Task 13732205
| Name | ParityModified-1647047669-3502-1-0_0 |
| Workunit | 10820546 |
| Created | 25 Mar 2022, 1:12:15 UTC |
| Sent | 31 Mar 2022, 17:44:42 UTC |
| Report deadline | 8 Apr 2022, 17:44:42 UTC |
| Received | 2 Apr 2022, 15:53:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 7 min 38 sec |
| CPU time | 2 hours 58 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :32 main:574] : INFO : Epoch 1542 | loss: 0.0312492 | val_loss: 0.03125 | Time: 5287.96 ms [2022-03-31 21:11:37 main:574] : INFO : Epoch 1543 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 5334.71 ms [2022-03-31 21:11:42 main:574] : INFO : Epoch 1544 | loss: 0.031252 | val_loss: 0.0312524 | Time: 5273.01 ms [2022-03-31 21:11:48 main:574] : INFO : Epoch 1545 | loss: 0.0312565 | val_loss: 0.0312583 | Time: 5280.37 ms [2022-03-31 21:11:53 main:574] : INFO : Epoch 1546 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 5266.41 ms [2022-03-31 21:11:59 main:574] : INFO : Epoch 1547 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5333.5 ms [2022-03-31 21:12:04 main:574] : INFO : Epoch 1548 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 5277.78 ms [2022-03-31 21:12:09 main:574] : INFO : Epoch 1549 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 5287.15 ms [2022-03-31 21:12:15 main:574] : INFO : Epoch 1550 | loss: 0.0312493 | val_loss: 0.03125 | Time: 5236.61 ms [2022-03-31 21:12:20 main:574] : INFO : Epoch 1551 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 5283.12 ms [2022-03-31 21:12:26 main:574] : INFO : Epoch 1552 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5224.69 ms [2022-03-31 21:12:31 main:574] : INFO : Epoch 1553 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 5272.8 ms [2022-03-31 21:12:37 main:574] : INFO : Epoch 1554 | loss: 0.0312496 | val_loss: 0.0312529 | Time: 5285.83 ms [2022-03-31 21:12:43 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312537 | Time: 5278.11 ms [2022-03-31 21:12:49 main:574] : INFO : Epoch 1556 | loss: 0.0312516 | val_loss: 0.0312496 | Time: 5242.48 ms [2022-03-31 21:12:55 main:574] : INFO : Epoch 1557 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 5275.93 ms [2022-03-31 21:13:01 main:574] : INFO : Epoch 1558 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5270.76 ms [2022-03-31 21:13:06 main:574] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5310.09 ms [2022-03-31 21:13:11 main:574] : INFO : Epoch 1560 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 5315.45 ms [2022-03-31 21:13:17 main:574] : INFO : Epoch 1561 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 5259.98 ms [2022-03-31 21:13:23 main:574] : INFO : Epoch 1562 | loss: 0.0312509 | val_loss: 0.0312535 | Time: 5176.36 ms [2022-03-31 21:13:29 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5213.75 ms [2022-03-31 21:13:34 main:574] : INFO : Epoch 1564 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 5270.8 ms [2022-03-31 21:13:39 main:574] : INFO : Epoch 1565 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 5283.16 ms [2022-03-31 21:13:45 main:574] : INFO : Epoch 1566 | loss: 0.03125 | val_loss: 0.0312519 | Time: 5226.08 ms [2022-03-31 21:13:51 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5275.9 ms [2022-03-31 21:13:56 main:574] : INFO : Epoch 1568 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 5203.18 ms [2022-03-31 21:14:02 main:574] : INFO : Epoch 1569 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 5212.04 ms [2022-03-31 21:14:07 main:574] : INFO : Epoch 1570 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 5318.8 ms [2022-03-31 21:14:12 main:574] : INFO : Epoch 1571 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 5307.86 ms [2022-03-31 21:14:18 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 5199.83 ms [2022-03-31 21:14:23 main:574] : INFO : Epoch 1573 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 5288.19 ms [2022-03-31 21:14:29 main:574] : INFO : Epoch 1574 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 5221.14 ms [2022-03-31 21:14:35 main:574] : INFO : Epoch 1575 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 5272.38 ms [2022-03-31 21:14:40 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 5318.61 ms [2022-03-31 21:14:46 main:574] : INFO : Epoch 1577 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 5196.67 ms [2022-03-31 21:14:51 main:574] : INFO : Epoch 1578 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 5306.8 ms [2022-03-31 21:14:57 main:574] : INFO : Epoch 1579 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 5301.13 ms [2022-03-31 21:15:02 main:574] : INFO : Epoch 1580 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 5307.07 ms [2022-03-31 21:15:08 main:574] : INFO : Epoch 1581 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 5280.66 ms [2022-03-31 21:15:13 main:574] : INFO : Epoch 1582 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 5324.96 ms [2022-03-31 21:15:18 main:574] : INFO : Epoch 1583 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 5254.52 ms [2022-03-31 21:15:24 main:574] : INFO : Epoch 1584 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5305.76 ms [2022-03-31 21:15:29 main:574] : INFO : Epoch 1585 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5300.39 ms [2022-03-31 21:15:35 main:574] : INFO : Epoch 1586 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 5313.93 ms [2022-03-31 21:15:41 main:574] : INFO : Epoch 1587 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 5239.05 ms [2022-03-31 21:15:46 main:574] : INFO : Epoch 1588 | loss: 0.0312493 | val_loss: 0.0312535 | Time: 5320.63 ms [2022-03-31 21:15:51 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 5182.77 ms [2022-03-31 21:15:57 main:574] : INFO : Epoch 1590 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 5314.58 ms [2022-03-31 21:16:03 main:574] : INFO : Epoch 1591 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 5249.51 ms [2022-03-31 21:16:08 main:574] : INFO : Epoch 1592 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 5248.53 ms [2022-03-31 21:16:13 main:574] : INFO : Epoch 1593 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5331.21 ms [2022-03-31 21:16:18 main:574] : INFO : Epoch 1594 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5251.03 ms [2022-03-31 21:16:24 main:574] : INFO : Epoch 1595 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 5306.4 ms [2022-03-31 21:16:29 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 5234.7 ms [2022-03-31 21:16:34 main:574] : INFO : Epoch 1597 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 5283.2 ms [2022-03-31 21:16:40 main:574] : INFO : Epoch 1598 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5284.07 ms [2022-03-31 21:16:45 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 5291.94 ms [2022-03-31 21:16:51 main:574] : INFO : Epoch 1600 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5280.47 ms [2022-03-31 21:16:56 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.03125 | Time: 5283.4 ms [2022-03-31 21:17:02 main:574] : INFO : Epoch 1602 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 5236.47 ms [2022-03-31 21:17:07 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5265.9 ms [2022-03-31 21:17:13 main:574] : INFO : Epoch 1604 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 5334.98 ms [2022-03-31 21:17:18 main:574] : INFO : Epoch 1605 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 5302.29 ms [2022-03-31 21:17:24 main:574] : INFO : Epoch 1606 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 5345.77 ms [2022-03-31 21:17:29 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5234.45 ms [2022-03-31 21:17:34 main:574] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 5248.74 ms [2022-03-31 21:17:40 main:574] : INFO : Epoch 1609 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5270.92 ms [2022-03-31 21:17:46 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5309.28 ms [2022-03-31 21:17:51 main:574] : INFO : Epoch 1611 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5167.12 ms [2022-03-31 21:17:57 main:574] : INFO : Epoch 1612 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 5233.3 ms [2022-03-31 21:18:03 main:574] : INFO : Epoch 1613 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5407.91 ms [2022-03-31 21:18:09 main:574] : INFO : Epoch 1614 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5285.12 ms [2022-03-31 21:18:14 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 5285.94 ms [2022-03-31 21:18:20 main:574] : INFO : Epoch 1616 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 5309.58 ms [2022-03-31 21:18:26 main:574] : INFO : Epoch 1617 | loss: 0.031251 | val_loss: 0.0312508 | Time: 5264.96 ms [2022-03-31 21:18:32 main:574] : INFO : Epoch 1618 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 5250.95 ms [2022-03-31 21:18:38 main:574] : INFO : Epoch 1619 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 5331.11 ms [2022-03-31 21:18:43 main:574] : INFO : Epoch 1620 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 5254.2 ms [2022-03-31 21:18:49 main:574] : INFO : Epoch 1621 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 5274.84 ms [2022-03-31 21:18:54 main:574] : INFO : Epoch 1622 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 5385.47 ms [2022-03-31 21:19:00 main:574] : INFO : Epoch 1623 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 5325.22 ms [2022-03-31 21:19:06 main:574] : INFO : Epoch 1624 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 5280.92 ms [2022-03-31 21:19:11 main:574] : INFO : Epoch 1625 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 5258.85 ms [2022-03-31 21:19:17 main:574] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 5215.59 ms [2022-03-31 21:19:22 main:574] : INFO : Epoch 1627 | loss: 0.0312507 | val_loss: 0.0312533 | Time: 5316.21 ms [2022-03-31 21:19:28 main:574] : INFO : Epoch 1628 | loss: 0.0312532 | val_loss: 0.0312507 | Time: 5274.87 ms [2022-03-31 21:19:33 main:574] : INFO : Epoch 1629 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5224.61 ms [2022-03-31 21:19:39 main:574] : INFO : Epoch 1630 | loss: 0.03125 | val_loss: 0.0312496 | Time: 5217.8 ms [2022-03-31 21:19:44 main:574] : INFO : Epoch 1631 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 5263.28 ms [2022-03-31 21:19:50 main:574] : INFO : Epoch 1632 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 5384.87 ms [2022-03-31 21:19:55 main:574] : INFO : Epoch 1633 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 5252.39 ms [2022-03-31 21:20:01 main:574] : INFO : Epoch 1634 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 5284.7 ms [2022-03-31 21:20:06 main:574] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 5251.35 ms [2022-03-31 21:20:13 main:574] : INFO : Epoch 1636 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 5289.02 ms [2022-03-31 21:20:19 main:574] : INFO : Epoch 1637 | loss: 0.0312504 | val_loss: 0.031252 | Time: 5322.1 ms [2022-03-31 21:20:24 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5323.63 ms [2022-03-31 21:20:30 main:574] : INFO : Epoch 1639 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 5291.71 ms [2022-03-31 21:20:35 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 5308.2 ms [2022-03-31 21:20:40 main:574] : INFO : Epoch 1641 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5314.96 ms [2022-03-31 21:20:46 main:574] : INFO : Epoch 1642 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 5312.53 ms [2022-03-31 21:20:51 main:574] : INFO : Epoch 1643 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 5290.23 ms [2022-03-31 21:20:56 main:574] : INFO : Epoch 1644 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5289.58 ms [2022-03-31 21:21:02 main:574] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 5338.96 ms [2022-03-31 21:21:07 main:574] : INFO : Epoch 1646 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 5251.12 ms [2022-03-31 21:21:13 main:574] : INFO : Epoch 1647 | loss: 0.031249 | val_loss: 0.0312496 | Time: 5281.98 ms [2022-03-31 21:21:19 main:574] : INFO : Epoch 1648 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 5285.37 ms [2022-03-31 21:21:25 main:574] : INFO : Epoch 1649 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 5231.13 ms [2022-03-31 21:21:30 main:574] : INFO : Epoch 1650 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 5264.67 ms [2022-03-31 21:21:35 main:574] : INFO : Epoch 1651 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 5274.84 ms [2022-03-31 21:21:41 main:574] : INFO : Epoch 1652 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 5234.76 ms [2022-03-31 21:21:47 main:574] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.03125 | Time: 5290.29 ms [2022-03-31 21:21:52 main:574] : INFO : Epoch 1654 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 5253.91 ms [2022-03-31 21:21:57 main:574] : INFO : Epoch 1655 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 5265.59 ms [2022-03-31 21:22:03 main:574] : INFO : Epoch 1656 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 5237.62 ms [2022-03-31 21:22:08 main:574] : INFO : Epoch 1657 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 5246.73 ms [2022-03-31 21:22:13 main:574] : INFO : Epoch 1658 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 5292.21 ms [2022-03-31 21:22:19 main:574] : INFO : Epoch 1659 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 5299.91 ms [2022-03-31 21:22:24 main:574] : INFO : Epoch 1660 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5284.04 ms [2022-03-31 21:22:30 main:574] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5273.22 ms [2022-03-31 21:22:35 main:574] : INFO : Epoch 1662 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 5285.51 ms [2022-03-31 21:22:42 main:574] : INFO : Epoch 1663 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 5296.49 ms [2022-03-31 21:22:47 main:574] : INFO : Epoch 1664 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 5256.89 ms [2022-03-31 21:22:52 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5303.86 ms [2022-03-31 