Task 13512164
| Name | ParityModified-1647046069-12087-1-0_0 |
| Workunit | 10610325 |
| Created | 21 Mar 2022, 17:00:09 UTC |
| Sent | 30 Mar 2022, 17:50:22 UTC |
| Report deadline | 7 Apr 2022, 17:50:22 UTC |
| Received | 30 Mar 2022, 23:18:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 51 min 18 sec |
| CPU time | 3 hours 33 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 6652.71 ms
[2022-03-31 04:19:21 main:574] : INFO : Epoch 1543 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 6552.73 ms
[2022-03-31 04:19:27 main:574] : INFO : Epoch 1544 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 6549.58 ms
[2022-03-31 04:19:34 main:574] : INFO : Epoch 1545 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 6532.81 ms
[2022-03-31 04:19:40 main:574] : INFO : Epoch 1546 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 6549.83 ms
[2022-03-31 04:19:47 main:574] : INFO : Epoch 1547 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 6605.42 ms
[2022-03-31 04:19:53 main:574] : INFO : Epoch 1548 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 6531.65 ms
[2022-03-31 04:20:00 main:574] : INFO : Epoch 1549 | loss: 0.0312468 | val_loss: 0.031247 | Time: 6556.11 ms
[2022-03-31 04:20:07 main:574] : INFO : Epoch 1550 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 6568.65 ms
[2022-03-31 04:20:13 main:574] : INFO : Epoch 1551 | loss: 0.0312469 | val_loss: 0.0312505 | Time: 6584.58 ms
[2022-03-31 04:20:20 main:574] : INFO : Epoch 1552 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 6535.36 ms
[2022-03-31 04:20:26 main:574] : INFO : Epoch 1553 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 6550.19 ms
[2022-03-31 04:20:33 main:574] : INFO : Epoch 1554 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 6572.22 ms
[2022-03-31 04:20:39 main:574] : INFO : Epoch 1555 | loss: 0.0312485 | val_loss: 0.0312512 | Time: 6542.11 ms
[2022-03-31 04:20:46 main:574] : INFO : Epoch 1556 | loss: 0.0312487 | val_loss: 0.0312514 | Time: 6550.69 ms
[2022-03-31 04:20:53 main:574] : INFO : Epoch 1557 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 6582.5 ms
[2022-03-31 04:21:00 main:574] : INFO : Epoch 1558 | loss: 0.0312478 | val_loss: 0.0312505 | Time: 6953.59 ms
[2022-03-31 04:21:06 main:574] : INFO : Epoch 1559 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 6563.31 ms
[2022-03-31 04:21:13 main:574] : INFO : Epoch 1560 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 6735.05 ms
[2022-03-31 04:21:19 main:574] : INFO : Epoch 1561 | loss: 0.0312481 | val_loss: 0.0312504 | Time: 6538.12 ms
[2022-03-31 04:21:26 main:574] : INFO : Epoch 1562 | loss: 0.0312495 | val_loss: 0.0312524 | Time: 6573.9 ms
[2022-03-31 04:21:33 main:574] : INFO : Epoch 1563 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 6557.08 ms
[2022-03-31 04:21:39 main:574] : INFO : Epoch 1564 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 6537.49 ms
[2022-03-31 04:21:46 main:574] : INFO : Epoch 1565 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 6616.39 ms
[2022-03-31 04:21:52 main:574] : INFO : Epoch 1566 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 6558.13 ms
[2022-03-31 04:21:59 main:574] : INFO : Epoch 1567 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 6536.96 ms
[2022-03-31 04:22:05 main:574] : INFO : Epoch 1568 | loss: 0.0312478 | val_loss: 0.031248 | Time: 6561.77 ms
[2022-03-31 04:22:12 main:574] : INFO : Epoch 1569 | loss: 0.0312475 | val_loss: 0.0312518 | Time: 6624.18 ms
[2022-03-31 04:22:19 main:574] : INFO : Epoch 1570 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 6552.53 ms
[2022-03-31 04:22:25 main:574] : INFO : Epoch 1571 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 6538.55 ms
[2022-03-31 04:22:32 main:574] : INFO : Epoch 1572 | loss: 0.031248 | val_loss: 0.0312481 | Time: 6566.56 ms
[2022-03-31 04:22:38 main:574] : INFO : Epoch 1573 | loss: 0.031248 | val_loss: 0.031255 | Time: 6569.11 ms
[2022-03-31 04:22:45 main:574] : INFO : Epoch 1574 | loss: 0.0312512 | val_loss: 0.0312481 | Time: 6544.69 ms
[2022-03-31 04:22:51 main:574] : INFO : Epoch 1575 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 6545.02 ms
[2022-03-31 04:22:58 main:574] : INFO : Epoch 1576 | loss: 0.0312469 | val_loss: 0.031247 | Time: 6541.03 ms
[2022-03-31 04:23:05 main:574] : INFO : Epoch 1577 | loss: 0.0312474 | val_loss: 0.0312499 | Time: 6553.95 ms
[2022-03-31 04:23:11 main:574] : INFO : Epoch 1578 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 6546.22 ms
[2022-03-31 04:23:18 main:574] : INFO : Epoch 1579 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 6546.11 ms
[2022-03-31 04:23:24 main:574] : INFO : Epoch 1580 | loss: 0.0312474 | val_loss: 0.0312515 | Time: 6536.53 ms
[2022-03-31 04:23:31 main:574] : INFO : Epoch 1581 | loss: 0.0312495 | val_loss: 0.031254 | Time: 6582.05 ms
[2022-03-31 04:23:37 main:574] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.0312488 | Time: 6541.93 ms
[2022-03-31 04:23:44 main:574] : INFO : Epoch 1583 | loss: 0.0312475 | val_loss: 0.0312503 | Time: 6577.83 ms
[2022-03-31 04:23:51 main:574] : INFO : Epoch 1584 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 6560.81 ms
[2022-03-31 04:23:57 main:574] : INFO : Epoch 1585 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 6548.98 ms
[2022-03-31 04:24:04 main:574] : INFO : Epoch 1586 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 6595.58 ms
[2022-03-31 04:24:10 main:574] : INFO : Epoch 1587 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 6582.76 ms
[2022-03-31 04:24:17 main:574] : INFO : Epoch 1588 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 6547.68 ms
[2022-03-31 04:24:23 main:574] : INFO : Epoch 1589 | loss: 0.0312491 | val_loss: 0.031253 | Time: 6546.31 ms
[2022-03-31 04:24:30 main:574] : INFO : Epoch 1590 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 6538.06 ms
[2022-03-31 04:24:37 main:574] : INFO : Epoch 1591 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 6568.75 ms
[2022-03-31 04:24:43 main:574] : INFO : Epoch 1592 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 6558.57 ms
[2022-03-31 04:24:50 main:574] : INFO : Epoch 1593 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 6559.13 ms
[2022-03-31 04:24:56 main:574] : INFO : Epoch 1594 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 6551.2 ms
[2022-03-31 04:25:03 main:574] : INFO : Epoch 1595 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 6549.25 ms
[2022-03-31 04:25:09 main:574] : INFO : Epoch 1596 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 6549.26 ms
[2022-03-31 04:25:16 main:574] : INFO : Epoch 1597 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 6533.89 ms
[2022-03-31 04:25:23 main:574] : INFO : Epoch 1598 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 6551.33 ms
[2022-03-31 04:25:29 main:574] : INFO : Epoch 1599 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 6569.39 ms
[2022-03-31 04:25:36 main:574] : INFO : Epoch 1600 | loss: 0.0312471 | val_loss: 0.0312498 | Time: 6541.49 ms
[2022-03-31 04:25:42 main:574] : INFO : Epoch 1601 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 6550.57 ms
[2022-03-31 04:25:49 main:574] : INFO : Epoch 1602 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 6547.92 ms
