Task 14596704
| Name | ParityModified-1647043020-31112-3-0_0 |
| Workunit | 11618170 |
| Created | 11 Apr 2022, 5:44:39 UTC |
| Sent | 11 Apr 2022, 6:09:24 UTC |
| Report deadline | 19 Apr 2022, 6:09:24 UTC |
| Received | 13 Apr 2022, 14:55:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21390 |
| Run time | 3 hours 37 min 49 sec |
| CPU time | 2 hours 57 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 916.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 76 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 6278.33 ms [2022-04-11 23:03:54 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 16334.8 ms [2022-04-11 23:04:01 main:574] : INFO : Epoch 1578 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6281.83 ms [2022-04-11 23:04:07 main:574] : INFO : Epoch 1579 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 6247.85 ms [2022-04-11 23:04:14 main:574] : INFO : Epoch 1580 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6251.59 ms [2022-04-11 23:04:20 main:574] : INFO : Epoch 1581 | loss: 0.03125 | val_loss: 0.0312515 | Time: 6307.35 ms [2022-04-11 23:04:26 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6282.96 ms [2022-04-11 23:04:33 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 6384.94 ms [2022-04-11 23:04:39 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6328.99 ms [2022-04-11 23:04:46 main:574] : INFO : Epoch 1585 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6345.24 ms [2022-04-11 23:04:52 main:574] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 6333.72 ms [2022-04-11 23:04:59 main:574] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 6370.06 ms [2022-04-11 23:05:05 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 6336.03 ms [2022-04-11 23:05:11 main:574] : INFO : Epoch 1589 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 6180.91 ms [2022-04-11 23:05:18 main:574] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6311.23 ms [2022-04-11 23:05:24 main:574] : INFO : Epoch 1591 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6293.83 ms [2022-04-11 23:05:31 main:574] : INFO : Epoch 1592 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6391.67 ms [2022-04-11 23:05:37 main:574] : INFO : Epoch 1593 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 6304.99 ms [2022-04-11 23:05:44 main:574] : INFO : Epoch 1594 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6370.34 ms [2022-04-11 23:05:50 main:574] : INFO : Epoch 1595 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 6251.98 ms [2022-04-11 23:05:56 main:574] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6341.05 ms [2022-04-11 23:06:03 main:574] : INFO : Epoch 1597 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 6228.74 ms [2022-04-11 23:06:09 main:574] : INFO : Epoch 1598 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 6293.84 ms [2022-04-11 23:06:15 main:574] : INFO : Epoch 1599 | loss: 0.0312505 | val_loss: 0.0312546 | Time: 6245.64 ms [2022-04-11 23:06:22 main:574] : INFO : Epoch 1600 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 6198.68 ms [2022-04-11 23:06:28 main:574] : INFO : Epoch 1601 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 6295.91 ms [2022-04-11 23:06:34 main:574] : INFO : Epoch 1602 | loss: 0.031251 | val_loss: 0.0312507 | Time: 6216.92 ms [2022-04-11 23:06:40 main:574] : INFO : Epoch 1603 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6194.68 ms [2022-04-11 23:06:47 main:574] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 6193.13 ms [2022-04-11 23:06:53 main:574] : INFO : Epoch 1605 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6216.64 ms [2022-04-11 23:06:59 main:574] : INFO : Epoch 1606 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6136.65 ms [2022-04-11 23:07:06 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6368.83 ms [2022-04-11 23:07:12 main:574] : INFO : Epoch 1608 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 6299.46 ms [2022-04-11 23:07:18 main:574] : INFO : Epoch 1609 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 6187.87 ms [2022-04-11 23:07:25 main:574] : INFO : Epoch 1610 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6290.63 ms [2022-04-11 23:07:31 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6346.75 ms [2022-04-11 23:07:37 main:574] : INFO : Epoch 1612 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 6320.75 ms [2022-04-11 23:07:44 main:574] : INFO : Epoch 1613 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 6186.47 ms [2022-04-11 23:07:50 main:574] : INFO : Epoch 1614 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 6301.31 ms [2022-04-11 23:07:56 main:574] : INFO : Epoch 1615 | loss: 0.0312511 | val_loss: 0.0312543 | Time: 6370.97 ms [2022-04-11 23:08:03 main:574] : INFO : Epoch 1616 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 6339.06 ms [2022-04-11 23:08:09 