Task 5237636
| Name | ParityMachine-1619579365-26111-3_0 |
| Workunit | 3152497 |
| Created | 26 May 2021, 8:51:25 UTC |
| Sent | 29 May 2021, 9:54:34 UTC |
| Report deadline | 5 Jun 2021, 9:54:34 UTC |
| Received | 29 May 2021, 17:08:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 11 min 43 sec |
| CPU time | 5 hours 43 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ss: 0.0312498 | val_loss: 0.0312503 | Time: 10448.3 ms [2021-05-29 16:35:59 main:574] : INFO : Epoch 1542 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 11267.1 ms [2021-05-29 16:36:10 main:574] : INFO : Epoch 1543 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 11220.5 ms [2021-05-29 16:36:21 main:574] : INFO : Epoch 1544 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 11165.4 ms [2021-05-29 16:36:32 main:574] : INFO : Epoch 1545 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 11329.2 ms [2021-05-29 16:36:43 main:574] : INFO : Epoch 1546 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 10768.4 ms [2021-05-29 16:36:54 main:574] : INFO : Epoch 1547 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 11071.2 ms [2021-05-29 16:37:06 main:574] : INFO : Epoch 1548 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 11201.3 ms [2021-05-29 16:37:17 main:574] : INFO : Epoch 1549 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 10933.6 ms [2021-05-29 16:37:27 main:574] : INFO : Epoch 1550 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 10782.7 ms [2021-05-29 16:37:39 main:574] : INFO : Epoch 1551 | loss: 0.03125 | val_loss: 0.0312524 | Time: 11862.1 ms [2021-05-29 16:37:50 main:574] : INFO : Epoch 1552 | loss: 0.0312509 | val_loss: 0.0312494 | Time: 10473 ms [2021-05-29 16:38:01 main:574] : INFO : Epoch 1553 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 11016.5 ms [2021-05-29 16:38:12 main:574] : INFO : Epoch 1554 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 11039 ms [2021-05-29 16:38:23 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 10847.1 ms [2021-05-29 16:38:34 main:574] : INFO : Epoch 1556 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 10676.6 ms [2021-05-29 16:38:45 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 11044.4 ms [2021-05-29 16:38:55 main:574] : INFO : Epoch 1558 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 10259.8 ms [2021-05-29 16:39:06 main:574] : INFO : Epoch 1559 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 10851.9 ms [2021-05-29 16:39:17 main:574] : INFO : Epoch 1560 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 10905.9 ms [2021-05-29 16:39:27 main:574] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.03125 | Time: 10206.2 ms [2021-05-29 16:39:37 main:574] : INFO : Epoch 1562 | loss: 0.03125 | val_loss: 0.0312493 | Time: 10424.1 ms [2021-05-29 16:39:49 main:574] : INFO : Epoch 1563 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 11065.2 ms [2021-05-29 16:39:59 main:574] : INFO : Epoch 1564 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 10907.7 ms [2021-05-29 16:40:10 main:574] : INFO : Epoch 1565 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 10774.7 ms [2021-05-29 16:40:21 main:574] : INFO : Epoch 1566 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 10256.1 ms [2021-05-29 16:40:31 main:574] : INFO : Epoch 1567 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 9945.69 ms [2021-05-29 16:40:41 main:574] : INFO : Epoch 1568 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 10652.1 ms [2021-05-29 16:40:52 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312494 | Time: 10576.6 ms [2021-05-29 16:41:03 main:574] : INFO : Epoch 1570 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 11234.9 ms [2021-05-29 16:41:14 main:574] : INFO : Epoch 1571 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 11074.9 ms [2021-05-29 16:41:25 main:574] : INFO : Epoch 1572 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 10731.8 ms [2021-05-29 16:41:36 main:574] : INFO : Epoch 1573 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 11029.7 ms [2021-05-29 16:41:47 main:574] : INFO : Epoch 1574 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 10955.9 ms [2021-05-29 16:41:58 main:574] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.0312493 | Time: 10972.7 ms [2021-05-29 16:42:09 main:574] : INFO : Epoch 1576 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 10732.3 ms [2021-05-29 16:42:20 main:574] : INFO : Epoch 1577 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 10871 ms [2021-05-29 16:42:32 main:574] : INFO : Epoch 1578 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 11634.3 ms [2021-05-29 16:42:42 main:574] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 10743.1 ms [2021-05-29 16:42:53 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 10655.1 ms [2021-05-29 16:43:04 main:574] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 11058.3 ms [2021-05-29 16:43:16 main:574] : INFO : Epoch 1582 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 11274.1 ms [2021-05-29 16:43:27 main:574] : INFO : Epoch 1583 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 11166.9 ms [2021-05-29 16:43:37 main:574] : INFO : Epoch 1584 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 10636.7 ms [2021-05-29 16:43:49 main:574] : INFO : Epoch 1585 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 11590 ms [2021-05-29 16:44:00 main:574] : INFO : Epoch 1586 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 10647.5 ms [2021-05-29 16:44:11 main:574] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 10935.5 ms [2021-05-29 16:44:22 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 10915.5 ms [2021-05-29 16:44:33 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 11258 ms [2021-05-29 16:44:44 main:574] : INFO : Epoch 1590 | loss: 0.0312579 | val_loss: 0.0314187 | Time: 10963.9 ms [2021-05-29 16:44:55 main:574] : INFO : Epoch 1591 | loss: 0.0337917 | val_loss: 0.0321196 | Time: 10792.4 ms [2021-05-29 16:45:05 main:574] : INFO : Epoch 1592 | loss: 0.0318135 | val_loss: 0.0314695 | Time: 10461.2 ms [2021-05-29 16:45:16 main:574] : INFO : Epoch 1593 | loss: 0.0313575 | val_loss: 0.0312927 | Time: 10163.8 ms [2021-05-29 16:45:26 main:574] : INFO : Epoch 1594 | loss: 0.0312679 | val_loss: 0.0312555 | Time: 10419.4 ms [2021-05-29 16:45:37 main:574] : INFO : Epoch 1595 | loss: 0.0312529 | val_loss: 0.0312504 | Time: 11008.1 ms [2021-05-29 16:45:48 main:574] : INFO : Epoch 1596 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 10593.8 ms [2021-05-29 16:45:59 main:574] : INFO : Epoch 1597 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 11190.1 ms [2021-05-29 16:46:10 main:574] : INFO : Epoch 1598 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 11198 ms [2021-05-29 16:46:21 main:574] : INFO : Epoch 1599 | loss: 0.03125 | val_loss: 0.0312496 | Time: 10572.4 ms [2021-05-29 16:46:32 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.03125 | Time: 10696.4 ms [2021-05-29 16:46:42 main:574] : INFO : Epoch 1601 