Task 14136643
| Name | ParityModified-1647041389-4090-3-0_0 |
| Workunit | 11201852 |
| Created | 31 Mar 2022, 11:05:23 UTC |
| Sent | 5 Apr 2022, 17:37:34 UTC |
| Report deadline | 13 Apr 2022, 17:37:34 UTC |
| Received | 11 Apr 2022, 9:40:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 26 min 34 sec |
| CPU time | 2 hours 24 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311901 | val_loss: 0.0311941 | Time: 4261.74 ms [2022-04-11 11:04:05 main:574] : INFO : Epoch 1543 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 4356.27 ms [2022-04-11 11:04:09 main:574] : INFO : Epoch 1544 | loss: 0.0311879 | val_loss: 0.0311954 | Time: 4284.97 ms [2022-04-11 11:04:14 main:574] : INFO : Epoch 1545 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 4347.51 ms [2022-04-11 11:04:18 main:574] : INFO : Epoch 1546 | loss: 0.031187 | val_loss: 0.0311958 | Time: 4309.41 ms [2022-04-11 11:04:22 main:574] : INFO : Epoch 1547 | loss: 0.0311868 | val_loss: 0.0311972 | Time: 4304.75 ms [2022-04-11 11:04:26 main:574] : INFO : Epoch 1548 | loss: 0.0311866 | val_loss: 0.0311943 | Time: 4286.09 ms [2022-04-11 11:04:31 main:574] : INFO : Epoch 1549 | loss: 0.0311861 | val_loss: 0.0311973 | Time: 4299.4 ms [2022-04-11 11:04:35 main:574] : INFO : Epoch 1550 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 4350.94 ms [2022-04-11 11:04:39 main:574] : INFO : Epoch 1551 | loss: 0.0311879 | val_loss: 0.0311954 | Time: 4260.79 ms [2022-04-11 11:04:44 main:574] : INFO : Epoch 1552 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 4289.03 ms [2022-04-11 11:04:48 main:574] : INFO : Epoch 1553 | loss: 0.0311875 | val_loss: 0.0311966 | Time: 4294.46 ms [2022-04-11 11:04:52 main:574] : INFO : Epoch 1554 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 4344.46 ms [2022-04-11 11:04:57 main:574] : INFO : Epoch 1555 | loss: 0.0311866 | val_loss: 0.0311954 | Time: 4299.9 ms [2022-04-11 11:05:01 main:574] : INFO : Epoch 1556 | loss: 0.031187 | val_loss: 0.0311989 | Time: 4315.82 ms [2022-04-11 11:05:05 main:574] : INFO : Epoch 1557 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 4322.64 ms [2022-04-11 11:05:10 main:574] : INFO : Epoch 1558 | loss: 0.0311876 | val_loss: 0.0311958 | Time: 4275.23 ms [2022-04-11 11:05:14 main:574] : INFO : Epoch 1559 | loss: 0.031188 | val_loss: 0.031201 | Time: 4369.93 ms [2022-04-11 11:05:18 main:574] : INFO : Epoch 1560 | loss: 0.0311904 | val_loss: 0.0311941 | Time: 4315.79 ms [2022-04-11 11:05:23 main:574] : INFO : Epoch 1561 | loss: 0.0311875 | val_loss: 0.0311963 | Time: 4329.89 ms [2022-04-11 11:05:27 main:574] : INFO : Epoch 1562 | loss: 0.0311884 | val_loss: 0.0311957 | Time: 4356.36 ms [2022-04-11 11:05:31 main:574] : INFO : Epoch 1563 | loss: 0.0311877 | val_loss: 0.0311943 | Time: 4340.2 ms [2022-04-11 11:05:36 main:574] : INFO : Epoch 1564 | loss: 0.0311867 | val_loss: 0.0311942 | Time: 4301.87 ms [2022-04-11 11:05:40 main:574] : INFO : Epoch 1565 | loss: 0.0311865 | val_loss: 0.0311942 | Time: 4285.91 ms [2022-04-11 11:05:44 main:574] : INFO : Epoch 1566 | loss: 0.0311863 | val_loss: 0.0311948 | Time: 4314.89 ms [2022-04-11 11:05:49 main:574] : INFO : Epoch 1567 | loss: 0.0311861 | val_loss: 0.0311967 | Time: 4323.98 ms [2022-04-11 11:05:53 main:574] : INFO : Epoch 1568 | loss: 0.0311854 | val_loss: 0.0311963 | Time: 4320.31 ms [2022-04-11 11:05:57 main:574] : INFO : Epoch 1569 | loss: 0.0311865 | val_loss: 0.0311954 | Time: 4299.85 ms [2022-04-11 11:06:02 main:574] : INFO : Epoch 1570 | loss: 0.0311869 | val_loss: 0.0311931 | Time: 4420.76 ms [2022-04-11 11:06:06 main:574] : INFO : Epoch 1571 | loss: 0.0311872 | val_loss: 0.0311949 | Time: 4447.54 ms [2022-04-11 11:06:10 main:574] : INFO : Epoch 1572 | loss: 0.0311863 | val_loss: 0.0311975 | Time: 4322.05 ms [2022-04-11 11:06:15 main:574] : INFO : Epoch 1573 | loss: 0.0311917 | val_loss: 0.0311958 | Time: 4324.38 ms [2022-04-11 11:06:19 main:574] : INFO : Epoch 1574 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 4299.06 ms [2022-04-11 11:06:23 main:574] : INFO : Epoch 1575 | loss: 0.0311893 | val_loss: 0.0311946 | Time: 4296.96 ms [2022-04-11 11:06:28 main:574] : INFO : Epoch 1576 | loss: 0.0311895 | val_loss: 0.0311946 | Time: 4276.18 ms [2022-04-11 11:06:32 main:574] : INFO : Epoch 1577 | loss: 0.0311903 | val_loss: 0.0311938 | Time: 4307 ms [2022-04-11 11:06:36 main:574] : INFO : Epoch 1578 | loss: 0.03119 | val_loss: 0.0311943 | Time: 4325.2 ms [2022-04-11 11:06:41 main:574] : INFO : Epoch 1579 | loss: 0.0311923 | val_loss: 0.0311979 | Time: 4433.83 ms [2022-04-11 11:06:45 main:574] : INFO : Epoch 1580 | loss: 0.0311971 | val_loss: 0.031199 | Time: 4336.98 ms [2022-04-11 11:06:49 main:574] : INFO : Epoch 1581 | loss: 0.0311973 | val_loss: 0.0312056 | Time: 4276.27 ms [2022-04-11 11:06:54 main:574] : INFO : Epoch 1582 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 4449.17 ms [2022-04-11 11:06:58 main:574] : INFO : Epoch 1583 | loss: 0.0312059 | val_loss: 0.0312077 | Time: 4367.61 ms [2022-04-11 11:07:02 main:574] : INFO : Epoch 1584 | loss: 0.0312052 | val_loss: 0.0312034 | Time: 4342.69 ms [2022-04-11 11:07:07 main:574] : INFO : Epoch 1585 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 4264.46 ms [2022-04-11 11:07:11 main:574] : INFO : Epoch 1586 | loss: 0.0312013 | val_loss: 0.0312015 | Time: 4292.45 ms [2022-04-11 11:07:15 main:574] : INFO : Epoch 1587 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 4320.49 ms [2022-04-11 11:07:20 main:574] : INFO : Epoch 1588 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 4334.23 ms [2022-04-11 11:07:24 main:574] : INFO : Epoch 1589 | loss: 0.0311991 | val_loss: 0.0312039 | Time: 4339.48 ms [2022-04-11 11:07:28 main:574] : INFO : Epoch 1590 | loss: 0.0311985 | val_loss: 0.0312004 | Time: 4284.18 ms [2022-04-11 11:07:33 main:574] : INFO : Epoch 1591 | loss: 0.0311971 | val_loss: 0.0312002 | Time: 4312.37 ms [2022-04-11 11:07:37 main:574] : INFO : Epoch 1592 | loss: 0.0311967 | val_loss: 0.0312007 | Time: 4236.33 ms [2022-04-11 11:07:41 main:574] : INFO : Epoch 1593 | loss: 0.0311967 | val_loss: 0.0312002 | Time: 4274.39 ms [2022-04-11 11:07:45 main:574] : INFO : Epoch 1594 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 4319.91 ms [2022-04-11 11:07:50 main:574] : INFO : Epoch 1595 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 4286.97 ms [2022-04-11 11:07:54 main:574] : INFO : Epoch 1596 | loss: 0.0311967 | val_loss: 0.0312026 | Time: 4316.78 ms [2022-04-11 11:07:58 main:574] : INFO : Epoch 1597 | loss: 0.0311983 | val_loss: 0.0312001 | Time: 4325.34 ms [2022-04-11 11:08:03 main:574] : INFO : Epoch 1598 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 4289.66 ms [2022-04-11 11:08:07 main:574] : INFO : Epoch 1599 | loss: 0.031197 | val_loss: 0.0312021 | Time: 4348.19 ms [2022-04-11 11:08:11 main:574] : INFO : Epoch 1600 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 4277.94 ms [2022-04-11 11:08:16 main:574] : INFO : Epoch 1601 | loss: 0.0311964 | val_loss: 0.0311998 | Time: 4315.04 ms [2022-04-11 11:08:20 main:574] : INFO : Epoch 1602 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 4295.61 