Task 13587937
| Name | ParityModified-1647042925-26433-1-0_0 |
| Workunit | 10681890 |
| Created | 22 Mar 2022, 23:05:08 UTC |
| Sent | 31 Mar 2022, 15:57:02 UTC |
| Report deadline | 8 Apr 2022, 15:57:02 UTC |
| Received | 31 Mar 2022, 18:34:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 1 hours 34 min 17 sec |
| CPU time | 1 hours 31 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 12:21:08 main:574] : INFO : Epoch 1542 | loss: 0.0312304 | val_loss: 0.03124 | Time: 1301.38 ms [2022-03-31 12:21:09 main:574] : INFO : Epoch 1543 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 1371.67 ms [2022-03-31 12:21:10 main:574] : INFO : Epoch 1544 | loss: 0.0312267 | val_loss: 0.0312352 | Time: 1588.42 ms [2022-03-31 12:21:12 main:574] : INFO : Epoch 1545 | loss: 0.0312248 | val_loss: 0.0312321 | Time: 1576.15 ms [2022-03-31 12:21:14 main:574] : INFO : Epoch 1546 | loss: 0.0312239 | val_loss: 0.0312317 | Time: 1598.41 ms [2022-03-31 12:21:15 main:574] : INFO : Epoch 1547 | loss: 0.0312238 | val_loss: 0.0312312 | Time: 1596.99 ms [2022-03-31 12:21:17 main:574] : INFO : Epoch 1548 | loss: 0.0312243 | val_loss: 0.0312327 | Time: 1584.09 ms [2022-03-31 12:21:18 main:574] : INFO : Epoch 1549 | loss: 0.0312249 | val_loss: 0.0312372 | Time: 1147.47 ms [2022-03-31 12:21:20 main:574] : INFO : Epoch 1550 | loss: 0.0312275 | val_loss: 0.0312326 | Time: 1591.31 ms [2022-03-31 12:21:21 main:574] : INFO : Epoch 1551 | loss: 0.0312263 | val_loss: 0.0312327 | Time: 1541.75 ms [2022-03-31 12:21:23 main:574] : INFO : Epoch 1552 | loss: 0.0312242 | val_loss: 0.0312328 | Time: 1571.99 ms [2022-03-31 12:21:24 main:574] : INFO : Epoch 1553 | loss: 0.0312241 | val_loss: 0.0312317 | Time: 1592.81 ms [2022-03-31 12:21:26 main:574] : INFO : Epoch 1554 | loss: 0.031226 | val_loss: 0.0312349 | Time: 1594.53 ms [2022-03-31 12:21:27 main:574] : INFO : Epoch 1555 | loss: 0.0312279 | val_loss: 0.0312308 | Time: 1426.39 ms [2022-03-31 12:21:29 main:574] : INFO : Epoch 1556 | loss: 0.0312273 | val_loss: 0.0312324 | Time: 1172.74 ms [2022-03-31 12:21:30 main:574] : INFO : Epoch 1557 | loss: 0.031225 | val_loss: 0.0312317 | Time: 1602.74 ms [2022-03-31 12:21:32 main:574] : INFO : Epoch 1558 | loss: 0.0312245 | val_loss: 0.0312317 | Time: 1591.21 ms [2022-03-31 12:21:33 main:574] : INFO : Epoch 1559 | loss: 0.031225 | val_loss: 0.0312328 | Time: 1575.25 ms [2022-03-31 12:21:35 main:574] : INFO : Epoch 1560 | loss: 0.0312242 | val_loss: 0.0312312 | Time: 1582.76 ms [2022-03-31 12:21:36 main:574] : INFO : Epoch 1561 | loss: 0.0312241 | val_loss: 0.0312342 | Time: 1528.58 ms [2022-03-31 12:21:38 main:574] : INFO : Epoch 1562 | loss: 0.0312242 | val_loss: 0.0312324 | Time: 1239.84 ms [2022-03-31 12:21:39 main:574] : INFO : Epoch 1563 | loss: 0.0312246 | val_loss: 0.0312327 | Time: 1367.07 ms [2022-03-31 12:21:41 main:574] : INFO : Epoch 1564 | loss: 0.0312238 | val_loss: 0.0312325 | Time: 1574.85 ms [2022-03-31 12:21:42 main:574] : INFO : Epoch 1565 | loss: 0.031223 | val_loss: 0.031231 | Time: 1563.55 ms [2022-03-31 12:21:44 main:574] : INFO : Epoch 1566 | loss: 0.0312221 | val_loss: 0.0312313 | Time: 1593.24 ms [2022-03-31 12:21:45 main:574] : INFO : Epoch 1567 | loss: 0.0312232 | val_loss: 0.0312337 | Time: 1557.55 ms [2022-03-31 12:21:47 main:574] : INFO : Epoch 1568 | loss: 0.0312356 | val_loss: 0.0312388 | Time: 1591.58 ms [2022-03-31 12:21:48 main:574] : INFO : Epoch 1569 | loss: 0.0312354 | val_loss: 0.0312284 | Time: 1140.33 ms [2022-03-31 12:21:50 main:574] : INFO : Epoch 1570 | loss: 0.0312287 | val_loss: 0.031227 | Time: 1533.97 ms [2022-03-31 12:21:51 main:574] : INFO : Epoch 1571 | loss: 0.031228 | val_loss: 0.0312272 | Time: 1540.1 ms [2022-03-31 12:21:53 main:574] : INFO : Epoch 1572 | loss: 0.0312271 | val_loss: 0.0312263 | Time: 1513.82 ms [2022-03-31 12:21:54 main:574] : INFO : Epoch 1573 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 1540.6 ms [2022-03-31 12:21:56 main:574] : INFO : Epoch 1574 | loss: 0.031232 | val_loss: 0.0312271 | Time: 1597.53 ms [2022-03-31 12:21:57 main:574] : INFO : Epoch 1575 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 1499.51 ms [2022-03-31 12:21:58 main:574] : INFO : Epoch 1576 | loss: 0.0312275 | val_loss: 0.031228 | Time: 1168.34 ms [2022-03-31 12:22:00 main:574] : INFO : Epoch 1577 | loss: 0.031228 | val_loss: 0.0312268 | Time: 1562.52 ms [2022-03-31 12:22:02 main:574] : INFO : Epoch 1578 | loss: 0.0312262 | val_loss: 0.0312302 | Time: 1587.3 ms [2022-03-31 12:22:03 main:574] : INFO : Epoch 1579 | loss: 0.0312273 | val_loss: 0.0312259 | Time: 1589.97 ms [2022-03-31 12:22:05 main:574] : INFO : Epoch 1580 | loss: 0.0312277 | val_loss: 0.0312287 | Time: 1575.66 ms [2022-03-31 12:22:06 main:574] : INFO : Epoch 1581 | loss: 0.0312289 | val_loss: 0.0312303 | Time: 1626.89 ms [2022-03-31 12:22:08 main:574] : INFO : Epoch 1582 | loss: 0.0312261 | val_loss: 0.0312266 | Time: 1299.72 ms [2022-03-31 12:22:09 main:574] : INFO : Epoch 1583 | loss: 0.0312241 | val_loss: 0.031227 | Time: 1374.48 ms [2022-03-31 12:22:11 main:574] : INFO : Epoch 1584 | loss: 0.0312242 | val_loss: 0.0312311 | Time: 1538.39 ms [2022-03-31 12:22:12 main:574] : INFO : Epoch 1585 | loss: 0.0312269 | val_loss: 0.0312249 | Time: 1561.26 ms [2022-03-31 12:22:14 main:574] : INFO : Epoch 1586 | loss: 0.0312258 | val_loss: 0.0312271 | Time: 1602.88 ms [2022-03-31 12:22:15 main:574] : INFO : Epoch 1587 | loss: 0.0312235 | val_loss: 0.031225 | Time: 1528.96 ms [2022-03-31 12:22:17 main:574] : INFO : Epoch 1588 | loss: 0.0312255 | val_loss: 0.0312256 | Time: 1594.93 ms [2022-03-31 12:22:18 main:574] : INFO : Epoch 1589 | loss: 0.0312259 | val_loss: 0.0312275 | Time: 1057.96 ms [2022-03-31 12:22:20 main:574] : INFO : Epoch 1590 | loss: 0.0312236 | val_loss: 0.031225 | Time: 1562.5 ms [2022-03-31 12:22:21 main:574] : INFO : Epoch 1591 | loss: 0.0312237 | val_loss: 0.0312241 | Time: 1547.93 ms [2022-03-31 12:22:23 main:574] : INFO : Epoch 1592 | loss: 0.0312235 | val_loss: 0.0312263 | Time: 1587.68 ms [2022-03-31 12:22:24 main:574] : INFO : Epoch 1593 | loss: 0.0312224 | val_loss: 0.0312242 | Time: 1540.47 ms [2022-03-31 12:22:26 main:574] : INFO : Epoch 1594 | loss: 0.0312227 | val_loss: 0.0312254 | Time: 1542.62 ms [2022-03-31 12:22:27 main:574] : INFO : Epoch 1595 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 1493.5 ms [2022-03-31 12:22:28 main:574] : INFO : Epoch 1596 | loss: 0.0312236 | val_loss: 0.0312278 | Time: 1075.42 ms [2022-03-31 12:22:30 main:574] : INFO : Epoch 1597 | loss: 0.031223 | val_loss: 0.0312252 | Time: 1583.38 ms [2022-03-31 12:22:31 main:574] : INFO : Epoch 1598 | loss: 0.0312216 | val_loss: 0.0312256 | Time: 1553.66 ms [2022-03-31 12:22:33 main:574] : INFO : Epoch 1599 | loss: 0.0312206 | val_loss: 0.0312233 | Time: 1558.66 ms [2022-03-31 12:22:35 main:574] : INFO : Epoch 1600 | loss: 0.0312209 | val_loss: 0.0312248 | Time: 1584.06 ms [2022-03-31 12:22:36 main:574] : INFO : Epoch 1601 | loss: 0.0312226 | val_loss: 0.0312234 | Time: 1563.69 ms [2022-03-31 12:22:38 main:574] : INFO : Epoch 