Task 14597747
| Name | ParityModified-1647042614-9709-2-0_0 |
| Workunit | 11618638 |
| Created | 11 Apr 2022, 23:24:13 UTC |
| Sent | 11 Apr 2022, 23:24:20 UTC |
| Report deadline | 19 Apr 2022, 23:24:20 UTC |
| Received | 13 Apr 2022, 3:06:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 46 min 10 sec |
| CPU time | 42 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 1266.5 ms
[2022-04-12 22:55:15 main:574] : INFO : Epoch 1543 | loss: 0.0312247 | val_loss: 0.0312288 | Time: 1162.39 ms
[2022-04-12 22:55:16 main:574] : INFO : Epoch 1544 | loss: 0.0312263 | val_loss: 0.0312233 | Time: 1310.3 ms
[2022-04-12 22:55:18 main:574] : INFO : Epoch 1545 | loss: 0.0312252 | val_loss: 0.0312206 | Time: 1266.68 ms
[2022-04-12 22:55:19 main:574] : INFO : Epoch 1546 | loss: 0.0312222 | val_loss: 0.0312226 | Time: 1161.16 ms
[2022-04-12 22:55:20 main:574] : INFO : Epoch 1547 | loss: 0.0312227 | val_loss: 0.0312194 | Time: 1293.31 ms
[2022-04-12 22:55:22 main:574] : INFO : Epoch 1548 | loss: 0.0312218 | val_loss: 0.0312192 | Time: 1273.2 ms
[2022-04-12 22:55:23 main:574] : INFO : Epoch 1549 | loss: 0.0312227 | val_loss: 0.0312199 | Time: 1173.02 ms
[2022-04-12 22:55:24 main:574] : INFO : Epoch 1550 | loss: 0.0312217 | val_loss: 0.0312256 | Time: 1345.4 ms
[2022-04-12 22:55:26 main:574] : INFO : Epoch 1551 | loss: 0.0312228 | val_loss: 0.0312212 | Time: 1286.23 ms
[2022-04-12 22:55:27 main:574] : INFO : Epoch 1552 | loss: 0.0312219 | val_loss: 0.0312204 | Time: 1160.77 ms
[2022-04-12 22:55:28 main:574] : INFO : Epoch 1553 | loss: 0.0312221 | val_loss: 0.0312209 | Time: 1289.01 ms
[2022-04-12 22:55:30 main:574] : INFO : Epoch 1554 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 1289.81 ms
[2022-04-12 22:55:31 main:574] : INFO : Epoch 1555 | loss: 0.0312213 | val_loss: 0.0312191 | Time: 1164.76 ms
[2022-04-12 22:55:33 main:574] : INFO : Epoch 1556 | loss: 0.0312221 | val_loss: 0.0312227 | Time: 1268.49 ms
[2022-04-12 22:55:34 main:574] : INFO : Epoch 1557 | loss: 0.0312267 | val_loss: 0.0312232 | Time: 1333.88 ms
[2022-04-12 22:55:35 main:574] : INFO : Epoch 1558 | loss: 0.0312246 | val_loss: 0.0312203 | Time: 1186.16 ms
[2022-04-12 22:55:37 main:574] : INFO : Epoch 1559 | loss: 0.0312251 | val_loss: 0.031228 | Time: 1248.4 ms
[2022-04-12 22:55:38 main:574] : INFO : Epoch 1560 | loss: 0.0312236 | val_loss: 0.0312206 | Time: 1308.68 ms
[2022-04-12 22:55:39 main:574] : INFO : Epoch 1561 | loss: 0.0312218 | val_loss: 0.0312209 | Time: 1187.72 ms
[2022-04-12 22:55:41 main:574] : INFO : Epoch 1562 | loss: 0.0312273 | val_loss: 0.0312242 | Time: 1276.88 ms
[2022-04-12 22:55:42 main:574] : INFO : Epoch 1563 | loss: 0.0312243 | val_loss: 0.0312212 | Time: 1306.97 ms
[2022-04-12 22:55:43 main:574] : INFO : Epoch 1564 | loss: 0.0312222 | val_loss: 0.0312205 | Time: 1176.94 ms
[2022-04-12 22:55:45 main:574] : INFO : Epoch 1565 | loss: 0.0312231 | val_loss: 0.0312274 | Time: 1262.11 ms
[2022-04-12 22:55:46 main:574] : INFO : Epoch 1566 | loss: 0.0312232 | val_loss: 0.0312199 | Time: 1336.27 ms
[2022-04-12 22:55:48 main:574] : INFO : Epoch 1567 | loss: 0.0312228 | val_loss: 0.0312267 | Time: 1194.41 ms
[2022-04-12 22:55:49 main:574] : INFO : Epoch 1568 | loss: 0.031225 | val_loss: 0.0312195 | Time: 1240.89 ms
[2022-04-12 22:55:50 main:574] : INFO : Epoch 1569 | loss: 0.0312277 | val_loss: 0.0312213 | Time: 1322.39 ms
[2022-04-12 22:55:52 main:574] : INFO : Epoch 1570 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 1205.4 ms
[2022-04-12 22:55:53 main:574] : INFO : Epoch 1571 | loss: 0.0312263 | val_loss: 0.0312198 | Time: 1224.62 ms
[2022-04-12 22:55:54 main:574] : INFO : Epoch 1572 | loss: 0.0312218 | val_loss: 0.0312196 | Time: 1316.94 ms
[2022-04-12 22:55:56 main:574] : INFO : Epoch 1573 | loss: 0.0312215 | val_loss: 0.031222 | Time: 1215.98 ms
[2022-04-12 22:55:57 main:574] : INFO : Epoch 1574 | loss: 0.0312222 | val_loss: 0.0312198 | Time: 1229.64 ms
[2022-04-12 22:55:58 main:574] : INFO : Epoch 1575 | loss: 0.0312219 | val_loss: 0.0312201 | Time: 1331.72 ms
[2022-04-12 22:56:00 main:574] : INFO : Epoch 1576 | loss: 0.0312235 | val_loss: 0.0312311 | Time: 1210.5 ms
[2022-04-12 22:56:01 main:574] : INFO : Epoch 1577 | loss: 0.0312227 | val_loss: 0.0312209 | Time: 1235.21 ms
[2022-04-12 22:56:02 main:574] : INFO : Epoch 1578 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 1307.6 ms
[2022-04-12 22:56:04 main:574] : INFO : Epoch 1579 | loss: 0.0312231 | val_loss: 0.0312217 | Time: 1222.41 ms
[2022-04-12 22:56:05 main:574] : INFO : Epoch 1580 | loss: 0.0312261 | val_loss: 0.0312201 | Time: 1236.22 ms
[2022-04-12 22:56:06 main:574] : INFO : Epoch 1581 | loss: 0.0312219 | val_loss: 0.0312216 | Time: 1354.36 ms
[2022-04-12 22:56:08 main:574] : INFO : Epoch 1582 | loss: 0.0312241 | val_loss: 0.0312236 | Time: 1209.18 ms
[2022-04-12 22:56:09 main:574] : INFO : Epoch 1583 | loss: 0.0312243 | val_loss: 0.0312208 | Time: 1242.85 ms
[2022-04-12 22:56:10 main:574] : INFO : Epoch 1584 | loss: 0.0312248 | val_loss: 0.0312199 | Time: 1319.56 ms
[2022-04-12 22:56:12 main:574] : INFO : Epoch 1585 | loss: 0.0312255 | val_loss: 0.0312236 | Time: 1191.56 ms
[2022-04-12 22:56:13 main:574] : INFO : Epoch 1586 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 1254.9 ms
[2022-04-12 22:56:15 main:574] : INFO : Epoch 1587 | loss: 0.0312243 | val_loss: 0.0312254 | Time: 1346.19 ms
[2022-04-12 22:56:16 main:574] : INFO : Epoch 1588 | loss: 0.031222 | val_loss: 0.0312241 | Time: 1224.97 ms
[2022-04-12 22:56:17 main:574] : INFO : Epoch 1589 | loss: 0.0312279 | val_loss: 0.0312241 | Time: 1225.59 ms
[2022-04-12 22:56:19 main:574] : INFO : Epoch 1590 | loss: 0.0312227 | val_loss: 0.031221 | Time: 1355 ms
[2022-04-12 22:56:20 main:574] : INFO : Epoch 1591 | loss: 0.0312231 | val_loss: 0.0312237 | Time: 1251.38 ms
[2022-04-12 22:56:21 main:574] : INFO : Epoch 1592 | loss: 0.0312227 | val_loss: 0.0312209 | Time: 1224.78 ms
[2022-04-12 22:56:23 main:574] : INFO : Epoch 1593 | loss: 0.0312274 | val_loss: 0.0312215 | Time: 1334.02 ms
[2022-04-12 22:56:24 main:574] : INFO : Epoch 1594 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 1258.61 ms
[2022-04-12 22:56:25 main:574] : INFO : Epoch 1595 | loss: 0.0312237 | val_loss: 0.0312201 | Time: 1168.63 ms
[2022-04-12 22:56:27 main:574] : INFO : Epoch 1596 | loss: 0.0312231 | val_loss: 0.0312205 | Time: 1306.61 ms
[2022-04-12 22:56:28 main:574] : INFO : Epoch 1597 | loss: 0.0312242 | val_loss: 0.0312206 | Time: 1262.12 ms
[2022-04-12 22:56:29 main:574] : INFO : Epoch 1598 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1172.6 ms
[2022-04-12 22:56:31 main:574] : INFO : Epoch 1599 | loss: 0.0312231 | val_loss: 0.031222 | Time: 1306.6 ms
[2022-04-12 22:56:32 main:574] : INFO : Epoch 1600 | loss: 0.031223 | val_loss: 0.0312233 | Time: 1270.97 ms
[2022-04-12 22:56:34 main:574] : INFO : Epoch 1601 | loss: 0.0312227 | val_loss: 0.0312204 | Time: 1161.19 ms
[2022-04-12 22:56:35 main:574] : INFO : Epoch 1602 | loss: 0.0312222 | val_loss: 0.0312192 | Time: 1297.86 ms
[2022-04-12 22:56:36 main:574] : INFO : Epoch 1603 | loss: 0.0312221 | val_loss: 0.031221 | Time: 1280.6 ms
