Task 10946633
| Name | ParityModified-1639951967-17514-1-0_1 |
| Workunit | 7606902 |
| Created | 21 Jan 2022, 23:08:48 UTC |
| Sent | 21 Jan 2022, 23:58:59 UTC |
| Report deadline | 29 Jan 2022, 23:58:59 UTC |
| Received | 22 Jan 2022, 5:25:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 58 min 13 sec |
| CPU time | 1 hours 55 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311093 | val_loss: 0.031182 | Time: 3358.01 ms [2022-01-22 05:56:28 main:574] : INFO : Epoch 1543 | loss: 0.0311148 | val_loss: 0.0311864 | Time: 3456.74 ms [2022-01-22 05:56:31 main:574] : INFO : Epoch 1544 | loss: 0.0311125 | val_loss: 0.0311795 | Time: 3470.45 ms [2022-01-22 05:56:34 main:574] : INFO : Epoch 1545 | loss: 0.0311135 | val_loss: 0.0311827 | Time: 3469.06 ms [2022-01-22 05:56:38 main:574] : INFO : Epoch 1546 | loss: 0.0311127 | val_loss: 0.0311851 | Time: 3557.05 ms [2022-01-22 05:56:41 main:574] : INFO : Epoch 1547 | loss: 0.0311117 | val_loss: 0.0311828 | Time: 3467.43 ms [2022-01-22 05:56:45 main:574] : INFO : Epoch 1548 | loss: 0.0311185 | val_loss: 0.0311794 | Time: 3331.26 ms [2022-01-22 05:56:48 main:574] : INFO : Epoch 1549 | loss: 0.0311208 | val_loss: 0.0311784 | Time: 3370.04 ms [2022-01-22 05:56:52 main:574] : INFO : Epoch 1550 | loss: 0.0311161 | val_loss: 0.0311845 | Time: 3319.33 ms [2022-01-22 05:56:55 main:574] : INFO : Epoch 1551 | loss: 0.0311138 | val_loss: 0.031183 | Time: 3422.33 ms [2022-01-22 05:56:58 main:574] : INFO : Epoch 1552 | loss: 0.0311128 | val_loss: 0.0311796 | Time: 3345.89 ms [2022-01-22 05:57:02 main:574] : INFO : Epoch 1553 | loss: 0.0311122 | val_loss: 0.0311814 | Time: 3347.23 ms [2022-01-22 05:57:05 main:574] : INFO : Epoch 1554 | loss: 0.0311102 | val_loss: 0.0311839 | Time: 3493.27 ms [2022-01-22 05:57:09 main:574] : INFO : Epoch 1555 | loss: 0.03111 | val_loss: 0.0311783 | Time: 3431.18 ms [2022-01-22 05:57:12 main:574] : INFO : Epoch 1556 | loss: 0.0311124 | val_loss: 0.0311837 | Time: 3443.63 ms [2022-01-22 05:57:16 main:574] : INFO : Epoch 1557 | loss: 0.0311119 | val_loss: 0.0311856 | Time: 3554.82 ms [2022-01-22 05:57:19 main:574] : INFO : Epoch 1558 | loss: 0.0311119 | val_loss: 0.0311751 | Time: 3421.86 ms [2022-01-22 05:57:22 main:574] : INFO : Epoch 1559 | loss: 0.0311119 | val_loss: 0.0311845 | Time: 3268.57 ms [2022-01-22 05:57:26 main:574] : INFO : Epoch 1560 | loss: 0.0311175 | val_loss: 0.031184 | Time: 3384.35 ms [2022-01-22 05:57:29 main:574] : INFO : Epoch 1561 | loss: 0.0311157 | val_loss: 0.0311829 | Time: 3318.62 ms [2022-01-22 05:57:32 main:574] : INFO : Epoch 1562 | loss: 0.031118 | val_loss: 0.0311782 | Time: 3493.3 ms [2022-01-22 05:57:36 main:574] : INFO : Epoch 1563 | loss: 0.0311152 | val_loss: 0.0311907 | Time: 3541.17 ms [2022-01-22 05:57:39 main:574] : INFO : Epoch 1564 | loss: 0.03111 | val_loss: 0.0311827 | Time: 3335.32 ms [2022-01-22 05:57:43 main:574] : INFO : Epoch 1565 | loss: 0.0311112 | val_loss: 0.0311826 | Time: 3321.42 ms [2022-01-22 05:57:46 main:574] : INFO : Epoch 1566 | loss: 0.031109 | val_loss: 0.0311836 | Time: 3468.32 ms [2022-01-22 05:57:50 main:574] : INFO : Epoch 1567 | loss: 0.0311123 | val_loss: 0.0311871 | Time: 3400.79 ms [2022-01-22 05:57:53 main:574] : INFO : Epoch 1568 | loss: 0.0311087 | val_loss: 0.03118 | Time: 3485.43 ms [2022-01-22 05:57:56 main:574] : INFO : Epoch 1569 | loss: 0.031108 | val_loss: 0.0311871 | Time: 3420.79 ms [2022-01-22 05:58:00 main:574] : INFO : Epoch 1570 | loss: 0.0311057 | val_loss: 0.0311822 | Time: 3387.74 ms [2022-01-22 05:58:03 main:574] : INFO : Epoch 1571 | loss: 0.0311139 | val_loss: 0.0311777 | Time: 3339.91 ms [2022-01-22 05:58:07 main:574] : INFO : Epoch 1572 | loss: 0.0311205 | val_loss: 0.031178 | Time: 3294.34 ms [2022-01-22 05:58:10 main:574] : INFO : Epoch 1573 | loss: 0.0311153 | val_loss: 0.0311872 | Time: 3366.96 ms [2022-01-22 05:58:13 main:574] : INFO : Epoch 1574 | loss: 0.0311143 | val_loss: 0.0311838 | Time: 3595.58 ms [2022-01-22 05:58:17 main:574] : INFO : Epoch 1575 | loss: 0.0311274 | val_loss: 0.0311764 | Time: 3508.13 ms [2022-01-22 05:58:20 main:574] : INFO : Epoch 1576 | loss: 0.0311262 | val_loss: 0.0311802 | Time: 3416.34 ms [2022-01-22 05:58:24 main:574] : INFO : Epoch 1577 | loss: 0.0311225 | val_loss: 0.0311756 | Time: 3389.23 ms [2022-01-22 05:58:27 main:574] : INFO : Epoch 1578 | loss: 0.0311221 | val_loss: 0.0311734 | Time: 3487.37 ms [2022-01-22 05:58:31 main:574] : INFO : Epoch 1579 | loss: 0.0311211 | val_loss: 0.0311761 | Time: 3466.86 ms [2022-01-22 05:58:34 main:574] : INFO : Epoch 1580 | loss: 0.031129 | val_loss: 0.0311749 | Time: 3346.57 ms [2022-01-22 05:58:37 main:574] : INFO : Epoch 1581 | loss: 0.0311242 | val_loss: 0.0311766 | Time: 3311.52 ms [2022-01-22 05:58:41 main:574] : INFO : Epoch 1582 | loss: 0.0311199 | val_loss: 0.0311838 | Time: 3326.83 ms [2022-01-22 05:58:44 main:574] : INFO : Epoch 1583 | loss: 0.0311185 | val_loss: 0.0311806 | Time: 3420.69 ms [2022-01-22 05:58:48 main:574] : INFO : Epoch 1584 | loss: 0.0311176 | val_loss: 0.0311778 | Time: 3337.15 ms [2022-01-22 05:58:51 main:574] : INFO : Epoch 1585 | loss: 0.0311182 | val_loss: 0.0311894 | Time: 3481.44 ms [2022-01-22 05:58:55 main:574] : INFO : Epoch 1586 | loss: 0.0311207 | val_loss: 0.0311806 | Time: 3561.35 ms [2022-01-22 05:58:58 main:574] : INFO : Epoch 1587 | loss: 0.0311183 | val_loss: 0.0311858 | Time: 3475.47 ms [2022-01-22 05:59:01 main:574] : INFO : Epoch 1588 | loss: 0.0311149 | val_loss: 0.0311799 | Time: 3272.73 ms [2022-01-22 05:59:05 main:574] : INFO : Epoch 1589 | loss: 0.0311117 | val_loss: 0.0311904 | Time: 3450.27 ms [2022-01-22 05:59:08 main:574] : INFO : Epoch 1590 | loss: 0.0311108 | val_loss: 0.0311856 | Time: 3403.11 ms [2022-01-22 05:59:12 main:574] : INFO : Epoch 1591 | loss: 0.0311092 | val_loss: 0.0311822 | Time: 3372.1 ms [2022-01-22 05:59:15 main:574] : INFO : Epoch 1592 | loss: 0.0311092 | val_loss: 0.0311824 | Time: 3383.27 ms [2022-01-22 05:59:18 main:574] : INFO : Epoch 1593 | loss: 0.0311125 | val_loss: 0.0311874 | Time: 3431.86 ms [2022-01-22 05:59:22 main:574] : INFO : Epoch 1594 | loss: 0.0311124 | val_loss: 0.0311941 | Time: 3347.7 ms [2022-01-22 05:59:25 main:574] : INFO : Epoch 1595 | loss: 0.0311131 | val_loss: 0.0311828 | Time: 3450.78 ms [2022-01-22 05:59:29 main:574] : INFO : Epoch 1596 | loss: 0.0311141 | val_loss: 0.0311836 | Time: 3553.25 ms [2022-01-22 05:59:32 main:574] : INFO : Epoch 1597 | loss: 0.0311151 | val_loss: 0.0311815 | Time: 3573.55 ms [2022-01-22 05:59:36 main:574] : INFO : Epoch 1598 | loss: 0.0311119 | val_loss: 0.0311752 | Time: 3585.52 ms [2022-01-22 05:59:39 main:574] : INFO : Epoch 1599 | loss: 0.0311168 | val_loss: 0.0311758 | Time: 3413.65 ms [2022-01-22 05:59:43 main:574] : INFO : Epoch 1600 | loss: 0.0311213 | val_loss: 0.0311766 | Time: 3277.32 ms [2022-01-22 05:59:46 main:574] : INFO : Epoch 1601 | loss: 0.0311272 | val_loss: 0.0311731 | Time: 3386.17 ms [2022-01-22 05:59:49 main:574] : INFO : Epoch 1602 | loss: 0.0311229 | val_loss: 0.0311805 | Time: 3383.2 ms [2022-01-22 05:59:53 