Task 14423936
| Name | ParityModified-1647048688-25655-3-0_0 |
| Workunit | 11467307 |
| Created | 6 Apr 2022, 1:04:21 UTC |
| Sent | 9 Apr 2022, 22:20:23 UTC |
| Report deadline | 17 Apr 2022, 22:20:23 UTC |
| Received | 11 Apr 2022, 0:00:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 45 min 57 sec |
| CPU time | 44 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311988 | val_loss: 0.0312017 | Time: 1348.28 ms [2022-04-11 07:31:45 main:574] : INFO : Epoch 1543 | loss: 0.0312023 | val_loss: 0.0312097 | Time: 1463.97 ms [2022-04-11 07:31:46 main:574] : INFO : Epoch 1544 | loss: 0.0312124 | val_loss: 0.0312055 | Time: 1523.39 ms [2022-04-11 07:31:48 main:574] : INFO : Epoch 1545 | loss: 0.0312081 | val_loss: 0.0312027 | Time: 1317.8 ms [2022-04-11 07:31:49 main:574] : INFO : Epoch 1546 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 1220.82 ms [2022-04-11 07:31:50 main:574] : INFO : Epoch 1547 | loss: 0.0311992 | val_loss: 0.0312024 | Time: 1253.86 ms [2022-04-11 07:31:51 main:574] : INFO : Epoch 1548 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 1269.95 ms [2022-04-11 07:31:53 main:574] : INFO : Epoch 1549 | loss: 0.0312005 | val_loss: 0.0312073 | Time: 1265.3 ms [2022-04-11 07:31:54 main:574] : INFO : Epoch 1550 | loss: 0.0312004 | val_loss: 0.031202 | Time: 1290.22 ms [2022-04-11 07:31:55 main:574] : INFO : Epoch 1551 | loss: 0.0312013 | val_loss: 0.0312094 | Time: 1299.16 ms [2022-04-11 07:31:57 main:574] : INFO : Epoch 1552 | loss: 0.0312013 | val_loss: 0.0312018 | Time: 1278.9 ms [2022-04-11 07:31:58 main:574] : INFO : Epoch 1553 | loss: 0.031203 | val_loss: 0.031202 | Time: 1311.05 ms [2022-04-11 07:31:59 main:574] : INFO : Epoch 1554 | loss: 0.0312003 | val_loss: 0.0312058 | Time: 1312 ms [2022-04-11 07:32:00 main:574] : INFO : Epoch 1555 | loss: 0.0312011 | val_loss: 0.0312255 | Time: 1273.69 ms [2022-04-11 07:32:02 main:574] : INFO : Epoch 1556 | loss: 0.0312009 | val_loss: 0.0312024 | Time: 1263.59 ms [2022-04-11 07:32:03 main:574] : INFO : Epoch 1557 | loss: 0.0311997 | val_loss: 0.0312029 | Time: 1304.85 ms [2022-04-11 07:32:04 main:574] : INFO : Epoch 1558 | loss: 0.0311988 | val_loss: 0.0312066 | Time: 1325.08 ms [2022-04-11 07:32:06 main:574] : INFO : Epoch 1559 | loss: 0.0311988 | val_loss: 0.0312086 | Time: 1280 ms [2022-04-11 07:32:07 main:574] : INFO : Epoch 1560 | loss: 0.0311986 | val_loss: 0.0312158 | Time: 1233.92 ms [2022-04-11 07:32:08 main:574] : INFO : Epoch 1561 | loss: 0.0312051 | val_loss: 0.0312227 | Time: 1299.28 ms [2022-04-11 07:32:10 main:574] : INFO : Epoch 1562 | loss: 0.0312061 | val_loss: 0.0312167 | Time: 1377.16 ms [2022-04-11 07:32:11 main:574] : INFO : Epoch 1563 | loss: 0.0312035 | val_loss: 0.0312134 | Time: 1386.48 ms [2022-04-11 07:32:12 main:574] : INFO : Epoch 1564 | loss: 0.0311996 | val_loss: 0.0312237 | Time: 1266.51 ms [2022-04-11 07:32:14 main:574] : INFO : Epoch 1565 | loss: 0.0311986 | val_loss: 0.0312102 | Time: 1292.42 ms [2022-04-11 07:32:15 main:574] : INFO : Epoch 1566 | loss: 0.0311996 | val_loss: 0.0312134 | Time: 1248.28 ms [2022-04-11 07:32:16 main:574] : INFO : Epoch 1567 | loss: 0.0312001 | val_loss: 0.0312155 | Time: 1259.81 ms [2022-04-11 07:32:17 main:574] : INFO : Epoch 1568 | loss: 0.0312021 | val_loss: 0.0312181 | Time: 1260.1 ms [2022-04-11 07:32:19 main:574] : INFO : Epoch 1569 | loss: 0.0312011 | val_loss: 0.0312173 | Time: 1255.34 ms [2022-04-11 07:32:20 main:574] : INFO : Epoch 1570 | loss: 0.0312008 | val_loss: 0.031219 | Time: 1281.36 ms [2022-04-11 07:32:21 main:574] : INFO : Epoch 1571 | loss: 0.0311996 | val_loss: 0.0312141 | Time: 1288.96 ms [2022-04-11 07:32:23 main:574] : INFO : Epoch 1572 | loss: 0.0311991 | val_loss: 0.031226 | Time: 1287.32 ms [2022-04-11 07:32:24 main:574] : INFO : Epoch 1573 | loss: 0.0312011 | val_loss: 0.0312285 | Time: 1279.88 ms [2022-04-11 07:32:25 main:574] : INFO : Epoch 1574 | loss: 0.0311998 | val_loss: 0.0312294 | Time: 1225.85 ms [2022-04-11 07:32:26 main:574] : INFO : Epoch 1575 | loss: 0.0311993 | val_loss: 0.0312277 | Time: 1231.07 ms [2022-04-11 07:32:28 main:574] : INFO : Epoch 1576 | loss: 0.0312022 | val_loss: 0.0312255 | Time: 1324.1 ms [2022-04-11 07:32:29 main:574] : INFO : Epoch 1577 | loss: 0.0312006 | val_loss: 0.0312302 | Time: 1302.25 ms [2022-04-11 07:32:30 main:574] : INFO : Epoch 1578 | loss: 0.0312004 | val_loss: 0.0312088 | Time: 1289.19 ms [2022-04-11 07:32:32 main:574] : INFO : Epoch 1579 | loss: 0.0311999 | val_loss: 0.0312064 | Time: 1324.54 ms [2022-04-11 07:32:33 main:574] : INFO : Epoch 1580 | loss: 0.0312027 | val_loss: 0.0312211 | Time: 1251.5 ms [2022-04-11 07:32:34 main:574] : INFO : Epoch 1581 | loss: 0.0312032 | val_loss: 0.0312203 | Time: 1285.97 ms [2022-04-11 07:32:36 main:574] : INFO : Epoch 1582 | loss: 0.0312023 | val_loss: 0.0312273 | Time: 1315.13 ms [2022-04-11 07:32:37 main:574] : INFO : Epoch 1583 | loss: 0.0311999 | val_loss: 0.0312301 | Time: 1269.71 ms [2022-04-11 07:32:38 main:574] : INFO : Epoch 1584 | loss: 0.0312 | val_loss: 0.0312323 | Time: 1399.48 ms [2022-04-11 07:32:40 main:574] : INFO : Epoch 1585 | loss: 0.0312034 | val_loss: 0.031227 | Time: 1336.12 ms [2022-04-11 07:32:41 main:574] : INFO : Epoch 1586 | loss: 0.0311996 | val_loss: 0.0312327 | Time: 1261.48 ms [2022-04-11 07:32:42 main:574] : INFO : Epoch 1587 | loss: 0.0311993 | val_loss: 0.0312387 | Time: 1293.7 ms [2022-04-11 07:32:44 main:574] : INFO : Epoch 1588 | loss: 0.0312006 | val_loss: 0.0312437 | Time: 1318.85 ms [2022-04-11 07:32:45 main:574] : INFO : Epoch 1589 | loss: 0.0312012 | val_loss: 0.0312334 | Time: 1309.4 ms [2022-04-11 07:32:46 main:574] : INFO : Epoch 1590 | loss: 0.0312012 | val_loss: 0.0312352 | Time: 1301.08 ms [2022-04-11 07:32:48 main:574] : INFO : Epoch 1591 | loss: 0.0312008 | val_loss: 0.0312296 | Time: 1345.14 ms [2022-04-11 07:32:49 main:574] : INFO : Epoch 1592 | loss: 0.0312006 | val_loss: 0.0312369 | Time: 1211.49 ms [2022-04-11 07:32:50 main:574] : INFO : Epoch 1593 | loss: 0.0312014 | val_loss: 0.0312351 | Time: 1303.91 ms [2022-04-11 07:32:52 main:574] : INFO : Epoch 1594 | loss: 0.031199 | val_loss: 0.0312388 | Time: 1298.98 ms [2022-04-11 07:32:53 main:574] : INFO : Epoch 1595 | loss: 0.031199 | val_loss: 0.031236 | Time: 1259.4 ms [2022-04-11 07:32:54 main:574] : INFO : Epoch 1596 | loss: 0.0312001 | val_loss: 0.0312219 | Time: 1341.38 ms [2022-04-11 07:32:55 main:574] : INFO : Epoch 1597 | loss: 0.031201 | val_loss: 0.0312263 | Time: 1313.09 ms [2022-04-11 07:32:57 main:574] : INFO : Epoch 1598 | loss: 0.0312008 | val_loss: 0.0312342 | Time: 1320.74 ms [2022-04-11 07:32:58 main:574] : INFO : Epoch 1599 | loss: 0.0311987 | val_loss: 0.0312396 | Time: 1246.73 ms [2022-04-11 07:32:59 main:574] : INFO : Epoch 1600 | loss: 0.0312003 | val_loss: 0.0312429 | Time: 1247.36 ms [2022-04-11 07:33:01 main:574] : INFO : Epoch 1601 | loss: 0.0312006 | val_loss: 0.0312349 | Time: 1300.27 ms [2022-04-11 07:33:02 main:574] : INFO : Epoch 1602 | loss: 0.0312007 | val_loss: 0.0312312 | Time: 1269.18 ms [2022-04-11 07:33:03 main:574] : INFO : Epoch 