[2022-04-12 22:56:38 main:574] : INFO : Epoch 1604 | loss: 0.0312234 | val_loss: 0.0312262 | Time: 1170.78 ms
[2022-04-12 22:56:39 main:574] : INFO : Epoch 1605 | loss: 0.0312233 | val_loss: 0.0312203 | Time: 1301.47 ms
[2022-04-12 22:56:40 main:574] : INFO : Epoch 1606 | loss: 0.0312217 | val_loss: 0.0312203 | Time: 1282.97 ms
[2022-04-12 22:56:42 main:574] : INFO : Epoch 1607 | loss: 0.0312232 | val_loss: 0.0312206 | Time: 1176.61 ms
[2022-04-12 22:56:43 main:574] : INFO : Epoch 1608 | loss: 0.0312218 | val_loss: 0.0312247 | Time: 1314.09 ms
[2022-04-12 22:56:44 main:574] : INFO : Epoch 1609 | loss: 0.0312223 | val_loss: 0.0312198 | Time: 1272.57 ms
[2022-04-12 22:56:46 main:574] : INFO : Epoch 1610 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 1167.16 ms
[2022-04-12 22:56:47 main:574] : INFO : Epoch 1611 | loss: 0.0312227 | val_loss: 0.0312202 | Time: 1296.65 ms
[2022-04-12 22:56:48 main:574] : INFO : Epoch 1612 | loss: 0.0312225 | val_loss: 0.0312269 | Time: 1287.89 ms
[2022-04-12 22:56:50 main:574] : INFO : Epoch 1613 | loss: 0.0312312 | val_loss: 0.0312265 | Time: 1188.88 ms
[2022-04-12 22:56:51 main:574] : INFO : Epoch 1614 | loss: 0.0312244 | val_loss: 0.0312206 | Time: 1318.68 ms
[2022-04-12 22:56:52 main:574] : INFO : Epoch 1615 | loss: 0.0312215 | val_loss: 0.0312205 | Time: 1264.19 ms
[2022-04-12 22:56:54 main:574] : INFO : Epoch 1616 | loss: 0.0312227 | val_loss: 0.0312192 | Time: 1161.1 ms
[2022-04-12 22:56:55 main:574] : INFO : Epoch 1617 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 1304.03 ms
[2022-04-12 22:56:57 main:574] : INFO : Epoch 1618 | loss: 0.0312223 | val_loss: 0.0312232 | Time: 1283.08 ms
[2022-04-12 22:56:58 main:574] : INFO : Epoch 1619 | loss: 0.031226 | val_loss: 0.0312239 | Time: 1179.25 ms
[2022-04-12 22:56:59 main:574] : INFO : Epoch 1620 | loss: 0.0312239 | val_loss: 0.03122 | Time: 1290.03 ms
[2022-04-12 22:57:01 main:574] : INFO : Epoch 1621 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 1311.44 ms
[2022-04-12 22:57:02 main:574] : INFO : Epoch 1622 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 1156.2 ms
[2022-04-12 22:57:03 main:574] : INFO : Epoch 1623 | loss: 0.0312235 | val_loss: 0.0312205 | Time: 1266.69 ms
[2022-04-12 22:57:05 main:574] : INFO : Epoch 1624 | loss: 0.0312222 | val_loss: 0.0312223 | Time: 1310.85 ms
[2022-04-12 22:57:06 main:574] : INFO : Epoch 1625 | loss: 0.0312229 | val_loss: 0.0312251 | Time: 1160.22 ms
[2022-04-12 22:57:07 main:574] : INFO : Epoch 1626 | loss: 0.0312229 | val_loss: 0.0312229 | Time: 1291.75 ms
[2022-04-12 22:57:09 main:574] : INFO : Epoch 1627 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 1282.29 ms
[2022-04-12 22:57:10 main:574] : INFO : Epoch 1628 | loss: 0.031224 | val_loss: 0.0312221 | Time: 1157.78 ms
[2022-04-12 22:57:11 main:574] : INFO : Epoch 1629 | loss: 0.0312231 | val_loss: 0.0312207 | Time: 1307.11 ms
[2022-04-12 22:57:12 main:574] : INFO : Epoch 1630 | loss: 0.0312264 | val_loss: 0.0312236 | Time: 1228.52 ms
[2022-04-12 22:57:14 main:574] : INFO : Epoch 1631 | loss: 0.0312276 | val_loss: 0.0312204 | Time: 1217 ms
[2022-04-12 22:57:15 main:574] : INFO : Epoch 1632 | loss: 0.0312265 | val_loss: 0.0312327 | Time: 1311.23 ms
[2022-04-12 22:57:16 main:574] : INFO : Epoch 1633 | loss: 0.0312254 | val_loss: 0.0312197 | Time: 1222.6 ms
[2022-04-12 22:57:18 main:574] : INFO : Epoch 1634 | loss: 0.0312242 | val_loss: 0.0312208 | Time: 1206.28 ms
[2022-04-12 22:57:19 main:574] : INFO : Epoch 1635 | loss: 0.0312265 | val_loss: 0.0312214 | Time: 1352.76 ms
[2022-04-12 22:57:21 main:574] : INFO : Epoch 1636 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 1261.14 ms
[2022-04-12 22:57:22 main:574] : INFO : Epoch 1637 | loss: 0.0312336 | val_loss: 0.0312386 | Time: 1180.27 ms
[2022-04-12 22:57:23 main:574] : INFO : Epoch 1638 | loss: 0.0312339 | val_loss: 0.0312239 | Time: 1333.96 ms
[2022-04-12 22:57:25 main:574] : INFO : Epoch 1639 | loss: 0.0312262 | val_loss: 0.031224 | Time: 1262.72 ms
[2022-04-12 22:57:26 main:574] : INFO : Epoch 1640 | loss: 0.0312226 | val_loss: 0.0312214 | Time: 1175.75 ms
[2022-04-12 22:57:27 main:574] : INFO : Epoch 1641 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 1307.53 ms
[2022-04-12 22:57:29 main:574] : INFO : Epoch 1642 | loss: 0.0312216 | val_loss: 0.0312207 | Time: 1305.16 ms
[2022-04-12 22:57:30 main:574] : INFO : Epoch 1643 | loss: 0.0312231 | val_loss: 0.0312236 | Time: 1183.19 ms
[2022-04-12 22:57:31 main:574] : INFO : Epoch 1644 | loss: 0.0312251 | val_loss: 0.0312212 | Time: 1319.61 ms
[2022-04-12 22:57:33 main:574] : INFO : Epoch 1645 | loss: 0.0312221 | val_loss: 0.0312199 | Time: 1252.31 ms
[2022-04-12 22:57:34 main:574] : INFO : Epoch 1646 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 1173.08 ms
[2022-04-12 22:57:35 main:574] : INFO : Epoch 1647 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 1302.94 ms
[2022-04-12 22:57:37 main:574] : INFO : Epoch 1648 | loss: 0.0312229 | val_loss: 0.0312199 | Time: 1292.59 ms
[2022-04-12 22:57:38 main:574] : INFO : Epoch 1649 | loss: 0.0312226 | val_loss: 0.0312198 | Time: 1166.69 ms
[2022-04-12 22:57:40 main:574] : INFO : Epoch 1650 | loss: 0.0312238 | val_loss: 0.0312219 | Time: 1318.05 ms
[2022-04-12 22:57:41 main:574] : INFO : Epoch 1651 | loss: 0.0312221 | val_loss: 0.0312215 | Time: 1292.44 ms
[2022-04-12 22:57:42 main:574] : INFO : Epoch 1652 | loss: 0.0312217 | val_loss: 0.0312194 | Time: 1162.51 ms
[2022-04-12 22:57:44 main:574] : INFO : Epoch 1653 | loss: 0.031222 | val_loss: 0.03122 | Time: 1328.28 ms
[2022-04-12 22:57:45 main:574] : INFO : Epoch 1654 | loss: 0.0312256 | val_loss: 0.0312305 | Time: 1259.3 ms
[2022-04-12 22:57:46 main:574] : INFO : Epoch 1655 | loss: 0.0312295 | val_loss: 0.0312233 | Time: 1164.69 ms
[2022-04-12 22:57:48 main:574] : INFO : Epoch 1656 | loss: 0.031225 | val_loss: 0.0312195 | Time: 1323.6 ms
[2022-04-12 22:57:49 main:574] : INFO : Epoch 1657 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 1261.14 ms
[2022-04-12 22:57:50 main:574] : INFO : Epoch 1658 | loss: 0.031222 | val_loss: 0.0312198 | Time: 1163.93 ms
[2022-04-12 22:57:52 main:574] : INFO : Epoch 1659 | loss: 0.0312226 | val_loss: 0.0312197 | Time: 1315.74 ms
[2022-04-12 22:57:53 main:574] : INFO : Epoch 1660 | loss: 0.0312237 | val_loss: 0.0312265 | Time: 1294.26 ms
[2022-04-12 22:57:54 main:574] : INFO : Epoch 1661 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 1167.69 ms
[2022-04-12 22:57:56 main:574] : INFO : Epoch 1662 | loss: 0.031225 | val_loss: 0.0312262 | Time: 1294.74 ms
[2022-04-12 22:57:57 main:574] : INFO : Epoch 1663 | loss: 0.0312243 | val_loss: 0.0312206 | Time: 1275.34 ms
[2022-04-12 22:57:58 main:574] : INFO : Epoch 1664 | loss: 0.0312218 | val_loss: 0.031225 | Time: 1156.5 ms
[2022-04-12 22:58:00 main:574] : INFO : Epoch 1665 | loss: 0.0312216 | val_loss: 0.03122 | Time: 1298.39 ms
[2022-04-12 22:58:01 main:574] : INFO : Epoch 1666 | loss: 0.0312224 | val_loss: 0.0312211 | Time: 1297.09 ms
[2022-04-12 22:58:02 main:574] : INFO : Epoch 1667 | loss: 0.0312262 | val_loss: 0.0312206 | Time: 1167.21 ms