21:22:58 main:574] : INFO : Epoch 1666 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 5299.15 ms [2022-03-31 21:23:03 main:574] : INFO : Epoch 1667 | loss: 0.0312492 | val_loss: 0.03125 | Time: 5326.15 ms [2022-03-31 21:23:08 main:574] : INFO : Epoch 1668 | loss: 0.0312512 | val_loss: 0.0312527 | Time: 5300.09 ms [2022-03-31 21:23:14 main:574] : INFO : Epoch 1669 | loss: 0.0312557 | val_loss: 0.0312529 | Time: 5240.56 ms [2022-03-31 21:23:19 main:574] : INFO : Epoch 1670 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 5223.19 ms [2022-03-31 21:23:24 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5299.09 ms [2022-03-31 21:23:30 main:574] : INFO : Epoch 1672 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5250.89 ms [2022-03-31 21:23:35 main:574] : INFO : Epoch 1673 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 5228.01 ms [2022-03-31 21:23:41 main:574] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5262.85 ms [2022-03-31 21:23:46 main:574] : INFO : Epoch 1675 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 5247.51 ms [2022-03-31 21:23:51 main:574] : INFO : Epoch 1676 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5305.2 ms [2022-03-31 21:23:56 main:574] : INFO : Epoch 1677 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 5308.82 ms [2022-03-31 21:24:02 main:574] : INFO : Epoch 1678 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 5279.84 ms [2022-03-31 21:24:07 main:574] : INFO : Epoch 1679 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 5252.42 ms [2022-03-31 21:24:13 main:574] : INFO : Epoch 1680 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 5312.67 ms [2022-03-31 21:24:18 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 5243.9 ms [2022-03-31 21:24:23 main:574] : INFO : Epoch 1682 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 5242.91 ms [2022-03-31 21:24:29 main:574] : INFO : Epoch 1683 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 5265.16 ms [2022-03-31 21:24:34 main:574] : INFO : Epoch 1684 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 5322.74 ms [2022-03-31 21:24:40 main:574] : INFO : Epoch 1685 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 5216.35 ms [2022-03-31 21:24:45 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312494 | Time: 5278.99 ms [2022-03-31 21:24:51 main:574] : INFO : Epoch 1687 | loss: 0.031251 | val_loss: 0.0312499 | Time: 5239.5 ms [2022-03-31 21:24:56 main:574] : INFO : Epoch 1688 | loss: 0.0312514 | val_loss: 0.0312534 | Time: 5272.76 ms [2022-03-31 21:25:02 main:574] : INFO : Epoch 1689 | loss: 0.031251 | val_loss: 0.0312499 | Time: 5215.66 ms [2022-03-31 21:25:07 main:574] : INFO : Epoch 1690 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 5230.11 ms [2022-03-31 21:25:13 main:574] : INFO : Epoch 1691 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 5251.34 ms [2022-03-31 21:25:19 main:574] : INFO : Epoch 1692 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 5320.89 ms [2022-03-31 21:25:24 main:574] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5230.75 ms [2022-03-31 21:25:30 main:574] : INFO : Epoch 1694 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 5308.68 ms [2022-03-31 21:25:36 main:574] : INFO : Epoch 1695 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 5328 ms [2022-03-31 21:25:41 main:574] : INFO : Epoch 1696 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 5279.13 ms [2022-03-31 21:25:46 main:574] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312499 | Time: 5275.25 ms [2022-03-31 21:25:52 main:574] : INFO : Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 5279.25 ms [2022-03-31 21:25:57 main:574] : INFO : Epoch 1699 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 5289.31 ms [2022-03-31 21:26:03 main:574] : INFO : Epoch 1700 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 5279.15 ms [2022-03-31 21:26:08 main:574] : INFO : Epoch 1701 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 5323.11 ms [2022-03-31 21:26:13 main:574] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 5296.57 ms [2022-03-31 21:26:19 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 5258.26 ms [2022-03-31 21:26:24 main:574] : INFO : Epoch 1704 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5258.28 ms [2022-03-31 21:26:29 main:574] : INFO : Epoch 1705 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 5283.44 ms [2022-03-31 21:26:35 main:574] : INFO : Epoch 1706 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 5278.74 ms [2022-03-31 21:26:40 main:574] : INFO : Epoch 1707 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 5295.48 ms [2022-03-31 21:26:45 main:574] : INFO : Epoch 1708 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5278.09 ms [2022-03-31 21:26:51 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 5213.67 ms [2022-03-31 21:26:57 main:574] : INFO : Epoch 1710 | loss: 0.0312503 | val_loss: 0.03125 | Time: 5215.72 ms [2022-03-31 21:27:03 main:574] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 5302.37 ms [2022-03-31 21:27:08 main:574] : INFO : Epoch 1712 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 5239.34 ms [2022-03-31 21:27:14 main:574] : INFO : Epoch 1713 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5329.12 ms [2022-03-31 21:27:19 main:574] : INFO : Epoch 1714 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 5271.11 ms [2022-03-31 21:27:25 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 5313.72 ms [2022-03-31 21:27:30 main:574] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 5285.85 ms [2022-03-31 21:27:36 main:574] : INFO : Epoch 1717 | loss: 0.0312498 | val_loss: 0.0312527 | Time: 5262.5 ms [2022-03-31 21:27:41 main:574] : INFO : Epoch 1718 | loss: 0.0349482 | val_loss: 0.032253 | Time: 5255.8 ms [2022-03-31 21:27:47 main:574] : INFO : Epoch 1719 | loss: 0.0782261 | val_loss: 0.0481693 | Time: 5273.41 ms [2022-03-31 21:27:52 main:574] : INFO : Epoch 1720 | loss: 0.0376167 | val_loss: 0.0322754 | Time: 5282.31 ms [2022-03-31 21:27:57 main:574] : INFO : Epoch 1721 | loss: 0.0320875 | val_loss: 0.03158 | Time: 5240.9 ms [2022-03-31 21:28:03 main:574] : INFO : Epoch 1722 | loss: 0.0314031 | val_loss: 0.0313292 | Time: 5239.85 ms [2022-03-31 21:28:08 main:574] : INFO : Epoch 1723 | loss: 0.0313112 | val_loss: 0.0312942 | Time: 5258.39 ms [2022-03-31 21:28:13 main:574] : INFO : Epoch 1724 | loss: 0.0312862 | val_loss: 0.0312783 | Time: 5215.69 ms [2022-03-31 21:28:19 main:574] : INFO : Epoch 1725 | loss: 0.0312758 | val_loss: 0.0312728 | Time: 5278.84 ms [2022-03-31 21:28:24 main:574] : INFO : Epoch 1726 | loss: 0.0312716 | val_loss: 0.0312701 | Time: 5263.15 ms [2022-03-31 21:28:29 main:574] : INFO : Epoch 1727 | loss: 0.0312692 | val_loss: 0.031268 | Time: 5297.54 ms [2022-03-31 21:28:34 main:574] : INFO : Epoch 1728 | loss: 0.0312676 | val_loss: 0.031267 | Time: 5236.52 ms [2022-03-31 21:28:40 main:574] : INFO : Epoch 1729 | loss: 0.0312659 | val_loss: 0.0312651 | Time: 5319.24 ms [2022-03-31 21:28:46 main:574] : INFO : Epoch 1730 | loss: 0.0312648 | val_loss: 0.031264 | Time: 5281.21 ms [2022-03-31 21:28:52 main:574] : INFO : Epoch 1731 | loss: 0.0312637 | val_loss: 0.0312633 | Time: 5362.65 ms [2022-03-31 21:28:57 main:574] : INFO : Epoch 1732 | loss: 0.0312631 | val_loss: 0.0312621 | Time: 5293.72 ms [2022-03-31 21:29:03 main:574] : INFO : Epoch 1733 | loss: 0.0312625 | val_loss: 0.0312624 | Time: 5302.48 ms [2022-03-31 21:29:08 main:574] : INFO : Epoch 1734 | loss: 0.0312619 | val_loss: 0.0312607 | Time: 5311.3 ms [2022-03-31 21:29:14 main:574] : INFO : Epoch 1735 | loss: 0.031261 | val_loss: 0.0312603 | Time: 5320.04 ms [2022-03-31 21:29:19 main:574] : INFO : Epoch 1736 | loss: 0.0312607 | val_loss: 0.0312596 | Time: 5245.26 ms [2022-03-31 21:29:25 main:574] : INFO : Epoch 1737 | loss: 0.0312595 | val_loss: 0.0312597 | Time: 5253.51 ms [2022-03-31 21:29:30 main:574] : INFO : Epoch 1738 | loss: 0.0312592 | val_loss: 0.0312585 | Time: 5341.8 ms [2022-03-31 21:29:36 main:574] : INFO : Epoch 1739 | loss: 0.0312587 | val_loss: 0.0312581 | Time: 5287.22 ms [2022-03-31 21:29:41 main:574] : INFO : Epoch 1740 | loss: 0.0312582 | val_loss: 0.0312578 | Time: 5330.29 ms [2022-03-31 21:29:47 main:574] : INFO : Epoch 1741 | loss: 0.0312586 | val_loss: 0.0312573 | Time: 5275.52 ms [2022-03-31 21:29:53 main:574] : INFO : Epoch 1742 | loss: 0.0312579 | val_loss: 0.0312576 | Time: 5325.9 ms [2022-03-31 21:29:58 main:574] : INFO : Epoch 1743 | loss: 0.0312576 | val_loss: 0.0312568 | Time: 5305.79 ms [2022-03-31 21:30:03 main:574] : INFO : Epoch 1744 | loss: 0.0312567 | val_loss: 0.0312563 | Time: 5273.49 ms [2022-03-31 21:30:09 main:574] : INFO : Epoch 1745 | loss: 0.0312564 | val_loss: 0.0312562 | Time: 5273.08 ms [2022-03-31 21:30:14 main:574] : INFO : Epoch 1746 | loss: 0.0312561 | val_loss: 0.0312557 | Time: 5278.45 ms [2022-03-31 21:30:21 main:574] : INFO : Epoch 1747 | loss: 0.0312561 | val_loss: 0.0312558 | Time: 5342.92 ms [2022-03-31 21:30:26 main:574] : INFO : Epoch 1748 | loss: 0.0312562 | val_loss: 0.031256 | Time: 5293.92 ms [2022-03-31 21:30:32 main:574] : INFO : Epoch 1749 | loss: 0.0312554 | val_loss: 0.0312549 | Time: 5267.53 ms [2022-03-31 21:30:37 main:574] : INFO : Epoch 1750 | loss: 0.0312554 | val_loss: 0.031255 | Time: 5220.99 ms [2022-03-31 21:30:43 main:574] : INFO : Epoch 1751 | loss: 0.0312553 | val_loss: 0.0312543 | Time: 5276.25 ms [2022-03-31 21:30:48 main:574] : INFO : Epoch 1752 | loss: 0.031255 | val_loss: 0.0312553 | Time: 5293.75 ms [2022-03-31 21:30:54 main:574] : INFO : Epoch 1753 | loss: 0.0312549 | val_loss: 0.0312544 | Time: 5286.61 ms [2022-03-31 21:30:59 main:574] : INFO : Epoch 1754 | loss: 0.0312543 | val_loss: 0.0312538 | Time: 5275.54 ms [2022-03-31 21:31:05 main:574] : INFO : Epoch 1755 | loss: 0.0312549 | val_loss: 0.0312551 | Time: 5213.76 ms [2022-03-31 21:31:10 main:574] : INFO : Epoch 1756 | loss: 0.0312548 | val_loss: 0.0312543 | Time: 5267.63 ms [2022-03-31 21:31:16 main:574] : INFO : Epoch 1757 | loss: 0.0312543 | val_loss: 0.0312541 | Time: 5219.23 ms [2022-03-31 21:31:21 main:574] : INFO : Epoch 1758 | loss: 0.0312536 | val_loss: 0.0312535 | Time: 5292.04 ms [2022-03-31 21:31:27 main:574] : INFO : Epoch 1759 | loss: 0.0312537 | val_loss: 0.0312535 | Time: 5250.64 ms [2022-03-31 21:31:33 main:574] : INFO : Epoch 1760 | loss: 0.0312542 | val_loss: 0.031254 | Time: 5262.85 ms [2022-03-31 21:31:39 main:574] : INFO : Epoch 1761 | loss: 0.0312534 | val_loss: 0.0312531 | Time: 5291.05 ms [2022-03-31 21:31:45 main:574] : INFO : Epoch 1762 | loss: 0.031253 | val_loss: 0.0312529 | Time: 5317.96 ms [2022-03-31 21:31:50 main:574] : INFO : Epoch 1763 | loss: 0.0312529 | val_loss: 0.0312533 | Time: 5256.73 ms [2022-03-31 21:31:55 main:574] : INFO : Epoch 1764 | loss: 0.031253 | val_loss: 0.0312524 | Time: 5274.56 ms [2022-03-31 21:32:01 main:574] : INFO : Epoch 1765 | loss: 0.031253 | val_loss: 0.0312527 | Time: 5330.65 ms [2022-03-31 21:32:06 main:574] : INFO : Epoch 1766 | loss: 0.0312529 | val_loss: 0.0312533 | Time: 5300.27 ms [2022-03-31 21:32:12 main:574] : INFO : Epoch 1767 | loss: 0.0312527 | val_loss: 0.0312529 | Time: 5296.57 ms [2022-03-31 21:32:17 main:574] : INFO : Epoch 1768 | loss: 0.0312531 | val_loss: 0.0312526 | Time: 5261.93 ms [2022-03-31 21:32:23 main:574] : INFO : Epoch 1769 | loss: 0.0312528 | val_loss: 0.0312524 | Time: 5243.63 ms [2022-03-31 21:32:28 main:574] : INFO : Epoch 1770 | loss: 0.0312525 | val_loss: 0.031252 | Time: 5223.63 ms [2022-03-31 21:32:34 main:574] : INFO : Epoch 1771 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 5247.82 ms [2022-03-31 21:32:40 main:574] : INFO : Epoch 1772 | loss: 0.0312523 | val_loss: 0.0312522 | Time: 5296.99 ms [2022-03-31 21:32:46 main:574] : INFO : Epoch 1773 | loss: 0.0312521 | val_loss: 0.0312518 | Time: 5209.6 ms [2022-03-31 21:32:51 main:574] : INFO : Epoch 1774 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 5234.72 ms [2022-03-31 21:32:57 main:574] : INFO : Epoch 1775 | loss: 0.031252 | val_loss: 0.0312523 | Time: 5287.97 ms [2022-03-31 21:33:03 main:574] : INFO : Epoch 1776 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 5235.16 ms [2022-03-31 21:33:09 main:574] : INFO : Epoch 1777 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 5290.63 ms [2022-03-31 21:33:15 main:574] : INFO : Epoch 1778 | loss: 0.031252 | val_loss: 0.0312514 | Time: 5343.73 ms [2022-03-31 21:33:20 main:574] : INFO : Epoch 1779 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 5258.47 ms [2022-03-31 21:33:25 main:574] : INFO : Epoch 1780 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 5249.06 ms [2022-03-31 21:33:30 main:574] : INFO : Epoch 1781 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 5230.21 ms [2022-03-31 21:33:37 main:574] : INFO : Epoch 1782 | loss: 0.0312517 | val_loss: 0.0312523 | Time: 5286.63 ms [2022-03-31 21:33:42 main:574] : INFO : Epoch 1783 | loss: 0.031252 | val_loss: 0.0312525 | Time: 5213.3 ms [2022-03-31 21:33:47 main:574] : INFO : Epoch 1784 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 5279.37 ms [2022-03-31 21:33:52 main:574] : INFO : Epoch 1785 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 5265.46 ms [2022-03-31 21:33:58 main:574] : INFO : Epoch 1786 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 5312.15 ms [2022-03-31 21:34:03 main:574] : INFO : Epoch 1787 | loss: 0.0312518 | val_loss: 0.031252 | Time: 5281.7 ms [2022-03-31 21:34:09 main:574] : INFO : Epoch 1788 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 5251.34 ms [2022-03-31 21:34:14 main:574] : INFO : Epoch 1789 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 5263.3 ms [2022-03-31 21:34:19 main:574] : INFO : Epoch 1790 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 5307.95 ms [2022-03-31 21:34:25 main:574] : INFO : Epoch 1791 | loss: 0.0312519 | val_loss: 0.0312526 | Time: 5325.75 ms [2022-03-31 21:34:30 main:574] : INFO : Epoch 1792 | loss: 0.031252 | val_loss: 0.0312512 | Time: 5250.88 ms [2022-03-31 21:34:36 main:574] : INFO : Epoch 1793 