Task 14624461
| Name | ParityModified-1647048119-27290-3-0_1 |
| Workunit | 11617547 |
| Created | 18 Apr 2022, 23:33:05 UTC |
| Sent | 18 Apr 2022, 23:33:38 UTC |
| Report deadline | 26 Apr 2022, 23:33:38 UTC |
| Received | 19 Apr 2022, 16:39:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 4 sec |
| CPU time | 38 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311244 | val_loss: 0.0311356 | Time: 1113.61 ms [2022-04-19 12:29:19 main:574] : INFO : Epoch 1543 | loss: 0.0311225 | val_loss: 0.0311384 | Time: 1112.88 ms [2022-04-19 12:29:20 main:574] : INFO : Epoch 1544 | loss: 0.031122 | val_loss: 0.0311351 | Time: 1113.37 ms [2022-04-19 12:29:22 main:574] : INFO : Epoch 1545 | loss: 0.031124 | val_loss: 0.0311422 | Time: 1117.51 ms [2022-04-19 12:29:23 main:574] : INFO : Epoch 1546 | loss: 0.0311225 | val_loss: 0.0311366 | Time: 1118.75 ms [2022-04-19 12:29:24 main:574] : INFO : Epoch 1547 | loss: 0.03112 | val_loss: 0.0311377 | Time: 1116.35 ms [2022-04-19 12:29:25 main:574] : INFO : Epoch 1548 | loss: 0.0311215 | val_loss: 0.0311385 | Time: 1114.58 ms [2022-04-19 12:29:26 main:574] : INFO : Epoch 1549 | loss: 0.0311214 | val_loss: 0.0311379 | Time: 1112.58 ms [2022-04-19 12:29:28 main:574] : INFO : Epoch 1550 | loss: 0.0311211 | val_loss: 0.0311347 | Time: 1118.19 ms [2022-04-19 12:29:29 main:574] : INFO : Epoch 1551 | loss: 0.0311205 | val_loss: 0.0311371 | Time: 1117.32 ms [2022-04-19 12:29:30 main:574] : INFO : Epoch 1552 | loss: 0.03112 | val_loss: 0.0311346 | Time: 1124.38 ms [2022-04-19 12:29:31 main:574] : INFO : Epoch 1553 | loss: 0.0311199 | val_loss: 0.0311373 | Time: 1114.74 ms [2022-04-19 12:29:32 main:574] : INFO : Epoch 1554 | loss: 0.0311184 | val_loss: 0.0311352 | Time: 1118.82 ms [2022-04-19 12:29:34 main:574] : INFO : Epoch 1555 | loss: 0.0311184 | val_loss: 0.0311384 | Time: 1121.74 ms [2022-04-19 12:29:35 main:574] : INFO : Epoch 1556 | loss: 0.0311179 | val_loss: 0.0311366 | Time: 1116.72 ms [2022-04-19 12:29:36 main:574] : INFO : Epoch 1557 | loss: 0.0311185 | val_loss: 0.0311364 | Time: 1115.48 ms [2022-04-19 12:29:37 main:574] : INFO : Epoch 1558 | loss: 0.0311186 | val_loss: 0.0311418 | Time: 1114.52 ms [2022-04-19 12:29:38 main:574] : INFO : Epoch 1559 | loss: 0.0311237 | val_loss: 0.0311373 | Time: 1117.65 ms [2022-04-19 12:29:40 main:574] : INFO : Epoch 1560 | loss: 0.0311394 | val_loss: 0.0311624 | Time: 1117.67 ms [2022-04-19 12:29:41 main:574] : INFO : Epoch 1561 | loss: 0.0311584 | val_loss: 0.0311598 | Time: 1113.76 ms [2022-04-19 12:29:42 main:574] : INFO : Epoch 1562 | loss: 0.031154 | val_loss: 0.0311509 | Time: 1115.94 ms [2022-04-19 12:29:43 main:574] : INFO : Epoch 1563 | loss: 0.0311458 | val_loss: 0.0311473 | Time: 1114.86 ms [2022-04-19 12:29:44 main:574] : INFO : Epoch 1564 | loss: 0.0311425 | val_loss: 0.0311462 | Time: 1114.94 ms [2022-04-19 12:29:46 main:574] : INFO : Epoch 1565 | loss: 0.0311413 | val_loss: 0.0311424 | Time: 1113.63 ms [2022-04-19 12:29:47 main:574] : INFO : Epoch 1566 | loss: 0.0311377 | val_loss: 0.0311424 | Time: 1118.28 ms [2022-04-19 12:29:48 main:574] : INFO : Epoch 1567 | loss: 0.0311376 | val_loss: 0.0311415 | Time: 1116.78 ms [2022-04-19 12:29:49 main:574] : INFO : Epoch 1568 | loss: 0.031137 | val_loss: 0.0311483 | Time: 1115.36 ms [2022-04-19 12:29:51 main:574] : INFO : Epoch 1569 | loss: 0.0311371 | val_loss: 0.0311406 | Time: 1117.52 ms [2022-04-19 12:29:52 main:574] : INFO : Epoch 1570 | loss: 0.0311368 | val_loss: 0.0311473 | Time: 1115.13 ms [2022-04-19 12:29:53 main:574] : INFO : Epoch 1571 | loss: 0.0311363 | val_loss: 0.0311436 | Time: 1113.99 ms [2022-04-19 12:29:54 main:574] : INFO : Epoch 1572 | loss: 0.0311346 | val_loss: 0.0311414 | Time: 1114.9 ms [2022-04-19 12:29:55 main:574] : INFO : Epoch 1573 | loss: 0.0311372 | val_loss: 0.031144 | Time: 1113.74 ms [2022-04-19 12:29:56 main:574] : INFO : Epoch 1574 | loss: 0.0311359 | val_loss: 0.0311399 | Time: 1113.42 ms [2022-04-19 12:29:58 main:574] : INFO : Epoch 1575 | loss: 0.031135 | val_loss: 0.0311389 | Time: 1114.75 ms [2022-04-19 12:29:59 main:574] : INFO : Epoch 1576 | loss: 0.031138 | val_loss: 0.03114 | Time: 1114.03 ms [2022-04-19 12:30:00 main:574] : INFO : Epoch 1577 | loss: 0.0311324 | val_loss: 0.0311384 | Time: 1116.88 ms [2022-04-19 12:30:01 main:574] : INFO : Epoch 1578 | loss: 0.0311311 | val_loss: 0.0311377 | Time: 1117.31 ms [2022-04-19 12:30:02 main:574] : INFO : Epoch 1579 | loss: 0.0311302 | val_loss: 0.0311374 | Time: 1114.1 ms [2022-04-19 12:30:04 main:574] : INFO : Epoch 1580 | loss: 0.0311295 | val_loss: 0.0311371 | Time: 1115.25 ms [2022-04-19 12:30:05 main:574] : INFO : Epoch 1581 | loss: 0.0311293 | val_loss: 0.0311378 | Time: 1115.13 ms [2022-04-19 12:30:06 main:574] : INFO : Epoch 1582 | loss: 0.031129 | val_loss: 0.0311412 | Time: 1112.95 ms [2022-04-19 12:30:07 main:574] : INFO : Epoch 1583 | loss: 0.0311291 | val_loss: 0.0311386 | Time: 1114.58 ms [2022-04-19 12:30:08 main:574] : INFO : Epoch 1584 | loss: 0.0311286 | val_loss: 0.0311395 | Time: 1116.57 ms [2022-04-19 12:30:10 main:574] : INFO : Epoch 1585 | loss: 0.031131 | val_loss: 0.0311388 | Time: 1117.57 ms [2022-04-19 12:30:11 main:574] : INFO : Epoch 1586 | loss: 0.0311279 | val_loss: 0.0311377 | Time: 1110.77 ms [2022-04-19 12:30:12 main:574] : INFO : Epoch 1587 | loss: 0.031127 | val_loss: 0.0311374 | Time: 1118.06 ms [2022-04-19 12:30:13 main:574] : INFO : Epoch 1588 | loss: 0.0311281 | val_loss: 0.0311428 | Time: 1113.72 ms [2022-04-19 12:30:14 main:574] : INFO : Epoch 1589 | loss: 0.0311324 | val_loss: 0.0311392 | Time: 1113.98 ms [2022-04-19 12:30:16 main:574] : INFO : Epoch 1590 | loss: 0.0311277 | val_loss: 0.0311358 | Time: 1115.44 ms [2022-04-19 12:30:17 main:574] : INFO : Epoch 1591 | loss: 0.0311253 | val_loss: 0.0311363 | Time: 1115.68 ms [2022-04-19 12:30:18 main:574] : INFO : Epoch 1592 | loss: 0.0311259 | val_loss: 0.0311404 | Time: 1113.41 ms [2022-04-19 12:30:19 main:574] : INFO : Epoch 1593 | loss: 0.0311254 | val_loss: 0.0311401 | Time: 1115.8 ms [2022-04-19 12:30:20 main:574] : INFO : Epoch 1594 | loss: 0.0311264 | val_loss: 0.0311377 | Time: 1116.36 ms [2022-04-19 12:30:22 main:574] : INFO : Epoch 1595 | loss: 0.0311265 | val_loss: 0.0311395 | Time: 1120.63 ms [2022-04-19 12:30:23 main:574] : INFO : Epoch 1596 | loss: 0.0311272 | val_loss: 0.0311407 | Time: 1116.58 ms [2022-04-19 12:30:24 main:574] : INFO : Epoch 1597 | loss: 0.0311255 | val_loss: 0.0311367 | Time: 1112.75 ms [2022-04-19 12:30:25 main:574] : INFO : Epoch 1598 | loss: 0.0311272 | val_loss: 0.031138 | Time: 1114.59 ms [2022-04-19 12:30:26 main:574] : INFO : Epoch 1599 | loss: 0.0311285 | val_loss: 0.0311459 | Time: 1115.7 ms [2022-04-19 12:30:28 main:574] : INFO : Epoch 1600 | loss: 0.0311278 | val_loss: 0.0311382 | Time: 1114.66 ms [2022-04-19 12:30:29 main:574] : INFO : Epoch 1601 | loss: 0.031124 | val_loss: 0.0311396 | Time: 1113.22 ms [2022-04-19 12:30:30 main:574] : INFO : Epoch 1602 | loss: 0.031124 | val_loss: 0.0311382 | Time: 1118.4 ms [2022-04-19 12:30:31 