Task 12639317
| Name | ParityModified-1639955217-5087-3-0_1 |
| Workunit | 9158999 |
| Created | 7 Mar 2022, 11:12:27 UTC |
| Sent | 7 Mar 2022, 12:13:51 UTC |
| Report deadline | 15 Mar 2022, 12:13:51 UTC |
| Received | 7 Mar 2022, 14:09:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 16 sec |
| CPU time | 40 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 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: 0.0312189 | val_loss: 0.031217 | Time: 1195.79 ms
[2022-03-07 06:59:34 main:574] : INFO : Epoch 1543 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 1206.82 ms
[2022-03-07 06:59:35 main:574] : INFO : Epoch 1544 | loss: 0.0312192 | val_loss: 0.0312166 | Time: 1206.23 ms
[2022-03-07 06:59:36 main:574] : INFO : Epoch 1545 | loss: 0.0312183 | val_loss: 0.0312162 | Time: 1201.05 ms
[2022-03-07 06:59:38 main:574] : INFO : Epoch 1546 | loss: 0.0312179 | val_loss: 0.0312165 | Time: 1210.79 ms
[2022-03-07 06:59:39 main:574] : INFO : Epoch 1547 | loss: 0.0312202 | val_loss: 0.0312167 | Time: 1203.97 ms
[2022-03-07 06:59:40 main:574] : INFO : Epoch 1548 | loss: 0.0312179 | val_loss: 0.0312157 | Time: 1187.08 ms
[2022-03-07 06:59:41 main:574] : INFO : Epoch 1549 | loss: 0.0312191 | val_loss: 0.0312176 | Time: 1209.39 ms
[2022-03-07 06:59:42 main:574] : INFO : Epoch 1550 | loss: 0.0312233 | val_loss: 0.0312182 | Time: 1188.72 ms
[2022-03-07 06:59:44 main:574] : INFO : Epoch 1551 | loss: 0.0312179 | val_loss: 0.0312146 | Time: 1209.57 ms
[2022-03-07 06:59:45 main:574] : INFO : Epoch 1552 | loss: 0.0312171 | val_loss: 0.0312157 | Time: 1200.89 ms
[2022-03-07 06:59:46 main:574] : INFO : Epoch 1553 | loss: 0.0312182 | val_loss: 0.0312147 | Time: 1207.11 ms
[2022-03-07 06:59:47 main:574] : INFO : Epoch 1554 | loss: 0.0312216 | val_loss: 0.031246 | Time: 1187.13 ms
[2022-03-07 06:59:48 main:574] : INFO : Epoch 1555 | loss: 0.0312267 | val_loss: 0.0312233 | Time: 1208.29 ms
[2022-03-07 06:59:50 main:574] : INFO : Epoch 1556 | loss: 0.0312207 | val_loss: 0.0312178 | Time: 1209.43 ms
[2022-03-07 06:59:51 main:574] : INFO : Epoch 1557 | loss: 0.0312214 | val_loss: 0.0312283 | Time: 1197.95 ms
[2022-03-07 06:59:52 main:574] : INFO : Epoch 1558 | loss: 0.0312196 | val_loss: 0.0312219 | Time: 1200.15 ms
[2022-03-07 06:59:53 main:574] : INFO : Epoch 1559 | loss: 0.0312175 | val_loss: 0.0312143 | Time: 1186.41 ms
[2022-03-07 06:59:54 main:574] : INFO : Epoch 1560 | loss: 0.0312183 | val_loss: 0.0312176 | Time: 1209.41 ms
[2022-03-07 06:59:56 main:574] : INFO : Epoch 1561 | loss: 0.0312205 | val_loss: 0.0312159 | Time: 1195.84 ms
[2022-03-07 06:59:57 main:574] : INFO : Epoch 1562 | loss: 0.0312178 | val_loss: 0.0312151 | Time: 1185.39 ms
[2022-03-07 06:59:58 main:574] : INFO : Epoch 1563 | loss: 0.0312192 | val_loss: 0.0312143 | Time: 1197.38 ms
[2022-03-07 06:59:59 main:574] : INFO : Epoch 1564 | loss: 0.0312187 | val_loss: 0.0312197 | Time: 1207.08 ms
[2022-03-07 07:00:00 main:574] : INFO : Epoch 1565 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 1194.54 ms
[2022-03-07 07:00:02 main:574] : INFO : Epoch 1566 | loss: 0.0312171 | val_loss: 0.0312213 | Time: 1185.26 ms
[2022-03-07 07:00:03 main:574] : INFO : Epoch 1567 | loss: 0.031223 | val_loss: 0.0312201 | Time: 1195.81 ms
[2022-03-07 07:00:04 main:574] : INFO : Epoch 1568 | loss: 0.0312168 | val_loss: 0.0312142 | Time: 1222.34 ms
[2022-03-07 07:00:05 main:574] : INFO : Epoch 1569 | loss: 0.0312158 | val_loss: 0.0312133 | Time: 1210.16 ms
[2022-03-07 07:00:06 main:574] : INFO : Epoch 1570 | loss: 0.0312165 | val_loss: 0.031215 | Time: 1184.21 ms
[2022-03-07 07:00:08 main:574] : INFO : Epoch 1571 | loss: 0.03122 | val_loss: 0.03122 | Time: 1172.97 ms
[2022-03-07 07:00:09 main:574] : INFO : Epoch 1572 | loss: 0.031221 | val_loss: 0.0312186 | Time: 1183.9 ms
[2022-03-07 07:00:10 main:574] : INFO : Epoch 1573 | loss: 0.0312185 | val_loss: 0.0312201 | Time: 1215.65 ms
[2022-03-07 07:00:11 main:574] : INFO : Epoch 1574 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 1213 ms
[2022-03-07 07:00:12 main:574] : INFO : Epoch 1575 | loss: 0.0312179 | val_loss: 0.0312161 | Time: 1188.6 ms
[2022-03-07 07:00:14 main:574] : INFO : Epoch 1576 | loss: 0.0312164 | val_loss: 0.0312165 | Time: 1209.33 ms
[2022-03-07 07:00:15 main:574] : INFO : Epoch 1577 | loss: 0.0312178 | val_loss: 0.0312138 | Time: 1198.2 ms
[2022-03-07 07:00:16 main:574] : INFO : Epoch 1578 | loss: 0.0312157 | val_loss: 0.0312169 | Time: 1205.98 ms
[2022-03-07 07:00:17 main:574] : INFO : Epoch 1579 | loss: 0.0312198 | val_loss: 0.0312137 | Time: 1193.2 ms
[2022-03-07 07:00:18 main:574] : INFO : Epoch 1580 | loss: 0.031218 | val_loss: 0.0312148 | Time: 1192.89 ms
[2022-03-07 07:00:20 main:574] : INFO : Epoch 1581 | loss: 0.0312174 | val_loss: 0.0312153 | Time: 1203.19 ms
[2022-03-07 07:00:21 main:574] : INFO : Epoch 1582 | loss: 0.0312201 | val_loss: 0.0312143 | Time: 1199.38 ms
[2022-03-07 07:00:22 main:574] : INFO : Epoch 1583 | loss: 0.031221 | val_loss: 0.0312135 | Time: 1200.52 ms
[2022-03-07 07:00:23 main:574] : INFO : Epoch 1584 | loss: 0.0312183 | val_loss: 0.0312134 | Time: 1204.08 ms
[2022-03-07 07:00:24 main:574] : INFO : Epoch 1585 | loss: 0.0312161 | val_loss: 0.031213 | Time: 1195.12 ms
[2022-03-07 07:00:26 main:574] : INFO : Epoch 1586 | loss: 0.0312158 | val_loss: 0.0312132 | Time: 1209.48 ms
[2022-03-07 07:00:27 main:574] : INFO : Epoch 1587 | loss: 0.0312209 | val_loss: 0.0312175 | Time: 1204.23 ms
[2022-03-07 07:00:28 main:574] : INFO : Epoch 1588 | loss: 0.0312164 | val_loss: 0.031213 | Time: 1198.49 ms
[2022-03-07 07:00:29 main:574] : INFO : Epoch 1589 | loss: 0.0312173 | val_loss: 0.0312156 | Time: 1228.66 ms
[2022-03-07 07:00:30 main:574] : INFO : Epoch 1590 | loss: 0.0312166 | val_loss: 0.0312129 | Time: 1204.53 ms
[2022-03-07 07:00:32 main:574] : INFO : Epoch 1591 | loss: 0.031217 | val_loss: 0.0312144 | Time: 1227.77 ms
[2022-03-07 07:00:33 main:574] : INFO : Epoch 1592 | loss: 0.0312159 | val_loss: 0.0312152 | Time: 1208.27 ms
[2022-03-07 07:00:34 main:574] : INFO : Epoch 1593 | loss: 0.0312163 | val_loss: 0.031217 | Time: 1197.17 ms
[2022-03-07 07:00:35 main:574] : INFO : Epoch 1594 | loss: 0.0312169 | val_loss: 0.0312136 | Time: 1208.64 ms
[2022-03-07 07:00:37 main:574] : INFO : Epoch 1595 | loss: 0.0312167 | val_loss: 0.0312166 | Time: 1180.37 ms
[2022-03-07 07:00:38 main:574] : INFO : Epoch 1596 | loss: 0.0312197 | val_loss: 0.0312139 | Time: 1186.79 ms
[2022-03-07 07:00:39 main:574] : INFO : Epoch 1597 | loss: 0.0312181 | val_loss: 0.0312238 | Time: 1201.08 ms
[2022-03-07 07:00:40 main:574] : INFO : Epoch 1598 | loss: 0.031221 | val_loss: 0.031216 | Time: 1202.62 ms
[2022-03-07 07:00:41 main:574] : INFO : Epoch 1599 | loss: 0.0312174 | val_loss: 0.0312163 | Time: 1178.42 ms
[2022-03-07 07:00:42 main:574] : INFO : Epoch 1600 | loss: 0.0312229 | val_loss: 0.0312133 | Time: 1195.84 ms
[2022-03-07 07:00:44 main:574] : INFO : Epoch 1601 | loss: 0.0312164 | val_loss: 0.0312179 | Time: 1204.71 ms
[2022-03-07 07:00:45 main:574] : INFO : Epoch 1602 | loss: 0.031219 | val_loss: 0.0312139 | Time: 1186.96 ms
[2022-03-07 07:00:46 main:574] : INFO : Epoch 1603 | loss: 0.0312153 | val_loss: 0.0312131 | Time: 1205.14 ms