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 5250.21 ms [2022-03-31 21:34:41 main:574] : INFO : Epoch 1794 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 5277.76 ms [2022-03-31 21:34:47 main:574] : INFO : Epoch 1795 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 5253.12 ms [2022-03-31 21:34:52 main:574] : INFO : Epoch 1796 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 5435.1 ms [2022-03-31 21:34:59 main:574] : INFO : Epoch 1797 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 5324.8 ms [2022-03-31 21:35:04 main:574] : INFO : Epoch 1798 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 5258.42 ms [2022-03-31 21:35:10 main:574] : INFO : Epoch 1799 | loss: 0.031251 | val_loss: 0.0312507 | Time: 5287.93 ms [2022-03-31 21:35:15 main:574] : INFO : Epoch 1800 | loss: 0.031251 | val_loss: 0.0312506 | Time: 5302.29 ms [2022-03-31 21:35:21 main:574] : INFO : Epoch 1801 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 5355.52 ms [2022-03-31 21:35:26 main:574] : INFO : Epoch 1802 | loss: 0.031251 | val_loss: 0.0312509 | Time: 5219.99 ms [2022-03-31 21:35:31 main:574] : INFO : Epoch 1803 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5379.08 ms [2022-03-31 21:35:37 main:574] : INFO : Epoch 1804 | loss: 0.031251 | val_loss: 0.0312509 | Time: 5255.54 ms [2022-03-31 21:35:42 main:574] : INFO : Epoch 1805 | loss: 0.031251 | val_loss: 0.0312506 | Time: 5282.58 ms [2022-03-31 21:35:48 main:574] : INFO : Epoch 1806 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 5288.16 ms [2022-03-31 21:35:53 main:574] : INFO : Epoch 1807 | loss: 0.031251 | val_loss: 0.0312508 | Time: 5260.6 ms [2022-03-31 21:35:59 main:574] : INFO : Epoch 1808 | loss: 0.0312508 | val_loss: 0.031251 | Time: 5271.71 ms [2022-03-31 21:36:04 main:574] : INFO : Epoch 1809 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5292.11 ms [2022-03-31 21:36:10 main:574] : INFO : Epoch 1810 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5251.33 ms [2022-03-31 21:36:16 main:574] : INFO : Epoch 1811 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 5293.45 ms [2022-03-31 21:36:21 main:574] : INFO : Epoch 1812 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5313.22 ms [2022-03-31 21:36:27 main:574] : INFO : Epoch 1813 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5210.12 ms [2022-03-31 21:36:32 main:574] : INFO : Epoch 1814 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 5199.18 ms [2022-03-31 21:36:38 main:574] : INFO : Epoch 1815 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5227.3 ms [2022-03-31 21:36:43 main:574] : INFO : Epoch 1816 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 5329.92 ms [2022-03-31 21:36:48 main:574] : INFO : Epoch 1817 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 5264.98 ms [2022-03-31 21:36:54 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5234.81 ms [2022-03-31 21:36:59 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5264.34 ms [2022-03-31 21:37:04 main:574] : INFO : Epoch 1820 | loss: 0.0312514 | val_loss: 0.031251 | Time: 5278.81 ms [2022-03-31 21:37:10 main:574] : INFO : Epoch 1821 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5257.11 ms [2022-03-31 21:37:15 main:574] : INFO : Epoch 1822 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 5251.8 ms [2022-03-31 21:37:20 main:574] : INFO : Epoch 1823 | loss: 0.031251 | val_loss: 0.0312539 | Time: 5242.33 ms [2022-03-31 21:37:26 main:574] : INFO : Epoch 1824 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 5221.63 ms [2022-03-31 21:37:31 main:574] : INFO : Epoch 1825 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 5332.94 ms [2022-03-31 21:37:37 main:574] : INFO : Epoch 1826 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 5212.71 ms [2022-03-31 21:37:42 main:574] : INFO : Epoch 1827 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 5258.47 ms [2022-03-31 21:37:47 main:574] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5255.75 ms [2022-03-31 21:37:53 main:574] : INFO : Epoch 1829 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5220.86 ms [2022-03-31 21:37:58 main:574] : INFO : Epoch 1830 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5203.5 ms [2022-03-31 21:38:04 main:574] : INFO : Epoch 1831 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 5295.61 ms [2022-03-31 21:38:10 main:574] : INFO : Epoch 1832 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5264.24 ms [2022-03-31 21:38:16 main:574] : INFO : Epoch 1833 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 5295.93 ms [2022-03-31 21:38:21 main:574] : INFO : Epoch 1834 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 5252.39 ms [2022-03-31 21:38:26 main:574] : INFO : Epoch 1835 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5203.13 ms [2022-03-31 21:38:32 main:574] : INFO : Epoch 1836 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 5236.81 ms [2022-03-31 21:38:37 main:574] : INFO : Epoch 1837 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5224.56 ms [2022-03-31 21:38:43 main:574] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5250.27 ms [2022-03-31 21:38:48 main:574] : INFO : Epoch 1839 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 5289.53 ms [2022-03-31 21:38:54 main:574] : INFO : Epoch 1840 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 5267.32 ms [2022-03-31 21:38:59 main:574] : INFO : Epoch 1841 | loss: 0.031251 | val_loss: 0.0312508 | Time: 5334.91 ms [2022-03-31 21:39:04 main:574] : INFO : Epoch 1842 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 5263.73 ms [2022-03-31 21:39:10 main:574] : INFO : Epoch 1843 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5238.64 ms [2022-03-31 21:39:15 main:574] : INFO : Epoch 1844 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 5276.09 ms [2022-03-31 21:39:20 main:574] : INFO : Epoch 1845 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5271.62 ms [2022-03-31 21:39:26 main:574] : INFO : Epoch 1846 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5291.53 ms [2022-03-31 21:39:31 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5383 ms [2022-03-31 21:39:36 main:574] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 5243.96 ms [2022-03-31 21:39:42 main:574] : INFO : Epoch 1849 | loss: 0.031252 | val_loss: 0.0312515 | Time: 5276.54 ms [2022-03-31 21:39:48 main:574] : INFO : Epoch 1850 | loss: 0.0312508 | val_loss: 0.03125 | Time: 5287.05 ms [2022-03-31 21:39:53 main:574] : INFO : Epoch 1851 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 5262.87 ms [2022-03-31 21:39:59 main:574] : INFO : Epoch 1852 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 5302.95 ms [2022-03-31 21:40:04 main:574] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5291.35 ms [2022-03-31 21:40:09 main:574] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5314.74 ms [2022-03-31 21:40:15 main:574] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5277.32 ms [2022-03-31 21:40:20 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 5285.19 ms [2022-03-31 21:40:26 