[2022-04-12 22:58:04 main:574] : INFO : Epoch 1668 | loss: 0.0312255 | val_loss: 0.0312201 | Time: 1309.47 ms
[2022-04-12 22:58:05 main:574] : INFO : Epoch 1669 | loss: 0.0312223 | val_loss: 0.0312198 | Time: 1270.36 ms
[2022-04-12 22:58:06 main:574] : INFO : Epoch 1670 | loss: 0.0312233 | val_loss: 0.03122 | Time: 1186.94 ms
[2022-04-12 22:58:08 main:574] : INFO : Epoch 1671 | loss: 0.0312265 | val_loss: 0.0312219 | Time: 1304.3 ms
[2022-04-12 22:58:09 main:574] : INFO : Epoch 1672 | loss: 0.0312246 | val_loss: 0.0312207 | Time: 1293.84 ms
[2022-04-12 22:58:10 main:574] : INFO : Epoch 1673 | loss: 0.0312221 | val_loss: 0.0312195 | Time: 1177.81 ms
[2022-04-12 22:58:12 main:574] : INFO : Epoch 1674 | loss: 0.0312251 | val_loss: 0.0312283 | Time: 1313.63 ms
[2022-04-12 22:58:13 main:574] : INFO : Epoch 1675 | loss: 0.0312288 | val_loss: 0.0312233 | Time: 1315.46 ms
[2022-04-12 22:58:15 main:574] : INFO : Epoch 1676 | loss: 0.0312246 | val_loss: 0.0312205 | Time: 1163.56 ms
[2022-04-12 22:58:16 main:574] : INFO : Epoch 1677 | loss: 0.0312223 | val_loss: 0.0312202 | Time: 1289.85 ms
[2022-04-12 22:58:17 main:574] : INFO : Epoch 1678 | loss: 0.0312216 | val_loss: 0.0312206 | Time: 1330.45 ms
[2022-04-12 22:58:19 main:574] : INFO : Epoch 1679 | loss: 0.0312222 | val_loss: 0.0312197 | Time: 1200.21 ms
[2022-04-12 22:58:20 main:574] : INFO : Epoch 1680 | loss: 0.0312215 | val_loss: 0.0312246 | Time: 1267.11 ms
[2022-04-12 22:58:21 main:574] : INFO : Epoch 1681 | loss: 0.0312233 | val_loss: 0.0312208 | Time: 1309.73 ms
[2022-04-12 22:58:23 main:574] : INFO : Epoch 1682 | loss: 0.0312228 | val_loss: 0.0312195 | Time: 1170.61 ms
[2022-04-12 22:58:24 main:574] : INFO : Epoch 1683 | loss: 0.0312218 | val_loss: 0.0312198 | Time: 1303.01 ms
[2022-04-12 22:58:25 main:574] : INFO : Epoch 1684 | loss: 0.0312228 | val_loss: 0.0312201 | Time: 1337.99 ms
[2022-04-12 22:58:27 main:574] : INFO : Epoch 1685 | loss: 0.0312223 | val_loss: 0.0312222 | Time: 1163.77 ms
[2022-04-12 22:58:28 main:574] : INFO : Epoch 1686 | loss: 0.0312247 | val_loss: 0.0312203 | Time: 1263.45 ms
[2022-04-12 22:58:30 main:574] : INFO : Epoch 1687 | loss: 0.0312224 | val_loss: 0.03122 | Time: 1313.55 ms
[2022-04-12 22:58:31 main:574] : INFO : Epoch 1688 | loss: 0.0312221 | val_loss: 0.031221 | Time: 1168.96 ms
[2022-04-12 22:58:32 main:574] : INFO : Epoch 1689 | loss: 0.0312229 | val_loss: 0.0312222 | Time: 1280.1 ms
[2022-04-12 22:58:34 main:574] : INFO : Epoch 1690 | loss: 0.0312217 | val_loss: 0.0312266 | Time: 1327.6 ms
[2022-04-12 22:58:35 main:574] : INFO : Epoch 1691 | loss: 0.0312236 | val_loss: 0.0312202 | Time: 1165.69 ms
[2022-04-12 22:58:36 main:574] : INFO : Epoch 1692 | loss: 0.0312223 | val_loss: 0.0312219 | Time: 1251.97 ms
[2022-04-12 22:58:38 main:574] : INFO : Epoch 1693 | loss: 0.0312236 | val_loss: 0.0312298 | Time: 1323.89 ms
[2022-04-12 22:58:39 main:574] : INFO : Epoch 1694 | loss: 0.0312269 | val_loss: 0.0312211 | Time: 1190.53 ms
[2022-04-12 22:58:40 main:574] : INFO : Epoch 1695 | loss: 0.0312223 | val_loss: 0.0312205 | Time: 1302.01 ms
[2022-04-12 22:58:42 main:574] : INFO : Epoch 1696 | loss: 0.0312231 | val_loss: 0.0312201 | Time: 1298.96 ms
[2022-04-12 22:58:43 main:574] : INFO : Epoch 1697 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 1159.04 ms
[2022-04-12 22:58:44 main:574] : INFO : Epoch 1698 | loss: 0.0312239 | val_loss: 0.0312209 | Time: 1329.21 ms
[2022-04-12 22:58:46 main:574] : INFO : Epoch 1699 | loss: 0.0312263 | val_loss: 0.0312252 | Time: 1281.3 ms
[2022-04-12 22:58:47 main:574] : INFO : Epoch 1700 | loss: 0.0312237 | val_loss: 0.0312202 | Time: 1159.78 ms
[2022-04-12 22:58:48 main:574] : INFO : Epoch 1701 | loss: 0.0312261 | val_loss: 0.031222 | Time: 1308.11 ms
[2022-04-12 22:58:50 main:574] : INFO : Epoch 1702 | loss: 0.0312237 | val_loss: 0.0312215 | Time: 1238.6 ms
[2022-04-12 22:58:51 main:574] : INFO : Epoch 1703 | loss: 0.0312215 | val_loss: 0.031222 | Time: 1181.96 ms
[2022-04-12 22:58:52 main:574] : INFO : Epoch 1704 | loss: 0.0312219 | val_loss: 0.0312226 | Time: 1332.54 ms
[2022-04-12 22:58:54 main:574] : INFO : Epoch 1705 | loss: 0.0312241 | val_loss: 0.0312216 | Time: 1264.32 ms
[2022-04-12 22:58:55 main:574] : INFO : Epoch 1706 | loss: 0.0312338 | val_loss: 0.0312389 | Time: 1162.14 ms
[2022-04-12 22:58:56 main:574] : INFO : Epoch 1707 | loss: 0.0312638 | val_loss: 0.0314631 | Time: 1316.6 ms
[2022-04-12 22:58:58 main:574] : INFO : Epoch 1708 | loss: 0.035194 | val_loss: 0.0324725 | Time: 1277.84 ms
[2022-04-12 22:58:59 main:574] : INFO : Epoch 1709 | loss: 0.0321713 | val_loss: 0.0315766 | Time: 1154.24 ms
[2022-04-12 22:59:01 main:574] : INFO : Epoch 1710 | loss: 0.0313459 | val_loss: 0.0312853 | Time: 1318.32 ms
[2022-04-12 22:59:02 main:574] : INFO : Epoch 1711 | loss: 0.031244 | val_loss: 0.0312282 | Time: 1290.62 ms
[2022-04-12 22:59:03 main:574] : INFO : Epoch 1712 | loss: 0.0312274 | val_loss: 0.0312249 | Time: 1153.65 ms
[2022-04-12 22:59:05 main:574] : INFO : Epoch 1713 | loss: 0.031226 | val_loss: 0.0312224 | Time: 1306.73 ms
[2022-04-12 22:59:06 main:574] : INFO : Epoch 1714 | loss: 0.031225 | val_loss: 0.0312249 | Time: 1284.9 ms
[2022-04-12 22:59:07 main:574] : INFO : Epoch 1715 | loss: 0.0312282 | val_loss: 0.0312238 | Time: 1147.86 ms
[2022-04-12 22:59:09 main:574] : INFO : Epoch 1716 | loss: 0.0312256 | val_loss: 0.0312207 | Time: 1304.61 ms
[2022-04-12 22:59:10 main:574] : INFO : Epoch 1717 | loss: 0.0312224 | val_loss: 0.0312196 | Time: 1281.29 ms
[2022-04-12 22:59:11 main:574] : INFO : Epoch 1718 | loss: 0.0312229 | val_loss: 0.0312239 | Time: 1156.36 ms
[2022-04-12 22:59:13 main:574] : INFO : Epoch 1719 | loss: 0.0312228 | val_loss: 0.0312279 | Time: 1307.58 ms
[2022-04-12 22:59:14 main:574] : INFO : Epoch 1720 | loss: 0.0312274 | val_loss: 0.0312225 | Time: 1248.17 ms
[2022-04-12 22:59:15 main:574] : INFO : Epoch 1721 | loss: 0.0312247 | val_loss: 0.0312222 | Time: 1205.8 ms
[2022-04-12 22:59:16 main:574] : INFO : Epoch 1722 | loss: 0.0312226 | val_loss: 0.0312201 | Time: 1339.8 ms
[2022-04-12 22:59:18 main:574] : INFO : Epoch 1723 | loss: 0.0312219 | val_loss: 0.0312219 | Time: 1225.92 ms
[2022-04-12 22:59:19 main:574] : INFO : Epoch 1724 | loss: 0.031222 | val_loss: 0.03122 | Time: 1210.69 ms
[2022-04-12 22:59:20 main:574] : INFO : Epoch 1725 | loss: 0.0312216 | val_loss: 0.0312209 | Time: 1334.27 ms
[2022-04-12 22:59:22 main:574] : INFO : Epoch 1726 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1235.1 ms
[2022-04-12 22:59:23 main:574] : INFO : Epoch 1727 | loss: 0.0312246 | val_loss: 0.0312275 | Time: 1231.51 ms
[2022-04-12 22:59:25 main:574] : INFO : Epoch 1728 | loss: 0.0312271 | val_loss: 0.0312315 | Time: 1326.23 ms
[2022-04-12 22:59:26 main:574] : INFO : Epoch 1729 | loss: 0.031224 | val_loss: 0.0312197 | Time: 1228.36 ms
[2022-04-12 22:59:27 main:574] : INFO : Epoch 1730 | loss: 0.0312215 | val_loss: 0.03122 | Time: 1184.47 ms
[2022-04-12 22:59:29 main:574] : INFO : Epoch 1731 | loss: 0.0312208 | val_loss: 0.0312226 | Time: 1310.73 ms
