Task 3750947
| Name | ParityModified-1609264628-28246-6_0 |
| Workunit | 1928113 |
| Created | 21 Jan 2021, 17:01:58 UTC |
| Sent | 21 Jan 2021, 21:18:17 UTC |
| Report deadline | 28 Jan 2021, 21:18:17 UTC |
| Received | 22 Jan 2021, 6:47:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 12 min 29 sec |
| CPU time | 1 hours 56 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312081 | val_loss: 0.0312113 | Time: 3837.82 ms [2021-01-21 21:14:01 main:574] : INFO : Epoch 1543 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 3712.62 ms [2021-01-21 21:14:05 main:574] : INFO : Epoch 1544 | loss: 0.0312063 | val_loss: 0.0312094 | Time: 3873.23 ms [2021-01-21 21:14:09 main:574] : INFO : Epoch 1545 | loss: 0.0312047 | val_loss: 0.0312091 | Time: 3639.21 ms [2021-01-21 21:14:13 main:574] : INFO : Epoch 1546 | loss: 0.031205 | val_loss: 0.0312077 | Time: 3561.31 ms [2021-01-21 21:14:17 main:574] : INFO : Epoch 1547 | loss: 0.0312037 | val_loss: 0.0312083 | Time: 3564.25 ms [2021-01-21 21:14:20 main:574] : INFO : Epoch 1548 | loss: 0.0312033 | val_loss: 0.0312087 | Time: 3696.94 ms [2021-01-21 21:14:24 main:574] : INFO : Epoch 1549 | loss: 0.0312024 | val_loss: 0.0312108 | Time: 3604.24 ms [2021-01-21 21:14:28 main:574] : INFO : Epoch 1550 | loss: 0.0312036 | val_loss: 0.0312065 | Time: 3777.29 ms [2021-01-21 21:14:32 main:574] : INFO : Epoch 1551 | loss: 0.0312026 | val_loss: 0.0312077 | Time: 3648.94 ms [2021-01-21 21:14:35 main:574] : INFO : Epoch 1552 | loss: 0.0312027 | val_loss: 0.0312082 | Time: 3552.72 ms [2021-01-21 21:14:40 main:574] : INFO : Epoch 1553 | loss: 0.0312005 | val_loss: 0.0312067 | Time: 4126.45 ms [2021-01-21 21:14:43 main:574] : INFO : Epoch 1554 | loss: 0.0312012 | val_loss: 0.0312055 | Time: 3750.64 ms [2021-01-21 21:14:47 main:574] : INFO : Epoch 1555 | loss: 0.0312007 | val_loss: 0.0312075 | Time: 3517.17 ms [2021-01-21 21:14:51 main:574] : INFO : Epoch 1556 | loss: 0.0312028 | val_loss: 0.0312082 | Time: 3655.01 ms [2021-01-21 21:14:55 main:574] : INFO : Epoch 1557 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 3727.16 ms [2021-01-21 21:14:59 main:574] : INFO : Epoch 1558 | loss: 0.0312042 | val_loss: 0.0312114 | Time: 3924.27 ms [2021-01-21 21:15:02 main:574] : INFO : Epoch 1559 | loss: 0.0312 | val_loss: 0.031205 | Time: 3651.47 ms [2021-01-21 21:15:06 main:574] : INFO : Epoch 1560 | loss: 0.0311993 | val_loss: 0.031206 | Time: 3464.21 ms [2021-01-21 21:15:10 main:574] : INFO : Epoch 1561 | loss: 0.0311986 | val_loss: 0.0312055 | Time: 3957.52 ms [2021-01-21 21:15:14 main:574] : INFO : Epoch 1562 | loss: 0.0311987 | val_loss: 0.0312045 | Time: 3828.14 ms [2021-01-21 21:15:18 main:574] : INFO : Epoch 1563 | loss: 0.0312016 | val_loss: 0.031219 | Time: 3872.9 ms [2021-01-21 21:15:22 main:574] : INFO : Epoch 1564 | loss: 0.0312061 | val_loss: 0.0312051 | Time: 3631.25 ms [2021-01-21 21:15:26 main:574] : INFO : Epoch 1565 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 3997.03 ms [2021-01-21 21:15:30 main:574] : INFO : Epoch 1566 | loss: 0.0311989 | val_loss: 0.0312052 | Time: 3539.3 ms [2021-01-21 21:15:33 main:574] : INFO : Epoch 1567 | loss: 0.0312011 | val_loss: 0.0312125 | Time: 3835.31 ms [2021-01-21 21:15:37 main:574] : INFO : Epoch 1568 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 3841.71 ms [2021-01-21 21:15:41 main:574] : INFO : Epoch 1569 | loss: 0.0312002 | val_loss: 0.0312063 | Time: 3505.99 ms [2021-01-21 21:15:45 main:574] : INFO : Epoch 1570 | loss: 0.0311993 | val_loss: 0.0312044 | Time: 4092.07 ms [2021-01-21 21:15:49 main:574] : INFO : Epoch 1571 | loss: 0.031201 | val_loss: 0.0312065 | Time: 3943.9 ms [2021-01-21 21:15:53 main:574] : INFO : Epoch 1572 | loss: 0.0311996 | val_loss: 0.031205 | Time: 3639.97 ms [2021-01-21 21:15:57 main:574] : INFO : Epoch 1573 | loss: 0.0311977 | val_loss: 0.0312042 | Time: 3928.11 ms [2021-01-21 21:16:01 main:574] : INFO : Epoch 1574 | loss: 0.0311979 | val_loss: 0.0312047 | Time: 4012.36 ms [2021-01-21 21:16:05 main:574] : INFO : Epoch 1575 | loss: 0.0311976 | val_loss: 0.0312042 | Time: 3473.32 ms [2021-01-21 21:16:08 main:574] : INFO : Epoch 1576 | loss: 0.0311976 | val_loss: 0.0312027 | Time: 3517.97 ms [2021-01-21 21:16:12 main:574] : INFO : Epoch 1577 | loss: 0.0311983 | val_loss: 0.0312044 | Time: 3617.37 ms [2021-01-21 21:16:16 main:574] : INFO : Epoch 1578 | loss: 0.031199 | val_loss: 0.0312047 | Time: 3472.33 ms [2021-01-21 21:16:20 main:574] : INFO : Epoch 1579 | loss: 0.031197 | val_loss: 0.0312025 | Time: 4117.57 ms [2021-01-21 21:16:24 main:574] : INFO : Epoch 1580 | loss: 0.0311985 | val_loss: 0.0312036 | Time: 3983.53 ms [2021-01-21 21:16:28 main:574] : INFO : Epoch 1581 | loss: 0.0312014 | val_loss: 0.0312057 | Time: 3634.53 ms [2021-01-21 21:16:32 main:574] : INFO : Epoch 1582 | loss: 0.031203 | val_loss: 0.0312047 | Time: 3799.33 ms [2021-01-21 21:16:36 main:574] : INFO : Epoch 1583 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 4030.94 ms [2021-01-21 21:16:40 main:574] : INFO : Epoch 1584 | loss: 0.0311989 | val_loss: 0.0312036 | Time: 3689.09 ms [2021-01-21 21:16:43 main:574] : INFO : Epoch 1585 | loss: 0.0311984 | val_loss: 0.031203 | Time: 3504.55 ms [2021-01-21 21:16:47 main:574] : INFO : Epoch 1586 | loss: 0.0311978 | val_loss: 0.0312065 | Time: 3957.67 ms [2021-01-21 21:16:51 main:574] : INFO : Epoch 1587 | loss: 0.0312013 | val_loss: 0.0312031 | Time: 3569.42 ms [2021-01-21 21:16:55 main:574] : INFO : Epoch 1588 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 3860.75 ms [2021-01-21 21:16:59 main:574] : INFO : Epoch 1589 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 3891.46 ms [2021-01-21 21:17:03 main:574] : INFO : Epoch 1590 | loss: 0.0311968 | val_loss: 0.0312023 | Time: 4047.9 ms [2021-01-21 21:17:07 main:574] : INFO : Epoch 1591 | loss: 0.0311968 | val_loss: 0.0312036 | Time: 4031.59 ms [2021-01-21 21:17:11 main:574] : INFO : Epoch 1592 | loss: 0.0311969 | val_loss: 0.0312021 | Time: 3443.43 ms [2021-01-21 21:17:15 main:574] : INFO : Epoch 1593 | loss: 0.0311977 | val_loss: 0.031204 | Time: 3923.81 ms [2021-01-21 21:17:19 main:574] : INFO : Epoch 1594 | loss: 0.0311985 | val_loss: 0.0312026 | Time: 3814.86 ms [2021-01-21 21:17:23 main:574] : INFO : Epoch 1595 | loss: 0.0311975 | val_loss: 0.0312048 | Time: 3854.06 ms [2021-01-21 21:17:27 main:574] : INFO : Epoch 1596 | loss: 0.0311976 | val_loss: 0.031205 | Time: 3466.29 ms [2021-01-21 21:17:31 main:574] : INFO : Epoch 1597 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 4012.21 ms [2021-01-21 21:17:35 main:574] : INFO : Epoch 1598 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 3960.06 ms [2021-01-21 21:17:39 main:574] : INFO : Epoch 1599 | loss: 0.0311993 | val_loss: 0.0312043 | Time: 3696.03 ms [2021-01-21 21:17:43 main:574] : INFO : Epoch 1600 | loss: 0.0312008 | val_loss: 0.0312024 | Time: 3926.64 ms [2021-01-21 21:17:47 main:574] : INFO : Epoch 1601 | loss: 0.031199 | val_loss: 0.0312033 | Time: 3966.62 ms [2021-01-21 21:17:51 main:574] : INFO : Epoch 1602 | loss: 0.0311972 | val_loss: 0.0312016 | Time: 3830.97 ms [2021-01-21 21:17:54 main:574] : INFO : Epoch 