Task 12415241
| Name | ParityModified-1645996542-6651-1-0_0 |
| Workunit | 9585719 |
| Created | 2 Mar 2022, 19:23:09 UTC |
| Sent | 7 Mar 2022, 9:30:26 UTC |
| Report deadline | 15 Mar 2022, 9:30:26 UTC |
| Received | 7 Mar 2022, 11:24:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 8 sec |
| CPU time | 40 min 4 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: 0.0311384 | val_loss: 0.0311959 | Time: 1202.24 ms [2022-03-07 04:14:26 main:574] : INFO : Epoch 1543 | loss: 0.031141 | val_loss: 0.0311832 | Time: 1187.91 ms [2022-03-07 04:14:28 main:574] : INFO : Epoch 1544 | loss: 0.03114 | val_loss: 0.0311854 | Time: 1180.16 ms [2022-03-07 04:14:29 main:574] : INFO : Epoch 1545 | loss: 0.0311398 | val_loss: 0.0311959 | Time: 1188.57 ms [2022-03-07 04:14:30 main:574] : INFO : Epoch 1546 | loss: 0.0311431 | val_loss: 0.0311874 | Time: 1185.22 ms [2022-03-07 04:14:31 main:574] : INFO : Epoch 1547 | loss: 0.0311404 | val_loss: 0.0311982 | Time: 1193.41 ms [2022-03-07 04:14:32 main:574] : INFO : Epoch 1548 | loss: 0.0311345 | val_loss: 0.031195 | Time: 1213.44 ms [2022-03-07 04:14:34 main:574] : INFO : Epoch 1549 | loss: 0.0311362 | val_loss: 0.0311933 | Time: 1361.82 ms [2022-03-07 04:14:35 main:574] : INFO : Epoch 1550 | loss: 0.0311394 | val_loss: 0.0311913 | Time: 1210.92 ms [2022-03-07 04:14:36 main:574] : INFO : Epoch 1551 | loss: 0.0311369 | val_loss: 0.0311908 | Time: 1174.56 ms [2022-03-07 04:14:37 main:574] : INFO : Epoch 1552 | loss: 0.0311344 | val_loss: 0.0311915 | Time: 1214.04 ms [2022-03-07 04:14:39 main:574] : INFO : Epoch 1553 | loss: 0.0311335 | val_loss: 0.0311935 | Time: 1210.44 ms [2022-03-07 04:14:40 main:574] : INFO : Epoch 1554 | loss: 0.0311368 | val_loss: 0.0311973 | Time: 1199.36 ms [2022-03-07 04:14:41 main:574] : INFO : Epoch 1555 | loss: 0.0311371 | val_loss: 0.0311954 | Time: 1187.42 ms [2022-03-07 04:14:42 main:574] : INFO : Epoch 1556 | loss: 0.0311326 | val_loss: 0.0311914 | Time: 1197.54 ms [2022-03-07 04:14:43 main:574] : INFO : Epoch 1557 | loss: 0.0311317 | val_loss: 0.0311997 | Time: 1171.89 ms [2022-03-07 04:14:45 main:574] : INFO : Epoch 1558 | loss: 0.0311372 | val_loss: 0.0311964 | Time: 1198.53 ms [2022-03-07 04:14:46 main:574] : INFO : Epoch 1559 | loss: 0.0311368 | val_loss: 0.0311899 | Time: 1187.54 ms [2022-03-07 04:14:47 main:574] : INFO : Epoch 1560 | loss: 0.0311366 | val_loss: 0.0311864 | Time: 1189.39 ms [2022-03-07 04:14:48 main:574] : INFO : Epoch 1561 | loss: 0.0311363 | val_loss: 0.0311946 | Time: 1196.18 ms [2022-03-07 04:14:49 main:574] : INFO : Epoch 1562 | loss: 0.0311363 | val_loss: 0.0311896 | Time: 1199.24 ms [2022-03-07 04:14:51 main:574] : INFO : Epoch 1563 | loss: 0.0311423 | val_loss: 0.0311901 | Time: 1198.55 ms [2022-03-07 04:14:52 main:574] : INFO : Epoch 1564 | loss: 0.0311356 | val_loss: 0.0311915 | Time: 1185.54 ms [2022-03-07 04:14:53 main:574] : INFO : Epoch 1565 | loss: 0.0311357 | val_loss: 0.0311881 | Time: 1180.27 ms [2022-03-07 04:14:54 main:574] : INFO : Epoch 1566 | loss: 0.0311334 | val_loss: 0.031188 | Time: 1189.28 ms [2022-03-07 04:14:55 main:574] : INFO : Epoch 1567 | loss: 0.0311358 | val_loss: 0.0311887 | Time: 1193.97 ms [2022-03-07 04:14:57 main:574] : INFO : Epoch 1568 | loss: 0.0311363 | val_loss: 0.0311877 | Time: 1198.23 ms [2022-03-07 04:14:58 main:574] : INFO : Epoch 1569 | loss: 0.0311397 | val_loss: 0.0311882 | Time: 1188.8 ms [2022-03-07 04:14:59 main:574] : INFO : Epoch 1570 | loss: 0.0311393 | val_loss: 0.0311919 | Time: 1183.75 ms [2022-03-07 04:15:00 main:574] : INFO : Epoch 1571 | loss: 0.0311394 | val_loss: 0.0311843 | Time: 1209.4 ms [2022-03-07 04:15:01 main:574] : INFO : Epoch 1572 | loss: 0.0311436 | val_loss: 0.0311859 | Time: 1176.84 ms [2022-03-07 04:15:03 main:574] : INFO : Epoch 1573 | loss: 0.0311402 | val_loss: 0.0311858 | Time: 1196.63 ms [2022-03-07 04:15:04 main:574] : INFO : Epoch 1574 | loss: 0.0311341 | val_loss: 0.0311914 | Time: 1202.84 ms [2022-03-07 04:15:05 main:574] : INFO : Epoch 1575 | loss: 0.0311317 | val_loss: 0.0311916 | Time: 1264.05 ms [2022-03-07 04:15:06 main:574] : INFO : Epoch 1576 | loss: 0.0311334 | val_loss: 0.0312091 | Time: 1385.37 ms [2022-03-07 04:15:08 main:574] : INFO : Epoch 1577 | loss: 0.0311393 | val_loss: 0.0311842 | Time: 1182.05 ms [2022-03-07 04:15:09 main:574] : INFO : Epoch 1578 | loss: 0.0311352 | val_loss: 0.0311865 | Time: 1205.27 ms [2022-03-07 04:15:10 main:574] : INFO : Epoch 1579 | loss: 0.0311337 | val_loss: 0.031203 | Time: 1200.58 ms [2022-03-07 04:15:11 main:574] : INFO : Epoch 1580 | loss: 0.0311336 | val_loss: 0.0311921 | Time: 1180.19 ms [2022-03-07 04:15:12 main:574] : INFO : Epoch 1581 | loss: 0.0311345 | val_loss: 0.0311912 | Time: 1184.28 ms [2022-03-07 04:15:14 main:574] : INFO : Epoch 1582 | loss: 0.0311359 | val_loss: 0.0311999 | Time: 1201.11 ms [2022-03-07 04:15:15 main:574] : INFO : Epoch 1583 | loss: 0.0311383 | val_loss: 0.0311832 | Time: 1208.84 ms [2022-03-07 04:15:16 main:574] : INFO : Epoch 1584 | loss: 0.0311346 | val_loss: 0.0311918 | Time: 1179.05 ms [2022-03-07 04:15:17 main:574] : INFO : Epoch 1585 | loss: 0.0311381 | val_loss: 0.0311901 | Time: 1196.92 ms [2022-03-07 04:15:18 main:574] : INFO : Epoch 1586 | loss: 0.0311355 | val_loss: 0.031191 | Time: 1187.26 ms [2022-03-07 04:15:20 main:574] : INFO : Epoch 1587 | loss: 0.0311309 | val_loss: 0.0311867 | Time: 1198.28 ms [2022-03-07 04:15:21 main:574] : INFO : Epoch 1588 | loss: 0.0311293 | val_loss: 0.031198 | Time: 1185.72 ms [2022-03-07 04:15:22 main:574] : INFO : Epoch 1589 | loss: 0.0311295 | val_loss: 0.0312036 | Time: 1191.01 ms [2022-03-07 04:15:23 main:574] : INFO : Epoch 1590 | loss: 0.0311318 | val_loss: 0.0311892 | Time: 1185.06 ms [2022-03-07 04:15:24 main:574] : INFO : Epoch 1591 | loss: 0.0311339 | val_loss: 0.0311948 | Time: 1190.84 ms [2022-03-07 04:15:26 main:574] : INFO : Epoch 1592 | loss: 0.0311296 | val_loss: 0.0311919 | Time: 1204.03 ms [2022-03-07 04:15:27 main:574] : INFO : Epoch 1593 | loss: 0.0311351 | val_loss: 0.031208 | Time: 1199.78 ms [2022-03-07 04:15:28 main:574] : INFO : Epoch 1594 | loss: 0.0311363 | val_loss: 0.0311942 | Time: 1209.42 ms [2022-03-07 04:15:29 main:574] : INFO : Epoch 1595 | loss: 0.0311374 | val_loss: 0.0312032 | Time: 1195 ms [2022-03-07 04:15:30 main:574] : INFO : Epoch 1596 | loss: 0.0311361 | val_loss: 0.0311937 | Time: 1192.55 ms [2022-03-07 04:15:32 main:574] : INFO : Epoch 1597 | loss: 0.0311406 | val_loss: 0.0311906 | Time: 1194.09 ms [2022-03-07 04:15:33 main:574] : INFO : Epoch 1598 | loss: 0.0311412 | val_loss: 0.0311864 | Time: 1191.06 ms [2022-03-07 04:15:34 main:574] : INFO : Epoch 1599 | loss: 0.0311355 | val_loss: 0.0311911 | Time: 1201.37 ms [2022-03-07 04:15:35 main:574] : INFO : Epoch 1600 | loss: 0.0311367 | val_loss: 0.0311904 | Time: 1190.71 ms [2022-03-07 04:15:36 main:574] : INFO : Epoch 1601 | loss: 0.0311359 | val_loss: 0.0311976 | Time: 1192.28 ms [2022-03-07 04:15:38 main:574] : INFO : Epoch 1602 | loss: 0.0311333 | val_loss: 0.0311888 | Time: 1228.54 ms [2022-03-07 04:15:39 main:574] : INFO : Epoch 1603 | loss: 