Task 8900253
| Name | ParityModified-1636226738-21278-0_1 |
| Workunit | 6202693 |
| Created | 12 Nov 2021, 15:04:19 UTC |
| Sent | 12 Nov 2021, 15:39:21 UTC |
| Report deadline | 20 Nov 2021, 15:39:21 UTC |
| Received | 15 Nov 2021, 7:32:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 43 min 50 sec |
| CPU time | 1 hours 42 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 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: 0.0309816 | val_loss: 0.0313044 | Time: 3018.62 ms
[2021-11-12 11:02:26 main:574] : INFO : Epoch 1543 | loss: 0.0309914 | val_loss: 0.0313509 | Time: 3056.94 ms
[2021-11-12 11:02:29 main:574] : INFO : Epoch 1544 | loss: 0.030987 | val_loss: 0.0313399 | Time: 3064.86 ms
[2021-11-12 11:02:32 main:574] : INFO : Epoch 1545 | loss: 0.0309927 | val_loss: 0.0313636 | Time: 3041.17 ms
[2021-11-12 11:02:35 main:574] : INFO : Epoch 1546 | loss: 0.0309839 | val_loss: 0.031342 | Time: 3000.65 ms
[2021-11-12 11:02:38 main:574] : INFO : Epoch 1547 | loss: 0.0309836 | val_loss: 0.0313134 | Time: 3023.93 ms
[2021-11-12 11:02:42 main:574] : INFO : Epoch 1548 | loss: 0.0309859 | val_loss: 0.0313215 | Time: 3045.33 ms
[2021-11-12 11:02:45 main:574] : INFO : Epoch 1549 | loss: 0.0309775 | val_loss: 0.0313714 | Time: 3059.4 ms
[2021-11-12 11:02:48 main:574] : INFO : Epoch 1550 | loss: 0.0309791 | val_loss: 0.0313422 | Time: 3019.02 ms
[2021-11-12 11:02:51 main:574] : INFO : Epoch 1551 | loss: 0.0309797 | val_loss: 0.0313432 | Time: 3043.12 ms
[2021-11-12 11:02:54 main:574] : INFO : Epoch 1552 | loss: 0.0309766 | val_loss: 0.031306 | Time: 3015.44 ms
[2021-11-12 11:02:57 main:574] : INFO : Epoch 1553 | loss: 0.0309941 | val_loss: 0.0313533 | Time: 3009.93 ms
[2021-11-12 11:03:00 main:574] : INFO : Epoch 1554 | loss: 0.0309838 | val_loss: 0.0313728 | Time: 3037.82 ms
[2021-11-12 11:03:03 main:574] : INFO : Epoch 1555 | loss: 0.0309897 | val_loss: 0.0313464 | Time: 3002.2 ms
[2021-11-12 11:03:06 main:574] : INFO : Epoch 1556 | loss: 0.0309863 | val_loss: 0.031325 | Time: 3016.4 ms
[2021-11-12 11:03:09 main:574] : INFO : Epoch 1557 | loss: 0.0309842 | val_loss: 0.0313287 | Time: 3029.55 ms
[2021-11-12 11:03:12 main:574] : INFO : Epoch 1558 | loss: 0.0309744 | val_loss: 0.0313422 | Time: 3003.77 ms
[2021-11-12 11:03:15 main:574] : INFO : Epoch 1559 | loss: 0.0309808 | val_loss: 0.0313367 | Time: 3018.34 ms
[2021-11-12 11:03:18 main:574] : INFO : Epoch 1560 | loss: 0.0309817 | val_loss: 0.031354 | Time: 2999 ms
[2021-11-12 11:03:21 main:574] : INFO : Epoch 1561 | loss: 0.0309827 | val_loss: 0.031335 | Time: 3030.44 ms
[2021-11-12 11:03:24 main:574] : INFO : Epoch 1562 | loss: 0.0309788 | val_loss: 0.0313198 | Time: 2996.84 ms
[2021-11-12 11:03:27 main:574] : INFO : Epoch 1563 | loss: 0.0309937 | val_loss: 0.0313336 | Time: 3019.19 ms
[2021-11-12 11:03:30 main:574] : INFO : Epoch 1564 | loss: 0.0309945 | val_loss: 0.0313439 | Time: 3025.31 ms
[2021-11-12 11:03:33 main:574] : INFO : Epoch 1565 | loss: 0.0309855 | val_loss: 0.0313169 | Time: 3014.21 ms
[2021-11-12 11:03:36 main:574] : INFO : Epoch 1566 | loss: 0.0309899 | val_loss: 0.0313115 | Time: 2980.6 ms
[2021-11-12 11:03:39 main:574] : INFO : Epoch 1567 | loss: 0.0309843 | val_loss: 0.0313248 | Time: 3011.49 ms
[2021-11-12 11:03:42 main:574] : INFO : Epoch 1568 | loss: 0.0309888 | val_loss: 0.031314 | Time: 3001.02 ms
[2021-11-12 11:03:45 main:574] : INFO : Epoch 1569 | loss: 0.0309804 | val_loss: 0.0313143 | Time: 3012.46 ms
[2021-11-12 11:03:48 main:574] : INFO : Epoch 1570 | loss: 0.0309802 | val_loss: 0.0313306 | Time: 3021.14 ms
[2021-11-12 11:03:51 main:574] : INFO : Epoch 1571 | loss: 0.0309799 | val_loss: 0.0313496 | Time: 3028.82 ms
[2021-11-12 11:03:54 main:574] : INFO : Epoch 1572 | loss: 0.0309742 | val_loss: 0.0313637 | Time: 3014.66 ms
[2021-11-12 11:03:57 main:574] : INFO : Epoch 1573 | loss: 0.0309708 | val_loss: 0.0313278 | Time: 3023.42 ms
[2021-11-12 11:04:00 main:574] : INFO : Epoch 1574 | loss: 0.0309838 | val_loss: 0.0313105 | Time: 3036.28 ms
[2021-11-12 11:04:04 main:574] : INFO : Epoch 1575 | loss: 0.0310056 | val_loss: 0.0313178 | Time: 3020.69 ms
[2021-11-12 11:04:07 main:574] : INFO : Epoch 1576 | loss: 0.0309909 | val_loss: 0.0313115 | Time: 3014.68 ms
[2021-11-12 11:04:10 main:574] : INFO : Epoch 1577 | loss: 0.0309827 | val_loss: 0.0313557 | Time: 2999.97 ms
[2021-11-12 11:04:13 main:574] : INFO : Epoch 1578 | loss: 0.0309781 | val_loss: 0.0313467 | Time: 2967.45 ms
[2021-11-12 11:04:16 main:574] : INFO : Epoch 1579 | loss: 0.0309836 | val_loss: 0.0313326 | Time: 3017.68 ms
[2021-11-12 11:04:19 main:574] : INFO : Epoch 1580 | loss: 0.0309899 | val_loss: 0.0313333 | Time: 3016.78 ms
[2021-11-12 11:04:22 main:574] : INFO : Epoch 1581 | loss: 0.0309861 | val_loss: 0.0313237 | Time: 3031.84 ms
[2021-11-12 11:04:25 main:574] : INFO : Epoch 1582 | loss: 0.030976 | val_loss: 0.0312946 | Time: 3000.23 ms
[2021-11-12 11:04:28 main:574] : INFO : Epoch 1583 | loss: 0.0309856 | val_loss: 0.0313488 | Time: 2966.48 ms
[2021-11-12 11:04:31 main:574] : INFO : Epoch 1584 | loss: 0.0309878 | val_loss: 0.0313604 | Time: 2976.87 ms
[2021-11-12 11:04:34 main:574] : INFO : Epoch 1585 | loss: 0.0309715 | val_loss: 0.0313314 | Time: 2999.93 ms
[2021-11-12 11:04:37 main:574] : INFO : Epoch 1586 | loss: 0.0309822 | val_loss: 0.0313206 | Time: 2989.86 ms
[2021-11-12 11:04:40 main:574] : INFO : Epoch 1587 | loss: 0.0309855 | val_loss: 0.0313633 | Time: 3011.92 ms
[2021-11-12 11:04:43 main:574] : INFO : Epoch 1588 | loss: 0.0309858 | val_loss: 0.0313852 | Time: 2993.52 ms
[2021-11-12 11:04:46 main:574] : INFO : Epoch 1589 | loss: 0.0309789 | val_loss: 0.0313342 | Time: 2970.44 ms
[2021-11-12 11:04:49 main:574] : INFO : Epoch 1590 | loss: 0.030979 | val_loss: 0.0313205 | Time: 2943.83 ms
[2021-11-12 11:04:52 main:574] : INFO : Epoch 1591 | loss: 0.0309856 | val_loss: 0.0312904 | Time: 2952.97 ms
[2021-11-12 11:04:55 main:574] : INFO : Epoch 1592 | loss: 0.0309902 | val_loss: 0.0313593 | Time: 2978.81 ms
[2021-11-12 11:04:57 main:574] : INFO : Epoch 1593 | loss: 0.03098 | val_loss: 0.0313364 | Time: 2967.9 ms
[2021-11-12 11:05:00 main:574] : INFO : Epoch 1594 | loss: 0.0309754 | val_loss: 0.0313621 | Time: 2950.08 ms
[2021-11-12 11:05:03 main:574] : INFO : Epoch 1595 | loss: 0.0309924 | val_loss: 0.0313309 | Time: 3003.81 ms
[2021-11-12 11:05:06 main:574] : INFO : Epoch 1596 | loss: 0.0309852 | val_loss: 0.0313798 | Time: 2947.63 ms
[2021-11-12 11:05:09 main:574] : INFO : Epoch 1597 | loss: 0.0309735 | val_loss: 0.0313187 | Time: 2952.04 ms
[2021-11-12 11:05:12 main:574] : INFO : Epoch 1598 | loss: 0.0309769 | val_loss: 0.0313321 | Time: 2955 ms
[2021-11-12 11:05:15 main:574] : INFO : Epoch 1599 | loss: 0.0309981 | val_loss: 0.0313089 | Time: 2994.04 ms
[2021-11-12 11:05:18 main:574] : INFO : Epoch 1600 | loss: 0.0310067 | val_loss: 0.0313421 | Time: 2990.08 ms
[2021-11-12 11:05:21 main:574] : INFO : Epoch 1601 | loss: 0.0309877 | val_loss: 0.0313126 | Time: 2996.35 ms
[2021-11-12 11:05:24 main:574] : INFO : Epoch 1602 | loss: 0.0309835 | val_loss: 0.0313396 | Time: 2976.26 ms