1603 | loss: 0.0311964 | val_loss: 0.0312014 | Time: 3499.72 ms [2021-01-21 21:17:58 main:574] : INFO : Epoch 1604 | loss: 0.0311972 | val_loss: 0.0312062 | Time: 3862.06 ms [2021-01-21 21:18:02 main:574] : INFO : Epoch 1605 | loss: 0.0312015 | val_loss: 0.0312076 | Time: 3535.56 ms [2021-01-21 21:18:06 main:574] : INFO : Epoch 1606 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 3597.79 ms [2021-01-21 21:18:10 main:574] : INFO : Epoch 1607 | loss: 0.0311974 | val_loss: 0.031202 | Time: 3865.04 ms [2021-01-21 21:18:13 main:574] : INFO : Epoch 1608 | loss: 0.0311945 | val_loss: 0.031201 | Time: 3545.23 ms [2021-01-21 21:18:17 main:574] : INFO : Epoch 1609 | loss: 0.0311952 | val_loss: 0.031201 | Time: 3761.46 ms [2021-01-21 21:18:21 main:574] : INFO : Epoch 1610 | loss: 0.0311972 | val_loss: 0.0312012 | Time: 3462.68 ms [2021-01-21 21:18:25 main:574] : INFO : Epoch 1611 | loss: 0.0311972 | val_loss: 0.0312071 | Time: 4023.62 ms [2021-01-21 21:18:29 main:574] : INFO : Epoch 1612 | loss: 0.0311966 | val_loss: 0.0312 | Time: 3944.5 ms [2021-01-21 21:18:33 main:574] : INFO : Epoch 1613 | loss: 0.031195 | val_loss: 0.0312023 | Time: 3935.88 ms [2021-01-21 21:18:37 main:574] : INFO : Epoch 1614 | loss: 0.031197 | val_loss: 0.0312006 | Time: 3827.3 ms [2021-01-21 21:18:40 main:574] : INFO : Epoch 1615 | loss: 0.0311946 | val_loss: 0.0312 | Time: 3485.67 ms [2021-01-21 21:18:44 main:574] : INFO : Epoch 1616 | loss: 0.0311933 | val_loss: 0.0312006 | Time: 3831.66 ms [2021-01-21 21:18:48 main:574] : INFO : Epoch 1617 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 3936.35 ms [2021-01-21 21:18:52 main:574] : INFO : Epoch 1618 | loss: 0.0311939 | val_loss: 0.0312008 | Time: 3697.59 ms [2021-01-21 21:18:56 main:574] : INFO : Epoch 1619 | loss: 0.0311931 | val_loss: 0.0311993 | Time: 3920.81 ms [2021-01-21 21:19:00 main:574] : INFO : Epoch 1620 | loss: 0.0311919 | val_loss: 0.0311996 | Time: 3734.87 ms [2021-01-21 21:19:04 main:574] : INFO : Epoch 1621 | loss: 0.0311924 | val_loss: 0.0311981 | Time: 3739.03 ms [2021-01-21 21:19:08 main:574] : INFO : Epoch 1622 | loss: 0.0311943 | val_loss: 0.0312 | Time: 3896.12 ms [2021-01-21 21:19:12 main:574] : INFO : Epoch 1623 | loss: 0.0311952 | val_loss: 0.0311997 | Time: 3941.42 ms [2021-01-21 21:19:16 main:574] : INFO : Epoch 1624 | loss: 0.0311939 | val_loss: 0.0312 | Time: 3701.18 ms [2021-01-21 21:19:20 main:574] : INFO : Epoch 1625 | loss: 0.0311944 | val_loss: 0.0312027 | Time: 3487.02 ms [2021-01-21 21:19:24 main:574] : INFO : Epoch 1626 | loss: 0.0311953 | val_loss: 0.031199 | Time: 3899.19 ms [2021-01-21 21:19:28 main:574] : INFO : Epoch 1627 | loss: 0.0311917 | val_loss: 0.0311991 | Time: 3880.29 ms [2021-01-21 21:19:32 main:574] : INFO : Epoch 1628 | loss: 0.0311926 | val_loss: 0.031199 | Time: 4078.73 ms [2021-01-21 21:19:36 main:574] : INFO : Epoch 1629 | loss: 0.0311941 | val_loss: 0.0312019 | Time: 3918.86 ms [2021-01-21 21:19:40 main:574] : INFO : Epoch 1630 | loss: 0.0311918 | val_loss: 0.0312002 | Time: 3682.12 ms [2021-01-21 21:19:44 main:574] : INFO : Epoch 1631 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 3671.38 ms [2021-01-21 21:19:48 main:574] : INFO : Epoch 1632 | loss: 0.0311922 | val_loss: 0.0312016 | Time: 3968.67 ms [2021-01-21 21:19:51 main:574] : INFO : Epoch 1633 | loss: 0.0311937 | val_loss: 0.0311993 | Time: 3640.78 ms [2021-01-21 21:19:55 main:574] : INFO : Epoch 1634 | loss: 0.0311934 | val_loss: 0.0312005 | Time: 3491.75 ms [2021-01-21 21:19:59 main:574] : INFO : Epoch 1635 | loss: 0.0311914 | val_loss: 0.0312026 | Time: 3681.31 ms [2021-01-21 21:20:03 main:574] : INFO : Epoch 1636 | loss: 0.0311907 | val_loss: 0.0312386 | Time: 3937.28 ms [2021-01-21 21:20:07 main:574] : INFO : Epoch 1637 | loss: 0.0311911 | val_loss: 0.0312715 | Time: 3927.71 ms [2021-01-21 21:20:11 main:574] : INFO : Epoch 1638 | loss: 0.0311916 | val_loss: 0.0312416 | Time: 3903.95 ms [2021-01-21 21:20:15 main:574] : INFO : Epoch 1639 | loss: 0.0311948 | val_loss: 0.0312351 | Time: 3689.41 ms [2021-01-21 21:20:19 main:574] : INFO : Epoch 1640 | loss: 0.0311916 | val_loss: 0.0312361 | Time: 3729.37 ms [2021-01-21 21:20:22 main:574] : INFO : Epoch 1641 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 3660.79 ms [2021-01-21 21:20:26 main:574] : INFO : Epoch 1642 | loss: 0.0311937 | val_loss: 0.0312057 | Time: 3713.56 ms [2021-01-21 21:20:30 main:574] : INFO : Epoch 1643 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 3698.33 ms [2021-01-21 21:20:34 main:574] : INFO : Epoch 1644 | loss: 0.0311942 | val_loss: 0.0311987 | Time: 3685.05 ms [2021-01-21 21:20:37 main:574] : INFO : Epoch 1645 | loss: 0.0311939 | val_loss: 0.0312002 | Time: 3504.83 ms [2021-01-21 21:20:42 main:574] : INFO : Epoch 1646 | loss: 0.0311939 | val_loss: 0.0312227 | Time: 3956.8 ms [2021-01-21 21:20:45 main:574] : INFO : Epoch 1647 | loss: 0.0311937 | val_loss: 0.0311983 | Time: 3433.16 ms [2021-01-21 21:20:49 main:574] : INFO : Epoch 1648 | loss: 0.0311909 | val_loss: 0.0312088 | Time: 3899.47 ms [2021-01-21 21:20:53 main:574] : INFO : Epoch 1649 | loss: 0.0311931 | val_loss: 0.0311984 | Time: 4021.4 ms [2021-01-21 21:20:57 main:574] : INFO : Epoch 1650 | loss: 0.0311926 | val_loss: 0.0311996 | Time: 3495.44 ms [2021-01-21 21:21:01 main:574] : INFO : Epoch 1651 | loss: 0.0311917 | val_loss: 0.0311973 | Time: 3926.22 ms [2021-01-21 21:21:05 main:574] : INFO : Epoch 1652 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 3549.29 ms [2021-01-21 21:21:09 main:574] : INFO : Epoch 1653 | loss: 0.0311906 | val_loss: 0.0311981 | Time: 3942.82 ms [2021-01-21 21:21:13 main:574] : INFO : Epoch 1654 | loss: 0.0311944 | val_loss: 0.0312094 | Time: 3921.88 ms [2021-01-21 21:21:16 main:574] : INFO : Epoch 1655 | loss: 0.0311921 | val_loss: 0.0311976 | Time: 3526.32 ms [2021-01-21 21:21:20 main:574] : INFO : Epoch 1656 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 3973.41 ms [2021-01-21 21:21:24 main:574] : INFO : Epoch 1657 | loss: 0.0311939 | val_loss: 0.0312021 | Time: 3700.48 ms [2021-01-21 21:21:28 main:574] : INFO : Epoch 1658 | loss: 0.0311965 | val_loss: 0.0312 | Time: 3784.9 ms [2021-01-21 21:21:32 main:574] : INFO : Epoch 1659 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 3873.21 ms [2021-01-21 21:21:36 main:574] : INFO : Epoch 1660 | loss: 0.0311939 | val_loss: 0.0311962 | Time: 3955.28 ms [2021-01-21 21:21:40 main:574] : INFO : Epoch 1661 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 3965.92 ms [2021-01-21 21:21:44 main:574] : INFO : Epoch 1662 | loss: 0.0311898 | val_loss: 0.031198 | Time: 3976.84 ms [2021-01-21 21:21:48 main:574] : INFO : Epoch 1663 | loss: 0.0311902 | val_loss: 0.0311999 | Time: 3921.46 ms [2021-01-21 21:21:52 main:574] : INFO : Epoch 1664 | loss: 0.0311933 | val_loss: 0.0312017 | Time: 4004.08 ms [2021-01-21 21:21:56 main:574] : INFO : Epoch 1665 | loss: 0.0311918 | val_loss: 0.031203 | Time: 3873.29 ms [2021-01-21 21:22:00 main:574] : INFO : Epoch 1666 | loss: 0.031192 | val_loss: 0.0311965 | Time: 3532.34 ms [2021-01-21 21:22:04 main:574] : INFO : Epoch 1667 | loss: 0.0311896 | val_loss: 0.0311973 | Time: 