1603 | loss: 0.0311997 | val_loss: 0.0312342 | Time: 1368.26 ms [2022-04-11 07:33:05 main:574] : INFO : Epoch 1604 | loss: 0.0312017 | val_loss: 0.0312327 | Time: 1271.68 ms [2022-04-11 07:33:06 main:574] : INFO : Epoch 1605 | loss: 0.0312006 | val_loss: 0.0312416 | Time: 1242.31 ms [2022-04-11 07:33:07 main:574] : INFO : Epoch 1606 | loss: 0.0311989 | val_loss: 0.0312345 | Time: 1266.12 ms [2022-04-11 07:33:09 main:574] : INFO : Epoch 1607 | loss: 0.0312027 | val_loss: 0.0312279 | Time: 1327.73 ms [2022-04-11 07:33:10 main:574] : INFO : Epoch 1608 | loss: 0.0312038 | val_loss: 0.0312364 | Time: 1222.35 ms [2022-04-11 07:33:11 main:574] : INFO : Epoch 1609 | loss: 0.0312278 | val_loss: 0.0313645 | Time: 1263.57 ms [2022-04-11 07:33:12 main:574] : INFO : Epoch 1610 | loss: 0.0614355 | val_loss: 0.035726 | Time: 1325.85 ms [2022-04-11 07:33:14 main:574] : INFO : Epoch 1611 | loss: 0.0372795 | val_loss: 0.033791 | Time: 1252.84 ms [2022-04-11 07:33:15 main:574] : INFO : Epoch 1612 | loss: 0.0319353 | val_loss: 0.0315421 | Time: 1305.94 ms [2022-04-11 07:33:16 main:574] : INFO : Epoch 1613 | loss: 0.031344 | val_loss: 0.0312863 | Time: 1330.11 ms [2022-04-11 07:33:18 main:574] : INFO : Epoch 1614 | loss: 0.0312749 | val_loss: 0.0312585 | Time: 1294.33 ms [2022-04-11 07:33:19 main:574] : INFO : Epoch 1615 | loss: 0.0312543 | val_loss: 0.0312476 | Time: 1381.66 ms [2022-04-11 07:33:20 main:574] : INFO : Epoch 1616 | loss: 0.0312468 | val_loss: 0.0312434 | Time: 1332.03 ms [2022-04-11 07:33:22 main:574] : INFO : Epoch 1617 | loss: 0.031243 | val_loss: 0.0312398 | Time: 1351.85 ms [2022-04-11 07:33:23 main:574] : INFO : Epoch 1618 | loss: 0.0312392 | val_loss: 0.0312367 | Time: 1281.68 ms [2022-04-11 07:33:24 main:574] : INFO : Epoch 1619 | loss: 0.0312364 | val_loss: 0.0312338 | Time: 1282.17 ms [2022-04-11 07:33:26 main:574] : INFO : Epoch 1620 | loss: 0.0312353 | val_loss: 0.031232 | Time: 1343.23 ms [2022-04-11 07:33:27 main:574] : INFO : Epoch 1621 | loss: 0.0312333 | val_loss: 0.0312296 | Time: 1324.38 ms [2022-04-11 07:33:28 main:574] : INFO : Epoch 1622 | loss: 0.0312316 | val_loss: 0.0312281 | Time: 1274.66 ms [2022-04-11 07:33:30 main:574] : INFO : Epoch 1623 | loss: 0.0312313 | val_loss: 0.0312267 | Time: 1201.55 ms [2022-04-11 07:33:31 main:574] : INFO : Epoch 1624 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 1319.16 ms [2022-04-11 07:33:32 main:574] : INFO : Epoch 1625 | loss: 0.031227 | val_loss: 0.0312244 | Time: 1366.25 ms [2022-04-11 07:33:34 main:574] : INFO : Epoch 1626 | loss: 0.0312258 | val_loss: 0.0312233 | Time: 1447.57 ms [2022-04-11 07:33:35 main:574] : INFO : Epoch 1627 | loss: 0.0312246 | val_loss: 0.0312222 | Time: 1353.06 ms [2022-04-11 07:33:36 main:574] : INFO : Epoch 1628 | loss: 0.0312241 | val_loss: 0.0312235 | Time: 1309.7 ms [2022-04-11 07:33:38 main:574] : INFO : Epoch 1629 | loss: 0.0312239 | val_loss: 0.0312206 | Time: 1278.6 ms [2022-04-11 07:33:39 main:574] : INFO : Epoch 1630 | loss: 0.0312231 | val_loss: 0.031224 | Time: 1250.06 ms [2022-04-11 07:33:40 main:574] : INFO : Epoch 1631 | loss: 0.031224 | val_loss: 0.0312191 | Time: 1325.06 ms [2022-04-11 07:33:42 main:574] : INFO : Epoch 1632 | loss: 0.0312222 | val_loss: 0.0312188 | Time: 1263.59 ms [2022-04-11 07:33:43 main:574] : INFO : Epoch 1633 | loss: 0.0312206 | val_loss: 0.0312187 | Time: 1334.97 ms [2022-04-11 07:33:44 main:574] : INFO : Epoch 1634 | loss: 0.0312216 | val_loss: 0.0312183 | Time: 1296.9 ms [2022-04-11 07:33:46 main:574] : INFO : Epoch 1635 | loss: 0.0312216 | val_loss: 0.0312181 | Time: 1355.15 ms [2022-04-11 07:33:47 main:574] : INFO : Epoch 1636 | loss: 0.0312201 | val_loss: 0.0312232 | Time: 1257.75 ms [2022-04-11 07:33:48 main:574] : INFO : Epoch 1637 | loss: 0.0312213 | val_loss: 0.0312153 | Time: 1212.8 ms [2022-04-11 07:33:49 main:574] : INFO : Epoch 1638 | loss: 0.0312208 | val_loss: 0.0312151 | Time: 1242.57 ms [2022-04-11 07:33:51 main:574] : INFO : Epoch 1639 | loss: 0.0312174 | val_loss: 0.0312182 | Time: 1310.9 ms [2022-04-11 07:33:52 main:574] : INFO : Epoch 1640 | loss: 0.0312175 | val_loss: 0.0312142 | Time: 1270.69 ms [2022-04-11 07:33:53 main:574] : INFO : Epoch 1641 | loss: 0.0312198 | val_loss: 0.0312314 | Time: 1268.17 ms [2022-04-11 07:33:55 main:574] : INFO : Epoch 1642 | loss: 0.0312188 | val_loss: 0.0312115 | Time: 1285.99 ms [2022-04-11 07:33:56 main:574] : INFO : Epoch 1643 | loss: 0.0312156 | val_loss: 0.0312119 | Time: 1253.92 ms [2022-04-11 07:33:57 main:574] : INFO : Epoch 1644 | loss: 0.0312141 | val_loss: 0.0312188 | Time: 1245.19 ms [2022-04-11 07:33:58 main:574] : INFO : Epoch 1645 | loss: 0.0312165 | val_loss: 0.0312112 | Time: 1281.94 ms [2022-04-11 07:34:00 main:574] : INFO : Epoch 1646 | loss: 0.0312126 | val_loss: 0.0312108 | Time: 1235.07 ms [2022-04-11 07:34:01 main:574] : INFO : Epoch 1647 | loss: 0.0312138 | val_loss: 0.0312099 | Time: 1251.08 ms [2022-04-11 07:34:02 main:574] : INFO : Epoch 1648 | loss: 0.031213 | val_loss: 0.0312101 | Time: 1297.15 ms [2022-04-11 07:34:04 main:574] : INFO : Epoch 1649 | loss: 0.0312129 | val_loss: 0.0312176 | Time: 1260.97 ms [2022-04-11 07:34:05 main:574] : INFO : Epoch 1650 | loss: 0.0312139 | val_loss: 0.0312096 | Time: 1266.68 ms [2022-04-11 07:34:06 main:574] : INFO : Epoch 1651 | loss: 0.031216 | val_loss: 0.0312097 | Time: 1276.36 ms [2022-04-11 07:34:07 main:574] : INFO : Epoch 1652 | loss: 0.0312148 | val_loss: 0.031217 | Time: 1325.83 ms [2022-04-11 07:34:09 main:574] : INFO : Epoch 1653 | loss: 0.0312144 | val_loss: 0.0312088 | Time: 1304.94 ms [2022-04-11 07:34:10 main:574] : INFO : Epoch 1654 | loss: 0.0312131 | val_loss: 0.0312103 | Time: 1344.22 ms [2022-04-11 07:34:12 main:574] : INFO : Epoch 1655 | loss: 0.0312124 | val_loss: 0.0312087 | Time: 1434.2 ms [2022-04-11 07:34:13 main:574] : INFO : Epoch 1656 | loss: 0.031216 | val_loss: 0.0312086 | Time: 1435.57 ms [2022-04-11 07:34:15 main:574] : INFO : Epoch 1657 | loss: 0.0312133 | val_loss: 0.0312108 | Time: 1451.82 ms [2022-04-11 07:34:16 main:574] : INFO : Epoch 1658 | loss: 0.0312116 | val_loss: 0.0312095 | Time: 1352.88 ms [2022-04-11 07:34:17 main:574] : INFO : Epoch 1659 | loss: 0.0312098 | val_loss: 0.0312098 | Time: 1390.84 ms [2022-04-11 07:34:19 main:574] : INFO : Epoch 1660 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 1249.5 ms [2022-04-11 07:34:20 main:574] : INFO : Epoch 1661 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 1263.05 ms [2022-04-11 07:34:21 main:574] : INFO : Epoch 1662 | loss: 0.0312122 | val_loss: 0.0312097 | Time: 1250.76 ms [2022-04-11 07:34:22 main:574] : INFO : Epoch 1663 | loss: 0.0312097 | val_loss: 0.0312081 | Time: 1232.06 ms [2022-04-11 07:34:24 main:574] : INFO : Epoch 1664 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 1370.46 ms [2022-04-11 07:34:25 main:574] : INFO : Epoch 1665 | loss: 0.0312108 | val_loss: 0.0312104 | Time: 1305.79 ms [2022-04-11 07:34:26 main:574] : INFO : Epoch 1666 | loss: 0.0312115 | val_loss: 0.031208 | Time: 1244.88 ms [2022-04-11 07:34:28 main:574] : INFO : Epoch 1667 | loss: 