main:574] : INFO : Epoch 1603 | loss: 0.0311232 | val_loss: 0.031137 | Time: 1114.79 ms [2022-04-19 12:30:32 main:574] : INFO : Epoch 1604 | loss: 0.0311233 | val_loss: 0.0311395 | Time: 1114.49 ms [2022-04-19 12:30:34 main:574] : INFO : Epoch 1605 | loss: 0.0311272 | val_loss: 0.0311395 | Time: 1111.14 ms [2022-04-19 12:30:35 main:574] : INFO : Epoch 1606 | loss: 0.0311237 | val_loss: 0.0311396 | Time: 1117.27 ms [2022-04-19 12:30:36 main:574] : INFO : Epoch 1607 | loss: 0.0311228 | val_loss: 0.0311412 | Time: 1112.49 ms [2022-04-19 12:30:37 main:574] : INFO : Epoch 1608 | loss: 0.0311213 | val_loss: 0.0311385 | Time: 1114.98 ms [2022-04-19 12:30:38 main:574] : INFO : Epoch 1609 | loss: 0.0311206 | val_loss: 0.0311369 | Time: 1117.57 ms [2022-04-19 12:30:40 main:574] : INFO : Epoch 1610 | loss: 0.0311198 | val_loss: 0.0311359 | Time: 1117.16 ms [2022-04-19 12:30:41 main:574] : INFO : Epoch 1611 | loss: 0.0311201 | val_loss: 0.031138 | Time: 1113.04 ms [2022-04-19 12:30:42 main:574] : INFO : Epoch 1612 | loss: 0.0311173 | val_loss: 0.0311359 | Time: 1111.56 ms [2022-04-19 12:30:43 main:574] : INFO : Epoch 1613 | loss: 0.0311178 | val_loss: 0.0311397 | Time: 1115.06 ms [2022-04-19 12:30:44 main:574] : INFO : Epoch 1614 | loss: 0.031118 | val_loss: 0.031144 | Time: 1113.69 ms [2022-04-19 12:30:45 main:574] : INFO : Epoch 1615 | loss: 0.0311214 | val_loss: 0.0311479 | Time: 1114.31 ms [2022-04-19 12:30:47 main:574] : INFO : Epoch 1616 | loss: 0.0311206 | val_loss: 0.031139 | Time: 1118.66 ms [2022-04-19 12:30:48 main:574] : INFO : Epoch 1617 | loss: 0.0311187 | val_loss: 0.031144 | Time: 1118.36 ms [2022-04-19 12:30:49 main:574] : INFO : Epoch 1618 | loss: 0.0311184 | val_loss: 0.0311402 | Time: 1114.12 ms [2022-04-19 12:30:50 main:574] : INFO : Epoch 1619 | loss: 0.0311178 | val_loss: 0.0311379 | Time: 1113.54 ms [2022-04-19 12:30:51 main:574] : INFO : Epoch 1620 | loss: 0.0311215 | val_loss: 0.0311389 | Time: 1112.1 ms [2022-04-19 12:30:53 main:574] : INFO : Epoch 1621 | loss: 0.0311235 | val_loss: 0.0311361 | Time: 1126.16 ms [2022-04-19 12:30:54 main:574] : INFO : Epoch 1622 | loss: 0.0311214 | val_loss: 0.0311392 | Time: 1116.13 ms [2022-04-19 12:30:55 main:574] : INFO : Epoch 1623 | loss: 0.0311186 | val_loss: 0.0311369 | Time: 1114.27 ms [2022-04-19 12:30:56 main:574] : INFO : Epoch 1624 | loss: 0.0311168 | val_loss: 0.0311367 | Time: 1116.51 ms [2022-04-19 12:30:57 main:574] : INFO : Epoch 1625 | loss: 0.0311158 | val_loss: 0.031142 | Time: 1116.65 ms [2022-04-19 12:30:59 main:574] : INFO : Epoch 1626 | loss: 0.0311167 | val_loss: 0.0311377 | Time: 1117.06 ms [2022-04-19 12:31:00 main:574] : INFO : Epoch 1627 | loss: 0.0311157 | val_loss: 0.0311397 | Time: 1121.55 ms [2022-04-19 12:31:01 main:574] : INFO : Epoch 1628 | loss: 0.0311161 | val_loss: 0.0311403 | Time: 1117.9 ms [2022-04-19 12:31:02 main:574] : INFO : Epoch 1629 | loss: 0.0311178 | val_loss: 0.0311387 | Time: 1116.22 ms [2022-04-19 12:31:03 main:574] : INFO : Epoch 1630 | loss: 0.031118 | val_loss: 0.0311374 | Time: 1118.46 ms [2022-04-19 12:31:04 main:574] : INFO : Epoch 1631 | loss: 0.0311222 | val_loss: 0.0311408 | Time: 1114.21 ms [2022-04-19 12:31:06 main:574] : INFO : Epoch 1632 | loss: 0.0311191 | val_loss: 0.0311408 | Time: 1115.06 ms [2022-04-19 12:31:07 main:574] : INFO : Epoch 1633 | loss: 0.0311173 | val_loss: 0.0311411 | Time: 1112.08 ms [2022-04-19 12:31:08 main:574] : INFO : Epoch 1634 | loss: 0.0311168 | val_loss: 0.0311388 | Time: 1116.04 ms [2022-04-19 12:31:09 main:574] : INFO : Epoch 1635 | loss: 0.0311174 | val_loss: 0.0311391 | Time: 1117.29 ms [2022-04-19 12:31:11 main:574] : INFO : Epoch 1636 | loss: 0.0311189 | val_loss: 0.0311393 | Time: 1115.48 ms [2022-04-19 12:31:12 main:574] : INFO : Epoch 1637 | loss: 0.0311172 | val_loss: 0.0311405 | Time: 1119.24 ms [2022-04-19 12:31:13 main:574] : INFO : Epoch 1638 | loss: 0.0311174 | val_loss: 0.0311374 | Time: 1115.39 ms [2022-04-19 12:31:14 main:574] : INFO : Epoch 1639 | loss: 0.0311209 | val_loss: 0.0311443 | Time: 1117.72 ms [2022-04-19 12:31:15 main:574] : INFO : Epoch 1640 | loss: 0.031123 | val_loss: 0.0311368 | Time: 1112.61 ms [2022-04-19 12:31:17 main:574] : INFO : Epoch 1641 | loss: 0.0311277 | val_loss: 0.0311392 | Time: 1115.15 ms [2022-04-19 12:31:18 main:574] : INFO : Epoch 1642 | loss: 0.0311244 | val_loss: 0.031137 | Time: 1117.57 ms [2022-04-19 12:31:19 main:574] : INFO : Epoch 1643 | loss: 0.0311243 | val_loss: 0.0311359 | Time: 1116.13 ms [2022-04-19 12:31:20 main:574] : INFO : Epoch 1644 | loss: 0.0311215 | val_loss: 0.0311359 | Time: 1116.61 ms [2022-04-19 12:31:21 main:574] : INFO : Epoch 1645 | loss: 0.0311204 | val_loss: 0.0311371 | Time: 1114.78 ms [2022-04-19 12:31:22 main:574] : INFO : Epoch 1646 | loss: 0.0311234 | val_loss: 0.0311376 | Time: 1120.83 ms [2022-04-19 12:31:24 main:574] : INFO : Epoch 1647 | loss: 0.0311226 | val_loss: 0.0311393 | Time: 1116.36 ms [2022-04-19 12:31:25 main:574] : INFO : Epoch 1648 | loss: 0.0311215 | val_loss: 0.0311385 | Time: 1114.69 ms [2022-04-19 12:31:26 main:574] : INFO : Epoch 1649 | loss: 0.031121 | val_loss: 0.0311451 | Time: 1117.92 ms [2022-04-19 12:31:27 main:574] : INFO : Epoch 1650 | loss: 0.0311255 | val_loss: 0.0311425 | Time: 1115.71 ms [2022-04-19 12:31:29 main:574] : INFO : Epoch 1651 | loss: 0.0311227 | val_loss: 0.0311336 | Time: 1116.76 ms [2022-04-19 12:31:30 main:574] : INFO : Epoch 1652 | loss: 0.0311184 | val_loss: 0.0311422 | Time: 1119.33 ms [2022-04-19 12:31:31 main:574] : INFO : Epoch 1653 | loss: 0.0311202 | val_loss: 0.0311372 | Time: 1116.72 ms [2022-04-19 12:31:32 main:574] : INFO : Epoch 1654 | loss: 0.03112 | val_loss: 0.0311403 | Time: 1115.68 ms [2022-04-19 12:31:33 main:574] : INFO : Epoch 1655 | loss: 0.0311221 | val_loss: 0.0311422 | Time: 1116.15 ms [2022-04-19 12:31:35 main:574] : INFO : Epoch 1656 | loss: 0.0311233 | val_loss: 0.0311386 | Time: 1115.13 ms [2022-04-19 12:31:36 main:574] : INFO : Epoch 1657 | loss: 0.0311197 | val_loss: 0.0311349 | Time: 1115.89 ms [2022-04-19 12:31:37 main:574] : INFO : Epoch 1658 | loss: 0.0311184 | val_loss: 0.0311383 | Time: 1114.18 ms [2022-04-19 12:31:38 main:574] : INFO : Epoch 1659 | loss: 0.0311223 | val_loss: 0.0311363 | Time: 1115.5 ms [2022-04-19 12:31:39 main:574] : INFO : Epoch 1660 | loss: 0.0311192 | val_loss: 0.0311361 | Time: 1115.01 ms [2022-04-19 12:31:41 main:574] : INFO : Epoch 1661 | loss: 0.0311179 | val_loss: 0.0311321 | Time: 1115.15 ms [2022-04-19 12:31:42 main:574] : INFO : Epoch 1662 | loss: 0.0311168 | val_loss: 0.0311381 | Time: 1115.15 ms [2022-04-19 12:31:43 main:574] : INFO : Epoch 1663 | loss: 0.0311176 | val_loss: 0.0311438 | Time: 1116.08 ms [2022-04-19 12:31:44 main:574] : INFO : Epoch 1664 | loss: 0.0311193 | val_loss: 0.031134 | Time: 1115.99 ms [2022-04-19 12:31:45 main:574] : INFO : Epoch 1665 | loss: 0.0311176 | val_loss: 0.0311368 | Time: 1111.56 ms [2022-04-19 12:31:47 main:574] : INFO : Epoch 1666 | loss: 0.0311183 | val_loss: 0.0311357 | Time: 1115.37 ms [2022-04-19 12:31:48 