main:574] : INFO : Epoch 1603 | loss: 0.0311173 | val_loss: 0.0311806 | Time: 3498.38 ms [2022-01-22 05:59:56 main:574] : INFO : Epoch 1604 | loss: 0.0311146 | val_loss: 0.0311873 | Time: 3343.45 ms [2022-01-22 06:00:00 main:574] : INFO : Epoch 1605 | loss: 0.0311119 | val_loss: 0.0311837 | Time: 3403.57 ms [2022-01-22 06:00:03 main:574] : INFO : Epoch 1606 | loss: 0.0311134 | val_loss: 0.0311845 | Time: 3524.95 ms [2022-01-22 06:00:07 main:574] : INFO : Epoch 1607 | loss: 0.031115 | val_loss: 0.0311826 | Time: 3544.24 ms [2022-01-22 06:00:10 main:574] : INFO : Epoch 1608 | loss: 0.0311143 | val_loss: 0.0311868 | Time: 3433.84 ms [2022-01-22 06:00:14 main:574] : INFO : Epoch 1609 | loss: 0.0311143 | val_loss: 0.0311831 | Time: 3582.76 ms [2022-01-22 06:00:17 main:574] : INFO : Epoch 1610 | loss: 0.0311147 | val_loss: 0.0311877 | Time: 3462.51 ms [2022-01-22 06:00:21 main:574] : INFO : Epoch 1611 | loss: 0.0311163 | val_loss: 0.0311866 | Time: 3401.63 ms [2022-01-22 06:00:24 main:574] : INFO : Epoch 1612 | loss: 0.0311167 | val_loss: 0.0311823 | Time: 3373.19 ms [2022-01-22 06:00:27 main:574] : INFO : Epoch 1613 | loss: 0.0311204 | val_loss: 0.0311866 | Time: 3288.84 ms [2022-01-22 06:00:31 main:574] : INFO : Epoch 1614 | loss: 0.0311146 | val_loss: 0.0311841 | Time: 3416.27 ms [2022-01-22 06:00:34 main:574] : INFO : Epoch 1615 | loss: 0.0311137 | val_loss: 0.0311841 | Time: 3431.67 ms [2022-01-22 06:00:38 main:574] : INFO : Epoch 1616 | loss: 0.0311113 | val_loss: 0.0311846 | Time: 3442.14 ms [2022-01-22 06:00:41 main:574] : INFO : Epoch 1617 | loss: 0.0311156 | val_loss: 0.0311768 | Time: 3355.51 ms [2022-01-22 06:00:44 main:574] : INFO : Epoch 1618 | loss: 0.0311159 | val_loss: 0.0311748 | Time: 3502.91 ms [2022-01-22 06:00:48 main:574] : INFO : Epoch 1619 | loss: 0.0311137 | val_loss: 0.0311822 | Time: 3444.69 ms [2022-01-22 06:00:52 main:574] : INFO : Epoch 1620 | loss: 0.0311147 | val_loss: 0.0311879 | Time: 3596.67 ms [2022-01-22 06:00:55 main:574] : INFO : Epoch 1621 | loss: 0.0311165 | val_loss: 0.0311781 | Time: 3392.74 ms [2022-01-22 06:00:58 main:574] : INFO : Epoch 1622 | loss: 0.0311249 | val_loss: 0.0311825 | Time: 3357.25 ms [2022-01-22 06:01:02 main:574] : INFO : Epoch 1623 | loss: 0.0311221 | val_loss: 0.0311813 | Time: 3354.28 ms [2022-01-22 06:01:05 main:574] : INFO : Epoch 1624 | loss: 0.0311236 | val_loss: 0.0311903 | Time: 3346.33 ms [2022-01-22 06:01:08 main:574] : INFO : Epoch 1625 | loss: 0.031124 | val_loss: 0.031183 | Time: 3359.44 ms [2022-01-22 06:01:12 main:574] : INFO : Epoch 1626 | loss: 0.0311354 | val_loss: 0.0311847 | Time: 3557.42 ms [2022-01-22 06:01:15 main:574] : INFO : Epoch 1627 | loss: 0.0311314 | val_loss: 0.0311791 | Time: 3487.76 ms [2022-01-22 06:01:19 main:574] : INFO : Epoch 1628 | loss: 0.0311283 | val_loss: 0.0311821 | Time: 3329.3 ms [2022-01-22 06:01:22 main:574] : INFO : Epoch 1629 | loss: 0.0311316 | val_loss: 0.0311797 | Time: 3504.72 ms [2022-01-22 06:01:26 main:574] : INFO : Epoch 1630 | loss: 0.0311299 | val_loss: 0.0311802 | Time: 3541.07 ms [2022-01-22 06:01:29 main:574] : INFO : Epoch 1631 | loss: 0.0311258 | val_loss: 0.0311789 | Time: 3439.28 ms [2022-01-22 06:01:33 main:574] : INFO : Epoch 1632 | loss: 0.0311236 | val_loss: 0.0311859 | Time: 3347.75 ms [2022-01-22 06:01:36 main:574] : INFO : Epoch 1633 | loss: 0.0311238 | val_loss: 0.0311753 | Time: 3423.12 ms [2022-01-22 06:01:39 main:574] : INFO : Epoch 1634 | loss: 0.0311236 | val_loss: 0.0311814 | Time: 3287.96 ms [2022-01-22 06:01:43 main:574] : INFO : Epoch 1635 | loss: 0.0311223 | val_loss: 0.0311791 | Time: 3309.33 ms [2022-01-22 06:01:46 main:574] : INFO : Epoch 1636 | loss: 0.0311223 | val_loss: 0.0311791 | Time: 3463.01 ms [2022-01-22 06:01:50 main:574] : INFO : Epoch 1637 | loss: 0.0311212 | val_loss: 0.0311763 | Time: 3483.4 ms [2022-01-22 06:01:53 main:574] : INFO : Epoch 1638 | loss: 0.0311218 | val_loss: 0.0311777 | Time: 3617.93 ms [2022-01-22 06:01:57 main:574] : INFO : Epoch 1639 | loss: 0.0311174 | val_loss: 0.0311875 | Time: 3424.89 ms [2022-01-22 06:02:00 main:574] : INFO : Epoch 1640 | loss: 0.0311152 | val_loss: 0.0311819 | Time: 3293.53 ms [2022-01-22 06:02:03 main:574] : INFO : Epoch 1641 | loss: 0.0311191 | val_loss: 0.0311774 | Time: 3552.55 ms [2022-01-22 06:02:07 main:574] : INFO : Epoch 1642 | loss: 0.0311206 | val_loss: 0.0311776 | Time: 3696.65 ms [2022-01-22 06:02:11 main:574] : INFO : Epoch 1643 | loss: 0.0311147 | val_loss: 0.0311892 | Time: 3326.06 ms [2022-01-22 06:02:14 main:574] : INFO : Epoch 1644 | loss: 0.0311146 | val_loss: 0.0311803 | Time: 3381.43 ms [2022-01-22 06:02:17 main:574] : INFO : Epoch 1645 | loss: 0.0311165 | val_loss: 0.0311818 | Time: 3357.49 ms [2022-01-22 06:02:21 main:574] : INFO : Epoch 1646 | loss: 0.0311152 | val_loss: 0.0311813 | Time: 3398.13 ms [2022-01-22 06:02:24 main:574] : INFO : Epoch 1647 | loss: 0.0311106 | val_loss: 0.0311952 | Time: 3477.08 ms [2022-01-22 06:02:28 main:574] : INFO : Epoch 1648 | loss: 0.0311128 | val_loss: 0.0311914 | Time: 3482.96 ms [2022-01-22 06:02:31 main:574] : INFO : Epoch 1649 | loss: 0.0311117 | val_loss: 0.0311872 | Time: 3553.03 ms [2022-01-22 06:02:35 main:574] : INFO : Epoch 1650 | loss: 0.0311136 | val_loss: 0.0311797 | Time: 3455.76 ms [2022-01-22 06:02:38 main:574] : INFO : Epoch 1651 | loss: 0.031113 | val_loss: 0.031186 | Time: 3388.34 ms [2022-01-22 06:02:42 main:574] : INFO : Epoch 1652 | loss: 0.031117 | val_loss: 0.0311846 | Time: 3468.49 ms [2022-01-22 06:02:45 main:574] : INFO : Epoch 1653 | loss: 0.031118 | val_loss: 0.0311818 | Time: 3404.89 ms [2022-01-22 06:02:48 main:574] : INFO : Epoch 1654 | loss: 0.0311174 | val_loss: 0.0311783 | Time: 3346.88 ms [2022-01-22 06:02:52 main:574] : INFO : Epoch 1655 | loss: 0.0311132 | val_loss: 0.0311855 | Time: 3393.52 ms [2022-01-22 06:02:55 main:574] : INFO : Epoch 1656 | loss: 0.0311143 | val_loss: 0.0311826 | Time: 3294.51 ms [2022-01-22 06:02:58 main:574] : INFO : Epoch 1657 | loss: 0.0311138 | val_loss: 0.0311917 | Time: 3389.29 ms [2022-01-22 06:03:02 main:574] : INFO : Epoch 1658 | loss: 0.0311163 | val_loss: 0.0311757 | Time: 3511.53 ms [2022-01-22 06:03:05 main:574] : INFO : Epoch 1659 | loss: 0.0311184 | val_loss: 0.0311839 | Time: 3427.87 ms [2022-01-22 06:03:09 main:574] : INFO : Epoch 1660 | loss: 0.0311119 | val_loss: 0.0311852 | Time: 3595.72 ms [2022-01-22 06:03:13 main:574] : INFO : Epoch 1661 | loss: 0.0311137 | val_loss: 0.0311952 | Time: 3593.34 ms [2022-01-22 06:03:16 main:574] : INFO : Epoch 1662 | loss: 0.0311135 | val_loss: 0.0311948 | Time: 3405.35 ms [2022-01-22 06:03:19 main:574] : INFO : Epoch 1663 | loss: 0.0311126 | val_loss: 0.031191 | Time: 3402.29 ms [2022-01-22 06:03:23 main:574] : INFO : Epoch 1664 | loss: 0.0311139 | val_loss: 0.0311865 | Time: 3376.31 ms [2022-01-22 06:03:26 main:574] : INFO : Epoch 1665 | loss: 0.0311133 | val_loss: 0.0311957 | Time: 3348.73 ms [2022-01-22 06:03:29 main:574] : INFO : Epoch 1666 | loss: 0.0311105 | val_loss: 0.0311912 | Time: 3383.27 ms [2022-01-22 06:03:33 