Task 14173537
| Name | ParityModified-1647044259-5438-3-0_0 |
| Workunit | 11236267 |
| Created | 1 Apr 2022, 3:28:29 UTC |
| Sent | 8 Apr 2022, 19:08:53 UTC |
| Report deadline | 16 Apr 2022, 19:08:53 UTC |
| Received | 9 Apr 2022, 1:14:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 53 min 41 sec |
| CPU time | 4 hours 12 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> al_loss: 0.031225 | Time: 10585.4 ms [2022-04-08 19:37:38 main:581] : INFO : Epoch 1538 | loss: 0.0312187 | val_loss: 0.0312256 | Time: 10502.3 ms [2022-04-08 19:37:49 main:581] : INFO : Epoch 1539 | loss: 0.0312186 | val_loss: 0.0312248 | Time: 10513 ms [2022-04-08 19:37:59 main:581] : INFO : Epoch 1540 | loss: 0.031218 | val_loss: 0.0312241 | Time: 10409.7 ms [2022-04-08 19:38:10 main:581] : INFO : Epoch 1541 | loss: 0.0312195 | val_loss: 0.0312256 | Time: 10402.8 ms [2022-04-08 19:38:20 main:581] : INFO : Epoch 1542 | loss: 0.0312198 | val_loss: 0.0312254 | Time: 10560.6 ms [2022-04-08 19:38:31 main:581] : INFO : Epoch 1543 | loss: 0.0312185 | val_loss: 0.0312255 | Time: 10422.4 ms [2022-04-08 19:38:41 main:581] : INFO : Epoch 1544 | loss: 0.0312179 | val_loss: 0.0312235 | Time: 10521.5 ms [2022-04-08 19:38:51 main:581] : INFO : Epoch 1545 | loss: 0.0312183 | val_loss: 0.0312271 | Time: 10196.1 ms [2022-04-08 19:39:02 main:581] : INFO : Epoch 1546 | loss: 0.0312196 | val_loss: 0.0312258 | Time: 10443 ms [2022-04-08 19:39:12 main:581] : INFO : Epoch 1547 | loss: 0.0312186 | val_loss: 0.0312252 | Time: 10394.7 ms [2022-04-08 19:39:23 main:581] : INFO : Epoch 1548 | loss: 0.0312181 | val_loss: 0.031235 | Time: 10359.9 ms [2022-04-08 19:39:33 main:581] : INFO : Epoch 1549 | loss: 0.0312193 | val_loss: 0.0312254 | Time: 10436.8 ms [2022-04-08 19:39:43 main:581] : INFO : Epoch 1550 | loss: 0.0312188 | val_loss: 0.0312274 | Time: 10453.5 ms [2022-04-08 19:39:54 main:581] : INFO : Epoch 1551 | loss: 0.0312181 | val_loss: 0.0312244 | Time: 10504.5 ms [2022-04-08 19:40:04 main:581] : INFO : Epoch 1552 | loss: 0.0312181 | val_loss: 0.0312269 | Time: 10408.5 ms [2022-04-08 19:40:15 main:581] : INFO : Epoch 1553 | loss: 0.0312193 | val_loss: 0.031228 | Time: 10484.8 ms [2022-04-08 19:40:25 main:581] : INFO : Epoch 1554 | loss: 0.0312183 | val_loss: 0.0312294 | Time: 10431.1 ms [2022-04-08 19:40:36 main:581] : INFO : Epoch 1555 | loss: 0.0312183 | val_loss: 0.0312248 | Time: 10289.6 ms [2022-04-08 19:40:46 main:581] : INFO : Epoch 1556 | loss: 0.031218 | val_loss: 0.0312255 | Time: 10390.2 ms [2022-04-08 19:40:56 main:581] : INFO : Epoch 1557 | loss: 0.0312183 | val_loss: 0.0312275 | Time: 10251 ms [2022-04-08 19:41:07 main:581] : INFO : Epoch 1558 | loss: 0.0312204 | val_loss: 0.0312265 | Time: 10339.3 ms [2022-04-08 19:41:17 main:581] : INFO : Epoch 1559 | loss: 0.0312183 | val_loss: 0.0312281 | Time: 10430.3 ms [2022-04-08 19:41:27 main:581] : INFO : Epoch 1560 | loss: 0.0312185 | val_loss: 0.0312254 | Time: 10358.1 ms [2022-04-08 19:41:38 main:581] : INFO : Epoch 1561 | loss: 0.0312188 | val_loss: 0.0312281 | Time: 10330.1 ms [2022-04-08 19:41:48 main:581] : INFO : Epoch 1562 | loss: 0.0312188 | val_loss: 0.0312308 | Time: 10330.8 ms [2022-04-08 19:41:58 main:581] : INFO : Epoch 1563 | loss: 0.031218 | val_loss: 0.0312277 | Time: 10476 ms [2022-04-08 19:42:09 main:581] : INFO : Epoch 1564 | loss: 0.0312174 | val_loss: 0.0312275 | Time: 10399.2 ms [2022-04-08 19:42:19 main:581] : INFO : Epoch 1565 | loss: 0.0312172 | val_loss: 0.0312268 | Time: 10454.1 ms [2022-04-08 19:42:30 main:581] : INFO : Epoch 1566 | loss: 0.0312181 | val_loss: 0.0312263 | Time: 10401.8 ms [2022-04-08 19:42:40 main:581] : INFO : Epoch 1567 | loss: 0.031218 | val_loss: 0.0312281 | Time: 10461.9 ms [2022-04-08 19:42:51 main:581] : INFO : Epoch 1568 | loss: 0.0312194 | val_loss: 0.03123 | Time: 10386.8 ms [2022-04-08 19:43:01 main:581] : INFO : Epoch 1569 | loss: 0.0312198 | val_loss: 0.0312272 | Time: 10395.2 ms [2022-04-08 19:43:11 main:581] : INFO : Epoch 1570 | loss: 0.0312183 | val_loss: 0.031229 | Time: 10520.6 ms [2022-04-08 19:43:22 main:581] : INFO : Epoch 1571 | loss: 0.031218 | val_loss: 0.0312332 | Time: 10415.1 ms [2022-04-08 19:43:32 main:581] : INFO : Epoch 1572 | loss: 0.0312191 | val_loss: 0.0312286 | Time: 10552.6 ms [2022-04-08 19:43:43 main:581] : INFO : Epoch 1573 | loss: 0.0312182 | val_loss: 0.0312306 | Time: 10501.5 ms [2022-04-08 19:43:53 main:581] : INFO : Epoch 1574 | loss: 0.0312179 | val_loss: 0.0312304 | Time: 10427 ms [2022-04-08 19:44:04 main:581] : INFO : Epoch 1575 | loss: 0.0312184 | val_loss: 0.0312312 | Time: 10427.7 ms [2022-04-08 19:44:14 main:581] : INFO : Epoch 1576 | loss: 0.0312185 | val_loss: 0.031227 | Time: 10479.2 ms [2022-04-08 19:44:25 main:581] : INFO : Epoch 1577 | loss: 0.0312184 | val_loss: 0.0312264 | Time: 10464.1 ms [2022-04-08 19:44:35 main:581] : INFO : Epoch 1578 | loss: 0.0312177 | val_loss: 0.0312287 | Time: 10544.1 ms [2022-04-08 19:44:46 main:581] : INFO : Epoch 1579 | loss: 0.0312175 | val_loss: 0.0312281 | Time: 10222.6 ms [2022-04-08 19:44:56 main:581] : INFO : Epoch 1580 | loss: 0.0312173 | val_loss: 0.0312326 | Time: 9970.26 ms [2022-04-08 19:45:05 main:581] : INFO : Epoch 1581 | loss: 0.0312188 | val_loss: 0.0312317 | Time: 9971.15 ms [2022-04-08 19:45:15 main:581] : INFO : Epoch 1582 | loss: 0.0312179 | val_loss: 0.0312277 | Time: 9978.16 ms [2022-04-08 19:45:26 main:581] : INFO : Epoch 1583 | loss: 0.0312183 | val_loss: 0.0312314 | Time: 10156.4 ms [2022-04-08 19:45:36 main:581] : INFO : Epoch 1584 | loss: 0.0312205 | val_loss: 0.0312302 | Time: 10556.9 ms [2022-04-08 19:45:46 main:581] : INFO : Epoch 1585 | loss: 0.0312189 | val_loss: 0.0312343 | Time: 10071.9 ms [2022-04-08 19:45:56 main:581] : INFO : Epoch 1586 | loss: 0.0312175 | val_loss: 0.0312282 | Time: 9851.87 ms [2022-04-08 19:46:06 main:581] : INFO : Epoch 1587 | loss: 0.0312178 | val_loss: 0.0312278 | Time: 9565.28 ms [2022-04-08 19:46:15 main:581] : INFO : Epoch 1588 | loss: 0.0312182 | val_loss: 0.0312275 | Time: 9536.76 ms [2022-04-08 19:46:26 main:581] : INFO : Epoch 1589 | loss: 0.0312185 | val_loss: 0.0312298 | Time: 10517.8 ms [2022-04-08 19:46:36 main:581] : INFO : Epoch 1590 | loss: 0.0312187 | val_loss: 0.0312306 | Time: 9802.94 ms [2022-04-08 19:46:44 main:581] : INFO : Epoch 1591 | loss: 0.0312183 | val_loss: 0.0312255 | Time: 8582.59 ms [2022-04-08 19:46:49 main:581] : INFO : Epoch 1592 | loss: 0.0312174 | val_loss: 0.0312291 | Time: 4774.63 ms [2022-04-08 19:46:58 main:581] : INFO : Epoch 1593 | loss: 0.0312174 | val_loss: 0.0312284 | Time: 8784.12 ms [2022-04-08 19:47:08 main:581] : INFO : Epoch 1594 | loss: 0.0312204 | val_loss: 0.0312306 | Time: 10436.9 ms [2022-04-08 19:47:18 main:581] : INFO : Epoch 1595 | loss: 0.0312204 | val_loss: 0.0312252 | Time: 10276.2 ms [2022-04-08 19:47:29 main:581] : INFO : Epoch 1596 | loss: 0.0312188 | val_loss: 0.0312264 | Time: 10353.1 ms [2022-04-08 19:47:39 main:581] : INFO : Epoch 1597 | loss: 0.0312193 | val_loss: 0.0312235 | Time: 10571.9 ms [2022-04-08 19:47:50 main:581] : INFO : Epoch 1598 | loss: 0.0312186 | val_loss: 0.0312252 | Time: 