main:574] : INFO : Epoch 1667 | loss: 0.0311211 | val_loss: 0.0311421 | Time: 1119.27 ms [2022-04-19 12:31:49 main:574] : INFO : Epoch 1668 | loss: 0.0311247 | val_loss: 0.0311429 | Time: 1113.48 ms [2022-04-19 12:31:50 main:574] : INFO : Epoch 1669 | loss: 0.0311224 | val_loss: 0.0311347 | Time: 1116.65 ms [2022-04-19 12:31:52 main:574] : INFO : Epoch 1670 | loss: 0.0311228 | val_loss: 0.0311356 | Time: 1115.93 ms [2022-04-19 12:31:53 main:574] : INFO : Epoch 1671 | loss: 0.0311228 | val_loss: 0.0311385 | Time: 1112.5 ms [2022-04-19 12:31:54 main:574] : INFO : Epoch 1672 | loss: 0.0311233 | val_loss: 0.0311475 | Time: 1135.19 ms [2022-04-19 12:31:55 main:574] : INFO : Epoch 1673 | loss: 0.0311204 | val_loss: 0.0311361 | Time: 1118.36 ms [2022-04-19 12:31:56 main:574] : INFO : Epoch 1674 | loss: 0.0311175 | val_loss: 0.0311334 | Time: 1118.8 ms [2022-04-19 12:31:58 main:574] : INFO : Epoch 1675 | loss: 0.0311178 | val_loss: 0.0311353 | Time: 1117.94 ms [2022-04-19 12:31:59 main:574] : INFO : Epoch 1676 | loss: 0.0311181 | val_loss: 0.0311367 | Time: 1116.94 ms [2022-04-19 12:32:00 main:574] : INFO : Epoch 1677 | loss: 0.0311246 | val_loss: 0.0311365 | Time: 1118.67 ms [2022-04-19 12:32:01 main:574] : INFO : Epoch 1678 | loss: 0.0311245 | val_loss: 0.031135 | Time: 1115.92 ms [2022-04-19 12:32:02 main:574] : INFO : Epoch 1679 | loss: 0.0311244 | val_loss: 0.0311389 | Time: 1119.54 ms [2022-04-19 12:32:03 main:574] : INFO : Epoch 1680 | loss: 0.0311207 | val_loss: 0.0311351 | Time: 1116.88 ms [2022-04-19 12:32:05 main:574] : INFO : Epoch 1681 | loss: 0.0311182 | val_loss: 0.0311329 | Time: 1117.13 ms [2022-04-19 12:32:06 main:574] : INFO : Epoch 1682 | loss: 0.031119 | val_loss: 0.0311336 | Time: 1116.29 ms [2022-04-19 12:32:07 main:574] : INFO : Epoch 1683 | loss: 0.0311194 | val_loss: 0.0311362 | Time: 1118.16 ms [2022-04-19 12:32:08 main:574] : INFO : Epoch 1684 | loss: 0.0311184 | val_loss: 0.0311338 | Time: 1115.01 ms [2022-04-19 12:32:10 main:574] : INFO : Epoch 1685 | loss: 0.0311192 | val_loss: 0.0311359 | Time: 1116.29 ms [2022-04-19 12:32:11 main:574] : INFO : Epoch 1686 | loss: 0.031118 | val_loss: 0.0311356 | Time: 1114.63 ms [2022-04-19 12:32:12 main:574] : INFO : Epoch 1687 | loss: 0.0311205 | val_loss: 0.0311304 | Time: 1116.21 ms [2022-04-19 12:32:13 main:574] : INFO : Epoch 1688 | loss: 0.0311204 | val_loss: 0.0311378 | Time: 1114.31 ms [2022-04-19 12:32:14 main:574] : INFO : Epoch 1689 | loss: 0.0311191 | val_loss: 0.0311348 | Time: 1114.35 ms [2022-04-19 12:32:16 main:574] : INFO : Epoch 1690 | loss: 0.0311164 | val_loss: 0.0311349 | Time: 1115.52 ms [2022-04-19 12:32:17 main:574] : INFO : Epoch 1691 | loss: 0.0311157 | val_loss: 0.0311361 | Time: 1113.3 ms [2022-04-19 12:32:18 main:574] : INFO : Epoch 1692 | loss: 0.0311201 | val_loss: 0.0311435 | Time: 1114.46 ms [2022-04-19 12:32:19 main:574] : INFO : Epoch 1693 | loss: 0.0311427 | val_loss: 0.0311404 | Time: 1116.13 ms [2022-04-19 12:32:21 main:574] : INFO : Epoch 1694 | loss: 0.0311377 | val_loss: 0.0311359 | Time: 1114.34 ms [2022-04-19 12:32:22 main:574] : INFO : Epoch 1695 | loss: 0.0311359 | val_loss: 0.0311454 | Time: 1116.29 ms [2022-04-19 12:32:23 main:574] : INFO : Epoch 1696 | loss: 0.0311364 | val_loss: 0.031144 | Time: 1116.6 ms [2022-04-19 12:32:24 main:574] : INFO : Epoch 1697 | loss: 0.0311364 | val_loss: 0.0311377 | Time: 1115.13 ms [2022-04-19 12:32:25 main:574] : INFO : Epoch 1698 | loss: 0.0311296 | val_loss: 0.0311337 | Time: 1117.49 ms [2022-04-19 12:32:27 main:574] : INFO : Epoch 1699 | loss: 0.0311273 | val_loss: 0.0311347 | Time: 1120.49 ms [2022-04-19 12:32:28 main:574] : INFO : Epoch 1700 | loss: 0.0311264 | val_loss: 0.0311345 | Time: 1116.99 ms [2022-04-19 12:32:29 main:574] : INFO : Epoch 1701 | loss: 0.0311266 | val_loss: 0.0311348 | Time: 1110.04 ms [2022-04-19 12:32:30 main:574] : INFO : Epoch 1702 | loss: 0.0311265 | val_loss: 0.0311354 | Time: 1114.16 ms [2022-04-19 12:32:31 main:574] : INFO : Epoch 1703 | loss: 0.0311244 | val_loss: 0.0311328 | Time: 1112.78 ms [2022-04-19 12:32:33 main:574] : INFO : Epoch 1704 | loss: 0.0311256 | val_loss: 0.0311321 | Time: 1116.38 ms [2022-04-19 12:32:34 main:574] : INFO : Epoch 1705 | loss: 0.0311259 | val_loss: 0.031139 | Time: 1118.56 ms [2022-04-19 12:32:35 main:574] : INFO : Epoch 1706 | loss: 0.0311229 | val_loss: 0.0311298 | Time: 1117.02 ms [2022-04-19 12:32:36 main:574] : INFO : Epoch 1707 | loss: 0.0311209 | val_loss: 0.0311387 | Time: 1115.47 ms [2022-04-19 12:32:37 main:574] : INFO : Epoch 1708 | loss: 0.0311263 | val_loss: 0.0311318 | Time: 1115.61 ms [2022-04-19 12:32:39 main:574] : INFO : Epoch 1709 | loss: 0.0311226 | val_loss: 0.0311302 | Time: 1113.92 ms [2022-04-19 12:32:40 main:574] : INFO : Epoch 1710 | loss: 0.0311224 | val_loss: 0.0311348 | Time: 1119.49 ms [2022-04-19 12:32:41 main:574] : INFO : Epoch 1711 | loss: 0.0311321 | val_loss: 0.0311389 | Time: 1114.05 ms [2022-04-19 12:32:42 main:574] : INFO : Epoch 1712 | loss: 0.0311302 | val_loss: 0.0311353 | Time: 1113.73 ms [2022-04-19 12:32:43 main:574] : INFO : Epoch 1713 | loss: 0.0311274 | val_loss: 0.0311352 | Time: 1117.48 ms [2022-04-19 12:32:45 main:574] : INFO : Epoch 1714 | loss: 0.0311291 | val_loss: 0.0311382 | Time: 1115.99 ms [2022-04-19 12:32:46 main:574] : INFO : Epoch 1715 | loss: 0.0311288 | val_loss: 0.0311322 | Time: 1112.73 ms [2022-04-19 12:32:47 main:574] : INFO : Epoch 1716 | loss: 0.0311267 | val_loss: 0.0311332 | Time: 1110.65 ms [2022-04-19 12:32:48 main:574] : INFO : Epoch 1717 | loss: 0.0311227 | val_loss: 0.031134 | Time: 1112.67 ms [2022-04-19 12:32:49 main:574] : INFO : Epoch 1718 | loss: 0.0311212 | val_loss: 0.0311382 | Time: 1110.35 ms [2022-04-19 12:32:51 main:574] : INFO : Epoch 1719 | loss: 0.0311222 | val_loss: 0.0311334 | Time: 1117.73 ms [2022-04-19 12:32:52 main:574] : INFO : Epoch 1720 | loss: 0.0311224 | val_loss: 0.0311352 | Time: 1115.77 ms [2022-04-19 12:32:53 main:574] : INFO : Epoch 1721 | loss: 0.0311208 | val_loss: 0.0311318 | Time: 1117.85 ms [2022-04-19 12:32:54 main:574] : INFO : Epoch 1722 | loss: 0.0311195 | val_loss: 0.0311333 | Time: 1119.91 ms [2022-04-19 12:32:55 main:574] : INFO : Epoch 1723 | loss: 0.0311205 | val_loss: 0.0311317 | Time: 1117.93 ms [2022-04-19 12:32:56 main:574] : INFO : Epoch 1724 | loss: 0.0311193 | val_loss: 0.0311306 | Time: 1114.64 ms [2022-04-19 12:32:58 main:574] : INFO : Epoch 1725 | loss: 0.0311198 | val_loss: 0.0311352 | Time: 1117.99 ms [2022-04-19 12:32:59 main:574] : INFO : Epoch 1726 | loss: 0.0311229 | val_loss: 0.0311316 | Time: 1114.76 ms [2022-04-19 12:33:00 main:574] : INFO : Epoch 1727 | loss: 0.0311212 | val_loss: 0.0311337 | Time: 1119.33 ms [2022-04-19 12:33:01 main:574] : INFO : Epoch 1728 | loss: 0.0311227 | val_loss: 0.0311309 | Time: 1114.75 ms [2022-04-19 12:33:02 main:574] : INFO : Epoch 1729 | loss: 0.0311185 | val_loss: 0.0311348 | Time: 1118.71 ms [2022-04-19 12:33:04 main:574] : INFO : Epoch 1730 | loss: 0.03112 | val_loss: 0.0311325 | Time: 1114.3 ms [2022-04-19 12:33:05 