main:574] : INFO : Epoch 1617 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 6275.7 ms [2022-04-11 23:08:16 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6252.62 ms [2022-04-11 23:08:22 main:574] : INFO : Epoch 1619 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 6292.42 ms [2022-04-11 23:08:28 main:574] : INFO : Epoch 1620 | loss: 0.0312511 | val_loss: 0.031254 | Time: 6278.44 ms [2022-04-11 23:08:35 main:574] : INFO : Epoch 1621 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 6168.83 ms [2022-04-11 23:08:41 main:574] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6376.15 ms [2022-04-11 23:08:47 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 6290.8 ms [2022-04-11 23:08:54 main:574] : INFO : Epoch 1624 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6383.33 ms [2022-04-11 23:09:00 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6277.55 ms [2022-04-11 23:09:07 main:574] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312514 | Time: 6348.51 ms [2022-04-11 23:09:13 main:574] : INFO : Epoch 1627 | loss: 0.0312519 | val_loss: 0.0312535 | Time: 6310.64 ms [2022-04-11 23:09:20 main:574] : INFO : Epoch 1628 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 6306.94 ms [2022-04-11 23:09:26 main:574] : INFO : Epoch 1629 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 6327.95 ms [2022-04-11 23:09:32 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 6307.18 ms [2022-04-11 23:09:39 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6416.37 ms [2022-04-11 23:09:45 main:574] : INFO : Epoch 1632 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6326.35 ms [2022-04-11 23:09:52 main:574] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6388.68 ms [2022-04-11 23:09:58 main:574] : INFO : Epoch 1634 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 6365.29 ms [2022-04-11 23:10:05 main:574] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6185.98 ms [2022-04-11 23:10:11 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6168.12 ms [2022-04-11 23:10:17 main:574] : INFO : Epoch 1637 | loss: 0.03125 | val_loss: 0.0312501 | Time: 6167.56 ms [2022-04-11 23:10:23 main:574] : INFO : Epoch 1638 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 6293.51 ms [2022-04-11 23:10:40 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 16410.1 ms [2022-04-11 23:10:46 main:574] : INFO : Epoch 1640 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 6190.93 ms [2022-04-11 23:10:52 main:574] : INFO : Epoch 1641 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6257.96 ms [2022-04-11 23:10:59 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6444.39 ms [2022-04-11 23:11:05 main:574] : INFO : Epoch 1643 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6155.04 ms [2022-04-11 23:11:12 main:574] : INFO : Epoch 1644 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 6250.45 ms [2022-04-11 23:11:18 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6249.3 ms [2022-04-11 23:11:24 main:574] : INFO : Epoch 1646 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 6237.52 ms [2022-04-11 23:11:31 main:574] : INFO : Epoch 1647 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 6338.51 ms [2022-04-11 23:11:37 main:574] : INFO : Epoch 1648 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 6252.07 ms [2022-04-11 23:11:43 main:574] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6335.81 ms [2022-04-11 23:11:50 main:574] : INFO : Epoch 1650 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6319.34 ms [2022-04-11 23:11:56 main:574] : INFO : Epoch 1651 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6228.11 ms [2022-04-11 23:12:02 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6252.72 ms [2022-04-11 23:12:09 main:574] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 6270.22 ms [2022-04-11 23:12:15 main:574] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 6294.53 ms [2022-04-11 23:12:22 main:574] : INFO : Epoch 1655 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 6392.73 ms [2022-04-11 23:12:28 main:574] : INFO : Epoch 1656 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 6291.27 ms [2022-04-11 23:12:34 main:574] : INFO : Epoch 1657 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 6158.76 ms [2022-04-11 23:12:40 main:574] : INFO : Epoch 1658 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 6246.08 ms [2022-04-11 23:12:47 main:574] : INFO : Epoch 1659 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 6394.59 ms [2022-04-11 23:12:53 main:574] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6230.64 ms [2022-04-11 23:12:59 main:574] : INFO : Epoch 1661 | loss: 0.0312499 | val_loss: 0.031251 | Time: 6213.46 ms [2022-04-11 23:13:06 main:574] : INFO : Epoch 1662 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 6180.43 ms [2022-04-11 23:13:12 