Task 14619152
| Name | ParityModified-1647045633-20687-3-0_0 |
| Workunit | 11639032 |
| Created | 13 Apr 2022, 8:40:00 UTC |
| Sent | 13 Apr 2022, 8:40:13 UTC |
| Report deadline | 21 Apr 2022, 8:40:13 UTC |
| Received | 13 Apr 2022, 14:45:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 57 min 46 sec |
| CPU time | 4 hours 12 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> | Time: 10572.4 ms [2022-04-13 09:09:32 main:581] : INFO : Epoch 1538 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 10600.3 ms [2022-04-13 09:09:43 main:581] : INFO : Epoch 1539 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 10501.6 ms [2022-04-13 09:09:53 main:581] : INFO : Epoch 1540 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 10725.8 ms [2022-04-13 09:10:04 main:581] : INFO : Epoch 1541 | loss: 0.0312317 | val_loss: 0.0312295 | Time: 10495.4 ms [2022-04-13 09:10:14 main:581] : INFO : Epoch 1542 | loss: 0.0312313 | val_loss: 0.0312294 | Time: 10502.8 ms [2022-04-13 09:10:25 main:581] : INFO : Epoch 1543 | loss: 0.0312313 | val_loss: 0.0312292 | Time: 10622.5 ms [2022-04-13 09:10:36 main:581] : INFO : Epoch 1544 | loss: 0.031231 | val_loss: 0.0312292 | Time: 10628.9 ms [2022-04-13 09:10:46 main:581] : INFO : Epoch 1545 | loss: 0.031231 | val_loss: 0.0312291 | Time: 10579.7 ms [2022-04-13 09:10:57 main:581] : INFO : Epoch 1546 | loss: 0.0312307 | val_loss: 0.0312289 | Time: 10590.8 ms [2022-04-13 09:11:07 main:581] : INFO : Epoch 1547 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 10527.6 ms [2022-04-13 09:11:18 main:581] : INFO : Epoch 1548 | loss: 0.0312308 | val_loss: 0.0312291 | Time: 10507.2 ms [2022-04-13 09:11:28 main:581] : INFO : Epoch 1549 | loss: 0.0312305 | val_loss: 0.0312288 | Time: 10423.1 ms [2022-04-13 09:11:39 main:581] : INFO : Epoch 1550 | loss: 0.0312304 | val_loss: 0.0312285 | Time: 10488.2 ms [2022-04-13 09:11:49 main:581] : INFO : Epoch 1551 | loss: 0.0312302 | val_loss: 0.0312285 | Time: 10680.3 ms [2022-04-13 09:12:00 main:581] : INFO : Epoch 1552 | loss: 0.0312302 | val_loss: 0.0312285 | Time: 10575.8 ms [2022-04-13 09:12:10 main:581] : INFO : Epoch 1553 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 10470.9 ms [2022-04-13 09:12:21 main:581] : INFO : Epoch 1554 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 10654.6 ms [2022-04-13 09:12:32 main:581] : INFO : Epoch 1555 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 10582.5 ms [2022-04-13 09:12:42 main:581] : INFO : Epoch 1556 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 10500.3 ms [2022-04-13 09:12:53 main:581] : INFO : Epoch 1557 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 10603 ms [2022-04-13 09:13:03 main:581] : INFO : Epoch 1558 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 10516.6 ms [2022-04-13 09:13:14 main:581] : INFO : Epoch 1559 | loss: 0.0312296 | val_loss: 0.0312281 | Time: 10675.1 ms [2022-04-13 09:13:25 main:581] : INFO : Epoch 1560 | loss: 0.0312299 | val_loss: 0.0312284 | Time: 10543.8 ms [2022-04-13 09:13:35 main:581] : INFO : Epoch 1561 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 10712.1 ms [2022-04-13 09:13:46 main:581] : INFO : Epoch 1562 | loss: 0.0312295 | val_loss: 0.0312279 | Time: 10576 ms [2022-04-13 09:13:56 main:581] : INFO : Epoch 1563 | loss: 0.0312294 | val_loss: 0.031228 | Time: 10623 ms [2022-04-13 09:14:07 main:581] : INFO : Epoch 1564 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 10498.3 ms [2022-04-13 09:14:18 main:581] : INFO : Epoch 1565 | loss: 0.0312296 | val_loss: 0.0312278 | Time: 10586.3 ms [2022-04-13 09:14:28 main:581] : INFO : Epoch 1566 | loss: 0.0312295 | val_loss: 0.031228 | Time: 10633.4 ms [2022-04-13 09:14:39 main:581] : INFO : Epoch 1567 | loss: 0.0312294 | val_loss: 0.0312281 | Time: 10486.2 ms [2022-04-13 09:14:49 main:581] : INFO : Epoch 1568 | loss: 0.0312293 | val_loss: 0.0312277 | Time: 10591.6 ms [2022-04-13 09:15:00 main:581] : INFO : Epoch 1569 | loss: 0.0312292 | val_loss: 0.0312277 | Time: 10693.6 ms [2022-04-13 09:15:10 main:581] : INFO : Epoch 1570 | loss: 0.0312292 | val_loss: 0.0312276 | Time: 10530.3 ms [2022-04-13 09:15:21 main:581] : INFO : Epoch 1571 | loss: 0.031229 | val_loss: 0.0312276 | Time: 10617.3 ms [2022-04-13 09:15:32 main:581] : INFO : Epoch 1572 | loss: 0.0312291 | val_loss: 0.0312277 | Time: 10517.9 ms [2022-04-13 09:15:42 main:581] : INFO : Epoch 1573 | loss: 0.031229 | val_loss: 0.0312276 | Time: 10628.3 ms [2022-04-13 09:15:53 main:581] : INFO : Epoch 1574 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 10676.3 ms [2022-04-13 09:16:04 main:581] : INFO : Epoch 1575 | loss: 0.0312292 | val_loss: 0.0312276 | Time: 10621.5 ms [2022-04-13 09:16:14 main:581] : INFO : Epoch 1576 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 10546 ms [2022-04-13 09:16:25 main:581] : INFO : Epoch 1577 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 10540.8 ms [2022-04-13 09:16:35 main:581] : INFO : Epoch 1578 | loss: 0.031229 | val_loss: 0.0312276 | Time: 10837.9 ms [2022-04-13 09:16:46 main:581] : INFO : Epoch 1579 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 10695.6 ms [2022-04-13 09:16:57 main:581] : INFO : Epoch 1580 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 10752.8 ms [2022-04-13 09:17:08 main:581] : INFO : Epoch 1581 | loss: 0.0312289 | val_loss: 0.0312274 | Time: 10720.7 ms [2022-04-13 09:17:18 main:581] : INFO : Epoch 1582 | loss: 0.031229 | val_loss: 0.0312275 | Time: 10712.7 ms [2022-04-13 09:17:29 main:581] : INFO : Epoch 1583 | loss: 0.0312287 | val_loss: 0.0312275 | Time: 10535.6 ms [2022-04-13 09:17:40 main:581] : INFO : Epoch 1584 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 10612.4 ms [2022-04-13 09:17:50 main:581] : INFO : Epoch 1585 | loss: 0.0312288 | val_loss: 0.0312277 | Time: 10675.3 ms [2022-04-13 09:18:01 main:581] : INFO : Epoch 1586 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 10489.6 ms [2022-04-13 09:18:11 main:581] : INFO : Epoch 1587 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 10654 ms [2022-04-13 09:18:22 main:581] : INFO : Epoch 1588 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 10565.5 ms [2022-04-13 09:18:32 main:581] : INFO : Epoch 1589 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 10510.7 ms [2022-04-13 09:18:43 main:581] : INFO : Epoch 1590 | loss: 0.0312288 | val_loss: 0.0312277 | Time: 10444.8 ms [2022-04-13 09:18:53 main:581] : INFO : Epoch 1591 | loss: 0.0312288 | val_loss: 0.0312279 | Time: 10598.3 ms [2022-04-13 09:19:04 main:581] : INFO : Epoch 1592 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 10689.6 ms [2022-04-13 09:19:15 main:581] : INFO : Epoch 1593 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 10583.5 ms [2022-04-13 09:19:25 main:581] : INFO : Epoch 1594 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 10502.4 ms [2022-04-13 09:19:36 main:581] : INFO : Epoch 1595 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 10633.7 ms [2022-04-13 09:19:46 main:581] : INFO : Epoch 1596 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 10056.1 ms [2022-04-13 09:19:56 main:581] : INFO : Epoch 1597 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 10157.1 ms [2022-04-13 09:20:06 main:581] : INFO : Epoch 1598 