[2021-11-12 11:05:27 main:574] : INFO : Epoch 1603 | loss: 0.0309879 | val_loss: 0.0313548 | Time: 2985.59 ms
[2021-11-12 11:05:30 main:574] : INFO : Epoch 1604 | loss: 0.0309811 | val_loss: 0.0313438 | Time: 2988.2 ms
[2021-11-12 11:05:33 main:574] : INFO : Epoch 1605 | loss: 0.0309951 | val_loss: 0.0313256 | Time: 2962.38 ms
[2021-11-12 11:05:36 main:574] : INFO : Epoch 1606 | loss: 0.0309772 | val_loss: 0.0313432 | Time: 2962.02 ms
[2021-11-12 11:05:39 main:574] : INFO : Epoch 1607 | loss: 0.0309867 | val_loss: 0.0313556 | Time: 2971.41 ms
[2021-11-12 11:05:42 main:574] : INFO : Epoch 1608 | loss: 0.0309785 | val_loss: 0.0313418 | Time: 2949.34 ms
[2021-11-12 11:05:45 main:574] : INFO : Epoch 1609 | loss: 0.0309807 | val_loss: 0.0313788 | Time: 2952.23 ms
[2021-11-12 11:05:48 main:574] : INFO : Epoch 1610 | loss: 0.0309727 | val_loss: 0.0313549 | Time: 2999.26 ms
[2021-11-12 11:05:51 main:574] : INFO : Epoch 1611 | loss: 0.0309753 | val_loss: 0.0313474 | Time: 3053.17 ms
[2021-11-12 11:05:54 main:574] : INFO : Epoch 1612 | loss: 0.0309849 | val_loss: 0.0313367 | Time: 3038.54 ms
[2021-11-12 11:05:57 main:574] : INFO : Epoch 1613 | loss: 0.0309808 | val_loss: 0.0313417 | Time: 3012.13 ms
[2021-11-12 11:06:00 main:574] : INFO : Epoch 1614 | loss: 0.0309748 | val_loss: 0.0313552 | Time: 3032.36 ms
[2021-11-12 11:06:03 main:574] : INFO : Epoch 1615 | loss: 0.0309822 | val_loss: 0.0313557 | Time: 2977.88 ms
[2021-11-12 11:06:06 main:574] : INFO : Epoch 1616 | loss: 0.0309976 | val_loss: 0.0313596 | Time: 2997.94 ms
[2021-11-12 11:06:09 main:574] : INFO : Epoch 1617 | loss: 0.0309893 | val_loss: 0.0313229 | Time: 2993.24 ms
[2021-11-12 11:06:12 main:574] : INFO : Epoch 1618 | loss: 0.0309878 | val_loss: 0.0313022 | Time: 3008.25 ms
[2021-11-12 11:06:15 main:574] : INFO : Epoch 1619 | loss: 0.0309887 | val_loss: 0.0313471 | Time: 2985.39 ms
[2021-11-12 11:06:18 main:574] : INFO : Epoch 1620 | loss: 0.030976 | val_loss: 0.0313459 | Time: 3009.86 ms
[2021-11-12 11:06:21 main:574] : INFO : Epoch 1621 | loss: 0.0309744 | val_loss: 0.0313672 | Time: 2970.62 ms
[2021-11-12 11:06:24 main:574] : INFO : Epoch 1622 | loss: 0.0309746 | val_loss: 0.031371 | Time: 2971.33 ms
[2021-11-12 11:06:27 main:574] : INFO : Epoch 1623 | loss: 0.0309743 | val_loss: 0.0313804 | Time: 2962.59 ms
[2021-11-12 11:06:30 main:574] : INFO : Epoch 1624 | loss: 0.0309816 | val_loss: 0.0313468 | Time: 2975.74 ms
[2021-11-12 11:06:33 main:574] : INFO : Epoch 1625 | loss: 0.0309779 | val_loss: 0.0313187 | Time: 3002.97 ms
[2021-11-12 11:06:36 main:574] : INFO : Epoch 1626 | loss: 0.0309761 | val_loss: 0.0313486 | Time: 3020.56 ms
[2021-11-12 11:06:39 main:574] : INFO : Epoch 1627 | loss: 0.0309915 | val_loss: 0.0313657 | Time: 3005.37 ms
[2021-11-12 11:06:42 main:574] : INFO : Epoch 1628 | loss: 0.0309879 | val_loss: 0.0313374 | Time: 2982 ms
[2021-11-12 11:06:45 main:574] : INFO : Epoch 1629 | loss: 0.0309873 | val_loss: 0.0313282 | Time: 2993.37 ms
[2021-11-12 11:06:48 main:574] : INFO : Epoch 1630 | loss: 0.0309754 | val_loss: 0.0313588 | Time: 2991.8 ms
[2021-11-12 11:06:51 main:574] : INFO : Epoch 1631 | loss: 0.0309748 | val_loss: 0.0313399 | Time: 2982.52 ms
[2021-11-12 11:06:54 main:574] : INFO : Epoch 1632 | loss: 0.030975 | val_loss: 0.0313423 | Time: 2986.64 ms
[2021-11-12 11:06:57 main:574] : INFO : Epoch 1633 | loss: 0.0309845 | val_loss: 0.0312994 | Time: 3006.35 ms
[2021-11-12 11:07:00 main:574] : INFO : Epoch 1634 | loss: 0.0309814 | val_loss: 0.031323 | Time: 3014.68 ms
[2021-11-12 11:07:04 main:574] : INFO : Epoch 1635 | loss: 0.0309759 | val_loss: 0.031325 | Time: 3015.23 ms
[2021-11-12 11:07:07 main:574] : INFO : Epoch 1636 | loss: 0.0309846 | val_loss: 0.0313073 | Time: 3013.46 ms
[2021-11-12 11:07:10 main:574] : INFO : Epoch 1637 | loss: 0.0309834 | val_loss: 0.031335 | Time: 2976.51 ms
[2021-11-12 11:07:13 main:574] : INFO : Epoch 1638 | loss: 0.0309782 | val_loss: 0.0313533 | Time: 3011.09 ms
[2021-11-12 11:07:16 main:574] : INFO : Epoch 1639 | loss: 0.0309873 | val_loss: 0.0313311 | Time: 3025.1 ms
[2021-11-12 11:07:19 main:574] : INFO : Epoch 1640 | loss: 0.0309773 | val_loss: 0.0313287 | Time: 3017.45 ms
[2021-11-12 11:07:22 main:574] : INFO : Epoch 1641 | loss: 0.0309843 | val_loss: 0.0313511 | Time: 2993.01 ms
[2021-11-12 11:07:25 main:574] : INFO : Epoch 1642 | loss: 0.0309788 | val_loss: 0.0313681 | Time: 3009.44 ms
[2021-11-12 11:07:28 main:574] : INFO : Epoch 1643 | loss: 0.0309943 | val_loss: 0.031331 | Time: 2996.32 ms
[2021-11-12 11:07:31 main:574] : INFO : Epoch 1644 | loss: 0.0309929 | val_loss: 0.031359 | Time: 3005.54 ms
[2021-11-12 11:07:34 main:574] : INFO : Epoch 1645 | loss: 0.0309923 | val_loss: 0.0313402 | Time: 3007.99 ms
[2021-11-12 11:07:37 main:574] : INFO : Epoch 1646 | loss: 0.0309873 | val_loss: 0.0313053 | Time: 2987.96 ms
[2021-11-12 11:07:40 main:574] : INFO : Epoch 1647 | loss: 0.0309811 | val_loss: 0.0313219 | Time: 3014.89 ms
[2021-11-12 11:07:43 main:574] : INFO : Epoch 1648 | loss: 0.0309806 | val_loss: 0.0313388 | Time: 2938.12 ms
[2021-11-12 11:07:46 main:574] : INFO : Epoch 1649 | loss: 0.0309813 | val_loss: 0.0313128 | Time: 2998.24 ms
[2021-11-12 11:07:49 main:574] : INFO : Epoch 1650 | loss: 0.0309838 | val_loss: 0.031302 | Time: 2993.43 ms
[2021-11-12 11:07:52 main:574] : INFO : Epoch 1651 | loss: 0.0309768 | val_loss: 0.0313441 | Time: 2995.94 ms
[2021-11-12 11:07:55 main:574] : INFO : Epoch 1652 | loss: 0.0309967 | val_loss: 0.0313241 | Time: 2998.17 ms
[2021-11-12 11:07:58 main:574] : INFO : Epoch 1653 | loss: 0.0309846 | val_loss: 0.0313151 | Time: 2981.12 ms
[2021-11-12 11:08:01 main:574] : INFO : Epoch 1654 | loss: 0.0309799 | val_loss: 0.0313265 | Time: 3017.93 ms
[2021-11-12 11:08:04 main:574] : INFO : Epoch 1655 | loss: 0.0309954 | val_loss: 0.0313418 | Time: 2978.6 ms
[2021-11-12 11:08:07 main:574] : INFO : Epoch 1656 | loss: 0.0309834 | val_loss: 0.0313838 | Time: 2995.01 ms
[2021-11-12 11:08:10 main:574] : INFO : Epoch 1657 | loss: 0.0309841 | val_loss: 0.0313575 | Time: 3006.51 ms
[2021-11-12 11:08:13 main:574] : INFO : Epoch 1658 | loss: 0.0309875 | val_loss: 0.0313249 | Time: 2974.77 ms
[2021-11-12 11:08:16 main:574] : INFO : Epoch 1659 | loss: 0.0309834 | val_loss: 0.0313343 | Time: 2990.35 ms
[2021-11-12 11:08:19 main:574] : INFO : Epoch 1660 | loss: 0.030977 | val_loss: 0.0313136 | Time: 3032.59 ms
[2021-11-12 11:08:22 main:574] : INFO : Epoch 1661 | loss: 0.0309912 | val_loss: 0.0312939 | Time: 3000.59 ms
[2021-11-12 11:08:25 main:574] : INFO : Epoch 1662 | loss: 0.0309995 | val_loss: 0.0313574 | Time: 3013.77 ms
[2021-11-12 11:08:28 main:574] : INFO : Epoch 1663 | loss: 0.0309883 | val_loss: 0.0313428 | Time: 2995.99 ms
[2021-11-12 11:08:31 main:574] : INFO : Epoch 1664 | loss: 0.0309838 | val_loss: 0.031314 | Time: 2992.59 ms
[2021-11-12 11:08:34 main:574] : INFO : Epoch 1665 | loss: 0.0309771 | val_loss: 0.0313257 | Time: 2982.34 ms
[2021-11-12 11:08:37 main:574] : INFO : Epoch 1666 | loss: 0.0309753 | val_loss: 0.031375 | Time: 2979.88 ms