1602 | loss: 0.0312198 | val_loss: 0.0312239 | Time: 1371.37 ms [2022-03-31 12:22:39 main:574] : INFO : Epoch 1603 | loss: 0.0312196 | val_loss: 0.0312234 | Time: 1253.56 ms [2022-03-31 12:22:40 main:574] : INFO : Epoch 1604 | loss: 0.0312203 | val_loss: 0.031226 | Time: 1588.01 ms [2022-03-31 12:22:42 main:574] : INFO : Epoch 1605 | loss: 0.0312202 | val_loss: 0.031223 | Time: 1587.79 ms [2022-03-31 12:22:44 main:574] : INFO : Epoch 1606 | loss: 0.0312205 | val_loss: 0.0312235 | Time: 1563.87 ms [2022-03-31 12:22:45 main:574] : INFO : Epoch 1607 | loss: 0.0312221 | val_loss: 0.0312286 | Time: 1538.92 ms [2022-03-31 12:22:47 main:574] : INFO : Epoch 1608 | loss: 0.0312205 | val_loss: 0.0312243 | Time: 1560.44 ms [2022-03-31 12:22:48 main:574] : INFO : Epoch 1609 | loss: 0.0312221 | val_loss: 0.0312256 | Time: 1174.91 ms [2022-03-31 12:22:49 main:574] : INFO : Epoch 1610 | loss: 0.0312178 | val_loss: 0.031223 | Time: 1423.3 ms [2022-03-31 12:22:51 main:574] : INFO : Epoch 1611 | loss: 0.0312187 | val_loss: 0.0312284 | Time: 1567.96 ms [2022-03-31 12:22:52 main:574] : INFO : Epoch 1612 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 1584.34 ms [2022-03-31 12:22:54 main:574] : INFO : Epoch 1613 | loss: 0.0312186 | val_loss: 0.031231 | Time: 1558.95 ms [2022-03-31 12:22:56 main:574] : INFO : Epoch 1614 | loss: 0.0312197 | val_loss: 0.0312241 | Time: 1590.34 ms [2022-03-31 12:22:57 main:574] : INFO : Epoch 1615 | loss: 0.0312187 | val_loss: 0.0312221 | Time: 1573.16 ms [2022-03-31 12:22:58 main:574] : INFO : Epoch 1616 | loss: 0.0312176 | val_loss: 0.0312214 | Time: 1069.33 ms [2022-03-31 12:23:00 main:574] : INFO : Epoch 1617 | loss: 0.0312179 | val_loss: 0.0312234 | Time: 1567.81 ms [2022-03-31 12:23:01 main:574] : INFO : Epoch 1618 | loss: 0.031217 | val_loss: 0.0312274 | Time: 1560.65 ms [2022-03-31 12:23:03 main:574] : INFO : Epoch 1619 | loss: 0.0312172 | val_loss: 0.0312211 | Time: 1596.57 ms [2022-03-31 12:23:05 main:574] : INFO : Epoch 1620 | loss: 0.0312154 | val_loss: 0.0312218 | Time: 1569.86 ms [2022-03-31 12:23:06 main:574] : INFO : Epoch 1621 | loss: 0.0312153 | val_loss: 0.0312231 | Time: 1581.56 ms [2022-03-31 12:23:08 main:574] : INFO : Epoch 1622 | loss: 0.0312191 | val_loss: 0.0312215 | Time: 1419.56 ms [2022-03-31 12:23:09 main:574] : INFO : Epoch 1623 | loss: 0.0312203 | val_loss: 0.0312277 | Time: 1207.49 ms [2022-03-31 12:23:10 main:574] : INFO : Epoch 1624 | loss: 0.0312176 | val_loss: 0.0312245 | Time: 1585.02 ms [2022-03-31 12:23:12 main:574] : INFO : Epoch 1625 | loss: 0.0312154 | val_loss: 0.0312217 | Time: 1613.78 ms [2022-03-31 12:23:14 main:574] : INFO : Epoch 1626 | loss: 0.0312159 | val_loss: 0.031222 | Time: 1574.5 ms [2022-03-31 12:23:15 main:574] : INFO : Epoch 1627 | loss: 0.0312162 | val_loss: 0.0312305 | Time: 1573.3 ms [2022-03-31 12:23:17 main:574] : INFO : Epoch 1628 | loss: 0.0312189 | val_loss: 0.0312214 | Time: 1589.3 ms [2022-03-31 12:23:18 main:574] : INFO : Epoch 1629 | loss: 0.0312163 | val_loss: 0.0312217 | Time: 1227.53 ms [2022-03-31 12:23:19 main:574] : INFO : Epoch 1630 | loss: 0.0312144 | val_loss: 0.0312212 | Time: 1411.98 ms [2022-03-31 12:23:21 main:574] : INFO : Epoch 1631 | loss: 0.0312143 | val_loss: 0.0312201 | Time: 1588.36 ms [2022-03-31 12:23:22 main:574] : INFO : Epoch 1632 | loss: 0.0312141 | val_loss: 0.0312208 | Time: 1570.67 ms [2022-03-31 12:23:24 main:574] : INFO : Epoch 1633 | loss: 0.0312138 | val_loss: 0.0312207 | Time: 1578.31 ms [2022-03-31 12:23:26 main:574] : INFO : Epoch 1634 | loss: 0.0312174 | val_loss: 0.0312238 | Time: 1590.63 ms [2022-03-31 12:23:27 main:574] : INFO : Epoch 1635 | loss: 0.0312144 | val_loss: 0.0312221 | Time: 1564.09 ms [2022-03-31 12:23:28 main:574] : INFO : Epoch 1636 | loss: 0.031215 | val_loss: 0.0312248 | Time: 1070.77 ms [2022-03-31 12:23:30 main:574] : INFO : Epoch 1637 | loss: 0.0312176 | val_loss: 0.031223 | Time: 1548.13 ms [2022-03-31 12:23:31 main:574] : INFO : Epoch 1638 | loss: 0.0312153 | val_loss: 0.0312212 | Time: 1590.14 ms [2022-03-31 12:23:33 main:574] : INFO : Epoch 1639 | loss: 0.031214 | val_loss: 0.0312226 | Time: 1526.49 ms [2022-03-31 12:23:35 main:574] : INFO : Epoch 1640 | loss: 0.0312159 | val_loss: 0.0312213 | Time: 1545.68 ms [2022-03-31 12:23:36 main:574] : INFO : Epoch 1641 | loss: 0.0312189 | val_loss: 0.0312362 | Time: 1566.46 ms [2022-03-31 12:23:38 main:574] : INFO : Epoch 1642 | loss: 0.0312191 | val_loss: 0.0312259 | Time: 1424.27 ms [2022-03-31 12:23:39 main:574] : INFO : Epoch 1643 | loss: 0.0312128 | val_loss: 0.0312219 | Time: 1202.47 ms [2022-03-31 12:23:40 main:574] : INFO : Epoch 1644 | loss: 0.0312118 | val_loss: 0.0312235 | Time: 1595.83 ms [2022-03-31 12:23:42 main:574] : INFO : Epoch 1645 | loss: 0.0312132 | val_loss: 0.0312234 | Time: 1589.09 ms [2022-03-31 12:23:43 main:574] : INFO : Epoch 1646 | loss: 0.0312131 | val_loss: 0.0312214 | Time: 1547 ms [2022-03-31 12:23:45 main:574] : INFO : Epoch 1647 | loss: 0.0312126 | val_loss: 0.03122 | Time: 1530.14 ms [2022-03-31 12:23:47 main:574] : INFO : Epoch 1648 | loss: 0.0312112 | val_loss: 0.0312206 | Time: 1590.61 ms [2022-03-31 12:23:48 main:574] : INFO : Epoch 1649 | loss: 0.0312134 | val_loss: 0.0312211 | Time: 1210.08 ms [2022-03-31 12:23:49 main:574] : INFO : Epoch 1650 | loss: 0.031214 | val_loss: 0.03122 | Time: 1377.07 ms [2022-03-31 12:23:51 main:574] : INFO : Epoch 1651 | loss: 0.0312135 | val_loss: 0.0312211 | Time: 1578.33 ms [2022-03-31 12:23:52 main:574] : INFO : Epoch 1652 | loss: 0.0312101 | val_loss: 0.0312206 | Time: 1574.9 ms [2022-03-31 12:23:54 main:574] : INFO : Epoch 1653 | loss: 0.0312117 | val_loss: 0.0312209 | Time: 1578.33 ms [2022-03-31 12:23:55 main:574] : INFO : Epoch 1654 | loss: 0.0312098 | val_loss: 0.0312205 | Time: 1571.94 ms [2022-03-31 12:23:57 main:574] : INFO : Epoch 1655 | loss: 0.0312115 | val_loss: 0.0312224 | Time: 1570.54 ms [2022-03-31 12:23:58 main:574] : INFO : Epoch 1656 | loss: 0.0312113 | val_loss: 0.0312192 | Time: 1064.78 ms [2022-03-31 12:24:00 main:574] : INFO : Epoch 1657 | loss: 0.0312131 | val_loss: 0.0312224 | Time: 1569.42 ms [2022-03-31 12:24:01 main:574] : INFO : Epoch 1658 | loss: 0.03121 | val_loss: 0.0312188 | Time: 1557.5 ms [2022-03-31 12:24:03 main:574] : INFO : Epoch 1659 | loss: 0.0312096 | val_loss: 0.03122 | Time: 1637.63 ms [2022-03-31 12:24:04 main:574] : INFO : Epoch 1660 | loss: 0.0312098 | val_loss: 0.0312243 | Time: 1575.1 ms [2022-03-31 12:24:06 main:574] : INFO : Epoch 1661 | loss: 0.031212 | val_loss: 0.0312221 | Time: 1548.34 ms [2022-03-31 12:24:07 main:574] : INFO : Epoch 1662 | loss: 0.031209 | val_loss: 0.03122 | Time: 1447.73 ms [2022-03-31 12:24:09 main:574] : INFO : Epoch 1663 | loss: 0.031208 | val_loss: 0.0312199 | Time: 1121.95 ms [2022-03-31 12:24:10 main:574] : INFO : Epoch 1664 | loss: 0.0312092 | val_loss: 0.0312198 | Time: 1574.65 ms [2022-03-31 12:24:12 main:574] : INFO : Epoch 1665 | loss: 0.0312087 | val_loss: 0.0312188 | Time: 1592.64 ms [2022-03-31 12:24:13 main:574] : INFO : Epoch 1666 | loss: 