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 9945.04 ms [2022-04-13 09:20:16 main:581] : INFO : Epoch 1599 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 10243.4 ms [2022-04-13 09:20:27 main:581] : INFO : Epoch 1600 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 10285 ms [2022-04-13 09:20:37 main:581] : INFO : Epoch 1601 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 10366 ms [2022-04-13 09:20:47 main:581] : INFO : Epoch 1602 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 10119.1 ms [2022-04-13 09:20:57 main:581] : INFO : Epoch 1603 | loss: 0.0312284 | val_loss: 0.0312276 | Time: 10436.1 ms [2022-04-13 09:21:08 main:581] : INFO : Epoch 1604 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 10205.4 ms [2022-04-13 09:21:17 main:581] : INFO : Epoch 1605 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 9267.08 ms [2022-04-13 09:21:26 main:581] : INFO : Epoch 1606 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 8983.85 ms [2022-04-13 09:21:37 main:581] : INFO : Epoch 1607 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 10607.8 ms [2022-04-13 09:21:47 main:581] : INFO : Epoch 1608 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 10665.4 ms [2022-04-13 09:21:58 main:581] : INFO : Epoch 1609 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10595.2 ms [2022-04-13 09:22:08 main:581] : INFO : Epoch 1610 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10695.1 ms [2022-04-13 09:22:19 main:581] : INFO : Epoch 1611 | loss: 0.0312282 | val_loss: 0.0312274 | Time: 10472.3 ms [2022-04-13 09:22:30 main:581] : INFO : Epoch 1612 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10547 ms [2022-04-13 09:22:40 main:581] : INFO : Epoch 1613 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 10618.4 ms [2022-04-13 09:22:51 main:581] : INFO : Epoch 1614 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 10617.2 ms [2022-04-13 09:23:01 main:581] : INFO : Epoch 1615 | loss: 0.0312282 | val_loss: 0.031227 | Time: 10515.8 ms [2022-04-13 09:23:12 main:581] : INFO : Epoch 1616 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 10567.5 ms [2022-04-13 09:23:22 main:581] : INFO : Epoch 1617 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 10602.3 ms [2022-04-13 09:23:33 main:581] : INFO : Epoch 1618 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 10520.7 ms [2022-04-13 09:23:43 main:581] : INFO : Epoch 1619 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10436.8 ms [2022-04-13 09:23:54 main:581] : INFO : Epoch 1620 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 10506.9 ms [2022-04-13 09:24:04 main:581] : INFO : Epoch 1621 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 10357.4 ms [2022-04-13 09:24:15 main:581] : INFO : Epoch 1622 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10713.2 ms [2022-04-13 09:24:25 main:581] : INFO : Epoch 1623 | loss: 0.0312281 | val_loss: 0.0312271 | Time: 10465.9 ms [2022-04-13 09:24:36 main:581] : INFO : Epoch 1624 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 10519.9 ms [2022-04-13 09:24:47 main:581] : INFO : Epoch 1625 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10594.4 ms [2022-04-13 09:24:57 main:581] : INFO : Epoch 1626 | loss: 0.0312283 | val_loss: 0.0312277 | Time: 10533.9 ms [2022-04-13 09:25:08 main:581] : INFO : Epoch 1627 | loss: 0.0312281 | val_loss: 0.0312271 | Time: 10615.2 ms [2022-04-13 09:25:18 main:581] : INFO : Epoch 1628 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 10358.3 ms [2022-04-13 09:25:29 main:581] : INFO : Epoch 1629 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 10612.8 ms [2022-04-13 09:25:39 main:581] : INFO : Epoch 1630 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 10530.8 ms [2022-04-13 09:25:50 main:581] : INFO : Epoch 1631 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 10516.1 ms [2022-04-13 09:26:00 main:581] : INFO : Epoch 1632 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 10157.5 ms [2022-04-13 09:26:10 main:581] : INFO : Epoch 1633 | loss: 0.0312281 | val_loss: 0.031227 | Time: 10353 ms [2022-04-13 09:26:21 main:581] : INFO : Epoch 1634 | loss: 0.031228 | val_loss: 0.0312276 | Time: 10677.1 ms [2022-04-13 09:26:31 main:581] : INFO : Epoch 1635 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 10435.8 ms [2022-04-13 09:26:42 main:581] : INFO : Epoch 1636 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10539.8 ms [2022-04-13 09:26:52 main:581] : INFO : Epoch 1637 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 10521.6 ms [2022-04-13 09:27:03 main:581] : INFO : Epoch 1638 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 10640.4 ms [2022-04-13 09:27:13 main:581] : INFO : Epoch 1639 | loss: 0.0312288 | val_loss: 0.031227 | Time: 9718.69 ms [2022-04-13 09:27:23 main:581] : INFO : Epoch 1640 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 9977.84 ms [2022-04-13 09:27:33 main:581] : INFO : Epoch 1641 | loss: 0.0312287 | val_loss: 0.0312282 | Time: 10355.6 ms [2022-04-13 09:27:43 main:581] : INFO : Epoch 1642 | loss: 0.0312285 | val_loss: 0.031227 | Time: 10357.5 ms [2022-04-13 09:27:54 main:581] : INFO : Epoch 1643 | loss: 0.031228 | val_loss: 0.0312271 | Time: 10424.6 ms [2022-04-13 09:28:04 main:581] : INFO : Epoch 1644 | loss: 0.0312279 | val_loss: 0.0312272 | Time: 10425 ms [2022-04-13 09:28:14 main:581] : INFO : Epoch 1645 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10001 ms [2022-04-13 09:28:24 main:581] : INFO : Epoch 1646 | loss: 0.031228 | val_loss: 0.0312276 | Time: 10013.2 ms [2022-04-13 09:28:35 main:581] : INFO : Epoch 1647 | loss: 0.0312282 | val_loss: 0.0312277 | Time: 10241.3 ms [2022-04-13 09:28:44 main:581] : INFO : Epoch 1648 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 9719.89 ms [2022-04-13 09:28:53 main:581] : INFO : Epoch 1649 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 8502.27 ms [2022-04-13 09:29:03 main:581] : INFO : Epoch 1650 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10611.1 ms [2022-04-13 09:29:14 main:581] : INFO : Epoch 1651 | loss: 0.0312279 | val_loss: 0.0312274 | Time: 10769.2 ms [2022-04-13 09:29:25 main:581] : INFO : Epoch 1652 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10707.2 ms [2022-04-13 09:29:35 main:581] : INFO : Epoch 1653 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 10487.9 ms [2022-04-13 09:29:46 main:581] : INFO : Epoch 1654 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 10563.8 ms [2022-04-13 09:29:57 main:581] : INFO : Epoch 1655 | loss: 0.031228 | val_loss: 0.0312268 | Time: 10573 ms [2022-04-13 09:30:07 main:581] : INFO : Epoch 1656 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 10662.6 ms [2022-04-13 09:30:18 main:581] : INFO : Epoch 1657 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10628.9 ms [2022-04-13 09:30:28 main:581] : INFO : Epoch 1658 | loss: 0.0312282 | val_loss: 0.0312275 | Time: 10515.3 ms [2022-04-13 09:30:39 main:581] : INFO : Epoch 1659 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 10677.5 ms [2022-04-13 09:30:50 main:581] : INFO : Epoch 1660 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 10524.2 ms [2022-04-13 09:31:00 main:581] : INFO : Epoch 1661 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10586.3 ms [2022-04-13 09:31:11 