[2022-03-07 07:00:47 main:574] : INFO : Epoch 1604 | loss: 0.0312164 | val_loss: 0.0312131 | Time: 1209.16 ms
[2022-03-07 07:00:48 main:574] : INFO : Epoch 1605 | loss: 0.0312162 | val_loss: 0.0312141 | Time: 1187.67 ms
[2022-03-07 07:00:50 main:574] : INFO : Epoch 1606 | loss: 0.0312193 | val_loss: 0.0312144 | Time: 1205.67 ms
[2022-03-07 07:00:51 main:574] : INFO : Epoch 1607 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 1191.58 ms
[2022-03-07 07:00:52 main:574] : INFO : Epoch 1608 | loss: 0.0312173 | val_loss: 0.0312149 | Time: 1197.86 ms
[2022-03-07 07:00:53 main:574] : INFO : Epoch 1609 | loss: 0.0312156 | val_loss: 0.0312129 | Time: 1196.61 ms
[2022-03-07 07:00:54 main:574] : INFO : Epoch 1610 | loss: 0.0312183 | val_loss: 0.0312134 | Time: 1186.82 ms
[2022-03-07 07:00:56 main:574] : INFO : Epoch 1611 | loss: 0.031219 | val_loss: 0.0312143 | Time: 1213.4 ms
[2022-03-07 07:00:57 main:574] : INFO : Epoch 1612 | loss: 0.0312181 | val_loss: 0.0312139 | Time: 1188.03 ms
[2022-03-07 07:00:58 main:574] : INFO : Epoch 1613 | loss: 0.0312155 | val_loss: 0.0312166 | Time: 1184.58 ms
[2022-03-07 07:00:59 main:574] : INFO : Epoch 1614 | loss: 0.0312165 | val_loss: 0.0312132 | Time: 1207.8 ms
[2022-03-07 07:01:00 main:574] : INFO : Epoch 1615 | loss: 0.0312173 | val_loss: 0.031213 | Time: 1205.76 ms
[2022-03-07 07:01:02 main:574] : INFO : Epoch 1616 | loss: 0.0312168 | val_loss: 0.0312134 | Time: 1190.32 ms
[2022-03-07 07:01:03 main:574] : INFO : Epoch 1617 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 1193.23 ms
[2022-03-07 07:01:04 main:574] : INFO : Epoch 1618 | loss: 0.0312158 | val_loss: 0.0312141 | Time: 1205.01 ms
[2022-03-07 07:01:05 main:574] : INFO : Epoch 1619 | loss: 0.0312184 | val_loss: 0.0312163 | Time: 1199.56 ms
[2022-03-07 07:01:06 main:574] : INFO : Epoch 1620 | loss: 0.031226 | val_loss: 0.031228 | Time: 1204.31 ms
[2022-03-07 07:01:08 main:574] : INFO : Epoch 1621 | loss: 0.0312178 | val_loss: 0.0312131 | Time: 1183.69 ms
[2022-03-07 07:01:09 main:574] : INFO : Epoch 1622 | loss: 0.0312153 | val_loss: 0.0312142 | Time: 1200.53 ms
[2022-03-07 07:01:10 main:574] : INFO : Epoch 1623 | loss: 0.0312165 | val_loss: 0.0312158 | Time: 1185.29 ms
[2022-03-07 07:01:11 main:574] : INFO : Epoch 1624 | loss: 0.0312209 | val_loss: 0.0312131 | Time: 1211.14 ms
[2022-03-07 07:01:12 main:574] : INFO : Epoch 1625 | loss: 0.0312207 | val_loss: 0.0312152 | Time: 1187.22 ms
[2022-03-07 07:01:14 main:574] : INFO : Epoch 1626 | loss: 0.0312206 | val_loss: 0.031214 | Time: 1190.06 ms
[2022-03-07 07:01:15 main:574] : INFO : Epoch 1627 | loss: 0.0312163 | val_loss: 0.0312127 | Time: 1188.03 ms
[2022-03-07 07:01:16 main:574] : INFO : Epoch 1628 | loss: 0.0312148 | val_loss: 0.0312132 | Time: 1210.82 ms
[2022-03-07 07:01:17 main:574] : INFO : Epoch 1629 | loss: 0.031216 | val_loss: 0.0312134 | Time: 1183.94 ms
[2022-03-07 07:01:18 main:574] : INFO : Epoch 1630 | loss: 0.0312152 | val_loss: 0.0312135 | Time: 1206.53 ms
[2022-03-07 07:01:20 main:574] : INFO : Epoch 1631 | loss: 0.0312173 | val_loss: 0.0312115 | Time: 1204.21 ms
[2022-03-07 07:01:21 main:574] : INFO : Epoch 1632 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 1173.88 ms
[2022-03-07 07:01:22 main:574] : INFO : Epoch 1633 | loss: 0.0312112 | val_loss: 0.0312086 | Time: 1194.09 ms
[2022-03-07 07:01:23 main:574] : INFO : Epoch 1634 | loss: 0.03121 | val_loss: 0.0312123 | Time: 1211.26 ms
[2022-03-07 07:01:24 main:574] : INFO : Epoch 1635 | loss: 0.0312098 | val_loss: 0.0312057 | Time: 1201.47 ms
[2022-03-07 07:01:26 main:574] : INFO : Epoch 1636 | loss: 0.031209 | val_loss: 0.031205 | Time: 1222.27 ms
[2022-03-07 07:01:27 main:574] : INFO : Epoch 1637 | loss: 0.0312076 | val_loss: 0.0312054 | Time: 1179.33 ms
[2022-03-07 07:01:28 main:574] : INFO : Epoch 1638 | loss: 0.0312054 | val_loss: 0.0312056 | Time: 1206.68 ms
[2022-03-07 07:01:29 main:574] : INFO : Epoch 1639 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 1218 ms
[2022-03-07 07:01:30 main:574] : INFO : Epoch 1640 | loss: 0.0312049 | val_loss: 0.031203 | Time: 1194.6 ms
[2022-03-07 07:01:32 main:574] : INFO : Epoch 1641 | loss: 0.0312072 | val_loss: 0.0312224 | Time: 1205.58 ms
[2022-03-07 07:01:33 main:574] : INFO : Epoch 1642 | loss: 0.0312075 | val_loss: 0.0312024 | Time: 1199.05 ms
[2022-03-07 07:01:34 main:574] : INFO : Epoch 1643 | loss: 0.0312032 | val_loss: 0.0312026 | Time: 1188.33 ms
[2022-03-07 07:01:35 main:574] : INFO : Epoch 1644 | loss: 0.0312046 | val_loss: 0.0311993 | Time: 1198.54 ms
[2022-03-07 07:01:36 main:574] : INFO : Epoch 1645 | loss: 0.0312004 | val_loss: 0.0311981 | Time: 1196.72 ms
[2022-03-07 07:01:38 main:574] : INFO : Epoch 1646 | loss: 0.0312002 | val_loss: 0.0311984 | Time: 1195.69 ms
[2022-03-07 07:01:39 main:574] : INFO : Epoch 1647 | loss: 0.0311998 | val_loss: 0.0311997 | Time: 1185.72 ms
[2022-03-07 07:01:40 main:574] : INFO : Epoch 1648 | loss: 0.0311999 | val_loss: 0.0311967 | Time: 1204.04 ms
[2022-03-07 07:01:41 main:574] : INFO : Epoch 1649 | loss: 0.0312026 | val_loss: 0.0312008 | Time: 1212.24 ms
[2022-03-07 07:01:42 main:574] : INFO : Epoch 1650 | loss: 0.0312019 | val_loss: 0.0311966 | Time: 1209.15 ms
[2022-03-07 07:01:44 main:574] : INFO : Epoch 1651 | loss: 0.0312016 | val_loss: 0.0311964 | Time: 1197.91 ms
[2022-03-07 07:01:45 main:574] : INFO : Epoch 1652 | loss: 0.0311987 | val_loss: 0.0311955 | Time: 1179.07 ms
[2022-03-07 07:01:46 main:574] : INFO : Epoch 1653 | loss: 0.031201 | val_loss: 0.0311971 | Time: 1197.48 ms
[2022-03-07 07:01:47 main:574] : INFO : Epoch 1654 | loss: 0.0311983 | val_loss: 0.0311956 | Time: 1186.62 ms
[2022-03-07 07:01:48 main:574] : INFO : Epoch 1655 | loss: 0.0312002 | val_loss: 0.0311946 | Time: 1193.49 ms
[2022-03-07 07:01:50 main:574] : INFO : Epoch 1656 | loss: 0.0312 | val_loss: 0.0311948 | Time: 1195.59 ms
[2022-03-07 07:01:51 main:574] : INFO : Epoch 1657 | loss: 0.0311983 | val_loss: 0.031195 | Time: 1209.06 ms
[2022-03-07 07:01:52 main:574] : INFO : Epoch 1658 | loss: 0.0311984 | val_loss: 0.031195 | Time: 1200.94 ms
[2022-03-07 07:01:53 main:574] : INFO : Epoch 1659 | loss: 0.031198 | val_loss: 0.0311962 | Time: 1217.78 ms
[2022-03-07 07:01:54 main:574] : INFO : Epoch 1660 | loss: 0.0311975 | val_loss: 0.0311936 | Time: 1225.99 ms
[2022-03-07 07:01:56 main:574] : INFO : Epoch 1661 | loss: 0.031197 | val_loss: 0.0311938 | Time: 1200.86 ms
[2022-03-07 07:01:57 main:574] : INFO : Epoch 1662 | loss: 0.0311969 | val_loss: 0.0311932 | Time: 1184.44 ms
[2022-03-07 07:01:58 main:574] : INFO : Epoch 1663 | loss: 0.0311982 | val_loss: 0.0311935 | Time: 1187.19 ms
[2022-03-07 07:01:59 main:574] : INFO : Epoch 1664 | loss: 0.0311979 | val_loss: 0.0311951 | Time: 1218.27 ms
[2022-03-07 07:02:00 main:574] : INFO : Epoch 1665 | loss: 0.0311985 | val_loss: 0.0312216 | Time: 1185.45 ms
[2022-03-07 07:02:02 main:574] : INFO : Epoch 1666 | loss: 0.031204 | val_loss: 0.0311927 | Time: 1188.8 ms
[2022-03-07 07:02:03 main:574] : INFO : Epoch 1667 | loss: 0.0312002 | val_loss: 0.0311931 | Time: 1187.1 ms