[2021-11-12 11:08:40 main:574] : INFO : Epoch 1667 | loss: 0.0309847 | val_loss: 0.0313704 | Time: 2994.13 ms
[2021-11-12 11:08:43 main:574] : INFO : Epoch 1668 | loss: 0.0309752 | val_loss: 0.0313458 | Time: 2967.16 ms
[2021-11-12 11:08:46 main:574] : INFO : Epoch 1669 | loss: 0.0309771 | val_loss: 0.031337 | Time: 2970.53 ms
[2021-11-12 11:08:49 main:574] : INFO : Epoch 1670 | loss: 0.0309835 | val_loss: 0.0313248 | Time: 2984.94 ms
[2021-11-12 11:08:52 main:574] : INFO : Epoch 1671 | loss: 0.0309974 | val_loss: 0.0313624 | Time: 2978.26 ms
[2021-11-12 11:08:55 main:574] : INFO : Epoch 1672 | loss: 0.0309764 | val_loss: 0.0313066 | Time: 2983.44 ms
[2021-11-12 11:08:58 main:574] : INFO : Epoch 1673 | loss: 0.0309829 | val_loss: 0.0312975 | Time: 2991.71 ms
[2021-11-12 11:09:01 main:574] : INFO : Epoch 1674 | loss: 0.030979 | val_loss: 0.031357 | Time: 3019.52 ms
[2021-11-12 11:09:04 main:574] : INFO : Epoch 1675 | loss: 0.0309852 | val_loss: 0.0313482 | Time: 2998.09 ms
[2021-11-12 11:09:07 main:574] : INFO : Epoch 1676 | loss: 0.0309895 | val_loss: 0.0313056 | Time: 3015.71 ms
[2021-11-12 11:09:10 main:574] : INFO : Epoch 1677 | loss: 0.0309784 | val_loss: 0.0313908 | Time: 2992.81 ms
[2021-11-12 11:09:13 main:574] : INFO : Epoch 1678 | loss: 0.0309854 | val_loss: 0.0313711 | Time: 3000.11 ms
[2021-11-12 11:09:16 main:574] : INFO : Epoch 1679 | loss: 0.0309768 | val_loss: 0.0313285 | Time: 3014.64 ms
[2021-11-12 11:09:19 main:574] : INFO : Epoch 1680 | loss: 0.030985 | val_loss: 0.0313164 | Time: 3033.28 ms
[2021-11-12 11:09:22 main:574] : INFO : Epoch 1681 | loss: 0.0309864 | val_loss: 0.0313443 | Time: 2997.14 ms
[2021-11-12 11:09:25 main:574] : INFO : Epoch 1682 | loss: 0.0309801 | val_loss: 0.0313094 | Time: 2988.53 ms
[2021-11-12 11:09:28 main:574] : INFO : Epoch 1683 | loss: 0.0309874 | val_loss: 0.0313552 | Time: 2960.5 ms
[2021-11-12 11:09:31 main:574] : INFO : Epoch 1684 | loss: 0.0309824 | val_loss: 0.0313685 | Time: 3006.92 ms
[2021-11-12 11:09:34 main:574] : INFO : Epoch 1685 | loss: 0.0309825 | val_loss: 0.0313267 | Time: 3003.01 ms
[2021-11-12 11:09:37 main:574] : INFO : Epoch 1686 | loss: 0.0309897 | val_loss: 0.0313401 | Time: 2993.15 ms
[2021-11-12 11:09:40 main:574] : INFO : Epoch 1687 | loss: 0.0309782 | val_loss: 0.0313318 | Time: 3020.52 ms
[2021-11-12 11:09:43 main:574] : INFO : Epoch 1688 | loss: 0.0309768 | val_loss: 0.0313411 | Time: 2974.84 ms
[2021-11-12 11:09:46 main:574] : INFO : Epoch 1689 | loss: 0.0309681 | val_loss: 0.0313491 | Time: 2984.37 ms
[2021-11-12 11:09:49 main:574] : INFO : Epoch 1690 | loss: 0.0309783 | val_loss: 0.0313574 | Time: 3015.96 ms
[2021-11-12 11:09:52 main:574] : INFO : Epoch 1691 | loss: 0.0309827 | val_loss: 0.0313314 | Time: 3021.39 ms
[2021-11-12 11:09:55 main:574] : INFO : Epoch 1692 | loss: 0.0309741 | val_loss: 0.0313433 | Time: 3033.24 ms
[2021-11-12 11:09:58 main:574] : INFO : Epoch 1693 | loss: 0.0309836 | val_loss: 0.0313506 | Time: 2996.68 ms
[2021-11-12 11:10:01 main:574] : INFO : Epoch 1694 | loss: 0.0309819 | val_loss: 0.0313676 | Time: 2973.95 ms
[2021-11-12 11:10:04 main:574] : INFO : Epoch 1695 | loss: 0.0309827 | val_loss: 0.0313726 | Time: 2991.95 ms
[2021-11-12 11:10:07 main:574] : INFO : Epoch 1696 | loss: 0.0309846 | val_loss: 0.0313448 | Time: 3002.27 ms
[2021-11-12 11:10:10 main:574] : INFO : Epoch 1697 | loss: 0.0309831 | val_loss: 0.0313341 | Time: 2981.03 ms
[2021-11-12 11:10:13 main:574] : INFO : Epoch 1698 | loss: 0.030975 | val_loss: 0.0313599 | Time: 2980.38 ms
[2021-11-12 11:10:16 main:574] : INFO : Epoch 1699 | loss: 0.0309951 | val_loss: 0.0313583 | Time: 2975.43 ms
[2021-11-12 11:10:19 main:574] : INFO : Epoch 1700 | loss: 0.0309891 | val_loss: 0.0313437 | Time: 2965.44 ms
[2021-11-12 11:10:22 main:574] : INFO : Epoch 1701 | loss: 0.0309808 | val_loss: 0.0313242 | Time: 2997.48 ms
[2021-11-12 11:10:25 main:574] : INFO : Epoch 1702 | loss: 0.0309813 | val_loss: 0.0313263 | Time: 2975.47 ms
[2021-11-12 11:10:28 main:574] : INFO : Epoch 1703 | loss: 0.0309852 | val_loss: 0.0313202 | Time: 3045.99 ms
[2021-11-12 11:10:31 main:574] : INFO : Epoch 1704 | loss: 0.0309767 | val_loss: 0.0313256 | Time: 2981.26 ms
[2021-11-12 11:10:34 main:574] : INFO : Epoch 1705 | loss: 0.0309791 | val_loss: 0.0313564 | Time: 2998.73 ms
[2021-11-12 11:10:37 main:574] : INFO : Epoch 1706 | loss: 0.0309712 | val_loss: 0.0313524 | Time: 3003.58 ms
[2021-11-12 11:10:40 main:574] : INFO : Epoch 1707 | loss: 0.0309795 | val_loss: 0.0313117 | Time: 3009.16 ms
[2021-11-12 11:10:43 main:574] : INFO : Epoch 1708 | loss: 0.030981 | val_loss: 0.0313359 | Time: 3002.6 ms
[2021-11-12 11:10:46 main:574] : INFO : Epoch 1709 | loss: 0.0309811 | val_loss: 0.0313487 | Time: 3015.93 ms
[2021-11-12 11:10:49 main:574] : INFO : Epoch 1710 | loss: 0.0309778 | val_loss: 0.0313437 | Time: 3032.17 ms
[2021-11-12 11:10:52 main:574] : INFO : Epoch 1711 | loss: 0.0310195 | val_loss: 0.0312973 | Time: 3017.14 ms
[2021-11-12 11:10:55 main:574] : INFO : Epoch 1712 | loss: 0.0310231 | val_loss: 0.0313755 | Time: 2971.45 ms
[2021-11-12 11:10:58 main:574] : INFO : Epoch 1713 | loss: 0.031 | val_loss: 0.0313059 | Time: 2968.38 ms
[2021-11-12 11:11:01 main:574] : INFO : Epoch 1714 | loss: 0.0309857 | val_loss: 0.0313196 | Time: 2970.39 ms
[2021-11-12 11:11:04 main:574] : INFO : Epoch 1715 | loss: 0.0309818 | val_loss: 0.0313765 | Time: 3001.83 ms
[2021-11-12 11:11:07 main:574] : INFO : Epoch 1716 | loss: 0.0309784 | val_loss: 0.0313968 | Time: 3003.14 ms
[2021-11-12 11:11:10 main:574] : INFO : Epoch 1717 | loss: 0.0309753 | val_loss: 0.0313803 | Time: 2984.59 ms
[2021-11-12 11:11:13 main:574] : INFO : Epoch 1718 | loss: 0.0309783 | val_loss: 0.0313803 | Time: 2952.1 ms
[2021-11-12 11:11:16 main:574] : INFO : Epoch 1719 | loss: 0.030984 | val_loss: 0.0313688 | Time: 3009.25 ms
[2021-11-12 11:11:19 main:574] : INFO : Epoch 1720 | loss: 0.0309843 | val_loss: 0.0313406 | Time: 2994.37 ms
[2021-11-12 11:11:22 main:574] : INFO : Epoch 1721 | loss: 0.0309848 | val_loss: 0.0313434 | Time: 2985.95 ms
[2021-11-12 11:11:25 main:574] : INFO : Epoch 1722 | loss: 0.0309817 | val_loss: 0.0313563 | Time: 2977.93 ms
[2021-11-12 11:11:28 main:574] : INFO : Epoch 1723 | loss: 0.0309874 | val_loss: 0.0313468 | Time: 3002.49 ms
[2021-11-12 11:11:31 main:574] : INFO : Epoch 1724 | loss: 0.0309841 | val_loss: 0.0313553 | Time: 3011.2 ms
[2021-11-12 11:11:34 main:574] : INFO : Epoch 1725 | loss: 0.0309778 | val_loss: 0.0313545 | Time: 2993.59 ms
[2021-11-12 11:11:37 main:574] : INFO : Epoch 1726 | loss: 0.030984 | val_loss: 0.0313297 | Time: 2982.01 ms
[2021-11-12 11:11:40 main:574] : INFO : Epoch 1727 | loss: 0.0309805 | val_loss: 0.0313465 | Time: 3030.54 ms
[2021-11-12 11:11:43 main:574] : INFO : Epoch 1728 | loss: 0.0309778 | val_loss: 0.0313627 | Time: 2998.07 ms
[2021-11-12 11:11:46 main:574] : INFO : Epoch 1729 | loss: 0.0309706 | val_loss: 0.0313527 | Time: 2956.21 ms
[2021-11-12 11:11:49 main:574] : INFO : Epoch 1730 | loss: 0.0309762 | val_loss: 0.0313022 | Time: 3016.66 ms