0.031138 | val_loss: 0.0311845 | Time: 1199.22 ms [2022-03-07 04:15:40 main:574] : INFO : Epoch 1604 | loss: 0.0311366 | val_loss: 0.0311947 | Time: 1187.78 ms [2022-03-07 04:15:41 main:574] : INFO : Epoch 1605 | loss: 0.0311392 | val_loss: 0.0311848 | Time: 1235.15 ms [2022-03-07 04:15:43 main:574] : INFO : Epoch 1606 | loss: 0.0311402 | val_loss: 0.0311866 | Time: 1380.64 ms [2022-03-07 04:15:44 main:574] : INFO : Epoch 1607 | loss: 0.0311352 | val_loss: 0.0311896 | Time: 1187.49 ms [2022-03-07 04:15:45 main:574] : INFO : Epoch 1608 | loss: 0.0311359 | val_loss: 0.0311897 | Time: 1192.55 ms [2022-03-07 04:15:46 main:574] : INFO : Epoch 1609 | loss: 0.0311343 | val_loss: 0.0311964 | Time: 1176.16 ms [2022-03-07 04:15:47 main:574] : INFO : Epoch 1610 | loss: 0.0311407 | val_loss: 0.0311929 | Time: 1192.94 ms [2022-03-07 04:15:49 main:574] : INFO : Epoch 1611 | loss: 0.0311319 | val_loss: 0.0311864 | Time: 1216.86 ms [2022-03-07 04:15:50 main:574] : INFO : Epoch 1612 | loss: 0.0311317 | val_loss: 0.0311932 | Time: 1206.12 ms [2022-03-07 04:15:51 main:574] : INFO : Epoch 1613 | loss: 0.0311305 | val_loss: 0.0311891 | Time: 1254.81 ms [2022-03-07 04:15:52 main:574] : INFO : Epoch 1614 | loss: 0.0311305 | val_loss: 0.0311989 | Time: 1345.95 ms [2022-03-07 04:15:54 main:574] : INFO : Epoch 1615 | loss: 0.0311369 | val_loss: 0.0311908 | Time: 1185.77 ms [2022-03-07 04:15:55 main:574] : INFO : Epoch 1616 | loss: 0.0311349 | val_loss: 0.0311928 | Time: 1187.63 ms [2022-03-07 04:15:56 main:574] : INFO : Epoch 1617 | loss: 0.0311279 | val_loss: 0.0311992 | Time: 1188.9 ms [2022-03-07 04:15:57 main:574] : INFO : Epoch 1618 | loss: 0.0311274 | val_loss: 0.0311955 | Time: 1192.74 ms [2022-03-07 04:15:58 main:574] : INFO : Epoch 1619 | loss: 0.0311318 | val_loss: 0.0311941 | Time: 1179.65 ms [2022-03-07 04:16:00 main:574] : INFO : Epoch 1620 | loss: 0.0311296 | val_loss: 0.0311959 | Time: 1197.92 ms [2022-03-07 04:16:01 main:574] : INFO : Epoch 1621 | loss: 0.0311286 | val_loss: 0.0311958 | Time: 1210.17 ms [2022-03-07 04:16:02 main:574] : INFO : Epoch 1622 | loss: 0.031127 | val_loss: 0.0311958 | Time: 1183.45 ms [2022-03-07 04:16:03 main:574] : INFO : Epoch 1623 | loss: 0.0311338 | val_loss: 0.0311924 | Time: 1186.61 ms [2022-03-07 04:16:04 main:574] : INFO : Epoch 1624 | loss: 0.0311302 | val_loss: 0.0312031 | Time: 1216.23 ms [2022-03-07 04:16:06 main:574] : INFO : Epoch 1625 | loss: 0.0311322 | val_loss: 0.0311941 | Time: 1222.57 ms [2022-03-07 04:16:07 main:574] : INFO : Epoch 1626 | loss: 0.031135 | val_loss: 0.0311905 | Time: 1247.5 ms [2022-03-07 04:16:08 main:574] : INFO : Epoch 1627 | loss: 0.0311483 | val_loss: 0.0311881 | Time: 1319.41 ms [2022-03-07 04:16:10 main:574] : INFO : Epoch 1628 | loss: 0.0311424 | val_loss: 0.031189 | Time: 1375.79 ms [2022-03-07 04:16:11 main:574] : INFO : Epoch 1629 | loss: 0.0311382 | val_loss: 0.0311938 | Time: 1192.34 ms [2022-03-07 04:16:12 main:574] : INFO : Epoch 1630 | loss: 0.0311394 | val_loss: 0.0311893 | Time: 1197.35 ms [2022-03-07 04:16:13 main:574] : INFO : Epoch 1631 | loss: 0.0311314 | val_loss: 0.0311962 | Time: 1201.9 ms [2022-03-07 04:16:15 main:574] : INFO : Epoch 1632 | loss: 0.0311277 | val_loss: 0.0311905 | Time: 1210.9 ms [2022-03-07 04:16:16 main:574] : INFO : Epoch 1633 | loss: 0.0311351 | val_loss: 0.0311841 | Time: 1204.77 ms [2022-03-07 04:16:17 main:574] : INFO : Epoch 1634 | loss: 0.0311366 | val_loss: 0.0311957 | Time: 1179.91 ms [2022-03-07 04:16:18 main:574] : INFO : Epoch 1635 | loss: 0.0311297 | val_loss: 0.0311905 | Time: 1206.18 ms [2022-03-07 04:16:19 main:574] : INFO : Epoch 1636 | loss: 0.031137 | val_loss: 0.0311928 | Time: 1196.23 ms [2022-03-07 04:16:21 main:574] : INFO : Epoch 1637 | loss: 0.0311327 | val_loss: 0.0311917 | Time: 1182.98 ms [2022-03-07 04:16:22 main:574] : INFO : Epoch 1638 | loss: 0.0311317 | val_loss: 0.0311881 | Time: 1188.49 ms [2022-03-07 04:16:23 main:574] : INFO : Epoch 1639 | loss: 0.0311376 | val_loss: 0.0311942 | Time: 1197.92 ms [2022-03-07 04:16:24 main:574] : INFO : Epoch 1640 | loss: 0.0311401 | val_loss: 0.0311935 | Time: 1201.92 ms [2022-03-07 04:16:25 main:574] : INFO : Epoch 1641 | loss: 0.0311314 | val_loss: 0.0311923 | Time: 1195.01 ms [2022-03-07 04:16:27 main:574] : INFO : Epoch 1642 | loss: 0.0311413 | val_loss: 0.0311916 | Time: 1188.69 ms [2022-03-07 04:16:28 main:574] : INFO : Epoch 1643 | loss: 0.031135 | val_loss: 0.0311966 | Time: 1206.95 ms [2022-03-07 04:16:29 main:574] : INFO : Epoch 1644 | loss: 0.0311318 | val_loss: 0.0311928 | Time: 1195.59 ms [2022-03-07 04:16:30 main:574] : INFO : Epoch 1645 | loss: 0.0311294 | val_loss: 0.0311962 | Time: 1198.77 ms [2022-03-07 04:16:31 main:574] : INFO : Epoch 1646 | loss: 0.031131 | val_loss: 0.0312004 | Time: 1209.05 ms [2022-03-07 04:16:33 main:574] : INFO : Epoch 1647 | loss: 0.0311272 | val_loss: 0.0311994 | Time: 1233.88 ms [2022-03-07 04:16:34 main:574] : INFO : Epoch 1648 | loss: 0.0311282 | val_loss: 0.0311983 | Time: 1407.77 ms [2022-03-07 04:16:35 main:574] : INFO : Epoch 1649 | loss: 0.0311335 | val_loss: 0.0311945 | Time: 1206.58 ms [2022-03-07 04:16:37 main:574] : INFO : Epoch 1650 | loss: 0.0311318 | val_loss: 0.0312063 | Time: 1182.22 ms [2022-03-07 04:16:38 main:574] : INFO : Epoch 1651 | loss: 0.0311345 | val_loss: 0.0311968 | Time: 1186.7 ms [2022-03-07 04:16:39 main:574] : INFO : Epoch 1652 | loss: 0.0311294 | val_loss: 0.0311875 | Time: 1201.27 ms [2022-03-07 04:16:40 main:574] : INFO : Epoch 1653 | loss: 0.0311291 | val_loss: 0.0311949 | Time: 1187.16 ms [2022-03-07 04:16:41 main:574] : INFO : Epoch 1654 | loss: 0.0311283 | val_loss: 0.0312016 | Time: 1207.67 ms [2022-03-07 04:16:43 main:574] : INFO : Epoch 1655 | loss: 0.0311342 | val_loss: 0.0311914 | Time: 1206.33 ms [2022-03-07 04:16:44 main:574] : INFO : Epoch 1656 | loss: 0.0311323 | val_loss: 0.0312031 | Time: 1220.69 ms [2022-03-07 04:16:45 main:574] : INFO : Epoch 1657 | loss: 0.0311303 | val_loss: 0.03119 | Time: 1200.48 ms [2022-03-07 04:16:46 main:574] : INFO : Epoch 1658 | loss: 0.0311306 | val_loss: 0.0311936 | Time: 1187.39 ms [2022-03-07 04:16:47 main:574] : INFO : Epoch 1659 | loss: 0.0311287 | val_loss: 0.0311887 | Time: 1183.3 ms [2022-03-07 04:16:49 main:574] : INFO : Epoch 1660 | loss: 0.0311287 | val_loss: 0.031199 | Time: 1204.83 ms [2022-03-07 04:16:50 main:574] : INFO : Epoch 1661 | loss: 0.0311298 | val_loss: 0.0311978 | Time: 1210.96 ms [2022-03-07 04:16:51 main:574] : INFO : Epoch 1662 | loss: 0.031126 | val_loss: 0.031205 | Time: 1201.39 ms [2022-03-07 04:16:52 main:574] : INFO : Epoch 1663 | loss: 0.0311253 | val_loss: 0.0311909 | Time: 1187.71 ms [2022-03-07 04:16:53 main:574] : INFO : Epoch 1664 | loss: 0.0311232 | val_loss: 0.0312022 | Time: 1188.17 ms [2022-03-07 04:16:55 main:574] : INFO : Epoch 1665 | loss: 0.0311226 | val_loss: 0.0312003 | Time: 1185.01 ms [2022-03-07 04:16:56 main:574] : INFO : Epoch 1666 | loss: 0.0311265 | val_loss: 0.0311968 | Time: 1200.72 ms [2022-03-07 04:16:57 main:574] : INFO : Epoch 1667 | loss: 0.0311276 | val_loss: 0.0312085 | Time: 1188.48 ms [2022-03-07 04:16:58 main:574] : INFO : Epoch 1668 | loss: 0.0311279 | val_loss: 0.0311889 | Time: 1179.9 ms [2022-03-07 04:16:59 main:574] : INFO : Epoch 1669 | loss: 0.0311297 | val_loss: 0.031189 | Time: 1186.38 ms [2022-03-07 04:17:00 main:574] : INFO : Epoch 1670 | loss: 0.03113 | val_loss: 0.0311997 | Time: 1188.98 ms [2022-03-07 04:17:02 main:574] : INFO : Epoch 1671 | loss: 0.0311274 | val_loss: 0.0311878 | Time: 1192.26 ms [2022-03-07 04:17:03 main:574] : INFO : Epoch 1672 | loss: 0.0311322 | val_loss: 0.0311901 | Time: 1193.87 ms [2022-03-07 04:17:04 main:574] : INFO : Epoch 1673 | loss: 0.0311339 | val_loss: 0.0311897 | Time: 1188.5 ms [2022-03-07 04:17:05 main:574] : INFO : Epoch 1674 | loss: 0.0311291 | val_loss: 0.0311927 | Time: 1189.49 ms [2022-03-07 04:17:06 main:574] : INFO : Epoch 1675 | loss: 0.0311285 | val_loss: 0.0312011 | Time: 1195.39 ms [2022-03-07 04:17:08 main:574] : INFO : Epoch 1676 | loss: 0.0311304 | val_loss: 0.0311902 | Time: 1224.03 ms [2022-03-07 04:17:09 main:574] : INFO : Epoch 1677 | loss: 0.0311253 | val_loss: 0.0311969 | Time: 1198.4 ms [2022-03-07 04:17:10 main:574] : INFO : Epoch 1678 | loss: 0.0311283 | val_loss: 0.0312036 | Time: 1198.27 ms [2022-03-07 04:17:11 main:574] : INFO : Epoch 1679 | loss: 0.031127 | val_loss: 0.0312096 | Time: 1203.26 ms [2022-03-07 04:17:12 main:574] : INFO : Epoch 1680 | loss: 0.0311264 | val_loss: 0.0311982 | Time: 1203.88 ms [2022-03-07 04:17:14 main:574] : INFO : Epoch 1681 | loss: 0.0311268 | val_loss: 0.0311961 | Time: 1203.95 ms [2022-03-07 04:17:15 main:574] : INFO : Epoch 1682 | loss: 0.0311247 | val_loss: 0.0312068 | Time: 1213.13 ms [2022-03-07 04:17:16 main:574] : INFO : Epoch 1683 | loss: 0.0311287 | val_loss: 0.0311986 | Time: 1198.47 ms [2022-03-07 04:17:17 main:574] : INFO : Epoch 1684 | loss: 0.0311255 | val_loss: 0.0311991 | Time: 1197.77 ms [2022-03-07 04:17:18 main:574] : INFO : Epoch 1685 | loss: 0.0311254 | val_loss: 0.031197 | Time: 1187.33 ms [2022-03-07 04:17:20 main:574] : INFO : Epoch 1686 | loss: 0.031125 | val_loss: 0.0311982 | Time: 1184.91 ms [2022-03-07 04:17:21 main:574] : INFO : Epoch 1687 | loss: 0.0311298 | val_loss: 0.0311918 | Time: 1182.87 ms [2022-03-07 04:17:22 main:574] : INFO : Epoch 1688 | loss: 0.0311302 | val_loss: 0.0311898 | Time: 1172.69 ms [2022-03-07 04:17:23 main:574] : INFO : Epoch 1689 | loss: 0.0311273 | val_loss: 0.0311932 | Time: 1171.01 ms [2022-03-07 04:17:24 main:574] : INFO : Epoch 1690 | loss: 0.0311807 | val_loss: 0.0311956 | Time: 1198.89 ms [2022-03-07 04:17:26 main:574] : INFO : Epoch 1691 | loss: 0.0311916 | val_loss: 0.0311893 | Time: 1175.3 ms [2022-03-07 04:17:27 main:574] : INFO : Epoch 1692 | loss: 0.0311824 | val_loss: 0.0311877 | Time: 1201.17 ms [2022-03-07 04:17:28 main:574] : INFO : Epoch 1693 | loss: 0.0311794 | val_loss: 0.0311806 | Time: 1188.71 ms [2022-03-07 04:17:29 main:574] : INFO : Epoch 1694 | loss: 0.031177 | val_loss: 0.0311762 | Time: 1187.57 ms [2022-03-07 04:17:30 main:574] : INFO : Epoch 1695 | loss: 0.0311734 | val_loss: 0.0311753 | Time: 1189.69 ms [2022-03-07 04:17:32 main:574] : INFO : Epoch 1696 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 1180.97 ms [2022-03-07 04:17:33 main:574] : INFO : Epoch 1697 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 1184.61 ms [2022-03-07 04:17:34 main:574] : INFO : Epoch 1698 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 1219.85 ms [2022-03-07 04:17:35 main:574] : INFO : Epoch 1699 | loss: 0.0311652 | val_loss: 0.0311752 | Time: 1199.02 ms [2022-03-07 04:17:36 main:574] : INFO : Epoch 1700 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 1191.89 ms [2022-03-07 04:17:38 main:574] : INFO : Epoch 1701 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 1200.74 ms [2022-03-07 04:17:39 main:574] : INFO : Epoch 1702 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 1187.92 ms [2022-03-07 04:17:40 main:574] : INFO : Epoch 1703 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 1189.61 ms [2022-03-07 04:17:41 main:574] : INFO : Epoch 1704 | loss: 0.0311633 | val_loss: 0.0311812 | Time: 1191.39 ms [2022-03-07 04:17:42 main:574] : INFO : Epoch 1705 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 1196.9 ms [2022-03-07 04:17:43 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.0311757 | Time: 1172.55 ms [2022-03-07 04:17:45 main:574] : INFO : Epoch 1707 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 1179.16 ms [2022-03-07 04:17:46 main:574] : INFO : Epoch 1708 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 1196.8 ms [2022-03-07 04:17:47 main:574] : INFO : Epoch 1709 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 1185.16 ms [2022-03-07 04:17:48 main:574] : INFO : Epoch 1710 | loss: 0.03116 | val_loss: 0.031172 | Time: 1198.53 ms [2022-03-07 04:17:49 main:574] : INFO : Epoch 1711 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 1207.41 ms [2022-03-07 04:17:51 main:574] : INFO : Epoch 1712 | loss: 0.0311576 | val_loss: 0.0311726 | Time: 1198.4 ms [2022-03-07 04:17:52 main:574] : INFO : Epoch 1713 | loss: 0.0311564 | val_loss: 0.0311741 | Time: 1203.16 ms [2022-03-07 04:17:53 main:574] : INFO : Epoch 1714 | loss: 0.0311553 | val_loss: 0.0311754 | Time: 1196.02 ms [2022-03-07 04:17:54 main:574] : INFO : Epoch 1715 | loss: 0.0311556 | val_loss: 0.0311741 | Time: 1202.38 ms [2022-03-07 04:17:55 main:574] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311741 | Time: 1182.9 ms [2022-03-07 04:17:57 main:574] : INFO : Epoch 1717 | loss: 0.0311546 | val_loss: 0.031177 | Time: 1168.1 ms [2022-03-07 04:17:58 main:574] : INFO : Epoch 1718 | loss: 0.0311546 | val_loss: 0.0311774 | Time: 1198.44 ms [2022-03-07 04:17:59 main:574] : INFO : Epoch 1719 | loss: 0.0311544 | val_loss: 0.0311769 | Time: 1201.95 ms [2022-03-07 04:18:00 main:574] : INFO : Epoch 1720 | loss: 0.0311563 | val_loss: 0.0311789 | Time: 1210.66 ms [2022-03-07 04:18:01 main:574] : INFO : Epoch 1721 | loss: 0.0311549 | val_loss: 0.0311736 | Time: 1184.46 ms [2022-03-07 04:18:03 main:574] : INFO : Epoch 1722 | loss: 0.0311534 | val_loss: 0.0311776 | Time: 1192.71 ms [2022-03-07 04:18:04 main:574] : INFO : Epoch 1723 | loss: 0.0311551 | val_loss: 0.0311776 | Time: 1195.71 ms [2022-03-07 04:18:05 main:574] : INFO : Epoch 1724 | loss: 0.031158 | val_loss: 0.0311752 | Time: 1197.78 ms [2022-03-07 04:18:06 main:574] : INFO : Epoch 1725 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 1198.92 ms [2022-03-07 04:18:07 main:574] : INFO : Epoch 1726 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 1192.17 ms [2022-03-07 04:18:09 main:574] : INFO : Epoch 1727 | loss: 0.0311605 | val_loss: 0.0311788 | Time: 1195.92 ms [2022-03-07 04:18:10 main:574] : INFO : Epoch 1728 | loss: 0.0311618 | val_loss: 0.0311745 | Time: 1185.02 ms [2022-03-07 04:18:11 main:574] : INFO : Epoch 1729 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1186.18 ms [2022-03-07 04:18:12 main:574] : INFO : Epoch 1730 | loss: 0.0311585 | val_loss: 0.031174 | Time: 1207.44 ms [2022-03-07 04:18:13 main:574] : INFO : Epoch 1731 | loss: 0.0311551 | val_loss: 0.0311776 | Time: 1188.29 ms [2022-03-07 04:18:15 main:574] : INFO : Epoch 1732 | loss: 0.0311549 | val_loss: 0.0311785 | Time: 1192.1 ms [2022-03-07 04:18:16 main:574] : INFO : Epoch 1733 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 1198.81 ms [2022-03-07 04:18:17 main:574] : INFO : Epoch 1734 | loss: 0.0311506 | val_loss: 0.0311765 | Time: 1194.94 ms [2022-03-07 04:18:18 main:574] : INFO : Epoch 1735 | loss: 0.0311505 | val_loss: 0.031175 | Time: 1194.94 ms [2022-03-07 04:18:19 main:574] : INFO : Epoch 1736 | loss: 0.0311502 | val_loss: 0.0311763 | Time: 1196.4 ms [2022-03-07 04:18:21 main:574] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311752 | Time: 1203.99 ms [2022-03-07 04:18:22 main:574] : INFO : Epoch 1738 | loss: 0.0311531 | val_loss: 0.0311764 | Time: 1200.07 ms [2022-03-07 04:18:23 main:574] : INFO : Epoch 1739 | loss: 0.031152 | val_loss: 0.0311761 | Time: 1193.49 ms [2022-03-07 04:18:24 main:574] : INFO : Epoch 1740 | loss: 0.031154 | val_loss: 0.0311774 | Time: 1187.6 ms [2022-03-07 04:18:25 main:574] : INFO : Epoch 1741 | loss: 0.0311654 | val_loss: 0.0311772 | Time: 1195.76 ms [2022-03-07 04:18:26 main:574] : INFO : Epoch 1742 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 1187.78 ms [2022-03-07 04:18:28 main:574] : INFO : Epoch 1743 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 1189.95 ms [2022-03-07 04:18:29 main:574] : INFO : Epoch 1744 | loss: 0.0311559 | val_loss: 0.0311744 | Time: 1216.31 ms [2022-03-07 04:18:30 main:574] : INFO : Epoch 1745 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 1203.77 ms [2022-03-07 04:18:31 main:574] : INFO : Epoch 1746 | loss: 0.0311539 | val_loss: 0.0311781 | Time: 1187.57 ms [2022-03-07 04:18:32 main:574] : INFO : Epoch 1747 | loss: 0.0311542 | val_loss: 0.0311729 | Time: 1170.27 ms [2022-03-07 04:18:34 main:574] : INFO : Epoch 1748 | loss: 0.0311521 | val_loss: 0.0311752 | Time: 1187.98 ms [2022-03-07 04:18:35 main:574] : INFO : Epoch 1749 | loss: 0.031152 | val_loss: 0.0311731 | Time: 1188.48 ms [2022-03-07 04:18:36 main:574] : INFO : Epoch 1750 | loss: 0.0311515 | val_loss: 0.0311727 | Time: 1192.74 ms [2022-03-07 04:18:37 main:574] : INFO : Epoch 1751 | loss: 0.0311503 | val_loss: 0.0311747 | Time: 1202.12 ms [2022-03-07 04:18:38 main:574] : INFO : Epoch 1752 | loss: 0.0311482 | val_loss: 0.0311761 | Time: 1192.95 ms [2022-03-07 04:18:40 main:574] : INFO : Epoch 1753 | loss: 0.0311481 | val_loss: 0.0311761 | Time: 1199.56 ms [2022-03-07 04:18:41 main:574] : INFO : Epoch 1754 | loss: 0.0311484 | val_loss: 0.0311732 | Time: 1182.68 ms [2022-03-07 04:18:42 main:574] : INFO : Epoch 1755 | loss: 0.031147 | val_loss: 0.031173 | Time: 1187.2 ms [2022-03-07 04:18:43 main:574] : INFO : Epoch 1756 | loss: 0.031148 | val_loss: 0.0311753 | Time: 1192.73 ms [2022-03-07 04:18:44 main:574] : INFO : Epoch 1757 | loss: 0.0311481 | val_loss: 0.0311749 | Time: 1211.62 ms [2022-03-07 04:18:46 main:574] : INFO : Epoch 1758 | loss: 0.0311474 | val_loss: 0.0311787 | Time: 1197.98 ms [2022-03-07 04:18:47 main:574] : INFO : Epoch 1759 | loss: 0.031147 | val_loss: 0.0311797 | Time: 1176 ms [2022-03-07 04:18:48 main:574] : INFO : Epoch 1760 | loss: 0.0311493 | val_loss: 0.0311823 | Time: 1176.38 ms [2022-03-07 04:18:49 main:574] : INFO : Epoch 1761 | loss: 0.0311477 | val_loss: 0.03118 | Time: 1203.53 ms [2022-03-07 04:18:50 main:574] : INFO : Epoch 1762 | loss: 0.0311461 | val_loss: 0.0311778 | Time: 1183.15 ms [2022-03-07 04:18:52 main:574] : INFO : Epoch 1763 | loss: 0.0311459 | val_loss: 0.0311777 | Time: 1180.5 ms [2022-03-07 04:18:53 main:574] : INFO : Epoch 1764 | loss: 0.0311433 | val_loss: 0.0311793 | Time: 1191.5 ms [2022-03-07 04:18:54 main:574] : INFO : Epoch 1765 | loss: 0.0311446 | val_loss: 0.031179 | Time: 1216.04 ms [2022-03-07 04:18:55 main:574] : INFO : Epoch 1766 | loss: 0.0311432 | val_loss: 0.0311818 | Time: 1188.11 ms [2022-03-07 04:18:56 main:574] : INFO : Epoch 1767 | loss: 0.0311461 | val_loss: 0.0311769 | Time: 1204.82 ms [2022-03-07 04:18:58 main:574] : INFO : Epoch 1768 | loss: 0.031144 | val_loss: 0.0311758 | Time: 1200.89 ms [2022-03-07 04:18:59 main:574] : INFO : Epoch 1769 | loss: 0.0311459 | val_loss: 0.0311764 | Time: 1188.25 ms [2022-03-07 04:19:00 main:574] : INFO : Epoch 1770 | loss: 0.0311449 | val_loss: 0.0311766 | Time: 1210.58 ms [2022-03-07 04:19:01 main:574] : INFO : Epoch 1771 | loss: 0.0311471 | val_loss: 0.0311815 | Time: 1201.79 ms [2022-03-07 04:19:02 main:574] : INFO : Epoch 1772 | loss: 0.0311443 | val_loss: 0.0311779 | Time: 1187.1 ms [2022-03-07 04:19:04 main:574] : INFO : Epoch 1773 | loss: 0.0311454 | val_loss: 0.0311791 | Time: 1194.22 ms [2022-03-07 04:19:05 main:574] : INFO : Epoch 1774 | loss: 0.0311455 | val_loss: 0.0311788 | Time: 1184.45 ms [2022-03-07 04:19:06 main:574] : INFO : Epoch 1775 | loss: 0.0311455 | val_loss: 0.0311733 | Time: 1186.95 ms [2022-03-07 04:19:07 main:574] : INFO : Epoch 1776 | loss: 0.0311471 | val_loss: 0.0311817 | Time: 1213.58 ms [2022-03-07 04:19:08 main:574] : INFO : Epoch 1777 | loss: 0.0311437 | val_loss: 0.0311802 | Time: 1198.21 ms [2022-03-07 04:19:10 main:574] : INFO : Epoch 1778 | loss: 0.0311437 | val_loss: 0.0311788 | Time: 1228.93 ms [2022-03-07 04:19:11 main:574] : INFO : Epoch 1779 | loss: 0.0311415 | val_loss: 0.0311757 | Time: 1213.83 ms [2022-03-07 04:19:12 main:574] : INFO : Epoch 1780 | loss: 0.0311436 | val_loss: 0.0311847 | Time: 1202.06 ms [2022-03-07 04:19:13 main:574] : INFO : Epoch 1781 | loss: 0.0311463 | val_loss: 0.0311787 | Time: 1193.46 ms [2022-03-07 04:19:14 main:574] : INFO : Epoch 1782 | loss: 0.0311429 | val_loss: 0.0311779 | Time: 1196.07 ms [2022-03-07 04:19:16 main:574] : INFO : Epoch 1783 | loss: 0.0311416 | val_loss: 0.031178 | Time: 1206.55 ms [2022-03-07 04:19:17 main:574] : INFO : Epoch 1784 | loss: 0.0311418 | val_loss: 0.0311764 | Time: 1189.28 ms [2022-03-07 04:19:18 main:574] : INFO : Epoch 1785 | loss: 0.0311427 | val_loss: 0.0311767 | Time: 1200.81 ms [2022-03-07 04:19:19 main:574] : INFO : Epoch 1786 | loss: 0.0311446 | val_loss: 0.0311823 | Time: 1200.62 ms [2022-03-07 04:19:20 main:574] : INFO : Epoch 1787 | loss: 0.0311554 | val_loss: 0.0311886 | Time: 1201.19 ms [2022-03-07 04:19:22 main:574] : INFO : Epoch 1788 | loss: 0.0372682 | val_loss: 0.0349495 | Time: 1178.69 ms [2022-03-07 04:19:23 main:574] : INFO : Epoch 1789 | loss: 0.0590171 | val_loss: 0.0465848 | Time: 1194.11 ms [2022-03-07 04:19:24 main:574] : INFO : Epoch 1790 | loss: 0.037854 | val_loss: 0.0321034 | Time: 1197.18 ms [2022-03-07 04:19:25 main:574] : INFO : Epoch 1791 | loss: 0.0322212 | val_loss: 0.031727 | Time: 1191.08 ms [2022-03-07 04:19:26 main:574] : INFO : Epoch 1792 | loss: 0.0314323 | val_loss: 0.0313252 | Time: 1186.29 ms [2022-03-07 04:19:27 main:574] : INFO : Epoch 1793 | loss: 0.0312941 | val_loss: 0.0312752 | Time: 1186.19 ms [2022-03-07 04:19:29 main:574] : INFO : Epoch 1794 | loss: 0.0312684 | val_loss: 0.0312615 | Time: 1185.84 ms [2022-03-07 04:19:30 main:574] : INFO : Epoch 1795 | loss: 0.0312605 | val_loss: 0.0312587 | Time: 1193.72 ms [2022-03-07 