Task 13497318
| Name | ParityModified-1647049396-6452-1-0_0 |
| Workunit | 10597955 |
| Created | 21 Mar 2022, 7:06:44 UTC |
| Sent | 30 Mar 2022, 10:52:16 UTC |
| Report deadline | 7 Apr 2022, 10:52:16 UTC |
| Received | 2 Apr 2022, 8:46:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 56 min 14 sec |
| CPU time | 1 hours 47 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 16:26 main:574] : INFO : Epoch 1542 | loss: 0.0311921 | val_loss: 0.0312018 | Time: 3486.6 ms [2022-04-02 01:16:30 main:574] : INFO : Epoch 1543 | loss: 0.0311928 | val_loss: 0.0312031 | Time: 3630.59 ms [2022-04-02 01:16:33 main:574] : INFO : Epoch 1544 | loss: 0.0311932 | val_loss: 0.0312018 | Time: 3497.71 ms [2022-04-02 01:16:37 main:574] : INFO : Epoch 1545 | loss: 0.0311945 | val_loss: 0.031205 | Time: 3531.61 ms [2022-04-02 01:16:41 main:574] : INFO : Epoch 1546 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 3518.97 ms [2022-04-02 01:16:44 main:574] : INFO : Epoch 1547 | loss: 0.0311936 | val_loss: 0.0312027 | Time: 3523.36 ms [2022-04-02 01:16:48 main:574] : INFO : Epoch 1548 | loss: 0.0311957 | val_loss: 0.031204 | Time: 3519.07 ms [2022-04-02 01:16:51 main:574] : INFO : Epoch 1549 | loss: 0.0311958 | val_loss: 0.0312045 | Time: 3391.21 ms [2022-04-02 01:16:55 main:574] : INFO : Epoch 1550 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 3516.98 ms [2022-04-02 01:16:58 main:574] : INFO : Epoch 1551 | loss: 0.0311942 | val_loss: 0.031208 | Time: 3418.5 ms [2022-04-02 01:17:02 main:574] : INFO : Epoch 1552 | loss: 0.031196 | val_loss: 0.0312109 | Time: 3578.78 ms [2022-04-02 01:17:05 main:574] : INFO : Epoch 1553 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 3444.32 ms [2022-04-02 01:17:08 main:574] : INFO : Epoch 1554 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 3483.35 ms [2022-04-02 01:17:12 main:574] : INFO : Epoch 1555 | loss: 0.0311927 | val_loss: 0.0312006 | Time: 3570.03 ms [2022-04-02 01:17:15 main:574] : INFO : Epoch 1556 | loss: 0.0311939 | val_loss: 0.0312038 | Time: 3418.61 ms [2022-04-02 01:17:19 main:574] : INFO : Epoch 1557 | loss: 0.0311944 | val_loss: 0.031202 | Time: 3512.7 ms [2022-04-02 01:17:22 main:574] : INFO : Epoch 1558 | loss: 0.0311949 | val_loss: 0.0311999 | Time: 3516.03 ms [2022-04-02 01:17:26 main:574] : INFO : Epoch 1559 | loss: 0.0311931 | val_loss: 0.0312005 | Time: 3777.75 ms [2022-04-02 01:17:30 main:574] : INFO : Epoch 1560 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 3993.75 ms [2022-04-02 01:17:44 main:574] : INFO : Epoch 1561 | loss: 0.0311923 | val_loss: 0.0312003 | Time: 13767.8 ms [2022-04-02 01:17:47 main:574] : INFO : Epoch 1562 | loss: 0.0311938 | val_loss: 0.031205 | Time: 3379.78 ms [2022-04-02 01:17:51 main:574] : INFO : Epoch 1563 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 3486.94 ms [2022-04-02 01:17:54 main:574] : INFO : Epoch 1564 | loss: 0.0311949 | val_loss: 0.0312012 | Time: 3494.43 ms [2022-04-02 01:17:58 main:574] : INFO : Epoch 1565 | loss: 0.0311929 | val_loss: 0.0312069 | Time: 3434.11 ms [2022-04-02 01:18:01 main:574] : INFO : Epoch 1566 | loss: 0.0311965 | val_loss: 0.0312095 | Time: 3487.45 ms [2022-04-02 01:18:05 main:574] : INFO : Epoch 1567 | loss: 0.031191 | val_loss: 0.0311987 | Time: 3493.27 ms [2022-04-02 01:18:09 main:574] : INFO : Epoch 1568 | loss: 0.0311894 | val_loss: 0.0311988 | Time: 3941.92 ms [2022-04-02 01:18:13 main:574] : INFO : Epoch 1569 | loss: 0.0311895 | val_loss: 0.0311991 | Time: 3919.92 ms [2022-04-02 01:18:17 main:574] : INFO : Epoch 1570 | loss: 0.0311931 | val_loss: 0.0311993 | Time: 4000.48 ms [2022-04-02 01:18:21 main:574] : INFO : Epoch 1571 | loss: 0.0311944 | val_loss: 0.0312024 | Time: 4044.55 ms [2022-04-02 01:18:25 main:574] : INFO : Epoch 1572 | loss: 0.0311944 | val_loss: 0.0311996 | Time: 3932.24 ms [2022-04-02 01:18:29 main:574] : INFO : Epoch 1573 | loss: 0.0311917 | val_loss: 0.031201 | Time: 4035.94 ms [2022-04-02 01:18:33 main:574] : INFO : Epoch 1574 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 4032.69 ms [2022-04-02 01:18:37 main:574] : INFO : Epoch 1575 | loss: 0.0311914 | val_loss: 0.0312018 | Time: 4000.46 ms [2022-04-02 01:18:41 main:574] : INFO : Epoch 1576 | loss: 0.0311919 | val_loss: 0.0312017 | Time: 3963.96 ms [2022-04-02 01:18:45 main:574] : INFO : Epoch 1577 | loss: 0.0311913 | val_loss: 0.0312019 | Time: 4033.84 ms [2022-04-02 01:18:49 main:574] : INFO : Epoch 1578 | loss: 0.031192 | val_loss: 0.0312028 | Time: 4073.37 ms [2022-04-02 01:18:53 main:574] : INFO : Epoch 1579 | loss: 0.0311911 | val_loss: 0.0312029 | Time: 4105.2 ms [2022-04-02 01:18:57 main:574] : INFO : Epoch 1580 | loss: 0.0311894 | val_loss: 0.0312016 | Time: 4049.26 ms [2022-04-02 01:19:01 main:574] : INFO : Epoch 1581 | loss: 0.03119 | val_loss: 0.0311996 | Time: 4067.05 ms [2022-04-02 01:19:05 main:574] : INFO : Epoch 1582 | loss: 0.0311895 | val_loss: 0.0312007 | Time: 4067.62 ms [2022-04-02 01:19:09 main:574] : INFO : Epoch 1583 | loss: 0.0311919 | val_loss: 0.0312011 | Time: 3867.28 ms [2022-04-02 01:19:13 main:574] : INFO : Epoch 1584 | loss: 0.0311883 | val_loss: 0.0312004 | Time: 4076.26 ms [2022-04-02 01:19:17 main:574] : INFO : Epoch 1585 | loss: 0.0311874 | val_loss: 0.0312043 | Time: 4035.15 ms [2022-04-02 01:19:21 main:574] : INFO : Epoch 1586 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 4046.73 ms [2022-04-02 01:19:25 main:574] : INFO : Epoch 1587 | loss: 0.0311865 | val_loss: 0.0311999 | Time: 4043.37 ms [2022-04-02 01:19:29 main:574] : INFO : Epoch 1588 | loss: 0.0311875 | val_loss: 0.0311981 | Time: 3980.07 ms [2022-04-02 01:19:44 main:574] : INFO : Epoch 1589 | loss: 0.031187 | val_loss: 0.0311997 | Time: 14299.7 ms [2022-04-02 01:19:47 main:574] : INFO : Epoch 1590 | loss: 0.0311871 | val_loss: 0.0312031 | Time: 3893.11 ms [2022-04-02 01:19:51 main:574] : INFO : Epoch 1591 | loss: 0.0311987 | val_loss: 0.0312009 | Time: 3831.33 ms [2022-04-02 01:19:55 main:574] : INFO : Epoch 1592 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 3701.48 ms [2022-04-02 01:19:58 main:574] : INFO : Epoch 1593 | loss: 0.0311946 | val_loss: 0.0312023 | Time: 3347.14 ms [2022-04-02 01:20:02 main:574] : INFO : Epoch 1594 | loss: 0.0311933 | val_loss: 0.0312017 | Time: 3615.95 ms [2022-04-02 01:20:05 main:574] : INFO : Epoch 1595 | loss: 0.0311927 | val_loss: 0.0312007 | Time: 3556.6 ms [2022-04-02 01:20:09 main:574] : INFO : Epoch 1596 | loss: 0.031191 | val_loss: 0.0312006 | Time: 3564.43 ms [2022-04-02 01:20:13 main:574] : INFO : Epoch 1597 | loss: 0.031189 | val_loss: 0.0312032 | Time: 3514.75 ms [2022-04-02 01:20:16 main:574] : INFO : Epoch 1598 | loss: 0.0311896 | val_loss: 0.0311991 | Time: 3522.7 ms [2022-04-02 01:20:20 main:574] : INFO : Epoch 1599 | loss: 0.031189 | val_loss: 0.0312003 | Time: 3546.49 ms [2022-04-02 01:20:23 main:574] : INFO : Epoch 1600 | loss: 0.0311898 | val_loss: 0.0312017 | Time: 3546.07 ms [2022-04-02 01:20:27 main:574] : INFO : Epoch 1601 | loss: 0.0311913 | val_loss: 0.0311984 | Time: 3501.61 ms [2022-04-02 01:20:30 main:574] : INFO : Epoch 1602 | loss: 0.0311903 | val_loss: 0.0311996 | Time: 3599.36 ms [2022-04-02 01:20:34 main:574] : INFO : Epoch 1603 | loss: 0.0311884 | val_loss: 0.0311985 | Time: 3462.6 ms [2022-04-02 01:20:37 main:574] : INFO : Epoch 1604 | loss: 0.0311894 | val_loss: 0.0311984 | Time: 3454.15 ms [2022-04-02 01:20:41 main:574] : INFO : Epoch 1605 | loss: 0.0311885 | val_loss: 0.0312016 | Time: 3561.78 ms [2022-04-02 01:20:44 main:574] : INFO : Epoch 1606 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 3595.74 ms [2022-04-02 01:20:48 main:574] : INFO : Epoch 1607 | loss: 0.0311885 | val_loss: 0.0311977 | Time: 3503.85 ms [2022-04-02 01:20:51 main:574] : INFO : Epoch 1608 | loss: 0.0311875 | val_loss: 0.0312001 | Time: 3503.47 ms [2022-04-02 01:20:55 main:574] : INFO : Epoch 1609 | loss: 0.0311871 | val_loss: 0.0312003 | Time: 3485.22 ms [2022-04-02 01:20:58 main:574] : INFO : Epoch 1610 | loss: 0.0311863 | val_loss: 0.0311971 | Time: 3570.3 ms [2022-04-02 01:21:02 main:574] : INFO : Epoch 1611 | loss: 0.0311861 | val_loss: 0.0311997 | Time: 3521.93 ms [2022-04-02 01:21:06 main:574] : INFO : Epoch 1612 | loss: 0.0311875 | val_loss: 0.0312017 | Time: 3536.41 ms [2022-04-02 01:21:09 main:574] : INFO : Epoch 1613 | loss: 0.0311875 | val_loss: 0.0312008 | Time: 3511.03 ms [2022-04-02 01:21:13 main:574] : INFO : Epoch 1614 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 3465.64 ms [2022-04-02 01:21:16 main:574] : INFO : Epoch 1615 | loss: 0.0311895 | val_loss: 0.031202 | Time: 3511.48 ms [2022-04-02 01:21:20 main:574] : INFO : Epoch 1616 | loss: 0.0311871 | val_loss: 0.0312011 | Time: 3479.04 ms [2022-04-02 01:21:23 main:574] : INFO : Epoch 1617 | loss: 0.0311864 | val_loss: 0.0312063 | Time: 3480.86 ms [2022-04-02 01:21:27 main:574] : INFO : Epoch 1618 | loss: 0.0311903 | val_loss: 0.0312125 | Time: 3544.45 ms [2022-04-02 01:21:30 main:574] : INFO : Epoch 1619 | loss: 0.0311912 | val_loss: 0.0312 | Time: 3366.24 ms [2022-04-02 01:21:34 main:574] : INFO : Epoch 1620 | loss: 0.0311878 | val_loss: 0.0312043 | Time: 3574.31 ms [2022-04-02 01:21:37 main:574] : INFO : Epoch 1621 | loss: 0.0311875 | val_loss: 0.0312025 | Time: 3435.72 ms [2022-04-02 01:21:40 main:574] : INFO : Epoch 1622 | loss: 0.0311878 | val_loss: 0.0312057 | Time: 3535.48 ms [2022-04-02 01:21:44 main:574] : INFO : Epoch 1623 | loss: 0.0311899 | val_loss: 0.0312089 | Time: 3460.69 ms [2022-04-02 01:21:48 main:574] : INFO : Epoch 1624 | loss: 0.0311909 | val_loss: 0.0312037 | Time: 3589.82 ms [2022-04-02 01:21:51 main:574] : INFO : Epoch 1625 | loss: 0.0311901 | val_loss: 0.0312064 | Time: 3428.76 ms [2022-04-02 01:21:55 main:574] : INFO : Epoch 1626 | loss: 0.0311929 | val_loss: 0.0312052 | Time: 3529.11 ms [2022-04-02 01:21:58 main:574] : INFO : Epoch 1627 | loss: 0.0311899 | val_loss: 0.0312049 | Time: 3540.21 ms [2022-04-02 01:22:02 main:574] : INFO : Epoch 1628 | loss: 0.0311882 | val_loss: 0.0312048 | Time: 3464.47 ms [2022-04-02 01:22:05 main:574] : INFO : Epoch 1629 | loss: 0.0311966 | val_loss: 0.031206 | Time: 3555.64 ms [2022-04-02 01:22:08 main:574] : INFO : Epoch 1630 | loss: 0.0311923 | val_loss: 0.0312027 | Time: 3398.18 ms [2022-04-02 01:22:12 main:574] : INFO : Epoch 1631 | loss: 0.0311899 | val_loss: 0.0312055 | Time: 3547.75 ms [2022-04-02 01:22:16 main:574] : INFO : Epoch 1632 | loss: 0.0311886 | val_loss: 0.031205 | Time: 3491.35 ms [2022-04-02 01:22:19 main:574] : INFO : Epoch 1633 | loss: 0.0311888 | val_loss: 0.0312036 | Time: 3559.47 ms [2022-04-02 01:22:23 main:574] : INFO : Epoch 1634 | loss: 0.0311875 | val_loss: 0.0312015 | Time: 3490.61 ms [2022-04-02 01:22:26 main:574] : INFO : Epoch 1635 | loss: 0.0311859 | val_loss: 0.0312047 | Time: 3479.48 ms [2022-04-02 01:22:30 main:574] : INFO : Epoch 1636 | loss: 0.0311862 | val_loss: 0.0312028 | Time: 3540.07 ms [2022-04-02 01:22:33 main:574] : INFO : Epoch 1637 | loss: 0.0311868 | val_loss: 0.0312 | Time: 3491.87 ms [2022-04-02 01:22:37 main:574] : INFO : Epoch 1638 | loss: 0.0311879 | val_loss: 0.0312093 | Time: 3510.47 ms [2022-04-02 01:22:40 main:574] : INFO : Epoch 1639 | loss: 0.0311937 | val_loss: 0.0312078 | Time: 3401.61 ms [2022-04-02 01:22:44 main:574] : INFO : Epoch 1640 | loss: 0.0311963 | val_loss: 0.0312063 | Time: 3637 ms [2022-04-02 01:22:47 main:574] : INFO : Epoch 1641 | loss: 0.0311918 | val_loss: 0.0312017 | Time: 3440.72 ms [2022-04-02 01:22:51 main:574] : INFO : Epoch 1642 | loss: 0.0311895 | val_loss: 0.0312039 | Time: 3584.53 ms [2022-04-02 01:22:54 main:574] : INFO : Epoch 1643 | loss: 0.0311889 | val_loss: 0.0312024 | Time: 3519.73 ms [2022-04-02 01:22:58 main:574] : INFO : Epoch 1644 | loss: 0.0311874 | val_loss: 0.0312026 | Time: 3588 ms [2022-04-02 01:23:01 main:574] : INFO : Epoch 1645 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 3540.73 ms [2022-04-02 01:23:05 main:574] : INFO : Epoch 1646 | loss: 0.0311867 | val_loss: 0.0311988 | Time: 3406.48 ms [2022-04-02 01:23:08 main:574] : INFO : Epoch 1647 | loss: 0.0311868 | val_loss: 0.0311992 | Time: 3521.31 ms [2022-04-02 01:23:12 main:574] : INFO : Epoch 1648 | loss: 0.0311859 | val_loss: 0.0312051 | Time: 3474.46 ms [2022-04-02 01:23:15 main:574] : INFO : Epoch 1649 | loss: 0.0311856 | val_loss: 0.031198 | Time: 3614.31 ms [2022-04-02 01:23:19 main:574] : INFO : Epoch 1650 | loss: 0.0311849 | val_loss: 0.0312023 | Time: 3535.76 ms [2022-04-02 01:23:22 main:574] : INFO : Epoch 1651 | loss: 0.0311839 | val_loss: 0.0312052 | Time: 3468.9 ms [2022-04-02 01:23:26 main:574] : INFO : Epoch 1652 | loss: 0.0311837 | val_loss: 0.0312 | Time: 3548.69 ms [2022-04-02 01:23:29 main:574] : INFO : Epoch 1653 | loss: 0.0311861 | val_loss: 0.0311988 | Time: 3419.85 ms [2022-04-02 01:23:33 main:574] : INFO : Epoch 1654 | loss: 0.0311876 | val_loss: 0.0312079 | Time: 3497.68 ms [2022-04-02 01:23:36 main:574] : INFO : Epoch 1655 | loss: 0.0311883 | val_loss: 0.0312 | Time: 3543.24 ms [2022-04-02 01:23:40 main:574] : INFO : Epoch 1656 | loss: 0.0311854 | val_loss: 0.0312016 | Time: 3556.5 ms [2022-04-02 01:23:43 main:574] : INFO : Epoch 1657 | loss: 0.0311843 | val_loss: 0.0311998 | Time: 3464.48 ms [2022-04-02 01:23:47 main:574] : INFO : Epoch 1658 | loss: 0.0311838 | val_loss: 0.0311993 | Time: 3549.42 ms [2022-04-02 01:23:51 main:574] : INFO : Epoch 1659 | loss: 0.0311829 | val_loss: 0.0312021 | Time: 3596.79 ms [2022-04-02 01:23:54 main:574] : INFO : Epoch 1660 | loss: 0.0311829 | val_loss: 0.0311971 | Time: 3483.81 ms [2022-04-02 01:23:58 main:574] : INFO : Epoch 1661 | loss: 0.0311827 | val_loss: 0.0311989 | Time: 3565.05 ms [2022-04-02 01:24:01 main:574] : INFO : Epoch 1662 | loss: 0.0311821 | val_loss: 0.0311983 | Time: 3455.87 ms [2022-04-02 01:24:05 main:574] : INFO : Epoch 1663 | loss: 0.0311812 | val_loss: 0.0311981 | Time: 3534.21 ms [2022-04-02 01:24:08 main:574] : INFO : Epoch 1664 | loss: 0.0311801 | val_loss: 0.031202 | Time: 3546.06 ms [2022-04-02 01:24:12 main:574] : INFO : Epoch 1665 | loss: 0.0311809 | val_loss: 0.0311976 | Time: 3478.23 ms [2022-04-02 01:24:15 main:574] : INFO : Epoch 1666 | loss: 0.0311818 | val_loss: 0.0312007 | Time: 3667.76 ms [2022-04-02 01:24:19 main:574] : INFO : Epoch 1667 | loss: 0.0311808 | val_loss: 0.0311979 | Time: 3433.53 ms [2022-04-02 01:24:22 main:574] : INFO : Epoch 1668 | loss: 0.0311812 | val_loss: 0.0311973 | Time: 3523.39 ms [2022-04-02 01:24:26 main:574] : INFO : Epoch 1669 | loss: 0.0311816 | val_loss: 0.0312021 | Time: 3484.14 ms [2022-04-02 01:24:29 main:574] : INFO : Epoch 1670 | loss: 0.0311792 | val_loss: 0.0312015 | Time: 3504.66 ms [2022-04-02 01:24:33 main:574] : INFO : Epoch 1671 | loss: 0.0311815 | val_loss: 0.0312018 | Time: 3554.67 ms [2022-04-02 01:24:36 main:574] : INFO : Epoch 1672 | loss: 0.0311807 | val_loss: 0.0312056 | Time: 3585.71 ms [2022-04-02 01:24:40 main:574] : INFO : Epoch 1673 | loss: 0.031179 | val_loss: 0.0311994 | Time: 3399.59 ms [2022-04-02 01:24:43 main:574] : INFO : Epoch 1674 | loss: 0.0311855 | val_loss: 0.0312005 | Time: 3511.78 ms [2022-04-02 01:24:47 main:574] : INFO : Epoch 1675 | loss: 0.0311876 | val_loss: 0.0312016 | Time: 3492 ms [2022-04-02 01:24:50 main:574] : INFO : Epoch 1676 | loss: 0.0311838 | val_loss: 0.031203 | Time: 3452.81 ms [2022-04-02 01:24:54 main:574] : INFO : Epoch 1677 | loss: 0.0311831 | val_loss: 0.0312047 | Time: 3583.95 ms [2022-04-02 01:24:57 main:574] : INFO : Epoch 1678 | loss: 0.0311843 | val_loss: 0.0312002 | Time: 3436.23 ms [2022-04-02 01:25:01 main:574] : INFO : Epoch 1679 | loss: 0.0311858 | val_loss: 0.0311987 | Time: 3571.06 ms [2022-04-02 01:25:04 main:574] : INFO : Epoch 1680 | loss: 0.031183 | val_loss: 0.0311989 | Time: 3452.03 ms [2022-04-02 01:25:08 main:574] : INFO : Epoch 1681 | loss: 0.0311849 | val_loss: 0.0311978 | Time: 3472.24 ms [2022-04-02 01:25:11 main:574] : INFO : Epoch 1682 | loss: 0.031182 | val_loss: 0.0311996 | Time: 3527.65 ms [2022-04-02 01:25:15 main:574] : INFO : Epoch 1683 | loss: 0.0311819 | val_loss: 0.0312002 | Time: 3456.97 ms [2022-04-02 01:25:18 main:574] : INFO : Epoch 1684 | loss: 0.0311824 | val_loss: 0.031196 | Time: 3513.57 ms [2022-04-02 01:25:22 main:574] : INFO : Epoch 1685 | loss: 0.0311815 | val_loss: 0.0311988 | Time: 3385.27 ms [2022-04-02 01:25:25 main:574] : INFO : Epoch 1686 | loss: 0.0311821 | val_loss: 0.0312006 | Time: 3536.12 ms [2022-04-02 01:25:29 main:574] : INFO : Epoch 1687 | loss: 0.0311846 | val_loss: 0.0312047 | Time: 3553.57 ms [2022-04-02 01:25:32 main:574] : INFO : Epoch 1688 | loss: 0.031179 | val_loss: 0.0311998 | Time: 3477.02 ms [2022-04-02 01:25:36 main:574] : INFO : Epoch 1689 | loss: 0.0311784 | val_loss: 0.0312022 | Time: 3432.9 ms [2022-04-02 01:25:39 main:574] : INFO : Epoch 1690 | loss: 0.0311773 | val_loss: 0.0311974 | Time: 3578.33 ms [2022-04-02 01:25:43 main:574] : INFO : Epoch 1691 | loss: 0.0311787 | val_loss: 0.0311995 | Time: 3431.18 ms [2022-04-02 01:25:46 main:574] : INFO : Epoch 1692 | loss: 0.0311839 | val_loss: 0.0311959 | Time: 3460.6 ms [2022-04-02 01:25:50 main:574] : INFO : Epoch 1693 | loss: 0.0311842 | val_loss: 0.0312024 | Time: 3653.69 ms [2022-04-02 01:25:53 main:574] : INFO : Epoch 1694 | loss: 0.0311835 | val_loss: 0.0311985 | Time: 3479.19 ms [2022-04-02 01:25:57 main:574] : INFO : Epoch 1695 | loss: 0.0311823 | val_loss: 0.0312003 | Time: 3463.93 ms [2022-04-02 01:26:00 main:574] : INFO : Epoch 1696 | loss: 0.0311796 | val_loss: 0.0312034 | Time: 3378.7 ms [2022-04-02 01:26:04 main:574] : INFO : Epoch 1697 | loss: 0.0311817 | val_loss: 0.0311951 | Time: 3513.25 ms [2022-04-02 01:26:07 main:574] : INFO : Epoch 1698 | loss: 0.0311827 | val_loss: 0.0312018 | Time: 3472.15 ms [2022-04-02 01:26:11 main:574] : INFO : Epoch 1699 | loss: 0.0311823 | val_loss: 0.0311964 | Time: 3597.88 ms [2022-04-02 01:26:14 main:574] : INFO : Epoch 1700 | loss: 0.0311821 | val_loss: 0.031207 | Time: 3555.75 ms [2022-04-02 01:26:18 main:574] : INFO : Epoch 1701 | loss: 0.0311799 | val_loss: 0.031197 | Time: 3404.87 ms [2022-04-02 01:26:21 main:574] : INFO : Epoch 1702 | loss: 0.031178 | val_loss: 0.0312021 | Time: 3562.27 ms [2022-04-02 01:26:25 main:574] : INFO : Epoch 1703 | loss: 0.031177 | val_loss: 0.0311985 | Time: 3495.58 ms [2022-04-02 01:26:28 main:574] : INFO : Epoch 1704 | loss: 0.0311794 | val_loss: 0.0312005 | Time: 3510.34 ms [2022-04-02 01:26:32 main:574] : INFO : Epoch 1705 | loss: 0.0311793 | val_loss: 0.0312015 | Time: 3430.11 ms [2022-04-02 01:26:35 main:574] : INFO : Epoch 1706 | loss: 0.0311839 | val_loss: 0.0311977 | Time: 3499.65 ms [2022-04-02 01:26:39 main:574] : INFO : Epoch 1707 | loss: 0.0311865 | val_loss: 0.0312028 | Time: 3588.97 ms [2022-04-02 01:26:42 main:574] : INFO : Epoch 1708 | loss: 0.0311797 | val_loss: 0.0311997 | Time: 3508.86 ms [2022-04-02 01:26:46 main:574] : INFO : Epoch 1709 | loss: 0.0311806 | val_loss: 0.0312051 | Time: 3503.11 ms [2022-04-02 01:26:49 main:574] : INFO : Epoch 1710 | loss: 0.03118 | val_loss: 0.0312016 | Time: 3482.28 ms [2022-04-02 01:26:53 main:574] : INFO : Epoch 1711 | loss: 0.0311787 | val_loss: 0.0311958 | Time: 3477.86 ms [2022-04-02 01:26:56 main:574] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.0311991 | Time: 3530.94 ms [2022-04-02 01:27:00 main:574] : INFO : Epoch 1713 | loss: 0.0311774 | val_loss: 0.0312013 | Time: 3540.48 ms [2022-04-02 01:27:03 main:574] : INFO : Epoch 1714 | loss: 0.0311789 | val_loss: 0.0311982 | Time: 3484.31 ms [2022-04-02 01:27:07 main:574] : INFO : Epoch 1715 | loss: 0.0311823 | val_loss: 0.0311967 | Time: 3531.12 ms [2022-04-02 01:27:11 main:574] : INFO : Epoch 1716 | loss: 0.0311835 | val_loss: 0.0311981 | Time: 3640.53 ms [2022-04-02 01:27:14 main:574] : INFO : Epoch 1717 | loss: 0.0311798 | val_loss: 0.0311964 | Time: 3508.03 ms [2022-04-02 01:27:18 main:574] : INFO : Epoch 1718 | loss: 0.0311776 | val_loss: 0.0311986 | Time: 3497.05 ms [2022-04-02 01:27:21 main:574] : INFO : Epoch 1719 | loss: 0.0311764 | val_loss: 0.0312026 | Time: 3441.98 ms [2022-04-02 01:27:25 main:574] : INFO : Epoch 1720 | loss: 0.0311788 | val_loss: 0.0312078 | Time: 3589.34 ms [2022-04-02 01:27:28 main:574] : INFO : Epoch 1721 | loss: 0.0311813 | val_loss: 0.0312002 | Time: 3427.03 ms [2022-04-02 01:27:32 main:574] : INFO : Epoch 1722 | loss: 0.0311775 | val_loss: 0.0312003 | Time: 3462.45 ms [2022-04-02 01:27:35 main:574] : INFO : Epoch 1723 | loss: 0.0311778 | val_loss: 0.0311999 | Time: 3448.17 ms [2022-04-02 01:27:39 main:574] : INFO : Epoch 1724 | loss: 0.0311759 | val_loss: 0.0311978 | Time: 3498.31 ms [2022-04-02 01:27:42 main:574] : INFO : Epoch 1725 | loss: 0.0311772 | val_loss: 0.0312012 | Time: 3542.6 ms [2022-04-02 01:27:46 main:574] : INFO : Epoch 1726 | loss: 0.0311767 | val_loss: 0.031198 | Time: 3554.3 ms [2022-04-02 01:27:49 main:574] : INFO : Epoch 1727 | loss: 0.0311768 | val_loss: 0.0311986 | Time: 3523.74 ms [2022-04-02 01:27:53 main:574] : INFO : Epoch 1728 | loss: 0.0311759 | val_loss: 0.0312002 | Time: 3523.94 ms [2022-04-02 01:27:56 main:574] : INFO : Epoch 1729 | loss: 0.0311751 | val_loss: 0.0311982 | Time: 3512.13 ms [2022-04-02 01:28:00 main:574] : INFO : Epoch 1730 | loss: 0.0311741 | val_loss: 0.0311982 | Time: 3454.66 ms [2022-04-02 01:28:03 main:574] : INFO : Epoch 1731 | loss: 0.0311774 | val_loss: 0.0311964 | Time: 3540.68 ms [2022-04-02 01:28:07 main:574] : INFO : Epoch 1732 | loss: 0.0311778 | val_loss: 0.0312002 | Time: 3597.61 ms [2022-04-02 01:28:10 main:574] : INFO : Epoch 1733 | loss: 0.0311801 | val_loss: 0.0312018 | Time: 3463.92 ms [2022-04-02 01:28:14 main:574] : INFO : Epoch 1734 | loss: 0.0311777 | val_loss: 0.0312003 | Time: 3444.01 ms [2022-04-02 01:28:17 main:574] : INFO : Epoch 1735 | loss: 0.0311919 | val_loss: 0.0312029 | Time: 3493.63 ms [2022-04-02 01:28:21 main:574] : INFO : Epoch 1736 | loss: 0.0311942 | val_loss: 0.0312022 | Time: 3566.75 ms [2022-04-02 01:28:24 main:574] : INFO : Epoch 1737 | loss: 0.0311904 | val_loss: 0.031201 | Time: 3446.29 ms [2022-04-02 01:28:28 main:574] : INFO : Epoch 1738 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 3585.82 ms [2022-04-02 01:28:31 main:574] : INFO : Epoch 1739 | loss: 0.0311876 | val_loss: 0.0312013 | Time: 3590.68 ms [2022-04-02 01:28:35 main:574] : INFO : Epoch 1740 | loss: 0.0311856 | val_loss: 0.0311977 | Time: 3469.8 ms [2022-04-02 01:28:38 main:574] : INFO : Epoch 1741 | loss: 0.0311835 | val_loss: 0.0312014 | Time: 3497.7 ms [2022-04-02 01:28:42 main:574] : INFO : Epoch 1742 | loss: 0.0311838 | val_loss: 0.0311987 | Time: 3521.93 ms [2022-04-02 01:28:46 main:574] : INFO : Epoch 1743 | loss: 0.0311823 | val_loss: 0.0311977 | Time: 3578.52 ms [2022-04-02 01:28:49 main:574] : INFO : Epoch 1744 | loss: 0.0311842 | val_loss: 0.0311996 | Time: 3447.21 ms [2022-04-02 01:28:53 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0312019 | Time: 3715.91 ms [2022-04-02 01:28:56 main:574] : INFO : Epoch 1746 | loss: 0.0311819 | val_loss: 0.0311973 | Time: 3467.47 ms [2022-04-02 01:29:00 main:574] : INFO : Epoch 1747 | loss: 0.031181 | val_loss: 0.0311986 | Time: 3502.72 ms [2022-04-02 01:29:03 main:574] : INFO : Epoch 1748 | loss: 0.0311811 | val_loss: 0.0312012 | Time: 3529.3 ms [2022-04-02 01:29:07 main:574] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311985 | Time: 3426.4 ms [2022-04-02 01:29:10 main:574] : INFO : Epoch 1750 | loss: 0.0311781 | val_loss: 0.0311985 | Time: 3610.78 ms [2022-04-02 01:29:14 main:574] : INFO : Epoch 1751 | loss: 0.0311804 | val_loss: 0.0312034 | Time: 3426.39 ms [2022-04-02 01:29:17 main:574] : INFO : Epoch 1752 | loss: 0.0311826 | val_loss: 0.0311971 | Time: 3602.61 ms [2022-04-02 01:29:21 main:574] : INFO : Epoch 1753 | loss: 0.0311817 | val_loss: 0.0311965 | Time: 3442.99 ms [2022-04-02 01:29:24 main:574] : INFO : Epoch 1754 | loss: 0.0311796 | val_loss: 0.0311938 | Time: 3610.3 ms [2022-04-02 01:29:28 main:574] : INFO : Epoch 1755 | loss: 0.0311777 | val_loss: 0.0311942 | Time: 3588.87 ms [2022-04-02 01:29:32 main:574] : INFO : Epoch 1756 | loss: 0.0311792 | val_loss: 0.0311969 | Time: 3663.65 ms [2022-04-02 01:29:35 main:574] : INFO : Epoch 1757 | loss: 0.031181 | val_loss: 0.0311957 | Time: 3532.25 ms [2022-04-02 01:29:39 main:574] : INFO : Epoch 1758 | loss: 0.0311762 | val_loss: 0.0311965 | Time: 3472.38 ms [2022-04-02 01:29:42 main:574] : INFO : Epoch 1759 | loss: 0.0311788 | val_loss: 0.031197 | Time: 3595.6 ms [2022-04-02 01:29:46 main:574] : INFO : Epoch 1760 | loss: 0.0311787 | val_loss: 0.0312017 | Time: 3499.86 ms [2022-04-02 01:29:49 main:574] : INFO : Epoch 1761 | loss: 0.0311779 | val_loss: 0.0311944 | Time: 3503.66 ms [2022-04-02 01:29:53 main:574] : INFO : Epoch 1762 | loss: 0.0311755 | val_loss: 0.0311981 | Time: 3528.41 ms [2022-04-02 01:29:56 main:574] : INFO : Epoch 1763 | loss: 0.0311761 | val_loss: 0.0311948 | Time: 3518.61 ms [2022-04-02 01:30:00 main:574] : INFO : Epoch 1764 | loss: 0.0311757 | val_loss: 0.0311978 | Time: 3444.68 ms [2022-04-02 01:30:03 main:574] : INFO : Epoch 1765 | loss: 0.0311768 | val_loss: 0.0311968 | Time: 3406.54 ms [2022-04-02 01:30:07 main:574] : INFO : Epoch 1766 | loss: 0.0311806 | val_loss: 0.0311956 | Time: 3553.17 ms [2022-04-02 01:30:10 main:574] : INFO : Epoch 1767 | loss: 0.0311759 | val_loss: 0.031196 | Time: 3475.8 ms [2022-04-02 01:30:14 main:574] : INFO : Epoch 1768 | loss: 0.0311771 | val_loss: 0.0311974 | Time: 3471.87 ms [2022-04-02 01:30:17 main:574] : INFO : Epoch 1769 | loss: 0.0311766 | val_loss: 0.0312018 | Time: 3526.67 ms [2022-04-02 01:30:21 main:574] : INFO : Epoch 1770 | loss: 0.0311761 | val_loss: 0.0311956 | Time: 3474.22 ms [2022-04-02 01:30:24 main:574] : INFO : Epoch 1771 | loss: 0.0311755 | val_loss: 0.0311979 | Time: 3476.34 ms [2022-04-02 01:30:28 main:574] : INFO : Epoch 1772 | loss: 0.0311849 | val_loss: 0.0312076 | Time: 3410.38 ms [2022-04-02 01:30:31 main:574] : INFO : Epoch 1773 | loss: 0.0311832 | val_loss: 0.0311997 | Time: 3553.77 ms [2022-04-02 01:30:35 main:574] : INFO : Epoch 1774 | loss: 0.0311805 | val_loss: 0.0311983 | Time: 3396.14 ms [2022-04-02 01:30:38 main:574] : INFO : Epoch 1775 | loss: 0.0311792 | val_loss: 0.0311989 | Time: 3586.01 ms [2022-04-02 01:30:42 main:574] : INFO : Epoch 1776 | loss: 0.0311794 | val_loss: 0.0312039 | Time: 3472.25 ms [2022-04-02 01:30:45 main:574] : INFO : Epoch 1777 | loss: 0.0311779 | val_loss: 0.0311979 | Time: 3485.17 ms [2022-04-02 01:30:49 main:574] : INFO : Epoch 1778 | loss: 0.0311771 | val_loss: 0.031195 | Time: 3466.82 ms [2022-04-02 01:30:52 main:574] : INFO : Epoch 1779 | loss: 0.0311791 | val_loss: 0.0311974 | Time: 3595.96 ms [2022-04-02 01:30:56 main:574] : INFO : Epoch 1780 | loss: 0.0311769 | val_loss: 0.0311984 | Time: 3556.4 ms [2022-04-02 01:30:59 main:574] : INFO : Epoch 1781 | loss: 0.0311799 | val_loss: 0.0311969 | Time: 3486.11 ms [2022-04-02 01:31:03 main:574] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.0311993 | Time: 3543.45 ms [2022-04-02 01:31:06 main:574] : INFO : Epoch 1783 | loss: 0.0311773 | val_loss: 0.0311984 | Time: 3500.52 ms [2022-04-02 01:31:10 main:574] : INFO : Epoch 1784 | loss: 0.0311753 | val_loss: 0.0311988 | Time: 3526.83 ms [2022-04-02 01:31:13 main:574] : INFO : Epoch 1785 | loss: 0.031174 | val_loss: 0.0311947 | Time: 3457.14 ms [2022-04-02 01:31:17 main:574] : INFO : Epoch 1786 | loss: 0.0311802 | val_loss: 0.0312041 | Time: 3559.11 ms [2022-04-02 01:31:20 main:574] : INFO : Epoch 1787 | loss: 0.0311862 | val_loss: 0.031197 | Time: 3584.27 ms [2022-04-02 01:31:24 main:574] : INFO : Epoch 1788 | loss: 0.0311857 | val_loss: 0.0311985 | Time: 3351.45 ms [2022-04-02 01:31:27 main:574] : INFO : Epoch 1789 | loss: 0.0311841 | val_loss: 0.031197 | Time: 3564.01 ms [2022-04-02 01:31:31 main:574] : INFO : Epoch 1790 | loss: 0.0311818 | val_loss: 0.0311975 | Time: 3481.46 ms [2022-04-02 01:31:34 main:574] : INFO : Epoch 1791 | loss: 0.0311816 | val_loss: 0.0312062 | Time: 3521.04 ms [2022-04-02 01:31:38 main:574] : INFO : Epoch 1792 | loss: 0.0311794 | val_loss: 0.0312001 | Time: 3525.87 ms [2022-04-02 01:31:41 main:574] : INFO : Epoch 1793 | loss: 0.0311798 | val_loss: 0.0312007 | Time: 3516.71 ms [2022-04-02 01:31:45 main:574] : INFO : Epoch 1794 | loss: 0.0311787 | val_loss: 0.0311989 | Time: 3443.99 ms [2022-04-02 01:31:48 main:574] : INFO : Epoch 1795 | loss: 0.0311807 | val_loss: 0.0312005 | Time: 3485.93 ms [2022-04-02 01:31:52 main:574] : INFO : Epoch 1796 | loss: 0.0311769 | val_loss: 0.0312031 | Time: 3563.75 ms [2022-04-02 01:31:55 main:574] : INFO : Epoch 1797 | loss: 0.0311783 | val_loss: 0.0311989 | Time: 3382.75 ms [2022-04-02 01:31:59 main:574] : INFO : Epoch 1798 | loss: 0.0311777 | val_loss: 0.0312011 | Time: 3529.43 ms [2022-04-02 01:32:02 main:574] : INFO : Epoch 1799 | loss: 0.03118 | val_loss: 0.0311986 | Time: 3415.99 ms [2022-04-02 01:32:06 main:574] : INFO : Epoch 1800 | loss: 0.0311765 | val_loss: 0.0312003 | Time: 3555.55 ms [2022-04-02 01:32:09 main:574] : INFO : Epoch 1801 | loss: 0.0311757 | val_loss: 0.0312005 | Time: 3472.11 ms [2022-04-02 01:32:13 main:574] : INFO : Epoch 1802 | loss: 0.0311779 | val_loss: 0.0311998 | Time: 3517.29 ms [2022-04-02 01:32:16 main:574] : INFO : Epoch 1803 | loss: 0.0311778 | val_loss: 0.0312002 | Time: 3393.31 ms [2022-04-02 01:32:20 main:574] : INFO : Epoch 1804 | loss: 0.0311778 | val_loss: 0.0311973 | Time: 3512.68 ms [2022-04-02 01:32:23 main:574] : INFO : Epoch 1805 | loss: 0.0311772 | val_loss: 0.0311987 | Time: 3514.56 ms [2022-04-02 01:32:27 main:574] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0312021 | Time: 3478.57 ms [2022-04-02 01:32:30 main:574] : INFO : Epoch 1807 | loss: 0.0311757 | val_loss: 0.0311981 | Time: 3575.96 ms [2022-04-02 01:32:34 main:574] : INFO : Epoch 1808 | loss: 0.0311751 | val_loss: 0.0312018 | Time: 3464.03 ms [2022-04-02 01:32:37 main:574] : INFO : Epoch 1809 | loss: 0.0311755 | val_loss: 0.0311971 | Time: 3452.25 ms [2022-04-02 01:32:41 main:574] : INFO : Epoch 1810 | loss: 0.0311771 | val_loss: 0.0312032 | Time: 3432.9 ms [2022-04-02 01:32:44 main:574] : INFO : Epoch 1811 | loss: 0.0311778 | val_loss: 0.0312024 | Time: 3529.78 ms [2022-04-02 01:32:48 main:574] : INFO : Epoch 1812 | loss: 0.0311788 | val_loss: 0.0312021 | Time: 3579.73 ms [2022-04-02 01:32:51 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.0311997 | Time: 3436.47 ms [2022-04-02 01:32:55 main:574] : INFO : Epoch 1814 | loss: 0.0311751 | val_loss: 0.031198 | Time: 3566.19 ms [2022-04-02 01:32:58 main:574] : INFO : Epoch 1815 | loss: 0.0311744 | val_loss: 0.0311992 | Time: 3534.83 ms [2022-04-02 01:33:02 main:574] : INFO : Epoch 1816 | loss: 0.0311735 | val_loss: 0.031198 | Time: 3502.66 ms [2022-04-02 01:33:05 main:574] : INFO : Epoch 1817 | loss: 0.0311748 | val_loss: 0.0311994 | Time: 3486.26 ms [2022-04-02 01:33:09 main:574] : INFO : Epoch 1818 | loss: 0.0311807 | val_loss: 0.0312 | Time: 3613.68 ms [2022-04-02 01:33:12 main:574] : INFO : Epoch 1819 | loss: 0.03118 | val_loss: 0.0312027 | Time: 3482.31 ms [2022-04-02 01:33:16 main:574] : INFO : Epoch 1820 | loss: 0.031179 | val_loss: 0.0311997 | Time: 3469.17 ms [2022-04-02 01:33:19 main:574] : INFO : Epoch 1821 | loss: 0.0311778 | val_loss: 0.0311972 | Time: 3616.08 ms [2022-04-02 01:33:23 main:574] : INFO : Epoch 1822 | loss: 0.0311773 | val_loss: 0.0311991 | Time: 3369.77 ms [2022-04-02 01:33:26 main:574] : INFO : Epoch 1823 | loss: 0.0311794 | val_loss: 0.0312009 | Time: 3622.59 ms [2022-04-02 01:33:30 main:574] : INFO : Epoch 1824 | loss: 0.0311757 | val_loss: 0.031197 | Time: 3397.48 ms [2022-04-02 01:33:33 main:574] : INFO : Epoch 1825 | loss: 0.0311756 | val_loss: 0.0311951 | Time: 3511.25 ms [2022-04-02 01:33:37 main:574] : INFO : Epoch 1826 | loss: 0.0311745 | val_loss: 0.0311993 | Time: 3443.06 ms [2022-04-02 01:33:40 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311993 | Time: 3531.44 ms [2022-04-02 01:33:44 main:574] : INFO : Epoch 1828 | loss: 0.0311736 | val_loss: 0.0311985 | Time: 3430.01 ms [2022-04-02 01:33:47 main:574] : INFO : Epoch 1829 | loss: 0.0311772 | val_loss: 0.0312 | Time: 3515.92 ms [2022-04-02 01:33:51 main:574] : INFO : Epoch 1830 | loss: 0.0311892 | val_loss: 0.0312074 | Time: 3611 ms [2022-04-02 01:33:54 main:574] : INFO : Epoch 1831 | loss: 0.0312009 | val_loss: 0.0312043 | Time: 3409.47 ms [2022-04-02 01:33:58 main:574] : INFO : Epoch 1832 | loss: 0.0311976 | val_loss: 0.031198 | Time: 3693.71 ms [2022-04-02 01:34:01 main:574] : INFO : Epoch 1833 | loss: 0.0311924 | val_loss: 0.0311966 | Time: 3451.35 ms [2022-04-02 01:34:05 main:574] : INFO : Epoch 1834 | loss: 0.0311904 | val_loss: 0.0311967 | Time: 3548.8 ms [2022-04-02 01:34:09 main:574] : INFO : Epoch 1835 | loss: 0.0311899 | val_loss: 0.0311991 | Time: 3453.66 ms [2022-04-02 01:34:12 main:574] : INFO : Epoch 1836 | loss: 0.0311886 | val_loss: 0.0311993 | Time: 3586.61 ms [2022-04-02 01:34:16 main:574] : INFO : Epoch 1837 | loss: 0.0311884 | val_loss: 0.0311981 | Time: 3566.22 ms [2022-04-02 01:34:19 main:574] : INFO : Epoch 1838 | loss: 0.0311872 | val_loss: 0.031198 | Time: 3457.72 ms [2022-04-02 01:34:23 main:574] : INFO : Epoch 1839 | loss: 0.0311869 | val_loss: 0.0311968 | Time: 3517.15 ms [2022-04-02 01:34:26 main:574] : INFO : Epoch 1840 | loss: 0.0311854 | val_loss: 0.0311971 | Time: 3504.48 ms [2022-04-02 01:34:30 main:574] : INFO : Epoch 1841 | loss: 0.0311863 | val_loss: 0.0311964 | Time: 3614.23 ms [2022-04-02 01:34:33 main:574] : INFO : Epoch 1842 | loss: 0.0311854 | val_loss: 0.0312005 | Time: 3409.34 ms [2022-04-02 01:34:37 main:574] : INFO : Epoch 1843 | loss: 0.0311864 | val_loss: 0.0311955 | Time: 3494.45 ms [2022-04-02 01:34:40 main:574] : INFO : Epoch 1844 | loss: 0.0311852 | val_loss: 0.0312017 | Time: 3593.17 ms [2022-04-02 01:34:44 main:574] : INFO : Epoch 1845 | loss: 0.0311837 | val_loss: 0.0311945 | Time: 3360.06 ms [2022-04-02 01:34:47 main:574] : INFO : Epoch 1846 | loss: 0.0311834 | val_loss: 0.0311979 | Time: 3606.39 ms [2022-04-02 01:34:51 main:574] : INFO : Epoch 1847 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 3453.6 ms [2022-04-02 01:34:54 main:574] : INFO : Epoch 1848 | loss: 0.0311843 | val_loss: 0.0312035 | Time: 3527.03 ms [2022-04-02 01:34:58 main:574] : INFO : Epoch 1849 | loss: 0.0311909 | val_loss: 0.0312009 | Time: 3414.46 ms [2022-04-02 01:35:01 main:574] : INFO : Epoch 1850 | loss: 0.0311889 | val_loss: 0.0312008 | Time: 3474.8 ms [2022-04-02 01:35:05 main:574] : INFO : Epoch 1851 | loss: 0.0311839 | val_loss: 0.0311968 | Time: 3447.64 ms [2022-04-02 01:35:08 main:574] : INFO : Epoch 1852 | loss: 0.0311832 | val_loss: 0.0312019 | Time: 3465.5 ms [2022-04-02 01:35:12 main:574] : INFO : Epoch 1853 | loss: 0.0311833 | val_loss: 0.0311969 | Time: 3545.64 ms [2022-04-02 01:35:15 main:574] : INFO : Epoch 1854 | loss: 0.0311816 | val_loss: 0.0311955 | Time: 3451.09 ms [2022-04-02 01:35:19 main:574] : INFO : Epoch 1855 | loss: 0.0311833 | val_loss: 0.0312028 | Time: 3458.16 ms [2022-04-02 01:35:22 main:574] : INFO : Epoch 1856 | loss: 0.0311863 | val_loss: 0.0312056 | Time: 3409.4 ms [2022-04-02 01:35:25 main:574] : INFO : Epoch 1857 | loss: 0.0311888 | val_loss: 0.0311985 | Time: 3536.07 ms [2022-04-02 01:35:29 main:574] : INFO : Epoch 1858 | loss: 0.0311838 | val_loss: 0.0311963 | Time: 3448.9 