[2022-03-31 04:25:56 main:574] : INFO : Epoch 1603 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 6980.64 ms
[2022-03-31 04:26:02 main:574] : INFO : Epoch 1604 | loss: 0.031247 | val_loss: 0.0312474 | Time: 6676.16 ms
[2022-03-31 04:26:09 main:574] : INFO : Epoch 1605 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 6571.76 ms
[2022-03-31 04:26:16 main:574] : INFO : Epoch 1606 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 6608.6 ms
[2022-03-31 04:26:22 main:574] : INFO : Epoch 1607 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 6548.89 ms
[2022-03-31 04:26:29 main:574] : INFO : Epoch 1608 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 6587.82 ms
[2022-03-31 04:26:35 main:574] : INFO : Epoch 1609 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 6553.6 ms
[2022-03-31 04:26:42 main:574] : INFO : Epoch 1610 | loss: 0.0312469 | val_loss: 0.031247 | Time: 6557.55 ms
[2022-03-31 04:26:49 main:574] : INFO : Epoch 1611 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 6600.45 ms
[2022-03-31 04:26:55 main:574] : INFO : Epoch 1612 | loss: 0.031247 | val_loss: 0.0312473 | Time: 6548.62 ms
[2022-03-31 04:27:02 main:574] : INFO : Epoch 1613 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 6585.21 ms
[2022-03-31 04:27:08 main:574] : INFO : Epoch 1614 | loss: 0.0312479 | val_loss: 0.031248 | Time: 6579.15 ms
[2022-03-31 04:27:15 main:574] : INFO : Epoch 1615 | loss: 0.0312463 | val_loss: 0.031247 | Time: 6591.84 ms
[2022-03-31 04:27:22 main:574] : INFO : Epoch 1616 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 6617.98 ms
[2022-03-31 04:27:28 main:574] : INFO : Epoch 1617 | loss: 0.0312473 | val_loss: 0.031249 | Time: 6554.3 ms
[2022-03-31 04:27:35 main:574] : INFO : Epoch 1618 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 6569.83 ms
[2022-03-31 04:27:41 main:574] : INFO : Epoch 1619 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 6587.11 ms
[2022-03-31 04:27:48 main:574] : INFO : Epoch 1620 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 6556.37 ms
[2022-03-31 04:27:54 main:574] : INFO : Epoch 1621 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 6556.92 ms
[2022-03-31 04:28:01 main:574] : INFO : Epoch 1622 | loss: 0.031248 | val_loss: 0.0312472 | Time: 6577.8 ms
[2022-03-31 04:28:08 main:574] : INFO : Epoch 1623 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 6536.77 ms
[2022-03-31 04:28:14 main:574] : INFO : Epoch 1624 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 6552.42 ms
[2022-03-31 04:28:21 main:574] : INFO : Epoch 1625 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 6545.75 ms
[2022-03-31 04:28:27 main:574] : INFO : Epoch 1626 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 6549.79 ms
[2022-03-31 04:28:34 main:574] : INFO : Epoch 1627 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 6562.53 ms
[2022-03-31 04:28:41 main:574] : INFO : Epoch 1628 | loss: 0.0312475 | val_loss: 0.03125 | Time: 6558.14 ms
[2022-03-31 04:28:47 main:574] : INFO : Epoch 1629 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 6565.29 ms
[2022-03-31 04:28:54 main:574] : INFO : Epoch 1630 | loss: 0.031247 | val_loss: 0.0312477 | Time: 6542.26 ms
[2022-03-31 04:29:00 main:574] : INFO : Epoch 1631 | loss: 0.0312476 | val_loss: 0.0312501 | Time: 6559.91 ms
[2022-03-31 04:29:07 main:574] : INFO : Epoch 1632 | loss: 0.031248 | val_loss: 0.0312484 | Time: 6551.71 ms
[2022-03-31 04:29:14 main:574] : INFO : Epoch 1633 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 6671.92 ms
[2022-03-31 04:29:20 main:574] : INFO : Epoch 1634 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 6557.51 ms
[2022-03-31 04:29:27 main:574] : INFO : Epoch 1635 | loss: 0.0312474 | val_loss: 0.0312497 | Time: 6539.06 ms
[2022-03-31 04:29:33 main:574] : INFO : Epoch 1636 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 6554.12 ms
[2022-03-31 04:29:40 main:574] : INFO : Epoch 1637 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 6604.07 ms
[2022-03-31 04:29:47 main:574] : INFO : Epoch 1638 | loss: 0.0312471 | val_loss: 0.0312495 | Time: 6705.64 ms
[2022-03-31 04:29:53 main:574] : INFO : Epoch 1639 | loss: 0.031248 | val_loss: 0.0312472 | Time: 6549.87 ms
[2022-03-31 04:30:00 main:574] : INFO : Epoch 1640 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 6547.79 ms
[2022-03-31 04:30:06 main:574] : INFO : Epoch 1641 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 6543.46 ms
[2022-03-31 04:30:13 main:574] : INFO : Epoch 1642 | loss: 0.031247 | val_loss: 0.0312511 | Time: 6535.95 ms
[2022-03-31 04:30:19 main:574] : INFO : Epoch 1643 | loss: 0.031248 | val_loss: 0.0312469 | Time: 6554.52 ms
[2022-03-31 04:30:26 main:574] : INFO : Epoch 1644 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 6566.04 ms
[2022-03-31 04:30:32 main:574] : INFO : Epoch 1645 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 6535.34 ms
[2022-03-31 04:30:39 main:574] : INFO : Epoch 1646 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 6561.37 ms
[2022-03-31 04:30:46 main:574] : INFO : Epoch 1647 | loss: 0.0312473 | val_loss: 0.031247 | Time: 6694.82 ms
[2022-03-31 04:30:52 main:574] : INFO : Epoch 1648 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 6547.59 ms
[2022-03-31 04:30:59 main:574] : INFO : Epoch 1649 | loss: 0.031247 | val_loss: 0.0312476 | Time: 6962.11 ms
[2022-03-31 04:31:06 main:574] : INFO : Epoch 1650 | loss: 0.0312465 | val_loss: 0.031249 | Time: 6568.52 ms
[2022-03-31 04:31:13 main:574] : INFO : Epoch 1651 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 6646.74 ms
[2022-03-31 04:31:19 main:574] : INFO : Epoch 1652 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 6541.06 ms
[2022-03-31 04:31:26 main:574] : INFO : Epoch 1653 | loss: 0.031248 | val_loss: 0.0312469 | Time: 6571.55 ms
[2022-03-31 04:31:32 main:574] : INFO : Epoch 1654 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 6603.04 ms
[2022-03-31 04:31:39 main:574] : INFO : Epoch 1655 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 6549.03 ms
[2022-03-31 04:31:45 main:574] : INFO : Epoch 1656 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 6550.79 ms
[2022-03-31 04:31:52 main:574] : INFO : Epoch 1657 | loss: 0.0312467 | val_loss: 0.031247 | Time: 6571.77 ms
[2022-03-31 04:31:59 main:574] : INFO : Epoch 1658 | loss: 0.0312484 | val_loss: 0.0312513 | Time: 6545.31 ms
[2022-03-31 04:32:05 main:574] : INFO : Epoch 1659 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 6581.02 ms
[2022-03-31 04:32:12 main:574] : INFO : Epoch 1660 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 6565.23 ms
[2022-03-31 04:32:18 main:574] : INFO : Epoch 1661 | loss: 0.0312461 | val_loss: 0.031247 | Time: 6615.91 ms
[2022-03-31 04:32:25 main:574] : INFO : Epoch 1662 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 6567.84 ms
[2022-03-31 04:32:31 main:574] : INFO : Epoch 1663 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 6562.61 ms
[2022-03-31 04:32:38 main:574] : INFO : Epoch 1664 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 6533.53 ms
[2022-03-31 04:32:55 main:574] : INFO : Epoch 1665 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 17220.9 ms
[2022-03-31 04:33:34 main:574] : INFO : Epoch 1666 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 38965.8 ms
