | Time: 4376 ms [2022-03-29 04:33:10 main:574] : INFO : Epoch 1733 | loss: 0.0311291 | val_loss: 0.0311694 | Time: 4284.67 ms [2022-03-29 04:33:15 main:574] : INFO : Epoch 1734 | loss: 0.031129 | val_loss: 0.0311711 | Time: 5005.16 ms [2022-03-29 04:33:19 main:574] : INFO : Epoch 1735 | loss: 0.0311263 | val_loss: 0.0311767 | Time: 3949.21 ms [2022-03-29 04:33:23 main:574] : INFO : Epoch 1736 | loss: 0.0311256 | val_loss: 0.0311731 | Time: 4236.16 ms [2022-03-29 04:33:28 main:574] : INFO : Epoch 1737 | loss: 0.031122 | val_loss: 0.0311743 | Time: 4824.54 ms [2022-03-29 04:33:32 main:574] : INFO : Epoch 1738 | loss: 0.0311212 | val_loss: 0.0311773 | Time: 4072.48 ms [2022-03-29 04:33:36 main:574] : INFO : Epoch 1739 | loss: 0.0311355 | val_loss: 0.0311682 | Time: 4384.45 ms [2022-03-29 04:33:41 main:574] : INFO : Epoch 1740 | loss: 0.0311266 | val_loss: 0.0311751 | Time: 4645.41 ms [2022-03-29 04:33:45 main:574] : INFO : Epoch 1741 | loss: 0.0311245 | val_loss: 0.0311738 | Time: 4079.37 ms [2022-03-29 04:33:50 main:574] : INFO : Epoch 1742 | loss: 0.0311237 | val_loss: 0.0311783 | Time: 4731.38 ms [2022-03-29 04:33:54 main:574] : INFO : Epoch 1743 | loss: 0.0311203 | val_loss: 0.0311795 | Time: 4407.73 ms [2022-03-29 04:33:58 main:574] : INFO : Epoch 1744 | loss: 0.0311179 | val_loss: 0.0311796 | Time: 4196.25 ms [2022-03-29 04:34:03 main:574] : INFO : Epoch 1745 | loss: 0.0311187 | val_loss: 0.0311844 | Time: 4815.86 ms [2022-03-29 04:34:07 main:574] : INFO : Epoch 1746 | loss: 0.0311209 | val_loss: 0.0311794 | Time: 4330.47 ms [2022-03-29 04:34:11 main:574] : INFO : Epoch 1747 | loss: 0.031119 | val_loss: 0.0311813 | Time: 4045.07 ms [2022-03-29 04:34:16 main:574] : INFO : Epoch 1748 | loss: 0.0311195 | val_loss: 0.0311824 | Time: 4459.77 ms [2022-03-29 04:34:20 main:574] : INFO : Epoch 1749 | loss: 0.0311212 | val_loss: 0.0311741 | Time: 4276.49 ms [2022-03-29 04:34:24 main:574] : INFO : Epoch 1750 | loss: 0.0311192 | val_loss: 0.0311807 | Time: 3977.63 ms [2022-03-29 04:34:29 main:574] : INFO : Epoch 1751 | loss: 0.0311201 | val_loss: 0.0311859 | Time: 4772.42 ms [2022-03-29 04:34:33 main:574] : INFO : Epoch 1752 | loss: 0.0311188 | val_loss: 0.0311762 | Time: 4285.95 ms [2022-03-29 04:34:37 main:574] : INFO : Epoch 1753 | loss: 0.0311175 | val_loss: 0.0311764 | Time: 4139.76 ms [2022-03-29 04:34:42 main:574] : INFO : Epoch 1754 | loss: 0.0311173 | val_loss: 0.0311764 | Time: 4730.03 ms [2022-03-29 04:34:56 main:574] : INFO : Epoch 1755 | loss: 0.0311151 | val_loss: 0.0311819 | Time: 14170.1 ms [2022-03-29 04:35:01 main:574] : INFO : Epoch 1756 | loss: 0.0311143 | val_loss: 0.031179 | Time: 4307.56 ms [2022-03-29 04:35:05 main:574] : INFO : Epoch 1757 | loss: 0.0311131 | val_loss: 0.0311839 | Time: 4901.38 ms [2022-03-29 04:35:09 main:574] : INFO : Epoch 1758 | loss: 0.0311111 | val_loss: 0.0311832 | Time: 4006.38 ms [2022-03-29 04:35:13 main:574] : INFO : Epoch 1759 | loss: 0.0311122 | val_loss: 0.0311877 | Time: 3761.45 ms [2022-03-29 04:35:17 main:574] : INFO : Epoch 1760 | loss: 0.0311145 | val_loss: 0.0311906 | Time: 3742.51 ms [2022-03-29 04:35:21 main:574] : INFO : Epoch 1761 | loss: 0.0311183 | val_loss: 0.0311822 | Time: 3991.58 ms [2022-03-29 04:35:25 main:574] : INFO : Epoch 1762 | loss: 0.0311181 | val_loss: 0.0311877 | Time: 4119.26 ms [2022-03-29 04:35:30 main:574] : INFO : Epoch 1763 | loss: 0.0311177 | val_loss: 0.0311882 | Time: 4544.07 ms [2022-03-29 04:35:34 main:574] : INFO : Epoch 1764 | loss: 0.0311159 | val_loss: 0.0311881 | Time: 4039.81 ms [2022-03-29 04:35:38 main:574] : INFO : Epoch 1765 | loss: 0.0311171 | val_loss: 0.0311814 | Time: 3884.99 ms [2022-03-29 04:35:41 main:574] : INFO : Epoch 1766 | loss: 0.0311133 | val_loss: 0.0311931 | Time: 3821.28 ms [2022-03-29 04:35:45 main:574] : INFO : Epoch 1767 | loss: 0.0311135 | val_loss: 0.031182 | Time: 3907.92 ms [2022-03-29 04:35:49 main:574] : INFO : Epoch 1768 | loss: 0.031109 | val_loss: 0.0311966 | Time: 4035.32 ms [2022-03-29 04:35:54 main:574] : INFO : Epoch 1769 | loss: 0.0311158 | val_loss: 0.0311811 | Time: 4255.88 ms [2022-03-29 04:35:58 main:574] : INFO : Epoch 1770 | loss: 0.0311112 | val_loss: 0.0311808 | Time: 4296.95 ms [2022-03-29 04:36:02 main:574] : INFO : Epoch 1771 | loss: 0.0311107 | val_loss: 0.0311905 | Time: 3810.5 ms [2022-03-29 04:36:05 main:574] : INFO : Epoch 1772 | loss: 0.0311118 | val_loss: 0.0311925 | Time: 3722.22 ms [2022-03-29 04:36:09 main:574] : INFO : Epoch 1773 | loss: 0.0311092 | val_loss: 0.0311892 | Time: 3755.25 ms [2022-03-29 04:36:13 main:574] : INFO : Epoch 1774 | loss: 0.0311091 | val_loss: 0.0311876 | Time: 3991.62 ms [2022-03-29 04:36:27 main:574] : INFO : Epoch 1775 | loss: 0.0311072 | val_loss: 0.0311823 | Time: 14254.6 ms [2022-03-29 04:36:31 main:574] : INFO : Epoch 1776 | loss: 0.0311069 | val_loss: 0.0311907 | Time: 3624.03 ms [2022-03-29 04:36:35 main:574] : INFO : Epoch 1777 | loss: 0.031106 | val_loss: 0.0311822 | Time: 3623.39 ms [2022-03-29 04:36:39 main:574] : INFO : Epoch 1778 | loss: 0.0311043 | val_loss: 0.0311887 | Time: 3792.87 ms [2022-03-29 04:36:43 main:574] : INFO : Epoch 1779 | loss: 0.0311057 | val_loss: 0.0311871 | Time: 3981.41 ms [2022-03-29 04:36:47 main:574] : INFO : Epoch 1780 | loss: 0.0311041 | val_loss: 0.0311898 | Time: 4614.62 ms [2022-03-29 04:36:51 main:574] : INFO : Epoch 1781 | loss: 0.0311036 | val_loss: 0.0311945 | Time: 4223.6 ms [2022-03-29 04:36:55 main:574] : INFO : Epoch 1782 | loss: 0.0311069 | val_loss: 0.0311976 | Time: 3790.01 ms [2022-03-29 04:36:59 main:574] : INFO : Epoch 1783 | loss: 0.0311104 | val_loss: 0.0311848 | Time: 3748.93 ms [2022-03-29 04:37:03 main:574] : INFO : Epoch 1784 | loss: 0.0311077 | val_loss: 0.031185 | Time: 3835.51 ms [2022-03-29 04:37:07 main:574] : INFO : Epoch 1785 | loss: 0.0311066 | val_loss: 0.0311833 | Time: 3914.26 ms [2022-03-29 04:37:11 main:574] : INFO : Epoch 1786 | loss: 0.0311032 | val_loss: 0.0311871 | Time: 4497.36 ms [2022-03-29 04:37:16 main:574] : INFO : Epoch 1787 | loss: 0.0311098 | val_loss: 0.0311868 | Time: 4411.42 ms [2022-03-29 04:37:30 main:574] : INFO : Epoch 1788 | loss: 0.0311079 | val_loss: 0.0311808 | Time: 14021.5 ms [2022-03-29 04:37:33 main:574] : INFO : Epoch 1789 | loss: 0.0311065 | val_loss: 0.0311945 | Time: 3796.58 ms [2022-03-29 04:37:37 main:574] : INFO : Epoch 1790 | loss: 0.0311083 | val_loss: 0.0311899 | Time: 3816.75 ms [2022-03-29 04:37:42 main:574] : INFO : Epoch 1791 | loss: 0.0311071 | val_loss: 0.0311871 | Time: 4302.81 ms [2022-03-29 04:37:46 main:574] : INFO : Epoch 1792 | loss: 0.0311028 | val_loss: 0.0311892 | Time: 4655.8 ms [2022-03-29 04:37:51 main:574] : INFO : Epoch 1793 | loss: 0.0311053 | val_loss: 0.0311837 | Time: 4465.58 ms [2022-03-29 04:37:55 main:574] : INFO : Epoch 1794 | loss: 0.0311071 | val_loss: 0.0311915 | Time: 3816.97 ms [2022-03-29 04:37:58 main:574] : INFO : Epoch 1795 | loss: 0.0311027 | val_loss: 0.031188 | Time: 3787.71 ms [2022-03-29 04:38:02 main:574] : INFO : Epoch 1796 | loss: 0.0311029 | val_loss: 0.0311967 | Time: 3901.53 ms [2022-03-29 04:38:06 main:574] : INFO : Epoch 1797 | loss: 0.0311179 | val_loss: 0.0311759 | Time: 4028.21 ms [2022-03-29 04:38:11 main:574] : INFO : Epoch 1798 | loss: 0.0311208 | val_loss: 0.0311793 | Time: 4511.76 ms [2022-03-29 04:38:15 main:574] : INFO : Epoch 1799 | loss: 0.0311194 | val_loss: 0.0311855 | Time: 4491.09 ms [2022-03-29 04:38:19 main:574] : INFO : Epoch 1800 | loss: 0.0311168 | val_loss: 0.03118 | Time: 3905.53 ms [2022-03-29 04:38:23 main:574] : INFO : Epoch 1801 | loss: 0.0311209 | val_loss: 0.0311799 | Time: 3763.72 ms [2022-03-29 04:38:27 main:574] : INFO : Epoch 1802 | loss: 0.0311155 | val_loss: 0.0311821 | Time: 3818.8 ms [2022-03-29 04:38:31 main:574] : INFO : Epoch 1803 | loss: 0.0311121 | val_loss: 0.0311864 | Time: 4174.11 ms [2022-03-29 04:38:35 main:574] : INFO : Epoch 1804 | loss: 0.0311088 | val_loss: 0.031186 | Time: 4397.96 ms [2022-03-29 04:38:40 main:574] : INFO : Epoch 1805 | loss: 0.0311094 | val_loss: 0.0311952 | Time: 4540.34 ms [2022-03-29 04:38:44 main:574] : INFO : Epoch 1806 | loss: 0.0311113 | val_loss: 0.0311833 | Time: 3740.56 ms [2022-03-29 04:38:47 main:574] : INFO : Epoch 1807 | loss: 0.0311108 | val_loss: 0.0311873 | Time: 3726.77 ms [2022-03-29 04:38:51 main:574] : INFO : Epoch 1808 | loss: 0.0311064 | val_loss: 0.0311934 | Time: 3667.21 ms [2022-03-29 04:38:55 main:574] : INFO : Epoch 1809 | loss: 0.0311102 | val_loss: 0.03119 | Time: 4043.02 ms [2022-03-29 04:38:59 main:574] : INFO : Epoch 1810 | loss: 0.0311097 | val_loss: 0.0311886 | Time: 4231.94 ms [2022-03-29 04:39:04 main:574] : INFO : Epoch 1811 | loss: 0.0311036 | val_loss: 0.0311854 | Time: 4758.84 ms [2022-03-29 04:39:08 main:574] : INFO : Epoch 1812 | loss: 0.0311022 | val_loss: 0.0311859 | Time: 4116.81 ms [2022-03-29 04:39:13 main:574] : INFO : Epoch 1813 | loss: 0.0311037 | val_loss: 0.0311827 | Time: 4477.21 ms [2022-03-29 04:39:17 main:574] : INFO : Epoch 1814 | loss: 0.0311086 | val_loss: 0.031185 | Time: 4789.07 ms [2022-03-29 04:39:21 main:574] : INFO : Epoch 1815 | loss: 0.031107 | val_loss: 0.0311917 | Time: 3954.97 ms [2022-03-29 04:39:26 main:574] : INFO : Epoch 1816 | loss: 0.0311043 | val_loss: 0.0311903 | Time: 4215.66 ms [2022-03-29 04:39:30 main:574] : INFO : Epoch 1817 | loss: 0.0311029 | val_loss: 0.0311892 | Time: 4753.47 ms [2022-03-29 04:39:34 main:574] : INFO : Epoch 1818 | loss: 0.0311042 | val_loss: 0.0311871 | Time: 4018.69 ms [2022-03-29 04:39:39 main:574] : INFO : Epoch 1819 | loss: 0.0310995 | val_loss: 0.0311878 | Time: 4620.15 ms [2022-03-29 04:39:44 main:574] : INFO : Epoch 1820 | loss: 0.0310976 | val_loss: 0.0311938 | Time: 4461.7 ms [2022-03-29 04:39:47 main:574] : INFO : Epoch 1821 | loss: 0.031101 | val_loss: 0.0311861 | Time: 3826.65 ms [2022-03-29 04:39:51 main:574] : INFO : Epoch 1822 | loss: 0.0311059 | val_loss: 0.0311894 | Time: 3791.75 ms [2022-03-29 04:39:55 main:574] : INFO : Epoch 1823 | loss: 0.0311174 | val_loss: 0.0311782 | Time: 3784.2 ms [2022-03-29 04:39:59 main:574] : INFO : Epoch 1824 | loss: 0.0311229 | val_loss: 0.0311789 | Time: 3974.95 ms [2022-03-29 04:40:03 main:574] : INFO : Epoch 1825 | loss: 0.0311164 | val_loss: 0.03118 | Time: 4262.85 ms [2022-03-29 04:40:08 main:574] : INFO : Epoch 1826 | loss: 0.0311089 | val_loss: 0.031191 | Time: 4720.76 ms [2022-03-29 04:40:12 main:574] : INFO : Epoch 1827 | loss: 0.0311062 | val_loss: 0.031189 | Time: 3919.53 ms [2022-03-29 04:40:16 main:574] : INFO : Epoch 1828 | loss: 0.0311104 | val_loss: 0.0311836 | Time: 3817.22 ms [2022-03-29 04:40:19 main:574] : INFO : Epoch 1829 | loss: 0.0311131 | val_loss: 0.0311881 | Time: 3814.66 ms [2022-03-29 04:40:24 main:574] : INFO : Epoch 1830 | loss: 0.031113 | val_loss: 0.0311894 | Time: 4045.65 ms [2022-03-29 04:40:28 main:574] : INFO : Epoch 1831 | loss: 0.0311155 | val_loss: 0.0311967 | Time: 4055.69 ms [2022-03-29 04:40:32 main:574] : INFO : Epoch 1832 | loss: 0.0311106 | val_loss: 0.0311882 | Time: 4636.39 ms [2022-03-29 04:40:36 main:574] : INFO : Epoch 1833 | loss: 0.0311044 | val_loss: 0.0311886 | Time: 4196.69 ms [2022-03-29 04:40:40 main:574] : INFO : Epoch 1834 | loss: 0.0311024 | val_loss: 0.0311914 | Time: 3810.5 ms [2022-03-29 04:40:44 main:574] : INFO : Epoch 1835 | loss: 0.0311016 | val_loss: 0.0311924 | Time: 3822.42 ms [2022-03-29 04:40:48 main:574] : INFO : Epoch 1836 | loss: 0.0311094 | val_loss: 0.0311848 | Time: 3907.49 ms [2022-03-29 04:40:52 main:574] : INFO : Epoch 1837 | loss: 0.0311096 | val_loss: 0.0311883 | Time: 3923.49 ms [2022-03-29 04:40:57 main:574] : INFO : Epoch 1838 | loss: 0.0311073 | val_loss: 0.0311897 | Time: 4622.75 ms [2022-03-29 04:41:01 main:574] : INFO : Epoch 1839 | loss: 0.0311042 | val_loss: 0.0311834 | Time: 4441.34 ms [2022-03-29 04:41:05 main:574] : INFO : Epoch 1840 | loss: 0.0311078 | val_loss: 0.031189 | Time: 4010.53 ms [2022-03-29 04:41:09 main:574] : INFO : Epoch 1841 | loss: 0.0311057 | val_loss: 0.0311969 | Time: 3779.56 ms [2022-03-29 04:41:13 main:574] : INFO : Epoch 1842 | loss: 0.0311021 | val_loss: 0.0311969 | Time: 4025.08 ms [2022-03-29 04:41:17 main:574] : INFO : Epoch 1843 | loss: 0.031099 | val_loss: 0.0311909 | Time: 3912.62 ms [2022-03-29 04:41:31 main:574] : INFO : Epoch 1844 | loss: 0.0310963 | val_loss: 0.0311891 | Time: 14102.5 ms [2022-03-29 04:41:35 main:574] : INFO : Epoch 1845 | loss: 0.0310945 | val_loss: 0.0311911 | Time: 3771.38 ms [2022-03-29 04:41:38 main:574] : INFO : Epoch 1846 | loss: 0.0311003 | val_loss: 0.0311793 | Time: 3743.41 ms [2022-03-29 04:41:42 main:574] : INFO : Epoch 1847 | loss: 0.0311023 | val_loss: 0.0311892 | Time: 3893.8 ms [2022-03-29 04:41:46 main:574] : INFO : Epoch 1848 | loss: 0.0310964 | val_loss: 0.0311836 | Time: 4163.62 ms [2022-03-29 04:41:51 main:574] : INFO : Epoch 1849 | loss: 0.0310982 | val_loss: 0.0311863 | Time: 4629.53 ms [2022-03-29 04:41:55 main:574] : INFO : Epoch 1850 | loss: 0.031096 | val_loss: 0.0311926 | Time: 3806.74 ms [2022-03-29 04:41:59 main:574] : INFO : Epoch 1851 | loss: 0.031103 | val_loss: 0.0311915 | Time: 4158.3 ms [2022-03-29 04:42:04 main:574] : INFO : Epoch 1852 | loss: 0.0310987 | val_loss: 0.0311978 | Time: 4636.36 ms [2022-03-29 04:42:08 main:574] : INFO : Epoch 1853 | loss: 0.0310959 | val_loss: 0.031193 | Time: 3913.71 ms [2022-03-29 04:42:12 main:574] : INFO : Epoch 1854 | loss: 0.0310939 | val_loss: 0.0311915 | Time: 4224.11 ms [2022-03-29 04:42:16 main:574] : INFO : Epoch 1855 | loss: 0.0310947 | val_loss: 0.0311914 | Time: 4623.18 ms [2022-03-29 04:42:20 main:574] : INFO : Epoch 1856 | loss: 0.031094 | val_loss: 0.0312019 | Time: 3816.19 ms [2022-03-29 04:42:24 main:574] : INFO : Epoch 1857 | loss: 0.0310927 | val_loss: 0.0312002 | Time: 4140.86 ms [2022-03-29 04:42:29 main:574] : INFO : Epoch 1858 | loss: 0.0310961 | val_loss: 0.0311957 | Time: 4719.99 ms [2022-03-29 04:42:33 main:574] : INFO : Epoch 1859 | loss: 0.0311016 | val_loss: 0.0312017 | Time: 3868.4 ms [2022-03-29 04:42:37 main:574] : INFO : Epoch 1860 | loss: 0.0311267 | val_loss: 0.0311887 | Time: 3712.33 ms [2022-03-29 04:42:40 main:574] : INFO : Epoch 1861 | loss: 0.031118 | val_loss: 0.0311925 | Time: 3757.21 ms [2022-03-29 04:42:44 main:574] : INFO : Epoch 1862 | loss: 0.0311121 | val_loss: 0.0311915 | Time: 3852.68 ms [2022-03-29 04:42:48 main:574] : INFO : Epoch 1863 | loss: 0.0311151 | val_loss: 0.0311814 | Time: 3959.93 ms [2022-03-29 04:42:53 main:574] : INFO : Epoch 1864 | loss: 0.0311183 | val_loss: 0.0311847 | Time: 4647 ms [2022-03-29 04:42:57 main:574] : INFO : Epoch 1865 | loss: 0.0311074 | val_loss: 0.0311911 | Time: 4000.16 ms [2022-03-29 04:43:01 main:574] : INFO : Epoch 1866 | loss: 0.0311022 | val_loss: 0.0311977 | Time: 4274.32 ms [2022-03-29 04:43:06 main:574] : INFO : Epoch 1867 | loss: 0.0311019 | val_loss: 0.0311897 | Time: 4626.9 ms [2022-03-29 04:43:10 main:574] : INFO : Epoch 1868 | loss: 0.0310992 | val_loss: 0.0311891 | Time: 4055.05 ms [2022-03-29 04:43:14 main:574] : INFO : Epoch 1869 | loss: 0.0311036 | val_loss: 0.0311939 | Time: 3861.38 ms [2022-03-29 04:43:18 main:574] : INFO : Epoch 1870 | loss: 0.0311089 | val_loss: 0.0311896 | Time: 3893.07 ms [2022-03-29 04:43:22 main:574] : INFO : Epoch 1871 | loss: 0.0311093 | val_loss: 0.0311972 | Time: 3935.36 ms [2022-03-29 04:43:26 main:574] : INFO : Epoch 1872 | loss: 0.031105 | val_loss: 0.0311938 | Time: 4007.66 ms [2022-03-29 04:43:30 main:574] : INFO : Epoch 1873 | loss: 0.0310979 | val_loss: 0.0311939 | Time: 4476.31 ms [2022-03-29 04:43:35 main:574] : INFO : Epoch 1874 | loss: 0.0310964 | val_loss: 0.0311878 | Time: 4377.7 ms [2022-03-29 04:43:38 main:574] : INFO : Epoch 1875 | loss: 0.0310973 | val_loss: 0.0311918 | Time: 3672.06 ms [2022-03-29 04:43:42 main:574] : INFO : Epoch 1876 | loss: 0.0310946 | val_loss: 0.0311971 | Time: 3818.76 ms [2022-03-29 04:43:46 main:574] : INFO : Epoch 1877 | loss: 0.0311006 | val_loss: 0.0311886 | Time: 3842.79 ms [2022-03-29 04:43:50 main:574] : INFO : Epoch 1878 | loss: 0.0310995 | val_loss: 0.0311864 | Time: 4104.9 ms [2022-03-29 04:43:55 main:574] : INFO : Epoch 1879 | loss: 0.0311007 | val_loss: 0.0311923 | Time: 4561.04 ms [2022-03-29 04:43:59 main:574] : INFO : Epoch 1880 | loss: 0.0311022 | val_loss: 0.0311873 | Time: 4714.74 ms [2022-03-29 04:44:13 main:574] : INFO : Epoch 1881 | loss: 0.031099 | val_loss: 0.0311878 | Time: 14194.8 ms [2022-03-29 04:44:18 main:574] : INFO : Epoch 1882 | loss: 0.0311268 | val_loss: 0.0311795 | Time: 4233.46 ms [2022-03-29 04:44:22 main:574] : INFO : Epoch 1883 | loss: 0.0311225 | val_loss: 0.031183 | Time: 4097.14 ms [2022-03-29 04:44:26 main:574] : INFO : Epoch 1884 | loss: 0.0311198 | val_loss: 0.0311837 | Time: 4104.76 ms [2022-03-29 04:44:30 main:574] : INFO : Epoch 1885 | loss: 0.0311206 | val_loss: 0.031181 | Time: 4399.8 ms [2022-03-29 04:44:35 main:574] : INFO : Epoch 1886 | loss: 0.0311166 | val_loss: 0.0311952 | Time: 4438.78 ms [2022-03-29 04:44:39 main:574] : INFO : Epoch 1887 | loss: 0.0311127 | val_loss: 0.0311897 | Time: 3957.94 ms [2022-03-29 04:44:43 main:574] : INFO : Epoch 1888 | loss: 0.0311103 | val_loss: 0.0311867 | Time: 4224.81 ms [2022-03-29 04:44:47 main:574] : INFO : Epoch 1889 | loss: 0.0311043 | val_loss: 0.0311887 | Time: 4114.86 ms [2022-03-29 04:44:51 main:574] : INFO : Epoch 1890 | loss: 0.031102 | val_loss: 0.031201 | Time: 4161.58 ms [2022-03-29 04:44:56 main:574] : INFO : Epoch 1891 | loss: 0.0311002 | val_loss: 0.0311844 | Time: 4475.06 ms [2022-03-29 04:45:00 