Task 8964765
| Name | ParityModified-1636178263-5906-1-0_0 |
| Workunit | 6423860 |
| Created | 15 Nov 2021, 15:49:26 UTC |
| Sent | 22 Nov 2021, 14:40:15 UTC |
| Report deadline | 30 Nov 2021, 14:40:15 UTC |
| Received | 22 Nov 2021, 17:26:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 44 min 34 sec |
| CPU time | 1 hours 43 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 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: 0.0310096 | val_loss: 0.0312986 | Time: 3005.23 ms
[2021-11-22 16:59:48 main:574] : INFO : Epoch 1543 | loss: 0.0310057 | val_loss: 0.0312852 | Time: 3008.64 ms
[2021-11-22 16:59:51 main:574] : INFO : Epoch 1544 | loss: 0.0310104 | val_loss: 0.0312884 | Time: 3042.15 ms
[2021-11-22 16:59:54 main:574] : INFO : Epoch 1545 | loss: 0.0310249 | val_loss: 0.0312798 | Time: 3019.43 ms
[2021-11-22 16:59:57 main:574] : INFO : Epoch 1546 | loss: 0.0310189 | val_loss: 0.0313119 | Time: 3022.13 ms
[2021-11-22 17:00:00 main:574] : INFO : Epoch 1547 | loss: 0.0310206 | val_loss: 0.0312719 | Time: 3014.83 ms
[2021-11-22 17:00:03 main:574] : INFO : Epoch 1548 | loss: 0.0310194 | val_loss: 0.0312917 | Time: 3013.27 ms
[2021-11-22 17:00:06 main:574] : INFO : Epoch 1549 | loss: 0.0310258 | val_loss: 0.0312566 | Time: 3010.18 ms
[2021-11-22 17:00:09 main:574] : INFO : Epoch 1550 | loss: 0.0310156 | val_loss: 0.031293 | Time: 3033.23 ms
[2021-11-22 17:00:12 main:574] : INFO : Epoch 1551 | loss: 0.0310143 | val_loss: 0.0312737 | Time: 3009.78 ms
[2021-11-22 17:00:15 main:574] : INFO : Epoch 1552 | loss: 0.0310254 | val_loss: 0.0312614 | Time: 3004.64 ms
[2021-11-22 17:00:18 main:574] : INFO : Epoch 1553 | loss: 0.0310299 | val_loss: 0.0312645 | Time: 3012.65 ms
[2021-11-22 17:00:21 main:574] : INFO : Epoch 1554 | loss: 0.0310195 | val_loss: 0.031294 | Time: 3007.85 ms
[2021-11-22 17:00:25 main:574] : INFO : Epoch 1555 | loss: 0.0310138 | val_loss: 0.0312766 | Time: 3054.96 ms
[2021-11-22 17:00:28 main:574] : INFO : Epoch 1556 | loss: 0.031015 | val_loss: 0.0312715 | Time: 3010.5 ms
[2021-11-22 17:00:31 main:574] : INFO : Epoch 1557 | loss: 0.0310105 | val_loss: 0.0312844 | Time: 3016.42 ms
[2021-11-22 17:00:34 main:574] : INFO : Epoch 1558 | loss: 0.0310195 | val_loss: 0.0312839 | Time: 3008.23 ms
[2021-11-22 17:00:37 main:574] : INFO : Epoch 1559 | loss: 0.031017 | val_loss: 0.0312763 | Time: 3035.92 ms
[2021-11-22 17:00:40 main:574] : INFO : Epoch 1560 | loss: 0.0310191 | val_loss: 0.0312772 | Time: 3035.45 ms
[2021-11-22 17:00:43 main:574] : INFO : Epoch 1561 | loss: 0.0310155 | val_loss: 0.031286 | Time: 3012.1 ms
[2021-11-22 17:00:46 main:574] : INFO : Epoch 1562 | loss: 0.0310153 | val_loss: 0.0312922 | Time: 3042.44 ms
[2021-11-22 17:00:49 main:574] : INFO : Epoch 1563 | loss: 0.0310143 | val_loss: 0.0312695 | Time: 3058.46 ms
[2021-11-22 17:00:52 main:574] : INFO : Epoch 1564 | loss: 0.0310104 | val_loss: 0.031281 | Time: 3023.46 ms
[2021-11-22 17:00:55 main:574] : INFO : Epoch 1565 | loss: 0.0310192 | val_loss: 0.0312829 | Time: 3114.72 ms
[2021-11-22 17:00:58 main:574] : INFO : Epoch 1566 | loss: 0.0310195 | val_loss: 0.0312642 | Time: 3093.31 ms
[2021-11-22 17:01:01 main:574] : INFO : Epoch 1567 | loss: 0.0310204 | val_loss: 0.0312661 | Time: 3012.99 ms
[2021-11-22 17:01:04 main:574] : INFO : Epoch 1568 | loss: 0.031021 | val_loss: 0.0312812 | Time: 3069.57 ms
[2021-11-22 17:01:07 main:574] : INFO : Epoch 1569 | loss: 0.0310226 | val_loss: 0.0312787 | Time: 3039.68 ms
[2021-11-22 17:01:10 main:574] : INFO : Epoch 1570 | loss: 0.0310238 | val_loss: 0.0312708 | Time: 3018.73 ms
[2021-11-22 17:01:13 main:574] : INFO : Epoch 1571 | loss: 0.0310468 | val_loss: 0.0312768 | Time: 3028.29 ms
[2021-11-22 17:01:16 main:574] : INFO : Epoch 1572 | loss: 0.0310358 | val_loss: 0.0312902 | Time: 3041.13 ms
[2021-11-22 17:01:19 main:574] : INFO : Epoch 1573 | loss: 0.0310216 | val_loss: 0.031272 | Time: 3013.58 ms
[2021-11-22 17:01:22 main:574] : INFO : Epoch 1574 | loss: 0.0310139 | val_loss: 0.0312654 | Time: 3023.22 ms
[2021-11-22 17:01:25 main:574] : INFO : Epoch 1575 | loss: 0.0310138 | val_loss: 0.0312739 | Time: 3011.4 ms
[2021-11-22 17:01:28 main:574] : INFO : Epoch 1576 | loss: 0.0310115 | val_loss: 0.0312874 | Time: 3021 ms
[2021-11-22 17:01:31 main:574] : INFO : Epoch 1577 | loss: 0.0310174 | val_loss: 0.031295 | Time: 3014.29 ms
[2021-11-22 17:01:34 main:574] : INFO : Epoch 1578 | loss: 0.0310308 | val_loss: 0.0312851 | Time: 3090.04 ms
[2021-11-22 17:01:37 main:574] : INFO : Epoch 1579 | loss: 0.0310249 | val_loss: 0.0312703 | Time: 3038.72 ms
[2021-11-22 17:01:41 main:574] : INFO : Epoch 1580 | loss: 0.0310183 | val_loss: 0.0312914 | Time: 3067.74 ms
[2021-11-22 17:01:44 main:574] : INFO : Epoch 1581 | loss: 0.0310207 | val_loss: 0.0312583 | Time: 3053.45 ms
[2021-11-22 17:01:47 main:574] : INFO : Epoch 1582 | loss: 0.0310365 | val_loss: 0.0312774 | Time: 3044.07 ms
[2021-11-22 17:01:50 main:574] : INFO : Epoch 1583 | loss: 0.0310204 | val_loss: 0.0312834 | Time: 3055.57 ms
[2021-11-22 17:01:53 main:574] : INFO : Epoch 1584 | loss: 0.0310205 | val_loss: 0.0312931 | Time: 3067.35 ms
[2021-11-22 17:01:56 main:574] : INFO : Epoch 1585 | loss: 0.0310212 | val_loss: 0.0313113 | Time: 3054.88 ms
[2021-11-22 17:01:59 main:574] : INFO : Epoch 1586 | loss: 0.03103 | val_loss: 0.0312554 | Time: 3074.74 ms
[2021-11-22 17:02:02 main:574] : INFO : Epoch 1587 | loss: 0.0310353 | val_loss: 0.0312689 | Time: 3036.66 ms
[2021-11-22 17:02:05 main:574] : INFO : Epoch 1588 | loss: 0.0310221 | val_loss: 0.0312732 | Time: 3054.71 ms
[2021-11-22 17:02:08 main:574] : INFO : Epoch 1589 | loss: 0.0310173 | val_loss: 0.0312942 | Time: 3053.54 ms
[2021-11-22 17:02:11 main:574] : INFO : Epoch 1590 | loss: 0.0310184 | val_loss: 0.0312681 | Time: 3102.07 ms
[2021-11-22 17:02:14 main:574] : INFO : Epoch 1591 | loss: 0.0310236 | val_loss: 0.0312696 | Time: 3018.34 ms
[2021-11-22 17:02:17 main:574] : INFO : Epoch 1592 | loss: 0.0310183 | val_loss: 0.0312821 | Time: 3029.87 ms
[2021-11-22 17:02:20 main:574] : INFO : Epoch 1593 | loss: 0.0310128 | val_loss: 0.0312752 | Time: 3025.05 ms
[2021-11-22 17:02:23 main:574] : INFO : Epoch 1594 | loss: 0.031012 | val_loss: 0.0312718 | Time: 3009.2 ms
[2021-11-22 17:02:26 main:574] : INFO : Epoch 1595 | loss: 0.031042 | val_loss: 0.0312598 | Time: 3013.52 ms
[2021-11-22 17:02:29 main:574] : INFO : Epoch 1596 | loss: 0.0310518 | val_loss: 0.0312801 | Time: 3011.08 ms
[2021-11-22 17:02:32 main:574] : INFO : Epoch 1597 | loss: 0.0310336 | val_loss: 0.0312821 | Time: 3011.99 ms
[2021-11-22 17:02:35 main:574] : INFO : Epoch 1598 | loss: 0.0310205 | val_loss: 0.0312811 | Time: 3006.74 ms
[2021-11-22 17:02:38 main:574] : INFO : Epoch 1599 | loss: 0.0310144 | val_loss: 0.0312951 | Time: 3008.27 ms
[2021-11-22 17:02:41 main:574] : INFO : Epoch 1600 | loss: 0.0310123 | val_loss: 0.0312737 | Time: 3013.45 ms
[2021-11-22 17:02:44 main:574] : INFO : Epoch 1601 | loss: 0.0310164 | val_loss: 0.0312715 | Time: 3012.02 ms
[2021-11-22 17:02:47 main:574] : INFO : Epoch 1602 | loss: 0.0310192 | val_loss: 0.0312787 | Time: 3013.32 ms
