Task 14596167
| Name | ParityModified-1647042561-6818-3-0_0 |
| Workunit | 11617916 |
| Created | 10 Apr 2022, 21:44:51 UTC |
| Sent | 11 Apr 2022, 5:08:36 UTC |
| Report deadline | 19 Apr 2022, 5:08:36 UTC |
| Received | 11 Apr 2022, 18:17:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6260 |
| Run time | 1 hours 42 min 39 sec |
| CPU time | 1 hours 35 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311728 | val_loss: 0.03118 | Time: 3034.79 ms
[2022-04-11 10:02:16 main:574] : INFO : Epoch 1543 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 2932.02 ms
[2022-04-11 10:02:19 main:574] : INFO : Epoch 1544 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 2999.19 ms
[2022-04-11 10:02:22 main:574] : INFO : Epoch 1545 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 3072.94 ms
[2022-04-11 10:02:25 main:574] : INFO : Epoch 1546 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 3072.23 ms
[2022-04-11 10:02:28 main:574] : INFO : Epoch 1547 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 2980.15 ms
[2022-04-11 10:02:31 main:574] : INFO : Epoch 1548 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 3008.28 ms
[2022-04-11 10:02:34 main:574] : INFO : Epoch 1549 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 2931.22 ms
[2022-04-11 10:02:37 main:574] : INFO : Epoch 1550 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 3013.88 ms
[2022-04-11 10:02:40 main:574] : INFO : Epoch 1551 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 3024.95 ms
[2022-04-11 10:02:43 main:574] : INFO : Epoch 1552 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 3023.9 ms
[2022-04-11 10:02:46 main:574] : INFO : Epoch 1553 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 2991.31 ms
[2022-04-11 10:02:49 main:574] : INFO : Epoch 1554 | loss: 0.0311786 | val_loss: 0.0311866 | Time: 2949.42 ms
[2022-04-11 10:02:52 main:574] : INFO : Epoch 1555 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 2937.75 ms
[2022-04-11 10:02:55 main:574] : INFO : Epoch 1556 | loss: 0.0311771 | val_loss: 0.0311917 | Time: 2973.59 ms
[2022-04-11 10:02:58 main:574] : INFO : Epoch 1557 | loss: 0.0311796 | val_loss: 0.0311814 | Time: 3044.95 ms
[2022-04-11 10:03:01 main:574] : INFO : Epoch 1558 | loss: 0.0311772 | val_loss: 0.0311837 | Time: 3048.44 ms
[2022-04-11 10:03:04 main:574] : INFO : Epoch 1559 | loss: 0.0311779 | val_loss: 0.0311892 | Time: 2978.62 ms
[2022-04-11 10:03:07 main:574] : INFO : Epoch 1560 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 2962.18 ms
[2022-04-11 10:03:10 main:574] : INFO : Epoch 1561 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 2972.64 ms
[2022-04-11 10:03:13 main:574] : INFO : Epoch 1562 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 2968.24 ms
[2022-04-11 10:03:16 main:574] : INFO : Epoch 1563 | loss: 0.031175 | val_loss: 0.0311801 | Time: 3004.94 ms
[2022-04-11 10:03:19 main:574] : INFO : Epoch 1564 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2972.16 ms
[2022-04-11 10:03:22 main:574] : INFO : Epoch 1565 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 3084.09 ms
[2022-04-11 10:03:25 main:574] : INFO : Epoch 1566 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 2979.25 ms
[2022-04-11 10:03:28 main:574] : INFO : Epoch 1567 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 3019.52 ms
[2022-04-11 10:03:31 main:574] : INFO : Epoch 1568 | loss: 0.0311768 | val_loss: 0.0311847 | Time: 2969.72 ms
[2022-04-11 10:03:34 main:574] : INFO : Epoch 1569 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 2933.2 ms
[2022-04-11 10:03:37 main:574] : INFO : Epoch 1570 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 2967.6 ms
[2022-04-11 10:03:40 main:574] : INFO : Epoch 1571 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 3117.15 ms
[2022-04-11 10:03:43 main:574] : INFO : Epoch 1572 | loss: 0.0311781 | val_loss: 0.0311815 | Time: 3036.36 ms
[2022-04-11 10:03:46 main:574] : INFO : Epoch 1573 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 2970.4 ms
[2022-04-11 10:03:49 main:574] : INFO : Epoch 1574 | loss: 0.031174 | val_loss: 0.0311816 | Time: 3053.83 ms
[2022-04-11 10:03:52 main:574] : INFO : Epoch 1575 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 3003.02 ms
[2022-04-11 10:03:55 main:574] : INFO : Epoch 1576 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 2952.01 ms
[2022-04-11 10:03:58 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 3045.25 ms
[2022-04-11 10:04:01 main:574] : INFO : Epoch 1578 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2977.59 ms
[2022-04-11 10:04:04 main:574] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 3026.46 ms
[2022-04-11 10:04:07 main:574] : INFO : Epoch 1580 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 3053.29 ms
[2022-04-11 10:04:10 main:574] : INFO : Epoch 1581 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 2985.29 ms
[2022-04-11 10:04:13 main:574] : INFO : Epoch 1582 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 2936.5 ms
[2022-04-11 10:04:16 main:574] : INFO : Epoch 1583 | loss: 0.031174 | val_loss: 0.0311824 | Time: 3036.12 ms
[2022-04-11 10:04:19 main:574] : INFO : Epoch 1584 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 2972.97 ms
[2022-04-11 10:04:22 main:574] : INFO : Epoch 1585 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 3050.65 ms
[2022-04-11 10:04:25 main:574] : INFO : Epoch 1586 | loss: 0.031173 | val_loss: 0.0311794 | Time: 3002.18 ms
[2022-04-11 10:04:28 main:574] : INFO : Epoch 1587 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 2931.35 ms
[2022-04-11 10:04:31 main:574] : INFO : Epoch 1588 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 3031.5 ms
[2022-04-11 10:04:34 main:574] : INFO : Epoch 1589 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 3038.38 ms
[2022-04-11 10:04:37 main:574] : INFO : Epoch 1590 | loss: 0.0311731 | val_loss: 0.0311816 | Time: 2965.17 ms
[2022-04-11 10:04:40 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.03118 | Time: 3045.65 ms
[2022-04-11 10:04:44 main:574] : INFO : Epoch 1592 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 3074.43 ms
[2022-04-11 10:04:46 main:574] : INFO : Epoch 1593 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2976.17 ms
[2022-04-11 10:04:49 main:574] : INFO : Epoch 1594 | loss: 0.0311724 | val_loss: 0.031181 | Time: 2948.9 ms
[2022-04-11 10:04:53 main:574] : INFO : Epoch 1595 | loss: 0.0311719 | val_loss: 0.031184 | Time: 3079.12 ms
[2022-04-11 10:04:56 main:574] : INFO : Epoch 1596 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 2970.85 ms
[2022-04-11 10:04:59 main:574] : INFO : Epoch 1597 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 3010.64 ms
[2022-04-11 10:05:02 main:574] : INFO : Epoch 1598 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 2982.74 ms
[2022-04-11 10:05:05 main:574] : INFO : Epoch 1599 | loss: 0.031174 | val_loss: 0.0311801 | Time: 3099.66 ms
[2022-04-11 10:05:08 main:574] : INFO : Epoch 1600 | loss: 0.0311742 | val_loss: 0.0311855 | Time: 3000.36 ms
[2022-04-11 10:05:11 main:574] : INFO : Epoch 1601 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 2971.46 ms
[2022-04-11 10:05:14 main:574] : INFO : Epoch 1602 | loss: 0.0311732 | val_loss: 0.031182 | Time: 2974.84 ms