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 10791 ms [2021-05-29 16:46:53 main:574] : INFO : Epoch 1602 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 10480.1 ms [2021-05-29 16:47:03 main:574] : INFO : Epoch 1603 | loss: 0.0312514 | val_loss: 0.031252 | Time: 10495.2 ms [2021-05-29 16:47:14 main:574] : INFO : Epoch 1604 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 10477.9 ms [2021-05-29 16:47:25 main:574] : INFO : Epoch 1605 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 10904.2 ms [2021-05-29 16:47:35 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9685.62 ms [2021-05-29 16:47:46 main:574] : INFO : Epoch 1607 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 10774.8 ms [2021-05-29 16:47:57 main:574] : INFO : Epoch 1608 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 11508.8 ms [2021-05-29 16:48:08 main:574] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 11056.2 ms [2021-05-29 16:48:19 main:574] : INFO : Epoch 1610 | loss: 0.03125 | val_loss: 0.0312502 | Time: 10518.6 ms [2021-05-29 16:48:30 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 11055.4 ms [2021-05-29 16:48:40 main:574] : INFO : Epoch 1612 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 10454.2 ms [2021-05-29 16:48:51 main:574] : INFO : Epoch 1613 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 10242.9 ms [2021-05-29 16:49:01 main:574] : INFO : Epoch 1614 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 10755.3 ms [2021-05-29 16:49:12 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 10723.8 ms [2021-05-29 16:49:23 main:574] : INFO : Epoch 1616 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 11197.8 ms [2021-05-29 16:49:34 main:574] : INFO : Epoch 1617 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 10358 ms [2021-05-29 16:49:45 main:574] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 11459.6 ms [2021-05-29 16:49:55 main:574] : INFO : Epoch 1619 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 9935.79 ms [2021-05-29 16:50:06 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 10788 ms [2021-05-29 16:50:17 main:574] : INFO : Epoch 1621 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 10311.3 ms [2021-05-29 16:50:28 main:574] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312493 | Time: 11527.5 ms [2021-05-29 16:50:39 main:574] : INFO : Epoch 1623 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 10475 ms [2021-05-29 16:50:49 main:574] : INFO : Epoch 1624 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 10806.1 ms [2021-05-29 16:51:00 main:574] : INFO : Epoch 1625 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 10475.8 ms [2021-05-29 16:51:11 main:574] : INFO : Epoch 1626 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 10716.2 ms [2021-05-29 16:51:22 main:574] : INFO : Epoch 1627 | loss: 0.0312506 | val_loss: 0.031252 | Time: 11211.1 ms [2021-05-29 16:51:33 main:574] : INFO : Epoch 1628 | loss: 0.0312518 | val_loss: 0.0312509 | Time: 10641.6 ms [2021-05-29 16:51:44 main:574] : INFO : Epoch 1629 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 10888.3 ms [2021-05-29 16:51:54 main:574] : INFO : Epoch 1630 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 10615.3 ms [2021-05-29 16:52:05 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 10617.9 ms [2021-05-29 16:52:16 main:574] : INFO : Epoch 1632 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 10722.6 ms [2021-05-29 16:52:26 main:574] : INFO : Epoch 1633 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 10330.6 ms [2021-05-29 16:52:37 main:574] : INFO : Epoch 1634 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 10954.4 ms [2021-05-29 16:52:47 main:574] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 9977.59 ms [2021-05-29 16:52:59 main:574] : INFO : Epoch 1636 | loss: 0.031251 | val_loss: 0.0312503 | Time: 11559.2 ms [2021-05-29 16:53:10 main:574] : INFO : Epoch 1637 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 11128.9 ms [2021-05-29 16:53:21 main:574] : INFO : Epoch 1638 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 10455 ms [2021-05-29 16:53:31 main:574] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.0312501 | Time: 10405.9 ms [2021-05-29 16:53:42 main:574] : INFO : Epoch 1640 | loss: 0.0312502 | val_loss: 0.031253 | Time: 10518.6 ms [2021-05-29 16:53:52 main:574] : INFO : Epoch 1641 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 10185 ms [2021-05-29 16:54:03 main:574] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 10905.2 ms [2021-05-29 16:54:14 main:574] : INFO : Epoch 1643 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 11088.7 ms [2021-05-29 16:54:25 main:574] : INFO : Epoch 1644 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 10733.4 ms [2021-05-29 16:54:35 main:574] : INFO : Epoch 1645 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 10667.2 ms [2021-05-29 16:54:46 main:574] : INFO : Epoch 1646 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 10962.5 ms [2021-05-29 16:54:58 main:574] : INFO : Epoch 1647 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 11069.3 ms [2021-05-29 16:55:08 main:574] : INFO : Epoch 1648 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 10392.6 ms [2021-05-29 16:55:19 main:574] : INFO : Epoch 1649 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 10659.4 ms [2021-05-29 16:55:30 main:574] : INFO : Epoch 1650 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 10789.5 ms [2021-05-29 16:55:41 main:574] : INFO : Epoch 1651 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 11323.5 ms [2021-05-29 16:55:52 main:574] : INFO : Epoch 1652 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 11112.7 ms [2021-05-29 16:56:03 main:574] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 10885.8 ms [2021-05-29 16:56:14 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 10917 ms [2021-05-29 16:56:24 main:574] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 9707.89 ms [2021-05-29 16:56:34 main:574] : INFO : Epoch 1656 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 10497.5 ms [2021-05-29 16:56:45 main:574] : INFO : Epoch 1657 | loss: 0.03125 | val_loss: 0.0312498 | Time: 10714.6 ms [2021-05-29 16:56:56 main:574] : INFO : Epoch 1658 | loss: 0.031251 | val_loss: 0.0312491 | Time: 10427.7 ms [2021-05-29 16:57:07 main:574] : INFO : Epoch 1659 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 11048.6 ms [2021-05-29 16:57:18 main:574] : INFO : Epoch 1660 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 11054.4 ms [2021-05-29 16:57:29 main:574] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 10721.3 ms [2021-05-29 16:57:40 main:574] : INFO : Epoch 1662 | loss: 0.03125 | val_loss: 0.0312498 | Time: 11482.8 ms [2021-05-29 16:57:52 main:574] : INFO : Epoch 1663 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 11365.3 ms [2021-05-29 16:58:02 main:574] : INFO : Epoch 1664 | loss: 0.031251 | val_loss: 0.0312519 | Time: 10151.5 ms [2021-05-29 16:58:12 main:574] : INFO : Epoch 1665 | loss: 0.0312526 | val_loss: 0.0312576 | Time: 10579.6 ms [2021-05-29 16:58:23 main:574] : INFO : Epoch 1666 | loss: 0.0312512 | val_loss: 0.0312496 | Time: 10777.3 ms [2021-05-29 16:58:34 main:574] : INFO : Epoch 1667 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 11150.1 ms [2021-05-29 16:58:46 main:574] : INFO : Epoch 1668 | loss: 0.03125 | val_loss: 0.0312492 | Time: 11070.3 ms [2021-05-29 16:58:57 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 11275.3 ms [2021-05-29 16:59:08 main:574] : INFO : Epoch 1670 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 10728.6 ms [2021-05-29 16:59:19 main:574] : INFO : Epoch 1671 | loss: 0.0312508 | val_loss: 0.031251 | Time: 10838.1 ms [2021-05-29 16:59:29 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 10887.1 ms [2021-05-29 16:59:41 main:574] : INFO : Epoch 1673 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 11394.9 ms [2021-05-29 16:59:51 main:574] : INFO : Epoch 1674 | loss: 0.031252 | val_loss: 0.0312502 | Time: 10554.8 ms [2021-05-29 17:00:03 main:574] : INFO : Epoch 1675 | loss: 0.0312512 | val_loss: 0.0312493 | Time: 11395.1 ms [2021-05-29 17:00:14 main:574] : INFO : Epoch 1676 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 11231.5 ms [2021-05-29 17:00:25 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.031249 | Time: 10779.5 ms [2021-05-29 17:00:36 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.03125 | Time: 10727.6 ms [2021-05-29 17:00:47 main:574] : INFO : Epoch 1679 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 11209.4 ms [2021-05-29 17:00:58 main:574] : INFO : Epoch 1680 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 10686.4 ms [2021-05-29 17:01:09 main:574] : INFO : Epoch 1681 | loss: 0.0312498 | val_loss: 0.031249 | Time: 10784.1 ms [2021-05-29 17:01:20 main:574] : INFO : Epoch 1682 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 10906.2 ms [2021-05-29 17:01:30 main:574] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 10542.4 ms [2021-05-29 17:01:42 main:574] : INFO : Epoch 1684 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 11388.4 ms [2021-05-29 17:01:53 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312492 | Time: 10960.5 ms [2021-05-29 17:02:03 main:574] : INFO : Epoch 1686 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 10528.2 ms [2021-05-29 17:02:14 main:574] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 10408.9 ms [2021-05-29 17:02:24 main:574] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 10567.7 ms [2021-05-29 17:02:34 main:574] : INFO : Epoch 1689 | loss: 0.03125 | val_loss: 0.0312492 | Time: 10103.5 ms [2021-05-29 17:02:45 main:574] : INFO : Epoch 1690 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 10334.3 ms [2021-05-29 17:02:56 main:574] : INFO : Epoch 1691 | loss: 0.0312504 | val_loss: 0.03125 | Time: 10945.6 ms [2021-05-29 17:03:06 main:574] : INFO : Epoch 1692 | loss: 0.0312506 | val_loss: 0.0312492 | Time: 10461.6 ms [2021-05-29 17:03:17 main:574] : INFO : Epoch 1693 | loss: 0.0312495 | val_loss: 0.031249 | Time: 10774.9 ms [2021-05-29 17:03:27 main:574] : INFO : Epoch 1694 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 10107.4 ms [2021-05-29 17:03:38 main:574] : INFO : Epoch 1695 | loss: 0.0312499 | val_loss: 0.03125 | Time: 11071.6 ms [2021-05-29 17:03:49 main:574] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 10577.5 ms [2021-05-29 17:04:00 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 10634.7 ms [2021-05-29 17:04:10 main:574] : INFO : Epoch 1698 | loss: 0.0312507 | val_loss: 0.03125 | Time: 10442.1 ms [2021-05-29 17:04:21 main:574] : INFO : Epoch 1699 | loss: 0.0312521 | val_loss: 0.031257 | Time: 11113 ms [2021-05-29 17:04:32 main:574] : INFO : Epoch 1700 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 10687.6 ms [2021-05-29 17:04:43 main:574] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.0312498 | Time: 11177.5 ms [2021-05-29 17:04:54 main:574] : INFO : Epoch 1702 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 10807.8 ms [2021-05-29 17:05:05 main:574] : INFO : Epoch 1703 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 11148.9 ms [2021-05-29 17:05:16 main:574] : INFO : Epoch 1704 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 10166.8 ms [2021-05-29 17:05:27 main:574] : INFO : Epoch 1705 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 10825.8 ms [2021-05-29 17:05:38 main:574] : INFO : Epoch 1706 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 11237.1 ms [2021-05-29 17:05:49 main:574] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.031251 | Time: 11168.7 ms [2021-05-29 17:06:00 main:574] : INFO : Epoch 1708 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 10560.2 ms [2021-05-29 17:06:11 main:574] : INFO : Epoch 1709 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 11047.4 ms [2021-05-29 17:06:22 main:574] : INFO : Epoch 1710 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 11221.6 ms [2021-05-29 17:06:33 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.0312503 | Time: 11205.4 ms [2021-05-29 17:06:45 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 11377.3 ms [2021-05-29 17:06:56 main:574] : INFO : Epoch 1713 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 11145.9 ms [2021-05-29 17:07:07 main:574] : INFO : Epoch 1714 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 11086.5 ms [2021-05-29 17:07:18 main:574] : INFO : Epoch 1715 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 10855.7 ms [2021-05-29 17:07:29 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312493 | Time: 10734.9 ms [2021-05-29 17:07:39 main:574] : INFO : Epoch 1717 | loss: 0.0312498 | val_loss: 0.03125 | Time: 10354.7 ms [2021-05-29 17:07:50 main:574] : INFO : Epoch 1718 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 10565.2 ms [2021-05-29 17:08:01 main:574] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 11144.5 ms [2021-05-29 17:08:11 main:574] : INFO : Epoch 1720 | loss: 0.0312508 | val_loss: 0.0312495 | Time: 10382.9 ms [2021-05-29 17:08:22 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 10510.8 ms [2021-05-29 17:08:33 main:574] : INFO : Epoch 1722 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 10557.6 ms [2021-05-29 17:08:43 main:574] : INFO : Epoch 1723 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 10736.7 ms [2021-05-29 17:08:55 main:574] : INFO : Epoch 1724 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 11260.4 ms [2021-05-29 17:09:05 main:574] : INFO : Epoch 1725 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 10552.9 ms [2021-05-29 17:09:16 main:574] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 10705.1 ms [2021-05-29 17:09:27 main:574] : INFO : Epoch 1727 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 10777.7 ms [2021-05-29 17:09:38 main:574] : INFO : Epoch 1728 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 10923.5 ms [2021-05-29 17:09:49 main:574] : INFO : Epoch 1729 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 10978.8 ms [2021-05-29 17:10:01 