[2021-11-22 17:02:50 main:574] : INFO : Epoch 1603 | loss: 0.031016 | val_loss: 0.0312806 | Time: 3000.72 ms
[2021-11-22 17:02:53 main:574] : INFO : Epoch 1604 | loss: 0.0310126 | val_loss: 0.0312756 | Time: 3006.18 ms
[2021-11-22 17:02:56 main:574] : INFO : Epoch 1605 | loss: 0.0310144 | val_loss: 0.0312779 | Time: 3012.34 ms
[2021-11-22 17:03:00 main:574] : INFO : Epoch 1606 | loss: 0.0310127 | val_loss: 0.0312744 | Time: 3053.14 ms
[2021-11-22 17:03:03 main:574] : INFO : Epoch 1607 | loss: 0.0310146 | val_loss: 0.0313028 | Time: 3012.49 ms
[2021-11-22 17:03:06 main:574] : INFO : Epoch 1608 | loss: 0.0310133 | val_loss: 0.0312767 | Time: 3008.29 ms
[2021-11-22 17:03:09 main:574] : INFO : Epoch 1609 | loss: 0.031012 | val_loss: 0.031297 | Time: 3061.37 ms
[2021-11-22 17:03:12 main:574] : INFO : Epoch 1610 | loss: 0.0310152 | val_loss: 0.0312696 | Time: 3028.08 ms
[2021-11-22 17:03:15 main:574] : INFO : Epoch 1611 | loss: 0.0310151 | val_loss: 0.0312871 | Time: 3029.67 ms
[2021-11-22 17:03:18 main:574] : INFO : Epoch 1612 | loss: 0.0310129 | val_loss: 0.0312732 | Time: 3016.63 ms
[2021-11-22 17:03:21 main:574] : INFO : Epoch 1613 | loss: 0.0310115 | val_loss: 0.0312796 | Time: 3020.63 ms
[2021-11-22 17:03:24 main:574] : INFO : Epoch 1614 | loss: 0.0310132 | val_loss: 0.0313074 | Time: 3012.62 ms
[2021-11-22 17:03:27 main:574] : INFO : Epoch 1615 | loss: 0.0310128 | val_loss: 0.0312825 | Time: 3009.35 ms
[2021-11-22 17:03:30 main:574] : INFO : Epoch 1616 | loss: 0.0310101 | val_loss: 0.031301 | Time: 3014.65 ms
[2021-11-22 17:03:33 main:574] : INFO : Epoch 1617 | loss: 0.0310147 | val_loss: 0.0312711 | Time: 3025.22 ms
[2021-11-22 17:03:36 main:574] : INFO : Epoch 1618 | loss: 0.0310271 | val_loss: 0.0312842 | Time: 3013.74 ms
[2021-11-22 17:03:39 main:574] : INFO : Epoch 1619 | loss: 0.0310195 | val_loss: 0.0312758 | Time: 3011.52 ms
[2021-11-22 17:03:42 main:574] : INFO : Epoch 1620 | loss: 0.0310136 | val_loss: 0.0313119 | Time: 3023.36 ms
[2021-11-22 17:03:45 main:574] : INFO : Epoch 1621 | loss: 0.0310118 | val_loss: 0.0312778 | Time: 3009.8 ms
[2021-11-22 17:03:48 main:574] : INFO : Epoch 1622 | loss: 0.0310126 | val_loss: 0.0312905 | Time: 3002.21 ms
[2021-11-22 17:03:51 main:574] : INFO : Epoch 1623 | loss: 0.0310157 | val_loss: 0.0312909 | Time: 3005.98 ms
[2021-11-22 17:03:54 main:574] : INFO : Epoch 1624 | loss: 0.0310222 | val_loss: 0.0312673 | Time: 3005.9 ms
[2021-11-22 17:03:57 main:574] : INFO : Epoch 1625 | loss: 0.0310269 | val_loss: 0.0312936 | Time: 3012.14 ms
[2021-11-22 17:04:00 main:574] : INFO : Epoch 1626 | loss: 0.0310228 | val_loss: 0.031275 | Time: 3024.07 ms
[2021-11-22 17:04:03 main:574] : INFO : Epoch 1627 | loss: 0.0310148 | val_loss: 0.0312774 | Time: 3014.56 ms
[2021-11-22 17:04:06 main:574] : INFO : Epoch 1628 | loss: 0.0310165 | val_loss: 0.031292 | Time: 3014.74 ms
[2021-11-22 17:04:09 main:574] : INFO : Epoch 1629 | loss: 0.0310148 | val_loss: 0.0312683 | Time: 3009.72 ms
[2021-11-22 17:04:12 main:574] : INFO : Epoch 1630 | loss: 0.0310176 | val_loss: 0.0312611 | Time: 3036.45 ms
[2021-11-22 17:04:15 main:574] : INFO : Epoch 1631 | loss: 0.0310143 | val_loss: 0.0312777 | Time: 3068.92 ms
[2021-11-22 17:04:18 main:574] : INFO : Epoch 1632 | loss: 0.0310093 | val_loss: 0.0312876 | Time: 3008.27 ms
[2021-11-22 17:04:21 main:574] : INFO : Epoch 1633 | loss: 0.0310197 | val_loss: 0.0312844 | Time: 3008.58 ms
[2021-11-22 17:04:24 main:574] : INFO : Epoch 1634 | loss: 0.0310201 | val_loss: 0.0312608 | Time: 3012.33 ms
[2021-11-22 17:04:27 main:574] : INFO : Epoch 1635 | loss: 0.0310132 | val_loss: 0.0312772 | Time: 3004.4 ms
[2021-11-22 17:04:30 main:574] : INFO : Epoch 1636 | loss: 0.0310099 | val_loss: 0.0312792 | Time: 3007.23 ms
[2021-11-22 17:04:33 main:574] : INFO : Epoch 1637 | loss: 0.0310194 | val_loss: 0.0312983 | Time: 3011.35 ms
[2021-11-22 17:04:36 main:574] : INFO : Epoch 1638 | loss: 0.0310153 | val_loss: 0.0312811 | Time: 3009.63 ms
[2021-11-22 17:04:39 main:574] : INFO : Epoch 1639 | loss: 0.0310124 | val_loss: 0.0312772 | Time: 3007.54 ms
[2021-11-22 17:04:42 main:574] : INFO : Epoch 1640 | loss: 0.0310105 | val_loss: 0.0312833 | Time: 3012.45 ms
[2021-11-22 17:04:45 main:574] : INFO : Epoch 1641 | loss: 0.031014 | val_loss: 0.0312731 | Time: 3014.39 ms
[2021-11-22 17:04:48 main:574] : INFO : Epoch 1642 | loss: 0.0310164 | val_loss: 0.0312951 | Time: 3011.24 ms
[2021-11-22 17:04:51 main:574] : INFO : Epoch 1643 | loss: 0.0310174 | val_loss: 0.0312878 | Time: 3012.4 ms
[2021-11-22 17:04:54 main:574] : INFO : Epoch 1644 | loss: 0.0310263 | val_loss: 0.0312757 | Time: 3004.81 ms
[2021-11-22 17:04:57 main:574] : INFO : Epoch 1645 | loss: 0.0310187 | val_loss: 0.0312749 | Time: 3008 ms
[2021-11-22 17:05:00 main:574] : INFO : Epoch 1646 | loss: 0.0310118 | val_loss: 0.0312726 | Time: 3009.48 ms
[2021-11-22 17:05:03 main:574] : INFO : Epoch 1647 | loss: 0.0310153 | val_loss: 0.0312832 | Time: 3011.78 ms
[2021-11-22 17:05:06 main:574] : INFO : Epoch 1648 | loss: 0.03102 | val_loss: 0.0312807 | Time: 3085.98 ms
[2021-11-22 17:05:09 main:574] : INFO : Epoch 1649 | loss: 0.0310174 | val_loss: 0.031267 | Time: 3060.32 ms
[2021-11-22 17:05:13 main:574] : INFO : Epoch 1650 | loss: 0.0310164 | val_loss: 0.0312684 | Time: 3088.38 ms
[2021-11-22 17:05:16 main:574] : INFO : Epoch 1651 | loss: 0.0310222 | val_loss: 0.031272 | Time: 3064.37 ms
[2021-11-22 17:05:19 main:574] : INFO : Epoch 1652 | loss: 0.0310167 | val_loss: 0.0312941 | Time: 3180.32 ms
[2021-11-22 17:05:22 main:574] : INFO : Epoch 1653 | loss: 0.0310155 | val_loss: 0.0312697 | Time: 3240.63 ms
[2021-11-22 17:05:25 main:574] : INFO : Epoch 1654 | loss: 0.0310195 | val_loss: 0.0312991 | Time: 3017.68 ms
[2021-11-22 17:05:28 main:574] : INFO : Epoch 1655 | loss: 0.0310068 | val_loss: 0.0312877 | Time: 3072.54 ms
[2021-11-22 17:05:31 main:574] : INFO : Epoch 1656 | loss: 0.0310147 | val_loss: 0.0312782 | Time: 3121.95 ms
[2021-11-22 17:05:34 main:574] : INFO : Epoch 1657 | loss: 0.0310171 | val_loss: 0.0312647 | Time: 3049.68 ms
[2021-11-22 17:05:37 main:574] : INFO : Epoch 1658 | loss: 0.031021 | val_loss: 0.0312762 | Time: 3083.07 ms
[2021-11-22 17:05:41 main:574] : INFO : Epoch 1659 | loss: 0.0310172 | val_loss: 0.0312768 | Time: 3100.1 ms
[2021-11-22 17:05:44 main:574] : INFO : Epoch 1660 | loss: 0.0310172 | val_loss: 0.0312783 | Time: 3086.79 ms
[2021-11-22 17:05:47 main:574] : INFO : Epoch 1661 | loss: 0.0310142 | val_loss: 0.0312914 | Time: 3038.15 ms
[2021-11-22 17:05:50 main:574] : INFO : Epoch 1662 | loss: 0.0310192 | val_loss: 0.0313028 | Time: 3044.13 ms
[2021-11-22 17:05:53 main:574] : INFO : Epoch 1663 | loss: 0.0310135 | val_loss: 0.0312615 | Time: 3011.88 ms
[2021-11-22 17:05:56 main:574] : INFO : Epoch 1664 | loss: 0.0310221 | val_loss: 0.0312722 | Time: 3026.22 ms
[2021-11-22 17:05:59 main:574] : INFO : Epoch 1665 | loss: 0.031024 | val_loss: 0.0312784 | Time: 3025.63 ms
[2021-11-22 17:06:02 main:574] : INFO : Epoch 1666 | loss: 0.0310144 | val_loss: 0.0312842 | Time: 3225.51 ms
