Task 13637272
| Name | ParityModified-1647045643-21360-2-0_0 |
| Workunit | 10730455 |
| Created | 23 Mar 2022, 5:31:45 UTC |
| Sent | 29 Mar 2022, 18:26:40 UTC |
| Report deadline | 6 Apr 2022, 18:26:40 UTC |
| Received | 3 Apr 2022, 13:18:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 6 hours 19 min 17 sec |
| CPU time | 5 hours 35 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | Time: 10906.6 ms [2022-04-03 13:46:42 main:574] : INFO : Epoch 1542 | loss: 0.0311336 | val_loss: 0.0311522 | Time: 11854.4 ms [2022-04-03 13:47:04 main:574] : INFO : Epoch 1543 | loss: 0.0311308 | val_loss: 0.0311544 | Time: 22615 ms [2022-04-03 13:47:15 main:574] : INFO : Epoch 1544 | loss: 0.0311301 | val_loss: 0.031149 | Time: 10707.6 ms [2022-04-03 13:47:26 main:574] : INFO : Epoch 1545 | loss: 0.03113 | val_loss: 0.0311494 | Time: 10796.6 ms [2022-04-03 13:47:36 main:574] : INFO : Epoch 1546 | loss: 0.0311305 | val_loss: 0.031149 | Time: 10693.6 ms [2022-04-03 13:47:47 main:574] : INFO : Epoch 1547 | loss: 0.0311309 | val_loss: 0.0311531 | Time: 10730.7 ms [2022-04-03 13:47:58 main:574] : INFO : Epoch 1548 | loss: 0.0311307 | val_loss: 0.0311466 | Time: 10636.1 ms [2022-04-03 13:48:09 main:574] : INFO : Epoch 1549 | loss: 0.0311302 | val_loss: 0.0311491 | Time: 10892.7 ms [2022-04-03 13:48:19 main:574] : INFO : Epoch 1550 | loss: 0.0311308 | val_loss: 0.0311546 | Time: 10577.8 ms [2022-04-03 13:48:30 main:574] : INFO : Epoch 1551 | loss: 0.031136 | val_loss: 0.0311491 | Time: 10771.4 ms [2022-04-03 13:48:41 main:574] : INFO : Epoch 1552 | loss: 0.0311339 | val_loss: 0.0311505 | Time: 10920.9 ms [2022-04-03 13:48:52 main:574] : INFO : Epoch 1553 | loss: 0.0311337 | val_loss: 0.0311484 | Time: 10706.1 ms [2022-04-03 13:49:03 main:574] : INFO : Epoch 1554 | loss: 0.03113 | val_loss: 0.031149 | Time: 10843.4 ms [2022-04-03 13:49:13 main:574] : INFO : Epoch 1555 | loss: 0.031134 | val_loss: 0.0311559 | Time: 10787.3 ms [2022-04-03 13:49:24 main:574] : INFO : Epoch 1556 | loss: 0.0311311 | val_loss: 0.0311458 | Time: 10773.7 ms [2022-04-03 13:49:35 main:574] : INFO : Epoch 1557 | loss: 0.0311295 | val_loss: 0.031145 | Time: 10695.5 ms [2022-04-03 13:49:45 main:574] : INFO : Epoch 1558 | loss: 0.0311282 | val_loss: 0.0311512 | Time: 10405 ms [2022-04-03 13:49:56 main:574] : INFO : Epoch 1559 | loss: 0.0311284 | val_loss: 0.0311433 | Time: 10797.4 ms [2022-04-03 13:50:07 main:574] : INFO : Epoch 1560 | loss: 0.0311304 | val_loss: 0.0311486 | Time: 10979.7 ms [2022-04-03 13:50:18 main:574] : INFO : Epoch 1561 | loss: 0.0311311 | val_loss: 0.0311512 | Time: 10540.8 ms [2022-04-03 13:50:28 main:574] : INFO : Epoch 1562 | loss: 0.0311357 | val_loss: 0.0311489 | Time: 10521.4 ms [2022-04-03 13:50:39 main:574] : INFO : Epoch 1563 | loss: 0.031136 | val_loss: 0.0311547 | Time: 10774 ms [2022-04-03 13:50:50 main:574] : INFO : Epoch 1564 | loss: 0.0311371 | val_loss: 0.0311568 | Time: 10760.3 ms [2022-04-03 13:51:01 main:574] : INFO : Epoch 1565 | loss: 0.0311381 | val_loss: 0.0311608 | Time: 10959 ms [2022-04-03 13:51:11 main:574] : INFO : Epoch 1566 | loss: 0.0311361 | val_loss: 0.0311591 | Time: 10656 ms [2022-04-03 13:51:22 main:574] : INFO : Epoch 1567 | loss: 0.0311352 | val_loss: 0.0311496 | Time: 10651.6 ms [2022-04-03 13:51:33 main:574] : INFO : Epoch 1568 | loss: 0.0311312 | val_loss: 0.0311522 | Time: 11027.2 ms [2022-04-03 13:51:44 main:574] : INFO : Epoch 1569 | loss: 0.0311296 | val_loss: 0.0311557 | Time: 10523.1 ms [2022-04-03 13:51:54 main:574] : INFO : Epoch 1570 | loss: 0.0311317 | val_loss: 0.0311505 | Time: 10476.9 ms [2022-04-03 13:52:05 main:574] : INFO : Epoch 1571 | loss: 0.0311331 | val_loss: 0.0311514 | Time: 10807.5 ms [2022-04-03 13:52:15 main:574] : INFO : Epoch 1572 | loss: 0.0311305 | val_loss: 0.03115 | Time: 10496.7 ms [2022-04-03 13:52:26 main:574] : INFO : Epoch 1573 | loss: 0.0311274 | val_loss: 0.0311497 | Time: 10505.6 ms [2022-04-03 13:52:36 main:574] : INFO : Epoch 1574 | loss: 0.0311287 | val_loss: 0.0311514 | Time: 10348.1 ms [2022-04-03 13:52:46 main:574] : INFO : Epoch 1575 | loss: 0.0311273 | val_loss: 0.0311512 | Time: 10286.6 ms [2022-04-03 13:52:57 main:574] : INFO : Epoch 1576 | loss: 0.0311273 | val_loss: 0.0311506 | Time: 10686.2 ms [2022-04-03 13:53:08 main:574] : INFO : Epoch 1577 | loss: 0.0311268 | val_loss: 0.0311483 | Time: 10594.2 ms [2022-04-03 13:53:19 main:574] : INFO : Epoch 1578 | loss: 0.0311261 | val_loss: 0.0311502 | Time: 10715.7 ms [2022-04-03 13:53:29 main:574] : INFO : Epoch 1579 | loss: 0.0311271 | val_loss: 0.0311457 | Time: 10531.6 ms [2022-04-03 13:53:40 main:574] : INFO : Epoch 1580 | loss: 0.0311257 | val_loss: 0.0311552 | Time: 10813.7 ms [2022-04-03 13:53:51 main:574] : INFO : Epoch 1581 | loss: 0.0311271 | val_loss: 0.0311502 | Time: 10893.4 ms [2022-04-03 13:54:01 main:574] : INFO : Epoch 1582 | loss: 0.0311256 | val_loss: 0.03115 | Time: 10718.5 ms [2022-04-03 13:54:12 main:574] : INFO : Epoch 1583 | loss: 0.0311243 | val_loss: 0.03115 | Time: 10903.2 ms [2022-04-03 13:54:23 main:574] : INFO : Epoch 1584 | loss: 0.0311236 | val_loss: 0.0311515 | Time: 10793.7 ms [2022-04-03 13:54:34 main:574] : INFO : Epoch 1585 | loss: 0.0311273 | val_loss: 0.0311504 | Time: 10961.8 ms [2022-04-03 13:54:45 main:574] : INFO : Epoch 1586 | loss: 0.0311237 | val_loss: 0.0311497 | Time: 10588.5 ms [2022-04-03 13:54:55 main:574] : INFO : Epoch 1587 | loss: 0.0311249 | val_loss: 0.031154 | Time: 10542.8 ms [2022-04-03 13:55:06 main:574] : INFO : Epoch 1588 | loss: 0.0311229 | val_loss: 0.0311555 | Time: 10659.1 ms [2022-04-03 13:55:16 main:574] : INFO : Epoch 1589 | loss: 0.0311225 | val_loss: 0.0311559 | Time: 10495.6 ms [2022-04-03 13:55:27 main:574] : INFO : Epoch 1590 | loss: 0.0311227 | val_loss: 0.0311603 | Time: 10378 ms [2022-04-03 13:55:38 main:574] : INFO : Epoch 1591 | loss: 0.0311306 | val_loss: 0.0311515 | Time: 10921.2 ms [2022-04-03 13:55:49 main:574] : INFO : Epoch 1592 | loss: 0.0311292 | val_loss: 0.0311529 | Time: 10746.4 ms [2022-04-03 13:55:59 main:574] : INFO : Epoch 1593 | loss: 0.0311302 | val_loss: 0.0311514 | Time: 10378.8 ms [2022-04-03 13:56:10 main:574] : INFO : Epoch 1594 | loss: 0.031127 | val_loss: 0.031152 | Time: 10651.3 ms [2022-04-03 13:56:20 main:574] : INFO : Epoch 1595 | loss: 0.0311256 | val_loss: 0.0311509 | Time: 10612.1 ms [2022-04-03 13:56:31 main:574] : INFO : Epoch 1596 | loss: 0.0311249 | val_loss: 0.0311509 | Time: 10660.7 ms [2022-04-03 13:56:42 main:574] : INFO : Epoch 1597 | loss: 0.0311254 | val_loss: 0.0311515 | Time: 10625.9 ms [2022-04-03 13:56:52 main:574] : INFO : Epoch 1598 | loss: 0.0311277 | val_loss: 0.031163 | Time: 10634.9 ms [2022-04-03 13:57:03 main:574] : INFO : Epoch 1599 | loss: 0.0311346 | val_loss: 0.0311472 | Time: 10773.5 ms [2022-04-03 13:57:13 main:574] : INFO : Epoch 1600 | loss: 0.031134 | val_loss: 0.0311509 | Time: 10529.3 ms [2022-04-03 13:57:24 main:574] : INFO : Epoch 1601 | loss: 0.031131 | val_loss: 0.0311461 | Time: 10350 ms [2022-04-03 13:57:34 main:574] : INFO : Epoch 1602 | loss: 