Task 14596573
| Name | ParityModified-1645992302-17520-3-0_3 |
| Workunit | 11265319 |
| Created | 11 Apr 2022, 4:46:31 UTC |
| Sent | 11 Apr 2022, 4:53:33 UTC |
| Report deadline | 19 Apr 2022, 4:53:33 UTC |
| Received | 11 Apr 2022, 15:14:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 54 sec |
| CPU time | 35 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 312297 | Time: 1050.9 ms [2022-04-11 07:41:14 main:574] : INFO : Epoch 1542 | loss: 0.0312313 | val_loss: 0.0312292 | Time: 1055.52 ms [2022-04-11 07:41:15 main:574] : INFO : Epoch 1543 | loss: 0.0312311 | val_loss: 0.0312324 | Time: 1048.24 ms [2022-04-11 07:41:16 main:574] : INFO : Epoch 1544 | loss: 0.0312323 | val_loss: 0.0312295 | Time: 1051.36 ms [2022-04-11 07:41:17 main:574] : INFO : Epoch 1545 | loss: 0.0312302 | val_loss: 0.0312311 | Time: 1048.96 ms [2022-04-11 07:41:19 main:574] : INFO : Epoch 1546 | loss: 0.0312308 | val_loss: 0.0312286 | Time: 1053.8 ms [2022-04-11 07:41:20 main:574] : INFO : Epoch 1547 | loss: 0.0312305 | val_loss: 0.0312294 | Time: 1042.24 ms [2022-04-11 07:41:21 main:574] : INFO : Epoch 1548 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 1047.57 ms [2022-04-11 07:41:22 main:574] : INFO : Epoch 1549 | loss: 0.0312307 | val_loss: 0.0312282 | Time: 1051.23 ms [2022-04-11 07:41:23 main:574] : INFO : Epoch 1550 | loss: 0.0312301 | val_loss: 0.0312296 | Time: 1051.12 ms [2022-04-11 07:41:24 main:574] : INFO : Epoch 1551 | loss: 0.031232 | val_loss: 0.0312287 | Time: 1049.93 ms [2022-04-11 07:41:25 main:574] : INFO : Epoch 1552 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 1050.12 ms [2022-04-11 07:41:26 main:574] : INFO : Epoch 1553 | loss: 0.0312298 | val_loss: 0.0312288 | Time: 1053.4 ms [2022-04-11 07:41:28 main:574] : INFO : Epoch 1554 | loss: 0.0312311 | val_loss: 0.0312292 | Time: 1048.87 ms [2022-04-11 07:41:29 main:574] : INFO : Epoch 1555 | loss: 0.0312308 | val_loss: 0.0312292 | Time: 1051.03 ms [2022-04-11 07:41:30 main:574] : INFO : Epoch 1556 | loss: 0.0312307 | val_loss: 0.0312287 | Time: 1048.63 ms [2022-04-11 07:41:31 main:574] : INFO : Epoch 1557 | loss: 0.0312322 | val_loss: 0.0312335 | Time: 1049.83 ms [2022-04-11 07:41:32 main:574] : INFO : Epoch 1558 | loss: 0.0312308 | val_loss: 0.031229 | Time: 1047.23 ms [2022-04-11 07:41:33 main:574] : INFO : Epoch 1559 | loss: 0.031231 | val_loss: 0.0312286 | Time: 1052.88 ms [2022-04-11 07:41:34 main:574] : INFO : Epoch 1560 | loss: 0.0312307 | val_loss: 0.0312313 | Time: 1046.25 ms [2022-04-11 07:41:36 main:574] : INFO : Epoch 1561 | loss: 0.0312315 | val_loss: 0.0312283 | Time: 1052.58 ms [2022-04-11 07:41:37 main:574] : INFO : Epoch 1562 | loss: 0.03123 | val_loss: 0.0312281 | Time: 1048.27 ms [2022-04-11 07:41:38 main:574] : INFO : Epoch 1563 | loss: 0.03123 | val_loss: 0.0312288 | Time: 1053.42 ms [2022-04-11 07:41:39 main:574] : INFO : Epoch 1564 | loss: 0.0312334 | val_loss: 0.0312301 | Time: 1046.78 ms [2022-04-11 07:41:40 main:574] : INFO : Epoch 1565 | loss: 0.0312335 | val_loss: 0.0312318 | Time: 1049.88 ms [2022-04-11 07:41:41 main:574] : INFO : Epoch 1566 | loss: 0.031233 | val_loss: 0.0312291 | Time: 1046.11 ms [2022-04-11 07:41:42 main:574] : INFO : Epoch 1567 | loss: 0.0312302 | val_loss: 0.0312286 | Time: 1047.7 ms [2022-04-11 07:41:43 main:574] : INFO : Epoch 1568 | loss: 0.031231 | val_loss: 0.0312278 | Time: 1046.51 ms [2022-04-11 07:41:44 main:574] : INFO : Epoch 1569 | loss: 0.0312301 | val_loss: 0.0312286 | Time: 1052.09 ms [2022-04-11 07:41:46 main:574] : INFO : Epoch 1570 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1046 ms [2022-04-11 07:41:47 main:574] : INFO : Epoch 1571 | loss: 0.0312297 | val_loss: 0.0312288 | Time: 1050.3 ms [2022-04-11 07:41:48 main:574] : INFO : Epoch 1572 | loss: 0.0312301 | val_loss: 0.0312281 | Time: 1046 ms [2022-04-11 07:41:49 main:574] : INFO : Epoch 1573 | loss: 0.0312299 | val_loss: 0.0312298 | Time: 1051.13 ms [2022-04-11 07:41:50 main:574] : INFO : Epoch 1574 | loss: 0.0312296 | val_loss: 0.0312278 | Time: 1049.12 ms [2022-04-11 07:41:51 main:574] : INFO : Epoch 1575 | loss: 0.0312308 | val_loss: 0.0312296 | Time: 1050.85 ms [2022-04-11 07:41:52 main:574] : INFO : Epoch 1576 | loss: 0.0312319 | val_loss: 0.0312314 | Time: 1047.91 ms [2022-04-11 07:41:54 main:574] : INFO : Epoch 1577 | loss: 0.0312304 | val_loss: 0.031231 | Time: 1052.97 ms [2022-04-11 07:41:55 main:574] : INFO : Epoch 1578 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 1049.39 ms [2022-04-11 07:41:56 main:574] : INFO : Epoch 1579 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1049.41 ms [2022-04-11 07:41:57 main:574] : INFO : Epoch 1580 | loss: 0.0312297 | val_loss: 0.0312283 | Time: 1045.99 ms [2022-04-11 07:41:58 main:574] : INFO : Epoch 1581 | loss: 0.0312305 | val_loss: 0.0312295 | Time: 1051.69 ms [2022-04-11 07:41:59 main:574] : INFO : Epoch 1582 | loss: 0.0312306 | val_loss: 0.0312292 | Time: 1049.97 ms [2022-04-11 07:42:00 main:574] : INFO : Epoch 1583 | loss: 0.0312307 | val_loss: 0.03123 | Time: 1052.75 ms [2022-04-11 07:42:01 main:574] : INFO : Epoch 1584 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 1047.63 ms [2022-04-11 07:42:03 main:574] : INFO : Epoch 1585 | loss: 0.0312301 | val_loss: 0.0312286 | Time: 1051.18 ms [2022-04-11 07:42:04 main:574] : INFO : Epoch 1586 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 1044.79 ms [2022-04-11 07:42:05 main:574] : INFO : Epoch 1587 | loss: 0.0312303 | val_loss: 0.031229 | Time: 1052.44 ms [2022-04-11 07:42:06 main:574] : INFO : Epoch 1588 | loss: 0.0312307 | val_loss: 0.0312278 | Time: 1044.89 ms [2022-04-11 07:42:07 main:574] : INFO : Epoch 1589 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 1051.15 ms [2022-04-11 07:42:08 main:574] : INFO : Epoch 1590 | loss: 0.03123 | val_loss: 0.0312286 | Time: 1048.44 ms [2022-04-11 07:42:09 main:574] : INFO : Epoch 1591 | loss: 0.031231 | val_loss: 0.0312295 | Time: 1051.91 ms [2022-04-11 07:42:10 main:574] : INFO : Epoch 1592 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 1049.88 ms [2022-04-11 07:42:12 main:574] : INFO : Epoch 1593 | loss: 0.0312311 | val_loss: 0.0312313 | Time: 1052.68 ms [2022-04-11 07:42:13 main:574] : INFO : Epoch 1594 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1047.28 ms [2022-04-11 07:42:14 main:574] : INFO : Epoch 1595 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1053.06 ms [2022-04-11 07:42:15 main:574] : INFO : Epoch 1596 | loss: 0.0312307 | val_loss: 0.0312289 | Time: 1045.84 ms [2022-04-11 07:42:16 main:574] : INFO : Epoch 1597 | loss: 0.0312307 | val_loss: 0.0312293 | Time: 1050.1 ms [2022-04-11 07:42:17 main:574] : INFO : Epoch 1598 | loss: 0.0312313 | val_loss: 0.0312312 | Time: 1040.24 ms [2022-04-11 07:42:18 main:574] : INFO : Epoch 1599 | loss: 0.0312315 | val_loss: 0.0312292 | Time: 1050.68 ms [2022-04-11 07:42:19 main:574] : INFO : Epoch 1600 | loss: 0.0312318 | val_loss: 0.0312279 | Time: 1047.51 ms [2022-04-11 07:42:21 main:574] : INFO : Epoch 1601 | loss: 0.0312312 | val_loss: 0.0312292 | Time: 1053.5 ms [2022-04-11 07:42:22 main:574] : INFO : Epoch 1602 | loss: 