ms [2022-04-02 01:35:32 main:574] : INFO : Epoch 1859 | loss: 0.0311824 | val_loss: 0.0311999 | Time: 3480.2 ms [2022-04-02 01:35:36 main:574] : INFO : Epoch 1860 | loss: 0.0311809 | val_loss: 0.0312008 | Time: 3429.03 ms [2022-04-02 01:35:39 main:574] : INFO : Epoch 1861 | loss: 0.0311809 | val_loss: 0.031201 | Time: 3478.04 ms [2022-04-02 01:35:43 main:574] : INFO : Epoch 1862 | loss: 0.0311821 | val_loss: 0.0311991 | Time: 3583.86 ms [2022-04-02 01:35:46 main:574] : INFO : Epoch 1863 | loss: 0.0311823 | val_loss: 0.0311966 | Time: 3374.98 ms [2022-04-02 01:35:50 main:574] : INFO : Epoch 1864 | loss: 0.0311826 | val_loss: 0.0311981 | Time: 3572.42 ms [2022-04-02 01:35:53 main:574] : INFO : Epoch 1865 | loss: 0.0311817 | val_loss: 0.0311969 | Time: 3459.01 ms [2022-04-02 01:35:57 main:574] : INFO : Epoch 1866 | loss: 0.0311824 | val_loss: 0.0312004 | Time: 3618.41 ms [2022-04-02 01:36:00 main:574] : INFO : Epoch 1867 | loss: 0.0311859 | val_loss: 0.0311976 | Time: 3452.35 ms [2022-04-02 01:36:04 main:574] : INFO : Epoch 1868 | loss: 0.0311825 | val_loss: 0.031199 | Time: 3568.84 ms [2022-04-02 01:36:08 main:574] : INFO : Epoch 1869 | loss: 0.0311819 | val_loss: 0.0311977 | Time: 3536.56 ms [2022-04-02 01:36:11 main:574] : INFO : Epoch 1870 | loss: 0.0311827 | val_loss: 0.0311975 | Time: 3511.55 ms [2022-04-02 01:36:15 main:574] : INFO : Epoch 1871 | loss: 0.0311857 | val_loss: 0.0312009 | Time: 3545.41 ms [2022-04-02 01:36:18 main:574] : INFO : Epoch 1872 | loss: 0.0311824 | val_loss: 0.0311974 | Time: 3488.19 ms [2022-04-02 01:36:22 main:574] : INFO : Epoch 1873 | loss: 0.0311812 | val_loss: 0.0312016 | Time: 3565.91 ms [2022-04-02 01:36:25 main:574] : INFO : Epoch 1874 | loss: 0.0311824 | val_loss: 0.0311981 | Time: 3487.12 ms [2022-04-02 01:36:29 main:574] : INFO : Epoch 1875 | loss: 0.0311808 | val_loss: 0.0312004 | Time: 3564.19 ms [2022-04-02 01:36:32 main:574] : INFO : Epoch 1876 | loss: 0.031179 | val_loss: 0.0311964 | Time: 3461.54 ms [2022-04-02 01:36:36 main:574] : INFO : Epoch 1877 | loss: 0.0311774 | val_loss: 0.0312016 | Time: 3570.19 ms [2022-04-02 01:36:39 main:574] : INFO : Epoch 1878 | loss: 0.0311772 | val_loss: 0.0311988 | Time: 3457.81 ms [2022-04-02 01:36:43 main:574] : INFO : Epoch 1879 | loss: 0.0311824 | val_loss: 0.0312026 | Time: 3517.48 ms [2022-04-02 01:36:46 main:574] : INFO : Epoch 1880 | loss: 0.0311873 | val_loss: 0.031197 | Time: 3499.67 ms [2022-04-02 01:36:50 main:574] : INFO : Epoch 1881 | loss: 0.0311855 | val_loss: 0.031199 | Time: 3414.94 ms [2022-04-02 01:36:53 main:574] : INFO : Epoch 1882 | loss: 0.0311821 | val_loss: 0.0311973 | Time: 3500.79 ms [2022-04-02 01:36:57 main:574] : INFO : Epoch 1883 | loss: 0.0311864 | val_loss: 0.0312041 | Time: 3415.05 ms [2022-04-02 01:37:00 main:574] : INFO : Epoch 1884 | loss: 0.0311869 | val_loss: 0.0312002 | Time: 3515.1 ms [2022-04-02 01:37:04 main:574] : INFO : Epoch 1885 | loss: 0.0311834 | val_loss: 0.0312045 | Time: 3448.68 ms [2022-04-02 01:37:07 main:574] : INFO : Epoch 1886 | loss: 0.0311833 | val_loss: 0.0311961 | Time: 3541.52 ms [2022-04-02 01:37:11 main:574] : INFO : Epoch 1887 | loss: 0.0311803 | val_loss: 0.0311986 | Time: 3480.37 ms [2022-04-02 01:37:14 main:574] : INFO : Epoch 1888 | loss: 0.0311823 | val_loss: 0.0312086 | Time: 3514.85 ms [2022-04-02 01:37:18 main:574] : INFO : Epoch 1889 | loss: 0.0311801 | val_loss: 0.0311973 | Time: 3535.82 ms [2022-04-02 01:37:21 main:574] : INFO : Epoch 1890 | loss: 0.0311794 | val_loss: 0.0311997 | Time: 3494.71 ms [2022-04-02 01:37:25 main:574] : INFO : Epoch 1891 | loss: 0.0311798 | val_loss: 0.0312032 | Time: 3544.62 ms [2022-04-02 01:37:28 main:574] : INFO : Epoch 1892 | loss: 0.0311823 | val_loss: 0.0312042 | Time: 3527.23 ms [2022-04-02 01:37:32 main:574] : INFO : Epoch 1893 | loss: 0.0311816 | val_loss: 0.0311994 | Time: 3655.32 ms [2022-04-02 01:37:35 main:574] : INFO : Epoch 1894 | loss: 0.0311819 | val_loss: 0.0311981 | Time: 3550.33 ms [2022-04-02 01:37:39 main:574] : INFO : Epoch 1895 | loss: 0.0311806 | val_loss: 0.0312031 | Time: 3450.32 ms [2022-04-02 01:37:42 main:574] : INFO : Epoch 1896 | loss: 0.0311795 | val_loss: 0.0311982 | Time: 3538.31 ms [2022-04-02 01:37:46 main:574] : INFO : Epoch 1897 | loss: 0.0311784 | val_loss: 0.0311982 | Time: 3489.94 ms [2022-04-02 01:37:49 main:574] : INFO : Epoch 1898 | loss: 0.0311778 | val_loss: 0.0312031 | Time: 3553.13 ms [2022-04-02 01:37:53 main:574] : INFO : Epoch 1899 | loss: 0.0311804 | val_loss: 0.0312056 | Time: 3444.33 ms [2022-04-02 01:37:56 main:574] : INFO : Epoch 1900 | loss: 0.0311813 | val_loss: 0.0311992 | Time: 3493.73 ms [2022-04-02 01:38:00 main:574] : INFO : Epoch 1901 | loss: 0.0311789 | val_loss: 0.0312004 | Time: 3496.39 ms [2022-04-02 01:38:03 main:574] : INFO : Epoch 1902 | loss: 0.0311766 | val_loss: 0.0311994 | Time: 3518.13 ms [2022-04-02 01:38:07 main:574] : INFO : Epoch 1903 | loss: 0.0311773 | val_loss: 0.0312042 | Time: 3500.78 ms [2022-04-02 01:38:11 main:574] : INFO : Epoch 1904 | loss: 0.031178 | val_loss: 0.0311984 | Time: 3564.72 ms [2022-04-02 01:38:14 main:574] : INFO : Epoch 1905 | loss: 0.0311758 | val_loss: 0.0311991 | Time: 3499.4 ms [2022-04-02 01:38:18 main:574] : INFO : Epoch 1906 | loss: 0.0311753 | val_loss: 0.0311986 | Time: 3506.25 ms [2022-04-02 01:38:21 main:574] : INFO : Epoch 1907 | loss: 0.0311769 | val_loss: 0.0312 | Time: 3608.18 ms [2022-04-02 01:38:25 main:574] : INFO : Epoch 1908 | loss: 0.0311782 | val_loss: 0.0311958 | Time: 3644.67 ms [2022-04-02 01:38:28 main:574] : INFO : Epoch 1909 | loss: 0.031176 | val_loss: 0.0312045 | Time: 3534.37 ms [2022-04-02 01:38:32 main:574] : INFO : Epoch 1910 | loss: 0.0311774 | val_loss: 0.0311968 | Time: 3512.55 ms [2022-04-02 01:38:35 main:574] : INFO : Epoch 1911 | loss: 0.0311829 | val_loss: 0.0311989 | Time: 3451.46 ms [2022-04-02 01:38:39 main:574] : INFO : Epoch 1912 | loss: 0.031186 | val_loss: 0.0311998 | Time: 3695.96 ms [2022-04-02 01:38:42 main:574] : INFO : Epoch 1913 | loss: 0.0311849 | val_loss: 0.0311987 | Time: 3462.18 ms [2022-04-02 01:38:46 main:574] : INFO : Epoch 1914 | loss: 0.0311816 | val_loss: 0.0312001 | Time: 3574.1 ms [2022-04-02 01:38:50 main:574] : INFO : Epoch 1915 | loss: 0.0311807 | val_loss: 0.0311991 | Time: 3555.17 ms [2022-04-02 01:38:53 main:574] : INFO : Epoch 1916 | loss: 0.0311784 | val_loss: 0.0312019 | Time: 3620.19 ms [2022-04-02 01:38:57 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.031202 | Time: 3579.46 ms [2022-04-02 01:39:00 main:574] : INFO : Epoch 1918 | loss: 0.0311785 | val_loss: 0.0311996 | Time: 3606.36 ms [2022-04-02 01:39:04 main:574] : INFO : Epoch 1919 | loss: 0.0311768 | val_loss: 0.0311979 | Time: 3688.68 ms [2022-04-02 01:39:08 main:574] : INFO : Epoch 1920 | loss: 0.031184 | val_loss: 0.0312007 | Time: 3442.94 ms [2022-04-02 01:39:11 main:574] : INFO : Epoch 1921 | loss: 0.0311818 | val_loss: 0.0311981 | Time: 3600.74 ms [2022-04-02 01:39:15 main:574] : INFO : Epoch 1922 | loss: 0.0311863 | val_loss: 0.0312035 | Time: 3586.66 ms [2022-04-02 01:39:18 