[2021-11-22 17:06:05 main:574] : INFO : Epoch 1667 | loss: 0.0310168 | val_loss: 0.0312593 | Time: 3273.91 ms
[2021-11-22 17:06:08 main:574] : INFO : Epoch 1668 | loss: 0.031014 | val_loss: 0.0312806 | Time: 3039.21 ms
[2021-11-22 17:06:11 main:574] : INFO : Epoch 1669 | loss: 0.0310137 | val_loss: 0.0312763 | Time: 3093.52 ms
[2021-11-22 17:06:15 main:574] : INFO : Epoch 1670 | loss: 0.0310307 | val_loss: 0.0312639 | Time: 3093.49 ms
[2021-11-22 17:06:18 main:574] : INFO : Epoch 1671 | loss: 0.0310348 | val_loss: 0.0312716 | Time: 3021.39 ms
[2021-11-22 17:06:21 main:574] : INFO : Epoch 1672 | loss: 0.0310325 | val_loss: 0.0312686 | Time: 3066.54 ms
[2021-11-22 17:06:24 main:574] : INFO : Epoch 1673 | loss: 0.0310346 | val_loss: 0.0312799 | Time: 3035.86 ms
[2021-11-22 17:06:27 main:574] : INFO : Epoch 1674 | loss: 0.0310355 | val_loss: 0.0312732 | Time: 3034.58 ms
[2021-11-22 17:06:30 main:574] : INFO : Epoch 1675 | loss: 0.031021 | val_loss: 0.0312877 | Time: 3052.21 ms
[2021-11-22 17:06:33 main:574] : INFO : Epoch 1676 | loss: 0.0310142 | val_loss: 0.0313012 | Time: 3068.02 ms
[2021-11-22 17:06:36 main:574] : INFO : Epoch 1677 | loss: 0.0310096 | val_loss: 0.0312743 | Time: 3031.78 ms
[2021-11-22 17:06:39 main:574] : INFO : Epoch 1678 | loss: 0.0310074 | val_loss: 0.0313136 | Time: 3010.14 ms
[2021-11-22 17:06:42 main:574] : INFO : Epoch 1679 | loss: 0.0310149 | val_loss: 0.0312708 | Time: 3020.36 ms
[2021-11-22 17:06:45 main:574] : INFO : Epoch 1680 | loss: 0.0310204 | val_loss: 0.0312828 | Time: 3000.89 ms
[2021-11-22 17:06:48 main:574] : INFO : Epoch 1681 | loss: 0.0310151 | val_loss: 0.0312759 | Time: 3009.27 ms
[2021-11-22 17:06:51 main:574] : INFO : Epoch 1682 | loss: 0.0310069 | val_loss: 0.0313032 | Time: 3015.98 ms
[2021-11-22 17:06:54 main:574] : INFO : Epoch 1683 | loss: 0.0310155 | val_loss: 0.0312886 | Time: 3013.13 ms
[2021-11-22 17:06:57 main:574] : INFO : Epoch 1684 | loss: 0.031014 | val_loss: 0.0312967 | Time: 3015.69 ms
[2021-11-22 17:07:00 main:574] : INFO : Epoch 1685 | loss: 0.031018 | val_loss: 0.0312807 | Time: 3011.29 ms
[2021-11-22 17:07:03 main:574] : INFO : Epoch 1686 | loss: 0.0310207 | val_loss: 0.0312661 | Time: 3016.94 ms
[2021-11-22 17:07:06 main:574] : INFO : Epoch 1687 | loss: 0.0310127 | val_loss: 0.0312657 | Time: 3010.36 ms
[2021-11-22 17:07:09 main:574] : INFO : Epoch 1688 | loss: 0.0310186 | val_loss: 0.0312961 | Time: 3006.14 ms
[2021-11-22 17:07:12 main:574] : INFO : Epoch 1689 | loss: 0.0310138 | val_loss: 0.0312892 | Time: 3028.91 ms
[2021-11-22 17:07:15 main:574] : INFO : Epoch 1690 | loss: 0.0310194 | val_loss: 0.0312835 | Time: 3020.33 ms
[2021-11-22 17:07:18 main:574] : INFO : Epoch 1691 | loss: 0.0310143 | val_loss: 0.0312938 | Time: 3011.11 ms
[2021-11-22 17:07:21 main:574] : INFO : Epoch 1692 | loss: 0.0310165 | val_loss: 0.0312774 | Time: 3005.24 ms
[2021-11-22 17:07:24 main:574] : INFO : Epoch 1693 | loss: 0.0310139 | val_loss: 0.0312855 | Time: 3004.92 ms
[2021-11-22 17:07:27 main:574] : INFO : Epoch 1694 | loss: 0.0310166 | val_loss: 0.0312723 | Time: 3007.7 ms
[2021-11-22 17:07:30 main:574] : INFO : Epoch 1695 | loss: 0.0310157 | val_loss: 0.0312743 | Time: 3003.61 ms
[2021-11-22 17:07:33 main:574] : INFO : Epoch 1696 | loss: 0.0310097 | val_loss: 0.0312962 | Time: 3011.98 ms
[2021-11-22 17:07:36 main:574] : INFO : Epoch 1697 | loss: 0.0310097 | val_loss: 0.0312763 | Time: 3008.05 ms
[2021-11-22 17:07:39 main:574] : INFO : Epoch 1698 | loss: 0.0310147 | val_loss: 0.031274 | Time: 3005.87 ms
[2021-11-22 17:07:42 main:574] : INFO : Epoch 1699 | loss: 0.0310172 | val_loss: 0.0312874 | Time: 3008.62 ms
[2021-11-22 17:07:45 main:574] : INFO : Epoch 1700 | loss: 0.0310386 | val_loss: 0.0312855 | Time: 3004.87 ms
[2021-11-22 17:07:48 main:574] : INFO : Epoch 1701 | loss: 0.031036 | val_loss: 0.0312601 | Time: 3007.49 ms
[2021-11-22 17:07:51 main:574] : INFO : Epoch 1702 | loss: 0.031023 | val_loss: 0.0312739 | Time: 3008.18 ms
[2021-11-22 17:07:54 main:574] : INFO : Epoch 1703 | loss: 0.0310148 | val_loss: 0.0312854 | Time: 3006.85 ms
[2021-11-22 17:07:57 main:574] : INFO : Epoch 1704 | loss: 0.0310199 | val_loss: 0.0312575 | Time: 3016.39 ms
[2021-11-22 17:08:00 main:574] : INFO : Epoch 1705 | loss: 0.0310172 | val_loss: 0.0312876 | Time: 3009.52 ms
[2021-11-22 17:08:03 main:574] : INFO : Epoch 1706 | loss: 0.0310187 | val_loss: 0.0312637 | Time: 3001.79 ms
[2021-11-22 17:08:06 main:574] : INFO : Epoch 1707 | loss: 0.0310131 | val_loss: 0.0312825 | Time: 3009.07 ms
[2021-11-22 17:08:09 main:574] : INFO : Epoch 1708 | loss: 0.0310205 | val_loss: 0.0312733 | Time: 3003.39 ms
[2021-11-22 17:08:12 main:574] : INFO : Epoch 1709 | loss: 0.0310221 | val_loss: 0.0312605 | Time: 3012.83 ms
[2021-11-22 17:08:15 main:574] : INFO : Epoch 1710 | loss: 0.0310246 | val_loss: 0.0312759 | Time: 3007.67 ms
[2021-11-22 17:08:18 main:574] : INFO : Epoch 1711 | loss: 0.0310199 | val_loss: 0.031285 | Time: 3010.89 ms
[2021-11-22 17:08:21 main:574] : INFO : Epoch 1712 | loss: 0.0310175 | val_loss: 0.0312859 | Time: 3012.14 ms
[2021-11-22 17:08:24 main:574] : INFO : Epoch 1713 | loss: 0.0310182 | val_loss: 0.0312749 | Time: 3005.71 ms
[2021-11-22 17:08:27 main:574] : INFO : Epoch 1714 | loss: 0.0310156 | val_loss: 0.0312735 | Time: 3013.15 ms
[2021-11-22 17:08:30 main:574] : INFO : Epoch 1715 | loss: 0.03102 | val_loss: 0.0312654 | Time: 3003.15 ms
[2021-11-22 17:08:33 main:574] : INFO : Epoch 1716 | loss: 0.0310203 | val_loss: 0.031261 | Time: 3011.13 ms
[2021-11-22 17:08:36 main:574] : INFO : Epoch 1717 | loss: 0.0310113 | val_loss: 0.0312953 | Time: 3015.27 ms
[2021-11-22 17:08:39 main:574] : INFO : Epoch 1718 | loss: 0.0310136 | val_loss: 0.0312732 | Time: 3018.62 ms
[2021-11-22 17:08:42 main:574] : INFO : Epoch 1719 | loss: 0.0310163 | val_loss: 0.0312737 | Time: 3013.29 ms
[2021-11-22 17:08:45 main:574] : INFO : Epoch 1720 | loss: 0.031028 | val_loss: 0.0312637 | Time: 3004.17 ms
[2021-11-22 17:08:48 main:574] : INFO : Epoch 1721 | loss: 0.0310298 | val_loss: 0.0312691 | Time: 3006.54 ms
[2021-11-22 17:08:51 main:574] : INFO : Epoch 1722 | loss: 0.0310252 | val_loss: 0.031284 | Time: 3010.42 ms
[2021-11-22 17:08:54 main:574] : INFO : Epoch 1723 | loss: 0.031021 | val_loss: 0.0312757 | Time: 3000.93 ms
[2021-11-22 17:08:57 main:574] : INFO : Epoch 1724 | loss: 0.0310126 | val_loss: 0.0312804 | Time: 3005.36 ms
[2021-11-22 17:09:00 main:574] : INFO : Epoch 1725 | loss: 0.0310261 | val_loss: 0.0312854 | Time: 3012.58 ms
[2021-11-22 17:09:04 main:574] : INFO : Epoch 1726 | loss: 0.0310207 | val_loss: 0.0312886 | Time: 3010.49 ms
[2021-11-22 17:09:07 main:574] : INFO : Epoch 1727 | loss: 0.031012 | val_loss: 0.0313125 | Time: 3005.85 ms
[2021-11-22 17:09:10 main:574] : INFO : Epoch 1728 | loss: 0.0310079 | val_loss: 0.0312852 | Time: 3005.65 ms
[2021-11-22 17:09:13 main:574] : INFO : Epoch 1729 | loss: 0.0310091 | val_loss: 0.0313029 | Time: 3011.63 ms
[2021-11-22 17:09:16 main:574] : INFO : Epoch 1730 | loss: 0.031006 | val_loss: 0.0312953 | Time: 3010.98 ms
