Task 5550196
| Name | ParityMachine-1625099753-30404-0_0 |
| Workunit | 3399006 |
| Created | 1 Jul 2021, 0:35:55 UTC |
| Sent | 4 Jul 2021, 22:03:57 UTC |
| Report deadline | 12 Jul 2021, 22:03:57 UTC |
| Received | 4 Jul 2021, 23:25:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 1 min 34 sec |
| CPU time | 1 hours 1 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1590 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1692.46 ms [2021-07-05 00:54:04 main:574] : INFO : Epoch 1591 | loss: 0.0312518 | val_loss: 0.0312501 | Time: 1707.21 ms [2021-07-05 00:54:05 main:574] : INFO : Epoch 1592 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 1665.2 ms [2021-07-05 00:54:07 main:574] : INFO : Epoch 1593 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1739.69 ms [2021-07-05 00:54:09 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1725.49 ms [2021-07-05 00:54:10 main:574] : INFO : Epoch 1595 | loss: 0.0312517 | val_loss: 0.0312545 | Time: 1743.98 ms [2021-07-05 00:54:12 main:574] : INFO : Epoch 1596 | loss: 0.0312513 | val_loss: 0.03125 | Time: 1711.32 ms [2021-07-05 00:54:14 main:574] : INFO : Epoch 1597 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1696.62 ms [2021-07-05 00:54:16 main:574] : INFO : Epoch 1598 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1715.13 ms [2021-07-05 00:54:17 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1680.99 ms [2021-07-05 00:54:19 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 1704.08 ms [2021-07-05 00:54:21 main:574] : INFO : Epoch 1601 | loss: 0.0312521 | val_loss: 0.0312499 | Time: 1683.25 ms [2021-07-05 00:54:22 main:574] : INFO : Epoch 1602 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1674.16 ms [2021-07-05 00:54:24 main:574] : INFO : Epoch 1603 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 1699.78 ms [2021-07-05 00:54:26 main:574] : INFO : Epoch 1604 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 1735.55 ms [2021-07-05 00:54:28 main:574] : INFO : Epoch 1605 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 1709.11 ms [2021-07-05 00:54:29 main:574] : INFO : Epoch 1606 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1697.43 ms [2021-07-05 00:54:31 main:574] : INFO : Epoch 1607 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1683.21 ms [2021-07-05 00:54:33 main:574] : INFO : Epoch 1608 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1723.64 ms [2021-07-05 00:54:34 main:574] : INFO : Epoch 1609 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 1703.38 ms [2021-07-05 00:54:36 main:574] : INFO : Epoch 1610 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1689.11 ms [2021-07-05 00:54:38 main:574] : INFO : Epoch 1611 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1675.42 ms [2021-07-05 00:54:39 main:574] : INFO : Epoch 1612 | loss: 0.0312522 | val_loss: 0.03125 | Time: 1661.2 ms [2021-07-05 00:54:41 main:574] : INFO : Epoch 1613 | loss: 0.0312536 | val_loss: 0.0312552 | Time: 1685.97 ms [2021-07-05 00:54:43 main:574] : INFO : Epoch 1614 | loss: 0.0312543 | val_loss: 0.0312545 | Time: 1697.16 ms [2021-07-05 00:54:45 main:574] : INFO : Epoch 1615 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1731.44 ms [2021-07-05 00:54:46 main:574] : INFO : Epoch 1616 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1698.93 ms [2021-07-05 00:54:48 main:574] : INFO : Epoch 1617 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1684.75 ms [2021-07-05 00:54:50 main:574] : INFO : Epoch 1618 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1708.93 ms [2021-07-05 00:54:51 main:574] : INFO : Epoch 1619 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1680.89 ms [2021-07-05 00:54:53 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1724.34 ms [2021-07-05 00:54:55 main:574] : INFO : Epoch 1621 | loss: 0.031251 | val_loss: 0.031251 | Time: 1719.94 ms [2021-07-05 00:54:56 main:574] : INFO : Epoch 1622 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1688.08 ms [2021-07-05 00:54:58 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1682.63 ms [2021-07-05 00:55:00 main:574] : INFO : Epoch 1624 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1701.31 ms [2021-07-05 00:55:02 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1689.11 ms [2021-07-05 00:55:03 main:574] : INFO : Epoch 1626 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1715.92 ms [2021-07-05 00:55:05 main:574] : INFO : Epoch 1627 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1702 ms [2021-07-05 00:55:07 main:574] : INFO : Epoch 1628 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1711.24 ms [2021-07-05 00:55:08 main:574] : INFO : Epoch 1629 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1694.06 ms [2021-07-05 00:55:10 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1710.61 ms [2021-07-05 00:55:12 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1676.67 ms [2021-07-05 00:55:13 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1659.95 ms [2021-07-05 00:55:15 main:574] : INFO : Epoch 1633 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1671.07 ms [2021-07-05 00:55:17 main:574] : INFO : Epoch 1634 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1698.86 ms [2021-07-05 00:55:19 main:574] : INFO : Epoch 1635 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1706.6 ms [2021-07-05 00:55:20 main:574] : INFO : Epoch 1636 | loss: 0.0312517 | val_loss: 0.0312539 | Time: 1721.6 ms [2021-07-05 00:55:22 main:574] : INFO : Epoch 1637 | loss: 0.031254 | val_loss: 0.031251 | Time: 1710.58 ms [2021-07-05 00:55:24 main:574] : INFO : Epoch 1638 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1702.05 ms [2021-07-05 00:55:25 main:574] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.031251 | Time: 1703.68 ms [2021-07-05 00:55:27 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1726.45 ms [2021-07-05 00:55:29 main:574] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 1696.48 ms [2021-07-05 00:55:30 main:574] : INFO : Epoch 1642 | loss: 0.0312535 | val_loss: 0.0312555 | Time: 1687.19 ms [2021-07-05 00:55:32 main:574] : INFO : Epoch 1643 | loss: 0.0312525 | val_loss: 0.0312564 | Time: 1674.67 ms [2021-07-05 00:55:34 main:574] : INFO : Epoch 1644 | loss: 0.0312544 | val_loss: 0.0312508 | Time: 1678.8 ms [2021-07-05 00:55:36 main:574] : INFO : Epoch 1645 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1683.93 ms [2021-07-05 00:55:37 main:574] : INFO : Epoch 1646 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1699.37 ms [2021-07-05 00:55:39 main:574] : INFO : Epoch 1647 | loss: 0.0312516 | val_loss: 0.0312497 | Time: 1736.4 ms [2021-07-05 00:55:41 main:574] : INFO : Epoch 1648 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1741.65 ms [2021-07-05 00:55:42 main:574] : INFO : Epoch 1649 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1701.82 ms [2021-07-05 00:55:44 main:574] : INFO : Epoch 1650 | loss: 0.0312518 | val_loss: 0.0312536 | Time: 1699.19 ms [2021-07-05 00:55:46 main:574] : INFO : Epoch 1651 | loss: 0.03125 | val_loss: 0.031251 | Time: 1698.5 ms [2021-07-05 00:55:48 main:574] : INFO : Epoch 1652 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1701.26 ms [2021-07-05 00:55:49 main:574] : INFO : Epoch 1653 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1699.74 ms [2021-07-05 00:55:51 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1718.02 ms [2021-07-05 00:55:53 main:574] : INFO : Epoch 1655 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1710.59 ms [2021-07-05 00:55:54 main:574] : INFO : Epoch 1656 | loss: 0.0312501 | val_loss: 0.031254 | Time: 1711.16 ms [2021-07-05 00:55:56 main:574] : INFO : Epoch 1657 | loss: 0.0312523 | val_loss: 0.031253 | Time: 1699.23 ms [2021-07-05 00:55:58 main:574] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.031252 | Time: 1704.07 ms [2021-07-05 00:55:59 main:574] : INFO : Epoch 1659 | loss: 0.0312516 | val_loss: 0.0312553 | Time: 1699.2 ms [2021-07-05 00:56:01 main:574] : INFO : Epoch 1660 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1685.34 ms [2021-07-05 00:56:03 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1666.69 ms [2021-07-05 00:56:05 main:574] : INFO : Epoch 1662 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1700.05 ms [2021-07-05 00:56:06 main:574] : INFO : Epoch 1663 | loss: 0.0312499 | val_loss: 0.0312533 | Time: 1703.24 ms [2021-07-05 00:56:08 main:574] : INFO : Epoch 1664 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1696.45 ms [2021-07-05 00:56:10 main:574] : INFO : Epoch 1665 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1686.17 ms [2021-07-05 00:56:11 main:574] : INFO : Epoch 1666 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1698.16 ms [2021-07-05 00:56:13 main:574] : INFO : Epoch 1667 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1706.04 ms [2021-07-05 00:56:15 main:574] : INFO : Epoch 1668 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 1690.09 ms [2021-07-05 00:56:16 main:574] : INFO : Epoch 1669 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1715.1 ms [2021-07-05 00:56:18 main:574] : INFO : Epoch 1670 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1689.67 ms [2021-07-05 00:56:20 main:574] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1682.42 ms [2021-07-05 00:56:22 main:574] : INFO : Epoch 1672 | loss: 0.0312508 | val_loss: 0.0312542 | Time: 1706.45 ms [2021-07-05 00:56:23 main:574] : INFO : Epoch 1673 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1705.25 ms [2021-07-05 00:56:25 main:574] : INFO : Epoch 1674 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 1701.4 ms [2021-07-05 00:56:27 main:574] : INFO : Epoch 1675 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1732.62 ms [2021-07-05 00:56:28 main:574] : INFO : Epoch 1676 | loss: 0.0312497 | val_loss: 0.0312537 | Time: 1718.66 ms [2021-07-05 00:56:30 main:574] : INFO : Epoch 1677 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1706.12 ms [2021-07-05 00:56:32 main:574] : INFO : Epoch 1678 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1720.91 ms [2021-07-05 00:56:34 main:574] : INFO : Epoch 1679 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1672.67 ms [2021-07-05 00:56:35 main:574] : INFO : Epoch 1680 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1692.01 ms [2021-07-05 00:56:37 main:574] : INFO : Epoch 1681 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1714.2 ms [2021-07-05 00:56:39 main:574] : INFO : Epoch 1682 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1684.61 ms [2021-07-05 00:56:40 main:574] : INFO : Epoch 1683 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1653.63 ms [2021-07-05 00:56:42 main:574] : INFO : Epoch 1684 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1708.04 ms [2021-07-05 00:56:44 main:574] : INFO : Epoch 1685 | loss: 0.0312487 | val_loss: 0.0312528 | Time: 1719.49 ms [2021-07-05 00:56:45 main:574] : INFO : Epoch 1686 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1713.89 ms [2021-07-05 00:56:47 main:574] : INFO : Epoch 1687 | loss: 0.0312494 | val_loss: 0.0312569 | Time: 1694.72 ms [2021-07-05 00:56:49 main:574] : INFO : Epoch 1688 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1702.08 ms [2021-07-05 00:56:51 main:574] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.0312526 | Time: 1670.9 ms [2021-07-05 00:56:52 main:574] : INFO : Epoch 1690 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1667.9 ms [2021-07-05 00:56:54 main:574] : INFO : Epoch 1691 | loss: 0.03125 | val_loss: 0.031258 | Time: 1704.59 ms [2021-07-05 00:56:56 main:574] : INFO : Epoch 1692 | loss: 0.031255 | val_loss: 0.0312565 | Time: 1676.7 ms [2021-07-05 00:56:57 main:574] : INFO : Epoch 1693 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 1636.25 ms [2021-07-05 00:56:59 main:574] : INFO : Epoch 1694 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1701.44 ms [2021-07-05 00:57:01 main:574] : INFO : Epoch 1695 | loss: 0.031249 | val_loss: 0.03125 | Time: 1646.52 ms [2021-07-05 00:57:02 main:574] : INFO : Epoch 1696 | loss: 0.031249 | val_loss: 0.0312533 | Time: 1671.68 ms [2021-07-05 00:57:04 main:574] : INFO : Epoch 1697 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1699.63 ms [2021-07-05 00:57:06 main:574] : INFO : Epoch 1698 | loss: 0.0312497 | val_loss: 0.0312541 | Time: 1710.74 ms [2021-07-05 00:57:07 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1722.04 ms [2021-07-05 00:57:09 main:574] : INFO : Epoch 1700 | loss: 0.0312491 | val_loss: 0.0312596 | Time: 1706.48 ms [2021-07-05 00:57:11 main:574] : INFO : Epoch 1701 | loss: 0.031252 | val_loss: 0.031251 | Time: 1719.54 ms [2021-07-05 00:57:13 main:574] : INFO : Epoch 1702 | loss: 0.0312512 | val_loss: 0.0312536 | Time: 1701 ms [2021-07-05 00:57:14 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1717.23 ms [2021-07-05 00:57:16 main:574] : INFO : Epoch 1704 | loss: 0.0312495 | val_loss: 0.0312572 | Time: 1677.82 ms [2021-07-05 00:57:18 main:574] : INFO : Epoch 1705 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 1659.86 ms [2021-07-05 00:57:19 main:574] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 1678.09 ms [2021-07-05 00:57:21 main:574] : INFO : Epoch 1707 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1673.3 ms [2021-07-05 00:57:23 main:574] : INFO : Epoch 1708 | loss: 0.0312489 | val_loss: 0.0312541 | Time: 1661.89 ms [2021-07-05 00:57:24 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1679.15 ms [2021-07-05 00:57:26 main:574] : INFO : Epoch 1710 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1686.35 ms [2021-07-05 00:57:28 main:574] : INFO : Epoch 1711 | loss: 0.0312492 | val_loss: 0.0312527 | Time: 1715.46 ms [2021-07-05 00:57:29 main:574] : INFO : Epoch 1712 | loss: 0.0312524 | val_loss: 0.0312526 | Time: 1716.83 ms [2021-07-05 00:57:31 main:574] : INFO : Epoch 1713 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1718.57 