main:574] : INFO : Epoch 1892 | loss: 0.0311028 | val_loss: 0.0311887 | Time: 4371.31 ms [2022-03-29 04:45:04 main:574] : INFO : Epoch 1893 | loss: 0.0310983 | val_loss: 0.0311925 | Time: 4004.48 ms [2022-03-29 04:45:08 main:574] : INFO : Epoch 1894 | loss: 0.0311018 | val_loss: 0.0311915 | Time: 3756.83 ms [2022-03-29 04:45:12 main:574] : INFO : Epoch 1895 | loss: 0.0310974 | val_loss: 0.0311896 | Time: 3739.14 ms [2022-03-29 04:45:15 main:574] : INFO : Epoch 1896 | loss: 0.0310987 | val_loss: 0.0311948 | Time: 3817.2 ms [2022-03-29 04:45:20 main:574] : INFO : Epoch 1897 | loss: 0.0310971 | val_loss: 0.0311935 | Time: 4367.43 ms [2022-03-29 04:45:24 main:574] : INFO : Epoch 1898 | loss: 0.0311049 | val_loss: 0.0311855 | Time: 4560.78 ms [2022-03-29 04:45:28 main:574] : INFO : Epoch 1899 | loss: 0.0311015 | val_loss: 0.0311885 | Time: 4083.11 ms [2022-03-29 04:45:32 main:574] : INFO : Epoch 1900 | loss: 0.0311001 | val_loss: 0.0311902 | Time: 3747.49 ms [2022-03-29 04:45:36 main:574] : INFO : Epoch 1901 | loss: 0.0311062 | val_loss: 0.0312061 | Time: 3853.46 ms [2022-03-29 04:45:40 main:574] : INFO : Epoch 1902 | loss: 0.0311065 | val_loss: 0.0311877 | Time: 3836.97 ms [2022-03-29 04:45:44 main:574] : INFO : Epoch 1903 | loss: 0.0311029 | val_loss: 0.0311955 | Time: 4430.37 ms [2022-03-29 04:45:49 main:574] : INFO : Epoch 1904 | loss: 0.031098 | val_loss: 0.0311952 | Time: 4633.73 ms [2022-03-29 04:45:53 main:574] : INFO : Epoch 1905 | loss: 0.0310993 | val_loss: 0.031203 | Time: 3817.29 ms [2022-03-29 04:45:57 main:574] : INFO : Epoch 1906 | loss: 0.0310949 | val_loss: 0.0311971 | Time: 4018.09 ms [2022-03-29 04:46:01 main:574] : INFO : Epoch 1907 | loss: 0.0311018 | val_loss: 0.0311944 | Time: 4550.07 ms [2022-03-29 04:46:05 main:574] : INFO : Epoch 1908 | loss: 0.0310975 | val_loss: 0.0311995 | Time: 3793.35 ms [2022-03-29 04:46:09 main:574] : INFO : Epoch 1909 | loss: 0.0310972 | val_loss: 0.0311935 | Time: 4195.92 ms [2022-03-29 04:46:14 main:574] : INFO : Epoch 1910 | loss: 0.031093 | val_loss: 0.0312004 | Time: 4866.77 ms [2022-03-29 04:46:18 main:574] : INFO : Epoch 1911 | loss: 0.031094 | val_loss: 0.0311972 | Time: 4030 ms [2022-03-29 04:46:22 main:574] : INFO : Epoch 1912 | loss: 0.0310902 | val_loss: 0.0311877 | Time: 3879.59 ms [2022-03-29 04:46:26 main:574] : INFO : Epoch 1913 | loss: 0.0310917 | val_loss: 0.0312048 | Time: 3835.96 ms [2022-03-29 04:46:30 main:574] : INFO : Epoch 1914 | loss: 0.0310918 | val_loss: 0.0312015 | Time: 3869.97 ms [2022-03-29 04:46:34 main:574] : INFO : Epoch 1915 | loss: 0.0310936 | val_loss: 0.0311963 | Time: 4290 ms [2022-03-29 04:46:39 main:574] : INFO : Epoch 1916 | loss: 0.031091 | val_loss: 0.0312026 | Time: 4542.58 ms [2022-03-29 04:46:43 main:574] : INFO : Epoch 1917 | loss: 0.0310902 | val_loss: 0.0312104 | Time: 4205.81 ms [2022-03-29 04:46:47 main:574] : INFO : Epoch 1918 | loss: 0.031086 | val_loss: 0.0311909 | Time: 3963.45 ms [2022-03-29 04:46:51 main:574] : INFO : Epoch 1919 | loss: 0.0310891 | val_loss: 0.031203 | Time: 3895.69 ms [2022-03-29 04:46:55 main:574] : INFO : Epoch 1920 | loss: 0.0310897 | val_loss: 0.0311996 | Time: 3880.98 ms [2022-03-29 04:46:59 main:574] : INFO : Epoch 1921 | loss: 0.031089 | val_loss: 0.031195 | Time: 4168.53 ms [2022-03-29 04:47:04 main:574] : INFO : Epoch 1922 | loss: 0.031091 | val_loss: 0.0311932 | Time: 4787.9 ms [2022-03-29 04:47:08 main:574] : INFO : Epoch 1923 | loss: 0.0310955 | val_loss: 0.0311942 | Time: 4023.71 ms [2022-03-29 04:47:12 main:574] : INFO : Epoch 1924 | loss: 0.0310911 | val_loss: 0.03121 | Time: 4001.96 ms [2022-03-29 04:47:15 main:574] : INFO : Epoch 1925 | loss: 0.0311103 | val_loss: 0.031193 | Time: 3758.92 ms [2022-03-29 04:47:19 main:574] : INFO : Epoch 1926 | loss: 0.0311173 | val_loss: 0.0311859 | Time: 3859.12 ms [2022-03-29 04:47:24 main:574] : INFO : Epoch 1927 | loss: 0.0311134 | val_loss: 0.0311873 | Time: 4268.09 ms [2022-03-29 04:47:28 main:574] : INFO : Epoch 1928 | loss: 0.0311053 | val_loss: 0.031193 | Time: 4658.95 ms [2022-03-29 04:47:32 main:574] : INFO : Epoch 1929 | loss: 0.0311014 | val_loss: 0.0312024 | Time: 4198.28 ms [2022-03-29 04:47:36 main:574] : INFO : Epoch 1930 | loss: 0.0310981 | val_loss: 0.031204 | Time: 3942.74 ms [2022-03-29 04:47:40 main:574] : INFO : Epoch 1931 | loss: 0.0311032 | val_loss: 0.0311852 | Time: 3778.81 ms [2022-03-29 04:47:44 