[2022-03-07 07:02:04 main:574] : INFO : Epoch 1668 | loss: 0.0312009 | val_loss: 0.0312018 | Time: 1192.9 ms
[2022-03-07 07:02:05 main:574] : INFO : Epoch 1669 | loss: 0.031204 | val_loss: 0.0311956 | Time: 1190.39 ms
[2022-03-07 07:02:06 main:574] : INFO : Epoch 1670 | loss: 0.0311997 | val_loss: 0.0311968 | Time: 1174.35 ms
[2022-03-07 07:02:08 main:574] : INFO : Epoch 1671 | loss: 0.0311983 | val_loss: 0.0311927 | Time: 1194.59 ms
[2022-03-07 07:02:09 main:574] : INFO : Epoch 1672 | loss: 0.031198 | val_loss: 0.0311969 | Time: 1186.35 ms
[2022-03-07 07:02:10 main:574] : INFO : Epoch 1673 | loss: 0.0311989 | val_loss: 0.0311946 | Time: 1190.01 ms
[2022-03-07 07:02:11 main:574] : INFO : Epoch 1674 | loss: 0.0311977 | val_loss: 0.0311925 | Time: 1200.53 ms
[2022-03-07 07:02:12 main:574] : INFO : Epoch 1675 | loss: 0.031196 | val_loss: 0.0311928 | Time: 1200.76 ms
[2022-03-07 07:02:14 main:574] : INFO : Epoch 1676 | loss: 0.0311963 | val_loss: 0.0311974 | Time: 1194.45 ms
[2022-03-07 07:02:15 main:574] : INFO : Epoch 1677 | loss: 0.0311962 | val_loss: 0.031193 | Time: 1201.75 ms
[2022-03-07 07:02:16 main:574] : INFO : Epoch 1678 | loss: 0.0311962 | val_loss: 0.0311948 | Time: 1211.1 ms
[2022-03-07 07:02:17 main:574] : INFO : Epoch 1679 | loss: 0.0311997 | val_loss: 0.0311936 | Time: 1215.54 ms
[2022-03-07 07:02:18 main:574] : INFO : Epoch 1680 | loss: 0.0312007 | val_loss: 0.0311949 | Time: 1182.54 ms
[2022-03-07 07:02:20 main:574] : INFO : Epoch 1681 | loss: 0.0312011 | val_loss: 0.0311953 | Time: 1192.77 ms
[2022-03-07 07:02:21 main:574] : INFO : Epoch 1682 | loss: 0.0311988 | val_loss: 0.0311995 | Time: 1199 ms
[2022-03-07 07:02:22 main:574] : INFO : Epoch 1683 | loss: 0.0311989 | val_loss: 0.0311936 | Time: 1181.24 ms
[2022-03-07 07:02:23 main:574] : INFO : Epoch 1684 | loss: 0.0311956 | val_loss: 0.0311925 | Time: 1202 ms
[2022-03-07 07:02:24 main:574] : INFO : Epoch 1685 | loss: 0.0311967 | val_loss: 0.031206 | Time: 1186.61 ms
[2022-03-07 07:02:26 main:574] : INFO : Epoch 1686 | loss: 0.0312035 | val_loss: 0.0312026 | Time: 1168.83 ms
[2022-03-07 07:02:27 main:574] : INFO : Epoch 1687 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 1198.94 ms
[2022-03-07 07:02:28 main:574] : INFO : Epoch 1688 | loss: 0.0311955 | val_loss: 0.0311918 | Time: 1209.51 ms
[2022-03-07 07:02:29 main:574] : INFO : Epoch 1689 | loss: 0.0312007 | val_loss: 0.031192 | Time: 1197.57 ms
[2022-03-07 07:02:30 main:574] : INFO : Epoch 1690 | loss: 0.031198 | val_loss: 0.0311957 | Time: 1209.52 ms
[2022-03-07 07:02:32 main:574] : INFO : Epoch 1691 | loss: 0.0311969 | val_loss: 0.0311931 | Time: 1193.77 ms
[2022-03-07 07:02:33 main:574] : INFO : Epoch 1692 | loss: 0.031194 | val_loss: 0.0311917 | Time: 1178.56 ms
[2022-03-07 07:02:34 main:574] : INFO : Epoch 1693 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 1202.44 ms
[2022-03-07 07:02:35 main:574] : INFO : Epoch 1694 | loss: 0.0311956 | val_loss: 0.0311991 | Time: 1184.78 ms
[2022-03-07 07:02:36 main:574] : INFO : Epoch 1695 | loss: 0.0311963 | val_loss: 0.0311938 | Time: 1195.84 ms
[2022-03-07 07:02:38 main:574] : INFO : Epoch 1696 | loss: 0.0311955 | val_loss: 0.0311931 | Time: 1216.41 ms
[2022-03-07 07:02:39 main:574] : INFO : Epoch 1697 | loss: 0.0311957 | val_loss: 0.0311939 | Time: 1209.94 ms
[2022-03-07 07:02:40 main:574] : INFO : Epoch 1698 | loss: 0.0311937 | val_loss: 0.0311928 | Time: 1184.94 ms
[2022-03-07 07:02:41 main:574] : INFO : Epoch 1699 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 1200.17 ms
[2022-03-07 07:02:42 main:574] : INFO : Epoch 1700 | loss: 0.0311941 | val_loss: 0.0311923 | Time: 1195.27 ms
[2022-03-07 07:02:43 main:574] : INFO : Epoch 1701 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 1162.75 ms
[2022-03-07 07:02:45 main:574] : INFO : Epoch 1702 | loss: 0.0311944 | val_loss: 0.0311919 | Time: 1202.03 ms
[2022-03-07 07:02:46 main:574] : INFO : Epoch 1703 | loss: 0.0311957 | val_loss: 0.0311918 | Time: 1190.2 ms
[2022-03-07 07:02:47 main:574] : INFO : Epoch 1704 | loss: 0.031193 | val_loss: 0.0311944 | Time: 1188.14 ms
[2022-03-07 07:02:48 main:574] : INFO : Epoch 1705 | loss: 0.0311951 | val_loss: 0.0311923 | Time: 1199.45 ms
[2022-03-07 07:02:49 main:574] : INFO : Epoch 1706 | loss: 0.0311954 | val_loss: 0.0311939 | Time: 1172.57 ms
[2022-03-07 07:02:51 main:574] : INFO : Epoch 1707 | loss: 0.0311968 | val_loss: 0.0312178 | Time: 1174.54 ms
[2022-03-07 07:02:52 main:574] : INFO : Epoch 1708 | loss: 0.0312009 | val_loss: 0.0312175 | Time: 1200.62 ms
[2022-03-07 07:02:53 main:574] : INFO : Epoch 1709 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 1180.61 ms
[2022-03-07 07:02:54 main:574] : INFO : Epoch 1710 | loss: 0.0311941 | val_loss: 0.0311937 | Time: 1195.15 ms
[2022-03-07 07:02:55 main:574] : INFO : Epoch 1711 | loss: 0.0311938 | val_loss: 0.0311932 | Time: 1193.6 ms
[2022-03-07 07:02:57 main:574] : INFO : Epoch 1712 | loss: 0.031195 | val_loss: 0.031197 | Time: 1219.1 ms
[2022-03-07 07:02:58 main:574] : INFO : Epoch 1713 | loss: 0.0311972 | val_loss: 0.0311934 | Time: 1191.32 ms
[2022-03-07 07:02:59 main:574] : INFO : Epoch 1714 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 1194.44 ms
[2022-03-07 07:03:00 main:574] : INFO : Epoch 1715 | loss: 0.0311986 | val_loss: 0.0311972 | Time: 1207.13 ms
[2022-03-07 07:03:01 main:574] : INFO : Epoch 1716 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 1204.26 ms
[2022-03-07 07:03:03 main:574] : INFO : Epoch 1717 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 1202.82 ms
[2022-03-07 07:03:04 main:574] : INFO : Epoch 1718 | loss: 0.0311938 | val_loss: 0.0311912 | Time: 1196.72 ms
[2022-03-07 07:03:05 main:574] : INFO : Epoch 1719 | loss: 0.0311948 | val_loss: 0.0311939 | Time: 1195.23 ms
[2022-03-07 07:03:06 main:574] : INFO : Epoch 1720 | loss: 0.0311952 | val_loss: 0.0311928 | Time: 1198.69 ms
[2022-03-07 07:03:07 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.0311911 | Time: 1191.57 ms
[2022-03-07 07:03:09 main:574] : INFO : Epoch 1722 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 1190.7 ms
[2022-03-07 07:03:10 main:574] : INFO : Epoch 1723 | loss: 0.0311933 | val_loss: 0.0311952 | Time: 1192.94 ms
[2022-03-07 07:03:11 main:574] : INFO : Epoch 1724 | loss: 0.0311981 | val_loss: 0.0311982 | Time: 1184.81 ms
[2022-03-07 07:03:12 main:574] : INFO : Epoch 1725 | loss: 0.0311952 | val_loss: 0.031198 | Time: 1198.76 ms
[2022-03-07 07:03:13 main:574] : INFO : Epoch 1726 | loss: 0.0311959 | val_loss: 0.0311922 | Time: 1213.74 ms
[2022-03-07 07:03:15 main:574] : INFO : Epoch 1727 | loss: 0.0311947 | val_loss: 0.0311908 | Time: 1188.01 ms
[2022-03-07 07:03:16 main:574] : INFO : Epoch 1728 | loss: 0.0311946 | val_loss: 0.0311912 | Time: 1166.74 ms
[2022-03-07 07:03:17 main:574] : INFO : Epoch 1729 | loss: 0.0311946 | val_loss: 0.0311911 | Time: 1190.56 ms
[2022-03-07 07:03:18 main:574] : INFO : Epoch 1730 | loss: 0.0311955 | val_loss: 0.031198 | Time: 1193.33 ms
[2022-03-07 07:03:19 main:574] : INFO : Epoch 1731 | loss: 0.0311963 | val_loss: 0.0311907 | Time: 1181.84 ms
[2022-03-07 07:03:20 main:574] : INFO : Epoch 1732 | loss: 0.0311942 | val_loss: 0.0311906 | Time: 1182.94 ms