0.0312306 | val_loss: 0.0312277 | Time: 1050.21 ms [2022-04-11 07:42:23 main:574] : INFO : Epoch 1603 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 1052.88 ms [2022-04-11 07:42:24 main:574] : INFO : Epoch 1604 | loss: 0.03123 | val_loss: 0.0312279 | Time: 1041.72 ms [2022-04-11 07:42:25 main:574] : INFO : Epoch 1605 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1045.99 ms [2022-04-11 07:42:26 main:574] : INFO : Epoch 1606 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 1049.9 ms [2022-04-11 07:42:27 main:574] : INFO : Epoch 1607 | loss: 0.03123 | val_loss: 0.0312277 | Time: 1047.48 ms [2022-04-11 07:42:29 main:574] : INFO : Epoch 1608 | loss: 0.0312321 | val_loss: 0.0312291 | Time: 1052.43 ms [2022-04-11 07:42:30 main:574] : INFO : Epoch 1609 | loss: 0.0312325 | val_loss: 0.0312292 | Time: 1049.44 ms [2022-04-11 07:42:31 main:574] : INFO : Epoch 1610 | loss: 0.0312306 | val_loss: 0.0312311 | Time: 1050.17 ms [2022-04-11 07:42:32 main:574] : INFO : Epoch 1611 | loss: 0.0312311 | val_loss: 0.0312287 | Time: 1044.82 ms [2022-04-11 07:42:33 main:574] : INFO : Epoch 1612 | loss: 0.0312308 | val_loss: 0.0312296 | Time: 1053.81 ms [2022-04-11 07:42:34 main:574] : INFO : Epoch 1613 | loss: 0.0312309 | val_loss: 0.0312287 | Time: 1046.61 ms [2022-04-11 07:42:35 main:574] : INFO : Epoch 1614 | loss: 0.0312301 | val_loss: 0.0312281 | Time: 1041.3 ms [2022-04-11 07:42:36 main:574] : INFO : Epoch 1615 | loss: 0.0312301 | val_loss: 0.0312282 | Time: 1054.85 ms [2022-04-11 07:42:38 main:574] : INFO : Epoch 1616 | loss: 0.0312306 | val_loss: 0.0312287 | Time: 1048.31 ms [2022-04-11 07:42:39 main:574] : INFO : Epoch 1617 | loss: 0.0312305 | val_loss: 0.0312284 | Time: 1049.12 ms [2022-04-11 07:42:40 main:574] : INFO : Epoch 1618 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 1045.67 ms [2022-04-11 07:42:41 main:574] : INFO : Epoch 1619 | loss: 0.0312311 | val_loss: 0.0312297 | Time: 1055.03 ms [2022-04-11 07:42:42 main:574] : INFO : Epoch 1620 | loss: 0.0312299 | val_loss: 0.0312279 | Time: 1049.86 ms [2022-04-11 07:42:43 main:574] : INFO : Epoch 1621 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 1049.69 ms [2022-04-11 07:42:44 main:574] : INFO : Epoch 1622 | loss: 0.0312301 | val_loss: 0.031231 | Time: 1048.88 ms [2022-04-11 07:42:45 main:574] : INFO : Epoch 1623 | loss: 0.0312306 | val_loss: 0.0312287 | Time: 1052.36 ms [2022-04-11 07:42:47 main:574] : INFO : Epoch 1624 | loss: 0.0312309 | val_loss: 0.0312311 | Time: 1048.08 ms [2022-04-11 07:42:48 main:574] : INFO : Epoch 1625 | loss: 0.0312308 | val_loss: 0.0312291 | Time: 1049.44 ms [2022-04-11 07:42:49 main:574] : INFO : Epoch 1626 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 1045.39 ms [2022-04-11 07:42:50 main:574] : INFO : Epoch 1627 | loss: 0.0312302 | val_loss: 0.0312286 | Time: 1054.24 ms [2022-04-11 07:42:51 main:574] : INFO : Epoch 1628 | loss: 0.0312308 | val_loss: 0.0312321 | Time: 1049.94 ms [2022-04-11 07:42:52 main:574] : INFO : Epoch 1629 | loss: 0.0312312 | val_loss: 0.0312283 | Time: 1050.14 ms [2022-04-11 07:42:53 main:574] : INFO : Epoch 1630 | loss: 0.0312308 | val_loss: 0.0312289 | Time: 1046.95 ms [2022-04-11 07:42:55 main:574] : INFO : Epoch 1631 | loss: 0.0312312 | val_loss: 0.0312287 | Time: 1053.17 ms [2022-04-11 07:42:56 main:574] : INFO : Epoch 1632 | loss: 0.0312322 | val_loss: 0.031229 | Time: 1049.74 ms [2022-04-11 07:42:57 main:574] : INFO : Epoch 1633 | loss: 0.0312311 | val_loss: 0.0312287 | Time: 1051.38 ms [2022-04-11 07:42:58 main:574] : INFO : Epoch 1634 | loss: 0.031231 | val_loss: 0.0312279 | Time: 1048.07 ms [2022-04-11 07:42:59 main:574] : INFO : Epoch 1635 | loss: 0.0312307 | val_loss: 0.0312288 | Time: 1050.49 ms [2022-04-11 07:43:00 main:574] : INFO : Epoch 1636 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 1050.34 ms [2022-04-11 07:43:01 main:574] : INFO : Epoch 1637 | loss: 0.0312308 | val_loss: 0.0312277 | Time: 1049.76 ms [2022-04-11 07:43:02 main:574] : INFO : Epoch 1638 | loss: 0.0312299 | val_loss: 0.0312291 | Time: 1044.21 ms [2022-04-11 07:43:04 main:574] : INFO : Epoch 1639 | loss: 0.0312304 | val_loss: 0.0312295 | Time: 1052.38 ms [2022-04-11 07:43:05 main:574] : INFO : Epoch 1640 | loss: 0.0312322 | val_loss: 0.0312296 | Time: 1050.22 ms [2022-04-11 07:43:06 main:574] : INFO : Epoch 1641 | loss: 0.0312323 | val_loss: 0.0312293 | Time: 1052.92 ms [2022-04-11 07:43:07 main:574] : INFO : Epoch 1642 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 1046.37 ms [2022-04-11 07:43:08 main:574] : INFO : Epoch 1643 | loss: 0.0312302 | val_loss: 0.031228 | Time: 1053.87 ms [2022-04-11 07:43:09 main:574] : INFO : Epoch 1644 | loss: 0.0312305 | val_loss: 0.0312282 | Time: 1047.52 ms [2022-04-11 07:43:10 main:574] : INFO : Epoch 1645 | loss: 0.0312303 | val_loss: 0.0312282 | Time: 1051.16 ms [2022-04-11 07:43:11 main:574] : INFO : Epoch 1646 | loss: 0.0312306 | val_loss: 0.0312285 | Time: 1046.04 ms [2022-04-11 07:43:13 main:574] : INFO : Epoch 1647 | loss: 0.0312302 | val_loss: 0.0312292 | Time: 1052.82 ms [2022-04-11 07:43:14 main:574] : INFO : Epoch 1648 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 1049.34 ms [2022-04-11 07:43:15 main:574] : INFO : Epoch 1649 | loss: 0.0312304 | val_loss: 0.0312288 | Time: 1050.8 ms [2022-04-11 07:43:16 main:574] : INFO : Epoch 1650 | loss: 0.031231 | val_loss: 0.0312304 | Time: 1048.35 ms [2022-04-11 07:43:17 main:574] : INFO : Epoch 1651 | loss: 0.031231 | val_loss: 0.0312283 | Time: 1044.26 ms [2022-04-11 07:43:18 main:574] : INFO : Epoch 1652 | loss: 0.0312302 | val_loss: 0.0312278 | Time: 1050.31 ms [2022-04-11 07:43:19 main:574] : INFO : Epoch 1653 | loss: 0.03123 | val_loss: 0.0312327 | Time: 1050.23 ms [2022-04-11 07:43:20 main:574] : INFO : Epoch 1654 | loss: 0.0312324 | val_loss: 0.0312294 | Time: 1054.62 ms [2022-04-11 07:43:22 main:574] : INFO : Epoch 1655 | loss: 0.0312303 | val_loss: 0.0312295 | Time: 1049.4 ms [2022-04-11 07:43:23 main:574] : INFO : Epoch 1656 | loss: 0.0312307 | val_loss: 0.0312289 | Time: 1051.71 ms [2022-04-11 07:43:24 main:574] : INFO : Epoch 1657 | loss: 0.0312321 | val_loss: 0.0312332 | Time: 1046.29 ms [2022-04-11 07:43:25 main:574] : INFO : Epoch 1658 | loss: 0.0312308 | val_loss: 0.031228 | Time: 1052.9 ms [2022-04-11 07:43:26 main:574] : INFO : Epoch 1659 | loss: 0.03123 | val_loss: 0.031228 | Time: 1049.01 ms [2022-04-11 07:43:27 main:574] : INFO : Epoch 1660 | loss: 0.0312305 | val_loss: 0.0312286 | Time: 1050.83 ms [2022-04-11 07:43:28 main:574] : INFO : Epoch 1661 | loss: 0.0312302 | val_loss: 0.0312297 | Time: 1047.29 ms [2022-04-11 07:43:29 main:574] : INFO : Epoch 1662 | loss: 0.0312308 | val_loss: 0.0312298 | Time: 1054.25 ms [2022-04-11 07:43:31 main:574] : INFO : Epoch 1663 | loss: 0.0312305 | val_loss: 0.0312281 | Time: 1049.25 ms [2022-04-11 07:43:32 main:574] : INFO : Epoch 1664 | loss: 0.0312305 | val_loss: 0.0312279 | Time: 1050.99 ms [2022-04-11 07:43:33 main:574] : INFO : Epoch 1665 | loss: 0.0312301 | val_loss: 0.0312281 | Time: 1045.74 ms [2022-04-11 07:43:34 main:574] : INFO : Epoch 1666 | loss: 0.0312304 | val_loss: 