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6324.97 ms [2022-04-11 23:13:18 main:574] : INFO : Epoch 1664 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 6248.6 ms [2022-04-11 23:13:25 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 6139.71 ms [2022-04-11 23:13:31 main:574] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6204.4 ms [2022-04-11 23:13:37 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 6418.3 ms [2022-04-11 23:13:44 main:574] : INFO : Epoch 1668 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6213.62 ms [2022-04-11 23:13:50 main:574] : INFO : Epoch 1669 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 6175.3 ms [2022-04-11 23:13:56 main:574] : INFO : Epoch 1670 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 6227.26 ms [2022-04-11 23:14:03 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6350.32 ms [2022-04-11 23:14:09 main:574] : INFO : Epoch 1672 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6257.44 ms [2022-04-11 23:14:15 main:574] : INFO : Epoch 1673 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 6241.78 ms [2022-04-11 23:14:22 main:574] : INFO : Epoch 1674 | loss: 0.0312517 | val_loss: 0.031253 | Time: 6393.36 ms [2022-04-11 23:14:28 main:574] : INFO : Epoch 1675 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6331.53 ms [2022-04-11 23:14:35 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6220.7 ms [2022-04-11 23:14:41 main:574] : INFO : Epoch 1677 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 6317.1 ms [2022-04-11 23:14:48 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 6356.15 ms [2022-04-11 23:14:54 main:574] : INFO : Epoch 1679 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6311.04 ms [2022-04-11 23:15:00 main:574] : INFO : Epoch 1680 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6199.84 ms [2022-04-11 23:15:07 main:574] : INFO : Epoch 1681 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6297.72 ms [2022-04-11 23:15:13 main:574] : INFO : Epoch 1682 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6199.32 ms [2022-04-11 23:15:19 main:574] : INFO : Epoch 1683 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 6446.43 ms [2022-04-11 23:15:26 main:574] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6302.11 ms [2022-04-11 23:15:32 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312514 | Time: 6214.75 ms [2022-04-11 23:15:38 main:574] : INFO : Epoch 1686 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6256.64 ms [2022-04-11 23:15:45 main:574] : INFO : Epoch 1687 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 6198.75 ms [2022-04-11 23:15:51 main:574] : INFO : Epoch 1688 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6282.4 ms [2022-04-11 23:15:57 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 6312.06 ms [2022-04-11 23:16:04 main:574] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6447.15 ms [2022-04-11 23:16:10 main:574] : INFO : Epoch 1691 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 6350.86 ms [2022-04-11 23:16:17 main:574] : INFO : Epoch 1692 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 6264.24 ms [2022-04-11 23:16:23 main:574] : INFO : Epoch 1693 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6306.79 ms [2022-04-11 23:16:30 main:574] : INFO : Epoch 1694 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6323.07 ms [2022-04-11 23:16:36 main:574] : INFO : Epoch 1695 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6228.46 ms [2022-04-11 23:16:42 main:574] : INFO : Epoch 1696 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6232.89 ms [2022-04-11 23:16:48 main:574] : INFO : Epoch 1697 | loss: 0.0312512 | val_loss: 0.0312546 | Time: 6220.73 ms [2022-04-11 23:16:55 main:574] : INFO : Epoch 1698 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 6336.14 ms [2022-04-11 23:17:01 main:574] : INFO : Epoch 1699 | loss: 0.0312498 | val_loss: 0.031251 | Time: 6350.52 ms [2022-04-11 23:17:08 main:574] : INFO : Epoch 1700 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 6380.67 ms [2022-04-11 23:17:14 main:574] : INFO : Epoch 1701 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 6307.02 ms [2022-04-11 23:17:21 main:574] : INFO : Epoch 1702 | loss: 0.031251 | val_loss: 0.0312505 | Time: 6341.25 ms [2022-04-11 23:17:27 main:574] : INFO : Epoch 1703 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6346.57 ms [2022-04-11 23:17:33 main:574] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 6186.5 ms [2022-04-11 23:17:40 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6180.34 ms [2022-04-11 23:17:46 main:574] : INFO : Epoch 1706 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6371.73 ms [2022-04-11 23:17:53 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6400.78 ms [2022-04-11 23:17:59 main:574] : INFO : Epoch 1708 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6281.06 