ms [2021-07-05 00:57:33 main:574] : INFO : Epoch 1714 | loss: 0.0312489 | val_loss: 0.0312531 | Time: 1692.39 ms [2021-07-05 00:57:35 main:574] : INFO : Epoch 1715 | loss: 0.0312487 | val_loss: 0.0312523 | Time: 1672.41 ms [2021-07-05 00:57:36 main:574] : INFO : Epoch 1716 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1661.74 ms [2021-07-05 00:57:38 main:574] : INFO : Epoch 1717 | loss: 0.0312494 | val_loss: 0.0312531 | Time: 1693.13 ms [2021-07-05 00:57:40 main:574] : INFO : Epoch 1718 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 1691.57 ms [2021-07-05 00:57:41 main:574] : INFO : Epoch 1719 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1668.36 ms [2021-07-05 00:57:43 main:574] : INFO : Epoch 1720 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1714.45 ms [2021-07-05 00:57:45 main:574] : INFO : Epoch 1721 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1682.91 ms [2021-07-05 00:57:46 main:574] : INFO : Epoch 1722 | loss: 0.0312482 | val_loss: 0.0312504 | Time: 1684.38 ms [2021-07-05 00:57:48 main:574] : INFO : Epoch 1723 | loss: 0.031248 | val_loss: 0.0312501 | Time: 1693.63 ms [2021-07-05 00:57:50 main:574] : INFO : Epoch 1724 | loss: 0.031249 | val_loss: 0.0312518 | Time: 1696.94 ms [2021-07-05 00:57:51 main:574] : INFO : Epoch 1725 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1706.73 ms [2021-07-05 00:57:53 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1699.56 ms [2021-07-05 00:57:55 main:574] : INFO : Epoch 1727 | loss: 0.0312495 | val_loss: 0.0312526 | Time: 1693.59 ms [2021-07-05 00:57:57 main:574] : INFO : Epoch 1728 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 1679.45 ms [2021-07-05 00:57:58 main:574] : INFO : Epoch 1729 | loss: 0.031248 | val_loss: 0.0312504 | Time: 1644.2 ms [2021-07-05 00:58:00 main:574] : INFO : Epoch 1730 | loss: 0.0312483 | val_loss: 0.0312509 | Time: 1658.2 ms [2021-07-05 00:58:02 main:574] : INFO : Epoch 1731 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 1717.53 ms [2021-07-05 00:58:03 main:574] : INFO : Epoch 1732 | loss: 0.0312524 | val_loss: 0.0312512 | Time: 1725.8 ms [2021-07-05 00:58:05 main:574] : INFO : Epoch 1733 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1667.13 ms [2021-07-05 00:58:07 main:574] : INFO : Epoch 1734 | loss: 0.0312509 | val_loss: 0.0312549 | Time: 1680.21 ms [2021-07-05 00:58:08 main:574] : INFO : Epoch 1735 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1689.07 ms [2021-07-05 00:58:10 main:574] : INFO : Epoch 1736 | loss: 0.0312497 | val_loss: 0.0312566 | Time: 1692.46 ms [2021-07-05 00:58:12 main:574] : INFO : Epoch 1737 | loss: 0.031253 | val_loss: 0.0312612 | Time: 1692.05 ms [2021-07-05 00:58:13 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1698.59 ms [2021-07-05 00:58:15 main:574] : INFO : Epoch 1739 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1736.22 ms [2021-07-05 00:58:17 main:574] : INFO : Epoch 1740 | loss: 0.0312474 | val_loss: 0.0312511 | Time: 1710.35 ms [2021-07-05 00:58:19 main:574] : INFO : Epoch 1741 | loss: 0.0312469 | val_loss: 0.0312509 | Time: 1704.06 ms [2021-07-05 00:58:20 main:574] : INFO : Epoch 1742 | loss: 0.0312464 | val_loss: 0.0312503 | Time: 1725.81 ms [2021-07-05 00:58:22 main:574] : INFO : Epoch 1743 | loss: 0.0312467 | val_loss: 0.0312528 | Time: 1691.27 ms [2021-07-05 00:58:24 main:574] : INFO : Epoch 1744 | loss: 0.0312473 | val_loss: 0.0312521 | Time: 1753.66 ms [2021-07-05 00:58:26 main:574] : INFO : Epoch 1745 | loss: 0.0312473 | val_loss: 0.0312529 | Time: 1732.79 ms [2021-07-05 00:58:27 main:574] : INFO : Epoch 1746 | loss: 0.0312469 | val_loss: 0.0312549 | Time: 1691.77 ms [2021-07-05 00:58:29 main:574] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 1691.62 ms [2021-07-05 00:58:31 main:574] : INFO : Epoch 1748 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1680.46 ms [2021-07-05 00:58:32 main:574] : INFO : Epoch 1749 | loss: 0.0312475 | val_loss: 0.0312502 | Time: 1700.27 ms [2021-07-05 00:58:34 main:574] : INFO : Epoch 1750 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 1664.06 ms [2021-07-05 00:58:36 main:574] : INFO : Epoch 1751 | loss: 0.031245 | val_loss: 0.0312529 | Time: 1656.94 ms [2021-07-05 00:58:37 main:574] : INFO : Epoch 1752 | loss: 0.0312457 | val_loss: 0.0312513 | Time: 1677.49 ms [2021-07-05 00:58:39 main:574] : INFO : Epoch 1753 | loss: 0.0312455 | val_loss: 0.0312537 | Time: 1701.14 ms [2021-07-05 00:58:41 main:574] : INFO : Epoch 1754 | loss: 0.0312472 | val_loss: 0.0312513 | Time: 1720.06 ms [2021-07-05 00:58:42 main:574] : INFO : Epoch 1755 | loss: 0.0312451 | val_loss: 0.0312486 | Time: 1698.17 ms [2021-07-05 00:58:44 main:574] : INFO : Epoch 1756 | loss: 0.0312451 | val_loss: 0.0312494 | Time: 1672.66 ms [2021-07-05 00:58:46 main:574] : INFO : Epoch 1757 | loss: 0.0312452 | val_loss: 0.0312512 | Time: 1709.79 ms [2021-07-05 00:58:48 main:574] : INFO : Epoch 1758 | loss: 0.0312467 | val_loss: 0.0312535 | Time: 1724.78 ms [2021-07-05 00:58:49 main:574] : INFO : Epoch 1759 | loss: 0.0312449 | val_loss: 0.0312519 | Time: 1720.64 ms [2021-07-05 00:58:51 main:574] : INFO : Epoch 1760 | loss: 0.031245 | val_loss: 0.0312512 | Time: 1708.6 ms [2021-07-05 00:58:53 main:574] : INFO : Epoch 1761 | loss: 0.0312457 | val_loss: 0.0312489 | Time: 1670.32 ms [2021-07-05 00:58:54 main:574] : INFO : Epoch 1762 | loss: 0.0312443 | val_loss: 0.0312497 | Time: 1679.21 ms [2021-07-05 00:58:56 main:574] : INFO : Epoch 1763 | loss: 0.031246 | val_loss: 0.0312542 | Time: 1693.31 ms [2021-07-05 00:58:58 main:574] : INFO : Epoch 1764 | loss: 0.0312444 | val_loss: 0.0312488 | Time: 1690.76 ms [2021-07-05 00:58:59 main:574] : INFO : Epoch 1765 | loss: 0.0312438 | val_loss: 0.0312478 | Time: 1688.77 ms [2021-07-05 00:59:01 main:574] : INFO : Epoch 1766 | loss: 0.031243 | val_loss: 0.0312501 | Time: 1674.4 ms [2021-07-05 00:59:03 main:574] : INFO : Epoch 1767 | loss: 0.0312444 | val_loss: 0.0312496 | Time: 1681.88 ms [2021-07-05 00:59:04 main:574] : INFO : Epoch 1768 | loss: 0.0312441 | val_loss: 0.0312507 | Time: 1672.89 ms [2021-07-05 00:59:06 main:574] : INFO : Epoch 1769 | loss: 0.0312443 | val_loss: 0.0312478 | Time: 1686.29 ms [2021-07-05 00:59:08 main:574] : INFO : Epoch 1770 | loss: 0.0312435 | val_loss: 0.0312483 | Time: 1689.59 ms [2021-07-05 00:59:10 main:574] : INFO : Epoch 1771 | loss: 0.0312455 | val_loss: 0.0312483 | Time: 1681.15 ms [2021-07-05 00:59:11 main:574] : INFO : Epoch 1772 | loss: 0.0312449 | val_loss: 0.0312514 | Time: 1695.95 ms [2021-07-05 00:59:13 main:574] : INFO : Epoch 1773 | loss: 0.0312431 | val_loss: 0.031251 | Time: 1719.87 ms [2021-07-05 00:59:15 main:574] : INFO : Epoch 1774 | loss: 0.0312454 | val_loss: 0.0312493 | Time: 1711.9 ms [2021-07-05 00:59:16 main:574] : INFO : Epoch 1775 | loss: 0.0312422 | val_loss: 0.0312477 | Time: 1707.52 ms [2021-07-05 00:59:18 main:574] : INFO : Epoch 1776 | loss: 0.0312418 | val_loss: 