main:574] : INFO : Epoch 1667 | loss: 0.0311116 | val_loss: 0.0311895 | Time: 3410.15 ms [2022-01-22 06:03:36 main:574] : INFO : Epoch 1668 | loss: 0.0311117 | val_loss: 0.031185 | Time: 3352.73 ms [2022-01-22 06:03:40 main:574] : INFO : Epoch 1669 | loss: 0.0311145 | val_loss: 0.031182 | Time: 3416.23 ms [2022-01-22 06:03:43 main:574] : INFO : Epoch 1670 | loss: 0.0311149 | val_loss: 0.0311894 | Time: 3548.25 ms [2022-01-22 06:03:47 main:574] : INFO : Epoch 1671 | loss: 0.0311164 | val_loss: 0.031187 | Time: 3559.25 ms [2022-01-22 06:03:50 main:574] : INFO : Epoch 1672 | loss: 0.0311159 | val_loss: 0.0311854 | Time: 3506.53 ms [2022-01-22 06:03:54 main:574] : INFO : Epoch 1673 | loss: 0.0311191 | val_loss: 0.0311848 | Time: 3386.56 ms [2022-01-22 06:03:57 main:574] : INFO : Epoch 1674 | loss: 0.0311163 | val_loss: 0.0311929 | Time: 3393.41 ms [2022-01-22 06:04:00 main:574] : INFO : Epoch 1675 | loss: 0.0311151 | val_loss: 0.031186 | Time: 3331.19 ms [2022-01-22 06:04:04 main:574] : INFO : Epoch 1676 | loss: 0.0311104 | val_loss: 0.0311855 | Time: 3344.17 ms [2022-01-22 06:04:07 main:574] : INFO : Epoch 1677 | loss: 0.0311111 | val_loss: 0.0311862 | Time: 3378.07 ms [2022-01-22 06:04:11 main:574] : INFO : Epoch 1678 | loss: 0.0311116 | val_loss: 0.0311779 | Time: 3421.88 ms [2022-01-22 06:04:14 main:574] : INFO : Epoch 1679 | loss: 0.031119 | val_loss: 0.0311857 | Time: 3272.15 ms [2022-01-22 06:04:17 main:574] : INFO : Epoch 1680 | loss: 0.031119 | val_loss: 0.0311887 | Time: 3377.29 ms [2022-01-22 06:04:21 main:574] : INFO : Epoch 1681 | loss: 0.0311253 | val_loss: 0.0311825 | Time: 3655.99 ms [2022-01-22 06:04:24 main:574] : INFO : Epoch 1682 | loss: 0.0311288 | val_loss: 0.0311997 | Time: 3498.68 ms [2022-01-22 06:04:28 main:574] : INFO : Epoch 1683 | loss: 0.0311229 | val_loss: 0.0311939 | Time: 3500.52 ms [2022-01-22 06:04:31 main:574] : INFO : Epoch 1684 | loss: 0.0311189 | val_loss: 0.0311816 | Time: 3432.01 ms [2022-01-22 06:04:35 main:574] : INFO : Epoch 1685 | loss: 0.0311113 | val_loss: 0.0311877 | Time: 3418.16 ms [2022-01-22 06:04:38 main:574] : INFO : Epoch 1686 | loss: 0.0311114 | val_loss: 0.031181 | Time: 3382.82 ms [2022-01-22 06:04:41 main:574] : INFO : Epoch 1687 | loss: 0.0311097 | val_loss: 0.0311817 | Time: 3351.26 ms [2022-01-22 06:04:45 main:574] : INFO : Epoch 1688 | loss: 0.0311111 | val_loss: 0.0311912 | Time: 3322.63 ms [2022-01-22 06:04:48 main:574] : INFO : Epoch 1689 | loss: 0.0311058 | val_loss: 0.0311851 | Time: 3435.64 ms [2022-01-22 06:04:52 main:574] : INFO : Epoch 1690 | loss: 0.0311074 | val_loss: 0.0311861 | Time: 3430.13 ms [2022-01-22 06:04:55 main:574] : INFO : Epoch 1691 | loss: 0.0311051 | val_loss: 0.0311925 | Time: 3348.08 ms [2022-01-22 06:04:59 main:574] : INFO : Epoch 1692 | loss: 0.0311104 | val_loss: 0.0312039 | Time: 3565.56 ms [2022-01-22 06:05:02 main:574] : INFO : Epoch 1693 | loss: 0.0311077 | val_loss: 0.0311912 | Time: 3525.91 ms [2022-01-22 06:05:06 main:574] : INFO : Epoch 1694 | loss: 0.0311049 | val_loss: 0.0311907 | Time: 3393.39 ms [2022-01-22 06:05:09 main:574] : INFO : Epoch 1695 | loss: 0.0311089 | val_loss: 0.0311852 | Time: 3386.87 ms [2022-01-22 06:05:12 main:574] : INFO : Epoch 1696 | loss: 0.0311142 | val_loss: 0.0311865 | Time: 3455.39 ms [2022-01-22 06:05:16 main:574] : INFO : Epoch 1697 | loss: 0.0311078 | val_loss: 0.0311867 | Time: 3329.07 ms [2022-01-22 06:05:19 main:574] : INFO : Epoch 1698 | loss: 0.0311098 | val_loss: 0.0311856 | Time: 3459.73 ms [2022-01-22 06:05:23 main:574] : INFO : Epoch 1699 | loss: 0.031116 | val_loss: 0.0311875 | Time: 3407.51 ms [2022-01-22 06:05:26 main:574] : INFO : Epoch 1700 | loss: 0.0311087 | val_loss: 0.0311842 | Time: 3431.01 ms [2022-01-22 06:05:30 main:574] : INFO : Epoch 1701 | loss: 0.0311067 | val_loss: 0.0311983 | Time: 3555.87 ms [2022-01-22 06:05:33 main:574] : INFO : Epoch 1702 | loss: 0.031106 | val_loss: 0.0311937 | Time: 3455.53 ms [2022-01-22 06:05:36 main:574] : INFO : Epoch 1703 | loss: 0.0311064 | val_loss: 0.0311963 | Time: 3349.93 ms [2022-01-22 06:05:40 main:574] : INFO : Epoch 1704 | loss: 0.0311076 | val_loss: 0.0311858 | Time: 3489.7 ms [2022-01-22 06:05:43 main:574] : INFO : Epoch 1705 | loss: 0.0311205 | val_loss: 0.0311978 | Time: 3474.7 ms [2022-01-22 06:05:47 main:574] : INFO : Epoch 1706 | loss: 0.031115 | val_loss: 0.0311865 | Time: 3402.49 ms [2022-01-22 06:05:50 main:574] : INFO : Epoch 1707 | loss: 0.0311078 | val_loss: 0.0311939 | Time: 3470.5 ms [2022-01-22 06:05:54 main:574] : INFO : Epoch 1708 | loss: 0.0311116 | val_loss: 0.0311904 | Time: 3341.93 ms [2022-01-22 06:05:57 main:574] : INFO : Epoch 1709 | loss: 0.0311098 | val_loss: 0.0311857 | Time: 3521.43 ms [2022-01-22 06:06:01 main:574] : INFO : Epoch 1710 | loss: 0.0311092 | val_loss: 0.0311958 | Time: 3528.79 ms [2022-01-22 06:06:04 main:574] : INFO : Epoch 1711 | loss: 0.031108 | val_loss: 0.0311894 | Time: 3404.59 ms [2022-01-22 06:06:08 main:574] : INFO : Epoch 1712 | loss: 0.0311122 | val_loss: 0.0311919 | Time: 3553.1 ms [2022-01-22 06:06:11 main:574] : INFO : Epoch 1713 | loss: 0.0311081 | val_loss: 0.0311891 | Time: 3560.98 ms [2022-01-22 06:06:15 main:574] : INFO : Epoch 1714 | loss: 0.0311091 | val_loss: 0.0311816 | Time: 3380.8 ms [2022-01-22 06:06:18 main:574] : INFO : Epoch 1715 | loss: 0.0311079 | val_loss: 0.0311815 | Time: 3473.76 ms [2022-01-22 06:06:21 main:574] : INFO : Epoch 1716 | loss: 0.0311182 | val_loss: 0.0311857 | Time: 3424.77 ms [2022-01-22 06:06:25 main:574] : INFO : Epoch 1717 | loss: 0.0311147 | val_loss: 0.0311937 | Time: 3453.48 ms [2022-01-22 06:06:28 main:574] : INFO : Epoch 1718 | loss: 0.0311169 | val_loss: 0.0311808 | Time: 3380.22 ms [2022-01-22 06:06:32 main:574] : INFO : Epoch 1719 | loss: 0.0311273 | val_loss: 0.0311809 | Time: 3360.71 ms [2022-01-22 06:06:35 main:574] : INFO : Epoch 1720 | loss: 0.0311186 | val_loss: 0.0311833 | Time: 3504.43 ms [2022-01-22 06:06:39 main:574] : INFO : Epoch 1721 | loss: 0.0311205 | val_loss: 0.0311796 | Time: 3430.07 ms [2022-01-22 06:06:42 main:574] : INFO : Epoch 1722 | loss: 0.0311183 | val_loss: 0.0311897 | Time: 3493.31 ms [2022-01-22 06:06:46 main:574] : INFO : Epoch 1723 | loss: 0.0311147 | val_loss: 0.0311805 | Time: 3431.2 ms [2022-01-22 06:06:49 main:574] : INFO : Epoch 1724 | loss: 0.031116 | val_loss: 0.0311891 | Time: 3435.44 ms [2022-01-22 06:06:52 main:574] : INFO : Epoch 1725 | loss: 0.0311138 | val_loss: 0.0311791 | Time: 3463.67 ms [2022-01-22 06:06:56 main:574] : INFO : Epoch 1726 | loss: 0.0311104 | val_loss: 0.0311847 | Time: 3402.48 ms [2022-01-22 06:06:59 main:574] : INFO : Epoch 1727 | loss: 0.0311071 | val_loss: 0.0311825 | Time: 3339.44 ms [2022-01-22 06:07:03 main:574] : INFO : Epoch 1728 | loss: 0.0311084 | val_loss: 0.031185 | Time: 3466.76 ms [2022-01-22 06:07:06 main:574] : INFO : Epoch 1729 | loss: 0.0311139 | val_loss: 0.0311875 | Time: 3305.28 ms [2022-01-22 06:07:09 main:574] : INFO : Epoch 1730 | loss: 0.0311166 | val_loss: 0.031187 | Time: 3409.01 ms [2022-01-22 06:07:13 main:574] : INFO : Epoch 1731 | loss: 0.0311117 | val_loss: 0.0311816 | Time: 3457.49 ms [2022-01-22 06:07:16 main:574] : INFO : Epoch 1732 | loss: 0.0311116 | val_loss: 0.0311893 | Time: 3377.25 ms [2022-01-22 06:07:20 main:574] : INFO : Epoch 1733 | loss: 0.0311111 | val_loss: 0.0311855 | Time: 3546.24 ms [2022-01-22 06:07:23 main:574] : INFO : Epoch 1734 | loss: 0.0311125 | val_loss: 0.0311916 | Time: 3558.18 ms [2022-01-22 06:07:27 main:574] : INFO : Epoch 1735 | loss: 0.0311188 | val_loss: 0.0311849 | Time: 3473.43 ms [2022-01-22 06:07:30 main:574] : INFO : Epoch 1736 | loss: 0.0311135 | val_loss: 0.031191 | Time: 3508.77 ms [2022-01-22 06:07:34 main:574] : INFO : Epoch 1737 | loss: 0.0311136 | val_loss: 0.031183 | Time: 3469.64 ms [2022-01-22 06:07:37 main:574] : INFO : Epoch 1738 | loss: 0.0311134 | val_loss: 0.0311807 | Time: 3365.96 ms [2022-01-22 06:07:41 main:574] : INFO : Epoch 1739 | loss: 0.0311274 | val_loss: 0.0311866 | Time: 3477.97 ms [2022-01-22 06:07:44 main:574] : INFO : Epoch 1740 | loss: 0.0311306 | val_loss: 0.0311781 | Time: 3427.57 ms [2022-01-22 06:07:47 main:574] : INFO : Epoch 1741 | loss: 0.0311267 | val_loss: 0.0311744 | Time: 3331.43 ms [2022-01-22 06:07:51 main:574] : INFO : Epoch 1742 | loss: 0.0311219 | val_loss: 0.0311806 | Time: 3432.46 ms [2022-01-22 06:07:54 main:574] : INFO : Epoch 1743 | loss: 0.0311226 | val_loss: 0.031178 | Time: 3467.98 ms [2022-01-22 06:07:58 main:574] : INFO : Epoch 1744 | loss: 0.0311166 | val_loss: 0.0311824 | Time: 3550.19 ms [2022-01-22 06:08:01 main:574] : INFO : Epoch 1745 | loss: 0.0311153 | val_loss: 0.0311771 | Time: 3438.24 ms [2022-01-22 06:08:05 main:574] : INFO : Epoch 1746 | loss: 0.0311128 | val_loss: 0.0311908 | Time: 3375.12 ms [2022-01-22 06:08:08 main:574] : INFO : Epoch 1747 | loss: 0.0311137 | val_loss: 0.0311836 | Time: 3412.75 ms [2022-01-22 06:08:12 main:574] : INFO : Epoch 1748 | loss: 0.031114 | val_loss: 0.0311792 | Time: 3483.58 ms [2022-01-22 06:08:15 main:574] : INFO : Epoch 1749 | loss: 0.0311118 | val_loss: 0.0311842 | Time: 3348.47 ms [2022-01-22 06:08:18 main:574] : INFO : Epoch 1750 | loss: 0.0311112 | val_loss: 0.0311832 | Time: 3396.49 ms [2022-01-22 06:08:22 main:574] : INFO : Epoch 1751 | loss: 0.0311074 | val_loss: 0.0311896 | Time: 3457.55 ms [2022-01-22 06:08:25 main:574] : INFO : Epoch 1752 | loss: 0.0311054 | val_loss: 0.0311844 | Time: 3316.65 ms [2022-01-22 06:08:29 main:574] : INFO : Epoch 1753 | loss: 0.0311112 | val_loss: 0.0311821 | Time: 3420.58 ms [2022-01-22 06:08:32 main:574] : INFO : Epoch 1754 | loss: 0.0311172 | val_loss: 0.0311758 | Time: 3464.91 ms [2022-01-22 06:08:36 main:574] : INFO : Epoch 1755 | loss: 0.03112 | val_loss: 0.0311769 | Time: 3555.87 ms [2022-01-22 06:08:39 main:574] : INFO : Epoch 1756 | loss: 0.0311178 | val_loss: 0.0311795 | Time: 3463.59 ms [2022-01-22 06:08:43 main:574] : INFO : Epoch 1757 | loss: 0.0311163 | val_loss: 0.0311814 | Time: 3431.66 ms [2022-01-22 06:08:46 main:574] : INFO : Epoch 1758 | loss: 0.0311218 | val_loss: 0.0311839 | Time: 3449.86 ms [2022-01-22 06:08:50 main:574] : INFO : Epoch 1759 | loss: 0.0311183 | val_loss: 0.0311792 | Time: 3551.18 ms [2022-01-22 06:08:53 main:574] : INFO : Epoch 1760 | loss: 0.0311205 | val_loss: 0.031184 | Time: 3372.13 ms [2022-01-22 06:08:56 main:574] : INFO : Epoch 1761 | loss: 0.0311517 | val_loss: 0.031181 | Time: 3433.84 ms [2022-01-22 06:09:00 main:574] : INFO : Epoch 1762 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 3457.59 ms [2022-01-22 06:09:03 main:574] : INFO : Epoch 1763 | loss: 0.0311666 | val_loss: 0.0311699 | Time: 3396.62 ms [2022-01-22 06:09:07 main:574] : INFO : Epoch 1764 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 3456.55 ms [2022-01-22 06:09:10 main:574] : INFO : Epoch 1765 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 3533.14 ms [2022-01-22 06:09:14 main:574] : INFO : Epoch 1766 | loss: 0.031162 | val_loss: 0.0311717 | Time: 3395.33 ms [2022-01-22 06:09:17 main:574] : INFO : Epoch 1767 | loss: 0.0311624 | val_loss: 0.0311737 | Time: 3367.66 ms [2022-01-22 06:09:20 main:574] : INFO : Epoch 1768 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 3426.31 ms [2022-01-22 06:09:24 main:574] : INFO : Epoch 1769 | loss: 0.0311551 | val_loss: 0.0311674 | Time: 3377.6 ms [2022-01-22 06:09:27 main:574] : INFO : Epoch 1770 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 3470.32 ms [2022-01-22 06:09:31 main:574] : INFO : Epoch 1771 | loss: 0.0311521 | val_loss: 0.0311651 | Time: 3518.74 ms [2022-01-22 06:09:34 main:574] : INFO : Epoch 1772 | loss: 0.0311503 | val_loss: 0.0311689 | Time: 3407.65 ms [2022-01-22 06:09:38 main:574] : INFO : Epoch 1773 | loss: 0.031148 | val_loss: 0.0311676 | Time: 3517.58 ms [2022-01-22 06:09:41 main:574] : INFO : Epoch 1774 | loss: 0.0311477 | val_loss: 0.0311723 | Time: 3379.83 ms [2022-01-22 06:09:44 main:574] : INFO : Epoch 1775 | loss: 0.031146 | val_loss: 0.0311816 | Time: 3360.81 ms [2022-01-22 06:09:48 main:574] : INFO : Epoch 1776 | loss: 0.0311462 | val_loss: 0.0311697 | Time: 3411.02 ms [2022-01-22 06:09:51 main:574] : INFO : Epoch 1777 | loss: 0.0311478 | val_loss: 0.0311681 | Time: 3457.93 ms [2022-01-22 06:09:55 main:574] : INFO : Epoch 1778 | loss: 0.0311499 | val_loss: 0.0311778 | Time: 3462.14 ms [2022-01-22 06:09:58 main:574] : INFO : Epoch 1779 | loss: 0.0311472 | val_loss: 0.0311713 | Time: 3433.81 ms [2022-01-22 06:10:02 main:574] : INFO : Epoch 1780 | loss: 0.0311468 | val_loss: 0.031168 | Time: 3425.41 ms [2022-01-22 06:10:05 main:574] : INFO : Epoch 1781 | loss: 0.0311462 | val_loss: 0.0311707 | Time: 3310.74 ms [2022-01-22 06:10:08 main:574] : INFO : Epoch 1782 | loss: 0.0311437 | val_loss: 0.0311719 | Time: 3381.7 ms [2022-01-22 06:10:12 main:574] : INFO : Epoch 1783 | loss: 0.0311437 | val_loss: 0.0311726 | Time: 3548.82 ms [2022-01-22 06:10:15 main:574] : INFO : Epoch 1784 | loss: 0.0311428 | val_loss: 0.0311706 | Time: 3388.83 ms [2022-01-22 06:10:19 main:574] : INFO : Epoch 1785 | loss: 0.0311428 | val_loss: 0.0311745 | Time: 3457.73 ms [2022-01-22 06:10:22 main:574] : INFO : Epoch 1786 | loss: 0.0311403 | val_loss: 0.0311696 | Time: 3396.59 ms [2022-01-22 06:10:26 main:574] : INFO : Epoch 1787 | loss: 0.0311388 | val_loss: 0.0311699 | Time: 3440.39 ms [2022-01-22 06:10:29 main:574] : INFO : Epoch 1788 | loss: 0.0311387 | val_loss: 0.031172 | Time: 3480.99 ms [2022-01-22 06:10:33 main:574] : INFO : Epoch 1789 | loss: 0.0311378 | val_loss: 0.0311718 | Time: 3479.06 ms [2022-01-22 06:10:36 main:574] : INFO : Epoch 1790 | loss: 0.0311373 | val_loss: 0.0311745 | Time: 3421.69 ms [2022-01-22 06:10:39 main:574] : INFO : Epoch 1791 | loss: 0.031138 | val_loss: 0.0311689 | Time: 3449.6 ms [2022-01-22 06:10:43 main:574] : INFO : Epoch 1792 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 3328.45 ms [2022-01-22 06:10:46 main:574] : INFO : Epoch 1793 | loss: 0.0311398 | val_loss: 0.0311671 | Time: 3469.11 ms [2022-01-22 06:10:50 main:574] : INFO : Epoch 1794 | loss: 0.0311367 | val_loss: 0.0311722 | Time: 3496.48 ms [2022-01-22 