[2021-11-22 17:09:19 main:574] : INFO : Epoch 1731 | loss: 0.031013 | val_loss: 0.0312877 | Time: 3006 ms
[2021-11-22 17:09:22 main:574] : INFO : Epoch 1732 | loss: 0.0310165 | val_loss: 0.0312684 | Time: 3017.29 ms
[2021-11-22 17:09:25 main:574] : INFO : Epoch 1733 | loss: 0.0310225 | val_loss: 0.0312678 | Time: 3004.83 ms
[2021-11-22 17:09:28 main:574] : INFO : Epoch 1734 | loss: 0.0310257 | val_loss: 0.0312634 | Time: 3006.7 ms
[2021-11-22 17:09:31 main:574] : INFO : Epoch 1735 | loss: 0.0310312 | val_loss: 0.0312879 | Time: 3005 ms
[2021-11-22 17:09:34 main:574] : INFO : Epoch 1736 | loss: 0.0310251 | val_loss: 0.0312692 | Time: 3002.15 ms
[2021-11-22 17:09:37 main:574] : INFO : Epoch 1737 | loss: 0.0310279 | val_loss: 0.0312754 | Time: 3013.19 ms
[2021-11-22 17:09:40 main:574] : INFO : Epoch 1738 | loss: 0.0310215 | val_loss: 0.0312699 | Time: 3010.95 ms
[2021-11-22 17:09:43 main:574] : INFO : Epoch 1739 | loss: 0.0310169 | val_loss: 0.0312873 | Time: 3003.47 ms
[2021-11-22 17:09:46 main:574] : INFO : Epoch 1740 | loss: 0.0310181 | val_loss: 0.0312758 | Time: 3010.63 ms
[2021-11-22 17:09:49 main:574] : INFO : Epoch 1741 | loss: 0.0310165 | val_loss: 0.0312725 | Time: 3008.41 ms
[2021-11-22 17:09:52 main:574] : INFO : Epoch 1742 | loss: 0.0310137 | val_loss: 0.0312818 | Time: 3008.46 ms
[2021-11-22 17:09:55 main:574] : INFO : Epoch 1743 | loss: 0.0310152 | val_loss: 0.0312729 | Time: 3043.93 ms
[2021-11-22 17:09:58 main:574] : INFO : Epoch 1744 | loss: 0.0310252 | val_loss: 0.0312753 | Time: 3048.27 ms
[2021-11-22 17:10:01 main:574] : INFO : Epoch 1745 | loss: 0.0310244 | val_loss: 0.0312828 | Time: 3085.09 ms
[2021-11-22 17:10:04 main:574] : INFO : Epoch 1746 | loss: 0.0310241 | val_loss: 0.0312861 | Time: 3089.51 ms
[2021-11-22 17:10:07 main:574] : INFO : Epoch 1747 | loss: 0.0310129 | val_loss: 0.0312792 | Time: 3078.53 ms
[2021-11-22 17:10:10 main:574] : INFO : Epoch 1748 | loss: 0.0310115 | val_loss: 0.031292 | Time: 3068.47 ms
[2021-11-22 17:10:13 main:574] : INFO : Epoch 1749 | loss: 0.0310142 | val_loss: 0.0312946 | Time: 3098.36 ms
[2021-11-22 17:10:16 main:574] : INFO : Epoch 1750 | loss: 0.031014 | val_loss: 0.0312728 | Time: 3045.78 ms
[2021-11-22 17:10:19 main:574] : INFO : Epoch 1751 | loss: 0.0310058 | val_loss: 0.0313054 | Time: 3007.82 ms
[2021-11-22 17:10:22 main:574] : INFO : Epoch 1752 | loss: 0.0310045 | val_loss: 0.0312811 | Time: 3058.69 ms
[2021-11-22 17:10:25 main:574] : INFO : Epoch 1753 | loss: 0.0310093 | val_loss: 0.0312901 | Time: 3088.54 ms
[2021-11-22 17:10:28 main:574] : INFO : Epoch 1754 | loss: 0.0310159 | val_loss: 0.0312762 | Time: 3028.07 ms
[2021-11-22 17:10:32 main:574] : INFO : Epoch 1755 | loss: 0.0310172 | val_loss: 0.0312969 | Time: 3075.06 ms
[2021-11-22 17:10:35 main:574] : INFO : Epoch 1756 | loss: 0.0310113 | val_loss: 0.0312694 | Time: 3009.16 ms
[2021-11-22 17:10:38 main:574] : INFO : Epoch 1757 | loss: 0.0310233 | val_loss: 0.031283 | Time: 3007.13 ms
[2021-11-22 17:10:41 main:574] : INFO : Epoch 1758 | loss: 0.0310228 | val_loss: 0.0312764 | Time: 3010 ms
[2021-11-22 17:10:44 main:574] : INFO : Epoch 1759 | loss: 0.0310207 | val_loss: 0.0312731 | Time: 3002.24 ms
[2021-11-22 17:10:47 main:574] : INFO : Epoch 1760 | loss: 0.0310224 | val_loss: 0.0312764 | Time: 3053.45 ms
[2021-11-22 17:10:50 main:574] : INFO : Epoch 1761 | loss: 0.0310223 | val_loss: 0.0312794 | Time: 3055.38 ms
[2021-11-22 17:10:53 main:574] : INFO : Epoch 1762 | loss: 0.0310257 | val_loss: 0.0312799 | Time: 3075.24 ms
[2021-11-22 17:10:56 main:574] : INFO : Epoch 1763 | loss: 0.031016 | val_loss: 0.0312855 | Time: 3055.49 ms
[2021-11-22 17:10:59 main:574] : INFO : Epoch 1764 | loss: 0.031018 | val_loss: 0.0312649 | Time: 3050.31 ms
[2021-11-22 17:11:02 main:574] : INFO : Epoch 1765 | loss: 0.0310097 | val_loss: 0.0312902 | Time: 3048.76 ms
[2021-11-22 17:11:05 main:574] : INFO : Epoch 1766 | loss: 0.0310139 | val_loss: 0.0312699 | Time: 3040.38 ms
[2021-11-22 17:11:08 main:574] : INFO : Epoch 1767 | loss: 0.0310188 | val_loss: 0.0312809 | Time: 3109.81 ms
[2021-11-22 17:11:11 main:574] : INFO : Epoch 1768 | loss: 0.0310831 | val_loss: 0.0312552 | Time: 3086.89 ms
[2021-11-22 17:11:14 main:574] : INFO : Epoch 1769 | loss: 0.0312785 | val_loss: 0.0312775 | Time: 3083.5 ms
[2021-11-22 17:11:17 main:574] : INFO : Epoch 1770 | loss: 0.0313575 | val_loss: 0.0313812 | Time: 3107.77 ms
[2021-11-22 17:11:20 main:574] : INFO : Epoch 1771 | loss: 0.0314003 | val_loss: 0.0312952 | Time: 3045.86 ms
[2021-11-22 17:11:24 main:574] : INFO : Epoch 1772 | loss: 0.0313328 | val_loss: 0.0312743 | Time: 3049.39 ms
[2021-11-22 17:11:27 main:574] : INFO : Epoch 1773 | loss: 0.0312525 | val_loss: 0.0312333 | Time: 3112.94 ms
[2021-11-22 17:11:30 main:574] : INFO : Epoch 1774 | loss: 0.0312246 | val_loss: 0.03122 | Time: 3102.65 ms
[2021-11-22 17:11:33 main:574] : INFO : Epoch 1775 | loss: 0.0312118 | val_loss: 0.0312161 | Time: 3017.14 ms
[2021-11-22 17:11:36 main:574] : INFO : Epoch 1776 | loss: 0.0312031 | val_loss: 0.0312028 | Time: 3007.47 ms
[2021-11-22 17:11:39 main:574] : INFO : Epoch 1777 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 3009.6 ms
[2021-11-22 17:11:42 main:574] : INFO : Epoch 1778 | loss: 0.0311881 | val_loss: 0.0311938 | Time: 3008.23 ms
[2021-11-22 17:11:45 main:574] : INFO : Epoch 1779 | loss: 0.0311834 | val_loss: 0.0311906 | Time: 2997.86 ms
[2021-11-22 17:11:48 main:574] : INFO : Epoch 1780 | loss: 0.0311806 | val_loss: 0.0311902 | Time: 3005.75 ms
[2021-11-22 17:11:51 main:574] : INFO : Epoch 1781 | loss: 0.031177 | val_loss: 0.0311886 | Time: 3008.78 ms
[2021-11-22 17:11:54 main:574] : INFO : Epoch 1782 | loss: 0.0311797 | val_loss: 0.0311877 | Time: 3012.94 ms
[2021-11-22 17:11:57 main:574] : INFO : Epoch 1783 | loss: 0.0311747 | val_loss: 0.0311879 | Time: 2999.69 ms
[2021-11-22 17:12:00 main:574] : INFO : Epoch 1784 | loss: 0.0311712 | val_loss: 0.0311878 | Time: 3019.28 ms
[2021-11-22 17:12:03 main:574] : INFO : Epoch 1785 | loss: 0.0311686 | val_loss: 0.0311867 | Time: 3009.11 ms
[2021-11-22 17:12:06 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.0311851 | Time: 3011.96 ms
[2021-11-22 17:12:09 main:574] : INFO : Epoch 1787 | loss: 0.0311703 | val_loss: 0.031198 | Time: 3003.21 ms
[2021-11-22 17:12:12 main:574] : INFO : Epoch 1788 | loss: 0.0311685 | val_loss: 0.0311846 | Time: 3016.25 ms
[2021-11-22 17:12:15 main:574] : INFO : Epoch 1789 | loss: 0.0311634 | val_loss: 0.0311858 | Time: 3008.47 ms
[2021-11-22 17:12:18 main:574] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311855 | Time: 3015.16 ms
[2021-11-22 17:12:21 main:574] : INFO : Epoch 1791 | loss: 0.0311623 | val_loss: 0.0311871 | Time: 3010.65 ms
[2021-11-22 17:12:24 main:574] : INFO : Epoch 1792 | loss: 0.0311608 | val_loss: 0.0311852 | Time: 3005.65 ms
[2021-11-22 17:12:27 main:574] : INFO : Epoch 1793 | loss: 0.0311618 | val_loss: 0.0311899 | Time: 3011.52 ms
[2021-11-22 17:12:30 main:574] : INFO : Epoch 1794 | loss: 0.031159 | val_loss: 0.0311886 | Time: 3018.17 ms