0.0312097 | val_loss: 0.0312081 | Time: 1298.67 ms [2022-04-11 07:34:29 main:574] : INFO : Epoch 1668 | loss: 0.0312115 | val_loss: 0.0312088 | Time: 1283.91 ms [2022-04-11 07:34:30 main:574] : INFO : Epoch 1669 | loss: 0.0312124 | val_loss: 0.0312164 | Time: 1262.02 ms [2022-04-11 07:34:32 main:574] : INFO : Epoch 1670 | loss: 0.0312139 | val_loss: 0.0312168 | Time: 1382.72 ms [2022-04-11 07:34:33 main:574] : INFO : Epoch 1671 | loss: 0.031213 | val_loss: 0.0312111 | Time: 1315.09 ms [2022-04-11 07:34:34 main:574] : INFO : Epoch 1672 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 1225.05 ms [2022-04-11 07:34:36 main:574] : INFO : Epoch 1673 | loss: 0.0312108 | val_loss: 0.0312075 | Time: 1277.9 ms [2022-04-11 07:34:37 main:574] : INFO : Epoch 1674 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 1280.93 ms [2022-04-11 07:34:38 main:574] : INFO : Epoch 1675 | loss: 0.0312102 | val_loss: 0.0312097 | Time: 1323.17 ms [2022-04-11 07:34:39 main:574] : INFO : Epoch 1676 | loss: 0.0312117 | val_loss: 0.0312087 | Time: 1322.87 ms [2022-04-11 07:34:41 main:574] : INFO : Epoch 1677 | loss: 0.0312099 | val_loss: 0.0312092 | Time: 1355.83 ms [2022-04-11 07:34:42 main:574] : INFO : Epoch 1678 | loss: 0.0312257 | val_loss: 0.0312089 | Time: 1246.79 ms [2022-04-11 07:34:43 main:574] : INFO : Epoch 1679 | loss: 0.0312202 | val_loss: 0.0312107 | Time: 1288.19 ms [2022-04-11 07:34:45 main:574] : INFO : Epoch 1680 | loss: 0.0312111 | val_loss: 0.0312089 | Time: 1319.29 ms [2022-04-11 07:34:46 main:574] : INFO : Epoch 1681 | loss: 0.0312086 | val_loss: 0.0312071 | Time: 1327.11 ms [2022-04-11 07:34:47 main:574] : INFO : Epoch 1682 | loss: 0.0312101 | val_loss: 0.0312133 | Time: 1250.41 ms [2022-04-11 07:34:49 main:574] : INFO : Epoch 1683 | loss: 0.0312132 | val_loss: 0.0312083 | Time: 1225.48 ms [2022-04-11 07:34:50 main:574] : INFO : Epoch 1684 | loss: 0.0312114 | val_loss: 0.0312074 | Time: 1296.21 ms [2022-04-11 07:34:51 main:574] : INFO : Epoch 1685 | loss: 0.031209 | val_loss: 0.0312077 | Time: 1384.6 ms [2022-04-11 07:34:53 main:574] : INFO : Epoch 1686 | loss: 0.0312106 | val_loss: 0.0312072 | Time: 1323.1 ms [2022-04-11 07:34:54 main:574] : INFO : Epoch 1687 | loss: 0.0312103 | val_loss: 0.0312093 | Time: 1352.74 ms [2022-04-11 07:34:55 main:574] : INFO : Epoch 1688 | loss: 0.031214 | val_loss: 0.031208 | Time: 1299.3 ms [2022-04-11 07:34:57 main:574] : INFO : Epoch 1689 | loss: 0.0312126 | val_loss: 0.0312076 | Time: 1354.48 ms [2022-04-11 07:34:58 main:574] : INFO : Epoch 1690 | loss: 0.0312137 | val_loss: 0.0312072 | Time: 1276.62 ms [2022-04-11 07:34:59 main:574] : INFO : Epoch 1691 | loss: 0.0312192 | val_loss: 0.0312136 | Time: 1304.55 ms [2022-04-11 07:35:01 main:574] : INFO : Epoch 1692 | loss: 0.0312101 | val_loss: 0.0312069 | Time: 1274.09 ms [2022-04-11 07:35:02 main:574] : INFO : Epoch 1693 | loss: 0.03121 | val_loss: 0.0312099 | Time: 1262.66 ms [2022-04-11 07:35:03 main:574] : INFO : Epoch 1694 | loss: 0.031209 | val_loss: 0.0312072 | Time: 1273.97 ms [2022-04-11 07:35:04 main:574] : INFO : Epoch 1695 | loss: 0.0312086 | val_loss: 0.0312134 | Time: 1207.86 ms [2022-04-11 07:35:06 main:574] : INFO : Epoch 1696 | loss: 0.0312089 | val_loss: 0.031207 | Time: 1304.24 ms [2022-04-11 07:35:07 main:574] : INFO : Epoch 1697 | loss: 0.0312076 | val_loss: 0.0312104 | Time: 1269.23 ms [2022-04-11 07:35:08 main:574] : INFO : Epoch 1698 | loss: 0.0312087 | val_loss: 0.0312072 | Time: 1239.29 ms [2022-04-11 07:35:09 main:574] : INFO : Epoch 1699 | loss: 0.0312087 | val_loss: 0.0312106 | Time: 1248.52 ms [2022-04-11 07:35:11 main:574] : INFO : Epoch 1700 | loss: 0.0312116 | val_loss: 0.0312097 | Time: 1348.05 ms [2022-04-11 07:35:12 main:574] : INFO : Epoch 1701 | loss: 0.0312114 | val_loss: 0.0312082 | Time: 1251.39 ms [2022-04-11 07:35:13 main:574] : INFO : Epoch 1702 | loss: 0.0312103 | val_loss: 0.0312089 | Time: 1272.56 ms [2022-04-11 07:35:15 main:574] : INFO : Epoch 1703 | loss: 0.0312089 | val_loss: 0.031207 | Time: 1259.28 ms [2022-04-11 07:35:16 main:574] : INFO : Epoch 1704 | loss: 0.0312079 | val_loss: 0.0312118 | Time: 1313.12 ms [2022-04-11 07:35:17 main:574] : INFO : Epoch 1705 | loss: 0.0312097 | val_loss: 0.0312069 | Time: 1402.65 ms [2022-04-11 07:35:19 main:574] : INFO : Epoch 1706 | loss: 0.0312082 | val_loss: 0.0312066 | Time: 1261.39 ms [2022-04-11 07:35:20 main:574] : INFO : Epoch 1707 | loss: 0.0312123 | val_loss: 0.0312217 | Time: 1367.33 ms [2022-04-11 07:35:21 main:574] : INFO : Epoch 1708 | loss: 0.0312101 | val_loss: 0.0312081 | Time: 1226.71 ms [2022-04-11 07:35:22 main:574] : INFO : Epoch 1709 | loss: 0.0312079 | val_loss: 0.031209 | Time: 1160.87 ms [2022-04-11 07:35:24 main:574] : INFO : Epoch 1710 | loss: 0.0312138 | val_loss: 0.0312096 | Time: 1262.27 ms [2022-04-11 07:35:25 main:574] : INFO : Epoch 1711 | loss: 0.0312154 | val_loss: 0.0312087 | Time: 1314.75 ms [2022-04-11 07:35:26 main:574] : INFO : Epoch 1712 | loss: 0.031209 | val_loss: 0.0312093 | Time: 1279.2 ms [2022-04-11 07:35:28 main:574] : INFO : Epoch 1713 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 1278.83 ms [2022-04-11 07:35:29 main:574] : INFO : Epoch 1714 | loss: 0.0312104 | val_loss: 0.0312087 | Time: 1287.85 ms [2022-04-11 07:35:30 main:574] : INFO : Epoch 1715 | loss: 0.0312114 | val_loss: 0.0312174 | Time: 1235.72 ms [2022-04-11 07:35:31 main:574] : INFO : Epoch 1716 | loss: 0.0312107 | val_loss: 0.0312065 | Time: 1254.44 ms [2022-04-11 07:35:33 main:574] : INFO : Epoch 1717 | loss: 0.0312068 | val_loss: 0.0312088 | Time: 1263.7 ms [2022-04-11 07:35:34 main:574] : INFO : Epoch 1718 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 1277.04 ms [2022-04-11 07:35:35 main:574] : INFO : Epoch 1719 | loss: 0.0312072 | val_loss: 0.0312068 | Time: 1350.7 ms [2022-04-11 07:35:37 main:574] : INFO : Epoch 1720 | loss: 0.0312077 | val_loss: 0.0312077 | Time: 1291.07 ms [2022-04-11 07:35:38 main:574] : INFO : Epoch 1721 | loss: 0.0312073 | val_loss: 0.0312092 | Time: 1243.2 ms [2022-04-11 07:35:39 main:574] : INFO : Epoch 1722 | loss: 0.0312091 | val_loss: 0.03121 | Time: 1251.47 ms [2022-04-11 07:35:41 main:574] : INFO : Epoch 1723 | loss: 0.0312107 | val_loss: 0.0312078 | Time: 1295.47 ms [2022-04-11 07:35:42 main:574] : INFO : Epoch 1724 | loss: 0.0312103 | val_loss: 0.0312162 | Time: 1302.74 ms [2022-04-11 07:35:43 main:574] : INFO : Epoch 1725 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 1337.81 ms [2022-04-11 07:35:45 main:574] : INFO : Epoch 1726 | loss: 0.0312106 | val_loss: 0.031207 | Time: 1265.54 ms [2022-04-11 07:35:46 main:574] : INFO : Epoch 1727 | loss: 0.0312077 | val_loss: 0.0312074 | Time: 1311.27 ms [2022-04-11 07:35:47 main:574] : INFO : Epoch 1728 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 1294.98 ms [2022-04-11 07:35:48 main:574] : INFO : Epoch 1729 | loss: 0.0312076 | val_loss: 0.0312078 | Time: 1237.78 ms [2022-04-11 07:35:50 main:574] : INFO : Epoch 1730 | loss: 0.031206 | val_loss: 0.0312065 | Time: 1298.46 ms [2022-04-11 07:35:51 main:574] : INFO : Epoch 1731 | loss: 