[2021-11-12 11:11:52 main:574] : INFO : Epoch 1731 | loss: 0.0309818 | val_loss: 0.0313224 | Time: 2955.23 ms
[2021-11-12 11:11:55 main:574] : INFO : Epoch 1732 | loss: 0.0309727 | val_loss: 0.0313555 | Time: 2975.11 ms
[2021-11-12 11:11:58 main:574] : INFO : Epoch 1733 | loss: 0.0309772 | val_loss: 0.0313397 | Time: 2974.65 ms
[2021-11-12 11:12:01 main:574] : INFO : Epoch 1734 | loss: 0.0309842 | val_loss: 0.0313688 | Time: 2996.6 ms
[2021-11-12 11:12:04 main:574] : INFO : Epoch 1735 | loss: 0.030985 | val_loss: 0.0313549 | Time: 2978.15 ms
[2021-11-12 11:12:07 main:574] : INFO : Epoch 1736 | loss: 0.0309932 | val_loss: 0.0313206 | Time: 3016.11 ms
[2021-11-12 11:12:10 main:574] : INFO : Epoch 1737 | loss: 0.0310008 | val_loss: 0.0313341 | Time: 3008.76 ms
[2021-11-12 11:12:13 main:574] : INFO : Epoch 1738 | loss: 0.0310089 | val_loss: 0.0313081 | Time: 3019.28 ms
[2021-11-12 11:12:16 main:574] : INFO : Epoch 1739 | loss: 0.0309872 | val_loss: 0.0313203 | Time: 3006.28 ms
[2021-11-12 11:12:19 main:574] : INFO : Epoch 1740 | loss: 0.0309952 | val_loss: 0.031348 | Time: 3023.71 ms
[2021-11-12 11:12:22 main:574] : INFO : Epoch 1741 | loss: 0.0309858 | val_loss: 0.031299 | Time: 2989.36 ms
[2021-11-12 11:12:25 main:574] : INFO : Epoch 1742 | loss: 0.0309896 | val_loss: 0.0313267 | Time: 3007.37 ms
[2021-11-12 11:12:28 main:574] : INFO : Epoch 1743 | loss: 0.0309839 | val_loss: 0.031344 | Time: 2967.29 ms
[2021-11-12 11:12:31 main:574] : INFO : Epoch 1744 | loss: 0.0309747 | val_loss: 0.0313667 | Time: 2984.26 ms
[2021-11-12 11:12:34 main:574] : INFO : Epoch 1745 | loss: 0.0309744 | val_loss: 0.0313425 | Time: 2996.65 ms
[2021-11-12 11:12:37 main:574] : INFO : Epoch 1746 | loss: 0.0309817 | val_loss: 0.0313069 | Time: 2976 ms
[2021-11-12 11:12:40 main:574] : INFO : Epoch 1747 | loss: 0.0309862 | val_loss: 0.0313381 | Time: 2970.7 ms
[2021-11-12 11:12:43 main:574] : INFO : Epoch 1748 | loss: 0.0309751 | val_loss: 0.0313565 | Time: 2997.18 ms
[2021-11-12 11:12:46 main:574] : INFO : Epoch 1749 | loss: 0.0309872 | val_loss: 0.0313239 | Time: 2969.8 ms
[2021-11-12 11:12:49 main:574] : INFO : Epoch 1750 | loss: 0.0309872 | val_loss: 0.0313501 | Time: 3014.8 ms
[2021-11-12 11:12:52 main:574] : INFO : Epoch 1751 | loss: 0.0309885 | val_loss: 0.0313769 | Time: 2988.33 ms
[2021-11-12 11:12:55 main:574] : INFO : Epoch 1752 | loss: 0.0309978 | val_loss: 0.0313599 | Time: 3003.37 ms
[2021-11-12 11:12:58 main:574] : INFO : Epoch 1753 | loss: 0.0309823 | val_loss: 0.031321 | Time: 2969.18 ms
[2021-11-12 11:13:01 main:574] : INFO : Epoch 1754 | loss: 0.0309752 | val_loss: 0.0313092 | Time: 2959.13 ms
[2021-11-12 11:13:04 main:574] : INFO : Epoch 1755 | loss: 0.030977 | val_loss: 0.0313617 | Time: 2973.23 ms
[2021-11-12 11:13:07 main:574] : INFO : Epoch 1756 | loss: 0.0309815 | val_loss: 0.0313424 | Time: 2984.54 ms
[2021-11-12 11:13:10 main:574] : INFO : Epoch 1757 | loss: 0.0309744 | val_loss: 0.0313779 | Time: 2992.28 ms
[2021-11-12 11:13:13 main:574] : INFO : Epoch 1758 | loss: 0.0309804 | val_loss: 0.0313288 | Time: 2997.95 ms
[2021-11-12 11:13:16 main:574] : INFO : Epoch 1759 | loss: 0.0309808 | val_loss: 0.0313244 | Time: 2965.88 ms
[2021-11-12 11:13:19 main:574] : INFO : Epoch 1760 | loss: 0.0309737 | val_loss: 0.0313484 | Time: 2993.82 ms
[2021-11-12 11:13:22 main:574] : INFO : Epoch 1761 | loss: 0.0309767 | val_loss: 0.0313559 | Time: 2988.02 ms
[2021-11-12 11:13:25 main:574] : INFO : Epoch 1762 | loss: 0.0309747 | val_loss: 0.0313293 | Time: 2991.35 ms
[2021-11-12 11:13:28 main:574] : INFO : Epoch 1763 | loss: 0.030976 | val_loss: 0.0313322 | Time: 3000.58 ms
[2021-11-12 11:13:31 main:574] : INFO : Epoch 1764 | loss: 0.0309794 | val_loss: 0.0313605 | Time: 2991.47 ms
[2021-11-12 11:13:34 main:574] : INFO : Epoch 1765 | loss: 0.0309709 | val_loss: 0.0313421 | Time: 2967.03 ms
[2021-11-12 11:13:37 main:574] : INFO : Epoch 1766 | loss: 0.0309749 | val_loss: 0.0313035 | Time: 2962.46 ms
[2021-11-12 11:13:40 main:574] : INFO : Epoch 1767 | loss: 0.0309872 | val_loss: 0.0313028 | Time: 2959.65 ms
[2021-11-12 11:13:43 main:574] : INFO : Epoch 1768 | loss: 0.0309936 | val_loss: 0.0313718 | Time: 2987.9 ms
[2021-11-12 11:13:46 main:574] : INFO : Epoch 1769 | loss: 0.0309837 | val_loss: 0.0313514 | Time: 2981.82 ms
[2021-11-12 11:13:49 main:574] : INFO : Epoch 1770 | loss: 0.0309781 | val_loss: 0.0313635 | Time: 3003.7 ms
[2021-11-12 11:13:52 main:574] : INFO : Epoch 1771 | loss: 0.0309775 | val_loss: 0.0313685 | Time: 2965.57 ms
[2021-11-12 11:13:55 main:574] : INFO : Epoch 1772 | loss: 0.0309773 | val_loss: 0.0313645 | Time: 2967.16 ms
[2021-11-12 11:13:58 main:574] : INFO : Epoch 1773 | loss: 0.0309802 | val_loss: 0.031339 | Time: 2963.69 ms
[2021-11-12 11:14:01 main:574] : INFO : Epoch 1774 | loss: 0.0309753 | val_loss: 0.0313268 | Time: 2934.94 ms
[2021-11-12 11:14:04 main:574] : INFO : Epoch 1775 | loss: 0.0309855 | val_loss: 0.0313627 | Time: 2966.94 ms
[2021-11-12 11:14:07 main:574] : INFO : Epoch 1776 | loss: 0.0309781 | val_loss: 0.0313858 | Time: 2965.96 ms
[2021-11-12 11:14:10 main:574] : INFO : Epoch 1777 | loss: 0.0309808 | val_loss: 0.0313427 | Time: 2976.58 ms
[2021-11-12 11:14:13 main:574] : INFO : Epoch 1778 | loss: 0.0309843 | val_loss: 0.0313368 | Time: 2989.23 ms
[2021-11-12 11:14:16 main:574] : INFO : Epoch 1779 | loss: 0.0309844 | val_loss: 0.0313519 | Time: 2971.8 ms
[2021-11-12 11:14:19 main:574] : INFO : Epoch 1780 | loss: 0.0309911 | val_loss: 0.0313406 | Time: 2971.33 ms
[2021-11-12 11:14:22 main:574] : INFO : Epoch 1781 | loss: 0.0309767 | val_loss: 0.0313862 | Time: 3011.25 ms
[2021-11-12 11:14:25 main:574] : INFO : Epoch 1782 | loss: 0.030978 | val_loss: 0.0313163 | Time: 3023.15 ms
[2021-11-12 11:14:28 main:574] : INFO : Epoch 1783 | loss: 0.0309835 | val_loss: 0.0313352 | Time: 2982.87 ms
[2021-11-12 11:14:31 main:574] : INFO : Epoch 1784 | loss: 0.0309803 | val_loss: 0.0313586 | Time: 2994.19 ms
[2021-11-12 11:14:34 main:574] : INFO : Epoch 1785 | loss: 0.0309802 | val_loss: 0.0313692 | Time: 2978.43 ms
[2021-11-12 11:14:37 main:574] : INFO : Epoch 1786 | loss: 0.0309931 | val_loss: 0.0312783 | Time: 2964.67 ms
[2021-11-12 11:14:40 main:574] : INFO : Epoch 1787 | loss: 0.0309901 | val_loss: 0.0313034 | Time: 2978.22 ms
[2021-11-12 11:14:43 main:574] : INFO : Epoch 1788 | loss: 0.0309829 | val_loss: 0.0313163 | Time: 2978.49 ms
[2021-11-12 11:14:46 main:574] : INFO : Epoch 1789 | loss: 0.0309785 | val_loss: 0.0313541 | Time: 2962.2 ms
[2021-11-12 11:14:49 main:574] : INFO : Epoch 1790 | loss: 0.0309765 | val_loss: 0.0313407 | Time: 2973.69 ms
[2021-11-12 11:14:52 main:574] : INFO : Epoch 1791 | loss: 0.0309823 | val_loss: 0.0313478 | Time: 3010.08 ms
[2021-11-12 11:14:55 main:574] : INFO : Epoch 1792 | loss: 0.0309709 | val_loss: 0.0313628 | Time: 2959.79 ms
[2021-11-12 11:14:58 main:574] : INFO : Epoch 1793 | loss: 0.0310047 | val_loss: 0.031288 | Time: 2982.32 ms
[2021-11-12 11:15:01 main:574] : INFO : Epoch 1794 | loss: 0.0309915 | val_loss: 0.0313345 | Time: 2938.55 ms