3873.43 ms [2021-01-21 21:22:08 main:574] : INFO : Epoch 1668 | loss: 0.0311908 | val_loss: 0.0312116 | Time: 3614.96 ms [2021-01-21 21:22:12 main:574] : INFO : Epoch 1669 | loss: 0.031194 | val_loss: 0.0311973 | Time: 4048.91 ms [2021-01-21 21:22:15 main:574] : INFO : Epoch 1670 | loss: 0.0311893 | val_loss: 0.0311964 | Time: 3507.16 ms [2021-01-21 21:22:19 main:574] : INFO : Epoch 1671 | loss: 0.0311897 | val_loss: 0.0311967 | Time: 3902.19 ms [2021-01-21 21:22:23 main:574] : INFO : Epoch 1672 | loss: 0.0311884 | val_loss: 0.031196 | Time: 3456.02 ms [2021-01-21 21:22:27 main:574] : INFO : Epoch 1673 | loss: 0.031189 | val_loss: 0.031196 | Time: 3515.45 ms [2021-01-21 21:22:31 main:574] : INFO : Epoch 1674 | loss: 0.0311876 | val_loss: 0.0311975 | Time: 3957.62 ms [2021-01-21 21:22:35 main:574] : INFO : Epoch 1675 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 3934.45 ms [2021-01-21 21:22:39 main:574] : INFO : Epoch 1676 | loss: 0.0311867 | val_loss: 0.0311951 | Time: 4015.87 ms [2021-01-21 21:22:42 main:574] : INFO : Epoch 1677 | loss: 0.031187 | val_loss: 0.0311973 | Time: 3526.95 ms [2021-01-21 21:22:46 main:574] : INFO : Epoch 1678 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 3579.41 ms [2021-01-21 21:22:50 main:574] : INFO : Epoch 1679 | loss: 0.0311871 | val_loss: 0.0311949 | Time: 3498.88 ms [2021-01-21 21:22:54 main:574] : INFO : Epoch 1680 | loss: 0.0311887 | val_loss: 0.0312008 | Time: 3950.84 ms [2021-01-21 21:22:58 main:574] : INFO : Epoch 1681 | loss: 0.0312022 | val_loss: 0.0312089 | Time: 3752.65 ms [2021-01-21 21:23:01 main:574] : INFO : Epoch 1682 | loss: 0.0311981 | val_loss: 0.0312068 | Time: 3532.07 ms [2021-01-21 21:23:05 main:574] : INFO : Epoch 1683 | loss: 0.0311935 | val_loss: 0.0311981 | Time: 3843.51 ms [2021-01-21 21:23:09 main:574] : INFO : Epoch 1684 | loss: 0.031192 | val_loss: 0.0311969 | Time: 3600.94 ms [2021-01-21 21:23:13 main:574] : INFO : Epoch 1685 | loss: 0.0311912 | val_loss: 0.031198 | Time: 3988.85 ms [2021-01-21 21:23:17 main:574] : INFO : Epoch 1686 | loss: 0.0311909 | val_loss: 0.0311959 | Time: 3665.23 ms [2021-01-21 21:23:21 main:574] : INFO : Epoch 1687 | loss: 0.0311917 | val_loss: 0.0311978 | Time: 3525.91 ms [2021-01-21 21:23:25 main:574] : INFO : Epoch 1688 | loss: 0.0311935 | val_loss: 0.0311991 | Time: 4095.12 ms [2021-01-21 21:23:29 main:574] : INFO : Epoch 1689 | loss: 0.0311909 | val_loss: 0.0311961 | Time: 3683.57 ms [2021-01-21 21:23:33 main:574] : INFO : Epoch 1690 | loss: 0.0311894 | val_loss: 0.0311986 | Time: 4030.72 ms [2021-01-21 21:23:37 main:574] : INFO : Epoch 1691 | loss: 0.0311897 | val_loss: 0.0311977 | Time: 3685.9 ms [2021-01-21 21:23:40 main:574] : INFO : Epoch 1692 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 3485.77 ms [2021-01-21 21:23:44 main:574] : INFO : Epoch 1693 | loss: 0.0311878 | val_loss: 0.0311946 | Time: 3847.92 ms [2021-01-21 21:23:48 main:574] : INFO : Epoch 1694 | loss: 0.0311875 | val_loss: 0.0311983 | Time: 3504.57 ms [2021-01-21 21:23:51 main:574] : INFO : Epoch 1695 | loss: 0.0311879 | val_loss: 0.0311951 | Time: 3635.38 ms [2021-01-21 21:23:55 main:574] : INFO : Epoch 1696 | loss: 0.0311884 | val_loss: 0.0311941 | Time: 3591.25 ms [2021-01-21 21:23:59 main:574] : INFO : Epoch 1697 | loss: 0.0311895 | val_loss: 0.031195 | Time: 3564.14 ms [2021-01-21 21:24:02 main:574] : INFO : Epoch 1698 | loss: 0.031189 | val_loss: 0.0311897 | Time: 3456.25 ms [2021-01-21 21:24:06 main:574] : INFO : Epoch 1699 | loss: 0.031188 | val_loss: 0.03119 | Time: 3610.84 ms [2021-01-21 21:24:10 main:574] : INFO : Epoch 1700 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 3980.68 ms [2021-01-21 21:24:14 main:574] : INFO : Epoch 1701 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 3732.4 ms [2021-01-21 21:24:18 main:574] : INFO : Epoch 1702 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 3433.23 ms [2021-01-21 21:24:21 main:574] : INFO : Epoch 1703 | loss: 0.0311858 | val_loss: 0.0311911 | Time: 3665.76 ms [2021-01-21 21:24:25 main:574] : INFO : Epoch 1704 | loss: 0.0311882 | val_loss: 0.0311941 | Time: 3895.92 ms [2021-01-21 21:24:29 main:574] : INFO : Epoch 1705 | loss: 0.0311883 | val_loss: 0.0311916 | Time: 3760.13 ms [2021-01-21 21:24:33 main:574] : INFO : Epoch 1706 | loss: 0.0311862 | val_loss: 0.031192 | Time: 3974.64 ms [2021-01-21 21:24:37 main:574] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 3507.16 ms [2021-01-21 21:24:41 main:574] : INFO : Epoch 1708 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 3959.66 ms [2021-01-21 21:24:45 main:574] : INFO : Epoch 1709 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 3618.76 ms [2021-01-21 21:24:48 main:574] : INFO : Epoch 1710 | loss: 0.0311852 | val_loss: 0.0311932 | Time: 3822.02 ms [2021-01-21 21:24:52 main:574] : INFO : Epoch 1711 | loss: 0.0311876 | val_loss: 0.0311972 | Time: 3529.7 ms [2021-01-21 21:24:56 main:574] : INFO : Epoch 1712 | loss: 0.031202 | val_loss: 0.0312154 | Time: 3715.58 ms [2021-01-21 21:25:00 main:574] : INFO : Epoch 1713 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 3562.29 ms [2021-01-21 21:25:03 main:574] : INFO : Epoch 1714 | loss: 0.0327921 | val_loss: 0.0324932 | Time: 3502.17 ms [2021-01-21 21:25:07 main:574] : INFO : Epoch 1715 | loss: 0.0325283 | val_loss: 0.0316579 | Time: 3436.24 ms [2021-01-21 21:25:11 main:574] : INFO : Epoch 1716 | loss: 0.0313878 | val_loss: 0.0312642 | Time: 4088.97 ms [2021-01-21 21:25:15 main:574] : INFO : Epoch 1717 | loss: 0.0312304 | val_loss: 0.0312073 | Time: 3538.47 ms [2021-01-21 21:25:19 main:574] : INFO : Epoch 1718 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 4080.64 ms [2021-01-21 21:25:23 main:574] : INFO : Epoch 1719 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 4089.54 ms [2021-01-21 21:25:27 main:574] : INFO : Epoch 1720 | loss: 0.031191 | val_loss: 0.0311893 | Time: 3471.63 ms [2021-01-21 21:25:30 main:574] : INFO : Epoch 1721 | loss: 0.0311915 | val_loss: 0.0311904 | Time: 3500.91 ms [2021-01-21 21:25:34 main:574] : INFO : Epoch 1722 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 4025.37 ms [2021-01-21 21:25:38 main:574] : INFO : Epoch 1723 | loss: 0.0311902 | val_loss: 0.0311913 | Time: 3854.59 ms [2021-01-21 21:25:42 main:574] : INFO : Epoch 1724 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 3450.47 ms [2021-01-21 21:25:46 main:574] : INFO : Epoch 1725 | loss: 0.031187 | val_loss: 0.0311905 | Time: 3779.59 ms [2021-01-21 21:25:50 main:574] : INFO : Epoch 1726 | loss: 0.0311871 | val_loss: 0.0311891 | Time: 4066.61 ms [2021-01-21 21:25:54 main:574] : INFO : Epoch 1727 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 3942.08 ms [2021-01-21 21:25:58 main:574] : INFO : Epoch 1728 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 3662.41 ms [2021-01-21 21:26:02 main:574] : INFO : Epoch 1729 | loss: 0.0311847 | val_loss: 0.031189 | Time: 4256.08 ms [2021-01-21 21:26:06 main:574] : INFO : Epoch 1730 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 3776.78 ms [2021-01-21 21:26:10 main:574] : INFO : Epoch 1731 | loss: 0.0311843 | val_loss: 0.0311892 | Time: 3712.58 ms [2021-01-21 21:26:14 main:574] : INFO : Epoch 1732 | loss: 0.0311842 | val_loss: 0.0311908 | Time: 3791.6 ms [2021-01-21 21:26:18 main:574] : INFO : Epoch 1733 | loss: 0.0311881 | val_loss: 0.031191 | Time: 3955.15 ms [2021-01-21 21:26:21 main:574] : INFO : Epoch 1734 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 3462.9 ms [2021-01-21 21:26:25 main:574] : INFO : Epoch 1735 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 3954.99 ms [2021-01-21 21:26:29 main:574] : INFO : Epoch 1736 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 3545.87 ms [2021-01-21 21:26:33 main:574] : INFO : Epoch 1737 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 3508.85 ms [2021-01-21 21:26:37 main:574] : INFO : Epoch 1738 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 3522.48 ms [2021-01-21 21:26:40 main:574] : INFO : Epoch 1739 | loss: 0.0311876 | val_loss: 0.031198 | Time: 3567.77 ms [2021-01-21 21:26:44 main:574] : INFO : Epoch 1740 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 3449.73 ms [2021-01-21 21:26:48 main:574] : INFO : Epoch 1741 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 3718.48 ms [2021-01-21 21:26:52 main:574] : INFO : Epoch 1742 | loss: 0.0311879 | val_loss: 0.0311908 | Time: 4007.44 ms [2021-01-21 21:26:56 main:574] : INFO : Epoch 1743 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 3892.89 ms [2021-01-21 21:27:00 main:574] : INFO : Epoch 1744 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 3486.37 ms [2021-01-21 21:27:03 main:574] : INFO : Epoch 1745 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 3647.51 ms [2021-01-21 21:27:07 main:574] : INFO : Epoch 1746 | loss: 0.0311855 | val_loss: 0.0311875 | Time: 3587.02 ms [2021-01-21 21:27:11 main:574] : INFO : Epoch 1747 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 3410.36 ms [2021-01-21 21:27:14 main:574] : INFO : Epoch 1748 | loss: 0.0311846 | val_loss: 0.031187 | Time: 3603.87 ms [2021-01-21 21:27:18 main:574] : INFO : Epoch 1749 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 3616.62 ms [2021-01-21 21:27:22 main:574] : INFO : Epoch 1750 | loss: 0.031184 | val_loss: 0.031187 | Time: 3541.64 ms [2021-01-21 21:27:25 main:574] : INFO : Epoch 1751 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 3784.59 ms [2021-01-21 21:27:29 main:574] : INFO : Epoch 1752 | loss: 0.0311829 | val_loss: 0.0311843 | Time: 3631.3 ms [2021-01-21 21:27:33 main:574] : INFO : Epoch 1753 | loss: 0.0311812 | val_loss: 0.031185 | Time: 3682.94 ms [2021-01-21 21:27:37 main:574] : INFO : Epoch 1754 | loss: 0.03118 | val_loss: 0.0311852 | Time: 4097.53 ms [2021-01-21 21:27:41 main:574] : INFO : Epoch 1755 | loss: 0.0311805 | val_loss: 0.0311898 | Time: 3661.86 ms [2021-01-21 21:27:45 main:574] : INFO : Epoch 1756 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 3480.32 ms [2021-01-21 21:27:49 main:574] : INFO : Epoch 1757 | loss: 0.0311828 | val_loss: 0.0311853 | Time: 3838.64 ms [2021-01-21 21:27:52 main:574] : INFO : Epoch 1758 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 3639.83 ms [2021-01-21 21:27:56 main:574] : INFO : Epoch 1759 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 3592.11 ms [2021-01-21 21:28:00 main:574] : INFO : Epoch 1760 | loss: 0.0311825 | val_loss: 0.031185 | Time: 3483.98 ms [2021-01-21 21:28:04 main:574] : INFO : Epoch 1761 | loss: 0.0311814 | val_loss: 0.0311823 | Time: 4033.47 ms [2021-01-21 21:28:08 main:574] : INFO : Epoch 1762 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 3977.64 ms [2021-01-21 21:28:12 main:574] : INFO : Epoch 1763 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 3732.28 ms [2021-01-21 21:28:16 main:574] : INFO : Epoch 1764 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 3915.24 ms [2021-01-21 21:28:19 main:574] : INFO : Epoch 1765 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 3766.28 ms [2021-01-21 21:28:23 main:574] : INFO : Epoch 1766 | loss: 0.0311801 | val_loss: 0.0311833 | Time: 3546.22 ms [2021-01-21 21:28:27 main:574] : INFO : Epoch 1767 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 3546.25 ms [2021-01-21 21:28:31 main:574] : INFO : Epoch 1768 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 3635.17 ms [2021-01-21 21:28:34 main:574] : INFO : Epoch 1769 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 3492.62 ms [2021-01-21 21:28:38 main:574] : INFO : Epoch 1770 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 3436.56 ms [2021-01-21 21:28:42 main:574] : INFO : Epoch 1771 | loss: 0.0311798 | val_loss: 0.0311836 | Time: 3741.45 ms [2021-01-21 21:28:45 main:574] : INFO : Epoch 1772 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 3840.88 ms [2021-01-21 21:28:49 main:574] : INFO : Epoch 1773 | loss: 0.0311782 | val_loss: 0.031183 | Time: 3865.1 ms [2021-01-21 21:28:53 main:574] : INFO : Epoch 1774 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 3482.32 ms [2021-01-21 21:28:57 main:574] : INFO : Epoch 1775 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 3506.52 ms [2021-01-21 21:29:00 main:574] : INFO : Epoch 1776 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 3487.26 ms [2021-01-21 21:29:04 main:574] : INFO : Epoch 1777 | loss: 0.0311845 | val_loss: 0.0311871 | Time: 3816.37 ms [2021-01-21 21:29:08 main:574] : INFO : Epoch 1778 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 3996.75 ms [2021-01-21 21:29:12 main:574] : INFO : Epoch 1779 | loss: 0.0312004 | val_loss: 0.0312045 | Time: 3979.21 ms [2021-01-21 21:29:16 main:574] : INFO : Epoch 1780 | loss: 0.0312056 | val_loss: 0.0312004 | Time: 3631.28 ms [2021-01-21 21:29:20 main:574] : INFO : Epoch 1781 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 3826.79 ms [2021-01-21 21:29:24 main:574] : INFO : Epoch 1782 | loss: 0.031203 | val_loss: 0.0311976 | Time: 3593.58 ms [2021-01-21 21:29:27 main:574] : INFO : Epoch 1783 | loss: 0.031199 | val_loss: 0.0311956 | Time: 3632.54 ms [2021-01-21 21:29:31 main:574] : INFO : Epoch 1784 | loss: 0.0311979 | val_loss: 0.0311956 | Time: 3640.54 ms [2021-01-21 21:29:35 main:574] : INFO : Epoch 1785 | loss: 0.0311964 | val_loss: 0.031196 | Time: 3426.58 ms [2021-01-21 21:29:39 main:574] : INFO : Epoch 1786 | loss: 0.0312037 | val_loss: 0.0312119 | Time: 4185.97 ms [2021-01-21 21:29:43 main:574] : INFO : Epoch 1787 | loss: 0.0312123 | val_loss: 0.0312107 | Time: 3706.23 ms [2021-01-21 21:29:46 main:574] : INFO : Epoch 1788 | loss: 0.0312104 | val_loss: 0.0312102 | Time: 3457.76 ms [2021-01-21 21:29:50 main:574] : INFO : Epoch 1789 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 4074.29 ms [2021-01-21 21:29:55 main:574] : INFO : Epoch 1790 | loss: 0.0312071 | val_loss: 0.0312089 | Time: 4090.63 ms [2021-01-21 21:29:58 main:574] : INFO : Epoch 1791 | loss: 0.0312058 | val_loss: 0.0312093 | Time: 3452.34 ms [2021-01-21 21:30:02 main:574] : INFO : Epoch 1792 | loss: 0.031206 | val_loss: 0.0312095 | Time: 3924.28 ms [2021-01-21 21:30:06 main:574] : INFO : Epoch 1793 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 3932.95 ms [2021-01-21 21:30:10 main:574] : INFO : Epoch 1794 | loss: 0.0312048 | val_loss: 0.0312091 | Time: 3669.24 ms [2021-01-21 21:30:14 