0.031208 | val_loss: 0.0312212 | Time: 1341.98 ms [2022-04-11 07:35:52 main:574] : INFO : Epoch 1732 | loss: 0.0312103 | val_loss: 0.0312062 | Time: 1313.61 ms [2022-04-11 07:35:54 main:574] : INFO : Epoch 1733 | loss: 0.0312083 | val_loss: 0.0312059 | Time: 1312.87 ms [2022-04-11 07:35:55 main:574] : INFO : Epoch 1734 | loss: 0.0312072 | val_loss: 0.0312127 | Time: 1237.47 ms [2022-04-11 07:35:56 main:574] : INFO : Epoch 1735 | loss: 0.0312097 | val_loss: 0.0312106 | Time: 1302.58 ms [2022-04-11 07:35:58 main:574] : INFO : Epoch 1736 | loss: 0.0312067 | val_loss: 0.0312066 | Time: 1275.33 ms [2022-04-11 07:35:59 main:574] : INFO : Epoch 1737 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 1256.16 ms [2022-04-11 07:36:00 main:574] : INFO : Epoch 1738 | loss: 0.0312072 | val_loss: 0.0312076 | Time: 1274.73 ms [2022-04-11 07:36:01 main:574] : INFO : Epoch 1739 | loss: 0.0312059 | val_loss: 0.0312214 | Time: 1251.14 ms [2022-04-11 07:36:03 main:574] : INFO : Epoch 1740 | loss: 0.0312117 | val_loss: 0.0312096 | Time: 1277.68 ms [2022-04-11 07:36:04 main:574] : INFO : Epoch 1741 | loss: 0.0312088 | val_loss: 0.0312059 | Time: 1279.27 ms [2022-04-11 07:36:05 main:574] : INFO : Epoch 1742 | loss: 0.0312062 | val_loss: 0.0312057 | Time: 1396.26 ms [2022-04-11 07:36:07 main:574] : INFO : Epoch 1743 | loss: 0.0312064 | val_loss: 0.0312078 | Time: 1225.67 ms [2022-04-11 07:36:08 main:574] : INFO : Epoch 1744 | loss: 0.0312074 | val_loss: 0.0312135 | Time: 1234.39 ms [2022-04-11 07:36:09 main:574] : INFO : Epoch 1745 | loss: 0.0312081 | val_loss: 0.0312102 | Time: 1293.57 ms [2022-04-11 07:36:11 main:574] : INFO : Epoch 1746 | loss: 0.0312083 | val_loss: 0.031205 | Time: 1319.68 ms [2022-04-11 07:36:12 main:574] : INFO : Epoch 1747 | loss: 0.0312055 | val_loss: 0.0312051 | Time: 1258.76 ms [2022-04-11 07:36:13 main:574] : INFO : Epoch 1748 | loss: 0.031208 | val_loss: 0.0312068 | Time: 1329.68 ms [2022-04-11 07:36:14 main:574] : INFO : Epoch 1749 | loss: 0.0312101 | val_loss: 0.0312088 | Time: 1282.19 ms [2022-04-11 07:36:16 main:574] : INFO : Epoch 1750 | loss: 0.031208 | val_loss: 0.0312124 | Time: 1227.98 ms [2022-04-11 07:36:17 main:574] : INFO : Epoch 1751 | loss: 0.0312079 | val_loss: 0.0312081 | Time: 1252.72 ms [2022-04-11 07:36:18 main:574] : INFO : Epoch 1752 | loss: 0.0312056 | val_loss: 0.0312053 | Time: 1297.69 ms [2022-04-11 07:36:20 main:574] : INFO : Epoch 1753 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 1276.68 ms [2022-04-11 07:36:21 main:574] : INFO : Epoch 1754 | loss: 0.0312052 | val_loss: 0.0312059 | Time: 1272.62 ms [2022-04-11 07:36:22 main:574] : INFO : Epoch 1755 | loss: 0.031205 | val_loss: 0.0312048 | Time: 1352.76 ms [2022-04-11 07:36:23 main:574] : INFO : Epoch 1756 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 1282.63 ms [2022-04-11 07:36:25 main:574] : INFO : Epoch 1757 | loss: 0.0312052 | val_loss: 0.0312088 | Time: 1235.11 ms [2022-04-11 07:36:26 main:574] : INFO : Epoch 1758 | loss: 0.0312048 | val_loss: 0.031205 | Time: 1273.84 ms [2022-04-11 07:36:27 main:574] : INFO : Epoch 1759 | loss: 0.0312048 | val_loss: 0.0312087 | Time: 1260.51 ms [2022-04-11 07:36:29 main:574] : INFO : Epoch 1760 | loss: 0.0312068 | val_loss: 0.0312051 | Time: 1242.69 ms [2022-04-11 07:36:30 main:574] : INFO : Epoch 1761 | loss: 0.031204 | val_loss: 0.0312055 | Time: 1251.01 ms [2022-04-11 07:36:31 main:574] : INFO : Epoch 1762 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 1343.56 ms [2022-04-11 07:36:32 main:574] : INFO : Epoch 1763 | loss: 0.0312041 | val_loss: 0.0312099 | Time: 1293.69 ms [2022-04-11 07:36:34 main:574] : INFO : Epoch 1764 | loss: 0.0312095 | val_loss: 0.0312128 | Time: 1438.54 ms [2022-04-11 07:36:35 main:574] : INFO : Epoch 1765 | loss: 0.0312069 | val_loss: 0.0312077 | Time: 1276.69 ms [2022-04-11 07:36:37 main:574] : INFO : Epoch 1766 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 1351.29 ms [2022-04-11 07:36:38 main:574] : INFO : Epoch 1767 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 1331.81 ms [2022-04-11 07:36:39 main:574] : INFO : Epoch 1768 | loss: 0.0312042 | val_loss: 0.0312074 | Time: 1308.03 ms [2022-04-11 07:36:41 main:574] : INFO : Epoch 1769 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 1332.06 ms [2022-04-11 07:36:42 main:574] : INFO : Epoch 1770 | loss: 0.0312117 | val_loss: 0.0312158 | Time: 1271.76 ms [2022-04-11 07:36:43 main:574] : INFO : Epoch 1771 | loss: 0.0312064 | val_loss: 0.0312054 | Time: 1250.55 ms [2022-04-11 07:36:44 main:574] : INFO : Epoch 1772 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 1314.56 ms [2022-04-11 07:36:46 main:574] : INFO : Epoch 1773 | loss: 0.0312061 | val_loss: 0.0312058 | Time: 1305.69 ms [2022-04-11 07:36:47 main:574] : INFO : Epoch 1774 | loss: 0.0312042 | val_loss: 0.0312053 | Time: 1235.28 ms [2022-04-11 07:36:48 main:574] : INFO : Epoch 1775 | loss: 0.0312041 | val_loss: 0.0312089 | Time: 1316.2 ms [2022-04-11 07:36:50 main:574] : INFO : Epoch 1776 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1301.51 ms [2022-04-11 07:36:51 main:574] : INFO : Epoch 1777 | loss: 0.0312035 | val_loss: 0.0312055 | Time: 1219.01 ms [2022-04-11 07:36:52 main:574] : INFO : Epoch 1778 | loss: 0.0312037 | val_loss: 0.0312047 | Time: 1240.79 ms [2022-04-11 07:36:53 main:574] : INFO : Epoch 1779 | loss: 0.031203 | val_loss: 0.031208 | Time: 1313.32 ms [2022-04-11 07:36:55 main:574] : INFO : Epoch 1780 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 1315.65 ms [2022-04-11 07:36:56 main:574] : INFO : Epoch 1781 | loss: 0.0312042 | val_loss: 0.0312045 | Time: 1277.39 ms [2022-04-11 07:36:57 main:574] : INFO : Epoch 1782 | loss: 0.0312039 | val_loss: 0.0312053 | Time: 1319.53 ms [2022-04-11 07:36:59 main:574] : INFO : Epoch 1783 | loss: 0.0312038 | val_loss: 0.0312062 | Time: 1316.43 ms [2022-04-11 07:37:00 main:574] : INFO : Epoch 1784 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 1335.37 ms [2022-04-11 07:37:01 main:574] : INFO : Epoch 1785 | loss: 0.0312056 | val_loss: 0.0312064 | Time: 1243.87 ms [2022-04-11 07:37:03 main:574] : INFO : Epoch 1786 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 1308.69 ms [2022-04-11 07:37:04 main:574] : INFO : Epoch 1787 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 1272.03 ms [2022-04-11 07:37:05 main:574] : INFO : Epoch 1788 | loss: 0.0312064 | val_loss: 0.0312109 | Time: 1314.68 ms [2022-04-11 07:37:07 main:574] : INFO : Epoch 1789 | loss: 0.0312049 | val_loss: 0.0312049 | Time: 1304.86 ms [2022-04-11 07:37:08 main:574] : INFO : Epoch 1790 | loss: 0.0312038 | val_loss: 0.0312076 | Time: 1313.16 ms [2022-04-11 07:37:09 main:574] : INFO : Epoch 1791 | loss: 0.031207 | val_loss: 0.0312067 | Time: 1262.36 ms [2022-04-11 07:37:11 main:574] : INFO : Epoch 1792 | loss: 0.0312042 | val_loss: 0.0312054 | Time: 1261.15 ms [2022-04-11 07:37:12 main:574] : INFO : Epoch 1793 | loss: 0.0312042 | val_loss: 0.0312051 | Time: 1400.76 ms [2022-04-11 07:37:13 main:574] : INFO : Epoch 1794 | loss: 0.0312031 | val_loss: 0.031207 | Time: 1298 ms [2022-04-11 07:37:15 