ms [2022-04-11 23:18:05 main:574] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 6335.34 ms [2022-04-11 23:18:12 main:574] : INFO : Epoch 1710 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6245.84 ms [2022-04-11 23:18:18 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6227.85 ms [2022-04-11 23:18:24 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6159.65 ms [2022-04-11 23:18:31 main:574] : INFO : Epoch 1713 | loss: 0.03125 | val_loss: 0.031251 | Time: 6327.18 ms [2022-04-11 23:18:37 main:574] : INFO : Epoch 1714 | loss: 0.031251 | val_loss: 0.0312558 | Time: 6153.69 ms [2022-04-11 23:18:43 main:574] : INFO : Epoch 1715 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 6308 ms [2022-04-11 23:18:50 main:574] : INFO : Epoch 1716 | loss: 0.0312511 | val_loss: 0.031251 | Time: 6334.36 ms [2022-04-11 23:18:56 main:574] : INFO : Epoch 1717 | loss: 0.03125 | val_loss: 0.0312505 | Time: 6354.08 ms [2022-04-11 23:19:02 main:574] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 6168.69 ms [2022-04-11 23:19:09 main:574] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6214.27 ms [2022-04-11 23:19:15 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 6390.62 ms [2022-04-11 23:19:22 main:574] : INFO : Epoch 1721 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6376.39 ms [2022-04-11 23:19:28 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 6339.08 ms [2022-04-11 23:19:34 main:574] : INFO : Epoch 1723 | loss: 0.031251 | val_loss: 0.0312501 | Time: 6293.01 ms [2022-04-11 23:19:41 main:574] : INFO : Epoch 1724 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 6283.72 ms [2022-04-11 23:19:47 main:574] : INFO : Epoch 1725 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 6243.11 ms [2022-04-11 23:19:53 main:574] : INFO : Epoch 1726 | loss: 0.03125 | val_loss: 0.031251 | Time: 6277.65 ms [2022-04-11 23:20:00 main:574] : INFO : Epoch 1727 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 6345.16 ms [2022-04-11 23:20:06 main:574] : INFO : Epoch 1728 | loss: 0.031251 | val_loss: 0.0312503 | Time: 6171.85 ms [2022-04-11 23:20:12 main:574] : INFO : Epoch 1729 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6189.75 ms [2022-04-11 23:20:19 main:574] : INFO : Epoch 1730 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6246.02 ms [2022-04-11 23:20:25 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6147.6 ms [2022-04-11 23:20:31 main:574] : INFO : Epoch 1732 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6377.2 ms [2022-04-11 23:20:38 main:574] : INFO : Epoch 1733 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6212.38 ms [2022-04-11 23:20:44 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6192.21 ms [2022-04-11 23:20:50 main:574] : INFO : Epoch 1735 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 6309.92 ms [2022-04-11 23:20:57 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6240.01 ms [2022-04-11 23:21:03 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 6239.56 ms [2022-04-11 23:21:09 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 6347.87 ms [2022-04-11 23:21:16 main:574] : INFO : Epoch 1739 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6212.56 ms [2022-04-11 23:21:22 main:574] : INFO : Epoch 1740 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 6183.7 ms [2022-04-11 23:21:28 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6203.11 ms [2022-04-11 23:21:34 main:574] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 6156.74 ms [2022-04-11 23:21:41 main:574] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 6177.4 ms [2022-04-11 23:21:47 main:574] : INFO : Epoch 1744 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 6278.93 ms [2022-04-11 23:21:53 main:574] : INFO : Epoch 1745 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6175.74 ms [2022-04-11 23:22:00 main:574] : INFO : Epoch 1746 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 6347.33 ms [2022-04-11 23:22:06 main:574] : INFO : Epoch 1747 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 6305.85 ms [2022-04-11 23:22:12 main:574] : INFO : Epoch 1748 | loss: 0.0312506 | val_loss: 0.03125 | Time: 6298.73 ms [2022-04-11 23:22:19 main:574] : INFO : Epoch 1749 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6182.03 ms [2022-04-11 23:22:25 main:574] : INFO : Epoch 1750 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6218.91 ms [2022-04-11 23:22:31 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 6216.67 ms [2022-04-11 23:22:37 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6183.38 ms [2022-04-11 23:22:44 main:574] : INFO : Epoch 1753 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6200.62 ms [2022-04-11 23:22:50 main:574] : INFO : Epoch 1754 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6228.43 ms [2022-04-11 23:22:56 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6212.37 