0.0312101 | val_loss: 0.0312213 | Time: 1578.89 ms [2022-03-31 12:24:15 main:574] : INFO : Epoch 1667 | loss: 0.0312111 | val_loss: 0.0312205 | Time: 1573.52 ms [2022-03-31 12:24:17 main:574] : INFO : Epoch 1668 | loss: 0.0312094 | val_loss: 0.0312249 | Time: 1578.61 ms [2022-03-31 12:24:18 main:574] : INFO : Epoch 1669 | loss: 0.0312097 | val_loss: 0.0312196 | Time: 1281.95 ms [2022-03-31 12:24:19 main:574] : INFO : Epoch 1670 | loss: 0.031209 | val_loss: 0.031219 | Time: 1335.8 ms [2022-03-31 12:24:21 main:574] : INFO : Epoch 1671 | loss: 0.03121 | val_loss: 0.0312179 | Time: 1563 ms [2022-03-31 12:24:22 main:574] : INFO : Epoch 1672 | loss: 0.0312093 | val_loss: 0.0312177 | Time: 1544.7 ms [2022-03-31 12:24:24 main:574] : INFO : Epoch 1673 | loss: 0.0312113 | val_loss: 0.0312203 | Time: 1564.94 ms [2022-03-31 12:24:25 main:574] : INFO : Epoch 1674 | loss: 0.031213 | val_loss: 0.0312303 | Time: 1603.52 ms [2022-03-31 12:24:27 main:574] : INFO : Epoch 1675 | loss: 0.0312248 | val_loss: 0.031237 | Time: 1563.66 ms [2022-03-31 12:24:28 main:574] : INFO : Epoch 1676 | loss: 0.0323603 | val_loss: 0.0330379 | Time: 1140.53 ms [2022-03-31 12:24:30 main:574] : INFO : Epoch 1677 | loss: 0.0330254 | val_loss: 0.0314357 | Time: 1523.94 ms [2022-03-31 12:24:31 main:574] : INFO : Epoch 1678 | loss: 0.0314982 | val_loss: 0.0313246 | Time: 1569.75 ms [2022-03-31 12:24:33 main:574] : INFO : Epoch 1679 | loss: 0.0312857 | val_loss: 0.0312568 | Time: 1569.37 ms [2022-03-31 12:24:34 main:574] : INFO : Epoch 1680 | loss: 0.0312533 | val_loss: 0.0312503 | Time: 1527.4 ms [2022-03-31 12:24:36 main:574] : INFO : Epoch 1681 | loss: 0.0312437 | val_loss: 0.0312379 | Time: 1607.11 ms [2022-03-31 12:24:37 main:574] : INFO : Epoch 1682 | loss: 0.0312387 | val_loss: 0.0312359 | Time: 1504.25 ms [2022-03-31 12:24:39 main:574] : INFO : Epoch 1683 | loss: 0.0312335 | val_loss: 0.031232 | Time: 1108.55 ms [2022-03-31 12:24:40 main:574] : INFO : Epoch 1684 | loss: 0.0312291 | val_loss: 0.031227 | Time: 1579.83 ms [2022-03-31 12:24:42 main:574] : INFO : Epoch 1685 | loss: 0.0312271 | val_loss: 0.0312311 | Time: 1563.34 ms [2022-03-31 12:24:43 main:574] : INFO : Epoch 1686 | loss: 0.0312246 | val_loss: 0.0312242 | Time: 1577.06 ms [2022-03-31 12:24:45 main:574] : INFO : Epoch 1687 | loss: 0.0312241 | val_loss: 0.0312218 | Time: 1541.35 ms [2022-03-31 12:24:46 main:574] : INFO : Epoch 1688 | loss: 0.0312191 | val_loss: 0.0312212 | Time: 1521.86 ms [2022-03-31 12:24:48 main:574] : INFO : Epoch 1689 | loss: 0.0312181 | val_loss: 0.0312237 | Time: 1349.1 ms [2022-03-31 12:24:49 main:574] : INFO : Epoch 1690 | loss: 0.0312192 | val_loss: 0.0312269 | Time: 1239.8 ms [2022-03-31 12:24:50 main:574] : INFO : Epoch 1691 | loss: 0.0312173 | val_loss: 0.031224 | Time: 1556.74 ms [2022-03-31 12:24:52 main:574] : INFO : Epoch 1692 | loss: 0.0312204 | val_loss: 0.0312274 | Time: 1585.27 ms [2022-03-31 12:24:54 main:574] : INFO : Epoch 1693 | loss: 0.0312205 | val_loss: 0.0312399 | Time: 1560.17 ms [2022-03-31 12:24:55 main:574] : INFO : Epoch 1694 | loss: 0.0312217 | val_loss: 0.0312196 | Time: 1569.73 ms [2022-03-31 12:24:57 main:574] : INFO : Epoch 1695 | loss: 0.0312153 | val_loss: 0.0312179 | Time: 1567.22 ms [2022-03-31 12:24:58 main:574] : INFO : Epoch 1696 | loss: 0.0312135 | val_loss: 0.0312174 | Time: 1239.9 ms [2022-03-31 12:24:59 main:574] : INFO : Epoch 1697 | loss: 0.031213 | val_loss: 0.0312174 | Time: 1405.39 ms [2022-03-31 12:25:01 main:574] : INFO : Epoch 1698 | loss: 0.031213 | val_loss: 0.0312204 | Time: 1606.57 ms [2022-03-31 12:25:03 main:574] : INFO : Epoch 1699 | loss: 0.0312131 | val_loss: 0.0312169 | Time: 1584.65 ms [2022-03-31 12:25:04 main:574] : INFO : Epoch 1700 | loss: 0.0312123 | val_loss: 0.0312169 | Time: 1593.88 ms [2022-03-31 12:25:06 main:574] : INFO : Epoch 1701 | loss: 0.031212 | val_loss: 0.0312172 | Time: 1562.64 ms [2022-03-31 12:25:07 main:574] : INFO : Epoch 1702 | loss: 0.0312123 | val_loss: 0.0312177 | Time: 1555.31 ms [2022-03-31 12:25:08 main:574] : INFO : Epoch 1703 | loss: 0.0312113 | val_loss: 0.03122 | Time: 1048.19 ms [2022-03-31 12:25:10 main:574] : INFO : Epoch 1704 | loss: 0.0312112 | val_loss: 0.0312159 | Time: 1526.28 ms [2022-03-31 12:25:11 main:574] : INFO : Epoch 1705 | loss: 0.0312133 | val_loss: 0.0312355 | Time: 1532.6 ms [2022-03-31 12:25:13 main:574] : INFO : Epoch 1706 | loss: 0.0312134 | val_loss: 0.0312157 | Time: 1567.12 ms [2022-03-31 12:25:15 main:574] : INFO : Epoch 1707 | loss: 0.0312133 | val_loss: 0.0312159 | Time: 1598.24 ms [2022-03-31 12:25:16 main:574] : INFO : Epoch 1708 | loss: 0.0312124 | val_loss: 0.0312177 | Time: 1586.61 ms [2022-03-31 12:25:18 main:574] : INFO : Epoch 1709 | loss: 0.0312134 | val_loss: 0.0312213 | Time: 1457.64 ms [2022-03-31 12:25:19 main:574] : INFO : Epoch 1710 | loss: 0.0312103 | val_loss: 0.0312158 | Time: 1207.55 ms [2022-03-31 12:25:20 main:574] : INFO : Epoch 1711 | loss: 0.0312087 | val_loss: 0.0312192 | Time: 1557.13 ms [2022-03-31 12:25:22 main:574] : INFO : Epoch 1712 | loss: 0.031211 | val_loss: 0.0312182 | Time: 1572.38 ms [2022-03-31 12:25:24 main:574] : INFO : Epoch 1713 | loss: 0.0312096 | val_loss: 0.0312151 | Time: 1591.85 ms [2022-03-31 12:25:25 main:574] : INFO : Epoch 1714 | loss: 0.031211 | val_loss: 0.0312204 | Time: 1637.82 ms [2022-03-31 12:25:27 main:574] : INFO : Epoch 1715 | loss: 0.0312102 | val_loss: 0.031217 | Time: 1561.71 ms [2022-03-31 12:25:28 main:574] : INFO : Epoch 1716 | loss: 0.0312098 | val_loss: 0.0312222 | Time: 1231.48 ms [2022-03-31 12:25:29 main:574] : INFO : Epoch 1717 | loss: 0.0312165 | val_loss: 0.0312173 | Time: 1392.37 ms [2022-03-31 12:25:31 main:574] : INFO : Epoch 1718 | loss: 0.0312094 | val_loss: 0.0312156 | Time: 1570.53 ms [2022-03-31 12:25:33 main:574] : INFO : Epoch 1719 | loss: 0.0312074 | val_loss: 0.0312152 | Time: 1594.26 ms [2022-03-31 12:25:34 main:574] : INFO : Epoch 1720 | loss: 0.0312074 | val_loss: 0.0312155 | Time: 1556.51 ms [2022-03-31 12:25:36 main:574] : INFO : Epoch 1721 | loss: 0.0312073 | val_loss: 0.0312164 | Time: 1559.78 ms [2022-03-31 12:25:37 main:574] : INFO : Epoch 1722 | loss: 0.0312065 | val_loss: 0.0312141 | Time: 1594.97 ms [2022-03-31 12:25:38 main:574] : INFO : Epoch 1723 | loss: 0.031208 | val_loss: 0.0312137 | Time: 1058.5 ms [2022-03-31 12:25:40 main:574] : INFO : Epoch 1724 | loss: 0.0312074 | val_loss: 0.0312185 | Time: 1609.69 ms [2022-03-31 12:25:42 main:574] : INFO : Epoch 1725 | loss: 0.0312066 | val_loss: 0.031214 | Time: 1607.41 ms [2022-03-31 12:25:43 main:574] : INFO : Epoch 1726 | loss: 0.0312093 | val_loss: 0.0312137 | Time: 1577.14 ms [2022-03-31 12:25:45 main:574] : INFO : Epoch 1727 | loss: 0.0312075 | val_loss: 0.0312142 | Time: 1562.57 ms [2022-03-31 12:25:46 main:574] : INFO : Epoch 1728 | loss: 0.0312051 | val_loss: 0.0312148 | Time: 1554.39 ms [2022-03-31 12:25:48 main:574] : INFO : Epoch 1729 | loss: 0.031205 | val_loss: 0.0312167 | Time: 1460.35 ms [2022-03-31 12:25:49 main:574] : INFO : Epoch 1730 | loss: 0.0312047 | val_loss: 0.0312137 | Time: 1196.76 ms [2022-03-31 12:25:51 main:574] : INFO : Epoch 1731 | loss: 0.0312055 | val_loss: 0.0312199 | Time: 1524.66 ms [2022-03-31 12:25:52 main:574] : INFO : Epoch 1732 | loss: 0.0312071 | val_loss: 0.0312235 | Time: 1579.19 ms [2022-03-31 12:25:54 main:574] : INFO : Epoch 1733 | loss: 0.031208 | val_loss: 0.0312137 | Time: 1532.94 ms [2022-03-31 12:25:55 main:574] : INFO : Epoch 1734 | loss: 0.0312121 | val_loss: 0.0312301 | Time: 1531.45 ms [2022-03-31 12:25:57 main:574] : INFO : Epoch 1735 | loss: 0.0312088 | val_loss: 0.0312181 | Time: 1544.58 ms [2022-03-31 12:25:58 main:574] : INFO : Epoch 1736 | loss: 0.0312034 | val_loss: 0.0312173 | Time: 1313.83 ms [2022-03-31 12:25:59 main:574] : INFO : Epoch 1737 | loss: 0.031208 | val_loss: 0.0312138 | Time: 1320.99 ms [2022-03-31 12:26:01 main:574] : INFO : Epoch 1738 | loss: 0.0312074 | val_loss: 0.0312159 | Time: 1558.53 ms [2022-03-31 12:26:02 main:574] : INFO : Epoch 1739 | loss: 0.0312034 | val_loss: 0.031214 | Time: 1580.94 ms [2022-03-31 12:26:04 main:574] : INFO : Epoch 1740 | loss: 0.0312029 | val_loss: 0.0312134 | Time: 1578.33 ms [2022-03-31 12:26:06 main:574] : INFO : Epoch 1741 | loss: 0.0312021 | val_loss: 0.0312135 | Time: 1565.69 ms [2022-03-31 12:26:07 main:574] : INFO : Epoch 1742 | loss: 0.0312032 | val_loss: 0.0312157 | Time: 1567.54 ms [2022-03-31 12:26:08 main:574] : INFO : Epoch 1743 | loss: 0.031203 | val_loss: 0.0312155 | Time: 1125.3 ms [2022-03-31 12:26:10 main:574] : INFO : Epoch 1744 | loss: 0.0312023 | val_loss: 0.0312136 | Time: 1443.63 ms [2022-03-31 12:26:11 main:574] : INFO : Epoch 1745 | loss: 0.0312011 | val_loss: 0.0312161 | Time: 1556.44 ms [2022-03-31 12:26:13 main:574] : INFO : Epoch 1746 | loss: 0.031202 | val_loss: 0.0312137 | Time: 1595.99 ms [2022-03-31 12:26:14 main:574] : INFO : Epoch 1747 | loss: 0.0312032 | val_loss: 0.0312298 | Time: 1554.97 ms [2022-03-31 12:26:16 main:574] : INFO : Epoch 1748 | loss: 0.0312059 | val_loss: 0.0312191 | Time: 1556.23 ms [2022-03-31 12:26:18 main:574] : INFO : Epoch 1749 | loss: 0.0312025 | val_loss: 0.0312141 | Time: 1539.78 ms [2022-03-31 12:26:19 main:574] : INFO : Epoch 1750 | loss: 0.031201 | val_loss: 0.0312159 | Time: 1032.56 ms [2022-03-31 12:26:20 main:574] : INFO : Epoch 1751 | loss: 0.0312013 | val_loss: 0.031218 | Time: 1553.84 ms [2022-03-31 12:26:22 main:574] : INFO : Epoch 1752 | loss: 0.031201 | val_loss: 0.0312149 | Time: 1592 ms [2022-03-31 12:26:23 main:574] : INFO : Epoch 1753 | loss: 0.0312006 | val_loss: 0.0312146 | Time: 1560.47 ms [2022-03-31 12:26:25 main:574] : INFO : Epoch 1754 | loss: 0.0312007 | val_loss: 0.0312187 | Time: 1541.78 ms [2022-03-31 12:26:26 main:574] : INFO : Epoch 1755 | loss: 0.0312009 | val_loss: 0.0312147 | Time: 1568.37 ms [2022-03-31 12:26:28 main:574] : INFO : Epoch 1756 | loss: 0.0311995 | val_loss: 0.0312146 | Time: 1423.63 ms [2022-03-31 12:26:29 main:574] : INFO : Epoch 1757 | loss: 0.0311993 | val_loss: 0.0312146 | Time: 1158.89 ms [2022-03-31 12:26:31 main:574] : INFO : Epoch 1758 | loss: 0.0312004 | val_loss: 0.0312212 | Time: 1600.98 ms [2022-03-31 12:26:32 main:574] : INFO : Epoch 1759 | loss: 0.0311999 | val_loss: 0.0312158 | Time: 1573.96 ms [2022-03-31 12:26:34 main:574] : INFO : Epoch 1760 | loss: 0.0311997 | val_loss: 0.0312189 | Time: 1569.94 ms [2022-03-31 12:26:35 main:574] : INFO : Epoch 1761 | loss: 0.0312003 | val_loss: 0.0312139 | Time: 1567.54 ms [2022-03-31 12:26:37 main:574] : INFO : Epoch 1762 | loss: 0.0312024 | val_loss: 0.0312185 | Time: 1567.96 ms [2022-03-31 12:26:38 main:574] : INFO : Epoch 1763 | loss: 0.0312003 | val_loss: 0.0312155 | Time: 1243.68 ms [2022-03-31 12:26:40 main:574] : INFO : Epoch 1764 | loss: 0.0311984 | val_loss: 0.0312184 | Time: 1334.3 ms [2022-03-31 12:26:41 main:574] : INFO : Epoch 1765 | loss: 0.0311998 | val_loss: 0.0312168 | Time: 1591.97 ms [2022-03-31 12:26:43 main:574] : INFO : Epoch 1766 | loss: 0.031201 | val_loss: 0.0312132 | Time: 1569.17 ms [2022-03-31 12:26:44 main:574] : INFO : Epoch 1767 | loss: 0.0311991 | val_loss: 0.0312167 | Time: 1528.81 ms [2022-03-31 12:26:46 main:574] : INFO : Epoch 1768 | loss: 0.0311988 | val_loss: 0.0312145 | Time: 1617.58 ms [2022-03-31 12:26:47 main:574] : INFO : Epoch 1769 | loss: 0.0311979 | val_loss: 0.0312146 | Time: 1570.34 ms [2022-03-31 12:26:48 main:574] : INFO : Epoch 1770 | loss: 0.0311977 | val_loss: 0.0312148 | Time: 1071.74 ms [2022-03-31 12:26:50 main:574] : INFO : Epoch 1771 | loss: 0.0311979 | val_loss: 0.0312171 | Time: 1526.83 ms [2022-03-31 12:26:52 main:574] : INFO : Epoch 1772 | loss: 0.0311984 | val_loss: 0.0312154 | Time: 1567.28 ms [2022-03-31 12:26:53 main:574] : INFO : Epoch 1773 | loss: 0.0311982 | val_loss: 0.0312136 | Time: 1551.27 ms [2022-03-31 12:26:55 main:574] : INFO : Epoch 1774 | loss: 0.0311968 | val_loss: 0.0312146 | Time: 1580.68 ms [2022-03-31 12:26:56 main:574] : INFO : Epoch 1775 | loss: 0.0311968 | val_loss: 0.0312158 | Time: 1554.6 ms [2022-03-31 12:26:58 main:574] : INFO : Epoch 1776 | loss: 0.031196 | val_loss: 0.0312159 | Time: 1508.49 ms [2022-03-31 12:26:59 main:574] : INFO : Epoch 1777 | loss: 0.0311979 | val_loss: 0.0312148 | Time: 1155.53 ms [2022-03-31 12:27:01 main:574] : INFO : Epoch 1778 | loss: 0.031198 | val_loss: 0.0312238 | Time: 1605.65 ms [2022-03-31 12:27:02 main:574] : INFO : Epoch 1779 | loss: 0.0311983 | val_loss: 0.0312177 | Time: 1617.99 ms [2022-03-31 12:27:04 main:574] : INFO : Epoch 1780 | loss: 0.0311976 | val_loss: 0.0312142 | Time: 1583.92 ms [2022-03-31 12:27:05 main:574] : INFO : Epoch 1781 | loss: 0.0311964 | val_loss: 0.0312156 | Time: 1558.49 ms [2022-03-31 12:27:07 main:574] : INFO : Epoch 1782 | loss: 0.0311954 | val_loss: 0.0312143 | Time: 1611.5 ms [2022-03-31 12:27:08 main:574] : INFO : Epoch 1783 | loss: 0.0311955 | val_loss: 0.0312143 | Time: 1253.21 ms [2022-03-31 12:27:09 main:574] : INFO : Epoch 1784 | loss: 0.0311951 | val_loss: 0.0312137 | Time: 1316.42 ms [2022-03-31 12:27:11 main:574] : INFO : Epoch 1785 | loss: 0.031195 | val_loss: 0.0312139 | Time: 1563.14 ms [2022-03-31 12:27:13 main:574] : INFO : Epoch 1786 | loss: 0.0311945 | val_loss: 0.0312149 | Time: 1592.3 ms [2022-03-31 12:27:14 main:574] : INFO : Epoch 1787 | loss: 0.0311955 | val_loss: 0.0312178 | Time: 1586.82 ms [2022-03-31 12:27:16 main:574] : INFO : Epoch 1788 | loss: 0.0311949 | val_loss: 0.0312205 | Time: 1568.2 ms [2022-03-31 12:27:17 main:574] : INFO : Epoch 1789 | loss: 0.0312 | val_loss: 0.0312141 | Time: 1554.36 ms [2022-03-31 12:27:18 main:574] : INFO : Epoch 1790 | loss: 0.0311938 | val_loss: 0.031217 | Time: 1102.94 ms [2022-03-31 12:27:20 main:574] : INFO : Epoch 1791 | loss: 0.031195 | val_loss: 0.0312145 | Time: 1512.16 ms [2022-03-31 12:27:22 main:574] : INFO : Epoch 1792 | loss: 0.0311936 | val_loss: 0.0312123 | Time: 1571.33 ms [2022-03-31 12:27:23 main:574] : INFO : Epoch 1793 | loss: 0.0311933 | val_loss: 0.0312148 | Time: 1561.06 ms [2022-03-31 12:27:25 main:574] : INFO : Epoch 1794 | loss: 0.0311966 | val_loss: 0.0312194 | Time: 1591.23 