[2022-04-12 22:59:30 main:574] : INFO : Epoch 1732 | loss: 0.031222 | val_loss: 0.0312209 | Time: 1236.77 ms
[2022-04-12 22:59:31 main:574] : INFO : Epoch 1733 | loss: 0.0312224 | val_loss: 0.03122 | Time: 1191.8 ms
[2022-04-12 22:59:33 main:574] : INFO : Epoch 1734 | loss: 0.0312215 | val_loss: 0.0312252 | Time: 1322.92 ms
[2022-04-12 22:59:34 main:574] : INFO : Epoch 1735 | loss: 0.0312231 | val_loss: 0.0312293 | Time: 1265.08 ms
[2022-04-12 22:59:35 main:574] : INFO : Epoch 1736 | loss: 0.0312236 | val_loss: 0.031225 | Time: 1166.62 ms
[2022-04-12 22:59:37 main:574] : INFO : Epoch 1737 | loss: 0.0312226 | val_loss: 0.0312194 | Time: 1303.91 ms
[2022-04-12 22:59:38 main:574] : INFO : Epoch 1738 | loss: 0.0312219 | val_loss: 0.0312203 | Time: 1283.63 ms
[2022-04-12 22:59:39 main:574] : INFO : Epoch 1739 | loss: 0.0312217 | val_loss: 0.0312219 | Time: 1154.37 ms
[2022-04-12 22:59:41 main:574] : INFO : Epoch 1740 | loss: 0.0312208 | val_loss: 0.0312208 | Time: 1344.97 ms
[2022-04-12 22:59:42 main:574] : INFO : Epoch 1741 | loss: 0.0312214 | val_loss: 0.0312196 | Time: 1270.56 ms
[2022-04-12 22:59:43 main:574] : INFO : Epoch 1742 | loss: 0.0312223 | val_loss: 0.0312202 | Time: 1175.98 ms
[2022-04-12 22:59:45 main:574] : INFO : Epoch 1743 | loss: 0.0312241 | val_loss: 0.0312206 | Time: 1313.73 ms
[2022-04-12 22:59:46 main:574] : INFO : Epoch 1744 | loss: 0.0312246 | val_loss: 0.0312233 | Time: 1264.86 ms
[2022-04-12 22:59:47 main:574] : INFO : Epoch 1745 | loss: 0.0312269 | val_loss: 0.03122 | Time: 1172.39 ms
[2022-04-12 22:59:49 main:574] : INFO : Epoch 1746 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 1312.93 ms
[2022-04-12 22:59:50 main:574] : INFO : Epoch 1747 | loss: 0.0312253 | val_loss: 0.0312288 | Time: 1288.07 ms
[2022-04-12 22:59:51 main:574] : INFO : Epoch 1748 | loss: 0.0312255 | val_loss: 0.0312197 | Time: 1173.18 ms
[2022-04-12 22:59:53 main:574] : INFO : Epoch 1749 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 1313.66 ms
[2022-04-12 22:59:54 main:574] : INFO : Epoch 1750 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 1270.12 ms
[2022-04-12 22:59:55 main:574] : INFO : Epoch 1751 | loss: 0.0312224 | val_loss: 0.0312206 | Time: 1171.08 ms
[2022-04-12 22:59:57 main:574] : INFO : Epoch 1752 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 1325.12 ms
[2022-04-12 22:59:58 main:574] : INFO : Epoch 1753 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 1291.01 ms
[2022-04-12 23:00:00 main:574] : INFO : Epoch 1754 | loss: 0.0312224 | val_loss: 0.0312198 | Time: 1157.66 ms
[2022-04-12 23:00:01 main:574] : INFO : Epoch 1755 | loss: 0.0312208 | val_loss: 0.0312197 | Time: 1297.99 ms
[2022-04-12 23:00:02 main:574] : INFO : Epoch 1756 | loss: 0.031221 | val_loss: 0.031222 | Time: 1286.88 ms
[2022-04-12 23:00:04 main:574] : INFO : Epoch 1757 | loss: 0.0312234 | val_loss: 0.0312215 | Time: 1171.94 ms
[2022-04-12 23:00:05 main:574] : INFO : Epoch 1758 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 1281.61 ms
[2022-04-12 23:00:06 main:574] : INFO : Epoch 1759 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 1290.37 ms
[2022-04-12 23:00:08 main:574] : INFO : Epoch 1760 | loss: 0.0312211 | val_loss: 0.0312219 | Time: 1166.28 ms
[2022-04-12 23:00:09 main:574] : INFO : Epoch 1761 | loss: 0.0312226 | val_loss: 0.0312312 | Time: 1294.99 ms
[2022-04-12 23:00:10 main:574] : INFO : Epoch 1762 | loss: 0.0312268 | val_loss: 0.0312219 | Time: 1276.19 ms
[2022-04-12 23:00:12 main:574] : INFO : Epoch 1763 | loss: 0.0312253 | val_loss: 0.03122 | Time: 1182.67 ms
[2022-04-12 23:00:13 main:574] : INFO : Epoch 1764 | loss: 0.0312223 | val_loss: 0.0312196 | Time: 1326.89 ms
[2022-04-12 23:00:14 main:574] : INFO : Epoch 1765 | loss: 0.0312211 | val_loss: 0.0312196 | Time: 1293.35 ms
[2022-04-12 23:00:16 main:574] : INFO : Epoch 1766 | loss: 0.0312216 | val_loss: 0.0312208 | Time: 1155.75 ms
[2022-04-12 23:00:17 main:574] : INFO : Epoch 1767 | loss: 0.031223 | val_loss: 0.0312223 | Time: 1305.38 ms
[2022-04-12 23:00:18 main:574] : INFO : Epoch 1768 | loss: 0.0312247 | val_loss: 0.0312211 | Time: 1293.86 ms
[2022-04-12 23:00:20 main:574] : INFO : Epoch 1769 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 1155.84 ms
[2022-04-12 23:00:21 main:574] : INFO : Epoch 1770 | loss: 0.0312225 | val_loss: 0.0312193 | Time: 1275.46 ms
[2022-04-12 23:00:23 main:574] : INFO : Epoch 1771 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 1283.49 ms
[2022-04-12 23:00:24 main:574] : INFO : Epoch 1772 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 1158.42 ms
[2022-04-12 23:00:25 main:574] : INFO : Epoch 1773 | loss: 0.0312223 | val_loss: 0.0312225 | Time: 1282.78 ms
[2022-04-12 23:00:27 main:574] : INFO : Epoch 1774 | loss: 0.0312224 | val_loss: 0.0312201 | Time: 1310.69 ms
[2022-04-12 23:00:28 main:574] : INFO : Epoch 1775 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 1158.93 ms
[2022-04-12 23:00:29 main:574] : INFO : Epoch 1776 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 1296.76 ms
[2022-04-12 23:00:31 main:574] : INFO : Epoch 1777 | loss: 0.031224 | val_loss: 0.0312233 | Time: 1299.37 ms
[2022-04-12 23:00:32 main:574] : INFO : Epoch 1778 | loss: 0.0312248 | val_loss: 0.0312222 | Time: 1165.13 ms
[2022-04-12 23:00:33 main:574] : INFO : Epoch 1779 | loss: 0.031229 | val_loss: 0.0312283 | Time: 1286.15 ms
[2022-04-12 23:00:34 main:574] : INFO : Epoch 1780 | loss: 0.0312256 | val_loss: 0.0312227 | Time: 1255.51 ms
[2022-04-12 23:00:36 main:574] : INFO : Epoch 1781 | loss: 0.0312233 | val_loss: 0.031222 | Time: 1167.94 ms
[2022-04-12 23:00:37 main:574] : INFO : Epoch 1782 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 1368.38 ms
[2022-04-12 23:00:39 main:574] : INFO : Epoch 1783 | loss: 0.0312225 | val_loss: 0.0312194 | Time: 1279.17 ms
[2022-04-12 23:00:40 main:574] : INFO : Epoch 1784 | loss: 0.0312218 | val_loss: 0.0312203 | Time: 1184.14 ms
[2022-04-12 23:00:41 main:574] : INFO : Epoch 1785 | loss: 0.0312254 | val_loss: 0.0312237 | Time: 1321.93 ms
[2022-04-12 23:00:42 main:574] : INFO : Epoch 1786 | loss: 0.0312236 | val_loss: 0.0312277 | Time: 1222.96 ms
[2022-04-12 23:00:44 main:574] : INFO : Epoch 1787 | loss: 0.0312246 | val_loss: 0.0312202 | Time: 1214.46 ms
[2022-04-12 23:00:45 main:574] : INFO : Epoch 1788 | loss: 0.0312244 | val_loss: 0.0312235 | Time: 1323.82 ms
[2022-04-12 23:00:46 main:574] : INFO : Epoch 1789 | loss: 0.0312232 | val_loss: 0.0312245 | Time: 1224.9 ms
[2022-04-12 23:00:48 main:574] : INFO : Epoch 1790 | loss: 0.031222 | val_loss: 0.0312196 | Time: 1197.44 ms
[2022-04-12 23:00:49 main:574] : INFO : Epoch 1791 | loss: 0.0312227 | val_loss: 0.0312211 | Time: 1315.73 ms
[2022-04-12 23:00:50 main:574] : INFO : Epoch 1792 | loss: 0.0312212 | val_loss: 0.0312212 | Time: 1195.26 ms
[2022-04-12 23:00:52 main:574] : INFO : Epoch 1793 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 1214.01 ms
[2022-04-12 23:00:53 main:574] : INFO : Epoch 1794 | loss: 0.0312233 | val_loss: 0.0312242 | Time: 1331.49 ms
[2022-04-12 23:00:54 main:574] : INFO : Epoch 1795 | loss: 0.0312301 | val_loss: 0.0312262 | Time: 1215.53 ms