[2022-04-11 10:05:17 main:574] : INFO : Epoch 1603 | loss: 0.031182 | val_loss: 0.031196 | Time: 2994.13 ms
[2022-04-11 10:05:19 main:574] : INFO : Epoch 1604 | loss: 0.071542 | val_loss: 0.0363908 | Time: 2929.78 ms
[2022-04-11 10:05:23 main:574] : INFO : Epoch 1605 | loss: 0.126446 | val_loss: 0.0830111 | Time: 3015.99 ms
[2022-04-11 10:05:25 main:574] : INFO : Epoch 1606 | loss: 0.0463149 | val_loss: 0.0342157 | Time: 2985.77 ms
[2022-04-11 10:05:29 main:574] : INFO : Epoch 1607 | loss: 0.0328256 | val_loss: 0.0318559 | Time: 3024.64 ms
[2022-04-11 10:05:32 main:574] : INFO : Epoch 1608 | loss: 0.0315822 | val_loss: 0.0313707 | Time: 2975.1 ms
[2022-04-11 10:05:35 main:574] : INFO : Epoch 1609 | loss: 0.0313178 | val_loss: 0.0313024 | Time: 3061.89 ms
[2022-04-11 10:05:38 main:574] : INFO : Epoch 1610 | loss: 0.031275 | val_loss: 0.0312678 | Time: 3026.9 ms
[2022-04-11 10:05:41 main:574] : INFO : Epoch 1611 | loss: 0.0312646 | val_loss: 0.0312663 | Time: 3020.43 ms
[2022-04-11 10:05:44 main:574] : INFO : Epoch 1612 | loss: 0.0312622 | val_loss: 0.0312644 | Time: 3003.54 ms
[2022-04-11 10:05:47 main:574] : INFO : Epoch 1613 | loss: 0.0312609 | val_loss: 0.0312635 | Time: 3067.18 ms
[2022-04-11 10:05:50 main:574] : INFO : Epoch 1614 | loss: 0.0312601 | val_loss: 0.0312628 | Time: 3015.67 ms
[2022-04-11 10:05:53 main:574] : INFO : Epoch 1615 | loss: 0.0312596 | val_loss: 0.0312622 | Time: 3031.36 ms
[2022-04-11 10:05:56 main:574] : INFO : Epoch 1616 | loss: 0.031259 | val_loss: 0.0312616 | Time: 3011.62 ms
[2022-04-11 10:05:59 main:574] : INFO : Epoch 1617 | loss: 0.0312584 | val_loss: 0.0312611 | Time: 3078.61 ms
[2022-04-11 10:06:02 main:574] : INFO : Epoch 1618 | loss: 0.031258 | val_loss: 0.0312606 | Time: 2978.36 ms
[2022-04-11 10:06:05 main:574] : INFO : Epoch 1619 | loss: 0.0312575 | val_loss: 0.03126 | Time: 3038.36 ms
[2022-04-11 10:06:08 main:574] : INFO : Epoch 1620 | loss: 0.0312572 | val_loss: 0.0312597 | Time: 3010.21 ms
[2022-04-11 10:06:11 main:574] : INFO : Epoch 1621 | loss: 0.0312569 | val_loss: 0.0312592 | Time: 3041.4 ms
[2022-04-11 10:06:14 main:574] : INFO : Epoch 1622 | loss: 0.0312563 | val_loss: 0.0312587 | Time: 2931.15 ms
[2022-04-11 10:06:17 main:574] : INFO : Epoch 1623 | loss: 0.0312559 | val_loss: 0.0312584 | Time: 2963.94 ms
[2022-04-11 10:06:20 main:574] : INFO : Epoch 1624 | loss: 0.0312554 | val_loss: 0.0312576 | Time: 3039.23 ms
[2022-04-11 10:06:23 main:574] : INFO : Epoch 1625 | loss: 0.0312546 | val_loss: 0.0312569 | Time: 2995.39 ms
[2022-04-11 10:06:26 main:574] : INFO : Epoch 1626 | loss: 0.0312536 | val_loss: 0.031256 | Time: 2932.33 ms
[2022-04-11 10:06:29 main:574] : INFO : Epoch 1627 | loss: 0.031253 | val_loss: 0.0312555 | Time: 3023.42 ms
[2022-04-11 10:06:32 main:574] : INFO : Epoch 1628 | loss: 0.0312525 | val_loss: 0.0312549 | Time: 3056.25 ms
[2022-04-11 10:06:35 main:574] : INFO : Epoch 1629 | loss: 0.0312519 | val_loss: 0.0312544 | Time: 2988.82 ms
[2022-04-11 10:06:38 main:574] : INFO : Epoch 1630 | loss: 0.0312514 | val_loss: 0.0312538 | Time: 3027.76 ms
[2022-04-11 10:06:41 main:574] : INFO : Epoch 1631 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 3017.67 ms
[2022-04-11 10:06:44 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 2938.34 ms
[2022-04-11 10:06:47 main:574] : INFO : Epoch 1633 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 2947.89 ms
[2022-04-11 10:06:50 main:574] : INFO : Epoch 1634 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 3028.77 ms
[2022-04-11 10:06:53 main:574] : INFO : Epoch 1635 | loss: 0.0312477 | val_loss: 0.031249 | Time: 2963.89 ms
[2022-04-11 10:06:56 main:574] : INFO : Epoch 1636 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 2967.39 ms
[2022-04-11 10:06:59 main:574] : INFO : Epoch 1637 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 2914.13 ms
[2022-04-11 10:07:02 main:574] : INFO : Epoch 1638 | loss: 0.0312441 | val_loss: 0.031245 | Time: 2970 ms
[2022-04-11 10:07:05 main:574] : INFO : Epoch 1639 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 3021.63 ms
[2022-04-11 10:07:08 main:574] : INFO : Epoch 1640 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 3042.98 ms
[2022-04-11 10:07:11 main:574] : INFO : Epoch 1641 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 3006.68 ms
[2022-04-11 10:07:14 main:574] : INFO : Epoch 1642 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 2977.94 ms
[2022-04-11 10:07:17 main:574] : INFO : Epoch 1643 | loss: 0.0312371 | val_loss: 0.0312373 | Time: 3030.76 ms
[2022-04-11 10:07:20 main:574] : INFO : Epoch 1644 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 3003.94 ms
[2022-04-11 10:07:23 main:574] : INFO : Epoch 1645 | loss: 0.0312349 | val_loss: 0.031235 | Time: 3023.58 ms
[2022-04-11 10:07:26 main:574] : INFO : Epoch 1646 | loss: 0.0312338 | val_loss: 0.031234 | Time: 2994.47 ms
[2022-04-11 10:07:29 main:574] : INFO : Epoch 1647 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 2979.2 ms
[2022-04-11 10:07:32 main:574] : INFO : Epoch 1648 | loss: 0.0312319 | val_loss: 0.031232 | Time: 3044.07 ms
[2022-04-11 10:07:35 main:574] : INFO : Epoch 1649 | loss: 0.0312308 | val_loss: 0.0312309 | Time: 3049.3 ms
[2022-04-11 10:07:38 main:574] : INFO : Epoch 1650 | loss: 0.0312297 | val_loss: 0.03123 | Time: 3017.85 ms
[2022-04-11 10:07:41 main:574] : INFO : Epoch 1651 | loss: 0.0312289 | val_loss: 0.0312295 | Time: 2964.76 ms
[2022-04-11 10:07:44 main:574] : INFO : Epoch 1652 | loss: 0.031228 | val_loss: 0.0312281 | Time: 2970.01 ms
[2022-04-11 10:07:47 main:574] : INFO : Epoch 1653 | loss: 0.0312271 | val_loss: 0.0312273 | Time: 3061.23 ms
[2022-04-11 10:07:50 main:574] : INFO : Epoch 1654 | loss: 0.0312263 | val_loss: 0.0312266 | Time: 3029.99 ms
[2022-04-11 10:07:53 main:574] : INFO : Epoch 1655 | loss: 0.0312256 | val_loss: 0.0312257 | Time: 2984.4 ms
[2022-04-11 10:07:56 main:574] : INFO : Epoch 1656 | loss: 0.0312248 | val_loss: 0.0312248 | Time: 3022.34 ms
[2022-04-11 10:07:59 main:574] : INFO : Epoch 1657 | loss: 0.031224 | val_loss: 0.0312239 | Time: 3085.24 ms
[2022-04-11 10:08:02 main:574] : INFO : Epoch 1658 | loss: 0.0312232 | val_loss: 0.0312227 | Time: 2942.17 ms
[2022-04-11 10:08:05 main:574] : INFO : Epoch 1659 | loss: 0.0312221 | val_loss: 0.0312213 | Time: 2971.66 ms
[2022-04-11 10:08:08 main:574] : INFO : Epoch 1660 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 2964.61 ms
[2022-04-11 10:08:11 main:574] : INFO : Epoch 1661 | loss: 0.0312191 | val_loss: 0.0312175 | Time: 3033.71 ms
[2022-04-11 10:08:14 main:574] : INFO : Epoch 1662 | loss: 0.0312168 | val_loss: 0.0312154 | Time: 3021.41 ms
[2022-04-11 10:08:17 main:574] : INFO : Epoch 1663 | loss: 0.0312152 | val_loss: 0.0312143 | Time: 2985.37 ms
[2022-04-11 10:08:20 main:574] : INFO : Epoch 1664 | loss: 0.0312139 | val_loss: 0.0312134 | Time: 2932.82 ms
[2022-04-11 10:08:23 main:574] : INFO : Epoch 1665 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 2954.27 ms
[2022-04-11 10:08:26 main:574] : INFO : Epoch 1666 | loss: 0.0312119 | val_loss: 0.0312118 | Time: 2972.61 ms
[2022-04-11 10:08:29 main:574] : INFO : Epoch 1667 | loss: 0.0312108 | val_loss: 0.0312108 | Time: 3020.92 ms