06:10:53 main:574] : INFO : Epoch 1795 | loss: 0.0311334 | val_loss: 0.0311647 | Time: 3387.42 ms [2022-01-22 06:10:57 main:574] : INFO : Epoch 1796 | loss: 0.0311327 | val_loss: 0.03117 | Time: 3428.3 ms [2022-01-22 06:11:00 main:574] : INFO : Epoch 1797 | loss: 0.0311328 | val_loss: 0.0311738 | Time: 3428.78 ms [2022-01-22 06:11:03 main:574] : INFO : Epoch 1798 | loss: 0.0311334 | val_loss: 0.0311735 | Time: 3398.06 ms [2022-01-22 06:11:07 main:574] : INFO : Epoch 1799 | loss: 0.0311328 | val_loss: 0.0311789 | Time: 3532.73 ms [2022-01-22 06:11:11 main:574] : INFO : Epoch 1800 | loss: 0.0311312 | val_loss: 0.0311719 | Time: 3605.11 ms [2022-01-22 06:11:14 main:574] : INFO : Epoch 1801 | loss: 0.0311299 | val_loss: 0.0311747 | Time: 3389.85 ms [2022-01-22 06:11:17 main:574] : INFO : Epoch 1802 | loss: 0.0311316 | val_loss: 0.0311716 | Time: 3469.27 ms [2022-01-22 06:11:21 main:574] : INFO : Epoch 1803 | loss: 0.0311365 | val_loss: 0.0311766 | Time: 3319.04 ms [2022-01-22 06:11:24 main:574] : INFO : Epoch 1804 | loss: 0.0311313 | val_loss: 0.0311782 | Time: 3355.62 ms [2022-01-22 06:11:28 main:574] : INFO : Epoch 1805 | loss: 0.0311384 | val_loss: 0.0312021 | Time: 3512.7 ms [2022-01-22 06:11:31 main:574] : INFO : Epoch 1806 | loss: 0.0327481 | val_loss: 0.056249 | Time: 3511.55 ms [2022-01-22 06:11:35 main:574] : INFO : Epoch 1807 | loss: 0.0353078 | val_loss: 0.0317934 | Time: 3402.49 ms [2022-01-22 06:11:38 main:574] : INFO : Epoch 1808 | loss: 0.0314655 | val_loss: 0.0313076 | Time: 3403.69 ms [2022-01-22 06:11:41 main:574] : INFO : Epoch 1809 | loss: 0.0312625 | val_loss: 0.0312294 | Time: 3490.19 ms [2022-01-22 06:11:45 main:574] : INFO : Epoch 1810 | loss: 0.031202 | val_loss: 0.0311806 | Time: 3468.13 ms [2022-01-22 06:11:48 main:574] : INFO : Epoch 1811 | loss: 0.0311685 | val_loss: 0.0311692 | Time: 3487.33 ms [2022-01-22 06:11:52 main:574] : INFO : Epoch 1812 | loss: 0.031161 | val_loss: 0.0311696 | Time: 3497.41 ms [2022-01-22 06:11:55 main:574] : INFO : Epoch 1813 | loss: 0.0311582 | val_loss: 0.0311678 | Time: 3462.75 ms [2022-01-22 06:11:59 main:574] : INFO : Epoch 1814 | loss: 0.0311509 | val_loss: 0.0311694 | Time: 3470.25 ms [2022-01-22 06:12:02 main:574] : INFO : Epoch 1815 | loss: 0.0311456 | val_loss: 0.031168 | Time: 3260.45 ms [2022-01-22 06:12:06 main:574] : INFO : Epoch 1816 | loss: 0.0311454 | val_loss: 0.0311692 | Time: 3381.85 ms [2022-01-22 06:12:09 main:574] : INFO : Epoch 1817 | loss: 0.0311484 | val_loss: 0.0311689 | Time: 3547.42 ms [2022-01-22 06:12:13 main:574] : INFO : Epoch 1818 | loss: 0.0311474 | val_loss: 0.0311695 | Time: 3436.73 ms [2022-01-22 06:12:16 main:574] : INFO : Epoch 1819 | loss: 0.0311444 | val_loss: 0.0311732 | Time: 3384.15 ms [2022-01-22 06:12:19 main:574] : INFO : Epoch 1820 | loss: 0.031147 | val_loss: 0.0311809 | Time: 3444.54 ms [2022-01-22 06:12:23 main:574] : INFO : Epoch 1821 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 3404.31 ms [2022-01-22 06:12:26 main:574] : INFO : Epoch 1822 | loss: 0.0311424 | val_loss: 0.0311686 | Time: 3371.36 ms [2022-01-22 06:12:30 main:574] : INFO : Epoch 1823 | loss: 0.0311417 | val_loss: 0.0311718 | Time: 3594.94 ms [2022-01-22 06:12:33 main:574] : INFO : Epoch 1824 | loss: 0.031142 | val_loss: 0.0311715 | Time: 3424.47 ms [2022-01-22 06:12:37 main:574] : INFO : Epoch 1825 | loss: 0.0311435 | val_loss: 0.0311793 | Time: 3519.82 ms [2022-01-22 06:12:40 main:574] : INFO : Epoch 1826 | loss: 0.0311416 | val_loss: 0.0311654 | Time: 3378.38 ms [2022-01-22 06:12:43 main:574] : INFO : Epoch 1827 | loss: 0.0311372 | val_loss: 0.0311727 | Time: 3314.87 ms [2022-01-22 06:12:47 main:574] : INFO : Epoch 1828 | loss: 0.0311342 | val_loss: 0.0311739 | Time: 3477.25 ms [2022-01-22 06:12:50 main:574] : INFO : Epoch 1829 | loss: 0.0311363 | val_loss: 0.0311709 | Time: 3421.1 ms [2022-01-22 06:12:54 main:574] : INFO : Epoch 1830 | loss: 0.0311363 | val_loss: 0.0311743 | Time: 3359.94 ms [2022-01-22 06:12:57 main:574] : INFO : Epoch 1831 | loss: 0.0311387 | val_loss: 0.0311747 | Time: 3411.84 ms [2022-01-22 06:13:00 main:574] : INFO : Epoch 1832 | loss: 0.0311358 | val_loss: 0.0311698 | Time: 3364.58 ms [2022-01-22 06:13:04 main:574] : INFO : Epoch 1833 | loss: 0.0311382 | val_loss: 0.0311715 | Time: 3448.38 ms [2022-01-22 06:13:08 main:574] : INFO : Epoch 1834 | loss: 0.0311353 | val_loss: 0.0311772 | Time: 3623.72 ms [2022-01-22 06:13:11 main:574] : INFO : Epoch 1835 | loss: 0.0311322 | val_loss: 0.0311717 | Time: 3324.48 ms [2022-01-22 06:13:14 main:574] : INFO : Epoch 1836 | loss: 0.0311342 | val_loss: 0.0311754 | Time: 3392.37 ms [2022-01-22 06:13:18 main:574] : INFO : Epoch 1837 | loss: 0.0311326 | val_loss: 0.0311772 | Time: 3545.33 ms [2022-01-22 06:13:21 main:574] : INFO : Epoch 1838 | loss: 0.0311341 | val_loss: 0.0311786 | Time: 3256.72 ms [2022-01-22 06:13:24 main:574] : INFO : Epoch 1839 | loss: 0.0311334 | val_loss: 0.0311742 | Time: 3403.32 ms [2022-01-22 06:13:28 main:574] : INFO : Epoch 1840 | loss: 0.0311341 | val_loss: 0.031179 | Time: 3546.34 ms [2022-01-22 06:13:31 main:574] : INFO : Epoch 1841 | loss: 0.0311345 | val_loss: 0.0311708 | Time: 3406.78 ms [2022-01-22 06:13:35 main:574] : INFO : Epoch 1842 | loss: 0.0311344 | val_loss: 0.0311858 | Time: 3424.36 ms [2022-01-22 06:13:38 main:574] : INFO : Epoch 1843 | loss: 0.0311331 | val_loss: 0.0311733 | Time: 3375.89 ms [2022-01-22 06:13:42 main:574] : INFO : Epoch 1844 | loss: 0.0311329 | val_loss: 0.0311791 | Time: 3376.79 ms [2022-01-22 06:13:45 main:574] : INFO : Epoch 1845 | loss: 0.0311321 | val_loss: 0.0311746 | Time: 3583.2 ms [2022-01-22 06:13:49 main:574] : INFO : Epoch 1846 | loss: 0.0311339 | val_loss: 0.0311732 | Time: 3415.19 ms [2022-01-22 06:13:52 main:574] : INFO : Epoch 1847 | loss: 0.031129 | val_loss: 0.0311711 | Time: 3551.93 ms [2022-01-22 06:13:56 main:574] : INFO : Epoch 1848 | loss: 0.0311292 | val_loss: 0.0311741 | Time: 3481.35 ms [2022-01-22 06:13:59 main:574] : INFO : Epoch 1849 | loss: 0.031129 | val_loss: 0.0311751 | Time: 3295.68 ms [2022-01-22 06:14:02 main:574] : INFO : Epoch 1850 | loss: 0.0311286 | val_loss: 0.0311709 | Time: 3405 ms [2022-01-22 06:14:06 main:574] : INFO : Epoch 1851 | loss: 0.031127 | val_loss: 0.0311761 | Time: 3491.82 ms [2022-01-22 06:14:09 main:574] : INFO : Epoch 1852 | loss: 0.0311279 | val_loss: 0.0311749 | Time: 3504.7 ms [2022-01-22 06:14:13 main:574] : INFO : Epoch 1853 | loss: 0.0311278 | val_loss: 0.0311726 | Time: 3505.94 ms [2022-01-22 06:14:16 main:574] : INFO : Epoch 1854 | loss: 0.0311284 | val_loss: 0.0311731 | Time: 3336.84 ms [2022-01-22 06:14:20 main:574] : INFO : Epoch 1855 | loss: 0.0311333 | val_loss: 0.0311678 | Time: 3459.85 ms [2022-01-22 06:14:23 main:574] : INFO : Epoch 1856 | loss: 0.0311361 | val_loss: 0.0311684 | Time: 3610.89 ms [2022-01-22 06:14:27 main:574] : INFO : Epoch 1857 | loss: 0.0311334 | val_loss: 0.0311674 | Time: 3410.02 ms [2022-01-22 06:14:30 main:574] : INFO : Epoch 1858 | loss: 0.0311334 | val_loss: 0.0311645 | Time: 3560.78 ms [2022-01-22 06:14:34 