ms [2022-03-31 12:27:26 main:574] : INFO : Epoch 1795 | loss: 0.0311963 | val_loss: 0.0312178 | Time: 1555.59 ms [2022-03-31 12:27:28 main:574] : INFO : Epoch 1796 | loss: 0.0311943 | val_loss: 0.0312186 | Time: 1491.65 ms [2022-03-31 12:27:29 main:574] : INFO : Epoch 1797 | loss: 0.031193 | val_loss: 0.0312154 | Time: 1116.04 ms [2022-03-31 12:27:30 main:574] : INFO : Epoch 1798 | loss: 0.0311948 | val_loss: 0.0312169 | Time: 1561.87 ms [2022-03-31 12:27:32 main:574] : INFO : Epoch 1799 | loss: 0.0311956 | val_loss: 0.0312159 | Time: 1535.06 ms [2022-03-31 12:27:34 main:574] : INFO : Epoch 1800 | loss: 0.0311943 | val_loss: 0.0312129 | Time: 1581.59 ms [2022-03-31 12:27:35 main:574] : INFO : Epoch 1801 | loss: 0.0311937 | val_loss: 0.0312128 | Time: 1586.68 ms [2022-03-31 12:27:37 main:574] : INFO : Epoch 1802 | loss: 0.0311952 | val_loss: 0.0312179 | Time: 1571.61 ms [2022-03-31 12:27:38 main:574] : INFO : Epoch 1803 | loss: 0.0311929 | val_loss: 0.0312118 | Time: 1339.3 ms [2022-03-31 12:27:39 main:574] : INFO : Epoch 1804 | loss: 0.0311943 | val_loss: 0.0312187 | Time: 1240.58 ms [2022-03-31 12:27:41 main:574] : INFO : Epoch 1805 | loss: 0.0311952 | val_loss: 0.031213 | Time: 1574.33 ms [2022-03-31 12:27:42 main:574] : INFO : Epoch 1806 | loss: 0.0311921 | val_loss: 0.0312129 | Time: 1547.01 ms [2022-03-31 12:27:44 main:574] : INFO : Epoch 1807 | loss: 0.0311916 | val_loss: 0.0312206 | Time: 1536.86 ms [2022-03-31 12:27:46 main:574] : INFO : Epoch 1808 | loss: 0.0311921 | val_loss: 0.0312134 | Time: 1603.64 ms [2022-03-31 12:27:47 main:574] : INFO : Epoch 1809 | loss: 0.0311923 | val_loss: 0.031213 | Time: 1536.3 ms [2022-03-31 12:27:48 main:574] : INFO : Epoch 1810 | loss: 0.0311949 | val_loss: 0.0312161 | Time: 1238.06 ms [2022-03-31 12:27:50 main:574] : INFO : Epoch 1811 | loss: 0.0311938 | val_loss: 0.031211 | Time: 1384.89 ms [2022-03-31 12:27:51 main:574] : INFO : Epoch 1812 | loss: 0.0311939 | val_loss: 0.0312116 | Time: 1525.59 ms [2022-03-31 12:27:53 main:574] : INFO : Epoch 1813 | loss: 0.0311923 | val_loss: 0.0312101 | Time: 1617.47 ms [2022-03-31 12:27:55 main:574] : INFO : Epoch 1814 | loss: 0.0311912 | val_loss: 0.0312152 | Time: 1608.35 ms [2022-03-31 12:27:56 main:574] : INFO : Epoch 1815 | loss: 0.0311915 | val_loss: 0.0312128 | Time: 1573.72 ms [2022-03-31 12:27:58 main:574] : INFO : Epoch 1816 | loss: 0.0311895 | val_loss: 0.0312103 | Time: 1558.99 ms [2022-03-31 12:27:59 main:574] : INFO : Epoch 1817 | loss: 0.0311895 | val_loss: 0.0312143 | Time: 1055.05 ms [2022-03-31 12:28:00 main:574] : INFO : Epoch 1818 | loss: 0.0311901 | val_loss: 0.0312143 | Time: 1529.08 ms [2022-03-31 12:28:02 main:574] : INFO : Epoch 1819 | loss: 0.0311894 | val_loss: 0.0312111 | Time: 1578.02 ms [2022-03-31 12:28:03 main:574] : INFO : Epoch 1820 | loss: 0.0311901 | val_loss: 0.0312136 | Time: 1582.48 ms [2022-03-31 12:28:05 main:574] : INFO : Epoch 1821 | loss: 0.0311949 | val_loss: 0.0312152 | Time: 1589.67 ms [2022-03-31 12:28:07 main:574] : INFO : Epoch 1822 | loss: 0.0311906 | val_loss: 0.0312125 | Time: 1594.17 ms [2022-03-31 12:28:08 main:574] : INFO : Epoch 1823 | loss: 0.031189 | val_loss: 0.0312124 | Time: 1403.32 ms [2022-03-31 12:28:09 main:574] : INFO : Epoch 1824 | loss: 0.0311895 | val_loss: 0.0312126 | Time: 1181.98 ms [2022-03-31 12:28:11 main:574] : INFO : Epoch 1825 | loss: 0.0311897 | val_loss: 0.031215 | Time: 1580.96 ms [2022-03-31 12:28:12 main:574] : INFO : Epoch 1826 | loss: 0.0311897 | val_loss: 0.0312137 | Time: 1552.3 ms [2022-03-31 12:28:14 main:574] : INFO : Epoch 1827 | loss: 0.0311899 | val_loss: 0.0312151 | Time: 1584.42 ms [2022-03-31 12:28:15 main:574] : INFO : Epoch 1828 | loss: 0.03119 | val_loss: 0.0312112 | Time: 1584.57 ms [2022-03-31 12:28:17 main:574] : INFO : Epoch 1829 | loss: 0.0311897 | val_loss: 0.0312133 | Time: 1584.08 ms [2022-03-31 12:28:18 main:574] : INFO : Epoch 1830 | loss: 0.0311885 | val_loss: 0.0312091 | Time: 1300.37 ms [2022-03-31 12:28:20 main:574] : INFO : Epoch 1831 | loss: 0.0311884 | val_loss: 0.0312179 | Time: 1425.02 ms [2022-03-31 12:28:21 main:574] : INFO : Epoch 1832 | loss: 0.0311898 | val_loss: 0.0312196 | Time: 1559.87 ms [2022-03-31 12:28:23 main:574] : INFO : Epoch 1833 | loss: 0.0311909 | val_loss: 0.0312149 | Time: 1592.04 ms [2022-03-31 12:28:24 main:574] : INFO : Epoch 1834 | loss: 0.0311872 | val_loss: 0.0312161 | Time: 1539.68 ms [2022-03-31 12:28:26 main:574] : INFO : Epoch 1835 | loss: 0.0311875 | val_loss: 0.0312124 | Time: 1606.07 ms [2022-03-31 12:28:28 main:574] : INFO : Epoch 1836 | loss: 0.0311867 | val_loss: 0.0312107 | Time: 1567.25 ms [2022-03-31 12:28:29 main:574] : INFO : Epoch 1837 | loss: 0.0311859 | val_loss: 0.0312117 | Time: 1057.24 ms [2022-03-31 12:28:30 main:574] : INFO : Epoch 1838 | loss: 0.0311873 | val_loss: 0.0312175 | Time: 1566.36 ms [2022-03-31 12:28:32 main:574] : INFO : Epoch 1839 | loss: 0.0311878 | val_loss: 0.0312141 | Time: 1571.63 ms [2022-03-31 12:28:33 main:574] : INFO : Epoch 1840 | loss: 0.0311876 | val_loss: 0.0312104 | Time: 1582.37 ms [2022-03-31 12:28:35 main:574] : INFO : Epoch 1841 | loss: 0.0311855 | val_loss: 0.0312123 | Time: 1585.95 ms [2022-03-31 12:28:37 main:574] : INFO : Epoch 1842 | loss: 0.0311869 | val_loss: 0.0312185 | Time: 1529.6 ms [2022-03-31 12:28:38 main:574] : INFO : Epoch 1843 | loss: 0.031187 | val_loss: 0.0312114 | Time: 1467.74 ms [2022-03-31 12:28:39 main:574] : INFO : Epoch 1844 | loss: 0.0311856 | val_loss: 0.031213 | Time: 1140.45 ms [2022-03-31 12:28:41 main:574] : INFO : Epoch 1845 | loss: 0.0311857 | val_loss: 0.0312125 | Time: 1560.84 ms [2022-03-31 12:28:42 main:574] : INFO : Epoch 1846 | loss: 0.0311855 | val_loss: 0.0312133 | Time: 1557.4 ms [2022-03-31 12:28:44 main:574] : INFO : Epoch 1847 | loss: 0.0311842 | val_loss: 0.0312137 | Time: 1600.8 ms [2022-03-31 12:28:46 main:574] : INFO : Epoch 1848 | loss: 0.0311847 | val_loss: 0.0312133 | Time: 1613.39 ms [2022-03-31 12:28:47 main:574] : INFO : Epoch 1849 | loss: 0.0311846 | val_loss: 0.0312069 | Time: 1554.33 ms [2022-03-31 12:28:48 main:574] : INFO : Epoch 1850 | loss: 0.0311859 | val_loss: 0.0312129 | Time: 1289.53 ms [2022-03-31 12:28:50 main:574] : INFO : Epoch 1851 | loss: 0.0311857 | val_loss: 0.0312194 | Time: 1337.42 ms [2022-03-31 12:28:51 main:574] : INFO : Epoch 1852 | loss: 0.0311873 | val_loss: 0.0312148 | Time: 1535.69 ms [2022-03-31 12:28:53 main:574] : INFO : Epoch 1853 | loss: 0.0311867 | val_loss: 0.0312123 | Time: 1554.82 ms [2022-03-31 12:28:54 main:574] : INFO : Epoch 1854 | loss: 0.031185 | val_loss: 0.0312129 | Time: 1544.56 ms [2022-03-31 12:28:56 main:574] : INFO : Epoch 1855 | loss: 0.0311837 | val_loss: 0.0312155 | Time: 1572 ms [2022-03-31 12:28:57 main:574] : INFO : Epoch 1856 | loss: 0.0311833 | val_loss: 0.0312119 | Time: 1553.66 ms [2022-03-31 12:28:59 main:574] : INFO : Epoch 1857 | loss: 0.0311836 | val_loss: 0.0312113 | Time: 1145.49 ms [2022-03-31 12:29:00 main:574] : INFO : Epoch 1858 | loss: 0.0311841 | val_loss: 0.0312134 | Time: 1466.46 ms [2022-03-31 