[2022-04-12 23:00:56 main:574] : INFO : Epoch 1796 | loss: 0.0312254 | val_loss: 0.0312229 | Time: 1215.97 ms
[2022-04-12 23:00:57 main:574] : INFO : Epoch 1797 | loss: 0.0312238 | val_loss: 0.0312207 | Time: 1346.77 ms
[2022-04-12 23:00:58 main:574] : INFO : Epoch 1798 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 1189.53 ms
[2022-04-12 23:01:00 main:574] : INFO : Epoch 1799 | loss: 0.0312224 | val_loss: 0.0312202 | Time: 1230.54 ms
[2022-04-12 23:01:01 main:574] : INFO : Epoch 1800 | loss: 0.0312222 | val_loss: 0.0312238 | Time: 1345.24 ms
[2022-04-12 23:01:02 main:574] : INFO : Epoch 1801 | loss: 0.0312222 | val_loss: 0.0312203 | Time: 1248.22 ms
[2022-04-12 23:01:04 main:574] : INFO : Epoch 1802 | loss: 0.0312221 | val_loss: 0.0312197 | Time: 1203.45 ms
[2022-04-12 23:01:05 main:574] : INFO : Epoch 1803 | loss: 0.0312226 | val_loss: 0.0312206 | Time: 1330.69 ms
[2022-04-12 23:01:07 main:574] : INFO : Epoch 1804 | loss: 0.0312217 | val_loss: 0.031221 | Time: 1238.59 ms
[2022-04-12 23:01:08 main:574] : INFO : Epoch 1805 | loss: 0.0312215 | val_loss: 0.0312195 | Time: 1185.99 ms
[2022-04-12 23:01:09 main:574] : INFO : Epoch 1806 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 1321.51 ms
[2022-04-12 23:01:11 main:574] : INFO : Epoch 1807 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 1279.12 ms
[2022-04-12 23:01:12 main:574] : INFO : Epoch 1808 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1201.74 ms
[2022-04-12 23:01:13 main:574] : INFO : Epoch 1809 | loss: 0.031226 | val_loss: 0.0312228 | Time: 1350.9 ms
[2022-04-12 23:01:15 main:574] : INFO : Epoch 1810 | loss: 0.0312265 | val_loss: 0.0312212 | Time: 1253.35 ms
[2022-04-12 23:01:16 main:574] : INFO : Epoch 1811 | loss: 0.0312219 | val_loss: 0.0312201 | Time: 1180.27 ms
[2022-04-12 23:01:17 main:574] : INFO : Epoch 1812 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 1305.38 ms
[2022-04-12 23:01:19 main:574] : INFO : Epoch 1813 | loss: 0.0312237 | val_loss: 0.0312274 | Time: 1266.01 ms
[2022-04-12 23:01:20 main:574] : INFO : Epoch 1814 | loss: 0.0312263 | val_loss: 0.0312201 | Time: 1176.56 ms
[2022-04-12 23:01:21 main:574] : INFO : Epoch 1815 | loss: 0.0312274 | val_loss: 0.0312227 | Time: 1302.54 ms
[2022-04-12 23:01:23 main:574] : INFO : Epoch 1816 | loss: 0.031224 | val_loss: 0.0312216 | Time: 1261.29 ms
[2022-04-12 23:01:24 main:574] : INFO : Epoch 1817 | loss: 0.0312261 | val_loss: 0.0312228 | Time: 1186.78 ms
[2022-04-12 23:01:25 main:574] : INFO : Epoch 1818 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 1309.62 ms
[2022-04-12 23:01:27 main:574] : INFO : Epoch 1819 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 1263.75 ms
[2022-04-12 23:01:28 main:574] : INFO : Epoch 1820 | loss: 0.0312221 | val_loss: 0.03122 | Time: 1171.9 ms
[2022-04-12 23:01:29 main:574] : INFO : Epoch 1821 | loss: 0.0312222 | val_loss: 0.0312258 | Time: 1301.68 ms
[2022-04-12 23:01:31 main:574] : INFO : Epoch 1822 | loss: 0.0312245 | val_loss: 0.0312202 | Time: 1282.81 ms
[2022-04-12 23:01:32 main:574] : INFO : Epoch 1823 | loss: 0.0312214 | val_loss: 0.0312211 | Time: 1187 ms
[2022-04-12 23:01:34 main:574] : INFO : Epoch 1824 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 1319.74 ms
[2022-04-12 23:01:35 main:574] : INFO : Epoch 1825 | loss: 0.0312222 | val_loss: 0.0312249 | Time: 1260.74 ms
[2022-04-12 23:01:36 main:574] : INFO : Epoch 1826 | loss: 0.0312226 | val_loss: 0.0312219 | Time: 1164.44 ms
[2022-04-12 23:01:38 main:574] : INFO : Epoch 1827 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 1304.17 ms
[2022-04-12 23:01:39 main:574] : INFO : Epoch 1828 | loss: 0.0312223 | val_loss: 0.03122 | Time: 1255.91 ms
[2022-04-12 23:01:40 main:574] : INFO : Epoch 1829 | loss: 0.0312209 | val_loss: 0.0312195 | Time: 1166.96 ms
[2022-04-12 23:01:42 main:574] : INFO : Epoch 1830 | loss: 0.0312212 | val_loss: 0.0312196 | Time: 1308.57 ms
[2022-04-12 23:01:43 main:574] : INFO : Epoch 1831 | loss: 0.0312217 | val_loss: 0.0312196 | Time: 1259.26 ms
[2022-04-12 23:01:44 main:574] : INFO : Epoch 1832 | loss: 0.0312212 | val_loss: 0.0312234 | Time: 1170.21 ms
[2022-04-12 23:01:46 main:574] : INFO : Epoch 1833 | loss: 0.0312249 | val_loss: 0.0312201 | Time: 1310.33 ms
[2022-04-12 23:01:47 main:574] : INFO : Epoch 1834 | loss: 0.0312228 | val_loss: 0.0312202 | Time: 1273.39 ms
[2022-04-12 23:01:48 main:574] : INFO : Epoch 1835 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 1159.43 ms
[2022-04-12 23:01:50 main:574] : INFO : Epoch 1836 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 1284.43 ms
[2022-04-12 23:01:51 main:574] : INFO : Epoch 1837 | loss: 0.0312222 | val_loss: 0.0312207 | Time: 1289.46 ms
[2022-04-12 23:01:52 main:574] : INFO : Epoch 1838 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 1151.51 ms
[2022-04-12 23:01:54 main:574] : INFO : Epoch 1839 | loss: 0.0312216 | val_loss: 0.0312238 | Time: 1297.66 ms
[2022-04-12 23:01:55 main:574] : INFO : Epoch 1840 | loss: 0.0312224 | val_loss: 0.03122 | Time: 1265.65 ms
[2022-04-12 23:01:56 main:574] : INFO : Epoch 1841 | loss: 0.0312237 | val_loss: 0.0312269 | Time: 1144.96 ms
[2022-04-12 23:01:58 main:574] : INFO : Epoch 1842 | loss: 0.031224 | val_loss: 0.0312199 | Time: 1307.4 ms
[2022-04-12 23:01:59 main:574] : INFO : Epoch 1843 | loss: 0.0312237 | val_loss: 0.0312264 | Time: 1336.87 ms
[2022-04-12 23:02:01 main:574] : INFO : Epoch 1844 | loss: 0.0312228 | val_loss: 0.03122 | Time: 1184.82 ms
[2022-04-12 23:02:02 main:574] : INFO : Epoch 1845 | loss: 0.0312216 | val_loss: 0.0312219 | Time: 1249.46 ms
[2022-04-12 23:02:03 main:574] : INFO : Epoch 1846 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 1322.19 ms
[2022-04-12 23:02:05 main:574] : INFO : Epoch 1847 | loss: 0.0312263 | val_loss: 0.0312217 | Time: 1194.82 ms
[2022-04-12 23:02:06 main:574] : INFO : Epoch 1848 | loss: 0.0312264 | val_loss: 0.0312271 | Time: 1234.63 ms
[2022-04-12 23:02:08 main:574] : INFO : Epoch 1849 | loss: 0.0312244 | val_loss: 0.0312213 | Time: 1302.63 ms
[2022-04-12 23:02:09 main:574] : INFO : Epoch 1850 | loss: 0.0312217 | val_loss: 0.0312206 | Time: 1208.49 ms
[2022-04-12 23:02:10 main:574] : INFO : Epoch 1851 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 1234.41 ms
[2022-04-12 23:02:11 main:574] : INFO : Epoch 1852 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 1330.79 ms
[2022-04-12 23:02:13 main:574] : INFO : Epoch 1853 | loss: 0.0312215 | val_loss: 0.0312191 | Time: 1181.54 ms
[2022-04-12 23:02:14 main:574] : INFO : Epoch 1854 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 1249.57 ms
[2022-04-12 23:02:15 main:574] : INFO : Epoch 1855 | loss: 0.0312229 | val_loss: 0.0312199 | Time: 1315.75 ms
[2022-04-12 23:02:17 main:574] : INFO : Epoch 1856 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 1178.55 ms
[2022-04-12 23:02:18 main:574] : INFO : Epoch 1857 | loss: 0.0312241 | val_loss: 0.0312303 | Time: 1254.02 ms
[2022-04-12 23:02:20 main:574] : INFO : Epoch 1858 | loss: 0.0312236 | val_loss: 0.0312199 | Time: 1343.06 ms
[2022-04-12 23:02:21 main:574] : INFO : Epoch 1859 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 1223.02 ms