main:574] : INFO : Epoch 1795 | loss: 0.0312037 | val_loss: 0.0312066 | Time: 3643.65 ms [2021-01-21 21:30:18 main:574] : INFO : Epoch 1796 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 3844.54 ms [2021-01-21 21:30:22 main:574] : INFO : Epoch 1797 | loss: 0.0311979 | val_loss: 0.031198 | Time: 3897.25 ms [2021-01-21 21:30:26 main:574] : INFO : Epoch 1798 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 3781.76 ms [2021-01-21 21:30:29 main:574] : INFO : Epoch 1799 | loss: 0.0311952 | val_loss: 0.0311973 | Time: 3600.21 ms [2021-01-21 21:30:33 main:574] : INFO : Epoch 1800 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 3439.93 ms [2021-01-21 21:30:36 main:574] : INFO : Epoch 1801 | loss: 0.031195 | val_loss: 0.0311997 | Time: 3520.96 ms [2021-01-21 21:30:40 main:574] : INFO : Epoch 1802 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 3465.54 ms [2021-01-21 21:30:44 main:574] : INFO : Epoch 1803 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 3653.34 ms [2021-01-21 21:30:48 main:574] : INFO : Epoch 1804 | loss: 0.0311942 | val_loss: 0.0311961 | Time: 3710.63 ms [2021-01-21 21:30:51 main:574] : INFO : Epoch 1805 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 3650.09 ms [2021-01-21 21:30:55 main:574] : INFO : Epoch 1806 | loss: 0.0311937 | val_loss: 0.0311967 | Time: 3833.65 ms [2021-01-21 21:30:59 main:574] : INFO : Epoch 1807 | loss: 0.0311956 | val_loss: 0.031199 | Time: 3464.04 ms [2021-01-21 21:31:03 main:574] : INFO : Epoch 1808 | loss: 0.0311959 | val_loss: 0.031196 | Time: 3755.46 ms [2021-01-21 21:31:07 main:574] : INFO : Epoch 1809 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 3989 ms [2021-01-21 21:31:10 main:574] : INFO : Epoch 1810 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 3563.17 ms [2021-01-21 21:31:14 main:574] : INFO : Epoch 1811 | loss: 0.031196 | val_loss: 0.0311998 | Time: 3467.87 ms [2021-01-21 21:31:18 main:574] : INFO : Epoch 1812 | loss: 0.0311956 | val_loss: 0.031196 | Time: 3861.21 ms [2021-01-21 21:31:22 main:574] : INFO : Epoch 1813 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 4036.43 ms [2021-01-21 21:31:26 main:574] : INFO : Epoch 1814 | loss: 0.0311943 | val_loss: 0.031195 | Time: 3472.68 ms [2021-01-21 21:31:29 main:574] : INFO : Epoch 1815 | loss: 0.0311937 | val_loss: 0.0311953 | Time: 3516.36 ms [2021-01-21 21:31:33 main:574] : INFO : Epoch 1816 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 3531.12 ms [2021-01-21 21:31:37 main:574] : INFO : Epoch 1817 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 3553.07 ms [2021-01-21 21:31:40 main:574] : INFO : Epoch 1818 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 3667.73 ms [2021-01-21 21:31:44 main:574] : INFO : Epoch 1819 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 3513.37 ms [2021-01-21 21:31:48 main:574] : INFO : Epoch 1820 | loss: 0.0311996 | val_loss: 0.0312029 | Time: 3628.8 ms [2021-01-21 21:31:51 main:574] : INFO : Epoch 1821 | loss: 0.031199 | val_loss: 0.0312001 | Time: 3434.63 ms [2021-01-21 21:31:55 main:574] : INFO : Epoch 1822 | loss: 0.0312093 | val_loss: 0.0312141 | Time: 3654.6 ms [2021-01-21 21:31:59 main:574] : INFO : Epoch 1823 | loss: 0.0312167 | val_loss: 0.031213 | Time: 3630.18 ms [2021-01-21 21:32:03 main:574] : INFO : Epoch 1824 | loss: 0.0312153 | val_loss: 0.0312138 | Time: 3847.39 ms [2021-01-21 21:32:06 main:574] : INFO : Epoch 1825 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 3574.18 ms [2021-01-21 21:32:10 main:574] : INFO : Epoch 1826 | loss: 0.0312176 | val_loss: 0.0312132 | Time: 3764.58 ms [2021-01-21 21:32:14 main:574] : INFO : Epoch 1827 | loss: 0.0312144 | val_loss: 0.0312099 | Time: 3945.89 ms [2021-01-21 21:32:18 main:574] : INFO : Epoch 1828 | loss: 0.0312126 | val_loss: 0.0312098 | Time: 3590.69 ms [2021-01-21 21:32:22 main:574] : INFO : Epoch 1829 | loss: 0.0312113 | val_loss: 0.0312083 | Time: 3618.05 ms [2021-01-21 21:32:26 main:574] : INFO : Epoch 1830 | loss: 0.0312111 | val_loss: 0.0312075 | Time: 3943.02 ms [2021-01-21 21:32:30 main:574] : INFO : Epoch 1831 | loss: 0.0312108 | val_loss: 0.0312072 | Time: 3986.55 ms [2021-01-21 21:32:34 main:574] : INFO : Epoch 1832 | loss: 0.0312098 | val_loss: 0.0312076 | Time: 3892.11 ms [2021-01-21 21:32:38 main:574] : INFO : Epoch 1833 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 3931.21 ms [2021-01-21 21:32:42 main:574] : INFO : Epoch 1834 | loss: 0.0312097 | val_loss: 0.0312067 | Time: 3945.31 ms [2021-01-21 21:32:46 main:574] : INFO : Epoch 1835 | loss: 0.031209 | val_loss: 0.0312073 | Time: 3869.85 ms [2021-01-21 21:32:50 main:574] : INFO : Epoch 1836 | loss: 0.0312103 | val_loss: 0.0312078 | Time: 3835.82 ms [2021-01-21 21:32:54 main:574] : INFO : Epoch 1837 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 3673.33 ms [2021-01-21 21:32:58 main:574] : INFO : Epoch 1838 | loss: 0.0312091 | val_loss: 0.0312075 | Time: 3472.54 ms [2021-01-21 21:33:02 main:574] : INFO : Epoch 1839 | loss: 0.031211 | val_loss: 0.0312106 | Time: 3950.43 ms [2021-01-21 21:33:05 main:574] : INFO : Epoch 1840 | loss: 0.0312113 | val_loss: 0.03121 | Time: 3526.72 ms [2021-01-21 21:33:09 main:574] : INFO : Epoch 1841 | loss: 0.0312106 | val_loss: 0.031206 | Time: 3700.7 ms [2021-01-21 21:33:13 main:574] : INFO : Epoch 1842 | loss: 0.0312095 | val_loss: 0.0312062 | Time: 3632.52 ms [2021-01-21 21:33:17 main:574] : INFO : Epoch 1843 | loss: 0.0312087 | val_loss: 0.0312062 | Time: 3707.21 ms [2021-01-21 21:33:20 main:574] : INFO : Epoch 1844 | loss: 0.0312084 | val_loss: 0.0312064 | Time: 3726.79 ms [2021-01-21 21:33:24 main:574] : INFO : Epoch 1845 | loss: 0.0312084 | val_loss: 0.031206 | Time: 3556.29 ms [2021-01-21 21:33:28 main:574] : INFO : Epoch 1846 | loss: 0.0312088 | val_loss: 0.0312068 | Time: 3500.89 ms [2021-01-21 21:33:31 main:574] : INFO : Epoch 1847 | loss: 0.0312079 | val_loss: 0.0312056 | Time: 3822.51 ms [2021-01-21 21:33:35 main:574] : INFO : Epoch 1848 | loss: 0.031208 | val_loss: 0.0312063 | Time: 3711.7 ms [2021-01-21 21:33:39 main:574] : INFO : Epoch 1849 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 3864.78 ms [2021-01-21 21:33:43 main:574] : INFO : Epoch 1850 | loss: 0.0312078 | val_loss: 0.0312075 | Time: 3659.72 ms [2021-01-21 21:33:47 main:574] : INFO : Epoch 1851 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 3616.33 ms [2021-01-21 21:33:50 main:574] : INFO : Epoch 1852 | loss: 0.0312086 | val_loss: 0.0312067 | Time: 3533.06 ms [2021-01-21 21:33:54 main:574] : INFO : Epoch 1853 | loss: 0.0312076 | val_loss: 0.0312058 | Time: 3466.9 ms [2021-01-21 21:33:58 main:574] : INFO : Epoch 1854 | loss: 0.0312079 | val_loss: 0.0312061 | Time: 4032.26 ms [2021-01-21 21:34:02 main:574] : INFO : Epoch 1855 | loss: 0.0312074 | val_loss: 0.0312069 | Time: 3480.65 ms [2021-01-21 21:34:06 main:574] : INFO : Epoch 1856 | loss: 0.031208 | val_loss: 0.0312055 | Time: 3907.79 ms [2021-01-21 21:34:10 main:574] : INFO : Epoch 1857 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 3930.51 ms [2021-01-21 21:34:13 main:574] : INFO : Epoch 1858 | loss: 0.0312067 | val_loss: 0.0312052 | Time: 3565.2 ms [2021-01-21 