ms [2022-04-11 11:08:24 main:574] : INFO : Epoch 1603 | loss: 0.0311957 | val_loss: 0.0312005 | Time: 4300.75 ms [2022-04-11 11:08:29 main:574] : INFO : Epoch 1604 | loss: 0.0311949 | val_loss: 0.0312001 | Time: 4331.4 ms [2022-04-11 11:08:33 main:574] : INFO : Epoch 1605 | loss: 0.0311946 | val_loss: 0.0312004 | Time: 4307.96 ms [2022-04-11 11:08:37 main:574] : INFO : Epoch 1606 | loss: 0.0311955 | val_loss: 0.031201 | Time: 4327.3 ms [2022-04-11 11:08:42 main:574] : INFO : Epoch 1607 | loss: 0.031195 | val_loss: 0.0312001 | Time: 4306.91 ms [2022-04-11 11:08:46 main:574] : INFO : Epoch 1608 | loss: 0.0311948 | val_loss: 0.0311996 | Time: 4321.1 ms [2022-04-11 11:08:50 main:574] : INFO : Epoch 1609 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 4281.7 ms [2022-04-11 11:08:54 main:574] : INFO : Epoch 1610 | loss: 0.0311947 | val_loss: 0.0311985 | Time: 4335.06 ms [2022-04-11 11:08:59 main:574] : INFO : Epoch 1611 | loss: 0.0311937 | val_loss: 0.0311993 | Time: 4268.17 ms [2022-04-11 11:09:03 main:574] : INFO : Epoch 1612 | loss: 0.0311942 | val_loss: 0.0312 | Time: 4281.15 ms [2022-04-11 11:09:07 main:574] : INFO : Epoch 1613 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 4274.43 ms [2022-04-11 11:09:12 main:574] : INFO : Epoch 1614 | loss: 0.0311937 | val_loss: 0.0312001 | Time: 4310.23 ms [2022-04-11 11:09:16 main:574] : INFO : Epoch 1615 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 4265.98 ms [2022-04-11 11:09:20 main:574] : INFO : Epoch 1616 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 4306.52 ms [2022-04-11 11:09:25 main:574] : INFO : Epoch 1617 | loss: 0.031194 | val_loss: 0.0311993 | Time: 4331.51 ms [2022-04-11 11:09:29 main:574] : INFO : Epoch 1618 | loss: 0.0311938 | val_loss: 0.0311999 | Time: 4290.69 ms [2022-04-11 11:09:33 main:574] : INFO : Epoch 1619 | loss: 0.0311935 | val_loss: 0.0311989 | Time: 4320.11 ms [2022-04-11 11:09:38 main:574] : INFO : Epoch 1620 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 4305.38 ms [2022-04-11 11:09:42 main:574] : INFO : Epoch 1621 | loss: 0.0311939 | val_loss: 0.0311982 | Time: 4369.68 ms [2022-04-11 11:09:46 main:574] : INFO : Epoch 1622 | loss: 0.0311949 | val_loss: 0.0312061 | Time: 4304.05 ms [2022-04-11 11:09:50 main:574] : INFO : Epoch 1623 | loss: 0.0311951 | val_loss: 0.0312 | Time: 4271.24 ms [2022-04-11 11:09:55 main:574] : INFO : Epoch 1624 | loss: 0.0311974 | val_loss: 0.0312023 | Time: 4320.43 ms [2022-04-11 11:09:59 main:574] : INFO : Epoch 1625 | loss: 0.0311975 | val_loss: 0.031199 | Time: 4301.9 ms [2022-04-11 11:10:03 main:574] : INFO : Epoch 1626 | loss: 0.0311961 | val_loss: 0.0311994 | Time: 4350.13 ms [2022-04-11 11:10:08 main:574] : INFO : Epoch 1627 | loss: 0.0311965 | val_loss: 0.0311992 | Time: 4289.71 ms [2022-04-11 11:10:12 main:574] : INFO : Epoch 1628 | loss: 0.0311952 | val_loss: 0.031202 | Time: 4289.64 ms [2022-04-11 11:10:16 main:574] : INFO : Epoch 1629 | loss: 0.0311956 | val_loss: 0.0312011 | Time: 4290.61 ms [2022-04-11 11:10:21 main:574] : INFO : Epoch 1630 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 4328.69 ms [2022-04-11 11:10:25 main:574] : INFO : Epoch 1631 | loss: 0.0311963 | val_loss: 0.0311986 | Time: 4290.78 ms [2022-04-11 11:10:29 main:574] : INFO : Epoch 1632 | loss: 0.0311944 | val_loss: 0.0312049 | Time: 4314.64 ms [2022-04-11 11:10:34 main:574] : INFO : Epoch 1633 | loss: 0.0311999 | val_loss: 0.031199 | Time: 4316.18 ms [2022-04-11 11:10:38 main:574] : INFO : Epoch 1634 | loss: 0.0311945 | val_loss: 0.0311987 | Time: 4327.5 ms [2022-04-11 11:10:42 main:574] : INFO : Epoch 1635 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 4303.15 ms [2022-04-11 11:10:47 main:574] : INFO : Epoch 1636 | loss: 0.0311935 | val_loss: 0.0311991 | Time: 4314.2 ms [2022-04-11 11:10:51 main:574] : INFO : Epoch 1637 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 4280.17 ms [2022-04-11 11:10:55 main:574] : INFO : Epoch 1638 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 4286.39 ms [2022-04-11 11:10:59 main:574] : INFO : Epoch 1639 | loss: 0.0311937 | val_loss: 0.0311977 | Time: 4271.33 ms [2022-04-11 11:11:04 main:574] : INFO : Epoch 1640 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 4302.6 ms [2022-04-11 11:11:08 main:574] : INFO : Epoch 1641 | loss: 0.0311928 | val_loss: 0.0311966 | Time: 4324.52 ms [2022-04-11 11:11:12 main:574] : INFO : Epoch 1642 | loss: 0.0311926 | val_loss: 0.0311995 | Time: 4348.99 ms [2022-04-11 11:11:17 main:574] : INFO : Epoch 1643 | loss: 0.0311925 | val_loss: 0.0311958 | Time: 4289.12 ms [2022-04-11 11:11:21 main:574] : INFO : Epoch 1644 | loss: 0.0311912 | val_loss: 0.0311992 | Time: 4311.04 ms [2022-04-11 11:11:25 main:574] : INFO : Epoch 1645 | loss: 0.0311927 | val_loss: 0.0311977 | Time: 4302.21 ms [2022-04-11 11:11:30 main:574] : INFO : Epoch 1646 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 4309.22 ms [2022-04-11 11:11:34 main:574] : INFO : Epoch 1647 | loss: 0.0311932 | val_loss: 0.031198 | Time: 4304.29 ms [2022-04-11 11:11:38 main:574] : INFO : Epoch 1648 | loss: 0.0311937 | val_loss: 0.031197 | Time: 4284.74 ms [2022-04-11 11:11:43 main:574] : INFO : Epoch 1649 | loss: 0.0311909 | val_loss: 0.0311976 | Time: 4301.86 ms [2022-04-11 11:11:47 main:574] : INFO : Epoch 1650 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 4280.91 ms [2022-04-11 11:11:51 main:574] : INFO : Epoch 1651 | loss: 0.0311916 | val_loss: 0.0312002 | Time: 4272.13 ms [2022-04-11 11:11:55 main:574] : INFO : Epoch 1652 | loss: 0.0311943 | val_loss: 0.0312065 | Time: 4273.57 ms [2022-04-11 11:12:00 main:574] : INFO : Epoch 1653 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 4404.82 ms [2022-04-11 11:12:04 main:574] : INFO : Epoch 1654 | loss: 0.0311923 | val_loss: 0.0312057 | Time: 4290.13 ms [2022-04-11 11:12:08 main:574] : INFO : Epoch 1655 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 4341.11 ms [2022-04-11 11:12:13 main:574] : INFO : Epoch 1656 | loss: 0.0311899 | val_loss: 0.0311987 | Time: 4309.13 ms [2022-04-11 11:12:17 main:574] : INFO : Epoch 1657 | loss: 0.0311907 | val_loss: 0.0312 | Time: 4302.72 ms [2022-04-11 11:12:21 main:574] : INFO : Epoch 1658 | loss: 0.0311895 | val_loss: 0.0311952 | Time: 4358.66 ms [2022-04-11 11:12:26 main:574] : INFO : Epoch 1659 | loss: 0.0311897 | val_loss: 0.031195 | Time: 4308.05 ms [2022-04-11 11:12:30 main:574] : INFO : Epoch 1660 | loss: 0.0311891 | val_loss: 0.0311949 | Time: 4310.58 ms [2022-04-11 11:12:34 main:574] : INFO : Epoch 1661 | loss: 0.031188 | val_loss: 0.0311959 | Time: 4316.68 ms [2022-04-11 11:12:39 main:574] : INFO : Epoch 1662 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 4251.06 ms [2022-04-11 11:12:43 main:574] : INFO : Epoch 1663 | loss: 0.031191 | val_loss: 0.0311949 | Time: 4343.1 ms [2022-04-11 11:12:47 main:574] : INFO : Epoch 1664 | loss: 0.0311911 | val_loss: 0.0312031 | Time: 4287.65 ms [2022-04-11 11:12:52 main:574] : INFO : Epoch 1665 | loss: 0.0311898 | val_loss: 0.0311973 | Time: 4315.99 ms [2022-04-11 11:12:56 main:574] : INFO : Epoch 1666 | loss: 0.0311901 | val_loss: 0.0311961 | Time: 4291.53 ms [2022-04-11 11:13:00 main:574] : INFO : Epoch 1667 | loss: 0.0311879 | val_loss: 0.0311941 | Time: 4308.03 ms [2022-04-11 11:13:04 main:574] : INFO : Epoch 1668 | loss: 0.0311877 | val_loss: 0.0311966 | Time: 4303.78 ms [2022-04-11 11:13:09 main:574] : INFO : Epoch 1669 | loss: 0.0311876 | val_loss: 0.0311944 | Time: 4301.36 ms [2022-04-11 11:13:13 main:574] : INFO : Epoch 1670 | loss: 0.0311882 | val_loss: 0.0311953 | Time: 4331.41 ms [2022-04-11 11:13:17 main:574] : INFO : Epoch 1671 | loss: 0.031189 | val_loss: 0.0311965 | Time: 4295.77 ms [2022-04-11 11:13:22 main:574] : INFO : Epoch 1672 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 4305.47 ms [2022-04-11 11:13:26 main:574] : INFO : Epoch 1673 | loss: 0.0311885 | val_loss: 0.0311967 | Time: 4308.48 ms [2022-04-11 11:13:30 main:574] : INFO : Epoch 1674 | loss: 0.0311887 | val_loss: 0.0311968 | Time: 4299.78 ms [2022-04-11 11:13:35 main:574] : INFO : Epoch 1675 | loss: 0.0311887 | val_loss: 0.0311969 | Time: 4310.03 ms [2022-04-11 11:13:39 main:574] : INFO : Epoch 1676 | loss: 0.0311894 | val_loss: 0.0311967 | Time: 4295.66 ms [2022-04-11 11:13:43 main:574] : INFO : Epoch 1677 | loss: 0.0311887 | val_loss: 0.0311965 | Time: 4319.75 ms [2022-04-11 11:13:48 main:574] : INFO : Epoch 1678 | loss: 0.0311892 | val_loss: 0.0311954 | Time: 4331.31 ms [2022-04-11 11:13:52 main:574] : INFO : Epoch 1679 | loss: 0.0311895 | val_loss: 0.0311956 | Time: 4319.31 ms [2022-04-11 11:13:56 main:574] : INFO : Epoch 1680 | loss: 0.0311879 | val_loss: 0.0311957 | Time: 4337.28 ms [2022-04-11 11:14:01 main:574] : INFO : Epoch 1681 | loss: 0.0311882 | val_loss: 0.0311958 | Time: 4305.77 ms [2022-04-11 11:14:05 main:574] : INFO : Epoch 1682 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 4285.89 ms [2022-04-11 11:14:09 main:574] : INFO : Epoch 1683 | loss: 0.0311875 | val_loss: 0.0311953 | Time: 4287.42 ms [2022-04-11 11:14:13 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 4318.98 ms [2022-04-11 11:14:18 main:574] : INFO : Epoch 1685 | loss: 0.0311893 | val_loss: 0.0311951 | Time: 4353.15 ms [2022-04-11 11:14:22 main:574] : INFO : Epoch 1686 | loss: 0.0311886 | val_loss: 0.0311944 | Time: 4283.29 ms [2022-04-11 11:14:26 main:574] : INFO : Epoch 1687 | loss: 0.0311872 | val_loss: 0.0311942 | Time: 4332.31 ms [2022-04-11 11:14:31 main:574] : INFO : Epoch 1688 | loss: 0.0311882 | val_loss: 0.0312016 | Time: 4267.14 ms [2022-04-11 11:14:35 main:574] : INFO : Epoch 1689 | loss: 0.0311895 | val_loss: 0.0311973 | Time: 4303.18 ms [2022-04-11 11:14:39 main:574] : INFO : Epoch 1690 | loss: 0.0311882 | val_loss: 0.0311954 | Time: 4320.38 ms [2022-04-11 11:14:44 main:574] : INFO : Epoch 1691 | loss: 0.0311897 | val_loss: 0.0311977 | Time: 4333.85 ms [2022-04-11 11:14:48 main:574] : INFO : Epoch 1692 | loss: 0.0311912 | val_loss: 0.0311979 | Time: 4338.13 ms [2022-04-11 11:14:52 main:574] : INFO : Epoch 1693 | loss: 0.0311912 | val_loss: 0.0311961 | Time: 4245.62 ms [2022-04-11 11:14:57 main:574] : INFO : Epoch 1694 | loss: 0.0311935 | val_loss: 0.0311973 | Time: 4322.55 ms [2022-04-11 11:15:01 main:574] : INFO : Epoch 1695 | loss: 0.0311914 | val_loss: 0.0311985 | Time: 4299.87 ms [2022-04-11 11:15:05 main:574] : INFO : Epoch 1696 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 4271.28 ms [2022-04-11 11:15:10 main:574] : INFO : Epoch 1697 | loss: 0.0311918 | val_loss: 0.0311997 | Time: 4282.62 ms [2022-04-11 11:15:14 main:574] : INFO : Epoch 1698 | loss: 0.0311921 | val_loss: 0.0311981 | Time: 4258.32 ms [2022-04-11 11:15:18 main:574] : INFO : Epoch 1699 | loss: 0.0311931 | val_loss: 0.0311971 | Time: 4320.36 ms [2022-04-11 11:15:22 main:574] : INFO : Epoch 1700 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 4253.12 ms [2022-04-11 11:15:27 main:574] : INFO : Epoch 1701 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 4319.91 ms [2022-04-11 11:15:31 main:574] : INFO : Epoch 1702 | loss: 0.0311951 | val_loss: 0.0312019 | Time: 4329.99 ms [2022-04-11 11:15:35 main:574] : INFO : Epoch 1703 | loss: 0.0311936 | val_loss: 0.0311964 | Time: 4335.98 ms [2022-04-11 11:15:40 main:574] : INFO : Epoch 1704 | loss: 0.031191 | val_loss: 0.0311959 | Time: 4299.81 ms [2022-04-11 11:15:44 main:574] : INFO : Epoch 1705 | loss: 0.0311901 | val_loss: 0.031195 | Time: 4292.48 ms [2022-04-11 11:15:48 main:574] : INFO : Epoch 1706 | loss: 0.0311889 | val_loss: 0.0311955 | Time: 4306.99 ms [2022-04-11 11:15:53 main:574] : INFO : Epoch 1707 | loss: 0.0311893 | val_loss: 0.0311977 | Time: 4298.26 ms [2022-04-11 11:15:57 main:574] : INFO : Epoch 1708 | loss: 0.0311918 | val_loss: 0.0311992 | Time: 4300.76 ms [2022-04-11 11:16:01 main:574] : INFO : Epoch 1709 | loss: 0.0311897 | val_loss: 0.0311951 | Time: 4296.94 ms [2022-04-11 11:16:05 main:574] : INFO : Epoch 1710 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 4269.14 ms [2022-04-11 11:16:10 main:574] : INFO : Epoch 1711 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 4309.98 ms [2022-04-11 11:16:14 main:574] : INFO : Epoch 1712 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 4268.03 ms [2022-04-11 11:16:18 main:574] : INFO : Epoch 1713 | loss: 0.0311891 | val_loss: 0.0311926 | Time: 4281.34 ms [2022-04-11 11:16:23 main:574] : INFO : Epoch 1714 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 4302.1 ms [2022-04-11 11:16:27 main:574] : INFO : Epoch 1715 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 4287.68 ms [2022-04-11 11:16:31 main:574] : INFO : Epoch 1716 | loss: 0.0311881 | val_loss: 0.0311948 | Time: 4303.57 ms [2022-04-11 11:16:36 main:574] : INFO : Epoch 1717 | loss: 0.0311891 | val_loss: 0.0311956 | Time: 4290.21 ms [2022-04-11 11:16:40 main:574] : INFO : Epoch 1718 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 4324.98 ms [2022-04-11 11:16:44 main:574] : INFO : Epoch 1719 | loss: 0.0311913 | val_loss: 0.0311951 | Time: 4311.53 ms [2022-04-11 11:16:48 main:574] : INFO : Epoch 1720 | loss: 0.0311916 | val_loss: 0.0311948 | Time: 4269.08 ms [2022-04-11 11:16:53 main:574] : INFO : Epoch 1721 | loss: 0.0311895 | val_loss: 0.0311971 | Time: 4288.53 ms [2022-04-11 11:16:57 main:574] : INFO : Epoch 1722 | loss: 0.031194 | val_loss: 0.0311995 | Time: 4354.75 ms [2022-04-11 11:17:01 main:574] : INFO : Epoch 1723 | loss: 0.031193 | val_loss: 0.0311986 | Time: 4312.41 ms [2022-04-11 11:17:06 main:574] : INFO : Epoch 1724 | loss: 0.0311921 | val_loss: 0.0311977 | Time: 4249.9 ms [2022-04-11 11:17:10 main:574] : INFO : Epoch 1725 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 4292.07 ms [2022-04-11 11:17:14 main:574] : INFO : Epoch 1726 | loss: 0.0311928 | val_loss: 0.0311997 | Time: 4302.25 ms [2022-04-11 11:17:19 main:574] : INFO : Epoch 1727 | loss: 0.0311922 | val_loss: 0.0311966 | Time: 4327.71 ms [2022-04-11 11:17:23 main:574] : INFO : Epoch 1728 | loss: 0.0311916 | val_loss: 0.0311997 | Time: 4281.43 ms [2022-04-11 11:17:27 main:574] : INFO : Epoch 1729 | loss: 0.0311947 | val_loss: 0.031198 | Time: 4299.43 ms [2022-04-11 11:17:31 main:574] : INFO : Epoch 1730 | loss: 0.031194 | val_loss: 0.0311978 | Time: 4280.82 ms [2022-04-11 11:17:36 main:574] : INFO : Epoch 1731 | loss: 0.0311927 | val_loss: 0.0311999 | Time: 4281.67 ms [2022-04-11 11:17:40 main:574] : INFO : Epoch 1732 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 4246.5 ms [2022-04-11 11:17:44 main:574] : INFO : Epoch 1733 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 4298.87 ms [2022-04-11 11:17:49 main:574] : INFO : Epoch 1734 | loss: 0.0311913 | val_loss: 0.0311975 | Time: 4312.85 ms [2022-04-11 11:17:53 main:574] : INFO : Epoch 1735 | loss: 0.0311914 | val_loss: 0.031199 | Time: 4301.14 ms [2022-04-11 11:17:57 main:574] : INFO : Epoch 1736 | loss: 0.0311899 | val_loss: 0.0311979 | Time: 4324.06 ms [2022-04-11 11:18:02 main:574] : INFO : Epoch 1737 | loss: 0.0311902 | val_loss: 0.0311996 | Time: 4367.11 ms [2022-04-11 11:18:06 main:574] : INFO : Epoch 1738 | loss: 0.0311906 | val_loss: 0.0311979 | Time: 4334.81 ms [2022-04-11 11:18:10 main:574] : INFO : Epoch 1739 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 4287.39 ms [2022-04-11 11:18:15 main:574] : INFO : Epoch 1740 | loss: 0.0311917 | val_loss: 0.0311983 | Time: 4456.17 ms [2022-04-11 11:18:19 main:574] : INFO : Epoch 1741 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 4247.08 ms [2022-04-11 11:18:23 main:574] : INFO : Epoch 1742 | loss: 0.0311901 | val_loss: 0.031196 | Time: 4301.41 ms [2022-04-11 11:18:28 main:574] : INFO : Epoch 1743 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 4283.56 ms [2022-04-11 11:18:32 main:574] : INFO : Epoch 1744 | loss: 0.0311899 | val_loss: 0.0311962 | Time: 4307.56 ms [2022-04-11 11:18:36 main:574] : INFO : Epoch 1745 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 4354.84 ms [2022-04-11 11:18:41 main:574] : INFO : Epoch 1746 | loss: 0.0311889 | val_loss: 0.0311974 | Time: 4315.33 ms [2022-04-11 11:18:45 main:574] : INFO : Epoch 1747 | loss: 0.0311884 | val_loss: 0.0311959 | Time: 4301.63 ms [2022-04-11 11:18:49 main:574] : INFO : Epoch 1748 | loss: 0.0311891 | val_loss: 0.0311979 | Time: 4296.72 ms [2022-04-11 11:18:53 main:574] : INFO : Epoch 1749 | loss: 0.0311903 | val_loss: 0.0311977 | Time: 4299.48 ms [2022-04-11 11:18:58 main:574] : INFO : Epoch 1750 | loss: 0.0311923 | val_loss: 0.0311994 | Time: 4271.78 ms [2022-04-11 11:19:02 main:574] : INFO : Epoch 1751 | loss: 0.0311912 | val_loss: 0.0311988 | Time: 4260.98 ms [2022-04-11 11:19:06 main:574] : INFO : Epoch 1752 | loss: 0.0311908 | val_loss: 0.0311987 | Time: 4317.35 ms [2022-04-11 11:19:11 main:574] : INFO : Epoch 1753 | loss: 0.0311909 | val_loss: 0.0311988 | Time: 4324.8 ms [2022-04-11 11:19:15 main:574] : INFO : Epoch 1754 | loss: 0.0311923 | val_loss: 0.0311989 | Time: 4240.12 ms [2022-04-11 11:19:19 main:574] : INFO : Epoch 1755 | loss: 0.0311902 | val_loss: 0.0311965 | Time: 4316.65 ms [2022-04-11 11:19:24 main:574] : INFO : Epoch 1756 | loss: 0.0311909 | val_loss: 0.0311961 | Time: 4292.5 ms [2022-04-11 11:19:28 main:574] : INFO : Epoch 1757 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 4295.71 ms [2022-04-11 11:19:32 main:574] : INFO : Epoch 1758 | loss: 0.0311889 | val_loss: 0.0311955 | Time: 4292.88 ms [2022-04-11 11:19:36 main:574] : INFO : Epoch 1759 | loss: 0.0311896 | val_loss: 0.0311977 | Time: 4324.89 ms [2022-04-11 11:19:41 main:574] : INFO : Epoch 1760 | loss: 0.03119 | val_loss: 0.0311963 | Time: 4337.09 ms [2022-04-11 11:19:45 main:574] : INFO : Epoch 1761 | loss: 0.0311885 | val_loss: 0.0311967 | Time: 4218.98 ms [2022-04-11 11:19:49 main:574] : INFO : Epoch 1762 | loss: 0.031189 | val_loss: 0.0311972 | Time: 4333.27 ms [2022-04-11 11:19:54 main:574] : INFO : Epoch 1763 | loss: 0.0311895 | val_loss: 0.0311955 | Time: 4307.83 ms [2022-04-11 11:19:58 main:574] : INFO : Epoch 1764 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 4322.72 ms [2022-04-11 11:20:02 main:574] : INFO : Epoch 1765 | loss: 0.03119 | val_loss: 0.0312016 | Time: 4321.79 ms [2022-04-11 11:20:07 main:574] : INFO : Epoch 1766 | loss: 0.0312021 | val_loss: 0.0312047 | Time: 4326.8 ms [2022-04-11 11:20:11 main:574] : INFO : Epoch 1767 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 4274.85 ms [2022-04-11 11:20:15 main:574] : INFO : Epoch 1768 | loss: 0.0312019 | val_loss: 0.0312074 | Time: 4258.65 ms [2022-04-11 11:20:20 main:574] : INFO : Epoch 1769 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 4340.98 ms [2022-04-11 11:20:24 main:574] : INFO : Epoch 1770 | loss: 0.0312036 | val_loss: 0.0312069 | Time: 4277.32 ms [2022-04-11 11:20:28 main:574] : INFO : Epoch 1771 | loss: 0.0312005 | val_loss: 0.0312022 | Time: 4275.93 ms [2022-04-11 11:20:32 main:574] : INFO : Epoch 1772 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 4279.54 ms [2022-04-11 11:20:37 main:574] : INFO : Epoch 1773 | loss: 0.031198 | val_loss: 0.0312003 | Time: 4319.41 ms [2022-04-11 11:20:41 main:574] : INFO : Epoch 1774 | loss: 0.0311968 | val_loss: 0.0312001 | Time: 4291.48 ms [2022-04-11 11:20:45 main:574] : INFO : Epoch 1775 | loss: 0.0311967 | val_loss: 0.0312031 | Time: 4315.5 ms [2022-04-11 11:20:50 main:574] : INFO : Epoch 1776 | loss: 0.0311979 | val_loss: 0.0311998 | Time: 4295.16 ms [2022-04-11 11:20:54 main:574] : INFO : Epoch 1777 | loss: 0.0311992 | val_loss: 0.0312032 | Time: 4274.2 ms [2022-04-11 11:20:58 main:574] : INFO : Epoch 1778 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 4283.48 ms [2022-04-11 11:21:02 main:574] : INFO : Epoch 1779 | loss: 0.0311953 | val_loss: 0.0311982 | Time: 4277.73 ms [2022-04-11 11:21:07 main:574] : INFO : Epoch 1780 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 4293.54 ms [2022-04-11 11:21:11 main:574] : INFO : Epoch 1781 | loss: 0.0311961 | val_loss: 0.0311994 | Time: 4304.05 ms [2022-04-11 11:21:15 main:574] : INFO : Epoch 1782 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 4306.02 ms [2022-04-11 11:21:20 main:574] : INFO : Epoch 1783 | loss: 0.0312002 | val_loss: 0.0311996 | Time: 4303.28 ms [2022-04-11 11:21:24 main:574] : INFO : Epoch 1784 | loss: 0.031198 | val_loss: 0.0311997 | Time: 4299.6 ms [2022-04-11 11:21:28 main:574] : INFO : Epoch 1785 | loss: 0.0311959 | val_loss: 0.0311998 | Time: 4316.33 ms [2022-04-11 11:21:33 main:574] : INFO : Epoch 1786 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 4240.32 ms [2022-04-11 11:21:37 main:574] : INFO : Epoch 1787 | loss: 0.0311953 | val_loss: 0.0312033 | Time: 4286.84 ms [2022-04-11 11:21:41 main:574] : INFO : Epoch 1788 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 4268.74 ms [2022-04-11 11:21:45 main:574] : INFO : Epoch 1789 | loss: 0.0311939 | val_loss: 0.0311965 | Time: 4312.58 ms [2022-04-11 11:21:50 main:574] : INFO : Epoch 1790 | loss: 0.031193 | val_loss: 0.0311957 | Time: 4198.76 ms [2022-04-11 11:21:54 main:574] : INFO : Epoch 1791 | loss: 0.0311932 | val_loss: 0.0311955 | Time: 4333.26 ms [2022-04-11 11:21:58 main:574] : INFO : Epoch 1792 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 4383.75 ms [2022-04-11 11:22:03 main:574] : INFO : Epoch 1793 | loss: 0.0311923 | val_loss: 0.031199 | Time: 4272.87 ms [2022-04-11 11:22:07 main:574] : INFO : Epoch 1794 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 4278.51 ms [2022-04-11 