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5203.29 ms [2022-03-31 21:40:31 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 5359.34 ms [2022-03-31 21:40:37 main:574] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 5268.82 ms [2022-03-31 21:40:43 main:574] : INFO : Epoch 1860 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 5324.18 ms [2022-03-31 21:40:48 main:574] : INFO : Epoch 1861 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 5241.33 ms [2022-03-31 21:40:53 main:574] : INFO : Epoch 1862 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 5275.92 ms [2022-03-31 21:40:59 main:574] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5278.81 ms [2022-03-31 21:41:05 main:574] : INFO : Epoch 1864 | loss: 0.0312521 | val_loss: 0.0312549 | Time: 5290.96 ms [2022-03-31 21:41:11 main:574] : INFO : Epoch 1865 | loss: 0.0312518 | val_loss: 0.0312529 | Time: 5264.7 ms [2022-03-31 21:41:16 main:574] : INFO : Epoch 1866 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 5251.74 ms [2022-03-31 21:41:22 main:574] : INFO : Epoch 1867 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 5253.74 ms [2022-03-31 21:41:27 main:574] : INFO : Epoch 1868 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 5313.29 ms [2022-03-31 21:41:32 main:574] : INFO : Epoch 1869 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 5288.82 ms [2022-03-31 21:41:38 main:574] : INFO : Epoch 1870 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5271.63 ms [2022-03-31 21:41:43 main:574] : INFO : Epoch 1871 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 5335.27 ms [2022-03-31 21:41:49 main:574] : INFO : Epoch 1872 | loss: 0.0312523 | val_loss: 0.0312504 | Time: 5248.52 ms [2022-03-31 21:41:54 main:574] : INFO : Epoch 1873 | loss: 0.0312503 | val_loss: 0.03125 | Time: 5320.41 ms [2022-03-31 21:42:00 main:574] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 5305.02 ms [2022-03-31 21:42:05 main:574] : INFO : Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 5274.49 ms [2022-03-31 21:42:10 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5293.41 ms [2022-03-31 21:42:16 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.03125 | Time: 5258.29 ms [2022-03-31 21:42:21 main:574] : INFO : Epoch 1878 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 5267.42 ms [2022-03-31 21:42:26 main:574] : INFO : Epoch 1879 | loss: 0.0312525 | val_loss: 0.0312507 | Time: 5301.07 ms [2022-03-31 21:42:32 main:574] : INFO : Epoch 1880 | loss: 0.0312534 | val_loss: 0.0312523 | Time: 5194.22 ms [2022-03-31 21:42:38 main:574] : INFO : Epoch 1881 | loss: 0.0312535 | val_loss: 0.0312519 | Time: 5192.23 ms [2022-03-31 21:42:43 main:574] : INFO : Epoch 1882 | loss: 0.0312522 | val_loss: 0.0312502 | Time: 5210.86 ms [2022-03-31 21:42:49 main:574] : INFO : Epoch 1883 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 5268.51 ms [2022-03-31 21:42:54 main:574] : INFO : Epoch 1884 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 5265.25 ms [2022-03-31 21:42:59 main:574] : INFO : Epoch 1885 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5302.56 ms [2022-03-31 21:43:05 main:574] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5295.2 ms [2022-03-31 21:43:10 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 5256.98 ms [2022-03-31 21:43:16 main:574] : INFO : Epoch 1888 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5243.81 ms [2022-03-31 21:43:21 main:574] : INFO : Epoch 1889 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 5309.23 ms [2022-03-31 21:43:26 main:574] : INFO : Epoch 1890 | loss: 0.031251 | val_loss: 0.0312507 | Time: 5281.72 ms [2022-03-31 21:43:32 main:574] : INFO : Epoch 1891 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 5394.38 ms [2022-03-31 21:43:37 main:574] : INFO : Epoch 1892 | loss: 0.0312525 | val_loss: 0.0312548 | Time: 5239.05 ms [2022-03-31 21:43:42 main:574] : INFO : Epoch 1893 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 5253.65 ms [2022-03-31 21:43:48 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5322.18 ms [2022-03-31 21:43:53 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 5275.97 ms [2022-03-31 21:43:59 main:574] : INFO : Epoch 1896 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 5296.6 ms [2022-03-31 21:44:04 main:574] : INFO : Epoch 1897 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 5347.05 ms [2022-03-31 21:44:10 main:574] : INFO : Epoch 1898 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 5268.18 ms [2022-03-31 21:44:16 main:574] : INFO : Epoch 1899 | loss: 0.0312515 | val_loss: 0.0312529 | Time: 5245.7 ms [2022-03-31 21:44:21 main:574] : INFO : Epoch 1900 | loss: 0.0312526 | val_loss: 0.0312534 | Time: 5261.94 ms [2022-03-31 21:44:26 main:574] : INFO : Epoch 1901 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 5322.46 ms [2022-03-31 21:44:32 main:574] : INFO : Epoch 1902 | loss: 0.0312518 | val_loss: 0.0312501 | Time: 5342.1 ms [2022-03-31 21:44:37 main:574] : INFO : Epoch 1903 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5264.92 ms [2022-03-31 21:44:42 main:574] : INFO : Epoch 1904 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5275.49 ms [2022-03-31 21:44:48 main:574] : INFO : Epoch 1905 | loss: 0.031251 | val_loss: 0.0312502 | Time: 5267.73 ms [2022-03-31 21:44:53 main:574] : INFO : Epoch 1906 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5303.58 ms [2022-03-31 21:44:59 main:574] : INFO : Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 5201.79 ms [2022-03-31 21:45:05 main:574] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 5337.4 ms [2022-03-31 21:45:10 main:574] : INFO : Epoch 1909 | loss: 0.031251 | val_loss: 0.0312518 | Time: 5309.93 ms [2022-03-31 21:45:15 main:574] : INFO : Epoch 1910 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 5214.67 ms [2022-03-31 21:45:22 main:574] : INFO : Epoch 1911 | loss: 0.0312521 | val_loss: 0.0312522 | Time: 5243.28 ms [2022-03-31 21:45:27 main:574] : INFO : Epoch 1912 | loss: 0.0312507 | val_loss: 0.0312543 | Time: 5224.47 ms [2022-03-31 21:45:32 main:574] : INFO : Epoch 1913 | loss: 0.0312531 | val_loss: 0.0312501 | Time: 5308.17 ms [2022-03-31 21:45:38 main:574] : INFO : Epoch 1914 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 5261.71 ms [2022-03-31 21:45:43 main:574] : INFO : Epoch 1915 | loss: 0.0312505 | val_loss: 0.0312568 | Time: 5352.18 ms [2022-03-31 21:45:48 main:574] : INFO : Epoch 1916 | loss: 0.031251 | val_loss: 0.0312498 | Time: 5290.24 ms [2022-03-31 21:45:54 main:574] : INFO : Epoch 1917 | loss: 0.031252 | val_loss: 0.0312526 | Time: 5259.36 ms [2022-03-31 21:45:59 main:574] : INFO : Epoch 1918 | loss: 0.031252 | val_loss: 0.0312501 | Time: 5231.07 ms [2022-03-31 21:46:05 main:574] : INFO : Epoch 1919 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 5247.33 ms [2022-03-31 21:46:10 main:574] : INFO : Epoch 1920 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 5221.8 ms [2022-03-31 21:46:15 main:574] : INFO : Epoch 1921 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 