main:574] : INFO : Epoch 1932 | loss: 0.031116 | val_loss: 0.0311831 | Time: 3724.95 ms [2022-03-29 04:47:48 main:574] : INFO : Epoch 1933 | loss: 0.0311096 | val_loss: 0.0311903 | Time: 4248.06 ms [2022-03-29 04:47:53 main:574] : INFO : Epoch 1934 | loss: 0.0311013 | val_loss: 0.0311891 | Time: 4576.23 ms [2022-03-29 04:47:57 main:574] : INFO : Epoch 1935 | loss: 0.0311084 | val_loss: 0.0311838 | Time: 4309.77 ms [2022-03-29 04:48:01 main:574] : INFO : Epoch 1936 | loss: 0.0311117 | val_loss: 0.0311863 | Time: 3932.32 ms [2022-03-29 04:48:05 main:574] : INFO : Epoch 1937 | loss: 0.0311064 | val_loss: 0.0311888 | Time: 4431.42 ms [2022-03-29 04:48:10 main:574] : INFO : Epoch 1938 | loss: 0.0311021 | val_loss: 0.0311849 | Time: 4226.64 ms [2022-03-29 04:48:13 main:574] : INFO : Epoch 1939 | loss: 0.0311017 | val_loss: 0.0311897 | Time: 3755.44 ms [2022-03-29 04:48:18 main:574] : INFO : Epoch 1940 | loss: 0.0310992 | val_loss: 0.0311859 | Time: 4203.04 ms [2022-03-29 04:48:22 main:574] : INFO : Epoch 1941 | loss: 0.0310973 | val_loss: 0.0311969 | Time: 4243.7 ms [2022-03-29 04:48:26 main:574] : INFO : Epoch 1942 | loss: 0.0310969 | val_loss: 0.0311927 | Time: 3735.19 ms [2022-03-29 04:48:30 main:574] : INFO : Epoch 1943 | loss: 0.0310936 | val_loss: 0.0311926 | Time: 4302.35 ms [2022-03-29 04:48:34 main:574] : INFO : Epoch 1944 | loss: 0.031094 | val_loss: 0.0311953 | Time: 4545.72 ms [2022-03-29 04:48:38 main:574] : INFO : Epoch 1945 | loss: 0.0310928 | val_loss: 0.0312024 | Time: 3860.43 ms [2022-03-29 04:48:42 main:574] : INFO : Epoch 1946 | loss: 0.0310952 | val_loss: 0.0311982 | Time: 4127.06 ms [2022-03-29 04:48:47 main:574] : INFO : Epoch 1947 | loss: 0.0311065 | val_loss: 0.031187 | Time: 4531.12 ms [2022-03-29 04:48:51 main:574] : INFO : Epoch 1948 | loss: 0.0311109 | val_loss: 0.0311905 | Time: 3900.41 ms [2022-03-29 04:48:55 main:574] : INFO : Epoch 1949 | loss: 0.0311053 | val_loss: 0.0311892 | Time: 4520.87 ms [2022-03-29 04:49:00 main:574] : INFO : Epoch 1950 | loss: 0.0311016 | val_loss: 0.0311905 | Time: 4435.21 ms [2022-03-29 04:49:04 main:574] : INFO : Epoch 1951 | loss: 0.0311059 | val_loss: 0.0311949 | Time: 3970.73 ms [2022-03-29 04:49:08 main:574] : INFO : Epoch 1952 | loss: 0.0311116 | val_loss: 0.0311989 | Time: 4428.94 ms [2022-03-29 04:49:13 main:574] : INFO : Epoch 1953 | loss: 0.0311035 | val_loss: 0.0311926 | Time: 4768.02 ms [2022-03-29 04:49:17 main:574] : INFO : Epoch 1954 | loss: 0.0310981 | val_loss: 0.0312093 | Time: 3878.23 ms [2022-03-29 04:49:21 main:574] : INFO : Epoch 1955 | loss: 0.0310987 | val_loss: 0.0312012 | Time: 4444.38 ms [2022-03-29 04:49:26 main:574] : INFO : Epoch 1956 | loss: 0.031095 | val_loss: 0.0312029 | Time: 4248.95 ms [2022-03-29 04:49:30 main:574] : INFO : Epoch 1957 | loss: 0.0310936 | val_loss: 0.0312081 | Time: 3997.28 ms [2022-03-29 04:49:34 main:574] : INFO : Epoch 1958 | loss: 0.0310923 | val_loss: 0.031193 | Time: 4464.36 ms [2022-03-29 04:49:39 main:574] : INFO : Epoch 1959 | loss: 0.0310956 | val_loss: 0.031197 | Time: 4744.54 ms [2022-03-29 04:49:43 main:574] : INFO : Epoch 1960 | loss: 0.0310957 | val_loss: 0.0312008 | Time: 3993.98 ms [2022-03-29 04:49:47 main:574] : INFO : Epoch 1961 | loss: 0.0311024 | val_loss: 0.0311975 | Time: 4445.91 ms [2022-03-29 04:49:51 main:574] : INFO : Epoch 1962 | loss: 0.0311129 | val_loss: 0.0311975 | Time: 4144.94 ms [2022-03-29 04:49:55 main:574] : INFO : Epoch 1963 | loss: 0.0311045 | val_loss: 0.0311884 | Time: 4058.12 ms [2022-03-29 04:50:00 main:574] : INFO : Epoch 1964 | loss: 0.0310995 | val_loss: 0.0311971 | Time: 4341.77 ms [2022-03-29 04:50:04 main:574] : INFO : Epoch 1965 | loss: 0.0310984 | val_loss: 0.0311895 | Time: 4539.08 ms [2022-03-29 04:50:08 main:574] : INFO : Epoch 1966 | loss: 0.0311032 | val_loss: 0.0311887 | Time: 3756.21 ms [2022-03-29 04:50:12 main:574] : INFO : Epoch 1967 | loss: 0.031098 | val_loss: 0.0311981 | Time: 3733.93 ms [2022-03-29 04:50:16 main:574] : INFO : Epoch 1968 | loss: 0.0310959 | val_loss: 0.0311985 | Time: 3930.27 ms [2022-03-29 04:50:20 main:574] : INFO : Epoch 1969 | loss: 0.0310987 | val_loss: 0.0311991 | Time: 4038.29 ms [2022-03-29 04:50:24 main:574] : INFO : Epoch 1970 | loss: 0.0310988 | val_loss: 0.0311945 | Time: 4488.44 ms [2022-03-29 04:50:29 main:574] : INFO : Epoch 1971 | loss: 0.0310922 | val_loss: 0.0312063 | Time: 4829.57 