21:34:17 main:574] : INFO : Epoch 1859 | loss: 0.0312071 | val_loss: 0.0312055 | Time: 3508.88 ms [2021-01-21 21:34:21 main:574] : INFO : Epoch 1860 | loss: 0.0312072 | val_loss: 0.0312058 | Time: 3605.68 ms [2021-01-21 21:34:25 main:574] : INFO : Epoch 1861 | loss: 0.0312076 | val_loss: 0.0312071 | Time: 3945.78 ms [2021-01-21 21:34:29 main:574] : INFO : Epoch 1862 | loss: 0.0312082 | val_loss: 0.0312068 | Time: 3869.48 ms [2021-01-21 21:34:33 main:574] : INFO : Epoch 1863 | loss: 0.031207 | val_loss: 0.0312061 | Time: 3765.26 ms [2021-01-21 21:34:37 main:574] : INFO : Epoch 1864 | loss: 0.0312071 | val_loss: 0.0312093 | Time: 4030.63 ms [2021-01-21 21:34:41 main:574] : INFO : Epoch 1865 | loss: 0.0312072 | val_loss: 0.0312047 | Time: 3772.58 ms [2021-01-21 21:34:44 main:574] : INFO : Epoch 1866 | loss: 0.031207 | val_loss: 0.0312044 | Time: 3546.27 ms [2021-01-21 21:34:48 main:574] : INFO : Epoch 1867 | loss: 0.0312065 | val_loss: 0.0312042 | Time: 3626.66 ms [2021-01-21 21:34:52 main:574] : INFO : Epoch 1868 | loss: 0.0312069 | val_loss: 0.0312069 | Time: 3506.38 ms [2021-01-21 21:34:55 main:574] : INFO : Epoch 1869 | loss: 0.0312076 | val_loss: 0.0312041 | Time: 3455.38 ms [2021-01-21 21:34:59 main:574] : INFO : Epoch 1870 | loss: 0.0312063 | val_loss: 0.0312041 | Time: 3632.5 ms [2021-01-21 21:35:03 main:574] : INFO : Epoch 1871 | loss: 0.0312062 | val_loss: 0.0312046 | Time: 3549.47 ms [2021-01-21 21:35:06 main:574] : INFO : Epoch 1872 | loss: 0.031207 | val_loss: 0.0312049 | Time: 3519 ms [2021-01-21 21:35:10 main:574] : INFO : Epoch 1873 | loss: 0.0312072 | val_loss: 0.0312046 | Time: 3583.58 ms [2021-01-21 21:35:13 main:574] : INFO : Epoch 1874 | loss: 0.0312078 | val_loss: 0.0312042 | Time: 3406.08 ms [2021-01-21 21:35:17 main:574] : INFO : Epoch 1875 | loss: 0.0312063 | val_loss: 0.031204 | Time: 3665.46 ms [2021-01-21 21:35:21 main:574] : INFO : Epoch 1876 | loss: 0.0312066 | val_loss: 0.0312038 | Time: 3950.64 ms [2021-01-21 21:35:25 main:574] : INFO : Epoch 1877 | loss: 0.0312066 | val_loss: 0.0312047 | Time: 3526.82 ms [2021-01-21 21:35:29 main:574] : INFO : Epoch 1878 | loss: 0.0312062 | val_loss: 0.0312057 | Time: 3697.94 ms [2021-01-21 21:35:33 main:574] : INFO : Epoch 1879 | loss: 0.0312065 | val_loss: 0.0312049 | Time: 3945.67 ms [2021-01-21 21:35:37 main:574] : INFO : Epoch 1880 | loss: 0.0312058 | val_loss: 0.0312037 | Time: 3890.15 ms [2021-01-21 21:35:41 main:574] : INFO : Epoch 1881 | loss: 0.0312053 | val_loss: 0.0312037 | Time: 3961.62 ms [2021-01-21 21:35:45 main:574] : INFO : Epoch 1882 | loss: 0.0312052 | val_loss: 0.0312034 | Time: 3437.91 ms [2021-01-21 21:35:48 main:574] : INFO : Epoch 1883 | loss: 0.0312055 | val_loss: 0.0312093 | Time: 3854.61 ms [2021-01-21 21:35:52 main:574] : INFO : Epoch 1884 | loss: 0.0312065 | val_loss: 0.0312036 | Time: 3571.82 ms [2021-01-21 21:35:57 main:574] : INFO : Epoch 1885 | loss: 0.0312054 | val_loss: 0.0312037 | Time: 4428.02 ms [2021-01-21 21:36:02 main:574] : INFO : Epoch 1886 | loss: 0.0312064 | val_loss: 0.0312037 | Time: 5037.56 ms [2021-01-21 21:36:06 main:574] : INFO : Epoch 1887 | loss: 0.0312059 | val_loss: 0.0312071 | Time: 4312.47 ms [2021-01-21 21:36:10 main:574] : INFO : Epoch 1888 | loss: 0.0312064 | val_loss: 0.0312046 | Time: 3474.76 ms [2021-01-21 21:36:14 main:574] : INFO : Epoch 1889 | loss: 0.0312065 | val_loss: 0.0312051 | Time: 3753.9 ms [2021-01-21 21:36:18 main:574] : INFO : Epoch 1890 | loss: 0.0312065 | val_loss: 0.0312049 | Time: 3538.8 ms [2021-01-21 21:36:22 main:574] : INFO : Epoch 1891 | loss: 0.0312067 | val_loss: 0.0312055 | Time: 3740.79 ms [2021-01-21 21:36:27 main:574] : INFO : Epoch 1892 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 3494.61 ms [2021-01-21 21:36:31 main:574] : INFO : Epoch 1893 | loss: 0.0312071 | val_loss: 0.0312058 | Time: 3685.5 ms [2021-01-21 21:36:35 main:574] : INFO : Epoch 1894 | loss: 0.0312063 | val_loss: 0.0312046 | Time: 3628.6 ms [2021-01-21 21:36:40 main:574] : INFO : Epoch 1895 | loss: 0.0312065 | val_loss: 0.0312108 | Time: 3829.75 ms [2021-01-21 21:36:44 main:574] : INFO : Epoch 1896 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 3925.45 ms [2021-01-21 21:36:48 main:574] : INFO : Epoch 1897 | loss: 0.0312064 | val_loss: 0.0312045 | Time: 3666 ms [2021-01-21 21:36:53 main:574] : INFO : Epoch 1898 | loss: 0.0312061 | val_loss: 0.0312043 | Time: 3554.5 ms [2021-01-21 21:36:57 main:574] : INFO : Epoch 1899 | loss: 0.0312051 | val_loss: 0.0312033 | Time: 3558.88 ms [2021-01-21 21:37:01 main:574] : INFO : Epoch 1900 | loss: 0.0312055 | val_loss: 0.0312054 | Time: 3540.08 ms [2021-01-21 21:37:06 main:574] : INFO : Epoch 1901 | loss: 0.0312103 | val_loss: 0.0312048 | Time: 3643.82 ms [2021-01-21 21:37:09 main:574] : INFO : Epoch 1902 | loss: 0.0312063 | val_loss: 0.031203 | Time: 3582.88 ms [2021-01-21 21:37:14 main:574] : INFO : Epoch 1903 | loss: 0.0312056 | val_loss: 0.0312062 | Time: 3990.64 ms [2021-01-21 21:37:18 main:574] : INFO : Epoch 1904 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 4015.28 ms [2021-01-21 21:37:23 main:574] : INFO : Epoch 1905 | loss: 0.0312046 | val_loss: 0.0312028 | Time: 3544.69 ms [2021-01-21 21:37:28 main:574] : INFO : Epoch 1906 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 3746.82 ms [2021-01-21 21:37:32 main:574] : INFO : Epoch 1907 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 3797.39 ms [2021-01-21 21:37:36 main:574] : INFO : Epoch 1908 | loss: 0.0312017 | val_loss: 0.0312031 | Time: 3678.23 ms [2021-01-21 21:37:40 main:574] : INFO : Epoch 1909 | loss: 0.0312022 | val_loss: 0.0312059 | Time: 3691.7 ms [2021-01-21 21:37:44 main:574] : INFO : Epoch 1910 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 3999.05 ms [2021-01-21 21:37:48 main:574] : INFO : Epoch 1911 | loss: 0.0312002 | val_loss: 0.0312015 | Time: 3968.56 ms [2021-01-21 21:37:52 main:574] : INFO : Epoch 1912 | loss: 0.0312 | val_loss: 0.0312016 | Time: 3517.93 ms [2021-01-21 21:37:55 main:574] : INFO : Epoch 1913 | loss: 0.0312007 | val_loss: 0.031201 | Time: 3462.13 ms [2021-01-21 21:38:00 main:574] : INFO : Epoch 1914 | loss: 0.0312031 | val_loss: 0.0312038 | Time: 4004.59 ms [2021-01-21 21:38:03 main:574] : INFO : Epoch 1915 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 3649.52 ms [2021-01-21 21:38:07 main:574] : INFO : Epoch 1916 | loss: 0.0312006 | val_loss: 0.0312025 | Time: 3507.05 ms [2021-01-21 21:38:11 main:574] : INFO : Epoch 1917 | loss: 0.0312 | val_loss: 0.0312012 | Time: 3560.79 ms [2021-01-21 21:38:14 main:574] : INFO : Epoch 1918 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 3596.33 ms [2021-01-21 21:38:18 main:574] : INFO : Epoch 1919 | loss: 0.0312027 | val_loss: 0.0311998 | Time: 3940.27 ms [2021-01-21 21:38:22 main:574] : INFO : Epoch 1920 | loss: 0.0311998 | val_loss: 0.0312002 | Time: 3714.48 ms [2021-01-21 21:38:26 main:574] : INFO : Epoch 1921 | loss: 0.0311995 | val_loss: 0.031199 | Time: 3666.04 ms [2021-01-21 21:38:30 main:574] : INFO : Epoch 1922 | loss: 0.0311988 | val_loss: 0.0312021 | Time: 3745.03 ms [2021-01-21 21:38:34 main:574] : INFO : Epoch 1923 