[2022-04-11 10:08:32 main:574] : INFO : Epoch 1668 | loss: 0.0312104 | val_loss: 0.0312102 | Time: 2951.03 ms
[2022-04-11 10:08:35 main:574] : INFO : Epoch 1669 | loss: 0.0312089 | val_loss: 0.0312093 | Time: 2944.94 ms
[2022-04-11 10:08:38 main:574] : INFO : Epoch 1670 | loss: 0.0312076 | val_loss: 0.0312085 | Time: 3031.66 ms
[2022-04-11 10:08:41 main:574] : INFO : Epoch 1671 | loss: 0.0312063 | val_loss: 0.0312078 | Time: 2989.89 ms
[2022-04-11 10:08:44 main:574] : INFO : Epoch 1672 | loss: 0.0312057 | val_loss: 0.0312062 | Time: 3085.83 ms
[2022-04-11 10:08:47 main:574] : INFO : Epoch 1673 | loss: 0.0312048 | val_loss: 0.0312062 | Time: 3040.95 ms
[2022-04-11 10:08:50 main:574] : INFO : Epoch 1674 | loss: 0.031204 | val_loss: 0.0312046 | Time: 3069.87 ms
[2022-04-11 10:08:53 main:574] : INFO : Epoch 1675 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 3041.99 ms
[2022-04-11 10:08:56 main:574] : INFO : Epoch 1676 | loss: 0.0312028 | val_loss: 0.0312031 | Time: 3015.1 ms
[2022-04-11 10:08:59 main:574] : INFO : Epoch 1677 | loss: 0.0312018 | val_loss: 0.0312027 | Time: 2965.5 ms
[2022-04-11 10:09:02 main:574] : INFO : Epoch 1678 | loss: 0.031201 | val_loss: 0.0312021 | Time: 3062.39 ms
[2022-04-11 10:09:05 main:574] : INFO : Epoch 1679 | loss: 0.0312 | val_loss: 0.0312008 | Time: 2911.95 ms
[2022-04-11 10:09:08 main:574] : INFO : Epoch 1680 | loss: 0.031199 | val_loss: 0.0311995 | Time: 2978.36 ms
[2022-04-11 10:09:11 main:574] : INFO : Epoch 1681 | loss: 0.0311975 | val_loss: 0.0311982 | Time: 2944.57 ms
[2022-04-11 10:09:14 main:574] : INFO : Epoch 1682 | loss: 0.0311965 | val_loss: 0.0311972 | Time: 2987.02 ms
[2022-04-11 10:09:17 main:574] : INFO : Epoch 1683 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 2949.1 ms
[2022-04-11 10:09:20 main:574] : INFO : Epoch 1684 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 2923.17 ms
[2022-04-11 10:09:23 main:574] : INFO : Epoch 1685 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 2987.39 ms
[2022-04-11 10:09:26 main:574] : INFO : Epoch 1686 | loss: 0.031194 | val_loss: 0.0311951 | Time: 3002.2 ms
[2022-04-11 10:09:29 main:574] : INFO : Epoch 1687 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 2955.36 ms
[2022-04-11 10:09:32 main:574] : INFO : Epoch 1688 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 2985.89 ms
[2022-04-11 10:09:35 main:574] : INFO : Epoch 1689 | loss: 0.0311932 | val_loss: 0.0311942 | Time: 3047.63 ms
[2022-04-11 10:09:38 main:574] : INFO : Epoch 1690 | loss: 0.0311929 | val_loss: 0.0311938 | Time: 2920.37 ms
[2022-04-11 10:09:41 main:574] : INFO : Epoch 1691 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 3080.1 ms
[2022-04-11 10:09:44 main:574] : INFO : Epoch 1692 | loss: 0.0311924 | val_loss: 0.0311931 | Time: 2978.02 ms
[2022-04-11 10:09:47 main:574] : INFO : Epoch 1693 | loss: 0.031192 | val_loss: 0.0311933 | Time: 3060.56 ms
[2022-04-11 10:09:50 main:574] : INFO : Epoch 1694 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 3006.26 ms
[2022-04-11 10:09:53 main:574] : INFO : Epoch 1695 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 2971.93 ms
[2022-04-11 10:09:56 main:574] : INFO : Epoch 1696 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 2973.3 ms
[2022-04-11 10:09:59 main:574] : INFO : Epoch 1697 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 3053.1 ms
[2022-04-11 10:10:02 main:574] : INFO : Epoch 1698 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 3061.21 ms
[2022-04-11 10:10:05 main:574] : INFO : Epoch 1699 | loss: 0.0311899 | val_loss: 0.0311918 | Time: 2985.36 ms
[2022-04-11 10:10:08 main:574] : INFO : Epoch 1700 | loss: 0.0311891 | val_loss: 0.0311904 | Time: 2996.45 ms
[2022-04-11 10:10:11 main:574] : INFO : Epoch 1701 | loss: 0.0311882 | val_loss: 0.03119 | Time: 3011.81 ms
[2022-04-11 10:10:14 main:574] : INFO : Epoch 1702 | loss: 0.0311877 | val_loss: 0.0311898 | Time: 3009.6 ms
[2022-04-11 10:10:17 main:574] : INFO : Epoch 1703 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 3006.7 ms
[2022-04-11 10:10:20 main:574] : INFO : Epoch 1704 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 3029.35 ms
[2022-04-11 10:10:23 main:574] : INFO : Epoch 1705 | loss: 0.0311869 | val_loss: 0.0311888 | Time: 2980.75 ms
[2022-04-11 10:10:26 main:574] : INFO : Epoch 1706 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 3129.56 ms
[2022-04-11 10:10:29 main:574] : INFO : Epoch 1707 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 2987.49 ms
[2022-04-11 10:10:32 main:574] : INFO : Epoch 1708 | loss: 0.0311868 | val_loss: 0.0311877 | Time: 3020.69 ms
[2022-04-11 10:10:35 main:574] : INFO : Epoch 1709 | loss: 0.0311871 | val_loss: 0.0311882 | Time: 2897.6 ms
[2022-04-11 10:10:38 main:574] : INFO : Epoch 1710 | loss: 0.0311879 | val_loss: 0.0311884 | Time: 2980.13 ms
[2022-04-11 10:10:41 main:574] : INFO : Epoch 1711 | loss: 0.0311875 | val_loss: 0.031189 | Time: 3011.46 ms
[2022-04-11 10:10:44 main:574] : INFO : Epoch 1712 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 3069.71 ms
[2022-04-11 10:10:47 main:574] : INFO : Epoch 1713 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 2981.52 ms
[2022-04-11 10:10:50 main:574] : INFO : Epoch 1714 | loss: 0.0311864 | val_loss: 0.031188 | Time: 3012.53 ms
[2022-04-11 10:10:53 main:574] : INFO : Epoch 1715 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 2968.46 ms
[2022-04-11 10:10:56 main:574] : INFO : Epoch 1716 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 2959.17 ms
[2022-04-11 10:10:59 main:574] : INFO : Epoch 1717 | loss: 0.0311872 | val_loss: 0.0311898 | Time: 2900.59 ms
[2022-04-11 10:11:02 main:574] : INFO : Epoch 1718 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 2987.38 ms
[2022-04-11 10:11:05 main:574] : INFO : Epoch 1719 | loss: 0.031186 | val_loss: 0.0311887 | Time: 3019.51 ms
[2022-04-11 10:11:08 main:574] : INFO : Epoch 1720 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 2977.27 ms
[2022-04-11 10:11:11 main:574] : INFO : Epoch 1721 | loss: 0.0311854 | val_loss: 0.0311891 | Time: 3033.38 ms
[2022-04-11 10:11:14 main:574] : INFO : Epoch 1722 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 3061.69 ms
[2022-04-11 10:11:17 main:574] : INFO : Epoch 1723 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 3014.73 ms
[2022-04-11 10:11:20 main:574] : INFO : Epoch 1724 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 2987.05 ms
[2022-04-11 10:11:23 main:574] : INFO : Epoch 1725 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 3058.84 ms
[2022-04-11 10:11:26 main:574] : INFO : Epoch 1726 | loss: 0.031184 | val_loss: 0.0311873 | Time: 3150.2 ms
[2022-04-11 10:11:29 main:574] : INFO : Epoch 1727 | loss: 0.0311838 | val_loss: 0.0311874 | Time: 3017.56 ms
[2022-04-11 10:11:32 main:574] : INFO : Epoch 1728 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 3018.14 ms
[2022-04-11 10:11:35 main:574] : INFO : Epoch 1729 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 3003.94 ms
[2022-04-11 10:11:38 main:574] : INFO : Epoch 1730 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 3003.02 ms
[2022-04-11 10:11:41 main:574] : INFO : Epoch 1731 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 3022.85 ms