5291.45 ms [2022-03-31 21:46:21 main:574] : INFO : Epoch 1922 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 5286.96 ms [2022-03-31 21:46:26 main:574] : INFO : Epoch 1923 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 5213.37 ms [2022-03-31 21:46:32 main:574] : INFO : Epoch 1924 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 5278.09 ms [2022-03-31 21:46:37 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.031253 | Time: 5286.74 ms [2022-03-31 21:46:42 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 5223.59 ms [2022-03-31 21:46:47 main:574] : INFO : Epoch 1927 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 5264.37 ms [2022-03-31 21:46:53 main:574] : INFO : Epoch 1928 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5262.75 ms [2022-03-31 21:46:58 main:574] : INFO : Epoch 1929 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 5262.32 ms [2022-03-31 21:47:04 main:574] : INFO : Epoch 1930 | loss: 0.031251 | val_loss: 0.0312501 | Time: 5313.03 ms [2022-03-31 21:47:09 main:574] : INFO : Epoch 1931 | loss: 0.0312516 | val_loss: 0.0312534 | Time: 5208.12 ms [2022-03-31 21:47:14 main:574] : INFO : Epoch 1932 | loss: 0.031251 | val_loss: 0.0312498 | Time: 5311.41 ms [2022-03-31 21:47:20 main:574] : INFO : Epoch 1933 | loss: 0.0312515 | val_loss: 0.0312627 | Time: 5286.23 ms [2022-03-31 21:47:25 main:574] : INFO : Epoch 1934 | loss: 0.0312526 | val_loss: 0.0312518 | Time: 5243.15 ms [2022-03-31 21:47:30 main:574] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 5276.27 ms [2022-03-31 21:47:36 main:574] : INFO : Epoch 1936 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 5259.96 ms [2022-03-31 21:47:41 main:574] : INFO : Epoch 1937 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 5256.45 ms [2022-03-31 21:47:46 main:574] : INFO : Epoch 1938 | loss: 0.0312516 | val_loss: 0.0312499 | Time: 5312.85 ms [2022-03-31 21:47:52 main:574] : INFO : Epoch 1939 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5254.26 ms [2022-03-31 21:47:58 main:574] : INFO : Epoch 1940 | loss: 0.0312515 | val_loss: 0.0312545 | Time: 5263.82 ms [2022-03-31 21:48:03 main:574] : INFO : Epoch 1941 | loss: 0.0312523 | val_loss: 0.0312521 | Time: 5288.82 ms [2022-03-31 21:48:08 main:574] : INFO : Epoch 1942 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 5327.37 ms [2022-03-31 21:48:14 main:574] : INFO : Epoch 1943 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 5324.17 ms [2022-03-31 21:48:21 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 5314.48 ms [2022-03-31 21:48:27 main:574] : INFO : Epoch 1945 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5286.3 ms [2022-03-31 21:48:33 main:574] : INFO : Epoch 1946 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 5275.66 ms [2022-03-31 21:48:38 main:574] : INFO : Epoch 1947 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 5181.77 ms [2022-03-31 21:48:44 main:574] : INFO : Epoch 1948 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 5213.85 ms [2022-03-31 21:48:49 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5353.7 ms [2022-03-31 21:48:55 main:574] : INFO : Epoch 1950 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 5270.95 ms [2022-03-31 21:49:00 main:574] : INFO : Epoch 1951 | loss: 0.0312523 | val_loss: 0.031253 | Time: 5269.43 ms [2022-03-31 21:49:06 main:574] : INFO : Epoch 1952 | loss: 0.0312538 | val_loss: 0.0312527 | Time: 5301 ms [2022-03-31 21:49:12 main:574] : INFO : Epoch 1953 | loss: 0.031254 | val_loss: 0.0312534 | Time: 5361.73 ms [2022-03-31 21:49:17 main:574] : INFO : Epoch 1954 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 5222.04 ms [2022-03-31 21:49:22 main:574] : INFO : Epoch 1955 | loss: 0.03125 | val_loss: 0.0312509 | Time: 5287.66 ms [2022-03-31 21:49:28 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5262.49 ms [2022-03-31 21:49:33 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312512 | Time: 5347.75 ms [2022-03-31 21:49:38 main:574] : INFO : Epoch 1958 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 5302 ms [2022-03-31 21:49:44 main:574] : INFO : Epoch 1959 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 5279.23 ms [2022-03-31 21:49:49 main:574] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 5278.18 ms [2022-03-31 21:49:54 main:574] : INFO : Epoch 1961 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 5316.57 ms [2022-03-31 21:50:01 main:574] : INFO : Epoch 1962 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 5318.91 ms [2022-03-31 21:50:06 main:574] : INFO : Epoch 1963 | loss: 0.0312527 | val_loss: 0.0312509 | Time: 5306.76 ms [2022-03-31 21:50:11 main:574] : INFO : Epoch 1964 | loss: 0.0312517 | val_loss: 0.031256 | Time: 5339.19 ms [2022-03-31 21:50:17 main:574] : INFO : Epoch 1965 | loss: 0.031252 | val_loss: 0.0312526 | Time: 5167.67 ms [2022-03-31 21:50:24 main:574] : INFO : Epoch 1966 | loss: 0.031251 | val_loss: 0.0312512 | Time: 5346.63 ms [2022-03-31 21:50:29 main:574] : INFO : Epoch 1967 | loss: 0.031252 | val_loss: 0.0312553 | Time: 5307.65 ms [2022-03-31 21:50:35 main:574] : INFO : Epoch 1968 | loss: 0.0312524 | val_loss: 0.0312506 | Time: 5321.59 ms [2022-03-31 21:50:40 main:574] : INFO : Epoch 1969 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 5319.42 ms [2022-03-31 21:50:46 main:574] : INFO : Epoch 1970 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 5291.03 ms [2022-03-31 21:50:52 main:574] : INFO : Epoch 1971 | loss: 0.0312515 | val_loss: 0.0312542 | Time: 5254.87 ms [2022-03-31 21:50:58 main:574] : INFO : Epoch 1972 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 5307.61 ms [2022-03-31 21:51:03 main:574] : INFO : Epoch 1973 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 5269.52 ms [2022-03-31 21:51:08 main:574] : INFO : Epoch 1974 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 5262.05 ms [2022-03-31 21:51:14 main:574] : INFO : Epoch 1975 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 5261.1 ms [2022-03-31 21:51:19 main:574] : INFO : Epoch 1976 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 5276.29 ms [2022-03-31 21:51:25 main:574] : INFO : Epoch 1977 | loss: 0.0312506 | val_loss: 0.0312536 | Time: 5260.82 ms [2022-03-31 21:51:30 main:574] : INFO : Epoch 1978 | loss: 0.0312512 | val_loss: 0.0312497 | Time: 5384.79 ms [2022-03-31 21:51:37 main:574] : INFO : Epoch 1979 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 5317.32 ms [2022-03-31 21:51:43 main:574] : INFO : Epoch 1980 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 5273.44 ms [2022-03-31 21:51:48 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5326.57 ms [2022-03-31 21:51:54 main:574] : INFO : Epoch 1982 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 5331.51 ms [2022-03-31 21:52:00 main:574] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5246.59 ms [2022-03-31 21:52:06 main:574] : INFO : Epoch 1984 | loss: 0.0312507 | val_loss: 0.0312533 | Time: 5255.89 ms [2022-03-31 21:52:11 main:574] : INFO : Epoch 1985 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 