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 3930.66 ms [2021-01-21 21:38:38 main:574] : INFO : Epoch 1924 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 4012.25 ms [2021-01-21 21:38:42 main:574] : INFO : Epoch 1925 | loss: 0.0311988 | val_loss: 0.0312005 | Time: 3901.7 ms [2021-01-21 21:38:46 main:574] : INFO : Epoch 1926 | loss: 0.0311995 | val_loss: 0.0311984 | Time: 4051.25 ms [2021-01-21 21:38:51 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 3941.12 ms [2021-01-21 21:38:54 main:574] : INFO : Epoch 1928 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 3543.25 ms [2021-01-21 21:38:58 main:574] : INFO : Epoch 1929 | loss: 0.0311964 | val_loss: 0.0311965 | Time: 3525.29 ms [2021-01-21 21:39:02 main:574] : INFO : Epoch 1930 | loss: 0.0311968 | val_loss: 0.0311967 | Time: 3689.22 ms [2021-01-21 21:39:06 main:574] : INFO : Epoch 1931 | loss: 0.0311966 | val_loss: 0.0311963 | Time: 3517.45 ms [2021-01-21 21:39:09 main:574] : INFO : Epoch 1932 | loss: 0.0311965 | val_loss: 0.0311984 | Time: 3624.67 ms [2021-01-21 21:39:13 main:574] : INFO : Epoch 1933 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 3532.77 ms [2021-01-21 21:39:17 main:574] : INFO : Epoch 1934 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 3991.6 ms [2021-01-21 21:39:21 main:574] : INFO : Epoch 1935 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 3481.85 ms [2021-01-21 21:39:25 main:574] : INFO : Epoch 1936 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 3953.34 ms [2021-01-21 21:39:29 main:574] : INFO : Epoch 1937 | loss: 0.031197 | val_loss: 0.0311969 | Time: 4002.92 ms [2021-01-21 21:39:33 main:574] : INFO : Epoch 1938 | loss: 0.0311971 | val_loss: 0.0311976 | Time: 3831.37 ms [2021-01-21 21:39:37 main:574] : INFO : Epoch 1939 | loss: 0.0311964 | val_loss: 0.031197 | Time: 3492.67 ms [2021-01-21 21:39:41 main:574] : INFO : Epoch 1940 | loss: 0.0311973 | val_loss: 0.0311968 | Time: 3978.56 ms [2021-01-21 21:39:45 main:574] : INFO : Epoch 1941 | loss: 0.0311972 | val_loss: 0.0311971 | Time: 3900.35 ms [2021-01-21 21:39:49 main:574] : INFO : Epoch 1942 | loss: 0.031197 | val_loss: 0.0311977 | Time: 3967.3 ms [2021-01-21 21:39:52 main:574] : INFO : Epoch 1943 | loss: 0.0311968 | val_loss: 0.031197 | Time: 3522.41 ms [2021-01-21 21:39:56 main:574] : INFO : Epoch 1944 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 3820.67 ms [2021-01-21 21:40:00 main:574] : INFO : Epoch 1945 | loss: 0.0311962 | val_loss: 0.0311969 | Time: 3670.68 ms [2021-01-21 21:40:04 main:574] : INFO : Epoch 1946 | loss: 0.031197 | val_loss: 0.0311975 | Time: 3482.95 ms [2021-01-21 21:40:07 main:574] : INFO : Epoch 1947 | loss: 0.031195 | val_loss: 0.0311963 | Time: 3703.04 ms [2021-01-21 21:40:11 main:574] : INFO : Epoch 1948 | loss: 0.0311959 | val_loss: 0.0311965 | Time: 3537.09 ms [2021-01-21 21:40:15 main:574] : INFO : Epoch 1949 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 3927.34 ms [2021-01-21 21:40:19 main:574] : INFO : Epoch 1950 | loss: 0.0311962 | val_loss: 0.0311965 | Time: 3659.3 ms [2021-01-21 21:40:23 main:574] : INFO : Epoch 1951 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 3559.1 ms [2021-01-21 21:40:26 main:574] : INFO : Epoch 1952 | loss: 0.0311973 | val_loss: 0.0311956 | Time: 3656.44 ms [2021-01-21 21:40:30 main:574] : INFO : Epoch 1953 | loss: 0.031197 | val_loss: 0.0311965 | Time: 3956.61 ms [2021-01-21 21:40:34 main:574] : INFO : Epoch 1954 | loss: 0.0311981 | val_loss: 0.0311956 | Time: 3827.4 ms [2021-01-21 21:40:38 main:574] : INFO : Epoch 1955 | loss: 0.0311963 | val_loss: 0.0311971 | Time: 3851.05 ms [2021-01-21 21:40:42 main:574] : INFO : Epoch 1956 | loss: 0.0311961 | val_loss: 0.0311963 | Time: 3640.92 ms [2021-01-21 21:40:46 main:574] : INFO : Epoch 1957 | loss: 0.031196 | val_loss: 0.0311978 | Time: 3969.97 ms [2021-01-21 21:40:50 main:574] : INFO : Epoch 1958 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 4040.87 ms [2021-01-21 21:40:54 main:574] : INFO : Epoch 1959 | loss: 0.0311958 | val_loss: 0.0311965 | Time: 3521.66 ms [2021-01-21 21:40:58 main:574] : INFO : Epoch 1960 | loss: 0.031195 | val_loss: 0.0311962 | Time: 4008.43 ms [2021-01-21 21:41:02 main:574] : INFO : Epoch 1961 | loss: 0.031195 | val_loss: 0.0311962 | Time: 4034.22 ms [2021-01-21 21:41:06 main:574] : INFO : Epoch 1962 | loss: 0.0311953 | val_loss: 0.0311975 | Time: 3612.58 ms [2021-01-21 21:41:10 main:574] : INFO : Epoch 1963 | loss: 0.0311953 | val_loss: 0.0311973 | Time: 3698.39 ms [2021-01-21 21:41:13 main:574] : INFO : Epoch 1964 | loss: 0.031195 | val_loss: 0.0311967 | Time: 3630.34 ms [2021-01-21 21:41:17 main:574] : INFO : Epoch 1965 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 3527.53 ms [2021-01-21 21:41:21 main:574] : INFO : Epoch 1966 | loss: 0.0311969 | val_loss: 0.031197 | Time: 3568.64 ms [2021-01-21 21:41:25 main:574] : INFO : Epoch 1967 | loss: 0.0311976 | val_loss: 0.0311984 | Time: 4054.34 ms [2021-01-21 21:41:28 main:574] : INFO : Epoch 1968 | loss: 0.0311965 | val_loss: 0.031196 | Time: 3475.63 ms [2021-01-21 21:41:32 main:574] : INFO : Epoch 1969 | loss: 0.0311967 | val_loss: 0.0312002 | Time: 3675.5 ms [2021-01-21 21:41:36 main:574] : INFO : Epoch 1970 | loss: 0.0311965 | val_loss: 0.0311975 | Time: 3594.38 ms [2021-01-21 21:41:40 main:574] : INFO : Epoch 1971 | loss: 0.0311965 | val_loss: 0.0311979 | Time: 3657.26 ms [2021-01-21 21:41:43 main:574] : INFO : Epoch 1972 | loss: 0.0311969 | val_loss: 0.031197 | Time: 3706.42 ms [2021-01-21 21:41:47 main:574] : INFO : Epoch 1973 | loss: 0.0311953 | val_loss: 0.031197 | Time: 3683.38 ms [2021-01-21 21:41:51 main:574] : INFO : Epoch 1974 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 3665.1 ms [2021-01-21 21:41:55 main:574] : INFO : Epoch 1975 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 3955.41 ms [2021-01-21 21:41:59 main:574] : INFO : Epoch 1976 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 4015.54 ms [2021-01-21 21:42:03 main:574] : INFO : Epoch 1977 | loss: 0.0311971 | val_loss: 0.0312048 | Time: 4011.95 ms [2021-01-21 21:42:07 main:574] : INFO : Epoch 1978 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 3944.19 ms [2021-01-21 21:42:11 main:574] : INFO : Epoch 1979 | loss: 0.0312002 | val_loss: 0.0311963 | Time: 3944.62 ms [2021-01-21 21:42:15 main:574] : INFO : Epoch 1980 | loss: 0.0311978 | val_loss: 0.0311971 | Time: 3883.8 ms [2021-01-21 21:42:19 main:574] : INFO : Epoch 1981 | loss: 0.0311949 | val_loss: 0.0311971 | Time: 3928.15 ms [2021-01-21 21:42:23 main:574] : INFO : Epoch 1982 | loss: 0.0311946 | val_loss: 0.0311971 | Time: 3793.18 ms [2021-01-21 21:42:27 main:574] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0311965 | Time: 3726.73 ms [2021-01-21 21:42:31 main:574] : INFO : Epoch 1984 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 3482.21 ms [2021-01-21 21:42:35 main:574] : INFO : Epoch 1985 | loss: 0.0311954 | val_loss: 0.031202 | Time: 3960.02 ms [2021-01-21 21:42:38 main:574] : INFO : Epoch 1986 | loss: 0.031196 | val_loss: 0.0311969 | Time: 3506.14 ms [2021-01-21 21:42:42 main:574] : INFO : Epoch 1987 | loss: 0.0311954 | val_loss: 