0.0311347 | val_loss: 0.0311585 | Time: 10663.1 ms [2022-04-03 13:57:45 main:574] : INFO : Epoch 1603 | loss: 0.0311324 | val_loss: 0.0311465 | Time: 10598.4 ms [2022-04-03 13:57:56 main:574] : INFO : Epoch 1604 | loss: 0.0311286 | val_loss: 0.0311492 | Time: 10480.9 ms [2022-04-03 13:58:06 main:574] : INFO : Epoch 1605 | loss: 0.0311256 | val_loss: 0.0311467 | Time: 10691.8 ms [2022-04-03 13:58:17 main:574] : INFO : Epoch 1606 | loss: 0.0311265 | val_loss: 0.0311517 | Time: 10371.9 ms [2022-04-03 13:58:27 main:574] : INFO : Epoch 1607 | loss: 0.0311263 | val_loss: 0.03115 | Time: 10564.9 ms [2022-04-03 13:58:38 main:574] : INFO : Epoch 1608 | loss: 0.031128 | val_loss: 0.0311466 | Time: 10826.2 ms [2022-04-03 13:58:48 main:574] : INFO : Epoch 1609 | loss: 0.0311278 | val_loss: 0.0311521 | Time: 10438.4 ms [2022-04-03 13:58:59 main:574] : INFO : Epoch 1610 | loss: 0.0311292 | val_loss: 0.0311525 | Time: 10647.1 ms [2022-04-03 13:59:10 main:574] : INFO : Epoch 1611 | loss: 0.0311303 | val_loss: 0.0311495 | Time: 10893.4 ms [2022-04-03 13:59:21 main:574] : INFO : Epoch 1612 | loss: 0.031128 | val_loss: 0.0311506 | Time: 10509.6 ms [2022-04-03 13:59:31 main:574] : INFO : Epoch 1613 | loss: 0.0311262 | val_loss: 0.0311512 | Time: 10454.3 ms [2022-04-03 13:59:42 main:574] : INFO : Epoch 1614 | loss: 0.0311262 | val_loss: 0.0311473 | Time: 10838.9 ms [2022-04-03 13:59:52 main:574] : INFO : Epoch 1615 | loss: 0.0311266 | val_loss: 0.0311469 | Time: 10503.6 ms [2022-04-03 14:00:03 main:574] : INFO : Epoch 1616 | loss: 0.0311244 | val_loss: 0.0311517 | Time: 10590.8 ms [2022-04-03 14:00:13 main:574] : INFO : Epoch 1617 | loss: 0.0311256 | val_loss: 0.0311444 | Time: 10520.1 ms [2022-04-03 14:00:24 main:574] : INFO : Epoch 1618 | loss: 0.0311258 | val_loss: 0.0311482 | Time: 10725 ms [2022-04-03 14:00:35 main:574] : INFO : Epoch 1619 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 10662.3 ms [2022-04-03 14:00:45 main:574] : INFO : Epoch 1620 | loss: 0.03113 | val_loss: 0.0311479 | Time: 10407.4 ms [2022-04-03 14:00:56 main:574] : INFO : Epoch 1621 | loss: 0.0311245 | val_loss: 0.0311452 | Time: 10744.2 ms [2022-04-03 14:01:07 main:574] : INFO : Epoch 1622 | loss: 0.031125 | val_loss: 0.0311433 | Time: 10789.6 ms [2022-04-03 14:01:18 main:574] : INFO : Epoch 1623 | loss: 0.0311228 | val_loss: 0.031147 | Time: 11236.8 ms [2022-04-03 14:01:29 main:574] : INFO : Epoch 1624 | loss: 0.0311245 | val_loss: 0.031148 | Time: 10523.9 ms [2022-04-03 14:01:39 main:574] : INFO : Epoch 1625 | loss: 0.0311253 | val_loss: 0.031155 | Time: 10508.1 ms [2022-04-03 14:01:50 main:574] : INFO : Epoch 1626 | loss: 0.0311251 | val_loss: 0.0311483 | Time: 10738.9 ms [2022-04-03 14:02:01 main:574] : INFO : Epoch 1627 | loss: 0.0311233 | val_loss: 0.0311502 | Time: 10661.5 ms [2022-04-03 14:02:11 main:574] : INFO : Epoch 1628 | loss: 0.0311247 | val_loss: 0.031152 | Time: 10796.8 ms [2022-04-03 14:02:22 main:574] : INFO : Epoch 1629 | loss: 0.0311238 | val_loss: 0.0311507 | Time: 10862 ms [2022-04-03 14:02:33 main:574] : INFO : Epoch 1630 | loss: 0.0311232 | val_loss: 0.0311456 | Time: 10505.6 ms [2022-04-03 14:02:43 main:574] : INFO : Epoch 1631 | loss: 0.0311252 | val_loss: 0.0311457 | Time: 10753.8 ms [2022-04-03 14:02:54 main:574] : INFO : Epoch 1632 | loss: 0.0311222 | val_loss: 0.0311443 | Time: 10552.5 ms [2022-04-03 14:03:05 main:574] : INFO : Epoch 1633 | loss: 0.0311204 | val_loss: 0.0311546 | Time: 10649.7 ms [2022-04-03 14:03:18 main:574] : INFO : Epoch 1634 | loss: 0.0311207 | val_loss: 0.0311476 | Time: 13277.3 ms [2022-04-03 14:03:29 main:574] : INFO : Epoch 1635 | loss: 0.031122 | val_loss: 0.0311498 | Time: 11122.4 ms [2022-04-03 14:03:40 main:574] : INFO : Epoch 1636 | loss: 0.0311195 | val_loss: 0.0311486 | Time: 10786.7 ms [2022-04-03 14:03:51 main:574] : INFO : Epoch 1637 | loss: 0.0311193 | val_loss: 0.0311527 | Time: 11116 ms [2022-04-03 14:04:02 main:574] : INFO : Epoch 1638 | loss: 0.0311197 | val_loss: 0.0311493 | Time: 11014.1 ms [2022-04-03 14:04:13 main:574] : INFO : Epoch 1639 | loss: 0.0311189 | val_loss: 0.0311479 | Time: 10762.4 ms [2022-04-03 14:04:24 main:574] : INFO : Epoch 1640 | loss: 0.0311203 | val_loss: 0.031147 | Time: 10900.4 ms [2022-04-03 14:04:35 main:574] : INFO : Epoch 1641 | loss: 0.0311202 | val_loss: 0.0311472 | Time: 10867.5 ms [2022-04-03 14:04:45 main:574] : INFO : Epoch 1642 | loss: 0.031119 | val_loss: 0.0311471 | Time: 10826.4 ms [2022-04-03 14:04:56 main:574] : INFO : Epoch 1643 | loss: 0.0311215 | val_loss: 0.0311491 | Time: 10863.4 ms [2022-04-03 14:05:08 main:574] : INFO : Epoch 1644 | loss: 0.0311248 | val_loss: 0.0311518 | Time: 11616.8 ms [2022-04-03 14:05:19 main:574] : INFO : Epoch 1645 | loss: 0.0311256 | val_loss: 0.0311445 | Time: 11374.5 ms [2022-04-03 14:05:30 main:574] : INFO : Epoch 1646 | loss: 0.0311233 | val_loss: 0.0311452 | Time: 10871.6 ms [2022-04-03 14:05:44 main:574] : INFO : Epoch 1647 | loss: 0.0311221 | val_loss: 0.0311499 | Time: 13882.4 ms [2022-04-03 14:05:55 main:574] : INFO : Epoch 1648 | loss: 0.0311248 | val_loss: 0.0311481 | Time: 11276.3 ms [2022-04-03 14:06:06 main:574] : INFO : Epoch 1649 | loss: 0.031122 | val_loss: 0.0311512 | Time: 11093.5 ms [2022-04-03 14:06:17 main:574] : INFO : Epoch 1650 | loss: 0.0311259 | val_loss: 0.0311561 | Time: 10858.5 ms [2022-04-03 14:06:29 main:574] : INFO : Epoch 1651 | loss: 0.0311264 | val_loss: 0.0311544 | Time: 11960.7 ms [2022-04-03 14:06:40 main:574] : INFO : Epoch 1652 | loss: 0.0311225 | val_loss: 0.0311531 | Time: 10797.9 ms [2022-04-03 14:06:51 main:574] : INFO : Epoch 1653 | loss: 0.0311215 | val_loss: 0.0311493 | Time: 10731.4 ms [2022-04-03 14:07:02 main:574] : INFO : Epoch 1654 | loss: 0.0311193 | val_loss: 0.031148 | Time: 10891.5 ms [2022-04-03 14:07:12 main:574] : INFO : Epoch 1655 | loss: 0.0311189 | val_loss: 0.0311512 | Time: 10774.5 ms [2022-04-03 14:07:24 main:574] : INFO : Epoch 1656 | loss: 0.0311204 | val_loss: 0.0311455 | Time: 11155.9 ms [2022-04-03 14:07:35 main:574] : INFO : Epoch 1657 | loss: 0.0311237 | val_loss: 0.0311491 | Time: 11088.5 ms [2022-04-03 14:07:46 main:574] : INFO : Epoch 1658 | loss: 0.0311209 | val_loss: 0.0311481 | Time: 10900.2 ms [2022-04-03 14:07:56 main:574] : INFO : Epoch 1659 | loss: 0.0311227 | val_loss: 0.031145 | Time: 10824.7 ms [2022-04-03 14:08:07 main:574] : INFO : Epoch 1660 | loss: 0.0311211 | val_loss: 0.0311446 | Time: 11017.9 ms [2022-04-03 14:08:18 main:574] : INFO : Epoch 1661 | loss: 0.0311287 | val_loss: 0.031147 | Time: 10783.8 ms [2022-04-03 14:08:29 main:574] : INFO : Epoch 1662 | loss: 0.0311267 | val_loss: 0.0311504 | Time: 10857.8 ms [2022-04-03 14:08:40 main:574] : INFO : Epoch 1663 | loss: 0.0311229 | val_loss: 0.0311572 | Time: 10851.3 ms [2022-04-03 14:08:51 main:574] : INFO : Epoch 1664 | loss: 0.0311209 | val_loss: 0.031146 | Time: 10917.3 ms [2022-04-03 14:09:02 main:574] : INFO : Epoch 1665 | loss: 0.0311213 | val_loss: 0.031145 | Time: 10795.2 ms [2022-04-03 14:09:12 main:574] : INFO : Epoch 1666 | loss: 0.0311214 | val_loss: 0.0311487 | Time: 10695.2 ms [2022-04-03 14:09:23 main:574] : INFO : Epoch 1667 | loss: 0.0311234 | val_loss: 0.0311464 | Time: 10603.5 ms [2022-04-03 14:09:34 main:574] : INFO : Epoch 1668 | loss: 0.0311246 | val_loss: 0.0311532 | Time: 10945.9 ms [2022-04-03 14:09:45 main:574] : INFO : Epoch 1669 | loss: 0.0311229 | val_loss: 0.0311435 | Time: 10871.1 ms [2022-04-03 14:09:56 main:574] : INFO : Epoch 1670 | loss: 0.0311221 | val_loss: 0.031151 | Time: 10784.9 ms [2022-04-03 14:10:06 main:574] : INFO : Epoch 1671 | loss: 0.0311212 | val_loss: 0.0311467 | Time: 10809.4 ms [2022-04-03 14:10:17 main:574] : INFO : Epoch 1672 | loss: 0.0311207 | val_loss: 0.0311548 | Time: 10800.8 ms [2022-04-03 14:10:28 main:574] : INFO : Epoch 1673 | loss: 0.0311199 | val_loss: 0.0311555 | Time: 11066.3 ms [2022-04-03 14:10:39 main:574] : INFO : Epoch 1674 | loss: 0.0311192 | val_loss: 0.031148 | Time: 10864.3 ms [2022-04-03 14:10:50 main:574] : INFO : Epoch 1675 | loss: 0.0311177 | val_loss: 0.0311468 | Time: 10673.5 ms [2022-04-03 14:11:01 main:574] : INFO : Epoch 1676 | loss: 0.0311158 | val_loss: 0.031145 | Time: 11131.9 ms [2022-04-03 14:11:12 main:574] : INFO : Epoch 1677 | loss: 0.031114 | val_loss: 0.0311472 | Time: 10796.6 ms [2022-04-03 14:11:23 main:574] : INFO : Epoch 1678 | loss: 0.0311138 | val_loss: 0.03115 | Time: 10795 ms [2022-04-03 14:11:34 main:574] : INFO : Epoch 1679 | loss: 0.0311148 | val_loss: 0.0311508 | Time: 11027.3 ms [2022-04-03 14:11:44 main:574] : INFO : Epoch 1680 | loss: 0.0311175 | val_loss: 0.0311541 | Time: 10773 ms [2022-04-03 14:11:55 main:574] : INFO : Epoch 1681 | loss: 0.0311193 | val_loss: 0.0311492 | Time: 10720.7 ms [2022-04-03 14:12:06 main:574] : INFO : Epoch 1682 | loss: 0.0311172 | val_loss: 0.0311518 | Time: 10750 ms [2022-04-03 14:12:17 main:574] : INFO : Epoch 1683 | loss: 0.0311178 | val_loss: 0.0311559 | Time: 10699.6 ms [2022-04-03 14:12:28 main:574] : INFO : Epoch 1684 | loss: 0.0311189 | val_loss: 0.031146 | Time: 10864.1 ms [2022-04-03 14:12:38 main:574] : INFO : Epoch 1685 | loss: 0.031121 | val_loss: 0.0311517 | Time: 10729.4 ms [2022-04-03 14:12:50 main:574] : INFO : Epoch 1686 | loss: 0.0311246 | val_loss: 0.0311519 | Time: 11772.9 ms [2022-04-03 14:13:01 main:574] : INFO : Epoch 1687 | loss: 0.031121 | val_loss: 0.0311494 | Time: 10846.3 ms [2022-04-03 14:13:12 main:574] : INFO : Epoch 1688 | loss: 0.031123 | val_loss: 0.0311468 | Time: 10929.6 ms [2022-04-03 14:13:23 main:574] : INFO : Epoch 1689 | loss: 0.0311201 | val_loss: 0.0311483 | Time: 10739.7 ms [2022-04-03 14:13:33 main:574] : INFO : Epoch 1690 | loss: 0.0311185 | val_loss: 0.0311458 | Time: 10686.3 ms [2022-04-03 14:13:44 main:574] : INFO : Epoch 1691 | loss: 0.0311196 | val_loss: 0.0311487 | Time: 10618.4 ms [2022-04-03 14:13:55 main:574] : INFO : Epoch 1692 | loss: 0.0311187 | val_loss: 0.0311484 | Time: 10743.6 ms [2022-04-03 14:14:05 main:574] : INFO : Epoch 1693 | loss: 0.0311187 | val_loss: 0.0311512 | Time: 10830.3 ms [2022-04-03 14:14:16 main:574] : INFO : Epoch 1694 | loss: 0.0311191 | val_loss: 0.0311482 | Time: 10632.4 ms [2022-04-03 14:14:27 main:574] : INFO : Epoch 1695 | loss: 0.031122 | val_loss: 0.0311572 | Time: 10798.6 ms [2022-04-03 14:14:38 main:574] : INFO : Epoch 1696 | loss: 0.0311233 | val_loss: 0.0311471 | Time: 10976.7 ms [2022-04-03 14:14:48 main:574] : INFO : Epoch 1697 | loss: 0.0311163 | val_loss: 0.0311458 | Time: 10594.2 ms [2022-04-03 14:14:59 main:574] : INFO : Epoch 1698 | loss: 0.0311179 | val_loss: 0.031149 | Time: 10707.8 ms [2022-04-03 14:15:10 main:574] : INFO : Epoch 1699 | loss: 0.0311172 | val_loss: 0.0311485 | Time: 10818.2 ms [2022-04-03 14:15:21 main:574] : INFO : Epoch 1700 | loss: 0.0311186 | val_loss: 0.0311534 | Time: 10784.1 ms [2022-04-03 14:15:32 main:574] : INFO : Epoch 1701 | loss: 0.0311179 | val_loss: 0.031148 | Time: 10755.2 ms [2022-04-03 14:15:42 main:574] : INFO : Epoch 1702 | loss: 0.0311167 | val_loss: 0.031153 | Time: 10130 ms [2022-04-03 14:15:52 main:574] : INFO : Epoch 1703 | loss: 0.0311286 | val_loss: 0.031153 | Time: 10008.8 ms [2022-04-03 14:16:02 main:574] : INFO : Epoch 1704 | loss: 0.0311303 | val_loss: 0.0311507 | Time: 9901.66 ms [2022-04-03 14:16:11 main:574] : INFO : Epoch 1705 | loss: 0.0311284 | val_loss: 0.031148 | Time: 9711.61 ms [2022-04-03 14:16:21 main:574] : INFO : Epoch 1706 | loss: 0.031126 | val_loss: 0.0311481 | Time: 9722.82 ms [2022-04-03 14:16:31 main:574] : INFO : Epoch 1707 | loss: 0.0311259 | val_loss: 0.0311501 | Time: 9756.95 ms [2022-04-03 14:16:41 main:574] : INFO : Epoch 1708 | loss: 0.0311271 | val_loss: 0.0311532 | Time: 9705.67 ms [2022-04-03 14:16:50 main:574] : INFO : Epoch 1709 | loss: 0.0311263 | val_loss: 0.0311543 | Time: 9491.17 ms [2022-04-03 14:17:00 main:574] : INFO : Epoch 1710 | loss: 0.031124 | val_loss: 0.0311487 | Time: 9577.92 ms [2022-04-03 14:17:09 main:574] : INFO : Epoch 1711 | loss: 0.0311246 | val_loss: 0.0311483 | Time: 9750.51 ms [2022-04-03 14:17:19 main:574] : INFO : Epoch 1712 | loss: 0.0311239 | val_loss: 0.0311513 | Time: 9766.67 ms [2022-04-03 14:17:29 main:574] : INFO : Epoch 1713 | loss: 0.0311238 | val_loss: 0.0311449 | Time: 9791.82 ms [2022-04-03 14:17:39 main:574] : INFO : Epoch 1714 | loss: 0.0311246 | val_loss: 0.0311455 | Time: 9709.66 ms [2022-04-03 14:17:48 main:574] : INFO : Epoch 1715 | loss: 0.0311313 | val_loss: 0.0311485 | Time: 9691.6 ms [2022-04-03 14:17:58 main:574] : INFO : Epoch 1716 | loss: 0.0311362 | val_loss: 0.03115 | Time: 9704.77 ms [2022-04-03 14:18:08 main:574] : INFO : Epoch 1717 | loss: 0.0311327 | val_loss: 0.0311559 | Time: 9910.42 ms [2022-04-03 14:18:18 main:574] : INFO : Epoch 1718 | loss: 0.0311411 | val_loss: 0.0311533 | Time: 9853.88 ms [2022-04-03 14:18:28 main:574] : INFO : Epoch 1719 | loss: 0.0311385 | val_loss: 0.0311569 | Time: 9620.3 ms [2022-04-03 14:18:37 main:574] : INFO : Epoch 1720 | loss: 0.0311377 | val_loss: 0.0311498 | Time: 9738.12 ms [2022-04-03 14:18:47 main:574] : INFO : Epoch 1721 | loss: 0.0311504 | val_loss: 0.0311642 | Time: 9811.36 ms [2022-04-03 14:18:57 main:574] : INFO : Epoch 1722 | loss: 0.0311555 | val_loss: 0.0311617 | Time: 9603.27 ms [2022-04-03 14:19:06 main:574] : INFO : Epoch 1723 | loss: 0.0311545 | val_loss: 0.0311604 | Time: 9766.42 ms [2022-04-03 14:19:16 main:574] : INFO : Epoch 1724 | loss: 0.0311533 | val_loss: 0.0311571 | Time: 9818.6 ms [2022-04-03 14:19:26 main:574] : INFO : Epoch 1725 | loss: 0.0311492 | val_loss: 0.0311588 | Time: 9674.49 ms [2022-04-03 14:19:36 main:574] : INFO : Epoch 1726 | loss: 0.0311544 | val_loss: 0.0311585 | Time: 9780.77 ms [2022-04-03 14:19:45 main:574] : INFO : Epoch 1727 | loss: 0.0311558 | val_loss: 0.0311565 | Time: 9459.2 ms [2022-04-03 14:19:55 main:574] : INFO : Epoch 1728 | loss: 0.0311525 | val_loss: 0.0311546 | Time: 9524.19 ms [2022-04-03 14:20:05 main:574] : INFO : Epoch 1729 | loss: 0.0311496 | val_loss: 0.0311521 | Time: 9831.15 ms [2022-04-03 14:20:14 main:574] : INFO : Epoch 1730 | loss: 0.0311472 | val_loss: 0.0311553 | Time: 