[2022-03-31 04:33:50 main:574] : INFO : Epoch 1667 | loss: 0.0312473 | val_loss: 0.031247 | Time: 15020.4 ms
[2022-03-31 04:34:01 main:574] : INFO : Epoch 1668 | loss: 0.031247 | val_loss: 0.0312548 | Time: 11443.6 ms
[2022-03-31 04:34:08 main:574] : INFO : Epoch 1669 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 6542.09 ms
[2022-03-31 04:34:14 main:574] : INFO : Epoch 1670 | loss: 0.0312466 | val_loss: 0.0312502 | Time: 6614.6 ms
[2022-03-31 04:34:21 main:574] : INFO : Epoch 1671 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 6563.38 ms
[2022-03-31 04:34:28 main:574] : INFO : Epoch 1672 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 6575.21 ms
[2022-03-31 04:34:34 main:574] : INFO : Epoch 1673 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 6536.05 ms
[2022-03-31 04:34:41 main:574] : INFO : Epoch 1674 | loss: 0.0312469 | val_loss: 0.0312501 | Time: 6600.41 ms
[2022-03-31 04:34:49 main:574] : INFO : Epoch 1675 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 7107.24 ms
[2022-03-31 04:34:55 main:574] : INFO : Epoch 1676 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 6567.03 ms
[2022-03-31 04:35:02 main:574] : INFO : Epoch 1677 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 6637.97 ms
[2022-03-31 04:35:09 main:574] : INFO : Epoch 1678 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 6557.91 ms
[2022-03-31 04:35:16 main:574] : INFO : Epoch 1679 | loss: 0.0312466 | val_loss: 0.031247 | Time: 6714.82 ms
[2022-03-31 04:35:23 main:574] : INFO : Epoch 1680 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 6598.2 ms
[2022-03-31 04:35:29 main:574] : INFO : Epoch 1681 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 6538.26 ms
[2022-03-31 04:35:36 main:574] : INFO : Epoch 1682 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 6638.34 ms
[2022-03-31 04:35:43 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 6656.56 ms
[2022-03-31 04:35:50 main:574] : INFO : Epoch 1684 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 6528.39 ms
[2022-03-31 04:36:00 main:574] : INFO : Epoch 1685 | loss: 0.0312482 | val_loss: 0.031251 | Time: 10022.6 ms
[2022-03-31 04:36:06 main:574] : INFO : Epoch 1686 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 6621.6 ms
[2022-03-31 04:36:14 main:574] : INFO : Epoch 1687 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 6855.95 ms
[2022-03-31 04:36:20 main:574] : INFO : Epoch 1688 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 6573.07 ms
[2022-03-31 04:37:09 main:574] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.0312538 | Time: 48967.8 ms
[2022-03-31 04:37:57 main:574] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.0312474 | Time: 47809.4 ms
[2022-03-31 04:38:06 main:574] : INFO : Epoch 1691 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 8416.27 ms
[2022-03-31 04:38:12 main:574] : INFO : Epoch 1692 | loss: 0.031247 | val_loss: 0.0312466 | Time: 6538.96 ms
[2022-03-31 04:38:19 main:574] : INFO : Epoch 1693 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 6552.24 ms
[2022-03-31 04:38:26 main:574] : INFO : Epoch 1694 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 6542.84 ms
[2022-03-31 04:38:32 main:574] : INFO : Epoch 1695 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 6597.71 ms
[2022-03-31 04:38:39 main:574] : INFO : Epoch 1696 | loss: 0.0312464 | val_loss: 0.031247 | Time: 6548.87 ms
[2022-03-31 04:38:45 main:574] : INFO : Epoch 1697 | loss: 0.031247 | val_loss: 0.0312471 | Time: 6521.35 ms
[2022-03-31 04:38:52 main:574] : INFO : Epoch 1698 | loss: 0.0312469 | val_loss: 0.031247 | Time: 6562.3 ms
[2022-03-31 04:38:59 main:574] : INFO : Epoch 1699 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 6547.79 ms
[2022-03-31 04:39:05 main:574] : INFO : Epoch 1700 | loss: 0.0312478 | val_loss: 0.031247 | Time: 6536.97 ms
[2022-03-31 04:39:12 main:574] : INFO : Epoch 1701 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 6586.6 ms
[2022-03-31 04:39:18 main:574] : INFO : Epoch 1702 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 6546.11 ms
[2022-03-31 04:39:25 main:574] : INFO : Epoch 1703 | loss: 0.0312471 | val_loss: 0.0312524 | Time: 6563.33 ms
[2022-03-31 04:39:32 main:574] : INFO : Epoch 1704 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 6540.75 ms
[2022-03-31 04:39:38 main:574] : INFO : Epoch 1705 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 6535.5 ms
[2022-03-31 04:39:45 main:574] : INFO : Epoch 1706 | loss: 0.0312472 | val_loss: 0.0312539 | Time: 6626.68 ms
[2022-03-31 04:39:51 main:574] : INFO : Epoch 1707 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 6525.6 ms
[2022-03-31 04:39:58 main:574] : INFO : Epoch 1708 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 6557.19 ms
[2022-03-31 04:40:04 main:574] : INFO : Epoch 1709 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 6548.55 ms
[2022-03-31 04:40:11 main:574] : INFO : Epoch 1710 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 6540.41 ms
[2022-03-31 04:40:18 main:574] : INFO : Epoch 1711 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 6559.09 ms
[2022-03-31 04:40:24 main:574] : INFO : Epoch 1712 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 6549.68 ms
[2022-03-31 04:40:31 main:574] : INFO : Epoch 1713 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 6531 ms
[2022-03-31 04:40:37 main:574] : INFO : Epoch 1714 | loss: 0.0312472 | val_loss: 0.031251 | Time: 6546.78 ms
[2022-03-31 04:40:44 main:574] : INFO : Epoch 1715 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 6568.29 ms
[2022-03-31 04:40:50 main:574] : INFO : Epoch 1716 | loss: 0.0312487 | val_loss: 0.0312554 | Time: 6543.79 ms
[2022-03-31 04:40:57 main:574] : INFO : Epoch 1717 | loss: 0.031251 | val_loss: 0.0312479 | Time: 6629.75 ms
[2022-03-31 04:41:04 main:574] : INFO : Epoch 1718 | loss: 0.0312472 | val_loss: 0.0312491 | Time: 6553.86 ms
[2022-03-31 04:41:10 main:574] : INFO : Epoch 1719 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 6548.33 ms
[2022-03-31 04:41:17 main:574] : INFO : Epoch 1720 | loss: 0.031247 | val_loss: 0.0312467 | Time: 6588.74 ms
[2022-03-31 04:41:23 main:574] : INFO : Epoch 1721 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 6551.32 ms
[2022-03-31 04:41:30 main:574] : INFO : Epoch 1722 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 6593.3 ms
[2022-03-31 04:41:36 main:574] : INFO : Epoch 1723 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 6544.86 ms
[2022-03-31 04:41:43 main:574] : INFO : Epoch 1724 | loss: 0.0312468 | val_loss: 0.0312492 | Time: 6547.29 ms
[2022-03-31 04:41:50 main:574] : INFO : Epoch 1725 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 6540.09 ms
[2022-03-31 04:41:56 main:574] : INFO : Epoch 1726 | loss: 0.0312461 | val_loss: 0.0312496 | Time: 6542.92 ms
[2022-03-31 04:42:03 main:574] : INFO : Epoch 1727 | loss: 0.0312466 | val_loss: 0.0312515 | Time: 6547.18 ms
[2022-03-31 04:42:09 main:574] : INFO : Epoch 1728 | loss: 0.031247 | val_loss: 0.0312466 | Time: 6556.95 ms
[2022-03-31 04:42:16 main:574] : INFO : Epoch 1729 | loss: 0.0312474 | val_loss: 0.0312518 | Time: 6708.96 ms
[2022-03-31 04:42:23 main:574] : INFO : Epoch 1730 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 6663.86 ms