0.031228 | Time: 1053.97 ms [2022-04-11 07:43:35 main:574] : INFO : Epoch 1667 | loss: 0.0312304 | val_loss: 0.0312335 | Time: 1050.12 ms [2022-04-11 07:43:36 main:574] : INFO : Epoch 1668 | loss: 0.0312345 | val_loss: 0.0312289 | Time: 1050.89 ms [2022-04-11 07:43:37 main:574] : INFO : Epoch 1669 | loss: 0.031231 | val_loss: 0.0312283 | Time: 1047.08 ms [2022-04-11 07:43:38 main:574] : INFO : Epoch 1670 | loss: 0.0312307 | val_loss: 0.0312281 | Time: 1054.02 ms [2022-04-11 07:43:40 main:574] : INFO : Epoch 1671 | loss: 0.03123 | val_loss: 0.0312303 | Time: 1052.19 ms [2022-04-11 07:43:41 main:574] : INFO : Epoch 1672 | loss: 0.0312306 | val_loss: 0.031228 | Time: 1053.05 ms [2022-04-11 07:43:42 main:574] : INFO : Epoch 1673 | loss: 0.0312313 | val_loss: 0.0312321 | Time: 1046.9 ms [2022-04-11 07:43:43 main:574] : INFO : Epoch 1674 | loss: 0.0312308 | val_loss: 0.0312277 | Time: 1054.27 ms [2022-04-11 07:43:44 main:574] : INFO : Epoch 1675 | loss: 0.03123 | val_loss: 0.0312294 | Time: 1049.55 ms [2022-04-11 07:43:45 main:574] : INFO : Epoch 1676 | loss: 0.0312318 | val_loss: 0.0312339 | Time: 1052.05 ms [2022-04-11 07:43:46 main:574] : INFO : Epoch 1677 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 1049.21 ms [2022-04-11 07:43:48 main:574] : INFO : Epoch 1678 | loss: 0.0312295 | val_loss: 0.0312278 | Time: 1053.73 ms [2022-04-11 07:43:49 main:574] : INFO : Epoch 1679 | loss: 0.0312304 | val_loss: 0.0312278 | Time: 1049.77 ms [2022-04-11 07:43:50 main:574] : INFO : Epoch 1680 | loss: 0.03123 | val_loss: 0.031228 | Time: 1047.95 ms [2022-04-11 07:43:51 main:574] : INFO : Epoch 1681 | loss: 0.0312316 | val_loss: 0.0312332 | Time: 1048.41 ms [2022-04-11 07:43:52 main:574] : INFO : Epoch 1682 | loss: 0.0312326 | val_loss: 0.0312278 | Time: 1049.85 ms [2022-04-11 07:43:53 main:574] : INFO : Epoch 1683 | loss: 0.0312299 | val_loss: 0.0312283 | Time: 1048.91 ms [2022-04-11 07:43:54 main:574] : INFO : Epoch 1684 | loss: 0.03123 | val_loss: 0.031228 | Time: 1049.13 ms [2022-04-11 07:43:55 main:574] : INFO : Epoch 1685 | loss: 0.0312307 | val_loss: 0.0312277 | Time: 1054.11 ms [2022-04-11 07:43:57 main:574] : INFO : Epoch 1686 | loss: 0.031231 | val_loss: 0.0312294 | Time: 1046.24 ms [2022-04-11 07:43:58 main:574] : INFO : Epoch 1687 | loss: 0.0312325 | val_loss: 0.0312287 | Time: 1053.11 ms [2022-04-11 07:43:59 main:574] : INFO : Epoch 1688 | loss: 0.0312313 | val_loss: 0.03123 | Time: 1046.99 ms [2022-04-11 07:44:00 main:574] : INFO : Epoch 1689 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1051.99 ms [2022-04-11 07:44:01 main:574] : INFO : Epoch 1690 | loss: 0.031231 | val_loss: 0.0312302 | Time: 1046.87 ms [2022-04-11 07:44:02 main:574] : INFO : Epoch 1691 | loss: 0.0312308 | val_loss: 0.031228 | Time: 1052.2 ms [2022-04-11 07:44:03 main:574] : INFO : Epoch 1692 | loss: 0.0312304 | val_loss: 0.0312283 | Time: 1048.97 ms [2022-04-11 07:44:04 main:574] : INFO : Epoch 1693 | loss: 0.0312305 | val_loss: 0.031228 | Time: 1053.34 ms [2022-04-11 07:44:06 main:574] : INFO : Epoch 1694 | loss: 0.0312308 | val_loss: 0.0312311 | Time: 1047.61 ms [2022-04-11 07:44:07 main:574] : INFO : Epoch 1695 | loss: 0.0312323 | val_loss: 0.0312284 | Time: 1052.8 ms [2022-04-11 07:44:08 main:574] : INFO : Epoch 1696 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 1046.94 ms [2022-04-11 07:44:09 main:574] : INFO : Epoch 1697 | loss: 0.0312307 | val_loss: 0.031232 | Time: 1048.98 ms [2022-04-11 07:44:10 main:574] : INFO : Epoch 1698 | loss: 0.0312313 | val_loss: 0.0312287 | Time: 1051.84 ms [2022-04-11 07:44:11 main:574] : INFO : Epoch 1699 | loss: 0.0312319 | val_loss: 0.0312293 | Time: 1048.23 ms [2022-04-11 07:44:12 main:574] : INFO : Epoch 1700 | loss: 0.0312316 | val_loss: 0.031232 | Time: 1051.9 ms [2022-04-11 07:44:14 main:574] : INFO : Epoch 1701 | loss: 0.0312325 | val_loss: 0.031229 | Time: 1046.61 ms [2022-04-11 07:44:15 main:574] : INFO : Epoch 1702 | loss: 0.0312328 | val_loss: 0.0312312 | Time: 1052.21 ms [2022-04-11 07:44:16 main:574] : INFO : Epoch 1703 | loss: 0.031231 | val_loss: 0.0312281 | Time: 1047.27 ms [2022-04-11 07:44:17 main:574] : INFO : Epoch 1704 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 1051.25 ms [2022-04-11 07:44:18 main:574] : INFO : Epoch 1705 | loss: 0.0312327 | val_loss: 0.0312366 | Time: 1048.1 ms [2022-04-11 07:44:19 main:574] : INFO : Epoch 1706 | loss: 0.0312341 | val_loss: 0.0312291 | Time: 1050.74 ms [2022-04-11 07:44:20 main:574] : INFO : Epoch 1707 | loss: 0.0312304 | val_loss: 0.031228 | Time: 1048.24 ms [2022-04-11 07:44:21 main:574] : INFO : Epoch 1708 | loss: 0.0312298 | val_loss: 0.0312305 | Time: 1052.68 ms [2022-04-11 07:44:23 main:574] : INFO : Epoch 1709 | loss: 0.0312316 | val_loss: 0.0312311 | Time: 1046.02 ms [2022-04-11 07:44:24 main:574] : INFO : Epoch 1710 | loss: 0.0312316 | val_loss: 0.0312293 | Time: 1053.08 ms [2022-04-11 07:44:25 main:574] : INFO : Epoch 1711 | loss: 0.0312302 | val_loss: 0.0312292 | Time: 1047.52 ms [2022-04-11 07:44:26 main:574] : INFO : Epoch 1712 | loss: 0.0312307 | val_loss: 0.0312285 | Time: 1050.66 ms [2022-04-11 07:44:27 main:574] : INFO : Epoch 1713 | loss: 0.0312306 | val_loss: 0.0312283 | Time: 1044.67 ms [2022-04-11 07:44:28 main:574] : INFO : Epoch 1714 | loss: 0.03123 | val_loss: 0.0312299 | Time: 1048.88 ms [2022-04-11 07:44:29 main:574] : INFO : Epoch 1715 | loss: 0.0312303 | val_loss: 0.0312281 | Time: 1056.24 ms [2022-04-11 07:44:30 main:574] : INFO : Epoch 1716 | loss: 0.0312303 | val_loss: 0.0312284 | Time: 1048.03 ms [2022-04-11 07:44:32 main:574] : INFO : Epoch 1717 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 1051.46 ms [2022-04-11 07:44:33 main:574] : INFO : Epoch 1718 | loss: 0.031231 | val_loss: 0.0312292 | Time: 1047.25 ms [2022-04-11 07:44:34 main:574] : INFO : Epoch 1719 | loss: 0.0312313 | val_loss: 0.031228 | Time: 1054.67 ms [2022-04-11 07:44:35 main:574] : INFO : Epoch 1720 | loss: 0.0312297 | val_loss: 0.0312286 | Time: 1043.63 ms [2022-04-11 07:44:36 main:574] : INFO : Epoch 1721 | loss: 0.0312307 | val_loss: 0.0312287 | Time: 1051.42 ms [2022-04-11 07:44:37 main:574] : INFO : Epoch 1722 | loss: 0.0312296 | val_loss: 0.031229 | Time: 1046.15 ms [2022-04-11 07:44:38 main:574] : INFO : Epoch 1723 | loss: 0.0312302 | val_loss: 0.0312303 | Time: 1052.88 ms [2022-04-11 07:44:39 main:574] : INFO : Epoch 1724 | loss: 0.0312314 | val_loss: 0.0312314 | Time: 1048.24 ms [2022-04-11 07:44:41 main:574] : INFO : Epoch 1725 | loss: 0.0312329 | val_loss: 0.0312348 | Time: 1050.56 ms [2022-04-11 07:44:42 main:574] : INFO : Epoch 1726 | loss: 0.0312326 | val_loss: 0.0312281 | Time: 1047.96 ms [2022-04-11 07:44:43 main:574] : INFO : Epoch 1727 | loss: 0.0312308 | val_loss: 0.0312306 | Time: 1053.41 ms [2022-04-11 07:44:44 main:574] : INFO : Epoch 1728 | loss: 0.0312309 | val_loss: 0.0312296 | Time: 1049.09 ms [2022-04-11 07:44:45 main:574] : INFO : Epoch 1729 | loss: 0.0312301 | val_loss: 0.0312278 | Time: 1053.02 ms [2022-04-11 07:44:46 main:574] : INFO : Epoch 1730 | loss: 0.0312297 | val_loss: 0.0312314 | Time: 1048.96 ms [2022-04-11 07:44:47 main:574] : INFO : Epoch 1731 | loss: 0.0312315 | val_loss: 0.0312277 | Time: 1051.53 ms [2022-04-11 07:44:49 main:574] : INFO : Epoch 1732 | loss: 0.0312304 | val_loss: 0.0312311 | Time: 1050.13 ms [2022-04-11 07:44:50 main:574] : INFO : Epoch 1733 | loss: 0.0312318 | val_loss: 0.0312278 | Time: 1052.42 ms [2022-04-11 07:44:51 main:574] : INFO : Epoch 1734 | loss: 0.0312297 | val_loss: 0.031229 | Time: 1049.89 ms [2022-04-11 07:44:52 main:574] : INFO : Epoch 1735 | loss: 0.0312305 | val_loss: 0.0312296 | Time: 1056.73 ms [2022-04-11 07:44:53 main:574] : INFO : Epoch 1736 | loss: 0.0312309 | val_loss: 0.0312325 | Time: 1049.91 ms [2022-04-11 07:44:54 main:574] : INFO : Epoch 1737 | loss: 0.0312319 | val_loss: 0.0312282 | Time: 1051.07 ms [2022-04-11 07:44:55 main:574] : INFO : Epoch 1738 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 1044.94 ms [2022-04-11 07:44:57 main:574] : INFO : Epoch 1739 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1053.48 ms [2022-04-11 07:44:58 main:574] : INFO : Epoch 1740 | loss: 0.0312301 | val_loss: 0.0312328 | Time: 1050.05 ms [2022-04-11 07:44:59 main:574] : INFO : Epoch 1741 | loss: 0.0312315 | val_loss: 0.0312283 | Time: 1048.47 ms [2022-04-11 07:45:00 main:574] : INFO : Epoch 1742 | loss: 0.0312308 | val_loss: 0.0312278 | Time: 1049.28 ms [2022-04-11 07:45:01 main:574] : INFO : Epoch 1743 | loss: 0.0312297 | val_loss: 0.0312278 | Time: 1053 ms [2022-04-11 07:45:02 main:574] : INFO : Epoch 1744 | loss: 0.0312301 | val_loss: 0.0312287 | Time: 1048.98 ms [2022-04-11 07:45:03 main:574] : INFO : Epoch 1745 | loss: 0.03123 | val_loss: 0.0312284 | Time: 1052.87 ms [2022-04-11 07:45:04 main:574] : INFO : Epoch 1746 | loss: 0.0312309 | val_loss: 0.0312288 | Time: 1044.57 ms [2022-04-11 07:45:06 main:574] : INFO : Epoch 1747 | loss: 0.0312301 | val_loss: 0.0312281 | Time: 1054.72 ms [2022-04-11 07:45:07 main:574] : INFO : Epoch 1748 | loss: 0.0312297 | val_loss: 0.0312286 | Time: 1046.87 ms [2022-04-11 07:45:08 main:574] : INFO : Epoch 1749 | loss: 0.0312303 | val_loss: 0.0312288 | Time: 1051.47 ms [2022-04-11 07:45:09 main:574] : INFO : Epoch 1750 | loss: 0.0312307 | val_loss: 0.0312285 | Time: 1046.79 ms [2022-04-11 07:45:10 main:574] : INFO : Epoch 1751 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 1054.28 ms [2022-04-11 07:45:11 main:574] : INFO : Epoch 1752 | loss: 0.0312317 | val_loss: 0.0312299 | Time: 1047.93 ms [2022-04-11 07:45:12 main:574] : INFO : Epoch 1753 | loss: 0.0312303 | val_loss: 0.0312283 | Time: 1053.57 ms [2022-04-11 07:45:13 main:574] : INFO : Epoch 1754 | loss: 0.0312308 | val_loss: 0.0312296 | Time: 1047.34 ms [2022-04-11 07:45:15 main:574] : INFO : Epoch 1755 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 1053.51 ms [2022-04-11 07:45:16 main:574] : INFO : Epoch 1756 | loss: 0.0312318 | val_loss: 0.0312301 | Time: 1046.76 ms [2022-04-11 07:45:17 main:574] : INFO : Epoch 1757 | loss: 0.0312316 | val_loss: 0.0312286 | Time: 1050.8 ms [2022-04-11 07:45:18 main:574] : INFO : Epoch 1758 | loss: 0.0312305 | val_loss: 0.0312283 | Time: 1046.87 ms [2022-04-11 07:45:19 main:574] : INFO : Epoch 1759 | loss: 0.0312302 | val_loss: 0.0312284 | Time: 1053.28 ms [2022-04-11 07:45:20 main:574] : INFO : Epoch 1760 | loss: 0.0312299 | val_loss: 0.0312288 | Time: 1049.13 ms [2022-04-11 07:45:21 main:574] : INFO : Epoch 1761 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1053 ms [2022-04-11 07:45:22 main:574] : INFO : Epoch 1762 | loss: 0.0312298 | val_loss: 0.031228 | Time: 1046.24 ms [2022-04-11 07:45:24 main:574] : INFO : Epoch 1763 | loss: 0.0312303 | val_loss: 0.03123 | Time: 1053 ms [2022-04-11 07:45:25 main:574] : INFO : Epoch 1764 | loss: 0.0312303 | val_loss: 0.0312281 | Time: 1049.34 ms [2022-04-11 07:45:26 main:574] : INFO : Epoch 1765 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 1049.3 ms [2022-04-11 07:45:27 main:574] : INFO : Epoch 1766 | loss: 0.0312314 | val_loss: 0.0312278 | Time: 1047.92 ms [2022-04-11 07:45:28 main:574] : INFO : Epoch 1767 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 1053.97 ms [2022-04-11 07:45:29 main:574] : INFO : Epoch 1768 | loss: 0.0312295 | val_loss: 0.0312284 | Time: 1049.49 ms [2022-04-11 07:45:30 main:574] : INFO : Epoch 1769 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1050.58 ms [2022-04-11 07:45:32 main:574] : INFO : Epoch 1770 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 1048.89 ms [2022-04-11 07:45:33 main:574] : INFO : Epoch 1771 | loss: 0.0312304 | val_loss: 0.0312285 | Time: 1054.62 ms [2022-04-11 07:45:34 main:574] : INFO : Epoch 1772 | loss: 0.0312308 | val_loss: 0.0312285 | Time: 1051.21 ms [2022-04-11 07:45:35 main:574] : INFO : Epoch 1773 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 1050.99 ms [2022-04-11 07:45:36 main:574] : INFO : Epoch 1774 | loss: 0.0312316 | val_loss: 0.0312291 | Time: 1047.57 ms [2022-04-11 07:45:37 main:574] : INFO : Epoch 1775 | loss: 0.0312309 | val_loss: 0.0312288 | Time: 1052.62 ms [2022-04-11 07:45:38 main:574] : INFO : Epoch 1776 | loss: 0.0312296 | val_loss: 0.0312283 | Time: 1047.86 ms [2022-04-11 07:45:39 main:574] : INFO : Epoch 1777 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 1051.64 ms [2022-04-11 07:45:41 main:574] : INFO : Epoch 1778 | loss: 0.0312336 | val_loss: 0.0312326 | Time: 1052.33 ms [2022-04-11 07:45:42 main:574] : INFO : Epoch 1779 | loss: 0.0312329 | val_loss: 0.0312294 | Time: 1049.12 ms [2022-04-11 07:45:43 main:574] : INFO : Epoch 1780 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1055.11 ms [2022-04-11 07:45:44 main:574] : INFO : Epoch 1781 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 1049.51 ms [2022-04-11 07:45:45 main:574] : INFO : Epoch 1782 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 1052.53 ms [2022-04-11 07:45:46 main:574] : INFO : Epoch 1783 | loss: 0.0312314 | val_loss: 0.0312358 | Time: 1052.51 ms [2022-04-11 07:45:47 main:574] : INFO : Epoch 1784 | loss: 0.0312344 | val_loss: 0.0312281 | Time: 1052.65 ms [2022-04-11 07:45:48 main:574] : INFO : Epoch 1785 | loss: 0.0312318 | val_loss: 0.0312299 | Time: 1049.97 ms [2022-04-11 07:45:50 main:574] : INFO : Epoch 1786 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1053.31 ms [2022-04-11 07:45:51 main:574] : INFO : Epoch 1787 | loss: 0.0312297 | val_loss: 0.0312282 | Time: 1050.47 ms [2022-04-11 07:45:52 main:574] : INFO : Epoch 1788 | loss: 0.0312299 | val_loss: 0.031228 | Time: 1047.67 ms [2022-04-11 07:45:53 main:574] : INFO : Epoch 1789 | loss: 0.0312303 | val_loss: 0.0312279 | Time: 1051.32 ms [2022-04-11 07:45:54 main:574] : INFO : Epoch 1790 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 1053.67 ms [2022-04-11 07:45:55 main:574] : INFO : Epoch 1791 | loss: 0.0312303 | val_loss: 0.0312279 | Time: 1048.15 ms [2022-04-11 07:45:56 main:574] : INFO : Epoch 1792 | loss: 0.0312317 | val_loss: 0.0312331 | Time: 1057.9 ms [2022-04-11 07:45:57 main:574] : INFO : Epoch 1793 | loss: 0.0312314 | val_loss: 0.0312295 | Time: 1048.29 ms [2022-04-11 07:45:59 main:574] : INFO : Epoch 1794 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 1052.36 ms [2022-04-11 