04:19:31 main:574] : INFO : Epoch 1796 | loss: 0.031258 | val_loss: 0.0312568 | Time: 1196.4 ms [2022-03-07 04:19:32 main:574] : INFO : Epoch 1797 | loss: 0.0312563 | val_loss: 0.0312555 | Time: 1186.18 ms [2022-03-07 04:19:33 main:574] : INFO : Epoch 1798 | loss: 0.0312552 | val_loss: 0.0312547 | Time: 1183.58 ms [2022-03-07 04:19:35 main:574] : INFO : Epoch 1799 | loss: 0.0312546 | val_loss: 0.0312541 | Time: 1204.1 ms [2022-03-07 04:19:36 main:574] : INFO : Epoch 1800 | loss: 0.0312542 | val_loss: 0.0312537 | Time: 1200.72 ms [2022-03-07 04:19:37 main:574] : INFO : Epoch 1801 | loss: 0.0312537 | val_loss: 0.0312531 | Time: 1194.95 ms [2022-03-07 04:19:38 main:574] : INFO : Epoch 1802 | loss: 0.0312533 | val_loss: 0.0312529 | Time: 1198.07 ms [2022-03-07 04:19:39 main:574] : INFO : Epoch 1803 | loss: 0.0312531 | val_loss: 0.0312527 | Time: 1211.48 ms [2022-03-07 04:19:41 main:574] : INFO : Epoch 1804 | loss: 0.0312529 | val_loss: 0.0312525 | Time: 1182.25 ms [2022-03-07 04:19:42 main:574] : INFO : Epoch 1805 | loss: 0.0312525 | val_loss: 0.0312522 | Time: 1200.77 ms [2022-03-07 04:19:43 main:574] : INFO : Epoch 1806 | loss: 0.0312523 | val_loss: 0.0312522 | Time: 1183.78 ms [2022-03-07 04:19:44 main:574] : INFO : Epoch 1807 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 1179.9 ms [2022-03-07 04:19:45 main:574] : INFO : Epoch 1808 | loss: 0.031252 | val_loss: 0.0312517 | Time: 1203.81 ms [2022-03-07 04:19:47 main:574] : INFO : Epoch 1809 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 1209.15 ms [2022-03-07 04:19:48 main:574] : INFO : Epoch 1810 | loss: 0.0312522 | val_loss: 0.0312529 | Time: 1185.53 ms [2022-03-07 04:19:49 main:574] : INFO : Epoch 1811 | loss: 0.0312521 | val_loss: 0.0312514 | Time: 1202.13 ms [2022-03-07 04:19:50 main:574] : INFO : Epoch 1812 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1205.58 ms [2022-03-07 04:19:51 main:574] : INFO : Epoch 1813 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 1207.71 ms [2022-03-07 04:19:53 main:574] : INFO : Epoch 1814 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 1185.91 ms [2022-03-07 04:19:54 main:574] : INFO : Epoch 1815 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1196.5 ms [2022-03-07 04:19:55 main:574] : INFO : Epoch 1816 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1199.39 ms [2022-03-07 04:19:56 main:574] : INFO : Epoch 1817 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1203.08 ms [2022-03-07 04:19:57 main:574] : INFO : Epoch 1818 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 1192.28 ms [2022-03-07 04:19:59 main:574] : INFO : Epoch 1819 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 1196.24 ms [2022-03-07 04:20:00 main:574] : INFO : Epoch 1820 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1202.03 ms [2022-03-07 04:20:01 main:574] : INFO : Epoch 1821 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 1197.25 ms [2022-03-07 04:20:02 main:574] : INFO : Epoch 1822 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1198.99 ms [2022-03-07 04:20:03 main:574] : INFO : Epoch 1823 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1177.37 ms [2022-03-07 04:20:05 main:574] : INFO : Epoch 1824 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1183.44 ms [2022-03-07 04:20:06 main:574] : INFO : Epoch 1825 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1188.04 ms [2022-03-07 04:20:07 main:574] : INFO : Epoch 1826 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1184.64 ms [2022-03-07 04:20:08 main:574] : INFO : Epoch 1827 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1200.63 ms [2022-03-07 04:20:09 main:574] : INFO : Epoch 1828 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1205.47 ms [2022-03-07 04:20:11 main:574] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1198.69 ms [2022-03-07 04:20:12 main:574] : INFO : Epoch 1830 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1182.52 ms [2022-03-07 04:20:13 main:574] : INFO : Epoch 1831 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1190.06 ms [2022-03-07 04:20:14 main:574] : INFO : Epoch 1832 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1194.17 ms [2022-03-07 04:20:15 main:574] : INFO : Epoch 1833 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1182.71 ms [2022-03-07 04:20:17 main:574] : INFO : Epoch 1834 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1185.13 ms [2022-03-07 04:20:18 main:574] : INFO : Epoch 1835 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1195.15 ms [2022-03-07 04:20:19 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1201.45 ms [2022-03-07 04:20:20 main:574] : INFO : Epoch 1837 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1192.54 ms [2022-03-07 04:20:21 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1223.95 ms [2022-03-07 04:20:23 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1194.19 ms [2022-03-07 04:20:24 main:574] : INFO : Epoch 1840 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1205.8 ms [2022-03-07 04:20:25 main:574] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1189.15 ms [2022-03-07 04:20:26 main:574] : INFO : Epoch 1842 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1197.68 ms [2022-03-07 04:20:27 main:574] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1196.59 ms [2022-03-07 04:20:29 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1205.56 ms [2022-03-07 04:20:30 main:574] : INFO : Epoch 1845 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1195.02 ms [2022-03-07 04:20:31 main:574] : INFO : Epoch 1846 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1191.72 ms [2022-03-07 04:20:32 main:574] : INFO : Epoch 1847 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1200.12 ms [2022-03-07 04:20:33 main:574] : INFO : Epoch 1848 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1210.22 ms [2022-03-07 04:20:35 main:574] : INFO : Epoch 1849 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1186.92 ms [2022-03-07 04:20:36 main:574] : INFO : Epoch 1850 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1209.4 ms [2022-03-07 04:20:37 main:574] : INFO : Epoch 1851 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1199.17 ms [2022-03-07 04:20:38 main:574] : INFO : Epoch 1852 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1188.42 ms [2022-03-07 04:20:39 main:574] : INFO : Epoch 1853 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1183.97 ms [2022-03-07 04:20:41 main:574] : INFO : Epoch 1854 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1215.62 ms [2022-03-07 04:20:42 main:574] : INFO : Epoch 1855 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1193.83 ms [2022-03-07 04:20:43 main:574] : INFO : Epoch 1856 | loss: 0.0312471 | val_loss: 0.031247 | Time: 1178.2 ms [2022-03-07 04:20:44 main:574] : INFO : Epoch 1857 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 1198.14 ms [2022-03-07 04:20:45 main:574] : INFO : Epoch 1858 | loss: 0.0312467 | val_loss: 0.031247 | Time: 1199.79 ms [2022-03-07 04:20:47 main:574] : INFO : Epoch 1859 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1201.32 