12:29:02 main:574] : INFO : Epoch 1859 | loss: 0.0311827 | val_loss: 0.0312126 | Time: 1565.41 ms [2022-03-31 12:29:03 main:574] : INFO : Epoch 1860 | loss: 0.0311828 | val_loss: 0.0312163 | Time: 1576.13 ms [2022-03-31 12:29:05 main:574] : INFO : Epoch 1861 | loss: 0.0311834 | val_loss: 0.0312129 | Time: 1571.74 ms [2022-03-31 12:29:06 main:574] : INFO : Epoch 1862 | loss: 0.0311848 | val_loss: 0.0312261 | Time: 1582.23 ms [2022-03-31 12:29:08 main:574] : INFO : Epoch 1863 | loss: 0.0311834 | val_loss: 0.031211 | Time: 1532.86 ms [2022-03-31 12:29:09 main:574] : INFO : Epoch 1864 | loss: 0.0311838 | val_loss: 0.0312237 | Time: 1093.04 ms [2022-03-31 12:29:11 main:574] : INFO : Epoch 1865 | loss: 0.0311824 | val_loss: 0.031212 | Time: 1600.37 ms [2022-03-31 12:29:12 main:574] : INFO : Epoch 1866 | loss: 0.0311812 | val_loss: 0.0312136 | Time: 1587.74 ms [2022-03-31 12:29:14 main:574] : INFO : Epoch 1867 | loss: 0.0311849 | val_loss: 0.0312201 | Time: 1560.09 ms [2022-03-31 12:29:15 main:574] : INFO : Epoch 1868 | loss: 0.0311852 | val_loss: 0.0312159 | Time: 1486.97 ms [2022-03-31 12:29:17 main:574] : INFO : Epoch 1869 | loss: 0.0311848 | val_loss: 0.0312132 | Time: 1603.22 ms [2022-03-31 12:29:18 main:574] : INFO : Epoch 1870 | loss: 0.0311859 | val_loss: 0.0312163 | Time: 1371.53 ms [2022-03-31 12:29:19 main:574] : INFO : Epoch 1871 | loss: 0.0311821 | val_loss: 0.0312149 | Time: 1238.35 ms [2022-03-31 12:29:21 main:574] : INFO : Epoch 1872 | loss: 0.0311808 | val_loss: 0.0312145 | Time: 1594.88 ms [2022-03-31 12:29:23 main:574] : INFO : Epoch 1873 | loss: 0.0311795 | val_loss: 0.0312176 | Time: 1574.81 ms [2022-03-31 12:29:24 main:574] : INFO : Epoch 1874 | loss: 0.03118 | val_loss: 0.0312112 | Time: 1573.02 ms [2022-03-31 12:29:26 main:574] : INFO : Epoch 1875 | loss: 0.0311812 | val_loss: 0.0312154 | Time: 1594.7 ms [2022-03-31 12:29:27 main:574] : INFO : Epoch 1876 | loss: 0.031179 | val_loss: 0.0312142 | Time: 1567.83 ms [2022-03-31 12:29:29 main:574] : INFO : Epoch 1877 | loss: 0.0311813 | val_loss: 0.0312189 | Time: 1162.64 ms [2022-03-31 12:29:30 main:574] : INFO : Epoch 1878 | loss: 0.0311831 | val_loss: 0.0312136 | Time: 1441.6 ms [2022-03-31 12:29:32 main:574] : INFO : Epoch 1879 | loss: 0.0311803 | val_loss: 0.0312208 | Time: 1596.55 ms [2022-03-31 12:29:33 main:574] : INFO : Epoch 1880 | loss: 0.0311789 | val_loss: 0.0312117 | Time: 1561.19 ms [2022-03-31 12:29:35 main:574] : INFO : Epoch 1881 | loss: 0.0311849 | val_loss: 0.0312112 | Time: 1546.97 ms [2022-03-31 12:29:36 main:574] : INFO : Epoch 1882 | loss: 0.0311858 | val_loss: 0.0312086 | Time: 1583.79 ms [2022-03-31 12:29:38 main:574] : INFO : Epoch 1883 | loss: 0.031182 | val_loss: 0.031211 | Time: 1567.72 ms [2022-03-31 12:29:39 main:574] : INFO : Epoch 1884 | loss: 0.0311833 | val_loss: 0.0312077 | Time: 1087.37 ms [2022-03-31 12:29:41 main:574] : INFO : Epoch 1885 | loss: 0.0311808 | val_loss: 0.0312115 | Time: 1565.04 ms [2022-03-31 12:29:42 main:574] : INFO : Epoch 1886 | loss: 0.0311797 | val_loss: 0.0312096 | Time: 1584.28 ms [2022-03-31 12:29:44 main:574] : INFO : Epoch 1887 | loss: 0.0311814 | val_loss: 0.0312129 | Time: 1534.97 ms [2022-03-31 12:29:45 main:574] : INFO : Epoch 1888 | loss: 0.0311807 | val_loss: 0.0312114 | Time: 1524.3 ms [2022-03-31 12:29:47 main:574] : INFO : Epoch 1889 | loss: 0.0311799 | val_loss: 0.0312134 | Time: 1560.25 ms [2022-03-31 12:29:48 main:574] : INFO : Epoch 1890 | loss: 0.0311791 | val_loss: 0.031212 | Time: 1387.37 ms [2022-03-31 12:29:49 main:574] : INFO : Epoch 1891 | loss: 0.0311784 | val_loss: 0.0312156 | Time: 1170.97 ms [2022-03-31 12:29:51 main:574] : INFO : Epoch 1892 | loss: 0.0311776 | val_loss: 0.0312119 | Time: 1571.75 ms [2022-03-31 12:29:52 main:574] : INFO : Epoch 1893 | loss: 0.0311773 | val_loss: 0.0312195 | Time: 1579.49 ms [2022-03-31 12:29:54 main:574] : INFO : Epoch 1894 | loss: 0.0311785 | val_loss: 0.0312084 | Time: 1551.76 ms [2022-03-31 12:29:56 main:574] : INFO : Epoch 1895 | loss: 0.0311772 | val_loss: 0.0312074 | Time: 1589.79 ms [2022-03-31 12:29:57 main:574] : INFO : Epoch 1896 | loss: 0.0311776 | val_loss: 0.0312122 | Time: 1533.87 ms [2022-03-31 12:29:59 main:574] : INFO : Epoch 1897 | loss: 0.0311811 | val_loss: 0.0312099 | Time: 1368.93 ms [2022-03-31 12:30:00 main:574] : INFO : Epoch 1898 | loss: 0.0311804 | val_loss: 0.0312158 | Time: 1476.01 ms [2022-03-31 12:30:02 main:574] : INFO : Epoch 1899 | loss: 0.0311773 | val_loss: 0.0312108 | Time: 1561.03 ms [2022-03-31 12:30:03 main:574] : INFO : Epoch 1900 | loss: 0.0311747 | val_loss: 0.031216 | Time: 1520.16 ms [2022-03-31 12:30:05 main:574] : INFO : Epoch 1901 | loss: 0.0311766 | val_loss: 0.0312105 | Time: 1562.26 ms [2022-03-31 12:30:06 main:574] : INFO : Epoch 1902 | loss: 0.0311784 | val_loss: 0.0312107 | Time: 1579.32 ms [2022-03-31 12:30:08 main:574] : INFO : Epoch 1903 | loss: 0.0311761 | val_loss: 0.0312096 | Time: 1597.9 ms [2022-03-31 12:30:09 main:574] : INFO : Epoch 1904 | loss: 0.0311776 | val_loss: 0.0312123 | Time: 1033.54 ms [2022-03-31 12:30:10 main:574] : INFO : Epoch 1905 | loss: 0.031178 | val_loss: 0.0312122 | Time: 1568.93 ms [2022-03-31 12:30:12 main:574] : INFO : Epoch 1906 | loss: 0.0311761 | val_loss: 0.0312152 | Time: 1592.04 ms [2022-03-31 12:30:14 main:574] : INFO : Epoch 1907 | loss: 0.0311744 | val_loss: 0.0312134 | Time: 1564.35 ms [2022-03-31 12:30:15 main:574] : INFO : Epoch 1908 | loss: 0.0311761 | val_loss: 0.0312164 | Time: 1624.35 ms [2022-03-31 12:30:17 main:574] : INFO : Epoch 1909 | loss: 0.0311757 | val_loss: 0.0312156 | Time: 1586.61 ms [2022-03-31 12:30:18 main:574] : INFO : Epoch 1910 | loss: 0.0311752 | val_loss: 0.0312222 | Time: 1445.91 ms [2022-03-31 12:30:19 main:574] : INFO : Epoch 1911 | loss: 0.0311739 | val_loss: 0.0312099 | Time: 1217.51 ms [2022-03-31 12:30:21 main:574] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.0312181 | Time: 1559.87 ms [2022-03-31 12:30:23 main:574] : INFO : Epoch 1913 | loss: 0.0311764 | val_loss: 0.0312157 | Time: 1576.28 ms [2022-03-31 12:30:24 main:574] : INFO : Epoch 1914 | loss: 0.0311743 | val_loss: 0.0312142 | Time: 1533.14 ms [2022-03-31 12:30:26 main:574] : INFO : Epoch 1915 | loss: 0.0311742 | val_loss: 0.0312151 | Time: 1611.15 ms [2022-03-31 12:30:27 main:574] : INFO : Epoch 1916 | loss: 0.0311745 | val_loss: 0.0312129 | Time: 1606.4 ms [2022-03-31 12:30:29 main:574] : INFO : Epoch 1917 | loss: 0.031177 | val_loss: 0.031205 | Time: 1218.9 ms [2022-03-31 12:30:30 main:574] : INFO : Epoch 1918 | loss: 0.03118 | val_loss: 0.0312071 | Time: 1411.82 ms [2022-03-31 12:30:32 main:574] : INFO : Epoch 1919 | loss: 0.0311745 | val_loss: 0.0312069 | Time: 1583.64 ms [2022-03-31 12:30:33 main:574] : INFO : Epoch 1920 | loss: 0.0311748 | val_loss: 0.0312144 | Time: 1485.45 ms [2022-03-31 12:30:35 main:574] : INFO : Epoch 1921 | loss: 0.0311724 | val_loss: 0.0312083 | Time: 1510.49 ms [2022-03-31 12:30:36 main:574] : INFO : Epoch 1922 | loss: 0.0311723 | val_loss: 0.0312148 | Time: 1559.38 ms [2022-03-31 12:30:38 