0.0312456 | Time: 1698.94 ms [2021-07-05 00:59:20 main:574] : INFO : Epoch 1777 | loss: 0.0312408 | val_loss: 0.0312518 | Time: 1718.36 ms [2021-07-05 00:59:21 main:574] : INFO : Epoch 1778 | loss: 0.0312408 | val_loss: 0.0312471 | Time: 1673.9 ms [2021-07-05 00:59:23 main:574] : INFO : Epoch 1779 | loss: 0.0312431 | val_loss: 0.0312479 | Time: 1692.73 ms [2021-07-05 00:59:25 main:574] : INFO : Epoch 1780 | loss: 0.031244 | val_loss: 0.0312472 | Time: 1718.04 ms [2021-07-05 00:59:27 main:574] : INFO : Epoch 1781 | loss: 0.0312395 | val_loss: 0.0312466 | Time: 1698.78 ms [2021-07-05 00:59:28 main:574] : INFO : Epoch 1782 | loss: 0.0312413 | val_loss: 0.031255 | Time: 1683.01 ms [2021-07-05 00:59:30 main:574] : INFO : Epoch 1783 | loss: 0.0312403 | val_loss: 0.0312502 | Time: 1666.27 ms [2021-07-05 00:59:32 main:574] : INFO : Epoch 1784 | loss: 0.0312394 | val_loss: 0.0312436 | Time: 1675.35 ms [2021-07-05 00:59:33 main:574] : INFO : Epoch 1785 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 1694.89 ms [2021-07-05 00:59:35 main:574] : INFO : Epoch 1786 | loss: 0.0312507 | val_loss: 0.0312474 | Time: 1691.17 ms [2021-07-05 00:59:37 main:574] : INFO : Epoch 1787 | loss: 0.0312416 | val_loss: 0.0312445 | Time: 1654.17 ms [2021-07-05 00:59:38 main:574] : INFO : Epoch 1788 | loss: 0.0312379 | val_loss: 0.0312467 | Time: 1663.54 ms [2021-07-05 00:59:40 main:574] : INFO : Epoch 1789 | loss: 0.0312387 | val_loss: 0.0312459 | Time: 1716.8 ms [2021-07-05 00:59:42 main:574] : INFO : Epoch 1790 | loss: 0.0312396 | val_loss: 0.0312539 | Time: 1705.08 ms [2021-07-05 00:59:43 main:574] : INFO : Epoch 1791 | loss: 0.0312403 | val_loss: 0.0312716 | Time: 1680.81 ms [2021-07-05 00:59:45 main:574] : INFO : Epoch 1792 | loss: 0.0312434 | val_loss: 0.0312428 | Time: 1671.17 ms [2021-07-05 00:59:47 main:574] : INFO : Epoch 1793 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 1686.39 ms [2021-07-05 00:59:49 main:574] : INFO : Epoch 1794 | loss: 0.0312367 | val_loss: 0.0312444 | Time: 1700.54 ms [2021-07-05 00:59:50 main:574] : INFO : Epoch 1795 | loss: 0.0312348 | val_loss: 0.0312455 | Time: 1694.66 ms [2021-07-05 00:59:52 main:574] : INFO : Epoch 1796 | loss: 0.0312334 | val_loss: 0.0312479 | Time: 1693.62 ms [2021-07-05 00:59:54 main:574] : INFO : Epoch 1797 | loss: 0.0312351 | val_loss: 0.0312452 | Time: 1679.79 ms [2021-07-05 00:59:55 main:574] : INFO : Epoch 1798 | loss: 0.0312354 | val_loss: 0.0312409 | Time: 1707.15 ms [2021-07-05 00:59:57 main:574] : INFO : Epoch 1799 | loss: 0.0312357 | val_loss: 0.0312518 | Time: 1706.83 ms [2021-07-05 00:59:59 main:574] : INFO : Epoch 1800 | loss: 0.0312345 | val_loss: 0.0312416 | Time: 1705.08 ms [2021-07-05 01:00:00 main:574] : INFO : Epoch 1801 | loss: 0.0312332 | val_loss: 0.0312432 | Time: 1666.93 ms [2021-07-05 01:00:02 main:574] : INFO : Epoch 1802 | loss: 0.031237 | val_loss: 0.0312484 | Time: 1684.29 ms [2021-07-05 01:00:04 main:574] : INFO : Epoch 1803 | loss: 0.0312337 | val_loss: 0.0312431 | Time: 1688.65 ms [2021-07-05 01:00:05 main:574] : INFO : Epoch 1804 | loss: 0.031234 | val_loss: 0.0312502 | Time: 1692.36 ms [2021-07-05 01:00:07 main:574] : INFO : Epoch 1805 | loss: 0.0312349 | val_loss: 0.0312438 | Time: 1703.48 ms [2021-07-05 01:00:09 main:574] : INFO : Epoch 1806 | loss: 0.031237 | val_loss: 0.0312434 | Time: 1694.01 ms [2021-07-05 01:00:11 main:574] : INFO : Epoch 1807 | loss: 0.0312367 | val_loss: 0.0312422 | Time: 1683.19 ms [2021-07-05 01:00:12 main:574] : INFO : Epoch 1808 | loss: 0.0312325 | val_loss: 0.0312427 | Time: 1700.62 ms [2021-07-05 01:00:14 main:574] : INFO : Epoch 1809 | loss: 0.0312349 | val_loss: 0.03124 | Time: 1701.64 ms [2021-07-05 01:00:16 main:574] : INFO : Epoch 1810 | loss: 0.0312309 | val_loss: 0.0312392 | Time: 1731.5 ms [2021-07-05 01:00:17 main:574] : INFO : Epoch 1811 | loss: 0.0312282 | val_loss: 0.0312399 | Time: 1678.52 ms [2021-07-05 01:00:19 main:574] : INFO : Epoch 1812 | loss: 0.0312362 | val_loss: 0.0312516 | Time: 1636.85 ms [2021-07-05 01:00:21 main:574] : INFO : Epoch 1813 | loss: 0.031235 | val_loss: 0.0312385 | Time: 1667.88 ms [2021-07-05 01:00:22 main:574] : INFO : Epoch 1814 | loss: 0.0312292 | val_loss: 0.0312377 | Time: 1691.24 ms [2021-07-05 01:00:24 main:574] : INFO : Epoch 1815 | loss: 0.031232 | val_loss: 0.031241 | Time: 1696.37 ms [2021-07-05 01:00:26 main:574] : INFO : Epoch 1816 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 1702.96 ms [2021-07-05 01:00:27 main:574] : INFO : Epoch 1817 | loss: 0.0312415 | val_loss: 0.0312366 | Time: 1679.35 ms [2021-07-05 01:00:29 main:574] : INFO : Epoch 1818 | loss: 0.03124 | val_loss: 0.0312361 | Time: 1622.03 ms [2021-07-05 01:00:31 main:574] : INFO : Epoch 1819 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 1648.73 ms [2021-07-05 01:00:32 main:574] : INFO : Epoch 1820 | loss: 0.0312351 | val_loss: 0.0312342 | Time: 1682.61 ms [2021-07-05 01:00:34 main:574] : INFO : Epoch 1821 | loss: 0.0312394 | val_loss: 0.0312347 | Time: 1691.7 ms [2021-07-05 01:00:36 main:574] : INFO : Epoch 1822 | loss: 0.0312359 | val_loss: 0.0312329 | Time: 1681.52 ms [2021-07-05 01:00:38 main:574] : INFO : Epoch 1823 | loss: 0.0312424 | val_loss: 0.0312542 | Time: 1681.65 ms [2021-07-05 01:00:39 main:574] : INFO : Epoch 1824 | loss: 0.0312389 | val_loss: 0.0312339 | Time: 1700.43 ms [2021-07-05 01:00:41 main:574] : INFO : Epoch 1825 | loss: 0.0312345 | val_loss: 0.0312334 | Time: 1715.43 ms [2021-07-05 01:00:43 main:574] : INFO : Epoch 1826 | loss: 0.0312335 | val_loss: 0.0312306 | Time: 1703.85 ms [2021-07-05 01:00:44 main:574] : INFO : Epoch 1827 | loss: 0.0312456 | val_loss: 0.0312404 | Time: 1664.41 ms [2021-07-05 01:00:46 main:574] : INFO : Epoch 1828 | loss: 0.0312365 | val_loss: 0.0312332 | Time: 1708.06 ms [2021-07-05 01:00:48 main:574] : INFO : Epoch 1829 | loss: 0.031231 | val_loss: 0.0312303 | Time: 1696.87 ms [2021-07-05 01:00:49 main:574] : INFO : Epoch 1830 | loss: 0.0312356 | val_loss: 0.0312438 | Time: 1691.34 ms [2021-07-05 01:00:51 main:574] : INFO : Epoch 1831 | loss: 0.0312346 | val_loss: 0.0312308 | Time: 1666.32 ms [2021-07-05 01:00:53 main:574] : INFO : Epoch 1832 | loss: 0.0312347 | val_loss: 0.0312336 | Time: 1695.55 ms [2021-07-05 01:00:54 main:574] : INFO : Epoch 1833 | loss: 0.0312332 | val_loss: 0.0312308 | Time: 1695.49 ms [2021-07-05 01:00:56 main:574] : INFO : Epoch 1834 | loss: 0.0312392 | val_loss: 0.0312339 | Time: 1715.07 ms [2021-07-05 01:00:58 main:574] : INFO : Epoch 1835 | loss: 0.0312317 | val_loss: 0.0312323 | Time: 1711.65 ms [2021-07-05 01:01:00 main:574] : INFO : Epoch 1836 | loss: 0.031233 | val_loss: 0.0312318 | Time: 1726.77 ms [2021-07-05 01:01:01 main:574] : INFO : Epoch 1837 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 1687.68 ms [2021-07-05 01:01:03 main:574] : INFO : Epoch 1838 | loss: 0.0312369 | val_loss: 0.0312308 | Time: 1674.45 ms [2021-07-05 01:01:05 main:574] : INFO : Epoch 1839 