Task 10834481
| Name | ParityModified-1639956042-32246-2-0_0 |
| Workunit | 8143263 |
| Created | 17 Jan 2022, 1:12:16 UTC |
| Sent | 3 Feb 2022, 3:43:50 UTC |
| Report deadline | 11 Feb 2022, 3:43:50 UTC |
| Received | 3 Feb 2022, 5:06:17 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7333 |
| Run time | 41 min 24 sec |
| CPU time | 41 min 6 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 9,144.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.031119 | val_loss: 0.031141 | Time: 1202.2 ms [2022-02-02 21:18:13 main:574] : INFO : Epoch 1543 | loss: 0.0311222 | val_loss: 0.0311322 | Time: 1202.32 ms [2022-02-02 21:18:15 main:574] : INFO : Epoch 1544 | loss: 0.0311219 | val_loss: 0.0311285 | Time: 1200.39 ms [2022-02-02 21:18:16 main:574] : INFO : Epoch 1545 | loss: 0.0311302 | val_loss: 0.0311573 | Time: 1205.34 ms [2022-02-02 21:18:17 main:574] : INFO : Epoch 1546 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 1201.17 ms [2022-02-02 21:18:18 main:574] : INFO : Epoch 1547 | loss: 0.0311434 | val_loss: 0.0311458 | Time: 1199.17 ms [2022-02-02 21:18:19 main:574] : INFO : Epoch 1548 | loss: 0.0311366 | val_loss: 0.0311421 | Time: 1200.58 ms [2022-02-02 21:18:21 main:574] : INFO : Epoch 1549 | loss: 0.0311316 | val_loss: 0.0311446 | Time: 1200.19 ms [2022-02-02 21:18:22 main:574] : INFO : Epoch 1550 | loss: 0.0311302 | val_loss: 0.0311415 | Time: 1208.19 ms [2022-02-02 21:18:23 main:574] : INFO : Epoch 1551 | loss: 0.0311295 | val_loss: 0.0311503 | Time: 1200.68 ms [2022-02-02 21:18:24 main:574] : INFO : Epoch 1552 | loss: 0.0311303 | val_loss: 0.0311439 | Time: 1201.18 ms [2022-02-02 21:18:25 main:574] : INFO : Epoch 1553 | loss: 0.0311316 | val_loss: 0.0311442 | Time: 1210.94 ms [2022-02-02 21:18:27 main:574] : INFO : Epoch 1554 | loss: 0.0311255 | val_loss: 0.0311425 | Time: 1199.65 ms [2022-02-02 21:18:28 main:574] : INFO : Epoch 1555 | loss: 0.0311256 | val_loss: 0.0311432 | Time: 1205.19 ms [2022-02-02 21:18:29 main:574] : INFO : Epoch 1556 | loss: 0.0311267 | val_loss: 0.0311425 | Time: 1202.87 ms [2022-02-02 21:18:30 main:574] : INFO : Epoch 1557 | loss: 0.0311254 | val_loss: 0.0311374 | Time: 1198.64 ms [2022-02-02 21:18:32 main:574] : INFO : Epoch 1558 | loss: 0.031124 | val_loss: 0.0311395 | Time: 1207.61 ms [2022-02-02 21:18:33 main:574] : INFO : Epoch 1559 | loss: 0.0311266 | val_loss: 0.0311472 | Time: 1200.64 ms [2022-02-02 21:18:34 main:574] : INFO : Epoch 1560 | loss: 0.0311298 | val_loss: 0.0311448 | Time: 1203.24 ms [2022-02-02 21:18:35 main:574] : INFO : Epoch 1561 | loss: 0.0311274 | val_loss: 0.0311471 | Time: 1198.49 ms [2022-02-02 21:18:36 main:574] : INFO : Epoch 1562 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 1204.2 ms [2022-02-02 21:18:38 main:574] : INFO : Epoch 1563 | loss: 0.0311243 | val_loss: 0.0311462 | Time: 1206.6 ms [2022-02-02 21:18:39 main:574] : INFO : Epoch 1564 | loss: 0.0311222 | val_loss: 0.031142 | Time: 1200.54 ms [2022-02-02 21:18:40 main:574] : INFO : Epoch 1565 | loss: 0.031121 | val_loss: 0.0311417 | Time: 1201.14 ms [2022-02-02 21:18:41 main:574] : INFO : Epoch 1566 | loss: 0.0311184 | val_loss: 0.0311414 | Time: 1203.02 ms [2022-02-02 21:18:42 main:574] : INFO : Epoch 1567 | loss: 0.0311199 | val_loss: 0.0311399 | Time: 1206.69 ms [2022-02-02 21:18:44 main:574] : INFO : Epoch 1568 | loss: 0.0311215 | val_loss: 0.0311377 | Time: 1207.58 ms [2022-02-02 21:18:45 main:574] : INFO : Epoch 1569 | loss: 0.0311205 | val_loss: 0.0311427 | Time: 1202.16 ms [2022-02-02 21:18:46 main:574] : INFO : Epoch 1570 | loss: 0.0311216 | val_loss: 0.0311425 | Time: 1200.65 ms [2022-02-02 21:18:47 main:574] : INFO : Epoch 1571 | loss: 0.0311185 | val_loss: 0.0311422 | Time: 1201.63 ms [2022-02-02 21:18:48 main:574] : INFO : Epoch 1572 | loss: 0.0311167 | val_loss: 0.0311394 | Time: 1203.48 ms [2022-02-02 21:18:50 main:574] : INFO : Epoch 1573 | loss: 0.0311192 | val_loss: 0.031138 | Time: 1204.93 ms [2022-02-02 21:18:51 main:574] : INFO : Epoch 1574 | loss: 0.0311202 | val_loss: 0.0311353 | Time: 1200.32 ms [2022-02-02 21:18:52 main:574] : INFO : Epoch 1575 | loss: 0.0311192 | val_loss: 0.0311346 | Time: 1202.25 ms [2022-02-02 21:18:53 main:574] : INFO : Epoch 1576 | loss: 0.0311168 | val_loss: 0.0311414 | Time: 1204.11 ms [2022-02-02 21:18:54 main:574] : INFO : Epoch 1577 | loss: 0.0311162 | val_loss: 0.0311369 | Time: 1206.43 ms [2022-02-02 21:18:56 main:574] : INFO : Epoch 1578 | loss: 0.0311166 | val_loss: 0.0311401 | Time: 1214.56 ms [2022-02-02 21:18:57 main:574] : INFO : Epoch 1579 | loss: 0.0311172 | val_loss: 0.031141 | Time: 1201.45 ms [2022-02-02 21:18:58 main:574] : INFO : Epoch 1580 | loss: 0.0311175 | val_loss: 0.0311391 | Time: 1203.03 ms [2022-02-02 21:18:59 main:574] : INFO : Epoch 1581 | loss: 0.0311125 | val_loss: 0.0311393 | Time: 1204.83 ms [2022-02-02 21:19:01 main:574] : INFO : Epoch 1582 | loss: 0.031112 | val_loss: 0.0311385 | Time: 1202.16 ms [2022-02-02 21:19:02 main:574] : INFO : Epoch 1583 | loss: 0.0311181 | val_loss: 0.0311383 | Time: 1207.9 ms [2022-02-02 21:19:03 main:574] : INFO : Epoch 1584 | loss: 0.0311223 | val_loss: 0.0311551 | Time: 1198.76 ms [2022-02-02 21:19:04 main:574] : INFO : Epoch 1585 | loss: 0.0311294 | val_loss: 0.0311516 | Time: 1200.7 ms [2022-02-02 21:19:05 main:574] : INFO : Epoch 1586 | loss: 0.0311183 | val_loss: 0.0311563 | Time: 1214.28 ms [2022-02-02 21:19:07 main:574] : INFO : Epoch 1587 | loss: 0.0311155 | val_loss: 0.0311408 | Time: 1202.46 ms [2022-02-02 21:19:08 main:574] : INFO : Epoch 1588 | loss: 0.0311152 | val_loss: 0.0311372 | Time: 1201.44 ms [2022-02-02 21:19:09 main:574] : INFO : Epoch 1589 | loss: 0.0311139 | val_loss: 0.0311445 | Time: 1199.44 ms [2022-02-02 21:19:10 main:574] : INFO : Epoch 1590 | loss: 0.0311154 | val_loss: 0.0311435 | Time: 1205.51 ms [2022-02-02 21:19:11 main:574] : INFO : Epoch 1591 | loss: 0.0311152 | val_loss: 0.0311423 | Time: 1199.38 ms [2022-02-02 21:19:13 main:574] : INFO : Epoch 1592 | loss: 0.0311152 | val_loss: 0.0311428 | Time: 1199.83 ms [2022-02-02 21:19:14 main:574] : INFO : Epoch 1593 | loss: 0.0311148 | val_loss: 0.0311401 | Time: 1202.41 ms [2022-02-02 21:19:15 main:574] : INFO : Epoch 1594 | loss: 0.031119 | val_loss: 0.031144 | Time: 1200.26 ms [2022-02-02 21:19:16 main:574] : INFO : Epoch 1595 | loss: 0.0311161 | val_loss: 0.0311342 | Time: 1207.76 ms [2022-02-02 21:19:17 main:574] : INFO : Epoch 1596 | loss: 0.0311172 | val_loss: 0.0311371 | Time: 1199.72 ms [2022-02-02 21:19:19 main:574] : INFO : Epoch 1597 | loss: 0.031117 | val_loss: 0.0311356 | Time: 1201.83 ms [2022-02-02 21:19:20 main:574] : INFO : Epoch 1598 | loss: 0.031129 | val_loss: 0.0311374 | Time: 1200.24 ms [2022-02-02 21:19:21 main:574] : INFO : Epoch 1599 | loss: 0.03113 | val_loss: 0.0311393 | Time: 1201.23 ms [2022-02-02 21:19:22 main:574] : INFO : Epoch 1600 | loss: 0.0311285 | val_loss: 0.0311407 | Time: 1206.88 ms [2022-02-02 21:19:24 main:574] : INFO : Epoch 1601 | loss: 0.0311253 | val_loss: 0.031139 | Time: 1200.93 ms [2022-02-02 21:19:25 main:574] : INFO : Epoch 1602 | loss: 0.0311228 | val_loss: 0.0311404 | Time: 1202.55 ms [2022-02-02 21:19:26 main:574] : INFO : Epoch 1603 | loss: 0.0311241 | val_loss: 0.0311362 | Time: 1206.29 ms [2022-02-02 21:19:27 main:574] : INFO : Epoch 1604 | loss: 0.0311265 | val_loss: 0.0311406 | Time: 1202.89 ms [2022-02-02 21:19:28 main:574] : INFO : Epoch 1605 | loss: 0.0311255 | val_loss: 0.0311366 | Time: 1200.57 ms [2022-02-02 21:19:30 main:574] : INFO : Epoch 1606 | loss: 0.0311231 | val_loss: 0.0311344 | Time: 1203.55 ms [2022-02-02 21:19:31 main:574] : INFO : Epoch 1607 | loss: 0.0311197 | val_loss: 0.0311323 | Time: 1200.66 ms [2022-02-02 21:19:32 main:574] : INFO : Epoch 1608 | loss: 0.031123 | val_loss: 0.0311438 | Time: 1204.03 ms [2022-02-02 21:19:33 main:574] : INFO : Epoch 1609 | loss: 0.0311265 | val_loss: 0.0311327 | Time: 1199.65 ms [2022-02-02 21:19:34 main:574] : INFO : Epoch 1610 | loss: 0.0311203 | val_loss: 0.0311298 | Time: 1201.41 ms [2022-02-02 21:19:36 main:574] : INFO : Epoch 1611 | loss: 0.031117 | val_loss: 0.0311335 | Time: 1201.45 ms [2022-02-02 21:19:37 main:574] : INFO : Epoch 1612 | loss: 0.0311161 | val_loss: 0.031131 | Time: 1201.44 ms [2022-02-02 21:19:38 main:574] : INFO : Epoch 1613 | loss: 0.0311148 | val_loss: 0.0311293 | Time: 1205.51 ms [2022-02-02 21:19:39 main:574] : INFO : Epoch 1614 | loss: 0.031113 | val_loss: 0.0311287 | Time: 1200.26 ms [2022-02-02 21:19:40 main:574] : INFO : Epoch 1615 | loss: 0.0311153 | val_loss: 0.0311285 | Time: 1198.87 ms [2022-02-02 21:19:42 main:574] : INFO : Epoch 1616 | loss: 0.0311125 | val_loss: 0.0311281 | Time: 1199.96 ms [2022-02-02 21:19:43 main:574] : INFO : Epoch 1617 | loss: 0.0311124 | val_loss: 0.0311279 | Time: 1200.41 ms [2022-02-02 21:19:44 main:574] : INFO : Epoch 1618 | loss: 0.0311107 | val_loss: 0.0311277 | Time: 1206.21 ms [2022-02-02 21:19:45 main:574] : INFO : Epoch 1619 | loss: 0.0311121 | val_loss: 0.0311355 | Time: 1203.46 ms [2022-02-02 21:19:46 main:574] : INFO : Epoch 1620 | loss: 0.0311109 | val_loss: 0.0311295 | Time: 1200.31 ms [2022-02-02 21:19:48 main:574] : INFO : Epoch 1621 | loss: 0.0311094 | val_loss: 0.0311377 | Time: 1199.51 ms [2022-02-02 21:19:49 main:574] : INFO : Epoch 1622 | loss: 0.0311124 | val_loss: 0.0311271 | Time: 1204 ms [2022-02-02 21:19:50 main:574] : INFO : Epoch 1623 | loss: 0.0311096 | val_loss: 0.0311286 | Time: 1203.61 ms [2022-02-02 21:19:51 main:574] : INFO : Epoch 1624 | loss: 0.0311102 | val_loss: 0.0311267 | Time: 1200.82 ms [2022-02-02 21:19:52 main:574] : INFO : Epoch 1625 | loss: 0.0311115 | val_loss: 0.0311259 | Time: 1198.51 ms [2022-02-02 21:19:54 main:574] : INFO : Epoch 1626 | loss: 0.031108 | val_loss: 0.0311251 | Time: 1212.05 ms [2022-02-02 21:19:55 main:574] : INFO : Epoch 1627 | loss: 0.0311094 | val_loss: 0.0311252 | Time: 1201.76 ms [2022-02-02 21:19:56 main:574] : INFO : Epoch 1628 | loss: 0.031109 | val_loss: 0.0311302 | Time: 1200.46 ms [2022-02-02 21:19:57 main:574] : INFO : Epoch 1629 | loss: 0.0311064 | val_loss: 0.031128 | Time: 1199.95 ms [2022-02-02 21:19:59 main:574] : INFO : Epoch 1630 | loss: 0.031105 | val_loss: 0.0311309 | Time: 1199.66 ms [2022-02-02 21:20:00 main:574] : INFO : Epoch 1631 | loss: 0.0311063 | val_loss: 0.0311334 | Time: 1209.07 ms [2022-02-02 21:20:01 main:574] : INFO : Epoch 1632 | loss: 0.0311076 | val_loss: 0.0311308 | Time: 1204.12 ms [2022-02-02 21:20:02 main:574] : INFO : Epoch 1633 | loss: 0.0311072 | val_loss: 0.0311295 | Time: 1200.69 ms [2022-02-02 21:20:03 main:574] : INFO : Epoch 1634 | loss: 0.0311053 | val_loss: 0.0311363 | Time: 1199.79 ms [2022-02-02 21:20:05 main:574] : INFO : Epoch 1635 | loss: 0.0311069 | val_loss: 0.0311304 | Time: 1200.35 ms [2022-02-02 21:20:06 main:574] : INFO : Epoch 1636 | loss: 0.0311035 | val_loss: 0.0311279 | Time: 1212.18 ms [2022-02-02 21:20:07 main:574] : INFO : Epoch 1637 | loss: 0.0311036 | val_loss: 0.0311303 | Time: 1202.41 ms [2022-02-02 21:20:08 main:574] : INFO : Epoch 1638 | loss: 0.0311046 | val_loss: 0.0311276 | Time: 1199.94 ms [2022-02-02 21:20:09 main:574] : INFO : Epoch 1639 | loss: 0.0311038 | val_loss: 0.031127 | Time: 1201.08 ms [2022-02-02 21:20:11 main:574] : INFO : Epoch 1640 | loss: 0.0311054 | val_loss: 0.0311255 | Time: 1203.31 ms [2022-02-02 21:20:12 main:574] : INFO : Epoch 1641 | loss: 0.0311058 | val_loss: 0.0311322 | Time: 1214.47 ms [2022-02-02 21:20:13 main:574] : INFO : Epoch 1642 | loss: 0.0311063 | val_loss: 0.0311323 | Time: 1203.1 ms [2022-02-02 21:20:14 main:574] : INFO : Epoch 1643 | loss: 0.031109 | val_loss: 0.0311336 | Time: 1208.79 ms [2022-02-02 21:20:15 main:574] : INFO : Epoch 1644 | loss: 0.0311074 | val_loss: 0.0311347 | Time: 1200.46 ms [2022-02-02 21:20:17 main:574] : INFO : Epoch 1645 | loss: 0.031105 | val_loss: 0.0311302 | Time: 1199.9 ms [2022-02-02 21:20:18 main:574] : INFO : Epoch 1646 | loss: 0.0311049 | val_loss: 0.0311336 | Time: 1208.97 ms [2022-02-02 21:20:19 main:574] : INFO : Epoch 1647 | loss: 0.0311085 | val_loss: 0.031128 | Time: 1203.9 ms [2022-02-02 21:20:20 main:574] : INFO : Epoch 1648 | loss: 0.0311144 | val_loss: 0.0311431 | Time: 1198.8 ms [2022-02-02 21:20:22 main:574] : INFO : Epoch 1649 | loss: 0.0311325 | val_loss: 0.031159 | Time: 1199.43 ms [2022-02-02 21:20:23 main:574] : INFO : Epoch 1650 | loss: 0.0311312 | val_loss: 0.0311531 | Time: 1197.9 ms [2022-02-02 21:20:24 main:574] : INFO : Epoch 1651 | loss: 0.0311264 | val_loss: 0.0311391 | Time: 1208.32 ms [2022-02-02 21:20:25 main:574] : INFO : Epoch 1652 | loss: 0.0311214 | val_loss: 0.0311376 | Time: 1199.68 ms [2022-02-02 21:20:26 main:574] : INFO : Epoch 1653 | loss: 0.0311213 | val_loss: 0.0311357 | Time: 1200.49 ms [2022-02-02 21:20:28 main:574] : INFO : Epoch 1654 | loss: 0.0311225 | val_loss: 0.0311369 | Time: 1204.34 ms [2022-02-02 21:20:29 main:574] : INFO : Epoch 1655 | loss: 0.0311195 | val_loss: 0.0311377 | Time: 1203.15 ms [2022-02-02 21:20:30 main:574] : INFO : Epoch 1656 | loss: 0.0311175 | val_loss: 0.0311358 | Time: 1201.06 ms [2022-02-02 21:20:31 main:574] : INFO : Epoch 1657 | loss: 0.0311133 | val_loss: 0.0311366 | Time: 1200.22 ms [2022-02-02 21:20:32 main:574] : INFO : Epoch 1658 | loss: 0.0311137 | val_loss: 0.0311396 | Time: 1202.32 ms [2022-02-02 21:20:34 main:574] : INFO : Epoch 1659 | loss: 0.0311184 | val_loss: 0.0311431 | Time: 1208.11 ms [2022-02-02 21:20:35 main:574] : INFO : Epoch 1660 | loss: 0.0311344 | val_loss: 0.0311436 | Time: 1199.27 ms [2022-02-02 21:20:36 main:574] : INFO : Epoch 1661 | loss: 0.0311355 | val_loss: 0.0311405 | Time: 1200.93 ms [2022-02-02 21:20:37 main:574] : INFO : Epoch 1662 | loss: 0.0311318 | val_loss: 0.0311384 | Time: 1201.32 ms [2022-02-02 21:20:38 main:574] : INFO : Epoch 1663 | loss: 0.0311302 | val_loss: 0.0311406 | Time: 1201.15 ms [2022-02-02 21:20:40 main:574] : INFO : Epoch 1664 | loss: 0.0311308 | val_loss: 0.0311434 | Time: 1208.6 ms [2022-02-02 21:20:41 main:574] : INFO : Epoch 1665 | loss: 0.0311324 | val_loss: 0.0311415 | Time: 1200.82 ms [2022-02-02 21:20:42 main:574] : INFO : Epoch 1666 | loss: 0.0311289 | val_loss: 