[2021-11-22 17:12:33 main:574] : INFO : Epoch 1795 | loss: 0.0311591 | val_loss: 0.0311895 | Time: 3008.49 ms
[2021-11-22 17:12:36 main:574] : INFO : Epoch 1796 | loss: 0.0311574 | val_loss: 0.0311921 | Time: 3011.31 ms
[2021-11-22 17:12:39 main:574] : INFO : Epoch 1797 | loss: 0.0311558 | val_loss: 0.0311851 | Time: 3009.8 ms
[2021-11-22 17:12:42 main:574] : INFO : Epoch 1798 | loss: 0.031157 | val_loss: 0.0311918 | Time: 3009.5 ms
[2021-11-22 17:12:45 main:574] : INFO : Epoch 1799 | loss: 0.0311545 | val_loss: 0.0311907 | Time: 3002.81 ms
[2021-11-22 17:12:48 main:574] : INFO : Epoch 1800 | loss: 0.031152 | val_loss: 0.0311915 | Time: 3002.13 ms
[2021-11-22 17:12:51 main:574] : INFO : Epoch 1801 | loss: 0.0311516 | val_loss: 0.0311917 | Time: 3001.61 ms
[2021-11-22 17:12:54 main:574] : INFO : Epoch 1802 | loss: 0.0311533 | val_loss: 0.0311959 | Time: 3013.82 ms
[2021-11-22 17:12:57 main:574] : INFO : Epoch 1803 | loss: 0.0311571 | val_loss: 0.0311894 | Time: 3004.95 ms
[2021-11-22 17:13:00 main:574] : INFO : Epoch 1804 | loss: 0.0311513 | val_loss: 0.0311914 | Time: 3004.61 ms
[2021-11-22 17:13:03 main:574] : INFO : Epoch 1805 | loss: 0.0311499 | val_loss: 0.0311896 | Time: 3004.7 ms
[2021-11-22 17:13:06 main:574] : INFO : Epoch 1806 | loss: 0.0311477 | val_loss: 0.0311954 | Time: 3001.36 ms
[2021-11-22 17:13:09 main:574] : INFO : Epoch 1807 | loss: 0.031148 | val_loss: 0.0311889 | Time: 3003.06 ms
[2021-11-22 17:13:12 main:574] : INFO : Epoch 1808 | loss: 0.0311487 | val_loss: 0.0311969 | Time: 3007.79 ms
[2021-11-22 17:13:15 main:574] : INFO : Epoch 1809 | loss: 0.0311467 | val_loss: 0.0311953 | Time: 3043.44 ms
[2021-11-22 17:13:18 main:574] : INFO : Epoch 1810 | loss: 0.0311461 | val_loss: 0.0311908 | Time: 3061.82 ms
[2021-11-22 17:13:21 main:574] : INFO : Epoch 1811 | loss: 0.0311444 | val_loss: 0.0311912 | Time: 3096.88 ms
[2021-11-22 17:13:24 main:574] : INFO : Epoch 1812 | loss: 0.031145 | val_loss: 0.0312002 | Time: 3105.87 ms
[2021-11-22 17:13:28 main:574] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311926 | Time: 3110.7 ms
[2021-11-22 17:13:31 main:574] : INFO : Epoch 1814 | loss: 0.031147 | val_loss: 0.0311893 | Time: 3047.33 ms
[2021-11-22 17:13:34 main:574] : INFO : Epoch 1815 | loss: 0.0311548 | val_loss: 0.0311891 | Time: 3005.64 ms
[2021-11-22 17:13:37 main:574] : INFO : Epoch 1816 | loss: 0.0311599 | val_loss: 0.0311941 | Time: 3019.4 ms
[2021-11-22 17:13:40 main:574] : INFO : Epoch 1817 | loss: 0.0311554 | val_loss: 0.0311918 | Time: 3004.81 ms
[2021-11-22 17:13:43 main:574] : INFO : Epoch 1818 | loss: 0.0311567 | val_loss: 0.0311861 | Time: 3003.93 ms
[2021-11-22 17:13:46 main:574] : INFO : Epoch 1819 | loss: 0.0311536 | val_loss: 0.0311896 | Time: 3071.9 ms
[2021-11-22 17:13:49 main:574] : INFO : Epoch 1820 | loss: 0.0311506 | val_loss: 0.031189 | Time: 3090.94 ms
[2021-11-22 17:13:52 main:574] : INFO : Epoch 1821 | loss: 0.0311471 | val_loss: 0.0311873 | Time: 3097.44 ms
[2021-11-22 17:13:55 main:574] : INFO : Epoch 1822 | loss: 0.0311475 | val_loss: 0.0311914 | Time: 3114.88 ms
[2021-11-22 17:13:58 main:574] : INFO : Epoch 1823 | loss: 0.0311496 | val_loss: 0.0311925 | Time: 3061.46 ms
[2021-11-22 17:14:01 main:574] : INFO : Epoch 1824 | loss: 0.0311494 | val_loss: 0.0311907 | Time: 3066.82 ms
[2021-11-22 17:14:04 main:574] : INFO : Epoch 1825 | loss: 0.031149 | val_loss: 0.0311923 | Time: 3010.36 ms
[2021-11-22 17:14:07 main:574] : INFO : Epoch 1826 | loss: 0.0311444 | val_loss: 0.0311921 | Time: 3004.51 ms
[2021-11-22 17:14:10 main:574] : INFO : Epoch 1827 | loss: 0.0311423 | val_loss: 0.0311925 | Time: 3011.4 ms
[2021-11-22 17:14:13 main:574] : INFO : Epoch 1828 | loss: 0.0311404 | val_loss: 0.031202 | Time: 3002.65 ms
[2021-11-22 17:14:16 main:574] : INFO : Epoch 1829 | loss: 0.0311439 | val_loss: 0.0311956 | Time: 3007.47 ms
[2021-11-22 17:14:19 main:574] : INFO : Epoch 1830 | loss: 0.0311442 | val_loss: 0.0311997 | Time: 3016.38 ms
[2021-11-22 17:14:22 main:574] : INFO : Epoch 1831 | loss: 0.0311438 | val_loss: 0.0311897 | Time: 3005.32 ms
[2021-11-22 17:14:25 main:574] : INFO : Epoch 1832 | loss: 0.0311447 | val_loss: 0.031195 | Time: 3009.96 ms
[2021-11-22 17:14:28 main:574] : INFO : Epoch 1833 | loss: 0.0311467 | val_loss: 0.0311937 | Time: 3015.32 ms
[2021-11-22 17:14:31 main:574] : INFO : Epoch 1834 | loss: 0.0311397 | val_loss: 0.0311938 | Time: 3019.25 ms
[2021-11-22 17:14:34 main:574] : INFO : Epoch 1835 | loss: 0.0311398 | val_loss: 0.0311962 | Time: 3006.81 ms
[2021-11-22 17:14:37 main:574] : INFO : Epoch 1836 | loss: 0.03114 | val_loss: 0.031198 | Time: 3012.54 ms
[2021-11-22 17:14:40 main:574] : INFO : Epoch 1837 | loss: 0.0311408 | val_loss: 0.031191 | Time: 3012.66 ms
[2021-11-22 17:14:43 main:574] : INFO : Epoch 1838 | loss: 0.0311411 | val_loss: 0.0311926 | Time: 3012.03 ms
[2021-11-22 17:14:46 main:574] : INFO : Epoch 1839 | loss: 0.0311394 | val_loss: 0.0312019 | Time: 3003.69 ms
[2021-11-22 17:14:49 main:574] : INFO : Epoch 1840 | loss: 0.0311395 | val_loss: 0.0311953 | Time: 3006.33 ms
[2021-11-22 17:14:52 main:574] : INFO : Epoch 1841 | loss: 0.0311381 | val_loss: 0.0312014 | Time: 3008.33 ms
[2021-11-22 17:14:55 main:574] : INFO : Epoch 1842 | loss: 0.0311395 | val_loss: 0.0311942 | Time: 3008.2 ms
[2021-11-22 17:14:58 main:574] : INFO : Epoch 1843 | loss: 0.0311367 | val_loss: 0.0311931 | Time: 3000.35 ms
[2021-11-22 17:15:01 main:574] : INFO : Epoch 1844 | loss: 0.0311709 | val_loss: 0.0311883 | Time: 3018.1 ms
[2021-11-22 17:15:04 main:574] : INFO : Epoch 1845 | loss: 0.0311718 | val_loss: 0.031187 | Time: 3001.56 ms
[2021-11-22 17:15:07 main:574] : INFO : Epoch 1846 | loss: 0.0311636 | val_loss: 0.0311838 | Time: 3002.11 ms
[2021-11-22 17:15:10 main:574] : INFO : Epoch 1847 | loss: 0.0311569 | val_loss: 0.0311894 | Time: 3004.79 ms
[2021-11-22 17:15:13 main:574] : INFO : Epoch 1848 | loss: 0.0311524 | val_loss: 0.0311838 | Time: 3004.4 ms
[2021-11-22 17:15:17 main:574] : INFO : Epoch 1849 | loss: 0.0311479 | val_loss: 0.0311893 | Time: 3005.39 ms
[2021-11-22 17:15:20 main:574] : INFO : Epoch 1850 | loss: 0.0311457 | val_loss: 0.0311899 | Time: 3006.79 ms
[2021-11-22 17:15:23 main:574] : INFO : Epoch 1851 | loss: 0.0311442 | val_loss: 0.0311999 | Time: 3011.5 ms
[2021-11-22 17:15:26 main:574] : INFO : Epoch 1852 | loss: 0.0311423 | val_loss: 0.0311925 | Time: 3010.86 ms
[2021-11-22 17:15:29 main:574] : INFO : Epoch 1853 | loss: 0.0311412 | val_loss: 0.0312017 | Time: 3018.42 ms
[2021-11-22 17:15:32 main:574] : INFO : Epoch 1854 | loss: 0.0311404 | val_loss: 0.0311942 | Time: 3019.72 ms
[2021-11-22 17:15:35 main:574] : INFO : Epoch 1855 | loss: 0.0311423 | val_loss: 0.0311954 | Time: 3011.23 ms
[2021-11-22 17:15:38 main:574] : INFO : Epoch 1856 | loss: 0.0311399 | val_loss: 0.0311929 | Time: 3006.72 ms
[2021-11-22 17:15:41 main:574] : INFO : Epoch 1857 | loss: 0.0311391 | val_loss: 0.0311948 | Time: 3008.72 ms
[2021-11-22 17:15:44 main:574] : INFO : Epoch 1858 | loss: 0.031137 | val_loss: 0.0311997 | Time: 3024.54 ms