main:574] : INFO : Epoch 1923 | loss: 0.0311907 | val_loss: 0.0312037 | Time: 3657.11 ms [2022-04-02 01:39:22 main:574] : INFO : Epoch 1924 | loss: 0.0311921 | val_loss: 0.0312051 | Time: 3523.22 ms [2022-04-02 01:39:26 main:574] : INFO : Epoch 1925 | loss: 0.0311931 | val_loss: 0.0312038 | Time: 4182.75 ms [2022-04-02 01:39:30 main:574] : INFO : Epoch 1926 | loss: 0.0311958 | val_loss: 0.0312209 | Time: 4134.3 ms [2022-04-02 01:39:34 main:574] : INFO : Epoch 1927 | loss: 0.031192 | val_loss: 0.0312019 | Time: 4009.08 ms [2022-04-02 01:39:38 main:574] : INFO : Epoch 1928 | loss: 0.0311841 | val_loss: 0.0312099 | Time: 3470.16 ms [2022-04-02 01:39:41 main:574] : INFO : Epoch 1929 | loss: 0.0311819 | val_loss: 0.031201 | Time: 3521.47 ms [2022-04-02 01:39:45 main:574] : INFO : Epoch 1930 | loss: 0.0311789 | val_loss: 0.031202 | Time: 3593.5 ms [2022-04-02 01:39:48 main:574] : INFO : Epoch 1931 | loss: 0.0311783 | val_loss: 0.0312002 | Time: 3594.78 ms [2022-04-02 01:39:52 main:574] : INFO : Epoch 1932 | loss: 0.0311777 | val_loss: 0.0311997 | Time: 3477.15 ms [2022-04-02 01:39:55 main:574] : INFO : Epoch 1933 | loss: 0.0311788 | val_loss: 0.0311997 | Time: 3546.56 ms [2022-04-02 01:39:59 main:574] : INFO : Epoch 1934 | loss: 0.0311776 | val_loss: 0.0311972 | Time: 3473.83 ms [2022-04-02 01:40:03 main:574] : INFO : Epoch 1935 | loss: 0.0311788 | val_loss: 0.031199 | Time: 3809.92 ms [2022-04-02 01:40:06 main:574] : INFO : Epoch 1936 | loss: 0.0311805 | val_loss: 0.0311978 | Time: 3432.76 ms [2022-04-02 01:40:10 main:574] : INFO : Epoch 1937 | loss: 0.0311801 | val_loss: 0.0312007 | Time: 3517.24 ms [2022-04-02 01:40:13 main:574] : INFO : Epoch 1938 | loss: 0.0311785 | val_loss: 0.0311988 | Time: 3503.29 ms [2022-04-02 01:40:18 main:574] : INFO : Epoch 1939 | loss: 0.0311794 | val_loss: 0.0312002 | Time: 4258.44 ms [2022-04-02 01:40:22 main:574] : INFO : Epoch 1940 | loss: 0.031178 | val_loss: 0.0311999 | Time: 4380.68 ms [2022-04-02 01:40:26 main:574] : INFO : Epoch 1941 | loss: 0.0311778 | val_loss: 0.0312 | Time: 4307.3 ms [2022-04-02 01:40:30 main:574] : INFO : Epoch 1942 | loss: 0.031177 | val_loss: 0.0312033 | Time: 3813.84 ms [2022-04-02 01:40:34 main:574] : INFO : Epoch 1943 | loss: 0.0311782 | val_loss: 0.0311986 | Time: 3491.24 ms [2022-04-02 01:40:37 main:574] : INFO : Epoch 1944 | loss: 0.0311761 | val_loss: 0.0312001 | Time: 3611.84 ms [2022-04-02 01:40:41 main:574] : INFO : Epoch 1945 | loss: 0.0311751 | val_loss: 0.031199 | Time: 3553.16 ms [2022-04-02 01:40:44 main:574] : INFO : Epoch 1946 | loss: 0.0311807 | val_loss: 0.0311974 | Time: 3532.16 ms [2022-04-02 01:40:48 main:574] : INFO : Epoch 1947 | loss: 0.0311853 | val_loss: 0.0311959 | Time: 3661.98 ms [2022-04-02 01:40:51 main:574] : INFO : Epoch 1948 | loss: 0.0311826 | val_loss: 0.031197 | Time: 3527.39 ms [2022-04-02 01:40:55 main:574] : INFO : Epoch 1949 | loss: 0.031181 | val_loss: 0.0311968 | Time: 3477.2 ms [2022-04-02 01:40:58 main:574] : INFO : Epoch 1950 | loss: 0.0311831 | val_loss: 0.0312012 | Time: 3480.48 ms [2022-04-02 01:41:02 main:574] : INFO : Epoch 1951 | loss: 0.031184 | val_loss: 0.0311961 | Time: 3681.03 ms [2022-04-02 01:41:06 main:574] : INFO : Epoch 1952 | loss: 0.0311791 | val_loss: 0.0311958 | Time: 3545.12 ms [2022-04-02 01:41:09 main:574] : INFO : Epoch 1953 | loss: 0.0311804 | val_loss: 0.0312004 | Time: 3401.05 ms [2022-04-02 01:41:13 main:574] : INFO : Epoch 1954 | loss: 0.0311812 | val_loss: 0.0312026 | Time: 3557.26 ms [2022-04-02 01:41:16 main:574] : INFO : Epoch 1955 | loss: 0.0311794 | val_loss: 0.0312015 | Time: 3526.42 ms [2022-04-02 01:41:20 main:574] : INFO : Epoch 1956 | loss: 0.0311826 | val_loss: 0.031198 | Time: 3736.01 ms [2022-04-02 01:41:23 main:574] : INFO : Epoch 1957 | loss: 0.0311824 | val_loss: 0.0311978 | Time: 3435.41 ms [2022-04-02 01:41:27 main:574] : INFO : Epoch 1958 | loss: 0.0311792 | val_loss: 0.031198 | Time: 3529.73 ms [2022-04-02 01:41:30 main:574] : INFO : Epoch 1959 | loss: 0.031177 | val_loss: 0.0311982 | Time: 3509.18 ms [2022-04-02 01:41:34 main:574] : INFO : Epoch 1960 | loss: 0.0311773 | val_loss: 0.0311996 | Time: 3473.24 ms [2022-04-02 01:41:37 main:574] : INFO : Epoch 1961 | loss: 0.0311798 | val_loss: 0.0312017 | Time: 3608.89 ms [2022-04-02 01:41:41 main:574] : INFO : Epoch 1962 | loss: 0.0311781 | val_loss: 0.0311961 | Time: 3580.08 ms [2022-04-02 01:41:44 main:574] : INFO : Epoch 1963 | loss: 0.0311759 | val_loss: 0.0311996 | Time: 3442.35 ms [2022-04-02 01:41:48 main:574] : INFO : Epoch 1964 | loss: 0.0311752 | val_loss: 0.0311976 | Time: 3377.41 ms [2022-04-02 01:41:51 main:574] : INFO : Epoch 1965 | loss: 0.0311731 | val_loss: 0.0311998 | Time: 3547.37 ms [2022-04-02 01:41:55 main:574] : INFO : Epoch 1966 | loss: 0.0311782 | val_loss: 0.0311986 | Time: 3450.57 ms [2022-04-02 01:41:58 main:574] : INFO : Epoch 1967 | loss: 0.031177 | val_loss: 0.0311971 | Time: 3535.65 ms [2022-04-02 01:42:02 main:574] : INFO : Epoch 1968 | loss: 0.0311767 | val_loss: 0.0311957 | Time: 3615.69 ms [2022-04-02 01:42:06 main:574] : INFO : Epoch 1969 | loss: 0.0311755 | val_loss: 0.0311974 | Time: 3494.85 ms [2022-04-02 01:42:09 main:574] : INFO : Epoch 1970 | loss: 0.031177 | val_loss: 0.0311951 | Time: 3481.56 ms [2022-04-02 01:42:13 main:574] : INFO : Epoch 1971 | loss: 0.0311809 | val_loss: 0.0311986 | Time: 3519.93 ms [2022-04-02 01:42:16 main:574] : INFO : Epoch 1972 | loss: 0.0311833 | val_loss: 0.0312058 | Time: 3596.6 ms [2022-04-02 01:42:20 main:574] : INFO : Epoch 1973 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 3532.52 ms [2022-04-02 01:42:23 main:574] : INFO : Epoch 1974 | loss: 0.0312016 | val_loss: 0.0312071 | Time: 3525.46 ms [2022-04-02 01:42:27 main:574] : INFO : Epoch 1975 | loss: 0.0311975 | val_loss: 0.031207 | Time: 3472.71 ms [2022-04-02 01:42:30 main:574] : INFO : Epoch 1976 | loss: 0.0311953 | val_loss: 0.0312042 | Time: 3566.74 ms [2022-04-02 01:42:34 main:574] : INFO : Epoch 1977 | loss: 0.0311937 | val_loss: 0.0312031 | Time: 3453.86 ms [2022-04-02 01:42:37 main:574] : INFO : Epoch 1978 | loss: 0.0311908 | val_loss: 0.031201 | Time: 3447.54 ms [2022-04-02 01:42:41 main:574] : INFO : Epoch 1979 | loss: 0.0311887 | val_loss: 0.0312026 | Time: 3495.24 ms [2022-04-02 01:42:44 main:574] : INFO : Epoch 1980 | loss: 0.0311872 | val_loss: 0.0312011 | Time: 3564.16 ms [2022-04-02 01:42:48 main:574] : INFO : Epoch 1981 | loss: 0.0311878 | val_loss: 0.0311999 | Time: 3480.43 ms [2022-04-02 01:42:51 main:574] : INFO : Epoch 1982 | loss: 0.0311879 | val_loss: 0.0311988 | Time: 3482.31 ms [2022-04-02 01:42:55 main:574] : INFO : Epoch 1983 | loss: 0.0311877 | val_loss: 0.0311974 | Time: 3610.66 ms [2022-04-02 01:42:58 main:574] : INFO : Epoch 1984 | loss: 0.0311857 | val_loss: 0.0311998 | Time: 3532.23 ms [2022-04-02 01:43:02 main:574] : INFO : Epoch 1985 | loss: 0.0311858 | val_loss: 0.0312033 | Time: 3442.09 ms [2022-04-02 01:43:05 main:574] : INFO : Epoch 1986 | loss: 0.0311877 | val_loss: 0.0312045 | Time: 3535.29 ms [2022-04-02 01:43:09 main:574] : INFO : Epoch 1987 | loss: 0.0311881 | val_loss: 0.0312064 | Time: 3463.08 ms [2022-04-02 01:43:12 main:574] : INFO : Epoch 1988 | loss: 0.0311868 | val_loss: 0.0312 | Time: 3522.3 ms [2022-04-02 01:43:16 main:574] : INFO : Epoch 1989 | loss: 0.0311839 | val_loss: 0.031198 | Time: 3414.77 ms [2022-04-02 01:43:19 main:574] : INFO : Epoch 1990 | loss: 0.0311833 | val_loss: 0.031199 | Time: 3546.69 ms [2022-04-02 01:43:23 main:574] : INFO : Epoch 1991 | loss: 0.0311831 | val_loss: 0.0311968 | Time: 3616.19 ms [2022-04-02 01:43:27 main:574] : INFO : Epoch 1992 | loss: 0.0311815 | val_loss: 0.0311965 | Time: 3631.6 ms [2022-04-02 01:43:30 main:574] : INFO : Epoch 1993 | loss: 0.0311827 | val_loss: 0.0312002 | Time: 3508.5 ms [2022-04-02 01:43:34 main:574] : INFO : Epoch 1994 | loss: 0.0311825 | val_loss: 0.0311987 | Time: 3494.15 ms [2022-04-02 01:43:37 main:574] : INFO : Epoch 1995 | loss: 0.0311825 | val_loss: 0.0312011 | Time: 3611.23 ms [2022-04-02 01:43:41 main:574] : INFO : Epoch 1996 | loss: 0.0311812 | val_loss: 0.0311973 | Time: 3652.98 ms [2022-04-02 01:43:44 main:574] : INFO : Epoch 1997 | loss: 0.0311811 | val_loss: 0.0312014 | Time: 3538.36 ms [2022-04-02 01:43:48 main:574] : INFO : Epoch 1998 | loss: 0.031181 | val_loss: 0.0311992 | Time: 3420.54 ms [2022-04-02 01:43:51 main:574] : INFO : Epoch 1999 | loss: 0.0311801 | val_loss: 0.0312003 | Time: 3665.65 ms [2022-04-02 01:43:55 main:574] : INFO : Epoch 2000 | loss: 0.0311815 | val_loss: 0.0311974 | Time: 3544.57 ms [2022-04-02 01:43:59 main:574] : INFO : Epoch 2001 | loss: 0.031182 | val_loss: 0.0312058 | Time: 3522.42 ms [2022-04-02 01:44:02 main:574] : INFO : Epoch 2002 | loss: 0.0311827 | val_loss: 0.0311983 | Time: 3581.9 ms [2022-04-02 01:44:06 main:574] : INFO : Epoch 2003 | loss: 0.0311911 | val_loss: 0.0312075 | Time: 3476.59 ms [2022-04-02 01:44:09 main:574] : INFO : Epoch 2004 | loss: 0.0312011 | val_loss: 0.031205 | Time: 3652.39 ms [2022-04-02 01:44:13 main:574] : INFO : Epoch 2005 | loss: 0.0311977 | val_loss: 0.0312041 | Time: 3482.16 ms [2022-04-02 01:44:16 main:574] : INFO : Epoch 2006 | loss: 0.0311943 | val_loss: 0.0312003 | Time: 3564.37 ms [2022-04-02 01:44:20 main:574] : INFO : Epoch 2007 | loss: 0.0311955 | val_loss: 0.0312026 | Time: 3527.9 ms [2022-04-02 01:44:23 main:574] : INFO : Epoch 2008 | loss: 0.0311979 | val_loss: 0.0312038 | Time: 3452.42 ms [2022-04-02 01:44:27 main:574] : INFO : Epoch 2009 | loss: 0.031195 | val_loss: 0.0312035 | Time: 3484.7 ms [2022-04-02 01:44:30 main:574] : INFO : Epoch 2010 | loss: 0.0311936 | val_loss: 0.0312029 | Time: 3563.28 ms [2022-04-02 01:44:34 main:574] : INFO : Epoch 2011 | loss: 0.0312044 | val_loss: 0.0312649 | Time: 3541.29 ms [2022-04-02 01:44:37 main:574] : INFO : Epoch 2012 | loss: 0.0315274 | val_loss: 0.0314373 | Time: 3415.2 ms [2022-04-02 01:44:41 main:574] : INFO : Epoch 2013 | loss: 0.0313237 | val_loss: 0.0312521 | Time: 3491.6 ms [2022-04-02 01:44:44 main:574] : INFO : Epoch 2014 | loss: 0.0312439 | val_loss: 0.0312356 | Time: 3474.56 ms [2022-04-02 01:44:48 main:574] : INFO : Epoch 2015 | loss: 0.031232 | val_loss: 0.0312356 | Time: 3557.06 ms [2022-04-02 01:44:51 main:574] : INFO : Epoch 2016 | loss: 0.031224 | val_loss: 0.0312237 | Time: 3539.67 ms [2022-04-02 01:44:55 main:574] : INFO : Epoch 2017 | loss: 0.0312178 | val_loss: 0.0312196 | Time: 3447.77 ms [2022-04-02 01:44:58 main:574] : INFO : Epoch 2018 | loss: 0.0312176 | val_loss: 0.0312182 | Time: 3568.3 ms [2022-04-02 01:45:02 main:574] : INFO : Epoch 2019 | loss: 0.0312181 | val_loss: 0.0312181 | Time: 3505.22 ms [2022-04-02 01:45:05 main:574] : INFO : Epoch 2020 | loss: 0.0312137 | val_loss: 0.0312152 | Time: 3488.19 ms [2022-04-02 01:45:09 main:574] : INFO : Epoch 2021 | loss: 0.0312131 | val_loss: 0.0312192 | Time: 3431.38 ms [2022-04-02 01:45:12 main:574] : INFO : Epoch 2022 | loss: 0.0312121 | val_loss: 0.031214 | Time: 3547.29 ms [2022-04-02 01:45:16 main:574] : INFO : Epoch 2023 | loss: 0.0312088 | val_loss: 0.0312147 | Time: 3532.08 ms [2022-04-02 01:45:19 main:574] : INFO : Epoch 2024 | loss: 0.0312078 | val_loss: 0.031214 | Time: 3419.3 ms [2022-04-02 01:45:23 main:574] : INFO : Epoch 2025 | loss: 0.0312066 | val_loss: 0.0312124 | Time: 3645.61 ms [2022-04-02 01:45:26 main:574] : INFO : Epoch 2026 | loss: 0.031208 | val_loss: 0.0312113 | Time: 3480.17 ms [2022-04-02 01:45:30 main:574] : INFO : Epoch 2027 | loss: 0.0312043 | val_loss: 0.031211 | Time: 3614.56 ms [2022-04-02 01:45:34 main:574] : INFO : Epoch 2028 | loss: 0.0312037 | val_loss: 0.0312117 | Time: 3465.75 ms [2022-04-02 01:45:37 main:574] : INFO : Epoch 2029 | loss: 0.0312052 | val_loss: 0.0312103 | Time: 3505.17 ms [2022-04-02 01:45:41 main:574] : INFO : Epoch 2030 | loss: 0.0312051 | val_loss: 0.0312103 | Time: 3525.36 ms [2022-04-02 01:45:44 main:574] : INFO : Epoch 2031 | loss: 0.0312028 | val_loss: 0.0312123 | Time: 3538.35 ms [2022-04-02 01:45:48 main:574] : INFO : Epoch 2032 | loss: 0.0312015 | val_loss: 0.0312124 | Time: 3546.99 ms [2022-04-02 01:45:51 main:574] : INFO : Epoch 2033 | loss: 0.0312062 | val_loss: 0.031222 | Time: 3428.48 ms [2022-04-02 01:45:55 main:574] : INFO : Epoch 2034 | loss: 0.031203 | val_loss: 0.0312092 | Time: 3589.54 ms [2022-04-02 01:45:58 main:574] : INFO : Epoch 2035 | loss: 0.0312009 | val_loss: 0.0312098 | Time: 3554.8 ms [2022-04-02 01:46:02 main:574] : INFO : Epoch 2036 | loss: 0.0312007 | val_loss: 0.0312097 | Time: 3587.59 ms [2022-04-02 01:46:05 main:574] : INFO : Epoch 2037 | loss: 0.0312004 | val_loss: 0.031212 | Time: 3525.75 ms [2022-04-02 01:46:09 main:574] : INFO : Epoch 2038 | loss: 0.0312036 | val_loss: 0.0312108 | Time: 3492.24 ms [2022-04-02 01:46:12 main:574] : INFO : Epoch 2039 | loss: 0.0312015 | val_loss: 0.0312115 | Time: 3489.64 ms [2022-04-02 01:46:16 main:574] : INFO : Epoch 2040 | loss: 0.031201 | val_loss: 0.0312087 | Time: 3453.48 ms [2022-04-02 01:46:19 main:574] : INFO : Epoch 2041 | loss: 0.0311999 | val_loss: 0.0312095 | Time: 3584.91 ms [2022-04-02 01:46:23 main:574] : INFO : Epoch 2042 | loss: 0.0311993 | val_loss: 0.0312093 | Time: 3482.85 ms [2022-04-02 01:46:27 main:574] : INFO : Epoch 2043 | loss: 0.0312001 | val_loss: 0.0312145 | Time: 3589.76 ms [2022-04-02 01:46:30 main:574] : INFO : Epoch 2044 | loss: 0.0312014 | val_loss: 0.0312096 | Time: 3387.15 ms [2022-04-02 01:46:33 main:574] : INFO : Epoch 2045 | loss: 0.0311994 | val_loss: 0.0312113 | Time: 3463.68 ms [2022-04-02 01:46:37 main:574] : INFO : Epoch 2046 | loss: 0.0312 | val_loss: 0.0312086 | Time: 3426.24 ms [2022-04-02 01:46:40 main:574] : INFO : Epoch 2047 | loss: 0.0311994 | val_loss: 0.0312105 | Time: 3547.75 ms [2022-04-02 01:46:44 main:574] : INFO : Epoch 2048 | loss: 0.0312021 | val_loss: 0.0312065 | Time: 3577.61 ms [2022-04-02 01:46:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312065 [2022-04-02 01:46:44 main:603] : INFO : Saving end state to config to file [2022-04-02 01:46:44 main:608] : INFO : Success, exiting.. 01:46:44 (1116): 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)