5285.58 ms [2022-03-31 21:52:16 main:574] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5217.46 ms [2022-03-31 21:52:22 main:574] : INFO : Epoch 1987 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 5283.3 ms [2022-03-31 21:52:27 main:574] : INFO : Epoch 1988 | loss: 0.0312522 | val_loss: 0.031252 | Time: 5225.97 ms [2022-03-31 21:52:33 main:574] : INFO : Epoch 1989 | loss: 0.0312521 | val_loss: 0.0312501 | Time: 5232.06 ms [2022-03-31 21:52:38 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 5247.64 ms [2022-03-31 21:52:44 main:574] : INFO : Epoch 1991 | loss: 0.0312528 | val_loss: 0.0312502 | Time: 5259.72 ms [2022-03-31 21:52:49 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5261.48 ms [2022-03-31 21:52:54 main:574] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 5265.58 ms [2022-03-31 21:52:59 main:574] : INFO : Epoch 1994 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 5300.65 ms [2022-03-31 21:53:05 main:574] : INFO : Epoch 1995 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 5261.56 ms [2022-03-31 21:53:10 main:574] : INFO : Epoch 1996 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 5281.61 ms [2022-03-31 21:53:16 main:574] : INFO : Epoch 1997 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 5296.05 ms [2022-03-31 21:53:21 main:574] : INFO : Epoch 1998 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 5364.67 ms [2022-03-31 21:53:26 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 5279.47 ms [2022-03-31 21:53:32 main:574] : INFO : Epoch 2000 | loss: 0.0312509 | val_loss: 0.0312554 | Time: 5225.92 ms [2022-03-31 21:53:37 main:574] : INFO : Epoch 2001 | loss: 0.0312527 | val_loss: 0.0312509 | Time: 5234.36 ms [2022-03-31 21:53:42 main:574] : INFO : Epoch 2002 | loss: 0.0312518 | val_loss: 0.0312533 | Time: 5261.6 ms [2022-03-31 21:53:48 main:574] : INFO : Epoch 2003 | loss: 0.0312521 | val_loss: 0.0312502 | Time: 5232.1 ms [2022-03-31 21:53:53 main:574] : INFO : Epoch 2004 | loss: 0.0312524 | val_loss: 0.0312512 | Time: 5286.19 ms [2022-03-31 21:53:59 main:574] : INFO : Epoch 2005 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 5299.65 ms [2022-03-31 21:54:04 main:574] : INFO : Epoch 2006 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 5300.74 ms [2022-03-31 21:54:09 main:574] : INFO : Epoch 2007 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 5248.71 ms [2022-03-31 21:54:15 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5346.15 ms [2022-03-31 21:54:21 main:574] : INFO : Epoch 2009 | loss: 0.031251 | val_loss: 0.0312515 | Time: 6061.82 ms [2022-03-31 21:54:26 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5509.18 ms [2022-03-31 21:54:32 main:574] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312496 | Time: 5448.27 ms [2022-03-31 21:54:37 main:574] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5424.69 ms [2022-03-31 21:54:43 main:574] : INFO : Epoch 2013 | loss: 0.0312497 | val_loss: 0.031251 | Time: 5597.67 ms [2022-03-31 21:54:49 main:574] : INFO : Epoch 2014 | loss: 0.0312517 | val_loss: 0.031252 | Time: 5443.83 ms [2022-03-31 21:54:54 main:574] : INFO : Epoch 2015 | loss: 0.031251 | val_loss: 0.0312517 | Time: 5422.42 ms [2022-03-31 21:55:00 main:574] : INFO : Epoch 2016 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 5441.51 ms [2022-03-31 21:55:06 main:574] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 5289.87 ms [2022-03-31 21:55:11 main:574] : INFO : Epoch 2018 | loss: 0.0312509 | val_loss: 0.031253 | Time: 5308.15 ms [2022-03-31 21:55:16 main:574] : INFO : Epoch 2019 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 5291.69 ms [2022-03-31 21:55:22 main:574] : INFO : Epoch 2020 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5296.4 ms [2022-03-31 21:55:27 main:574] : INFO : Epoch 2021 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 5361.62 ms [2022-03-31 21:55:34 main:574] : INFO : Epoch 2022 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5337.1 ms [2022-03-31 21:55:39 main:574] : INFO : Epoch 2023 | loss: 0.03125 | val_loss: 0.03125 | Time: 5348.96 ms [2022-03-31 21:55:45 main:574] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 5318.83 ms [2022-03-31 21:55:51 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 5335.14 ms [2022-03-31 21:55:56 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5260.83 ms [2022-03-31 21:56:01 main:574] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5310.05 ms [2022-03-31 21:56:07 main:574] : INFO : Epoch 2028 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 5245.86 ms [2022-03-31 21:56:12 main:574] : INFO : Epoch 2029 | loss: 0.0312516 | val_loss: 0.0312555 | Time: 5224.97 ms [2022-03-31 21:56:17 main:574] : INFO : Epoch 2030 | loss: 0.0312514 | val_loss: 0.0312496 | Time: 5250.58 ms [2022-03-31 21:56:22 main:574] : INFO : Epoch 2031 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 5305.22 ms [2022-03-31 21:56:28 main:574] : INFO : Epoch 2032 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5244.68 ms [2022-03-31 21:56:33 main:574] : INFO : Epoch 2033 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 5275.92 ms [2022-03-31 21:56:39 main:574] : INFO : Epoch 2034 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 5285.11 ms [2022-03-31 21:56:44 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 5230.18 ms [2022-03-31 21:56:49 main:574] : INFO : Epoch 2036 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 5261.85 ms [2022-03-31 21:56:54 main:574] : INFO : Epoch 2037 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5336.73 ms [2022-03-31 21:57:00 main:574] : INFO : Epoch 2038 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 5283.19 ms [2022-03-31 21:57:05 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 5251.7 ms [2022-03-31 21:57:10 main:574] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 5318.06 ms [2022-03-31 21:57:16 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5295.77 ms [2022-03-31 21:57:21 main:574] : INFO : Epoch 2042 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 5345.25 ms [2022-03-31 21:57:27 main:574] : INFO : Epoch 2043 | loss: 0.0312525 | val_loss: 0.0312553 | Time: 5315.42 ms [2022-03-31 21:57:32 main:574] : INFO : Epoch 2044 | loss: 0.0312512 | val_loss: 0.03125 | Time: 5251.52 ms [2022-03-31 21:57:38 main:574] : INFO : Epoch 2045 | loss: 0.031251 | val_loss: 0.0312536 | Time: 5289.7 ms [2022-03-31 21:57:43 main:574] : INFO : Epoch 2046 | loss: 0.031251 | val_loss: 0.0312537 | Time: 5352.95 ms [2022-03-31 21:57:48 main:574] : INFO : Epoch 2047 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 5320.61 ms [2022-03-31 21:57:54 main:574] : INFO : Epoch 2048 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 5279.71 ms [2022-03-31 21:57:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312511 [2022-03-31 21:57:54 main:603] : INFO : Saving end state to config to file [2022-03-31 21:57:54 main:608] : INFO : Success, exiting.. 21:57:54 (8328): 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)