main:574] : INFO : Epoch 1859 | loss: 0.0311353 | val_loss: 0.0311677 | Time: 3440.46 ms [2022-01-22 06:14:37 main:574] : INFO : Epoch 1860 | loss: 0.031132 | val_loss: 0.0311662 | Time: 3374.11 ms [2022-01-22 06:14:41 main:574] : INFO : Epoch 1861 | loss: 0.0311295 | val_loss: 0.0311757 | Time: 3438.61 ms [2022-01-22 06:14:44 main:574] : INFO : Epoch 1862 | loss: 0.0311306 | val_loss: 0.031172 | Time: 3441.75 ms [2022-01-22 06:14:47 main:574] : INFO : Epoch 1863 | loss: 0.031133 | val_loss: 0.0311678 | Time: 3401.71 ms [2022-01-22 06:14:51 main:574] : INFO : Epoch 1864 | loss: 0.0311335 | val_loss: 0.0311748 | Time: 3582.58 ms [2022-01-22 06:14:54 main:574] : INFO : Epoch 1865 | loss: 0.0311311 | val_loss: 0.0311688 | Time: 3463.24 ms [2022-01-22 06:14:58 main:574] : INFO : Epoch 1866 | loss: 0.0311305 | val_loss: 0.0311782 | Time: 3384.78 ms [2022-01-22 06:15:01 main:574] : INFO : Epoch 1867 | loss: 0.0311325 | val_loss: 0.0311657 | Time: 3314.63 ms [2022-01-22 06:15:05 main:574] : INFO : Epoch 1868 | loss: 0.0311302 | val_loss: 0.0311645 | Time: 3483.36 ms [2022-01-22 06:15:08 main:574] : INFO : Epoch 1869 | loss: 0.031129 | val_loss: 0.0311702 | Time: 3485.13 ms [2022-01-22 06:15:12 main:574] : INFO : Epoch 1870 | loss: 0.0311272 | val_loss: 0.0311711 | Time: 3382.27 ms [2022-01-22 06:15:15 main:574] : INFO : Epoch 1871 | loss: 0.0311285 | val_loss: 0.031176 | Time: 3326.27 ms [2022-01-22 06:15:18 main:574] : INFO : Epoch 1872 | loss: 0.0311316 | val_loss: 0.0311663 | Time: 3501.47 ms [2022-01-22 06:15:22 main:574] : INFO : Epoch 1873 | loss: 0.0311301 | val_loss: 0.0311701 | Time: 3317.35 ms [2022-01-22 06:15:25 main:574] : INFO : Epoch 1874 | loss: 0.031127 | val_loss: 0.0311702 | Time: 3509.98 ms [2022-01-22 06:15:29 main:574] : INFO : Epoch 1875 | loss: 0.0311371 | val_loss: 0.0311652 | Time: 3602.19 ms [2022-01-22 06:15:32 main:574] : INFO : Epoch 1876 | loss: 0.0311377 | val_loss: 0.0311643 | Time: 3575.42 ms [2022-01-22 06:15:36 main:574] : INFO : Epoch 1877 | loss: 0.0311316 | val_loss: 0.0311636 | Time: 3350.71 ms [2022-01-22 06:15:39 main:574] : INFO : Epoch 1878 | loss: 0.0311327 | val_loss: 0.0311691 | Time: 3365.06 ms [2022-01-22 06:15:43 main:574] : INFO : Epoch 1879 | loss: 0.0311304 | val_loss: 0.0311663 | Time: 3399.4 ms [2022-01-22 06:15:46 main:574] : INFO : Epoch 1880 | loss: 0.0311293 | val_loss: 0.031168 | Time: 3452.34 ms [2022-01-22 06:15:49 main:574] : INFO : Epoch 1881 | loss: 0.031126 | val_loss: 0.031175 | Time: 3410.11 ms [2022-01-22 06:15:53 main:574] : INFO : Epoch 1882 | loss: 0.0311231 | val_loss: 0.0311765 | Time: 3353.79 ms [2022-01-22 06:15:57 main:574] : INFO : Epoch 1883 | loss: 0.0311256 | val_loss: 0.0311709 | Time: 3935.38 ms [2022-01-22 06:16:01 main:574] : INFO : Epoch 1884 | loss: 0.0311232 | val_loss: 0.031168 | Time: 4062.46 ms [2022-01-22 06:16:05 main:574] : INFO : Epoch 1885 | loss: 0.0311227 | val_loss: 0.031167 | Time: 3933.03 ms [2022-01-22 06:16:09 main:574] : INFO : Epoch 1886 | loss: 0.0311209 | val_loss: 0.0311725 | Time: 3863.52 ms [2022-01-22 06:16:12 main:574] : INFO : Epoch 1887 | loss: 0.0311269 | val_loss: 0.0311677 | Time: 3810.33 ms [2022-01-22 06:16:16 main:574] : INFO : Epoch 1888 | loss: 0.031127 | val_loss: 0.0311688 | Time: 3551.8 ms [2022-01-22 06:16:19 main:574] : INFO : Epoch 1889 | loss: 0.0311255 | val_loss: 0.0311701 | Time: 3364.62 ms [2022-01-22 06:16:23 main:574] : INFO : Epoch 1890 | loss: 0.0311246 | val_loss: 0.0311727 | Time: 3384.95 ms [2022-01-22 06:16:26 main:574] : INFO : Epoch 1891 | loss: 0.0311251 | val_loss: 0.0311699 | Time: 3383.92 ms [2022-01-22 06:16:29 main:574] : INFO : Epoch 1892 | loss: 0.0311257 | val_loss: 0.0311752 | Time: 3356.34 ms [2022-01-22 06:16:33 main:574] : INFO : Epoch 1893 | loss: 0.0311285 | val_loss: 0.0311739 | Time: 3484.06 ms [2022-01-22 06:16:36 main:574] : INFO : Epoch 1894 | loss: 0.03113 | val_loss: 0.0311731 | Time: 3354.18 ms [2022-01-22 06:16:40 main:574] : INFO : Epoch 1895 | loss: 0.0311286 | val_loss: 0.0311691 | Time: 3365.75 ms [2022-01-22 06:16:43 main:574] : INFO : Epoch 1896 | loss: 0.0311284 | val_loss: 0.0311703 | Time: 3506.35 ms [2022-01-22 06:16:47 main:574] : INFO : Epoch 1897 | loss: 0.031129 | val_loss: 0.03117 | Time: 3646.88 ms [2022-01-22 06:16:50 main:574] : INFO : Epoch 1898 | loss: 0.0311292 | val_loss: 0.0311702 | Time: 3496.32 ms [2022-01-22 06:16:54 main:574] : INFO : Epoch 1899 | loss: 0.0311327 | val_loss: 0.0311718 | Time: 3373.54 ms [2022-01-22 06:16:57 main:574] : INFO : Epoch 1900 | loss: 0.0311327 | val_loss: 0.0311722 | Time: 3360.51 ms [2022-01-22 06:17:00 main:574] : INFO : Epoch 1901 | loss: 0.031129 | val_loss: 0.0311683 | Time: 3401.43 ms [2022-01-22 06:17:04 main:574] : INFO : Epoch 1902 | loss: 0.0311238 | val_loss: 0.0311736 | Time: 3350.86 ms [2022-01-22 06:17:07 main:574] : INFO : Epoch 1903 | loss: 0.0311298 | val_loss: 0.0311949 | Time: 3443.57 ms [2022-01-22 06:17:11 main:574] : INFO : Epoch 1904 | loss: 0.0311564 | val_loss: 0.0311756 | Time: 3707.69 ms [2022-01-22 06:17:14 main:574] : INFO : Epoch 1905 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 3366.23 ms [2022-01-22 06:17:18 main:574] : INFO : Epoch 1906 | loss: 0.031139 | val_loss: 0.0311667 | Time: 3371.87 ms [2022-01-22 06:17:21 main:574] : INFO : Epoch 1907 | loss: 0.0311364 | val_loss: 0.0311716 | Time: 3443.71 ms [2022-01-22 06:17:25 main:574] : INFO : Epoch 1908 | loss: 0.0311341 | val_loss: 0.031169 | Time: 3547.13 ms [2022-01-22 06:17:28 main:574] : INFO : Epoch 1909 | loss: 0.031132 | val_loss: 0.0311693 | Time: 3491.99 ms [2022-01-22 06:17:32 main:574] : INFO : Epoch 1910 | loss: 0.0311316 | val_loss: 0.0311645 | Time: 3489.69 ms [2022-01-22 06:17:35 main:574] : INFO : Epoch 1911 | loss: 0.0311302 | val_loss: 0.0311683 | Time: 3449.56 ms [2022-01-22 06:17:39 main:574] : INFO : Epoch 1912 | loss: 0.0311275 | val_loss: 0.0311656 | Time: 3342.36 ms [2022-01-22 06:17:42 main:574] : INFO : Epoch 1913 | loss: 0.0311266 | val_loss: 0.0311722 | Time: 3371.97 ms [2022-01-22 06:17:45 main:574] : INFO : Epoch 1914 | loss: 0.0311249 | val_loss: 0.0311679 | Time: 3342.79 ms [2022-01-22 06:17:49 main:574] : INFO : Epoch 1915 | loss: 0.0311266 | val_loss: 0.0311736 | Time: 3562.52 ms [2022-01-22 06:17:52 main:574] : INFO : Epoch 1916 | loss: 0.0311279 | val_loss: 0.0311716 | Time: 3461.42 ms [2022-01-22 06:17:56 main:574] : INFO : Epoch 1917 | loss: 0.0311311 | val_loss: 0.0311732 | Time: 3378.76 ms [2022-01-22 06:17:59 main:574] : INFO : Epoch 1918 | loss: 0.0311252 | val_loss: 0.0311688 | Time: 3356.56 ms [2022-01-22 06:18:03 main:574] : INFO : Epoch 1919 | loss: 0.0311246 | val_loss: 0.0311694 | Time: 3507.15 ms [2022-01-22 06:18:06 main:574] : INFO : Epoch 1920 | loss: 0.0311239 | val_loss: 0.0311704 | Time: 3422.34 ms [2022-01-22 06:18:09 main:574] : INFO : Epoch 1921 | loss: 0.0311246 | val_loss: 0.0311749 | Time: 3472.83 ms [2022-01-22 06:18:13 main:574] : INFO : Epoch 1922 | loss: 0.0311264 | val_loss: 0.0311683 | Time: 3442.49 ms [2022-01-22 06:18:16 main:574] : INFO : Epoch 1923 | loss: 0.0311251 | val_loss: 0.0311691 | Time: 3346.86 ms [2022-01-22 06:18:20 main:574] : INFO : Epoch 1924 | loss: 0.031127 | val_loss: 0.0311681 | Time: 3383.01 ms [2022-01-22 06:18:23 main:574] : INFO : Epoch 1925 | loss: 0.0311242 | val_loss: 0.0311697 | Time: 3465.83 ms [2022-01-22 06:18:27 main:574] : INFO : Epoch 1926 | loss: 0.0311246 | val_loss: 0.0311692 | Time: 3518.94 ms [2022-01-22 06:18:30 main:574] : INFO : Epoch 1927 | loss: 0.031121 | val_loss: 0.0311706 | Time: 3613.99 ms [2022-01-22 06:18:34 main:574] : INFO : Epoch 1928 | loss: 0.0311251 | val_loss: 0.0311754 | Time: 3494.04 ms [2022-01-22 06:18:37 main:574] : INFO : Epoch 1929 | loss: 0.0311381 | val_loss: 0.0311749 | Time: 3386.62 ms [2022-01-22 06:18:40 main:574] : INFO : Epoch 1930 | loss: 0.031137 | val_loss: 0.0311846 | Time: 3373.07 ms [2022-01-22 06:18:44 main:574] : INFO : Epoch 1931 | loss: 0.0311466 | val_loss: 0.0311817 | Time: 3434.78 ms [2022-01-22 06:18:47 main:574] : INFO : Epoch 1932 | loss: 0.0311424 | val_loss: 0.0311771 | Time: 3419 ms [2022-01-22 06:18:51 main:574] : INFO : Epoch 1933 | loss: 0.0311379 | val_loss: 0.0311765 | Time: 3359.42 ms [2022-01-22 06:18:54 main:574] : INFO : Epoch 1934 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 3359.82 ms [2022-01-22 06:18:57 main:574] : INFO : Epoch 1935 | loss: 0.0311294 | val_loss: 0.0311709 | Time: 3365.08 ms [2022-01-22 06:19:01 main:574] : INFO : Epoch 1936 | loss: 0.0311302 | val_loss: 0.0311803 | Time: 3361.9 ms [2022-01-22 06:19:04 main:574] : INFO : Epoch 1937 | loss: 0.0311301 | val_loss: 0.0311823 | Time: 3548.17 ms [2022-01-22 06:19:08 main:574] : INFO : Epoch 1938 | loss: 0.0311296 | val_loss: 0.0311795 | Time: 3534.57 ms [2022-01-22 06:19:11 main:574] : INFO : Epoch 1939 | loss: 0.0311295 | val_loss: 0.0311725 | Time: 3487.82 ms [2022-01-22 06:19:15 main:574] : INFO : Epoch 1940 | loss: 0.031127 | val_loss: 0.0311767 | Time: 3306.98 ms [2022-01-22 06:19:18 main:574] : INFO : Epoch 1941 | loss: 0.0311291 | val_loss: 0.0311892 | Time: 3379.93 ms [2022-01-22 06:19:21 main:574] : INFO : Epoch 1942 | loss: 0.0311259 | val_loss: 0.0311769 | Time: 3407.7 ms [2022-01-22 06:19:25 main:574] : INFO : Epoch 1943 | loss: 0.0311255 | val_loss: 0.0311766 | Time: 3342.49 ms [2022-01-22 06:19:28 main:574] : INFO : Epoch 1944 | loss: 0.0311228 | val_loss: 0.0311778 | Time: 3318.25 ms [2022-01-22 06:19:32 main:574] : INFO : Epoch 1945 | loss: 0.0311249 | val_loss: 0.0311746 | Time: 3534.92 ms [2022-01-22 06:19:35 main:574] : INFO : Epoch 1946 | loss: 0.0311283 | val_loss: 0.0311859 | Time: 3258.05 ms [2022-01-22 06:19:38 main:574] : INFO : Epoch 1947 | loss: 0.0311288 | val_loss: 0.0311769 | Time: 3366.05 ms [2022-01-22 06:19:42 main:574] : INFO : Epoch 1948 | loss: 0.0311277 | val_loss: 0.0311783 | Time: 3479 ms [2022-01-22 06:19:45 main:574] : INFO : Epoch 1949 | loss: 0.0311252 | val_loss: 0.0311762 | Time: 3527.54 ms [2022-01-22 06:19:49 main:574] : INFO : Epoch 1950 | loss: 0.0311245 | val_loss: 0.0311713 | Time: 3636.36 ms [2022-01-22 06:19:52 main:574] : INFO : Epoch 1951 | loss: 0.0311242 | val_loss: 0.0311726 | Time: 3503.29 ms [2022-01-22 06:19:56 main:574] : INFO : Epoch 1952 | loss: 0.031123 | val_loss: 0.0311764 | Time: 3328.09 ms [2022-01-22 06:19:59 main:574] : INFO : Epoch 1953 | loss: 0.031123 | val_loss: 0.0311772 | Time: 3342.13 ms [2022-01-22 06:20:03 main:574] : INFO : Epoch 1954 | loss: 0.0311278 | val_loss: 0.0311737 | Time: 3331.83 ms [2022-01-22 06:20:06 main:574] : INFO : Epoch 1955 | loss: 0.0311278 | val_loss: 0.0311666 | Time: 3346.89 ms [2022-01-22 06:20:09 main:574] : INFO : Epoch 1956 | loss: 0.031125 | val_loss: 0.031167 | Time: 3429.49 ms [2022-01-22 06:20:13 main:574] : INFO : Epoch 1957 | loss: 0.0311232 | val_loss: 0.031168 | Time: 3463.53 ms [2022-01-22 06:20:16 main:574] : INFO : Epoch 1958 | loss: 0.0311219 | val_loss: 0.0311735 | Time: 3572.42 ms [2022-01-22 06:20:20 main:574] : INFO : Epoch 1959 | loss: 0.0311181 | val_loss: 0.0311753 | Time: 3413.58 ms [2022-01-22 06:20:23 main:574] : INFO : Epoch 1960 | loss: 0.0311211 | val_loss: 0.0311808 | Time: 3415.6 ms [2022-01-22 06:20:27 main:574] : INFO : Epoch 1961 | loss: 0.0311224 | val_loss: 0.0311778 | Time: 3469.74 ms [2022-01-22 06:20:30 main:574] : INFO : Epoch 1962 | loss: 0.0311229 | val_loss: 0.0311761 | Time: 3548.73 ms [2022-01-22 06:20:34 main:574] : INFO : Epoch 1963 | loss: 0.0311201 | val_loss: 0.0311711 | Time: 3413.18 ms [2022-01-22 06:20:37 main:574] : INFO : Epoch 1964 | loss: 0.0311186 | val_loss: 0.0311726 | Time: 3426.71 ms [2022-01-22 06:20:40 main:574] : INFO : Epoch 1965 | loss: 0.0311165 | val_loss: 0.0311787 | Time: 3415.15 ms [2022-01-22 06:20:44 main:574] : INFO : Epoch 1966 | loss: 0.0311173 | val_loss: 0.0311792 | Time: 3281.51 ms [2022-01-22 06:20:47 main:574] : INFO : Epoch 1967 | loss: 0.031116 | val_loss: 0.0311802 | Time: 3455.4 ms [2022-01-22 06:20:51 main:574] : INFO : Epoch 1968 | loss: 0.0311166 | val_loss: 0.0311776 | Time: 3457.45 ms [2022-01-22 06:20:54 main:574] : INFO : Epoch 1969 | loss: 0.0311194 | val_loss: 0.0311752 | Time: 3466.62 ms [2022-01-22 06:20:58 main:574] : INFO : Epoch 1970 | loss: 0.0311175 | val_loss: 0.031173 | Time: 3408.9 ms [2022-01-22 06:21:01 main:574] : INFO : Epoch 1971 | loss: 0.0311179 | val_loss: 0.0311719 | Time: 3357.95 ms [2022-01-22 06:21:04 main:574] : INFO : Epoch 1972 | loss: 0.0311219 | val_loss: 0.0311756 | Time: 3507.42 ms [2022-01-22 06:21:08 main:574] : INFO : Epoch 1973 | loss: 0.0311233 | val_loss: 0.0311764 | Time: 3541.36 ms [2022-01-22 06:21:11 main:574] : INFO : Epoch 1974 | loss: 0.0311261 | val_loss: 0.0311662 | Time: 3329.9 ms [2022-01-22 06:21:15 main:574] : INFO : Epoch 1975 | loss: 0.0311303 | val_loss: 0.0311723 | Time: 3350.55 ms [2022-01-22 06:21:18 main:574] : INFO : Epoch 1976 | loss: 0.0311287 | val_loss: 0.0311788 | Time: 3348.72 ms [2022-01-22 06:21:21 main:574] : INFO : Epoch 1977 | loss: 0.0311256 | val_loss: 0.031171 | Time: 3355.32 ms [2022-01-22 06:21:25 main:574] : INFO : Epoch 1978 | loss: 0.0311241 | val_loss: 0.0311765 | Time: 3521.7 ms [2022-01-22 06:21:28 main:574] : INFO : Epoch 1979 | loss: 0.0311191 | val_loss: 0.0311748 | Time: 3534.49 ms [2022-01-22 06:21:32 main:574] : INFO : Epoch 1980 | loss: 0.0311189 | val_loss: 0.0311749 | Time: 3485.26 ms [2022-01-22 06:21:35 main:574] : INFO : Epoch 1981 | loss: 0.0311268 | val_loss: 0.0311744 | Time: 3514.36 ms [2022-01-22 06:21:39 main:574] : INFO : Epoch 1982 | loss: 0.0311292 | val_loss: 0.0311724 | Time: 3402.8 ms [2022-01-22 06:21:42 main:574] : INFO : Epoch 1983 | loss: 0.0311304 | val_loss: 0.031169 | Time: 3445.01 ms [2022-01-22 06:21:46 main:574] : INFO : Epoch 1984 | loss: 0.031127 | val_loss: 0.0311701 | Time: 3512.75 ms [2022-01-22 06:21:49 main:574] : INFO : Epoch 1985 | loss: 0.0311247 | val_loss: 0.0311715 | Time: 3337.46 ms [2022-01-22 06:21:53 main:574] : INFO : Epoch 1986 | loss: 0.0311244 | val_loss: 0.031169 | Time: 3381.29 ms [2022-01-22 06:21:56 main:574] : INFO : Epoch 1987 | loss: 