[2022-04-12 23:02:22 main:574] : INFO : Epoch 1860 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 1236.43 ms
[2022-04-12 23:02:24 main:574] : INFO : Epoch 1861 | loss: 0.0312213 | val_loss: 0.0312206 | Time: 1332.72 ms
[2022-04-12 23:02:25 main:574] : INFO : Epoch 1862 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 1216.03 ms
[2022-04-12 23:02:26 main:574] : INFO : Epoch 1863 | loss: 0.0312215 | val_loss: 0.0312199 | Time: 1244.56 ms
[2022-04-12 23:02:28 main:574] : INFO : Epoch 1864 | loss: 0.0312209 | val_loss: 0.0312195 | Time: 1337.99 ms
[2022-04-12 23:02:29 main:574] : INFO : Epoch 1865 | loss: 0.0312222 | val_loss: 0.0312238 | Time: 1152.68 ms
[2022-04-12 23:02:30 main:574] : INFO : Epoch 1866 | loss: 0.0312215 | val_loss: 0.0312194 | Time: 1313.7 ms
[2022-04-12 23:02:31 main:574] : INFO : Epoch 1867 | loss: 0.0312242 | val_loss: 0.0312206 | Time: 1288.28 ms
[2022-04-12 23:02:33 main:574] : INFO : Epoch 1868 | loss: 0.0312243 | val_loss: 0.0312239 | Time: 1160.3 ms
[2022-04-12 23:02:34 main:574] : INFO : Epoch 1869 | loss: 0.0312248 | val_loss: 0.0312279 | Time: 1294.65 ms
[2022-04-12 23:02:35 main:574] : INFO : Epoch 1870 | loss: 0.0312229 | val_loss: 0.0312194 | Time: 1298.12 ms
[2022-04-12 23:02:37 main:574] : INFO : Epoch 1871 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 1153.3 ms
[2022-04-12 23:02:38 main:574] : INFO : Epoch 1872 | loss: 0.0312231 | val_loss: 0.0312208 | Time: 1270.98 ms
[2022-04-12 23:02:40 main:574] : INFO : Epoch 1873 | loss: 0.0312215 | val_loss: 0.0312223 | Time: 1326.89 ms
[2022-04-12 23:02:41 main:574] : INFO : Epoch 1874 | loss: 0.0312227 | val_loss: 0.0312194 | Time: 1154.71 ms
[2022-04-12 23:02:42 main:574] : INFO : Epoch 1875 | loss: 0.0312228 | val_loss: 0.0312199 | Time: 1286.94 ms
[2022-04-12 23:02:44 main:574] : INFO : Epoch 1876 | loss: 0.0312217 | val_loss: 0.0312198 | Time: 1312.54 ms
[2022-04-12 23:02:45 main:574] : INFO : Epoch 1877 | loss: 0.0312226 | val_loss: 0.0312216 | Time: 1154.83 ms
[2022-04-12 23:02:46 main:574] : INFO : Epoch 1878 | loss: 0.0312264 | val_loss: 0.0312212 | Time: 1270.34 ms
[2022-04-12 23:02:48 main:574] : INFO : Epoch 1879 | loss: 0.0312232 | val_loss: 0.031221 | Time: 1332.59 ms
[2022-04-12 23:02:49 main:574] : INFO : Epoch 1880 | loss: 0.0312255 | val_loss: 0.0312243 | Time: 1178.83 ms
[2022-04-12 23:02:50 main:574] : INFO : Epoch 1881 | loss: 0.0312232 | val_loss: 0.0312195 | Time: 1280.55 ms
[2022-04-12 23:02:52 main:574] : INFO : Epoch 1882 | loss: 0.0312229 | val_loss: 0.0312218 | Time: 1300.16 ms
[2022-04-12 23:02:53 main:574] : INFO : Epoch 1883 | loss: 0.0312255 | val_loss: 0.0312208 | Time: 1174.07 ms
[2022-04-12 23:02:54 main:574] : INFO : Epoch 1884 | loss: 0.0312219 | val_loss: 0.0312218 | Time: 1274.36 ms
[2022-04-12 23:02:56 main:574] : INFO : Epoch 1885 | loss: 0.0312225 | val_loss: 0.0312194 | Time: 1306.54 ms
[2022-04-12 23:02:57 main:574] : INFO : Epoch 1886 | loss: 0.0312218 | val_loss: 0.0312198 | Time: 1184.04 ms
[2022-04-12 23:02:58 main:574] : INFO : Epoch 1887 | loss: 0.0312219 | val_loss: 0.0312195 | Time: 1245.98 ms
[2022-04-12 23:03:00 main:574] : INFO : Epoch 1888 | loss: 0.0312222 | val_loss: 0.0312282 | Time: 1313.2 ms
[2022-04-12 23:03:01 main:574] : INFO : Epoch 1889 | loss: 0.031223 | val_loss: 0.0312201 | Time: 1195.57 ms
[2022-04-12 23:03:02 main:574] : INFO : Epoch 1890 | loss: 0.031223 | val_loss: 0.0312303 | Time: 1237.3 ms
[2022-04-12 23:03:04 main:574] : INFO : Epoch 1891 | loss: 0.0312233 | val_loss: 0.0312191 | Time: 1326.26 ms
[2022-04-12 23:03:05 main:574] : INFO : Epoch 1892 | loss: 0.031222 | val_loss: 0.0312217 | Time: 1204.49 ms
[2022-04-12 23:03:06 main:574] : INFO : Epoch 1893 | loss: 0.0312218 | val_loss: 0.0312201 | Time: 1255.65 ms
[2022-04-12 23:03:08 main:574] : INFO : Epoch 1894 | loss: 0.0312213 | val_loss: 0.0312223 | Time: 1335.79 ms
[2022-04-12 23:03:09 main:574] : INFO : Epoch 1895 | loss: 0.0312239 | val_loss: 0.0312256 | Time: 1207.71 ms
[2022-04-12 23:03:10 main:574] : INFO : Epoch 1896 | loss: 0.0312242 | val_loss: 0.0312243 | Time: 1234.54 ms
[2022-04-12 23:03:12 main:574] : INFO : Epoch 1897 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 1333.97 ms
[2022-04-12 23:03:13 main:574] : INFO : Epoch 1898 | loss: 0.0312223 | val_loss: 0.0312241 | Time: 1198.86 ms
[2022-04-12 23:03:15 main:574] : INFO : Epoch 1899 | loss: 0.0312257 | val_loss: 0.0312206 | Time: 1231.83 ms
[2022-04-12 23:03:16 main:574] : INFO : Epoch 1900 | loss: 0.0312252 | val_loss: 0.0312205 | Time: 1332.89 ms
[2022-04-12 23:03:17 main:574] : INFO : Epoch 1901 | loss: 0.0312227 | val_loss: 0.0312202 | Time: 1215.5 ms
[2022-04-12 23:03:19 main:574] : INFO : Epoch 1902 | loss: 0.0312241 | val_loss: 0.0312217 | Time: 1229.81 ms
[2022-04-12 23:03:20 main:574] : INFO : Epoch 1903 | loss: 0.0312241 | val_loss: 0.0312195 | Time: 1336.56 ms
[2022-04-12 23:03:21 main:574] : INFO : Epoch 1904 | loss: 0.0312251 | val_loss: 0.0312219 | Time: 1201.33 ms
[2022-04-12 23:03:23 main:574] : INFO : Epoch 1905 | loss: 0.0312235 | val_loss: 0.0312263 | Time: 1221.28 ms
[2022-04-12 23:03:24 main:574] : INFO : Epoch 1906 | loss: 0.0312225 | val_loss: 0.0312205 | Time: 1343.21 ms
[2022-04-12 23:03:25 main:574] : INFO : Epoch 1907 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1221.35 ms
[2022-04-12 23:03:27 main:574] : INFO : Epoch 1908 | loss: 0.031224 | val_loss: 0.0312248 | Time: 1227.63 ms
[2022-04-12 23:03:28 main:574] : INFO : Epoch 1909 | loss: 0.0312256 | val_loss: 0.0312209 | Time: 1332.4 ms
[2022-04-12 23:03:30 main:574] : INFO : Epoch 1910 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 1256.07 ms
[2022-04-12 23:03:31 main:574] : INFO : Epoch 1911 | loss: 0.031224 | val_loss: 0.0312201 | Time: 1203.44 ms
[2022-04-12 23:03:32 main:574] : INFO : Epoch 1912 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 1319.68 ms
[2022-04-12 23:03:34 main:574] : INFO : Epoch 1913 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 1228.84 ms
[2022-04-12 23:03:35 main:574] : INFO : Epoch 1914 | loss: 0.0312212 | val_loss: 0.0312209 | Time: 1208.7 ms
[2022-04-12 23:03:36 main:574] : INFO : Epoch 1915 | loss: 0.0312213 | val_loss: 0.0312195 | Time: 1326.13 ms
[2022-04-12 23:03:38 main:574] : INFO : Epoch 1916 | loss: 0.0312212 | val_loss: 0.0312206 | Time: 1283.82 ms
[2022-04-12 23:03:39 main:574] : INFO : Epoch 1917 | loss: 0.0312213 | val_loss: 0.0312202 | Time: 1185.37 ms
[2022-04-12 23:03:40 main:574] : INFO : Epoch 1918 | loss: 0.0312231 | val_loss: 0.0312209 | Time: 1333.57 ms
[2022-04-12 23:03:42 main:574] : INFO : Epoch 1919 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 1274.27 ms
[2022-04-12 23:03:43 main:574] : INFO : Epoch 1920 | loss: 0.0312234 | val_loss: 0.0312261 | Time: 1167.67 ms
[2022-04-12 23:03:44 main:574] : INFO : Epoch 1921 | loss: 0.0312225 | val_loss: 0.0312214 | Time: 1332.74 ms
[2022-04-12 23:03:46 main:574] : INFO : Epoch 1922 | loss: 0.0312285 | val_loss: 0.0312217 | Time: 1242.33 ms