[2022-04-11 10:11:44 main:574] : INFO : Epoch 1732 | loss: 0.031184 | val_loss: 0.0311879 | Time: 2996.65 ms
[2022-04-11 10:11:47 main:574] : INFO : Epoch 1733 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 2956.16 ms
[2022-04-11 10:11:50 main:574] : INFO : Epoch 1734 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 3024.93 ms
[2022-04-11 10:11:53 main:574] : INFO : Epoch 1735 | loss: 0.0311837 | val_loss: 0.0311864 | Time: 3015.08 ms
[2022-04-11 10:11:56 main:574] : INFO : Epoch 1736 | loss: 0.0311831 | val_loss: 0.0311867 | Time: 2993.48 ms
[2022-04-11 10:11:59 main:574] : INFO : Epoch 1737 | loss: 0.0311835 | val_loss: 0.0311871 | Time: 3095.65 ms
[2022-04-11 10:12:02 main:574] : INFO : Epoch 1738 | loss: 0.0311835 | val_loss: 0.031186 | Time: 3051.34 ms
[2022-04-11 10:12:05 main:574] : INFO : Epoch 1739 | loss: 0.031183 | val_loss: 0.0311856 | Time: 2989.06 ms
[2022-04-11 10:12:08 main:574] : INFO : Epoch 1740 | loss: 0.031183 | val_loss: 0.0311885 | Time: 2922.47 ms
[2022-04-11 10:12:11 main:574] : INFO : Epoch 1741 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 2965.62 ms
[2022-04-11 10:12:14 main:574] : INFO : Epoch 1742 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 2970.47 ms
[2022-04-11 10:12:17 main:574] : INFO : Epoch 1743 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 2970.77 ms
[2022-04-11 10:12:20 main:574] : INFO : Epoch 1744 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 2994.92 ms
[2022-04-11 10:12:23 main:574] : INFO : Epoch 1745 | loss: 0.031182 | val_loss: 0.0311862 | Time: 3069.9 ms
[2022-04-11 10:12:26 main:574] : INFO : Epoch 1746 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 3044.16 ms
[2022-04-11 10:12:30 main:574] : INFO : Epoch 1747 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 3109.44 ms
[2022-04-11 10:12:33 main:574] : INFO : Epoch 1748 | loss: 0.0311815 | val_loss: 0.0311862 | Time: 3073.59 ms
[2022-04-11 10:12:36 main:574] : INFO : Epoch 1749 | loss: 0.031182 | val_loss: 0.0311855 | Time: 3056.15 ms
[2022-04-11 10:12:39 main:574] : INFO : Epoch 1750 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 3017.94 ms
[2022-04-11 10:12:42 main:574] : INFO : Epoch 1751 | loss: 0.0311812 | val_loss: 0.031185 | Time: 2976.55 ms
[2022-04-11 10:12:45 main:574] : INFO : Epoch 1752 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2977.58 ms
[2022-04-11 10:12:48 main:574] : INFO : Epoch 1753 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 2989.78 ms
[2022-04-11 10:12:51 main:574] : INFO : Epoch 1754 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 3024.02 ms
[2022-04-11 10:12:54 main:574] : INFO : Epoch 1755 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 2982.08 ms
[2022-04-11 10:12:57 main:574] : INFO : Epoch 1756 | loss: 0.0311807 | val_loss: 0.0311848 | Time: 2958.31 ms
[2022-04-11 10:13:00 main:574] : INFO : Epoch 1757 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 3024.31 ms
[2022-04-11 10:13:03 main:574] : INFO : Epoch 1758 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 3005.26 ms
[2022-04-11 10:13:06 main:574] : INFO : Epoch 1759 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 3013.75 ms
[2022-04-11 10:13:09 main:574] : INFO : Epoch 1760 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 3034.98 ms
[2022-04-11 10:13:12 main:574] : INFO : Epoch 1761 | loss: 0.0311801 | val_loss: 0.0311859 | Time: 2993.9 ms
[2022-04-11 10:13:15 main:574] : INFO : Epoch 1762 | loss: 0.0311804 | val_loss: 0.0311868 | Time: 2995.14 ms
[2022-04-11 10:13:18 main:574] : INFO : Epoch 1763 | loss: 0.0311802 | val_loss: 0.0311844 | Time: 2981.29 ms
[2022-04-11 10:13:21 main:574] : INFO : Epoch 1764 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 3004.24 ms
[2022-04-11 10:13:24 main:574] : INFO : Epoch 1765 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 3008.09 ms
[2022-04-11 10:13:27 main:574] : INFO : Epoch 1766 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 3077.62 ms
[2022-04-11 10:13:30 main:574] : INFO : Epoch 1767 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 2951.22 ms
[2022-04-11 10:13:33 main:574] : INFO : Epoch 1768 | loss: 0.03118 | val_loss: 0.0311842 | Time: 2996.79 ms
[2022-04-11 10:13:36 main:574] : INFO : Epoch 1769 | loss: 0.03118 | val_loss: 0.0311838 | Time: 2947.04 ms
[2022-04-11 10:13:39 main:574] : INFO : Epoch 1770 | loss: 0.0311799 | val_loss: 0.0311839 | Time: 2936.11 ms
[2022-04-11 10:13:42 main:574] : INFO : Epoch 1771 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 2961.49 ms
[2022-04-11 10:13:45 main:574] : INFO : Epoch 1772 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 3001.4 ms
[2022-04-11 10:13:48 main:574] : INFO : Epoch 1773 | loss: 0.0311789 | val_loss: 0.031183 | Time: 2956.77 ms
[2022-04-11 10:13:51 main:574] : INFO : Epoch 1774 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 2979.64 ms
[2022-04-11 10:13:54 main:574] : INFO : Epoch 1775 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 2978.42 ms
[2022-04-11 10:13:56 main:574] : INFO : Epoch 1776 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 2944.84 ms
[2022-04-11 10:13:59 main:574] : INFO : Epoch 1777 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 2957.91 ms
[2022-04-11 10:14:02 main:574] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 2981.79 ms
[2022-04-11 10:14:05 main:574] : INFO : Epoch 1779 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 3005.72 ms
[2022-04-11 10:14:08 main:574] : INFO : Epoch 1780 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 3053.51 ms
[2022-04-11 10:14:11 main:574] : INFO : Epoch 1781 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 2931.52 ms
[2022-04-11 10:14:14 main:574] : INFO : Epoch 1782 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 2942.2 ms
[2022-04-11 10:14:17 main:574] : INFO : Epoch 1783 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 3051.15 ms
[2022-04-11 10:14:20 main:574] : INFO : Epoch 1784 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 3027.62 ms
[2022-04-11 10:14:23 main:574] : INFO : Epoch 1785 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 2957.58 ms
[2022-04-11 10:14:26 main:574] : INFO : Epoch 1786 | loss: 0.031181 | val_loss: 0.0311852 | Time: 3004.61 ms
[2022-04-11 10:14:29 main:574] : INFO : Epoch 1787 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 3042.17 ms
[2022-04-11 10:14:32 main:574] : INFO : Epoch 1788 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 3024.13 ms
[2022-04-11 10:14:35 main:574] : INFO : Epoch 1789 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 3014.26 ms
[2022-04-11 10:14:39 main:574] : INFO : Epoch 1790 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 3025.51 ms
[2022-04-11 10:14:41 main:574] : INFO : Epoch 1791 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 2964.9 ms
[2022-04-11 10:14:45 main:574] : INFO : Epoch 1792 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 3056.2 ms
[2022-04-11 10:14:48 main:574] : INFO : Epoch 1793 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 2962.48 ms
[2022-04-11 10:14:50 main:574] : INFO : Epoch 1794 | loss: 0.0311789 | val_loss: 0.0311833 | Time: 2979.5 ms
[2022-04-11 10:14:53 main:574] : INFO : Epoch 1795 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 3008.39 ms