0.0311437 | Time: 1200.68 ms [2022-02-02 21:20:43 main:574] : INFO : Epoch 1667 | loss: 0.0311276 | val_loss: 0.0311394 | Time: 1200.26 ms [2022-02-02 21:20:44 main:574] : INFO : Epoch 1668 | loss: 0.0311246 | val_loss: 0.031133 | Time: 1200.06 ms [2022-02-02 21:20:46 main:574] : INFO : Epoch 1669 | loss: 0.0311279 | val_loss: 0.0311385 | Time: 1206.03 ms [2022-02-02 21:20:47 main:574] : INFO : Epoch 1670 | loss: 0.0311244 | val_loss: 0.0311375 | Time: 1199.06 ms [2022-02-02 21:20:48 main:574] : INFO : Epoch 1671 | loss: 0.0311232 | val_loss: 0.0311389 | Time: 1199.43 ms [2022-02-02 21:20:49 main:574] : INFO : Epoch 1672 | loss: 0.0311228 | val_loss: 0.0311356 | Time: 1203.02 ms [2022-02-02 21:20:50 main:574] : INFO : Epoch 1673 | loss: 0.0311198 | val_loss: 0.0311365 | Time: 1198.76 ms [2022-02-02 21:20:52 main:574] : INFO : Epoch 1674 | loss: 0.0311188 | val_loss: 0.0311339 | Time: 1204.94 ms [2022-02-02 21:20:53 main:574] : INFO : Epoch 1675 | loss: 0.0311176 | val_loss: 0.0311348 | Time: 1201.69 ms [2022-02-02 21:20:54 main:574] : INFO : Epoch 1676 | loss: 0.0311203 | val_loss: 0.0311352 | Time: 1199.38 ms [2022-02-02 21:20:55 main:574] : INFO : Epoch 1677 | loss: 0.0311193 | val_loss: 0.0311384 | Time: 1201.2 ms [2022-02-02 21:20:57 main:574] : INFO : Epoch 1678 | loss: 0.0311166 | val_loss: 0.0311378 | Time: 1198.79 ms [2022-02-02 21:20:58 main:574] : INFO : Epoch 1679 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 1205.19 ms [2022-02-02 21:20:59 main:574] : INFO : Epoch 1680 | loss: 0.0311217 | val_loss: 0.0311441 | Time: 1200.52 ms [2022-02-02 21:21:00 main:574] : INFO : Epoch 1681 | loss: 0.0311182 | val_loss: 0.0311326 | Time: 1199.69 ms [2022-02-02 21:21:01 main:574] : INFO : Epoch 1682 | loss: 0.0311155 | val_loss: 0.0311298 | Time: 1199.1 ms [2022-02-02 21:21:03 main:574] : INFO : Epoch 1683 | loss: 0.0311165 | val_loss: 0.0311337 | Time: 1202.24 ms [2022-02-02 21:21:04 main:574] : INFO : Epoch 1684 | loss: 0.0311195 | val_loss: 0.0311427 | Time: 1208.55 ms [2022-02-02 21:21:05 main:574] : INFO : Epoch 1685 | loss: 0.0311186 | val_loss: 0.0311364 | Time: 1216.21 ms [2022-02-02 21:21:06 main:574] : INFO : Epoch 1686 | loss: 0.0311204 | val_loss: 0.0311485 | Time: 1202.73 ms [2022-02-02 21:21:07 main:574] : INFO : Epoch 1687 | loss: 0.0311182 | val_loss: 0.0311398 | Time: 1199.7 ms [2022-02-02 21:21:09 main:574] : INFO : Epoch 1688 | loss: 0.0311146 | val_loss: 0.0311302 | Time: 1200.8 ms [2022-02-02 21:21:10 main:574] : INFO : Epoch 1689 | loss: 0.0311127 | val_loss: 0.031133 | Time: 1206.11 ms [2022-02-02 21:21:11 main:574] : INFO : Epoch 1690 | loss: 0.0311157 | val_loss: 0.0311319 | Time: 1201.78 ms [2022-02-02 21:21:12 main:574] : INFO : Epoch 1691 | loss: 0.0311134 | val_loss: 0.031133 | Time: 1201.5 ms [2022-02-02 21:21:13 main:574] : INFO : Epoch 1692 | loss: 0.0311117 | val_loss: 0.0311291 | Time: 1205.06 ms [2022-02-02 21:21:15 main:574] : INFO : Epoch 1693 | loss: 0.0311127 | val_loss: 0.0311338 | Time: 1198.96 ms [2022-02-02 21:21:16 main:574] : INFO : Epoch 1694 | loss: 0.0311144 | val_loss: 0.0311326 | Time: 1209.12 ms [2022-02-02 21:21:17 main:574] : INFO : Epoch 1695 | loss: 0.0311103 | val_loss: 0.0311274 | Time: 1199.31 ms [2022-02-02 21:21:18 main:574] : INFO : Epoch 1696 | loss: 0.0311132 | val_loss: 0.0311336 | Time: 1197.97 ms [2022-02-02 21:21:20 main:574] : INFO : Epoch 1697 | loss: 0.0311157 | val_loss: 0.0311375 | Time: 1203.88 ms [2022-02-02 21:21:21 main:574] : INFO : Epoch 1698 | loss: 0.0311118 | val_loss: 0.0311308 | Time: 1200.8 ms [2022-02-02 21:21:22 main:574] : INFO : Epoch 1699 | loss: 0.0311099 | val_loss: 0.0311322 | Time: 1204.52 ms [2022-02-02 21:21:23 main:574] : INFO : Epoch 1700 | loss: 0.0311139 | val_loss: 0.0311296 | Time: 1199 ms [2022-02-02 21:21:24 main:574] : INFO : Epoch 1701 | loss: 0.0311156 | val_loss: 0.0311364 | Time: 1200.5 ms [2022-02-02 21:21:26 main:574] : INFO : Epoch 1702 | loss: 0.0311186 | val_loss: 0.03113 | Time: 1210.18 ms [2022-02-02 21:21:27 main:574] : INFO : Epoch 1703 | loss: 0.0311152 | val_loss: 0.031129 | Time: 1199.93 ms [2022-02-02 21:21:28 main:574] : INFO : Epoch 1704 | loss: 0.0311157 | val_loss: 0.0311307 | Time: 1198.87 ms [2022-02-02 21:21:29 main:574] : INFO : Epoch 1705 | loss: 0.0311111 | val_loss: 0.0311256 | Time: 1209.53 ms [2022-02-02 21:21:30 main:574] : INFO : Epoch 1706 | loss: 0.0311123 | val_loss: 0.0311301 | Time: 1200.68 ms [2022-02-02 21:21:32 main:574] : INFO : Epoch 1707 | loss: 0.0311113 | val_loss: 0.0311331 | Time: 1205.21 ms [2022-02-02 21:21:33 main:574] : INFO : Epoch 1708 | loss: 0.0311127 | val_loss: 0.0311406 | Time: 1202.25 ms [2022-02-02 21:21:34 main:574] : INFO : Epoch 1709 | loss: 0.0311103 | val_loss: 0.0311294 | Time: 1202.07 ms [2022-02-02 21:21:35 main:574] : INFO : Epoch 1710 | loss: 0.0311105 | val_loss: 0.0311276 | Time: 1202.72 ms [2022-02-02 21:21:36 main:574] : INFO : Epoch 1711 | loss: 0.0311102 | val_loss: 0.0311243 | Time: 1200.42 ms [2022-02-02 21:21:38 main:574] : INFO : Epoch 1712 | loss: 0.0311178 | val_loss: 0.03113 | Time: 1204.63 ms [2022-02-02 21:21:39 main:574] : INFO : Epoch 1713 | loss: 0.0311192 | val_loss: 0.0311226 | Time: 1208.16 ms [2022-02-02 21:21:40 main:574] : INFO : Epoch 1714 | loss: 0.0311137 | val_loss: 0.0311235 | Time: 1208.48 ms [2022-02-02 21:21:41 main:574] : INFO : Epoch 1715 | loss: 0.0311188 | val_loss: 0.0311264 | Time: 1202.31 ms [2022-02-02 21:21:42 main:574] : INFO : Epoch 1716 | loss: 0.0311182 | val_loss: 0.0311257 | Time: 1199.88 ms [2022-02-02 21:21:44 main:574] : INFO : Epoch 1717 | loss: 0.0311145 | val_loss: 0.0311248 | Time: 1198.92 ms [2022-02-02 21:21:45 main:574] : INFO : Epoch 1718 | loss: 0.0311114 | val_loss: 0.0311243 | Time: 1199.42 ms [2022-02-02 21:21:46 main:574] : INFO : Epoch 1719 | loss: 0.0311119 | val_loss: 0.0311304 | Time: 1201.34 ms [2022-02-02 21:21:47 main:574] : INFO : Epoch 1720 | loss: 0.031111 | val_loss: 0.0311244 | Time: 1204.21 ms [2022-02-02 21:21:49 main:574] : INFO : Epoch 1721 | loss: 0.0311115 | val_loss: 0.0311285 | Time: 1204.45 ms [2022-02-02 21:21:50 main:574] : INFO : Epoch 1722 | loss: 0.0311114 | val_loss: 0.0311296 | Time: 1199.32 ms [2022-02-02 21:21:51 main:574] : INFO : Epoch 1723 | loss: 0.0311147 | val_loss: 0.0311286 | Time: 1201.27 ms [2022-02-02 21:21:52 main:574] : INFO : Epoch 1724 | loss: 0.0311145 | val_loss: 0.0311328 | Time: 1205.75 ms [2022-02-02 21:21:53 main:574] : INFO : Epoch 1725 | loss: 0.0311137 | val_loss: 0.0311296 | Time: 1205.2 ms [2022-02-02 21:21:55 main:574] : INFO : Epoch 1726 | loss: 0.0311107 | val_loss: 0.0311293 | Time: 1205.16 ms [2022-02-02 21:21:56 main:574] : INFO : Epoch 1727 | loss: 0.0311091 | val_loss: 0.0311279 | Time: 1204.29 ms [2022-02-02 21:21:57 main:574] : INFO : Epoch 1728 | loss: 0.0311103 | val_loss: 0.0311274 | Time: 1201.24 ms [2022-02-02 21:21:58 main:574] : INFO : Epoch 1729 | loss: 0.0311112 | val_loss: 0.0311292 | Time: 1206.41 ms [2022-02-02 21:21:59 main:574] : INFO : Epoch 1730 | loss: 0.0311105 | val_loss: 0.0311325 | Time: 1200.3 