[2021-11-12 11:15:04 main:574] : INFO : Epoch 1795 | loss: 0.030973 | val_loss: 0.031316 | Time: 2970.15 ms
[2021-11-12 11:15:07 main:574] : INFO : Epoch 1796 | loss: 0.0309827 | val_loss: 0.0313374 | Time: 2985.03 ms
[2021-11-12 11:15:10 main:574] : INFO : Epoch 1797 | loss: 0.030978 | val_loss: 0.0313448 | Time: 3022.69 ms
[2021-11-12 11:15:13 main:574] : INFO : Epoch 1798 | loss: 0.0309681 | val_loss: 0.03135 | Time: 2980.85 ms
[2021-11-12 11:15:16 main:574] : INFO : Epoch 1799 | loss: 0.0309752 | val_loss: 0.0313621 | Time: 3013.89 ms
[2021-11-12 11:15:19 main:574] : INFO : Epoch 1800 | loss: 0.030977 | val_loss: 0.0313435 | Time: 2966.82 ms
[2021-11-12 11:15:22 main:574] : INFO : Epoch 1801 | loss: 0.0309764 | val_loss: 0.0313606 | Time: 2982.57 ms
[2021-11-12 11:15:25 main:574] : INFO : Epoch 1802 | loss: 0.030978 | val_loss: 0.031312 | Time: 2967.17 ms
[2021-11-12 11:15:28 main:574] : INFO : Epoch 1803 | loss: 0.030984 | val_loss: 0.0313112 | Time: 2922.48 ms
[2021-11-12 11:15:31 main:574] : INFO : Epoch 1804 | loss: 0.0309891 | val_loss: 0.0313128 | Time: 2959.84 ms
[2021-11-12 11:15:34 main:574] : INFO : Epoch 1805 | loss: 0.0309972 | val_loss: 0.0313562 | Time: 2969.73 ms
[2021-11-12 11:15:37 main:574] : INFO : Epoch 1806 | loss: 0.0309858 | val_loss: 0.0313543 | Time: 2956.36 ms
[2021-11-12 11:15:40 main:574] : INFO : Epoch 1807 | loss: 0.0309832 | val_loss: 0.031345 | Time: 2952.95 ms
[2021-11-12 11:15:43 main:574] : INFO : Epoch 1808 | loss: 0.0309807 | val_loss: 0.0313255 | Time: 2960.3 ms
[2021-11-12 11:15:46 main:574] : INFO : Epoch 1809 | loss: 0.0309805 | val_loss: 0.0313217 | Time: 2977.91 ms
[2021-11-12 11:15:49 main:574] : INFO : Epoch 1810 | loss: 0.0309831 | val_loss: 0.0313557 | Time: 2946.39 ms
[2021-11-12 11:15:52 main:574] : INFO : Epoch 1811 | loss: 0.0309802 | val_loss: 0.0313384 | Time: 2958.05 ms
[2021-11-12 11:15:54 main:574] : INFO : Epoch 1812 | loss: 0.0309865 | val_loss: 0.0313624 | Time: 2933.92 ms
[2021-11-12 11:15:57 main:574] : INFO : Epoch 1813 | loss: 0.0309854 | val_loss: 0.0313358 | Time: 2957.37 ms
[2021-11-12 11:16:00 main:574] : INFO : Epoch 1814 | loss: 0.0309865 | val_loss: 0.031317 | Time: 2990.94 ms
[2021-11-12 11:16:03 main:574] : INFO : Epoch 1815 | loss: 0.0309823 | val_loss: 0.0313215 | Time: 3015.61 ms
[2021-11-12 11:16:07 main:574] : INFO : Epoch 1816 | loss: 0.0309809 | val_loss: 0.0313576 | Time: 3019.69 ms
[2021-11-12 11:16:10 main:574] : INFO : Epoch 1817 | loss: 0.0309767 | val_loss: 0.0313663 | Time: 3003.88 ms
[2021-11-12 11:16:13 main:574] : INFO : Epoch 1818 | loss: 0.0309917 | val_loss: 0.0313486 | Time: 3004.94 ms
[2021-11-12 11:16:16 main:574] : INFO : Epoch 1819 | loss: 0.0310107 | val_loss: 0.031327 | Time: 2989 ms
[2021-11-12 11:16:19 main:574] : INFO : Epoch 1820 | loss: 0.0309828 | val_loss: 0.0313201 | Time: 2988.71 ms
[2021-11-12 11:16:22 main:574] : INFO : Epoch 1821 | loss: 0.0309788 | val_loss: 0.0313401 | Time: 3051.36 ms
[2021-11-12 11:16:25 main:574] : INFO : Epoch 1822 | loss: 0.0309825 | val_loss: 0.0312961 | Time: 2993.83 ms
[2021-11-12 11:16:28 main:574] : INFO : Epoch 1823 | loss: 0.0309922 | val_loss: 0.0313313 | Time: 2995.23 ms
[2021-11-12 11:16:31 main:574] : INFO : Epoch 1824 | loss: 0.0309873 | val_loss: 0.0313518 | Time: 3005.12 ms
[2021-11-12 11:16:34 main:574] : INFO : Epoch 1825 | loss: 0.0309766 | val_loss: 0.0313194 | Time: 2986.99 ms
[2021-11-12 11:16:37 main:574] : INFO : Epoch 1826 | loss: 0.0309751 | val_loss: 0.0313618 | Time: 3025.51 ms
[2021-11-12 11:16:40 main:574] : INFO : Epoch 1827 | loss: 0.0309711 | val_loss: 0.0313392 | Time: 2984.57 ms
[2021-11-12 11:16:43 main:574] : INFO : Epoch 1828 | loss: 0.0309845 | val_loss: 0.0313247 | Time: 2966.07 ms
[2021-11-12 11:16:46 main:574] : INFO : Epoch 1829 | loss: 0.0309764 | val_loss: 0.0313215 | Time: 2986.76 ms
[2021-11-12 11:16:49 main:574] : INFO : Epoch 1830 | loss: 0.0309735 | val_loss: 0.0313272 | Time: 2982.42 ms
[2021-11-12 11:16:52 main:574] : INFO : Epoch 1831 | loss: 0.0309837 | val_loss: 0.031359 | Time: 3014.66 ms
[2021-11-12 11:16:55 main:574] : INFO : Epoch 1832 | loss: 0.0309903 | val_loss: 0.0313078 | Time: 3022.39 ms
[2021-11-12 11:16:58 main:574] : INFO : Epoch 1833 | loss: 0.0309868 | val_loss: 0.031334 | Time: 2989.59 ms
[2021-11-12 11:17:01 main:574] : INFO : Epoch 1834 | loss: 0.0309809 | val_loss: 0.0313526 | Time: 2957.54 ms
[2021-11-12 11:17:04 main:574] : INFO : Epoch 1835 | loss: 0.0309774 | val_loss: 0.0313374 | Time: 2989.94 ms
[2021-11-12 11:17:07 main:574] : INFO : Epoch 1836 | loss: 0.0309825 | val_loss: 0.0313837 | Time: 3008.42 ms
[2021-11-12 11:17:10 main:574] : INFO : Epoch 1837 | loss: 0.0309852 | val_loss: 0.0313252 | Time: 3066.43 ms
[2021-11-12 11:17:13 main:574] : INFO : Epoch 1838 | loss: 0.0309839 | val_loss: 0.0313302 | Time: 3015.57 ms
[2021-11-12 11:17:16 main:574] : INFO : Epoch 1839 | loss: 0.0309808 | val_loss: 0.0313164 | Time: 3043.87 ms
[2021-11-12 11:17:19 main:574] : INFO : Epoch 1840 | loss: 0.0309865 | val_loss: 0.0313376 | Time: 3024.63 ms
[2021-11-12 11:17:22 main:574] : INFO : Epoch 1841 | loss: 0.0309852 | val_loss: 0.0313169 | Time: 3025.82 ms
[2021-11-12 11:17:25 main:574] : INFO : Epoch 1842 | loss: 0.0309859 | val_loss: 0.0313112 | Time: 2987.88 ms
[2021-11-12 11:17:28 main:574] : INFO : Epoch 1843 | loss: 0.0309921 | val_loss: 0.0313708 | Time: 2978.18 ms
[2021-11-12 11:17:31 main:574] : INFO : Epoch 1844 | loss: 0.0309979 | val_loss: 0.031294 | Time: 2996.37 ms
[2021-11-12 11:17:34 main:574] : INFO : Epoch 1845 | loss: 0.0309915 | val_loss: 0.0313161 | Time: 2989 ms
[2021-11-12 11:17:37 main:574] : INFO : Epoch 1846 | loss: 0.0310022 | val_loss: 0.0313298 | Time: 2986 ms
[2021-11-12 11:17:40 main:574] : INFO : Epoch 1847 | loss: 0.0309938 | val_loss: 0.0313067 | Time: 2999.03 ms
[2021-11-12 11:17:43 main:574] : INFO : Epoch 1848 | loss: 0.030982 | val_loss: 0.0313287 | Time: 2972.05 ms
[2021-11-12 11:17:46 main:574] : INFO : Epoch 1849 | loss: 0.0309858 | val_loss: 0.0313408 | Time: 2984.44 ms
[2021-11-12 11:17:49 main:574] : INFO : Epoch 1850 | loss: 0.0309802 | val_loss: 0.0313432 | Time: 2977.03 ms
[2021-11-12 11:17:52 main:574] : INFO : Epoch 1851 | loss: 0.0309777 | val_loss: 0.0313417 | Time: 2968.77 ms
[2021-11-12 11:17:55 main:574] : INFO : Epoch 1852 | loss: 0.0309702 | val_loss: 0.031334 | Time: 2952.85 ms
[2021-11-12 11:17:58 main:574] : INFO : Epoch 1853 | loss: 0.0309827 | val_loss: 0.0313037 | Time: 2993.31 ms
[2021-11-12 11:18:01 main:574] : INFO : Epoch 1854 | loss: 0.0309791 | val_loss: 0.0313151 | Time: 2971.54 ms
[2021-11-12 11:18:04 main:574] : INFO : Epoch 1855 | loss: 0.0309766 | val_loss: 0.0313209 | Time: 2989.04 ms
[2021-11-12 11:18:07 main:574] : INFO : Epoch 1856 | loss: 0.0309774 | val_loss: 0.0313265 | Time: 2956.97 ms
[2021-11-12 11:18:10 main:574] : INFO : Epoch 1857 | loss: 0.0309723 | val_loss: 0.0313584 | Time: 2946.45 ms
[2021-11-12 11:18:13 main:574] : INFO : Epoch 1858 | loss: 0.0309755 | val_loss: 0.0313283 | Time: 2989.27 ms
[2021-11-12 11:18:16 main:574] : INFO : Epoch 1859 | loss: 0.0309845 | val_loss: 0.0313367 | Time: 2989.18 ms