main:574] : INFO : Epoch 1730 | loss: 0.031252 | val_loss: 0.0312501 | Time: 11744.6 ms [2021-05-29 17:10:12 main:574] : INFO : Epoch 1731 | loss: 0.0312527 | val_loss: 0.0312523 | Time: 11111.5 ms [2021-05-29 17:10:23 main:574] : INFO : Epoch 1732 | loss: 0.0312514 | val_loss: 0.0312493 | Time: 10936.3 ms [2021-05-29 17:10:34 main:574] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 10941.7 ms [2021-05-29 17:10:44 main:574] : INFO : Epoch 1734 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 10363.3 ms [2021-05-29 17:10:54 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312502 | Time: 9898.65 ms [2021-05-29 17:11:05 main:574] : INFO : Epoch 1736 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 10468.1 ms [2021-05-29 17:11:15 main:574] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 10008.7 ms [2021-05-29 17:11:25 main:574] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 9998.07 ms [2021-05-29 17:11:35 main:574] : INFO : Epoch 1739 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 10737.6 ms [2021-05-29 17:11:47 main:574] : INFO : Epoch 1740 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 11423.9 ms [2021-05-29 17:11:58 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312506 | Time: 11327 ms [2021-05-29 17:12:09 main:574] : INFO : Epoch 1742 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 10974.8 ms [2021-05-29 17:12:21 main:574] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 11232.6 ms [2021-05-29 17:12:32 main:574] : INFO : Epoch 1744 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 11034.8 ms [2021-05-29 17:12:42 main:574] : INFO : Epoch 1745 | loss: 0.0312505 | val_loss: 0.031252 | Time: 10381.6 ms [2021-05-29 17:12:53 main:574] : INFO : Epoch 1746 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 10709 ms [2021-05-29 17:13:03 main:574] : INFO : Epoch 1747 | loss: 0.03125 | val_loss: 0.0312495 | Time: 10445.7 ms [2021-05-29 17:13:14 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 10438.6 ms [2021-05-29 17:13:25 main:574] : INFO : Epoch 1749 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 11144.4 ms [2021-05-29 17:13:36 main:574] : INFO : Epoch 1750 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 10723.9 ms [2021-05-29 17:13:46 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 10565.7 ms [2021-05-29 17:13:57 main:574] : INFO : Epoch 1752 | loss: 0.03125 | val_loss: 0.0312497 | Time: 10957.5 ms [2021-05-29 17:14:09 main:574] : INFO : Epoch 1753 | loss: 0.031252 | val_loss: 0.0312513 | Time: 11142.2 ms [2021-05-29 17:14:20 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 11087.8 ms [2021-05-29 17:14:31 main:574] : INFO : Epoch 1755 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 11143.3 ms [2021-05-29 17:14:42 main:574] : INFO : Epoch 1756 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 11112 ms [2021-05-29 17:14:53 main:574] : INFO : Epoch 1757 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 10776.7 ms [2021-05-29 17:15:03 main:574] : INFO : Epoch 1758 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 10178.2 ms [2021-05-29 17:15:14 main:574] : INFO : Epoch 1759 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 10987.4 ms [2021-05-29 17:15:25 main:574] : INFO : Epoch 1760 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 10659.7 ms [2021-05-29 17:15:36 main:574] : INFO : Epoch 1761 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 11260.8 ms [2021-05-29 17:15:48 main:574] : INFO : Epoch 1762 | loss: 0.0312509 | val_loss: 0.0312528 | Time: 11234.4 ms [2021-05-29 17:15:59 main:574] : INFO : Epoch 1763 | loss: 0.031252 | val_loss: 0.0312542 | Time: 10982.7 ms [2021-05-29 17:16:10 main:574] : INFO : Epoch 1764 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 11033.6 ms [2021-05-29 17:16:21 main:574] : INFO : Epoch 1765 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 10889.4 ms [2021-05-29 17:16:32 main:574] : INFO : Epoch 1766 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 11683 ms [2021-05-29 17:16:43 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.03125 | Time: 10628.4 ms [2021-05-29 17:16:54 main:574] : INFO : Epoch 1768 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 11027.4 ms [2021-05-29 17:17:05 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 10895.8 ms [2021-05-29 17:17:16 main:574] : INFO : Epoch 1770 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 10853.8 ms [2021-05-29 17:17:27 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 11129.2 ms [2021-05-29 17:17:38 main:574] : INFO : Epoch 1772 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 10523.4 ms [2021-05-29 17:17:49 main:574] : INFO : Epoch 1773 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 11139.2 ms [2021-05-29 17:18:00 main:574] : INFO : Epoch 1774 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 10802.8 ms [2021-05-29 17:18:10 main:574] : INFO : Epoch 1775 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 10260.1 ms [2021-05-29 17:18:21 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 11256.3 ms [2021-05-29 17:18:32 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 11074.2 ms [2021-05-29 17:18:43 main:574] : INFO : Epoch 1778 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 10981.8 ms [2021-05-29 17:18:55 main:574] : INFO : Epoch 1779 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 10975.6 ms [2021-05-29 17:19:05 main:574] : INFO : Epoch 1780 | loss: 0.0312499 | val_loss: 0.03125 | Time: 10191.6 ms [2021-05-29 17:19:16 main:574] : INFO : Epoch 1781 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 10822.4 ms [2021-05-29 17:19:26 main:574] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 10139.4 ms [2021-05-29 17:19:36 main:574] : INFO : Epoch 1783 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 9856.36 ms [2021-05-29 17:19:46 main:574] : INFO : Epoch 1784 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 10302.3 ms [2021-05-29 17:19:56 main:574] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 10228.5 ms [2021-05-29 17:20:06 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 10078.2 ms [2021-05-29 17:20:17 main:574] : INFO : Epoch 1787 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 10903 ms [2021-05-29 17:20:28 main:574] : INFO : Epoch 1788 | loss: 0.03125 | val_loss: 0.0312495 | Time: 10271.9 ms [2021-05-29 17:20:39 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 10924.8 ms [2021-05-29 17:20:50 main:574] : INFO : Epoch 1790 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 11579 ms [2021-05-29 17:21:01 main:574] : INFO : Epoch 1791 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 10985.1 ms [2021-05-29 17:21:13 main:574] : INFO : Epoch 1792 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 11224.2 ms [2021-05-29 17:21:23 main:574] : INFO : Epoch 1793 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 10422.3 ms [2021-05-29 17:21:33 main:574] : INFO : Epoch 1794 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 10317.9 ms [2021-05-29 17:21:44 