[2022-03-07 07:03:22 main:574] : INFO : Epoch 1733 | loss: 0.0311917 | val_loss: 0.03119 | Time: 1196.56 ms
[2022-03-07 07:03:23 main:574] : INFO : Epoch 1734 | loss: 0.0311938 | val_loss: 0.0311984 | Time: 1202.85 ms
[2022-03-07 07:03:24 main:574] : INFO : Epoch 1735 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 1200.04 ms
[2022-03-07 07:03:25 main:574] : INFO : Epoch 1736 | loss: 0.0311999 | val_loss: 0.0311904 | Time: 1217.27 ms
[2022-03-07 07:03:27 main:574] : INFO : Epoch 1737 | loss: 0.0311947 | val_loss: 0.0311926 | Time: 1207.51 ms
[2022-03-07 07:03:28 main:574] : INFO : Epoch 1738 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 1187.31 ms
[2022-03-07 07:03:29 main:574] : INFO : Epoch 1739 | loss: 0.0311915 | val_loss: 0.0311934 | Time: 1211.35 ms
[2022-03-07 07:03:30 main:574] : INFO : Epoch 1740 | loss: 0.0311934 | val_loss: 0.0311894 | Time: 1187.86 ms
[2022-03-07 07:03:31 main:574] : INFO : Epoch 1741 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 1209.88 ms
[2022-03-07 07:03:33 main:574] : INFO : Epoch 1742 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 1197.4 ms
[2022-03-07 07:03:34 main:574] : INFO : Epoch 1743 | loss: 0.0311936 | val_loss: 0.0311903 | Time: 1170.41 ms
[2022-03-07 07:03:35 main:574] : INFO : Epoch 1744 | loss: 0.0311929 | val_loss: 0.031192 | Time: 1178.56 ms
[2022-03-07 07:03:36 main:574] : INFO : Epoch 1745 | loss: 0.0311951 | val_loss: 0.0312025 | Time: 1197.79 ms
[2022-03-07 07:03:37 main:574] : INFO : Epoch 1746 | loss: 0.0311964 | val_loss: 0.0311894 | Time: 1195.18 ms
[2022-03-07 07:03:38 main:574] : INFO : Epoch 1747 | loss: 0.0311932 | val_loss: 0.0311883 | Time: 1205.32 ms
[2022-03-07 07:03:40 main:574] : INFO : Epoch 1748 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1185.71 ms
[2022-03-07 07:03:41 main:574] : INFO : Epoch 1749 | loss: 0.0311936 | val_loss: 0.0311922 | Time: 1213.36 ms
[2022-03-07 07:03:42 main:574] : INFO : Epoch 1750 | loss: 0.0311912 | val_loss: 0.0311885 | Time: 1185.39 ms
[2022-03-07 07:03:43 main:574] : INFO : Epoch 1751 | loss: 0.0311903 | val_loss: 0.03119 | Time: 1207.64 ms
[2022-03-07 07:03:44 main:574] : INFO : Epoch 1752 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 1199.21 ms
[2022-03-07 07:03:46 main:574] : INFO : Epoch 1753 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 1212.67 ms
[2022-03-07 07:03:47 main:574] : INFO : Epoch 1754 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 1192.91 ms
[2022-03-07 07:03:48 main:574] : INFO : Epoch 1755 | loss: 0.031191 | val_loss: 0.0311899 | Time: 1203.21 ms
[2022-03-07 07:03:49 main:574] : INFO : Epoch 1756 | loss: 0.0311908 | val_loss: 0.0311884 | Time: 1213.7 ms
[2022-03-07 07:03:51 main:574] : INFO : Epoch 1757 | loss: 0.031191 | val_loss: 0.0311881 | Time: 1200.95 ms
[2022-03-07 07:03:52 main:574] : INFO : Epoch 1758 | loss: 0.0311905 | val_loss: 0.0311875 | Time: 1197.51 ms
[2022-03-07 07:03:53 main:574] : INFO : Epoch 1759 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 1199.63 ms
[2022-03-07 07:03:54 main:574] : INFO : Epoch 1760 | loss: 0.0311905 | val_loss: 0.0311872 | Time: 1184.8 ms
[2022-03-07 07:03:55 main:574] : INFO : Epoch 1761 | loss: 0.0311898 | val_loss: 0.0311871 | Time: 1190.1 ms
[2022-03-07 07:03:56 main:574] : INFO : Epoch 1762 | loss: 0.0311899 | val_loss: 0.0311874 | Time: 1211.02 ms
[2022-03-07 07:03:58 main:574] : INFO : Epoch 1763 | loss: 0.0311906 | val_loss: 0.0311886 | Time: 1198.3 ms
[2022-03-07 07:03:59 main:574] : INFO : Epoch 1764 | loss: 0.0311898 | val_loss: 0.0311874 | Time: 1188.81 ms
[2022-03-07 07:04:00 main:574] : INFO : Epoch 1765 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 1175.79 ms
[2022-03-07 07:04:01 main:574] : INFO : Epoch 1766 | loss: 0.0311904 | val_loss: 0.0311855 | Time: 1194.82 ms
[2022-03-07 07:04:03 main:574] : INFO : Epoch 1767 | loss: 0.0311875 | val_loss: 0.0311838 | Time: 1204.16 ms
[2022-03-07 07:04:04 main:574] : INFO : Epoch 1768 | loss: 0.031187 | val_loss: 0.0311848 | Time: 1196.22 ms
[2022-03-07 07:04:05 main:574] : INFO : Epoch 1769 | loss: 0.0311886 | val_loss: 0.0311895 | Time: 1203.1 ms
[2022-03-07 07:04:06 main:574] : INFO : Epoch 1770 | loss: 0.0311888 | val_loss: 0.0311856 | Time: 1213.93 ms
[2022-03-07 07:04:07 main:574] : INFO : Epoch 1771 | loss: 0.03119 | val_loss: 0.0311904 | Time: 1176.72 ms
[2022-03-07 07:04:09 main:574] : INFO : Epoch 1772 | loss: 0.0311881 | val_loss: 0.0311851 | Time: 1207.88 ms
[2022-03-07 07:04:10 main:574] : INFO : Epoch 1773 | loss: 0.0311878 | val_loss: 0.0311862 | Time: 1205.77 ms
[2022-03-07 07:04:11 main:574] : INFO : Epoch 1774 | loss: 0.031187 | val_loss: 0.0311851 | Time: 1175.62 ms
[2022-03-07 07:04:12 main:574] : INFO : Epoch 1775 | loss: 0.0311875 | val_loss: 0.0311943 | Time: 1211.41 ms
[2022-03-07 07:04:13 main:574] : INFO : Epoch 1776 | loss: 0.0311894 | val_loss: 0.031194 | Time: 1189.63 ms
[2022-03-07 07:04:15 main:574] : INFO : Epoch 1777 | loss: 0.0311881 | val_loss: 0.0311836 | Time: 1201.28 ms
[2022-03-07 07:04:16 main:574] : INFO : Epoch 1778 | loss: 0.0311848 | val_loss: 0.0311857 | Time: 1213.49 ms
[2022-03-07 07:04:17 main:574] : INFO : Epoch 1779 | loss: 0.0311855 | val_loss: 0.0311853 | Time: 1185.92 ms
[2022-03-07 07:04:18 main:574] : INFO : Epoch 1780 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 1192.97 ms
[2022-03-07 07:04:19 main:574] : INFO : Epoch 1781 | loss: 0.031187 | val_loss: 0.0311948 | Time: 1212.03 ms
[2022-03-07 07:04:21 main:574] : INFO : Epoch 1782 | loss: 0.0311904 | val_loss: 0.0311915 | Time: 1198.55 ms
[2022-03-07 07:04:22 main:574] : INFO : Epoch 1783 | loss: 0.0311857 | val_loss: 0.0311846 | Time: 1202.41 ms
[2022-03-07 07:04:23 main:574] : INFO : Epoch 1784 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 1197.68 ms
[2022-03-07 07:04:24 main:574] : INFO : Epoch 1785 | loss: 0.0311854 | val_loss: 0.0311833 | Time: 1203.22 ms
[2022-03-07 07:04:25 main:574] : INFO : Epoch 1786 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 1202.31 ms
[2022-03-07 07:04:27 main:574] : INFO : Epoch 1787 | loss: 0.0311862 | val_loss: 0.0311843 | Time: 1211.58 ms
[2022-03-07 07:04:28 main:574] : INFO : Epoch 1788 | loss: 0.0311887 | val_loss: 0.0311929 | Time: 1200.64 ms
[2022-03-07 07:04:29 main:574] : INFO : Epoch 1789 | loss: 0.0311864 | val_loss: 0.0311839 | Time: 1181.77 ms
[2022-03-07 07:04:30 main:574] : INFO : Epoch 1790 | loss: 0.0311866 | val_loss: 0.0311889 | Time: 1182.66 ms
[2022-03-07 07:04:31 main:574] : INFO : Epoch 1791 | loss: 0.0311854 | val_loss: 0.0311841 | Time: 1187.98 ms
[2022-03-07 07:04:32 main:574] : INFO : Epoch 1792 | loss: 0.0311843 | val_loss: 0.0311839 | Time: 1196.33 ms
[2022-03-07 07:04:34 main:574] : INFO : Epoch 1793 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 1196.46 ms
[2022-03-07 07:04:35 main:574] : INFO : Epoch 1794 | loss: 0.0311861 | val_loss: 0.0311856 | Time: 1204.98 ms
[2022-03-07 07:04:36 main:574] : INFO : Epoch 1795 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 1199.43 ms
[2022-03-07 07:04:37 main:574] : INFO : Epoch 1796 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 1210.24 ms