[2021-11-12 11:18:19 main:574] : INFO : Epoch 1860 | loss: 0.0309937 | val_loss: 0.0313573 | Time: 2990.16 ms
[2021-11-12 11:18:22 main:574] : INFO : Epoch 1861 | loss: 0.0309778 | val_loss: 0.0313219 | Time: 2987.76 ms
[2021-11-12 11:18:25 main:574] : INFO : Epoch 1862 | loss: 0.0309882 | val_loss: 0.0313249 | Time: 3007.69 ms
[2021-11-12 11:18:28 main:574] : INFO : Epoch 1863 | loss: 0.0309766 | val_loss: 0.0313471 | Time: 2973.87 ms
[2021-11-12 11:18:31 main:574] : INFO : Epoch 1864 | loss: 0.0309707 | val_loss: 0.0313384 | Time: 2998.22 ms
[2021-11-12 11:18:34 main:574] : INFO : Epoch 1865 | loss: 0.0309692 | val_loss: 0.0313632 | Time: 2963.28 ms
[2021-11-12 11:18:37 main:574] : INFO : Epoch 1866 | loss: 0.0309872 | val_loss: 0.0313245 | Time: 2997.5 ms
[2021-11-12 11:18:40 main:574] : INFO : Epoch 1867 | loss: 0.0309984 | val_loss: 0.031329 | Time: 2960.33 ms
[2021-11-12 11:18:43 main:574] : INFO : Epoch 1868 | loss: 0.0309733 | val_loss: 0.0313242 | Time: 2953.3 ms
[2021-11-12 11:18:46 main:574] : INFO : Epoch 1869 | loss: 0.0309901 | val_loss: 0.031336 | Time: 3002.93 ms
[2021-11-12 11:18:49 main:574] : INFO : Epoch 1870 | loss: 0.030987 | val_loss: 0.0313121 | Time: 2987.43 ms
[2021-11-12 11:18:52 main:574] : INFO : Epoch 1871 | loss: 0.0309807 | val_loss: 0.0313387 | Time: 2993.21 ms
[2021-11-12 11:18:55 main:574] : INFO : Epoch 1872 | loss: 0.0309848 | val_loss: 0.0312624 | Time: 2978.15 ms
[2021-11-12 11:18:58 main:574] : INFO : Epoch 1873 | loss: 0.0309917 | val_loss: 0.0313548 | Time: 2951.92 ms
[2021-11-12 11:19:01 main:574] : INFO : Epoch 1874 | loss: 0.0309747 | val_loss: 0.0313701 | Time: 2962.05 ms
[2021-11-12 11:19:04 main:574] : INFO : Epoch 1875 | loss: 0.0309742 | val_loss: 0.0313791 | Time: 2969.33 ms
[2021-11-12 11:19:07 main:574] : INFO : Epoch 1876 | loss: 0.0309765 | val_loss: 0.0313221 | Time: 2962.17 ms
[2021-11-12 11:19:09 main:574] : INFO : Epoch 1877 | loss: 0.0309764 | val_loss: 0.0313723 | Time: 2955.24 ms
[2021-11-12 11:19:12 main:574] : INFO : Epoch 1878 | loss: 0.0309838 | val_loss: 0.0313821 | Time: 2974.77 ms
[2021-11-12 11:19:15 main:574] : INFO : Epoch 1879 | loss: 0.0309921 | val_loss: 0.0313489 | Time: 2959.55 ms
[2021-11-12 11:19:19 main:574] : INFO : Epoch 1880 | loss: 0.0309818 | val_loss: 0.0313144 | Time: 2971.57 ms
[2021-11-12 11:19:22 main:574] : INFO : Epoch 1881 | loss: 0.0309853 | val_loss: 0.0313356 | Time: 3012.06 ms
[2021-11-12 11:19:25 main:574] : INFO : Epoch 1882 | loss: 0.0309797 | val_loss: 0.0313136 | Time: 2998.21 ms
[2021-11-12 11:19:28 main:574] : INFO : Epoch 1883 | loss: 0.0309847 | val_loss: 0.0313482 | Time: 2998.76 ms
[2021-11-12 11:19:31 main:574] : INFO : Epoch 1884 | loss: 0.030978 | val_loss: 0.0313391 | Time: 2992.9 ms
[2021-11-12 11:19:34 main:574] : INFO : Epoch 1885 | loss: 0.0309755 | val_loss: 0.0313278 | Time: 2990.67 ms
[2021-11-12 11:19:37 main:574] : INFO : Epoch 1886 | loss: 0.030978 | val_loss: 0.0313312 | Time: 2966.33 ms
[2021-11-12 11:19:40 main:574] : INFO : Epoch 1887 | loss: 0.0309769 | val_loss: 0.0313432 | Time: 2977.81 ms
[2021-11-12 11:19:42 main:574] : INFO : Epoch 1888 | loss: 0.0309842 | val_loss: 0.0313723 | Time: 2977.98 ms
[2021-11-12 11:19:45 main:574] : INFO : Epoch 1889 | loss: 0.0309739 | val_loss: 0.031356 | Time: 2959.37 ms
[2021-11-12 11:19:48 main:574] : INFO : Epoch 1890 | loss: 0.0310018 | val_loss: 0.0313775 | Time: 2991 ms
[2021-11-12 11:19:51 main:574] : INFO : Epoch 1891 | loss: 0.0313826 | val_loss: 0.0314575 | Time: 2963.83 ms
[2021-11-12 11:19:54 main:574] : INFO : Epoch 1892 | loss: 0.041736 | val_loss: 0.0334467 | Time: 2972.28 ms
[2021-11-12 11:19:57 main:574] : INFO : Epoch 1893 | loss: 0.0321186 | val_loss: 0.031562 | Time: 2961.85 ms
[2021-11-12 11:20:00 main:574] : INFO : Epoch 1894 | loss: 0.0313924 | val_loss: 0.0312841 | Time: 2982.6 ms
[2021-11-12 11:20:03 main:574] : INFO : Epoch 1895 | loss: 0.0312785 | val_loss: 0.0312668 | Time: 2970.34 ms
[2021-11-12 11:20:06 main:574] : INFO : Epoch 1896 | loss: 0.0312587 | val_loss: 0.031254 | Time: 2996.77 ms
[2021-11-12 11:20:09 main:574] : INFO : Epoch 1897 | loss: 0.0312537 | val_loss: 0.0312526 | Time: 3032.05 ms
[2021-11-12 11:20:12 main:574] : INFO : Epoch 1898 | loss: 0.0312519 | val_loss: 0.0312532 | Time: 3002.49 ms
[2021-11-12 11:20:15 main:574] : INFO : Epoch 1899 | loss: 0.031252 | val_loss: 0.0312525 | Time: 2999.97 ms
[2021-11-12 11:20:18 main:574] : INFO : Epoch 1900 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 3036.48 ms
[2021-11-12 11:20:22 main:574] : INFO : Epoch 1901 | loss: 0.031251 | val_loss: 0.0312514 | Time: 3038.15 ms
[2021-11-12 11:20:25 main:574] : INFO : Epoch 1902 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2965.09 ms
[2021-11-12 11:20:27 main:574] : INFO : Epoch 1903 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2966.43 ms
[2021-11-12 11:20:30 main:574] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2987.55 ms
[2021-11-12 11:20:33 main:574] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2956.52 ms
[2021-11-12 11:20:36 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2941.6 ms
[2021-11-12 11:20:39 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2957.14 ms
[2021-11-12 11:20:42 main:574] : INFO : Epoch 1908 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2972.05 ms
[2021-11-12 11:20:45 main:574] : INFO : Epoch 1909 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2994.26 ms
[2021-11-12 11:20:48 main:574] : INFO : Epoch 1910 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2995.86 ms
[2021-11-12 11:20:51 main:574] : INFO : Epoch 1911 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 2979.16 ms
[2021-11-12 11:20:54 main:574] : INFO : Epoch 1912 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2947.3 ms
[2021-11-12 11:20:57 main:574] : INFO : Epoch 1913 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 2972.42 ms
[2021-11-12 11:21:00 main:574] : INFO : Epoch 1914 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2981.98 ms
[2021-11-12 11:21:03 main:574] : INFO : Epoch 1915 | loss: 0.031249 | val_loss: 0.0312505 | Time: 2985.11 ms
[2021-11-12 11:21:06 main:574] : INFO : Epoch 1916 | loss: 0.0312486 | val_loss: 0.0312508 | Time: 2989.71 ms
[2021-11-12 11:21:09 main:574] : INFO : Epoch 1917 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 2994.27 ms
[2021-11-12 11:21:12 main:574] : INFO : Epoch 1918 | loss: 0.0312475 | val_loss: 0.031249 | Time: 2983.78 ms
[2021-11-12 11:21:15 main:574] : INFO : Epoch 1919 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 2957.91 ms
[2021-11-12 11:21:18 main:574] : INFO : Epoch 1920 | loss: 0.0312473 | val_loss: 0.031251 | Time: 2952.71 ms
[2021-11-12 11:21:21 main:574] : INFO : Epoch 1921 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 2975.96 ms
[2021-11-12 11:21:24 main:574] : INFO : Epoch 1922 | loss: 0.0312461 | val_loss: 0.0312486 | Time: 2957.49 ms
[2021-11-12 11:21:27 main:574] : INFO : Epoch 1923 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 2978.9 ms