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 1663.55 ms [2021-07-05 01:01:06 main:574] : INFO : Epoch 1840 | loss: 0.031233 | val_loss: 0.0312341 | Time: 1682.05 ms [2021-07-05 01:01:08 main:574] : INFO : Epoch 1841 | loss: 0.0312296 | val_loss: 0.0312302 | Time: 1674.88 ms [2021-07-05 01:01:10 main:574] : INFO : Epoch 1842 | loss: 0.0312267 | val_loss: 0.0312285 | Time: 1690.11 ms [2021-07-05 01:01:11 main:574] : INFO : Epoch 1843 | loss: 0.0312262 | val_loss: 0.0312281 | Time: 1688.78 ms [2021-07-05 01:01:13 main:574] : INFO : Epoch 1844 | loss: 0.0312242 | val_loss: 0.0312282 | Time: 1722.68 ms [2021-07-05 01:01:15 main:574] : INFO : Epoch 1845 | loss: 0.0312267 | val_loss: 0.0312305 | Time: 1710.76 ms [2021-07-05 01:01:17 main:574] : INFO : Epoch 1846 | loss: 0.0312267 | val_loss: 0.0312286 | Time: 1717.05 ms [2021-07-05 01:01:18 main:574] : INFO : Epoch 1847 | loss: 0.0312249 | val_loss: 0.0312271 | Time: 1708.27 ms [2021-07-05 01:01:20 main:574] : INFO : Epoch 1848 | loss: 0.0312258 | val_loss: 0.0312428 | Time: 1693.49 ms [2021-07-05 01:01:22 main:574] : INFO : Epoch 1849 | loss: 0.0312329 | val_loss: 0.0312401 | Time: 1646.74 ms [2021-07-05 01:01:23 main:574] : INFO : Epoch 1850 | loss: 0.0312275 | val_loss: 0.0312279 | Time: 1667.88 ms [2021-07-05 01:01:25 main:574] : INFO : Epoch 1851 | loss: 0.0312253 | val_loss: 0.0312315 | Time: 1665.5 ms [2021-07-05 01:01:27 main:574] : INFO : Epoch 1852 | loss: 0.0312253 | val_loss: 0.0312284 | Time: 1669.39 ms [2021-07-05 01:01:28 main:574] : INFO : Epoch 1853 | loss: 0.0312217 | val_loss: 0.0312287 | Time: 1693.27 ms [2021-07-05 01:01:30 main:574] : INFO : Epoch 1854 | loss: 0.0312225 | val_loss: 0.0312315 | Time: 1714 ms [2021-07-05 01:01:32 main:574] : INFO : Epoch 1855 | loss: 0.0312206 | val_loss: 0.0312263 | Time: 1720.65 ms [2021-07-05 01:01:34 main:574] : INFO : Epoch 1856 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 1703.51 ms [2021-07-05 01:01:35 main:574] : INFO : Epoch 1857 | loss: 0.0312232 | val_loss: 0.0312415 | Time: 1714.05 ms [2021-07-05 01:01:37 main:574] : INFO : Epoch 1858 | loss: 0.0312347 | val_loss: 0.0312346 | Time: 1719.89 ms [2021-07-05 01:01:39 main:574] : INFO : Epoch 1859 | loss: 0.0312238 | val_loss: 0.0312283 | Time: 1681.78 ms [2021-07-05 01:01:40 main:574] : INFO : Epoch 1860 | loss: 0.0312217 | val_loss: 0.0312315 | Time: 1655.01 ms [2021-07-05 01:01:42 main:574] : INFO : Epoch 1861 | loss: 0.0312215 | val_loss: 0.0312313 | Time: 1668.3 ms [2021-07-05 01:01:44 main:574] : INFO : Epoch 1862 | loss: 0.0312211 | val_loss: 0.0312279 | Time: 1686.14 ms [2021-07-05 01:01:45 main:574] : INFO : Epoch 1863 | loss: 0.0312202 | val_loss: 0.0312263 | Time: 1686.21 ms [2021-07-05 01:01:47 main:574] : INFO : Epoch 1864 | loss: 0.0312178 | val_loss: 0.0312262 | Time: 1703.28 ms [2021-07-05 01:01:49 main:574] : INFO : Epoch 1865 | loss: 0.0312221 | val_loss: 0.031226 | Time: 1682.98 ms [2021-07-05 01:01:50 main:574] : INFO : Epoch 1866 | loss: 0.0312186 | val_loss: 0.0312334 | Time: 1695.41 ms [2021-07-05 01:01:52 main:574] : INFO : Epoch 1867 | loss: 0.0312182 | val_loss: 0.0312285 | Time: 1718.22 ms [2021-07-05 01:01:54 main:574] : INFO : Epoch 1868 | loss: 0.0312194 | val_loss: 0.0312258 | Time: 1717.2 ms [2021-07-05 01:01:56 main:574] : INFO : Epoch 1869 | loss: 0.0312177 | val_loss: 0.0312352 | Time: 1733.23 ms [2021-07-05 01:01:57 main:574] : INFO : Epoch 1870 | loss: 0.0312161 | val_loss: 0.031232 | Time: 1687.49 ms [2021-07-05 01:01:59 main:574] : INFO : Epoch 1871 | loss: 0.0312201 | val_loss: 0.0312288 | Time: 1690.99 ms [2021-07-05 01:02:01 main:574] : INFO : Epoch 1872 | loss: 0.0312171 | val_loss: 0.031226 | Time: 1683.39 ms [2021-07-05 01:02:02 main:574] : INFO : Epoch 1873 | loss: 0.0312155 | val_loss: 0.0312265 | Time: 1663.77 ms [2021-07-05 01:02:04 main:574] : INFO : Epoch 1874 | loss: 0.0312139 | val_loss: 0.0312269 | Time: 1683.31 ms [2021-07-05 01:02:06 main:574] : INFO : Epoch 1875 | loss: 0.0312144 | val_loss: 0.0312314 | Time: 1695.72 ms [2021-07-05 01:02:07 main:574] : INFO : Epoch 1876 | loss: 0.0312147 | val_loss: 0.0312255 | Time: 1706.73 ms [2021-07-05 01:02:09 main:574] : INFO : Epoch 1877 | loss: 0.031213 | val_loss: 0.0312271 | Time: 1713.42 ms [2021-07-05 01:02:11 main:574] : INFO : Epoch 1878 | loss: 0.0312148 | val_loss: 0.031244 | Time: 1698.35 ms [2021-07-05 01:02:13 main:574] : INFO : Epoch 1879 | loss: 0.031227 | val_loss: 0.0312331 | Time: 1690.89 ms [2021-07-05 01:02:14 main:574] : INFO : Epoch 1880 | loss: 0.0312195 | val_loss: 0.03124 | Time: 1676.11 ms [2021-07-05 01:02:16 main:574] : INFO : Epoch 1881 | loss: 0.0312178 | val_loss: 0.0312333 | Time: 1672.58 ms [2021-07-05 01:02:18 main:574] : INFO : Epoch 1882 | loss: 0.0312145 | val_loss: 0.0312258 | Time: 1669.87 ms [2021-07-05 01:02:19 main:574] : INFO : Epoch 1883 | loss: 0.0312151 | val_loss: 0.0312251 | Time: 1688.47 ms [2021-07-05 01:02:21 main:574] : INFO : Epoch 1884 | loss: 0.0312211 | val_loss: 0.031233 | Time: 1700.61 ms [2021-07-05 01:02:23 main:574] : INFO : Epoch 1885 | loss: 0.0312158 | val_loss: 0.0312267 | Time: 1703.77 ms [2021-07-05 01:02:24 main:574] : INFO : Epoch 1886 | loss: 0.0312123 | val_loss: 0.0312274 | Time: 1690.26 ms [2021-07-05 01:02:26 main:574] : INFO : Epoch 1887 | loss: 0.0312142 | val_loss: 0.0312246 | Time: 1716.11 ms [2021-07-05 01:02:28 main:574] : INFO : Epoch 1888 | loss: 0.0312103 | val_loss: 0.0312281 | Time: 1706.54 ms [2021-07-05 01:02:30 main:574] : INFO : Epoch 1889 | loss: 0.0312125 | val_loss: 0.0312244 | Time: 1727.55 ms [2021-07-05 01:02:31 main:574] : INFO : Epoch 1890 | loss: 0.0312136 | val_loss: 0.0312438 | Time: 1685.02 ms [2021-07-05 01:02:33 main:574] : INFO : Epoch 1891 | loss: 0.0312117 | val_loss: 0.0312274 | Time: 1681.02 ms [2021-07-05 01:02:35 main:574] : INFO : Epoch 1892 | loss: 0.0312098 | val_loss: 0.0312273 | Time: 1714.25 ms [2021-07-05 01:02:36 main:574] : INFO : Epoch 1893 | loss: 0.0312136 | val_loss: 0.0312231 | Time: 1710.22 ms [2021-07-05 01:02:38 main:574] : INFO : Epoch 1894 | loss: 0.0312123 | val_loss: 0.0312236 | Time: 1680.09 ms [2021-07-05 01:02:40 main:574] : INFO : Epoch 1895 | loss: 0.031214 | val_loss: 0.0312331 | Time: 1688.2 ms [2021-07-05 01:02:41 main:574] : INFO : Epoch 1896 | loss: 0.0312158 | val_loss: 0.0312332 | Time: 1676.71 ms [2021-07-05 01:02:43 main:574] : INFO : Epoch 1897 | loss: 0.0312117 | val_loss: 0.0312266 | Time: 1707.03 ms [2021-07-05 01:02:45 main:574] : INFO : Epoch 1898 | loss: 0.0312104 | val_loss: 0.0312259 | Time: 1714.4 ms [2021-07-05 01:02:47 main:574] : INFO : Epoch 1899 | loss: 0.0312094 | val_loss: 0.0312323 | Time: 1695.3 ms [2021-07-05 01:02:48 main:574] : INFO : Epoch 1900 | loss: 0.0312102 | val_loss: 0.0312245 | Time: 1661.52 ms [2021-07-05 01:02:50 main:574] : INFO : Epoch 1901 | loss: 0.0312099 | val_loss: 0.0312265 | Time: 1683.33 ms [2021-07-05 01:02:52 main:574] : INFO : Epoch 1902 | loss: 0.0312127 | val_loss: 0.031231 | Time: 1683.65 ms [2021-07-05 01:02:53 main:574] : INFO : Epoch 1903 | loss: 0.0312171 | val_loss: 0.0312265 | Time: 1645.61 ms [2021-07-05 01:02:55 main:574] : INFO : Epoch 1904 | loss: 0.0312098 | val_loss: 0.0312278 | Time: 1688.27 ms [2021-07-05 01:02:57 main:574] : INFO : Epoch 1905 | loss: 0.0312122 | val_loss: 0.0312298 | Time: 1697.2 ms [2021-07-05 01:02:58 main:574] : INFO : Epoch 1906 | loss: 0.0312138 | val_loss: 0.0312294 | Time: 1720.17 ms [2021-07-05 01:03:00 main:574] : INFO : Epoch 1907 | loss: 0.0312102 | val_loss: 0.0312367 | Time: 1707.13 ms [2021-07-05 01:03:02 main:574] : INFO : Epoch 1908 | loss: 0.0312096 | val_loss: 0.0312304 | Time: 1707.94 ms [2021-07-05 01:03:03 main:574] : INFO : Epoch 1909 | loss: 0.0312068 | val_loss: 0.0312315 | Time: 1663.27 ms [2021-07-05 01:03:05 main:574] : INFO : Epoch 1910 | loss: 0.0312073 | val_loss: 0.0312283 | Time: 1688.77 ms [2021-07-05 01:03:07 main:574] : INFO : Epoch 1911 | loss: 0.0312073 | val_loss: 0.0312239 | Time: 1674.91 ms [2021-07-05 01:03:08 main:574] : INFO : Epoch 1912 | loss: 0.0312078 | val_loss: 0.0312289 | Time: 1699.26 ms [2021-07-05 01:03:10 main:574] : INFO : Epoch 1913 | loss: 0.0312112 | val_loss: 0.0312355 | Time: 1690.11 ms [2021-07-05 01:03:12 main:574] : INFO : Epoch 1914 | loss: 0.0312084 | val_loss: 0.0312374 | Time: 1704.04 ms [2021-07-05 01:03:14 main:574] : INFO : Epoch 1915 | loss: 0.0312077 | val_loss: 0.0312325 | Time: 1731.63 ms [2021-07-05 01:03:15 main:574] : INFO : Epoch 1916 | loss: 0.0312059 | val_loss: 0.0312276 | Time: 1704.62 ms [2021-07-05 01:03:17 main:574] : INFO : Epoch 1917 | loss: 0.0312081 | val_loss: 0.0312358 | Time: 1678.23 ms [2021-07-05 01:03:19 main:574] : INFO : Epoch 1918 | loss: 0.031212 | val_loss: 0.0312276 | Time: 1694.28 ms [2021-07-05 01:03:20 main:574] : INFO : Epoch 1919 | loss: 0.0312067 | val_loss: 0.0312266 | Time: 1689.82 ms [2021-07-05 01:03:22 main:574] : INFO : Epoch 1920 | loss: 0.0312068 | val_loss: 0.0312261 | Time: 1661.38 ms [2021-07-05 01:03:24 main:574] : INFO : Epoch 1921 | loss: 0.0312043 | val_loss: 0.0312269 | Time: 1677.01 ms [2021-07-05 01:03:25 main:574] : INFO : Epoch 1922 | loss: 0.0312064 | val_loss: 0.0312283 | Time: 1684.92 ms [2021-07-05 01:03:27 main:574] : INFO : Epoch 1923 | loss: 0.0312033 | val_loss: 0.0312287 | Time: 1692.04 ms [2021-07-05 01:03:29 main:574] : INFO : Epoch 1924 | loss: 0.0312048 | val_loss: 0.0312336 | Time: 1668.41 ms [2021-07-05 01:03:30 main:574] : INFO : Epoch 1925 | loss: 0.031206 | val_loss: 0.0312256 | Time: 1687.46 ms [2021-07-05 01:03:32 main:574] : INFO : Epoch 1926 | loss: 0.0312054 | val_loss: 0.0312228 | Time: 1715.39 ms [2021-07-05 01:03:34 main:574] : INFO : Epoch 1927 | loss: 0.0312057 | val_loss: 0.0312268 | Time: 1697.44 ms [2021-07-05 01:03:36 main:574] : INFO : Epoch 1928 | loss: 0.0312039 | val_loss: 0.031223 | Time: 1689.17 ms [2021-07-05 01:03:37 main:574] : INFO : Epoch 1929 | loss: 0.031204 | val_loss: 0.0312228 | Time: 1683.05 ms [2021-07-05 01:03:39 main:574] : INFO : Epoch 1930 | loss: 0.0312031 | val_loss: 0.0312294 | Time: 1698.66 ms [2021-07-05 01:03:41 main:574] : INFO : Epoch 1931 | loss: 0.0312051 | val_loss: 0.0312265 | Time: 1679.36 ms [2021-07-05 01:03:42 main:574] : INFO : Epoch 1932 | loss: 0.0312016 | val_loss: 0.0312256 | Time: 1709.87 ms [2021-07-05 01:03:44 main:574] : INFO : Epoch 1933 | loss: 0.0312039 | val_loss: 0.0312406 | Time: 1705.59 ms [2021-07-05 01:03:46 main:574] : INFO : Epoch 1934 | loss: 0.0312092 | val_loss: 0.0312275 | Time: 1708.21 ms [2021-07-05 01:03:48 main:574] : INFO : Epoch 1935 | loss: 0.0312025 | val_loss: 0.0312235 | Time: 1701.86 ms [2021-07-05 01:03:49 main:574] : INFO : Epoch 1936 | loss: 0.0312015 | val_loss: 0.0312226 | Time: 1700.54 ms [2021-07-05 01:03:51 main:574] : INFO : Epoch 1937 | loss: 0.0312061 | val_loss: 0.031221 | Time: 1676.52 ms [2021-07-05 01:03:53 main:574] : INFO : Epoch 1938 | loss: 0.0312042 | val_loss: 0.0312251 | Time: 1712.82 ms [2021-07-05 01:03:54 main:574] : INFO : Epoch 1939 | loss: 0.0312013 | val_loss: 0.0312317 | Time: 1710.61 ms [2021-07-05 01:03:56 main:574] : INFO : Epoch 1940 | loss: 0.031203 | val_loss: 0.0312254 | Time: 1673.58 ms [2021-07-05 01:03:58 main:574] : INFO : Epoch 1941 | loss: 0.0312023 | val_loss: 0.0312215 | Time: 1706.9 ms [2021-07-05 01:03:59 main:574] : INFO : Epoch 1942 | loss: 0.0312026 | val_loss: 0.0312259 | Time: 1696.21 ms [2021-07-05 01:04:01 main:574] : INFO : Epoch 1943 | loss: 0.0312055 | val_loss: 0.0312221 | Time: 1683.24 ms [2021-07-05 01:04:03 main:574] : INFO : Epoch 1944 | loss: 0.0312041 | val_loss: 0.031222 | Time: 1686.84 ms [2021-07-05 01:04:04 main:574] : INFO : Epoch 1945 | loss: 0.0312032 | val_loss: 0.0312245 | Time: 1651.55 ms [2021-07-05 01:04:06 main:574] : INFO : Epoch 1946 | loss: 0.0312016 | val_loss: 0.031222 | Time: 1695.46 ms [2021-07-05 01:04:08 main:574] : INFO : Epoch 1947 | loss: 0.0312037 | val_loss: 0.0312322 | Time: 1688.5 ms [2021-07-05 01:04:10 main:574] : INFO : Epoch 1948 | loss: 0.0312009 | val_loss: 0.031224 | Time: 1698.09 ms [2021-07-05 01:04:11 main:574] : INFO : Epoch 1949 | loss: 0.0312 | val_loss: 0.0312228 | Time: 1719.11 ms [2021-07-05 01:04:13 main:574] : INFO : Epoch 1950 | loss: 0.031201 | val_loss: 0.0312216 | Time: 1689.07 ms [2021-07-05 01:04:15 main:574] : INFO : Epoch 1951 | loss: 0.0312019 | val_loss: 0.031232 | Time: 1668.15 ms [2021-07-05 01:04:16 main:574] : INFO : Epoch 1952 | loss: 0.0311995 | val_loss: 0.0312281 | Time: 1686.09 ms [2021-07-05 01:04:18 main:574] : INFO : Epoch 1953 | loss: 0.031201 | val_loss: 0.0312222 | Time: 1696.09 ms [2021-07-05 01:04:20 main:574] : INFO : Epoch 1954 | loss: 0.0312019 | val_loss: 0.0312204 | Time: 1691.11 ms [2021-07-05 01:04:21 main:574] : INFO : Epoch 1955 | loss: 0.0311996 | val_loss: 0.0312243 | Time: 1703.76 ms [2021-07-05 01:04:23 main:574] : INFO : Epoch 1956 | loss: 0.0312013 | val_loss: 0.0312219 | Time: 1666.16 ms [2021-07-05 01:04:25 main:574] : INFO : Epoch 1957 | loss: 0.0312001 | val_loss: 0.0312221 | Time: 1696.42 ms [2021-07-05 01:04:27 main:574] : INFO : Epoch 1958 | loss: 0.0312029 | val_loss: 0.0312421 | Time: 1689.99 ms [2021-07-05 01:04:28 main:574] : INFO : Epoch 1959 | loss: 0.0312071 | val_loss: 0.0312263 | Time: 1682.37 ms [2021-07-05 01:04:30 main:574] : INFO : Epoch 1960 | loss: 0.031203 | val_loss: 0.0312307 | Time: 1653.1 ms [2021-07-05 01:04:32 main:574] : INFO : Epoch 1961 | loss: 0.0312009 | val_loss: 0.031224 | Time: 1669.64 ms [2021-07-05 01:04:33 main:574] : INFO : Epoch 1962 | loss: 0.0311977 | val_loss: 0.031232 | Time: 1684.12 ms [2021-07-05 01:04:35 main:574] : INFO : Epoch 1963 | loss: 0.0312012 | val_loss: 0.03123 | Time: 1688.31 ms [2021-07-05 01:04:37 main:574] : INFO : Epoch 1964 | loss: 0.0312015 | val_loss: 0.0312239 | Time: 1708.79 ms [2021-07-05 01:04:38 main:574] : INFO : Epoch 1965 | loss: 