[2022-03-31 04:42:29 main:574] : INFO : Epoch 1731 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 6614.37 ms
[2022-03-31 04:42:36 main:574] : INFO : Epoch 1732 | loss: 0.0312481 | val_loss: 0.0312504 | Time: 6541.07 ms
[2022-03-31 04:42:42 main:574] : INFO : Epoch 1733 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 6617.97 ms
[2022-03-31 04:42:49 main:574] : INFO : Epoch 1734 | loss: 0.031246 | val_loss: 0.0312469 | Time: 6570.93 ms
[2022-03-31 04:42:56 main:574] : INFO : Epoch 1735 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 6558.07 ms
[2022-03-31 04:43:02 main:574] : INFO : Epoch 1736 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 6549.1 ms
[2022-03-31 04:43:09 main:574] : INFO : Epoch 1737 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 6557.9 ms
[2022-03-31 04:43:15 main:574] : INFO : Epoch 1738 | loss: 0.0312487 | val_loss: 0.0312523 | Time: 6657.47 ms
[2022-03-31 04:43:22 main:574] : INFO : Epoch 1739 | loss: 0.0312483 | val_loss: 0.031247 | Time: 6584.21 ms
[2022-03-31 04:43:29 main:574] : INFO : Epoch 1740 | loss: 0.0312484 | val_loss: 0.0312504 | Time: 6559.43 ms
[2022-03-31 04:43:35 main:574] : INFO : Epoch 1741 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 6548.74 ms
[2022-03-31 04:43:42 main:574] : INFO : Epoch 1742 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 6574.04 ms
[2022-03-31 04:43:48 main:574] : INFO : Epoch 1743 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 6566.67 ms
[2022-03-31 04:43:55 main:574] : INFO : Epoch 1744 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 6561.17 ms
[2022-03-31 04:44:01 main:574] : INFO : Epoch 1745 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 6552.94 ms
[2022-03-31 04:44:08 main:574] : INFO : Epoch 1746 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 6557.99 ms
[2022-03-31 04:44:15 main:574] : INFO : Epoch 1747 | loss: 0.0312465 | val_loss: 0.0312485 | Time: 6628.04 ms
[2022-03-31 04:44:21 main:574] : INFO : Epoch 1748 | loss: 0.0312461 | val_loss: 0.0312478 | Time: 6555.73 ms
[2022-03-31 04:44:28 main:574] : INFO : Epoch 1749 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 6524.84 ms
[2022-03-31 04:44:34 main:574] : INFO : Epoch 1750 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 6553.82 ms
[2022-03-31 04:44:41 main:574] : INFO : Epoch 1751 | loss: 0.0312496 | val_loss: 0.0312473 | Time: 6661.77 ms
[2022-03-31 04:44:48 main:574] : INFO : Epoch 1752 | loss: 0.0312464 | val_loss: 0.03125 | Time: 6537.56 ms
[2022-03-31 04:44:54 main:574] : INFO : Epoch 1753 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 6536.84 ms
[2022-03-31 04:45:01 main:574] : INFO : Epoch 1754 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 6555.58 ms
[2022-03-31 04:45:08 main:574] : INFO : Epoch 1755 | loss: 0.031247 | val_loss: 0.0312466 | Time: 7299.25 ms
[2022-03-31 04:45:15 main:574] : INFO : Epoch 1756 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 6649.24 ms
[2022-03-31 04:45:21 main:574] : INFO : Epoch 1757 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 6551.43 ms
[2022-03-31 04:45:28 main:574] : INFO : Epoch 1758 | loss: 0.0312468 | val_loss: 0.0312512 | Time: 6536.3 ms
[2022-03-31 04:45:34 main:574] : INFO : Epoch 1759 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 6569.08 ms
[2022-03-31 04:45:41 main:574] : INFO : Epoch 1760 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 6662.46 ms
[2022-03-31 04:45:48 main:574] : INFO : Epoch 1761 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 6542.67 ms
[2022-03-31 04:45:54 main:574] : INFO : Epoch 1762 | loss: 0.0312478 | val_loss: 0.0312527 | Time: 6568.26 ms
[2022-03-31 04:46:01 main:574] : INFO : Epoch 1763 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 7268.47 ms
[2022-03-31 04:46:08 main:574] : INFO : Epoch 1764 | loss: 0.0312463 | val_loss: 0.031247 | Time: 6557.41 ms
[2022-03-31 04:46:15 main:574] : INFO : Epoch 1765 | loss: 0.0312473 | val_loss: 0.031251 | Time: 6618.66 ms
[2022-03-31 04:46:21 main:574] : INFO : Epoch 1766 | loss: 0.0312468 | val_loss: 0.031249 | Time: 6603.93 ms
[2022-03-31 04:46:28 main:574] : INFO : Epoch 1767 | loss: 0.031246 | val_loss: 0.0312483 | Time: 6582.37 ms
[2022-03-31 04:46:34 main:574] : INFO : Epoch 1768 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 6552.69 ms
[2022-03-31 04:46:41 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 6629.25 ms
[2022-03-31 04:46:48 main:574] : INFO : Epoch 1770 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 6588.31 ms
[2022-03-31 04:46:54 main:574] : INFO : Epoch 1771 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 6550.99 ms
[2022-03-31 04:47:01 main:574] : INFO : Epoch 1772 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 6553.31 ms
[2022-03-31 04:47:07 main:574] : INFO : Epoch 1773 | loss: 0.0312462 | val_loss: 0.0312476 | Time: 6551.74 ms
[2022-03-31 04:47:14 main:574] : INFO : Epoch 1774 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 6554.69 ms
[2022-03-31 04:47:20 main:574] : INFO : Epoch 1775 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 6562.07 ms
[2022-03-31 04:47:27 main:574] : INFO : Epoch 1776 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 6578.56 ms
[2022-03-31 04:47:34 main:574] : INFO : Epoch 1777 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 6572.46 ms
[2022-03-31 04:47:40 main:574] : INFO : Epoch 1778 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 6561.8 ms
[2022-03-31 04:47:47 main:574] : INFO : Epoch 1779 | loss: 0.0312475 | val_loss: 0.0312508 | Time: 6554.52 ms
[2022-03-31 04:47:53 main:574] : INFO : Epoch 1780 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 6536.95 ms
[2022-03-31 04:48:00 main:574] : INFO : Epoch 1781 | loss: 0.0312467 | val_loss: 0.031247 | Time: 6588.36 ms
[2022-03-31 04:48:06 main:574] : INFO : Epoch 1782 | loss: 0.031246 | val_loss: 0.0312482 | Time: 6568.19 ms
[2022-03-31 04:48:13 main:574] : INFO : Epoch 1783 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 6554.26 ms
[2022-03-31 04:48:20 main:574] : INFO : Epoch 1784 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 6560.51 ms
[2022-03-31 04:48:26 main:574] : INFO : Epoch 1785 | loss: 0.0312487 | val_loss: 0.031247 | Time: 6568.88 ms
[2022-03-31 04:48:33 main:574] : INFO : Epoch 1786 | loss: 0.031246 | val_loss: 0.0312467 | Time: 6572.48 ms
[2022-03-31 04:48:39 main:574] : INFO : Epoch 1787 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 6578.2 ms
[2022-03-31 04:48:46 main:574] : INFO : Epoch 1788 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 6559.83 ms
[2022-03-31 04:48:53 main:574] : INFO : Epoch 1789 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 6565.85 ms
[2022-03-31 04:48:59 main:574] : INFO : Epoch 1790 | loss: 0.0312494 | val_loss: 0.03125 | Time: 6551.58 ms
[2022-03-31 04:49:06 main:574] : INFO : Epoch 1791 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 6570.07 ms
[2022-03-31 04:49:12 main:574] : INFO : Epoch 1792 | loss: 0.0312484 | val_loss: 0.0312511 | Time: 6543.71 ms
[2022-03-31 04:49:19 main:574] : INFO : Epoch 1793 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 6573.44 ms
[2022-03-31 04:49:25 main:574] : INFO : Epoch 1794 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 6566.37 ms