ms [2022-04-11 23:23:03 main:574] : INFO : Epoch 1756 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 6397.96 ms [2022-04-11 23:23:09 main:574] : INFO : Epoch 1757 | loss: 0.0312503 | val_loss: 0.031251 | Time: 6229.45 ms [2022-04-11 23:23:16 main:574] : INFO : Epoch 1758 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6401.2 ms [2022-04-11 23:23:22 main:574] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6240.35 ms [2022-04-11 23:23:28 main:574] : INFO : Epoch 1760 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 6181.88 ms [2022-04-11 23:23:35 main:574] : INFO : Epoch 1761 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 6326.58 ms [2022-04-11 23:23:41 main:574] : INFO : Epoch 1762 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6328.63 ms [2022-04-11 23:23:47 main:574] : INFO : Epoch 1763 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 6332.11 ms [2022-04-11 23:23:54 main:574] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6183 ms [2022-04-11 23:24:00 main:574] : INFO : Epoch 1765 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6392.55 ms [2022-04-11 23:24:06 main:574] : INFO : Epoch 1766 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6191.05 ms [2022-04-11 23:24:13 main:574] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 6203.46 ms [2022-04-11 23:24:19 main:574] : INFO : Epoch 1768 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 6262.44 ms [2022-04-11 23:24:25 main:574] : INFO : Epoch 1769 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 6181.63 ms [2022-04-11 23:24:32 main:574] : INFO : Epoch 1770 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 6297.92 ms [2022-04-11 23:24:38 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 6345 ms [2022-04-11 23:24:44 main:574] : INFO : Epoch 1772 | loss: 0.0312502 | val_loss: 0.031251 | Time: 6286.55 ms [2022-04-11 23:24:51 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6136.03 ms [2022-04-11 23:24:57 main:574] : INFO : Epoch 1774 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 6216.41 ms [2022-04-11 23:25:03 main:574] : INFO : Epoch 1775 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6332.39 ms [2022-04-11 23:25:10 main:574] : INFO : Epoch 1776 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 6165.93 ms [2022-04-11 23:25:16 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 6295.15 ms [2022-04-11 23:25:22 main:574] : INFO : Epoch 1778 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 6324.48 ms [2022-04-11 23:25:29 main:574] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.03125 | Time: 6324.26 ms [2022-04-11 23:25:35 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6227.93 ms [2022-04-11 23:25:42 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6349.38 ms [2022-04-11 23:25:48 main:574] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6231.47 ms [2022-04-11 23:25:54 main:574] : INFO : Epoch 1783 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 6185.53 ms [2022-04-11 23:26:01 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 6391.12 ms [2022-04-11 23:26:07 main:574] : INFO : Epoch 1785 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6370.66 ms [2022-04-11 23:26:13 main:574] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 6194.77 ms [2022-04-11 23:26:20 main:574] : INFO : Epoch 1787 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 6271.44 ms [2022-04-11 23:26:26 main:574] : INFO : Epoch 1788 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 6327.89 ms [2022-04-11 23:26:33 main:574] : INFO : Epoch 1789 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6357.64 ms [2022-04-11 23:26:39 main:574] : INFO : Epoch 1790 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 6201.52 ms [2022-04-11 23:26:45 main:574] : INFO : Epoch 1791 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6342.64 ms [2022-04-11 23:26:52 main:574] : INFO : Epoch 1792 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 6240.79 ms [2022-04-11 23:26:58 main:574] : INFO : Epoch 1793 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 6395.99 ms [2022-04-11 23:27:04 main:574] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6211.38 ms [2022-04-11 23:27:11 main:574] : INFO : Epoch 1795 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6239.21 ms [2022-04-11 23:27:17 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 6366.87 ms [2022-04-11 23:27:24 main:574] : INFO : Epoch 1797 | loss: 0.03125 | val_loss: 0.0312517 | Time: 6439.39 ms [2022-04-11 23:27:30 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6218.75 ms [2022-04-11 23:27:36 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 6319.04 ms [2022-04-11 23:27:43 main:574] : INFO : Epoch 1800 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 6197.42 ms [2022-04-11 23:27:49 main:574] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 