07:46:00 main:574] : INFO : Epoch 1795 | loss: 0.031231 | val_loss: 0.0312283 | Time: 1047.4 ms [2022-04-11 07:46:01 main:574] : INFO : Epoch 1796 | loss: 0.0312296 | val_loss: 0.0312286 | Time: 1052.96 ms [2022-04-11 07:46:02 main:574] : INFO : Epoch 1797 | loss: 0.0312302 | val_loss: 0.0312277 | Time: 1048.63 ms [2022-04-11 07:46:03 main:574] : INFO : Epoch 1798 | loss: 0.0312323 | val_loss: 0.0312318 | Time: 1051.3 ms [2022-04-11 07:46:04 main:574] : INFO : Epoch 1799 | loss: 0.031232 | val_loss: 0.0312286 | Time: 1050.24 ms [2022-04-11 07:46:05 main:574] : INFO : Epoch 1800 | loss: 0.0312309 | val_loss: 0.031228 | Time: 1051.13 ms [2022-04-11 07:46:07 main:574] : INFO : Epoch 1801 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 1047.46 ms [2022-04-11 07:46:08 main:574] : INFO : Epoch 1802 | loss: 0.0312305 | val_loss: 0.0312282 | Time: 1053.45 ms [2022-04-11 07:46:09 main:574] : INFO : Epoch 1803 | loss: 0.0312306 | val_loss: 0.0312278 | Time: 1046.67 ms [2022-04-11 07:46:10 main:574] : INFO : Epoch 1804 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 1056.21 ms [2022-04-11 07:46:11 main:574] : INFO : Epoch 1805 | loss: 0.0312299 | val_loss: 0.031229 | Time: 1046.17 ms [2022-04-11 07:46:12 main:574] : INFO : Epoch 1806 | loss: 0.0312316 | val_loss: 0.0312291 | Time: 1054.34 ms [2022-04-11 07:46:13 main:574] : INFO : Epoch 1807 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 1047.25 ms [2022-04-11 07:46:14 main:574] : INFO : Epoch 1808 | loss: 0.0312312 | val_loss: 0.0312302 | Time: 1051.46 ms [2022-04-11 07:46:16 main:574] : INFO : Epoch 1809 | loss: 0.0312306 | val_loss: 0.0312283 | Time: 1048.9 ms [2022-04-11 07:46:17 main:574] : INFO : Epoch 1810 | loss: 0.0312314 | val_loss: 0.0312288 | Time: 1053.45 ms [2022-04-11 07:46:18 main:574] : INFO : Epoch 1811 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 1045.17 ms [2022-04-11 07:46:19 main:574] : INFO : Epoch 1812 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1058.29 ms [2022-04-11 07:46:20 main:574] : INFO : Epoch 1813 | loss: 0.0312305 | val_loss: 0.0312279 | Time: 1050.38 ms [2022-04-11 07:46:21 main:574] : INFO : Epoch 1814 | loss: 0.03123 | val_loss: 0.0312277 | Time: 1051.36 ms [2022-04-11 07:46:22 main:574] : INFO : Epoch 1815 | loss: 0.0312299 | val_loss: 0.0312279 | Time: 1049.8 ms [2022-04-11 07:46:23 main:574] : INFO : Epoch 1816 | loss: 0.031232 | val_loss: 0.0312298 | Time: 1052.34 ms [2022-04-11 07:46:25 main:574] : INFO : Epoch 1817 | loss: 0.03123 | val_loss: 0.0312277 | Time: 1050.16 ms [2022-04-11 07:46:26 main:574] : INFO : Epoch 1818 | loss: 0.0312303 | val_loss: 0.031228 | Time: 1048.36 ms [2022-04-11 07:46:27 main:574] : INFO : Epoch 1819 | loss: 0.0312319 | val_loss: 0.031231 | Time: 1052.67 ms [2022-04-11 07:46:28 main:574] : INFO : Epoch 1820 | loss: 0.0312316 | val_loss: 0.0312282 | Time: 1052.51 ms [2022-04-11 07:46:29 main:574] : INFO : Epoch 1821 | loss: 0.0312305 | val_loss: 0.0312281 | Time: 1049.04 ms [2022-04-11 07:46:30 main:574] : INFO : Epoch 1822 | loss: 0.03123 | val_loss: 0.0312278 | Time: 1054.48 ms [2022-04-11 07:46:31 main:574] : INFO : Epoch 1823 | loss: 0.0312296 | val_loss: 0.0312304 | Time: 1046.37 ms [2022-04-11 07:46:33 main:574] : INFO : Epoch 1824 | loss: 0.0312314 | val_loss: 0.0312282 | Time: 1053.83 ms [2022-04-11 07:46:34 main:574] : INFO : Epoch 1825 | loss: 0.0312312 | val_loss: 0.0312291 | Time: 1047.55 ms [2022-04-11 07:46:35 main:574] : INFO : Epoch 1826 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 1053.37 ms [2022-04-11 07:46:36 main:574] : INFO : Epoch 1827 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 1048.6 ms [2022-04-11 07:46:37 main:574] : INFO : Epoch 1828 | loss: 0.0312298 | val_loss: 0.0312288 | Time: 1052.6 ms [2022-04-11 07:46:38 main:574] : INFO : Epoch 1829 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 1046.86 ms [2022-04-11 07:46:39 main:574] : INFO : Epoch 1830 | loss: 0.0312299 | val_loss: 0.0312276 | Time: 1054.63 ms [2022-04-11 07:46:40 main:574] : INFO : Epoch 1831 | loss: 0.03123 | val_loss: 0.0312281 | Time: 1046.45 ms [2022-04-11 07:46:42 main:574] : INFO : Epoch 1832 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 1049.39 ms [2022-04-11 07:46:43 main:574] : INFO : Epoch 1833 | loss: 0.03123 | val_loss: 0.0312289 | Time: 1053.13 ms [2022-04-11 07:46:44 main:574] : INFO : Epoch 1834 | loss: 0.0312326 | val_loss: 0.0312315 | Time: 1048.48 ms [2022-04-11 07:46:45 main:574] : INFO : Epoch 1835 | loss: 0.0312316 | val_loss: 0.0312293 | Time: 1052.34 ms [2022-04-11 07:46:46 main:574] : INFO : Epoch 1836 | loss: 0.0312308 | val_loss: 0.0312284 | Time: 1050.56 ms [2022-04-11 07:46:47 main:574] : INFO : Epoch 1837 | loss: 0.03123 | val_loss: 0.031228 | Time: 1051.31 ms [2022-04-11 07:46:48 main:574] : INFO : Epoch 1838 | loss: 0.0312302 | val_loss: 0.0312292 | Time: 1051.34 ms [2022-04-11 07:46:49 main:574] : INFO : Epoch 1839 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 1047.32 ms [2022-04-11 07:46:51 main:574] : INFO : Epoch 1840 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 1051.94 ms [2022-04-11 07:46:52 main:574] : INFO : Epoch 1841 | loss: 0.0312309 | val_loss: 0.0312287 | Time: 1048.98 ms [2022-04-11 07:46:53 main:574] : INFO : Epoch 1842 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1052.4 ms [2022-04-11 07:46:54 main:574] : INFO : Epoch 1843 | loss: 0.0312302 | val_loss: 0.0312283 | Time: 1048.22 ms [2022-04-11 07:46:55 main:574] : INFO : Epoch 1844 | loss: 0.0312299 | val_loss: 0.0312296 | Time: 1053.45 ms [2022-04-11 07:46:56 main:574] : INFO : Epoch 1845 | loss: 0.0312304 | val_loss: 0.0312286 | Time: 1050.01 ms [2022-04-11 07:46:57 main:574] : INFO : Epoch 1846 | loss: 0.03123 | val_loss: 0.0312292 | Time: 1052.43 ms [2022-04-11 07:46:59 main:574] : INFO : Epoch 1847 | loss: 0.0312301 | val_loss: 0.0312318 | Time: 1049.55 ms [2022-04-11 07:47:00 main:574] : INFO : Epoch 1848 | loss: 0.0312313 | val_loss: 0.0312278 | Time: 1054.53 ms [2022-04-11 07:47:01 main:574] : INFO : Epoch 1849 | loss: 0.0312297 | val_loss: 0.0312286 | Time: 1047.21 ms [2022-04-11 07:47:02 main:574] : INFO : Epoch 1850 | loss: 0.0312298 | val_loss: 0.0312282 | Time: 1054.75 ms [2022-04-11 07:47:03 main:574] : INFO : Epoch 1851 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 1049.95 ms [2022-04-11 07:47:04 main:574] : INFO : Epoch 1852 | loss: 0.0312309 | val_loss: 0.0312335 | Time: 1052.46 ms [2022-04-11 07:47:05 main:574] : INFO : Epoch 1853 | loss: 0.0312312 | val_loss: 0.0312283 | Time: 1050.42 ms [2022-04-11 07:47:06 main:574] : INFO : Epoch 1854 | loss: 0.0312299 | val_loss: 0.0312311 | Time: 1055.57 ms [2022-04-11 07:47:08 main:574] : INFO : Epoch 1855 | loss: 0.0312321 | val_loss: 0.0312289 | Time: 1048.44 ms [2022-04-11 07:47:09 main:574] : INFO : Epoch 1856 | loss: 0.0312308 | val_loss: 0.0312292 | Time: 1049.17 ms [2022-04-11 07:47:10 main:574] : INFO : Epoch 1857 | loss: 0.0312303 | val_loss: 0.031229 | Time: 1050.22 ms [2022-04-11 07:47:11 main:574] : INFO : Epoch 1858 | loss: 0.0312303 | val_loss: 0.0312292 | Time: 1047.18 ms [2022-04-11 