9669.99 ms [2022-04-03 14:20:24 main:574] : INFO : Epoch 1731 | loss: 0.0311461 | val_loss: 0.0311518 | Time: 9789.77 ms [2022-04-03 14:20:34 main:574] : INFO : Epoch 1732 | loss: 0.0311453 | val_loss: 0.031152 | Time: 9776.78 ms [2022-04-03 14:20:44 main:574] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311575 | Time: 9829.01 ms [2022-04-03 14:20:53 main:574] : INFO : Epoch 1734 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 9592.22 ms [2022-04-03 14:21:03 main:574] : INFO : Epoch 1735 | loss: 0.0311423 | val_loss: 0.0311499 | Time: 9696.33 ms [2022-04-03 14:21:13 main:574] : INFO : Epoch 1736 | loss: 0.0311381 | val_loss: 0.0311492 | Time: 9626.89 ms [2022-04-03 14:21:22 main:574] : INFO : Epoch 1737 | loss: 0.0311375 | val_loss: 0.0311497 | Time: 9704.19 ms [2022-04-03 14:21:32 main:574] : INFO : Epoch 1738 | loss: 0.0311365 | val_loss: 0.0311488 | Time: 9743.03 ms [2022-04-03 14:21:42 main:574] : INFO : Epoch 1739 | loss: 0.0311395 | val_loss: 0.0311523 | Time: 9952.45 ms [2022-04-03 14:21:52 main:574] : INFO : Epoch 1740 | loss: 0.0311386 | val_loss: 0.0311507 | Time: 9722.42 ms [2022-04-03 14:22:02 main:574] : INFO : Epoch 1741 | loss: 0.0311373 | val_loss: 0.0311526 | Time: 9872.64 ms [2022-04-03 14:22:11 main:574] : INFO : Epoch 1742 | loss: 0.0311363 | val_loss: 0.0311499 | Time: 9860.4 ms [2022-04-03 14:22:21 main:574] : INFO : Epoch 1743 | loss: 0.0311347 | val_loss: 0.0311532 | Time: 9641.16 ms [2022-04-03 14:22:31 main:574] : INFO : Epoch 1744 | loss: 0.0311371 | val_loss: 0.0311486 | Time: 9558.42 ms [2022-04-03 14:22:40 main:574] : INFO : Epoch 1745 | loss: 0.0311346 | val_loss: 0.0311557 | Time: 9428.78 ms [2022-04-03 14:22:50 main:574] : INFO : Epoch 1746 | loss: 0.031133 | val_loss: 0.0311512 | Time: 9527.39 ms [2022-04-03 14:22:59 main:574] : INFO : Epoch 1747 | loss: 0.0311323 | val_loss: 0.03115 | Time: 9322.05 ms [2022-04-03 14:23:09 main:574] : INFO : Epoch 1748 | loss: 0.0311308 | val_loss: 0.0311506 | Time: 9689.92 ms [2022-04-03 14:23:18 main:574] : INFO : Epoch 1749 | loss: 0.0311326 | val_loss: 0.0311467 | Time: 9422.73 ms [2022-04-03 14:23:28 main:574] : INFO : Epoch 1750 | loss: 0.031131 | val_loss: 0.031149 | Time: 9691.35 ms [2022-04-03 14:23:38 main:574] : INFO : Epoch 1751 | loss: 0.0311326 | val_loss: 0.0311541 | Time: 9681.99 ms [2022-04-03 14:23:47 main:574] : INFO : Epoch 1752 | loss: 0.031135 | val_loss: 0.0311515 | Time: 9880.45 ms [2022-04-03 14:23:57 main:574] : INFO : Epoch 1753 | loss: 0.0311327 | val_loss: 0.031151 | Time: 9508.71 ms [2022-04-03 14:24:07 main:574] : INFO : Epoch 1754 | loss: 0.0311315 | val_loss: 0.0311474 | Time: 9794.86 ms [2022-04-03 14:24:16 main:574] : INFO : Epoch 1755 | loss: 0.0311332 | val_loss: 0.0311526 | Time: 9664.23 ms [2022-04-03 14:24:26 main:574] : INFO : Epoch 1756 | loss: 0.0311327 | val_loss: 0.0311506 | Time: 9588.13 ms [2022-04-03 14:24:36 main:574] : INFO : Epoch 1757 | loss: 0.0311305 | val_loss: 0.0311524 | Time: 9635.7 ms [2022-04-03 14:24:45 main:574] : INFO : Epoch 1758 | loss: 0.03113 | val_loss: 0.031153 | Time: 9793.74 ms [2022-04-03 14:24:55 main:574] : INFO : Epoch 1759 | loss: 0.0311301 | val_loss: 0.0311496 | Time: 9842.41 ms [2022-04-03 14:25:05 main:574] : INFO : Epoch 1760 | loss: 0.0311298 | val_loss: 0.0311517 | Time: 9738.21 ms [2022-04-03 14:25:15 main:574] : INFO : Epoch 1761 | loss: 0.0311296 | val_loss: 0.0311531 | Time: 9914.49 ms [2022-04-03 14:25:25 main:574] : INFO : Epoch 1762 | loss: 0.0311302 | val_loss: 0.0311576 | Time: 9821.91 ms [2022-04-03 14:25:35 main:574] : INFO : Epoch 1763 | loss: 0.0311315 | val_loss: 0.0311499 | Time: 9798.18 ms [2022-04-03 14:25:44 main:574] : INFO : Epoch 1764 | loss: 0.0311291 | val_loss: 0.0311493 | Time: 9830.75 ms [2022-04-03 14:25:54 main:574] : INFO : Epoch 1765 | loss: 0.031129 | val_loss: 0.0311486 | Time: 9565.75 ms [2022-04-03 14:26:04 main:574] : INFO : Epoch 1766 | loss: 0.0311277 | val_loss: 0.0311485 | Time: 9929.38 ms [2022-04-03 14:26:14 main:574] : INFO : Epoch 1767 | loss: 0.0311269 | val_loss: 0.0311486 | Time: 9679.48 ms [2022-04-03 14:26:23 main:574] : INFO : Epoch 1768 | loss: 0.0311284 | val_loss: 0.03115 | Time: 9754.07 ms [2022-04-03 14:26:33 main:574] : INFO : Epoch 1769 | loss: 0.0311299 | val_loss: 0.0311533 | Time: 9661.9 ms [2022-04-03 14:26:43 main:574] : INFO : Epoch 1770 | loss: 0.0311276 | val_loss: 0.0311518 | Time: 9677.83 ms [2022-04-03 14:26:52 main:574] : INFO : Epoch 1771 | loss: 0.0311247 | val_loss: 0.0311479 | Time: 9787.15 ms [2022-04-03 14:27:02 main:574] : INFO : Epoch 1772 | loss: 0.0311251 | val_loss: 0.0311485 | Time: 9900.98 ms [2022-04-03 14:27:12 main:574] : INFO : Epoch 1773 | loss: 0.0311295 | val_loss: 0.0311458 | Time: 9950.76 ms [2022-04-03 14:27:22 main:574] : INFO : Epoch 1774 | loss: 0.0311282 | val_loss: 0.0311511 | Time: 9598.75 ms [2022-04-03 14:27:32 main:574] : INFO : Epoch 1775 | loss: 0.0311272 | val_loss: 0.0311479 | Time: 9789.44 ms [2022-04-03 14:27:42 main:574] : INFO : Epoch 1776 | loss: 0.0311267 | val_loss: 0.0311525 | Time: 9793.6 ms [2022-04-03 14:27:51 main:574] : INFO : Epoch 1777 | loss: 0.0311343 | val_loss: 0.0311557 | Time: 9623.68 ms [2022-04-03 14:28:01 main:574] : INFO : Epoch 1778 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 9766.09 ms [2022-04-03 14:28:11 main:574] : INFO : Epoch 1779 | loss: 0.0311361 | val_loss: 0.031155 | Time: 9684.44 ms [2022-04-03 14:28:20 main:574] : INFO : Epoch 1780 | loss: 0.0311357 | val_loss: 0.0311517 | Time: 9519.99 ms [2022-04-03 14:28:30 main:574] : INFO : Epoch 1781 | loss: 0.0311331 | val_loss: 0.0311537 | Time: 9555.91 ms [2022-04-03 14:28:39 main:574] : INFO : Epoch 1782 | loss: 0.031135 | val_loss: 0.0311525 | Time: 9563.52 ms [2022-04-03 14:28:49 main:574] : INFO : Epoch 1783 | loss: 0.0311372 | val_loss: 0.0311528 | Time: 9605.18 ms [2022-04-03 14:28:59 main:574] : INFO : Epoch 1784 | loss: 0.031137 | val_loss: 0.0311516 | Time: 9879.02 ms [2022-04-03 14:29:09 main:574] : INFO : Epoch 1785 | loss: 0.0311355 | val_loss: 0.0311528 | Time: 10125.9 ms [2022-04-03 14:29:19 main:574] : INFO : Epoch 1786 | loss: 0.0311351 | val_loss: 0.0311512 | Time: 9742.96 ms [2022-04-03 14:29:28 main:574] : INFO : Epoch 1787 | loss: 0.0311352 | val_loss: 0.0311518 | Time: 9587.73 ms [2022-04-03 14:29:39 main:574] : INFO : Epoch 1788 | loss: 0.0311378 | val_loss: 0.0311531 | Time: 10701.7 ms [2022-04-03 14:29:52 main:574] : INFO : Epoch 1789 | loss: 0.031136 | val_loss: 0.0311461 | Time: 13195.6 ms [2022-04-03 14:30:07 main:574] : INFO : Epoch 1790 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 14670.3 ms [2022-04-03 14:30:21 main:574] : INFO : Epoch 1791 | loss: 0.0311343 | val_loss: 0.0311538 | Time: 14231.3 ms [2022-04-03 14:30:32 main:574] : INFO : Epoch 1792 | loss: 0.0312914 | val_loss: 0.0316305 | Time: 11348.1 ms [2022-04-03 14:30:44 main:574] : INFO : Epoch 1793 | loss: 0.0314758 | val_loss: 0.0312478 | Time: 11739.3 ms [2022-04-03 14:30:58 main:574] : INFO : Epoch 1794 | loss: 0.0317596 | val_loss: 0.0317357 | Time: 