[2022-04-12 23:03:47 main:574] : INFO : Epoch 1923 | loss: 0.0312238 | val_loss: 0.0312302 | Time: 1203.45 ms
[2022-04-12 23:03:49 main:574] : INFO : Epoch 1924 | loss: 0.0312284 | val_loss: 0.0312216 | Time: 1313.22 ms
[2022-04-12 23:03:50 main:574] : INFO : Epoch 1925 | loss: 0.0312226 | val_loss: 0.03122 | Time: 1240.59 ms
[2022-04-12 23:03:51 main:574] : INFO : Epoch 1926 | loss: 0.0312215 | val_loss: 0.0312198 | Time: 1226.9 ms
[2022-04-12 23:03:53 main:574] : INFO : Epoch 1927 | loss: 0.0312218 | val_loss: 0.0312211 | Time: 1319.11 ms
[2022-04-12 23:03:54 main:574] : INFO : Epoch 1928 | loss: 0.031222 | val_loss: 0.0312198 | Time: 1261.97 ms
[2022-04-12 23:03:55 main:574] : INFO : Epoch 1929 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1178.75 ms
[2022-04-12 23:03:57 main:574] : INFO : Epoch 1930 | loss: 0.0312239 | val_loss: 0.0312218 | Time: 1315.17 ms
[2022-04-12 23:03:58 main:574] : INFO : Epoch 1931 | loss: 0.0312221 | val_loss: 0.0312213 | Time: 1258.7 ms
[2022-04-12 23:03:59 main:574] : INFO : Epoch 1932 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 1163.17 ms
[2022-04-12 23:04:01 main:574] : INFO : Epoch 1933 | loss: 0.0312241 | val_loss: 0.03122 | Time: 1294.01 ms
[2022-04-12 23:04:02 main:574] : INFO : Epoch 1934 | loss: 0.0312249 | val_loss: 0.0312278 | Time: 1269.92 ms
[2022-04-12 23:04:03 main:574] : INFO : Epoch 1935 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 1162.67 ms
[2022-04-12 23:04:05 main:574] : INFO : Epoch 1936 | loss: 0.031224 | val_loss: 0.0312223 | Time: 1297.53 ms
[2022-04-12 23:04:06 main:574] : INFO : Epoch 1937 | loss: 0.0312216 | val_loss: 0.0312208 | Time: 1251.17 ms
[2022-04-12 23:04:07 main:574] : INFO : Epoch 1938 | loss: 0.0312212 | val_loss: 0.0312241 | Time: 1163.89 ms
[2022-04-12 23:04:09 main:574] : INFO : Epoch 1939 | loss: 0.0312224 | val_loss: 0.0312192 | Time: 1318.39 ms
[2022-04-12 23:04:10 main:574] : INFO : Epoch 1940 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 1288 ms
[2022-04-12 23:04:11 main:574] : INFO : Epoch 1941 | loss: 0.0312225 | val_loss: 0.0312204 | Time: 1149.75 ms
[2022-04-12 23:04:13 main:574] : INFO : Epoch 1942 | loss: 0.0312224 | val_loss: 0.0312263 | Time: 1316.74 ms
[2022-04-12 23:04:14 main:574] : INFO : Epoch 1943 | loss: 0.031223 | val_loss: 0.0312196 | Time: 1301.03 ms
[2022-04-12 23:04:16 main:574] : INFO : Epoch 1944 | loss: 0.0312226 | val_loss: 0.0312263 | Time: 1167.89 ms
[2022-04-12 23:04:17 main:574] : INFO : Epoch 1945 | loss: 0.0312251 | val_loss: 0.031222 | Time: 1293.8 ms
[2022-04-12 23:04:18 main:574] : INFO : Epoch 1946 | loss: 0.031223 | val_loss: 0.0312226 | Time: 1282.16 ms
[2022-04-12 23:04:19 main:574] : INFO : Epoch 1947 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 1175.26 ms
[2022-04-12 23:04:21 main:574] : INFO : Epoch 1948 | loss: 0.0312248 | val_loss: 0.0312286 | Time: 1301.27 ms
[2022-04-12 23:04:22 main:574] : INFO : Epoch 1949 | loss: 0.0312255 | val_loss: 0.0312201 | Time: 1254.7 ms
[2022-04-12 23:04:23 main:574] : INFO : Epoch 1950 | loss: 0.0312221 | val_loss: 0.0312199 | Time: 1169.84 ms
[2022-04-12 23:04:25 main:574] : INFO : Epoch 1951 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1317.67 ms
[2022-04-12 23:04:26 main:574] : INFO : Epoch 1952 | loss: 0.0312253 | val_loss: 0.0312269 | Time: 1235.55 ms
[2022-04-12 23:04:27 main:574] : INFO : Epoch 1953 | loss: 0.0312241 | val_loss: 0.0312211 | Time: 1219.47 ms
[2022-04-12 23:04:29 main:574] : INFO : Epoch 1954 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 1323.29 ms
[2022-04-12 23:04:30 main:574] : INFO : Epoch 1955 | loss: 0.0312263 | val_loss: 0.0312208 | Time: 1189.78 ms
[2022-04-12 23:04:31 main:574] : INFO : Epoch 1956 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 1236.61 ms
[2022-04-12 23:04:33 main:574] : INFO : Epoch 1957 | loss: 0.0312222 | val_loss: 0.0312233 | Time: 1322.91 ms
[2022-04-12 23:04:34 main:574] : INFO : Epoch 1958 | loss: 0.031222 | val_loss: 0.0312198 | Time: 1223.79 ms
[2022-04-12 23:04:35 main:574] : INFO : Epoch 1959 | loss: 0.0312238 | val_loss: 0.0312264 | Time: 1220.97 ms
[2022-04-12 23:04:37 main:574] : INFO : Epoch 1960 | loss: 0.0312242 | val_loss: 0.0312206 | Time: 1303.89 ms
[2022-04-12 23:04:38 main:574] : INFO : Epoch 1961 | loss: 0.0312226 | val_loss: 0.0312201 | Time: 1229.71 ms
[2022-04-12 23:04:39 main:574] : INFO : Epoch 1962 | loss: 0.0312225 | val_loss: 0.0312216 | Time: 1210.84 ms
[2022-04-12 23:04:41 main:574] : INFO : Epoch 1963 | loss: 0.0312213 | val_loss: 0.0312195 | Time: 1303.2 ms
[2022-04-12 23:04:42 main:574] : INFO : Epoch 1964 | loss: 0.0312231 | val_loss: 0.0312223 | Time: 1232.82 ms
[2022-04-12 23:04:43 main:574] : INFO : Epoch 1965 | loss: 0.0312223 | val_loss: 0.0312199 | Time: 1200.69 ms
[2022-04-12 23:04:45 main:574] : INFO : Epoch 1966 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 1314.78 ms
[2022-04-12 23:04:46 main:574] : INFO : Epoch 1967 | loss: 0.0312228 | val_loss: 0.0312214 | Time: 1272.21 ms
[2022-04-12 23:04:48 main:574] : INFO : Epoch 1968 | loss: 0.031223 | val_loss: 0.0312205 | Time: 1203.71 ms
[2022-04-12 23:04:49 main:574] : INFO : Epoch 1969 | loss: 0.031222 | val_loss: 0.0312195 | Time: 1323.43 ms
[2022-04-12 23:04:50 main:574] : INFO : Epoch 1970 | loss: 0.0312235 | val_loss: 0.0312207 | Time: 1264.13 ms
[2022-04-12 23:04:52 main:574] : INFO : Epoch 1971 | loss: 0.0312245 | val_loss: 0.0312201 | Time: 1172.13 ms
[2022-04-12 23:04:53 main:574] : INFO : Epoch 1972 | loss: 0.0312239 | val_loss: 0.0312302 | Time: 1310.8 ms
[2022-04-12 23:04:54 main:574] : INFO : Epoch 1973 | loss: 0.0312291 | val_loss: 0.0312325 | Time: 1256.43 ms
[2022-04-12 23:04:56 main:574] : INFO : Epoch 1974 | loss: 0.0312257 | val_loss: 0.0312234 | Time: 1182.53 ms
[2022-04-12 23:04:57 main:574] : INFO : Epoch 1975 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 1321.91 ms
[2022-04-12 23:04:58 main:574] : INFO : Epoch 1976 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 1245.98 ms
[2022-04-12 23:05:00 main:574] : INFO : Epoch 1977 | loss: 0.0312214 | val_loss: 0.0312193 | Time: 1170.34 ms
[2022-04-12 23:05:01 main:574] : INFO : Epoch 1978 | loss: 0.031222 | val_loss: 0.0312216 | Time: 1333.52 ms
[2022-04-12 23:05:02 main:574] : INFO : Epoch 1979 | loss: 0.0312211 | val_loss: 0.03122 | Time: 1254.06 ms
[2022-04-12 23:05:04 main:574] : INFO : Epoch 1980 | loss: 0.0312218 | val_loss: 0.0312194 | Time: 1167.39 ms
[2022-04-12 23:05:05 main:574] : INFO : Epoch 1981 | loss: 0.0312217 | val_loss: 0.0312198 | Time: 1290.53 ms
[2022-04-12 23:05:06 main:574] : INFO : Epoch 1982 | loss: 0.0312221 | val_loss: 0.03122 | Time: 1250.91 ms
[2022-04-12 23:05:08 main:574] : INFO : Epoch 1983 | loss: 0.0312298 | val_loss: 0.0312237 | Time: 1182.54 ms
[2022-04-12 23:05:09 main:574] : INFO : Epoch 1984 | loss: 0.0312278 | val_loss: 0.0312208 | Time: 1323.9 ms
[2022-04-12 23:05:10 main:574] : INFO : Epoch 1985 | loss: 0.0312246 | val_loss: 0.0312228 | Time: 1261.13 ms
[2022-04-12 23:05:12 main:574] : INFO : Epoch 1986 | loss: 0.031223 | val_loss: 0.0312229 | Time: 1193.59 ms
[2022-04-12 23:05:13 main:574] : INFO : Epoch 1987 | loss: 0.0312245 | val_loss: 0.0312201 | Time: 1322.01 ms