[2022-03-31 04:49:32 main:574] : INFO : Epoch 1795 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 6565.76 ms
[2022-03-31 04:49:39 main:574] : INFO : Epoch 1796 | loss: 0.0312483 | val_loss: 0.0312521 | Time: 6543.41 ms
[2022-03-31 04:49:45 main:574] : INFO : Epoch 1797 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 6660.32 ms
[2022-03-31 04:49:52 main:574] : INFO : Epoch 1798 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 6565.62 ms
[2022-03-31 04:49:58 main:574] : INFO : Epoch 1799 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 6560.31 ms
[2022-03-31 04:50:05 main:574] : INFO : Epoch 1800 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 6556.35 ms
[2022-03-31 04:50:12 main:574] : INFO : Epoch 1801 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 6573.3 ms
[2022-03-31 04:50:18 main:574] : INFO : Epoch 1802 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 6564.21 ms
[2022-03-31 04:50:25 main:574] : INFO : Epoch 1803 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 6559.25 ms
[2022-03-31 04:50:31 main:574] : INFO : Epoch 1804 | loss: 0.031247 | val_loss: 0.0312498 | Time: 6576.56 ms
[2022-03-31 04:50:38 main:574] : INFO : Epoch 1805 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 6582.98 ms
[2022-03-31 04:50:44 main:574] : INFO : Epoch 1806 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 6575.62 ms
[2022-03-31 04:50:51 main:574] : INFO : Epoch 1807 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 6547.62 ms
[2022-03-31 04:50:58 main:574] : INFO : Epoch 1808 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 6598.99 ms
[2022-03-31 04:51:04 main:574] : INFO : Epoch 1809 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 6600.96 ms
[2022-03-31 04:51:11 main:574] : INFO : Epoch 1810 | loss: 0.0312461 | val_loss: 0.0312482 | Time: 6565.89 ms
[2022-03-31 04:51:17 main:574] : INFO : Epoch 1811 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 6566.16 ms
[2022-03-31 04:51:24 main:574] : INFO : Epoch 1812 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 6564.32 ms
[2022-03-31 04:51:31 main:574] : INFO : Epoch 1813 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 6579.76 ms
[2022-03-31 04:51:37 main:574] : INFO : Epoch 1814 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 6554.78 ms
[2022-03-31 04:51:44 main:574] : INFO : Epoch 1815 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 6594.18 ms
[2022-03-31 04:51:50 main:574] : INFO : Epoch 1816 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 6550.16 ms
[2022-03-31 04:51:57 main:574] : INFO : Epoch 1817 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 6565.75 ms
[2022-03-31 04:52:04 main:574] : INFO : Epoch 1818 | loss: 0.0312459 | val_loss: 0.031249 | Time: 6570.87 ms
[2022-03-31 04:52:10 main:574] : INFO : Epoch 1819 | loss: 0.0312485 | val_loss: 0.0312512 | Time: 6573.93 ms
[2022-03-31 04:52:17 main:574] : INFO : Epoch 1820 | loss: 0.0312472 | val_loss: 0.031248 | Time: 6553.67 ms
[2022-03-31 04:52:23 main:574] : INFO : Epoch 1821 | loss: 0.0312458 | val_loss: 0.0312488 | Time: 6560.92 ms
[2022-03-31 04:52:30 main:574] : INFO : Epoch 1822 | loss: 0.0312469 | val_loss: 0.031248 | Time: 6551.01 ms
[2022-03-31 04:52:36 main:574] : INFO : Epoch 1823 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 6536.06 ms
[2022-03-31 04:52:43 main:574] : INFO : Epoch 1824 | loss: 0.0312473 | val_loss: 0.0312526 | Time: 6566.42 ms
[2022-03-31 04:52:50 main:574] : INFO : Epoch 1825 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 6561.35 ms
[2022-03-31 04:52:56 main:574] : INFO : Epoch 1826 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 6571.2 ms
[2022-03-31 04:53:03 main:574] : INFO : Epoch 1827 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 6592.22 ms
[2022-03-31 04:53:10 main:574] : INFO : Epoch 1828 | loss: 0.0312465 | val_loss: 0.0312521 | Time: 6553.82 ms
[2022-03-31 04:53:16 main:574] : INFO : Epoch 1829 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 6574.13 ms
[2022-03-31 04:53:23 main:574] : INFO : Epoch 1830 | loss: 0.031246 | val_loss: 0.0312461 | Time: 6563.93 ms
[2022-03-31 04:53:29 main:574] : INFO : Epoch 1831 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 6548.37 ms
[2022-03-31 04:53:36 main:574] : INFO : Epoch 1832 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 6553.52 ms
[2022-03-31 04:53:42 main:574] : INFO : Epoch 1833 | loss: 0.0312477 | val_loss: 0.031248 | Time: 6567.69 ms
[2022-03-31 04:53:49 main:574] : INFO : Epoch 1834 | loss: 0.0312476 | val_loss: 0.031251 | Time: 6558.25 ms
[2022-03-31 04:53:56 main:574] : INFO : Epoch 1835 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 6531.17 ms
[2022-03-31 04:54:02 main:574] : INFO : Epoch 1836 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 6551.58 ms
[2022-03-31 04:54:09 main:574] : INFO : Epoch 1837 | loss: 0.031246 | val_loss: 0.0312495 | Time: 6564.63 ms
[2022-03-31 04:54:15 main:574] : INFO : Epoch 1838 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 6565.15 ms
[2022-03-31 04:54:22 main:574] : INFO : Epoch 1839 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 6585.17 ms
[2022-03-31 04:54:28 main:574] : INFO : Epoch 1840 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 6581.26 ms
[2022-03-31 04:54:35 main:574] : INFO : Epoch 1841 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 6562.49 ms
[2022-03-31 04:54:42 main:574] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312486 | Time: 6565.73 ms
[2022-03-31 04:54:48 main:574] : INFO : Epoch 1843 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 6548.06 ms
[2022-03-31 04:54:55 main:574] : INFO : Epoch 1844 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 6588.91 ms
[2022-03-31 04:55:01 main:574] : INFO : Epoch 1845 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 6553.76 ms
[2022-03-31 04:55:08 main:574] : INFO : Epoch 1846 | loss: 0.0312464 | val_loss: 0.0312504 | Time: 6556.11 ms
[2022-03-31 04:55:14 main:574] : INFO : Epoch 1847 | loss: 0.031248 | val_loss: 0.0312467 | Time: 6555.45 ms
[2022-03-31 04:55:21 main:574] : INFO : Epoch 1848 | loss: 0.0312479 | val_loss: 0.031248 | Time: 6650 ms
[2022-03-31 04:55:28 main:574] : INFO : Epoch 1849 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 6553.76 ms
[2022-03-31 04:55:34 main:574] : INFO : Epoch 1850 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 6551.21 ms
[2022-03-31 04:55:41 main:574] : INFO : Epoch 1851 | loss: 0.0312462 | val_loss: 0.031247 | Time: 6564.16 ms
[2022-03-31 04:55:47 main:574] : INFO : Epoch 1852 | loss: 0.031249 | val_loss: 0.0312485 | Time: 6551.48 ms
[2022-03-31 04:55:54 main:574] : INFO : Epoch 1853 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 6563.16 ms
[2022-03-31 04:56:01 main:574] : INFO : Epoch 1854 | loss: 0.031246 | val_loss: 0.0312465 | Time: 7222.38 ms
[2022-03-31 04:56:08 main:574] : INFO : Epoch 1855 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 6537.65 ms
[2022-03-31 04:56:14 main:574] : INFO : Epoch 1856 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 6572.34 ms
[2022-03-31 04:56:21 main:574] : INFO : Epoch 1857 | loss: 0.0312458 | val_loss: 0.0312479 | Time: 6561.9 ms
[2022-03-31 04:56:28 main:574] : INFO : Epoch 1858 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 6551.92 ms