ms [2022-03-29 04:50:33 main:574] : INFO : Epoch 1972 | loss: 0.0310914 | val_loss: 0.0312014 | Time: 4069.23 ms [2022-03-29 04:50:38 main:574] : INFO : Epoch 1973 | loss: 0.0310946 | val_loss: 0.0312172 | Time: 4609.08 ms [2022-03-29 04:50:42 main:574] : INFO : Epoch 1974 | loss: 0.0310891 | val_loss: 0.031204 | Time: 4009.92 ms [2022-03-29 04:50:46 main:574] : INFO : Epoch 1975 | loss: 0.0310916 | val_loss: 0.0311979 | Time: 4166.14 ms [2022-03-29 04:50:51 main:574] : INFO : Epoch 1976 | loss: 0.0310964 | val_loss: 0.0312013 | Time: 4567.12 ms [2022-03-29 04:50:55 main:574] : INFO : Epoch 1977 | loss: 0.0310951 | val_loss: 0.0312091 | Time: 4476.37 ms [2022-03-29 04:51:00 main:574] : INFO : Epoch 1978 | loss: 0.0310928 | val_loss: 0.0311948 | Time: 4441.76 ms [2022-03-29 04:51:04 main:574] : INFO : Epoch 1979 | loss: 0.0310939 | val_loss: 0.0311954 | Time: 4626.64 ms [2022-03-29 04:51:08 main:574] : INFO : Epoch 1980 | loss: 0.0310905 | val_loss: 0.0312122 | Time: 4008.07 ms [2022-03-29 04:51:12 main:574] : INFO : Epoch 1981 | loss: 0.0310947 | val_loss: 0.0312076 | Time: 3828.9 ms [2022-03-29 04:51:16 main:574] : INFO : Epoch 1982 | loss: 0.0311005 | val_loss: 0.0311931 | Time: 3767.32 ms [2022-03-29 04:51:20 main:574] : INFO : Epoch 1983 | loss: 0.0311074 | val_loss: 0.0311901 | Time: 3779.42 ms [2022-03-29 04:51:24 main:574] : INFO : Epoch 1984 | loss: 0.0311043 | val_loss: 0.0311916 | Time: 4158.85 ms [2022-03-29 04:51:28 main:574] : INFO : Epoch 1985 | loss: 0.0311055 | val_loss: 0.0311963 | Time: 4709.09 ms [2022-03-29 04:51:32 main:574] : INFO : Epoch 1986 | loss: 0.0311021 | val_loss: 0.0311993 | Time: 3994.53 ms [2022-03-29 04:51:36 main:574] : INFO : Epoch 1987 | loss: 0.0310951 | val_loss: 0.0311947 | Time: 3887.94 ms [2022-03-29 04:51:40 main:574] : INFO : Epoch 1988 | loss: 0.0310933 | val_loss: 0.0312054 | Time: 3813.05 ms [2022-03-29 04:51:44 main:574] : INFO : Epoch 1989 | loss: 0.0311144 | val_loss: 0.0311846 | Time: 3742.62 ms [2022-03-29 04:51:48 main:574] : INFO : Epoch 1990 | loss: 0.0311142 | val_loss: 0.0311866 | Time: 4207.65 ms [2022-03-29 04:51:53 main:574] : INFO : Epoch 1991 | loss: 0.0311115 | val_loss: 0.0311912 | Time: 4598.36 ms [2022-03-29 04:51:57 main:574] : INFO : Epoch 1992 | loss: 0.031109 | val_loss: 0.0311905 | Time: 4170.33 ms [2022-03-29 04:52:01 main:574] : INFO : Epoch 1993 | loss: 0.0311059 | val_loss: 0.0312008 | Time: 4123.15 ms [2022-03-29 04:52:05 main:574] : INFO : Epoch 1994 | loss: 0.0311043 | val_loss: 0.0311966 | Time: 4119.12 ms [2022-03-29 04:52:09 main:574] : INFO : Epoch 1995 | loss: 0.0310982 | val_loss: 0.0311974 | Time: 4161.18 ms [2022-03-29 04:52:13 main:574] : INFO : Epoch 1996 | loss: 0.0310962 | val_loss: 0.0312036 | Time: 3963.57 ms [2022-03-29 04:52:18 main:574] : INFO : Epoch 1997 | loss: 0.031093 | val_loss: 0.0312022 | Time: 4376.78 ms [2022-03-29 04:52:22 main:574] : INFO : Epoch 1998 | loss: 0.0310951 | val_loss: 0.0312083 | Time: 4074.52 ms [2022-03-29 04:52:26 main:574] : INFO : Epoch 1999 | loss: 0.0310965 | val_loss: 0.0312085 | Time: 4064.78 ms [2022-03-29 04:52:30 main:574] : INFO : Epoch 2000 | loss: 0.0310969 | val_loss: 0.0311933 | Time: 4202.38 ms [2022-03-29 04:52:34 main:574] : INFO : Epoch 2001 | loss: 0.031096 | val_loss: 0.0312099 | Time: 4086.58 ms [2022-03-29 04:52:38 main:574] : INFO : Epoch 2002 | loss: 0.0310906 | val_loss: 0.0312027 | Time: 4012.83 ms [2022-03-29 04:52:42 main:574] : INFO : Epoch 2003 | loss: 0.031093 | val_loss: 0.0311902 | Time: 4335.18 ms [2022-03-29 04:52:47 main:574] : INFO : Epoch 2004 | loss: 0.0310902 | val_loss: 0.0312041 | Time: 4553.28 ms [2022-03-29 04:52:51 main:574] : INFO : Epoch 2005 | loss: 0.031094 | val_loss: 0.0312068 | Time: 4117.98 ms [2022-03-29 04:52:55 main:574] : INFO : Epoch 2006 | loss: 0.0310995 | val_loss: 0.0311994 | Time: 4111.25 ms [2022-03-29 04:52:59 main:574] : INFO : Epoch 2007 | loss: 0.0311087 | val_loss: 0.0311965 | Time: 4147.29 ms [2022-03-29 04:53:03 main:574] : INFO : Epoch 2008 | loss: 0.0310991 | val_loss: 0.0312081 | Time: 4027.06 ms [2022-03-29 04:53:08 main:574] : INFO : Epoch 2009 | loss: 0.0310946 | val_loss: 0.0312071 | Time: 4583.85 ms [2022-03-29 04:53:13 main:574] : INFO : Epoch 2010 | loss: 0.0310933 | val_loss: 0.0312078 | Time: 4563.46 ms [2022-03-29 04:53:17 main:574] : INFO : Epoch 2011 | loss: 0.0310896 | val_loss: 