main:574] : INFO : Epoch 1795 | loss: 0.0312033 | val_loss: 0.0312059 | Time: 1328.26 ms [2022-04-11 07:37:16 main:574] : INFO : Epoch 1796 | loss: 0.0312026 | val_loss: 0.0312088 | Time: 1244.92 ms [2022-04-11 07:37:17 main:574] : INFO : Epoch 1797 | loss: 0.0312047 | val_loss: 0.0312105 | Time: 1300.88 ms [2022-04-11 07:37:18 main:574] : INFO : Epoch 1798 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 1265.57 ms [2022-04-11 07:37:20 main:574] : INFO : Epoch 1799 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 1310.86 ms [2022-04-11 07:37:21 main:574] : INFO : Epoch 1800 | loss: 0.0312051 | val_loss: 0.0312043 | Time: 1307.17 ms [2022-04-11 07:37:22 main:574] : INFO : Epoch 1801 | loss: 0.031203 | val_loss: 0.0312039 | Time: 1247.3 ms [2022-04-11 07:37:24 main:574] : INFO : Epoch 1802 | loss: 0.0312025 | val_loss: 0.031211 | Time: 1338.68 ms [2022-04-11 07:37:25 main:574] : INFO : Epoch 1803 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 1324.06 ms [2022-04-11 07:37:26 main:574] : INFO : Epoch 1804 | loss: 0.0312034 | val_loss: 0.0312041 | Time: 1304.64 ms [2022-04-11 07:37:28 main:574] : INFO : Epoch 1805 | loss: 0.0312027 | val_loss: 0.0312039 | Time: 1249.33 ms [2022-04-11 07:37:29 main:574] : INFO : Epoch 1806 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 1303.59 ms [2022-04-11 07:37:30 main:574] : INFO : Epoch 1807 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 1326.06 ms [2022-04-11 07:37:32 main:574] : INFO : Epoch 1808 | loss: 0.0312033 | val_loss: 0.0312075 | Time: 1233.54 ms [2022-04-11 07:37:33 main:574] : INFO : Epoch 1809 | loss: 0.0312064 | val_loss: 0.0312319 | Time: 1296.04 ms [2022-04-11 07:37:34 main:574] : INFO : Epoch 1810 | loss: 0.0312077 | val_loss: 0.031209 | Time: 1266.33 ms [2022-04-11 07:37:36 main:574] : INFO : Epoch 1811 | loss: 0.0312026 | val_loss: 0.0312033 | Time: 1396.57 ms [2022-04-11 07:37:37 main:574] : INFO : Epoch 1812 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 1259.16 ms [2022-04-11 07:37:38 main:574] : INFO : Epoch 1813 | loss: 0.0312028 | val_loss: 0.031204 | Time: 1369.42 ms [2022-04-11 07:37:40 main:574] : INFO : Epoch 1814 | loss: 0.0312039 | val_loss: 0.0312161 | Time: 1338.99 ms [2022-04-11 07:37:41 main:574] : INFO : Epoch 1815 | loss: 0.0312053 | val_loss: 0.0312057 | Time: 1240.48 ms [2022-04-11 07:37:42 main:574] : INFO : Epoch 1816 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1240.3 ms [2022-04-11 07:37:43 main:574] : INFO : Epoch 1817 | loss: 0.031202 | val_loss: 0.0312046 | Time: 1298.71 ms [2022-04-11 07:37:45 main:574] : INFO : Epoch 1818 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 1286.76 ms [2022-04-11 07:37:46 main:574] : INFO : Epoch 1819 | loss: 0.031206 | val_loss: 0.0312139 | Time: 1266.95 ms [2022-04-11 07:37:47 main:574] : INFO : Epoch 1820 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 1350.1 ms [2022-04-11 07:37:49 main:574] : INFO : Epoch 1821 | loss: 0.0312046 | val_loss: 0.0312035 | Time: 1272.2 ms [2022-04-11 07:37:50 main:574] : INFO : Epoch 1822 | loss: 0.0312021 | val_loss: 0.0312053 | Time: 1286.7 ms [2022-04-11 07:37:51 main:574] : INFO : Epoch 1823 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1313.28 ms [2022-04-11 07:37:53 main:574] : INFO : Epoch 1824 | loss: 0.0312051 | val_loss: 0.0312039 | Time: 1319.39 ms [2022-04-11 07:37:54 main:574] : INFO : Epoch 1825 | loss: 0.0312027 | val_loss: 0.0312038 | Time: 1237.78 ms [2022-04-11 07:37:55 main:574] : INFO : Epoch 1826 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 1321.74 ms [2022-04-11 07:37:56 main:574] : INFO : Epoch 1827 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 1295.04 ms [2022-04-11 07:37:58 main:574] : INFO : Epoch 1828 | loss: 0.031209 | val_loss: 0.0312062 | Time: 1263.59 ms [2022-04-11 07:37:59 main:574] : INFO : Epoch 1829 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 1301.6 ms [2022-04-11 07:38:00 main:574] : INFO : Epoch 1830 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 1283.29 ms [2022-04-11 07:38:02 main:574] : INFO : Epoch 1831 | loss: 0.0312103 | val_loss: 0.0312043 | Time: 1232.35 ms [2022-04-11 07:38:03 main:574] : INFO : Epoch 1832 | loss: 0.0312076 | val_loss: 0.0312245 | Time: 1286.85 ms [2022-04-11 07:38:04 main:574] : INFO : Epoch 1833 | loss: 0.031208 | val_loss: 0.031204 | Time: 1256.66 ms [2022-04-11 07:38:05 main:574] : INFO : Epoch 1834 | loss: 0.0312067 | val_loss: 0.0312061 | Time: 1346.58 ms [2022-04-11 07:38:07 main:574] : INFO : Epoch 1835 | loss: 0.0312042 | val_loss: 0.0312041 | Time: 1354.53 ms [2022-04-11 07:38:08 main:574] : INFO : Epoch 1836 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 1263.68 ms [2022-04-11 07:38:09 main:574] : INFO : Epoch 1837 | loss: 0.0312059 | val_loss: 0.0312064 | Time: 1344.82 ms [2022-04-11 07:38:11 main:574] : INFO : Epoch 1838 | loss: 0.0312063 | val_loss: 0.0312071 | Time: 1362.85 ms [2022-04-11 07:38:12 main:574] : INFO : Epoch 1839 | loss: 0.0312028 | val_loss: 0.031216 | Time: 1324.98 ms [2022-04-11 07:38:14 main:574] : INFO : Epoch 1840 | loss: 0.0312036 | val_loss: 0.0312207 | Time: 1338.89 ms [2022-04-11 07:38:15 main:574] : INFO : Epoch 1841 | loss: 0.0312053 | val_loss: 0.0312177 | Time: 1261.81 ms [2022-04-11 07:38:16 main:574] : INFO : Epoch 1842 | loss: 0.0312047 | val_loss: 0.0312133 | Time: 1322.8 ms [2022-04-11 07:38:17 main:574] : INFO : Epoch 1843 | loss: 0.0312024 | val_loss: 0.0312215 | Time: 1257.1 ms [2022-04-11 07:38:19 main:574] : INFO : Epoch 1844 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 1278.81 ms [2022-04-11 07:38:20 main:574] : INFO : Epoch 1845 | loss: 0.0312017 | val_loss: 0.0312029 | Time: 1313.42 ms [2022-04-11 07:38:21 main:574] : INFO : Epoch 1846 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 1186.57 ms [2022-04-11 07:38:23 main:574] : INFO : Epoch 1847 | loss: 0.0312019 | val_loss: 0.0312042 | Time: 1330.13 ms [2022-04-11 07:38:24 main:574] : INFO : Epoch 1848 | loss: 0.0312019 | val_loss: 0.0312109 | Time: 1331.22 ms [2022-04-11 07:38:25 main:574] : INFO : Epoch 1849 | loss: 0.0312017 | val_loss: 0.0312074 | Time: 1358.39 ms [2022-04-11 07:38:27 main:574] : INFO : Epoch 1850 | loss: 0.0312042 | val_loss: 0.0312109 | Time: 1302.95 ms [2022-04-11 07:38:28 main:574] : INFO : Epoch 1851 | loss: 0.0312077 | val_loss: 0.0312105 | Time: 1344.72 ms [2022-04-11 07:38:29 main:574] : INFO : Epoch 1852 | loss: 0.0312039 | val_loss: 0.0312127 | Time: 1316.37 ms [2022-04-11 07:38:31 main:574] : INFO : Epoch 1853 | loss: 0.0312031 | val_loss: 0.0312138 | Time: 1335.99 ms [2022-04-11 07:38:32 main:574] : INFO : Epoch 1854 | loss: 0.0312018 | val_loss: 0.0312132 | Time: 1254.8 ms [2022-04-11 07:38:33 main:574] : INFO : Epoch 1855 | loss: 0.0312016 | val_loss: 0.0312246 | Time: 1340.21 ms [2022-04-11 07:38:35 main:574] : INFO : Epoch 1856 | loss: 0.031209 | val_loss: 0.0312326 | Time: 1353.99 ms [2022-04-11 07:38:36 main:574] : INFO : Epoch 1857 | loss: 0.0312084 | val_loss: 0.0312125 | Time: 1327.03 ms [2022-04-11 07:38:37 main:574] : INFO : Epoch 1858 | loss: 0.031202 | val_loss: 0.0312179 | Time: 1274.8 ms [2022-04-11 07:38:39 main:574] : INFO : Epoch 1859 | loss: 0.0312034 | val_loss: 0.0312151 | Time: 1236.88 ms [2022-04-11 07:38:40 main:574] : INFO : Epoch 1860 | loss: 0.0312027 | val_loss: 0.0312209 | Time: 1245.39 ms [2022-04-11 07:38:41 main:574] : INFO : Epoch 1861 | loss: 0.0312029 | val_loss: 0.0312158 | Time: 1305.98 ms [2022-04-11 07:38:42 main:574] : INFO : Epoch 1862 | loss: 0.0312029 | val_loss: 0.0312179 | Time: 1282.04 ms [2022-04-11 07:38:44 main:574] : INFO : Epoch 1863 | loss: 0.031202 | val_loss: 0.0312169 | Time: 1322.86 ms [2022-04-11 07:38:45 main:574] : INFO : Epoch 1864 | loss: 0.0312009 | val_loss: 0.0312321 | Time: 1284.66 ms [2022-04-11 07:38:46 main:574] : INFO : Epoch 1865 | loss: 0.0312034 | val_loss: 0.0312228 | Time: 1257.75 ms [2022-04-11 07:38:48 main:574] : INFO : Epoch 1866 | loss: 0.031207 | val_loss: 0.0312183 | Time: 1256.34 ms [2022-04-11 07:38:49 main:574] : INFO : Epoch 1867 | loss: 0.0312057 | val_loss: 0.0312163 | Time: 1289.83 ms [2022-04-11 07:38:50 main:574] : INFO : Epoch 1868 | loss: 0.0312044 | val_loss: 0.0312231 | Time: 1277.75 ms [2022-04-11 07:38:51 main:574] : INFO : Epoch 1869 | loss: 0.0312025 | val_loss: 0.0312175 | Time: 1241.93 ms [2022-04-11 07:38:53 main:574] : INFO : Epoch 1870 | loss: 0.031203 | val_loss: 0.0312223 | Time: 1191 ms [2022-04-11 07:38:54 main:574] : INFO : Epoch 1871 | loss: 0.031203 | val_loss: 0.0312244 | Time: 1305.99 ms [2022-04-11 07:38:55 main:574] : INFO : Epoch 1872 | loss: 0.0312027 | val_loss: 0.0312267 | Time: 1226.88 ms [2022-04-11 07:38:56 main:574] : INFO : Epoch 1873 | loss: 0.0312123 | val_loss: 0.0312195 | Time: 1259.03 ms [2022-04-11 07:38:58 main:574] : INFO : Epoch 1874 | loss: 0.0312098 | val_loss: 0.031218 | Time: 1322.13 ms [2022-04-11 07:38:59 main:574] : INFO : Epoch 1875 | loss: 0.0312054 | val_loss: 0.0312199 | Time: 1348.8 ms [2022-04-11 07:39:00 main:574] : INFO : Epoch 1876 | loss: 0.0312014 | val_loss: 0.0312266 | Time: 1263.01 ms [2022-04-11 07:39:02 main:574] : INFO : Epoch 1877 | loss: 0.0312052 | val_loss: 0.0312194 | Time: 1326.45 ms [2022-04-11 07:39:03 main:574] : INFO : Epoch 1878 | loss: 0.0312023 | val_loss: 0.0312223 | Time: 1239.92 ms [2022-04-11 07:39:04 main:574] : INFO : Epoch 1879 | loss: 0.0312018 | val_loss: 0.031224 | Time: 1235.19 ms [2022-04-11 07:39:06 main:574] : INFO : Epoch 1880 | loss: 0.031202 | val_loss: 0.0312238 | Time: 1268.33 ms [2022-04-11 07:39:07 main:574] : INFO : Epoch 1881 | loss: 0.0312016 | val_loss: 0.0312239 | Time: 1317.89 ms [2022-04-11 07:39:08 main:574] : INFO : Epoch 1882 | loss: 0.0312027 | val_loss: 0.0312216 | Time: 1383.28 ms [2022-04-11 07:39:10 main:574] : INFO : Epoch 1883 | loss: 0.0312014 | val_loss: 0.0312228 | Time: 1292.91 ms [2022-04-11 07:39:11 main:574] : INFO : Epoch 1884 | loss: 0.0312032 | val_loss: 0.0312275 | Time: 1248.94 ms [2022-04-11 07:39:12 main:574] : INFO : Epoch 1885 | loss: 0.0312029 | val_loss: 0.0312223 | Time: 1329.03 ms [2022-04-11 07:39:14 main:574] : INFO : Epoch 1886 | loss: 0.0312076 | val_loss: 0.0312332 | Time: 1315.76 ms [2022-04-11 07:39:15 main:574] : INFO : Epoch 1887 | loss: 0.0312053 | val_loss: 0.0312208 | Time: 1293.96 ms [2022-04-11 07:39:16 main:574] : INFO : Epoch 1888 | loss: 0.0312035 | val_loss: 0.0312218 | Time: 1232.26 ms [2022-04-11 07:39:17 main:574] : INFO : Epoch 1889 | loss: 0.0312006 | val_loss: 0.0312245 | Time: 1244.42 ms [2022-04-11 07:39:19 main:574] : INFO : Epoch 1890 | loss: 0.0312014 | val_loss: 0.0312261 | Time: 1319.83 ms [2022-04-11 07:39:20 main:574] : INFO : Epoch 1891 | loss: 0.0312021 | val_loss: 0.0312235 | Time: 1297.16 ms [2022-04-11 07:39:21 main:574] : INFO : Epoch 1892 | loss: 0.0312039 | val_loss: 0.0312255 | Time: 1360.87 ms [2022-04-11 07:39:23 main:574] : INFO : Epoch 1893 | loss: 0.0312081 | val_loss: 0.0312242 | Time: 1328.86 ms [2022-04-11 07:39:24 main:574] : INFO : Epoch 1894 | loss: 0.0312014 | val_loss: 0.0312268 | Time: 1235.77 ms [2022-04-11 07:39:25 main:574] : INFO : Epoch 1895 | loss: 0.0312016 | val_loss: 0.031225 | Time: 1311.38 ms [2022-04-11 07:39:27 main:574] : INFO : Epoch 1896 | loss: 0.0312012 | val_loss: 0.0312286 | Time: 1261.17 ms [2022-04-11 07:39:28 main:574] : INFO : Epoch 1897 | loss: 0.0312029 | val_loss: 0.0312285 | Time: 1374.31 ms [2022-04-11 07:39:29 main:574] : INFO : Epoch 1898 | loss: 0.0312027 | val_loss: 0.0312259 | Time: 1253.1 ms [2022-04-11 07:39:30 main:574] : INFO : Epoch 1899 | loss: 0.0312084 | val_loss: 0.0312273 | Time: 1253.35 ms [2022-04-11 07:39:32 main:574] : INFO : Epoch 1900 | loss: 0.0312033 | val_loss: 0.031229 | Time: 1373.57 ms [2022-04-11 07:39:33 main:574] : INFO : Epoch 1901 | loss: 0.031201 | val_loss: 0.0312294 | Time: 1327.98 ms [2022-04-11 07:39:34 main:574] : INFO : Epoch 1902 | loss: 0.0312011 | val_loss: 0.0312218 | Time: 1243.17 ms [2022-04-11 07:39:36 main:574] : INFO : Epoch 1903 | loss: 0.0312005 | val_loss: 0.0312247 | Time: 1264.41 ms [2022-04-11 07:39:37 main:574] : INFO : Epoch 1904 | loss: 0.0312006 | val_loss: 0.0312309 | Time: 1210.62 ms [2022-04-11 07:39:38 main:574] : INFO : Epoch 1905 | loss: 0.0312047 | val_loss: 0.0312292 | Time: 1358.31 ms [2022-04-11 07:39:40 main:574] : INFO : Epoch 1906 | loss: 0.0312033 | val_loss: 0.031228 | Time: 1262.18 ms [2022-04-11 07:39:41 main:574] : INFO : Epoch 1907 | loss: 0.0312016 | val_loss: 0.0312339 | Time: 1295.21 ms [2022-04-11 07:39:42 main:574] : INFO : Epoch 1908 | loss: 0.0312031 | val_loss: 0.0312302 | Time: 1311.9 ms [2022-04-11 07:39:44 main:574] : INFO : Epoch 1909 | loss: 0.0312016 | val_loss: 0.0312295 | Time: 1250.76 ms [2022-04-11 07:39:45 main:574] : INFO : Epoch 1910 | loss: 0.0312053 | val_loss: 0.0312272 | Time: 1275.8 ms [2022-04-11 07:39:46 main:574] : INFO : Epoch 1911 | loss: 0.0312021 | val_loss: 0.0312331 | Time: 1327.26 ms [2022-04-11 07:39:47 main:574] : INFO : Epoch 1912 | loss: 0.0312062 | val_loss: 0.031232 | Time: 1327.5 ms [2022-04-11 07:39:49 main:574] : INFO : Epoch 1913 | loss: 0.0312063 | val_loss: 0.0312255 | Time: 1385.82 ms [2022-04-11 07:39:50 main:574] : INFO : Epoch 1914 | loss: 0.0312021 | val_loss: 0.0312323 | Time: 1240.24 ms [2022-04-11 07:39:51 main:574] : INFO : Epoch 1915 | loss: 0.0312029 | val_loss: 0.0312273 | Time: 1333.4 ms [2022-04-11 07:39:53 main:574] : INFO : Epoch 1916 | loss: 0.031202 | val_loss: 0.0312268 | Time: 1314.34 ms [2022-04-11 07:39:54 main:574] : INFO : Epoch 1917 | loss: 0.0312006 | val_loss: 0.0312377 | Time: 1351.56 ms [2022-04-11 07:39:56 main:574] : INFO : Epoch 1918 | loss: 0.0312018 | val_loss: 0.0312277 | Time: 1352.34 ms [2022-04-11 07:39:57 main:574] : INFO : Epoch 1919 | loss: 0.0312027 | val_loss: 0.0312389 | Time: 1311.52 ms [2022-04-11 07:39:58 main:574] : INFO : Epoch 1920 | loss: 0.0312024 | val_loss: 0.0312265 | Time: 1262.82 ms [2022-04-11 07:39:59 main:574] : INFO : Epoch 1921 | loss: 0.0312017 | val_loss: 0.0312279 | Time: 1265.36 ms [2022-04-11 07:40:01 main:574] : INFO : Epoch 1922 | loss: 0.0312041 | val_loss: 0.0312289 | Time: 1716.21 