[2022-04-11 10:14:57 main:574] : INFO : Epoch 1796 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 3020.43 ms
[2022-04-11 10:15:00 main:574] : INFO : Epoch 1797 | loss: 0.0311772 | val_loss: 0.0311832 | Time: 3026.73 ms
[2022-04-11 10:15:03 main:574] : INFO : Epoch 1798 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 3057.25 ms
[2022-04-11 10:15:06 main:574] : INFO : Epoch 1799 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 2966.5 ms
[2022-04-11 10:15:09 main:574] : INFO : Epoch 1800 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 3058.45 ms
[2022-04-11 10:15:12 main:574] : INFO : Epoch 1801 | loss: 0.0311776 | val_loss: 0.0311826 | Time: 2970.15 ms
[2022-04-11 10:15:15 main:574] : INFO : Epoch 1802 | loss: 0.031177 | val_loss: 0.031182 | Time: 2914.75 ms
[2022-04-11 10:15:17 main:574] : INFO : Epoch 1803 | loss: 0.031177 | val_loss: 0.0311824 | Time: 2928.38 ms
[2022-04-11 10:15:20 main:574] : INFO : Epoch 1804 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 2970.83 ms
[2022-04-11 10:15:23 main:574] : INFO : Epoch 1805 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 2986.73 ms
[2022-04-11 10:15:26 main:574] : INFO : Epoch 1806 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 3010.35 ms
[2022-04-11 10:15:29 main:574] : INFO : Epoch 1807 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 3014.36 ms
[2022-04-11 10:15:32 main:574] : INFO : Epoch 1808 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 2998.45 ms
[2022-04-11 10:15:35 main:574] : INFO : Epoch 1809 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 2941.94 ms
[2022-04-11 10:15:38 main:574] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 2933.01 ms
[2022-04-11 10:15:41 main:574] : INFO : Epoch 1811 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 2939.26 ms
[2022-04-11 10:15:44 main:574] : INFO : Epoch 1812 | loss: 0.0311767 | val_loss: 0.0311827 | Time: 2985.25 ms
[2022-04-11 10:15:47 main:574] : INFO : Epoch 1813 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 3054.97 ms
[2022-04-11 10:15:50 main:574] : INFO : Epoch 1814 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 3044.21 ms
[2022-04-11 10:15:53 main:574] : INFO : Epoch 1815 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 3038.38 ms
[2022-04-11 10:15:56 main:574] : INFO : Epoch 1816 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 3060.6 ms
[2022-04-11 10:16:00 main:574] : INFO : Epoch 1817 | loss: 0.0311775 | val_loss: 0.031184 | Time: 3033.57 ms
[2022-04-11 10:16:03 main:574] : INFO : Epoch 1818 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 2994.44 ms
[2022-04-11 10:16:05 main:574] : INFO : Epoch 1819 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2914.43 ms
[2022-04-11 10:16:08 main:574] : INFO : Epoch 1820 | loss: 0.0311759 | val_loss: 0.031181 | Time: 2955.92 ms
[2022-04-11 10:16:11 main:574] : INFO : Epoch 1821 | loss: 0.0311769 | val_loss: 0.031183 | Time: 2979.9 ms
[2022-04-11 10:16:14 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 3069.82 ms
[2022-04-11 10:16:17 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 3047.97 ms
[2022-04-11 10:16:21 main:574] : INFO : Epoch 1824 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 3043.43 ms
[2022-04-11 10:16:24 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2998.59 ms
[2022-04-11 10:16:27 main:574] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 3035.06 ms
[2022-04-11 10:16:30 main:574] : INFO : Epoch 1827 | loss: 0.0311751 | val_loss: 0.031181 | Time: 2971.88 ms
[2022-04-11 10:16:33 main:574] : INFO : Epoch 1828 | loss: 0.031175 | val_loss: 0.03118 | Time: 3002.74 ms
[2022-04-11 10:16:36 main:574] : INFO : Epoch 1829 | loss: 0.0311764 | val_loss: 0.031184 | Time: 3038.46 ms
[2022-04-11 10:16:39 main:574] : INFO : Epoch 1830 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 3076.04 ms
[2022-04-11 10:16:42 main:574] : INFO : Epoch 1831 | loss: 0.0311744 | val_loss: 0.0311797 | Time: 3030.56 ms
[2022-04-11 10:16:45 main:574] : INFO : Epoch 1832 | loss: 0.031174 | val_loss: 0.0311803 | Time: 2961.71 ms
[2022-04-11 10:16:48 main:574] : INFO : Epoch 1833 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 2965.41 ms
[2022-04-11 10:16:51 main:574] : INFO : Epoch 1834 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 2984.74 ms
[2022-04-11 10:16:54 main:574] : INFO : Epoch 1835 | loss: 0.031174 | val_loss: 0.0311806 | Time: 2969.84 ms
[2022-04-11 10:16:57 main:574] : INFO : Epoch 1836 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 3018.92 ms
[2022-04-11 10:17:00 main:574] : INFO : Epoch 1837 | loss: 0.0311764 | val_loss: 0.0311832 | Time: 2925.34 ms
[2022-04-11 10:17:03 main:574] : INFO : Epoch 1838 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 2971.87 ms
[2022-04-11 10:17:06 main:574] : INFO : Epoch 1839 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2995.98 ms
[2022-04-11 10:17:08 main:574] : INFO : Epoch 1840 | loss: 0.031176 | val_loss: 0.0311814 | Time: 2915.54 ms
[2022-04-11 10:17:11 main:574] : INFO : Epoch 1841 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 3002.38 ms
[2022-04-11 10:17:14 main:574] : INFO : Epoch 1842 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2972.65 ms
[2022-04-11 10:17:17 main:574] : INFO : Epoch 1843 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 2945.22 ms
[2022-04-11 10:17:21 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 3129.17 ms
[2022-04-11 10:17:23 main:574] : INFO : Epoch 1845 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 2927.78 ms
[2022-04-11 10:17:26 main:574] : INFO : Epoch 1846 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2993.3 ms
[2022-04-11 10:17:29 main:574] : INFO : Epoch 1847 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 2985.14 ms
[2022-04-11 10:17:32 main:574] : INFO : Epoch 1848 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 2935.97 ms
[2022-04-11 10:17:35 main:574] : INFO : Epoch 1849 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 2961.46 ms
[2022-04-11 10:17:38 main:574] : INFO : Epoch 1850 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 3033.26 ms
[2022-04-11 10:17:41 main:574] : INFO : Epoch 1851 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 2925.18 ms
[2022-04-11 10:17:44 main:574] : INFO : Epoch 1852 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 2987.28 ms
[2022-04-11 10:17:47 main:574] : INFO : Epoch 1853 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 2999.34 ms
[2022-04-11 10:17:50 main:574] : INFO : Epoch 1854 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 2940.62 ms
[2022-04-11 10:17:53 main:574] : INFO : Epoch 1855 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 3041.38 ms
[2022-04-11 10:17:56 main:574] : INFO : Epoch 1856 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2971.82 ms
[2022-04-11 10:17:59 main:574] : INFO : Epoch 1857 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 2981.34 ms
[2022-04-11 10:18:02 main:574] : INFO : Epoch 1858 | loss: 0.031175 | val_loss: 0.0311801 | Time: 2921.37 ms
[2022-04-11 10:18:05 main:574] : INFO : Epoch 1859 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 2973.05 ms
[2022-04-11 10:18:08 main:574] : INFO : Epoch 1860 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 3044.69 ms