07:47:12 main:574] : INFO : Epoch 1859 | loss: 0.03123 | val_loss: 0.0312282 | Time: 1049.11 ms [2022-04-11 07:47:13 main:574] : INFO : Epoch 1860 | loss: 0.0312308 | val_loss: 0.031229 | Time: 1047.2 ms [2022-04-11 07:47:14 main:574] : INFO : Epoch 1861 | loss: 0.0312302 | val_loss: 0.0312276 | Time: 1051.26 ms [2022-04-11 07:47:15 main:574] : INFO : Epoch 1862 | loss: 0.0312314 | val_loss: 0.0312305 | Time: 1049.98 ms [2022-04-11 07:47:17 main:574] : INFO : Epoch 1863 | loss: 0.0312303 | val_loss: 0.0312296 | Time: 1052.51 ms [2022-04-11 07:47:18 main:574] : INFO : Epoch 1864 | loss: 0.0312305 | val_loss: 0.0312286 | Time: 1048.3 ms [2022-04-11 07:47:19 main:574] : INFO : Epoch 1865 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1053.3 ms [2022-04-11 07:47:20 main:574] : INFO : Epoch 1866 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 1049.1 ms [2022-04-11 07:47:21 main:574] : INFO : Epoch 1867 | loss: 0.031234 | val_loss: 0.0312315 | Time: 1052.38 ms [2022-04-11 07:47:22 main:574] : INFO : Epoch 1868 | loss: 0.0312305 | val_loss: 0.0312281 | Time: 1048.71 ms [2022-04-11 07:47:23 main:574] : INFO : Epoch 1869 | loss: 0.03123 | val_loss: 0.0312279 | Time: 1054.76 ms [2022-04-11 07:47:24 main:574] : INFO : Epoch 1870 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1046.66 ms [2022-04-11 07:47:26 main:574] : INFO : Epoch 1871 | loss: 0.0312303 | val_loss: 0.0312284 | Time: 1053.53 ms [2022-04-11 07:47:27 main:574] : INFO : Epoch 1872 | loss: 0.0312296 | val_loss: 0.0312283 | Time: 1049.89 ms [2022-04-11 07:47:28 main:574] : INFO : Epoch 1873 | loss: 0.0312303 | val_loss: 0.0312282 | Time: 1054.77 ms [2022-04-11 07:47:29 main:574] : INFO : Epoch 1874 | loss: 0.0312298 | val_loss: 0.031229 | Time: 1047.99 ms [2022-04-11 07:47:30 main:574] : INFO : Epoch 1875 | loss: 0.0312296 | val_loss: 0.0312283 | Time: 1052.65 ms [2022-04-11 07:47:31 main:574] : INFO : Epoch 1876 | loss: 0.0312306 | val_loss: 0.0312309 | Time: 1049.18 ms [2022-04-11 07:47:32 main:574] : INFO : Epoch 1877 | loss: 0.0312313 | val_loss: 0.0312285 | Time: 1055.51 ms [2022-04-11 07:47:34 main:574] : INFO : Epoch 1878 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 1048.9 ms [2022-04-11 07:47:35 main:574] : INFO : Epoch 1879 | loss: 0.031231 | val_loss: 0.0312278 | Time: 1052.1 ms [2022-04-11 07:47:36 main:574] : INFO : Epoch 1880 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 1051.88 ms [2022-04-11 07:47:37 main:574] : INFO : Epoch 1881 | loss: 0.0312327 | val_loss: 0.0312313 | Time: 1052.72 ms [2022-04-11 07:47:38 main:574] : INFO : Epoch 1882 | loss: 0.0312307 | val_loss: 0.0312282 | Time: 1048.42 ms [2022-04-11 07:47:39 main:574] : INFO : Epoch 1883 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 1051.42 ms [2022-04-11 07:47:40 main:574] : INFO : Epoch 1884 | loss: 0.0312326 | val_loss: 0.0312292 | Time: 1049.7 ms [2022-04-11 07:47:41 main:574] : INFO : Epoch 1885 | loss: 0.0312322 | val_loss: 0.0312297 | Time: 1052.23 ms [2022-04-11 07:47:43 main:574] : INFO : Epoch 1886 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1053.63 ms [2022-04-11 07:47:44 main:574] : INFO : Epoch 1887 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1052.6 ms [2022-04-11 07:47:45 main:574] : INFO : Epoch 1888 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 1052.1 ms [2022-04-11 07:47:46 main:574] : INFO : Epoch 1889 | loss: 0.0312317 | val_loss: 0.0312278 | Time: 1054.49 ms [2022-04-11 07:47:47 main:574] : INFO : Epoch 1890 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 1050.06 ms [2022-04-11 07:47:48 main:574] : INFO : Epoch 1891 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 1052.52 ms [2022-04-11 07:47:49 main:574] : INFO : Epoch 1892 | loss: 0.0312307 | val_loss: 0.031228 | Time: 1050.35 ms [2022-04-11 07:47:51 main:574] : INFO : Epoch 1893 | loss: 0.03123 | val_loss: 0.0312301 | Time: 1052.49 ms [2022-04-11 07:47:52 main:574] : INFO : Epoch 1894 | loss: 0.0312304 | val_loss: 0.0312279 | Time: 1050.96 ms [2022-04-11 07:47:53 main:574] : INFO : Epoch 1895 | loss: 0.0312301 | val_loss: 0.0312276 | Time: 1050.73 ms [2022-04-11 07:47:54 main:574] : INFO : Epoch 1896 | loss: 0.0312298 | val_loss: 0.0312284 | Time: 1046.08 ms [2022-04-11 07:47:55 main:574] : INFO : Epoch 1897 | loss: 0.0312302 | val_loss: 0.0312287 | Time: 1053.82 ms [2022-04-11 07:47:56 main:574] : INFO : Epoch 1898 | loss: 0.0312307 | val_loss: 0.0312282 | Time: 1049.41 ms [2022-04-11 07:47:57 main:574] : INFO : Epoch 1899 | loss: 0.0312303 | val_loss: 0.0312317 | Time: 1053.9 ms [2022-04-11 07:47:58 main:574] : INFO : Epoch 1900 | loss: 0.0312311 | val_loss: 0.0312295 | Time: 1046.99 ms [2022-04-11 07:48:00 main:574] : INFO : Epoch 1901 | loss: 0.0312305 | val_loss: 0.031231 | Time: 1053.1 ms [2022-04-11 07:48:01 main:574] : INFO : Epoch 1902 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 1050.71 ms [2022-04-11 07:48:02 main:574] : INFO : Epoch 1903 | loss: 0.0312302 | val_loss: 0.031228 | Time: 1052.11 ms [2022-04-11 07:48:03 main:574] : INFO : Epoch 1904 | loss: 0.0312301 | val_loss: 0.0312285 | Time: 1047.78 ms [2022-04-11 07:48:04 main:574] : INFO : Epoch 1905 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 1053.32 ms [2022-04-11 07:48:05 main:574] : INFO : Epoch 1906 | loss: 0.031231 | val_loss: 0.0312291 | Time: 1048.49 ms [2022-04-11 07:48:06 main:574] : INFO : Epoch 1907 | loss: 0.0312309 | val_loss: 0.0312278 | Time: 1050.38 ms [2022-04-11 07:48:08 main:574] : INFO : Epoch 1908 | loss: 0.0312305 | val_loss: 0.0312285 | Time: 1050.22 ms [2022-04-11 07:48:09 main:574] : INFO : Epoch 1909 | loss: 0.0312318 | val_loss: 0.0312291 | Time: 1053.87 ms [2022-04-11 07:48:10 main:574] : INFO : Epoch 1910 | loss: 0.0312316 | val_loss: 0.0312284 | Time: 1049.23 ms [2022-04-11 07:48:11 main:574] : INFO : Epoch 1911 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 1051.24 ms [2022-04-11 07:48:12 main:574] : INFO : Epoch 1912 | loss: 0.0312304 | val_loss: 0.0312279 | Time: 1049.45 ms [2022-04-11 07:48:13 main:574] : INFO : Epoch 1913 | loss: 0.03123 | val_loss: 0.0312289 | Time: 1053.43 ms [2022-04-11 07:48:14 main:574] : INFO : Epoch 1914 | loss: 0.03123 | val_loss: 0.0312278 | Time: 1048.61 ms [2022-04-11 07:48:15 main:574] : INFO : Epoch 1915 | loss: 0.0312302 | val_loss: 0.0312282 | Time: 1053.32 ms [2022-04-11 07:48:17 main:574] : INFO : Epoch 1916 | loss: 0.0312302 | val_loss: 0.031228 | Time: 1049.49 ms [2022-04-11 07:48:18 main:574] : INFO : Epoch 1917 | loss: 0.0312305 | val_loss: 0.0312291 | Time: 1053.61 ms [2022-04-11 07:48:19 main:574] : INFO : Epoch 1918 | loss: 0.0312306 | val_loss: 0.0312282 | Time: 1047.81 ms [2022-04-11 07:48:20 main:574] : INFO : Epoch 1919 | loss: 0.0312313 | val_loss: 0.0312305 | Time: 1053.25 ms [2022-04-11 07:48:21 main:574] : INFO : Epoch 1920 | loss: 0.0312311 | val_loss: 0.0312292 | Time: 1048.54 ms [2022-04-11 07:48:22 main:574] : INFO : Epoch 1921 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 1051.6 ms [2022-04-11 07:48:23 main:574] : INFO : Epoch 1922 | loss: 0.0312305 | val_loss: 0.0312282 | Time: 1045.29 ms [2022-04-11 