[2022-03-07 07:04:39 main:574] : INFO : Epoch 1797 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 1214.64 ms
[2022-03-07 07:04:40 main:574] : INFO : Epoch 1798 | loss: 0.031187 | val_loss: 0.0311886 | Time: 1194.45 ms
[2022-03-07 07:04:41 main:574] : INFO : Epoch 1799 | loss: 0.0311886 | val_loss: 0.0311979 | Time: 1190.63 ms
[2022-03-07 07:04:42 main:574] : INFO : Epoch 1800 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 1199.6 ms
[2022-03-07 07:04:43 main:574] : INFO : Epoch 1801 | loss: 0.0311876 | val_loss: 0.031188 | Time: 1200.25 ms
[2022-03-07 07:04:45 main:574] : INFO : Epoch 1802 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 1191.3 ms
[2022-03-07 07:04:46 main:574] : INFO : Epoch 1803 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 1192.22 ms
[2022-03-07 07:04:47 main:574] : INFO : Epoch 1804 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 1195.45 ms
[2022-03-07 07:04:48 main:574] : INFO : Epoch 1805 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 1179.17 ms
[2022-03-07 07:04:49 main:574] : INFO : Epoch 1806 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 1212.44 ms
[2022-03-07 07:04:50 main:574] : INFO : Epoch 1807 | loss: 0.0311838 | val_loss: 0.0311841 | Time: 1200.55 ms
[2022-03-07 07:04:52 main:574] : INFO : Epoch 1808 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 1193.95 ms
[2022-03-07 07:04:53 main:574] : INFO : Epoch 1809 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 1185.38 ms
[2022-03-07 07:04:54 main:574] : INFO : Epoch 1810 | loss: 0.0311854 | val_loss: 0.0311839 | Time: 1190.88 ms
[2022-03-07 07:04:55 main:574] : INFO : Epoch 1811 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1185.01 ms
[2022-03-07 07:04:56 main:574] : INFO : Epoch 1812 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 1193.73 ms
[2022-03-07 07:04:58 main:574] : INFO : Epoch 1813 | loss: 0.0311845 | val_loss: 0.0311891 | Time: 1215.56 ms
[2022-03-07 07:04:59 main:574] : INFO : Epoch 1814 | loss: 0.0311879 | val_loss: 0.03119 | Time: 1223.15 ms
[2022-03-07 07:05:00 main:574] : INFO : Epoch 1815 | loss: 0.0311878 | val_loss: 0.0311903 | Time: 1198.88 ms
[2022-03-07 07:05:01 main:574] : INFO : Epoch 1816 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 1179.83 ms
[2022-03-07 07:05:02 main:574] : INFO : Epoch 1817 | loss: 0.0311858 | val_loss: 0.031185 | Time: 1194.52 ms
[2022-03-07 07:05:04 main:574] : INFO : Epoch 1818 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 1211.55 ms
[2022-03-07 07:05:05 main:574] : INFO : Epoch 1819 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 1187.65 ms
[2022-03-07 07:05:06 main:574] : INFO : Epoch 1820 | loss: 0.0311898 | val_loss: 0.0311855 | Time: 1194.35 ms
[2022-03-07 07:05:07 main:574] : INFO : Epoch 1821 | loss: 0.0311885 | val_loss: 0.0311861 | Time: 1191.23 ms
[2022-03-07 07:05:08 main:574] : INFO : Epoch 1822 | loss: 0.0311843 | val_loss: 0.0311827 | Time: 1167.08 ms
[2022-03-07 07:05:10 main:574] : INFO : Epoch 1823 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 1181.34 ms
[2022-03-07 07:05:11 main:574] : INFO : Epoch 1824 | loss: 0.0311847 | val_loss: 0.0311852 | Time: 1190.06 ms
[2022-03-07 07:05:12 main:574] : INFO : Epoch 1825 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 1178.97 ms
[2022-03-07 07:05:13 main:574] : INFO : Epoch 1826 | loss: 0.031186 | val_loss: 0.0311831 | Time: 1188.23 ms
[2022-03-07 07:05:14 main:574] : INFO : Epoch 1827 | loss: 0.0311844 | val_loss: 0.0311869 | Time: 1198.67 ms
[2022-03-07 07:05:16 main:574] : INFO : Epoch 1828 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 1178.47 ms
[2022-03-07 07:05:17 main:574] : INFO : Epoch 1829 | loss: 0.0311853 | val_loss: 0.0311857 | Time: 1191.84 ms
[2022-03-07 07:05:18 main:574] : INFO : Epoch 1830 | loss: 0.0311867 | val_loss: 0.031188 | Time: 1201.08 ms
[2022-03-07 07:05:19 main:574] : INFO : Epoch 1831 | loss: 0.0311874 | val_loss: 0.0311834 | Time: 1181.12 ms
[2022-03-07 07:05:20 main:574] : INFO : Epoch 1832 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 1203.5 ms
[2022-03-07 07:05:22 main:574] : INFO : Epoch 1833 | loss: 0.0311867 | val_loss: 0.0311844 | Time: 1185.84 ms
[2022-03-07 07:05:23 main:574] : INFO : Epoch 1834 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 1177.66 ms
[2022-03-07 07:05:24 main:574] : INFO : Epoch 1835 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 1207.65 ms
[2022-03-07 07:05:25 main:574] : INFO : Epoch 1836 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 1189.35 ms
[2022-03-07 07:05:26 main:574] : INFO : Epoch 1837 | loss: 0.0311859 | val_loss: 0.0311838 | Time: 1182.22 ms
[2022-03-07 07:05:27 main:574] : INFO : Epoch 1838 | loss: 0.0311845 | val_loss: 0.031185 | Time: 1193.13 ms
[2022-03-07 07:05:29 main:574] : INFO : Epoch 1839 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 1200.55 ms
[2022-03-07 07:05:30 main:574] : INFO : Epoch 1840 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 1209.14 ms
[2022-03-07 07:05:31 main:574] : INFO : Epoch 1841 | loss: 0.0311848 | val_loss: 0.0311829 | Time: 1195.24 ms
[2022-03-07 07:05:32 main:574] : INFO : Epoch 1842 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 1206.97 ms
[2022-03-07 07:05:33 main:574] : INFO : Epoch 1843 | loss: 0.031184 | val_loss: 0.0311865 | Time: 1194.24 ms
[2022-03-07 07:05:35 main:574] : INFO : Epoch 1844 | loss: 0.0311872 | val_loss: 0.0311946 | Time: 1194.65 ms
[2022-03-07 07:05:36 main:574] : INFO : Epoch 1845 | loss: 0.0311866 | val_loss: 0.0311821 | Time: 1201.78 ms
[2022-03-07 07:05:37 main:574] : INFO : Epoch 1846 | loss: 0.031187 | val_loss: 0.0311879 | Time: 1190.55 ms
[2022-03-07 07:05:38 main:574] : INFO : Epoch 1847 | loss: 0.0311853 | val_loss: 0.0311843 | Time: 1206.45 ms
[2022-03-07 07:05:39 main:574] : INFO : Epoch 1848 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 1210.78 ms
[2022-03-07 07:05:41 main:574] : INFO : Epoch 1849 | loss: 0.0311839 | val_loss: 0.0311835 | Time: 1212.19 ms
[2022-03-07 07:05:42 main:574] : INFO : Epoch 1850 | loss: 0.0311844 | val_loss: 0.0311848 | Time: 1191.99 ms
[2022-03-07 07:05:43 main:574] : INFO : Epoch 1851 | loss: 0.0311842 | val_loss: 0.0311896 | Time: 1193.32 ms
[2022-03-07 07:05:44 main:574] : INFO : Epoch 1852 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 1213.29 ms
[2022-03-07 07:05:45 main:574] : INFO : Epoch 1853 | loss: 0.0311847 | val_loss: 0.031184 | Time: 1179.77 ms
[2022-03-07 07:05:47 main:574] : INFO : Epoch 1854 | loss: 0.0311865 | val_loss: 0.0311933 | Time: 1196.74 ms
[2022-03-07 07:05:48 main:574] : INFO : Epoch 1855 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 1201.39 ms
[2022-03-07 07:05:49 main:574] : INFO : Epoch 1856 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 1207.55 ms
[2022-03-07 07:05:50 main:574] : INFO : Epoch 1857 | loss: 0.0311852 | val_loss: 0.0311834 | Time: 1196.19 ms
[2022-03-07 07:05:51 main:574] : INFO : Epoch 1858 | loss: 0.0311826 | val_loss: 0.0311831 | Time: 1197.19 ms
[2022-03-07 07:05:53 main:574] : INFO : Epoch 1859 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 1171.5 ms