6232.19 ms [2022-04-11 23:27:55 main:574] : INFO : Epoch 1802 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 6261.41 ms [2022-04-11 23:28:02 main:574] : INFO : Epoch 1803 | loss: 0.03125 | val_loss: 0.0312511 | Time: 6393.64 ms [2022-04-11 23:28:08 main:574] : INFO : Epoch 1804 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 6227.62 ms [2022-04-11 23:28:14 main:574] : INFO : Epoch 1805 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6183.08 ms [2022-04-11 23:28:21 main:574] : INFO : Epoch 1806 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 6416.95 ms [2022-04-11 23:28:27 main:574] : INFO : Epoch 1807 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6366.9 ms [2022-04-11 23:28:34 main:574] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6304.56 ms [2022-04-11 23:28:40 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6164.38 ms [2022-04-11 23:28:46 main:574] : INFO : Epoch 1810 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6233.45 ms [2022-04-11 23:28:53 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6397.05 ms [2022-04-11 23:28:59 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.031252 | Time: 6353.54 ms [2022-04-11 23:29:06 main:574] : INFO : Epoch 1813 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6225.34 ms [2022-04-11 23:29:12 main:574] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 6163.64 ms [2022-04-11 23:29:18 main:574] : INFO : Epoch 1815 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 6397.32 ms [2022-04-11 23:29:25 main:574] : INFO : Epoch 1816 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 6320.9 ms [2022-04-11 23:29:31 main:574] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6295.42 ms [2022-04-11 23:29:37 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 6353.82 ms [2022-04-11 23:29:44 main:574] : INFO : Epoch 1819 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 6263.28 ms [2022-04-11 23:29:50 main:574] : INFO : Epoch 1820 | loss: 0.031251 | val_loss: 0.0312528 | Time: 6216.42 ms [2022-04-11 23:29:57 main:574] : INFO : Epoch 1821 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 6318.32 ms [2022-04-11 23:30:03 main:574] : INFO : Epoch 1822 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 6185.77 ms [2022-04-11 23:30:09 main:574] : INFO : Epoch 1823 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 6431.73 ms [2022-04-11 23:30:16 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6272.53 ms [2022-04-11 23:30:22 main:574] : INFO : Epoch 1825 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 6293.26 ms [2022-04-11 23:30:28 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 6204.2 ms [2022-04-11 23:30:34 main:574] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6242.97 ms [2022-04-11 23:30:41 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6428.95 ms [2022-04-11 23:30:47 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 6288.72 ms [2022-04-11 23:30:54 main:574] : INFO : Epoch 1830 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6220.93 ms [2022-04-11 23:31:00 main:574] : INFO : Epoch 1831 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6239.19 ms [2022-04-11 23:31:06 main:574] : INFO : Epoch 1832 | loss: 0.0312508 | val_loss: 0.0312561 | Time: 6270.03 ms [2022-04-11 23:31:13 main:574] : INFO : Epoch 1833 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 6209.67 ms [2022-04-11 23:31:19 main:574] : INFO : Epoch 1834 | loss: 0.031251 | val_loss: 0.0312501 | Time: 6353.34 ms [2022-04-11 23:31:25 main:574] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.031252 | Time: 6200.26 ms [2022-04-11 23:31:32 main:574] : INFO : Epoch 1836 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 6315.55 ms [2022-04-11 23:31:38 main:574] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6242.95 ms [2022-04-11 23:31:44 main:574] : INFO : Epoch 1838 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 6320.8 ms [2022-04-11 23:31:51 main:574] : INFO : Epoch 1839 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6205.49 ms [2022-04-11 23:31:57 main:574] : INFO : Epoch 1840 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6336.72 ms [2022-04-11 23:32:03 main:574] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6166.55 ms [2022-04-11 23:32:10 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6368.96 ms [2022-04-11 23:32:16 main:574] : INFO : Epoch 1843 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 6192.2 ms [2022-04-11 23:32:22 main:574] : INFO : Epoch 1844 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6201.65 ms [2022-04-11 23:32:29 main:574] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 6228.59 ms [2022-04-11 23:32:35 main:574] : INFO : Epoch 1846 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 6345.33 ms [2022-04-11 23:32:42 main:574] : INFO : Epoch 1847 