main:581] : INFO : Epoch 1662 | loss: 0.0312281 | val_loss: 0.031227 | Time: 10696.7 ms [2022-04-13 09:31:21 main:581] : INFO : Epoch 1663 | loss: 0.0312283 | val_loss: 0.0312274 | Time: 10621.8 ms [2022-04-13 09:31:32 main:581] : INFO : Epoch 1664 | loss: 0.031228 | val_loss: 0.031227 | Time: 10705.8 ms [2022-04-13 09:31:43 main:581] : INFO : Epoch 1665 | loss: 0.0312278 | val_loss: 0.031227 | Time: 10565.8 ms [2022-04-13 09:31:53 main:581] : INFO : Epoch 1666 | loss: 0.031228 | val_loss: 0.0312269 | Time: 10627.4 ms [2022-04-13 09:32:04 main:581] : INFO : Epoch 1667 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 10632.3 ms [2022-04-13 09:32:14 main:581] : INFO : Epoch 1668 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 10484 ms [2022-04-13 09:32:25 main:581] : INFO : Epoch 1669 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10596.4 ms [2022-04-13 09:32:36 main:581] : INFO : Epoch 1670 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 10459 ms [2022-04-13 09:32:46 main:581] : INFO : Epoch 1671 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 10587.9 ms [2022-04-13 09:32:57 main:581] : INFO : Epoch 1672 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 10617.2 ms [2022-04-13 09:33:07 main:581] : INFO : Epoch 1673 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 10735.6 ms [2022-04-13 09:33:18 main:581] : INFO : Epoch 1674 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10626.8 ms [2022-04-13 09:33:29 main:581] : INFO : Epoch 1675 | loss: 0.0312281 | val_loss: 0.0312275 | Time: 10535.7 ms [2022-04-13 09:33:39 main:581] : INFO : Epoch 1676 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10660.7 ms [2022-04-13 09:33:50 main:581] : INFO : Epoch 1677 | loss: 0.0312279 | val_loss: 0.031227 | Time: 10431.4 ms [2022-04-13 09:34:00 main:581] : INFO : Epoch 1678 | loss: 0.031228 | val_loss: 0.0312268 | Time: 10559.5 ms [2022-04-13 09:34:11 main:581] : INFO : Epoch 1679 | loss: 0.0312279 | val_loss: 0.031227 | Time: 10507.7 ms [2022-04-13 09:34:21 main:581] : INFO : Epoch 1680 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 10593.3 ms [2022-04-13 09:34:32 main:581] : INFO : Epoch 1681 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 10506.4 ms [2022-04-13 09:34:42 main:581] : INFO : Epoch 1682 | loss: 0.0312282 | val_loss: 0.031227 | Time: 10447.8 ms [2022-04-13 09:34:53 main:581] : INFO : Epoch 1683 | loss: 0.031228 | val_loss: 0.0312274 | Time: 10643.8 ms [2022-04-13 09:35:03 main:581] : INFO : Epoch 1684 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10487.7 ms [2022-04-13 09:35:14 main:581] : INFO : Epoch 1685 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 10629 ms [2022-04-13 09:35:25 main:581] : INFO : Epoch 1686 | loss: 0.0312283 | val_loss: 0.0312268 | Time: 10457.1 ms [2022-04-13 09:35:35 main:581] : INFO : Epoch 1687 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 10459.3 ms [2022-04-13 09:35:45 main:581] : INFO : Epoch 1688 | loss: 0.0312279 | val_loss: 0.0312272 | Time: 10430 ms [2022-04-13 09:35:56 main:581] : INFO : Epoch 1689 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10518.9 ms [2022-04-13 09:36:07 main:581] : INFO : Epoch 1690 | loss: 0.0312284 | val_loss: 0.0312281 | Time: 10741.4 ms [2022-04-13 09:36:17 main:581] : INFO : Epoch 1691 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 10535.6 ms [2022-04-13 09:36:28 main:581] : INFO : Epoch 1692 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 10671.8 ms [2022-04-13 09:36:39 main:581] : INFO : Epoch 1693 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 10602.3 ms [2022-04-13 09:36:49 main:581] : INFO : Epoch 1694 | loss: 0.0312281 | val_loss: 0.031228 | Time: 10615.8 ms [2022-04-13 09:37:00 main:581] : INFO : Epoch 1695 | loss: 0.0312284 | val_loss: 0.0312278 | Time: 10446.3 ms [2022-04-13 09:37:10 main:581] : INFO : Epoch 1696 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 10592.8 ms [2022-04-13 09:37:21 main:581] : INFO : Epoch 1697 | loss: 0.031228 | val_loss: 0.0312274 | Time: 10664.4 ms [2022-04-13 09:37:31 main:581] : INFO : Epoch 1698 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 10577.4 ms [2022-04-13 09:37:42 main:581] : INFO : Epoch 1699 | loss: 0.031228 | val_loss: 0.0312272 | Time: 10534 ms [2022-04-13 09:37:53 main:581] : INFO : Epoch 1700 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 10567 ms [2022-04-13 09:38:03 main:581] : INFO : Epoch 1701 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 10676.6 ms [2022-04-13 09:38:14 main:581] : INFO : Epoch 1702 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 10508.3 ms [2022-04-13 09:38:24 main:581] : INFO : Epoch 1703 | loss: 0.0312279 | val_loss: 0.0312276 | Time: 10446.8 ms [2022-04-13 09:38:35 main:581] : INFO : Epoch 1704 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 10536.1 ms [2022-04-13 09:38:45 main:581] : INFO : Epoch 1705 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 10432.7 ms [2022-04-13 09:38:56 main:581] : INFO : Epoch 1706 | loss: 0.0312282 | val_loss: 0.0312287 | Time: 10633.3 ms [2022-04-13 09:39:06 main:581] : INFO : Epoch 1707 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 10569.4 ms [2022-04-13 09:39:17 main:581] : INFO : Epoch 1708 | loss: 0.031228 | val_loss: 0.0312269 | Time: 10467.8 ms [2022-04-13 09:39:27 main:581] : INFO : Epoch 1709 | loss: 0.0312282 | val_loss: 0.0312289 | Time: 10383.4 ms [2022-04-13 09:39:38 main:581] : INFO : Epoch 1710 | loss: 0.0312283 | val_loss: 0.031227 | Time: 10516.5 ms [2022-04-13 09:39:48 main:581] : INFO : Epoch 1711 | loss: 0.031228 | val_loss: 0.0312267 | Time: 10564.6 ms [2022-04-13 09:39:59 main:581] : INFO : Epoch 1712 | loss: 0.0312279 | val_loss: 0.0312278 | Time: 10487.3 ms [2022-04-13 09:40:09 main:581] : INFO : Epoch 1713 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 10655.7 ms [2022-04-13 09:40:20 main:581] : INFO : Epoch 1714 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 10483.9 ms [2022-04-13 09:40:31 main:581] : INFO : Epoch 1715 | loss: 0.0312283 | val_loss: 0.0312299 | Time: 10553.5 ms [2022-04-13 09:40:41 main:581] : INFO : Epoch 1716 | loss: 0.0312292 | val_loss: 0.0312285 | Time: 10579.4 ms [2022-04-13 09:40:52 main:581] : INFO : Epoch 1717 | loss: 0.0312283 | val_loss: 0.0312267 | Time: 10582.1 ms [2022-04-13 09:41:02 main:581] : INFO : Epoch 1718 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 10748.2 ms [2022-04-13 09:41:13 main:581] : INFO : Epoch 1719 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 10687.8 ms [2022-04-13 09:41:24 main:581] : INFO : Epoch 1720 | loss: 0.0312279 | val_loss: 0.031227 | Time: 10729.1 ms [2022-04-13 09:41:34 main:581] : INFO : Epoch 1721 | loss: 0.0312278 | val_loss: 0.0312276 | Time: 10484.4 ms [2022-04-13 09:41:45 main:581] : INFO : Epoch 1722 | loss: 0.0312297 | val_loss: 0.0312284 | Time: 10655.2 ms [2022-04-13 09:41:56 main:581] : INFO : Epoch 1723 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 10515.5 ms [2022-04-13 09:42:06 main:581] : INFO : Epoch 1724 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 10594.5 ms [2022-04-13 09:42:16 main:581] : INFO : Epoch 1725 | loss: 0.031228 | val_loss: 0.0312269 | Time: 9996.46 ms [2022-04-13 09:42:27 main:581] : INFO : Epoch 1726 | loss: 