[2022-03-07 07:05:54 main:574] : INFO : Epoch 1860 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 1196.97 ms
[2022-03-07 07:05:55 main:574] : INFO : Epoch 1861 | loss: 0.0311853 | val_loss: 0.0311842 | Time: 1209.03 ms
[2022-03-07 07:05:56 main:574] : INFO : Epoch 1862 | loss: 0.031183 | val_loss: 0.0311831 | Time: 1199.45 ms
[2022-03-07 07:05:57 main:574] : INFO : Epoch 1863 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 1193.22 ms
[2022-03-07 07:05:59 main:574] : INFO : Epoch 1864 | loss: 0.0311849 | val_loss: 0.0311832 | Time: 1211.58 ms
[2022-03-07 07:06:00 main:574] : INFO : Epoch 1865 | loss: 0.0311849 | val_loss: 0.0311933 | Time: 1186.62 ms
[2022-03-07 07:06:01 main:574] : INFO : Epoch 1866 | loss: 0.0311901 | val_loss: 0.0311851 | Time: 1204.9 ms
[2022-03-07 07:06:02 main:574] : INFO : Epoch 1867 | loss: 0.0311883 | val_loss: 0.0311892 | Time: 1180.93 ms
[2022-03-07 07:06:03 main:574] : INFO : Epoch 1868 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 1205.95 ms
[2022-03-07 07:06:05 main:574] : INFO : Epoch 1869 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 1220.41 ms
[2022-03-07 07:06:06 main:574] : INFO : Epoch 1870 | loss: 0.0311894 | val_loss: 0.0311863 | Time: 1193.13 ms
[2022-03-07 07:06:07 main:574] : INFO : Epoch 1871 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 1206.16 ms
[2022-03-07 07:06:08 main:574] : INFO : Epoch 1872 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 1185.17 ms
[2022-03-07 07:06:09 main:574] : INFO : Epoch 1873 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1185.57 ms
[2022-03-07 07:06:11 main:574] : INFO : Epoch 1874 | loss: 0.0311871 | val_loss: 0.0311842 | Time: 1175.32 ms
[2022-03-07 07:06:12 main:574] : INFO : Epoch 1875 | loss: 0.0311844 | val_loss: 0.0311817 | Time: 1173.97 ms
[2022-03-07 07:06:13 main:574] : INFO : Epoch 1876 | loss: 0.0311841 | val_loss: 0.0311826 | Time: 1190.77 ms
[2022-03-07 07:06:14 main:574] : INFO : Epoch 1877 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 1201.05 ms
[2022-03-07 07:06:15 main:574] : INFO : Epoch 1878 | loss: 0.031183 | val_loss: 0.0311838 | Time: 1207.39 ms
[2022-03-07 07:06:17 main:574] : INFO : Epoch 1879 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1207.38 ms
[2022-03-07 07:06:18 main:574] : INFO : Epoch 1880 | loss: 0.0311862 | val_loss: 0.0311832 | Time: 1200.54 ms
[2022-03-07 07:06:19 main:574] : INFO : Epoch 1881 | loss: 0.0311828 | val_loss: 0.0311906 | Time: 1192.61 ms
[2022-03-07 07:06:20 main:574] : INFO : Epoch 1882 | loss: 0.0311863 | val_loss: 0.0311836 | Time: 1205.02 ms
[2022-03-07 07:06:21 main:574] : INFO : Epoch 1883 | loss: 0.0311837 | val_loss: 0.0311823 | Time: 1200.69 ms
[2022-03-07 07:06:23 main:574] : INFO : Epoch 1884 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 1195.91 ms
[2022-03-07 07:06:24 main:574] : INFO : Epoch 1885 | loss: 0.0311835 | val_loss: 0.0311874 | Time: 1184.46 ms
[2022-03-07 07:06:25 main:574] : INFO : Epoch 1886 | loss: 0.0311865 | val_loss: 0.0311943 | Time: 1193.06 ms
[2022-03-07 07:06:26 main:574] : INFO : Epoch 1887 | loss: 0.0311924 | val_loss: 0.0311862 | Time: 1195.38 ms
[2022-03-07 07:06:27 main:574] : INFO : Epoch 1888 | loss: 0.031188 | val_loss: 0.0311832 | Time: 1218.36 ms
[2022-03-07 07:06:29 main:574] : INFO : Epoch 1889 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1205.63 ms
[2022-03-07 07:06:30 main:574] : INFO : Epoch 1890 | loss: 0.0311835 | val_loss: 0.031183 | Time: 1218.38 ms
[2022-03-07 07:06:31 main:574] : INFO : Epoch 1891 | loss: 0.031186 | val_loss: 0.0311854 | Time: 1192.09 ms
[2022-03-07 07:06:32 main:574] : INFO : Epoch 1892 | loss: 0.0311869 | val_loss: 0.031182 | Time: 1196.27 ms
[2022-03-07 07:06:33 main:574] : INFO : Epoch 1893 | loss: 0.0311854 | val_loss: 0.0311824 | Time: 1209.22 ms
[2022-03-07 07:06:35 main:574] : INFO : Epoch 1894 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 1201.38 ms
[2022-03-07 07:06:36 main:574] : INFO : Epoch 1895 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 1197.9 ms
[2022-03-07 07:06:37 main:574] : INFO : Epoch 1896 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 1200.71 ms
[2022-03-07 07:06:38 main:574] : INFO : Epoch 1897 | loss: 0.031183 | val_loss: 0.0311813 | Time: 1204.2 ms
[2022-03-07 07:06:39 main:574] : INFO : Epoch 1898 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 1210.3 ms
[2022-03-07 07:06:41 main:574] : INFO : Epoch 1899 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 1176.61 ms
[2022-03-07 07:06:42 main:574] : INFO : Epoch 1900 | loss: 0.0311831 | val_loss: 0.0311836 | Time: 1207.94 ms
[2022-03-07 07:06:43 main:574] : INFO : Epoch 1901 | loss: 0.031183 | val_loss: 0.03118 | Time: 1208.88 ms
[2022-03-07 07:06:44 main:574] : INFO : Epoch 1902 | loss: 0.0311865 | val_loss: 0.0311833 | Time: 1184.33 ms
[2022-03-07 07:06:45 main:574] : INFO : Epoch 1903 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 1204.77 ms
[2022-03-07 07:06:47 main:574] : INFO : Epoch 1904 | loss: 0.0311842 | val_loss: 0.0311883 | Time: 1181.41 ms
[2022-03-07 07:06:48 main:574] : INFO : Epoch 1905 | loss: 0.0311873 | val_loss: 0.0311854 | Time: 1191.97 ms
[2022-03-07 07:06:49 main:574] : INFO : Epoch 1906 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 1198.31 ms
[2022-03-07 07:06:50 main:574] : INFO : Epoch 1907 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 1198.55 ms
[2022-03-07 07:06:51 main:574] : INFO : Epoch 1908 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 1196.68 ms
[2022-03-07 07:06:53 main:574] : INFO : Epoch 1909 | loss: 0.0311855 | val_loss: 0.0311895 | Time: 1187.17 ms
[2022-03-07 07:06:54 main:574] : INFO : Epoch 1910 | loss: 0.0311862 | val_loss: 0.0311807 | Time: 1187.47 ms
[2022-03-07 07:06:55 main:574] : INFO : Epoch 1911 | loss: 0.0311815 | val_loss: 0.0311826 | Time: 1168.25 ms
[2022-03-07 07:06:56 main:574] : INFO : Epoch 1912 | loss: 0.0311831 | val_loss: 0.0311825 | Time: 1198.31 ms
[2022-03-07 07:06:57 main:574] : INFO : Epoch 1913 | loss: 0.0311824 | val_loss: 0.0311825 | Time: 1211.58 ms
[2022-03-07 07:06:59 main:574] : INFO : Epoch 1914 | loss: 0.0311847 | val_loss: 0.031186 | Time: 1183.79 ms
[2022-03-07 07:07:00 main:574] : INFO : Epoch 1915 | loss: 0.031186 | val_loss: 0.0311845 | Time: 1202.32 ms
[2022-03-07 07:07:01 main:574] : INFO : Epoch 1916 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 1190.16 ms
[2022-03-07 07:07:02 main:574] : INFO : Epoch 1917 | loss: 0.0311853 | val_loss: 0.0311811 | Time: 1203.86 ms
[2022-03-07 07:07:03 main:574] : INFO : Epoch 1918 | loss: 0.0311873 | val_loss: 0.0311824 | Time: 1220.61 ms
[2022-03-07 07:07:05 main:574] : INFO : Epoch 1919 | loss: 0.0311838 | val_loss: 0.0311809 | Time: 1213.25 ms
[2022-03-07 07:07:06 main:574] : INFO : Epoch 1920 | loss: 0.0311846 | val_loss: 0.0311878 | Time: 1191.76 ms
[2022-03-07 07:07:07 main:574] : INFO : Epoch 1921 | loss: 0.031186 | val_loss: 0.0311887 | Time: 1196.05 ms
[2022-03-07 07:07:08 main:574] : INFO : Epoch 1922 | loss: 0.031185 | val_loss: 0.0311824 | Time: 1207.96 ms
[2022-03-07 07:07:09 main:574] : INFO : Epoch 1923 | loss: 0.0311847 | val_loss: 0.0311829 | Time: 1204.67 ms