0.0311969 | Time: 3467.91 ms [2021-01-21 21:42:46 main:574] : INFO : Epoch 1988 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 3985.83 ms [2021-01-21 21:42:50 main:574] : INFO : Epoch 1989 | loss: 0.031197 | val_loss: 0.0311971 | Time: 3783.49 ms [2021-01-21 21:42:53 main:574] : INFO : Epoch 1990 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 3456.95 ms [2021-01-21 21:42:57 main:574] : INFO : Epoch 1991 | loss: 0.0311956 | val_loss: 0.0311978 | Time: 3656.13 ms [2021-01-21 21:43:01 main:574] : INFO : Epoch 1992 | loss: 0.0311963 | val_loss: 0.0311978 | Time: 3999.28 ms [2021-01-21 21:43:05 main:574] : INFO : Epoch 1993 | loss: 0.0311956 | val_loss: 0.031197 | Time: 3846.76 ms [2021-01-21 21:43:09 main:574] : INFO : Epoch 1994 | loss: 0.0311972 | val_loss: 0.0311993 | Time: 3559.18 ms [2021-01-21 21:43:13 main:574] : INFO : Epoch 1995 | loss: 0.0312021 | val_loss: 0.0312009 | Time: 3753.77 ms [2021-01-21 21:43:16 main:574] : INFO : Epoch 1996 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 3494.38 ms [2021-01-21 21:43:20 main:574] : INFO : Epoch 1997 | loss: 0.0311998 | val_loss: 0.0312 | Time: 3510.79 ms [2021-01-21 21:43:24 main:574] : INFO : Epoch 1998 | loss: 0.0312009 | val_loss: 0.0312037 | Time: 3588.25 ms [2021-01-21 21:43:28 main:574] : INFO : Epoch 1999 | loss: 0.0312023 | val_loss: 0.0312014 | Time: 3936.95 ms [2021-01-21 21:43:32 main:574] : INFO : Epoch 2000 | loss: 0.0312006 | val_loss: 0.0311999 | Time: 3965.34 ms [2021-01-21 21:43:36 main:574] : INFO : Epoch 2001 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 4008.05 ms [2021-01-21 21:43:40 main:574] : INFO : Epoch 2002 | loss: 0.0312011 | val_loss: 0.0312028 | Time: 3544.06 ms [2021-01-21 21:43:44 main:574] : INFO : Epoch 2003 | loss: 0.0312048 | val_loss: 0.0312017 | Time: 3952.67 ms [2021-01-21 21:43:48 main:574] : INFO : Epoch 2004 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 3966.03 ms [2021-01-21 21:43:52 main:574] : INFO : Epoch 2005 | loss: 0.0312024 | val_loss: 0.0312003 | Time: 4103.19 ms [2021-01-21 21:43:56 main:574] : INFO : Epoch 2006 | loss: 0.0312012 | val_loss: 0.0312005 | Time: 3882.97 ms [2021-01-21 21:44:00 main:574] : INFO : Epoch 2007 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 3657.74 ms [2021-01-21 21:44:04 main:574] : INFO : Epoch 2008 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 3707.93 ms [2021-01-21 21:44:08 main:574] : INFO : Epoch 2009 | loss: 0.0312002 | val_loss: 0.0311994 | Time: 3829.8 ms [2021-01-21 21:44:12 main:574] : INFO : Epoch 2010 | loss: 0.0312011 | val_loss: 0.0312036 | Time: 3988.27 ms [2021-01-21 21:44:16 main:574] : INFO : Epoch 2011 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 3911.09 ms [2021-01-21 21:44:20 main:574] : INFO : Epoch 2012 | loss: 0.0311985 | val_loss: 0.0311989 | Time: 3855.14 ms [2021-01-21 21:44:24 main:574] : INFO : Epoch 2013 | loss: 0.0312 | val_loss: 0.0311994 | Time: 3803.96 ms [2021-01-21 21:44:28 main:574] : INFO : Epoch 2014 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 3852.68 ms [2021-01-21 21:44:32 main:574] : INFO : Epoch 2015 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 3936.74 ms [2021-01-21 21:44:35 main:574] : INFO : Epoch 2016 | loss: 0.0311966 | val_loss: 0.031199 | Time: 3735.07 ms [2021-01-21 21:44:40 main:574] : INFO : Epoch 2017 | loss: 0.0311971 | val_loss: 0.0311987 | Time: 3938.37 ms [2021-01-21 21:44:43 main:574] : INFO : Epoch 2018 | loss: 0.0311961 | val_loss: 0.0311991 | Time: 3808.55 ms [2021-01-21 21:44:47 main:574] : INFO : Epoch 2019 | loss: 0.0311955 | val_loss: 0.0311983 | Time: 3660.06 ms [2021-01-21 21:44:51 main:574] : INFO : Epoch 2020 | loss: 0.031197 | val_loss: 0.0311986 | Time: 3686.77 ms [2021-01-21 21:44:55 main:574] : INFO : Epoch 2021 | loss: 0.0311973 | val_loss: 0.0311979 | Time: 3883.09 ms [2021-01-21 21:44:59 main:574] : INFO : Epoch 2022 | loss: 0.0311976 | val_loss: 0.0311976 | Time: 3457.23 ms [2021-01-21 21:45:02 main:574] : INFO : Epoch 2023 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 3562.5 ms [2021-01-21 21:45:06 main:574] : INFO : Epoch 2024 | loss: 0.0311968 | val_loss: 0.0311993 | Time: 3912.19 ms [2021-01-21 21:45:10 main:574] : INFO : Epoch 2025 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 3768.67 ms [2021-01-21 21:45:14 main:574] : INFO : Epoch 2026 | loss: 0.0311968 | val_loss: 0.0311989 | Time: 3553.1 ms [2021-01-21 21:45:18 main:574] : INFO : Epoch 2027 | loss: 0.0311975 | val_loss: 0.0311986 | Time: 3651.62 ms [2021-01-21 21:45:22 main:574] : INFO : Epoch 2028 | loss: 0.031196 | val_loss: 0.0311977 | Time: 3469.45 ms [2021-01-21 21:45:25 main:574] : INFO : Epoch 2029 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 3505.36 ms [2021-01-21 21:45:29 main:574] : INFO : Epoch 2030 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 3414.67 ms [2021-01-21 21:45:33 main:574] : INFO : Epoch 2031 | loss: 0.0311956 | val_loss: 0.0311974 | Time: 3486.32 ms [2021-01-21 21:45:37 main:574] : INFO : Epoch 2032 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 4076.25 ms [2021-01-21 21:45:41 main:574] : INFO : Epoch 2033 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 4043.64 ms [2021-01-21 21:45:45 main:574] : INFO : Epoch 2034 | loss: 0.0311947 | val_loss: 0.0311975 | Time: 3688.01 ms [2021-01-21 21:45:49 main:574] : INFO : Epoch 2035 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 3650.76 ms [2021-01-21 21:45:53 main:574] : INFO : Epoch 2036 | loss: 0.0311987 | val_loss: 0.0312039 | Time: 4090.4 ms [2021-01-21 21:45:57 main:574] : INFO : Epoch 2037 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 4057.75 ms [2021-01-21 21:46:01 main:574] : INFO : Epoch 2038 | loss: 0.0311981 | val_loss: 0.0311979 | Time: 3609.55 ms [2021-01-21 21:46:05 main:574] : INFO : Epoch 2039 | loss: 0.0311948 | val_loss: 0.0311969 | Time: 4058.93 ms [2021-01-21 21:46:09 main:574] : INFO : Epoch 2040 | loss: 0.031194 | val_loss: 0.0311974 | Time: 4019.97 ms [2021-01-21 21:46:13 main:574] : INFO : Epoch 2041 | loss: 0.0311942 | val_loss: 0.0311992 | Time: 3772.15 ms [2021-01-21 21:46:17 main:574] : INFO : Epoch 2042 | loss: 0.0312063 | val_loss: 0.0312177 | Time: 3519.32 ms [2021-01-21 21:46:21 main:574] : INFO : Epoch 2043 | loss: 0.0312164 | val_loss: 0.0312164 | Time: 3794.35 ms [2021-01-21 21:46:24 main:574] : INFO : Epoch 2044 | loss: 0.0312169 | val_loss: 0.0312223 | Time: 3687.94 ms [2021-01-21 21:46:28 main:574] : INFO : Epoch 2045 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 3447.53 ms [2021-01-21 21:46:32 main:574] : INFO : Epoch 2046 | loss: 0.0312111 | val_loss: 0.0312114 | Time: 3730.34 ms [2021-01-21 21:46:36 main:574] : INFO : Epoch 2047 | loss: 0.0312102 | val_loss: 0.0312118 | Time: 3597.36 ms [2021-01-21 21:46:40 main:574] : INFO : Epoch 2048 | loss: 0.0312094 | val_loss: 0.0312096 | Time: 3873.13 ms [2021-01-21 21:46:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312096 [2021-01-21 21:46:40 main:603] : INFO : Saving end state to config to file [2021-01-21 21:46:40 main:608] : INFO : Success, exiting.. 21:46:40 (9280): 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)