main:574] : INFO : Epoch 1795 | loss: 0.03125 | val_loss: 0.0312525 | Time: 10278.9 ms [2021-05-29 17:21:55 main:574] : INFO : Epoch 1796 | loss: 0.031251 | val_loss: 0.0312499 | Time: 11090.6 ms [2021-05-29 17:22:06 main:574] : INFO : Epoch 1797 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 10527.4 ms [2021-05-29 17:22:16 main:574] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 10888.5 ms [2021-05-29 17:22:28 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 11008.3 ms [2021-05-29 17:22:39 main:574] : INFO : Epoch 1800 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 10979.7 ms [2021-05-29 17:22:50 main:574] : INFO : Epoch 1801 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 11290.2 ms [2021-05-29 17:23:00 main:574] : INFO : Epoch 1802 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 10454.7 ms [2021-05-29 17:23:11 main:574] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.03125 | Time: 10738.6 ms [2021-05-29 17:23:22 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.03125 | Time: 11053.4 ms [2021-05-29 17:23:33 main:574] : INFO : Epoch 1805 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 10378.2 ms [2021-05-29 17:23:44 main:574] : INFO : Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 10975 ms [2021-05-29 17:23:53 main:574] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312496 | Time: 9628.97 ms [2021-05-29 17:24:05 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312496 | Time: 11220.9 ms [2021-05-29 17:24:16 main:574] : INFO : Epoch 1809 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 11568.4 ms [2021-05-29 17:24:27 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 10154.8 ms [2021-05-29 17:24:37 main:574] : INFO : Epoch 1811 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 10741.6 ms [2021-05-29 17:24:47 main:574] : INFO : Epoch 1812 | loss: 0.0312511 | val_loss: 0.0312495 | Time: 10000.8 ms [2021-05-29 17:24:58 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 11058.6 ms [2021-05-29 17:25:10 main:574] : INFO : Epoch 1814 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 11393.3 ms [2021-05-29 17:25:21 main:574] : INFO : Epoch 1815 | loss: 0.0312504 | val_loss: 0.03125 | Time: 10639.3 ms [2021-05-29 17:25:32 main:574] : INFO : Epoch 1816 | loss: 0.03125 | val_loss: 0.0312504 | Time: 11016 ms [2021-05-29 17:25:43 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 11559.3 ms [2021-05-29 17:25:54 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 11094.4 ms [2021-05-29 17:26:06 main:574] : INFO : Epoch 1819 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 11086.5 ms [2021-05-29 17:26:16 main:574] : INFO : Epoch 1820 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 10781.7 ms [2021-05-29 17:26:27 main:574] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.0312507 | Time: 10717.3 ms [2021-05-29 17:26:38 main:574] : INFO : Epoch 1822 | loss: 0.03125 | val_loss: 0.0312496 | Time: 11170.8 ms [2021-05-29 17:26:49 main:574] : INFO : Epoch 1823 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 10537 ms [2021-05-29 17:27:00 main:574] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 10503 ms [2021-05-29 17:27:10 main:574] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312497 | Time: 10354.4 ms [2021-05-29 17:27:20 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 10415.2 ms [2021-05-29 17:27:31 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 10346.7 ms [2021-05-29 17:27:42 main:574] : INFO : Epoch 1828 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 11033.8 ms [2021-05-29 17:27:53 main:574] : INFO : Epoch 1829 | loss: 0.0312517 | val_loss: 0.0312528 | Time: 10639.5 ms [2021-05-29 17:28:04 main:574] : INFO : Epoch 1830 | loss: 0.031251 | val_loss: 0.0312509 | Time: 11022 ms [2021-05-29 17:28:14 main:574] : INFO : Epoch 1831 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 10714.5 ms [2021-05-29 17:28:26 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 11145.3 ms [2021-05-29 17:28:36 main:574] : INFO : Epoch 1833 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 10630.2 ms [2021-05-29 17:28:47 main:574] : INFO : Epoch 1834 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 10388.7 ms [2021-05-29 17:28:58 main:574] : INFO : Epoch 1835 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 11062.7 ms [2021-05-29 17:29:08 main:574] : INFO : Epoch 1836 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 10492.7 ms [2021-05-29 17:29:19 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 10757 ms [2021-05-29 17:29:31 main:574] : INFO : Epoch 1838 | loss: 0.0312507 | val_loss: 0.031253 | Time: 11165.5 ms [2021-05-29 17:29:42 main:574] : INFO : Epoch 1839 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 11206.7 ms [2021-05-29 17:29:52 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 10598.4 ms [2021-05-29 17:30:04 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 11341.1 ms [2021-05-29 17:30:15 main:574] : INFO : Epoch 1842 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 10708.1 ms [2021-05-29 17:30:25 main:574] : INFO : Epoch 1843 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 10671.3 ms [2021-05-29 17:30:36 main:574] : INFO : Epoch 1844 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 10672.1 ms [2021-05-29 17:30:46 main:574] : INFO : Epoch 1845 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 10281.1 ms [2021-05-29 17:30:57 main:574] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 10697.8 ms [2021-05-29 17:31:07 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.031251 | Time: 10136 ms [2021-05-29 17:31:18 main:574] : INFO : Epoch 1848 | loss: 0.0312524 | val_loss: 0.0312571 | Time: 10343.9 ms [2021-05-29 17:31:29 main:574] : INFO : Epoch 1849 | loss: 0.0312524 | val_loss: 0.0312497 | Time: 10978.7 ms [2021-05-29 17:31:41 main:574] : INFO : Epoch 1850 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 12189 ms [2021-05-29 17:31:51 main:574] : INFO : Epoch 1851 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 10412.2 ms [2021-05-29 17:32:02 main:574] : INFO : Epoch 1852 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 10777.6 ms [2021-05-29 17:32:13 main:574] : INFO : Epoch 1853 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 10214.2 ms [2021-05-29 17:32:23 main:574] : INFO : Epoch 1854 | loss: 0.0312515 | val_loss: 0.0312538 | Time: 10522 ms [2021-05-29 17:32:34 main:574] : INFO : Epoch 1855 | loss: 0.0312517 | val_loss: 0.0312497 | Time: 10692.4 ms [2021-05-29 17:32:44 main:574] : INFO : Epoch 1856 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 10402.6 ms [2021-05-29 17:32:55 main:574] : INFO : Epoch 1857 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 11171.4 ms [2021-05-29 17:33:06 main:574] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 10079.1 ms [2021-05-29 17:33:16 main:574] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 10495.9 ms [2021-05-29 17:33:27 main:574] : INFO : Epoch 1860 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 10452.1 