ms [2022-02-02 21:22:01 main:574] : INFO : Epoch 1731 | loss: 0.0311095 | val_loss: 0.0311257 | Time: 1204.18 ms [2022-02-02 21:22:02 main:574] : INFO : Epoch 1732 | loss: 0.0311084 | val_loss: 0.0311319 | Time: 1199.23 ms [2022-02-02 21:22:03 main:574] : INFO : Epoch 1733 | loss: 0.0311108 | val_loss: 0.0311304 | Time: 1198.97 ms [2022-02-02 21:22:04 main:574] : INFO : Epoch 1734 | loss: 0.0311164 | val_loss: 0.031136 | Time: 1206.27 ms [2022-02-02 21:22:05 main:574] : INFO : Epoch 1735 | loss: 0.0311122 | val_loss: 0.0311324 | Time: 1201.39 ms [2022-02-02 21:22:07 main:574] : INFO : Epoch 1736 | loss: 0.0311088 | val_loss: 0.0311292 | Time: 1201.14 ms [2022-02-02 21:22:08 main:574] : INFO : Epoch 1737 | loss: 0.0311109 | val_loss: 0.0311343 | Time: 1199.46 ms [2022-02-02 21:22:09 main:574] : INFO : Epoch 1738 | loss: 0.0311246 | val_loss: 0.0311357 | Time: 1200.52 ms [2022-02-02 21:22:10 main:574] : INFO : Epoch 1739 | loss: 0.0311239 | val_loss: 0.031135 | Time: 1207.73 ms [2022-02-02 21:22:11 main:574] : INFO : Epoch 1740 | loss: 0.0311187 | val_loss: 0.0311354 | Time: 1199.07 ms [2022-02-02 21:22:13 main:574] : INFO : Epoch 1741 | loss: 0.0311166 | val_loss: 0.0311377 | Time: 1201.36 ms [2022-02-02 21:22:14 main:574] : INFO : Epoch 1742 | loss: 0.0311151 | val_loss: 0.0311325 | Time: 1204.01 ms [2022-02-02 21:22:15 main:574] : INFO : Epoch 1743 | loss: 0.0311148 | val_loss: 0.0311372 | Time: 1200.11 ms [2022-02-02 21:22:16 main:574] : INFO : Epoch 1744 | loss: 0.0311188 | val_loss: 0.0311368 | Time: 1206.46 ms [2022-02-02 21:22:18 main:574] : INFO : Epoch 1745 | loss: 0.0311179 | val_loss: 0.0311421 | Time: 1200.66 ms [2022-02-02 21:22:19 main:574] : INFO : Epoch 1746 | loss: 0.0311166 | val_loss: 0.0311352 | Time: 1201.68 ms [2022-02-02 21:22:20 main:574] : INFO : Epoch 1747 | loss: 0.031115 | val_loss: 0.0311276 | Time: 1200.11 ms [2022-02-02 21:22:21 main:574] : INFO : Epoch 1748 | loss: 0.0311172 | val_loss: 0.0311344 | Time: 1200.78 ms [2022-02-02 21:22:22 main:574] : INFO : Epoch 1749 | loss: 0.031115 | val_loss: 0.0311337 | Time: 1204.77 ms [2022-02-02 21:22:24 main:574] : INFO : Epoch 1750 | loss: 0.0311132 | val_loss: 0.0311293 | Time: 1202.24 ms [2022-02-02 21:22:25 main:574] : INFO : Epoch 1751 | loss: 0.0311103 | val_loss: 0.0311242 | Time: 1198.58 ms [2022-02-02 21:22:26 main:574] : INFO : Epoch 1752 | loss: 0.0311103 | val_loss: 0.0311245 | Time: 1207.65 ms [2022-02-02 21:22:27 main:574] : INFO : Epoch 1753 | loss: 0.0311087 | val_loss: 0.031124 | Time: 1199.09 ms [2022-02-02 21:22:28 main:574] : INFO : Epoch 1754 | loss: 0.0311081 | val_loss: 0.0311243 | Time: 1200.84 ms [2022-02-02 21:22:30 main:574] : INFO : Epoch 1755 | loss: 0.0311085 | val_loss: 0.0311272 | Time: 1203.2 ms [2022-02-02 21:22:31 main:574] : INFO : Epoch 1756 | loss: 0.0311077 | val_loss: 0.0311325 | Time: 1201.47 ms [2022-02-02 21:22:32 main:574] : INFO : Epoch 1757 | loss: 0.0311093 | val_loss: 0.0311303 | Time: 1204.33 ms [2022-02-02 21:22:33 main:574] : INFO : Epoch 1758 | loss: 0.0311114 | val_loss: 0.0311332 | Time: 1200.14 ms [2022-02-02 21:22:34 main:574] : INFO : Epoch 1759 | loss: 0.0311074 | val_loss: 0.0311228 | Time: 1209.79 ms [2022-02-02 21:22:36 main:574] : INFO : Epoch 1760 | loss: 0.0311055 | val_loss: 0.0311255 | Time: 1200.24 ms [2022-02-02 21:22:37 main:574] : INFO : Epoch 1761 | loss: 0.0311042 | val_loss: 0.0311296 | Time: 1201.46 ms [2022-02-02 21:22:38 main:574] : INFO : Epoch 1762 | loss: 0.0311081 | val_loss: 0.0311319 | Time: 1212.43 ms [2022-02-02 21:22:39 main:574] : INFO : Epoch 1763 | loss: 0.0311232 | val_loss: 0.0311467 | Time: 1201.28 ms [2022-02-02 21:22:40 main:574] : INFO : Epoch 1764 | loss: 0.0311292 | val_loss: 0.031147 | Time: 1200.24 ms [2022-02-02 21:22:42 main:574] : INFO : Epoch 1765 | loss: 0.0311303 | val_loss: 0.0311381 | Time: 1199.18 ms [2022-02-02 21:22:43 main:574] : INFO : Epoch 1766 | loss: 0.0311258 | val_loss: 0.0311392 | Time: 1200.72 ms [2022-02-02 21:22:44 main:574] : INFO : Epoch 1767 | loss: 0.0311212 | val_loss: 0.0311423 | Time: 1204.01 ms [2022-02-02 21:22:45 main:574] : INFO : Epoch 1768 | loss: 0.0311222 | val_loss: 0.0311401 | Time: 1201.86 ms [2022-02-02 21:22:47 main:574] : INFO : Epoch 1769 | loss: 0.0311235 | val_loss: 0.0311344 | Time: 1200.64 ms [2022-02-02 21:22:48 main:574] : INFO : Epoch 1770 | loss: 0.0311234 | val_loss: 0.0311363 | Time: 1199.81 ms [2022-02-02 21:22:49 main:574] : INFO : Epoch 1771 | loss: 0.0311198 | val_loss: 0.0311354 | Time: 1202.67 ms [2022-02-02 21:22:50 main:574] : INFO : Epoch 1772 | loss: 0.0311215 | val_loss: 0.0311414 | Time: 1204.14 ms [2022-02-02 21:22:51 main:574] : INFO : Epoch 1773 | loss: 0.0311194 | val_loss: 0.0311421 | Time: 1200.89 ms [2022-02-02 21:22:53 main:574] : INFO : Epoch 1774 | loss: 0.0311261 | val_loss: 0.0311389 | Time: 1200.13 ms [2022-02-02 21:22:54 main:574] : INFO : Epoch 1775 | loss: 0.0311309 | val_loss: 0.0311359 | Time: 1201.56 ms [2022-02-02 21:22:55 main:574] : INFO : Epoch 1776 | loss: 0.031127 | val_loss: 0.0311368 | Time: 1200.5 ms [2022-02-02 21:22:56 main:574] : INFO : Epoch 1777 | loss: 0.0311246 | val_loss: 0.0311398 | Time: 1207.21 ms [2022-02-02 21:22:57 main:574] : INFO : Epoch 1778 | loss: 0.0311253 | val_loss: 0.0311519 | Time: 1208.72 ms [2022-02-02 21:22:59 main:574] : INFO : Epoch 1779 | loss: 0.0311276 | val_loss: 0.0311416 | Time: 1202.1 ms [2022-02-02 21:23:00 main:574] : INFO : Epoch 1780 | loss: 0.0311245 | val_loss: 0.0311475 | Time: 1200.08 ms [2022-02-02 21:23:01 main:574] : INFO : Epoch 1781 | loss: 0.0311241 | val_loss: 0.0311401 | Time: 1199.98 ms [2022-02-02 21:23:02 main:574] : INFO : Epoch 1782 | loss: 0.0311203 | val_loss: 0.0311354 | Time: 1202.73 ms [2022-02-02 21:23:03 main:574] : INFO : Epoch 1783 | loss: 0.0311223 | val_loss: 0.0311366 | Time: 1204.28 ms [2022-02-02 21:23:05 main:574] : INFO : Epoch 1784 | loss: 0.0311272 | val_loss: 0.0311492 | Time: 1200.4 ms [2022-02-02 21:23:06 main:574] : INFO : Epoch 1785 | loss: 0.0311434 | val_loss: 0.0311563 | Time: 1201.03 ms [2022-02-02 21:23:07 main:574] : INFO : Epoch 1786 | loss: 0.0311441 | val_loss: 0.031156 | Time: 1202.19 ms [2022-02-02 21:23:08 main:574] : INFO : Epoch 1787 | loss: 0.0311413 | val_loss: 0.0311543 | Time: 1208.05 ms [2022-02-02 21:23:09 main:574] : INFO : Epoch 1788 | loss: 0.0311436 | val_loss: 0.0311548 | Time: 1200.82 ms [2022-02-02 21:23:11 main:574] : INFO : Epoch 1789 | loss: 0.0311377 | val_loss: 0.0311548 | Time: 1199.93 ms [2022-02-02 21:23:12 main:574] : INFO : Epoch 1790 | loss: 0.0311348 | val_loss: 0.0311593 | Time: 1202.67 ms [2022-02-02 21:23:13 main:574] : INFO : Epoch 1791 | loss: 0.031134 | val_loss: 0.0311563 | Time: 1202.08 ms [2022-02-02 21:23:14 main:574] : INFO : Epoch 1792 | loss: 0.0311342 | val_loss: 0.0311522 | Time: 1210.38 ms [2022-02-02 21:23:16 main:574] : INFO : Epoch 1793 | loss: 0.0311358 | val_loss: 0.0311481 | Time: 1199.18 ms [2022-02-02 21:23:17 main:574] : INFO : Epoch 1794 | loss: 0.0311419 | val_loss: 0.0311617 | Time: 1200.29 ms [2022-02-02 21:23:18 