13563.3 ms [2022-04-03 14:31:11 main:574] : INFO : Epoch 1795 | loss: 0.0321339 | val_loss: 0.0313822 | Time: 12919.6 ms [2022-04-03 14:31:21 main:574] : INFO : Epoch 1796 | loss: 0.0312926 | val_loss: 0.0312154 | Time: 10012.2 ms [2022-04-03 14:31:32 main:574] : INFO : Epoch 1797 | loss: 0.0311631 | val_loss: 0.031157 | Time: 11581.3 ms [2022-04-03 14:31:45 main:574] : INFO : Epoch 1798 | loss: 0.0311331 | val_loss: 0.0311531 | Time: 12913.3 ms [2022-04-03 14:31:56 main:574] : INFO : Epoch 1799 | loss: 0.0311286 | val_loss: 0.031148 | Time: 11178.3 ms [2022-04-03 14:32:06 main:574] : INFO : Epoch 1800 | loss: 0.0311268 | val_loss: 0.0311492 | Time: 9980.55 ms [2022-04-03 14:32:17 main:574] : INFO : Epoch 1801 | loss: 0.0311281 | val_loss: 0.0311497 | Time: 10319 ms [2022-04-03 14:32:27 main:574] : INFO : Epoch 1802 | loss: 0.0311338 | val_loss: 0.0311468 | Time: 9938.32 ms [2022-04-03 14:32:36 main:574] : INFO : Epoch 1803 | loss: 0.0311337 | val_loss: 0.031144 | Time: 9662.2 ms [2022-04-03 14:32:46 main:574] : INFO : Epoch 1804 | loss: 0.0311294 | val_loss: 0.0311486 | Time: 9782.77 ms [2022-04-03 14:32:56 main:574] : INFO : Epoch 1805 | loss: 0.0311294 | val_loss: 0.0311443 | Time: 9682.14 ms [2022-04-03 14:33:05 main:574] : INFO : Epoch 1806 | loss: 0.0311286 | val_loss: 0.0311456 | Time: 9664.78 ms [2022-04-03 14:33:15 main:574] : INFO : Epoch 1807 | loss: 0.0311287 | val_loss: 0.0311456 | Time: 9996.27 ms [2022-04-03 14:33:25 main:574] : INFO : Epoch 1808 | loss: 0.0311272 | val_loss: 0.031143 | Time: 9676 ms [2022-04-03 14:33:35 main:574] : INFO : Epoch 1809 | loss: 0.0311274 | val_loss: 0.0311425 | Time: 9721.86 ms [2022-04-03 14:33:45 main:574] : INFO : Epoch 1810 | loss: 0.0311275 | val_loss: 0.0311436 | Time: 9806.17 ms [2022-04-03 14:33:54 main:574] : INFO : Epoch 1811 | loss: 0.0311252 | val_loss: 0.0311442 | Time: 9754.57 ms [2022-04-03 14:34:04 main:574] : INFO : Epoch 1812 | loss: 0.0311248 | val_loss: 0.031146 | Time: 9672.35 ms [2022-04-03 14:34:14 main:574] : INFO : Epoch 1813 | loss: 0.0311254 | val_loss: 0.0311439 | Time: 9481.4 ms [2022-04-03 14:34:24 main:574] : INFO : Epoch 1814 | loss: 0.0311261 | val_loss: 0.0311489 | Time: 9919.01 ms [2022-04-03 14:34:33 main:574] : INFO : Epoch 1815 | loss: 0.0311232 | val_loss: 0.0311463 | Time: 9649.5 ms [2022-04-03 14:34:44 main:574] : INFO : Epoch 1816 | loss: 0.0311216 | val_loss: 0.031145 | Time: 10788.4 ms [2022-04-03 14:34:54 main:574] : INFO : Epoch 1817 | loss: 0.0311224 | val_loss: 0.0311466 | Time: 9794.8 ms [2022-04-03 14:35:04 main:574] : INFO : Epoch 1818 | loss: 0.0311269 | val_loss: 0.0311459 | Time: 10389.7 ms [2022-04-03 14:35:15 main:574] : INFO : Epoch 1819 | loss: 0.0311258 | val_loss: 0.0311454 | Time: 10679.4 ms [2022-04-03 14:35:25 main:574] : INFO : Epoch 1820 | loss: 0.031123 | val_loss: 0.0311439 | Time: 10199 ms [2022-04-03 14:35:35 main:574] : INFO : Epoch 1821 | loss: 0.0311223 | val_loss: 0.0311445 | Time: 9772.32 ms [2022-04-03 14:35:45 main:574] : INFO : Epoch 1822 | loss: 0.0311205 | val_loss: 0.0311461 | Time: 10630.1 ms [2022-04-03 14:36:07 main:574] : INFO : Epoch 1823 | loss: 0.0311217 | val_loss: 0.0311466 | Time: 21250.9 ms [2022-04-03 14:36:17 main:574] : INFO : Epoch 1824 | loss: 0.0311226 | val_loss: 0.031144 | Time: 10528.5 ms [2022-04-03 14:36:28 main:574] : INFO : Epoch 1825 | loss: 0.0311225 | val_loss: 0.0311439 | Time: 10549.3 ms [2022-04-03 14:36:38 main:574] : INFO : Epoch 1826 | loss: 0.0311233 | val_loss: 0.0311443 | Time: 10299.3 ms [2022-04-03 14:36:49 main:574] : INFO : Epoch 1827 | loss: 0.0311247 | val_loss: 0.0311445 | Time: 10434.6 ms [2022-04-03 14:36:59 main:574] : INFO : Epoch 1828 | loss: 0.0311245 | val_loss: 0.0311414 | Time: 10413.5 ms [2022-04-03 14:37:10 main:574] : INFO : Epoch 1829 | loss: 0.0311223 | val_loss: 0.031142 | Time: 11069.2 ms [2022-04-03 14:37:21 main:574] : INFO : Epoch 1830 | loss: 0.0311239 | val_loss: 0.0311429 | Time: 10509.4 ms [2022-04-03 14:37:32 main:574] : INFO : Epoch 1831 | loss: 0.0311227 | val_loss: 0.0311403 | Time: 11165.3 ms [2022-04-03 14:37:41 main:574] : INFO : Epoch 1832 | loss: 0.0311206 | val_loss: 0.0311415 | Time: 9596.07 ms [2022-04-03 14:37:51 main:574] : INFO : Epoch 1833 | loss: 0.0311219 | val_loss: 0.0311424 | Time: 9591.74 ms [2022-04-03 14:38:01 main:574] : INFO : Epoch 1834 | loss: 0.0311204 | val_loss: 0.0311443 | Time: 9689.39 ms [2022-04-03 14:38:12 main:574] : INFO : Epoch 1835 | loss: 0.031121 | val_loss: 0.0311412 | Time: 11476.9 ms [2022-04-03 14:38:22 main:574] : INFO : Epoch 1836 | loss: 0.0311187 | val_loss: 0.0311429 | Time: 10137.1 ms [2022-04-03 14:38:33 main:574] : INFO : Epoch 1837 | loss: 0.0311201 | val_loss: 0.0311391 | Time: 10656.5 ms [2022-04-03 14:38:43 main:574] : INFO : Epoch 1838 | loss: 0.0311207 | val_loss: 0.031142 | Time: 9961.62 ms [2022-04-03 14:38:53 main:574] : INFO : Epoch 1839 | loss: 0.0311207 | val_loss: 0.0311441 | Time: 10038.2 ms [2022-04-03 14:39:04 main:574] : INFO : Epoch 1840 | loss: 0.0311219 | val_loss: 0.0311413 | Time: 10769.8 ms [2022-04-03 14:39:14 main:574] : INFO : Epoch 1841 | loss: 0.0311205 | val_loss: 0.0311429 | Time: 10545.8 ms [2022-04-03 14:39:25 main:574] : INFO : Epoch 1842 | loss: 0.0311202 | val_loss: 0.0311393 | Time: 10328.1 ms [2022-04-03 14:39:35 main:574] : INFO : Epoch 1843 | loss: 0.0311189 | val_loss: 0.0311471 | Time: 10378.6 ms [2022-04-03 14:39:46 main:574] : INFO : Epoch 1844 | loss: 0.0311217 | val_loss: 0.0311412 | Time: 11076.7 ms [2022-04-03 14:39:58 main:574] : INFO : Epoch 1845 | loss: 0.031119 | val_loss: 0.0311393 | Time: 11569 ms [2022-04-03 14:40:08 main:574] : INFO : Epoch 1846 | loss: 0.0311223 | val_loss: 0.0311405 | Time: 9899.85 ms [2022-04-03 14:40:18 main:574] : INFO : Epoch 1847 | loss: 0.031121 | val_loss: 0.031143 | Time: 10453.5 ms [2022-04-03 14:40:29 main:574] : INFO : Epoch 1848 | loss: 0.0311196 | val_loss: 0.0311425 | Time: 11431.6 ms [2022-04-03 14:40:40 main:574] : INFO : Epoch 1849 | loss: 0.0311192 | val_loss: 0.0311434 | Time: 10131.3 ms [2022-04-03 14:40:50 main:574] : INFO : Epoch 1850 | loss: 0.031121 | val_loss: 0.0311479 | Time: 10497.6 ms [2022-04-03 14:41:01 main:574] : INFO : Epoch 1851 | loss: 0.0311278 | val_loss: 0.0311455 | Time: 10635.9 ms [2022-04-03 14:41:13 main:574] : INFO : Epoch 1852 | loss: 0.0311264 | val_loss: 0.0311425 | Time: 11862.6 ms [2022-04-03 14:41:23 main:574] : INFO : Epoch 1853 | loss: 0.0311256 | val_loss: 0.0311442 | Time: 10845.9 ms [2022-04-03 14:41:34 main:574] : INFO : Epoch 1854 | loss: 0.0311234 | val_loss: 0.0311444 | Time: 10922.7 ms [2022-04-03 14:41:55 main:574] : INFO : Epoch 1855 | loss: 0.0311228 | val_loss: 0.0311477 | Time: 20496.5 ms [2022-04-03 14:42:05 main:574] : INFO : Epoch 1856 | loss: 0.0311239 | val_loss: 0.0311464 | Time: 10493.3 ms [2022-04-03 14:42:16 main:574] : INFO : Epoch 1857 | loss: 0.0311231 | val_loss: 0.0311523 | Time: 10647 ms [2022-04-03 14:42:27 main:574] : INFO : Epoch 1858 | loss: 0.0311281 | val_loss: 0.0311563 | Time: 10644.4 ms [2022-04-03 