main:574] : INFO : Epoch 1731 | loss: 0.0311172 | val_loss: 0.0311298 | Time: 1117.46 ms [2022-04-19 12:33:06 main:574] : INFO : Epoch 1732 | loss: 0.0311171 | val_loss: 0.031135 | Time: 1118.73 ms [2022-04-19 12:33:07 main:574] : INFO : Epoch 1733 | loss: 0.0311206 | val_loss: 0.031134 | Time: 1113.24 ms [2022-04-19 12:33:08 main:574] : INFO : Epoch 1734 | loss: 0.0311173 | val_loss: 0.0311316 | Time: 1114.02 ms [2022-04-19 12:33:10 main:574] : INFO : Epoch 1735 | loss: 0.031116 | val_loss: 0.0311299 | Time: 1117.47 ms [2022-04-19 12:33:11 main:574] : INFO : Epoch 1736 | loss: 0.0311158 | val_loss: 0.0311314 | Time: 1117.92 ms [2022-04-19 12:33:12 main:574] : INFO : Epoch 1737 | loss: 0.0311242 | val_loss: 0.0311613 | Time: 1119.22 ms [2022-04-19 12:33:13 main:574] : INFO : Epoch 1738 | loss: 0.0311278 | val_loss: 0.0311346 | Time: 1116.31 ms [2022-04-19 12:33:14 main:574] : INFO : Epoch 1739 | loss: 0.0311226 | val_loss: 0.0311368 | Time: 1116.5 ms [2022-04-19 12:33:16 main:574] : INFO : Epoch 1740 | loss: 0.0311194 | val_loss: 0.0311322 | Time: 1116.53 ms [2022-04-19 12:33:17 main:574] : INFO : Epoch 1741 | loss: 0.0311165 | val_loss: 0.0311369 | Time: 1118.48 ms [2022-04-19 12:33:18 main:574] : INFO : Epoch 1742 | loss: 0.0311145 | val_loss: 0.0311314 | Time: 1115.54 ms [2022-04-19 12:33:19 main:574] : INFO : Epoch 1743 | loss: 0.0311151 | val_loss: 0.0311342 | Time: 1118.13 ms [2022-04-19 12:33:21 main:574] : INFO : Epoch 1744 | loss: 0.0311169 | val_loss: 0.0311334 | Time: 1113.17 ms [2022-04-19 12:33:22 main:574] : INFO : Epoch 1745 | loss: 0.0311147 | val_loss: 0.0311313 | Time: 1115.06 ms [2022-04-19 12:33:23 main:574] : INFO : Epoch 1746 | loss: 0.0311174 | val_loss: 0.0311293 | Time: 1114.13 ms [2022-04-19 12:33:24 main:574] : INFO : Epoch 1747 | loss: 0.03112 | val_loss: 0.0311301 | Time: 1115.7 ms [2022-04-19 12:33:25 main:574] : INFO : Epoch 1748 | loss: 0.0311184 | val_loss: 0.0311334 | Time: 1113.48 ms [2022-04-19 12:33:26 main:574] : INFO : Epoch 1749 | loss: 0.031118 | val_loss: 0.0311321 | Time: 1116.95 ms [2022-04-19 12:33:28 main:574] : INFO : Epoch 1750 | loss: 0.0311188 | val_loss: 0.0311406 | Time: 1113.05 ms [2022-04-19 12:33:29 main:574] : INFO : Epoch 1751 | loss: 0.0311223 | val_loss: 0.0311425 | Time: 1116.52 ms [2022-04-19 12:33:30 main:574] : INFO : Epoch 1752 | loss: 0.0311215 | val_loss: 0.0311316 | Time: 1122.13 ms [2022-04-19 12:33:31 main:574] : INFO : Epoch 1753 | loss: 0.0311195 | val_loss: 0.0311309 | Time: 1117.1 ms [2022-04-19 12:33:32 main:574] : INFO : Epoch 1754 | loss: 0.0311156 | val_loss: 0.0311305 | Time: 1113.33 ms [2022-04-19 12:33:34 main:574] : INFO : Epoch 1755 | loss: 0.0311176 | val_loss: 0.0311305 | Time: 1115.43 ms [2022-04-19 12:33:35 main:574] : INFO : Epoch 1756 | loss: 0.031116 | val_loss: 0.0311336 | Time: 1115.05 ms [2022-04-19 12:33:36 main:574] : INFO : Epoch 1757 | loss: 0.031115 | val_loss: 0.0311323 | Time: 1118.34 ms [2022-04-19 12:33:37 main:574] : INFO : Epoch 1758 | loss: 0.0311168 | val_loss: 0.031139 | Time: 1122.04 ms [2022-04-19 12:33:39 main:574] : INFO : Epoch 1759 | loss: 0.0311134 | val_loss: 0.0311325 | Time: 1116.54 ms [2022-04-19 12:33:40 main:574] : INFO : Epoch 1760 | loss: 0.0311126 | val_loss: 0.0311322 | Time: 1115.37 ms [2022-04-19 12:33:41 main:574] : INFO : Epoch 1761 | loss: 0.0311136 | val_loss: 0.0311291 | Time: 1115.27 ms [2022-04-19 12:33:42 main:574] : INFO : Epoch 1762 | loss: 0.0311147 | val_loss: 0.03113 | Time: 1118.03 ms [2022-04-19 12:33:43 main:574] : INFO : Epoch 1763 | loss: 0.0311142 | val_loss: 0.0311363 | Time: 1116.84 ms [2022-04-19 12:33:45 main:574] : INFO : Epoch 1764 | loss: 0.0311159 | val_loss: 0.0311321 | Time: 1114.77 ms [2022-04-19 12:33:46 main:574] : INFO : Epoch 1765 | loss: 0.0311144 | val_loss: 0.0311313 | Time: 1116.99 ms [2022-04-19 12:33:47 main:574] : INFO : Epoch 1766 | loss: 0.0311141 | val_loss: 0.0311302 | Time: 1115.66 ms [2022-04-19 12:33:48 main:574] : INFO : Epoch 1767 | loss: 0.031117 | val_loss: 0.0311283 | Time: 1114.31 ms [2022-04-19 12:33:49 main:574] : INFO : Epoch 1768 | loss: 0.0311163 | val_loss: 0.0311312 | Time: 1115.29 ms [2022-04-19 12:33:51 main:574] : INFO : Epoch 1769 | loss: 0.0311167 | val_loss: 0.0311309 | Time: 1114.79 ms [2022-04-19 12:33:52 main:574] : INFO : Epoch 1770 | loss: 0.0311159 | val_loss: 0.0311336 | Time: 1118.94 ms [2022-04-19 12:33:53 main:574] : INFO : Epoch 1771 | loss: 0.0311141 | val_loss: 0.0311299 | Time: 1111.25 ms [2022-04-19 12:33:54 main:574] : INFO : Epoch 1772 | loss: 0.0311148 | val_loss: 0.0311357 | Time: 1114.44 ms [2022-04-19 12:33:55 main:574] : INFO : Epoch 1773 | loss: 0.0311168 | val_loss: 0.0311296 | Time: 1116.26 ms [2022-04-19 12:33:57 main:574] : INFO : Epoch 1774 | loss: 0.0311131 | val_loss: 0.0311319 | Time: 1116.41 ms [2022-04-19 12:33:58 main:574] : INFO : Epoch 1775 | loss: 0.0311162 | val_loss: 0.0311324 | Time: 1118.69 ms [2022-04-19 12:33:59 main:574] : INFO : Epoch 1776 | loss: 0.0311135 | val_loss: 0.0311286 | Time: 1116.4 ms [2022-04-19 12:34:00 main:574] : INFO : Epoch 1777 | loss: 0.0311153 | val_loss: 0.031129 | Time: 1119.19 ms [2022-04-19 12:34:01 main:574] : INFO : Epoch 1778 | loss: 0.0311142 | val_loss: 0.031133 | Time: 1115.2 ms [2022-04-19 12:34:03 main:574] : INFO : Epoch 1779 | loss: 0.031113 | val_loss: 0.0311317 | Time: 1115.41 ms [2022-04-19 12:34:04 main:574] : INFO : Epoch 1780 | loss: 0.0311136 | val_loss: 0.0311331 | Time: 1115.19 ms [2022-04-19 12:34:05 main:574] : INFO : Epoch 1781 | loss: 0.0311141 | val_loss: 0.031134 | Time: 1115.55 ms [2022-04-19 12:34:06 main:574] : INFO : Epoch 1782 | loss: 0.0311135 | val_loss: 0.03113 | Time: 1112.55 ms [2022-04-19 12:34:07 main:574] : INFO : Epoch 1783 | loss: 0.0311126 | val_loss: 0.031131 | Time: 1113.01 ms [2022-04-19 12:34:09 main:574] : INFO : Epoch 1784 | loss: 0.0311115 | val_loss: 0.0311323 | Time: 1115.46 ms [2022-04-19 12:34:10 main:574] : INFO : Epoch 1785 | loss: 0.0311199 | val_loss: 0.0311467 | Time: 1118.25 ms [2022-04-19 12:34:11 main:574] : INFO : Epoch 1786 | loss: 0.0311179 | val_loss: 0.0311348 | Time: 1114.74 ms [2022-04-19 12:34:12 main:574] : INFO : Epoch 1787 | loss: 0.0311164 | val_loss: 0.0311337 | Time: 1117.78 ms [2022-04-19 12:34:13 main:574] : INFO : Epoch 1788 | loss: 0.0311138 | val_loss: 0.0311344 | Time: 1117.21 ms [2022-04-19 12:34:15 main:574] : INFO : Epoch 1789 | loss: 0.0311104 | val_loss: 0.0311324 | Time: 1117.02 ms [2022-04-19 12:34:16 main:574] : INFO : Epoch 1790 | loss: 0.0311111 | val_loss: 0.0311408 | Time: 1116.26 ms [2022-04-19 12:34:17 main:574] : INFO : Epoch 1791 | loss: 0.0311136 | val_loss: 0.031131 | Time: 1114.25 ms [2022-04-19 12:34:18 main:574] : INFO : Epoch 1792 | loss: 0.0311117 | val_loss: 0.0311314 | Time: 1118.4 ms [2022-04-19 12:34:19 main:574] : INFO : Epoch 1793 | loss: 0.0311118 | val_loss: 0.0311332 | Time: 1119.18 ms [2022-04-19 12:34:21 main:574] : INFO : Epoch 1794 | loss: 0.0311105 | val_loss: 0.0311332 | Time: 1115.67 ms [2022-04-19 12:34:22 main:574] : INFO : Epoch 1795 | loss: 0.0311105 | val_loss: 0.0311328 | Time: 1115.65 ms [2022-04-19 12:34:23 main:574] : INFO : Epoch 1796 | loss: 0.0311104 | val_loss: 0.0311373 | Time: 1117.34 ms [2022-04-19 12:34:24 main:574] : INFO : Epoch 1797 | loss: 0.0311127 | val_loss: 0.0311339 | Time: 1117.45 ms [2022-04-19 12:34:25 main:574] : INFO : Epoch 1798 | loss: 0.0311129 | val_loss: 0.0311406 | Time: 1116.45 ms [2022-04-19 12:34:26 main:574] : INFO : Epoch 1799 | loss: 0.0311125 | val_loss: 0.0311387 | Time: 1114.54 ms [2022-04-19 12:34:28 main:574] : INFO : Epoch 1800 | loss: 0.0311138 | val_loss: 0.0311406 | Time: 1114.29 ms [2022-04-19 12:34:29 main:574] : INFO : Epoch 1801 | loss: 0.0311114 | val_loss: 0.0311333 | Time: 1112.78 ms [2022-04-19 12:34:30 main:574] : INFO : Epoch 1802 | loss: 0.0311127 | val_loss: 0.0311321 | Time: 1118.51 ms [2022-04-19 12:34:31 main:574] : INFO : Epoch 1803 | loss: 0.0311136 | val_loss: 0.0311334 | Time: 1117.39 ms [2022-04-19 12:34:33 main:574] : INFO : Epoch 1804 | loss: 0.031111 | val_loss: 0.0311318 | Time: 1114.9 ms [2022-04-19 12:34:34 main:574] : INFO : Epoch 1805 | loss: 0.0311139 | val_loss: 0.0311343 | Time: 1114.13 ms [2022-04-19 12:34:35 main:574] : INFO : Epoch 1806 | loss: 0.0311122 | val_loss: 0.0311335 | Time: 1115.38 ms [2022-04-19 12:34:36 main:574] : INFO : Epoch 1807 | loss: 0.0311123 | val_loss: 0.0311337 | Time: 1116.38 ms [2022-04-19 12:34:37 main:574] : INFO : Epoch 1808 | loss: 0.031112 | val_loss: 0.0311308 | Time: 1114.86 ms [2022-04-19 12:34:38 main:574] : INFO : Epoch 1809 | loss: 0.0311125 | val_loss: 0.0311285 | Time: 1115.33 ms [2022-04-19 12:34:40 main:574] : INFO : Epoch 1810 | loss: 0.0311111 | val_loss: 0.0311309 | Time: 1117.89 ms [2022-04-19 12:34:41 main:574] : INFO : Epoch 1811 | loss: 0.0311116 | val_loss: 0.0311311 | Time: 1117.09 ms [2022-04-19 12:34:42 main:574] : INFO : Epoch 1812 | loss: 0.0311102 | val_loss: 0.0311315 | Time: 1114.87 ms [2022-04-19 12:34:43 main:574] : INFO : Epoch 1813 | loss: 0.0311094 | val_loss: 0.0311308 | Time: 1116.93 ms [2022-04-19 12:34:44 main:574] : INFO : Epoch 1814 | loss: 0.0311107 | val_loss: 0.0311334 | Time: 1114.78 ms [2022-04-19 12:34:46 main:574] : INFO : Epoch 1815 | loss: 0.031111 | val_loss: 0.0311369 | Time: 1111.77 ms [2022-04-19 12:34:47 main:574] : INFO : Epoch 1816 | loss: 0.0311116 | val_loss: 0.0311332 | Time: 1113.73 ms [2022-04-19 12:34:48 main:574] : INFO : Epoch 1817 | loss: 0.0311085 | val_loss: 0.0311325 | Time: 1116.32 ms [2022-04-19 12:34:49 main:574] : INFO : Epoch 1818 | loss: 0.031118 | val_loss: 0.031133 | Time: 1115.1 ms [2022-04-19 12:34:50 main:574] : INFO : Epoch 1819 | loss: 0.0311141 | val_loss: 0.0311286 | Time: 1116.82 ms [2022-04-19 12:34:52 main:574] : INFO : Epoch 1820 | loss: 0.0311149 | val_loss: 0.0311302 | Time: 1119.26 ms [2022-04-19 12:34:53 main:574] : INFO : Epoch 1821 | loss: 0.0311188 | val_loss: 0.0311362 | Time: 1118.43 ms [2022-04-19 12:34:54 main:574] : INFO : Epoch 1822 | loss: 0.031119 | val_loss: 0.0311301 | Time: 1117.31 ms [2022-04-19 12:34:55 main:574] : INFO : Epoch 1823 | loss: 0.0311142 | val_loss: 0.03113 | Time: 1115.34 ms [2022-04-19 12:34:56 main:574] : INFO : Epoch 1824 | loss: 0.0311132 | val_loss: 0.0311311 | Time: 1116.87 ms [2022-04-19 12:34:58 main:574] : INFO : Epoch 1825 | loss: 0.0311143 | val_loss: 0.0311294 | Time: 1113.27 ms [2022-04-19 12:34:59 main:574] : INFO : Epoch 1826 | loss: 0.0311143 | val_loss: 0.0311272 | Time: 1114.4 ms [2022-04-19 12:35:00 main:574] : INFO : Epoch 1827 | loss: 0.0311181 | val_loss: 0.0311346 | Time: 1121.35 ms [2022-04-19 12:35:01 main:574] : INFO : Epoch 1828 | loss: 0.0311153 | val_loss: 0.0311339 | Time: 1113.23 ms [2022-04-19 12:35:02 main:574] : INFO : Epoch 1829 | loss: 0.0311138 | val_loss: 0.03113 | Time: 1113.26 ms [2022-04-19 12:35:04 main:574] : INFO : Epoch 1830 | loss: 0.0311124 | val_loss: 0.0311307 | Time: 1116.97 ms [2022-04-19 12:35:05 main:574] : INFO : Epoch 1831 | loss: 0.0311117 | val_loss: 0.0311301 | Time: 1116.59 ms [2022-04-19 12:35:06 main:574] : INFO : Epoch 1832 | loss: 0.031113 | val_loss: 0.0311339 | Time: 1113.44 ms [2022-04-19 12:35:07 main:574] : INFO : Epoch 1833 | loss: 0.0311102 | val_loss: 0.0311285 | Time: 1112.05 ms [2022-04-19 12:35:08 main:574] : INFO : Epoch 1834 | loss: 0.0311138 | val_loss: 0.0311289 | Time: 1114.38 ms [2022-04-19 12:35:10 main:574] : INFO : Epoch 1835 | loss: 0.0311136 | val_loss: 0.0311285 | Time: 1116.26 ms [2022-04-19 12:35:11 main:574] : INFO : Epoch 1836 | loss: 0.0311111 | val_loss: 0.0311302 | Time: 1113.98 ms [2022-04-19 12:35:12 main:574] : INFO : Epoch 1837 | loss: 0.0311126 | val_loss: 0.0311299 | Time: 1114.09 ms [2022-04-19 12:35:13 main:574] : INFO : Epoch 1838 | loss: 0.0311122 | val_loss: 0.0311339 | Time: 1114.42 ms [2022-04-19 12:35:14 main:574] : INFO : Epoch 1839 | loss: 0.0311118 | val_loss: 0.0311284 | Time: 1118.2 ms [2022-04-19 12:35:16 main:574] : INFO : Epoch 1840 | loss: 0.0311114 | val_loss: 0.031136 | Time: 1117.76 ms [2022-04-19 12:35:17 main:574] : INFO : Epoch 1841 | loss: 0.0311144 | val_loss: 0.0311411 | Time: 1117.36 ms [2022-04-19 12:35:18 main:574] : INFO : Epoch 1842 | loss: 0.0311193 | val_loss: 0.0311324 | Time: 1113.69 ms [2022-04-19 12:35:19 main:574] : INFO : Epoch 1843 | loss: 0.0311142 | val_loss: 0.0311311 | Time: 1113.6 ms [2022-04-19 12:35:20 main:574] : INFO : Epoch 1844 | loss: 0.0311154 | val_loss: 0.031128 | Time: 1114.29 ms [2022-04-19 12:35:22 main:574] : INFO : Epoch 1845 | loss: 0.0311138 | val_loss: 0.0311314 | Time: 1112.14 ms [2022-04-19 12:35:23 main:574] : INFO : Epoch 1846 | loss: 0.0311125 | val_loss: 0.0311309 | Time: 1113.45 ms [2022-04-19 12:35:24 main:574] : INFO : Epoch 1847 | loss: 0.0311118 | val_loss: 0.0311326 | Time: 1114.6 ms [2022-04-19 12:35:25 main:574] : INFO : Epoch 1848 | loss: 0.0311174 | val_loss: 0.031138 | Time: 1115.29 ms [2022-04-19 12:35:26 main:574] : INFO : Epoch 1849 | loss: 0.0311184 | val_loss: 0.0311348 | Time: 1113.17 ms [2022-04-19 12:35:28 main:574] : INFO : Epoch 1850 | loss: 0.0311177 | val_loss: 0.0311388 | Time: 1114.65 ms [2022-04-19 12:35:29 main:574] : INFO : Epoch 1851 | loss: 0.0311164 | val_loss: 0.0311318 | Time: 1115.21 ms [2022-04-19 12:35:30 main:574] : INFO : Epoch 1852 | loss: 0.0311164 | val_loss: 0.0311428 | Time: 1120.4 ms [2022-04-19 12:35:31 main:574] : INFO : Epoch 1853 | loss: 0.0311166 | val_loss: 0.031132 | Time: 1115.11 ms [2022-04-19 12:35:33 main:574] : INFO : Epoch 1854 | loss: 0.031121 | val_loss: 0.0311369 | Time: 1115.38 ms [2022-04-19 12:35:34 main:574] : INFO : Epoch 1855 | loss: 0.0311218 | val_loss: 0.0311362 | Time: 1111.49 ms [2022-04-19 12:35:35 main:574] : INFO : Epoch 1856 | loss: 0.0311179 | val_loss: 0.0311343 | Time: 1113.15 ms [2022-04-19 12:35:36 main:574] : INFO : Epoch 1857 | loss: 0.0311187 | val_loss: 0.0311499 | Time: 1113.78 ms [2022-04-19 12:35:37 main:574] : INFO : Epoch 1858 | loss: 0.031125 | val_loss: 0.0311411 | Time: 1115.01 ms [2022-04-19 12:35:38 main:574] : INFO : Epoch 1859 | loss: 0.0311207 | val_loss: 0.0311395 | Time: 1115.47 ms [2022-04-19 12:35:40 main:574] : INFO : Epoch 1860 | loss: 0.0311206 | val_loss: 0.0311292 | Time: 1110.9 ms [2022-04-19 12:35:41 main:574] : INFO : Epoch 1861 | loss: 0.031116 | val_loss: 0.0311319 | Time: 1113.03 ms [2022-04-19 12:35:42 main:574] : INFO : Epoch 1862 | loss: 0.0311144 | val_loss: 0.0311353 | Time: 1114.54 ms [2022-04-19 12:35:43 main:574] : INFO : Epoch 1863 | loss: 0.031115 | val_loss: 0.0311342 | Time: 1114.47 ms [2022-04-19 12:35:44 main:574] : INFO : Epoch 1864 | loss: 0.0311149 | val_loss: 0.0311284 | Time: 1115 ms [2022-04-19 12:35:46 main:574] : INFO : Epoch 1865 | loss: 0.0311132 | val_loss: 0.0311326 | Time: 1114.36 ms [2022-04-19 12:35:47 main:574] : INFO : Epoch 1866 | loss: 0.0311123 | val_loss: 0.0311349 | Time: 1116.47 ms [2022-04-19 12:35:48 main:574] : INFO : Epoch 1867 | loss: 0.0311122 | val_loss: 0.0311311 | Time: 1117.01 ms [2022-04-19 12:35:49 main:574] : INFO : Epoch 1868 | loss: 0.0311121 | val_loss: 0.0311315 | Time: 1116.5 ms [2022-04-19 12:35:50 main:574] : INFO : Epoch 1869 | loss: 0.0311134 | val_loss: 0.0311379 | Time: 1115.38 ms [2022-04-19 12:35:52 main:574] : INFO : Epoch 1870 | loss: 0.0311138 | val_loss: 0.0311311 | Time: 1114.14 ms [2022-04-19 12:35:53 main:574] : INFO : Epoch 1871 | loss: 0.0311109 | val_loss: 0.0311328 | Time: 1115.52 ms [2022-04-19 12:35:54 main:574] : INFO : Epoch 1872 | loss: 0.0311126 | val_loss: 0.0311318 | Time: 1112.76 ms [2022-04-19 12:35:55 main:574] : INFO : Epoch 1873 | loss: 0.0311115 | val_loss: 0.0311321 | Time: 1116.19 ms [2022-04-19 12:35:56 main:574] : INFO : Epoch 1874 | loss: 0.0311126 | val_loss: 0.0311316 | Time: 1115.59 ms [2022-04-19 12:35:57 main:574] : INFO : Epoch 1875 | loss: 0.0311129 | val_loss: 0.0311337 | Time: 1115.11 ms [2022-04-19 12:35:59 main:574] : INFO : Epoch 1876 | loss: 0.0311106 | val_loss: 0.0311332 | Time: 1115.37 ms [2022-04-19 12:36:00 main:574] : INFO : Epoch 1877 | loss: 0.0311104 | val_loss: 0.0311325 | Time: 1118.5 ms [2022-04-19 12:36:01 main:574] : INFO : Epoch 1878 | loss: 0.0311128 | val_loss: 0.0311361 | Time: 1116.69 ms [2022-04-19 12:36:02 main:574] : INFO : Epoch 1879 | loss: 0.0311096 | val_loss: 0.0311317 | Time: 1117.19 ms [2022-04-19 12:36:03 main:574] : INFO : Epoch 1880 | loss: 0.0311101 | val_loss: 0.0311365 | Time: 1113.57 ms [2022-04-19 12:36:05 main:574] : INFO : Epoch 1881 | loss: 0.0311104 | val_loss: 0.0311298 | Time: 1114.86 ms [2022-04-19 12:36:06 main:574] : INFO : Epoch 1882 | loss: 0.0311087 | val_loss: 0.0311356 | Time: 1115.2 ms [2022-04-19 12:36:07 main:574] : INFO : Epoch 1883 | loss: 0.0311113 | val_loss: 0.0311383 | Time: 1114.53 ms [2022-04-19 12:36:08 main:574] : INFO : Epoch 1884 | loss: 0.0311114 | val_loss: 0.0311329 | Time: 1113.06 ms [2022-04-19 12:36:09 main:574] : INFO : Epoch 1885 | loss: 0.0311101 | val_loss: 0.0311303 | Time: 1115.96 ms [2022-04-19 12:36:11 main:574] : INFO : Epoch 1886 | loss: 0.0311087 | val_loss: 0.0311351 | Time: 1117.19 ms [2022-04-19 12:36:12 main:574] : INFO : Epoch 1887 | loss: 0.0311103 | val_loss: 0.0311355 | Time: 1113.78 ms [2022-04-19 12:36:13 main:574] : INFO : Epoch 1888 | loss: 0.031107 | val_loss: 0.0311365 | Time: 1114.21 ms [2022-04-19 12:36:14 main:574] : INFO : Epoch 1889 | loss: 0.0311109 | val_loss: 0.03113 | Time: 1117.41 ms [2022-04-19 12:36:15 main:574] : INFO : Epoch 1890 | loss: 0.0311081 | val_loss: 0.0311337 | Time: 1117.7 ms [2022-04-19 12:36:17 main:574] : INFO : Epoch 1891 | loss: 0.0311099 | val_loss: 0.0311372 | Time: 1112.41 ms [2022-04-19 12:36:18 main:574] : INFO : Epoch 1892 | loss: 0.0311094 | val_loss: 0.0311307 | Time: 1117 ms [2022-04-19 12:36:19 main:574] : INFO : Epoch 1893 | loss: 0.0311097 | val_loss: 0.0311327 | Time: 1111.48 ms [2022-04-19 12:36:20 main:574] : INFO : Epoch 1894 | loss: 0.0311109 | val_loss: 0.0311381 | Time: 1115.46 ms [2022-04-19 12:36:21 main:574] : INFO : Epoch 1895 | loss: 0.0311185 | val_loss: 0.0311337 | Time: 1116.9 ms [2022-04-19 12:36:22 main:574] : INFO : Epoch 1896 | loss: 0.0311159 | val_loss: 0.0311327 | Time: 1113.26 ms [2022-04-19 12:36:24 main:574] : INFO : Epoch 1897 | loss: 0.0311135 | val_loss: 0.0311367 | Time: 1115.8 ms [2022-04-19 12:36:25 main:574] : INFO : Epoch 1898 | loss: 0.0311092 | val_loss: 0.0311334 | Time: 1113.45 ms [2022-04-19 12:36:26 main:574] : INFO : Epoch 1899 | loss: 0.0311099 | val_loss: 0.0311335 | Time: 1114.96 ms [2022-04-19 12:36:27 main:574] : INFO : Epoch 1900 | loss: 0.0311091 | val_loss: 0.031132 | Time: 1115.52 ms [2022-04-19 12:36:28 main:574] : INFO : Epoch 1901 | loss: 0.0311088 | val_loss: 0.0311339 | Time: 1114.05 ms [2022-04-19 12:36:30 main:574] : INFO : Epoch 1902 | loss: 0.0311075 | val_loss: 0.0311376 | Time: 1120.67 ms [2022-04-19 12:36:31 main:574] : INFO : Epoch 1903 | loss: 0.0311102 | val_loss: 0.0311314 | Time: 1118.5 ms [2022-04-19 12:36:32 main:574] : INFO : Epoch 1904 | loss: 0.0311067 | val_loss: 0.0311354 | Time: 1115.23 ms [2022-04-19 12:36:33 main:574] : INFO : Epoch 1905 | loss: 0.0311103 | val_loss: 0.0311325 | Time: 1117.52 ms [2022-04-19 12:36:34 main:574] : INFO : Epoch 1906 | loss: 0.0311105 | val_loss: 0.0311333 | Time: 1116.83 ms [2022-04-19 12:36:36 main:574] : INFO : Epoch 1907 | loss: 0.0311139 | val_loss: 0.0311336 | Time: 1116.98 ms [2022-04-19 12:36:37 main:574] : INFO : Epoch 1908 | loss: 0.0311075 | val_loss: 0.0311347 | Time: 1114.99 ms [2022-04-19 12:36:38 main:574] : INFO : Epoch 1909 | loss: 0.0311121 | val_loss: 0.0311368 | Time: 1116.68 ms [2022-04-19 12:36:39 main:574] : INFO : Epoch 1910 | loss: 0.0311202 | val_loss: 0.0311367 | Time: 1115.36 ms [2022-04-19 12:36:41 main:574] : INFO : Epoch 1911 | loss: 0.0311145 | val_loss: 0.0311324 | Time: 1116.73 ms [2022-04-19 12:36:42 main:574] : INFO : Epoch 1912 | loss: 0.031115 | val_loss: 0.0311317 | Time: 1115.49 ms [2022-04-19 12:36:43 main:574] : INFO : Epoch 1913 | loss: 0.031114 | val_loss: 0.0311318 | Time: 1115.3 ms [2022-04-19 12:36:44 main:574] : INFO : Epoch 1914 | loss: 0.0311095 | val_loss: 0.0311342 | Time: 1114.72 ms [2022-04-19 12:36:45 main:574] : INFO : Epoch 1915 | loss: 0.0311088 | val_loss: 0.0311362 | Time: 1116.81 ms [2022-04-19 12:36:47 main:574] : INFO : Epoch 1916 | loss: 0.0311108 | val_loss: 0.0311385 | Time: 1114.51 ms [2022-04-19 12:36:48 main:574] : INFO : Epoch 1917 | loss: 0.0311139 | val_loss: 0.0311377 | Time: 1113.47 ms [2022-04-19 12:36:49 main:574] : INFO : Epoch 1918 | loss: 0.0311104 | val_loss: 0.0311304 | Time: 1120.03 ms [2022-04-19 12:36:50 main:574] : INFO : Epoch 1919 | loss: 0.0311104 | val_loss: 0.0311325 | Time: 1116.78 ms [2022-04-19 12:36:51 main:574] : INFO : Epoch 1920 | loss: 0.0311092 | val_loss: 0.0311403 | Time: 1114.88 ms [2022-04-19 12:36:53 main:574] : INFO : Epoch 1921 | loss: 0.0311093 | val_loss: 0.0311307 | Time: 1113.28 ms [2022-04-19 12:36:54 main:574] : INFO : Epoch 1922 | loss: 0.0311096 | val_loss: 0.0311383 | Time: 1116.71 ms [2022-04-19 12:36:55 main:574] : INFO : Epoch 1923 | loss: 