main:574] : INFO : Epoch 1923 | loss: 0.0311735 | val_loss: 0.0312197 | Time: 1611.03 ms [2022-03-31 12:30:39 main:574] : INFO : Epoch 1924 | loss: 0.0311726 | val_loss: 0.0312151 | Time: 1055.49 ms [2022-03-31 12:30:40 main:574] : INFO : Epoch 1925 | loss: 0.031172 | val_loss: 0.0312141 | Time: 1539.92 ms [2022-03-31 12:30:42 main:574] : INFO : Epoch 1926 | loss: 0.0311738 | val_loss: 0.031214 | Time: 1623.32 ms [2022-03-31 12:30:44 main:574] : INFO : Epoch 1927 | loss: 0.0311772 | val_loss: 0.0312173 | Time: 1588.88 ms [2022-03-31 12:30:45 main:574] : INFO : Epoch 1928 | loss: 0.031179 | val_loss: 0.0312152 | Time: 1580.89 ms [2022-03-31 12:30:47 main:574] : INFO : Epoch 1929 | loss: 0.0311736 | val_loss: 0.0312148 | Time: 1520.91 ms [2022-03-31 12:30:48 main:574] : INFO : Epoch 1930 | loss: 0.031171 | val_loss: 0.0312132 | Time: 1454.29 ms [2022-03-31 12:30:49 main:574] : INFO : Epoch 1931 | loss: 0.0311727 | val_loss: 0.0312109 | Time: 1151.82 ms [2022-03-31 12:30:51 main:574] : INFO : Epoch 1932 | loss: 0.031172 | val_loss: 0.0312181 | Time: 1515.74 ms [2022-03-31 12:30:52 main:574] : INFO : Epoch 1933 | loss: 0.031173 | val_loss: 0.031212 | Time: 1512.04 ms [2022-03-31 12:30:54 main:574] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0312181 | Time: 1529.91 ms [2022-03-31 12:30:55 main:574] : INFO : Epoch 1935 | loss: 0.0311741 | val_loss: 0.0312183 | Time: 1561.73 ms [2022-03-31 12:30:57 main:574] : INFO : Epoch 1936 | loss: 0.0311765 | val_loss: 0.0312127 | Time: 1568.16 ms [2022-03-31 12:30:58 main:574] : INFO : Epoch 1937 | loss: 0.0311752 | val_loss: 0.0312139 | Time: 1351.63 ms [2022-03-31 12:31:00 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.031209 | Time: 1199.46 ms [2022-03-31 12:31:01 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0312109 | Time: 1551.57 ms [2022-03-31 12:31:03 main:574] : INFO : Epoch 1940 | loss: 0.031173 | val_loss: 0.0312096 | Time: 1548.09 ms [2022-03-31 12:31:04 main:574] : INFO : Epoch 1941 | loss: 0.0311711 | val_loss: 0.0312083 | Time: 1586.94 ms [2022-03-31 12:31:06 main:574] : INFO : Epoch 1942 | loss: 0.0311708 | val_loss: 0.0312176 | Time: 1535.13 ms [2022-03-31 12:31:07 main:574] : INFO : Epoch 1943 | loss: 0.0311728 | val_loss: 0.0312084 | Time: 1546.66 ms [2022-03-31 12:31:09 main:574] : INFO : Epoch 1944 | loss: 0.0311716 | val_loss: 0.0312171 | Time: 1230.63 ms [2022-03-31 12:31:10 main:574] : INFO : Epoch 1945 | loss: 0.0311704 | val_loss: 0.0312185 | Time: 1305.55 ms [2022-03-31 12:31:11 main:574] : INFO : Epoch 1946 | loss: 0.0311791 | val_loss: 0.0312059 | Time: 1534.9 ms [2022-03-31 12:31:13 main:574] : INFO : Epoch 1947 | loss: 0.0311776 | val_loss: 0.0312172 | Time: 1575.95 ms [2022-03-31 12:31:15 main:574] : INFO : Epoch 1948 | loss: 0.0311735 | val_loss: 0.0312123 | Time: 1583.21 ms [2022-03-31 12:31:16 main:574] : INFO : Epoch 1949 | loss: 0.0311711 | val_loss: 0.0312146 | Time: 1540.98 ms [2022-03-31 12:31:18 main:574] : INFO : Epoch 1950 | loss: 0.0311728 | val_loss: 0.0312049 | Time: 1603.48 ms [2022-03-31 12:31:19 main:574] : INFO : Epoch 1951 | loss: 0.0311717 | val_loss: 0.0312172 | Time: 1086.51 ms [2022-03-31 12:31:20 main:574] : INFO : Epoch 1952 | loss: 0.0311709 | val_loss: 0.0312061 | Time: 1449.15 ms [2022-03-31 12:31:22 main:574] : INFO : Epoch 1953 | loss: 0.0311692 | val_loss: 0.0312096 | Time: 1599.74 ms [2022-03-31 12:31:23 main:574] : INFO : Epoch 1954 | loss: 0.0311698 | val_loss: 0.0312206 | Time: 1613.36 ms [2022-03-31 12:31:25 main:574] : INFO : Epoch 1955 | loss: 0.0311674 | val_loss: 0.0312164 | Time: 1560.87 ms [2022-03-31 12:31:27 main:574] : INFO : Epoch 1956 | loss: 0.0311678 | val_loss: 0.0312137 | Time: 1541.81 ms [2022-03-31 12:31:28 main:574] : INFO : Epoch 1957 | loss: 0.0311692 | val_loss: 0.0312203 | Time: 1523.42 ms [2022-03-31 12:31:29 main:574] : INFO : Epoch 1958 | loss: 0.03117 | val_loss: 0.0312054 | Time: 1109.39 ms [2022-03-31 12:31:31 main:574] : INFO : Epoch 1959 | loss: 0.0311751 | val_loss: 0.0312102 | Time: 1580.94 ms [2022-03-31 12:31:32 main:574] : INFO : Epoch 1960 | loss: 0.0311706 | val_loss: 0.0312189 | Time: 1555.03 ms [2022-03-31 12:31:34 main:574] : INFO : Epoch 1961 | loss: 0.0311699 | val_loss: 0.0312071 | Time: 1577.23 ms [2022-03-31 12:31:35 main:574] : INFO : Epoch 1962 | loss: 0.0311678 | val_loss: 0.0312125 | Time: 1540.51 ms [2022-03-31 12:31:37 main:574] : INFO : Epoch 1963 | loss: 0.0311657 | val_loss: 0.0312252 | Time: 1623.26 ms [2022-03-31 12:31:38 main:574] : INFO : Epoch 1964 | loss: 0.0311692 | val_loss: 0.0312148 | Time: 1367.09 ms [2022-03-31 12:31:40 main:574] : INFO : Epoch 1965 | loss: 0.0311715 | val_loss: 0.0312174 | Time: 1219.03 ms [2022-03-31 12:31:41 main:574] : INFO : Epoch 1966 | loss: 0.0311695 | val_loss: 0.0312165 | Time: 1607.55 ms [2022-03-31 12:31:43 main:574] : INFO : Epoch 1967 | loss: 0.0311694 | val_loss: 0.0312131 | Time: 1575.32 ms [2022-03-31 12:31:44 main:574] : INFO : Epoch 1968 | loss: 0.0311661 | val_loss: 0.0312147 | Time: 1560.29 ms [2022-03-31 12:31:46 main:574] : INFO : Epoch 1969 | loss: 0.0311671 | val_loss: 0.0312172 | Time: 1557.15 ms [2022-03-31 12:31:48 main:574] : INFO : Epoch 1970 | loss: 0.031168 | val_loss: 0.0312171 | Time: 1559.02 ms [2022-03-31 12:31:49 main:574] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.0312157 | Time: 1248.98 ms [2022-03-31 12:31:50 main:574] : INFO : Epoch 1972 | loss: 0.0311706 | val_loss: 0.0312062 | Time: 1424.94 ms [2022-03-31 12:31:52 main:574] : INFO : Epoch 1973 | loss: 0.0311722 | val_loss: 0.0312094 | Time: 1570.83 ms [2022-03-31 12:31:53 main:574] : INFO : Epoch 1974 | loss: 0.0311724 | val_loss: 0.0312095 | Time: 1550.12 ms [2022-03-31 12:31:55 main:574] : INFO : Epoch 1975 | loss: 0.0311689 | val_loss: 0.0312159 | Time: 1569.24 ms [2022-03-31 12:31:57 main:574] : INFO : Epoch 1976 | loss: 0.0311688 | val_loss: 0.0312109 | Time: 1574.41 ms [2022-03-31 12:31:58 main:574] : INFO : Epoch 1977 | loss: 0.0311694 | val_loss: 0.0312138 | Time: 1538.89 ms [2022-03-31 12:31:59 main:574] : INFO : Epoch 1978 | loss: 0.0311665 | val_loss: 0.0312122 | Time: 1082.93 ms [2022-03-31 12:32:01 main:574] : INFO : Epoch 1979 | loss: 0.0311654 | val_loss: 0.0312122 | Time: 1561.98 ms [2022-03-31 12:32:02 main:574] : INFO : Epoch 1980 | loss: 0.031165 | val_loss: 0.0312131 | Time: 1538.51 ms [2022-03-31 12:32:04 main:574] : INFO : Epoch 1981 | loss: 0.0311682 | val_loss: 0.0312114 | Time: 1589.23 ms [2022-03-31 12:32:05 main:574] : INFO : Epoch 1982 | loss: 0.0311718 | val_loss: 0.0312245 | Time: 1555.3 ms [2022-03-31 12:32:07 main:574] : INFO : Epoch 1983 | loss: 0.0311703 | val_loss: 0.0312105 | Time: 1590.53 ms [2022-03-31 12:32:08 main:574] : INFO : Epoch 1984 | loss: 0.0311678 | val_loss: 0.0312199 | Time: 1431.85 ms [2022-03-31 12:32:10 main:574] : INFO : Epoch 1985 | loss: 0.0311672 | val_loss: 0.0312078 | Time: 1188.28 ms [2022-03-31 12:32:11 main:574] : INFO : Epoch 1986 | loss: 0.0311687 | val_loss: 0.0312048 | Time: 1577.64 ms [2022-03-31 12:32:13 main:574] : INFO : Epoch 