[2022-03-07 07:07:11 main:574] : INFO : Epoch 1924 | loss: 0.0311838 | val_loss: 0.0311794 | Time: 1190.64 ms
[2022-03-07 07:07:12 main:574] : INFO : Epoch 1925 | loss: 0.031186 | val_loss: 0.031184 | Time: 1204.37 ms
[2022-03-07 07:07:13 main:574] : INFO : Epoch 1926 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 1220.35 ms
[2022-03-07 07:07:14 main:574] : INFO : Epoch 1927 | loss: 0.0311837 | val_loss: 0.0311822 | Time: 1199.36 ms
[2022-03-07 07:07:15 main:574] : INFO : Epoch 1928 | loss: 0.0311817 | val_loss: 0.0311828 | Time: 1201.52 ms
[2022-03-07 07:07:17 main:574] : INFO : Epoch 1929 | loss: 0.0311821 | val_loss: 0.0311798 | Time: 1187.35 ms
[2022-03-07 07:07:18 main:574] : INFO : Epoch 1930 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 1183.25 ms
[2022-03-07 07:07:19 main:574] : INFO : Epoch 1931 | loss: 0.0311803 | val_loss: 0.0311818 | Time: 1205.39 ms
[2022-03-07 07:07:20 main:574] : INFO : Epoch 1932 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 1203.89 ms
[2022-03-07 07:07:21 main:574] : INFO : Epoch 1933 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 1215.49 ms
[2022-03-07 07:07:23 main:574] : INFO : Epoch 1934 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 1210.56 ms
[2022-03-07 07:07:24 main:574] : INFO : Epoch 1935 | loss: 0.03118 | val_loss: 0.0311794 | Time: 1201.49 ms
[2022-03-07 07:07:25 main:574] : INFO : Epoch 1936 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1198.02 ms
[2022-03-07 07:07:26 main:574] : INFO : Epoch 1937 | loss: 0.0311826 | val_loss: 0.0311793 | Time: 1184.41 ms
[2022-03-07 07:07:27 main:574] : INFO : Epoch 1938 | loss: 0.0311825 | val_loss: 0.0311794 | Time: 1182.02 ms
[2022-03-07 07:07:29 main:574] : INFO : Epoch 1939 | loss: 0.031183 | val_loss: 0.0311791 | Time: 1205.26 ms
[2022-03-07 07:07:30 main:574] : INFO : Epoch 1940 | loss: 0.0311816 | val_loss: 0.0311804 | Time: 1194.54 ms
[2022-03-07 07:07:31 main:574] : INFO : Epoch 1941 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1185.29 ms
[2022-03-07 07:07:32 main:574] : INFO : Epoch 1942 | loss: 0.0311843 | val_loss: 0.0311809 | Time: 1182.52 ms
[2022-03-07 07:07:33 main:574] : INFO : Epoch 1943 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 1204.6 ms
[2022-03-07 07:07:35 main:574] : INFO : Epoch 1944 | loss: 0.0311833 | val_loss: 0.0311782 | Time: 1219.44 ms
[2022-03-07 07:07:36 main:574] : INFO : Epoch 1945 | loss: 0.03118 | val_loss: 0.0311777 | Time: 1192.3 ms
[2022-03-07 07:07:37 main:574] : INFO : Epoch 1946 | loss: 0.0311799 | val_loss: 0.0311781 | Time: 1201.84 ms
[2022-03-07 07:07:38 main:574] : INFO : Epoch 1947 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 1197.57 ms
[2022-03-07 07:07:39 main:574] : INFO : Epoch 1948 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 1217.14 ms
[2022-03-07 07:07:41 main:574] : INFO : Epoch 1949 | loss: 0.0311844 | val_loss: 0.0311823 | Time: 1168.71 ms
[2022-03-07 07:07:42 main:574] : INFO : Epoch 1950 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 1178.37 ms
[2022-03-07 07:07:43 main:574] : INFO : Epoch 1951 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 1197.31 ms
[2022-03-07 07:07:44 main:574] : INFO : Epoch 1952 | loss: 0.0311814 | val_loss: 0.0311798 | Time: 1187.78 ms
[2022-03-07 07:07:45 main:574] : INFO : Epoch 1953 | loss: 0.0311813 | val_loss: 0.0311786 | Time: 1187.67 ms
[2022-03-07 07:07:47 main:574] : INFO : Epoch 1954 | loss: 0.0311827 | val_loss: 0.0311793 | Time: 1208.31 ms
[2022-03-07 07:07:48 main:574] : INFO : Epoch 1955 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 1186.74 ms
[2022-03-07 07:07:49 main:574] : INFO : Epoch 1956 | loss: 0.0311796 | val_loss: 0.0311788 | Time: 1189.53 ms
[2022-03-07 07:07:50 main:574] : INFO : Epoch 1957 | loss: 0.0311812 | val_loss: 0.0311786 | Time: 1197.79 ms
[2022-03-07 07:07:51 main:574] : INFO : Epoch 1958 | loss: 0.031183 | val_loss: 0.0311868 | Time: 1186.42 ms
[2022-03-07 07:07:53 main:574] : INFO : Epoch 1959 | loss: 0.0311828 | val_loss: 0.0311801 | Time: 1213.37 ms
[2022-03-07 07:07:54 main:574] : INFO : Epoch 1960 | loss: 0.0311788 | val_loss: 0.0311776 | Time: 1186.64 ms
[2022-03-07 07:07:55 main:574] : INFO : Epoch 1961 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1180.52 ms
[2022-03-07 07:07:56 main:574] : INFO : Epoch 1962 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 1202.15 ms
[2022-03-07 07:07:57 main:574] : INFO : Epoch 1963 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 1177.9 ms
[2022-03-07 07:07:58 main:574] : INFO : Epoch 1964 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 1206.44 ms
[2022-03-07 07:08:00 main:574] : INFO : Epoch 1965 | loss: 0.0311821 | val_loss: 0.0311802 | Time: 1198.96 ms
[2022-03-07 07:08:01 main:574] : INFO : Epoch 1966 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 1189.44 ms
[2022-03-07 07:08:02 main:574] : INFO : Epoch 1967 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 1202.08 ms
[2022-03-07 07:08:03 main:574] : INFO : Epoch 1968 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 1184.65 ms
[2022-03-07 07:08:04 main:574] : INFO : Epoch 1969 | loss: 0.0311812 | val_loss: 0.0311826 | Time: 1200.72 ms
[2022-03-07 07:08:06 main:574] : INFO : Epoch 1970 | loss: 0.0311825 | val_loss: 0.0311826 | Time: 1200.15 ms
[2022-03-07 07:08:07 main:574] : INFO : Epoch 1971 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 1186.6 ms
[2022-03-07 07:08:08 main:574] : INFO : Epoch 1972 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 1189.51 ms
[2022-03-07 07:08:09 main:574] : INFO : Epoch 1973 | loss: 0.0311807 | val_loss: 0.0311781 | Time: 1196.72 ms
[2022-03-07 07:08:10 main:574] : INFO : Epoch 1974 | loss: 0.0311796 | val_loss: 0.031178 | Time: 1198.43 ms
[2022-03-07 07:08:12 main:574] : INFO : Epoch 1975 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 1207.76 ms
[2022-03-07 07:08:13 main:574] : INFO : Epoch 1976 | loss: 0.0311807 | val_loss: 0.031183 | Time: 1207.34 ms
[2022-03-07 07:08:14 main:574] : INFO : Epoch 1977 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 1201.12 ms
[2022-03-07 07:08:15 main:574] : INFO : Epoch 1978 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 1191.77 ms
[2022-03-07 07:08:16 main:574] : INFO : Epoch 1979 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 1209.53 ms
[2022-03-07 07:08:18 main:574] : INFO : Epoch 1980 | loss: 0.0311825 | val_loss: 0.0311804 | Time: 1205.33 ms
[2022-03-07 07:08:19 main:574] : INFO : Epoch 1981 | loss: 0.0311816 | val_loss: 0.0311812 | Time: 1203.81 ms
[2022-03-07 07:08:20 main:574] : INFO : Epoch 1982 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 1208.63 ms
[2022-03-07 07:08:21 main:574] : INFO : Epoch 1983 | loss: 0.03118 | val_loss: 0.0311825 | Time: 1198.41 ms
[2022-03-07 07:08:22 main:574] : INFO : Epoch 1984 | loss: 0.03118 | val_loss: 0.0311806 | Time: 1192.3 ms
[2022-03-07 07:08:24 main:574] : INFO : Epoch 1985 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 1182.75 ms
[2022-03-07 07:08:25 main:574] : INFO : Epoch 1986 | loss: 0.0311798 | val_loss: 0.0311787 | Time: 1189.14 ms
[2022-03-07 07:08:26 main:574] : INFO : Epoch 1987 | loss: 0.0311812 | val_loss: 0.0311829 | Time: 1211.9 ms