14:42:37 main:574] : INFO : Epoch 1859 | loss: 0.0311258 | val_loss: 0.0311427 | Time: 10389.4 ms [2022-04-03 14:42:48 main:574] : INFO : Epoch 1860 | loss: 0.0311213 | val_loss: 0.0311441 | Time: 11429.8 ms [2022-04-03 14:42:59 main:574] : INFO : Epoch 1861 | loss: 0.031123 | val_loss: 0.0311467 | Time: 10148.9 ms [2022-04-03 14:43:12 main:574] : INFO : Epoch 1862 | loss: 0.0311247 | val_loss: 0.0311498 | Time: 13484.6 ms [2022-04-03 14:43:24 main:574] : INFO : Epoch 1863 | loss: 0.0311245 | val_loss: 0.0311444 | Time: 11416.4 ms [2022-04-03 14:43:37 main:574] : INFO : Epoch 1864 | loss: 0.0311241 | val_loss: 0.0311446 | Time: 13114.5 ms [2022-04-03 14:43:48 main:574] : INFO : Epoch 1865 | loss: 0.0311224 | val_loss: 0.0311464 | Time: 11686.1 ms [2022-04-03 14:44:00 main:574] : INFO : Epoch 1866 | loss: 0.0311226 | val_loss: 0.0311475 | Time: 11937.4 ms [2022-04-03 14:44:12 main:574] : INFO : Epoch 1867 | loss: 0.031122 | val_loss: 0.0311492 | Time: 11205.7 ms [2022-04-03 14:44:22 main:574] : INFO : Epoch 1868 | loss: 0.0311229 | val_loss: 0.0311474 | Time: 10183.2 ms [2022-04-03 14:44:37 main:574] : INFO : Epoch 1869 | loss: 0.0311231 | val_loss: 0.0311444 | Time: 15041.3 ms [2022-04-03 14:44:48 main:574] : INFO : Epoch 1870 | loss: 0.0311239 | val_loss: 0.0311453 | Time: 11203.6 ms [2022-04-03 14:45:01 main:574] : INFO : Epoch 1871 | loss: 0.031124 | val_loss: 0.0311456 | Time: 13324.5 ms [2022-04-03 14:45:12 main:574] : INFO : Epoch 1872 | loss: 0.0311218 | val_loss: 0.031144 | Time: 10578.4 ms [2022-04-03 14:45:24 main:574] : INFO : Epoch 1873 | loss: 0.0311274 | val_loss: 0.0311491 | Time: 12105.3 ms [2022-04-03 14:45:39 main:574] : INFO : Epoch 1874 | loss: 0.031126 | val_loss: 0.0311498 | Time: 14708 ms [2022-04-03 14:45:50 main:574] : INFO : Epoch 1875 | loss: 0.0311288 | val_loss: 0.0311443 | Time: 11035.7 ms [2022-04-03 14:46:01 main:574] : INFO : Epoch 1876 | loss: 0.0311274 | val_loss: 0.0311416 | Time: 11520.2 ms [2022-04-03 14:46:12 main:574] : INFO : Epoch 1877 | loss: 0.0311258 | val_loss: 0.0311453 | Time: 10680.2 ms [2022-04-03 14:46:23 main:574] : INFO : Epoch 1878 | loss: 0.0311266 | val_loss: 0.0311505 | Time: 10522.2 ms [2022-04-03 14:46:35 main:574] : INFO : Epoch 1879 | loss: 0.0311266 | val_loss: 0.0311499 | Time: 12474.4 ms [2022-04-03 14:46:47 main:574] : INFO : Epoch 1880 | loss: 0.0311276 | val_loss: 0.0311503 | Time: 11801.2 ms [2022-04-03 14:46:58 main:574] : INFO : Epoch 1881 | loss: 0.0311298 | val_loss: 0.0311488 | Time: 11588.1 ms [2022-04-03 14:47:09 main:574] : INFO : Epoch 1882 | loss: 0.0311261 | val_loss: 0.0311445 | Time: 10902.1 ms [2022-04-03 14:47:23 main:574] : INFO : Epoch 1883 | loss: 0.0311236 | val_loss: 0.0311442 | Time: 13289.9 ms [2022-04-03 14:47:45 main:574] : INFO : Epoch 1884 | loss: 0.0311227 | val_loss: 0.0311477 | Time: 22681.5 ms [2022-04-03 14:48:12 main:574] : INFO : Epoch 1885 | loss: 0.0311241 | val_loss: 0.0311529 | Time: 26461.2 ms [2022-04-03 14:48:26 main:574] : INFO : Epoch 1886 | loss: 0.0311361 | val_loss: 0.0311477 | Time: 13842.4 ms [2022-04-03 14:48:42 main:574] : INFO : Epoch 1887 | loss: 0.0311332 | val_loss: 0.0311482 | Time: 15927.5 ms [2022-04-03 14:49:03 main:574] : INFO : Epoch 1888 | loss: 0.0311305 | val_loss: 0.0311468 | Time: 21628.9 ms [2022-04-03 14:49:19 main:574] : INFO : Epoch 1889 | loss: 0.0311315 | val_loss: 0.0311466 | Time: 15867.9 ms [2022-04-03 14:49:31 main:574] : INFO : Epoch 1890 | loss: 0.0311318 | val_loss: 0.031147 | Time: 12321.2 ms [2022-04-03 14:49:43 main:574] : INFO : Epoch 1891 | loss: 0.0311293 | val_loss: 0.0311455 | Time: 11756.3 ms [2022-04-03 14:49:54 main:574] : INFO : Epoch 1892 | loss: 0.031128 | val_loss: 0.0311483 | Time: 10628.4 ms [2022-04-03 14:50:04 main:574] : INFO : Epoch 1893 | loss: 0.0311334 | val_loss: 0.0311479 | Time: 9980.04 ms [2022-04-03 14:50:14 main:574] : INFO : Epoch 1894 | loss: 0.0311356 | val_loss: 0.0311463 | Time: 10433.4 ms [2022-04-03 14:50:24 main:574] : INFO : Epoch 1895 | loss: 0.0311376 | val_loss: 0.0311493 | Time: 9675.55 ms [2022-04-03 14:50:34 main:574] : INFO : Epoch 1896 | loss: 0.0311342 | val_loss: 0.0311451 | Time: 9663.62 ms [2022-04-03 14:50:44 main:574] : INFO : Epoch 1897 | loss: 0.0311358 | val_loss: 0.0311555 | Time: 10026.5 ms [2022-04-03 14:50:54 main:574] : INFO : Epoch 1898 | loss: 0.031137 | val_loss: 0.0311511 | Time: 10764.4 ms [2022-04-03 14:51:09 main:574] : INFO : Epoch 1899 | loss: 0.0311364 | val_loss: 0.0311524 | Time: 14624.3 ms [2022-04-03 14:51:21 main:574] : INFO : Epoch 1900 | loss: 0.0311354 | val_loss: 0.0311506 | Time: 11575.4 ms [2022-04-03 14:51:32 main:574] : INFO : Epoch 1901 | loss: 0.0311321 | val_loss: 0.0311453 | Time: 11369.2 ms [2022-04-03 14:51:43 main:574] : INFO : Epoch 1902 | loss: 0.0311307 | val_loss: 0.031147 | Time: 11479 ms [2022-04-03 14:51:54 main:574] : INFO : Epoch 1903 | loss: 0.0311298 | val_loss: 0.0311469 | Time: 10783.8 ms [2022-04-03 14:52:04 main:574] : INFO : Epoch 1904 | loss: 0.0311295 | val_loss: 0.0311437 | Time: 10136.8 ms [2022-04-03 14:52:15 main:574] : INFO : Epoch 1905 | loss: 0.0311283 | val_loss: 0.0311462 | Time: 10654.2 ms [2022-04-03 14:52:27 main:574] : INFO : Epoch 1906 | loss: 0.0311283 | val_loss: 0.0311454 | Time: 11911.8 ms [2022-04-03 14:52:38 main:574] : INFO : Epoch 1907 | loss: 0.0311292 | val_loss: 0.0311465 | Time: 10605.6 ms [2022-04-03 14:52:48 main:574] : INFO : Epoch 1908 | loss: 0.0311312 | val_loss: 0.0311516 | Time: 10085.7 ms [2022-04-03 14:52:58 main:574] : INFO : Epoch 1909 | loss: 0.0311305 | val_loss: 0.0311512 | Time: 10169.9 ms [2022-04-03 14:53:09 main:574] : INFO : Epoch 1910 | loss: 0.03113 | val_loss: 0.0311475 | Time: 10743.1 ms [2022-04-03 14:53:29 main:574] : INFO : Epoch 1911 | loss: 0.0311268 | val_loss: 0.0311485 | Time: 20358.4 ms [2022-04-03 14:53:39 main:574] : INFO : Epoch 1912 | loss: 0.0311262 | val_loss: 0.0311485 | Time: 10400.6 ms [2022-04-03 14:53:49 main:574] : INFO : Epoch 1913 | loss: 0.0311264 | val_loss: 0.0311468 | Time: 9948.73 ms [2022-04-03 14:53:59 main:574] : INFO : Epoch 1914 | loss: 0.0311302 | val_loss: 0.0311522 | Time: 9881.55 ms [2022-04-03 14:54:09 main:574] : INFO : Epoch 1915 | loss: 0.0311306 | val_loss: 0.0311507 | Time: 9738.22 ms [2022-04-03 14:54:19 main:574] : INFO : Epoch 1916 | loss: 0.0311309 | val_loss: 0.0311474 | Time: 9710.96 ms [2022-04-03 14:54:29 main:574] : INFO : Epoch 1917 | loss: 0.0311297 | val_loss: 0.0311468 | Time: 9863.8 ms [2022-04-03 14:54:38 main:574] : INFO : Epoch 1918 | loss: 0.0311277 | val_loss: 0.0311477 | Time: 9796.33 ms [2022-04-03 14:54:48 main:574] : INFO : Epoch 1919 | loss: 0.0311279 | val_loss: 0.0311445 | Time: 10088.8 ms [2022-04-03 14:54:58 main:574] : INFO : Epoch 1920 | loss: 0.0311271 | val_loss: 0.0311452 | Time: 9612.52 ms [2022-04-03 14:55:08 main:574] : INFO : Epoch 1921 | loss: 0.0311272 | val_loss: 0.0311461 | Time: 10057.8 ms [2022-04-03 14:55:18 main:574] : INFO : Epoch 1922 | loss: 0.0311261 | val_loss: 0.0311434 | Time: 9740.69 ms [2022-04-03 14:55:28 