main:574] : INFO : Epoch 1795 | loss: 0.031157 | val_loss: 0.0311584 | Time: 1199.41 ms [2022-02-02 21:23:19 main:574] : INFO : Epoch 1796 | loss: 0.0311528 | val_loss: 0.0311565 | Time: 1199.65 ms [2022-02-02 21:23:20 main:574] : INFO : Epoch 1797 | loss: 0.0311486 | val_loss: 0.0311543 | Time: 1207.87 ms [2022-02-02 21:23:22 main:574] : INFO : Epoch 1798 | loss: 0.0311441 | val_loss: 0.0311553 | Time: 1199.17 ms [2022-02-02 21:23:23 main:574] : INFO : Epoch 1799 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 1204.18 ms [2022-02-02 21:23:24 main:574] : INFO : Epoch 1800 | loss: 0.031143 | val_loss: 0.0311518 | Time: 1203.62 ms [2022-02-02 21:23:25 main:574] : INFO : Epoch 1801 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 1199.99 ms [2022-02-02 21:23:26 main:574] : INFO : Epoch 1802 | loss: 0.0311417 | val_loss: 0.0311509 | Time: 1207.75 ms [2022-02-02 21:23:28 main:574] : INFO : Epoch 1803 | loss: 0.0311402 | val_loss: 0.0311517 | Time: 1199.24 ms [2022-02-02 21:23:29 main:574] : INFO : Epoch 1804 | loss: 0.0311413 | val_loss: 0.0311522 | Time: 1199.09 ms [2022-02-02 21:23:30 main:574] : INFO : Epoch 1805 | loss: 0.0311374 | val_loss: 0.0311528 | Time: 1207.46 ms [2022-02-02 21:23:31 main:574] : INFO : Epoch 1806 | loss: 0.0311397 | val_loss: 0.0311598 | Time: 1205.76 ms [2022-02-02 21:23:32 main:574] : INFO : Epoch 1807 | loss: 0.0311408 | val_loss: 0.0311473 | Time: 1198.21 ms [2022-02-02 21:23:34 main:574] : INFO : Epoch 1808 | loss: 0.0311357 | val_loss: 0.0311494 | Time: 1204.54 ms [2022-02-02 21:23:35 main:574] : INFO : Epoch 1809 | loss: 0.0311334 | val_loss: 0.0311485 | Time: 1199.9 ms [2022-02-02 21:23:36 main:574] : INFO : Epoch 1810 | loss: 0.0311318 | val_loss: 0.0311485 | Time: 1206.41 ms [2022-02-02 21:23:37 main:574] : INFO : Epoch 1811 | loss: 0.0311338 | val_loss: 0.0311479 | Time: 1200.31 ms [2022-02-02 21:23:38 main:574] : INFO : Epoch 1812 | loss: 0.0311326 | val_loss: 0.0311498 | Time: 1198.24 ms [2022-02-02 21:23:40 main:574] : INFO : Epoch 1813 | loss: 0.0311316 | val_loss: 0.0311474 | Time: 1201.46 ms [2022-02-02 21:23:41 main:574] : INFO : Epoch 1814 | loss: 0.0311293 | val_loss: 0.0311465 | Time: 1199.55 ms [2022-02-02 21:23:42 main:574] : INFO : Epoch 1815 | loss: 0.0311292 | val_loss: 0.0311501 | Time: 1204.71 ms [2022-02-02 21:23:43 main:574] : INFO : Epoch 1816 | loss: 0.0311307 | val_loss: 0.0311499 | Time: 1199.8 ms [2022-02-02 21:23:44 main:574] : INFO : Epoch 1817 | loss: 0.0311329 | val_loss: 0.0311472 | Time: 1200.6 ms [2022-02-02 21:23:46 main:574] : INFO : Epoch 1818 | loss: 0.0311315 | val_loss: 0.0311486 | Time: 1202.95 ms [2022-02-02 21:23:47 main:574] : INFO : Epoch 1819 | loss: 0.0311312 | val_loss: 0.0311469 | Time: 1202.17 ms [2022-02-02 21:23:48 main:574] : INFO : Epoch 1820 | loss: 0.0311298 | val_loss: 0.0311454 | Time: 1204.89 ms [2022-02-02 21:23:49 main:574] : INFO : Epoch 1821 | loss: 0.0311281 | val_loss: 0.0311481 | Time: 1204.3 ms [2022-02-02 21:23:51 main:574] : INFO : Epoch 1822 | loss: 0.0311281 | val_loss: 0.0311524 | Time: 1207.02 ms [2022-02-02 21:23:52 main:574] : INFO : Epoch 1823 | loss: 0.0311277 | val_loss: 0.0311466 | Time: 1198.77 ms [2022-02-02 21:23:53 main:574] : INFO : Epoch 1824 | loss: 0.031127 | val_loss: 0.0311471 | Time: 1198.94 ms [2022-02-02 21:23:54 main:574] : INFO : Epoch 1825 | loss: 0.0311284 | val_loss: 0.0311551 | Time: 1223.49 ms [2022-02-02 21:23:55 main:574] : INFO : Epoch 1826 | loss: 0.0311276 | val_loss: 0.0311452 | Time: 1202.95 ms [2022-02-02 21:23:57 main:574] : INFO : Epoch 1827 | loss: 0.0311244 | val_loss: 0.0311464 | Time: 1199.95 ms [2022-02-02 21:23:58 main:574] : INFO : Epoch 1828 | loss: 0.0311251 | val_loss: 0.0311472 | Time: 1202.78 ms [2022-02-02 21:23:59 main:574] : INFO : Epoch 1829 | loss: 0.0311276 | val_loss: 0.0311488 | Time: 1201.28 ms [2022-02-02 21:24:00 main:574] : INFO : Epoch 1830 | loss: 0.0311248 | val_loss: 0.0311472 | Time: 1208.37 ms [2022-02-02 21:24:01 main:574] : INFO : Epoch 1831 | loss: 0.0311253 | val_loss: 0.0311473 | Time: 1199.91 ms [2022-02-02 21:24:03 main:574] : INFO : Epoch 1832 | loss: 0.031125 | val_loss: 0.0311504 | Time: 1200.79 ms [2022-02-02 21:24:04 main:574] : INFO : Epoch 1833 | loss: 0.0311256 | val_loss: 0.0311551 | Time: 1200.25 ms [2022-02-02 21:24:05 main:574] : INFO : Epoch 1834 | loss: 0.0311261 | val_loss: 0.0311484 | Time: 1207.04 ms [2022-02-02 21:24:06 main:574] : INFO : Epoch 1835 | loss: 0.0311239 | val_loss: 0.0311473 | Time: 1202.97 ms [2022-02-02 21:24:07 main:574] : INFO : Epoch 1836 | loss: 0.0311229 | val_loss: 0.0311474 | Time: 1199.98 ms [2022-02-02 21:24:09 main:574] : INFO : Epoch 1837 | loss: 0.0311233 | val_loss: 0.0311549 | Time: 1201.84 ms [2022-02-02 21:24:10 main:574] : INFO : Epoch 1838 | loss: 0.0311238 | val_loss: 0.0311444 | Time: 1198.59 ms [2022-02-02 21:24:11 main:574] : INFO : Epoch 1839 | loss: 0.0311229 | val_loss: 0.031147 | Time: 1201.76 ms [2022-02-02 21:24:12 main:574] : INFO : Epoch 1840 | loss: 0.0311219 | val_loss: 0.0311458 | Time: 1207.05 ms [2022-02-02 21:24:14 main:574] : INFO : Epoch 1841 | loss: 0.0311248 | val_loss: 0.0311535 | Time: 1200.69 ms [2022-02-02 21:24:15 main:574] : INFO : Epoch 1842 | loss: 0.0311244 | val_loss: 0.0311466 | Time: 1199.54 ms [2022-02-02 21:24:16 main:574] : INFO : Epoch 1843 | loss: 0.0311232 | val_loss: 0.0311521 | Time: 1201.3 ms [2022-02-02 21:24:17 main:574] : INFO : Epoch 1844 | loss: 0.0311237 | val_loss: 0.0311488 | Time: 1200.11 ms [2022-02-02 21:24:18 main:574] : INFO : Epoch 1845 | loss: 0.0311217 | val_loss: 0.0311456 | Time: 1204.9 ms [2022-02-02 21:24:20 main:574] : INFO : Epoch 1846 | loss: 0.0311228 | val_loss: 0.0311486 | Time: 1200.07 ms [2022-02-02 21:24:21 main:574] : INFO : Epoch 1847 | loss: 0.0311224 | val_loss: 0.0311454 | Time: 1201.73 ms [2022-02-02 21:24:22 main:574] : INFO : Epoch 1848 | loss: 0.0311211 | val_loss: 0.031148 | Time: 1202.14 ms [2022-02-02 21:24:23 main:574] : INFO : Epoch 1849 | loss: 0.0311208 | val_loss: 0.0311461 | Time: 1205.59 ms [2022-02-02 21:24:24 main:574] : INFO : Epoch 1850 | loss: 0.0311213 | val_loss: 0.0311496 | Time: 1204.6 ms [2022-02-02 21:24:26 main:574] : INFO : Epoch 1851 | loss: 0.0311208 | val_loss: 0.0311484 | Time: 1199.44 ms [2022-02-02 21:24:27 main:574] : INFO : Epoch 1852 | loss: 0.0311222 | val_loss: 0.0311469 | Time: 1199.99 ms [2022-02-02 21:24:28 main:574] : INFO : Epoch 1853 | loss: 0.0311204 | val_loss: 0.03115 | Time: 1204.94 ms [2022-02-02 21:24:29 main:574] : INFO : Epoch 1854 | loss: 0.0311209 | val_loss: 0.031146 | Time: 1199.76 ms [2022-02-02 21:24:30 main:574] : INFO : Epoch 1855 | loss: 0.0311212 | val_loss: 0.0311498 | Time: 1199.93 ms [2022-02-02 21:24:32 main:574] : INFO : Epoch 1856 | loss: 0.0311207 | val_loss: 0.0311474 | Time: 1205.75 ms [2022-02-02 21:24:33 main:574] : INFO : Epoch 1857 | loss: 0.031119 | val_loss: 0.0311483 | Time: 1200.02 ms [2022-02-02 21:24:34 main:574] : INFO : Epoch 1858 | loss: 0.0311194 | val_loss: 0.031148 | Time: 1206.13 ms [2022-02-02 21:24:35 main:574] : INFO : Epoch 1859 | loss: 0.0311192 | val_loss: 0.0311492 | Time: 1199.41 ms [2022-02-02 21:24:36 main:574] : INFO : Epoch 1860 | loss: 0.0311207 | val_loss: 0.0311479 | Time: 1200.39 ms [2022-02-02 21:24:38 main:574] : INFO : Epoch 1861 | loss: 0.0311205 | val_loss: 0.0311503 | Time: 1206.34 ms [2022-02-02 21:24:39 main:574] : INFO : Epoch 1862 | loss: 0.0311186 | val_loss: 0.0311509 | Time: 1202.13 ms [2022-02-02 21:24:40 main:574] : INFO : Epoch 1863 | loss: 0.0311206 | val_loss: 0.0311516 | Time: 1203.71 ms [2022-02-02 21:24:41 main:574] : INFO : Epoch 1864 | loss: 0.0311214 | val_loss: 0.0311511 | Time: 1200.05 ms [2022-02-02 21:24:43 main:574] : INFO : Epoch 1865 | loss: 0.0311191 | val_loss: 0.0311486 | Time: 1210.12 ms [2022-02-02 21:24:44 main:574] : INFO : Epoch 1866 | loss: 0.0311217 | val_loss: 0.0311473 | Time: 1200.27 ms [2022-02-02 21:24:45 main:574] : INFO : Epoch 1867 | loss: 0.0311202 | val_loss: 0.0311436 | Time: 1201.43 ms [2022-02-02 21:24:46 main:574] : INFO : Epoch 1868 | loss: 0.0311189 | val_loss: 0.0311458 | Time: 1202.87 ms [2022-02-02 21:24:47 main:574] : INFO : Epoch 1869 | loss: 0.0311187 | val_loss: 0.031144 | Time: 1201.61 ms [2022-02-02 21:24:49 main:574] : INFO : Epoch 1870 | loss: 0.0311213 | val_loss: 0.0311515 | Time: 1200.48 ms [2022-02-02 21:24:50 main:574] : INFO : Epoch 1871 | loss: 0.0311244 | val_loss: 0.0311491 | Time: 1199.31 ms [2022-02-02 21:24:51 main:574] : INFO : Epoch 1872 | loss: 0.0311211 | val_loss: 0.0311447 | Time: 1203.39 ms [2022-02-02 21:24:52 main:574] : INFO : Epoch 1873 | loss: 0.0311203 | val_loss: 0.0311452 | Time: 1203.43 ms [2022-02-02 21:24:53 main:574] : INFO : Epoch 1874 | loss: 0.0311204 | val_loss: 0.0311469 | Time: 1200.43 ms [2022-02-02 21:24:55 main:574] : INFO : Epoch 1875 | loss: 0.031118 | val_loss: 0.0311535 | Time: 1200.06 ms [2022-02-02 21:24:56 main:574] : INFO : Epoch 1876 | loss: 0.0311197 | val_loss: 0.031152 | Time: 1200.41 ms [2022-02-02 21:24:57 main:574] : INFO : Epoch 1877 | loss: 0.0311171 | val_loss: 0.0311451 | Time: 1202.14 ms [2022-02-02 21:24:58 main:574] : INFO : Epoch 1878 | loss: 0.0311177 | val_loss: 0.0311427 | Time: 1206.85 ms [2022-02-02 21:24:59 main:574] : INFO : Epoch 1879 | loss: 0.0311207 | val_loss: 0.0311468 | Time: 1198.55 ms [2022-02-02 21:25:01 main:574] : INFO : Epoch 1880 | loss: 0.0311183 | val_loss: 0.0311427 | Time: 1202.44 ms [2022-02-02 21:25:02 main:574] : INFO : Epoch 1881 | loss: 0.0311174 | val_loss: 0.0311433 | Time: 1200.13 ms [2022-02-02 21:25:03 main:574] : INFO : Epoch 1882 | loss: 0.0311172 | val_loss: 0.0311449 | Time: 1201.08 ms [2022-02-02 21:25:04 main:574] : INFO : Epoch 1883 | loss: 0.0311185 | val_loss: 0.0311463 | Time: 1204.61 ms [2022-02-02 21:25:05 main:574] : INFO : Epoch 1884 | loss: 0.0311153 | val_loss: 0.031147 | Time: 1203.55 ms [2022-02-02 21:25:07 main:574] : INFO : Epoch 1885 | loss: 0.0311143 | val_loss: 0.0311447 | Time: 1201.52 ms [2022-02-02 21:25:08 main:574] : INFO : Epoch 1886 | loss: 0.0311157 | val_loss: 0.0311512 | Time: 1200.77 ms [2022-02-02 21:25:09 main:574] : INFO : Epoch 1887 | loss: 0.031119 | val_loss: 0.0311508 | Time: 1199.13 ms [2022-02-02 21:25:10 main:574] : INFO : Epoch 1888 | loss: 0.0311145 | val_loss: 0.0311464 | Time: 1204.33 ms [2022-02-02 21:25:12 main:574] : INFO : Epoch 1889 | loss: 0.0311151 | val_loss: 0.0311499 | Time: 1202.18 ms [2022-02-02 21:25:13 main:574] : INFO : Epoch 1890 | loss: 0.0311138 | val_loss: 0.0311515 | Time: 1200.74 ms [2022-02-02 21:25:14 main:574] : INFO : Epoch 1891 | loss: 0.0311205 | val_loss: 0.0311494 | Time: 1206.01 ms [2022-02-02 21:25:15 main:574] : INFO : Epoch 1892 | loss: 0.031115 | val_loss: 0.0311464 | Time: 1199.27 ms [2022-02-02 21:25:16 main:574] : INFO : Epoch 1893 | loss: 0.0311134 | val_loss: 0.031151 | Time: 1199.21 ms [2022-02-02 21:25:18 main:574] : INFO : Epoch 1894 | loss: 0.0311137 | val_loss: 0.0311465 | Time: 1200.29 ms [2022-02-02 21:25:19 main:574] : INFO : Epoch 1895 | loss: 0.0311147 | val_loss: 0.0311449 | Time: 1200.35 ms [2022-02-02 21:25:20 main:574] : INFO : Epoch 1896 | loss: 0.0311149 | val_loss: 0.0311481 | Time: 1209.7 ms [2022-02-02 21:25:21 main:574] : INFO : Epoch 1897 | loss: 0.0311167 | val_loss: 0.0311484 | Time: 1200.85 ms [2022-02-02 21:25:22 main:574] : INFO : Epoch 1898 | loss: 0.0311143 | val_loss: 0.031145 | Time: 1202.85 ms [2022-02-02 21:25:24 main:574] : INFO : Epoch 1899 | loss: 0.0311181 | val_loss: 0.0311522 | Time: 1201.11 ms [2022-02-02 21:25:25 main:574] : INFO : Epoch 1900 | loss: 0.0311206 | val_loss: 0.0311461 | Time: 1199.99 ms [2022-02-02 21:25:26 main:574] : INFO : Epoch 1901 | loss: 0.0311153 | val_loss: 0.0311468 | Time: 1210.85 ms [2022-02-02 21:25:27 main:574] : INFO : Epoch 1902 | loss: 0.0311154 | val_loss: 0.031149 | Time: 1198.79 ms [2022-02-02 21:25:28 main:574] : INFO : Epoch 1903 | loss: 0.0311158 | val_loss: 0.0311463 | Time: 1200.48 ms [2022-02-02 21:25:30 main:574] : INFO : Epoch 1904 | loss: 0.0311147 | val_loss: 0.0311538 | Time: 1208.27 ms [2022-02-02 21:25:31 main:574] : INFO : Epoch 1905 | loss: 0.0311146 | val_loss: 0.0311455 | Time: 1200.13 ms [2022-02-02 21:25:32 main:574] : INFO : Epoch 1906 | loss: 0.0311137 | val_loss: 0.0311543 | Time: 1200.41 ms [2022-02-02 21:25:33 main:574] : INFO : Epoch 1907 | loss: 0.0311138 | val_loss: 0.0311431 | Time: 1202.44 ms [2022-02-02 21:25:34 main:574] : INFO : Epoch 1908 | loss: 0.031114 | val_loss: 0.031149 | Time: 1200.36 ms [2022-02-02 21:25:36 main:574] : INFO : Epoch 1909 | loss: 0.0311128 | val_loss: 0.0311438 | Time: 1215.03 ms [2022-02-02 21:25:37 main:574] : INFO : Epoch 1910 | loss: 0.0311128 | val_loss: 0.0311457 | Time: 1200.78 ms [2022-02-02 21:25:38 main:574] : INFO : Epoch 1911 | loss: 0.0311124 | val_loss: 0.0311526 | Time: 1209.84 ms [2022-02-02 21:25:39 main:574] : INFO : Epoch 1912 | loss: 0.0311145 | val_loss: 0.0311498 | Time: 1203.32 ms [2022-02-02 21:25:41 main:574] : INFO : Epoch 1913 | loss: 0.0311133 | val_loss: 0.0311501 | Time: 1200.48 ms [2022-02-02 21:25:42 main:574] : INFO : Epoch 1914 | loss: 0.0311115 | val_loss: 0.0311437 | Time: 1202.88 ms [2022-02-02 21:25:43 main:574] : INFO : Epoch 1915 | loss: 0.031114 | val_loss: 0.0311462 | Time: 1201.01 ms [2022-02-02 21:25:44 main:574] : INFO : Epoch 1916 | loss: 0.0311115 | val_loss: 0.0311489 | Time: 1203.66 ms [2022-02-02 21:25:45 main:574] : INFO : Epoch 1917 | loss: 0.0311109 | val_loss: 0.0311511 | Time: 1200.36 ms [2022-02-02 21:25:47 main:574] : INFO : Epoch 1918 | loss: 0.0311159 | val_loss: 0.0311559 | Time: 1200.34 ms [2022-02-02 21:25:48 main:574] : INFO : Epoch 1919 | loss: 0.031123 | val_loss: 0.0311493 | Time: 1208.13 ms [2022-02-02 21:25:49 main:574] : INFO : Epoch 1920 | loss: 0.03112 | val_loss: 0.0311482 | Time: 1198.99 ms [2022-02-02 21:25:50 main:574] : INFO : Epoch 1921 | loss: 0.0311202 | val_loss: 0.0311622 | Time: 1200.22 ms [2022-02-02 21:25:51 main:574] : INFO : Epoch 1922 | loss: 0.0311215 | val_loss: 0.0311473 | Time: 1201.88 ms [2022-02-02 21:25:53 main:574] : INFO : Epoch 1923 | loss: 