11:22:11 main:574] : INFO : Epoch 1795 | loss: 0.0311959 | val_loss: 0.0312001 | Time: 4334.82 ms [2022-04-11 11:22:16 main:574] : INFO : Epoch 1796 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 4314.91 ms [2022-04-11 11:22:20 main:574] : INFO : Epoch 1797 | loss: 0.0311955 | val_loss: 0.0311993 | Time: 4267.66 ms [2022-04-11 11:22:24 main:574] : INFO : Epoch 1798 | loss: 0.0311944 | val_loss: 0.0312009 | Time: 4294.66 ms [2022-04-11 11:22:28 main:574] : INFO : Epoch 1799 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 4326.58 ms [2022-04-11 11:22:33 main:574] : INFO : Epoch 1800 | loss: 0.0311956 | val_loss: 0.0311987 | Time: 4297.36 ms [2022-04-11 11:22:37 main:574] : INFO : Epoch 1801 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 4319.13 ms [2022-04-11 11:22:41 main:574] : INFO : Epoch 1802 | loss: 0.0311949 | val_loss: 0.0311986 | Time: 4300.86 ms [2022-04-11 11:22:46 main:574] : INFO : Epoch 1803 | loss: 0.0311945 | val_loss: 0.0311995 | Time: 4266.8 ms [2022-04-11 11:22:50 main:574] : INFO : Epoch 1804 | loss: 0.0311933 | val_loss: 0.0311985 | Time: 4347.73 ms [2022-04-11 11:22:54 main:574] : INFO : Epoch 1805 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 4273.78 ms [2022-04-11 11:22:59 main:574] : INFO : Epoch 1806 | loss: 0.0311936 | val_loss: 0.0311981 | Time: 4337.33 ms [2022-04-11 11:23:03 main:574] : INFO : Epoch 1807 | loss: 0.0311933 | val_loss: 0.0311984 | Time: 4333.95 ms [2022-04-11 11:23:07 main:574] : INFO : Epoch 1808 | loss: 0.031194 | val_loss: 0.0312005 | Time: 4335.05 ms [2022-04-11 11:23:12 main:574] : INFO : Epoch 1809 | loss: 0.0311939 | val_loss: 0.0311985 | Time: 4304.01 ms [2022-04-11 11:23:16 main:574] : INFO : Epoch 1810 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 4318.31 ms [2022-04-11 11:23:20 main:574] : INFO : Epoch 1811 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 4280.09 ms [2022-04-11 11:23:25 main:574] : INFO : Epoch 1812 | loss: 0.0311951 | val_loss: 0.0311983 | Time: 4294.55 ms [2022-04-11 11:23:29 main:574] : INFO : Epoch 1813 | loss: 0.0311933 | val_loss: 0.0311983 | Time: 4305.84 ms [2022-04-11 11:23:33 main:574] : INFO : Epoch 1814 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 4307.12 ms [2022-04-11 11:23:37 main:574] : INFO : Epoch 1815 | loss: 0.0311936 | val_loss: 0.0311981 | Time: 4283.67 ms [2022-04-11 11:23:42 main:574] : INFO : Epoch 1816 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 4308.16 ms [2022-04-11 11:23:46 main:574] : INFO : Epoch 1817 | loss: 0.0311917 | val_loss: 0.0312003 | Time: 4299.52 ms [2022-04-11 11:23:50 main:574] : INFO : Epoch 1818 | loss: 0.0311933 | val_loss: 0.0312013 | Time: 4284.8 ms [2022-04-11 11:23:55 main:574] : INFO : Epoch 1819 | loss: 0.0311998 | val_loss: 0.0312289 | Time: 4315.88 ms [2022-04-11 11:23:59 main:574] : INFO : Epoch 1820 | loss: 0.0334087 | val_loss: 0.0317448 | Time: 4287.58 ms [2022-04-11 11:24:03 main:574] : INFO : Epoch 1821 | loss: 0.0376372 | val_loss: 0.0321891 | Time: 4364.96 ms [2022-04-11 11:24:08 main:574] : INFO : Epoch 1822 | loss: 0.0319772 | val_loss: 0.031472 | Time: 4288.1 ms [2022-04-11 11:24:12 main:574] : INFO : Epoch 1823 | loss: 0.031368 | val_loss: 0.031278 | Time: 4286.4 ms [2022-04-11 11:24:16 main:574] : INFO : Epoch 1824 | loss: 0.0312653 | val_loss: 0.0312431 | Time: 4366.62 ms [2022-04-11 11:24:21 main:574] : INFO : Epoch 1825 | loss: 0.0312387 | val_loss: 0.03123 | Time: 4332.65 ms [2022-04-11 11:24:25 main:574] : INFO : Epoch 1826 | loss: 0.0312256 | val_loss: 0.0312193 | Time: 4298.36 ms [2022-04-11 11:24:29 main:574] : INFO : Epoch 1827 | loss: 0.0312148 | val_loss: 0.0312111 | Time: 4251.75 ms [2022-04-11 11:24:33 main:574] : INFO : Epoch 1828 | loss: 0.0312075 | val_loss: 0.0312059 | Time: 4304.69 ms [2022-04-11 11:24:38 main:574] : INFO : Epoch 1829 | loss: 0.0312039 | val_loss: 0.0312043 | Time: 4299.59 ms [2022-04-11 11:24:42 main:574] : INFO : Epoch 1830 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 4293.2 ms [2022-04-11 11:24:46 main:574] : INFO : Epoch 1831 | loss: 0.031203 | val_loss: 0.0312049 | Time: 4292.48 ms [2022-04-11 11:24:51 main:574] : INFO : Epoch 1832 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 4332.42 ms [2022-04-11 11:24:55 main:574] : INFO : Epoch 1833 | loss: 0.0312009 | val_loss: 0.0312032 | Time: 4319.42 ms [2022-04-11 11:24:59 main:574] : INFO : Epoch 1834 | loss: 0.0311992 | val_loss: 0.0312025 | Time: 4276.77 ms [2022-04-11 11:25:04 main:574] : INFO : Epoch 1835 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 4274.73 ms [2022-04-11 11:25:08 main:574] : INFO : Epoch 1836 | loss: 0.0311989 | val_loss: 0.0312022 | Time: 4309.52 ms [2022-04-11 11:25:12 main:574] : INFO : Epoch 1837 | loss: 0.0311988 | val_loss: 0.0312017 | Time: 4310.37 ms [2022-04-11 11:25:17 main:574] : INFO : Epoch 1838 | loss: 0.0311978 | val_loss: 0.0312014 | Time: 4293.12 ms [2022-04-11 11:25:21 main:574] : INFO : Epoch 1839 | loss: 0.0311974 | val_loss: 0.0312003 | Time: 4301.16 ms [2022-04-11 11:25:25 main:574] : INFO : Epoch 1840 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 4318.24 ms [2022-04-11 11:25:29 main:574] : INFO : Epoch 1841 | loss: 0.0311976 | val_loss: 0.0312007 | Time: 4330.5 ms [2022-04-11 11:25:34 main:574] : INFO : Epoch 1842 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 4343.38 ms [2022-04-11 11:25:38 main:574] : INFO : Epoch 1843 | loss: 0.0311956 | val_loss: 0.0311994 | Time: 4297.72 ms [2022-04-11 11:25:43 main:574] : INFO : Epoch 1844 | loss: 0.0311947 | val_loss: 0.031199 | Time: 4461.38 ms [2022-04-11 11:25:47 main:574] : INFO : Epoch 1845 | loss: 0.0311944 | val_loss: 0.031199 | Time: 4433.68 ms [2022-04-11 11:25:51 main:574] : INFO : Epoch 1846 | loss: 0.0311949 | val_loss: 0.031199 | Time: 4333.42 ms [2022-04-11 11:25:56 main:574] : INFO : Epoch 1847 | loss: 0.0311941 | val_loss: 0.0311987 | Time: 4319.48 ms [2022-04-11 11:26:00 main:574] : INFO : Epoch 1848 | loss: 0.0311939 | val_loss: 0.0311993 | Time: 4287.5 ms [2022-04-11 11:26:04 main:574] : INFO : Epoch 1849 | loss: 0.0311941 | val_loss: 0.0311999 | Time: 4316.32 ms [2022-04-11 11:26:09 main:574] : INFO : Epoch 1850 | loss: 0.0311934 | val_loss: 0.031199 | Time: 4358.37 ms [2022-04-11 11:26:13 main:574] : INFO : Epoch 1851 | loss: 0.0311933 | val_loss: 0.0311994 | Time: 4346.23 ms [2022-04-11 11:26:17 main:574] : INFO : Epoch 1852 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 4325.93 ms [2022-04-11 11:26:22 main:574] : INFO : Epoch 1853 | loss: 0.0311931 | val_loss: 0.0311982 | Time: 4347.55 ms [2022-04-11 11:26:26 main:574] : INFO : Epoch 1854 | loss: 0.031193 | val_loss: 0.0311985 | Time: 4379.36 ms [2022-04-11 11:26:30 main:574] : INFO : Epoch 1855 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 4293.72 ms [2022-04-11 11:26:35 main:574] : INFO : Epoch 1856 | loss: 0.0311923 | val_loss: 0.031198 | Time: 4323.89 ms [2022-04-11 11:26:39 main:574] : INFO : Epoch 1857 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 4255.45 ms [2022-04-11 11:26:43 main:574] : INFO : Epoch 1858 | loss: 0.0311917 | val_loss: 0.0311973 | Time: 4248.76 ms [2022-04-11 