main:574] : INFO : Epoch 1923 | loss: 0.0311245 | val_loss: 0.0311469 | Time: 9946.05 ms [2022-04-03 14:55:37 main:574] : INFO : Epoch 1924 | loss: 0.0311258 | val_loss: 0.031146 | Time: 9645.76 ms [2022-04-03 14:55:47 main:574] : INFO : Epoch 1925 | loss: 0.0311306 | val_loss: 0.0311493 | Time: 9594.86 ms [2022-04-03 14:55:57 main:574] : INFO : Epoch 1926 | loss: 0.0311292 | val_loss: 0.0311506 | Time: 9705.09 ms [2022-04-03 14:56:07 main:574] : INFO : Epoch 1927 | loss: 0.0311282 | val_loss: 0.0311469 | Time: 10023.9 ms [2022-04-03 14:56:17 main:574] : INFO : Epoch 1928 | loss: 0.031132 | val_loss: 0.0311512 | Time: 9935.19 ms [2022-04-03 14:56:26 main:574] : INFO : Epoch 1929 | loss: 0.0311314 | val_loss: 0.0311533 | Time: 9660.73 ms [2022-04-03 14:56:36 main:574] : INFO : Epoch 1930 | loss: 0.0311303 | val_loss: 0.0311512 | Time: 9891.38 ms [2022-04-03 14:56:46 main:574] : INFO : Epoch 1931 | loss: 0.0311287 | val_loss: 0.0311499 | Time: 9776.74 ms [2022-04-03 14:56:56 main:574] : INFO : Epoch 1932 | loss: 0.0311273 | val_loss: 0.0311471 | Time: 9851.47 ms [2022-04-03 14:57:06 main:574] : INFO : Epoch 1933 | loss: 0.0311261 | val_loss: 0.0311499 | Time: 10042.5 ms [2022-04-03 14:57:16 main:574] : INFO : Epoch 1934 | loss: 0.0311265 | val_loss: 0.031148 | Time: 9768.3 ms [2022-04-03 14:57:26 main:574] : INFO : Epoch 1935 | loss: 0.0311275 | val_loss: 0.0311458 | Time: 10649 ms [2022-04-03 14:57:36 main:574] : INFO : Epoch 1936 | loss: 0.0311278 | val_loss: 0.031146 | Time: 9996.25 ms [2022-04-03 14:57:46 main:574] : INFO : Epoch 1937 | loss: 0.0311282 | val_loss: 0.0311445 | Time: 10033.4 ms [2022-04-03 14:57:56 main:574] : INFO : Epoch 1938 | loss: 0.0311321 | val_loss: 0.0311467 | Time: 9886.44 ms [2022-04-03 14:58:06 main:574] : INFO : Epoch 1939 | loss: 0.0311329 | val_loss: 0.0311497 | Time: 10068 ms [2022-04-03 14:58:16 main:574] : INFO : Epoch 1940 | loss: 0.0311275 | val_loss: 0.0311476 | Time: 9805.71 ms [2022-04-03 14:58:26 main:574] : INFO : Epoch 1941 | loss: 0.0311265 | val_loss: 0.0311484 | Time: 9999.92 ms [2022-04-03 14:58:36 main:574] : INFO : Epoch 1942 | loss: 0.0311288 | val_loss: 0.03115 | Time: 9745.56 ms [2022-04-03 14:58:46 main:574] : INFO : Epoch 1943 | loss: 0.0311302 | val_loss: 0.0311466 | Time: 9731.88 ms [2022-04-03 14:58:57 main:574] : INFO : Epoch 1944 | loss: 0.031127 | val_loss: 0.0311529 | Time: 11091.5 ms [2022-04-03 14:59:08 main:574] : INFO : Epoch 1945 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 11391.6 ms [2022-04-03 14:59:19 main:574] : INFO : Epoch 1946 | loss: 0.0311279 | val_loss: 0.0311467 | Time: 10970.6 ms [2022-04-03 14:59:30 main:574] : INFO : Epoch 1947 | loss: 0.0311258 | val_loss: 0.0311461 | Time: 11006.2 ms [2022-04-03 14:59:41 main:574] : INFO : Epoch 1948 | loss: 0.0311249 | val_loss: 0.031148 | Time: 11058.7 ms [2022-04-03 14:59:52 main:574] : INFO : Epoch 1949 | loss: 0.031127 | val_loss: 0.0311486 | Time: 11087 ms [2022-04-03 15:00:04 main:574] : INFO : Epoch 1950 | loss: 0.0311253 | val_loss: 0.0311533 | Time: 11378.6 ms [2022-04-03 15:00:15 main:574] : INFO : Epoch 1951 | loss: 0.0311243 | val_loss: 0.0311459 | Time: 11167 ms [2022-04-03 15:00:26 main:574] : INFO : Epoch 1952 | loss: 0.0311229 | val_loss: 0.0311484 | Time: 11021.1 ms [2022-04-03 15:00:37 main:574] : INFO : Epoch 1953 | loss: 0.0311243 | val_loss: 0.0311523 | Time: 10611.9 ms [2022-04-03 15:00:47 main:574] : INFO : Epoch 1954 | loss: 0.0311366 | val_loss: 0.0311489 | Time: 9990.83 ms [2022-04-03 15:00:57 main:574] : INFO : Epoch 1955 | loss: 0.0311347 | val_loss: 0.0311488 | Time: 10126.6 ms [2022-04-03 15:01:07 main:574] : INFO : Epoch 1956 | loss: 0.0311328 | val_loss: 0.0311497 | Time: 10224.2 ms [2022-04-03 15:01:17 main:574] : INFO : Epoch 1957 | loss: 0.0311325 | val_loss: 0.0311466 | Time: 9953.68 ms [2022-04-03 15:01:27 main:574] : INFO : Epoch 1958 | loss: 0.03113 | val_loss: 0.0311477 | Time: 10078.9 ms [2022-04-03 15:01:37 main:574] : INFO : Epoch 1959 | loss: 0.031128 | val_loss: 0.0311439 | Time: 10129.4 ms [2022-04-03 15:01:47 main:574] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.0311454 | Time: 9962.35 ms [2022-04-03 15:01:57 main:574] : INFO : Epoch 1961 | loss: 0.0311263 | val_loss: 0.0311454 | Time: 9755.08 ms [2022-04-03 15:02:07 main:574] : INFO : Epoch 1962 | loss: 0.0311283 | val_loss: 0.0311472 | Time: 10124 ms [2022-04-03 15:02:17 main:574] : INFO : Epoch 1963 | loss: 0.0311287 | val_loss: 0.0311548 | Time: 10130.8 ms [2022-04-03 15:02:28 main:574] : INFO : Epoch 1964 | loss: 0.0311273 | val_loss: 0.031147 | Time: 10788.3 ms [2022-04-03 15:02:39 main:574] : INFO : Epoch 1965 | loss: 0.0311251 | val_loss: 0.0311483 | Time: 10669 ms [2022-04-03 15:02:49 main:574] : INFO : Epoch 1966 | loss: 0.0311278 | val_loss: 0.0311495 | Time: 10558.9 ms [2022-04-03 15:02:59 main:574] : INFO : Epoch 1967 | loss: 0.0311259 | val_loss: 0.0311419 | Time: 9853.22 ms [2022-04-03 15:03:09 main:574] : INFO : Epoch 1968 | loss: 0.0311246 | val_loss: 0.0311417 | Time: 10420.6 ms [2022-04-03 15:03:20 main:574] : INFO : Epoch 1969 | loss: 0.0311236 | val_loss: 0.0311435 | Time: 10441.6 ms [2022-04-03 15:03:31 main:574] : INFO : Epoch 1970 | loss: 0.0311228 | val_loss: 0.0311452 | Time: 11456.2 ms [2022-04-03 15:03:43 main:574] : INFO : Epoch 1971 | loss: 0.0311221 | val_loss: 0.0311442 | Time: 11291.6 ms [2022-04-03 15:03:53 main:574] : INFO : Epoch 1972 | loss: 0.0311211 | val_loss: 0.031149 | Time: 10494.3 ms [2022-04-03 15:04:04 main:574] : INFO : Epoch 1973 | loss: 0.0311226 | val_loss: 0.0311435 | Time: 11162.6 ms [2022-04-03 15:04:25 main:574] : INFO : Epoch 1974 | loss: 0.0311222 | val_loss: 0.0311464 | Time: 20618.7 ms [2022-04-03 15:04:35 main:574] : INFO : Epoch 1975 | loss: 0.031122 | val_loss: 0.0311412 | Time: 10348.8 ms [2022-04-03 15:04:45 main:574] : INFO : Epoch 1976 | loss: 0.0311231 | val_loss: 0.0311444 | Time: 9966.52 ms [2022-04-03 15:04:55 main:574] : INFO : Epoch 1977 | loss: 0.0311231 | val_loss: 0.0311445 | Time: 9908.62 ms [2022-04-03 15:05:05 main:574] : INFO : Epoch 1978 | loss: 0.0311221 | val_loss: 0.0311423 | Time: 9946.14 ms [2022-04-03 15:05:15 main:574] : INFO : Epoch 1979 | loss: 0.0311206 | val_loss: 0.0311436 | Time: 9962.78 ms [2022-04-03 15:05:25 main:574] : INFO : Epoch 1980 | loss: 0.0311229 | val_loss: 0.0311528 | Time: 9826.49 ms [2022-04-03 15:05:35 main:574] : INFO : Epoch 1981 | loss: 0.0311249 | val_loss: 0.0311457 | Time: 9844.05 ms [2022-04-03 15:05:45 main:574] : INFO : Epoch 1982 | loss: 0.0311213 | val_loss: 0.0311451 | Time: 9968.92 ms [2022-04-03 15:05:56 main:574] : INFO : Epoch 1983 | loss: 0.0311204 | val_loss: 0.0311417 | Time: 11364 ms [2022-04-03 15:06:06 main:574] : INFO : Epoch 1984 | loss: 0.0311208 | val_loss: 0.0311443 | Time: 10278.6 ms [2022-04-03 15:06:17 main:574] : INFO : Epoch 1985 | loss: 0.0311213 | val_loss: 0.031145 | Time: 10406.6 ms [2022-04-03 15:06:28 main:574] : INFO : Epoch 1986 | loss: 0.0311222 | val_loss: 0.0311445 | Time: 11025.5 ms [2022-04-03 15:06:39 main:574] : INFO : Epoch 