0.0312021 | val_loss: 0.0312303 | Time: 1708.88 ms [2021-07-05 01:04:40 main:574] : INFO : Epoch 1966 | loss: 0.0312014 | val_loss: 0.0312287 | Time: 1683.03 ms [2021-07-05 01:04:42 main:574] : INFO : Epoch 1967 | loss: 0.0312004 | val_loss: 0.0312197 | Time: 1710.57 ms [2021-07-05 01:04:43 main:574] : INFO : Epoch 1968 | loss: 0.0312017 | val_loss: 0.0312232 | Time: 1696.57 ms [2021-07-05 01:04:45 main:574] : INFO : Epoch 1969 | loss: 0.0311979 | val_loss: 0.0312237 | Time: 1676.55 ms [2021-07-05 01:04:47 main:574] : INFO : Epoch 1970 | loss: 0.0311969 | val_loss: 0.031226 | Time: 1702.67 ms [2021-07-05 01:04:48 main:574] : INFO : Epoch 1971 | loss: 0.0311962 | val_loss: 0.0312257 | Time: 1680.97 ms [2021-07-05 01:04:50 main:574] : INFO : Epoch 1972 | loss: 0.0311993 | val_loss: 0.0312331 | Time: 1698.96 ms [2021-07-05 01:04:52 main:574] : INFO : Epoch 1973 | loss: 0.0311987 | val_loss: 0.0312263 | Time: 1693.21 ms [2021-07-05 01:04:54 main:574] : INFO : Epoch 1974 | loss: 0.0312017 | val_loss: 0.031227 | Time: 1689.8 ms [2021-07-05 01:04:55 main:574] : INFO : Epoch 1975 | loss: 0.0311971 | val_loss: 0.0312222 | Time: 1705.23 ms [2021-07-05 01:04:57 main:574] : INFO : Epoch 1976 | loss: 0.0311952 | val_loss: 0.0312293 | Time: 1688.51 ms [2021-07-05 01:04:59 main:574] : INFO : Epoch 1977 | loss: 0.031207 | val_loss: 0.0312291 | Time: 1708.86 ms [2021-07-05 01:05:00 main:574] : INFO : Epoch 1978 | loss: 0.0312028 | val_loss: 0.0312339 | Time: 1701.23 ms [2021-07-05 01:05:02 main:574] : INFO : Epoch 1979 | loss: 0.0311973 | val_loss: 0.0312273 | Time: 1689.08 ms [2021-07-05 01:05:04 main:574] : INFO : Epoch 1980 | loss: 0.0311945 | val_loss: 0.0312256 | Time: 1679.74 ms [2021-07-05 01:05:05 main:574] : INFO : Epoch 1981 | loss: 0.0311939 | val_loss: 0.0312206 | Time: 1695.73 ms [2021-07-05 01:05:07 main:574] : INFO : Epoch 1982 | loss: 0.0311969 | val_loss: 0.0312227 | Time: 1695.7 ms [2021-07-05 01:05:09 main:574] : INFO : Epoch 1983 | loss: 0.0311954 | val_loss: 0.031229 | Time: 1715.74 ms [2021-07-05 01:05:11 main:574] : INFO : Epoch 1984 | loss: 0.031194 | val_loss: 0.0312239 | Time: 1661.56 ms [2021-07-05 01:05:12 main:574] : INFO : Epoch 1985 | loss: 0.0311982 | val_loss: 0.0312247 | Time: 1678.65 ms [2021-07-05 01:05:14 main:574] : INFO : Epoch 1986 | loss: 0.0311923 | val_loss: 0.0312238 | Time: 1726.58 ms [2021-07-05 01:05:16 main:574] : INFO : Epoch 1987 | loss: 0.0311965 | val_loss: 0.0312277 | Time: 1688.55 ms [2021-07-05 01:05:17 main:574] : INFO : Epoch 1988 | loss: 0.0311947 | val_loss: 0.0312292 | Time: 1735.19 ms [2021-07-05 01:05:19 main:574] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0312265 | Time: 1713.11 ms [2021-07-05 01:05:21 main:574] : INFO : Epoch 1990 | loss: 0.0311926 | val_loss: 0.0312292 | Time: 1702.25 ms [2021-07-05 01:05:23 main:574] : INFO : Epoch 1991 | loss: 0.0311989 | val_loss: 0.0312314 | Time: 1730.86 ms [2021-07-05 01:05:24 main:574] : INFO : Epoch 1992 | loss: 0.0311943 | val_loss: 0.0312237 | Time: 1709.06 ms [2021-07-05 01:05:26 main:574] : INFO : Epoch 1993 | loss: 0.0311926 | val_loss: 0.0312217 | Time: 1690.33 ms [2021-07-05 01:05:28 main:574] : INFO : Epoch 1994 | loss: 0.0311933 | val_loss: 0.0312265 | Time: 1685.68 ms [2021-07-05 01:05:29 main:574] : INFO : Epoch 1995 | loss: 0.0311971 | val_loss: 0.0312333 | Time: 1688.14 ms [2021-07-05 01:05:31 main:574] : INFO : Epoch 1996 | loss: 0.0311943 | val_loss: 0.0312229 | Time: 1677.85 ms [2021-07-05 01:05:33 main:574] : INFO : Epoch 1997 | loss: 0.0311926 | val_loss: 0.0312266 | Time: 1659.52 ms [2021-07-05 01:05:34 main:574] : INFO : Epoch 1998 | loss: 0.0311913 | val_loss: 0.0312203 | Time: 1675.87 ms [2021-07-05 01:05:36 main:574] : INFO : Epoch 1999 | loss: 0.0311952 | val_loss: 0.0312254 | Time: 1669.24 ms [2021-07-05 01:05:38 main:574] : INFO : Epoch 2000 | loss: 0.0311943 | val_loss: 0.0312373 | Time: 1677.65 ms [2021-07-05 01:05:39 main:574] : INFO : Epoch 2001 | loss: 0.0311994 | val_loss: 0.0312227 | Time: 1687.16 ms [2021-07-05 01:05:41 main:574] : INFO : Epoch 2002 | loss: 0.0311935 | val_loss: 0.0312245 | Time: 1671.88 ms [2021-07-05 01:05:43 main:574] : INFO : Epoch 2003 | loss: 0.031194 | val_loss: 0.0312258 | Time: 1681.84 ms [2021-07-05 01:05:44 main:574] : INFO : Epoch 2004 | loss: 0.0311949 | val_loss: 0.0312232 | Time: 1681.39 ms [2021-07-05 01:05:46 main:574] : INFO : Epoch 2005 | loss: 0.0311957 | val_loss: 0.0312203 | Time: 1715.33 ms [2021-07-05 01:05:48 main:574] : INFO : Epoch 2006 | loss: 0.0311971 | val_loss: 0.0312243 | Time: 1670.08 ms [2021-07-05 01:05:50 main:574] : INFO : Epoch 2007 | loss: 0.0312113 | val_loss: 0.0312164 | Time: 1697.86 ms [2021-07-05 01:05:51 main:574] : INFO : Epoch 2008 | loss: 0.0312079 | val_loss: 0.0312162 | Time: 1675.05 ms [2021-07-05 01:05:53 main:574] : INFO : Epoch 2009 | loss: 0.0312065 | val_loss: 0.031217 | Time: 1675.94 ms [2021-07-05 01:05:55 main:574] : INFO : Epoch 2010 | loss: 0.0312062 | val_loss: 0.0312121 | Time: 1677.09 ms [2021-07-05 01:05:56 main:574] : INFO : Epoch 2011 | loss: 0.0312038 | val_loss: 0.0312111 | Time: 1699.35 ms [2021-07-05 01:05:58 main:574] : INFO : Epoch 2012 | loss: 0.0312041 | val_loss: 0.0312192 | Time: 1705.53 ms [2021-07-05 01:06:00 main:574] : INFO : Epoch 2013 | loss: 0.0312048 | val_loss: 0.0312221 | Time: 1679.79 ms [2021-07-05 01:06:01 main:574] : INFO : Epoch 2014 | loss: 0.0312027 | val_loss: 0.0312146 | Time: 1667.47 ms [2021-07-05 01:06:03 main:574] : INFO : Epoch 2015 | loss: 0.0311995 | val_loss: 0.0312154 | Time: 1708.26 ms [2021-07-05 01:06:05 main:574] : INFO : Epoch 2016 | loss: 0.0312026 | val_loss: 0.0312176 | Time: 1712.56 ms [2021-07-05 01:06:06 main:574] : INFO : Epoch 2017 | loss: 0.0311975 | val_loss: 0.0312152 | Time: 1691.44 ms [2021-07-05 01:06:08 main:574] : INFO : Epoch 2018 | loss: 0.0311959 | val_loss: 0.0312231 | Time: 1696.92 ms [2021-07-05 01:06:10 main:574] : INFO : Epoch 2019 | loss: 0.0311959 | val_loss: 0.0312161 | Time: 1665.3 ms [2021-07-05 01:06:12 main:574] : INFO : Epoch 2020 | loss: 0.0311967 | val_loss: 0.0312151 | Time: 1675.53 ms [2021-07-05 01:06:13 main:574] : INFO : Epoch 2021 | loss: 0.031196 | val_loss: 0.0312142 | Time: 1692.97 ms [2021-07-05 01:06:15 main:574] : INFO : Epoch 2022 | loss: 0.0311961 | val_loss: 0.0312204 | Time: 1704.55 ms [2021-07-05 01:06:17 main:574] : INFO : Epoch 2023 | loss: 0.0312044 | val_loss: 0.0312353 | Time: 1690.52 ms [2021-07-05 01:06:18 main:574] : INFO : Epoch 2024 | loss: 0.0312032 | val_loss: 0.0312166 | Time: 1687.22 ms [2021-07-05 01:06:20 main:574] : INFO : Epoch 2025 | loss: 0.0311957 | val_loss: 0.0312186 | Time: 1694.23 ms [2021-07-05 01:06:22 main:574] : INFO : Epoch 2026 | loss: 0.0311948 | val_loss: 0.0312207 | Time: 1654.6 ms [2021-07-05 01:06:23 main:574] : INFO : Epoch 2027 | loss: 0.031194 | val_loss: 0.0312243 | Time: 1706.1 ms [2021-07-05 01:06:25 main:574] : INFO : Epoch 2028 | loss: 