[2022-03-31 04:56:34 main:574] : INFO : Epoch 1859 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 6578.36 ms
[2022-03-31 04:56:41 main:574] : INFO : Epoch 1860 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 6617.07 ms
[2022-03-31 04:56:47 main:574] : INFO : Epoch 1861 | loss: 0.031247 | val_loss: 0.0312493 | Time: 6597.63 ms
[2022-03-31 04:56:54 main:574] : INFO : Epoch 1862 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 6551.78 ms
[2022-03-31 04:57:01 main:574] : INFO : Epoch 1863 | loss: 0.0312467 | val_loss: 0.0312514 | Time: 6624.87 ms
[2022-03-31 04:57:07 main:574] : INFO : Epoch 1864 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 6535.05 ms
[2022-03-31 04:57:14 main:574] : INFO : Epoch 1865 | loss: 0.0312461 | val_loss: 0.031246 | Time: 6571.62 ms
[2022-03-31 04:57:20 main:574] : INFO : Epoch 1866 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 6673.93 ms
[2022-03-31 04:57:27 main:574] : INFO : Epoch 1867 | loss: 0.0312481 | val_loss: 0.0312519 | Time: 6784.15 ms
[2022-03-31 04:57:34 main:574] : INFO : Epoch 1868 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 6587.5 ms
[2022-03-31 04:57:40 main:574] : INFO : Epoch 1869 | loss: 0.0312475 | val_loss: 0.031249 | Time: 6605.81 ms
[2022-03-31 04:57:47 main:574] : INFO : Epoch 1870 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 6658.22 ms
[2022-03-31 04:57:54 main:574] : INFO : Epoch 1871 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 6548.12 ms
[2022-03-31 04:58:00 main:574] : INFO : Epoch 1872 | loss: 0.0312466 | val_loss: 0.031247 | Time: 6556.07 ms
[2022-03-31 04:58:07 main:574] : INFO : Epoch 1873 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 6571.32 ms
[2022-03-31 04:58:13 main:574] : INFO : Epoch 1874 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 6559.55 ms
[2022-03-31 04:58:20 main:574] : INFO : Epoch 1875 | loss: 0.0312466 | val_loss: 0.0312486 | Time: 6571.76 ms
[2022-03-31 04:58:27 main:574] : INFO : Epoch 1876 | loss: 0.0312465 | val_loss: 0.0312517 | Time: 6557.81 ms
[2022-03-31 04:58:33 main:574] : INFO : Epoch 1877 | loss: 0.0312474 | val_loss: 0.0312496 | Time: 6559.74 ms
[2022-03-31 04:58:40 main:574] : INFO : Epoch 1878 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 6545.48 ms
[2022-03-31 04:58:46 main:574] : INFO : Epoch 1879 | loss: 0.0312459 | val_loss: 0.0312544 | Time: 6694.52 ms
[2022-03-31 04:58:53 main:574] : INFO : Epoch 1880 | loss: 0.031248 | val_loss: 0.0312478 | Time: 6563.73 ms
[2022-03-31 04:59:00 main:574] : INFO : Epoch 1881 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 6559.32 ms
[2022-03-31 04:59:06 main:574] : INFO : Epoch 1882 | loss: 0.0312466 | val_loss: 0.031251 | Time: 6561.19 ms
[2022-03-31 04:59:13 main:574] : INFO : Epoch 1883 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 6529.54 ms
[2022-03-31 04:59:19 main:574] : INFO : Epoch 1884 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 6612.66 ms
[2022-03-31 04:59:26 main:574] : INFO : Epoch 1885 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 6561.51 ms
[2022-03-31 04:59:32 main:574] : INFO : Epoch 1886 | loss: 0.031245 | val_loss: 0.0312471 | Time: 6544.76 ms
[2022-03-31 04:59:39 main:574] : INFO : Epoch 1887 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 6631.43 ms
[2022-03-31 04:59:46 main:574] : INFO : Epoch 1888 | loss: 0.0312456 | val_loss: 0.031245 | Time: 6629.99 ms
[2022-03-31 04:59:52 main:574] : INFO : Epoch 1889 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 6559.93 ms
[2022-03-31 04:59:59 main:574] : INFO : Epoch 1890 | loss: 0.031247 | val_loss: 0.0312467 | Time: 6530.91 ms
[2022-03-31 05:00:05 main:574] : INFO : Epoch 1891 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 6555.39 ms
[2022-03-31 05:00:12 main:574] : INFO : Epoch 1892 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 6567.51 ms
[2022-03-31 05:00:19 main:574] : INFO : Epoch 1893 | loss: 0.0312444 | val_loss: 0.0312467 | Time: 6543.42 ms
[2022-03-31 05:00:25 main:574] : INFO : Epoch 1894 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 6543.35 ms
[2022-03-31 05:00:32 main:574] : INFO : Epoch 1895 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 6548.8 ms
[2022-03-31 05:00:38 main:574] : INFO : Epoch 1896 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 6556.55 ms
[2022-03-31 05:00:45 main:574] : INFO : Epoch 1897 | loss: 0.0312457 | val_loss: 0.0312498 | Time: 6573.89 ms
[2022-03-31 05:00:51 main:574] : INFO : Epoch 1898 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 6550.77 ms
[2022-03-31 05:00:58 main:574] : INFO : Epoch 1899 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 6995.8 ms
[2022-03-31 05:01:05 main:574] : INFO : Epoch 1900 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 6591.91 ms
[2022-03-31 05:01:12 main:574] : INFO : Epoch 1901 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 6572.7 ms
[2022-03-31 05:01:18 main:574] : INFO : Epoch 1902 | loss: 0.031245 | val_loss: 0.0312477 | Time: 6591.51 ms
[2022-03-31 05:01:25 main:574] : INFO : Epoch 1903 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 6558.15 ms
[2022-03-31 05:01:31 main:574] : INFO : Epoch 1904 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 6568.04 ms
[2022-03-31 05:01:38 main:574] : INFO : Epoch 1905 | loss: 0.031246 | val_loss: 0.0312453 | Time: 6563.55 ms
[2022-03-31 05:01:44 main:574] : INFO : Epoch 1906 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 6531.91 ms
[2022-03-31 05:01:51 main:574] : INFO : Epoch 1907 | loss: 0.0312448 | val_loss: 0.0312494 | Time: 6558.27 ms
[2022-03-31 05:01:58 main:574] : INFO : Epoch 1908 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 6574.58 ms
[2022-03-31 05:02:04 main:574] : INFO : Epoch 1909 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 6554.92 ms
[2022-03-31 05:02:11 main:574] : INFO : Epoch 1910 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 6558.28 ms
[2022-03-31 05:02:17 main:574] : INFO : Epoch 1911 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 6662.46 ms
[2022-03-31 05:02:24 main:574] : INFO : Epoch 1912 | loss: 0.0312447 | val_loss: 0.0312451 | Time: 6597.77 ms
[2022-03-31 05:02:31 main:574] : INFO : Epoch 1913 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 6561.77 ms
[2022-03-31 05:02:37 main:574] : INFO : Epoch 1914 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 6567.87 ms
[2022-03-31 05:02:44 main:574] : INFO : Epoch 1915 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 6536.94 ms
[2022-03-31 05:02:50 main:574] : INFO : Epoch 1916 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 6549.94 ms
[2022-03-31 05:02:57 main:574] : INFO : Epoch 1917 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 6565.87 ms
[2022-03-31 05:03:03 main:574] : INFO : Epoch 1918 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 6558.18 ms
[2022-03-31 05:03:11 main:574] : INFO : Epoch 1919 | loss: 0.0312442 | val_loss: 0.0312478 | Time: 7712.45 ms
[2022-03-31 05:03:18 main:574] : INFO : Epoch 1920 | loss: 0.0312458 | val_loss: 0.031246 | Time: 6765.2 ms
[2022-03-31 05:03:24 main:574] : INFO : Epoch 1921 | loss: 0.0312442 | val_loss: 0.0312474 | Time: 6547.73 ms