1987 | loss: 0.0311223 | val_loss: 0.0311458 | Time: 10836.7 ms [2022-04-03 15:06:49 main:574] : INFO : Epoch 1988 | loss: 0.0311254 | val_loss: 0.0311507 | Time: 10483.9 ms [2022-04-03 15:07:00 main:574] : INFO : Epoch 1989 | loss: 0.0311238 | val_loss: 0.0311468 | Time: 10338.8 ms [2022-04-03 15:07:11 main:574] : INFO : Epoch 1990 | loss: 0.0311196 | val_loss: 0.0311431 | Time: 11253.5 ms [2022-04-03 15:07:21 main:574] : INFO : Epoch 1991 | loss: 0.031119 | val_loss: 0.031147 | Time: 10365.7 ms [2022-04-03 15:07:31 main:574] : INFO : Epoch 1992 | loss: 0.031123 | val_loss: 0.0311486 | Time: 10024.8 ms [2022-04-03 15:07:41 main:574] : INFO : Epoch 1993 | loss: 0.0311226 | val_loss: 0.0311454 | Time: 10033.6 ms [2022-04-03 15:07:51 main:574] : INFO : Epoch 1994 | loss: 0.0311203 | val_loss: 0.031145 | Time: 9931.85 ms [2022-04-03 15:08:01 main:574] : INFO : Epoch 1995 | loss: 0.0311198 | val_loss: 0.0311455 | Time: 10031.8 ms [2022-04-03 15:08:12 main:574] : INFO : Epoch 1996 | loss: 0.0311189 | val_loss: 0.0311435 | Time: 10620.6 ms [2022-04-03 15:08:23 main:574] : INFO : Epoch 1997 | loss: 0.0311187 | val_loss: 0.0311477 | Time: 10795.9 ms [2022-04-03 15:08:34 main:574] : INFO : Epoch 1998 | loss: 0.0311199 | val_loss: 0.0311507 | Time: 11339.1 ms [2022-04-03 15:08:45 main:574] : INFO : Epoch 1999 | loss: 0.0311194 | val_loss: 0.0311475 | Time: 10853.2 ms [2022-04-03 15:08:56 main:574] : INFO : Epoch 2000 | loss: 0.0311188 | val_loss: 0.031149 | Time: 10928.7 ms [2022-04-03 15:09:07 main:574] : INFO : Epoch 2001 | loss: 0.0311192 | val_loss: 0.0311464 | Time: 10849.2 ms [2022-04-03 15:09:19 main:574] : INFO : Epoch 2002 | loss: 0.031118 | val_loss: 0.0311448 | Time: 12230.9 ms [2022-04-03 15:09:32 main:574] : INFO : Epoch 2003 | loss: 0.0311182 | val_loss: 0.0311549 | Time: 13110.6 ms [2022-04-03 15:09:45 main:574] : INFO : Epoch 2004 | loss: 0.031121 | val_loss: 0.031144 | Time: 12615 ms [2022-04-03 15:10:16 main:574] : INFO : Epoch 2005 | loss: 0.0311181 | val_loss: 0.0311439 | Time: 30816 ms [2022-04-03 15:10:27 main:574] : INFO : Epoch 2006 | loss: 0.0311184 | val_loss: 0.031145 | Time: 11420.6 ms [2022-04-03 15:10:38 main:574] : INFO : Epoch 2007 | loss: 0.0311173 | val_loss: 0.031148 | Time: 11141.1 ms [2022-04-03 15:10:50 main:574] : INFO : Epoch 2008 | loss: 0.0311169 | val_loss: 0.0311419 | Time: 11553.8 ms [2022-04-03 15:11:00 main:574] : INFO : Epoch 2009 | loss: 0.0311187 | val_loss: 0.0311471 | Time: 10665.4 ms [2022-04-03 15:11:11 main:574] : INFO : Epoch 2010 | loss: 0.0311159 | val_loss: 0.031145 | Time: 10880.9 ms [2022-04-03 15:11:21 main:574] : INFO : Epoch 2011 | loss: 0.0311186 | val_loss: 0.0311454 | Time: 10194.6 ms [2022-04-03 15:11:31 main:574] : INFO : Epoch 2012 | loss: 0.0311155 | val_loss: 0.0311459 | Time: 9867.48 ms [2022-04-03 15:11:41 main:574] : INFO : Epoch 2013 | loss: 0.031117 | val_loss: 0.0311457 | Time: 9745.01 ms [2022-04-03 15:11:51 main:574] : INFO : Epoch 2014 | loss: 0.0311174 | val_loss: 0.0311448 | Time: 9630.57 ms [2022-04-03 15:12:01 main:574] : INFO : Epoch 2015 | loss: 0.031118 | val_loss: 0.0311488 | Time: 10207.4 ms [2022-04-03 15:12:11 main:574] : INFO : Epoch 2016 | loss: 0.0311177 | val_loss: 0.0311504 | Time: 10254.9 ms [2022-04-03 15:12:21 main:574] : INFO : Epoch 2017 | loss: 0.0311171 | val_loss: 0.0311508 | Time: 9910.44 ms [2022-04-03 15:12:31 main:574] : INFO : Epoch 2018 | loss: 0.0311161 | val_loss: 0.0311442 | Time: 10084.3 ms [2022-04-03 15:12:41 main:574] : INFO : Epoch 2019 | loss: 0.0311228 | val_loss: 0.0311473 | Time: 9923.71 ms [2022-04-03 15:12:51 main:574] : INFO : Epoch 2020 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 10358.3 ms [2022-04-03 15:13:02 main:574] : INFO : Epoch 2021 | loss: 0.0311312 | val_loss: 0.0311526 | Time: 10623.4 ms [2022-04-03 15:13:14 main:574] : INFO : Epoch 2022 | loss: 0.0311275 | val_loss: 0.0311477 | Time: 12210.1 ms [2022-04-03 15:13:27 main:574] : INFO : Epoch 2023 | loss: 0.0311246 | val_loss: 0.0311462 | Time: 12259.5 ms [2022-04-03 15:13:40 main:574] : INFO : Epoch 2024 | loss: 0.0311256 | val_loss: 0.0311422 | Time: 13661.5 ms [2022-04-03 15:13:54 main:574] : INFO : Epoch 2025 | loss: 0.0311251 | val_loss: 0.031144 | Time: 13982.5 ms [2022-04-03 15:14:07 main:574] : INFO : Epoch 2026 | loss: 0.0311223 | val_loss: 0.031145 | Time: 12935.6 ms [2022-04-03 15:14:24 main:574] : INFO : Epoch 2027 | loss: 0.0311226 | val_loss: 0.0311493 | Time: 17026.1 ms [2022-04-03 15:14:40 main:574] : INFO : Epoch 2028 | loss: 0.0311218 | val_loss: 0.031143 | Time: 15657.2 ms [2022-04-03 15:14:53 main:574] : INFO : Epoch 2029 | loss: 0.0311227 | val_loss: 0.0311536 | Time: 13311.2 ms [2022-04-03 15:15:04 main:574] : INFO : Epoch 2030 | loss: 0.0311223 | val_loss: 0.0311445 | Time: 10588.3 ms [2022-04-03 15:15:15 main:574] : INFO : Epoch 2031 | loss: 0.0311188 | val_loss: 0.0311436 | Time: 10931.2 ms [2022-04-03 15:15:36 main:574] : INFO : Epoch 2032 | loss: 0.0311185 | val_loss: 0.031153 | Time: 21676.1 ms [2022-04-03 15:15:50 main:574] : INFO : Epoch 2033 | loss: 0.0311191 | val_loss: 0.0311409 | Time: 13349.6 ms [2022-04-03 15:16:03 main:574] : INFO : Epoch 2034 | loss: 0.0311173 | val_loss: 0.0311442 | Time: 13539.9 ms [2022-04-03 15:16:15 main:574] : INFO : Epoch 2035 | loss: 0.0311144 | val_loss: 0.0311468 | Time: 11519.6 ms [2022-04-03 15:16:26 main:574] : INFO : Epoch 2036 | loss: 0.0311129 | val_loss: 0.0311454 | Time: 11471.4 ms [2022-04-03 15:16:38 main:574] : INFO : Epoch 2037 | loss: 0.0311126 | val_loss: 0.031144 | Time: 11818.4 ms [2022-04-03 15:16:51 main:574] : INFO : Epoch 2038 | loss: 0.0311277 | val_loss: 0.0311454 | Time: 12535.4 ms [2022-04-03 15:17:03 main:574] : INFO : Epoch 2039 | loss: 0.031129 | val_loss: 0.0311437 | Time: 11972.6 ms [2022-04-03 15:17:14 main:574] : INFO : Epoch 2040 | loss: 0.0311271 | val_loss: 0.031144 | Time: 11765.2 ms [2022-04-03 15:17:26 main:574] : INFO : Epoch 2041 | loss: 0.0311236 | val_loss: 0.0311489 | Time: 11887.6 ms [2022-04-03 15:17:38 main:574] : INFO : Epoch 2042 | loss: 0.0311237 | val_loss: 0.031146 | Time: 11574.8 ms [2022-04-03 15:17:49 main:574] : INFO : Epoch 2043 | loss: 0.0311239 | val_loss: 0.0311473 | Time: 11525 ms [2022-04-03 15:18:02 main:574] : INFO : Epoch 2044 | loss: 0.0311309 | val_loss: 0.0311407 | Time: 12098.3 ms [2022-04-03 15:18:13 main:574] : INFO : Epoch 2045 | loss: 0.0311299 | val_loss: 0.0311422 | Time: 11663 ms [2022-04-03 15:18:25 main:574] : INFO : Epoch 2046 | loss: 0.0311274 | val_loss: 0.0311428 | Time: 11950.5 ms [2022-04-03 15:18:37 main:574] : INFO : Epoch 2047 | loss: 0.0311291 | val_loss: 0.0311465 | Time: 11854.9 ms [2022-04-03 15:18:49 main:574] : INFO : Epoch 2048 | loss: 0.0311285 | val_loss: 0.0311444 | Time: 12145.2 ms [2022-04-03 15:18:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311444 [2022-04-03 15:18:49 main:603] : INFO : Saving end state to config to file [2022-04-03 15:18:49 main:608] : INFO : Success, exiting.. 15:18:49 (21300): 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)