0.031118 | val_loss: 0.0311588 | Time: 1202.28 ms [2022-02-02 21:25:54 main:574] : INFO : Epoch 1924 | loss: 0.0311164 | val_loss: 0.0311468 | Time: 1207.39 ms [2022-02-02 21:25:55 main:574] : INFO : Epoch 1925 | loss: 0.0311146 | val_loss: 0.031146 | Time: 1202.51 ms [2022-02-02 21:25:56 main:574] : INFO : Epoch 1926 | loss: 0.0311169 | val_loss: 0.0311457 | Time: 1202.84 ms [2022-02-02 21:25:57 main:574] : INFO : Epoch 1927 | loss: 0.0311187 | val_loss: 0.0311446 | Time: 1202.89 ms [2022-02-02 21:25:59 main:574] : INFO : Epoch 1928 | loss: 0.0311167 | val_loss: 0.0311434 | Time: 1204.07 ms [2022-02-02 21:26:00 main:574] : INFO : Epoch 1929 | loss: 0.0311165 | val_loss: 0.031148 | Time: 1209.35 ms [2022-02-02 21:26:01 main:574] : INFO : Epoch 1930 | loss: 0.0311182 | val_loss: 0.0311507 | Time: 1203.48 ms [2022-02-02 21:26:02 main:574] : INFO : Epoch 1931 | loss: 0.0311159 | val_loss: 0.0311444 | Time: 1204.94 ms [2022-02-02 21:26:04 main:574] : INFO : Epoch 1932 | loss: 0.0311153 | val_loss: 0.0311538 | Time: 1202.4 ms [2022-02-02 21:26:05 main:574] : INFO : Epoch 1933 | loss: 0.0311177 | val_loss: 0.0311448 | Time: 1202.72 ms [2022-02-02 21:26:06 main:574] : INFO : Epoch 1934 | loss: 0.031118 | val_loss: 0.0311482 | Time: 1214.11 ms [2022-02-02 21:26:07 main:574] : INFO : Epoch 1935 | loss: 0.0311181 | val_loss: 0.0311487 | Time: 1203.18 ms [2022-02-02 21:26:08 main:574] : INFO : Epoch 1936 | loss: 0.0311163 | val_loss: 0.0311451 | Time: 1201.57 ms [2022-02-02 21:26:10 main:574] : INFO : Epoch 1937 | loss: 0.031115 | val_loss: 0.03115 | Time: 1203.57 ms [2022-02-02 21:26:11 main:574] : INFO : Epoch 1938 | loss: 0.0311156 | val_loss: 0.0311542 | Time: 1200.89 ms [2022-02-02 21:26:12 main:574] : INFO : Epoch 1939 | loss: 0.0311197 | val_loss: 0.0311513 | Time: 1205.26 ms [2022-02-02 21:26:13 main:574] : INFO : Epoch 1940 | loss: 0.0311154 | val_loss: 0.0311447 | Time: 1201.92 ms [2022-02-02 21:26:14 main:574] : INFO : Epoch 1941 | loss: 0.0311128 | val_loss: 0.0311442 | Time: 1203.4 ms [2022-02-02 21:26:16 main:574] : INFO : Epoch 1942 | loss: 0.0311198 | val_loss: 0.0311524 | Time: 1200.48 ms [2022-02-02 21:26:17 main:574] : INFO : Epoch 1943 | loss: 0.0311271 | val_loss: 0.0311608 | Time: 1200.91 ms [2022-02-02 21:26:18 main:574] : INFO : Epoch 1944 | loss: 0.031145 | val_loss: 0.0311614 | Time: 1206.67 ms [2022-02-02 21:26:19 main:574] : INFO : Epoch 1945 | loss: 0.0311463 | val_loss: 0.031157 | Time: 1200.56 ms [2022-02-02 21:26:20 main:574] : INFO : Epoch 1946 | loss: 0.0311416 | val_loss: 0.0311586 | Time: 1203.99 ms [2022-02-02 21:26:22 main:574] : INFO : Epoch 1947 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 1199.32 ms [2022-02-02 21:26:23 main:574] : INFO : Epoch 1948 | loss: 0.0311342 | val_loss: 0.0311491 | Time: 1200.2 ms [2022-02-02 21:26:24 main:574] : INFO : Epoch 1949 | loss: 0.0311306 | val_loss: 0.0311489 | Time: 1208.3 ms [2022-02-02 21:26:25 main:574] : INFO : Epoch 1950 | loss: 0.0311282 | val_loss: 0.0311488 | Time: 1207.49 ms [2022-02-02 21:26:27 main:574] : INFO : Epoch 1951 | loss: 0.0311239 | val_loss: 0.0311497 | Time: 1202.65 ms [2022-02-02 21:26:28 main:574] : INFO : Epoch 1952 | loss: 0.0311258 | val_loss: 0.0311477 | Time: 1208.18 ms [2022-02-02 21:26:29 main:574] : INFO : Epoch 1953 | loss: 0.031124 | val_loss: 0.0311508 | Time: 1202.79 ms [2022-02-02 21:26:30 main:574] : INFO : Epoch 1954 | loss: 0.0311248 | val_loss: 0.0311506 | Time: 1200.75 ms [2022-02-02 21:26:31 main:574] : INFO : Epoch 1955 | loss: 0.0311231 | val_loss: 0.0311551 | Time: 1202.39 ms [2022-02-02 21:26:33 main:574] : INFO : Epoch 1956 | loss: 0.0311199 | val_loss: 0.0311474 | Time: 1200.9 ms [2022-02-02 21:26:34 main:574] : INFO : Epoch 1957 | loss: 0.0311189 | val_loss: 0.0311471 | Time: 1204.91 ms [2022-02-02 21:26:35 main:574] : INFO : Epoch 1958 | loss: 0.0311197 | val_loss: 0.0311456 | Time: 1200.59 ms [2022-02-02 21:26:36 main:574] : INFO : Epoch 1959 | loss: 0.031118 | val_loss: 0.0311419 | Time: 1200.08 ms [2022-02-02 21:26:37 main:574] : INFO : Epoch 1960 | loss: 0.0311165 | val_loss: 0.0311415 | Time: 1199.96 ms [2022-02-02 21:26:39 main:574] : INFO : Epoch 1961 | loss: 0.0311147 | val_loss: 0.0311443 | Time: 1200.27 ms [2022-02-02 21:26:40 main:574] : INFO : Epoch 1962 | loss: 0.0311147 | val_loss: 0.0311456 | Time: 1207.07 ms [2022-02-02 21:26:41 main:574] : INFO : Epoch 1963 | loss: 0.0311171 | val_loss: 0.03114 | Time: 1200.32 ms [2022-02-02 21:26:42 main:574] : INFO : Epoch 1964 | loss: 0.0311174 | val_loss: 0.0311424 | Time: 1200.11 ms [2022-02-02 21:26:43 main:574] : INFO : Epoch 1965 | loss: 0.0311158 | val_loss: 0.0311398 | Time: 1201.37 ms [2022-02-02 21:26:45 main:574] : INFO : Epoch 1966 | loss: 0.0311137 | val_loss: 0.0311426 | Time: 1203.74 ms [2022-02-02 21:26:46 main:574] : INFO : Epoch 1967 | loss: 0.0311146 | val_loss: 0.0311418 | Time: 1206.83 ms [2022-02-02 21:26:47 main:574] : INFO : Epoch 1968 | loss: 0.0311145 | val_loss: 0.0311399 | Time: 1200.74 ms [2022-02-02 21:26:48 main:574] : INFO : Epoch 1969 | loss: 0.0311179 | val_loss: 0.0311458 | Time: 1204.01 ms [2022-02-02 21:26:49 main:574] : INFO : Epoch 1970 | loss: 0.031119 | val_loss: 0.0311405 | Time: 1201.65 ms [2022-02-02 21:26:51 main:574] : INFO : Epoch 1971 | loss: 0.0311192 | val_loss: 0.0311427 | Time: 1200.62 ms [2022-02-02 21:26:52 main:574] : INFO : Epoch 1972 | loss: 0.0311207 | val_loss: 0.0311492 | Time: 1211.91 ms [2022-02-02 21:26:53 main:574] : INFO : Epoch 1973 | loss: 0.0311193 | val_loss: 0.0311446 | Time: 1199.53 ms [2022-02-02 21:26:54 main:574] : INFO : Epoch 1974 | loss: 0.0311169 | val_loss: 0.0311419 | Time: 1201.15 ms [2022-02-02 21:26:55 main:574] : INFO : Epoch 1975 | loss: 0.0311205 | val_loss: 0.0311423 | Time: 1198.65 ms [2022-02-02 21:26:57 main:574] : INFO : Epoch 1976 | loss: 0.0311226 | val_loss: 0.0311429 | Time: 1201.43 ms [2022-02-02 21:26:58 main:574] : INFO : Epoch 1977 | loss: 0.0311218 | val_loss: 0.0311423 | Time: 1205.53 ms [2022-02-02 21:26:59 main:574] : INFO : Epoch 1978 | loss: 0.0311194 | val_loss: 0.0311448 | Time: 1199.56 ms [2022-02-02 21:27:00 main:574] : INFO : Epoch 1979 | loss: 0.0311212 | val_loss: 0.0311389 | Time: 1210.01 ms [2022-02-02 21:27:02 main:574] : INFO : Epoch 1980 | loss: 0.0311177 | val_loss: 0.031141 | Time: 1202.74 ms [2022-02-02 21:27:03 main:574] : INFO : Epoch 1981 | loss: 0.031117 | val_loss: 0.0311391 | Time: 1201.95 ms [2022-02-02 21:27:04 main:574] : INFO : Epoch 1982 | loss: 0.0311184 | val_loss: 0.0311427 | Time: 1206.45 ms [2022-02-02 21:27:05 main:574] : INFO : Epoch 1983 | loss: 0.0311162 | val_loss: 0.0311418 | Time: 1199.86 ms [2022-02-02 21:27:06 main:574] : INFO : Epoch 1984 | loss: 0.0311146 | val_loss: 0.0311394 | Time: 1201.56 ms [2022-02-02 21:27:08 main:574] : INFO : Epoch 1985 | loss: 0.0311149 | val_loss: 0.0311422 | Time: 1200.44 ms [2022-02-02 21:27:09 main:574] : INFO : Epoch 1986 | loss: 0.0311265 | val_loss: 0.0311472 | Time: 1202.04 ms [2022-02-02 21:27:10 main:574] : INFO : Epoch 1987 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 