ms [2022-03-07 04:20:48 main:574] : INFO : Epoch 1860 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1184.48 ms [2022-03-07 04:20:49 main:574] : INFO : Epoch 1861 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1179.51 ms [2022-03-07 04:20:50 main:574] : INFO : Epoch 1862 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1209.56 ms [2022-03-07 04:20:51 main:574] : INFO : Epoch 1863 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1200.27 ms [2022-03-07 04:20:52 main:574] : INFO : Epoch 1864 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1192.87 ms [2022-03-07 04:20:54 main:574] : INFO : Epoch 1865 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 1177.59 ms [2022-03-07 04:20:55 main:574] : INFO : Epoch 1866 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1196.84 ms [2022-03-07 04:20:56 main:574] : INFO : Epoch 1867 | loss: 0.0312436 | val_loss: 0.0312438 | Time: 1179.99 ms [2022-03-07 04:20:57 main:574] : INFO : Epoch 1868 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 1197.67 ms [2022-03-07 04:20:58 main:574] : INFO : Epoch 1869 | loss: 0.031243 | val_loss: 0.031243 | Time: 1202.21 ms [2022-03-07 04:21:00 main:574] : INFO : Epoch 1870 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 1203.9 ms [2022-03-07 04:21:01 main:574] : INFO : Epoch 1871 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 1181.38 ms [2022-03-07 04:21:02 main:574] : INFO : Epoch 1872 | loss: 0.0312422 | val_loss: 0.0312406 | Time: 1190.66 ms [2022-03-07 04:21:03 main:574] : INFO : Epoch 1873 | loss: 0.0312413 | val_loss: 0.031241 | Time: 1196.1 ms [2022-03-07 04:21:04 main:574] : INFO : Epoch 1874 | loss: 0.0312397 | val_loss: 0.0312395 | Time: 1191.21 ms [2022-03-07 04:21:06 main:574] : INFO : Epoch 1875 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 1189.89 ms [2022-03-07 04:21:07 main:574] : INFO : Epoch 1876 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 1174.56 ms [2022-03-07 04:21:08 main:574] : INFO : Epoch 1877 | loss: 0.0312376 | val_loss: 0.031237 | Time: 1183.5 ms [2022-03-07 04:21:09 main:574] : INFO : Epoch 1878 | loss: 0.0312374 | val_loss: 0.0312367 | Time: 1182.79 ms [2022-03-07 04:21:10 main:574] : INFO : Epoch 1879 | loss: 0.0312363 | val_loss: 0.0312366 | Time: 1203.2 ms [2022-03-07 04:21:12 main:574] : INFO : Epoch 1880 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 1200.37 ms [2022-03-07 04:21:13 main:574] : INFO : Epoch 1881 | loss: 0.0312354 | val_loss: 0.0312355 | Time: 1197.51 ms [2022-03-07 04:21:14 main:574] : INFO : Epoch 1882 | loss: 0.0312357 | val_loss: 0.031235 | Time: 1187.66 ms [2022-03-07 04:21:15 main:574] : INFO : Epoch 1883 | loss: 0.0312349 | val_loss: 0.0312338 | Time: 1174.38 ms [2022-03-07 04:21:16 main:574] : INFO : Epoch 1884 | loss: 0.031234 | val_loss: 0.0312335 | Time: 1192.01 ms [2022-03-07 04:21:18 main:574] : INFO : Epoch 1885 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 1202.79 ms [2022-03-07 04:21:19 main:574] : INFO : Epoch 1886 | loss: 0.031233 | val_loss: 0.0312336 | Time: 1203.64 ms [2022-03-07 04:21:20 main:574] : INFO : Epoch 1887 | loss: 0.031234 | val_loss: 0.0312324 | Time: 1175.19 ms [2022-03-07 04:21:21 main:574] : INFO : Epoch 1888 | loss: 0.031233 | val_loss: 0.0312323 | Time: 1209.91 ms [2022-03-07 04:21:22 main:574] : INFO : Epoch 1889 | loss: 0.0312326 | val_loss: 0.0312325 | Time: 1192.12 ms [2022-03-07 04:21:24 main:574] : INFO : Epoch 1890 | loss: 0.031232 | val_loss: 0.031231 | Time: 1209.84 ms [2022-03-07 04:21:25 main:574] : INFO : Epoch 1891 | loss: 0.0312311 | val_loss: 0.0312316 | Time: 1200.86 ms [2022-03-07 04:21:26 main:574] : INFO : Epoch 1892 | loss: 0.0312309 | val_loss: 0.0312326 | Time: 1222.22 ms [2022-03-07 04:21:27 main:574] : INFO : Epoch 1893 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 1201.18 ms [2022-03-07 04:21:28 main:574] : INFO : Epoch 1894 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1192.86 ms [2022-03-07 04:21:30 main:574] : INFO : Epoch 1895 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1210.21 ms [2022-03-07 04:21:31 main:574] : INFO : Epoch 1896 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 1190.01 ms [2022-03-07 04:21:32 main:574] : INFO : Epoch 1897 | loss: 0.0312293 | val_loss: 0.0312295 | Time: 1197.12 ms [2022-03-07 04:21:33 main:574] : INFO : Epoch 1898 | loss: 0.031229 | val_loss: 0.0312297 | Time: 1194.56 ms [2022-03-07 04:21:34 main:574] : INFO : Epoch 1899 | loss: 0.0312294 | val_loss: 0.0312296 | Time: 1179.81 ms [2022-03-07 04:21:36 main:574] : INFO : Epoch 1900 | loss: 0.0312315 | val_loss: 0.0312302 | Time: 1200.01 ms [2022-03-07 04:21:37 main:574] : INFO : Epoch 1901 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 1209.24 ms [2022-03-07 04:21:38 main:574] : INFO : Epoch 1902 | loss: 0.0312298 | val_loss: 0.0312284 | Time: 1186.82 ms [2022-03-07 04:21:39 main:574] : INFO : Epoch 1903 | loss: 0.0312291 | val_loss: 0.0312301 | Time: 1196.67 ms [2022-03-07 04:21:40 main:574] : INFO : Epoch 1904 | loss: 0.0312288 | val_loss: 0.0312285 | Time: 1208.06 ms [2022-03-07 04:21:42 main:574] : INFO : Epoch 1905 | loss: 0.0312284 | val_loss: 0.03123 | Time: 1187.19 ms [2022-03-07 04:21:43 main:574] : INFO : Epoch 1906 | loss: 0.0312291 | val_loss: 0.0312291 | Time: 1194.67 ms [2022-03-07 04:21:44 main:574] : INFO : Epoch 1907 | loss: 0.0312298 | val_loss: 0.031228 | Time: 1192.66 ms [2022-03-07 04:21:45 main:574] : INFO : Epoch 1908 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 1201.88 ms [2022-03-07 04:21:46 main:574] : INFO : Epoch 1909 | loss: 0.0312287 | val_loss: 0.031228 | Time: 1204.36 ms [2022-03-07 04:21:47 main:574] : INFO : Epoch 1910 | loss: 0.0312278 | val_loss: 0.0312323 | Time: 1185.85 ms [2022-03-07 04:21:49 main:574] : INFO : Epoch 1911 | loss: 0.0312292 | val_loss: 0.0312307 | Time: 1196.6 ms [2022-03-07 04:21:50 main:574] : INFO : Epoch 1912 | loss: 0.0312276 | val_loss: 0.0312293 | Time: 1177.7 ms [2022-03-07 04:21:51 main:574] : INFO : Epoch 1913 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 1189.43 ms [2022-03-07 04:21:52 main:574] : INFO : Epoch 1914 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 1200.56 ms [2022-03-07 04:21:53 main:574] : INFO : Epoch 1915 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 1213.97 ms [2022-03-07 04:21:55 main:574] : INFO : Epoch 1916 | loss: 0.0312264 | val_loss: 0.0312268 | Time: 1200.3 ms [2022-03-07 04:21:56 main:574] : INFO : Epoch 1917 | loss: 0.0312263 | val_loss: 0.031227 | Time: 1183.65 ms [2022-03-07 04:21:57 main:574] : INFO : Epoch 1918 | loss: 0.0312277 | val_loss: 0.0312311 | Time: 1210.4 ms [2022-03-07 04:21:58 main:574] : INFO : Epoch 1919 | loss: 0.0312273 | val_loss: 0.0312284 | Time: 1200.6 ms [2022-03-07 04:21:59 main:574] : INFO : Epoch 1920 | loss: 0.0312277 | val_loss: 0.0312265 | Time: 1194.37 ms [2022-03-07 04:22:01 main:574] : INFO : Epoch 1921 | loss: 0.031226 | val_loss: 0.0312266 | Time: 1188.34 ms [2022-03-07 04:22:02 main:574] : INFO : Epoch 1922 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 1191.8 ms [2022-03-07 04:22:03 main:574] : INFO : Epoch 1923 | loss: 0.031227 | val_loss: 0.0312258 | Time: 1179.52 ms [2022-03-07 04:22:04 main:574] : INFO : Epoch 1924 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 1185.92 ms [2022-03-07 04:22:05 main:574] : INFO : Epoch 1925 | loss: 0.0312262 | val_loss: 0.0312268 | Time: 1185.62 ms [2022-03-07 04:22:07 main:574] : INFO : Epoch 1926 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 1187.09 ms [2022-03-07 04:22:08 main:574] : INFO : Epoch 1927 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 1189.33 ms [2022-03-07 04:22:09 main:574] : INFO : Epoch 1928 | loss: 0.0312265 | val_loss: 0.0312257 | Time: 1218.48 ms [2022-03-07 04:22:10 main:574] : INFO : Epoch 1929 | loss: 0.0312311 | val_loss: 0.0312268 | Time: 1210.53 ms [2022-03-07 04:22:11 main:574] : INFO : Epoch 1930 | loss: 0.0312332 | val_loss: 0.0312316 | Time: 1179.44 ms [2022-03-07 04:22:13 main:574] : INFO : Epoch 1931 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 1206.99 ms [2022-03-07 04:22:14 main:574] : INFO : Epoch 1932 | loss: 0.0312291 | val_loss: 0.0312281 | Time: 1197.51 ms [2022-03-07 04:22:15 main:574] : INFO : Epoch 1933 | loss: 0.0312264 | val_loss: 0.0312262 | Time: 1196.19 ms [2022-03-07 04:22:16 main:574] : INFO : Epoch 1934 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 1200.9 ms [2022-03-07 04:22:17 main:574] : INFO : Epoch 1935 | loss: 0.031226 | val_loss: 0.0312259 | Time: 1201.93 ms [2022-03-07 04:22:19 main:574] : INFO : Epoch 1936 | loss: 0.0312271 | val_loss: 0.0312268 | Time: 1186.88 ms [2022-03-07 04:22:20 main:574] : INFO : Epoch 1937 | loss: 0.0312274 | val_loss: 0.0312325 | Time: 1201.44 ms [2022-03-07 04:22:21 main:574] : INFO : Epoch 1938 | loss: 0.031229 | val_loss: 0.0312293 | Time: 1198.68 ms [2022-03-07 04:22:22 main:574] : INFO : Epoch 1939 | loss: 0.0312285 | val_loss: 0.0312355 | Time: 1201.11 ms [2022-03-07 04:22:23 main:574] : INFO : Epoch 1940 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 1176.81 ms [2022-03-07 04:22:25 main:574] : INFO : Epoch 1941 | loss: 0.0312268 | val_loss: 0.0312254 | Time: 1186.94 ms [2022-03-07 04:22:26 main:574] : INFO : Epoch 1942 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 1211.21 ms [2022-03-07 04:22:27 main:574] : INFO : Epoch 1943 | loss: 0.0312254 | val_loss: 0.0312263 | Time: 1207.61 ms [2022-03-07 04:22:28 main:574] : INFO : Epoch 1944 | loss: 0.0312252 | val_loss: 0.0312266 | Time: 1197.72 ms [2022-03-07 04:22:29 main:574] : INFO : Epoch 1945 | loss: 0.0312258 | val_loss: 0.0312252 | Time: 1196.54 ms [2022-03-07 04:22:31 main:574] : INFO : Epoch 1946 | loss: 0.031226 | val_loss: 0.0312279 | Time: 1200.44 ms [2022-03-07 04:22:32 main:574] : INFO : Epoch 1947 | loss: 0.0312299 | val_loss: 0.031229 | Time: 1206.87 ms [2022-03-07 04:22:33 main:574] : INFO : Epoch 1948 | loss: 0.0312315 | val_loss: 0.0312308 | Time: 1207.74 ms [2022-03-07 04:22:34 main:574] : INFO : Epoch 1949 | loss: 0.0312308 | val_loss: 0.0312335 | Time: 1205.88 ms [2022-03-07 04:22:35 main:574] : INFO : Epoch 1950 | loss: 0.0312291 | val_loss: 0.0312259 | Time: 1186.47 ms [2022-03-07 04:22:37 main:574] : INFO : Epoch 1951 | loss: 0.031225 | val_loss: 0.0312279 | Time: 1180.68 ms [2022-03-07 04:22:38 main:574] : INFO : Epoch 1952 | loss: 0.0312261 | val_loss: 0.0312279 | Time: 1205.96 ms [2022-03-07 04:22:39 main:574] : INFO : Epoch 1953 | loss: 0.0312259 | val_loss: 0.0312256 | Time: 1192.57 ms [2022-03-07 04:22:40 main:574] : INFO : Epoch 1954 | loss: 0.0312259 | val_loss: 0.0312251 | Time: 1187.46 ms [2022-03-07 04:22:41 main:574] : INFO : Epoch 1955 | loss: 0.0312255 | val_loss: 0.0312336 | Time: 1196.19 ms [2022-03-07 04:22:43 main:574] : INFO : Epoch 1956 | loss: 0.0312302 | val_loss: 0.0312316 | Time: 1178.69 ms [2022-03-07 04:22:44 main:574] : INFO : Epoch 1957 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1196.98 ms [2022-03-07 04:22:45 main:574] : INFO : Epoch 1958 | loss: 0.0312253 | val_loss: 0.0312248 | Time: 1188.51 ms [2022-03-07 04:22:46 main:574] : INFO : Epoch 1959 | loss: 0.0312243 | val_loss: 0.0312259 | Time: 1199.01 ms [2022-03-07 04:22:47 main:574] : INFO : Epoch 1960 | loss: 0.0312254 | val_loss: 0.0312288 | Time: 1197.91 ms [2022-03-07 04:22:49 main:574] : INFO : Epoch 1961 | loss: 0.0312267 | val_loss: 0.0312331 | Time: 1194.66 ms [2022-03-07 04:22:50 main:574] : INFO : Epoch 1962 | loss: 0.0312266 | val_loss: 0.0312306 | Time: 1196.07 ms [2022-03-07 04:22:51 main:574] : INFO : Epoch 1963 | loss: 0.0312281 | val_loss: 0.0312252 | Time: 1191.13 ms [2022-03-07 04:22:52 main:574] : INFO : Epoch 1964 | loss: 0.0312247 | val_loss: 0.0312247 | Time: 1190.47 ms [2022-03-07 04:22:53 main:574] : INFO : Epoch 1965 | loss: 0.0312275 | val_loss: 0.0312269 | Time: 1208.38 ms [2022-03-07 04:22:55 main:574] : INFO : Epoch 1966 | loss: 0.0312266 | val_loss: 0.031228 | Time: 1211.91 ms [2022-03-07 04:22:56 main:574] : INFO : Epoch 1967 | loss: 0.0312267 | val_loss: 0.0312265 | Time: 1193.6 ms [2022-03-07 04:22:57 main:574] : INFO : Epoch 1968 | loss: 0.0312251 | val_loss: 0.0312301 | Time: 1186.16 ms [2022-03-07 04:22:58 main:574] : INFO : Epoch 1969 | loss: 0.0312257 | val_loss: 0.0312249 | Time: 1191.96 ms [2022-03-07 04:22:59 main:574] : INFO : Epoch 1970 | loss: 0.0312255 | val_loss: 0.0312248 | Time: 1173.63 ms [2022-03-07 04:23:00 main:574] : INFO : Epoch 1971 | loss: 0.0312259 | val_loss: 0.0312267 | Time: 1199.45 ms [2022-03-07 04:23:02 main:574] : INFO : Epoch 1972 | loss: 0.0312265 | val_loss: 0.0312258 | Time: 1191.14 ms [2022-03-07 04:23:03 main:574] : INFO : Epoch 1973 | loss: 0.0312282 | val_loss: 0.0312297 | Time: 1190.41 ms [2022-03-07 04:23:04 main:574] : INFO : Epoch 1974 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1188.12 ms [2022-03-07 04:23:05 main:574] : INFO : Epoch 1975 | loss: 0.0312306 | val_loss: 0.0312373 | Time: 1190.84 ms [2022-03-07 04:23:06 main:574] : INFO : Epoch 1976 | loss: 0.0312297 | val_loss: 0.0312252 | Time: 1191.98 ms [2022-03-07 04:23:08 main:574] : INFO : Epoch 1977 | loss: 0.0312247 | val_loss: 0.0312318 | Time: 1204 ms [2022-03-07 04:23:09 main:574] : INFO : Epoch 1978 | loss: 0.0312253 | val_loss: 0.0312246 | Time: 1200.17 ms [2022-03-07 04:23:10 main:574] : INFO : Epoch 1979 | loss: 0.0312249 | val_loss: 0.031233 | Time: 1189.26 ms [2022-03-07 04:23:11 main:574] : INFO : Epoch 1980 | loss: 0.0312279 | val_loss: 0.0312309 | Time: 1180.66 ms [2022-03-07 04:23:12 main:574] : INFO : Epoch 1981 | loss: 0.0312306 | val_loss: 0.0312474 | Time: 1185.31 ms [2022-03-07 04:23:14 main:574] : INFO : Epoch 1982 | loss: 0.0312311 | val_loss: 0.0312251 | Time: 1201.15 ms [2022-03-07 04:23:15 main:574] : INFO : Epoch 1983 | loss: 0.0312257 | val_loss: 0.031225 | Time: 1199.54 ms [2022-03-07 04:23:16 main:574] : INFO : Epoch 1984 | loss: 0.0312251 | val_loss: 0.0312261 | Time: 1205.26 ms [2022-03-07 04:23:17 main:574] : INFO : Epoch 1985 | loss: 0.0312275 | val_loss: 0.0312284 | Time: 1186.39 ms [2022-03-07 04:23:18 main:574] : INFO : Epoch 1986 | loss: 0.0312248 | val_loss: 0.031226 | Time: 1199.33 ms [2022-03-07 04:23:20 