10402 ms [2022-04-08 19:48:00 main:581] : INFO : Epoch 1599 | loss: 0.0312202 | val_loss: 0.0312251 | Time: 10416.8 ms [2022-04-08 19:48:11 main:581] : INFO : Epoch 1600 | loss: 0.0312195 | val_loss: 0.0312237 | Time: 10426.3 ms [2022-04-08 19:48:21 main:581] : INFO : Epoch 1601 | loss: 0.0312205 | val_loss: 0.0312301 | Time: 10427.8 ms [2022-04-08 19:48:31 main:581] : INFO : Epoch 1602 | loss: 0.0312212 | val_loss: 0.0312251 | Time: 10388 ms [2022-04-08 19:48:42 main:581] : INFO : Epoch 1603 | loss: 0.0312201 | val_loss: 0.031225 | Time: 10540.6 ms [2022-04-08 19:48:52 main:581] : INFO : Epoch 1604 | loss: 0.0312189 | val_loss: 0.0312252 | Time: 10521.4 ms [2022-04-08 19:49:03 main:581] : INFO : Epoch 1605 | loss: 0.0312194 | val_loss: 0.0312262 | Time: 10494.5 ms [2022-04-08 19:49:13 main:581] : INFO : Epoch 1606 | loss: 0.0312191 | val_loss: 0.0312264 | Time: 10429.2 ms [2022-04-08 19:49:24 main:581] : INFO : Epoch 1607 | loss: 0.031219 | val_loss: 0.0312258 | Time: 10340.1 ms [2022-04-08 19:49:34 main:581] : INFO : Epoch 1608 | loss: 0.0312187 | val_loss: 0.0312242 | Time: 10403.5 ms [2022-04-08 19:49:44 main:581] : INFO : Epoch 1609 | loss: 0.0312187 | val_loss: 0.0312273 | Time: 10350.5 ms [2022-04-08 19:49:55 main:581] : INFO : Epoch 1610 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 10365.2 ms [2022-04-08 19:50:05 main:581] : INFO : Epoch 1611 | loss: 0.0312204 | val_loss: 0.0312238 | Time: 10426.9 ms [2022-04-08 19:50:16 main:581] : INFO : Epoch 1612 | loss: 0.0312197 | val_loss: 0.0312243 | Time: 10418.4 ms [2022-04-08 19:50:26 main:581] : INFO : Epoch 1613 | loss: 0.0312186 | val_loss: 0.0312246 | Time: 10601 ms [2022-04-08 19:50:37 main:581] : INFO : Epoch 1614 | loss: 0.0312174 | val_loss: 0.0312254 | Time: 10400.6 ms [2022-04-08 19:50:47 main:581] : INFO : Epoch 1615 | loss: 0.0312179 | val_loss: 0.0312258 | Time: 10481.1 ms [2022-04-08 19:50:58 main:581] : INFO : Epoch 1616 | loss: 0.0312182 | val_loss: 0.0312251 | Time: 10527.7 ms [2022-04-08 19:51:08 main:581] : INFO : Epoch 1617 | loss: 0.0312174 | val_loss: 0.0312249 | Time: 10400.3 ms [2022-04-08 19:51:19 main:581] : INFO : Epoch 1618 | loss: 0.0312173 | val_loss: 0.0312253 | Time: 10439.2 ms [2022-04-08 19:51:29 main:581] : INFO : Epoch 1619 | loss: 0.0312185 | val_loss: 0.0312273 | Time: 10305.8 ms [2022-04-08 19:51:39 main:581] : INFO : Epoch 1620 | loss: 0.0312192 | val_loss: 0.0312263 | Time: 10616.3 ms [2022-04-08 19:51:50 main:581] : INFO : Epoch 1621 | loss: 0.0312196 | val_loss: 0.031225 | Time: 10468.6 ms [2022-04-08 19:52:00 main:581] : INFO : Epoch 1622 | loss: 0.0312182 | val_loss: 0.0312289 | Time: 10496.1 ms [2022-04-08 19:52:11 main:581] : INFO : Epoch 1623 | loss: 0.0312188 | val_loss: 0.0312238 | Time: 10445.2 ms [2022-04-08 19:52:21 main:581] : INFO : Epoch 1624 | loss: 0.0312172 | val_loss: 0.0312248 | Time: 10368.6 ms [2022-04-08 19:52:32 main:581] : INFO : Epoch 1625 | loss: 0.031218 | val_loss: 0.0312248 | Time: 10509.6 ms [2022-04-08 19:52:42 main:581] : INFO : Epoch 1626 | loss: 0.0312181 | val_loss: 0.0312247 | Time: 10457.1 ms [2022-04-08 19:52:53 main:581] : INFO : Epoch 1627 | loss: 0.0312181 | val_loss: 0.0312254 | Time: 10743.9 ms [2022-04-08 19:53:03 main:581] : INFO : Epoch 1628 | loss: 0.0312168 | val_loss: 0.0312258 | Time: 10458.5 ms [2022-04-08 19:53:14 main:581] : INFO : Epoch 1629 | loss: 0.0312172 | val_loss: 0.0312248 | Time: 10615.8 ms [2022-04-08 19:53:25 main:581] : INFO : Epoch 1630 | loss: 0.0312171 | val_loss: 0.0312241 | Time: 10519.9 ms [2022-04-08 19:53:35 main:581] : INFO : Epoch 1631 | loss: 0.0312183 | val_loss: 0.0312258 | Time: 10419.7 ms [2022-04-08 19:53:45 main:581] : INFO : Epoch 1632 | loss: 0.0312179 | val_loss: 0.0312257 | Time: 10520.8 ms [2022-04-08 19:53:56 main:581] : INFO : Epoch 1633 | loss: 0.0312174 | val_loss: 0.0312253 | Time: 10434.5 ms [2022-04-08 19:54:06 main:581] : INFO : Epoch 1634 | loss: 0.0312176 | val_loss: 0.0312248 | Time: 10458.3 ms [2022-04-08 19:54:17 main:581] : INFO : Epoch 1635 | loss: 0.0312196 | val_loss: 0.0312291 | Time: 10379.4 ms [2022-04-08 19:54:27 main:581] : INFO : Epoch 1636 | loss: 0.0312189 | val_loss: 0.0312287 | Time: 10411.4 ms [2022-04-08 19:54:38 main:581] : INFO : Epoch 1637 | loss: 0.0312182 | val_loss: 0.0312243 | Time: 10488.9 ms [2022-04-08 19:54:48 main:581] : INFO : Epoch 1638 | loss: 0.0312173 | val_loss: 0.0312272 | Time: 10587.6 ms [2022-04-08 19:54:59 main:581] : INFO : Epoch 1639 | loss: 0.0312177 | val_loss: 0.0312285 | Time: 10500 ms [2022-04-08 19:55:09 main:581] : INFO : Epoch 1640 | loss: 0.0312178 | val_loss: 0.0312245 | Time: 10366.7 ms [2022-04-08 19:55:20 main:581] : INFO : Epoch 1641 | loss: 0.0312169 | val_loss: 0.0312262 | Time: 10575.6 ms [2022-04-08 19:55:30 main:581] : INFO : Epoch 1642 | loss: 0.03122 | val_loss: 0.031225 | Time: 10457.3 ms [2022-04-08 19:55:40 main:581] : INFO : Epoch 1643 | loss: 0.0312217 | val_loss: 0.0312276 | Time: 10286 ms [2022-04-08 19:55:51 main:581] : INFO : Epoch 1644 | loss: 0.0312184 | val_loss: 0.0312255 | Time: 10387.8 ms [2022-04-08 19:56:01 main:581] : INFO : Epoch 1645 | loss: 0.0312176 | val_loss: 0.0312244 | Time: 10296 ms [2022-04-08 19:56:12 main:581] : INFO : Epoch 1646 | loss: 0.0312187 | val_loss: 0.0312251 | Time: 10462.2 ms [2022-04-08 19:56:22 main:581] : INFO : Epoch 1647 | loss: 0.0312173 | val_loss: 0.0312241 | Time: 10345.4 ms [2022-04-08 19:56:32 main:581] : INFO : Epoch 1648 | loss: 0.0312174 | val_loss: 0.031225 | Time: 10405.5 ms [2022-04-08 19:56:43 main:581] : INFO : Epoch 1649 | loss: 0.031217 | val_loss: 0.0312253 | Time: 10459.9 ms [2022-04-08 19:56:53 main:581] : INFO : Epoch 1650 | loss: 0.0312171 | val_loss: 0.0312259 | Time: 10606.7 ms [2022-04-08 19:57:04 main:581] : INFO : Epoch 1651 | loss: 0.0312174 | val_loss: 0.0312253 | Time: 10439.2 ms [2022-04-08 19:57:14 main:581] : INFO : Epoch 1652 | loss: 0.0312171 | val_loss: 0.0312258 | Time: 10417.3 ms [2022-04-08 19:57:25 main:581] : INFO : Epoch 1653 | loss: 0.0312171 | val_loss: 0.031227 | Time: 10660.1 ms [2022-04-08 19:57:35 main:581] : INFO : Epoch 1654 | loss: 0.0312172 | val_loss: 0.0312245 | Time: 10285.3 ms [2022-04-08 19:57:46 main:581] : INFO : Epoch 1655 | loss: 0.0312193 | val_loss: 0.0312297 | Time: 10503 ms [2022-04-08 19:57:56 main:581] : INFO : Epoch 1656 | loss: 0.0312188 | val_loss: 0.0312297 | Time: 10365.2 ms [2022-04-08 19:58:07 main:581] : INFO : Epoch 1657 | loss: 0.0312175 | val_loss: 0.0312262 | Time: 10573 ms [2022-04-08 19:58:17 main:581] : INFO : Epoch 1658 | loss: 0.0312171 | val_loss: 0.0312281 | Time: 10411.1 ms [2022-04-08 19:58:28 main:581] : INFO : Epoch 1659 | loss: 0.031217 | val_loss: 0.0312266 | Time: 10441.2 ms [2022-04-08 19:58:38 main:581] : INFO : Epoch 1660 | loss: 0.0312169 | val_loss: 0.0312288 | Time: 10710.6 ms [2022-04-08 19:58:49 main:581] : INFO : Epoch 1661 | loss: 0.0312171 | val_loss: 0.0312268 | Time: 10393.7 ms [2022-04-08 19:58:59 main:581] : INFO : Epoch 1662 | loss: 0.0312181 | val_loss: 0.0312277 | Time: 10529 ms [2022-04-08 19:59:10 main:581] : INFO : Epoch 1663 | loss: 0.0312166 | val_loss: 0.0312263 | Time: 10343.8 ms [2022-04-08 19:59:20 main:581] : INFO : Epoch 1664 | loss: 0.0312168 | val_loss: 0.0312255 | Time: 10446.7 ms [2022-04-08 19:59:30 main:581] : INFO : Epoch 1665 | loss: 0.0312182 | val_loss: 0.031226 | Time: 10439.8 ms [2022-04-08 19:59:41 main:581] : INFO : Epoch 1666 | loss: 0.031219 | val_loss: 0.0312265 | Time: 10332 ms [2022-04-08 19:59:51 main:581] : INFO : Epoch 1667 | loss: 0.0312176 | val_loss: 0.0312257 | Time: 10522.8 ms [2022-04-08 20:00:02 main:581] : INFO : Epoch 1668 | loss: 0.0312171 | val_loss: 0.0312255 | Time: 10473.2 ms [2022-04-08 20:00:12 main:581] : INFO : Epoch 1669 | loss: 0.0312166 | val_loss: 0.0312272 | Time: 10615.3 ms [2022-04-08 20:00:23 main:581] : INFO : Epoch 1670 | loss: 0.0312178 | val_loss: 0.0312274 | Time: 10480 ms [2022-04-08 20:00:34 main:581] : INFO : Epoch 1671 | loss: 0.031217 | val_loss: 0.0312262 | Time: 10656.9 ms [2022-04-08 20:00:44 main:581] : INFO : Epoch 1672 | loss: 0.031217 | val_loss: 0.0312265 | Time: 10534.5 ms [2022-04-08 20:00:54 main:581] : INFO : Epoch 1673 | loss: 0.031217 | val_loss: 0.0312261 | Time: 10416.8 ms [2022-04-08 20:01:05 main:581] : INFO : Epoch 1674 | loss: 0.0312172 | val_loss: 0.0312269 | Time: 10489 ms [2022-04-08 20:01:15 main:581] : INFO : Epoch 1675 | loss: 0.0312171 | val_loss: 0.0312254 | Time: 10545.1 ms [2022-04-08 20:01:26 main:581] : INFO : Epoch 1676 | loss: 0.0312163 | val_loss: 0.031227 | Time: 10585.2 ms [2022-04-08 20:01:37 main:581] : INFO : Epoch 1677 | loss: 0.0312174 | val_loss: 0.0312268 | Time: 10489 ms [2022-04-08 20:01:47 main:581] : INFO : Epoch 1678 | loss: 0.0312167 | val_loss: 0.0312314 | Time: 10636.7 ms [2022-04-08 20:01:58 main:581] : INFO : Epoch 1679 | loss: 0.0312178 | val_loss: 0.0312266 | Time: 10397.1 ms [2022-04-08 20:02:08 main:581] : INFO : Epoch 1680 | loss: 0.0312171 | val_loss: 0.0312254 | Time: 10519.8 ms [2022-04-08 20:02:19 main:581] : INFO : Epoch 1681 | loss: 0.0312169 | val_loss: 0.031229 | Time: 10483.8 ms [2022-04-08 20:02:29 main:581] : INFO : Epoch 1682 | loss: 0.0312174 | val_loss: 0.0312273 | Time: 10417 ms [2022-04-08 20:02:40 main:581] : INFO : Epoch 1683 | loss: 0.0312167 | val_loss: 0.031227 | Time: 10508 ms [2022-04-08 20:02:50 main:581] : INFO : Epoch 1684 | loss: 0.031218 | val_loss: 0.031228 | Time: 10520.4 ms [2022-04-08 20:03:01 main:581] : INFO : Epoch 1685 | loss: 0.0312164 | val_loss: 0.03123 | Time: 10737.4 ms [2022-04-08 20:03:11 main:581] : INFO : Epoch 1686 | loss: 0.0312175 | val_loss: 0.0312243 | Time: 10420.5 ms [2022-04-08 20:03:22 main:581] : INFO : Epoch 1687 | loss: 0.0312165 | val_loss: 0.0312253 | Time: 10501.2 ms [2022-04-08 20:03:32 main:581] : INFO : Epoch 1688 | loss: 0.0312164 | val_loss: 0.0312266 | Time: 10496.6 ms [2022-04-08 20:03:43 main:581] : INFO : Epoch 1689 | loss: 0.031219 | val_loss: 0.0312311 | Time: 10401.6 ms [2022-04-08 20:03:53 main:581] : INFO : Epoch 1690 | loss: 0.0312195 | val_loss: 0.0312297 | Time: 10543.3 ms [2022-04-08 20:04:04 main:581] : INFO : Epoch 1691 | loss: 0.0312199 | val_loss: 0.0312329 | Time: 10512.4 ms [2022-04-08 20:04:14 main:581] : INFO : Epoch 1692 | loss: 0.0312173 | val_loss: 0.0312282 | Time: 10611.2 ms [2022-04-08 20:04:25 main:581] : INFO : Epoch 1693 | loss: 0.0312166 | val_loss: 0.0312294 | Time: 10481.8 ms [2022-04-08 20:04:35 main:581] : INFO : Epoch 1694 | loss: 0.0312173 | val_loss: 0.0312263 | Time: 10351.4 ms [2022-04-08 20:04:46 main:581] : INFO : Epoch 1695 | loss: 0.0312185 | val_loss: 0.031226 | Time: 10594.4 ms [2022-04-08 20:04:56 main:581] : INFO : Epoch 1696 | loss: 0.0312183 | val_loss: 0.0312273 | Time: 10480.2 ms [2022-04-08 20:05:07 main:581] : INFO : Epoch 1697 | loss: 0.0312176 | val_loss: 0.0312256 | Time: 10558 ms [2022-04-08 20:05:17 main:581] : INFO : Epoch 1698 | loss: 0.0312178 | val_loss: 0.0312268 | Time: 10449.9 ms [2022-04-08 20:05:28 main:581] : INFO : Epoch 1699 | loss: 0.0312167 | val_loss: 0.0312288 | Time: 10663.9 ms [2022-04-08 20:05:38 main:581] : INFO : Epoch 1700 | loss: 0.0312174 | val_loss: 0.0312285 | Time: 10331.4 ms [2022-04-08 20:05:49 main:581] : INFO : Epoch 1701 | loss: 0.0312182 | val_loss: 0.0312256 | Time: 10408.1 ms [2022-04-08 20:05:59 main:581] : INFO : Epoch 1702 | loss: 0.0312176 | val_loss: 0.0312308 | Time: 10583.1 ms [2022-04-08 20:06:10 main:581] : INFO : Epoch 1703 | loss: 0.0312191 | val_loss: 0.0312271 | Time: 10367.6 ms [2022-04-08 20:06:20 main:581] : INFO : Epoch 1704 | loss: 0.0312172 | val_loss: 0.0312243 | Time: 10628.6 ms [2022-04-08 20:06:31 main:581] : INFO : Epoch 1705 | loss: 0.0312175 | val_loss: 0.0312256 | Time: 10537 ms [2022-04-08 20:06:41 main:581] : INFO : Epoch 1706 | loss: 0.0312174 | val_loss: 0.0312272 | Time: 10585.9 ms [2022-04-08 20:06:52 main:581] : INFO : Epoch 1707 | loss: 0.031217 | val_loss: 0.0312287 | Time: 10450 ms [2022-04-08 20:07:02 main:581] : INFO : Epoch 1708 | loss: 0.0312169 | val_loss: 0.0312257 | Time: 10546.1 ms [2022-04-08 20:07:13 main:581] : INFO : Epoch 1709 | loss: 0.0312166 | val_loss: 0.0312267 | Time: 10529.6 ms [2022-04-08 20:07:23 main:581] : INFO : Epoch 1710 | loss: 0.0312185 | val_loss: 0.0312262 | Time: 10159.8 ms [2022-04-08 20:07:33 main:581] : INFO : Epoch 1711 | loss: 0.0312179 | val_loss: 0.0312284 | Time: 10246.8 ms [2022-04-08 20:07:39 main:581] : INFO : Epoch 1712 | loss: 0.0312198 | val_loss: 0.0312252 | Time: 6247.77 ms [2022-04-08 20:07:50 main:581] : INFO : Epoch 1713 | loss: 0.0312197 | val_loss: 0.0312253 | Time: 10989.5 ms [2022-04-08 20:07:58 main:581] : INFO : Epoch 1714 | loss: 0.0312193 | val_loss: 0.0312251 | Time: 7793.09 ms [2022-04-08 20:08:08 main:581] : INFO : Epoch 1715 | loss: 0.0312176 | val_loss: 0.0312254 | Time: 9667.18 ms [2022-04-08 20:08:17 main:581] : INFO : Epoch 1716 | loss: 0.0312171 | val_loss: 0.0312296 | Time: 9438.83 ms [2022-04-08 20:08:28 main:581] : INFO : Epoch 1717 | loss: 0.03122 | val_loss: 0.0312274 | Time: 10205.8 ms [2022-04-08 20:08:38 main:581] : INFO : Epoch 1718 | loss: 0.0312205 | val_loss: 0.0312313 | Time: 10444.9 ms [2022-04-08 20:08:48 main:581] : INFO : Epoch 1719 | loss: 0.0312189 | val_loss: 0.0312317 | Time: 10142.3 ms [2022-04-08 20:08:58 main:581] : INFO : Epoch 1720 | loss: 0.0312184 | val_loss: 0.031226 | Time: 9623.47 ms [2022-04-08 20:09:08 main:581] : INFO : Epoch 1721 | loss: 0.031217 | val_loss: 0.0312254 | Time: 9835.18 ms [2022-04-08 20:09:17 main:581] : INFO : Epoch 1722 | loss: 0.0312174 | val_loss: 0.0312288 | Time: 9145.73 ms [2022-04-08 20:09:22 main:581] : INFO : Epoch 1723 | loss: 0.0312162 | val_loss: 0.0312278 | Time: 5298.88 ms [2022-04-08 20:09:32 main:581] : INFO : Epoch 1724 | loss: 0.0312168 | val_loss: 0.0312256 | Time: 10095.4 ms [2022-04-08 20:09:42 main:581] : INFO : Epoch 1725 | loss: 0.0312164 | val_loss: 0.0312243 | Time: 10280.3 ms [2022-04-08 20:09:51 main:581] : INFO : Epoch 1726 | loss: 0.0312167 | val_loss: 0.0312287 | Time: 8055.16 ms [2022-04-08 20:10:01 main:581] : INFO : Epoch 1727 | loss: 0.0312177 | val_loss: 0.0312319 | Time: 10443.7 ms [2022-04-08 20:10:11 main:581] : INFO : Epoch 1728 | loss: 