[2022-04-11 10:18:11 main:574] : INFO : Epoch 1861 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 3014.84 ms
[2022-04-11 10:18:14 main:574] : INFO : Epoch 1862 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2954.97 ms
[2022-04-11 10:18:17 main:574] : INFO : Epoch 1863 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 2953.06 ms
[2022-04-11 10:18:20 main:574] : INFO : Epoch 1864 | loss: 0.0311765 | val_loss: 0.0311805 | Time: 2920.97 ms
[2022-04-11 10:18:23 main:574] : INFO : Epoch 1865 | loss: 0.031175 | val_loss: 0.0311796 | Time: 3021.9 ms
[2022-04-11 10:18:26 main:574] : INFO : Epoch 1866 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2958.31 ms
[2022-04-11 10:18:29 main:574] : INFO : Epoch 1867 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2973.12 ms
[2022-04-11 10:18:32 main:574] : INFO : Epoch 1868 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 3037.32 ms
[2022-04-11 10:18:35 main:574] : INFO : Epoch 1869 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 2944.72 ms
[2022-04-11 10:18:38 main:574] : INFO : Epoch 1870 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 2942.88 ms
[2022-04-11 10:18:41 main:574] : INFO : Epoch 1871 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 2916.57 ms
[2022-04-11 10:18:44 main:574] : INFO : Epoch 1872 | loss: 0.0311737 | val_loss: 0.031179 | Time: 2936.08 ms
[2022-04-11 10:18:47 main:574] : INFO : Epoch 1873 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 2985.95 ms
[2022-04-11 10:18:50 main:574] : INFO : Epoch 1874 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 3003.19 ms
[2022-04-11 10:18:53 main:574] : INFO : Epoch 1875 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 2980.48 ms
[2022-04-11 10:18:56 main:574] : INFO : Epoch 1876 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 2986.66 ms
[2022-04-11 10:18:59 main:574] : INFO : Epoch 1877 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2945.91 ms
[2022-04-11 10:19:02 main:574] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 3081.33 ms
[2022-04-11 10:19:05 main:574] : INFO : Epoch 1879 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 3003.15 ms
[2022-04-11 10:19:08 main:574] : INFO : Epoch 1880 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 3100.9 ms
[2022-04-11 10:19:11 main:574] : INFO : Epoch 1881 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 2957.67 ms
[2022-04-11 10:19:14 main:574] : INFO : Epoch 1882 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 3001.54 ms
[2022-04-11 10:19:17 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 2959.31 ms
[2022-04-11 10:19:20 main:574] : INFO : Epoch 1884 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 2923.13 ms
[2022-04-11 10:19:23 main:574] : INFO : Epoch 1885 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 3017.02 ms
[2022-04-11 10:19:26 main:574] : INFO : Epoch 1886 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 3040.38 ms
[2022-04-11 10:19:29 main:574] : INFO : Epoch 1887 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 2990.21 ms
[2022-04-11 10:19:32 main:574] : INFO : Epoch 1888 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 2986.16 ms
[2022-04-11 10:19:35 main:574] : INFO : Epoch 1889 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 2968.12 ms
[2022-04-11 10:19:38 main:574] : INFO : Epoch 1890 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 2926.75 ms
[2022-04-11 10:19:41 main:574] : INFO : Epoch 1891 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 2916.4 ms
[2022-04-11 10:19:44 main:574] : INFO : Epoch 1892 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 2982.9 ms
[2022-04-11 10:19:47 main:574] : INFO : Epoch 1893 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 2960.49 ms
[2022-04-11 10:19:50 main:574] : INFO : Epoch 1894 | loss: 0.0311718 | val_loss: 0.031178 | Time: 2997.92 ms
[2022-04-11 10:19:53 main:574] : INFO : Epoch 1895 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 2969.84 ms
[2022-04-11 10:19:56 main:574] : INFO : Epoch 1896 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2968.02 ms
[2022-04-11 10:19:59 main:574] : INFO : Epoch 1897 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 3033.61 ms
[2022-04-11 10:20:02 main:574] : INFO : Epoch 1898 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 2972.39 ms
[2022-04-11 10:20:05 main:574] : INFO : Epoch 1899 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 3004.96 ms
[2022-04-11 10:20:07 main:574] : INFO : Epoch 1900 | loss: 0.0311706 | val_loss: 0.031179 | Time: 2963.71 ms
[2022-04-11 10:20:10 main:574] : INFO : Epoch 1901 | loss: 0.0311708 | val_loss: 0.031177 | Time: 2892.59 ms
[2022-04-11 10:20:13 main:574] : INFO : Epoch 1902 | loss: 0.031172 | val_loss: 0.0311783 | Time: 3066.6 ms
[2022-04-11 10:20:16 main:574] : INFO : Epoch 1903 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 2996.91 ms
[2022-04-11 10:20:20 main:574] : INFO : Epoch 1904 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 3087.01 ms
[2022-04-11 10:20:23 main:574] : INFO : Epoch 1905 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2970.69 ms
[2022-04-11 10:20:26 main:574] : INFO : Epoch 1906 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2981.54 ms
[2022-04-11 10:20:29 main:574] : INFO : Epoch 1907 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 3039.81 ms
[2022-04-11 10:20:32 main:574] : INFO : Epoch 1908 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 3049.94 ms
[2022-04-11 10:20:35 main:574] : INFO : Epoch 1909 | loss: 0.031172 | val_loss: 0.0311765 | Time: 2961.42 ms
[2022-04-11 10:20:38 main:574] : INFO : Epoch 1910 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 3122.04 ms
[2022-04-11 10:20:41 main:574] : INFO : Epoch 1911 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 3042.95 ms
[2022-04-11 10:20:44 main:574] : INFO : Epoch 1912 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 2940.97 ms
[2022-04-11 10:20:47 main:574] : INFO : Epoch 1913 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 2965.85 ms
[2022-04-11 10:20:50 main:574] : INFO : Epoch 1914 | loss: 0.031173 | val_loss: 0.0311779 | Time: 2919.29 ms
[2022-04-11 10:20:53 main:574] : INFO : Epoch 1915 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 3037.87 ms
[2022-04-11 10:20:56 main:574] : INFO : Epoch 1916 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 3102.8 ms
[2022-04-11 10:20:59 main:574] : INFO : Epoch 1917 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 3141.53 ms
[2022-04-11 10:21:02 main:574] : INFO : Epoch 1918 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 2993.35 ms
[2022-04-11 10:21:05 main:574] : INFO : Epoch 1919 | loss: 0.0311714 | val_loss: 0.031178 | Time: 2958.7 ms
[2022-04-11 10:21:08 main:574] : INFO : Epoch 1920 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 3009.6 ms
[2022-04-11 10:21:11 main:574] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2991.45 ms
[2022-04-11 10:21:14 main:574] : INFO : Epoch 1922 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 3048.64 ms
[2022-04-11 10:21:17 main:574] : INFO : Epoch 1923 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 2931.57 ms