0.0311129 | val_loss: 0.0311358 | Time: 1113.22 ms [2022-04-19 12:36:56 main:574] : INFO : Epoch 1924 | loss: 0.0311097 | val_loss: 0.0311331 | Time: 1115.45 ms [2022-04-19 12:36:57 main:574] : INFO : Epoch 1925 | loss: 0.0311096 | val_loss: 0.0311422 | Time: 1114.81 ms [2022-04-19 12:36:59 main:574] : INFO : Epoch 1926 | loss: 0.031117 | val_loss: 0.0311386 | Time: 1111.92 ms [2022-04-19 12:37:00 main:574] : INFO : Epoch 1927 | loss: 0.0311099 | val_loss: 0.031138 | Time: 1117.37 ms [2022-04-19 12:37:01 main:574] : INFO : Epoch 1928 | loss: 0.0311122 | val_loss: 0.0311355 | Time: 1114.34 ms [2022-04-19 12:37:02 main:574] : INFO : Epoch 1929 | loss: 0.0311118 | val_loss: 0.0311353 | Time: 1112.89 ms [2022-04-19 12:37:03 main:574] : INFO : Epoch 1930 | loss: 0.0311147 | val_loss: 0.0311486 | Time: 1116.13 ms [2022-04-19 12:37:05 main:574] : INFO : Epoch 1931 | loss: 0.0311397 | val_loss: 0.0311469 | Time: 1116.3 ms [2022-04-19 12:37:06 main:574] : INFO : Epoch 1932 | loss: 0.0311373 | val_loss: 0.0311475 | Time: 1113.99 ms [2022-04-19 12:37:07 main:574] : INFO : Epoch 1933 | loss: 0.0311328 | val_loss: 0.0311461 | Time: 1114.9 ms [2022-04-19 12:37:08 main:574] : INFO : Epoch 1934 | loss: 0.0311296 | val_loss: 0.031144 | Time: 1111.48 ms [2022-04-19 12:37:10 main:574] : INFO : Epoch 1935 | loss: 0.031128 | val_loss: 0.0311421 | Time: 1116.35 ms [2022-04-19 12:37:11 main:574] : INFO : Epoch 1936 | loss: 0.0311267 | val_loss: 0.0311432 | Time: 1114.56 ms [2022-04-19 12:37:12 main:574] : INFO : Epoch 1937 | loss: 0.0311262 | val_loss: 0.0311399 | Time: 1114.73 ms [2022-04-19 12:37:13 main:574] : INFO : Epoch 1938 | loss: 0.0311235 | val_loss: 0.0311393 | Time: 1114.87 ms [2022-04-19 12:37:14 main:574] : INFO : Epoch 1939 | loss: 0.0311217 | val_loss: 0.0311375 | Time: 1110.6 ms [2022-04-19 12:37:15 main:574] : INFO : Epoch 1940 | loss: 0.031122 | val_loss: 0.0311364 | Time: 1114.94 ms [2022-04-19 12:37:17 main:574] : INFO : Epoch 1941 | loss: 0.0311199 | val_loss: 0.0311394 | Time: 1117.04 ms [2022-04-19 12:37:18 main:574] : INFO : Epoch 1942 | loss: 0.0311256 | val_loss: 0.0311442 | Time: 1116.51 ms [2022-04-19 12:37:19 main:574] : INFO : Epoch 1943 | loss: 0.0311201 | val_loss: 0.0311403 | Time: 1118.34 ms [2022-04-19 12:37:20 main:574] : INFO : Epoch 1944 | loss: 0.0311176 | val_loss: 0.0311435 | Time: 1118.33 ms [2022-04-19 12:37:22 main:574] : INFO : Epoch 1945 | loss: 0.0311309 | val_loss: 0.0311684 | Time: 1116.88 ms [2022-04-19 12:37:23 main:574] : INFO : Epoch 1946 | loss: 0.0351843 | val_loss: 0.033575 | Time: 1116.8 ms [2022-04-19 12:37:24 main:574] : INFO : Epoch 1947 | loss: 0.0328888 | val_loss: 0.0315582 | Time: 1117.87 ms [2022-04-19 12:37:25 main:574] : INFO : Epoch 1948 | loss: 0.0314135 | val_loss: 0.0313067 | Time: 1113.99 ms [2022-04-19 12:37:26 main:574] : INFO : Epoch 1949 | loss: 0.0312709 | val_loss: 0.031248 | Time: 1115.38 ms [2022-04-19 12:37:27 main:574] : INFO : Epoch 1950 | loss: 0.0312391 | val_loss: 0.0312366 | Time: 1117.51 ms [2022-04-19 12:37:29 main:574] : INFO : Epoch 1951 | loss: 0.0312241 | val_loss: 0.0312251 | Time: 1113.81 ms [2022-04-19 12:37:30 main:574] : INFO : Epoch 1952 | loss: 0.0312087 | val_loss: 0.0312005 | Time: 1113.69 ms [2022-04-19 12:37:31 main:574] : INFO : Epoch 1953 | loss: 0.0311951 | val_loss: 0.0311947 | Time: 1122.56 ms [2022-04-19 12:37:32 main:574] : INFO : Epoch 1954 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 1115.4 ms [2022-04-19 12:37:33 main:574] : INFO : Epoch 1955 | loss: 0.0311744 | val_loss: 0.0311665 | Time: 1116.08 ms [2022-04-19 12:37:35 main:574] : INFO : Epoch 1956 | loss: 0.0311611 | val_loss: 0.0311596 | Time: 1115.93 ms [2022-04-19 12:37:36 main:574] : INFO : Epoch 1957 | loss: 0.0311492 | val_loss: 0.0311467 | Time: 1115.51 ms [2022-04-19 12:37:37 main:574] : INFO : Epoch 1958 | loss: 0.0311446 | val_loss: 0.0311475 | Time: 1112.96 ms [2022-04-19 12:37:38 main:574] : INFO : Epoch 1959 | loss: 0.031142 | val_loss: 0.0311413 | Time: 1113.39 ms [2022-04-19 12:37:39 main:574] : INFO : Epoch 1960 | loss: 0.0311371 | val_loss: 0.0311405 | Time: 1116.28 ms [2022-04-19 12:37:41 main:574] : INFO : Epoch 1961 | loss: 0.0311341 | val_loss: 0.0311421 | Time: 1115.94 ms [2022-04-19 12:37:42 main:574] : INFO : Epoch 1962 | loss: 0.0311347 | val_loss: 0.031149 | Time: 1116.88 ms [2022-04-19 12:37:43 main:574] : INFO : Epoch 1963 | loss: 0.0311377 | val_loss: 0.0311417 | Time: 1114.19 ms [2022-04-19 12:37:44 main:574] : INFO : Epoch 1964 | loss: 0.0311292 | val_loss: 0.0311351 | Time: 1115.55 ms [2022-04-19 12:37:45 main:574] : INFO : Epoch 1965 | loss: 0.0311255 | val_loss: 0.0311348 | Time: 1115.74 ms [2022-04-19 12:37:47 main:574] : INFO : Epoch 1966 | loss: 0.0311278 | val_loss: 0.0311357 | Time: 1117.53 ms [2022-04-19 12:37:48 main:574] : INFO : Epoch 1967 | loss: 0.0311265 | val_loss: 0.0311361 | Time: 1117.87 ms [2022-04-19 12:37:49 main:574] : INFO : Epoch 1968 | loss: 0.0311225 | val_loss: 0.0311353 | Time: 1113.07 ms [2022-04-19 12:37:50 main:574] : INFO : Epoch 1969 | loss: 0.0311207 | val_loss: 0.0311363 | Time: 1116.64 ms [2022-04-19 12:37:52 main:574] : INFO : Epoch 1970 | loss: 0.0311193 | val_loss: 0.0311335 | Time: 1115.41 ms [2022-04-19 12:37:53 main:574] : INFO : Epoch 1971 | loss: 0.0311179 | val_loss: 0.0311337 | Time: 1115.18 ms [2022-04-19 12:37:54 main:574] : INFO : Epoch 1972 | loss: 0.0311175 | val_loss: 0.031134 | Time: 1114.29 ms [2022-04-19 12:37:55 main:574] : INFO : Epoch 1973 | loss: 0.0311162 | val_loss: 0.0311335 | Time: 1114.36 ms [2022-04-19 12:37:56 main:574] : INFO : Epoch 1974 | loss: 0.0311151 | val_loss: 0.0311334 | Time: 1115.66 ms [2022-04-19 12:37:58 main:574] : INFO : Epoch 1975 | loss: 0.0311143 | val_loss: 0.0311302 | Time: 1117.55 ms [2022-04-19 12:37:59 main:574] : INFO : Epoch 1976 | loss: 0.0311128 | val_loss: 0.0311317 | Time: 1115.67 ms [2022-04-19 12:38:00 main:574] : INFO : Epoch 1977 | loss: 0.0311128 | val_loss: 0.0311335 | Time: 1115.53 ms [2022-04-19 12:38:01 main:574] : INFO : Epoch 1978 | loss: 0.0311137 | val_loss: 0.0311348 | Time: 1114.82 ms [2022-04-19 12:38:02 main:574] : INFO : Epoch 1979 | loss: 0.0311128 | val_loss: 0.0311348 | Time: 1118 ms [2022-04-19 12:38:04 main:574] : INFO : Epoch 1980 | loss: 0.0311111 | val_loss: 0.0311335 | Time: 1116.01 ms [2022-04-19 12:38:05 main:574] : INFO : Epoch 1981 | loss: 0.0311099 | val_loss: 0.0311337 | Time: 1116.78 ms [2022-04-19 12:38:06 main:574] : INFO : Epoch 1982 | loss: 0.0311105 | val_loss: 0.0311324 | Time: 1115.76 ms [2022-04-19 12:38:07 main:574] : INFO : Epoch 1983 | loss: 0.031112 | val_loss: 0.0311335 | Time: 1118.88 ms [2022-04-19 12:38:08 main:574] : INFO : Epoch 1984 | loss: 0.0311116 | val_loss: 0.0311329 | Time: 1116.31 ms [2022-04-19 12:38:10 main:574] : INFO : Epoch 1985 | loss: 0.0311105 | val_loss: 0.0311328 | Time: 1118.18 ms [2022-04-19 12:38:11 main:574] : INFO : Epoch 1986 | loss: 0.0311075 | val_loss: 0.0311325 | Time: 1116.83 ms [2022-04-19 12:38:12 main:574] : INFO : Epoch 1987 | loss: 