[2021-11-22 17:15:47 main:574] : INFO : Epoch 1859 | loss: 0.0311374 | val_loss: 0.0311947 | Time: 3029.09 ms
[2021-11-22 17:15:50 main:574] : INFO : Epoch 1860 | loss: 0.031136 | val_loss: 0.0311901 | Time: 3059.28 ms
[2021-11-22 17:15:53 main:574] : INFO : Epoch 1861 | loss: 0.0311368 | val_loss: 0.0312002 | Time: 3053.71 ms
[2021-11-22 17:15:56 main:574] : INFO : Epoch 1862 | loss: 0.0311359 | val_loss: 0.031192 | Time: 3078 ms
[2021-11-22 17:15:59 main:574] : INFO : Epoch 1863 | loss: 0.0311353 | val_loss: 0.0311997 | Time: 3049.09 ms
[2021-11-22 17:16:02 main:574] : INFO : Epoch 1864 | loss: 0.0311343 | val_loss: 0.0312022 | Time: 3023.36 ms
[2021-11-22 17:16:05 main:574] : INFO : Epoch 1865 | loss: 0.031135 | val_loss: 0.0311939 | Time: 3013.85 ms
[2021-11-22 17:16:08 main:574] : INFO : Epoch 1866 | loss: 0.0311347 | val_loss: 0.0311927 | Time: 3003.89 ms
[2021-11-22 17:16:11 main:574] : INFO : Epoch 1867 | loss: 0.0311348 | val_loss: 0.0312098 | Time: 3005.76 ms
[2021-11-22 17:16:14 main:574] : INFO : Epoch 1868 | loss: 0.0311384 | val_loss: 0.0312003 | Time: 3016.03 ms
[2021-11-22 17:16:17 main:574] : INFO : Epoch 1869 | loss: 0.0311378 | val_loss: 0.0311897 | Time: 3011.93 ms
[2021-11-22 17:16:20 main:574] : INFO : Epoch 1870 | loss: 0.0311357 | val_loss: 0.0311964 | Time: 3009.05 ms
[2021-11-22 17:16:23 main:574] : INFO : Epoch 1871 | loss: 0.0311329 | val_loss: 0.0312071 | Time: 3004.59 ms
[2021-11-22 17:16:26 main:574] : INFO : Epoch 1872 | loss: 0.0311306 | val_loss: 0.0311965 | Time: 3016.51 ms
[2021-11-22 17:16:29 main:574] : INFO : Epoch 1873 | loss: 0.0311281 | val_loss: 0.0312007 | Time: 3011.67 ms
[2021-11-22 17:16:32 main:574] : INFO : Epoch 1874 | loss: 0.0311277 | val_loss: 0.0312031 | Time: 3002.91 ms
[2021-11-22 17:16:35 main:574] : INFO : Epoch 1875 | loss: 0.0311271 | val_loss: 0.0311957 | Time: 3008.39 ms
[2021-11-22 17:16:38 main:574] : INFO : Epoch 1876 | loss: 0.0311287 | val_loss: 0.0311942 | Time: 2999.11 ms
[2021-11-22 17:16:41 main:574] : INFO : Epoch 1877 | loss: 0.0311306 | val_loss: 0.031199 | Time: 3013.46 ms
[2021-11-22 17:16:44 main:574] : INFO : Epoch 1878 | loss: 0.0311293 | val_loss: 0.0312049 | Time: 3015.56 ms
[2021-11-22 17:16:47 main:574] : INFO : Epoch 1879 | loss: 0.031131 | val_loss: 0.031191 | Time: 3012.19 ms
[2021-11-22 17:16:50 main:574] : INFO : Epoch 1880 | loss: 0.0311319 | val_loss: 0.0311978 | Time: 3009.03 ms
[2021-11-22 17:16:53 main:574] : INFO : Epoch 1881 | loss: 0.0311323 | val_loss: 0.0311951 | Time: 3009.82 ms
[2021-11-22 17:16:56 main:574] : INFO : Epoch 1882 | loss: 0.031135 | val_loss: 0.0312038 | Time: 3003.25 ms
[2021-11-22 17:16:59 main:574] : INFO : Epoch 1883 | loss: 0.031132 | val_loss: 0.0311954 | Time: 3006.16 ms
[2021-11-22 17:17:02 main:574] : INFO : Epoch 1884 | loss: 0.0311296 | val_loss: 0.0312013 | Time: 3009.32 ms
[2021-11-22 17:17:05 main:574] : INFO : Epoch 1885 | loss: 0.0311292 | val_loss: 0.0312015 | Time: 3000.15 ms
[2021-11-22 17:17:08 main:574] : INFO : Epoch 1886 | loss: 0.031127 | val_loss: 0.0312024 | Time: 3032.09 ms
[2021-11-22 17:17:11 main:574] : INFO : Epoch 1887 | loss: 0.0311322 | val_loss: 0.0311982 | Time: 3023.69 ms
[2021-11-22 17:17:14 main:574] : INFO : Epoch 1888 | loss: 0.0311289 | val_loss: 0.0311971 | Time: 3006.43 ms
[2021-11-22 17:17:17 main:574] : INFO : Epoch 1889 | loss: 0.0311278 | val_loss: 0.0312059 | Time: 3010.09 ms
[2021-11-22 17:17:20 main:574] : INFO : Epoch 1890 | loss: 0.0311354 | val_loss: 0.0312028 | Time: 3001.04 ms
[2021-11-22 17:17:23 main:574] : INFO : Epoch 1891 | loss: 0.0311278 | val_loss: 0.0311954 | Time: 2994.03 ms
[2021-11-22 17:17:26 main:574] : INFO : Epoch 1892 | loss: 0.0311238 | val_loss: 0.0311994 | Time: 3011.67 ms
[2021-11-22 17:17:29 main:574] : INFO : Epoch 1893 | loss: 0.0311228 | val_loss: 0.031199 | Time: 3019.3 ms
[2021-11-22 17:17:32 main:574] : INFO : Epoch 1894 | loss: 0.0311232 | val_loss: 0.031203 | Time: 3016.21 ms
[2021-11-22 17:17:35 main:574] : INFO : Epoch 1895 | loss: 0.0311217 | val_loss: 0.0311975 | Time: 3020.2 ms
[2021-11-22 17:17:38 main:574] : INFO : Epoch 1896 | loss: 0.0311265 | val_loss: 0.0311956 | Time: 3046.17 ms
[2021-11-22 17:17:41 main:574] : INFO : Epoch 1897 | loss: 0.0311284 | val_loss: 0.0312087 | Time: 3010.51 ms
[2021-11-22 17:17:44 main:574] : INFO : Epoch 1898 | loss: 0.0311253 | val_loss: 0.0312009 | Time: 3014.09 ms
[2021-11-22 17:17:47 main:574] : INFO : Epoch 1899 | loss: 0.0311318 | val_loss: 0.0311926 | Time: 3000.65 ms
[2021-11-22 17:17:51 main:574] : INFO : Epoch 1900 | loss: 0.0311273 | val_loss: 0.0311963 | Time: 3012.8 ms
[2021-11-22 17:17:54 main:574] : INFO : Epoch 1901 | loss: 0.0311223 | val_loss: 0.0312028 | Time: 3011.13 ms
[2021-11-22 17:17:57 main:574] : INFO : Epoch 1902 | loss: 0.0311216 | val_loss: 0.0312031 | Time: 2997.51 ms
[2021-11-22 17:18:00 main:574] : INFO : Epoch 1903 | loss: 0.0311226 | val_loss: 0.0312039 | Time: 3005.06 ms
[2021-11-22 17:18:03 main:574] : INFO : Epoch 1904 | loss: 0.0311228 | val_loss: 0.0311958 | Time: 3006.22 ms
[2021-11-22 17:18:06 main:574] : INFO : Epoch 1905 | loss: 0.0311196 | val_loss: 0.0312043 | Time: 3006.93 ms
[2021-11-22 17:18:09 main:574] : INFO : Epoch 1906 | loss: 0.0311219 | val_loss: 0.0312104 | Time: 3012.86 ms
[2021-11-22 17:18:12 main:574] : INFO : Epoch 1907 | loss: 0.031126 | val_loss: 0.0312014 | Time: 3004.93 ms
[2021-11-22 17:18:15 main:574] : INFO : Epoch 1908 | loss: 0.0311228 | val_loss: 0.0312053 | Time: 3005.32 ms
[2021-11-22 17:18:18 main:574] : INFO : Epoch 1909 | loss: 0.0311222 | val_loss: 0.0311991 | Time: 3005.99 ms
[2021-11-22 17:18:21 main:574] : INFO : Epoch 1910 | loss: 0.0311244 | val_loss: 0.0312054 | Time: 3003.88 ms
[2021-11-22 17:18:24 main:574] : INFO : Epoch 1911 | loss: 0.0311232 | val_loss: 0.031197 | Time: 3004.27 ms
[2021-11-22 17:18:27 main:574] : INFO : Epoch 1912 | loss: 0.031122 | val_loss: 0.0312071 | Time: 3009.28 ms
[2021-11-22 17:18:30 main:574] : INFO : Epoch 1913 | loss: 0.0311214 | val_loss: 0.0311995 | Time: 3010.91 ms
[2021-11-22 17:18:33 main:574] : INFO : Epoch 1914 | loss: 0.0311201 | val_loss: 0.0312097 | Time: 3021.65 ms
[2021-11-22 17:18:36 main:574] : INFO : Epoch 1915 | loss: 0.0311197 | val_loss: 0.0311969 | Time: 3005.37 ms
[2021-11-22 17:18:39 main:574] : INFO : Epoch 1916 | loss: 0.0311187 | val_loss: 0.0312046 | Time: 3006.31 ms
[2021-11-22 17:18:42 main:574] : INFO : Epoch 1917 | loss: 0.0311191 | val_loss: 0.0312231 | Time: 3009.24 ms
[2021-11-22 17:18:45 main:574] : INFO : Epoch 1918 | loss: 0.0311283 | val_loss: 0.0311974 | Time: 3001.55 ms
[2021-11-22 17:18:48 main:574] : INFO : Epoch 1919 | loss: 0.031131 | val_loss: 0.0312019 | Time: 3018.43 ms
[2021-11-22 17:18:51 main:574] : INFO : Epoch 1920 | loss: 0.0311283 | val_loss: 0.0312036 | Time: 3007.63 ms
[2021-11-22 17:18:54 main:574] : INFO : Epoch 1921 | loss: 0.0311276 | val_loss: 0.0312058 | Time: 3016.74 ms
[2021-11-22 17:18:57 main:574] : INFO : Epoch 1922 | loss: 0.0311262 | val_loss: 0.0312083 | Time: 3006.81 ms