0.031206 | val_loss: 0.0312235 | Time: 1681.25 ms [2021-07-05 01:06:27 main:574] : INFO : Epoch 2029 | loss: 0.0312028 | val_loss: 0.0312236 | Time: 1676.68 ms [2021-07-05 01:06:28 main:574] : INFO : Epoch 2030 | loss: 0.0312013 | val_loss: 0.0312208 | Time: 1686.45 ms [2021-07-05 01:06:30 main:574] : INFO : Epoch 2031 | loss: 0.0311979 | val_loss: 0.0312149 | Time: 1710.96 ms [2021-07-05 01:06:32 main:574] : INFO : Epoch 2032 | loss: 0.031196 | val_loss: 0.0312176 | Time: 1675.21 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080 Ti) [2021-07-05 01:24:18 main:435] : INFO : Set logging level to 1 [2021-07-05 01:24:18 main:441] : INFO : Running in BOINC Client mode [2021-07-05 01:24:18 main:444] : INFO : Resolving all filenames [2021-07-05 01:24:18 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 01:24:18 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099753-30404-0_0_r930983648_1 (exists = 1) [2021-07-05 01:24:18 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099753-30404-0_0_r930983648_0 (exists = 0) [2021-07-05 01:24:18 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 01:24:18 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 01:24:18 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 01:24:18 main:474] : INFO : Configuration: [2021-07-05 01:24:18 main:475] : INFO : Model type: GRU [2021-07-05 01:24:18 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 01:24:18 main:477] : INFO : Max Epochs: 2048 [2021-07-05 01:24:18 main:478] : INFO : Batch Size: 128 [2021-07-05 01:24:18 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 01:24:18 main:480] : INFO : Patience: 10 [2021-07-05 01:24:18 main:481] : INFO : Hidden Width: 12 [2021-07-05 01:24:18 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 01:24:18 main:483] : INFO : # Backend Layers: 4 [2021-07-05 01:24:18 main:484] : INFO : # Threads: 1 [2021-07-05 01:24:18 main:486] : INFO : Preparing Dataset [2021-07-05 01:24:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 01:24:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 01:24:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 01:24:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 01:24:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 01:24:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 01:24:20 main:494] : INFO : Creating Model [2021-07-05 01:24:20 main:507] : INFO : Preparing config file [2021-07-05 01:24:20 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 01:24:20 main:512] : INFO : Loading config [2021-07-05 01:24:20 main:514] : INFO : Loading state [2021-07-05 01:24:21 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 01:24:21 main:562] : INFO : Starting Training [2021-07-05 01:24:24 main:574] : INFO : Epoch 2014 | loss: 0.0314064 | val_loss: 0.0313051 | Time: 2874.37 ms [2021-07-05 01:24:27 main:574] : INFO : Epoch 2015 | loss: 0.0312676 | val_loss: 0.0312588 | Time: 2407.91 ms [2021-07-05 01:24:29 main:574] : INFO : Epoch 2016 | loss: 0.0312525 | val_loss: 0.0312499 | Time: 2402.15 ms [2021-07-05 01:24:32 main:574] : INFO : Epoch 2017 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 2455.57 ms [2021-07-05 01:24:34 main:574] : INFO : Epoch 2018 | loss: 0.031243 | val_loss: 0.0312375 | Time: 2479.85 ms [2021-07-05 01:24:37 main:574] : INFO : Epoch 2019 | loss: 0.0312295 | val_loss: 0.031218 | Time: 2437.54 ms [2021-07-05 01:24:39 main:574] : INFO : Epoch 2020 | loss: 0.0312181 | val_loss: 0.0312435 | Time: 2527.95 ms [2021-07-05 01:24:42 main:574] : INFO : Epoch 2021 | loss: 0.0312185 | val_loss: 0.0312145 | Time: 2441.06 ms [2021-07-05 01:24:44 main:574] : INFO : Epoch 2022 | loss: 0.0312077 | val_loss: 0.0312119 | Time: 2370.71 ms [2021-07-05 01:24:46 main:574] : INFO : Epoch 2023 | loss: 0.0312015 | val_loss: 0.0311973 | Time: 2450.39 ms [2021-07-05 01:24:49 main:574] : INFO : Epoch 2024 | loss: 0.0311962 | val_loss: 0.031196 | Time: 2391.74 ms [2021-07-05 01:24:51 main:574] : INFO : Epoch 2025 | loss: 0.0311917 | val_loss: 0.0311885 | Time: 2446.76 ms [2021-07-05 01:24:54 main:574] : INFO : Epoch 2026 | loss: 0.0311895 | val_loss: 0.0311875 | Time: 2453.9 ms [2021-07-05 01:24:56 main:574] : INFO : Epoch 2027 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 2447.48 ms [2021-07-05 01:24:59 main:574] : INFO : Epoch 2028 | loss: 0.0311849 | val_loss: 0.0311837 | Time: 2438.54 ms [2021-07-05 01:25:01 main:574] : INFO : Epoch 2029 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 2409.02 ms [2021-07-05 01:25:03 main:574] : INFO : Epoch 2030 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2357.31 ms [2021-07-05 01:25:06 main:574] : INFO : Epoch 2031 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2380.11 ms [2021-07-05 01:25:08 main:574] : INFO : Epoch 2032 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 2401.68 ms [2021-07-05 01:25:11 main:574] : INFO : Epoch 2033 | loss: 0.0311776 | val_loss: 0.0311788 | Time: 2434.82 ms [2021-07-05 01:25:13 main:574] : INFO : Epoch 2034 | loss: 0.031176 | val_loss: 0.0311775 | Time: 2478.04 ms [2021-07-05 01:25:15 main:574] : INFO : Epoch 2035 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 2411.22 ms [2021-07-05 01:25:18 main:574] : INFO : Epoch 2036 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2352.25 ms [2021-07-05 01:25:20 main:574] : INFO : Epoch 2037 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 2399.48 ms [2021-07-05 01:25:23 main:574] : INFO : Epoch 2038 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 2426.48 ms [2021-07-05 01:25:25 main:574] : INFO : Epoch 2039 | loss: 0.031166 | val_loss: 0.0311751 | Time: 2446.99 ms [2021-07-05 01:25:28 main:574] : INFO : Epoch 2040 | loss: 0.03117 | val_loss: 0.0311731 | Time: 2451.83 ms [2021-07-05 01:25:30 main:574] : INFO : Epoch 2041 | loss: 0.0311654 | val_loss: 0.031174 | Time: 2511.32 ms [2021-07-05 01:25:32 main:574] : INFO : Epoch 2042 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 2357.48 ms [2021-07-05 01:25:35 main:574] : INFO : Epoch 2043 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 2425.17 ms [2021-07-05 01:25:37 main:574] : INFO : Epoch 2044 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2429.86 ms [2021-07-05 01:25:40 main:574] : INFO : Epoch 2045 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 2402.97 ms [2021-07-05 01:25:42 main:574] : INFO : Epoch 2046 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 2434.97 ms [2021-07-05 01:25:45 main:574] : INFO : Epoch 2047 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 2470.49 ms [2021-07-05 01:25:47 main:574] : INFO : Epoch 2048 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 2461.71 ms [2021-07-05 01:25:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311708 [2021-07-05 01:25:47 main:603] : INFO : Saving end state to config to file [2021-07-05 01:25:47 main:608] : INFO : Success, exiting.. 01:25:47 (11812): 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)