1204.55 ms [2022-02-02 21:27:11 main:574] : INFO : Epoch 1988 | loss: 0.031146 | val_loss: 0.0311533 | Time: 1199.8 ms [2022-02-02 21:27:12 main:574] : INFO : Epoch 1989 | loss: 0.0311437 | val_loss: 0.0311508 | Time: 1200.58 ms [2022-02-02 21:27:14 main:574] : INFO : Epoch 1990 | loss: 0.0311396 | val_loss: 0.0311525 | Time: 1201.56 ms [2022-02-02 21:27:15 main:574] : INFO : Epoch 1991 | loss: 0.0311387 | val_loss: 0.0311483 | Time: 1199.02 ms [2022-02-02 21:27:16 main:574] : INFO : Epoch 1992 | loss: 0.0311375 | val_loss: 0.0311524 | Time: 1205.89 ms [2022-02-02 21:27:17 main:574] : INFO : Epoch 1993 | loss: 0.0311381 | val_loss: 0.0311528 | Time: 1199.96 ms [2022-02-02 21:27:18 main:574] : INFO : Epoch 1994 | loss: 0.031134 | val_loss: 0.0311517 | Time: 1199.81 ms [2022-02-02 21:27:20 main:574] : INFO : Epoch 1995 | loss: 0.0311354 | val_loss: 0.0311513 | Time: 1202.18 ms [2022-02-02 21:27:21 main:574] : INFO : Epoch 1996 | loss: 0.0311346 | val_loss: 0.0311539 | Time: 1200.4 ms [2022-02-02 21:27:22 main:574] : INFO : Epoch 1997 | loss: 0.0311359 | val_loss: 0.0311641 | Time: 1206.8 ms [2022-02-02 21:27:23 main:574] : INFO : Epoch 1998 | loss: 0.0311376 | val_loss: 0.0311617 | Time: 1200.62 ms [2022-02-02 21:27:24 main:574] : INFO : Epoch 1999 | loss: 0.0311327 | val_loss: 0.0311539 | Time: 1199.42 ms [2022-02-02 21:27:26 main:574] : INFO : Epoch 2000 | loss: 0.0311305 | val_loss: 0.0311532 | Time: 1199.31 ms [2022-02-02 21:27:27 main:574] : INFO : Epoch 2001 | loss: 0.0311395 | val_loss: 0.031153 | Time: 1200.33 ms [2022-02-02 21:27:28 main:574] : INFO : Epoch 2002 | loss: 0.0311379 | val_loss: 0.0311477 | Time: 1204.72 ms [2022-02-02 21:27:29 main:574] : INFO : Epoch 2003 | loss: 0.0311317 | val_loss: 0.0311501 | Time: 1203.54 ms [2022-02-02 21:27:31 main:574] : INFO : Epoch 2004 | loss: 0.0311317 | val_loss: 0.031144 | Time: 1199.66 ms [2022-02-02 21:27:32 main:574] : INFO : Epoch 2005 | loss: 0.0311306 | val_loss: 0.0311427 | Time: 1199.13 ms [2022-02-02 21:27:33 main:574] : INFO : Epoch 2006 | loss: 0.0311289 | val_loss: 0.0311428 | Time: 1200.22 ms [2022-02-02 21:27:34 main:574] : INFO : Epoch 2007 | loss: 0.0311264 | val_loss: 0.0311402 | Time: 1211.57 ms [2022-02-02 21:27:35 main:574] : INFO : Epoch 2008 | loss: 0.0311272 | val_loss: 0.0311443 | Time: 1201.59 ms [2022-02-02 21:27:37 main:574] : INFO : Epoch 2009 | loss: 0.0311346 | val_loss: 0.0311605 | Time: 1200.08 ms [2022-02-02 21:27:38 main:574] : INFO : Epoch 2010 | loss: 0.0311454 | val_loss: 0.0311523 | Time: 1201.34 ms [2022-02-02 21:27:39 main:574] : INFO : Epoch 2011 | loss: 0.031142 | val_loss: 0.0311528 | Time: 1201.19 ms [2022-02-02 21:27:40 main:574] : INFO : Epoch 2012 | loss: 0.0311425 | val_loss: 0.0311538 | Time: 1204.05 ms [2022-02-02 21:27:41 main:574] : INFO : Epoch 2013 | loss: 0.0311441 | val_loss: 0.0311535 | Time: 1203.87 ms [2022-02-02 21:27:43 main:574] : INFO : Epoch 2014 | loss: 0.031147 | val_loss: 0.0311542 | Time: 1200.12 ms [2022-02-02 21:27:44 main:574] : INFO : Epoch 2015 | loss: 0.0311487 | val_loss: 0.0311534 | Time: 1201.83 ms [2022-02-02 21:27:45 main:574] : INFO : Epoch 2016 | loss: 0.0311509 | val_loss: 0.0311534 | Time: 1199.66 ms [2022-02-02 21:27:46 main:574] : INFO : Epoch 2017 | loss: 0.0311475 | val_loss: 0.0311536 | Time: 1202.35 ms [2022-02-02 21:27:47 main:574] : INFO : Epoch 2018 | loss: 0.0311473 | val_loss: 0.0311552 | Time: 1200.45 ms [2022-02-02 21:27:49 main:574] : INFO : Epoch 2019 | loss: 0.0311442 | val_loss: 0.0311503 | Time: 1201.84 ms [2022-02-02 21:27:50 main:574] : INFO : Epoch 2020 | loss: 0.031145 | val_loss: 0.0311524 | Time: 1199.66 ms [2022-02-02 21:27:51 main:574] : INFO : Epoch 2021 | loss: 0.0311433 | val_loss: 0.0311512 | Time: 1199.17 ms [2022-02-02 21:27:52 main:574] : INFO : Epoch 2022 | loss: 0.0311421 | val_loss: 0.0311532 | Time: 1210.13 ms [2022-02-02 21:27:53 main:574] : INFO : Epoch 2023 | loss: 0.0311718 | val_loss: 0.0311847 | Time: 1201.1 ms [2022-02-02 21:27:55 main:574] : INFO : Epoch 2024 | loss: 0.0311774 | val_loss: 0.0311712 | Time: 1200.43 ms [2022-02-02 21:27:56 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.03117 | Time: 1203.46 ms [2022-02-02 21:27:57 main:574] : INFO : Epoch 2026 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 1201.4 ms [2022-02-02 21:27:58 main:574] : INFO : Epoch 2027 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 1204.35 ms [2022-02-02 21:28:00 main:574] : INFO : Epoch 2028 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 1200.18 ms [2022-02-02 21:28:01 main:574] : INFO : Epoch 2029 | loss: 0.031161 | val_loss: 0.031167 | Time: 1202.1 ms [2022-02-02 21:28:02 main:574] : INFO : Epoch 2030 | loss: 0.031159 | val_loss: 0.0311696 | Time: 1200.34 ms [2022-02-02 21:28:03 main:574] : INFO : Epoch 2031 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 1204.12 ms [2022-02-02 21:28:04 main:574] : INFO : Epoch 2032 | loss: 0.031206 | val_loss: 0.0313403 | Time: 1204.18 ms [2022-02-02 21:28:06 main:574] : INFO : Epoch 2033 | loss: 0.0350072 | val_loss: 0.0353206 | Time: 1202.36 ms [2022-02-02 21:28:07 main:574] : INFO : Epoch 2034 | loss: 0.0326613 | val_loss: 0.0317003 | Time: 1204.09 ms [2022-02-02 21:28:08 main:574] : INFO : Epoch 2035 | loss: 0.0314003 | val_loss: 0.0313004 | Time: 1199.7 ms [2022-02-02 21:28:09 main:574] : INFO : Epoch 2036 | loss: 0.0312622 | val_loss: 0.0312461 | Time: 1199.83 ms [2022-02-02 21:28:10 main:574] : INFO : Epoch 2037 | loss: 0.0312321 | val_loss: 0.0312212 | Time: 1209.71 ms [2022-02-02 21:28:12 main:574] : INFO : Epoch 2038 | loss: 0.0312046 | val_loss: 0.0311902 | Time: 1199.89 ms [2022-02-02 21:28:13 main:574] : INFO : Epoch 2039 | loss: 0.0311796 | val_loss: 0.0311736 | Time: 1200.43 ms [2022-02-02 21:28:14 main:574] : INFO : Epoch 2040 | loss: 0.031168 | val_loss: 0.0311707 | Time: 1201.49 ms [2022-02-02 21:28:15 main:574] : INFO : Epoch 2041 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 1207.93 ms [2022-02-02 21:28:16 main:574] : INFO : Epoch 2042 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 1200.17 ms [2022-02-02 21:28:18 main:574] : INFO : Epoch 2043 | loss: 0.0311613 | val_loss: 0.0311658 | Time: 1200.19 ms [2022-02-02 21:28:19 main:574] : INFO : Epoch 2044 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 1201.24 ms [2022-02-02 21:28:20 main:574] : INFO : Epoch 2045 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 1206.26 ms [2022-02-02 21:28:21 main:574] : INFO : Epoch 2046 | loss: 0.0311582 | val_loss: 0.0311649 | Time: 1202.73 ms [2022-02-02 21:28:22 main:574] : INFO : Epoch 2047 | loss: 0.0311563 | val_loss: 0.031165 | Time: 1199.08 ms [2022-02-02 21:28:24 main:574] : INFO : Epoch 2048 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 1199.29 ms [2022-02-02 21:28:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311662 [2022-02-02 21:28:24 main:603] : INFO : Saving end state to config to file [2022-02-02 21:28:24 main:608] : INFO : Success, exiting.. 21:28:24 (24948): 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)