0.0312171 | val_loss: 0.0312278 | Time: 10289.3 ms [2022-04-08 20:10:22 main:581] : INFO : Epoch 1729 | loss: 0.0312171 | val_loss: 0.0312265 | Time: 10269.2 ms [2022-04-08 20:10:32 main:581] : INFO : Epoch 1730 | loss: 0.0312179 | val_loss: 0.0312268 | Time: 10437 ms [2022-04-08 20:10:42 main:581] : INFO : Epoch 1731 | loss: 0.0312191 | val_loss: 0.0312284 | Time: 10282 ms [2022-04-08 20:10:53 main:581] : INFO : Epoch 1732 | loss: 0.0312179 | val_loss: 0.031225 | Time: 10445.7 ms [2022-04-08 20:11:03 main:581] : INFO : Epoch 1733 | loss: 0.0312162 | val_loss: 0.0312252 | Time: 10389.4 ms [2022-04-08 20:11:14 main:581] : INFO : Epoch 1734 | loss: 0.0312163 | val_loss: 0.0312254 | Time: 10509.9 ms [2022-04-08 20:11:24 main:581] : INFO : Epoch 1735 | loss: 0.0312163 | val_loss: 0.0312282 | Time: 10451.7 ms [2022-04-08 20:11:34 main:581] : INFO : Epoch 1736 | loss: 0.0312171 | val_loss: 0.0312261 | Time: 10414.5 ms [2022-04-08 20:11:45 main:581] : INFO : Epoch 1737 | loss: 0.0312166 | val_loss: 0.0312329 | Time: 10443.1 ms [2022-04-08 20:11:55 main:581] : INFO : Epoch 1738 | loss: 0.0312173 | val_loss: 0.0312252 | Time: 10252.7 ms [2022-04-08 20:12:06 main:581] : INFO : Epoch 1739 | loss: 0.031217 | val_loss: 0.0312268 | Time: 10485.9 ms [2022-04-08 20:12:16 main:581] : INFO : Epoch 1740 | loss: 0.0312193 | val_loss: 0.0312256 | Time: 10430.3 ms [2022-04-08 20:12:27 main:581] : INFO : Epoch 1741 | loss: 0.0312176 | val_loss: 0.0312251 | Time: 10512 ms [2022-04-08 20:12:37 main:581] : INFO : Epoch 1742 | loss: 0.0312168 | val_loss: 0.0312256 | Time: 10407.8 ms [2022-04-08 20:12:47 main:581] : INFO : Epoch 1743 | loss: 0.0312166 | val_loss: 0.0312262 | Time: 10420.2 ms [2022-04-08 20:12:58 main:581] : INFO : Epoch 1744 | loss: 0.0312169 | val_loss: 0.0312282 | Time: 10397.2 ms [2022-04-08 20:13:08 main:581] : INFO : Epoch 1745 | loss: 0.0312174 | val_loss: 0.0312277 | Time: 10439.3 ms [2022-04-08 20:13:19 main:581] : INFO : Epoch 1746 | loss: 0.0312178 | val_loss: 0.0312246 | Time: 10559.4 ms [2022-04-08 20:13:29 main:581] : INFO : Epoch 1747 | loss: 0.031219 | val_loss: 0.0312255 | Time: 10371 ms [2022-04-08 20:13:40 main:581] : INFO : Epoch 1748 | loss: 0.0312169 | val_loss: 0.0312303 | Time: 10536 ms [2022-04-08 20:13:50 main:581] : INFO : Epoch 1749 | loss: 0.0312181 | val_loss: 0.0312304 | Time: 10442.5 ms [2022-04-08 20:14:01 main:581] : INFO : Epoch 1750 | loss: 0.031219 | val_loss: 0.0312255 | Time: 10422 ms [2022-04-08 20:14:11 main:581] : INFO : Epoch 1751 | loss: 0.0312184 | val_loss: 0.0312312 | Time: 10438.9 ms [2022-04-08 20:14:22 main:581] : INFO : Epoch 1752 | loss: 0.0312184 | val_loss: 0.0312276 | Time: 10486.6 ms [2022-04-08 20:14:32 main:581] : INFO : Epoch 1753 | loss: 0.0312174 | val_loss: 0.0312276 | Time: 10453 ms [2022-04-08 20:14:42 main:581] : INFO : Epoch 1754 | loss: 0.0312169 | val_loss: 0.0312255 | Time: 10371.2 ms [2022-04-08 20:14:53 main:581] : INFO : Epoch 1755 | loss: 0.0312164 | val_loss: 0.0312263 | Time: 10504.5 ms [2022-04-08 20:15:03 main:581] : INFO : Epoch 1756 | loss: 0.0312182 | val_loss: 0.0312279 | Time: 10271.9 ms [2022-04-08 20:15:13 main:581] : INFO : Epoch 1757 | loss: 0.0312179 | val_loss: 0.0312246 | Time: 10356 ms [2022-04-08 20:15:24 main:581] : INFO : Epoch 1758 | loss: 0.0312166 | val_loss: 0.0312284 | Time: 10436.4 ms [2022-04-08 20:15:34 main:581] : INFO : Epoch 1759 | loss: 0.0312171 | val_loss: 0.0312268 | Time: 10309.5 ms [2022-04-08 20:15:45 main:581] : INFO : Epoch 1760 | loss: 0.0312165 | val_loss: 0.0312283 | Time: 10426.6 ms [2022-04-08 20:15:55 main:581] : INFO : Epoch 1761 | loss: 0.0312185 | val_loss: 0.0312296 | Time: 10312.2 ms [2022-04-08 20:16:05 main:581] : INFO : Epoch 1762 | loss: 0.0312173 | val_loss: 0.0312272 | Time: 10257.7 ms [2022-04-08 20:16:15 main:581] : INFO : Epoch 1763 | loss: 0.0312163 | val_loss: 0.0312259 | Time: 10240.3 ms [2022-04-08 20:16:26 main:581] : INFO : Epoch 1764 | loss: 0.031217 | val_loss: 0.0312274 | Time: 10319.8 ms [2022-04-08 20:16:36 main:581] : INFO : Epoch 1765 | loss: 0.0312191 | val_loss: 0.0312249 | Time: 10382.2 ms [2022-04-08 20:16:46 main:581] : INFO : Epoch 1766 | loss: 0.0312176 | val_loss: 0.0312254 | Time: 10284 ms [2022-04-08 20:16:57 main:581] : INFO : Epoch 1767 | loss: 0.0312164 | val_loss: 0.0312292 | Time: 10350 ms [2022-04-08 20:17:07 main:581] : INFO : Epoch 1768 | loss: 0.031216 | val_loss: 0.0312301 | Time: 10315.3 ms [2022-04-08 20:17:17 main:581] : INFO : Epoch 1769 | loss: 0.0312164 | val_loss: 0.0312279 | Time: 10392.2 ms [2022-04-08 20:17:28 main:581] : INFO : Epoch 1770 | loss: 0.031218 | val_loss: 0.0312307 | Time: 10234.5 ms [2022-04-08 20:17:38 main:581] : INFO : Epoch 1771 | loss: 0.0312173 | val_loss: 0.0312279 | Time: 10305.7 ms [2022-04-08 20:17:48 main:581] : INFO : Epoch 1772 | loss: 0.0312163 | val_loss: 0.031227 | Time: 10340.2 ms [2022-04-08 20:17:59 main:581] : INFO : Epoch 1773 | loss: 0.0312171 | val_loss: 0.031228 | Time: 10347.5 ms [2022-04-08 20:18:09 main:581] : INFO : Epoch 1774 | loss: 0.0312171 | val_loss: 0.0312296 | Time: 10366.6 ms [2022-04-08 20:18:19 main:581] : INFO : Epoch 1775 | loss: 0.0312169 | val_loss: 0.0312294 | Time: 10327.8 ms [2022-04-08 20:18:30 main:581] : INFO : Epoch 1776 | loss: 0.031216 | val_loss: 0.0312272 | Time: 10266.1 ms [2022-04-08 20:18:40 main:581] : INFO : Epoch 1777 | loss: 0.0312165 | val_loss: 0.0312292 | Time: 10433.6 ms [2022-04-08 20:18:51 main:581] : INFO : Epoch 1778 | loss: 0.0312196 | val_loss: 0.0312404 | Time: 10392.4 ms [2022-04-08 20:19:01 main:581] : INFO : Epoch 1779 | loss: 0.0312229 | val_loss: 0.031227 | Time: 10487.9 ms [2022-04-08 20:19:12 main:581] : INFO : Epoch 1780 | loss: 0.0312183 | val_loss: 0.0312278 | Time: 10473.2 ms [2022-04-08 20:19:22 main:581] : INFO : Epoch 1781 | loss: 0.0312197 | val_loss: 0.0312272 | Time: 10460 ms [2022-04-08 20:19:32 main:581] : INFO : Epoch 1782 | loss: 0.0312174 | val_loss: 0.0312293 | Time: 10409.5 ms [2022-04-08 20:19:43 main:581] : INFO : Epoch 1783 | loss: 0.0312178 | val_loss: 0.031228 | Time: 10493.2 ms [2022-04-08 20:19:53 main:581] : INFO : Epoch 1784 | loss: 0.0312174 | val_loss: 0.0312281 | Time: 10345 ms [2022-04-08 20:20:04 main:581] : INFO : Epoch 1785 | loss: 0.0312175 | val_loss: 0.0312263 | Time: 10442.4 ms [2022-04-08 20:20:14 main:581] : INFO : Epoch 1786 | loss: 0.0312172 | val_loss: 0.0312249 | Time: 10370.1 ms [2022-04-08 20:20:24 main:581] : INFO : Epoch 1787 | loss: 0.0312173 | val_loss: 0.0312283 | Time: 10308.6 ms [2022-04-08 20:20:35 main:581] : INFO : Epoch 1788 | loss: 0.0312182 | val_loss: 0.0312247 | Time: 10405.5 ms [2022-04-08 20:20:45 main:581] : INFO : Epoch 1789 | loss: 0.0312172 | val_loss: 0.0312241 | Time: 10399.3 ms [2022-04-08 20:20:56 main:581] : INFO : Epoch 1790 | loss: 0.031217 | val_loss: 0.0312262 | Time: 10623.8 ms [2022-04-08 20:21:06 main:581] : INFO : Epoch 1791 | loss: 0.0312166 | val_loss: 0.0312244 | Time: 10413 ms [2022-04-08 20:21:17 main:581] : INFO : Epoch 1792 | loss: 0.0312162 | val_loss: 0.0312259 | Time: 10340.4 ms [2022-04-08 20:21:27 main:581] : INFO : Epoch 