main:574] : INFO : Epoch 1987 | loss: 0.0312254 | val_loss: 0.0312256 | Time: 1199.04 ms [2022-03-07 04:23:21 main:574] : INFO : Epoch 1988 | loss: 0.0312252 | val_loss: 0.0312251 | Time: 1200.08 ms [2022-03-07 04:23:22 main:574] : INFO : Epoch 1989 | loss: 0.0312297 | val_loss: 0.0312275 | Time: 1197.09 ms [2022-03-07 04:23:23 main:574] : INFO : Epoch 1990 | loss: 0.0312257 | val_loss: 0.031229 | Time: 1186.78 ms [2022-03-07 04:23:24 main:574] : INFO : Epoch 1991 | loss: 0.0312245 | val_loss: 0.0312249 | Time: 1196.06 ms [2022-03-07 04:23:26 main:574] : INFO : Epoch 1992 | loss: 0.0312242 | val_loss: 0.0312254 | Time: 1176.48 ms [2022-03-07 04:23:27 main:574] : INFO : Epoch 1993 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 1191.82 ms [2022-03-07 04:23:28 main:574] : INFO : Epoch 1994 | loss: 0.0312247 | val_loss: 0.0312243 | Time: 1202.8 ms [2022-03-07 04:23:29 main:574] : INFO : Epoch 1995 | loss: 0.0312261 | val_loss: 0.0312265 | Time: 1188.81 ms [2022-03-07 04:23:30 main:574] : INFO : Epoch 1996 | loss: 0.0312248 | val_loss: 0.031225 | Time: 1198.19 ms [2022-03-07 04:23:32 main:574] : INFO : Epoch 1997 | loss: 0.0312243 | val_loss: 0.0312264 | Time: 1218.58 ms [2022-03-07 04:23:33 main:574] : INFO : Epoch 1998 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 1206.92 ms [2022-03-07 04:23:34 main:574] : INFO : Epoch 1999 | loss: 0.0312242 | val_loss: 0.0312242 | Time: 1201.33 ms [2022-03-07 04:23:35 main:574] : INFO : Epoch 2000 | loss: 0.0312282 | val_loss: 0.0312285 | Time: 1162.12 ms [2022-03-07 04:23:36 main:574] : INFO : Epoch 2001 | loss: 0.0312311 | val_loss: 0.0312262 | Time: 1207.78 ms [2022-03-07 04:23:38 main:574] : INFO : Epoch 2002 | loss: 0.0312255 | val_loss: 0.031225 | Time: 1173.91 ms [2022-03-07 04:23:39 main:574] : INFO : Epoch 2003 | loss: 0.0312248 | val_loss: 0.0312312 | Time: 1187.27 ms [2022-03-07 04:23:40 main:574] : INFO : Epoch 2004 | loss: 0.0312268 | val_loss: 0.031229 | Time: 1190.33 ms [2022-03-07 04:23:41 main:574] : INFO : Epoch 2005 | loss: 0.031226 | val_loss: 0.0312256 | Time: 1213.35 ms [2022-03-07 04:23:42 main:574] : INFO : Epoch 2006 | loss: 0.0312245 | val_loss: 0.0312244 | Time: 1206.96 ms [2022-03-07 04:23:44 main:574] : INFO : Epoch 2007 | loss: 0.0312247 | val_loss: 0.0312251 | Time: 1199.39 ms [2022-03-07 04:23:45 main:574] : INFO : Epoch 2008 | loss: 0.0312274 | val_loss: 0.0312258 | Time: 1170.94 ms [2022-03-07 04:23:46 main:574] : INFO : Epoch 2009 | loss: 0.031235 | val_loss: 0.0312295 | Time: 1208.64 ms [2022-03-07 04:23:47 main:574] : INFO : Epoch 2010 | loss: 0.03123 | val_loss: 0.0312319 | Time: 1197.31 ms [2022-03-07 04:23:48 main:574] : INFO : Epoch 2011 | loss: 0.0312265 | val_loss: 0.0312307 | Time: 1199.35 ms [2022-03-07 04:23:50 main:574] : INFO : Epoch 2012 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 1197.11 ms [2022-03-07 04:23:51 main:574] : INFO : Epoch 2013 | loss: 0.031225 | val_loss: 0.0312272 | Time: 1201.01 ms [2022-03-07 04:23:52 main:574] : INFO : Epoch 2014 | loss: 0.0312259 | val_loss: 0.0312243 | Time: 1207.71 ms [2022-03-07 04:23:53 main:574] : INFO : Epoch 2015 | loss: 0.0312256 | val_loss: 0.0312265 | Time: 1194.57 ms [2022-03-07 04:23:54 main:574] : INFO : Epoch 2016 | loss: 0.0312266 | val_loss: 0.0312259 | Time: 1203.64 ms [2022-03-07 04:23:56 main:574] : INFO : Epoch 2017 | loss: 0.0312238 | val_loss: 0.031228 | Time: 1203.78 ms [2022-03-07 04:23:57 main:574] : INFO : Epoch 2018 | loss: 0.0312247 | val_loss: 0.0312278 | Time: 1194.31 ms [2022-03-07 04:23:58 main:574] : INFO : Epoch 2019 | loss: 0.031229 | val_loss: 0.0312307 | Time: 1197.9 ms [2022-03-07 04:23:59 main:574] : INFO : Epoch 2020 | loss: 0.0312264 | val_loss: 0.0312243 | Time: 1185.64 ms [2022-03-07 04:24:00 main:574] : INFO : Epoch 2021 | loss: 0.0312254 | val_loss: 0.0312244 | Time: 1190.82 ms [2022-03-07 04:24:01 main:574] : INFO : Epoch 2022 | loss: 0.0312266 | val_loss: 0.0312265 | Time: 1180.17 ms [2022-03-07 04:24:03 main:574] : INFO : Epoch 2023 | loss: 0.031228 | val_loss: 0.0312317 | Time: 1175.4 ms [2022-03-07 04:24:04 main:574] : INFO : Epoch 2024 | loss: 0.031229 | val_loss: 0.0312265 | Time: 1189.81 ms [2022-03-07 04:24:05 main:574] : INFO : Epoch 2025 | loss: 0.0312236 | val_loss: 0.0312255 | Time: 1186.05 ms [2022-03-07 04:24:06 main:574] : INFO : Epoch 2026 | loss: 0.0312262 | val_loss: 0.0312295 | Time: 1191.16 ms [2022-03-07 04:24:07 main:574] : INFO : Epoch 2027 | loss: 0.0312268 | val_loss: 0.0312275 | Time: 1180.58 ms [2022-03-07 04:24:09 main:574] : INFO : Epoch 2028 | loss: 0.0312271 | val_loss: 0.0312371 | Time: 1192.46 ms [2022-03-07 04:24:10 main:574] : INFO : Epoch 2029 | loss: 0.031229 | val_loss: 0.0312247 | Time: 1195.48 ms [2022-03-07 04:24:11 main:574] : INFO : Epoch 2030 | loss: 0.0312279 | val_loss: 0.031224 | Time: 1218.47 ms [2022-03-07 04:24:12 main:574] : INFO : Epoch 2031 | loss: 0.0312241 | val_loss: 0.0312246 | Time: 1202.79 ms [2022-03-07 04:24:13 main:574] : INFO : Epoch 2032 | loss: 0.0312257 | val_loss: 0.0312252 | Time: 1192.06 ms [2022-03-07 04:24:15 main:574] : INFO : Epoch 2033 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 1180.95 ms [2022-03-07 04:24:16 main:574] : INFO : Epoch 2034 | loss: 0.0312227 | val_loss: 0.031224 | Time: 1206 ms [2022-03-07 04:24:17 main:574] : INFO : Epoch 2035 | loss: 0.0312227 | val_loss: 0.0312233 | Time: 1207.83 ms [2022-03-07 04:24:18 main:574] : INFO : Epoch 2036 | loss: 0.0312251 | val_loss: 0.031226 | Time: 1196.64 ms [2022-03-07 04:24:19 main:574] : INFO : Epoch 2037 | loss: 0.0312282 | val_loss: 0.0312261 | Time: 1198.47 ms [2022-03-07 04:24:21 main:574] : INFO : Epoch 2038 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 1211.32 ms [2022-03-07 04:24:22 main:574] : INFO : Epoch 2039 | loss: 0.0312228 | val_loss: 0.0312284 | Time: 1198.14 ms [2022-03-07 04:24:23 main:574] : INFO : Epoch 2040 | loss: 0.0312234 | val_loss: 0.0312243 | Time: 1212.9 ms [2022-03-07 04:24:24 main:574] : INFO : Epoch 2041 | loss: 0.0312229 | val_loss: 0.0312264 | Time: 1202.58 ms [2022-03-07 04:24:25 main:574] : INFO : Epoch 2042 | loss: 0.0312235 | val_loss: 0.0312233 | Time: 1194.5 ms [2022-03-07 04:24:27 main:574] : INFO : Epoch 2043 | loss: 0.0312231 | val_loss: 0.0312417 | Time: 1184.79 ms [2022-03-07 04:24:28 main:574] : INFO : Epoch 2044 | loss: 0.0312295 | val_loss: 0.031228 | Time: 1200.43 ms [2022-03-07 04:24:29 main:574] : INFO : Epoch 2045 | loss: 0.0312262 | val_loss: 0.031225 | Time: 1198.27 ms [2022-03-07 04:24:30 main:574] : INFO : Epoch 2046 | loss: 0.0312259 | val_loss: 0.031223 | Time: 1202.02 ms [2022-03-07 04:24:31 main:574] : INFO : Epoch 2047 | loss: 0.0312242 | val_loss: 0.0312253 | Time: 1204.76 ms [2022-03-07 04:24:33 main:574] : INFO : Epoch 2048 | loss: 0.031224 | val_loss: 0.0312257 | Time: 1179.68 ms [2022-03-07 04:24:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312257 [2022-03-07 04:24:33 main:603] : INFO : Saving end state to config to file [2022-03-07 04:24:33 main:608] : INFO : Success, exiting.. 04:24:33 (2864): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)