0.0312048 | Time: 4199.48 ms [2022-03-29 04:53:21 main:574] : INFO : Epoch 2012 | loss: 0.0310916 | val_loss: 0.0311974 | Time: 4235.94 ms [2022-03-29 04:53:25 main:574] : INFO : Epoch 2013 | loss: 0.0310989 | val_loss: 0.0312041 | Time: 4161.84 ms [2022-03-29 04:53:29 main:574] : INFO : Epoch 2014 | loss: 0.0310927 | val_loss: 0.0311904 | Time: 4000.33 ms [2022-03-29 04:53:34 main:574] : INFO : Epoch 2015 | loss: 0.031097 | val_loss: 0.0312004 | Time: 4298.1 ms [2022-03-29 04:53:38 main:574] : INFO : Epoch 2016 | loss: 0.0310945 | val_loss: 0.0312042 | Time: 4427.55 ms [2022-03-29 04:53:42 main:574] : INFO : Epoch 2017 | loss: 0.0310966 | val_loss: 0.0311889 | Time: 3777.7 ms [2022-03-29 04:53:45 main:574] : INFO : Epoch 2018 | loss: 0.0311005 | val_loss: 0.0311953 | Time: 3750.4 ms [2022-03-29 04:53:50 main:574] : INFO : Epoch 2019 | loss: 0.0310934 | val_loss: 0.0312021 | Time: 3997.85 ms [2022-03-29 04:53:54 main:574] : INFO : Epoch 2020 | loss: 0.03109 | val_loss: 0.0312003 | Time: 4125.06 ms [2022-03-29 04:53:58 main:574] : INFO : Epoch 2021 | loss: 0.0310893 | val_loss: 0.0312156 | Time: 4412.83 ms [2022-03-29 04:54:03 main:574] : INFO : Epoch 2022 | loss: 0.0310865 | val_loss: 0.0312068 | Time: 4768.12 ms [2022-03-29 04:54:07 main:574] : INFO : Epoch 2023 | loss: 0.0310852 | val_loss: 0.0312075 | Time: 3712.02 ms [2022-03-29 04:54:10 main:574] : INFO : Epoch 2024 | loss: 0.0310899 | val_loss: 0.0312008 | Time: 3778.73 ms [2022-03-29 04:54:14 main:574] : INFO : Epoch 2025 | loss: 0.0310834 | val_loss: 0.0311941 | Time: 4040.79 ms [2022-03-29 04:54:18 main:574] : INFO : Epoch 2026 | loss: 0.0310883 | val_loss: 0.031191 | Time: 4087.67 ms [2022-03-29 04:54:23 main:574] : INFO : Epoch 2027 | loss: 0.0310902 | val_loss: 0.0311897 | Time: 4137.24 ms [2022-03-29 04:54:28 main:574] : INFO : Epoch 2028 | loss: 0.0310892 | val_loss: 0.0312098 | Time: 4968.9 ms [2022-03-29 04:54:32 main:574] : INFO : Epoch 2029 | loss: 0.0310929 | val_loss: 0.0311966 | Time: 4159.14 ms [2022-03-29 04:54:36 main:574] : INFO : Epoch 2030 | loss: 0.0310863 | val_loss: 0.0312084 | Time: 4650.7 ms [2022-03-29 04:54:40 main:574] : INFO : Epoch 2031 | loss: 0.0310882 | val_loss: 0.0312001 | Time: 4062.69 ms [2022-03-29 04:54:45 main:574] : INFO : Epoch 2032 | loss: 0.0310917 | val_loss: 0.0312013 | Time: 4053.52 ms [2022-03-29 04:54:49 main:574] : INFO : Epoch 2033 | loss: 0.0310899 | val_loss: 0.0311959 | Time: 4592.38 ms [2022-03-29 04:54:54 main:574] : INFO : Epoch 2034 | loss: 0.0310923 | val_loss: 0.0312054 | Time: 4627.09 ms [2022-03-29 04:54:58 main:574] : INFO : Epoch 2035 | loss: 0.0311015 | val_loss: 0.0311912 | Time: 3822.3 ms [2022-03-29 04:55:02 main:574] : INFO : Epoch 2036 | loss: 0.0310936 | val_loss: 0.0311987 | Time: 4665.71 ms [2022-03-29 04:55:06 main:574] : INFO : Epoch 2037 | loss: 0.0310925 | val_loss: 0.0311962 | Time: 3834.89 ms [2022-03-29 04:55:10 main:574] : INFO : Epoch 2038 | loss: 0.0310851 | val_loss: 0.0312144 | Time: 4099.85 ms [2022-03-29 04:55:15 main:574] : INFO : Epoch 2039 | loss: 0.0310814 | val_loss: 0.0312067 | Time: 4486.74 ms [2022-03-29 04:55:19 main:574] : INFO : Epoch 2040 | loss: 0.0310843 | val_loss: 0.0312141 | Time: 4475.02 ms [2022-03-29 04:55:23 main:574] : INFO : Epoch 2041 | loss: 0.0310863 | val_loss: 0.0312085 | Time: 4150.24 ms [2022-03-29 04:55:28 main:574] : INFO : Epoch 2042 | loss: 0.0310833 | val_loss: 0.0312067 | Time: 4556.01 ms [2022-03-29 04:55:32 main:574] : INFO : Epoch 2043 | loss: 0.031084 | val_loss: 0.0312084 | Time: 3881.92 ms [2022-03-29 04:55:36 main:574] : INFO : Epoch 2044 | loss: 0.0310892 | val_loss: 0.0312015 | Time: 4044.59 ms [2022-03-29 04:55:41 main:574] : INFO : Epoch 2045 | loss: 0.0310878 | val_loss: 0.0311969 | Time: 4821.01 ms [2022-03-29 04:55:45 main:574] : INFO : Epoch 2046 | loss: 0.0310804 | val_loss: 0.0312042 | Time: 4334.4 ms [2022-03-29 04:55:49 main:574] : INFO : Epoch 2047 | loss: 0.0310876 | val_loss: 0.0312016 | Time: 4322.23 ms [2022-03-29 04:55:54 main:574] : INFO : Epoch 2048 | loss: 0.0310864 | val_loss: 0.0312169 | Time: 4565.09 ms [2022-03-29 04:55:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312169 [2022-03-29 04:55:54 main:603] : INFO : Saving end state to config to file [2022-03-29 04:55:54 main:608] : INFO : Success, exiting.. 04:55:54 (1896): 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)