ms [2022-04-11 07:40:03 main:574] : INFO : Epoch 1923 | loss: 0.0312033 | val_loss: 0.0312295 | Time: 1566.67 ms [2022-04-11 07:40:04 main:574] : INFO : Epoch 1924 | loss: 0.0312032 | val_loss: 0.0312323 | Time: 1446.95 ms [2022-04-11 07:40:06 main:574] : INFO : Epoch 1925 | loss: 0.031204 | val_loss: 0.0312302 | Time: 1495.42 ms [2022-04-11 07:40:07 main:574] : INFO : Epoch 1926 | loss: 0.031202 | val_loss: 0.0312293 | Time: 1495.04 ms [2022-04-11 07:40:09 main:574] : INFO : Epoch 1927 | loss: 0.0312014 | val_loss: 0.0312286 | Time: 1444.57 ms [2022-04-11 07:40:10 main:574] : INFO : Epoch 1928 | loss: 0.0312004 | val_loss: 0.0312308 | Time: 1421.79 ms [2022-04-11 07:40:12 main:574] : INFO : Epoch 1929 | loss: 0.0312023 | val_loss: 0.0312375 | Time: 1453.95 ms [2022-04-11 07:40:13 main:574] : INFO : Epoch 1930 | loss: 0.0312024 | val_loss: 0.0312372 | Time: 1435.37 ms [2022-04-11 07:40:15 main:574] : INFO : Epoch 1931 | loss: 0.0312019 | val_loss: 0.0312338 | Time: 1531.36 ms [2022-04-11 07:40:16 main:574] : INFO : Epoch 1932 | loss: 0.0312005 | val_loss: 0.0312245 | Time: 1582.78 ms [2022-04-11 07:40:18 main:574] : INFO : Epoch 1933 | loss: 0.0312015 | val_loss: 0.0312348 | Time: 1408.73 ms [2022-04-11 07:40:19 main:574] : INFO : Epoch 1934 | loss: 0.0312017 | val_loss: 0.0312352 | Time: 1385.93 ms [2022-04-11 07:40:20 main:574] : INFO : Epoch 1935 | loss: 0.0312037 | val_loss: 0.0312282 | Time: 1337.29 ms [2022-04-11 07:40:22 main:574] : INFO : Epoch 1936 | loss: 0.0312012 | val_loss: 0.0312211 | Time: 1313.13 ms [2022-04-11 07:40:23 main:574] : INFO : Epoch 1937 | loss: 0.0312019 | val_loss: 0.0312249 | Time: 1283.7 ms [2022-04-11 07:40:24 main:574] : INFO : Epoch 1938 | loss: 0.0312009 | val_loss: 0.031228 | Time: 1466.4 ms [2022-04-11 07:40:26 main:574] : INFO : Epoch 1939 | loss: 0.031201 | val_loss: 0.0312347 | Time: 1472.72 ms [2022-04-11 07:40:27 main:574] : INFO : Epoch 1940 | loss: 0.0312026 | val_loss: 0.0312293 | Time: 1426.02 ms [2022-04-11 07:40:29 main:574] : INFO : Epoch 1941 | loss: 0.0312106 | val_loss: 0.0312234 | Time: 1402.06 ms [2022-04-11 07:40:30 main:574] : INFO : Epoch 1942 | loss: 0.0312028 | val_loss: 0.0312297 | Time: 1434.39 ms [2022-04-11 07:40:32 main:574] : INFO : Epoch 1943 | loss: 0.0312042 | val_loss: 0.0312445 | Time: 1522.77 ms [2022-04-11 07:40:33 main:574] : INFO : Epoch 1944 | loss: 0.0312075 | val_loss: 0.0312211 | Time: 1421.55 ms [2022-04-11 07:40:35 main:574] : INFO : Epoch 1945 | loss: 0.0312025 | val_loss: 0.0312259 | Time: 1453.07 ms [2022-04-11 07:40:36 main:574] : INFO : Epoch 1946 | loss: 0.0312036 | val_loss: 0.0312261 | Time: 1352.17 ms [2022-04-11 07:40:38 main:574] : INFO : Epoch 1947 | loss: 0.0312046 | val_loss: 0.0312312 | Time: 1368.57 ms [2022-04-11 07:40:39 main:574] : INFO : Epoch 1948 | loss: 0.0312019 | val_loss: 0.0312319 | Time: 1347.22 ms [2022-04-11 07:40:40 main:574] : INFO : Epoch 1949 | loss: 0.0312047 | val_loss: 0.0312391 | Time: 1390.89 ms [2022-04-11 07:40:42 main:574] : INFO : Epoch 1950 | loss: 0.0312038 | val_loss: 0.0312293 | Time: 1276.44 ms [2022-04-11 07:40:43 main:574] : INFO : Epoch 1951 | loss: 0.0312005 | val_loss: 0.031238 | Time: 1176.67 ms [2022-04-11 07:40:44 main:574] : INFO : Epoch 1952 | loss: 0.0312008 | val_loss: 0.0312287 | Time: 1310.44 ms [2022-04-11 07:40:46 main:574] : INFO : Epoch 1953 | loss: 0.0312013 | val_loss: 0.0312317 | Time: 1394.02 ms [2022-04-11 07:40:47 main:574] : INFO : Epoch 1954 | loss: 0.031201 | val_loss: 0.0312347 | Time: 1331.12 ms [2022-04-11 07:40:48 main:574] : INFO : Epoch 1955 | loss: 0.0312007 | val_loss: 0.0312358 | Time: 1336.11 ms [2022-04-11 07:40:49 main:574] : INFO : Epoch 1956 | loss: 0.0312008 | val_loss: 0.0312315 | Time: 1274.97 ms [2022-04-11 07:40:51 main:574] : INFO : Epoch 1957 | loss: 0.0312013 | val_loss: 0.0312293 | Time: 1222.68 ms [2022-04-11 07:40:52 main:574] : INFO : Epoch 1958 | loss: 0.031201 | val_loss: 0.0312331 | Time: 1232.23 ms [2022-04-11 07:40:53 main:574] : INFO : Epoch 1959 | loss: 0.0312043 | val_loss: 0.0312287 | Time: 1223.75 ms [2022-04-11 07:40:55 main:574] : INFO : Epoch 1960 | loss: 0.0312032 | val_loss: 0.0312339 | Time: 1294.74 ms [2022-04-11 07:40:56 main:574] : INFO : Epoch 1961 | loss: 0.0312058 | val_loss: 0.0312257 | Time: 1280.3 ms [2022-04-11 07:40:57 main:574] : INFO : Epoch 1962 | loss: 0.0312023 | val_loss: 0.03123 | Time: 1223.52 ms [2022-04-11 07:40:58 main:574] : INFO : Epoch 1963 | loss: 0.031201 | val_loss: 0.0312275 | Time: 1300.39 ms [2022-04-11 07:41:00 main:574] : INFO : Epoch 1964 | loss: 0.0312027 | val_loss: 0.0312288 | Time: 1293.78 ms [2022-04-11 07:41:01 main:574] : INFO : Epoch 1965 | loss: 0.0312008 | val_loss: 0.0312345 | Time: 1267.2 ms [2022-04-11 07:41:02 main:574] : INFO : Epoch 1966 | loss: 0.031202 | val_loss: 0.0312332 | Time: 1343.52 ms [2022-04-11 07:41:04 main:574] : INFO : Epoch 1967 | loss: 0.0312015 | val_loss: 0.0312334 | Time: 1219.19 ms [2022-04-11 07:41:05 main:574] : INFO : Epoch 1968 | loss: 0.0312062 | val_loss: 0.0312289 | Time: 1292.91 ms [2022-04-11 07:41:06 main:574] : INFO : Epoch 1969 | loss: 0.0312062 | val_loss: 0.03123 | Time: 1355.34 ms [2022-04-11 07:41:08 main:574] : INFO : Epoch 1970 | loss: 0.0312026 | val_loss: 0.0312288 | Time: 1277.95 ms [2022-04-11 07:41:09 main:574] : INFO : Epoch 1971 | loss: 0.0312014 | val_loss: 0.0312351 | Time: 1225.54 ms [2022-04-11 07:41:10 main:574] : INFO : Epoch 1972 | loss: 0.0312014 | val_loss: 0.0312319 | Time: 1290.81 ms [2022-04-11 07:41:11 main:574] : INFO : Epoch 1973 | loss: 0.0312027 | val_loss: 0.0312345 | Time: 1275.74 ms [2022-04-11 07:41:13 main:574] : INFO : Epoch 1974 | loss: 0.0312076 | val_loss: 0.0312311 | Time: 1308.78 ms [2022-04-11 07:41:14 main:574] : INFO : Epoch 1975 | loss: 0.0312041 | val_loss: 0.0312312 | Time: 1370.26 ms [2022-04-11 07:41:15 main:574] : INFO : Epoch 1976 | loss: 0.0312014 | val_loss: 0.0312326 | Time: 1313.08 ms [2022-04-11 07:41:17 main:574] : INFO : Epoch 1977 | loss: 0.0312046 | val_loss: 0.0312338 | Time: 1287.34 ms [2022-04-11 07:41:18 main:574] : INFO : Epoch 1978 | loss: 0.0312039 | val_loss: 0.0312322 | Time: 1249.23 ms [2022-04-11 07:41:19 main:574] : INFO : Epoch 1979 | loss: 0.031201 | val_loss: 0.0312342 | Time: 1277.47 ms [2022-04-11 07:41:21 main:574] : INFO : Epoch 1980 | loss: 0.031201 | val_loss: 0.0312443 | Time: 1281.68 ms [2022-04-11 07:41:22 main:574] : INFO : Epoch 1981 | loss: 0.0312019 | val_loss: 0.0312334 | Time: 1275.07 ms [2022-04-11 07:41:23 main:574] : INFO : Epoch 1982 | loss: 0.0312002 | val_loss: 0.0312255 | Time: 1272.19 ms [2022-04-11 07:41:24 main:574] : INFO : Epoch 1983 | loss: 0.0311995 | val_loss: 0.0312332 | Time: 1251.67 ms [2022-04-11 07:41:26 main:574] : INFO : Epoch 1984 | loss: 0.0312007 | val_loss: 0.0312335 | Time: 1247.04 ms [2022-04-11 07:41:27 main:574] : INFO : Epoch 1985 | loss: 0.0312006 | val_loss: 0.0312314 | Time: 1265.83 ms [2022-04-11 07:41:28 main:574] : INFO : Epoch 1986 | loss: 0.0312037 | val_loss: 0.031229 | Time: 1247.07 ms [2022-04-11 07:41:30 main:574] : INFO : Epoch 1987 | loss: 0.0312022 | val_loss: 0.0312183 | Time: 1232.66 ms [2022-04-11 07:41:31 main:574] : INFO : Epoch 1988 | loss: 0.0312023 | val_loss: 0.0312222 | Time: 1268.3 ms [2022-04-11 07:41:32 main:574] : INFO : Epoch 1989 | loss: 0.0312016 | val_loss: 0.0312221 | Time: 1295.42 ms [2022-04-11 07:41:33 main:574] : INFO : Epoch 1990 | loss: 0.0312026 | val_loss: 0.0312282 | Time: 1335.16 ms [2022-04-11 07:41:35 main:574] : INFO : Epoch 1991 | loss: 0.0312005 | val_loss: 0.0312275 | Time: 1357.92 ms [2022-04-11 07:41:36 main:574] : INFO : Epoch 1992 | loss: 0.0312045 | val_loss: 0.0312258 | Time: 1340.24 ms [2022-04-11 07:41:38 main:574] : INFO : Epoch 1993 | loss: 0.0312094 | val_loss: 0.0312373 | Time: 1407.1 ms [2022-04-11 07:41:39 main:574] : INFO : Epoch 1994 | loss: 0.0312037 | val_loss: 0.031229 | Time: 1315.85 ms [2022-04-11 07:41:40 main:574] : INFO : Epoch 1995 | loss: 0.0312048 | val_loss: 0.0312252 | Time: 1255.82 ms [2022-04-11 07:41:42 main:574] : INFO : Epoch 1996 | loss: 0.0312019 | val_loss: 0.0312293 | Time: 1311.24 ms [2022-04-11 07:41:43 main:574] : INFO : Epoch 1997 | loss: 0.0312009 | val_loss: 0.0312434 | Time: 1308.79 ms [2022-04-11 07:41:44 main:574] : INFO : Epoch 1998 | loss: 0.0312059 | val_loss: 0.0312297 | Time: 1294.43 ms [2022-04-11 07:41:46 main:574] : INFO : Epoch 1999 | loss: 0.0312031 | val_loss: 0.0312263 | Time: 1341.18 ms [2022-04-11 07:41:47 main:574] : INFO : Epoch 2000 | loss: 0.031204 | val_loss: 0.0312351 | Time: 1391.54 ms [2022-04-11 07:41:48 main:574] : INFO : Epoch 2001 | loss: 0.0312032 | val_loss: 0.0312306 | Time: 1456.34 ms [2022-04-11 07:41:50 main:574] : INFO : Epoch 2002 | loss: 0.0312006 | val_loss: 0.0312323 | Time: 1303.71 ms [2022-04-11 07:41:51 main:574] : INFO : Epoch 2003 | loss: 0.0312017 | val_loss: 0.0312292 | Time: 1250.62 ms [2022-04-11 07:41:52 main:574] : INFO : Epoch 2004 | loss: 0.0312 | val_loss: 0.0312349 | Time: 1291.49 ms [2022-04-11 07:41:54 main:574] : INFO : Epoch 2005 | loss: 0.0312041 | val_loss: 0.0312436 | Time: 1263.34 ms [2022-04-11 07:41:55 main:574] : INFO : Epoch 2006 | loss: 0.0312052 | val_loss: 0.0312239 | Time: 1254.19 ms [2022-04-11 07:41:56 main:574] : INFO : Epoch 2007 | loss: 0.031201 | val_loss: 0.0312343 | Time: 1276.82 ms [2022-04-11 07:41:57 main:574] : INFO : Epoch 2008 | loss: 0.0312013 | val_loss: 0.0312323 | Time: 1283.75 ms [2022-04-11 07:41:59 main:574] : INFO : Epoch 2009 | loss: 0.0312114 | val_loss: 0.0312266 | Time: 1206.29 ms [2022-04-11 07:42:00 main:574] : INFO : Epoch 2010 | loss: 0.0312041 | val_loss: 0.0312338 | Time: 1320.07 ms [2022-04-11 07:42:01 main:574] : INFO : Epoch 2011 | loss: 0.0312049 | val_loss: 0.0312296 | Time: 1382.88 ms [2022-04-11 07:42:03 main:574] : INFO : Epoch 2012 | loss: 0.0312005 | val_loss: 0.0312367 | Time: 1272.82 ms [2022-04-11 07:42:04 main:574] : INFO : Epoch 2013 | loss: 0.0312036 | val_loss: 0.0312362 | Time: 1274.59 ms [2022-04-11 07:42:05 main:574] : INFO : Epoch 2014 | loss: 0.0312047 | val_loss: 0.0312246 | Time: 1267.27 ms [2022-04-11 07:42:07 main:574] : INFO : Epoch 2015 | loss: 0.0312034 | val_loss: 0.0312345 | Time: 1299.92 ms [2022-04-11 07:42:08 main:574] : INFO : Epoch 2016 | loss: 0.031202 | val_loss: 0.0312352 | Time: 1317.04 ms [2022-04-11 07:42:09 main:574] : INFO : Epoch 2017 | loss: 0.0312009 | val_loss: 0.0312297 | Time: 1273 ms [2022-04-11 07:42:10 main:574] : INFO : Epoch 2018 | loss: 0.0311999 | val_loss: 0.0312337 | Time: 1222.26 ms [2022-04-11 07:42:12 main:574] : INFO : Epoch 2019 | loss: 0.031202 | val_loss: 0.0312302 | Time: 1301.79 ms [2022-04-11 07:42:13 main:574] : INFO : Epoch 2020 | loss: 0.0312023 | val_loss: 0.0312487 | Time: 1334.86 ms [2022-04-11 07:42:14 main:574] : INFO : Epoch 2021 | loss: 0.0312039 | val_loss: 0.0312395 | Time: 1332.42 ms [2022-04-11 07:42:16 main:574] : INFO : Epoch 2022 | loss: 0.0312032 | val_loss: 0.0312316 | Time: 1236.87 ms [2022-04-11 07:42:17 main:574] : INFO : Epoch 2023 | loss: 0.0312046 | val_loss: 0.0312316 | Time: 1264.15 ms [2022-04-11 07:42:18 main:574] : INFO : Epoch 2024 | loss: 0.0312024 | val_loss: 0.0312349 | Time: 1247.36 ms [2022-04-11 07:42:19 main:574] : INFO : Epoch 2025 | loss: 0.0312069 | val_loss: 0.0312307 | Time: 1226.92 ms [2022-04-11 07:42:21 main:574] : INFO : Epoch 2026 | loss: 0.0312041 | val_loss: 0.0312269 | Time: 1222.91 ms [2022-04-11 07:42:22 main:574] : INFO : Epoch 2027 | loss: 0.0312052 | val_loss: 0.0312433 | Time: 1249.56 ms [2022-04-11 07:42:23 main:574] : INFO : Epoch 2028 | loss: 0.0312067 | val_loss: 0.0312321 | Time: 1279.69 ms [2022-04-11 07:42:25 main:574] : INFO : Epoch 2029 | loss: 0.0312052 | val_loss: 0.0312174 | Time: 1314.29 ms [2022-04-11 07:42:26 main:574] : INFO : Epoch 2030 | loss: 0.0312043 | val_loss: 0.0312126 | Time: 1300.28 ms [2022-04-11 07:42:27 main:574] : INFO : Epoch 2031 | loss: 0.0312075 | val_loss: 0.0312232 | Time: 1320.82 ms [2022-04-11 07:42:29 main:574] : INFO : Epoch 2032 | loss: 0.0312038 | val_loss: 0.0312138 | Time: 1285.1 ms [2022-04-11 07:42:30 main:574] : INFO : Epoch 2033 | loss: 0.0312047 | val_loss: 0.0312176 | Time: 1296.75 ms [2022-04-11 07:42:31 main:574] : INFO : Epoch 2034 | loss: 0.0312023 | val_loss: 0.0312256 | Time: 1333.66 ms [2022-04-11 07:42:33 main:574] : INFO : Epoch 2035 | loss: 0.0312005 | val_loss: 0.0312219 | Time: 1341.58 ms [2022-04-11 07:42:34 main:574] : INFO : Epoch 2036 | loss: 0.0312015 | val_loss: 0.0312208 | Time: 1277.11 ms [2022-04-11 07:42:35 main:574] : INFO : Epoch 2037 | loss: 0.0312071 | val_loss: 0.0312253 | Time: 1237.12 ms [2022-04-11 07:42:36 main:574] : INFO : Epoch 2038 | loss: 0.0312066 | val_loss: 0.0312233 | Time: 1277.35 ms [2022-04-11 07:42:38 main:574] : INFO : Epoch 2039 | loss: 0.0312014 | val_loss: 0.0312233 | Time: 1357.59 ms [2022-04-11 07:42:39 main:574] : INFO : Epoch 2040 | loss: 0.0312027 | val_loss: 0.0312246 | Time: 1259.99 ms [2022-04-11 07:42:40 main:574] : INFO : Epoch 2041 | loss: 0.0312013 | val_loss: 0.0312291 | Time: 1258.97 ms [2022-04-11 07:42:42 main:574] : INFO : Epoch 2042 | loss: 0.0312005 | val_loss: 0.0312254 | Time: 1302.56 ms [2022-04-11 07:42:43 main:574] : INFO : Epoch 2043 | loss: 0.0311999 | val_loss: 0.0312296 | Time: 1232.54 ms [2022-04-11 07:42:44 main:574] : INFO : Epoch 2044 | loss: 0.0312028 | val_loss: 0.0312293 | Time: 1289.44 ms [2022-04-11 07:42:46 main:574] : INFO : Epoch 2045 | loss: 0.0312008 | val_loss: 0.0312257 | Time: 1406.56 ms [2022-04-11 07:42:47 main:574] : INFO : Epoch 2046 | loss: 0.0311994 | val_loss: 0.0312274 | Time: 1262.1 ms [2022-04-11 07:42:48 main:574] : INFO : Epoch 2047 | loss: 0.0312002 | val_loss: 0.0312318 | Time: 1295.28 ms [2022-04-11 07:42:49 main:574] : INFO : Epoch 2048 | loss: 0.0312002 | val_loss: 0.0312314 | Time: 1299.7 ms [2022-04-11 07:42:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312314 [2022-04-11 07:42:50 main:603] : INFO : Saving end state to config to file [2022-04-11 07:42:50 main:608] : INFO : Success, exiting.. 07:42:50 (33168): 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)