[2021-11-12 11:21:30 main:574] : INFO : Epoch 1924 | loss: 0.031245 | val_loss: 0.0312483 | Time: 2965.83 ms
[2021-11-12 11:21:33 main:574] : INFO : Epoch 1925 | loss: 0.0312441 | val_loss: 0.0312478 | Time: 2972.3 ms
[2021-11-12 11:21:36 main:574] : INFO : Epoch 1926 | loss: 0.031243 | val_loss: 0.0312464 | Time: 2981.14 ms
[2021-11-12 11:21:39 main:574] : INFO : Epoch 1927 | loss: 0.0312417 | val_loss: 0.0312458 | Time: 2986.09 ms
[2021-11-12 11:21:42 main:574] : INFO : Epoch 1928 | loss: 0.0312414 | val_loss: 0.0312464 | Time: 2986.28 ms
[2021-11-12 11:21:45 main:574] : INFO : Epoch 1929 | loss: 0.0312404 | val_loss: 0.0312444 | Time: 2980.4 ms
[2021-11-12 11:21:48 main:574] : INFO : Epoch 1930 | loss: 0.0312383 | val_loss: 0.031243 | Time: 2916.54 ms
[2021-11-12 11:21:51 main:574] : INFO : Epoch 1931 | loss: 0.0312363 | val_loss: 0.031242 | Time: 2933.12 ms
[2021-11-12 11:21:54 main:574] : INFO : Epoch 1932 | loss: 0.0312353 | val_loss: 0.0312411 | Time: 2952.33 ms
[2021-11-12 11:21:57 main:574] : INFO : Epoch 1933 | loss: 0.0312333 | val_loss: 0.0312408 | Time: 2953.88 ms
[2021-11-12 11:22:00 main:574] : INFO : Epoch 1934 | loss: 0.0312322 | val_loss: 0.03124 | Time: 2955.15 ms
[2021-11-12 11:22:03 main:574] : INFO : Epoch 1935 | loss: 0.0312309 | val_loss: 0.0312377 | Time: 2967.93 ms
[2021-11-12 11:22:06 main:574] : INFO : Epoch 1936 | loss: 0.0312296 | val_loss: 0.0312362 | Time: 2936.38 ms
[2021-11-12 11:22:09 main:574] : INFO : Epoch 1937 | loss: 0.0312286 | val_loss: 0.031234 | Time: 2931.95 ms
[2021-11-12 11:22:12 main:574] : INFO : Epoch 1938 | loss: 0.0312238 | val_loss: 0.0312322 | Time: 2953.62 ms
[2021-11-12 11:22:15 main:574] : INFO : Epoch 1939 | loss: 0.0312217 | val_loss: 0.0312309 | Time: 2939.72 ms
[2021-11-12 11:22:18 main:574] : INFO : Epoch 1940 | loss: 0.0312202 | val_loss: 0.0312316 | Time: 2940.34 ms
[2021-11-12 11:22:21 main:574] : INFO : Epoch 1941 | loss: 0.0312173 | val_loss: 0.0312263 | Time: 2934.64 ms
[2021-11-12 11:22:23 main:574] : INFO : Epoch 1942 | loss: 0.0312158 | val_loss: 0.0312248 | Time: 2949.45 ms
[2021-11-12 11:22:26 main:574] : INFO : Epoch 1943 | loss: 0.0312153 | val_loss: 0.0312232 | Time: 2945.43 ms
[2021-11-12 11:22:29 main:574] : INFO : Epoch 1944 | loss: 0.0312121 | val_loss: 0.0312232 | Time: 2922.6 ms
[2021-11-12 11:22:32 main:574] : INFO : Epoch 1945 | loss: 0.0312108 | val_loss: 0.031222 | Time: 2935.6 ms
[2021-11-12 11:22:35 main:574] : INFO : Epoch 1946 | loss: 0.0312104 | val_loss: 0.031224 | Time: 2926.97 ms
[2021-11-12 11:22:38 main:574] : INFO : Epoch 1947 | loss: 0.0312127 | val_loss: 0.0312205 | Time: 2940.79 ms
[2021-11-12 11:22:41 main:574] : INFO : Epoch 1948 | loss: 0.0312086 | val_loss: 0.0312246 | Time: 2930.11 ms
[2021-11-12 11:22:44 main:574] : INFO : Epoch 1949 | loss: 0.0312061 | val_loss: 0.0312194 | Time: 2947.24 ms
[2021-11-12 11:22:47 main:574] : INFO : Epoch 1950 | loss: 0.0312069 | val_loss: 0.031219 | Time: 2968.85 ms
[2021-11-12 11:22:50 main:574] : INFO : Epoch 1951 | loss: 0.0312067 | val_loss: 0.0312182 | Time: 2954.07 ms
[2021-11-12 11:22:53 main:574] : INFO : Epoch 1952 | loss: 0.0312069 | val_loss: 0.0312276 | Time: 2957.14 ms
[2021-11-12 11:22:56 main:574] : INFO : Epoch 1953 | loss: 0.0312028 | val_loss: 0.0312154 | Time: 2960.32 ms
[2021-11-12 11:22:59 main:574] : INFO : Epoch 1954 | loss: 0.0312037 | val_loss: 0.0312161 | Time: 2962.15 ms
[2021-11-12 11:23:02 main:574] : INFO : Epoch 1955 | loss: 0.0312005 | val_loss: 0.031221 | Time: 2947.86 ms
[2021-11-12 11:23:05 main:574] : INFO : Epoch 1956 | loss: 0.0312024 | val_loss: 0.0312202 | Time: 2959.16 ms
[2021-11-12 11:23:08 main:574] : INFO : Epoch 1957 | loss: 0.0312073 | val_loss: 0.0312324 | Time: 2941.14 ms
[2021-11-12 11:23:11 main:574] : INFO : Epoch 1958 | loss: 0.0312067 | val_loss: 0.0312248 | Time: 2973.57 ms
[2021-11-12 11:23:14 main:574] : INFO : Epoch 1959 | loss: 0.0312032 | val_loss: 0.0312115 | Time: 2925.9 ms
[2021-11-12 11:23:17 main:574] : INFO : Epoch 1960 | loss: 0.0311982 | val_loss: 0.0312129 | Time: 2968.15 ms
[2021-11-12 11:23:20 main:574] : INFO : Epoch 1961 | loss: 0.0312052 | val_loss: 0.0312386 | Time: 2963.94 ms
[2021-11-12 11:23:23 main:574] : INFO : Epoch 1962 | loss: 0.0312119 | val_loss: 0.031231 | Time: 2964.38 ms
[2021-11-12 11:23:26 main:574] : INFO : Epoch 1963 | loss: 0.0312065 | val_loss: 0.0312126 | Time: 2959.48 ms
[2021-11-12 11:23:29 main:574] : INFO : Epoch 1964 | loss: 0.0311937 | val_loss: 0.0312174 | Time: 2952.96 ms
[2021-11-12 11:23:32 main:574] : INFO : Epoch 1965 | loss: 0.0311987 | val_loss: 0.0312171 | Time: 2945.61 ms
[2021-11-12 11:23:35 main:574] : INFO : Epoch 1966 | loss: 0.0311939 | val_loss: 0.0312124 | Time: 2984.16 ms
[2021-11-12 11:23:37 main:574] : INFO : Epoch 1967 | loss: 0.0311913 | val_loss: 0.0312105 | Time: 2956.53 ms
[2021-11-12 11:23:40 main:574] : INFO : Epoch 1968 | loss: 0.0311928 | val_loss: 0.0312257 | Time: 2924.79 ms
[2021-11-12 11:23:43 main:574] : INFO : Epoch 1969 | loss: 0.0311923 | val_loss: 0.0312089 | Time: 2928.29 ms
[2021-11-12 11:23:46 main:574] : INFO : Epoch 1970 | loss: 0.0311906 | val_loss: 0.0312118 | Time: 2938.6 ms
[2021-11-12 11:23:49 main:574] : INFO : Epoch 1971 | loss: 0.0311911 | val_loss: 0.0312117 | Time: 2958.46 ms
[2021-11-12 11:23:52 main:574] : INFO : Epoch 1972 | loss: 0.0311906 | val_loss: 0.0312102 | Time: 2956.29 ms
[2021-11-12 11:23:55 main:574] : INFO : Epoch 1973 | loss: 0.0311885 | val_loss: 0.031213 | Time: 2947.65 ms
[2021-11-12 11:23:58 main:574] : INFO : Epoch 1974 | loss: 0.0311886 | val_loss: 0.031209 | Time: 2948.67 ms
[2021-11-12 11:24:01 main:574] : INFO : Epoch 1975 | loss: 0.0311875 | val_loss: 0.0312092 | Time: 2931.93 ms
[2021-11-12 11:24:04 main:574] : INFO : Epoch 1976 | loss: 0.0311858 | val_loss: 0.0312084 | Time: 2947.97 ms
[2021-11-12 11:24:07 main:574] : INFO : Epoch 1977 | loss: 0.031186 | val_loss: 0.0312091 | Time: 2924.58 ms
[2021-11-12 11:24:10 main:574] : INFO : Epoch 1978 | loss: 0.0311887 | val_loss: 0.0312097 | Time: 2926.01 ms
[2021-11-12 11:24:13 main:574] : INFO : Epoch 1979 | loss: 0.0311893 | val_loss: 0.0312086 | Time: 2925.39 ms
[2021-11-12 11:24:16 main:574] : INFO : Epoch 1980 | loss: 0.0311901 | val_loss: 0.0312135 | Time: 2965.76 ms
[2021-11-12 11:24:19 main:574] : INFO : Epoch 1981 | loss: 0.0311861 | val_loss: 0.0312107 | Time: 2986.26 ms
[2021-11-12 11:24:22 main:574] : INFO : Epoch 1982 | loss: 0.0311858 | val_loss: 0.031209 | Time: 2894.5 ms
[2021-11-12 11:24:25 main:574] : INFO : Epoch 1983 | loss: 0.0311926 | val_loss: 0.0312161 | Time: 2924.75 ms
[2021-11-12 11:24:28 main:574] : INFO : Epoch 1984 | loss: 0.0311877 | val_loss: 0.0312094 | Time: 2896.72 ms
[2021-11-12 11:24:31 main:574] : INFO : Epoch 1985 | loss: 0.0311838 | val_loss: 0.0312122 | Time: 2921.6 ms
[2021-11-12 11:24:34 main:574] : INFO : Epoch 1986 | loss: 0.0311814 | val_loss: 0.0312112 | Time: 2935.54 ms
[2021-11-12 11:24:37 main:574] : INFO : Epoch 1987 | loss: 0.0311829 | val_loss: 0.0312084 | Time: 2969.5 ms