11:26:48 main:574] : INFO : Epoch 1859 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 4320.46 ms [2022-04-11 11:26:52 main:574] : INFO : Epoch 1860 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 4309.3 ms [2022-04-11 11:26:56 main:574] : INFO : Epoch 1861 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 4305.94 ms [2022-04-11 11:27:01 main:574] : INFO : Epoch 1862 | loss: 0.0311917 | val_loss: 0.0311981 | Time: 4335.8 ms [2022-04-11 11:27:05 main:574] : INFO : Epoch 1863 | loss: 0.0311918 | val_loss: 0.0311977 | Time: 4337.24 ms [2022-04-11 11:27:09 main:574] : INFO : Epoch 1864 | loss: 0.0311915 | val_loss: 0.0311973 | Time: 4267.5 ms [2022-04-11 11:27:13 main:574] : INFO : Epoch 1865 | loss: 0.031191 | val_loss: 0.0311985 | Time: 4265.12 ms [2022-04-11 11:27:18 main:574] : INFO : Epoch 1866 | loss: 0.0311912 | val_loss: 0.0311974 | Time: 4529.31 ms [2022-04-11 11:27:22 main:574] : INFO : Epoch 1867 | loss: 0.0311912 | val_loss: 0.0311969 | Time: 4328.1 ms [2022-04-11 11:27:27 main:574] : INFO : Epoch 1868 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 4315.97 ms [2022-04-11 11:27:31 main:574] : INFO : Epoch 1869 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 4290.45 ms [2022-04-11 11:27:35 main:574] : INFO : Epoch 1870 | loss: 0.031191 | val_loss: 0.031197 | Time: 4255.46 ms [2022-04-11 11:27:39 main:574] : INFO : Epoch 1871 | loss: 0.0311909 | val_loss: 0.0311984 | Time: 4332.3 ms [2022-04-11 11:27:44 main:574] : INFO : Epoch 1872 | loss: 0.0311907 | val_loss: 0.0311975 | Time: 4309.63 ms [2022-04-11 11:27:48 main:574] : INFO : Epoch 1873 | loss: 0.0311911 | val_loss: 0.0311969 | Time: 4306.34 ms [2022-04-11 11:27:52 main:574] : INFO : Epoch 1874 | loss: 0.0311905 | val_loss: 0.0311982 | Time: 4288.76 ms [2022-04-11 11:27:57 main:574] : INFO : Epoch 1875 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 4286.96 ms [2022-04-11 11:28:01 main:574] : INFO : Epoch 1876 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 4386.73 ms [2022-04-11 11:28:05 main:574] : INFO : Epoch 1877 | loss: 0.0311899 | val_loss: 0.0311971 | Time: 4286.57 ms [2022-04-11 11:28:10 main:574] : INFO : Epoch 1878 | loss: 0.0311904 | val_loss: 0.0312002 | Time: 4318.61 ms [2022-04-11 11:28:14 main:574] : INFO : Epoch 1879 | loss: 0.0311908 | val_loss: 0.0311964 | Time: 4267.43 ms [2022-04-11 11:28:18 main:574] : INFO : Epoch 1880 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 4337.51 ms [2022-04-11 11:28:23 main:574] : INFO : Epoch 1881 | loss: 0.0311894 | val_loss: 0.031197 | Time: 4356.74 ms [2022-04-11 11:28:27 main:574] : INFO : Epoch 1882 | loss: 0.031189 | val_loss: 0.0311962 | Time: 4341.13 ms [2022-04-11 11:28:31 main:574] : INFO : Epoch 1883 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 4270.18 ms [2022-04-11 11:28:36 main:574] : INFO : Epoch 1884 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 4336.11 ms [2022-04-11 11:28:40 main:574] : INFO : Epoch 1885 | loss: 0.0311902 | val_loss: 0.0311974 | Time: 4282.47 ms [2022-04-11 11:28:44 main:574] : INFO : Epoch 1886 | loss: 0.0311896 | val_loss: 0.0311969 | Time: 4294.28 ms [2022-04-11 11:28:48 main:574] : INFO : Epoch 1887 | loss: 0.0311889 | val_loss: 0.0311962 | Time: 4264.83 ms [2022-04-11 11:28:53 main:574] : INFO : Epoch 1888 | loss: 0.0311885 | val_loss: 0.0311965 | Time: 4264.95 ms [2022-04-11 11:28:57 main:574] : INFO : Epoch 1889 | loss: 0.0311884 | val_loss: 0.0311961 | Time: 4291.67 ms [2022-04-11 11:29:01 main:574] : INFO : Epoch 1890 | loss: 0.0311884 | val_loss: 0.031196 | Time: 4264.95 ms [2022-04-11 11:29:06 main:574] : INFO : Epoch 1891 | loss: 0.0311888 | val_loss: 0.0311963 | Time: 4255.91 ms [2022-04-11 11:29:10 main:574] : INFO : Epoch 1892 | loss: 0.0311892 | val_loss: 0.0311964 | Time: 4320.82 ms [2022-04-11 11:29:14 main:574] : INFO : Epoch 1893 | loss: 0.0311888 | val_loss: 0.0311961 | Time: 4272.34 ms [2022-04-11 11:29:19 main:574] : INFO : Epoch 1894 | loss: 0.0311889 | val_loss: 0.031198 | Time: 4345.82 ms [2022-04-11 11:29:23 main:574] : INFO : Epoch 1895 | loss: 0.0311928 | val_loss: 0.0311991 | Time: 4298.13 ms [2022-04-11 11:29:27 main:574] : INFO : Epoch 1896 | loss: 0.0311936 | val_loss: 0.0311976 | Time: 4318.14 ms [2022-04-11 11:29:31 main:574] : INFO : Epoch 1897 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 4313.88 ms [2022-04-11 11:29:36 main:574] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.0311966 | Time: 4314.46 ms [2022-04-11 11:29:40 main:574] : INFO : Epoch 1899 | loss: 0.0311918 | val_loss: 0.0311967 | Time: 4302.97 ms [2022-04-11 11:29:44 main:574] : INFO : Epoch 1900 | loss: 0.0311916 | val_loss: 0.031198 | Time: 4301.95 ms [2022-04-11 11:29:49 main:574] : INFO : Epoch 1901 | loss: 0.0311916 | val_loss: 0.0311972 | Time: 4314.03 ms [2022-04-11 11:29:53 main:574] : INFO : Epoch 1902 | loss: 0.0311919 | val_loss: 0.0311965 | Time: 4288.48 ms [2022-04-11 11:29:57 main:574] : INFO : Epoch 1903 | loss: 0.0311908 | val_loss: 0.0311951 | Time: 4279.96 ms [2022-04-11 11:30:02 main:574] : INFO : Epoch 1904 | loss: 0.0311903 | val_loss: 0.0311967 | Time: 4290.84 ms [2022-04-11 11:30:06 main:574] : INFO : Epoch 1905 | loss: 0.0311899 | val_loss: 0.0311954 | Time: 4304.84 ms [2022-04-11 11:30:10 main:574] : INFO : Epoch 1906 | loss: 0.0311894 | val_loss: 0.0311966 | Time: 4309.83 ms [2022-04-11 11:30:15 main:574] : INFO : Epoch 1907 | loss: 0.0311896 | val_loss: 0.0311959 | Time: 4303.72 ms [2022-04-11 11:30:19 main:574] : INFO : Epoch 1908 | loss: 0.0311892 | val_loss: 0.0311947 | Time: 4327.63 ms [2022-04-11 11:30:23 main:574] : INFO : Epoch 1909 | loss: 0.0311897 | val_loss: 0.0311954 | Time: 4230.75 ms [2022-04-11 11:30:27 main:574] : INFO : Epoch 1910 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 4335.13 ms [2022-04-11 11:30:32 main:574] : INFO : Epoch 1911 | loss: 0.0311885 | val_loss: 0.031195 | Time: 4270.49 ms [2022-04-11 11:30:36 main:574] : INFO : Epoch 1912 | loss: 0.0311889 | val_loss: 0.0311946 | Time: 4288.03 ms [2022-04-11 11:30:40 main:574] : INFO : Epoch 1913 | loss: 0.0311882 | val_loss: 0.0311945 | Time: 4249.79 ms [2022-04-11 11:30:45 main:574] : INFO : Epoch 1914 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 4326.53 ms [2022-04-11 11:30:49 main:574] : INFO : Epoch 1915 | loss: 0.0311891 | val_loss: 0.0311964 | Time: 4239.58 ms [2022-04-11 11:30:53 main:574] : INFO : Epoch 1916 | loss: 0.0311922 | val_loss: 0.0311966 | Time: 3957.4 ms [2022-04-11 11:30:57 main:574] : INFO : Epoch 1917 | loss: 0.0311919 | val_loss: 0.0311962 | Time: 4282.19 ms [2022-04-11 11:31:01 main:574] : INFO : Epoch 1918 | loss: 0.0311917 | val_loss: 0.0311967 | Time: 4025.84 ms [2022-04-11 11:31:05 main:574] : INFO : Epoch 1919 | loss: 0.0311908 | val_loss: 0.0311958 | Time: 4010.08 ms [2022-04-11 11:31:09 main:574] : INFO : Epoch 1920 | loss: 0.03119 | val_loss: 0.0311964 | Time: 3980.69 ms [2022-04-11 11:31:13 main:574] : INFO : Epoch 1921 | loss: 0.0311905 | val_loss: 0.0311957 | Time: 4249.71 ms [2022-04-11 11:31:18 main:574] : INFO : Epoch 1922 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 4284.73 ms [2022-04-11 