0.0312278 | val_loss: 0.0312267 | Time: 10482.7 ms [2022-04-13 09:42:37 main:581] : INFO : Epoch 1727 | loss: 0.0312279 | val_loss: 0.0312275 | Time: 10398 ms [2022-04-13 09:42:47 main:581] : INFO : Epoch 1728 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 10467.9 ms [2022-04-13 09:42:58 main:581] : INFO : Epoch 1729 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10347.4 ms [2022-04-13 09:43:08 main:581] : INFO : Epoch 1730 | loss: 0.0312283 | val_loss: 0.0312283 | Time: 10098.3 ms [2022-04-13 09:43:18 main:581] : INFO : Epoch 1731 | loss: 0.0312284 | val_loss: 0.0312283 | Time: 10151.5 ms [2022-04-13 09:43:29 main:581] : INFO : Epoch 1732 | loss: 0.0312283 | val_loss: 0.031227 | Time: 10547.6 ms [2022-04-13 09:43:39 main:581] : INFO : Epoch 1733 | loss: 0.0312278 | val_loss: 0.031227 | Time: 10564.3 ms [2022-04-13 09:43:49 main:581] : INFO : Epoch 1734 | loss: 0.0312284 | val_loss: 0.0312276 | Time: 9498.27 ms [2022-04-13 09:43:58 main:581] : INFO : Epoch 1735 | loss: 0.0312285 | val_loss: 0.0312267 | Time: 9081.79 ms [2022-04-13 09:44:09 main:581] : INFO : Epoch 1736 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 10787.8 ms [2022-04-13 09:44:19 main:581] : INFO : Epoch 1737 | loss: 0.0312285 | val_loss: 0.031227 | Time: 10498.4 ms [2022-04-13 09:44:30 main:581] : INFO : Epoch 1738 | loss: 0.0312282 | val_loss: 0.0312274 | Time: 10518.7 ms [2022-04-13 09:44:40 main:581] : INFO : Epoch 1739 | loss: 0.0312279 | val_loss: 0.0312267 | Time: 10547.8 ms [2022-04-13 09:44:51 main:581] : INFO : Epoch 1740 | loss: 0.0312276 | val_loss: 0.0312267 | Time: 10426.8 ms [2022-04-13 09:45:01 main:581] : INFO : Epoch 1741 | loss: 0.031228 | val_loss: 0.0312277 | Time: 10531.3 ms [2022-04-13 09:45:12 main:581] : INFO : Epoch 1742 | loss: 0.0312279 | val_loss: 0.0312271 | Time: 10517.1 ms [2022-04-13 09:45:22 main:581] : INFO : Epoch 1743 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 10689.5 ms [2022-04-13 09:45:33 main:581] : INFO : Epoch 1744 | loss: 0.031228 | val_loss: 0.0312272 | Time: 10481.8 ms [2022-04-13 09:45:43 main:581] : INFO : Epoch 1745 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 10528.5 ms [2022-04-13 09:45:54 main:581] : INFO : Epoch 1746 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 10465.6 ms [2022-04-13 09:46:04 main:581] : INFO : Epoch 1747 | loss: 0.0312281 | val_loss: 0.0312275 | Time: 10502.7 ms [2022-04-13 09:46:15 main:581] : INFO : Epoch 1748 | loss: 0.0312281 | val_loss: 0.031227 | Time: 10534.2 ms [2022-04-13 09:46:25 main:581] : INFO : Epoch 1749 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 10498.7 ms [2022-04-13 09:46:36 main:581] : INFO : Epoch 1750 | loss: 0.031228 | val_loss: 0.0312267 | Time: 10633.3 ms [2022-04-13 09:46:46 main:581] : INFO : Epoch 1751 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 10389.7 ms [2022-04-13 09:46:57 main:581] : INFO : Epoch 1752 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 10430.7 ms [2022-04-13 09:47:07 main:581] : INFO : Epoch 1753 | loss: 0.0312283 | val_loss: 0.0312267 | Time: 10603.8 ms [2022-04-13 09:47:18 main:581] : INFO : Epoch 1754 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 10417 ms [2022-04-13 09:47:28 main:581] : INFO : Epoch 1755 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 10703.7 ms [2022-04-13 09:47:39 main:581] : INFO : Epoch 1756 | loss: 0.031228 | val_loss: 0.0312269 | Time: 10397.5 ms [2022-04-13 09:47:49 main:581] : INFO : Epoch 1757 | loss: 0.0312282 | val_loss: 0.0312277 | Time: 10530.4 ms [2022-04-13 09:48:00 main:581] : INFO : Epoch 1758 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 10444.2 ms [2022-04-13 09:48:10 main:581] : INFO : Epoch 1759 | loss: 0.0312292 | val_loss: 0.0312277 | Time: 10446 ms [2022-04-13 09:48:21 main:581] : INFO : Epoch 1760 | loss: 0.0312281 | val_loss: 0.0312266 | Time: 10665.3 ms [2022-04-13 09:48:31 main:581] : INFO : Epoch 1761 | loss: 0.0312278 | val_loss: 0.0312268 | Time: 10416.3 ms [2022-04-13 09:48:42 main:581] : INFO : Epoch 1762 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 10550.7 ms [2022-04-13 09:48:52 main:581] : INFO : Epoch 1763 | loss: 0.031228 | val_loss: 0.0312266 | Time: 10520 ms [2022-04-13 09:49:03 main:581] : INFO : Epoch 1764 | loss: 0.0312285 | val_loss: 0.031227 | Time: 10490.3 ms [2022-04-13 09:49:13 main:581] : INFO : Epoch 1765 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 10049.3 ms [2022-04-13 09:49:23 main:581] : INFO : Epoch 1766 | loss: 0.0312279 | val_loss: 0.0312267 | Time: 10062.9 ms [2022-04-13 09:49:33 main:581] : INFO : Epoch 1767 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 10280.8 ms [2022-04-13 09:49:44 main:581] : INFO : Epoch 1768 | loss: 0.031228 | val_loss: 0.0312268 | Time: 10351.4 ms [2022-04-13 09:49:54 main:581] : INFO : Epoch 1769 | loss: 0.031228 | val_loss: 0.0312272 | Time: 10174.4 ms [2022-04-13 09:50:04 main:581] : INFO : Epoch 1770 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 10153.1 ms [2022-04-13 09:50:14 main:581] : INFO : Epoch 1771 | loss: 0.0312282 | val_loss: 0.0312301 | Time: 10179.6 ms [2022-04-13 09:50:25 main:581] : INFO : Epoch 1772 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 10385.1 ms [2022-04-13 09:50:35 main:581] : INFO : Epoch 1773 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 10160.1 ms [2022-04-13 09:50:45 main:581] : INFO : Epoch 1774 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 10295.1 ms [2022-04-13 09:50:53 main:581] : INFO : Epoch 1775 | loss: 0.031229 | val_loss: 0.0312269 | Time: 8037.74 ms [2022-04-13 09:51:03 main:581] : INFO : Epoch 1776 | loss: 0.0312292 | val_loss: 0.0312304 | Time: 10249 ms [2022-04-13 09:51:14 main:581] : INFO : Epoch 1777 | loss: 0.0312293 | val_loss: 0.0312286 | Time: 10384.8 ms [2022-04-13 09:51:24 main:581] : INFO : Epoch 1778 | loss: 0.0312294 | val_loss: 0.0312268 | Time: 10532.5 ms [2022-04-13 09:51:35 main:581] : INFO : Epoch 1779 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10584.9 ms [2022-04-13 09:51:45 main:581] : INFO : Epoch 1780 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 10324.2 ms [2022-04-13 09:51:56 main:581] : INFO : Epoch 1781 | loss: 0.031228 | val_loss: 0.0312269 | Time: 10630.1 ms [2022-04-13 09:52:06 main:581] : INFO : Epoch 1782 | loss: 0.0312281 | val_loss: 0.0312289 | Time: 10410.5 ms [2022-04-13 09:52:17 main:581] : INFO : Epoch 1783 | loss: 0.0312286 | val_loss: 0.03123 | Time: 10689.4 ms [2022-04-13 09:52:27 main:581] : INFO : Epoch 1784 | loss: 0.031229 | val_loss: 0.0312275 | Time: 10459.2 ms [2022-04-13 09:52:38 main:581] : INFO : Epoch 1785 | loss: 0.0312279 | val_loss: 0.0312266 | Time: 10659.8 ms [2022-04-13 09:52:48 main:581] : INFO : Epoch 1786 | loss: 0.031228 | val_loss: 0.0312278 | Time: 10356.9 ms [2022-04-13 09:52:59 main:581] : INFO : Epoch 1787 | loss: 0.0312297 | val_loss: 0.0312282 | Time: 10423 ms [2022-04-13 09:53:09 main:581] : INFO : Epoch 1788 | loss: 0.0312294 | val_loss: 0.0312291 | Time: 10545.7 ms [2022-04-13 09:53:20 main:581] : INFO : Epoch 1789 | loss: 0.0312289 | val_loss: 0.0312276 | Time: 10553.8 ms [2022-04-13 09:53:30 main:581] : INFO : Epoch 1790 | loss: 0.0312285 | val_loss: 0.0312283 | Time: 10609.8 ms [2022-04-13 09:53:41 main:581] : INFO : Epoch 