ms [2021-05-29 17:33:38 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 11247.2 ms [2021-05-29 17:33:49 main:574] : INFO : Epoch 1862 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 11050.1 ms [2021-05-29 17:34:00 main:574] : INFO : Epoch 1863 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 11250 ms [2021-05-29 17:34:11 main:574] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 10949.4 ms [2021-05-29 17:34:22 main:574] : INFO : Epoch 1865 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 10409.4 ms [2021-05-29 17:34:32 main:574] : INFO : Epoch 1866 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 10179.8 ms [2021-05-29 17:34:43 main:574] : INFO : Epoch 1867 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 11391.6 ms [2021-05-29 17:34:54 main:574] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 10608.8 ms [2021-05-29 17:35:05 main:574] : INFO : Epoch 1869 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 10806.7 ms [2021-05-29 17:35:16 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 10585.5 ms [2021-05-29 17:35:27 main:574] : INFO : Epoch 1871 | loss: 0.0312499 | val_loss: 0.03125 | Time: 11356.2 ms [2021-05-29 17:35:37 main:574] : INFO : Epoch 1872 | loss: 0.03125 | val_loss: 0.0312507 | Time: 10393.9 ms [2021-05-29 17:35:48 main:574] : INFO : Epoch 1873 | loss: 0.031251 | val_loss: 0.0312528 | Time: 10583.2 ms [2021-05-29 17:35:59 main:574] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 10798.5 ms [2021-05-29 17:36:09 main:574] : INFO : Epoch 1875 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 10224 ms [2021-05-29 17:36:20 main:574] : INFO : Epoch 1876 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 11086.7 ms [2021-05-29 17:36:32 main:574] : INFO : Epoch 1877 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 11535.8 ms [2021-05-29 17:36:43 main:574] : INFO : Epoch 1878 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 10967.7 ms [2021-05-29 17:36:53 main:574] : INFO : Epoch 1879 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 9857.09 ms [2021-05-29 17:37:03 main:574] : INFO : Epoch 1880 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 10692.7 ms [2021-05-29 17:37:15 main:574] : INFO : Epoch 1881 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 11387 ms [2021-05-29 17:37:25 main:574] : INFO : Epoch 1882 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 10548.9 ms [2021-05-29 17:37:37 main:574] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 11770.4 ms [2021-05-29 17:37:48 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 10331.6 ms [2021-05-29 17:37:58 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 10603.1 ms [2021-05-29 17:38:09 main:574] : INFO : Epoch 1886 | loss: 0.0312508 | val_loss: 0.0312536 | Time: 10898.8 ms [2021-05-29 17:38:20 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 10818.6 ms [2021-05-29 17:38:31 main:574] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 10916.1 ms [2021-05-29 17:38:42 main:574] : INFO : Epoch 1889 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 10813.9 ms [2021-05-29 17:38:53 main:574] : INFO : Epoch 1890 | loss: 0.0312535 | val_loss: 0.03125 | Time: 10858.5 ms [2021-05-29 17:39:04 main:574] : INFO : Epoch 1891 | loss: 0.0312511 | val_loss: 0.0312557 | Time: 11303.3 ms [2021-05-29 17:39:15 main:574] : INFO : Epoch 1892 | loss: 0.031251 | val_loss: 0.0312497 | Time: 10462.9 ms [2021-05-29 17:39:25 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 10543.4 ms [2021-05-29 17:39:37 main:574] : INFO : Epoch 1894 | loss: 0.03125 | val_loss: 0.0312492 | Time: 11331.3 ms [2021-05-29 17:39:48 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 11462.9 ms [2021-05-29 17:39:59 main:574] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.0312496 | Time: 11123.9 ms [2021-05-29 17:40:11 main:574] : INFO : Epoch 1897 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 11355.7 ms [2021-05-29 17:40:22 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.03125 | Time: 11099.5 ms [2021-05-29 17:40:33 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 10796.2 ms [2021-05-29 17:40:43 main:574] : INFO : Epoch 1900 | loss: 0.031251 | val_loss: 0.0312496 | Time: 10679.5 ms [2021-05-29 17:40:54 main:574] : INFO : Epoch 1901 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 10292.6 ms [2021-05-29 17:41:04 main:574] : INFO : Epoch 1902 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 10196.7 ms [2021-05-29 17:41:15 main:574] : INFO : Epoch 1903 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 11318.1 ms [2021-05-29 17:41:27 main:574] : INFO : Epoch 1904 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 11294 ms [2021-05-29 17:41:38 main:574] : INFO : Epoch 1905 | loss: 0.0312495 | val_loss: 0.03125 | Time: 11108.9 ms [2021-05-29 17:41:49 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.03125 | Time: 10964.2 ms [2021-05-29 17:42:00 main:574] : INFO : Epoch 1907 | loss: 0.0312499 | val_loss: 0.03125 | Time: 10775.3 ms [2021-05-29 17:42:11 main:574] : INFO : Epoch 1908 | loss: 0.031251 | val_loss: 0.0312492 | Time: 10842.2 ms [2021-05-29 17:42:22 main:574] : INFO : Epoch 1909 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 10892 ms [2021-05-29 17:42:32 main:574] : INFO : Epoch 1910 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 10389.2 ms [2021-05-29 17:42:43 main:574] : INFO : Epoch 1911 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 11365.6 ms [2021-05-29 17:42:54 main:574] : INFO : Epoch 1912 | loss: 0.0312511 | val_loss: 0.03125 | Time: 10910.9 ms [2021-05-29 17:43:05 main:574] : INFO : Epoch 1913 | loss: 0.0312527 | val_loss: 0.0312517 | Time: 10384.1 ms [2021-05-29 17:43:15 main:574] : INFO : Epoch 1914 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 10625.5 ms [2021-05-29 17:43:27 main:574] : INFO : Epoch 1915 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 11040.8 ms [2021-05-29 17:43:37 main:574] : INFO : Epoch 1916 | loss: 0.03125 | val_loss: 0.0312514 | Time: 10840.9 ms [2021-05-29 17:43:48 main:574] : INFO : Epoch 1917 | loss: 0.0312516 | val_loss: 0.0312537 | Time: 10303.3 ms [2021-05-29 17:43:59 main:574] : INFO : Epoch 1918 | loss: 0.031251 | val_loss: 0.0312497 | Time: 10992.4 ms [2021-05-29 17:44:10 main:574] : INFO : Epoch 1919 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 11386.6 ms [2021-05-29 17:44:21 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312541 | Time: 10437.9 ms [2021-05-29 17:44:32 main:574] : INFO : Epoch 1921 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 10913.8 ms [2021-05-29 17:44:43 main:574] : INFO : Epoch 1922 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 10992.4 ms [2021-05-29 17:44:54 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 10938.3 ms [2021-05-29 17:45:05 main:574] : INFO : Epoch 1924 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 11613.6 ms [2021-05-29 17:45:16 main:574] : INFO : Epoch 1925 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 10837.4 ms [2021-05-29 17:45:28 