[2022-03-07 07:08:27 main:574] : INFO : Epoch 1988 | loss: 0.0311881 | val_loss: 0.0311848 | Time: 1219.75 ms
[2022-03-07 07:08:28 main:574] : INFO : Epoch 1989 | loss: 0.0311824 | val_loss: 0.0311814 | Time: 1196.24 ms
[2022-03-07 07:08:30 main:574] : INFO : Epoch 1990 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 1196.72 ms
[2022-03-07 07:08:31 main:574] : INFO : Epoch 1991 | loss: 0.0311845 | val_loss: 0.0311823 | Time: 1168.63 ms
[2022-03-07 07:08:32 main:574] : INFO : Epoch 1992 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 1201.49 ms
[2022-03-07 07:08:33 main:574] : INFO : Epoch 1993 | loss: 0.031182 | val_loss: 0.0311821 | Time: 1203.62 ms
[2022-03-07 07:08:34 main:574] : INFO : Epoch 1994 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 1192.04 ms
[2022-03-07 07:08:36 main:574] : INFO : Epoch 1995 | loss: 0.0311858 | val_loss: 0.031183 | Time: 1195.1 ms
[2022-03-07 07:08:37 main:574] : INFO : Epoch 1996 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 1199.64 ms
[2022-03-07 07:08:38 main:574] : INFO : Epoch 1997 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 1187.56 ms
[2022-03-07 07:08:39 main:574] : INFO : Epoch 1998 | loss: 0.031179 | val_loss: 0.0311797 | Time: 1195.27 ms
[2022-03-07 07:08:40 main:574] : INFO : Epoch 1999 | loss: 0.0311823 | val_loss: 0.031185 | Time: 1200.61 ms
[2022-03-07 07:08:42 main:574] : INFO : Epoch 2000 | loss: 0.0311826 | val_loss: 0.0311809 | Time: 1187.66 ms
[2022-03-07 07:08:43 main:574] : INFO : Epoch 2001 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 1179.34 ms
[2022-03-07 07:08:44 main:574] : INFO : Epoch 2002 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 1201.23 ms
[2022-03-07 07:08:45 main:574] : INFO : Epoch 2003 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 1196.2 ms
[2022-03-07 07:08:46 main:574] : INFO : Epoch 2004 | loss: 0.0311824 | val_loss: 0.0311807 | Time: 1189.68 ms
[2022-03-07 07:08:48 main:574] : INFO : Epoch 2005 | loss: 0.031183 | val_loss: 0.0311794 | Time: 1200.41 ms
[2022-03-07 07:08:49 main:574] : INFO : Epoch 2006 | loss: 0.0311834 | val_loss: 0.0311829 | Time: 1198.9 ms
[2022-03-07 07:08:50 main:574] : INFO : Epoch 2007 | loss: 0.0311819 | val_loss: 0.0311865 | Time: 1199.32 ms
[2022-03-07 07:08:51 main:574] : INFO : Epoch 2008 | loss: 0.0311851 | val_loss: 0.0311817 | Time: 1206.98 ms
[2022-03-07 07:08:52 main:574] : INFO : Epoch 2009 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 1180.73 ms
[2022-03-07 07:08:54 main:574] : INFO : Epoch 2010 | loss: 0.0311884 | val_loss: 0.0311821 | Time: 1187.76 ms
[2022-03-07 07:08:55 main:574] : INFO : Epoch 2011 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 1210.37 ms
[2022-03-07 07:08:56 main:574] : INFO : Epoch 2012 | loss: 0.0311835 | val_loss: 0.0311792 | Time: 1210.77 ms
[2022-03-07 07:08:57 main:574] : INFO : Epoch 2013 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 1207.31 ms
[2022-03-07 07:08:58 main:574] : INFO : Epoch 2014 | loss: 0.0311825 | val_loss: 0.0311814 | Time: 1178.5 ms
[2022-03-07 07:09:00 main:574] : INFO : Epoch 2015 | loss: 0.031182 | val_loss: 0.0311835 | Time: 1210.74 ms
[2022-03-07 07:09:01 main:574] : INFO : Epoch 2016 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 1208.73 ms
[2022-03-07 07:09:02 main:574] : INFO : Epoch 2017 | loss: 0.0311796 | val_loss: 0.0311814 | Time: 1206.39 ms
[2022-03-07 07:09:03 main:574] : INFO : Epoch 2018 | loss: 0.0311801 | val_loss: 0.0311802 | Time: 1191.05 ms
[2022-03-07 07:09:04 main:574] : INFO : Epoch 2019 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 1190.72 ms
[2022-03-07 07:09:06 main:574] : INFO : Epoch 2020 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 1204.18 ms
[2022-03-07 07:09:07 main:574] : INFO : Epoch 2021 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 1193.42 ms
[2022-03-07 07:09:08 main:574] : INFO : Epoch 2022 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 1197.34 ms
[2022-03-07 07:09:09 main:574] : INFO : Epoch 2023 | loss: 0.0311799 | val_loss: 0.0311915 | Time: 1200.87 ms
[2022-03-07 07:09:10 main:574] : INFO : Epoch 2024 | loss: 0.0311837 | val_loss: 0.0311807 | Time: 1190.33 ms
[2022-03-07 07:09:12 main:574] : INFO : Epoch 2025 | loss: 0.0311803 | val_loss: 0.031181 | Time: 1201.58 ms
[2022-03-07 07:09:13 main:574] : INFO : Epoch 2026 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 1192.64 ms
[2022-03-07 07:09:14 main:574] : INFO : Epoch 2027 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 1199.83 ms
[2022-03-07 07:09:15 main:574] : INFO : Epoch 2028 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 1200.84 ms
[2022-03-07 07:09:16 main:574] : INFO : Epoch 2029 | loss: 0.0311785 | val_loss: 0.0311768 | Time: 1195.29 ms
[2022-03-07 07:09:18 main:574] : INFO : Epoch 2030 | loss: 0.0311794 | val_loss: 0.031178 | Time: 1186.21 ms
[2022-03-07 07:09:19 main:574] : INFO : Epoch 2031 | loss: 0.0311779 | val_loss: 0.0311779 | Time: 1205.6 ms
[2022-03-07 07:09:20 main:574] : INFO : Epoch 2032 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 1207.2 ms
[2022-03-07 07:09:21 main:574] : INFO : Epoch 2033 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 1177.81 ms
[2022-03-07 07:09:22 main:574] : INFO : Epoch 2034 | loss: 0.0311778 | val_loss: 0.0311789 | Time: 1214.31 ms
[2022-03-07 07:09:24 main:574] : INFO : Epoch 2035 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 1197.61 ms
[2022-03-07 07:09:25 main:574] : INFO : Epoch 2036 | loss: 0.0311815 | val_loss: 0.0311793 | Time: 1217.45 ms
[2022-03-07 07:09:26 main:574] : INFO : Epoch 2037 | loss: 0.03118 | val_loss: 0.0311778 | Time: 1186.79 ms
[2022-03-07 07:09:27 main:574] : INFO : Epoch 2038 | loss: 0.0311805 | val_loss: 0.0311794 | Time: 1206.38 ms
[2022-03-07 07:09:28 main:574] : INFO : Epoch 2039 | loss: 0.0311796 | val_loss: 0.0311777 | Time: 1194.04 ms
[2022-03-07 07:09:30 main:574] : INFO : Epoch 2040 | loss: 0.0311791 | val_loss: 0.031178 | Time: 1198.38 ms
[2022-03-07 07:09:31 main:574] : INFO : Epoch 2041 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 1172.56 ms
[2022-03-07 07:09:32 main:574] : INFO : Epoch 2042 | loss: 0.0311792 | val_loss: 0.031179 | Time: 1202.27 ms
[2022-03-07 07:09:33 main:574] : INFO : Epoch 2043 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 1207.3 ms
[2022-03-07 07:09:34 main:574] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 1212.7 ms
[2022-03-07 07:09:36 main:574] : INFO : Epoch 2045 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 1206.85 ms
[2022-03-07 07:09:37 main:574] : INFO : Epoch 2046 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1210.43 ms
[2022-03-07 07:09:38 main:574] : INFO : Epoch 2047 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 1210.83 ms
[2022-03-07 07:09:39 main:574] : INFO : Epoch 2048 | loss: 0.0311781 | val_loss: 0.031179 | Time: 1179.49 ms
[2022-03-07 07:09:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031179
[2022-03-07 07:09:39 main:603] : INFO : Saving end state to config to file
[2022-03-07 07:09:39 main:608] : INFO : Success, exiting..
07:09:39 (9468): 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)