[2022-04-12 23:05:14 main:574] : INFO : Epoch 1988 | loss: 0.031223 | val_loss: 0.0312198 | Time: 1264.99 ms
[2022-04-12 23:05:16 main:574] : INFO : Epoch 1989 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 1176.85 ms
[2022-04-12 23:05:17 main:574] : INFO : Epoch 1990 | loss: 0.0312229 | val_loss: 0.03122 | Time: 1301.78 ms
[2022-04-12 23:05:19 main:574] : INFO : Epoch 1991 | loss: 0.0312216 | val_loss: 0.03122 | Time: 1281.16 ms
[2022-04-12 23:05:20 main:574] : INFO : Epoch 1992 | loss: 0.031222 | val_loss: 0.0312196 | Time: 1189.51 ms
[2022-04-12 23:05:21 main:574] : INFO : Epoch 1993 | loss: 0.0312226 | val_loss: 0.0312229 | Time: 1315.08 ms
[2022-04-12 23:05:23 main:574] : INFO : Epoch 1994 | loss: 0.0312243 | val_loss: 0.0312197 | Time: 1261.14 ms
[2022-04-12 23:05:24 main:574] : INFO : Epoch 1995 | loss: 0.0312249 | val_loss: 0.0312282 | Time: 1174.45 ms
[2022-04-12 23:05:25 main:574] : INFO : Epoch 1996 | loss: 0.0312261 | val_loss: 0.0312223 | Time: 1314.21 ms
[2022-04-12 23:05:27 main:574] : INFO : Epoch 1997 | loss: 0.0312217 | val_loss: 0.0312214 | Time: 1294.77 ms
[2022-04-12 23:05:28 main:574] : INFO : Epoch 1998 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 1159.72 ms
[2022-04-12 23:05:29 main:574] : INFO : Epoch 1999 | loss: 0.0312218 | val_loss: 0.0312207 | Time: 1294.5 ms
[2022-04-12 23:05:31 main:574] : INFO : Epoch 2000 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 1277.53 ms
[2022-04-12 23:05:32 main:574] : INFO : Epoch 2001 | loss: 0.0312247 | val_loss: 0.0312209 | Time: 1165.41 ms
[2022-04-12 23:05:33 main:574] : INFO : Epoch 2002 | loss: 0.0312222 | val_loss: 0.0312212 | Time: 1306.24 ms
[2022-04-12 23:05:35 main:574] : INFO : Epoch 2003 | loss: 0.0312215 | val_loss: 0.0312234 | Time: 1330.11 ms
[2022-04-12 23:05:36 main:574] : INFO : Epoch 2004 | loss: 0.0312223 | val_loss: 0.0312201 | Time: 1169.16 ms
[2022-04-12 23:05:37 main:574] : INFO : Epoch 2005 | loss: 0.0312251 | val_loss: 0.0312208 | Time: 1297.87 ms
[2022-04-12 23:05:39 main:574] : INFO : Epoch 2006 | loss: 0.031227 | val_loss: 0.0312225 | Time: 1288.38 ms
[2022-04-12 23:05:40 main:574] : INFO : Epoch 2007 | loss: 0.0312238 | val_loss: 0.0312218 | Time: 1160.83 ms
[2022-04-12 23:05:41 main:574] : INFO : Epoch 2008 | loss: 0.0312235 | val_loss: 0.0312209 | Time: 1277.47 ms
[2022-04-12 23:05:43 main:574] : INFO : Epoch 2009 | loss: 0.0312226 | val_loss: 0.0312205 | Time: 1278.94 ms
[2022-04-12 23:05:44 main:574] : INFO : Epoch 2010 | loss: 0.0312259 | val_loss: 0.0312228 | Time: 1167.21 ms
[2022-04-12 23:05:45 main:574] : INFO : Epoch 2011 | loss: 0.0312258 | val_loss: 0.0312223 | Time: 1305.29 ms
[2022-04-12 23:05:47 main:574] : INFO : Epoch 2012 | loss: 0.0312234 | val_loss: 0.031221 | Time: 1267.75 ms
[2022-04-12 23:05:48 main:574] : INFO : Epoch 2013 | loss: 0.0312223 | val_loss: 0.0312203 | Time: 1183.18 ms
[2022-04-12 23:05:50 main:574] : INFO : Epoch 2014 | loss: 0.0312215 | val_loss: 0.0312272 | Time: 1318.65 ms
[2022-04-12 23:05:51 main:574] : INFO : Epoch 2015 | loss: 0.0312248 | val_loss: 0.0312223 | Time: 1285.75 ms
[2022-04-12 23:05:52 main:574] : INFO : Epoch 2016 | loss: 0.0312246 | val_loss: 0.0312206 | Time: 1162.33 ms
[2022-04-12 23:05:54 main:574] : INFO : Epoch 2017 | loss: 0.031223 | val_loss: 0.0312211 | Time: 1308.08 ms
[2022-04-12 23:05:55 main:574] : INFO : Epoch 2018 | loss: 0.0312235 | val_loss: 0.0312222 | Time: 1260.57 ms
[2022-04-12 23:05:56 main:574] : INFO : Epoch 2019 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 1155.13 ms
[2022-04-12 23:05:58 main:574] : INFO : Epoch 2020 | loss: 0.031224 | val_loss: 0.0312215 | Time: 1279.23 ms
[2022-04-12 23:05:59 main:574] : INFO : Epoch 2021 | loss: 0.0312239 | val_loss: 0.0312212 | Time: 1288.06 ms
[2022-04-12 23:06:00 main:574] : INFO : Epoch 2022 | loss: 0.0312251 | val_loss: 0.0312206 | Time: 1162.94 ms
[2022-04-12 23:06:02 main:574] : INFO : Epoch 2023 | loss: 0.0312222 | val_loss: 0.0312278 | Time: 1292.15 ms
[2022-04-12 23:06:03 main:574] : INFO : Epoch 2024 | loss: 0.0312262 | val_loss: 0.0312297 | Time: 1301.9 ms
[2022-04-12 23:06:04 main:574] : INFO : Epoch 2025 | loss: 0.0312249 | val_loss: 0.0312265 | Time: 1158.94 ms
[2022-04-12 23:06:06 main:574] : INFO : Epoch 2026 | loss: 0.0312234 | val_loss: 0.031221 | Time: 1292.65 ms
[2022-04-12 23:06:07 main:574] : INFO : Epoch 2027 | loss: 0.0312213 | val_loss: 0.0312193 | Time: 1292.24 ms
[2022-04-12 23:06:08 main:574] : INFO : Epoch 2028 | loss: 0.0312214 | val_loss: 0.0312248 | Time: 1171.27 ms
[2022-04-12 23:06:10 main:574] : INFO : Epoch 2029 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 1274.67 ms
[2022-04-12 23:06:11 main:574] : INFO : Epoch 2030 | loss: 0.0312287 | val_loss: 0.0312287 | Time: 1314.38 ms
[2022-04-12 23:06:13 main:574] : INFO : Epoch 2031 | loss: 0.0312249 | val_loss: 0.0312211 | Time: 1184.71 ms
[2022-04-12 23:06:14 main:574] : INFO : Epoch 2032 | loss: 0.0312227 | val_loss: 0.0312278 | Time: 1264.94 ms
[2022-04-12 23:06:15 main:574] : INFO : Epoch 2033 | loss: 0.0312245 | val_loss: 0.0312292 | Time: 1327.66 ms
[2022-04-12 23:06:17 main:574] : INFO : Epoch 2034 | loss: 0.0312258 | val_loss: 0.0312214 | Time: 1181.93 ms
[2022-04-12 23:06:18 main:574] : INFO : Epoch 2035 | loss: 0.0312238 | val_loss: 0.0312192 | Time: 1245.45 ms
[2022-04-12 23:06:19 main:574] : INFO : Epoch 2036 | loss: 0.0312228 | val_loss: 0.0312204 | Time: 1339.8 ms
[2022-04-12 23:06:21 main:574] : INFO : Epoch 2037 | loss: 0.0312242 | val_loss: 0.0312246 | Time: 1184.39 ms
[2022-04-12 23:06:22 main:574] : INFO : Epoch 2038 | loss: 0.0312259 | val_loss: 0.0312229 | Time: 1267.68 ms
[2022-04-12 23:06:23 main:574] : INFO : Epoch 2039 | loss: 0.0312224 | val_loss: 0.0312243 | Time: 1327.14 ms
[2022-04-12 23:06:24 main:574] : INFO : Epoch 2040 | loss: 0.0312247 | val_loss: 0.0312207 | Time: 1157.47 ms
[2022-04-12 23:06:26 main:574] : INFO : Epoch 2041 | loss: 0.031223 | val_loss: 0.03122 | Time: 1281.56 ms
[2022-04-12 23:06:27 main:574] : INFO : Epoch 2042 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 1261.04 ms
[2022-04-12 23:06:28 main:574] : INFO : Epoch 2043 | loss: 0.0312278 | val_loss: 0.0312387 | Time: 1172.78 ms
[2022-04-12 23:06:30 main:574] : INFO : Epoch 2044 | loss: 0.0312292 | val_loss: 0.0312223 | Time: 1336.06 ms
[2022-04-12 23:06:31 main:574] : INFO : Epoch 2045 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 1290.71 ms
[2022-04-12 23:06:32 main:574] : INFO : Epoch 2046 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 1167.66 ms
[2022-04-12 23:06:34 main:574] : INFO : Epoch 2047 | loss: 0.0312224 | val_loss: 0.03122 | Time: 1302.93 ms
[2022-04-12 23:06:35 main:574] : INFO : Epoch 2048 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 1308.42 ms
[2022-04-12 23:06:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312199
[2022-04-12 23:06:35 main:603] : INFO : Saving end state to config to file
[2022-04-12 23:06:35 main:608] : INFO : Success, exiting..
23:06:35 (15864): 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)