1791 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 10483.7 ms [2022-04-13 09:53:52 main:581] : INFO : Epoch 1792 | loss: 0.031228 | val_loss: 0.0312268 | Time: 10597.9 ms [2022-04-13 09:54:02 main:581] : INFO : Epoch 1793 | loss: 0.0312278 | val_loss: 0.0312268 | Time: 10558.6 ms [2022-04-13 09:54:13 main:581] : INFO : Epoch 1794 | loss: 0.031228 | val_loss: 0.0312266 | Time: 10533.2 ms [2022-04-13 09:54:23 main:581] : INFO : Epoch 1795 | loss: 0.0312287 | val_loss: 0.0312272 | Time: 10671.7 ms [2022-04-13 09:54:34 main:581] : INFO : Epoch 1796 | loss: 0.0312285 | val_loss: 0.0312281 | Time: 10513 ms [2022-04-13 09:54:45 main:581] : INFO : Epoch 1797 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10670.8 ms [2022-04-13 09:54:55 main:581] : INFO : Epoch 1798 | loss: 0.031228 | val_loss: 0.0312268 | Time: 10525.6 ms [2022-04-13 09:55:06 main:581] : INFO : Epoch 1799 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 10670.7 ms [2022-04-13 09:55:16 main:581] : INFO : Epoch 1800 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 10579.1 ms [2022-04-13 09:55:27 main:581] : INFO : Epoch 1801 | loss: 0.0312283 | val_loss: 0.0312278 | Time: 10539.7 ms [2022-04-13 09:55:37 main:581] : INFO : Epoch 1802 | loss: 0.0312283 | val_loss: 0.0312268 | Time: 10554.4 ms [2022-04-13 09:55:48 main:581] : INFO : Epoch 1803 | loss: 0.0312287 | val_loss: 0.0312286 | Time: 10628.3 ms [2022-04-13 09:55:59 main:581] : INFO : Epoch 1804 | loss: 0.0312288 | val_loss: 0.0312267 | Time: 10553.8 ms [2022-04-13 09:56:09 main:581] : INFO : Epoch 1805 | loss: 0.0312278 | val_loss: 0.0312266 | Time: 10432.1 ms [2022-04-13 09:56:20 main:581] : INFO : Epoch 1806 | loss: 0.031228 | val_loss: 0.0312274 | Time: 10506.7 ms [2022-04-13 09:56:30 main:581] : INFO : Epoch 1807 | loss: 0.031228 | val_loss: 0.0312276 | Time: 10493.8 ms [2022-04-13 09:56:40 main:581] : INFO : Epoch 1808 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 10451.7 ms [2022-04-13 09:56:51 main:581] : INFO : Epoch 1809 | loss: 0.0312287 | val_loss: 0.0312272 | Time: 10447.1 ms [2022-04-13 09:57:01 main:581] : INFO : Epoch 1810 | loss: 0.031229 | val_loss: 0.0312278 | Time: 10385.6 ms [2022-04-13 09:57:12 main:581] : INFO : Epoch 1811 | loss: 0.0312299 | val_loss: 0.0312274 | Time: 10613 ms [2022-04-13 09:57:23 main:581] : INFO : Epoch 1812 | loss: 0.0312308 | val_loss: 0.0312275 | Time: 10703.8 ms [2022-04-13 09:57:33 main:581] : INFO : Epoch 1813 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 10694.2 ms [2022-04-13 09:57:44 main:581] : INFO : Epoch 1814 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 10499.7 ms [2022-04-13 09:57:54 main:581] : INFO : Epoch 1815 | loss: 0.0312283 | val_loss: 0.0312277 | Time: 10561.7 ms [2022-04-13 09:58:05 main:581] : INFO : Epoch 1816 | loss: 0.0312282 | val_loss: 0.0312286 | Time: 10735.9 ms [2022-04-13 09:58:16 main:581] : INFO : Epoch 1817 | loss: 0.0312285 | val_loss: 0.0312266 | Time: 10560 ms [2022-04-13 09:58:26 main:581] : INFO : Epoch 1818 | loss: 0.0312294 | val_loss: 0.0312285 | Time: 10663.6 ms [2022-04-13 09:58:37 main:581] : INFO : Epoch 1819 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10622.5 ms [2022-04-13 09:58:48 main:581] : INFO : Epoch 1820 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10681.9 ms [2022-04-13 09:58:58 main:581] : INFO : Epoch 1821 | loss: 0.0312287 | val_loss: 0.0312287 | Time: 10360.1 ms [2022-04-13 09:59:09 main:581] : INFO : Epoch 1822 | loss: 0.0312284 | val_loss: 0.0312292 | Time: 10567.1 ms [2022-04-13 09:59:19 main:581] : INFO : Epoch 1823 | loss: 0.031229 | val_loss: 0.0312269 | Time: 10686.1 ms [2022-04-13 09:59:30 main:581] : INFO : Epoch 1824 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 10655.6 ms [2022-04-13 09:59:41 main:581] : INFO : Epoch 1825 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 10674 ms [2022-04-13 09:59:51 main:581] : INFO : Epoch 1826 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 10553.1 ms [2022-04-13 10:00:02 main:581] : INFO : Epoch 1827 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 10654.2 ms [2022-04-13 10:00:12 main:581] : INFO : Epoch 1828 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 10380.5 ms [2022-04-13 10:00:23 main:581] : INFO : Epoch 1829 | loss: 0.0312291 | val_loss: 0.0312266 | Time: 10503.9 ms [2022-04-13 10:00:33 main:581] : INFO : Epoch 1830 | loss: 0.0312296 | val_loss: 0.0312293 | Time: 10741.4 ms [2022-04-13 10:00:44 main:581] : INFO : Epoch 1831 | loss: 0.0312293 | val_loss: 0.0312281 | Time: 10528.4 ms [2022-04-13 10:00:55 main:581] : INFO : Epoch 1832 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 10541.2 ms [2022-04-13 10:01:05 main:581] : INFO : Epoch 1833 | loss: 0.0312297 | val_loss: 0.0312309 | Time: 10587.2 ms [2022-04-13 10:01:16 main:581] : INFO : Epoch 1834 | loss: 0.0312294 | val_loss: 0.0312268 | Time: 10598.7 ms [2022-04-13 10:01:26 main:581] : INFO : Epoch 1835 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 10600.7 ms [2022-04-13 10:01:37 main:581] : INFO : Epoch 1836 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 10563 ms [2022-04-13 10:01:48 main:581] : INFO : Epoch 1837 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 10619.3 ms [2022-04-13 10:01:58 main:581] : INFO : Epoch 1838 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 10455.8 ms [2022-04-13 10:02:09 main:581] : INFO : Epoch 1839 | loss: 0.03123 | val_loss: 0.031229 | Time: 10669.8 ms [2022-04-13 10:02:19 main:581] : INFO : Epoch 1840 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 10492.5 ms [2022-04-13 10:02:30 main:581] : INFO : Epoch 1841 | loss: 0.0312323 | val_loss: 0.0312284 | Time: 10580.4 ms [2022-04-13 10:02:40 main:581] : INFO : Epoch 1842 | loss: 0.03123 | val_loss: 0.0312308 | Time: 10615.2 ms [2022-04-13 10:02:51 main:581] : INFO : Epoch 1843 | loss: 0.0312294 | val_loss: 0.0312271 | Time: 10413.6 ms [2022-04-13 10:03:02 main:581] : INFO : Epoch 1844 | loss: 0.0312296 | val_loss: 0.0312296 | Time: 10842.1 ms [2022-04-13 10:03:12 main:581] : INFO : Epoch 1845 | loss: 0.0312326 | val_loss: 0.0312357 | Time: 10532.4 ms [2022-04-13 10:03:23 main:581] : INFO : Epoch 1846 | loss: 0.031231 | val_loss: 0.0312289 | Time: 10525.2 ms [2022-04-13 10:03:33 main:581] : INFO : Epoch 1847 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 10553.8 ms [2022-04-13 10:03:44 main:581] : INFO : Epoch 1848 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 10628 ms [2022-04-13 10:03:54 main:581] : INFO : Epoch 1849 | loss: 0.0312285 | val_loss: 0.0312305 | Time: 10652.2 ms [2022-04-13 10:04:05 main:581] : INFO : Epoch 1850 | loss: 0.0312315 | val_loss: 0.0312329 | Time: 10513.2 ms [2022-04-13 10:04:16 main:581] : INFO : Epoch 1851 | loss: 0.0312288 | val_loss: 0.031227 | Time: 10584.6 ms [2022-04-13 10:04:26 main:581] : INFO : Epoch 1852 | loss: 0.0312286 | val_loss: 0.0312278 | Time: 10505.3 ms [2022-04-13 10:04:37 main:581] : INFO : Epoch 1853 | loss: 0.0312315 | val_loss: 0.031229 | Time: 10564.1 ms [2022-04-13 10:04:47 main:581] : INFO : Epoch 1854 | loss: 0.0312323 | val_loss: 0.0312328 | Time: 9923.59 ms [2022-04-13 10:04:57 main:581] : INFO : Epoch 1855 | loss: 0.0312309 | val_loss: 0.0312321 | Time: 10321.4 ms [2022-04-13 10:05:07 