1793 | loss: 0.0312171 | val_loss: 0.0312268 | Time: 10518 ms [2022-04-08 20:21:37 main:581] : INFO : Epoch 1794 | loss: 0.0312169 | val_loss: 0.0312265 | Time: 10401.4 ms [2022-04-08 20:21:48 main:581] : INFO : Epoch 1795 | loss: 0.0312173 | val_loss: 0.0312268 | Time: 10593.7 ms [2022-04-08 20:21:59 main:581] : INFO : Epoch 1796 | loss: 0.0312202 | val_loss: 0.0312264 | Time: 10437.8 ms [2022-04-08 20:22:09 main:581] : INFO : Epoch 1797 | loss: 0.0312167 | val_loss: 0.0312274 | Time: 10468.2 ms [2022-04-08 20:22:20 main:581] : INFO : Epoch 1798 | loss: 0.0312166 | val_loss: 0.0312265 | Time: 10557.7 ms [2022-04-08 20:22:30 main:581] : INFO : Epoch 1799 | loss: 0.0312168 | val_loss: 0.0312255 | Time: 10417.2 ms [2022-04-08 20:22:40 main:581] : INFO : Epoch 1800 | loss: 0.031218 | val_loss: 0.0312309 | Time: 10351.5 ms [2022-04-08 20:22:51 main:581] : INFO : Epoch 1801 | loss: 0.0312186 | val_loss: 0.0312276 | Time: 10338.7 ms [2022-04-08 20:23:01 main:581] : INFO : Epoch 1802 | loss: 0.0312193 | val_loss: 0.031228 | Time: 10420.1 ms [2022-04-08 20:23:11 main:581] : INFO : Epoch 1803 | loss: 0.0312209 | val_loss: 0.0312305 | Time: 10339.2 ms [2022-04-08 20:23:22 main:581] : INFO : Epoch 1804 | loss: 0.0312207 | val_loss: 0.0312305 | Time: 10354.9 ms [2022-04-08 20:23:32 main:581] : INFO : Epoch 1805 | loss: 0.0312189 | val_loss: 0.0312276 | Time: 10464.6 ms [2022-04-08 20:23:42 main:581] : INFO : Epoch 1806 | loss: 0.0312162 | val_loss: 0.031228 | Time: 10124.1 ms [2022-04-08 20:23:53 main:581] : INFO : Epoch 1807 | loss: 0.0312158 | val_loss: 0.0312276 | Time: 10337.8 ms [2022-04-08 20:24:03 main:581] : INFO : Epoch 1808 | loss: 0.0312162 | val_loss: 0.0312264 | Time: 10226.2 ms [2022-04-08 20:24:13 main:581] : INFO : Epoch 1809 | loss: 0.0312177 | val_loss: 0.0312307 | Time: 10447.8 ms [2022-04-08 20:24:24 main:581] : INFO : Epoch 1810 | loss: 0.0312176 | val_loss: 0.0312266 | Time: 10336.1 ms [2022-04-08 20:24:34 main:581] : INFO : Epoch 1811 | loss: 0.0312161 | val_loss: 0.0312277 | Time: 10399.5 ms [2022-04-08 20:24:44 main:581] : INFO : Epoch 1812 | loss: 0.0312158 | val_loss: 0.0312257 | Time: 10345 ms [2022-04-08 20:24:55 main:581] : INFO : Epoch 1813 | loss: 0.0312171 | val_loss: 0.0312279 | Time: 10241.4 ms [2022-04-08 20:25:05 main:581] : INFO : Epoch 1814 | loss: 0.0312174 | val_loss: 0.0312283 | Time: 10320.4 ms [2022-04-08 20:25:15 main:581] : INFO : Epoch 1815 | loss: 0.0312169 | val_loss: 0.0312309 | Time: 10252.6 ms [2022-04-08 20:25:26 main:581] : INFO : Epoch 1816 | loss: 0.0312179 | val_loss: 0.0312277 | Time: 10527.8 ms [2022-04-08 20:25:36 main:581] : INFO : Epoch 1817 | loss: 0.0312183 | val_loss: 0.0312283 | Time: 10247.8 ms [2022-04-08 20:25:46 main:581] : INFO : Epoch 1818 | loss: 0.031218 | val_loss: 0.0312287 | Time: 10401 ms [2022-04-08 20:25:57 main:581] : INFO : Epoch 1819 | loss: 0.0312166 | val_loss: 0.0312304 | Time: 10410.6 ms [2022-04-08 20:26:07 main:581] : INFO : Epoch 1820 | loss: 0.0312172 | val_loss: 0.0312271 | Time: 10349 ms [2022-04-08 20:26:18 main:581] : INFO : Epoch 1821 | loss: 0.0312166 | val_loss: 0.0312259 | Time: 10315.9 ms [2022-04-08 20:26:28 main:581] : INFO : Epoch 1822 | loss: 0.0312175 | val_loss: 0.0312331 | Time: 10403 ms [2022-04-08 20:26:38 main:581] : INFO : Epoch 1823 | loss: 0.0312192 | val_loss: 0.0312262 | Time: 10490.6 ms [2022-04-08 20:26:49 main:581] : INFO : Epoch 1824 | loss: 0.0312184 | val_loss: 0.0312282 | Time: 10405.8 ms [2022-04-08 20:26:59 main:581] : INFO : Epoch 1825 | loss: 0.0312172 | val_loss: 0.0312274 | Time: 10498 ms [2022-04-08 20:27:10 main:581] : INFO : Epoch 1826 | loss: 0.0312158 | val_loss: 0.0312308 | Time: 10189.4 ms [2022-04-08 20:27:20 main:581] : INFO : Epoch 1827 | loss: 0.0312166 | val_loss: 0.0312264 | Time: 10359.9 ms [2022-04-08 20:27:30 main:581] : INFO : Epoch 1828 | loss: 0.0312159 | val_loss: 0.0312287 | Time: 10351.8 ms [2022-04-08 20:27:41 main:581] : INFO : Epoch 1829 | loss: 0.031216 | val_loss: 0.0312288 | Time: 10416.9 ms [2022-04-08 20:27:51 main:581] : INFO : Epoch 1830 | loss: 0.0312163 | val_loss: 0.0312272 | Time: 10529.9 ms [2022-04-08 20:28:02 main:581] : INFO : Epoch 1831 | loss: 0.0312166 | val_loss: 0.0312276 | Time: 10405.6 ms [2022-04-08 20:28:12 main:581] : INFO : Epoch 1832 | loss: 0.0312175 | val_loss: 0.0312265 | Time: 10530.4 ms [2022-04-08 20:28:23 main:581] : INFO : Epoch 1833 | loss: 0.031219 | val_loss: 0.031226 | Time: 10428 ms [2022-04-08 20:28:33 main:581] : INFO : Epoch 1834 | loss: 0.0312166 | val_loss: 0.0312246 | Time: 10377.2 ms [2022-04-08 20:28:43 main:581] : INFO : Epoch 1835 | loss: 0.0312158 | val_loss: 0.0312262 | Time: 10263.1 ms [2022-04-08 20:28:53 main:581] : INFO : Epoch 1836 | loss: 0.0312159 | val_loss: 0.0312263 | Time: 10218.7 ms [2022-04-08 20:29:04 main:581] : INFO : Epoch 1837 | loss: 0.0312163 | val_loss: 0.0312269 | Time: 10475.1 ms [2022-04-08 20:29:14 main:581] : INFO : Epoch 1838 | loss: 0.0312155 | val_loss: 0.0312296 | Time: 10375.8 ms [2022-04-08 20:29:25 main:581] : INFO : Epoch 1839 | loss: 0.0312197 | val_loss: 0.0312273 | Time: 10412.5 ms [2022-04-08 20:29:35 main:581] : INFO : Epoch 1840 | loss: 0.0312206 | val_loss: 0.031225 | Time: 10254.7 ms [2022-04-08 20:29:45 main:581] : INFO : Epoch 1841 | loss: 0.0312188 | val_loss: 0.0312257 | Time: 10232.2 ms [2022-04-08 20:29:55 main:581] : INFO : Epoch 1842 | loss: 0.0312183 | val_loss: 0.0312296 | Time: 9607.86 ms [2022-04-08 20:30:05 main:581] : INFO : Epoch 1843 | loss: 0.0312201 | val_loss: 0.0312298 | Time: 10301 ms [2022-04-08 20:30:16 main:581] : INFO : Epoch 1844 | loss: 0.0312196 | val_loss: 0.031228 | Time: 10708.7 ms [2022-04-08 20:30:26 main:581] : INFO : Epoch 1845 | loss: 0.0312197 | val_loss: 0.0312268 | Time: 9993.78 ms [2022-04-08 20:30:36 main:581] : INFO : Epoch 1846 | loss: 0.0312191 | val_loss: 0.0312248 | Time: 10197 ms [2022-04-08 20:30:43 main:581] : INFO : Epoch 1847 | loss: 0.0312172 | val_loss: 0.0312237 | Time: 7340.46 ms [2022-04-08 20:30:54 main:581] : INFO : Epoch 1848 | loss: 0.0312169 | val_loss: 0.0312252 | Time: 10559.7 ms [2022-04-08 20:31:04 main:581] : INFO : Epoch 1849 | loss: 0.0312167 | val_loss: 0.0312263 | Time: 10085.4 ms [2022-04-08 20:31:13 main:581] : INFO : Epoch 1850 | loss: 0.0312176 | val_loss: 0.0312246 | Time: 8522.62 ms [2022-04-08 20:31:21 main:581] : INFO : Epoch 1851 | loss: 0.0312167 | val_loss: 0.0312253 | Time: 8179.1 ms [2022-04-08 20:31:31 main:581] : INFO : Epoch 1852 | loss: 0.0312162 | val_loss: 0.0312247 | Time: 10104.4 ms [2022-04-08 20:31:41 main:581] : INFO : Epoch 1853 | loss: 0.0312171 | val_loss: 0.0312276 | Time: 10245.8 ms [2022-04-08 20:31:48 main:581] : INFO : Epoch 1854 | loss: 0.0312165 | val_loss: 0.0312281 | Time: 7419.95 ms [2022-04-08 20:31:56 main:581] : INFO : Epoch 1855 | loss: 0.0312176 | val_loss: 0.0312246 | Time: 7216.79 ms [2022-04-08 20:32:01 main:581] : INFO : Epoch 1856 | loss: 0.0312163 | val_loss: 0.0312251 | Time: 5783.28 ms [2022-04-08 20:32:11 main:581] : INFO : Epoch 1857 | loss: 0.0312159 | val_loss: 0.0312247 | Time: 9756.2 ms [2022-04-08 20:32:22 