main:574] : INFO : Epoch 1926 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 11696.4 ms [2021-05-29 17:45:40 main:574] : INFO : Epoch 1927 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 11779.3 ms [2021-05-29 17:45:51 main:574] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 11430 ms [2021-05-29 17:46:02 main:574] : INFO : Epoch 1929 | loss: 0.0312515 | val_loss: 0.0312495 | Time: 10284.6 ms [2021-05-29 17:46:13 main:574] : INFO : Epoch 1930 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 11093.4 ms [2021-05-29 17:46:24 main:574] : INFO : Epoch 1931 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 11227.5 ms [2021-05-29 17:46:34 main:574] : INFO : Epoch 1932 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 10081.2 ms [2021-05-29 17:46:46 main:574] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 11270.1 ms [2021-05-29 17:46:57 main:574] : INFO : Epoch 1934 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 11637 ms [2021-05-29 17:47:08 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 10898.1 ms [2021-05-29 17:47:19 main:574] : INFO : Epoch 1936 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 10975.1 ms [2021-05-29 17:47:31 main:574] : INFO : Epoch 1937 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 11448.4 ms [2021-05-29 17:47:42 main:574] : INFO : Epoch 1938 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 10771.2 ms [2021-05-29 17:47:52 main:574] : INFO : Epoch 1939 | loss: 0.031249 | val_loss: 0.0312507 | Time: 10580.9 ms [2021-05-29 17:48:04 main:574] : INFO : Epoch 1940 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 11200.2 ms [2021-05-29 17:48:14 main:574] : INFO : Epoch 1941 | loss: 0.031249 | val_loss: 0.0312494 | Time: 10255.4 ms [2021-05-29 17:48:25 main:574] : INFO : Epoch 1942 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 11134.1 ms [2021-05-29 17:48:35 main:574] : INFO : Epoch 1943 | loss: 0.0312489 | val_loss: 0.031249 | Time: 9947.35 ms [2021-05-29 17:48:46 main:574] : INFO : Epoch 1944 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 11087.4 ms [2021-05-29 17:48:57 main:574] : INFO : Epoch 1945 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 10458.4 ms [2021-05-29 17:49:07 main:574] : INFO : Epoch 1946 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 10729.7 ms [2021-05-29 17:49:19 main:574] : INFO : Epoch 1947 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 11466.3 ms [2021-05-29 17:49:30 main:574] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 10361.1 ms [2021-05-29 17:49:41 main:574] : INFO : Epoch 1949 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 11080.7 ms [2021-05-29 17:49:52 main:574] : INFO : Epoch 1950 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 10899.2 ms [2021-05-29 17:50:03 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 10864.7 ms [2021-05-29 17:50:13 main:574] : INFO : Epoch 1952 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 10479.9 ms [2021-05-29 17:50:24 main:574] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312547 | Time: 10697.1 ms [2021-05-29 17:50:34 main:574] : INFO : Epoch 1954 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 10076.1 ms [2021-05-29 17:50:45 main:574] : INFO : Epoch 1955 | loss: 0.031249 | val_loss: 0.0312493 | Time: 11044 ms [2021-05-29 17:50:55 main:574] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.031253 | Time: 10069.4 ms [2021-05-29 17:51:06 main:574] : INFO : Epoch 1957 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 11130 ms [2021-05-29 17:51:17 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.031249 | Time: 10677.1 ms [2021-05-29 17:51:28 main:574] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 10772.7 ms [2021-05-29 17:51:38 main:574] : INFO : Epoch 1960 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 10334.8 ms [2021-05-29 17:51:49 main:574] : INFO : Epoch 1961 | loss: 0.0312491 | val_loss: 0.031249 | Time: 10844.5 ms [2021-05-29 17:52:00 main:574] : INFO : Epoch 1962 | loss: 0.031249 | val_loss: 0.0312488 | Time: 11017.5 ms [2021-05-29 17:52:11 main:574] : INFO : Epoch 1963 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 10533.5 ms [2021-05-29 17:52:22 main:574] : INFO : Epoch 1964 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 11036.4 ms [2021-05-29 17:52:32 main:574] : INFO : Epoch 1965 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 10441 ms [2021-05-29 17:52:43 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 10470.1 ms [2021-05-29 17:52:54 main:574] : INFO : Epoch 1967 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 11293.8 ms [2021-05-29 17:53:04 main:574] : INFO : Epoch 1968 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 10233.7 ms [2021-05-29 17:53:16 main:574] : INFO : Epoch 1969 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 11032.5 ms [2021-05-29 17:53:26 main:574] : INFO : Epoch 1970 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 10197.5 ms [2021-05-29 17:53:36 main:574] : INFO : Epoch 1971 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 10155.7 ms [2021-05-29 17:53:47 main:574] : INFO : Epoch 1972 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 10428.4 ms [2021-05-29 17:53:57 main:574] : INFO : Epoch 1973 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 10650.9 ms [2021-05-29 17:54:09 main:574] : INFO : Epoch 1974 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 11177.2 ms [2021-05-29 17:54:19 main:574] : INFO : Epoch 1975 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 10847.6 ms [2021-05-29 17:54:31 main:574] : INFO : Epoch 1976 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 11053.7 ms [2021-05-29 17:54:41 main:574] : INFO : Epoch 1977 | loss: 0.031249 | val_loss: 0.0312488 | Time: 10673.8 ms [2021-05-29 17:54:52 main:574] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 10428.1 ms [2021-05-29 17:55:03 main:574] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312489 | Time: 10959.3 ms [2021-05-29 17:55:13 main:574] : INFO : Epoch 1980 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 10548.7 ms [2021-05-29 17:55:24 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 10157.3 ms [2021-05-29 17:55:35 main:574] : INFO : Epoch 1982 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 11416.3 ms [2021-05-29 17:55:46 main:574] : INFO : Epoch 1983 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 10816.8 ms [2021-05-29 17:55:57 main:574] : INFO : Epoch 1984 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 11024.3 ms [2021-05-29 17:56:08 main:574] : INFO : Epoch 1985 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 11506.2 ms [2021-05-29 17:56:19 main:574] : INFO : Epoch 1986 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 10888.4 ms [2021-05-29 17:56:31 main:574] : INFO : Epoch 1987 | loss: 0.0312492 | val_loss: 0.031251 | Time: 11632.9 ms [2021-05-29 17:56:42 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 10399.7 ms [2021-05-29 17:56:52 main:574] : INFO : Epoch 1989 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 