1987 | loss: 0.0311701 | val_loss: 0.031212 | Time: 1539.78 ms [2022-03-31 12:32:14 main:574] : INFO : Epoch 1988 | loss: 0.0311695 | val_loss: 0.0312149 | Time: 1563 ms [2022-03-31 12:32:16 main:574] : INFO : Epoch 1989 | loss: 0.0311649 | val_loss: 0.0312045 | Time: 1586.12 ms [2022-03-31 12:32:17 main:574] : INFO : Epoch 1990 | loss: 0.031165 | val_loss: 0.0312194 | Time: 1582.31 ms [2022-03-31 12:32:19 main:574] : INFO : Epoch 1991 | loss: 0.0311679 | val_loss: 0.0312149 | Time: 1259.38 ms [2022-03-31 12:32:20 main:574] : INFO : Epoch 1992 | loss: 0.0311657 | val_loss: 0.0312108 | Time: 1359.8 ms [2022-03-31 12:32:22 main:574] : INFO : Epoch 1993 | loss: 0.0311655 | val_loss: 0.03122 | Time: 1550.13 ms [2022-03-31 12:32:23 main:574] : INFO : Epoch 1994 | loss: 0.0311647 | val_loss: 0.0312101 | Time: 1583.55 ms [2022-03-31 12:32:25 main:574] : INFO : Epoch 1995 | loss: 0.031167 | val_loss: 0.0312256 | Time: 1587.32 ms [2022-03-31 12:32:26 main:574] : INFO : Epoch 1996 | loss: 0.0311695 | val_loss: 0.0312085 | Time: 1529.17 ms [2022-03-31 12:32:28 main:574] : INFO : Epoch 1997 | loss: 0.0311698 | val_loss: 0.0312232 | Time: 1560.75 ms [2022-03-31 12:32:29 main:574] : INFO : Epoch 1998 | loss: 0.0311699 | val_loss: 0.0312107 | Time: 1087.73 ms [2022-03-31 12:32:31 main:574] : INFO : Epoch 1999 | loss: 0.0311679 | val_loss: 0.0312144 | Time: 1507.77 ms [2022-03-31 12:32:32 main:574] : INFO : Epoch 2000 | loss: 0.0311669 | val_loss: 0.0312115 | Time: 1605.45 ms [2022-03-31 12:32:34 main:574] : INFO : Epoch 2001 | loss: 0.0311659 | val_loss: 0.0312124 | Time: 1561.64 ms [2022-03-31 12:32:35 main:574] : INFO : Epoch 2002 | loss: 0.0311674 | val_loss: 0.0312169 | Time: 1615.33 ms [2022-03-31 12:32:37 main:574] : INFO : Epoch 2003 | loss: 0.0311623 | val_loss: 0.0312175 | Time: 1570.42 ms [2022-03-31 12:32:38 main:574] : INFO : Epoch 2004 | loss: 0.0311593 | val_loss: 0.0312127 | Time: 1488.03 ms [2022-03-31 12:32:40 main:574] : INFO : Epoch 2005 | loss: 0.0311626 | val_loss: 0.0312175 | Time: 1227.04 ms [2022-03-31 12:32:41 main:574] : INFO : Epoch 2006 | loss: 0.0311631 | val_loss: 0.0312178 | Time: 1573.77 ms [2022-03-31 12:32:43 main:574] : INFO : Epoch 2007 | loss: 0.0311634 | val_loss: 0.031214 | Time: 1531 ms [2022-03-31 12:32:44 main:574] : INFO : Epoch 2008 | loss: 0.0311633 | val_loss: 0.0312146 | Time: 1577.24 ms [2022-03-31 12:32:46 main:574] : INFO : Epoch 2009 | loss: 0.0311626 | val_loss: 0.0312147 | Time: 1584.24 ms [2022-03-31 12:32:47 main:574] : INFO : Epoch 2010 | loss: 0.0311627 | val_loss: 0.0312113 | Time: 1571.6 ms [2022-03-31 12:32:49 main:574] : INFO : Epoch 2011 | loss: 0.0311642 | val_loss: 0.0312172 | Time: 1256.9 ms [2022-03-31 12:32:50 main:574] : INFO : Epoch 2012 | loss: 0.0311662 | val_loss: 0.0312144 | Time: 1266.23 ms [2022-03-31 12:32:52 main:574] : INFO : Epoch 2013 | loss: 0.0311663 | val_loss: 0.0312037 | Time: 1570.82 ms [2022-03-31 12:32:53 main:574] : INFO : Epoch 2014 | loss: 0.0311687 | val_loss: 0.0312095 | Time: 1556.31 ms [2022-03-31 12:32:55 main:574] : INFO : Epoch 2015 | loss: 0.031166 | val_loss: 0.0312232 | Time: 1595.85 ms [2022-03-31 12:32:56 main:574] : INFO : Epoch 2016 | loss: 0.0311698 | val_loss: 0.0312189 | Time: 1545.21 ms [2022-03-31 12:32:58 main:574] : INFO : Epoch 2017 | loss: 0.0311661 | val_loss: 0.0312103 | Time: 1541.49 ms [2022-03-31 12:32:59 main:574] : INFO : Epoch 2018 | loss: 0.0311646 | val_loss: 0.0312138 | Time: 1172.59 ms [2022-03-31 12:33:00 main:574] : INFO : Epoch 2019 | loss: 0.0311628 | val_loss: 0.0312101 | Time: 1496.55 ms [2022-03-31 12:33:02 main:574] : INFO : Epoch 2020 | loss: 0.0311652 | val_loss: 0.0312096 | Time: 1560.33 ms [2022-03-31 12:33:04 main:574] : INFO : Epoch 2021 | loss: 0.0311644 | val_loss: 0.0312283 | Time: 1571.39 ms [2022-03-31 12:33:05 main:574] : INFO : Epoch 2022 | loss: 0.0311645 | val_loss: 0.0312188 | Time: 1549.9 ms [2022-03-31 12:33:07 main:574] : INFO : Epoch 2023 | loss: 0.0311642 | val_loss: 0.0312121 | Time: 1587.87 ms [2022-03-31 12:33:08 main:574] : INFO : Epoch 2024 | loss: 0.0311639 | val_loss: 0.0312121 | Time: 1543.82 ms [2022-03-31 12:33:09 main:574] : INFO : Epoch 2025 | loss: 0.0311712 | val_loss: 0.0312059 | Time: 1108.87 ms [2022-03-31 12:33:11 main:574] : INFO : Epoch 2026 | loss: 0.0311623 | val_loss: 0.0312137 | Time: 1566.64 ms [2022-03-31 12:33:13 main:574] : INFO : Epoch 2027 | loss: 0.0311616 | val_loss: 0.031226 | Time: 1554.58 ms [2022-03-31 12:33:14 main:574] : INFO : Epoch 2028 | loss: 0.0311662 | val_loss: 0.031224 | Time: 1567.27 ms [2022-03-31 12:33:16 main:574] : INFO : Epoch 2029 | loss: 0.031167 | val_loss: 0.0312112 | Time: 1604.48 ms [2022-03-31 12:33:17 main:574] : INFO : Epoch 2030 | loss: 0.0311632 | val_loss: 0.0312096 | Time: 1571.1 ms [2022-03-31 12:33:19 main:574] : INFO : Epoch 2031 | loss: 0.0311623 | val_loss: 0.0312199 | Time: 1381.47 ms [2022-03-31 12:33:20 main:574] : INFO : Epoch 2032 | loss: 0.0311593 | val_loss: 0.0312222 | Time: 1268.22 ms [2022-03-31 12:33:21 main:574] : INFO : Epoch 2033 | loss: 0.0311624 | val_loss: 0.0312142 | Time: 1561.52 ms [2022-03-31 12:33:23 main:574] : INFO : Epoch 2034 | loss: 0.031163 | val_loss: 0.0312144 | Time: 1579.49 ms [2022-03-31 12:33:25 main:574] : INFO : Epoch 2035 | loss: 0.0311617 | val_loss: 0.0312105 | Time: 1549.58 ms [2022-03-31 12:33:26 main:574] : INFO : Epoch 2036 | loss: 0.0311615 | val_loss: 0.0312132 | Time: 1543.09 ms [2022-03-31 12:33:28 main:574] : INFO : Epoch 2037 | loss: 0.0311648 | val_loss: 0.0312055 | Time: 1575.62 ms [2022-03-31 12:33:29 main:574] : INFO : Epoch 2038 | loss: 0.0311625 | val_loss: 0.0312116 | Time: 1215.05 ms [2022-03-31 12:33:30 main:574] : INFO : Epoch 2039 | loss: 0.0311628 | val_loss: 0.0312227 | Time: 1430.91 ms [2022-03-31 12:33:32 main:574] : INFO : Epoch 2040 | loss: 0.0311653 | val_loss: 0.0312047 | Time: 1569.45 ms [2022-03-31 12:33:34 main:574] : INFO : Epoch 2041 | loss: 0.0311635 | val_loss: 0.031222 | Time: 1549.79 ms [2022-03-31 12:33:35 main:574] : INFO : Epoch 2042 | loss: 0.0311605 | val_loss: 0.031212 | Time: 1567.35 ms [2022-03-31 12:33:37 main:574] : INFO : Epoch 2043 | loss: 0.0311607 | val_loss: 0.0312149 | Time: 1555.28 ms [2022-03-31 12:33:38 main:574] : INFO : Epoch 2044 | loss: 0.0311614 | val_loss: 0.0312162 | Time: 1535.86 ms [2022-03-31 12:33:39 main:574] : INFO : Epoch 2045 | loss: 0.0311623 | val_loss: 0.0312146 | Time: 1014.05 ms [2022-03-31 12:33:41 main:574] : INFO : Epoch 2046 | loss: 0.0311596 | val_loss: 0.0312125 | Time: 1553.24 ms [2022-03-31 12:33:42 main:574] : INFO : Epoch 2047 | loss: 0.0311584 | val_loss: 0.0312248 | Time: 1577.14 ms [2022-03-31 12:33:44 main:574] : INFO : Epoch 2048 | loss: 0.0311635 | val_loss: 0.0312104 | Time: 1553.85 ms [2022-03-31 12:33:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312104 [2022-03-31 12:33:44 main:603] : INFO : Saving end state to config to file [2022-03-31 12:33:44 main:608] : INFO : Success, exiting.. 12:33:44 (26840): 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)