[2021-11-12 11:24:40 main:574] : INFO : Epoch 1988 | loss: 0.0311821 | val_loss: 0.0312095 | Time: 2985.84 ms
[2021-11-12 11:24:42 main:574] : INFO : Epoch 1989 | loss: 0.0311842 | val_loss: 0.0312289 | Time: 2929.93 ms
[2021-11-12 11:24:45 main:574] : INFO : Epoch 1990 | loss: 0.0311865 | val_loss: 0.0312071 | Time: 2941.33 ms
[2021-11-12 11:24:48 main:574] : INFO : Epoch 1991 | loss: 0.0311828 | val_loss: 0.0312115 | Time: 2933.82 ms
[2021-11-12 11:24:51 main:574] : INFO : Epoch 1992 | loss: 0.0311822 | val_loss: 0.031216 | Time: 2934.16 ms
[2021-11-12 11:24:54 main:574] : INFO : Epoch 1993 | loss: 0.0311828 | val_loss: 0.0312139 | Time: 2953.41 ms
[2021-11-12 11:24:57 main:574] : INFO : Epoch 1994 | loss: 0.0311953 | val_loss: 0.0312059 | Time: 2987.3 ms
[2021-11-12 11:25:00 main:574] : INFO : Epoch 1995 | loss: 0.0312579 | val_loss: 0.0312754 | Time: 2967.77 ms
[2021-11-12 11:25:03 main:574] : INFO : Epoch 1996 | loss: 0.0312577 | val_loss: 0.0312507 | Time: 2947.65 ms
[2021-11-12 11:25:06 main:574] : INFO : Epoch 1997 | loss: 0.0312472 | val_loss: 0.0312428 | Time: 2936.46 ms
[2021-11-12 11:25:09 main:574] : INFO : Epoch 1998 | loss: 0.0312395 | val_loss: 0.0312383 | Time: 2955.29 ms
[2021-11-12 11:25:12 main:574] : INFO : Epoch 1999 | loss: 0.0312348 | val_loss: 0.0312335 | Time: 2939.9 ms
[2021-11-12 11:25:15 main:574] : INFO : Epoch 2000 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 2912.45 ms
[2021-11-12 11:25:18 main:574] : INFO : Epoch 2001 | loss: 0.0312249 | val_loss: 0.0312216 | Time: 2953.44 ms
[2021-11-12 11:25:21 main:574] : INFO : Epoch 2002 | loss: 0.0312194 | val_loss: 0.031215 | Time: 2933.29 ms
[2021-11-12 11:25:24 main:574] : INFO : Epoch 2003 | loss: 0.0312135 | val_loss: 0.031209 | Time: 2963.47 ms
[2021-11-12 11:25:27 main:574] : INFO : Epoch 2004 | loss: 0.0312087 | val_loss: 0.0312046 | Time: 2988.39 ms
[2021-11-12 11:25:30 main:574] : INFO : Epoch 2005 | loss: 0.0312057 | val_loss: 0.0312038 | Time: 3014.5 ms
[2021-11-12 11:25:33 main:574] : INFO : Epoch 2006 | loss: 0.0312054 | val_loss: 0.0312077 | Time: 3021.18 ms
[2021-11-12 11:25:36 main:574] : INFO : Epoch 2007 | loss: 0.0312065 | val_loss: 0.0311971 | Time: 3013.91 ms
[2021-11-12 11:25:39 main:574] : INFO : Epoch 2008 | loss: 0.0312034 | val_loss: 0.0311959 | Time: 2980.45 ms
[2021-11-12 11:25:42 main:574] : INFO : Epoch 2009 | loss: 0.0312028 | val_loss: 0.0312061 | Time: 3042.78 ms
[2021-11-12 11:25:45 main:574] : INFO : Epoch 2010 | loss: 0.0312031 | val_loss: 0.031202 | Time: 2984.56 ms
[2021-11-12 11:25:48 main:574] : INFO : Epoch 2011 | loss: 0.0311975 | val_loss: 0.0311943 | Time: 3039.64 ms
[2021-11-12 11:25:51 main:574] : INFO : Epoch 2012 | loss: 0.0311939 | val_loss: 0.0311929 | Time: 3031.06 ms
[2021-11-12 11:25:54 main:574] : INFO : Epoch 2013 | loss: 0.0311935 | val_loss: 0.0311919 | Time: 3028.4 ms
[2021-11-12 11:25:57 main:574] : INFO : Epoch 2014 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 3039.96 ms
[2021-11-12 11:26:00 main:574] : INFO : Epoch 2015 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 3023.83 ms
[2021-11-12 11:26:03 main:574] : INFO : Epoch 2016 | loss: 0.0311931 | val_loss: 0.0311937 | Time: 3058.49 ms
[2021-11-12 11:26:06 main:574] : INFO : Epoch 2017 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 3037.65 ms
[2021-11-12 11:26:09 main:574] : INFO : Epoch 2018 | loss: 0.0311905 | val_loss: 0.0311883 | Time: 3042.64 ms
[2021-11-12 11:26:12 main:574] : INFO : Epoch 2019 | loss: 0.031189 | val_loss: 0.0311882 | Time: 3070.42 ms
[2021-11-12 11:26:15 main:574] : INFO : Epoch 2020 | loss: 0.031192 | val_loss: 0.0311937 | Time: 3033.22 ms
[2021-11-12 11:26:19 main:574] : INFO : Epoch 2021 | loss: 0.0311941 | val_loss: 0.0311923 | Time: 3064.01 ms
[2021-11-12 11:26:22 main:574] : INFO : Epoch 2022 | loss: 0.0311884 | val_loss: 0.0311962 | Time: 3044.01 ms
[2021-11-12 11:26:25 main:574] : INFO : Epoch 2023 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 3004.53 ms
[2021-11-12 11:26:28 main:574] : INFO : Epoch 2024 | loss: 0.031189 | val_loss: 0.0311894 | Time: 3031.89 ms
[2021-11-12 11:26:31 main:574] : INFO : Epoch 2025 | loss: 0.031189 | val_loss: 0.0311914 | Time: 3033.1 ms
[2021-11-12 11:26:34 main:574] : INFO : Epoch 2026 | loss: 0.0311893 | val_loss: 0.0311849 | Time: 3023.58 ms
[2021-11-12 11:26:37 main:574] : INFO : Epoch 2027 | loss: 0.0311868 | val_loss: 0.031189 | Time: 3030.49 ms
[2021-11-12 11:26:40 main:574] : INFO : Epoch 2028 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 3053.89 ms
[2021-11-12 11:26:43 main:574] : INFO : Epoch 2029 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 3020.85 ms
[2021-11-12 11:26:46 main:574] : INFO : Epoch 2030 | loss: 0.0311881 | val_loss: 0.0311844 | Time: 3022.07 ms
[2021-11-12 11:26:49 main:574] : INFO : Epoch 2031 | loss: 0.0311849 | val_loss: 0.0311843 | Time: 3045.05 ms
[2021-11-12 11:26:52 main:574] : INFO : Epoch 2032 | loss: 0.0311853 | val_loss: 0.0311842 | Time: 3010.18 ms
[2021-11-12 11:26:55 main:574] : INFO : Epoch 2033 | loss: 0.0311848 | val_loss: 0.0311836 | Time: 3018.41 ms
[2021-11-12 11:26:58 main:574] : INFO : Epoch 2034 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 3012.77 ms
[2021-11-12 11:27:01 main:574] : INFO : Epoch 2035 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 3019.12 ms
[2021-11-12 11:27:04 main:574] : INFO : Epoch 2036 | loss: 0.0311844 | val_loss: 0.031187 | Time: 3046.11 ms
[2021-11-12 11:27:07 main:574] : INFO : Epoch 2037 | loss: 0.0311911 | val_loss: 0.0311846 | Time: 3025.33 ms
[2021-11-12 11:27:10 main:574] : INFO : Epoch 2038 | loss: 0.0311881 | val_loss: 0.0311834 | Time: 3039.74 ms
[2021-11-12 11:27:13 main:574] : INFO : Epoch 2039 | loss: 0.0311828 | val_loss: 0.031184 | Time: 3001.96 ms
[2021-11-12 11:27:16 main:574] : INFO : Epoch 2040 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 3031.71 ms
[2021-11-12 11:27:19 main:574] : INFO : Epoch 2041 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 3017.82 ms
[2021-11-12 11:27:22 main:574] : INFO : Epoch 2042 | loss: 0.0311825 | val_loss: 0.0311829 | Time: 3012.96 ms
[2021-11-12 11:27:25 main:574] : INFO : Epoch 2043 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 3042.21 ms
[2021-11-12 11:27:28 main:574] : INFO : Epoch 2044 | loss: 0.0311856 | val_loss: 0.0311878 | Time: 3024.74 ms
[2021-11-12 11:27:31 main:574] : INFO : Epoch 2045 | loss: 0.0311834 | val_loss: 0.0311966 | Time: 3015.18 ms
[2021-11-12 11:27:35 main:574] : INFO : Epoch 2046 | loss: 0.0311861 | val_loss: 0.0311841 | Time: 3066.95 ms
[2021-11-12 11:27:38 main:574] : INFO : Epoch 2047 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 3007.92 ms
[2021-11-12 11:27:41 main:574] : INFO : Epoch 2048 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 3013.04 ms
[2021-11-12 11:27:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844
[2021-11-12 11:27:41 main:603] : INFO : Saving end state to config to file
[2021-11-12 11:27:41 main:608] : INFO : Success, exiting..
11:27:41 (13372): 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)