10946 ms [2021-05-29 17:57:04 main:574] : INFO : Epoch 1990 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 10857.9 ms [2021-05-29 17:57:14 main:574] : INFO : Epoch 1991 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 10919.3 ms [2021-05-29 17:57:26 main:574] : INFO : Epoch 1992 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 11074.5 ms [2021-05-29 17:57:37 main:574] : INFO : Epoch 1993 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 10890 ms [2021-05-29 17:57:48 main:574] : INFO : Epoch 1994 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 10957.6 ms [2021-05-29 17:57:58 main:574] : INFO : Epoch 1995 | loss: 0.031249 | val_loss: 0.031249 | Time: 10140.5 ms [2021-05-29 17:58:08 main:574] : INFO : Epoch 1996 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 10223 ms [2021-05-29 17:58:19 main:574] : INFO : Epoch 1997 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 10997.7 ms [2021-05-29 17:58:30 main:574] : INFO : Epoch 1998 | loss: 0.0312493 | val_loss: 0.031249 | Time: 11315.8 ms [2021-05-29 17:58:42 main:574] : INFO : Epoch 1999 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 11253.2 ms [2021-05-29 17:58:53 main:574] : INFO : Epoch 2000 | loss: 0.0312515 | val_loss: 0.0312494 | Time: 10925.4 ms [2021-05-29 17:59:03 main:574] : INFO : Epoch 2001 | loss: 0.03125 | val_loss: 0.0312495 | Time: 10507.9 ms [2021-05-29 17:59:14 main:574] : INFO : Epoch 2002 | loss: 0.0312491 | val_loss: 0.03125 | Time: 11165.3 ms [2021-05-29 17:59:24 main:574] : INFO : Epoch 2003 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 9954.4 ms [2021-05-29 17:59:35 main:574] : INFO : Epoch 2004 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 10629.7 ms [2021-05-29 17:59:46 main:574] : INFO : Epoch 2005 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 10878.1 ms [2021-05-29 17:59:57 main:574] : INFO : Epoch 2006 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 10999.7 ms [2021-05-29 18:00:08 main:574] : INFO : Epoch 2007 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 11027.7 ms [2021-05-29 18:00:19 main:574] : INFO : Epoch 2008 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 10935.4 ms [2021-05-29 18:00:29 main:574] : INFO : Epoch 2009 | loss: 0.031249 | val_loss: 0.0312491 | Time: 10098.6 ms [2021-05-29 18:00:40 main:574] : INFO : Epoch 2010 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 10826.7 ms [2021-05-29 18:00:52 main:574] : INFO : Epoch 2011 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 11421.3 ms [2021-05-29 18:01:03 main:574] : INFO : Epoch 2012 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 11617.4 ms [2021-05-29 18:01:14 main:574] : INFO : Epoch 2013 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 11081 ms [2021-05-29 18:01:26 main:574] : INFO : Epoch 2014 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 11254.6 ms [2021-05-29 18:01:37 main:574] : INFO : Epoch 2015 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 10655.5 ms [2021-05-29 18:01:47 main:574] : INFO : Epoch 2016 | loss: 0.0312493 | val_loss: 0.031249 | Time: 10295.8 ms [2021-05-29 18:01:58 main:574] : INFO : Epoch 2017 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 11320.2 ms [2021-05-29 18:02:09 main:574] : INFO : Epoch 2018 | loss: 0.031249 | val_loss: 0.0312491 | Time: 10868.1 ms [2021-05-29 18:02:19 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312489 | Time: 9997.56 ms [2021-05-29 18:02:31 main:574] : INFO : Epoch 2020 | loss: 0.031249 | val_loss: 0.031249 | Time: 11674 ms [2021-05-29 18:02:42 main:574] : INFO : Epoch 2021 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 10649.7 ms [2021-05-29 18:02:53 main:574] : INFO : Epoch 2022 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 11236.6 ms [2021-05-29 18:03:04 main:574] : INFO : Epoch 2023 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 11252.8 ms [2021-05-29 18:03:15 main:574] : INFO : Epoch 2024 | loss: 0.0312495 | val_loss: 0.031249 | Time: 10742 ms [2021-05-29 18:03:26 main:574] : INFO : Epoch 2025 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 10707.5 ms [2021-05-29 18:03:37 main:574] : INFO : Epoch 2026 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 11046.2 ms [2021-05-29 18:03:48 main:574] : INFO : Epoch 2027 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 10988.6 ms [2021-05-29 18:03:59 main:574] : INFO : Epoch 2028 | loss: 0.0312496 | val_loss: 0.03125 | Time: 10521.7 ms [2021-05-29 18:04:09 main:574] : INFO : Epoch 2029 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 10773.3 ms [2021-05-29 18:04:20 main:574] : INFO : Epoch 2030 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 10999.5 ms [2021-05-29 18:04:31 main:574] : INFO : Epoch 2031 | loss: 0.03125 | val_loss: 0.0312488 | Time: 10791.8 ms [2021-05-29 18:04:42 main:574] : INFO : Epoch 2032 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 10525.9 ms [2021-05-29 18:04:53 main:574] : INFO : Epoch 2033 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 11026.8 ms [2021-05-29 18:05:04 main:574] : INFO : Epoch 2034 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 10761.4 ms [2021-05-29 18:05:15 main:574] : INFO : Epoch 2035 | loss: 0.0312498 | val_loss: 0.031249 | Time: 10947.1 ms [2021-05-29 18:05:25 main:574] : INFO : Epoch 2036 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 10629.7 ms [2021-05-29 18:05:36 main:574] : INFO : Epoch 2037 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 10168.9 ms [2021-05-29 18:05:47 main:574] : INFO : Epoch 2038 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 10909.3 ms [2021-05-29 18:05:57 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312488 | Time: 10668.3 ms [2021-05-29 18:06:08 main:574] : INFO : Epoch 2040 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 10330.9 ms [2021-05-29 18:06:19 main:574] : INFO : Epoch 2041 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 10814.3 ms [2021-05-29 18:06:30 main:574] : INFO : Epoch 2042 | loss: 0.031249 | val_loss: 0.0312494 | Time: 11200.2 ms [2021-05-29 18:06:40 main:574] : INFO : Epoch 2043 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 10606.6 ms [2021-05-29 18:06:51 main:574] : INFO : Epoch 2044 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 10754.5 ms [2021-05-29 18:07:02 main:574] : INFO : Epoch 2045 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 10903.2 ms [2021-05-29 18:07:12 main:574] : INFO : Epoch 2046 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 10217.3 ms [2021-05-29 18:07:23 main:574] : INFO : Epoch 2047 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 10704.6 ms [2021-05-29 18:07:34 main:574] : INFO : Epoch 2048 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 10522 ms [2021-05-29 18:07:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312491 [2021-05-29 18:07:34 main:603] : INFO : Saving end state to config to file [2021-05-29 18:07:34 main:608] : INFO : Success, exiting.. 18:07:34 (50012): 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)