0.0311218 | val_loss: 0.0311801 | Time: 3404.75 ms [2022-01-22 06:21:59 main:574] : INFO : Epoch 1988 | loss: 0.0311207 | val_loss: 0.0311729 | Time: 3331.63 ms [2022-01-22 06:22:03 main:574] : INFO : Epoch 1989 | loss: 0.0311173 | val_loss: 0.0311778 | Time: 3465.01 ms [2022-01-22 06:22:06 main:574] : INFO : Epoch 1990 | loss: 0.0311214 | val_loss: 0.0311704 | Time: 3512.47 ms [2022-01-22 06:22:10 main:574] : INFO : Epoch 1991 | loss: 0.0311258 | val_loss: 0.0311703 | Time: 3454.02 ms [2022-01-22 06:22:13 main:574] : INFO : Epoch 1992 | loss: 0.0311278 | val_loss: 0.0311706 | Time: 3524.15 ms [2022-01-22 06:22:17 main:574] : INFO : Epoch 1993 | loss: 0.0311273 | val_loss: 0.0311754 | Time: 3608.21 ms [2022-01-22 06:22:20 main:574] : INFO : Epoch 1994 | loss: 0.0311249 | val_loss: 0.0311779 | Time: 3422.65 ms [2022-01-22 06:22:24 main:574] : INFO : Epoch 1995 | loss: 0.0311269 | val_loss: 0.0311838 | Time: 3485.93 ms [2022-01-22 06:22:27 main:574] : INFO : Epoch 1996 | loss: 0.0311243 | val_loss: 0.0311774 | Time: 3298.87 ms [2022-01-22 06:22:30 main:574] : INFO : Epoch 1997 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 3371.89 ms [2022-01-22 06:22:34 main:574] : INFO : Epoch 1998 | loss: 0.0311325 | val_loss: 0.0311699 | Time: 3398.86 ms [2022-01-22 06:22:37 main:574] : INFO : Epoch 1999 | loss: 0.031128 | val_loss: 0.0311763 | Time: 3365.08 ms [2022-01-22 06:22:41 main:574] : INFO : Epoch 2000 | loss: 0.0311249 | val_loss: 0.0311763 | Time: 3484.29 ms [2022-01-22 06:22:44 main:574] : INFO : Epoch 2001 | loss: 0.0311219 | val_loss: 0.0311742 | Time: 3506.25 ms [2022-01-22 06:22:48 main:574] : INFO : Epoch 2002 | loss: 0.0311214 | val_loss: 0.0311781 | Time: 3401.96 ms [2022-01-22 06:22:51 main:574] : INFO : Epoch 2003 | loss: 0.0311165 | val_loss: 0.0311776 | Time: 3339 ms [2022-01-22 06:22:55 main:574] : INFO : Epoch 2004 | loss: 0.0311169 | val_loss: 0.0311718 | Time: 3586.7 ms [2022-01-22 06:22:58 main:574] : INFO : Epoch 2005 | loss: 0.0311182 | val_loss: 0.0311809 | Time: 3568.31 ms [2022-01-22 06:23:02 main:574] : INFO : Epoch 2006 | loss: 0.0311179 | val_loss: 0.0311736 | Time: 3328.35 ms [2022-01-22 06:23:05 main:574] : INFO : Epoch 2007 | loss: 0.0311209 | val_loss: 0.0311709 | Time: 3400.6 ms [2022-01-22 06:23:08 main:574] : INFO : Epoch 2008 | loss: 0.0311213 | val_loss: 0.0311756 | Time: 3415.3 ms [2022-01-22 06:23:12 main:574] : INFO : Epoch 2009 | loss: 0.0311189 | val_loss: 0.0311733 | Time: 3349.27 ms [2022-01-22 06:23:15 main:574] : INFO : Epoch 2010 | loss: 0.031119 | val_loss: 0.0311728 | Time: 3373.09 ms [2022-01-22 06:23:19 main:574] : INFO : Epoch 2011 | loss: 0.03112 | val_loss: 0.0311727 | Time: 3422.45 ms [2022-01-22 06:23:22 main:574] : INFO : Epoch 2012 | loss: 0.0311185 | val_loss: 0.0311719 | Time: 3449.28 ms [2022-01-22 06:23:25 main:574] : INFO : Epoch 2013 | loss: 0.0311217 | val_loss: 0.0311763 | Time: 3461.48 ms [2022-01-22 06:23:29 main:574] : INFO : Epoch 2014 | loss: 0.0311187 | val_loss: 0.0311809 | Time: 3390.66 ms [2022-01-22 06:23:32 main:574] : INFO : Epoch 2015 | loss: 0.0311182 | val_loss: 0.0311774 | Time: 3536.55 ms [2022-01-22 06:23:36 main:574] : INFO : Epoch 2016 | loss: 0.0311168 | val_loss: 0.0311787 | Time: 3452.82 ms [2022-01-22 06:23:39 main:574] : INFO : Epoch 2017 | loss: 0.0311184 | val_loss: 0.0311744 | Time: 3479.99 ms [2022-01-22 06:23:43 main:574] : INFO : Epoch 2018 | loss: 0.0311171 | val_loss: 0.0311791 | Time: 3333.95 ms [2022-01-22 06:23:46 main:574] : INFO : Epoch 2019 | loss: 0.031118 | val_loss: 0.031181 | Time: 3417.17 ms [2022-01-22 06:23:49 main:574] : INFO : Epoch 2020 | loss: 0.0311152 | val_loss: 0.0311834 | Time: 3369.52 ms [2022-01-22 06:23:53 main:574] : INFO : Epoch 2021 | loss: 0.0311133 | val_loss: 0.0311828 | Time: 3456.89 ms [2022-01-22 06:23:56 main:574] : INFO : Epoch 2022 | loss: 0.0311139 | val_loss: 0.0311771 | Time: 3363.28 ms [2022-01-22 06:24:00 main:574] : INFO : Epoch 2023 | loss: 0.0311158 | val_loss: 0.0311793 | Time: 3514.97 ms [2022-01-22 06:24:03 main:574] : INFO : Epoch 2024 | loss: 0.0311131 | val_loss: 0.0311769 | Time: 3493.59 ms [2022-01-22 06:24:07 main:574] : INFO : Epoch 2025 | loss: 0.0311156 | val_loss: 0.0311912 | Time: 3400.65 ms [2022-01-22 06:24:10 main:574] : INFO : Epoch 2026 | loss: 0.0311187 | val_loss: 0.0311829 | Time: 3405.14 ms [2022-01-22 06:24:14 main:574] : INFO : Epoch 2027 | loss: 0.0311147 | val_loss: 0.0311864 | Time: 3470.17 ms [2022-01-22 06:24:17 main:574] : INFO : Epoch 2028 | loss: 0.0311154 | val_loss: 0.0311848 | Time: 3429.94 ms [2022-01-22 06:24:20 main:574] : INFO : Epoch 2029 | loss: 0.0311141 | val_loss: 0.0311808 | Time: 3340.46 ms [2022-01-22 06:24:24 main:574] : INFO : Epoch 2030 | loss: 0.0311158 | val_loss: 0.0311917 | Time: 3342.86 ms [2022-01-22 06:24:27 main:574] : INFO : Epoch 2031 | loss: 0.0311183 | val_loss: 0.0311887 | Time: 3415.27 ms [2022-01-22 06:24:31 main:574] : INFO : Epoch 2032 | loss: 0.0311115 | val_loss: 0.0311882 | Time: 3516.25 ms [2022-01-22 06:24:34 main:574] : INFO : Epoch 2033 | loss: 0.0311128 | val_loss: 0.0311792 | Time: 3468.95 ms [2022-01-22 06:24:38 main:574] : INFO : Epoch 2034 | loss: 0.0311129 | val_loss: 0.0311816 | Time: 3434.3 ms [2022-01-22 06:24:41 main:574] : INFO : Epoch 2035 | loss: 0.0311147 | val_loss: 0.0311805 | Time: 3567.73 ms [2022-01-22 06:24:45 main:574] : INFO : Epoch 2036 | loss: 0.031114 | val_loss: 0.0311877 | Time: 3458.54 ms [2022-01-22 06:24:48 main:574] : INFO : Epoch 2037 | loss: 0.0311186 | val_loss: 0.0311763 | Time: 3362.95 ms [2022-01-22 06:24:51 main:574] : INFO : Epoch 2038 | loss: 0.0311194 | val_loss: 0.031185 | Time: 3392.95 ms [2022-01-22 06:24:55 main:574] : INFO : Epoch 2039 | loss: 0.0311166 | val_loss: 0.0311814 | Time: 3563.81 ms [2022-01-22 06:24:58 main:574] : INFO : Epoch 2040 | loss: 0.0311156 | val_loss: 0.0311774 | Time: 3515.86 ms [2022-01-22 06:25:02 main:574] : INFO : Epoch 2041 | loss: 0.0311203 | val_loss: 0.0311718 | Time: 3404.6 ms [2022-01-22 06:25:05 main:574] : INFO : Epoch 2042 | loss: 0.0311313 | val_loss: 0.0311711 | Time: 3439.44 ms [2022-01-22 06:25:09 main:574] : INFO : Epoch 2043 | loss: 0.031133 | val_loss: 0.0311761 | Time: 3504.84 ms [2022-01-22 06:25:12 main:574] : INFO : Epoch 2044 | loss: 0.0311312 | val_loss: 0.0311708 | Time: 3443.42 ms [2022-01-22 06:25:16 main:574] : INFO : Epoch 2045 | loss: 0.0311216 | val_loss: 0.0311766 | Time: 3568.8 ms [2022-01-22 06:25:19 main:574] : INFO : Epoch 2046 | loss: 0.0311266 | val_loss: 0.0311709 | Time: 3479.77 ms [2022-01-22 06:25:23 main:574] : INFO : Epoch 2047 | loss: 0.0311338 | val_loss: 0.0311703 | Time: 3392.51 ms [2022-01-22 06:25:26 main:574] : INFO : Epoch 2048 | loss: 0.0311341 | val_loss: 0.0311696 | Time: 3376.72 ms [2022-01-22 06:25:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311696 [2022-01-22 06:25:26 main:603] : INFO : Saving end state to config to file [2022-01-22 06:25:26 main:608] : INFO : Success, exiting.. 06:25:26 (7076): 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)