[2021-11-22 17:19:00 main:574] : INFO : Epoch 1923 | loss: 0.0311232 | val_loss: 0.0312059 | Time: 3004.42 ms
[2021-11-22 17:19:03 main:574] : INFO : Epoch 1924 | loss: 0.0311311 | val_loss: 0.0312006 | Time: 3009.84 ms
[2021-11-22 17:19:06 main:574] : INFO : Epoch 1925 | loss: 0.0311404 | val_loss: 0.0311986 | Time: 3009.92 ms
[2021-11-22 17:19:09 main:574] : INFO : Epoch 1926 | loss: 0.0311339 | val_loss: 0.0311961 | Time: 3003.87 ms
[2021-11-22 17:19:12 main:574] : INFO : Epoch 1927 | loss: 0.0311345 | val_loss: 0.031193 | Time: 3012.13 ms
[2021-11-22 17:19:15 main:574] : INFO : Epoch 1928 | loss: 0.0311229 | val_loss: 0.0312034 | Time: 3027.28 ms
[2021-11-22 17:19:18 main:574] : INFO : Epoch 1929 | loss: 0.0311213 | val_loss: 0.031201 | Time: 3099.69 ms
[2021-11-22 17:19:21 main:574] : INFO : Epoch 1930 | loss: 0.0311226 | val_loss: 0.031204 | Time: 3052.17 ms
[2021-11-22 17:19:24 main:574] : INFO : Epoch 1931 | loss: 0.0311293 | val_loss: 0.0311989 | Time: 3026.69 ms
[2021-11-22 17:19:27 main:574] : INFO : Epoch 1932 | loss: 0.0311279 | val_loss: 0.031202 | Time: 3051.5 ms
[2021-11-22 17:19:30 main:574] : INFO : Epoch 1933 | loss: 0.0311259 | val_loss: 0.0312033 | Time: 3074.65 ms
[2021-11-22 17:19:33 main:574] : INFO : Epoch 1934 | loss: 0.0311241 | val_loss: 0.0312162 | Time: 3011.11 ms
[2021-11-22 17:19:36 main:574] : INFO : Epoch 1935 | loss: 0.031126 | val_loss: 0.0311967 | Time: 3008.13 ms
[2021-11-22 17:19:39 main:574] : INFO : Epoch 1936 | loss: 0.0311268 | val_loss: 0.0312027 | Time: 3012.21 ms
[2021-11-22 17:19:42 main:574] : INFO : Epoch 1937 | loss: 0.0311236 | val_loss: 0.0312012 | Time: 3007.5 ms
[2021-11-22 17:19:45 main:574] : INFO : Epoch 1938 | loss: 0.031118 | val_loss: 0.0312034 | Time: 3010.29 ms
[2021-11-22 17:19:48 main:574] : INFO : Epoch 1939 | loss: 0.0311193 | val_loss: 0.0312027 | Time: 3004.28 ms
[2021-11-22 17:19:51 main:574] : INFO : Epoch 1940 | loss: 0.0311202 | val_loss: 0.0312032 | Time: 3009.66 ms
[2021-11-22 17:19:54 main:574] : INFO : Epoch 1941 | loss: 0.0311206 | val_loss: 0.0312113 | Time: 3008.58 ms
[2021-11-22 17:19:57 main:574] : INFO : Epoch 1942 | loss: 0.0311201 | val_loss: 0.0312059 | Time: 3025.35 ms
[2021-11-22 17:20:00 main:574] : INFO : Epoch 1943 | loss: 0.0311191 | val_loss: 0.0312027 | Time: 3009.43 ms
[2021-11-22 17:20:03 main:574] : INFO : Epoch 1944 | loss: 0.031116 | val_loss: 0.0312003 | Time: 3000.5 ms
[2021-11-22 17:20:06 main:574] : INFO : Epoch 1945 | loss: 0.0311207 | val_loss: 0.0312011 | Time: 3005.89 ms
[2021-11-22 17:20:09 main:574] : INFO : Epoch 1946 | loss: 0.03112 | val_loss: 0.0312067 | Time: 3003.04 ms
[2021-11-22 17:20:12 main:574] : INFO : Epoch 1947 | loss: 0.0311245 | val_loss: 0.031208 | Time: 3007.84 ms
[2021-11-22 17:20:15 main:574] : INFO : Epoch 1948 | loss: 0.0311184 | val_loss: 0.0312023 | Time: 3009.15 ms
[2021-11-22 17:20:18 main:574] : INFO : Epoch 1949 | loss: 0.0311188 | val_loss: 0.0312024 | Time: 3008.66 ms
[2021-11-22 17:20:21 main:574] : INFO : Epoch 1950 | loss: 0.0311242 | val_loss: 0.0312043 | Time: 3013 ms
[2021-11-22 17:20:24 main:574] : INFO : Epoch 1951 | loss: 0.0311222 | val_loss: 0.0311976 | Time: 3004.81 ms
[2021-11-22 17:20:27 main:574] : INFO : Epoch 1952 | loss: 0.0311195 | val_loss: 0.0312029 | Time: 3007.05 ms
[2021-11-22 17:20:30 main:574] : INFO : Epoch 1953 | loss: 0.0311178 | val_loss: 0.0312084 | Time: 3007.06 ms
[2021-11-22 17:20:33 main:574] : INFO : Epoch 1954 | loss: 0.0311211 | val_loss: 0.0312008 | Time: 3006.13 ms
[2021-11-22 17:20:36 main:574] : INFO : Epoch 1955 | loss: 0.0311186 | val_loss: 0.0312082 | Time: 3003.95 ms
[2021-11-22 17:20:39 main:574] : INFO : Epoch 1956 | loss: 0.0311207 | val_loss: 0.0312129 | Time: 3010.36 ms
[2021-11-22 17:20:42 main:574] : INFO : Epoch 1957 | loss: 0.0311223 | val_loss: 0.0312041 | Time: 3007.6 ms
[2021-11-22 17:20:45 main:574] : INFO : Epoch 1958 | loss: 0.0311208 | val_loss: 0.0312178 | Time: 3013.05 ms
[2021-11-22 17:20:48 main:574] : INFO : Epoch 1959 | loss: 0.0311133 | val_loss: 0.0312044 | Time: 3005.94 ms
[2021-11-22 17:20:52 main:574] : INFO : Epoch 1960 | loss: 0.0311139 | val_loss: 0.0312095 | Time: 3008.51 ms
[2021-11-22 17:20:55 main:574] : INFO : Epoch 1961 | loss: 0.0311141 | val_loss: 0.0312232 | Time: 3013.2 ms
[2021-11-22 17:20:58 main:574] : INFO : Epoch 1962 | loss: 0.0311143 | val_loss: 0.0312159 | Time: 3009.23 ms
[2021-11-22 17:21:01 main:574] : INFO : Epoch 1963 | loss: 0.0311112 | val_loss: 0.0312129 | Time: 3054.28 ms
[2021-11-22 17:21:04 main:574] : INFO : Epoch 1964 | loss: 0.0311144 | val_loss: 0.0312067 | Time: 3065.88 ms
[2021-11-22 17:21:07 main:574] : INFO : Epoch 1965 | loss: 0.0311154 | val_loss: 0.031209 | Time: 3076.19 ms
[2021-11-22 17:21:10 main:574] : INFO : Epoch 1966 | loss: 0.0311192 | val_loss: 0.0312076 | Time: 3045.95 ms
[2021-11-22 17:21:13 main:574] : INFO : Epoch 1967 | loss: 0.031121 | val_loss: 0.0312087 | Time: 3069.35 ms
[2021-11-22 17:21:16 main:574] : INFO : Epoch 1968 | loss: 0.0311139 | val_loss: 0.0312038 | Time: 3051.57 ms
[2021-11-22 17:21:19 main:574] : INFO : Epoch 1969 | loss: 0.031118 | val_loss: 0.0312095 | Time: 3048.64 ms
[2021-11-22 17:21:22 main:574] : INFO : Epoch 1970 | loss: 0.0311171 | val_loss: 0.0312095 | Time: 3044.32 ms
[2021-11-22 17:21:25 main:574] : INFO : Epoch 1971 | loss: 0.0311133 | val_loss: 0.0312109 | Time: 3006.32 ms
[2021-11-22 17:21:28 main:574] : INFO : Epoch 1972 | loss: 0.0311148 | val_loss: 0.0312141 | Time: 3067.84 ms
[2021-11-22 17:21:31 main:574] : INFO : Epoch 1973 | loss: 0.0311171 | val_loss: 0.0312053 | Time: 3102.96 ms
[2021-11-22 17:21:34 main:574] : INFO : Epoch 1974 | loss: 0.0311146 | val_loss: 0.0312039 | Time: 3074.83 ms
[2021-11-22 17:21:37 main:574] : INFO : Epoch 1975 | loss: 0.0311139 | val_loss: 0.0312091 | Time: 3003.37 ms
[2021-11-22 17:21:40 main:574] : INFO : Epoch 1976 | loss: 0.0311177 | val_loss: 0.0312064 | Time: 3012.71 ms
[2021-11-22 17:21:43 main:574] : INFO : Epoch 1977 | loss: 0.0311213 | val_loss: 0.031205 | Time: 3049.94 ms
[2021-11-22 17:21:46 main:574] : INFO : Epoch 1978 | loss: 0.0311229 | val_loss: 0.0312058 | Time: 3026.98 ms
[2021-11-22 17:21:49 main:574] : INFO : Epoch 1979 | loss: 0.0311204 | val_loss: 0.031206 | Time: 3000.88 ms
[2021-11-22 17:21:52 main:574] : INFO : Epoch 1980 | loss: 0.0311154 | val_loss: 0.0312128 | Time: 3012.15 ms
[2021-11-22 17:21:55 main:574] : INFO : Epoch 1981 | loss: 0.0311137 | val_loss: 0.0312024 | Time: 3002.24 ms
[2021-11-22 17:21:58 main:574] : INFO : Epoch 1982 | loss: 0.0311142 | val_loss: 0.0312056 | Time: 3006.04 ms
[2021-11-22 17:22:01 main:574] : INFO : Epoch 1983 | loss: 0.0311145 | val_loss: 0.0312086 | Time: 3006.88 ms
[2021-11-22 17:22:04 main:574] : INFO : Epoch 1984 | loss: 0.0311136 | val_loss: 0.0312058 | Time: 3014.43 ms
[2021-11-22 17:22:07 main:574] : INFO : Epoch 1985 | loss: 0.0311104 | val_loss: 0.0312088 | Time: 3004.11 ms
[2021-11-22 17:22:10 main:574] : INFO : Epoch 1986 | loss: 0.0311119 | val_loss: 0.031208 | Time: 3010.57 ms