0.0311089 | val_loss: 0.0311343 | Time: 1122.45 ms [2022-04-19 12:38:13 main:574] : INFO : Epoch 1988 | loss: 0.03111 | val_loss: 0.0311344 | Time: 1115.14 ms [2022-04-19 12:38:15 main:574] : INFO : Epoch 1989 | loss: 0.0311116 | val_loss: 0.0311344 | Time: 1115.75 ms [2022-04-19 12:38:16 main:574] : INFO : Epoch 1990 | loss: 0.0311097 | val_loss: 0.0311332 | Time: 1117.04 ms [2022-04-19 12:38:17 main:574] : INFO : Epoch 1991 | loss: 0.0311089 | val_loss: 0.0311325 | Time: 1112.46 ms [2022-04-19 12:38:18 main:574] : INFO : Epoch 1992 | loss: 0.0311073 | val_loss: 0.0311318 | Time: 1115.7 ms [2022-04-19 12:38:19 main:574] : INFO : Epoch 1993 | loss: 0.0311083 | val_loss: 0.0311356 | Time: 1113.26 ms [2022-04-19 12:38:21 main:574] : INFO : Epoch 1994 | loss: 0.0311121 | val_loss: 0.0311353 | Time: 1115.46 ms [2022-04-19 12:38:22 main:574] : INFO : Epoch 1995 | loss: 0.031117 | val_loss: 0.0311358 | Time: 1115.08 ms [2022-04-19 12:38:23 main:574] : INFO : Epoch 1996 | loss: 0.0311143 | val_loss: 0.0311298 | Time: 1116.19 ms [2022-04-19 12:38:24 main:574] : INFO : Epoch 1997 | loss: 0.0311123 | val_loss: 0.0311315 | Time: 1117.05 ms [2022-04-19 12:38:25 main:574] : INFO : Epoch 1998 | loss: 0.0311104 | val_loss: 0.031129 | Time: 1116.83 ms [2022-04-19 12:38:27 main:574] : INFO : Epoch 1999 | loss: 0.0311102 | val_loss: 0.0311305 | Time: 1124.37 ms [2022-04-19 12:38:28 main:574] : INFO : Epoch 2000 | loss: 0.0311115 | val_loss: 0.03113 | Time: 1114.91 ms [2022-04-19 12:38:29 main:574] : INFO : Epoch 2001 | loss: 0.0311094 | val_loss: 0.0311358 | Time: 1117.72 ms [2022-04-19 12:38:30 main:574] : INFO : Epoch 2002 | loss: 0.0311141 | val_loss: 0.0311298 | Time: 1115.02 ms [2022-04-19 12:38:31 main:574] : INFO : Epoch 2003 | loss: 0.0311105 | val_loss: 0.0311325 | Time: 1114.82 ms [2022-04-19 12:38:33 main:574] : INFO : Epoch 2004 | loss: 0.0311113 | val_loss: 0.0311268 | Time: 1113.89 ms [2022-04-19 12:38:34 main:574] : INFO : Epoch 2005 | loss: 0.0311086 | val_loss: 0.0311317 | Time: 1114.78 ms [2022-04-19 12:38:35 main:574] : INFO : Epoch 2006 | loss: 0.0311102 | val_loss: 0.031132 | Time: 1118.12 ms [2022-04-19 12:38:36 main:574] : INFO : Epoch 2007 | loss: 0.0311112 | val_loss: 0.0311334 | Time: 1115.51 ms [2022-04-19 12:38:37 main:574] : INFO : Epoch 2008 | loss: 0.0311107 | val_loss: 0.0311298 | Time: 1122.76 ms [2022-04-19 12:38:39 main:574] : INFO : Epoch 2009 | loss: 0.0311091 | val_loss: 0.0311296 | Time: 1115.4 ms [2022-04-19 12:38:40 main:574] : INFO : Epoch 2010 | loss: 0.031113 | val_loss: 0.0311367 | Time: 1114.52 ms [2022-04-19 12:38:41 main:574] : INFO : Epoch 2011 | loss: 0.0311149 | val_loss: 0.031136 | Time: 1115.06 ms [2022-04-19 12:38:42 main:574] : INFO : Epoch 2012 | loss: 0.0311131 | val_loss: 0.0311294 | Time: 1115.7 ms [2022-04-19 12:38:43 main:574] : INFO : Epoch 2013 | loss: 0.0311129 | val_loss: 0.0311367 | Time: 1114.94 ms [2022-04-19 12:38:45 main:574] : INFO : Epoch 2014 | loss: 0.0311128 | val_loss: 0.0311326 | Time: 1116.34 ms [2022-04-19 12:38:46 main:574] : INFO : Epoch 2015 | loss: 0.0311124 | val_loss: 0.0311332 | Time: 1118.74 ms [2022-04-19 12:38:47 main:574] : INFO : Epoch 2016 | loss: 0.0311113 | val_loss: 0.0311311 | Time: 1115.69 ms [2022-04-19 12:38:48 main:574] : INFO : Epoch 2017 | loss: 0.0311116 | val_loss: 0.0311285 | Time: 1117.33 ms [2022-04-19 12:38:49 main:574] : INFO : Epoch 2018 | loss: 0.0311135 | val_loss: 0.0311334 | Time: 1114.9 ms [2022-04-19 12:38:51 main:574] : INFO : Epoch 2019 | loss: 0.0311125 | val_loss: 0.0311328 | Time: 1118.26 ms [2022-04-19 12:38:52 main:574] : INFO : Epoch 2020 | loss: 0.0311136 | val_loss: 0.0311331 | Time: 1114.68 ms [2022-04-19 12:38:53 main:574] : INFO : Epoch 2021 | loss: 0.0311123 | val_loss: 0.0311371 | Time: 1115.64 ms [2022-04-19 12:38:54 main:574] : INFO : Epoch 2022 | loss: 0.0311122 | val_loss: 0.0311318 | Time: 1115.71 ms [2022-04-19 12:38:56 main:574] : INFO : Epoch 2023 | loss: 0.0311199 | val_loss: 0.0311394 | Time: 1115.98 ms [2022-04-19 12:38:57 main:574] : INFO : Epoch 2024 | loss: 0.0311271 | val_loss: 0.0311413 | Time: 1114.03 ms [2022-04-19 12:38:58 main:574] : INFO : Epoch 2025 | loss: 0.0311297 | val_loss: 0.0311434 | Time: 1117.3 ms [2022-04-19 12:38:59 main:574] : INFO : Epoch 2026 | loss: 0.0311373 | val_loss: 0.0311477 | Time: 1117.51 ms [2022-04-19 12:39:00 main:574] : INFO : Epoch 2027 | loss: 0.031132 | val_loss: 0.0311391 | Time: 1121.74 ms [2022-04-19 12:39:01 main:574] : INFO : Epoch 2028 | loss: 0.0311281 | val_loss: 0.0311386 | Time: 1116.03 ms [2022-04-19 12:39:03 main:574] : INFO : Epoch 2029 | loss: 0.0311248 | val_loss: 0.0311371 | Time: 1117.48 ms [2022-04-19 12:39:04 main:574] : INFO : Epoch 2030 | loss: 0.0311215 | val_loss: 0.031136 | Time: 1115.14 ms [2022-04-19 12:39:05 main:574] : INFO : Epoch 2031 | loss: 0.0311245 | val_loss: 0.0311377 | Time: 1115.2 ms [2022-04-19 12:39:06 main:574] : INFO : Epoch 2032 | loss: 0.0311225 | val_loss: 0.0311341 | Time: 1116.93 ms [2022-04-19 12:39:07 main:574] : INFO : Epoch 2033 | loss: 0.0311201 | val_loss: 0.0311327 | Time: 1115.97 ms [2022-04-19 12:39:09 main:574] : INFO : Epoch 2034 | loss: 0.0311193 | val_loss: 0.0311341 | Time: 1114.23 ms [2022-04-19 12:39:10 main:574] : INFO : Epoch 2035 | loss: 0.0311176 | val_loss: 0.0311324 | Time: 1117.48 ms [2022-04-19 12:39:11 main:574] : INFO : Epoch 2036 | loss: 0.0311156 | val_loss: 0.0311347 | Time: 1113.41 ms [2022-04-19 12:39:12 main:574] : INFO : Epoch 2037 | loss: 0.0311196 | val_loss: 0.0311375 | Time: 1113.74 ms [2022-04-19 12:39:14 main:574] : INFO : Epoch 2038 | loss: 0.031119 | val_loss: 0.0311324 | Time: 1113.97 ms [2022-04-19 12:39:15 main:574] : INFO : Epoch 2039 | loss: 0.0311173 | val_loss: 0.0311328 | Time: 1116.33 ms [2022-04-19 12:39:16 main:574] : INFO : Epoch 2040 | loss: 0.0311163 | val_loss: 0.0311335 | Time: 1115.8 ms [2022-04-19 12:39:17 main:574] : INFO : Epoch 2041 | loss: 0.0311163 | val_loss: 0.0311315 | Time: 1115.62 ms [2022-04-19 12:39:18 main:574] : INFO : Epoch 2042 | loss: 0.0311163 | val_loss: 0.0311369 | Time: 1116.61 ms [2022-04-19 12:39:20 main:574] : INFO : Epoch 2043 | loss: 0.0311158 | val_loss: 0.0311429 | Time: 1117.23 ms [2022-04-19 12:39:21 main:574] : INFO : Epoch 2044 | loss: 0.0311157 | val_loss: 0.0311329 | Time: 1115.56 ms [2022-04-19 12:39:22 main:574] : INFO : Epoch 2045 | loss: 0.0311112 | val_loss: 0.031139 | Time: 1118.31 ms [2022-04-19 12:39:23 main:574] : INFO : Epoch 2046 | loss: 0.0311153 | val_loss: 0.0311356 | Time: 1117.29 ms [2022-04-19 12:39:24 main:574] : INFO : Epoch 2047 | loss: 0.031117 | val_loss: 0.0311329 | Time: 1113.92 ms [2022-04-19 12:39:26 main:574] : INFO : Epoch 2048 | loss: 0.0311132 | val_loss: 0.031133 | Time: 1111.44 ms [2022-04-19 12:39:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031133 [2022-04-19 12:39:26 main:603] : INFO : Saving end state to config to file [2022-04-19 12:39:26 main:608] : INFO : Success, exiting.. 12:39:26 (20580): 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)