main:581] : INFO : Epoch 1858 | loss: 0.031216 | val_loss: 0.0312257 | Time: 10325.2 ms [2022-04-08 20:32:32 main:581] : INFO : Epoch 1859 | loss: 0.0312174 | val_loss: 0.0312277 | Time: 10421.7 ms [2022-04-08 20:32:43 main:581] : INFO : Epoch 1860 | loss: 0.0312162 | val_loss: 0.0312245 | Time: 10735.9 ms [2022-04-08 20:32:51 main:581] : INFO : Epoch 1861 | loss: 0.0312162 | val_loss: 0.0312258 | Time: 7808.88 ms [2022-04-08 20:33:01 main:581] : INFO : Epoch 1862 | loss: 0.0312157 | val_loss: 0.0312253 | Time: 10369 ms [2022-04-08 20:33:11 main:581] : INFO : Epoch 1863 | loss: 0.0312161 | val_loss: 0.0312305 | Time: 10479.2 ms [2022-04-08 20:33:22 main:581] : INFO : Epoch 1864 | loss: 0.0312207 | val_loss: 0.0312252 | Time: 10226.2 ms [2022-04-08 20:33:32 main:581] : INFO : Epoch 1865 | loss: 0.0312171 | val_loss: 0.0312253 | Time: 10427.1 ms [2022-04-08 20:33:42 main:581] : INFO : Epoch 1866 | loss: 0.0312167 | val_loss: 0.0312263 | Time: 10194.7 ms [2022-04-08 20:33:53 main:581] : INFO : Epoch 1867 | loss: 0.031216 | val_loss: 0.0312244 | Time: 10430 ms [2022-04-08 20:34:03 main:581] : INFO : Epoch 1868 | loss: 0.0312157 | val_loss: 0.0312273 | Time: 10299.6 ms [2022-04-08 20:34:13 main:581] : INFO : Epoch 1869 | loss: 0.0312171 | val_loss: 0.0312258 | Time: 10427.8 ms [2022-04-08 20:34:24 main:581] : INFO : Epoch 1870 | loss: 0.0312172 | val_loss: 0.0312286 | Time: 10505.5 ms [2022-04-08 20:34:34 main:581] : INFO : Epoch 1871 | loss: 0.0312177 | val_loss: 0.0312259 | Time: 10447.9 ms [2022-04-08 20:34:45 main:581] : INFO : Epoch 1872 | loss: 0.0312159 | val_loss: 0.0312255 | Time: 10482.1 ms [2022-04-08 20:34:55 main:581] : INFO : Epoch 1873 | loss: 0.0312156 | val_loss: 0.0312252 | Time: 10295.8 ms [2022-04-08 20:35:06 main:581] : INFO : Epoch 1874 | loss: 0.0312156 | val_loss: 0.0312254 | Time: 10411.8 ms [2022-04-08 20:35:16 main:581] : INFO : Epoch 1875 | loss: 0.0312154 | val_loss: 0.031225 | Time: 10240.2 ms [2022-04-08 20:35:26 main:581] : INFO : Epoch 1876 | loss: 0.0312155 | val_loss: 0.0312273 | Time: 10034.1 ms [2022-04-08 20:35:36 main:581] : INFO : Epoch 1877 | loss: 0.0312176 | val_loss: 0.0312281 | Time: 10353 ms [2022-04-08 20:35:47 main:581] : INFO : Epoch 1878 | loss: 0.0312192 | val_loss: 0.0312292 | Time: 10376.7 ms [2022-04-08 20:35:57 main:581] : INFO : Epoch 1879 | loss: 0.0312182 | val_loss: 0.0312274 | Time: 10462.9 ms [2022-04-08 20:36:07 main:581] : INFO : Epoch 1880 | loss: 0.0351025 | val_loss: 0.0334288 | Time: 10412.1 ms [2022-04-08 20:36:18 main:581] : INFO : Epoch 1881 | loss: 0.0476005 | val_loss: 0.0354136 | Time: 10556.9 ms [2022-04-08 20:36:28 main:581] : INFO : Epoch 1882 | loss: 0.0322935 | val_loss: 0.0314421 | Time: 10448.3 ms [2022-04-08 20:36:39 main:581] : INFO : Epoch 1883 | loss: 0.0314048 | val_loss: 0.0313117 | Time: 10246.2 ms [2022-04-08 20:36:49 main:581] : INFO : Epoch 1884 | loss: 0.0312808 | val_loss: 0.0312664 | Time: 10381.5 ms [2022-04-08 20:37:00 main:581] : INFO : Epoch 1885 | loss: 0.0312566 | val_loss: 0.0312498 | Time: 10534.1 ms [2022-04-08 20:37:10 main:581] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.031249 | Time: 10590.3 ms [2022-04-08 20:37:21 main:581] : INFO : Epoch 1887 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 10488.9 ms [2022-04-08 20:37:31 main:581] : INFO : Epoch 1888 | loss: 0.031246 | val_loss: 0.0312446 | Time: 10568.3 ms [2022-04-08 20:37:42 main:581] : INFO : Epoch 1889 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 10483.5 ms [2022-04-08 20:37:52 main:581] : INFO : Epoch 1890 | loss: 0.031243 | val_loss: 0.0312413 | Time: 10494.5 ms [2022-04-08 20:38:03 main:581] : INFO : Epoch 1891 | loss: 0.0312416 | val_loss: 0.0312399 | Time: 10449.5 ms [2022-04-08 20:38:13 main:581] : INFO : Epoch 1892 | loss: 0.0312403 | val_loss: 0.0312395 | Time: 10443.8 ms [2022-04-08 20:38:24 main:581] : INFO : Epoch 1893 | loss: 0.0312389 | val_loss: 0.0312382 | Time: 10595.7 ms [2022-04-08 20:38:34 main:581] : INFO : Epoch 1894 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 10424 ms [2022-04-08 20:38:45 main:581] : INFO : Epoch 1895 | loss: 0.0312369 | val_loss: 0.0312355 | Time: 10453.5 ms [2022-04-08 20:38:55 main:581] : INFO : Epoch 1896 | loss: 0.0312361 | val_loss: 0.0312347 | Time: 10394.7 ms [2022-04-08 20:39:05 main:581] : INFO : Epoch 1897 | loss: 0.0312353 | val_loss: 0.0312338 | Time: 10431.8 ms [2022-04-08 20:39:16 main:581] : INFO : Epoch 1898 | loss: 0.0312346 | val_loss: 0.0312333 | Time: 10479.4 ms [2022-04-08 20:39:26 main:581] : INFO : Epoch 1899 | loss: 0.0312339 | val_loss: 0.0312333 | Time: 10215.8 ms [2022-04-08 20:39:37 main:581] : INFO : Epoch 1900 | loss: 0.0312331 | val_loss: 0.0312324 | Time: 10553.6 ms [2022-04-08 20:39:47 main:581] : INFO : Epoch 1901 | loss: 0.0312325 | val_loss: 0.031232 | Time: 10406.1 ms [2022-04-08 20:39:58 main:581] : INFO : Epoch 1902 | loss: 0.0312322 | val_loss: 0.031232 | Time: 10491.8 ms [2022-04-08 20:40:08 main:581] : INFO : Epoch 1903 | loss: 0.0312318 | val_loss: 0.0312312 | Time: 10386.2 ms [2022-04-08 20:40:18 main:581] : INFO : Epoch 1904 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 10391.3 ms [2022-04-08 20:40:29 main:581] : INFO : Epoch 1905 | loss: 0.031231 | val_loss: 0.0312308 | Time: 10359.7 ms [2022-04-08 20:40:39 main:581] : INFO : Epoch 1906 | loss: 0.0312308 | val_loss: 0.0312307 | Time: 10262.6 ms [2022-04-08 20:40:49 main:581] : INFO : Epoch 1907 | loss: 0.0312306 | val_loss: 0.0312305 | Time: 10397.2 ms [2022-04-08 20:41:00 main:581] : INFO : Epoch 1908 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 10378.8 ms [2022-04-08 20:41:10 main:581] : INFO : Epoch 1909 | loss: 0.0312304 | val_loss: 0.0312304 | Time: 10593.9 ms [2022-04-08 20:41:21 main:581] : INFO : Epoch 1910 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 10480 ms [2022-04-08 20:41:31 main:581] : INFO : Epoch 1911 | loss: 0.0312296 | val_loss: 0.0312301 | Time: 10316.5 ms [2022-04-08 20:41:42 main:581] : INFO : Epoch 1912 | loss: 0.0312294 | val_loss: 0.0312299 | Time: 10622.5 ms [2022-04-08 20:41:52 main:581] : INFO : Epoch 1913 | loss: 0.0312293 | val_loss: 0.0312298 | Time: 10377.4 ms [2022-04-08 20:42:03 main:581] : INFO : Epoch 1914 | loss: 0.0312292 | val_loss: 0.0312299 | Time: 10495.9 ms [2022-04-08 20:42:13 main:581] : INFO : Epoch 1915 | loss: 0.0312289 | val_loss: 0.0312297 | Time: 10459 ms [2022-04-08 20:42:24 main:581] : INFO : Epoch 1916 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 10493.3 ms [2022-04-08 20:42:34 main:581] : INFO : Epoch 1917 | loss: 0.031229 | val_loss: 0.0312295 | Time: 10493.5 ms [2022-04-08 20:42:45 main:581] : INFO : Epoch 1918 | loss: 0.0312283 | val_loss: 0.0312294 | Time: 10401.1 ms [2022-04-08 20:42:55 main:581] : INFO : Epoch 1919 | loss: 0.0312283 | val_loss: 0.031229 | Time: 10420 ms [2022-04-08 20:43:05 main:581] : INFO : Epoch 1920 | loss: 0.0312278 | val_loss: 0.0312295 | Time: 10459.2 ms [2022-04-08 20:43:16 main:581] : INFO : Epoch 1921 | loss: 0.0312283 | val_loss: 0.0312288 | Time: 10474.6 ms [2022-04-08 20:43:26 main:581] : INFO : Epoch 1922 | loss: 0.0312279 | val_loss: 0.0312293 | Time: 10409.8 ms [2022-04-08 20:43:37 main:581] : INFO : Epoch 1923 | loss: 0.0312279 | val_loss: 0.0312291 | Time: 10593.9 ms [2022-04-08 20:43:47 main:581] : INFO : Epoch 1924 | loss: 0.0312275 | val_loss: 0.0312289 | Time: 10342.6 ms [2022-04-08 20:43:57 main:581] : INFO : Epoch 1925 | loss: 0.0312274 | val_loss: 0.0312284 | Time: 10261.1 ms [2022-04-08 20:44:08 main:581] : INFO : Epoch 1926 | loss: 0.0312271 | val_loss: 0.0312292 | Time: 10530 ms [2022-04-08 20:44:18 main:581] : INFO : Epoch 1927 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 10469.7 ms [2022-04-08 20:44:29 main:581] : INFO : Epoch 1928 | loss: 0.0312271 | val_loss: 0.0312282 | Time: 10472 ms [2022-04-08 20:44:39 main:581] : INFO : Epoch 1929 | loss: 0.0312271 | val_loss: 0.0312283 | Time: 10298 ms [2022-04-08 20:44:50 main:581] : INFO : Epoch 1930 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 10465.7 ms [2022-04-08 20:45:00 main:581] : INFO : Epoch 1931 | loss: 0.031227 | val_loss: 0.0312282 | Time: 10350.3 ms [2022-04-08 20:45:10 main:581] : INFO : Epoch 1932 | loss: 0.0312271 | val_loss: 0.0312282 | Time: 10294.8 ms [2022-04-08 20:45:21 main:581] : INFO : Epoch 1933 | loss: 0.0312269 | val_loss: 0.0312282 | Time: 10310.4 ms [2022-04-08 20:45:31 main:581] : INFO : Epoch 1934 | loss: 0.0312267 | val_loss: 0.0312288 | Time: 10295.8 ms [2022-04-08 20:45:41 main:581] : INFO : Epoch 1935 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 10492 ms [2022-04-08 20:45:52 main:581] : INFO : Epoch 1936 | loss: 0.0312268 | val_loss: 0.0312282 | Time: 10353.3 ms [2022-04-08 20:46:02 main:581] : INFO : Epoch 1937 | loss: 0.0312268 | val_loss: 0.031228 | Time: 10541 ms [2022-04-08 20:46:13 main:581] : INFO : Epoch 1938 | loss: 0.0312269 | val_loss: 0.0312277 | Time: 10323.5 ms [2022-04-08 20:46:23 main:581] : INFO : Epoch 1939 | loss: 0.0312277 | val_loss: 0.0312286 | Time: 10246.1 ms [2022-04-08 20:46:33 main:581] : INFO : Epoch 1940 | loss: 0.0312269 | val_loss: 0.0312286 | Time: 10562.4 ms [2022-04-08 20:46:44 main:581] : INFO : Epoch 1941 | loss: 0.0312269 | val_loss: 0.0312276 | Time: 10266.8 ms [2022-04-08 20:46:54 main:581] : INFO : Epoch 1942 | loss: 0.0312265 | val_loss: 0.0312276 | Time: 10433.7 ms [2022-04-08 20:47:05 main:581] : INFO : Epoch 1943 | loss: 0.0312273 | val_loss: 0.0312288 | Time: 10368.1 ms [2022-04-08 20:47:15 main:581] : INFO : Epoch 1944 | loss: 0.0312267 | val_loss: 0.0312279 | Time: 10555.7 ms [2022-04-08 20:47:26 main:581] : INFO : Epoch 1945 | loss: 0.0312264 | val_loss: 0.0312281 | Time: 10495.9 ms [2022-04-08 20:47:36 main:581] : INFO : Epoch 1946 | loss: 0.0312264 | val_loss: 0.0312275 | Time: 10306.7 ms [2022-04-08 20:47:46 main:581] : INFO : Epoch 1947 | loss: 0.0312269 | val_loss: 0.0312281 | Time: 10468.8 ms [2022-04-08 20:47:57 main:581] : INFO : Epoch 1948 | loss: 0.0312266 | val_loss: 0.0312278 | Time: 10323.6 ms [2022-04-08 20:48:07 main:581] : INFO : Epoch 1949 | loss: 0.0312262 | val_loss: 0.031228 | Time: 10519.5 ms [2022-04-08 20:48:18 main:581] : INFO : Epoch 1950 | loss: 0.0312262 | val_loss: 0.0312274 | Time: 10446 ms [2022-04-08 20:48:28 main:581] : INFO : Epoch 1951 | loss: 0.0312264 | val_loss: 0.0312277 | Time: 10566.2 ms [2022-04-08 20:48:39 main:581] : INFO : Epoch 1952 | loss: 0.0312261 | val_loss: 0.031228 | Time: 10433.2 ms [2022-04-08 20:48:49 main:581] : INFO : Epoch 1953 | loss: 0.0312269 | val_loss: 0.0312284 | Time: 10448.1 ms [2022-04-08 20:49:00 main:581] : INFO : Epoch 1954 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 10474.5 ms [2022-04-08 20:49:10 main:581] : INFO : Epoch 1955 | loss: 0.0312262 | val_loss: 0.0312275 | Time: 10435.6 ms [2022-04-08 20:49:21 main:581] : INFO : Epoch 1956 | loss: 0.0312263 | val_loss: 0.0312279 | Time: 10516.8 ms [2022-04-08 20:49:31 main:581] : INFO : Epoch 1957 | loss: 0.031226 | val_loss: 0.0312272 | Time: 10527.5 ms [2022-04-08 20:49:42 main:581] : INFO : Epoch 1958 | loss: 0.0312261 | val_loss: 0.0312276 | Time: 10535.9 ms [2022-04-08 20:49:52 main:581] : INFO : Epoch 1959 | loss: 0.0312259 | val_loss: 0.0312277 | Time: 10345.1 ms [2022-04-08 20:50:02 main:581] : INFO : Epoch 1960 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 10378.4 ms [2022-04-08 20:50:13 main:581] : INFO : Epoch 1961 | loss: 0.0312258 | val_loss: 0.0312275 | Time: 10499.9 ms [2022-04-08 20:50:23 main:581] : INFO : Epoch 1962 | loss: 0.031226 | val_loss: 0.0312272 | Time: 10509.4 ms [2022-04-08 20:50:34 main:581] : INFO : Epoch 1963 | loss: 0.0312257 | val_loss: 0.0312286 | Time: 10624.6 ms [2022-04-08 20:50:44 main:581] : INFO : Epoch 1964 | loss: 0.0312262 | val_loss: 0.0312276 | Time: 10379.6 ms [2022-04-08 20:50:55 main:581] : INFO : Epoch 1965 | loss: 0.031226 | val_loss: 0.0312277 | Time: 10505.7 ms [2022-04-08 20:51:05 main:581] : INFO : Epoch 1966 | loss: 0.0312257 | val_loss: 0.031227 | Time: 10364.1 ms [2022-04-08 20:51:16 main:581] : INFO : Epoch 1967 | loss: 0.0312256 | val_loss: 0.0312271 | Time: 10323.6 ms [2022-04-08 20:51:26 main:581] : INFO : Epoch 1968 | loss: 0.0312257 | val_loss: 0.0312273 | Time: 10438.6 ms [2022-04-08 20:51:36 main:581] : INFO : Epoch 1969 | loss: 0.0312267 | val_loss: 0.0312283 | Time: 10416.9 ms [2022-04-08 20:51:47 main:581] : INFO : Epoch 1970 | loss: 0.0312261 | val_loss: 0.0312276 | Time: 10423 ms [2022-04-08 20:51:57 main:581] : INFO : Epoch 1971 | loss: 0.0312261 | val_loss: 0.0312273 | Time: 10368.7 ms [2022-04-08 20:52:08 main:581] : INFO : Epoch 1972 | loss: 0.0312257 | val_loss: 0.0312274 | Time: 10377.3 ms [2022-04-08 20:52:18 main:581] : INFO : Epoch 1973 | loss: 0.0312256 | val_loss: 0.0312274 | Time: 10291.6 ms [2022-04-08 20:52:28 main:581] : INFO : Epoch 1974 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 9802.3 ms [2022-04-08 20:52:38 main:581] : INFO : Epoch 1975 | loss: 0.0312258 | val_loss: 0.0312279 | Time: 10217.1 ms [2022-04-08 20:52:49 main:581] : INFO : Epoch 1976 | loss: 0.0312257 | val_loss: 0.0312274 | Time: 10661.5 ms [2022-04-08 20:52:59 main:581] : INFO : Epoch 1977 | loss: 0.031226 | val_loss: 0.031228 | Time: 10432.2 ms [2022-04-08 20:53:09 main:581] : INFO : Epoch 1978 | loss: 0.0312257 | val_loss: 0.0312275 | Time: 10123.8 ms [2022-04-08 20:53:19 main:581] : INFO : Epoch 1979 | loss: 0.0312255 | val_loss: 0.0312276 | Time: 10017.3 ms [2022-04-08 20:53:29 main:581] : INFO : Epoch 1980 | loss: 0.0312259 | val_loss: 0.0312284 | Time: 10116.2 ms [2022-04-08 20:53:39 main:581] : INFO : Epoch 1981 | loss: 0.0312257 | val_loss: 0.0312275 | Time: 10094.2 ms [2022-04-08 20:53:50 main:581] : INFO : Epoch 1982 | loss: 0.0312255 | val_loss: 0.0312272 | Time: 10384.8 ms [2022-04-08 20:53:59 main:581] : INFO : Epoch 1983 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 9719.55 ms [2022-04-08 20:54:09 main:581] : INFO : Epoch 1984 | loss: 0.0312259 | val_loss: 0.0312283 | Time: 9457.11 ms [2022-04-08 20:54:18 main:581] : INFO : Epoch 1985 | loss: 0.0312259 | val_loss: 0.0312271 | Time: 9411.8 ms [2022-04-08 20:54:28 main:581] : INFO : Epoch 1986 | loss: 0.0312254 | val_loss: 0.0312282 | Time: 9982.51 ms [2022-04-08 20:54:33 main:581] : INFO : Epoch 1987 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 5037.16 ms [2022-04-08 20:54:43 main:581] : INFO : Epoch 1988 | loss: 0.0312259 | val_loss: 0.0312274 | Time: 9180.38 ms [2022-04-08 20:54:53 main:581] : INFO : Epoch 1989 | loss: 0.0312254 | val_loss: 0.0312291 | Time: 10766.2 ms [2022-04-08 20:55:04 main:581] : INFO : Epoch 1990 | loss: 0.0312257 | val_loss: 0.0312273 | Time: 10373.3 ms [2022-04-08 20:55:14 main:581] : INFO : Epoch 1991 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 10099.8 ms [2022-04-08 20:55:24 main:581] : INFO : Epoch 1992 | loss: 0.0312253 | val_loss: 0.0312272 | Time: 10023.5 ms [2022-04-08 20:55:34 main:581] : INFO : Epoch 1993 | loss: 0.0312252 | val_loss: 0.0312271 | Time: 10292.1 ms [2022-04-08 20:55:44 main:581] : INFO : Epoch 1994 | loss: 0.0312257 | val_loss: 0.0312276 | Time: 10332.1 ms [2022-04-08 20:55:52 main:581] : INFO : Epoch 1995 | loss: 0.0312259 | val_loss: 0.0312278 | Time: 7958.77 ms [2022-04-08 20:56:03 main:581] : INFO : Epoch 1996 | loss: 0.0312256 | val_loss: 0.0312282 | Time: 10403.1 ms [2022-04-08 20:56:13 main:581] : INFO : Epoch 1997 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 10294.7 ms [2022-04-08 20:56:24 main:581] : INFO : Epoch 1998 | loss: 0.0312253 | val_loss: 0.031227 | Time: 10404 ms [2022-04-08 20:56:34 main:581] : INFO : Epoch 1999 | loss: 0.0312253 | val_loss: 0.0312273 | Time: 10388.6 ms [2022-04-08 20:56:45 main:581] : INFO : Epoch 2000 | loss: 0.0312255 | val_loss: 0.0312274 | Time: 10597.3 ms [2022-04-08 20:56:55 main:581] : INFO : Epoch 2001 | loss: 0.0312253 | val_loss: 0.0312272 | Time: 10398.2 ms [2022-04-08 20:57:05 main:581] : INFO : Epoch 2002 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 10401.4 ms [2022-04-08 20:57:16 main:581] : INFO : Epoch 2003 | loss: 0.0312255 | val_loss: 0.0312276 | Time: 10513.6 ms [2022-04-08 20:57:26 main:581] : INFO : Epoch 2004 | loss: 0.0312281 | val_loss: 0.0312306 | Time: 10339 ms [2022-04-08 20:57:37 main:581] : INFO : Epoch 2005 | loss: 0.0312272 | val_loss: 0.0312287 | Time: 10606.9 ms [2022-04-08 20:57:47 main:581] : INFO : Epoch 2006 | loss: 0.0312256 | val_loss: 0.0312291 | Time: 10495.9 ms [2022-04-08 20:57:58 main:581] : INFO : Epoch 2007 | loss: 0.0312258 | val_loss: 0.0312273 | Time: 10486 ms [2022-04-08 20:58:08 main:581] : INFO : Epoch 2008 | loss: 0.0312252 | val_loss: 0.0312272 | Time: 10425.6 ms [2022-04-08 20:58:18 main:581] : INFO : Epoch 2009 | loss: 0.0312257 | val_loss: 0.0312281 | Time: 10301.3 ms [2022-04-08 20:58:29 main:581] : INFO : Epoch 2010 | loss: 0.0312257 | val_loss: 0.0312271 | Time: 10470.4 ms [2022-04-08 20:58:39 main:581] : INFO : Epoch 2011 | loss: 0.0312249 | val_loss: 0.0312273 | Time: 10387.8 ms [2022-04-08 20:58:50 main:581] : INFO : Epoch 2012 | loss: 0.0312252 | val_loss: 0.031227 | Time: 10600.3 ms [2022-04-08 20:59:00 main:581] : INFO : Epoch 2013 | loss: 0.0312257 | val_loss: 0.0312284 | Time: 10430.9 ms [2022-04-08 20:59:11 main:581] : INFO : Epoch 2014 | loss: 0.0312266 | val_loss: 0.0312273 | Time: 10536.8 ms [2022-04-08 20:59:21 main:581] : INFO : Epoch 2015 | loss: 0.0312252 | val_loss: 0.0312275 | Time: 10388 ms [2022-04-08 20:59:32 main:581] : INFO : Epoch 2016 | loss: 0.0312255 | val_loss: 0.0312278 | Time: 10354.4 ms [2022-04-08 20:59:42 main:581] : INFO : Epoch 2017 | loss: 0.0312248 | val_loss: 0.0312272 | Time: 10442.5 ms [2022-04-08 20:59:52 main:581] : INFO : Epoch 2018 | loss: 0.0312248 | val_loss: 0.0312274 | Time: 10364.7 ms [2022-04-08 21:00:03 main:581] : INFO : Epoch 2019 | loss: 0.031225 | val_loss: 0.0312279 | Time: 10582 ms [2022-04-08 21:00:13 main:581] : INFO : Epoch 2020 | loss: 0.0312261 | val_loss: 0.0312294 | Time: 10391.8 ms [2022-04-08 21:00:24 main:581] : INFO : Epoch 2021 | loss: 0.0312253 | val_loss: 0.0312276 | Time: 10553.3 ms [2022-04-08 21:00:34 main:581] : INFO : Epoch 2022 | loss: 0.0312251 | val_loss: 0.0312276 | Time: 10392.3 ms [2022-04-08 21:00:45 main:581] : INFO : Epoch 2023 | loss: 0.0312251 | val_loss: 0.031228 | Time: 10471.8 ms [2022-04-08 21:00:55 main:581] : INFO : Epoch 2024 | loss: 0.031225 | val_loss: 0.0312274 | Time: 10260.7 ms [2022-04-08 21:01:05 main:581] : INFO : Epoch 2025 | loss: 0.031225 | val_loss: 0.0312274 | Time: 10314.9 ms [2022-04-08 21:01:16 main:581] : INFO : Epoch 2026 | loss: 0.0312246 | val_loss: 0.0312276 | Time: 10384.1 ms [2022-04-08 21:01:26 main:581] : INFO : Epoch 2027 | loss: 0.0312249 | val_loss: 0.0312274 | Time: 10230.7 ms [2022-04-08 21:01:37 main:581] : INFO : Epoch 2028 | loss: 0.0312268 | val_loss: 0.031231 | Time: 10489.1 ms [2022-04-08 21:01:47 main:581] : INFO : Epoch 2029 | loss: 0.031227 | val_loss: 0.0312276 | Time: 10294.3 ms [2022-04-08 21:01:57 main:581] : INFO : Epoch 2030 | loss: 0.0312255 | val_loss: 0.0312281 | Time: 10418.7 ms [2022-04-08 21:02:08 main:581] : INFO : Epoch 2031 | loss: 0.0312249 | val_loss: 0.0312275 | Time: 10502 ms [2022-04-08 21:02:18 main:581] : INFO : Epoch 2032 | loss: 0.0312245 | val_loss: 0.0312279 | Time: 10393.5 ms [2022-04-08 21:02:29 main:581] : INFO : Epoch 2033 | loss: 0.0312246 | val_loss: 0.0312276 | Time: 10490.8 ms [2022-04-08 21:02:39 main:581] : INFO : Epoch 2034 | loss: 0.0312251 | val_loss: 0.0312272 | Time: 10337 ms [2022-04-08 21:02:49 main:581] : INFO : Epoch 2035 | loss: 0.0312247 | val_loss: 0.0312282 | Time: 10446.9 ms [2022-04-08 21:03:00 main:581] : INFO : Epoch 2036 | loss: 0.0312252 | val_loss: 0.0312309 | Time: 10421.9 ms [2022-04-08 21:03:10 main:581] : INFO : Epoch 2037 | loss: 0.031226 | val_loss: 0.0312282 | Time: 10261.5 ms [2022-04-08 21:03:20 main:581] : INFO : Epoch 2038 | loss: 0.0312255 | val_loss: 0.0312284 | Time: 10322.5 ms [2022-04-08 21:03:31 main:581] : INFO : Epoch 2039 | loss: 0.0312249 | val_loss: 0.0312278 | Time: 10340.4 ms [2022-04-08 21:03:41 main:581] : INFO : Epoch 2040 | loss: 0.0312246 | val_loss: 0.0312291 | Time: 10447.8 ms [2022-04-08 21:03:52 main:581] : INFO : Epoch 2041 | loss: 0.0312255 | val_loss: 0.0312282 | Time: 10319.9 ms [2022-04-08 21:04:02 main:581] : INFO : Epoch 2042 | loss: 0.0312253 | val_loss: 0.0312293 | Time: 10505.1 ms [2022-04-08 21:04:12 main:581] : INFO : Epoch 2043 | loss: 0.0312262 | val_loss: 0.0312277 | Time: 10346.7 ms [2022-04-08 21:04:23 main:581] : INFO : Epoch 2044 | loss: 0.0312258 | val_loss: 0.0312286 | Time: 10352 ms [2022-04-08 21:04:33 main:581] : INFO : Epoch 2045 | loss: 0.0312248 | val_loss: 0.0312278 | Time: 10371.7 ms [2022-04-08 21:04:43 main:581] : INFO : Epoch 2046 | loss: 0.0312248 | val_loss: 0.0312279 | Time: 10381.2 ms [2022-04-08 21:04:54 main:581] : INFO : Epoch 2047 | loss: 0.0312264 | val_loss: 0.03123 | Time: 10321.8 ms [2022-04-08 21:05:04 main:581] : INFO : Epoch 2048 | loss: 0.0312257 | val_loss: 0.0312278 | Time: 10456.6 ms [2022-04-08 21:05:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312278 [2022-04-08 21:05:04 main:610] : INFO : Saving end state to config to file [2022-04-08 21:05:04 main:615] : INFO : Success, exiting.. 21:05:04 (10957): 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)