main:581] : INFO : Epoch 1856 | loss: 0.0312297 | val_loss: 0.0312283 | Time: 10042 ms [2022-04-13 10:05:17 main:581] : INFO : Epoch 1857 | loss: 0.0312285 | val_loss: 0.031227 | Time: 10042.2 ms [2022-04-13 10:05:27 main:581] : INFO : Epoch 1858 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 10365.3 ms [2022-04-13 10:05:38 main:581] : INFO : Epoch 1859 | loss: 0.0312283 | val_loss: 0.0312274 | Time: 10312.6 ms [2022-04-13 10:05:48 main:581] : INFO : Epoch 1860 | loss: 0.031229 | val_loss: 0.0312271 | Time: 10231.9 ms [2022-04-13 10:05:58 main:581] : INFO : Epoch 1861 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 10374 ms [2022-04-13 10:06:09 main:581] : INFO : Epoch 1862 | loss: 0.0312294 | val_loss: 0.0312284 | Time: 10384.8 ms [2022-04-13 10:06:18 main:581] : INFO : Epoch 1863 | loss: 0.0312294 | val_loss: 0.0312286 | Time: 9085.82 ms [2022-04-13 10:06:27 main:581] : INFO : Epoch 1864 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 9272.62 ms [2022-04-13 10:06:37 main:581] : INFO : Epoch 1865 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 10473.6 ms [2022-04-13 10:06:48 main:581] : INFO : Epoch 1866 | loss: 0.0312285 | val_loss: 0.0312285 | Time: 10515.7 ms [2022-04-13 10:06:59 main:581] : INFO : Epoch 1867 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 10604.7 ms [2022-04-13 10:07:09 main:581] : INFO : Epoch 1868 | loss: 0.031228 | val_loss: 0.0312276 | Time: 10383.1 ms [2022-04-13 10:07:20 main:581] : INFO : Epoch 1869 | loss: 0.0312282 | val_loss: 0.0312277 | Time: 10616.1 ms [2022-04-13 10:07:30 main:581] : INFO : Epoch 1870 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 10463 ms [2022-04-13 10:07:41 main:581] : INFO : Epoch 1871 | loss: 0.0312293 | val_loss: 0.031229 | Time: 10464.1 ms [2022-04-13 10:07:51 main:581] : INFO : Epoch 1872 | loss: 0.0312282 | val_loss: 0.0312267 | Time: 10568 ms [2022-04-13 10:08:02 main:581] : INFO : Epoch 1873 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 10487.8 ms [2022-04-13 10:08:12 main:581] : INFO : Epoch 1874 | loss: 0.0312289 | val_loss: 0.0312274 | Time: 10626.9 ms [2022-04-13 10:08:23 main:581] : INFO : Epoch 1875 | loss: 0.0312284 | val_loss: 0.0312274 | Time: 10548.8 ms [2022-04-13 10:08:33 main:581] : INFO : Epoch 1876 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 10616.4 ms [2022-04-13 10:08:44 main:581] : INFO : Epoch 1877 | loss: 0.0312281 | val_loss: 0.0312271 | Time: 10531.2 ms [2022-04-13 10:08:54 main:581] : INFO : Epoch 1878 | loss: 0.031229 | val_loss: 0.0312285 | Time: 10418.4 ms [2022-04-13 10:09:05 main:581] : INFO : Epoch 1879 | loss: 0.0312286 | val_loss: 0.0312318 | Time: 10729.2 ms [2022-04-13 10:09:16 main:581] : INFO : Epoch 1880 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 10480.8 ms [2022-04-13 10:09:26 main:581] : INFO : Epoch 1881 | loss: 0.0312289 | val_loss: 0.031228 | Time: 10726.8 ms [2022-04-13 10:09:37 main:581] : INFO : Epoch 1882 | loss: 0.0312303 | val_loss: 0.0312281 | Time: 10610.5 ms [2022-04-13 10:09:48 main:581] : INFO : Epoch 1883 | loss: 0.0312292 | val_loss: 0.0312287 | Time: 10543.9 ms [2022-04-13 10:09:58 main:581] : INFO : Epoch 1884 | loss: 0.0312287 | val_loss: 0.0312267 | Time: 10571.8 ms [2022-04-13 10:10:09 main:581] : INFO : Epoch 1885 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 10578.8 ms [2022-04-13 10:10:19 main:581] : INFO : Epoch 1886 | loss: 0.0312297 | val_loss: 0.031229 | Time: 10570.6 ms [2022-04-13 10:10:30 main:581] : INFO : Epoch 1887 | loss: 0.0312335 | val_loss: 0.031228 | Time: 10564.3 ms [2022-04-13 10:10:41 main:581] : INFO : Epoch 1888 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 10704.1 ms [2022-04-13 10:10:51 main:581] : INFO : Epoch 1889 | loss: 0.0312285 | val_loss: 0.0312279 | Time: 10554.7 ms [2022-04-13 10:11:02 main:581] : INFO : Epoch 1890 | loss: 0.0312289 | val_loss: 0.0312291 | Time: 10626.9 ms [2022-04-13 10:11:12 main:581] : INFO : Epoch 1891 | loss: 0.0312287 | val_loss: 0.031227 | Time: 10486.6 ms [2022-04-13 10:11:22 main:581] : INFO : Epoch 1892 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 10131.1 ms [2022-04-13 10:11:32 main:581] : INFO : Epoch 1893 | loss: 0.0312292 | val_loss: 0.0312273 | Time: 10127.8 ms [2022-04-13 10:11:42 main:581] : INFO : Epoch 1894 | loss: 0.0312291 | val_loss: 0.0312289 | Time: 9883.9 ms [2022-04-13 10:11:53 main:581] : INFO : Epoch 1895 | loss: 0.0312295 | val_loss: 0.0312275 | Time: 10227.8 ms [2022-04-13 10:12:03 main:581] : INFO : Epoch 1896 | loss: 0.0312302 | val_loss: 0.031227 | Time: 10485.6 ms [2022-04-13 10:12:13 main:581] : INFO : Epoch 1897 | loss: 0.0312284 | val_loss: 0.0312279 | Time: 10383.1 ms [2022-04-13 10:12:24 main:581] : INFO : Epoch 1898 | loss: 0.0312286 | val_loss: 0.0312267 | Time: 10219 ms [2022-04-13 10:12:34 main:581] : INFO : Epoch 1899 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 10025.8 ms [2022-04-13 10:12:44 main:581] : INFO : Epoch 1900 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 10333.6 ms [2022-04-13 10:12:52 main:581] : INFO : Epoch 1901 | loss: 0.0312304 | val_loss: 0.0312295 | Time: 8447.81 ms [2022-04-13 10:13:02 main:581] : INFO : Epoch 1902 | loss: 0.0312294 | val_loss: 0.0312274 | Time: 9728.83 ms [2022-04-13 10:13:13 main:581] : INFO : Epoch 1903 | loss: 0.0312316 | val_loss: 0.031227 | Time: 10497.3 ms [2022-04-13 10:13:23 main:581] : INFO : Epoch 1904 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 10517.4 ms [2022-04-13 10:13:34 main:581] : INFO : Epoch 1905 | loss: 0.0312298 | val_loss: 0.0312275 | Time: 10572.2 ms [2022-04-13 10:13:44 main:581] : INFO : Epoch 1906 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 10343.4 ms [2022-04-13 10:13:55 main:581] : INFO : Epoch 1907 | loss: 0.0312286 | val_loss: 0.0312279 | Time: 10646 ms [2022-04-13 10:14:05 main:581] : INFO : Epoch 1908 | loss: 0.0312291 | val_loss: 0.0312274 | Time: 10445.7 ms [2022-04-13 10:14:16 main:581] : INFO : Epoch 1909 | loss: 0.0312296 | val_loss: 0.0312282 | Time: 10722.6 ms [2022-04-13 10:14:26 main:581] : INFO : Epoch 1910 | loss: 0.0312288 | val_loss: 0.031228 | Time: 10408.8 ms [2022-04-13 10:14:37 main:581] : INFO : Epoch 1911 | loss: 0.0312304 | val_loss: 0.0312269 | Time: 10489.1 ms [2022-04-13 10:14:47 main:581] : INFO : Epoch 1912 | loss: 0.0312293 | val_loss: 0.031227 | Time: 10590.6 ms [2022-04-13 10:14:58 main:581] : INFO : Epoch 1913 | loss: 0.0312281 | val_loss: 0.0312284 | Time: 10487.8 ms [2022-04-13 10:15:09 main:581] : INFO : Epoch 1914 | loss: 0.0312288 | val_loss: 0.0312286 | Time: 10671.9 ms [2022-04-13 10:15:19 main:581] : INFO : Epoch 1915 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 10599.8 ms [2022-04-13 10:15:30 main:581] : INFO : Epoch 1916 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 10544.4 ms [2022-04-13 10:15:40 main:581] : INFO : Epoch 1917 | loss: 0.0312297 | val_loss: 0.0312285 | Time: 10463.1 ms [2022-04-13 10:15:51 main:581] : INFO : Epoch 1918 | loss: 0.0312285 | val_loss: 0.0312267 | Time: 10624 ms [2022-04-13 10:16:01 main:581] : INFO : Epoch 1919 | loss: 0.0312283 | val_loss: 0.0312281 | Time: 10551.8 ms [2022-04-13 10:16:12 main:581] : INFO : Epoch 1920 | loss: 0.031228 | val_loss: 0.0312272 | Time: 10608.8 ms [2022-04-13 10:16:23 main:581] : INFO : Epoch 1921 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 10606.9 ms [2022-04-13 10:16:33 main:581] : INFO : Epoch 1922 | loss: 0.0312281 | val_loss: 0.031227 | Time: 10618.6 ms [2022-04-13 10:16:44 main:581] : INFO : Epoch 1923 | loss: 0.0312287 | val_loss: 0.0312282 | Time: 10659 ms [2022-04-13 10:16:55 main:581] : INFO : Epoch 1924 | loss: 0.0312294 | val_loss: 0.0312282 | Time: 10779.8 ms [2022-04-13 10:17:05 main:581] : INFO : Epoch 1925 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 10608.3 ms [2022-04-13 10:17:16 main:581] : INFO : Epoch 1926 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 10533.5 ms [2022-04-13 10:17:26 main:581] : INFO : Epoch 1927 | loss: 0.0312297 | val_loss: 0.031229 | Time: 10565.2 ms [2022-04-13 10:17:37 main:581] : INFO : Epoch 1928 | loss: 0.0312308 | val_loss: 0.0312353 | Time: 10487.8 ms [2022-04-13 10:17:47 main:581] : INFO : Epoch 1929 | loss: 0.0312326 | val_loss: 0.0312268 | Time: 10526.5 ms [2022-04-13 10:17:58 main:581] : INFO : Epoch 1930 | loss: 0.031232 | val_loss: 0.0312311 | Time: 10535.8 ms [2022-04-13 10:18:08 main:581] : INFO : Epoch 1931 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 10616 ms [2022-04-13 10:18:19 main:581] : INFO : Epoch 1932 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 10722 ms [2022-04-13 10:18:30 main:581] : INFO : Epoch 1933 | loss: 0.0312279 | val_loss: 0.0312285 | Time: 10657.5 ms [2022-04-13 10:18:40 main:581] : INFO : Epoch 1934 | loss: 0.0312293 | val_loss: 0.0312288 | Time: 10399.8 ms [2022-04-13 10:18:51 main:581] : INFO : Epoch 1935 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 10587.8 ms [2022-04-13 10:19:01 main:581] : INFO : Epoch 1936 | loss: 0.0312288 | val_loss: 0.0312301 | Time: 10563.8 ms [2022-04-13 10:19:12 main:581] : INFO : Epoch 1937 | loss: 0.0312287 | val_loss: 0.0312284 | Time: 10537.9 ms [2022-04-13 10:19:23 main:581] : INFO : Epoch 1938 | loss: 0.0312291 | val_loss: 0.0312272 | Time: 10604.9 ms [2022-04-13 10:19:33 main:581] : INFO : Epoch 1939 | loss: 0.0312289 | val_loss: 0.0312293 | Time: 10750.9 ms [2022-04-13 10:19:44 main:581] : INFO : Epoch 1940 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 10564.1 ms [2022-04-13 10:19:55 main:581] : INFO : Epoch 1941 | loss: 0.0312295 | val_loss: 0.0312277 | Time: 10727.8 ms [2022-04-13 10:20:05 main:581] : INFO : Epoch 1942 | loss: 0.0312289 | val_loss: 0.031227 | Time: 10727.4 ms [2022-04-13 10:20:16 main:581] : INFO : Epoch 1943 | loss: 0.0312295 | val_loss: 0.0312277 | Time: 10618.1 ms [2022-04-13 10:20:27 main:581] : INFO : Epoch 1944 | loss: 0.0312285 | val_loss: 0.0312303 | Time: 10708.9 ms [2022-04-13 10:20:37 main:581] : INFO : Epoch 1945 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 10560.9 ms [2022-04-13 10:20:48 main:581] : INFO : Epoch 1946 | loss: 0.0312323 | val_loss: 0.0312288 | Time: 10639.8 ms [2022-04-13 10:20:59 main:581] : INFO : Epoch 1947 | loss: 0.0312301 | val_loss: 0.0312308 | Time: 10622.2 ms [2022-04-13 10:21:09 main:581] : INFO : Epoch 1948 | loss: 0.0312294 | val_loss: 0.0312284 | Time: 10674.5 ms [2022-04-13 10:21:20 main:581] : INFO : Epoch 1949 | loss: 0.0312295 | val_loss: 0.0312289 | Time: 10659.5 ms [2022-04-13 10:21:30 main:581] : INFO : Epoch 1950 | loss: 0.0312285 | val_loss: 0.031227 | Time: 10495.1 ms [2022-04-13 10:21:41 main:581] : INFO : Epoch 1951 | loss: 0.0312292 | val_loss: 0.0312283 | Time: 10716.8 ms [2022-04-13 10:21:52 main:581] : INFO : Epoch 1952 | loss: 0.0312289 | val_loss: 0.0312304 | Time: 10530.2 ms [2022-04-13 10:22:02 main:581] : INFO : Epoch 1953 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 10602.8 ms [2022-04-13 10:22:13 main:581] : INFO : Epoch 1954 | loss: 0.0312295 | val_loss: 0.0312286 | Time: 10562.8 ms [2022-04-13 10:22:23 main:581] : INFO : Epoch 1955 | loss: 0.0312293 | val_loss: 0.0312275 | Time: 10430.6 ms [2022-04-13 10:22:34 main:581] : INFO : Epoch 1956 | loss: 0.0312295 | val_loss: 0.0312272 | Time: 10667.9 ms [2022-04-13 10:22:44 main:581] : INFO : Epoch 1957 | loss: 0.0312295 | val_loss: 0.0312279 | Time: 10499.5 ms [2022-04-13 10:22:55 main:581] : INFO : Epoch 1958 | loss: 0.03123 | val_loss: 0.0312358 | Time: 10552.1 ms [2022-04-13 10:23:05 main:581] : INFO : Epoch 1959 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 10546.4 ms [2022-04-13 10:23:16 main:581] : INFO : Epoch 1960 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 10698.8 ms [2022-04-13 10:23:27 main:581] : INFO : Epoch 1961 | loss: 0.0312282 | val_loss: 0.0312293 | Time: 10594.4 ms [2022-04-13 10:23:37 main:581] : INFO : Epoch 1962 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 10596.6 ms [2022-04-13 10:23:48 main:581] : INFO : Epoch 1963 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 10583.7 ms [2022-04-13 10:23:59 main:581] : INFO : Epoch 1964 | loss: 0.0312291 | val_loss: 0.031228 | Time: 10552.1 ms [2022-04-13 10:24:09 main:581] : INFO : Epoch 1965 | loss: 0.03123 | val_loss: 0.0312275 | Time: 10530.9 ms [2022-04-13 10:24:19 main:581] : INFO : Epoch 1966 | loss: 0.0312307 | val_loss: 0.031228 | Time: 10231.9 ms [2022-04-13 10:24:30 main:581] : INFO : Epoch 1967 | loss: 0.0312305 | val_loss: 0.0312294 | Time: 10459.7 ms [2022-04-13 10:24:40 main:581] : INFO : Epoch 1968 | loss: 0.03123 | val_loss: 0.0312274 | Time: 10691.9 ms [2022-04-13 10:24:51 main:581] : INFO : Epoch 1969 | loss: 0.0312293 | val_loss: 0.031228 | Time: 10619 ms [2022-04-13 10:25:02 main:581] : INFO : Epoch 1970 | loss: 0.0312291 | val_loss: 0.0312274 | Time: 10659.2 ms [2022-04-13 10:25:12 main:581] : INFO : Epoch 1971 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 10566.6 ms [2022-04-13 10:25:23 main:581] : INFO : Epoch 1972 | loss: 0.0312293 | val_loss: 0.0312273 | Time: 10822.5 ms [2022-04-13 10:25:34 main:581] : INFO : Epoch 1973 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 10573.6 ms [2022-04-13 10:25:44 main:581] : INFO : Epoch 1974 | loss: 0.0312292 | val_loss: 0.0312273 | Time: 10740.3 ms [2022-04-13 10:25:55 main:581] : INFO : Epoch 1975 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 10525.7 ms [2022-04-13 10:26:05 main:581] : INFO : Epoch 1976 | loss: 0.0312297 | val_loss: 0.0312273 | Time: 10535.7 ms [2022-04-13 10:26:16 main:581] : INFO : Epoch 1977 | loss: 0.0312294 | val_loss: 0.031228 | Time: 10697.3 ms [2022-04-13 10:26:27 main:581] : INFO : Epoch 1978 | loss: 0.0312289 | val_loss: 0.0312269 | Time: 10584.8 ms [2022-04-13 10:26:37 main:581] : INFO : Epoch 1979 | loss: 0.0312299 | val_loss: 0.0312271 | Time: 10634.7 ms [2022-04-13 10:26:48 main:581] : INFO : Epoch 1980 | loss: 0.0312305 | val_loss: 0.0312272 | Time: 10455.5 ms [2022-04-13 10:26:59 main:581] : INFO : Epoch 1981 | loss: 0.0312295 | val_loss: 0.0312281 | Time: 10660.5 ms [2022-04-13 10:27:09 main:581] : INFO : Epoch 1982 | loss: 0.0312294 | val_loss: 0.0312269 | Time: 9986.27 ms [2022-04-13 10:27:19 main:581] : INFO : Epoch 1983 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 10523.1 ms [2022-04-13 10:27:30 main:581] : INFO : Epoch 1984 | loss: 0.0312291 | val_loss: 0.0312267 | Time: 10539.1 ms [2022-04-13 10:27:40 main:581] : INFO : Epoch 1985 | loss: 0.0312308 | val_loss: 0.0312271 | Time: 10463.1 ms [2022-04-13 10:27:51 main:581] : INFO : Epoch 1986 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 10590.1 ms [2022-04-13 10:28:01 main:581] : INFO : Epoch 1987 | loss: 0.0312289 | val_loss: 0.0312328 | Time: 10171.9 ms [2022-04-13 10:28:11 main:581] : INFO : Epoch 1988 | loss: 0.0312299 | val_loss: 0.0312269 | Time: 10187.8 ms [2022-04-13 10:28:21 main:581] : INFO : Epoch 1989 | loss: 0.0312282 | val_loss: 0.0312288 | Time: 10132.6 ms [2022-04-13 10:28:32 main:581] : INFO : Epoch 1990 | loss: 0.0312288 | val_loss: 0.0312271 | Time: 10452.4 ms [2022-04-13 10:28:42 main:581] : INFO : Epoch 1991 | loss: 0.03123 | val_loss: 0.0312318 | Time: 10102.4 ms [2022-04-13 10:28:50 main:581] : INFO : Epoch 1992 | loss: 0.0312311 | val_loss: 0.0312269 | Time: 8296.5 ms [2022-04-13 10:29:01 main:581] : INFO : Epoch 1993 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 10670.9 ms [2022-04-13 10:29:11 main:581] : INFO : Epoch 1994 | loss: 0.0312316 | val_loss: 0.0312311 | Time: 10628.1 ms [2022-04-13 10:29:22 main:581] : INFO : Epoch 1995 | loss: 0.0312329 | val_loss: 0.0312307 | Time: 10808.4 ms [2022-04-13 10:29:33 main:581] : INFO : Epoch 1996 | loss: 0.0312305 | val_loss: 0.0312271 | Time: 10683 ms [2022-04-13 10:29:43 main:581] : INFO : Epoch 1997 | loss: 0.0312299 | val_loss: 0.0312284 | Time: 10585.8 ms [2022-04-13 10:29:54 main:581] : INFO : Epoch 1998 | loss: 0.031229 | val_loss: 0.0312283 | Time: 10638.2 ms [2022-04-13 10:30:04 main:581] : INFO : Epoch 1999 | loss: 0.0312295 | val_loss: 0.0312271 | Time: 10279.5 ms [2022-04-13 10:30:15 main:581] : INFO : Epoch 2000 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 10488.4 ms [2022-04-13 10:30:25 main:581] : INFO : Epoch 2001 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 10563.6 ms [2022-04-13 10:30:36 main:581] : INFO : Epoch 2002 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 10564.7 ms [2022-04-13 10:30:46 main:581] : INFO : Epoch 2003 | loss: 0.0312294 | val_loss: 0.0312274 | Time: 10542.6 ms [2022-04-13 10:30:57 main:581] : INFO : Epoch 2004 | loss: 0.0312299 | val_loss: 0.0312273 | Time: 10446.1 ms [2022-04-13 10:31:07 main:581] : INFO : Epoch 2005 | loss: 0.0312292 | val_loss: 0.0312287 | Time: 10584.1 ms [2022-04-13 10:31:18 main:581] : INFO : Epoch 2006 | loss: 0.0312297 | val_loss: 0.0312287 | Time: 10677.4 ms [2022-04-13 10:31:29 main:581] : INFO : Epoch 2007 | loss: 0.03123 | val_loss: 0.0312272 | Time: 10601.9 ms [2022-04-13 10:31:39 main:581] : INFO : Epoch 2008 | loss: 0.0312296 | val_loss: 0.0312312 | Time: 10658.8 ms [2022-04-13 10:31:50 main:581] : INFO : Epoch 2009 | loss: 0.0312312 | val_loss: 0.03123 | Time: 10646.8 ms [2022-04-13 10:32:01 main:581] : INFO : Epoch 2010 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 10576.6 ms [2022-04-13 10:32:11 main:581] : INFO : Epoch 2011 | loss: 0.0312308 | val_loss: 0.0312289 | Time: 10519.9 ms [2022-04-13 10:32:22 main:581] : INFO : Epoch 2012 | loss: 0.0312308 | val_loss: 0.031231 | Time: 10532.5 ms [2022-04-13 10:32:32 main:581] : INFO : Epoch 2013 | loss: 0.03123 | val_loss: 0.0312269 | Time: 10606.3 ms [2022-04-13 10:32:43 main:581] : INFO : Epoch 2014 | loss: 0.0312283 | val_loss: 0.0312266 | Time: 10642.3 ms [2022-04-13 10:32:53 main:581] : INFO : Epoch 2015 | loss: 0.0312285 | val_loss: 0.0312288 | Time: 10505.4 ms [2022-04-13 10:33:04 main:581] : INFO : Epoch 2016 | loss: 0.0312292 | val_loss: 0.0312297 | Time: 10617.1 ms [2022-04-13 10:33:14 main:581] : INFO : Epoch 2017 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 9886.49 ms [2022-04-13 10:33:24 main:581] : INFO : Epoch 2018 | loss: 0.0312283 | val_loss: 0.0312289 | Time: 10190.2 ms [2022-04-13 10:33:34 main:581] : INFO : Epoch 2019 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 10136 ms [2022-04-13 10:33:44 main:581] : INFO : Epoch 2020 | loss: 0.0312307 | val_loss: 0.031228 | Time: 10196.6 ms [2022-04-13 10:33:55 main:581] : INFO : Epoch 2021 | loss: 0.0312285 | val_loss: 0.0312287 | Time: 10377.2 ms [2022-04-13 10:34:05 main:581] : INFO : Epoch 2022 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 10246.7 ms [2022-04-13 10:34:15 main:581] : INFO : Epoch 2023 | loss: 0.03123 | val_loss: 0.0312306 | Time: 10214 ms [2022-04-13 10:34:26 main:581] : INFO : Epoch 2024 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 10318 ms [2022-04-13 10:34:36 main:581] : INFO : Epoch 2025 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 9955.46 ms [2022-04-13 10:34:46 main:581] : INFO : Epoch 2026 | loss: 0.0312299 | val_loss: 0.031229 | Time: 10154 ms [2022-04-13 10:34:54 main:581] : INFO : Epoch 2027 | loss: 0.0312311 | val_loss: 0.0312302 | Time: 7972.75 ms [2022-04-13 10:35:04 main:581] : INFO : Epoch 2028 | loss: 0.031229 | val_loss: 0.0312266 | Time: 10766.8 ms [2022-04-13 10:35:15 main:581] : INFO : Epoch 2029 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 10462 ms [2022-04-13 10:35:26 main:581] : INFO : Epoch 2030 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 10696 ms [2022-04-13 10:35:36 main:581] : INFO : Epoch 2031 | loss: 0.0312282 | val_loss: 0.031228 | Time: 10708.3 ms [2022-04-13 10:35:47 main:581] : INFO : Epoch 2032 | loss: 0.0312293 | val_loss: 0.0312268 | Time: 10571.4 ms [2022-04-13 10:35:57 main:581] : INFO : Epoch 2033 | loss: 0.0312295 | val_loss: 0.0312274 | Time: 10561.8 ms [2022-04-13 10:36:08 main:581] : INFO : Epoch 2034 | loss: 0.0312294 | val_loss: 0.0312268 | Time: 10585 ms [2022-04-13 10:36:19 main:581] : INFO : Epoch 2035 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 10737.9 ms [2022-04-13 10:36:29 main:581] : INFO : Epoch 2036 | loss: 0.0312292 | val_loss: 0.0312269 | Time: 10562.8 ms [2022-04-13 10:36:40 main:581] : INFO : Epoch 2037 | loss: 0.031229 | val_loss: 0.0312301 | Time: 10695.8 ms [2022-04-13 10:36:50 main:581] : INFO : Epoch 2038 | loss: 0.0312291 | val_loss: 0.0312281 | Time: 10350.1 ms [2022-04-13 10:37:01 main:581] : INFO : Epoch 2039 | loss: 0.0312283 | val_loss: 0.031227 | Time: 10438.9 ms [2022-04-13 10:37:12 main:581] : INFO : Epoch 2040 | loss: 0.0312293 | val_loss: 0.0312295 | Time: 10746.1 ms [2022-04-13 10:37:22 main:581] : INFO : Epoch 2041 | loss: 0.0312289 | val_loss: 0.0312269 | Time: 10557.8 ms [2022-04-13 10:37:33 main:581] : INFO : Epoch 2042 | loss: 0.0312292 | val_loss: 0.0312288 | Time: 10730.2 ms [2022-04-13 10:37:43 main:581] : INFO : Epoch 2043 | loss: 0.0312287 | val_loss: 0.031227 | Time: 10491.1 ms [2022-04-13 10:37:54 main:581] : INFO : Epoch 2044 | loss: 0.0312299 | val_loss: 0.0312293 | Time: 10767.4 ms [2022-04-13 10:38:05 main:581] : INFO : Epoch 2045 | loss: 0.0312288 | val_loss: 0.0312268 | Time: 10573.9 ms [2022-04-13 10:38:15 main:581] : INFO : Epoch 2046 | loss: 0.0312291 | val_loss: 0.031227 | Time: 10517.1 ms [2022-04-13 10:38:26 main:581] : INFO : Epoch 2047 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 10587.1 ms [2022-04-13 10:38:36 main:581] : INFO : Epoch 2048 | loss: 0.0312299 | val_loss: 0.0312269 | Time: 10576.2 ms [2022-04-13 10:38:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312269 [2022-04-13 10:38:36 main:610] : INFO : Saving end state to config to file [2022-04-13 10:38:36 main:615] : INFO : Success, exiting.. 10:38:36 (20570): 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)