[2022-03-31 05:03:31 main:574] : INFO : Epoch 1922 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 6550.74 ms
[2022-03-31 05:03:38 main:574] : INFO : Epoch 1923 | loss: 0.0312476 | val_loss: 0.0312511 | Time: 6547.44 ms
[2022-03-31 05:03:44 main:574] : INFO : Epoch 1924 | loss: 0.031247 | val_loss: 0.0312494 | Time: 6657.39 ms
[2022-03-31 05:03:51 main:574] : INFO : Epoch 1925 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 6557.73 ms
[2022-03-31 05:03:57 main:574] : INFO : Epoch 1926 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 6550.49 ms
[2022-03-31 05:04:04 main:574] : INFO : Epoch 1927 | loss: 0.0312452 | val_loss: 0.0312479 | Time: 6556.91 ms
[2022-03-31 05:04:11 main:574] : INFO : Epoch 1928 | loss: 0.0312442 | val_loss: 0.0312453 | Time: 6562 ms
[2022-03-31 05:04:17 main:574] : INFO : Epoch 1929 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 6657.35 ms
[2022-03-31 05:04:24 main:574] : INFO : Epoch 1930 | loss: 0.0312444 | val_loss: 0.0312466 | Time: 6550.85 ms
[2022-03-31 05:04:30 main:574] : INFO : Epoch 1931 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 6542.05 ms
[2022-03-31 05:04:37 main:574] : INFO : Epoch 1932 | loss: 0.0312456 | val_loss: 0.0312486 | Time: 6560.88 ms
[2022-03-31 05:04:44 main:574] : INFO : Epoch 1933 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 6608.49 ms
[2022-03-31 05:04:50 main:574] : INFO : Epoch 1934 | loss: 0.0312444 | val_loss: 0.0312508 | Time: 6541.26 ms
[2022-03-31 05:04:57 main:574] : INFO : Epoch 1935 | loss: 0.0312484 | val_loss: 0.0312463 | Time: 6552 ms
[2022-03-31 05:05:03 main:574] : INFO : Epoch 1936 | loss: 0.0312442 | val_loss: 0.0312465 | Time: 6597.37 ms
[2022-03-31 05:05:10 main:574] : INFO : Epoch 1937 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 6581.46 ms
[2022-03-31 05:05:16 main:574] : INFO : Epoch 1938 | loss: 0.0312446 | val_loss: 0.0312525 | Time: 6556.62 ms
[2022-03-31 05:05:23 main:574] : INFO : Epoch 1939 | loss: 0.0312493 | val_loss: 0.0312464 | Time: 6551.17 ms
[2022-03-31 05:05:30 main:574] : INFO : Epoch 1940 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 6546.34 ms
[2022-03-31 05:05:36 main:574] : INFO : Epoch 1941 | loss: 0.031245 | val_loss: 0.0312457 | Time: 6561.48 ms
[2022-03-31 05:05:43 main:574] : INFO : Epoch 1942 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 6559.37 ms
[2022-03-31 05:05:49 main:574] : INFO : Epoch 1943 | loss: 0.0312447 | val_loss: 0.0312509 | Time: 6594.33 ms
[2022-03-31 05:05:57 main:574] : INFO : Epoch 1944 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 7305.55 ms
[2022-03-31 05:06:03 main:574] : INFO : Epoch 1945 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 6743.31 ms
[2022-03-31 05:06:10 main:574] : INFO : Epoch 1946 | loss: 0.0312445 | val_loss: 0.0312471 | Time: 6564.78 ms
[2022-03-31 05:06:17 main:574] : INFO : Epoch 1947 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 6564.82 ms
[2022-03-31 05:06:23 main:574] : INFO : Epoch 1948 | loss: 0.0312442 | val_loss: 0.0312461 | Time: 6565.08 ms
[2022-03-31 05:06:30 main:574] : INFO : Epoch 1949 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 6584.84 ms
[2022-03-31 05:06:36 main:574] : INFO : Epoch 1950 | loss: 0.031244 | val_loss: 0.0312449 | Time: 6579.47 ms
[2022-03-31 05:06:43 main:574] : INFO : Epoch 1951 | loss: 0.0312442 | val_loss: 0.0312448 | Time: 6786.86 ms
[2022-03-31 05:06:50 main:574] : INFO : Epoch 1952 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 6932.86 ms
[2022-03-31 05:06:57 main:574] : INFO : Epoch 1953 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 6868.34 ms
[2022-03-31 05:07:04 main:574] : INFO : Epoch 1954 | loss: 0.0312449 | val_loss: 0.0312476 | Time: 6973.14 ms
[2022-03-31 05:07:11 main:574] : INFO : Epoch 1955 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 6899.64 ms
[2022-03-31 05:07:18 main:574] : INFO : Epoch 1956 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 6975.37 ms
[2022-03-31 05:07:25 main:574] : INFO : Epoch 1957 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 6934.01 ms
[2022-03-31 05:07:32 main:574] : INFO : Epoch 1958 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 6912.2 ms
[2022-03-31 05:07:39 main:574] : INFO : Epoch 1959 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 6873.11 ms
[2022-03-31 05:07:45 main:574] : INFO : Epoch 1960 | loss: 0.031245 | val_loss: 0.0312464 | Time: 6879.48 ms
[2022-03-31 05:07:52 main:574] : INFO : Epoch 1961 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 6884.94 ms
[2022-03-31 05:07:59 main:574] : INFO : Epoch 1962 | loss: 0.0312447 | val_loss: 0.0312492 | Time: 6885.96 ms
[2022-03-31 05:08:06 main:574] : INFO : Epoch 1963 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 6887.18 ms
[2022-03-31 05:08:13 main:574] : INFO : Epoch 1964 | loss: 0.0312435 | val_loss: 0.031244 | Time: 6898.94 ms
[2022-03-31 05:08:20 main:574] : INFO : Epoch 1965 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 6927.53 ms
[2022-03-31 05:08:27 main:574] : INFO : Epoch 1966 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 6893.18 ms
[2022-03-31 05:08:34 main:574] : INFO : Epoch 1967 | loss: 0.031244 | val_loss: 0.0312446 | Time: 6934.61 ms
[2022-03-31 05:08:41 main:574] : INFO : Epoch 1968 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 6917.72 ms
[2022-03-31 05:08:48 main:574] : INFO : Epoch 1969 | loss: 0.0312436 | val_loss: 0.0312438 | Time: 6905.11 ms
[2022-03-31 05:08:55 main:574] : INFO : Epoch 1970 | loss: 0.031243 | val_loss: 0.0312441 | Time: 6881.43 ms
[2022-03-31 05:09:02 main:574] : INFO : Epoch 1971 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 6881.32 ms
[2022-03-31 05:09:08 main:574] : INFO : Epoch 1972 | loss: 0.0312433 | val_loss: 0.0312452 | Time: 6919.11 ms
[2022-03-31 05:09:15 main:574] : INFO : Epoch 1973 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 6905.06 ms
[2022-03-31 05:09:22 main:574] : INFO : Epoch 1974 | loss: 0.0312458 | val_loss: 0.0312552 | Time: 6982.82 ms
[2022-03-31 05:09:29 main:574] : INFO : Epoch 1975 | loss: 0.031248 | val_loss: 0.0312579 | Time: 6882.32 ms
[2022-03-31 05:09:36 main:574] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 6913.21 ms
[2022-03-31 05:09:43 main:574] : INFO : Epoch 1977 | loss: 0.031247 | val_loss: 0.0312443 | Time: 6878.06 ms
[2022-03-31 05:09:50 main:574] : INFO : Epoch 1978 | loss: 0.0312456 | val_loss: 0.031246 | Time: 6889.95 ms
[2022-03-31 05:09:57 main:574] : INFO : Epoch 1979 | loss: 0.0312442 | val_loss: 0.0312464 | Time: 6870.17 ms
[2022-03-31 05:10:04 main:574] : INFO : Epoch 1980 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 6898.29 ms
[2022-03-31 05:10:11 main:574] : INFO : Epoch 1981 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 6891.55 ms
[2022-03-31 05:10:18 main:574] : INFO : Epoch 1982 | loss: 0.0312437 | val_loss: 0.0312529 | Time: 6853 ms
[2022-03-31 05:10:24 main:574] : INFO : Epoch 1983 | loss: 0.0312441 | val_loss: 0.0312458 | Time: 6901.25 ms
[2022-03-31 05:10:31 main:574] : INFO : Epoch 1984 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 7005.75 ms
[2022-03-31 05:10:38 main:574] : INFO : Epoch 1985 | loss: 0.0312434 | val_loss: 0.031248 | Time: 6889.05 ms
[2022-03-31 05:10:45 main:574] : INFO : Epoch 1986 | loss: 0.0312448 | val_loss: 0.0312468 | Time: 6880.64 ms