[2021-11-22 17:22:14 main:574] : INFO : Epoch 1987 | loss: 0.0311102 | val_loss: 0.0312008 | Time: 3025.36 ms
[2021-11-22 17:22:17 main:574] : INFO : Epoch 1988 | loss: 0.03111 | val_loss: 0.0312148 | Time: 3055.55 ms
[2021-11-22 17:22:20 main:574] : INFO : Epoch 1989 | loss: 0.0311104 | val_loss: 0.0312028 | Time: 3076.93 ms
[2021-11-22 17:22:23 main:574] : INFO : Epoch 1990 | loss: 0.0311114 | val_loss: 0.0312084 | Time: 3052.73 ms
[2021-11-22 17:22:26 main:574] : INFO : Epoch 1991 | loss: 0.0311161 | val_loss: 0.0312127 | Time: 3072.58 ms
[2021-11-22 17:22:29 main:574] : INFO : Epoch 1992 | loss: 0.031116 | val_loss: 0.0312126 | Time: 3053.71 ms
[2021-11-22 17:22:32 main:574] : INFO : Epoch 1993 | loss: 0.0311101 | val_loss: 0.0312213 | Time: 3031.23 ms
[2021-11-22 17:22:35 main:574] : INFO : Epoch 1994 | loss: 0.0311146 | val_loss: 0.03121 | Time: 3009.15 ms
[2021-11-22 17:22:38 main:574] : INFO : Epoch 1995 | loss: 0.0311139 | val_loss: 0.0312045 | Time: 3007.11 ms
[2021-11-22 17:22:41 main:574] : INFO : Epoch 1996 | loss: 0.0311092 | val_loss: 0.031208 | Time: 3000.68 ms
[2021-11-22 17:22:44 main:574] : INFO : Epoch 1997 | loss: 0.0311076 | val_loss: 0.0312041 | Time: 2998.55 ms
[2021-11-22 17:22:47 main:574] : INFO : Epoch 1998 | loss: 0.0311149 | val_loss: 0.031207 | Time: 3010.66 ms
[2021-11-22 17:22:50 main:574] : INFO : Epoch 1999 | loss: 0.0311131 | val_loss: 0.0312069 | Time: 2995.51 ms
[2021-11-22 17:22:53 main:574] : INFO : Epoch 2000 | loss: 0.0311138 | val_loss: 0.0312043 | Time: 3004.03 ms
[2021-11-22 17:22:56 main:574] : INFO : Epoch 2001 | loss: 0.031114 | val_loss: 0.0312111 | Time: 3011.14 ms
[2021-11-22 17:22:59 main:574] : INFO : Epoch 2002 | loss: 0.0311124 | val_loss: 0.0312078 | Time: 3013.41 ms
[2021-11-22 17:23:02 main:574] : INFO : Epoch 2003 | loss: 0.0311151 | val_loss: 0.0312207 | Time: 3009.15 ms
[2021-11-22 17:23:05 main:574] : INFO : Epoch 2004 | loss: 0.0311128 | val_loss: 0.0312042 | Time: 3012.19 ms
[2021-11-22 17:23:08 main:574] : INFO : Epoch 2005 | loss: 0.0311098 | val_loss: 0.0312128 | Time: 3014.9 ms
[2021-11-22 17:23:11 main:574] : INFO : Epoch 2006 | loss: 0.0311112 | val_loss: 0.0312016 | Time: 3031.87 ms
[2021-11-22 17:23:14 main:574] : INFO : Epoch 2007 | loss: 0.0311122 | val_loss: 0.0312066 | Time: 3006.53 ms
[2021-11-22 17:23:17 main:574] : INFO : Epoch 2008 | loss: 0.0311163 | val_loss: 0.0312107 | Time: 3010.11 ms
[2021-11-22 17:23:20 main:574] : INFO : Epoch 2009 | loss: 0.0311271 | val_loss: 0.0312053 | Time: 3008.04 ms
[2021-11-22 17:23:23 main:574] : INFO : Epoch 2010 | loss: 0.0311218 | val_loss: 0.0311955 | Time: 3010.02 ms
[2021-11-22 17:23:26 main:574] : INFO : Epoch 2011 | loss: 0.0311206 | val_loss: 0.0312061 | Time: 3007.07 ms
[2021-11-22 17:23:29 main:574] : INFO : Epoch 2012 | loss: 0.0311248 | val_loss: 0.0311997 | Time: 3043.22 ms
[2021-11-22 17:23:32 main:574] : INFO : Epoch 2013 | loss: 0.0311182 | val_loss: 0.0312101 | Time: 3043.99 ms
[2021-11-22 17:23:35 main:574] : INFO : Epoch 2014 | loss: 0.0311166 | val_loss: 0.0312068 | Time: 3019.02 ms
[2021-11-22 17:23:38 main:574] : INFO : Epoch 2015 | loss: 0.0311113 | val_loss: 0.0312095 | Time: 3008.3 ms
[2021-11-22 17:23:41 main:574] : INFO : Epoch 2016 | loss: 0.0311096 | val_loss: 0.0312032 | Time: 3003.56 ms
[2021-11-22 17:23:44 main:574] : INFO : Epoch 2017 | loss: 0.0311105 | val_loss: 0.0312148 | Time: 3010.24 ms
[2021-11-22 17:23:47 main:574] : INFO : Epoch 2018 | loss: 0.03111 | val_loss: 0.0312026 | Time: 3006.42 ms
[2021-11-22 17:23:50 main:574] : INFO : Epoch 2019 | loss: 0.031112 | val_loss: 0.0312046 | Time: 3006.23 ms
[2021-11-22 17:23:53 main:574] : INFO : Epoch 2020 | loss: 0.0311092 | val_loss: 0.0312028 | Time: 3007.99 ms
[2021-11-22 17:23:56 main:574] : INFO : Epoch 2021 | loss: 0.0311115 | val_loss: 0.0312157 | Time: 3005.11 ms
[2021-11-22 17:23:59 main:574] : INFO : Epoch 2022 | loss: 0.0311157 | val_loss: 0.0312082 | Time: 3004.85 ms
[2021-11-22 17:24:02 main:574] : INFO : Epoch 2023 | loss: 0.0311113 | val_loss: 0.0312099 | Time: 3004.08 ms
[2021-11-22 17:24:05 main:574] : INFO : Epoch 2024 | loss: 0.0311076 | val_loss: 0.0312108 | Time: 3010.8 ms
[2021-11-22 17:24:08 main:574] : INFO : Epoch 2025 | loss: 0.0311083 | val_loss: 0.0312165 | Time: 3000.62 ms
[2021-11-22 17:24:11 main:574] : INFO : Epoch 2026 | loss: 0.0311129 | val_loss: 0.031201 | Time: 3010.78 ms
[2021-11-22 17:24:14 main:574] : INFO : Epoch 2027 | loss: 0.0311118 | val_loss: 0.0312081 | Time: 3006.27 ms
[2021-11-22 17:24:17 main:574] : INFO : Epoch 2028 | loss: 0.0311065 | val_loss: 0.0312087 | Time: 3000.52 ms
[2021-11-22 17:24:20 main:574] : INFO : Epoch 2029 | loss: 0.0311149 | val_loss: 0.0311975 | Time: 3012.04 ms
[2021-11-22 17:24:23 main:574] : INFO : Epoch 2030 | loss: 0.0311165 | val_loss: 0.0311996 | Time: 3002.12 ms
[2021-11-22 17:24:26 main:574] : INFO : Epoch 2031 | loss: 0.0311134 | val_loss: 0.0312108 | Time: 3008.06 ms
[2021-11-22 17:24:29 main:574] : INFO : Epoch 2032 | loss: 0.0311306 | val_loss: 0.0311995 | Time: 3007.66 ms
[2021-11-22 17:24:32 main:574] : INFO : Epoch 2033 | loss: 0.031153 | val_loss: 0.0312009 | Time: 3013.56 ms
[2021-11-22 17:24:35 main:574] : INFO : Epoch 2034 | loss: 0.0311421 | val_loss: 0.0312011 | Time: 3013.92 ms
[2021-11-22 17:24:38 main:574] : INFO : Epoch 2035 | loss: 0.0311374 | val_loss: 0.0311988 | Time: 3001.51 ms
[2021-11-22 17:24:41 main:574] : INFO : Epoch 2036 | loss: 0.0311275 | val_loss: 0.0311954 | Time: 2997.94 ms
[2021-11-22 17:24:44 main:574] : INFO : Epoch 2037 | loss: 0.0311232 | val_loss: 0.0312012 | Time: 3011.06 ms
[2021-11-22 17:24:47 main:574] : INFO : Epoch 2038 | loss: 0.031122 | val_loss: 0.0311987 | Time: 3008.35 ms
[2021-11-22 17:24:50 main:574] : INFO : Epoch 2039 | loss: 0.0311223 | val_loss: 0.0312061 | Time: 3004.45 ms
[2021-11-22 17:24:54 main:574] : INFO : Epoch 2040 | loss: 0.0311159 | val_loss: 0.0312019 | Time: 3017.22 ms
[2021-11-22 17:24:57 main:574] : INFO : Epoch 2041 | loss: 0.031114 | val_loss: 0.0311981 | Time: 3001.88 ms
[2021-11-22 17:25:00 main:574] : INFO : Epoch 2042 | loss: 0.031113 | val_loss: 0.0312019 | Time: 3017.9 ms
[2021-11-22 17:25:03 main:574] : INFO : Epoch 2043 | loss: 0.0311124 | val_loss: 0.031207 | Time: 3030.35 ms
[2021-11-22 17:25:06 main:574] : INFO : Epoch 2044 | loss: 0.0311127 | val_loss: 0.0312117 | Time: 3119.74 ms
[2021-11-22 17:25:09 main:574] : INFO : Epoch 2045 | loss: 0.0311141 | val_loss: 0.0312034 | Time: 3117.62 ms
[2021-11-22 17:25:12 main:574] : INFO : Epoch 2046 | loss: 0.0311112 | val_loss: 0.0312128 | Time: 3048.79 ms
[2021-11-22 17:25:15 main:574] : INFO : Epoch 2047 | loss: 0.0311104 | val_loss: 0.0312153 | Time: 3016.13 ms
[2021-11-22 17:25:18 main:574] : INFO : Epoch 2048 | loss: 0.0311091 | val_loss: 0.0312119 | Time: 3016.43 ms
[2021-11-22 17:25:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312119
[2021-11-22 17:25:18 main:603] : INFO : Saving end state to config to file
[2021-11-22 17:25:18 main:608] : INFO : Success, exiting..
17:25:18 (3460): 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)