07:48:24 main:574] : INFO : Epoch 1923 | loss: 0.0312319 | val_loss: 0.0312286 | Time: 1053.08 ms [2022-04-11 07:48:26 main:574] : INFO : Epoch 1924 | loss: 0.0312314 | val_loss: 0.0312289 | Time: 1052.57 ms [2022-04-11 07:48:27 main:574] : INFO : Epoch 1925 | loss: 0.031231 | val_loss: 0.0312283 | Time: 1052.25 ms [2022-04-11 07:48:28 main:574] : INFO : Epoch 1926 | loss: 0.0312302 | val_loss: 0.0312291 | Time: 1048.6 ms [2022-04-11 07:48:29 main:574] : INFO : Epoch 1927 | loss: 0.0312302 | val_loss: 0.031228 | Time: 1055.18 ms [2022-04-11 07:48:30 main:574] : INFO : Epoch 1928 | loss: 0.0312296 | val_loss: 0.0312276 | Time: 1049.45 ms [2022-04-11 07:48:31 main:574] : INFO : Epoch 1929 | loss: 0.0312313 | val_loss: 0.031228 | Time: 1052.71 ms [2022-04-11 07:48:32 main:574] : INFO : Epoch 1930 | loss: 0.031233 | val_loss: 0.0312293 | Time: 1047.75 ms [2022-04-11 07:48:34 main:574] : INFO : Epoch 1931 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 1051.46 ms [2022-04-11 07:48:35 main:574] : INFO : Epoch 1932 | loss: 0.0312299 | val_loss: 0.0312279 | Time: 1047.74 ms [2022-04-11 07:48:36 main:574] : INFO : Epoch 1933 | loss: 0.0312308 | val_loss: 0.0312357 | Time: 1053.37 ms [2022-04-11 07:48:37 main:574] : INFO : Epoch 1934 | loss: 0.0312302 | val_loss: 0.0312297 | Time: 1048.43 ms [2022-04-11 07:48:38 main:574] : INFO : Epoch 1935 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1052.58 ms [2022-04-11 07:48:39 main:574] : INFO : Epoch 1936 | loss: 0.0312299 | val_loss: 0.0312278 | Time: 1048.9 ms [2022-04-11 07:48:40 main:574] : INFO : Epoch 1937 | loss: 0.0312304 | val_loss: 0.0312283 | Time: 1049.69 ms [2022-04-11 07:48:41 main:574] : INFO : Epoch 1938 | loss: 0.0312313 | val_loss: 0.031229 | Time: 1050.54 ms [2022-04-11 07:48:43 main:574] : INFO : Epoch 1939 | loss: 0.03123 | val_loss: 0.0312318 | Time: 1049.57 ms [2022-04-11 07:48:44 main:574] : INFO : Epoch 1940 | loss: 0.0312312 | val_loss: 0.0312293 | Time: 1053.53 ms [2022-04-11 07:48:45 main:574] : INFO : Epoch 1941 | loss: 0.0312316 | val_loss: 0.031228 | Time: 1046.84 ms [2022-04-11 07:48:46 main:574] : INFO : Epoch 1942 | loss: 0.0312311 | val_loss: 0.0312284 | Time: 1052.65 ms [2022-04-11 07:48:47 main:574] : INFO : Epoch 1943 | loss: 0.03123 | val_loss: 0.0312293 | Time: 1049.77 ms [2022-04-11 07:48:48 main:574] : INFO : Epoch 1944 | loss: 0.0312301 | val_loss: 0.0312296 | Time: 1052.09 ms [2022-04-11 07:48:49 main:574] : INFO : Epoch 1945 | loss: 0.03123 | val_loss: 0.0312283 | Time: 1049.12 ms [2022-04-11 07:48:51 main:574] : INFO : Epoch 1946 | loss: 0.0312301 | val_loss: 0.0312299 | Time: 1053.52 ms [2022-04-11 07:48:52 main:574] : INFO : Epoch 1947 | loss: 0.0312302 | val_loss: 0.031229 | Time: 1050.83 ms [2022-04-11 07:48:53 main:574] : INFO : Epoch 1948 | loss: 0.0312303 | val_loss: 0.0312296 | Time: 1052.87 ms [2022-04-11 07:48:54 main:574] : INFO : Epoch 1949 | loss: 0.0312309 | val_loss: 0.0312311 | Time: 1049.23 ms [2022-04-11 07:48:55 main:574] : INFO : Epoch 1950 | loss: 0.0312329 | val_loss: 0.031229 | Time: 1053.8 ms [2022-04-11 07:48:56 main:574] : INFO : Epoch 1951 | loss: 0.031231 | val_loss: 0.0312292 | Time: 1047.69 ms [2022-04-11 07:48:57 main:574] : INFO : Epoch 1952 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 1051.23 ms [2022-04-11 07:48:59 main:574] : INFO : Epoch 1953 | loss: 0.0312301 | val_loss: 0.0312298 | Time: 1049.22 ms [2022-04-11 07:49:00 main:574] : INFO : Epoch 1954 | loss: 0.0312307 | val_loss: 0.0312285 | Time: 1053.24 ms [2022-04-11 07:49:01 main:574] : INFO : Epoch 1955 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 1048.14 ms [2022-04-11 07:49:02 main:574] : INFO : Epoch 1956 | loss: 0.0312315 | val_loss: 0.0312306 | Time: 1052.99 ms [2022-04-11 07:49:03 main:574] : INFO : Epoch 1957 | loss: 0.0312314 | val_loss: 0.0312283 | Time: 1047.28 ms [2022-04-11 07:49:04 main:574] : INFO : Epoch 1958 | loss: 0.031231 | val_loss: 0.031231 | Time: 1051.46 ms [2022-04-11 07:49:05 main:574] : INFO : Epoch 1959 | loss: 0.0312309 | val_loss: 0.0312287 | Time: 1048.11 ms [2022-04-11 07:49:06 main:574] : INFO : Epoch 1960 | loss: 0.0312307 | val_loss: 0.0312289 | Time: 1055.25 ms [2022-04-11 07:49:07 main:574] : INFO : Epoch 1961 | loss: 0.0312302 | val_loss: 0.0312284 | Time: 1049.48 ms [2022-04-11 07:49:09 main:574] : INFO : Epoch 1962 | loss: 0.0312309 | val_loss: 0.031228 | Time: 1053 ms [2022-04-11 07:49:10 main:574] : INFO : Epoch 1963 | loss: 0.0312297 | val_loss: 0.0312282 | Time: 1049.31 ms [2022-04-11 07:49:11 main:574] : INFO : Epoch 1964 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 1052.78 ms [2022-04-11 07:49:12 main:574] : INFO : Epoch 1965 | loss: 0.0312306 | val_loss: 0.0312292 | Time: 1047.61 ms [2022-04-11 07:49:13 main:574] : INFO : Epoch 1966 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 1056.32 ms [2022-04-11 07:49:14 main:574] : INFO : Epoch 1967 | loss: 0.0312315 | val_loss: 0.0312286 | Time: 1048.44 ms [2022-04-11 07:49:16 main:574] : INFO : Epoch 1968 | loss: 0.0312303 | val_loss: 0.0312286 | Time: 1051.65 ms [2022-04-11 07:49:17 main:574] : INFO : Epoch 1969 | loss: 0.0312298 | val_loss: 0.0312279 | Time: 1048.26 ms [2022-04-11 07:49:18 main:574] : INFO : Epoch 1970 | loss: 0.03123 | val_loss: 0.0312276 | Time: 1051.68 ms [2022-04-11 07:49:19 main:574] : INFO : Epoch 1971 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1051.19 ms [2022-04-11 07:49:20 main:574] : INFO : Epoch 1972 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1052.19 ms [2022-04-11 07:49:21 main:574] : INFO : Epoch 1973 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1050.61 ms [2022-04-11 07:49:22 main:574] : INFO : Epoch 1974 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1050.53 ms [2022-04-11 07:49:23 main:574] : INFO : Epoch 1975 | loss: 0.0312303 | val_loss: 0.0312282 | Time: 1049.09 ms [2022-04-11 07:49:25 main:574] : INFO : Epoch 1976 | loss: 0.0312306 | val_loss: 0.0312309 | Time: 1052.15 ms [2022-04-11 07:49:26 main:574] : INFO : Epoch 1977 | loss: 0.0312301 | val_loss: 0.0312282 | Time: 1048.79 ms [2022-04-11 07:49:27 main:574] : INFO : Epoch 1978 | loss: 0.0312299 | val_loss: 0.0312285 | Time: 1054.05 ms [2022-04-11 07:49:28 main:574] : INFO : Epoch 1979 | loss: 0.0312299 | val_loss: 0.0312278 | Time: 1051.66 ms [2022-04-11 07:49:29 main:574] : INFO : Epoch 1980 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1051.79 ms [2022-04-11 07:49:30 main:574] : INFO : Epoch 1981 | loss: 0.0312305 | val_loss: 0.0312283 | Time: 1047.39 ms [2022-04-11 07:49:31 main:574] : INFO : Epoch 1982 | loss: 0.0312301 | val_loss: 0.0312281 | Time: 1053.37 ms [2022-04-11 07:49:32 main:574] : INFO : Epoch 1983 | loss: 0.0312302 | val_loss: 0.0312292 | Time: 1047.6 ms [2022-04-11 07:49:34 main:574] : INFO : Epoch 1984 | loss: 0.0312303 | val_loss: 0.0312283 | Time: 1053.43 ms [2022-04-11 07:49:35 main:574] : INFO : Epoch 1985 | loss: 0.03123 | val_loss: 0.0312278 | Time: 1050.42 ms [2022-04-11 07:49:36 main:574] : INFO : Epoch 1986 | loss: 0.031231 | val_loss: 0.0312284 | Time: 1050.31 ms [2022-04-11 07:49:37 main:574] : INFO : Epoch 1987 | loss: 0.0312299 | val_loss: 0.0312277 | Time: 1045.65 ms [2022-04-11 07:49:38 main:574] : INFO : Epoch 1988 | loss: 0.0312304 | val_loss: 0.031229 | Time: 1049.8 ms [2022-04-11 07:49:39 main:574] : INFO : Epoch 1989 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 1052.57 ms [2022-04-11 07:49:40 main:574] : INFO : Epoch 1990 | loss: 0.0312311 | val_loss: 0.0312277 | Time: 1048.8 ms [2022-04-11 07:49:41 main:574] : INFO : Epoch 1991 | loss: 0.0312317 | val_loss: 0.0312289 | Time: 1052.69 ms [2022-04-11 07:49:43 main:574] : INFO : Epoch 1992 | loss: 0.0312318 | val_loss: 0.0312289 | Time: 1046.62 ms [2022-04-11 07:49:44 main:574] : INFO : Epoch 1993 | loss: 0.0312303 | val_loss: 0.0312279 | Time: 1051.18 ms [2022-04-11 07:49:45 main:574] : INFO : Epoch 1994 | loss: 0.0312296 | val_loss: 0.0312279 | Time: 1046.41 ms [2022-04-11 07:49:46 main:574] : INFO : Epoch 1995 | loss: 0.0312301 | val_loss: 0.0312297 | Time: 1051.38 ms [2022-04-11 07:49:47 main:574] : INFO : Epoch 1996 | loss: 0.0312314 | val_loss: 0.0312284 | Time: 1049.63 ms [2022-04-11 07:49:48 main:574] : INFO : Epoch 1997 | loss: 0.0312298 | val_loss: 0.0312292 | Time: 1051.65 ms [2022-04-11 07:49:49 main:574] : INFO : Epoch 1998 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 1048.23 ms [2022-04-11 07:49:51 main:574] : INFO : Epoch 1999 | loss: 0.0312315 | val_loss: 0.031228 | Time: 1053.7 ms [2022-04-11 07:49:52 main:574] : INFO : Epoch 2000 | loss: 0.0312302 | val_loss: 0.0312281 | Time: 1049.46 ms [2022-04-11 07:49:53 main:574] : INFO : Epoch 2001 | loss: 0.03123 | val_loss: 0.031228 | Time: 1050.62 ms [2022-04-11 07:49:54 main:574] : INFO : Epoch 2002 | loss: 0.0312305 | val_loss: 0.0312279 | Time: 1048.13 ms [2022-04-11 07:49:55 main:574] : INFO : Epoch 2003 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 1049.36 ms [2022-04-11 07:49:56 main:574] : INFO : Epoch 2004 | loss: 0.0312313 | val_loss: 0.0312293 | Time: 1051 ms [2022-04-11 07:49:57 main:574] : INFO : Epoch 2005 | loss: 0.0312306 | val_loss: 0.0312312 | Time: 1052.91 ms [2022-04-11 07:49:58 main:574] : INFO : Epoch 2006 | loss: 0.0312325 | val_loss: 0.0312292 | Time: 1047.99 ms [2022-04-11 07:50:00 main:574] : INFO : Epoch 2007 | loss: 0.0312327 | val_loss: 0.0312326 | Time: 1052.03 ms [2022-04-11 07:50:01 main:574] : INFO : Epoch 2008 | loss: 0.0312316 | val_loss: 0.0312282 | Time: 1051.45 ms [2022-04-11 07:50:02 main:574] : INFO : Epoch 2009 | loss: 0.031231 | val_loss: 0.0312289 | Time: 1050.93 ms [2022-04-11 07:50:03 main:574] : INFO : Epoch 2010 | loss: 0.0312318 | val_loss: 0.0312279 | Time: 1050.34 ms [2022-04-11 07:50:04 main:574] : INFO : Epoch 2011 | loss: 0.0312304 | val_loss: 0.0312283 | Time: 1053.22 ms [2022-04-11 07:50:05 main:574] : INFO : Epoch 2012 | loss: 0.0312301 | val_loss: 0.0312287 | Time: 1051.83 ms [2022-04-11 07:50:06 main:574] : INFO : Epoch 2013 | loss: 0.0312302 | val_loss: 0.0312288 | Time: 1050.63 ms [2022-04-11 07:50:08 main:574] : INFO : Epoch 2014 | loss: 0.031231 | val_loss: 0.0312289 | Time: 1048.39 ms [2022-04-11 07:50:09 main:574] : INFO : Epoch 2015 | loss: 0.0312301 | val_loss: 0.0312326 | Time: 1056.09 ms [2022-04-11 07:50:10 main:574] : INFO : Epoch 2016 | loss: 0.0312303 | val_loss: 0.0312281 | Time: 1047.25 ms [2022-04-11 07:50:11 main:574] : INFO : Epoch 2017 | loss: 0.0312302 | val_loss: 0.0312285 | Time: 1054.18 ms [2022-04-11 07:50:12 main:574] : INFO : Epoch 2018 | loss: 0.0312305 | val_loss: 0.031228 | Time: 1051.06 ms [2022-04-11 07:50:13 main:574] : INFO : Epoch 2019 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 1053.79 ms [2022-04-11 07:50:14 main:574] : INFO : Epoch 2020 | loss: 0.03123 | val_loss: 0.0312284 | Time: 1048.62 ms [2022-04-11 07:50:16 main:574] : INFO : Epoch 2021 | loss: 0.0312317 | val_loss: 0.0312285 | Time: 1053.31 ms [2022-04-11 07:50:17 main:574] : INFO : Epoch 2022 | loss: 0.0312308 | val_loss: 0.031228 | Time: 1047.93 ms [2022-04-11 07:50:18 main:574] : INFO : Epoch 2023 | loss: 0.0312299 | val_loss: 0.031229 | Time: 1053.64 ms [2022-04-11 07:50:19 main:574] : INFO : Epoch 2024 | loss: 0.0312297 | val_loss: 0.0312278 | Time: 1048.94 ms [2022-04-11 07:50:20 main:574] : INFO : Epoch 2025 | loss: 0.0312303 | val_loss: 0.0312283 | Time: 1052.64 ms [2022-04-11 07:50:21 main:574] : INFO : Epoch 2026 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 1048.56 ms [2022-04-11 07:50:22 main:574] : INFO : Epoch 2027 | loss: 0.031231 | val_loss: 0.0312314 | Time: 1053.47 ms [2022-04-11 07:50:23 main:574] : INFO : Epoch 2028 | loss: 0.03123 | val_loss: 0.0312279 | Time: 1049.32 ms [2022-04-11 07:50:25 main:574] : INFO : Epoch 2029 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 1051.26 ms [2022-04-11 07:50:26 main:574] : INFO : Epoch 2030 | loss: 0.0312296 | val_loss: 0.0312282 | Time: 1042.93 ms [2022-04-11 07:50:27 main:574] : INFO : Epoch 2031 | loss: 0.03123 | val_loss: 0.0312276 | Time: 1053.19 ms [2022-04-11 07:50:28 main:574] : INFO : Epoch 2032 | loss: 0.0312305 | val_loss: 0.0312281 | Time: 1049.43 ms [2022-04-11 07:50:29 main:574] : INFO : Epoch 2033 | loss: 0.0312302 | val_loss: 0.0312282 | Time: 1049.89 ms [2022-04-11 07:50:30 main:574] : INFO : Epoch 2034 | loss: 0.0312303 | val_loss: 0.0312277 | Time: 1046.14 ms [2022-04-11 07:50:31 main:574] : INFO : Epoch 2035 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 1057.13 ms [2022-04-11 07:50:32 main:574] : INFO : Epoch 2036 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 1051.37 ms [2022-04-11 07:50:34 main:574] : INFO : Epoch 2037 | loss: 0.0312297 | val_loss: 0.0312282 | Time: 1054.06 ms [2022-04-11 07:50:35 main:574] : INFO : Epoch 2038 | loss: 0.0312301 | val_loss: 0.0312278 | Time: 1047.96 ms [2022-04-11 07:50:36 main:574] : INFO : Epoch 2039 | loss: 0.0312311 | val_loss: 0.031228 | Time: 1053.06 ms [2022-04-11 07:50:37 main:574] : INFO : Epoch 2040 | loss: 0.0312313 | val_loss: 0.031234 | Time: 1048.15 ms [2022-04-11 07:50:38 main:574] : INFO : Epoch 2041 | loss: 0.0312366 | val_loss: 0.0312394 | Time: 1052.96 ms [2022-04-11 07:50:39 main:574] : INFO : Epoch 2042 | loss: 0.0312441 | val_loss: 0.0312459 | Time: 1047.54 ms [2022-04-11 07:50:40 main:574] : INFO : Epoch 2043 | loss: 0.0312519 | val_loss: 0.0312394 | Time: 1054.05 ms [2022-04-11 07:50:41 main:574] : INFO : Epoch 2044 | loss: 0.0312382 | val_loss: 0.0312309 | Time: 1047.73 ms [2022-04-11 07:50:43 main:574] : INFO : Epoch 2045 | loss: 0.0312321 | val_loss: 0.0312291 | Time: 1050.05 ms [2022-04-11 07:50:44 main:574] : INFO : Epoch 2046 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 1048.82 ms [2022-04-11 07:50:45 main:574] : INFO : Epoch 2047 | loss: 0.0312302 | val_loss: 0.031228 | Time: 1052.19 ms [2022-04-11 07:50:46 main:574] : INFO : Epoch 2048 | loss: 0.0312308 | val_loss: 0.031228 | Time: 1047.29 ms [2022-04-11 07:50:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031228 [2022-04-11 07:50:46 main:603] : INFO : Saving end state to config to file [2022-04-11 07:50:46 main:608] : INFO : Success, exiting.. 07:50:46 (2400): 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)