[2022-03-31 05:10:52 main:574] : INFO : Epoch 1987 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 6861.39 ms
[2022-03-31 05:10:59 main:574] : INFO : Epoch 1988 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 7126.03 ms
[2022-03-31 05:11:06 main:574] : INFO : Epoch 1989 | loss: 0.0312433 | val_loss: 0.0312481 | Time: 6896.32 ms
[2022-03-31 05:11:13 main:574] : INFO : Epoch 1990 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 6867.99 ms
[2022-03-31 05:11:20 main:574] : INFO : Epoch 1991 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 6910.66 ms
[2022-03-31 05:11:27 main:574] : INFO : Epoch 1992 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 6902.84 ms
[2022-03-31 05:11:34 main:574] : INFO : Epoch 1993 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 6984.1 ms
[2022-03-31 05:11:41 main:574] : INFO : Epoch 1994 | loss: 0.0312416 | val_loss: 0.0312424 | Time: 6879.1 ms
[2022-03-31 05:11:48 main:574] : INFO : Epoch 1995 | loss: 0.031242 | val_loss: 0.031246 | Time: 6876.48 ms
[2022-03-31 05:11:55 main:574] : INFO : Epoch 1996 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 6878.2 ms
[2022-03-31 05:12:01 main:574] : INFO : Epoch 1997 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 6922.5 ms
[2022-03-31 05:12:08 main:574] : INFO : Epoch 1998 | loss: 0.031243 | val_loss: 0.0312435 | Time: 6871.94 ms
[2022-03-31 05:12:15 main:574] : INFO : Epoch 1999 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 6882.92 ms
[2022-03-31 05:12:22 main:574] : INFO : Epoch 2000 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 6918.19 ms
[2022-03-31 05:12:29 main:574] : INFO : Epoch 2001 | loss: 0.031245 | val_loss: 0.0312425 | Time: 7031.11 ms
[2022-03-31 05:12:36 main:574] : INFO : Epoch 2002 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 6957.75 ms
[2022-03-31 05:12:43 main:574] : INFO : Epoch 2003 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 6868.73 ms
[2022-03-31 05:12:50 main:574] : INFO : Epoch 2004 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 6881.44 ms
[2022-03-31 05:12:57 main:574] : INFO : Epoch 2005 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 6901.24 ms
[2022-03-31 05:13:04 main:574] : INFO : Epoch 2006 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 6949.88 ms
[2022-03-31 05:13:11 main:574] : INFO : Epoch 2007 | loss: 0.0312405 | val_loss: 0.031243 | Time: 6919.22 ms
[2022-03-31 05:13:18 main:574] : INFO : Epoch 2008 | loss: 0.0312423 | val_loss: 0.0312411 | Time: 6881.67 ms
[2022-03-31 05:13:25 main:574] : INFO : Epoch 2009 | loss: 0.0312434 | val_loss: 0.0312462 | Time: 6870.83 ms
[2022-03-31 05:13:31 main:574] : INFO : Epoch 2010 | loss: 0.0312439 | val_loss: 0.0312494 | Time: 6897.52 ms
[2022-03-31 05:13:38 main:574] : INFO : Epoch 2011 | loss: 0.0312431 | val_loss: 0.031247 | Time: 6879.5 ms
[2022-03-31 05:13:45 main:574] : INFO : Epoch 2012 | loss: 0.0312435 | val_loss: 0.0312415 | Time: 6966.34 ms
[2022-03-31 05:13:52 main:574] : INFO : Epoch 2013 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 6886.6 ms
[2022-03-31 05:13:59 main:574] : INFO : Epoch 2014 | loss: 0.031242 | val_loss: 0.0312417 | Time: 6880.21 ms
[2022-03-31 05:14:06 main:574] : INFO : Epoch 2015 | loss: 0.0312403 | val_loss: 0.0312435 | Time: 6887.05 ms
[2022-03-31 05:14:13 main:574] : INFO : Epoch 2016 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 6879.6 ms
[2022-03-31 05:14:20 main:574] : INFO : Epoch 2017 | loss: 0.0312407 | val_loss: 0.0312423 | Time: 6876.79 ms
[2022-03-31 05:14:27 main:574] : INFO : Epoch 2018 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 6881.28 ms
[2022-03-31 05:14:34 main:574] : INFO : Epoch 2019 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 6861.62 ms
[2022-03-31 05:14:40 main:574] : INFO : Epoch 2020 | loss: 0.03124 | val_loss: 0.0312406 | Time: 6913 ms
[2022-03-31 05:14:47 main:574] : INFO : Epoch 2021 | loss: 0.031239 | val_loss: 0.0312404 | Time: 6911.33 ms
[2022-03-31 05:14:54 main:574] : INFO : Epoch 2022 | loss: 0.0312392 | val_loss: 0.0312405 | Time: 6869.11 ms
[2022-03-31 05:15:01 main:574] : INFO : Epoch 2023 | loss: 0.0312413 | val_loss: 0.0312455 | Time: 6928.95 ms
[2022-03-31 05:15:09 main:574] : INFO : Epoch 2024 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 7484.69 ms
[2022-03-31 05:15:16 main:574] : INFO : Epoch 2025 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 6891.6 ms
[2022-03-31 05:15:23 main:574] : INFO : Epoch 2026 | loss: 0.0312398 | val_loss: 0.0312411 | Time: 6975.82 ms
[2022-03-31 05:15:30 main:574] : INFO : Epoch 2027 | loss: 0.031239 | val_loss: 0.031239 | Time: 6887 ms
[2022-03-31 05:15:37 main:574] : INFO : Epoch 2028 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 6885.71 ms
[2022-03-31 05:15:43 main:574] : INFO : Epoch 2029 | loss: 0.0312386 | val_loss: 0.0312398 | Time: 6891.15 ms
[2022-03-31 05:15:50 main:574] : INFO : Epoch 2030 | loss: 0.0312394 | val_loss: 0.031239 | Time: 6897.49 ms
[2022-03-31 05:15:58 main:574] : INFO : Epoch 2031 | loss: 0.0312402 | val_loss: 0.0312443 | Time: 7420.63 ms
[2022-03-31 05:16:05 main:574] : INFO : Epoch 2032 | loss: 0.0312395 | val_loss: 0.0312393 | Time: 7402.2 ms
[2022-03-31 05:16:12 main:574] : INFO : Epoch 2033 | loss: 0.0312384 | val_loss: 0.0312398 | Time: 6966.48 ms
[2022-03-31 05:16:19 main:574] : INFO : Epoch 2034 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 6879 ms
[2022-03-31 05:16:26 main:574] : INFO : Epoch 2035 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 6881.88 ms
[2022-03-31 05:16:33 main:574] : INFO : Epoch 2036 | loss: 0.0312405 | val_loss: 0.0312419 | Time: 6964.91 ms
[2022-03-31 05:16:40 main:574] : INFO : Epoch 2037 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 6868.81 ms
[2022-03-31 05:16:47 main:574] : INFO : Epoch 2038 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 6975.59 ms
[2022-03-31 05:16:54 main:574] : INFO : Epoch 2039 | loss: 0.0312391 | val_loss: 0.0312464 | Time: 6882.37 ms
[2022-03-31 05:17:01 main:574] : INFO : Epoch 2040 | loss: 0.031241 | val_loss: 0.0312406 | Time: 6907.06 ms
[2022-03-31 05:17:08 main:574] : INFO : Epoch 2041 | loss: 0.0312382 | val_loss: 0.0312397 | Time: 6883.09 ms
[2022-03-31 05:17:14 main:574] : INFO : Epoch 2042 | loss: 0.0312376 | val_loss: 0.0312385 | Time: 6855.43 ms
[2022-03-31 05:17:21 main:574] : INFO : Epoch 2043 | loss: 0.0312396 | val_loss: 0.0312388 | Time: 6892.68 ms
[2022-03-31 05:17:28 main:574] : INFO : Epoch 2044 | loss: 0.0312391 | val_loss: 0.0312384 | Time: 6890.77 ms
[2022-03-31 05:17:35 main:574] : INFO : Epoch 2045 | loss: 0.0312373 | val_loss: 0.0312377 | Time: 6861.56 ms
[2022-03-31 05:17:42 main:574] : INFO : Epoch 2046 | loss: 0.0312376 | val_loss: 0.0312386 | Time: 6960.28 ms
[2022-03-31 05:17:49 main:574] : INFO : Epoch 2047 | loss: 0.0312374 | val_loss: 0.0312386 | Time: 6888.13 ms
[2022-03-31 05:17:57 main:574] : INFO : Epoch 2048 | loss: 0.0312371 | val_loss: 0.0312378 | Time: 7834.5 ms
[2022-03-31 05:17:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312378
[2022-03-31 05:17:57 main:603] : INFO : Saving end state to config to file
[2022-03-31 05:17:57 main:608] : INFO : Success, exiting..
05:17:58 (12200): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)