[2022-04-11 10:21:20 main:574] : INFO : Epoch 1924 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 2978.37 ms
[2022-04-11 10:21:23 main:574] : INFO : Epoch 1925 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 2956.75 ms
[2022-04-11 10:21:26 main:574] : INFO : Epoch 1926 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2980.46 ms
[2022-04-11 10:21:29 main:574] : INFO : Epoch 1927 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 2937.43 ms
[2022-04-11 10:21:32 main:574] : INFO : Epoch 1928 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 3034.04 ms
[2022-04-11 10:21:35 main:574] : INFO : Epoch 1929 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 3045.32 ms
[2022-04-11 10:21:38 main:574] : INFO : Epoch 1930 | loss: 0.031171 | val_loss: 0.0311757 | Time: 3022.97 ms
[2022-04-11 10:21:41 main:574] : INFO : Epoch 1931 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 2971.41 ms
[2022-04-11 10:21:44 main:574] : INFO : Epoch 1932 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 3071.37 ms
[2022-04-11 10:21:47 main:574] : INFO : Epoch 1933 | loss: 0.0311717 | val_loss: 0.0311771 | Time: 2977.35 ms
[2022-04-11 10:21:50 main:574] : INFO : Epoch 1934 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 3008.01 ms
[2022-04-11 10:21:53 main:574] : INFO : Epoch 1935 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 2971.25 ms
[2022-04-11 10:21:56 main:574] : INFO : Epoch 1936 | loss: 0.0311699 | val_loss: 0.031175 | Time: 2903.94 ms
[2022-04-11 10:21:59 main:574] : INFO : Epoch 1937 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 3040.9 ms
[2022-04-11 10:22:02 main:574] : INFO : Epoch 1938 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 3025.63 ms
[2022-04-11 10:22:05 main:574] : INFO : Epoch 1939 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 2992.9 ms
[2022-04-11 10:22:08 main:574] : INFO : Epoch 1940 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 3020.01 ms
[2022-04-11 10:22:11 main:574] : INFO : Epoch 1941 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 3046.48 ms
[2022-04-11 10:22:14 main:574] : INFO : Epoch 1942 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 3071.04 ms
[2022-04-11 10:22:17 main:574] : INFO : Epoch 1943 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 3031.77 ms
[2022-04-11 10:22:20 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 2969.9 ms
[2022-04-11 10:22:23 main:574] : INFO : Epoch 1945 | loss: 0.0311686 | val_loss: 0.0311772 | Time: 2892.36 ms
[2022-04-11 10:22:26 main:574] : INFO : Epoch 1946 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 2949.37 ms
[2022-04-11 10:22:29 main:574] : INFO : Epoch 1947 | loss: 0.0311687 | val_loss: 0.0311761 | Time: 3043.21 ms
[2022-04-11 10:22:32 main:574] : INFO : Epoch 1948 | loss: 0.031169 | val_loss: 0.0311764 | Time: 3019.9 ms
[2022-04-11 10:22:35 main:574] : INFO : Epoch 1949 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 2972.06 ms
[2022-04-11 10:22:38 main:574] : INFO : Epoch 1950 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 3048.94 ms
[2022-04-11 10:22:41 main:574] : INFO : Epoch 1951 | loss: 0.0311706 | val_loss: 0.031182 | Time: 3022.83 ms
[2022-04-11 10:22:44 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 3077.02 ms
[2022-04-11 10:22:47 main:574] : INFO : Epoch 1953 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 3026.92 ms
[2022-04-11 10:22:50 main:574] : INFO : Epoch 1954 | loss: 0.0311723 | val_loss: 0.031177 | Time: 2955.67 ms
[2022-04-11 10:22:53 main:574] : INFO : Epoch 1955 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 3027.17 ms
[2022-04-11 10:22:56 main:574] : INFO : Epoch 1956 | loss: 0.0311734 | val_loss: 0.031177 | Time: 3049.63 ms
[2022-04-11 10:22:59 main:574] : INFO : Epoch 1957 | loss: 0.0311714 | val_loss: 0.031178 | Time: 3038.5 ms
[2022-04-11 10:23:02 main:574] : INFO : Epoch 1958 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 3046.37 ms
[2022-04-11 10:23:05 main:574] : INFO : Epoch 1959 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 2980.37 ms
[2022-04-11 10:23:08 main:574] : INFO : Epoch 1960 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 2962.87 ms
[2022-04-11 10:23:11 main:574] : INFO : Epoch 1961 | loss: 0.0311719 | val_loss: 0.031177 | Time: 2973.67 ms
[2022-04-11 10:23:14 main:574] : INFO : Epoch 1962 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 2975.16 ms
[2022-04-11 10:23:17 main:574] : INFO : Epoch 1963 | loss: 0.031171 | val_loss: 0.0311795 | Time: 3069.19 ms
[2022-04-11 10:23:20 main:574] : INFO : Epoch 1964 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 3015.06 ms
[2022-04-11 10:23:23 main:574] : INFO : Epoch 1965 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 2984.56 ms
[2022-04-11 10:23:26 main:574] : INFO : Epoch 1966 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 2957.55 ms
[2022-04-11 10:23:29 main:574] : INFO : Epoch 1967 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 3065.65 ms
[2022-04-11 10:23:32 main:574] : INFO : Epoch 1968 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 2967.59 ms
[2022-04-11 10:23:35 main:574] : INFO : Epoch 1969 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 2951.71 ms
[2022-04-11 10:23:38 main:574] : INFO : Epoch 1970 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2971.31 ms
[2022-04-11 10:23:41 main:574] : INFO : Epoch 1971 | loss: 0.0311704 | val_loss: 0.031176 | Time: 2979.78 ms
[2022-04-11 10:23:44 main:574] : INFO : Epoch 1972 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 2976.17 ms
[2022-04-11 10:23:47 main:574] : INFO : Epoch 1973 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 2978.08 ms
[2022-04-11 10:23:50 main:574] : INFO : Epoch 1974 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 2965.47 ms
[2022-04-11 10:23:53 main:574] : INFO : Epoch 1975 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 2980.64 ms
[2022-04-11 10:23:56 main:574] : INFO : Epoch 1976 | loss: 0.031173 | val_loss: 0.0311777 | Time: 3027.01 ms
[2022-04-11 10:23:59 main:574] : INFO : Epoch 1977 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 3031.37 ms
[2022-04-11 10:24:02 main:574] : INFO : Epoch 1978 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 3028.76 ms
[2022-04-11 10:24:05 main:574] : INFO : Epoch 1979 | loss: 0.0311724 | val_loss: 0.031176 | Time: 3051.42 ms
[2022-04-11 10:24:08 main:574] : INFO : Epoch 1980 | loss: 0.031171 | val_loss: 0.0311791 | Time: 3028.52 ms
[2022-04-11 10:24:11 main:574] : INFO : Epoch 1981 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 2950.7 ms
[2022-04-11 10:24:14 main:574] : INFO : Epoch 1982 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2999.73 ms
[2022-04-11 10:24:17 main:574] : INFO : Epoch 1983 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 2977.89 ms
[2022-04-11 10:24:20 main:574] : INFO : Epoch 1984 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 3064.8 ms
[2022-04-11 10:24:23 main:574] : INFO : Epoch 1985 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 3025.49 ms
[2022-04-11 10:24:26 main:574] : INFO : Epoch 1986 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 2951.56 ms
[2022-04-11 10:24:29 main:574] : INFO : Epoch 1987 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 2962.19 ms