11:31:22 main:574] : INFO : Epoch 1923 | loss: 0.0311902 | val_loss: 0.0311965 | Time: 4270.76 ms [2022-04-11 11:31:26 main:574] : INFO : Epoch 1924 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 4270 ms [2022-04-11 11:31:30 main:574] : INFO : Epoch 1925 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 4241.31 ms [2022-04-11 11:31:35 main:574] : INFO : Epoch 1926 | loss: 0.0311898 | val_loss: 0.0311999 | Time: 4272.67 ms [2022-04-11 11:31:39 main:574] : INFO : Epoch 1927 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 4342.28 ms [2022-04-11 11:31:43 main:574] : INFO : Epoch 1928 | loss: 0.0311895 | val_loss: 0.0311951 | Time: 4279.27 ms [2022-04-11 11:31:48 main:574] : INFO : Epoch 1929 | loss: 0.0311881 | val_loss: 0.0311953 | Time: 4261.31 ms [2022-04-11 11:31:52 main:574] : INFO : Epoch 1930 | loss: 0.0311886 | val_loss: 0.0312001 | Time: 4283.98 ms [2022-04-11 11:31:56 main:574] : INFO : Epoch 1931 | loss: 0.0311907 | val_loss: 0.0312009 | Time: 4247.38 ms [2022-04-11 11:32:00 main:574] : INFO : Epoch 1932 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 4275.69 ms [2022-04-11 11:32:05 main:574] : INFO : Epoch 1933 | loss: 0.031188 | val_loss: 0.0311955 | Time: 4255.22 ms [2022-04-11 11:32:09 main:574] : INFO : Epoch 1934 | loss: 0.0311871 | val_loss: 0.0311949 | Time: 4358.8 ms [2022-04-11 11:32:13 main:574] : INFO : Epoch 1935 | loss: 0.0311875 | val_loss: 0.0311957 | Time: 4278.98 ms [2022-04-11 11:32:18 main:574] : INFO : Epoch 1936 | loss: 0.0311875 | val_loss: 0.0311954 | Time: 4275.84 ms [2022-04-11 11:32:22 main:574] : INFO : Epoch 1937 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 4271.74 ms [2022-04-11 11:32:26 main:574] : INFO : Epoch 1938 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 4291.85 ms [2022-04-11 11:32:30 main:574] : INFO : Epoch 1939 | loss: 0.031188 | val_loss: 0.031195 | Time: 4258.77 ms [2022-04-11 11:32:35 main:574] : INFO : Epoch 1940 | loss: 0.031187 | val_loss: 0.0311946 | Time: 4320.14 ms [2022-04-11 11:32:39 main:574] : INFO : Epoch 1941 | loss: 0.0311876 | val_loss: 0.0311952 | Time: 4243.57 ms [2022-04-11 11:32:43 main:574] : INFO : Epoch 1942 | loss: 0.0311909 | val_loss: 0.0311981 | Time: 4264.51 ms [2022-04-11 11:32:48 main:574] : INFO : Epoch 1943 | loss: 0.0311914 | val_loss: 0.0311956 | Time: 4310.63 ms [2022-04-11 11:32:52 main:574] : INFO : Epoch 1944 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 4545.04 ms [2022-04-11 11:32:57 main:574] : INFO : Epoch 1945 | loss: 0.0311891 | val_loss: 0.0311937 | Time: 4365.18 ms [2022-04-11 11:33:01 main:574] : INFO : Epoch 1946 | loss: 0.0311888 | val_loss: 0.0311947 | Time: 4275.18 ms [2022-04-11 11:33:05 main:574] : INFO : Epoch 1947 | loss: 0.0311887 | val_loss: 0.0311949 | Time: 4330.16 ms [2022-04-11 11:33:09 main:574] : INFO : Epoch 1948 | loss: 0.0311883 | val_loss: 0.0311945 | Time: 4315.67 ms [2022-04-11 11:33:14 main:574] : INFO : Epoch 1949 | loss: 0.0311882 | val_loss: 0.0312005 | Time: 4275 ms [2022-04-11 11:33:18 main:574] : INFO : Epoch 1950 | loss: 0.0311906 | val_loss: 0.0311948 | Time: 4283.6 ms [2022-04-11 11:33:22 main:574] : INFO : Epoch 1951 | loss: 0.0311892 | val_loss: 0.0312017 | Time: 4270.18 ms [2022-04-11 11:33:27 main:574] : INFO : Epoch 1952 | loss: 0.0312016 | val_loss: 0.0312051 | Time: 4260.99 ms [2022-04-11 11:33:31 main:574] : INFO : Epoch 1953 | loss: 0.0312028 | val_loss: 0.0312051 | Time: 4206.7 ms [2022-04-11 11:33:35 main:574] : INFO : Epoch 1954 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 4283.63 ms [2022-04-11 11:33:39 main:574] : INFO : Epoch 1955 | loss: 0.0312016 | val_loss: 0.031204 | Time: 4277.46 ms [2022-04-11 11:33:44 main:574] : INFO : Epoch 1956 | loss: 0.0312 | val_loss: 0.0312033 | Time: 4250.8 ms [2022-04-11 11:33:48 main:574] : INFO : Epoch 1957 | loss: 0.0311996 | val_loss: 0.0312061 | Time: 4286.26 ms [2022-04-11 11:33:52 main:574] : INFO : Epoch 1958 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 4276.74 ms [2022-04-11 11:33:57 main:574] : INFO : Epoch 1959 | loss: 0.0311989 | val_loss: 0.0312013 | Time: 4344.44 ms [2022-04-11 11:34:01 main:574] : INFO : Epoch 1960 | loss: 0.0311983 | val_loss: 0.031202 | Time: 4241.26 ms [2022-04-11 11:34:05 main:574] : INFO : Epoch 1961 | loss: 0.0311984 | val_loss: 0.0312031 | Time: 4314.55 ms [2022-04-11 11:34:09 main:574] : INFO : Epoch 1962 | loss: 0.0311991 | val_loss: 0.0312027 | Time: 4352.36 ms [2022-04-11 11:34:14 main:574] : INFO : Epoch 1963 | loss: 0.0311981 | val_loss: 0.0312014 | Time: 4322.53 ms [2022-04-11 11:34:18 main:574] : INFO : Epoch 1964 | loss: 0.0311985 | val_loss: 0.0312059 | Time: 4305.11 ms [2022-04-11 11:34:22 main:574] : INFO : Epoch 1965 | loss: 0.031199 | val_loss: 0.0312011 | Time: 4293.79 ms [2022-04-11 11:34:27 main:574] : INFO : Epoch 1966 | loss: 0.0311997 | val_loss: 0.0312008 | Time: 4234.51 ms [2022-04-11 11:34:31 main:574] : INFO : Epoch 1967 | loss: 0.0311993 | val_loss: 0.0312033 | Time: 4269.05 ms [2022-04-11 11:34:35 main:574] : INFO : Epoch 1968 | loss: 0.0311997 | val_loss: 0.0312026 | Time: 4288.2 ms [2022-04-11 11:34:39 main:574] : INFO : Epoch 1969 | loss: 0.0311995 | val_loss: 0.0312031 | Time: 4242.64 ms [2022-04-11 11:34:44 main:574] : INFO : Epoch 1970 | loss: 0.031201 | val_loss: 0.0312006 | Time: 4263.63 ms [2022-04-11 11:34:48 main:574] : INFO : Epoch 1971 | loss: 0.0311989 | val_loss: 0.0311998 | Time: 4262.95 ms [2022-04-11 11:34:52 main:574] : INFO : Epoch 1972 | loss: 0.0311981 | val_loss: 0.0311993 | Time: 4285.32 ms [2022-04-11 11:34:57 main:574] : INFO : Epoch 1973 | loss: 0.0311971 | val_loss: 0.0311992 | Time: 4271.52 ms [2022-04-11 11:35:01 main:574] : INFO : Epoch 1974 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 4326.05 ms [2022-04-11 11:35:05 main:574] : INFO : Epoch 1975 | loss: 0.0312006 | val_loss: 0.0312028 | Time: 4306.29 ms [2022-04-11 11:35:09 main:574] : INFO : Epoch 1976 | loss: 0.0312005 | val_loss: 0.0312062 | Time: 4268.74 ms [2022-04-11 11:35:14 main:574] : INFO : Epoch 1977 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 4293.43 ms [2022-04-11 11:35:18 main:574] : INFO : Epoch 1978 | loss: 0.031199 | val_loss: 0.0312024 | Time: 4305.31 ms [2022-04-11 11:35:22 main:574] : INFO : Epoch 1979 | loss: 0.0311989 | val_loss: 0.0312029 | Time: 4319.98 ms [2022-04-11 11:35:27 main:574] : INFO : Epoch 1980 | loss: 0.0311984 | val_loss: 0.0312015 | Time: 4304.92 ms [2022-04-11 11:35:31 main:574] : INFO : Epoch 1981 | loss: 0.0311974 | val_loss: 0.031201 | Time: 4262.14 ms [2022-04-11 11:35:35 main:574] : INFO : Epoch 1982 | loss: 0.0311982 | val_loss: 0.0312048 | Time: 4279.05 ms [2022-04-11 11:35:40 main:574] : INFO : Epoch 1983 | loss: 0.0311974 | val_loss: 0.0312026 | Time: 4271.37 ms [2022-04-11 11:35:44 main:574] : INFO : Epoch 1984 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 4276.14 ms [2022-04-11 11:35:48 main:574] : INFO : Epoch 1985 | loss: 0.0311969 | val_loss: 0.031201 | Time: 4301.25 ms [2022-04-11 11:35:52 main:574] : INFO : Epoch 1986 | loss: 0.0311978 | val_loss: 0.0312015 | Time: 4313.82 ms [2022-04-11 11:35:57 main:574] : INFO : Epoch 1987 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 4293.98 ms [2022-04-11 11:36:01 main:574] : INFO : Epoch 1988 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 4309.22 ms [2022-04-11 11:36:05 main:574] : INFO : Epoch 1989 | loss: 0.031198 | val_loss: 0.031202 | Time: 4286.06 ms [2022-04-11 11:36:10 main:574] : INFO : Epoch 1990 | loss: 0.0311982 | val_loss: 0.031202 | Time: 4272.53 ms [2022-04-11 11:36:14 main:574] : INFO : Epoch 1991 | loss: 0.0311986 | val_loss: 0.031204 | Time: 4267.41 ms [2022-04-11 11:36:18 main:574] : INFO : Epoch 1992 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 4300.67 ms [2022-04-11 11:36:22 main:574] : INFO : Epoch 1993 | loss: 0.0312015 | val_loss: 0.0312022 | Time: 4252.72 ms [2022-04-11 11:36:27 main:574] : INFO : Epoch 1994 | loss: 0.031201 | val_loss: 0.0312033 | Time: 4306.58 ms [2022-04-11 11:36:31 main:574] : INFO : Epoch 1995 | loss: 0.0312004 | val_loss: 0.0312042 | Time: 4296.8 ms [2022-04-11 11:36:35 main:574] : INFO : Epoch 1996 | loss: 0.0312025 | val_loss: 0.0312056 | Time: 4344 ms [2022-04-11 11:36:40 main:574] : INFO : Epoch 1997 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 4251.54 ms [2022-04-11 11:36:44 main:574] : INFO : Epoch 1998 | loss: 0.0312064 | val_loss: 0.0312065 | Time: 4259.63 ms [2022-04-11 11:36:48 main:574] : INFO : Epoch 1999 | loss: 0.0312054 | val_loss: 0.0312071 | Time: 4288.24 ms [2022-04-11 11:36:52 main:574] : INFO : Epoch 2000 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 4242.1 ms [2022-04-11 11:36:57 main:574] : INFO : Epoch 2001 | loss: 0.031204 | val_loss: 0.0312072 | Time: 4293.59 ms [2022-04-11 11:37:01 main:574] : INFO : Epoch 2002 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 4243.55 ms [2022-04-11 11:37:05 main:574] : INFO : Epoch 2003 | loss: 0.0312022 | val_loss: 0.0312064 | Time: 4316.37 ms [2022-04-11 11:37:10 main:574] : INFO : Epoch 2004 | loss: 0.0312013 | val_loss: 0.0312059 | Time: 4278.65 ms [2022-04-11 11:37:14 main:574] : INFO : Epoch 2005 | loss: 0.0312018 | val_loss: 0.0312074 | Time: 4270.41 ms [2022-04-11 11:37:18 main:574] : INFO : Epoch 2006 | loss: 0.0312033 | val_loss: 0.0312103 | Time: 4224.98 ms [2022-04-11 11:37:22 main:574] : INFO : Epoch 2007 | loss: 0.0312025 | val_loss: 0.0312096 | Time: 4294.54 ms [2022-04-11 11:37:27 main:574] : INFO : Epoch 2008 | loss: 0.031203 | val_loss: 0.0312047 | Time: 4246.18 ms [2022-04-11 11:37:31 main:574] : INFO : Epoch 2009 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 4287.22 ms [2022-04-11 11:37:35 main:574] : INFO : Epoch 2010 | loss: 0.031201 | val_loss: 0.0312142 | Time: 4262.43 ms [2022-04-11 11:37:40 main:574] : INFO : Epoch 2011 | loss: 0.0312051 | val_loss: 0.0312034 | Time: 4267.44 ms [2022-04-11 11:37:44 main:574] : INFO : Epoch 2012 | loss: 0.031203 | val_loss: 0.0312079 | Time: 4271.74 ms [2022-04-11 11:37:48 main:574] : INFO : Epoch 2013 | loss: 0.0312109 | val_loss: 0.0312094 | Time: 4278.06 ms [2022-04-11 11:37:52 main:574] : INFO : Epoch 2014 | loss: 0.0312091 | val_loss: 0.0312081 | Time: 4248.4 ms [2022-04-11 11:37:57 main:574] : INFO : Epoch 2015 | loss: 0.0312084 | val_loss: 0.0312075 | Time: 4274.03 ms [2022-04-11 11:38:01 main:574] : INFO : Epoch 2016 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 4273.68 ms [2022-04-11 11:38:05 main:574] : INFO : Epoch 2017 | loss: 0.0312076 | val_loss: 0.0312099 | Time: 4266.4 ms [2022-04-11 11:38:09 main:574] : INFO : Epoch 2018 | loss: 0.0312096 | val_loss: 0.0312158 | Time: 4232.35 ms [2022-04-11 11:38:14 main:574] : INFO : Epoch 2019 | loss: 0.0312186 | val_loss: 0.0312157 | Time: 4267.33 ms [2022-04-11 11:38:18 main:574] : INFO : Epoch 2020 | loss: 0.0312192 | val_loss: 0.0312165 | Time: 4268.35 ms [2022-04-11 11:38:22 main:574] : INFO : Epoch 2021 | loss: 0.0312166 | val_loss: 0.0312128 | Time: 4303.7 ms [2022-04-11 11:38:27 main:574] : INFO : Epoch 2022 | loss: 0.031215 | val_loss: 0.0312143 | Time: 4282.73 ms [2022-04-11 11:38:31 main:574] : INFO : Epoch 2023 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 4298.76 ms [2022-04-11 11:38:35 main:574] : INFO : Epoch 2024 | loss: 0.0312136 | val_loss: 0.0312122 | Time: 4283.48 ms [2022-04-11 11:38:39 main:574] : INFO : Epoch 2025 | loss: 0.0312126 | val_loss: 0.0312126 | Time: 4284.77 ms [2022-04-11 11:38:44 main:574] : INFO : Epoch 2026 | loss: 0.0312128 | val_loss: 0.031214 | Time: 4332.26 ms [2022-04-11 11:38:48 main:574] : INFO : Epoch 2027 | loss: 0.0312143 | val_loss: 0.0312154 | Time: 4263.11 ms [2022-04-11 11:38:52 main:574] : INFO : Epoch 2028 | loss: 0.0312159 | val_loss: 0.0312141 | Time: 4276.29 ms [2022-04-11 11:38:57 main:574] : INFO : Epoch 2029 | loss: 0.0312146 | val_loss: 0.0312117 | Time: 4229.15 ms [2022-04-11 11:39:01 main:574] : INFO : Epoch 2030 | loss: 0.0312129 | val_loss: 0.0312131 | Time: 4256.48 ms [2022-04-11 11:39:05 main:574] : INFO : Epoch 2031 | loss: 0.0312124 | val_loss: 0.0312149 | Time: 4315.29 ms [2022-04-11 11:39:09 main:574] : INFO : Epoch 2032 | loss: 0.0312129 | val_loss: 0.031211 | Time: 4297.93 ms [2022-04-11 11:39:14 main:574] : INFO : Epoch 2033 | loss: 0.0312105 | val_loss: 0.031212 | Time: 4262.45 ms [2022-04-11 11:39:18 main:574] : INFO : Epoch 2034 | loss: 0.0312099 | val_loss: 0.0312144 | Time: 4272.44 ms [2022-04-11 11:39:22 main:574] : INFO : Epoch 2035 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 4286.62 ms [2022-04-11 11:39:27 main:574] : INFO : Epoch 2036 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 4289.02 ms [2022-04-11 11:39:31 main:574] : INFO : Epoch 2037 | loss: 0.0312111 | val_loss: 0.0312099 | Time: 4286.02 ms [2022-04-11 11:39:35 main:574] : INFO : Epoch 2038 | loss: 0.0312094 | val_loss: 0.0312094 | Time: 4272.69 ms [2022-04-11 11:39:39 main:574] : INFO : Epoch 2039 | loss: 0.031209 | val_loss: 0.0312094 | Time: 4333.2 ms [2022-04-11 11:39:44 main:574] : INFO : Epoch 2040 | loss: 0.0312087 | val_loss: 0.0312095 | Time: 4331.84 ms [2022-04-11 11:39:48 main:574] : INFO : Epoch 2041 | loss: 0.0312094 | val_loss: 0.0312091 | Time: 4301.25 ms [2022-04-11 11:39:52 main:574] : INFO : Epoch 2042 | loss: 0.0312095 | val_loss: 0.0312098 | Time: 4278.38 ms [2022-04-11 11:39:57 main:574] : INFO : Epoch 2043 | loss: 0.0312085 | val_loss: 0.0312107 | Time: 4237.86 ms [2022-04-11 11:40:01 main:574] : INFO : Epoch 2044 | loss: 0.031208 | val_loss: 0.0312091 | Time: 4321.47 ms [2022-04-11 11:40:05 main:574] : INFO : Epoch 2045 | loss: 0.0312086 | val_loss: 0.0312096 | Time: 4313.45 ms [2022-04-11 11:40:10 main:574] : INFO : Epoch 2046 | loss: 0.0312083 | val_loss: 0.0312097 | Time: 4299.33 ms [2022-04-11 11:40:14 main:574] : INFO : Epoch 2047 | loss: 0.0312094 | val_loss: 0.0312088 | Time: 4297.98 ms [2022-04-11 11:40:18 main:574] : INFO : Epoch 2048 | loss: 0.0312094 | val_loss: 0.0312099 | Time: 4267.04 ms [2022-04-11 11:40:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312099 [2022-04-11 11:40:18 main:603] : INFO : Saving end state to config to file [2022-04-11 11:40:18 main:608] : INFO : Success, exiting.. 11:40:18 (2596): 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)