[2022-04-11 10:24:32 main:574] : INFO : Epoch 1988 | loss: 0.031168 | val_loss: 0.0311762 | Time: 2968.13 ms
[2022-04-11 10:24:35 main:574] : INFO : Epoch 1989 | loss: 0.0311692 | val_loss: 0.0311802 | Time: 2979.07 ms
[2022-04-11 10:24:38 main:574] : INFO : Epoch 1990 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 3074.77 ms
[2022-04-11 10:24:41 main:574] : INFO : Epoch 1991 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 3014.77 ms
[2022-04-11 10:24:44 main:574] : INFO : Epoch 1992 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 3016.14 ms
[2022-04-11 10:24:47 main:574] : INFO : Epoch 1993 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 3092.66 ms
[2022-04-11 10:24:50 main:574] : INFO : Epoch 1994 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 3085.94 ms
[2022-04-11 10:24:53 main:574] : INFO : Epoch 1995 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 2998.73 ms
[2022-04-11 10:24:56 main:574] : INFO : Epoch 1996 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 3003.79 ms
[2022-04-11 10:24:59 main:574] : INFO : Epoch 1997 | loss: 0.0311682 | val_loss: 0.0311766 | Time: 3002.24 ms
[2022-04-11 10:25:02 main:574] : INFO : Epoch 1998 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 2978.99 ms
[2022-04-11 10:25:05 main:574] : INFO : Epoch 1999 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 3011.56 ms
[2022-04-11 10:25:08 main:574] : INFO : Epoch 2000 | loss: 0.0311694 | val_loss: 0.0311774 | Time: 2933.62 ms
[2022-04-11 10:25:11 main:574] : INFO : Epoch 2001 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 2971.93 ms
[2022-04-11 10:25:14 main:574] : INFO : Epoch 2002 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 2990.32 ms
[2022-04-11 10:25:17 main:574] : INFO : Epoch 2003 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 2946.09 ms
[2022-04-11 10:25:20 main:574] : INFO : Epoch 2004 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 3014.11 ms
[2022-04-11 10:25:23 main:574] : INFO : Epoch 2005 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 2976.89 ms
[2022-04-11 10:25:26 main:574] : INFO : Epoch 2006 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 2914.72 ms
[2022-04-11 10:25:29 main:574] : INFO : Epoch 2007 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 2994.32 ms
[2022-04-11 10:25:32 main:574] : INFO : Epoch 2008 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 3021.77 ms
[2022-04-11 10:25:35 main:574] : INFO : Epoch 2009 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 2959.47 ms
[2022-04-11 10:25:38 main:574] : INFO : Epoch 2010 | loss: 0.0311669 | val_loss: 0.031176 | Time: 3018.71 ms
[2022-04-11 10:25:41 main:574] : INFO : Epoch 2011 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 3031.05 ms
[2022-04-11 10:25:44 main:574] : INFO : Epoch 2012 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 2940.89 ms
[2022-04-11 10:25:47 main:574] : INFO : Epoch 2013 | loss: 0.0311693 | val_loss: 0.0311791 | Time: 2933.49 ms
[2022-04-11 10:25:50 main:574] : INFO : Epoch 2014 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 2986.51 ms
[2022-04-11 10:25:53 main:574] : INFO : Epoch 2015 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 3023.04 ms
[2022-04-11 10:25:56 main:574] : INFO : Epoch 2016 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 3018.93 ms
[2022-04-11 10:25:59 main:574] : INFO : Epoch 2017 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 2984.3 ms
[2022-04-11 10:26:02 main:574] : INFO : Epoch 2018 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 2919.35 ms
[2022-04-11 10:26:05 main:574] : INFO : Epoch 2019 | loss: 0.0311678 | val_loss: 0.031177 | Time: 2935.61 ms
[2022-04-11 10:26:08 main:574] : INFO : Epoch 2020 | loss: 0.031168 | val_loss: 0.0311775 | Time: 2980.72 ms
[2022-04-11 10:26:11 main:574] : INFO : Epoch 2021 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 3022.87 ms
[2022-04-11 10:26:14 main:574] : INFO : Epoch 2022 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 2982.49 ms
[2022-04-11 10:26:17 main:574] : INFO : Epoch 2023 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 2947.6 ms
[2022-04-11 10:26:20 main:574] : INFO : Epoch 2024 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 3048.56 ms
[2022-04-11 10:26:23 main:574] : INFO : Epoch 2025 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 3019.73 ms
[2022-04-11 10:26:26 main:574] : INFO : Epoch 2026 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 3012.14 ms
[2022-04-11 10:26:29 main:574] : INFO : Epoch 2027 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 3041.18 ms
[2022-04-11 10:26:32 main:574] : INFO : Epoch 2028 | loss: 0.0311664 | val_loss: 0.0311782 | Time: 2911 ms
[2022-04-11 10:26:35 main:574] : INFO : Epoch 2029 | loss: 0.031167 | val_loss: 0.0311763 | Time: 3004.99 ms
[2022-04-11 10:26:38 main:574] : INFO : Epoch 2030 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 3046.6 ms
[2022-04-11 10:26:41 main:574] : INFO : Epoch 2031 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 2962.6 ms
[2022-04-11 10:26:44 main:574] : INFO : Epoch 2032 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 2988.58 ms
[2022-04-11 10:26:47 main:574] : INFO : Epoch 2033 | loss: 0.0311715 | val_loss: 0.0311788 | Time: 2939.1 ms
[2022-04-11 10:26:50 main:574] : INFO : Epoch 2034 | loss: 0.031169 | val_loss: 0.0311756 | Time: 3027.58 ms
[2022-04-11 10:26:53 main:574] : INFO : Epoch 2035 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 2974.2 ms
[2022-04-11 10:26:56 main:574] : INFO : Epoch 2036 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 3071.05 ms
[2022-04-11 10:26:59 main:574] : INFO : Epoch 2037 | loss: 0.031168 | val_loss: 0.0311757 | Time: 2941.82 ms
[2022-04-11 10:27:02 main:574] : INFO : Epoch 2038 | loss: 0.0311679 | val_loss: 0.031176 | Time: 3055.83 ms
[2022-04-11 10:27:05 main:574] : INFO : Epoch 2039 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 3056.11 ms
[2022-04-11 10:27:08 main:574] : INFO : Epoch 2040 | loss: 0.0311674 | val_loss: 0.031176 | Time: 2942.89 ms
[2022-04-11 10:27:11 main:574] : INFO : Epoch 2041 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 3012.32 ms
[2022-04-11 10:27:14 main:574] : INFO : Epoch 2042 | loss: 0.031168 | val_loss: 0.0311793 | Time: 2899.86 ms
[2022-04-11 10:27:17 main:574] : INFO : Epoch 2043 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 2986.99 ms
[2022-04-11 10:27:20 main:574] : INFO : Epoch 2044 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 3006.42 ms
[2022-04-11 10:27:23 main:574] : INFO : Epoch 2045 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 3003.9 ms
[2022-04-11 10:27:26 main:574] : INFO : Epoch 2046 | loss: 0.0311727 | val_loss: 0.031177 | Time: 3005.86 ms
[2022-04-11 10:27:29 main:574] : INFO : Epoch 2047 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 2968.38 ms
[2022-04-11 10:27:32 main:574] : INFO : Epoch 2048 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2912.55 ms
[2022-04-11 10:27:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311797
[2022-04-11 10:27:32 main:603] : INFO : Saving end state to config to file
[2022-04-11 10:27:32 main:608] : INFO : Success, exiting..
10:27:32 (15688): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)