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 6391.38 ms [2022-04-11 23:32:48 main:574] : INFO : Epoch 1848 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 6328.46 ms [2022-04-11 23:32:54 main:574] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 6285.48 ms [2022-04-11 23:33:01 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312501 | Time: 6289.59 ms [2022-04-11 23:33:07 main:574] : INFO : Epoch 1851 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 6269.77 ms [2022-04-11 23:33:13 main:574] : INFO : Epoch 1852 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 6287.94 ms [2022-04-11 23:33:20 main:574] : INFO : Epoch 1853 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 6351.92 ms [2022-04-11 23:33:26 main:574] : INFO : Epoch 1854 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 6223.14 ms [2022-04-11 23:33:33 main:574] : INFO : Epoch 1855 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6366.1 ms [2022-04-11 23:33:39 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6341.39 ms [2022-04-11 23:33:45 main:574] : INFO : Epoch 1857 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 6262.88 ms [2022-04-11 23:33:52 main:574] : INFO : Epoch 1858 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6310.45 ms [2022-04-11 23:33:58 main:574] : INFO : Epoch 1859 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6205.73 ms [2022-04-11 23:34:04 main:574] : INFO : Epoch 1860 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 6382.84 ms [2022-04-11 23:34:11 main:574] : INFO : Epoch 1861 | loss: 0.03125 | val_loss: 0.0312512 | Time: 6357.75 ms [2022-04-11 23:34:18 main:574] : INFO : Epoch 1862 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6396.75 ms [2022-04-11 23:34:24 main:574] : INFO : Epoch 1863 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 6372.38 ms [2022-04-11 23:34:30 main:574] : INFO : Epoch 1864 | loss: 0.03125 | val_loss: 0.0312507 | Time: 6252.42 ms [2022-04-11 23:34:37 main:574] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6148.73 ms [2022-04-11 23:34:43 main:574] : INFO : Epoch 1866 | loss: 0.0312498 | val_loss: 0.031251 | Time: 6148.67 ms [2022-04-11 23:34:49 main:574] : INFO : Epoch 1867 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 6228.17 ms [2022-04-11 23:34:55 main:574] : INFO : Epoch 1868 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 6181.96 ms [2022-04-11 23:35:02 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 6301.09 ms [2022-04-11 23:35:08 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6211.2 ms [2022-04-11 23:35:14 main:574] : INFO : Epoch 1871 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6232.91 ms [2022-04-11 23:35:21 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.03125 | Time: 6240.41 ms [2022-04-11 23:35:27 main:574] : INFO : Epoch 1873 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 6246.08 ms [2022-04-11 23:35:33 main:574] : INFO : Epoch 1874 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 6264.49 ms [2022-04-11 23:35:40 main:574] : INFO : Epoch 1875 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 6324.06 ms [2022-04-11 23:35:46 main:574] : INFO : Epoch 1876 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 6265.48 ms [2022-04-11 23:35:52 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.031251 | Time: 6293.4 ms [2022-04-11 23:35:59 main:574] : INFO : Epoch 1878 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 6337.45 ms [2022-04-11 23:36:05 main:574] : INFO : Epoch 1879 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6295.96 ms [2022-04-11 23:36:11 main:574] : INFO : Epoch 1880 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 6293.95 ms [2022-04-11 23:36:18 main:574] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6231.95 ms [2022-04-11 23:36:24 main:574] : INFO : Epoch 1882 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6248.89 ms [2022-04-11 23:36:30 main:574] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6217.15 ms [2022-04-11 23:36:37 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 6297.15 ms [2022-04-11 23:36:43 main:574] : INFO : Epoch 1885 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6185.62 ms [2022-04-11 23:36:49 main:574] : INFO : Epoch 1886 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6250.19 ms [2022-04-11 23:36:55 main:574] : INFO : Epoch 1887 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 6170.87 ms [2022-04-11 23:37:02 main:574] : INFO : Epoch 1888 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6197.74 ms [2022-04-11 23:37:08 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6292.37 ms [2022-04-11 23:37:14 main:574] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 6147.39 ms [2022-04-11 23:37:21 main:574] : INFO : Epoch 1891 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6340.61 ms [2022-04-11 23:37:27 main:574] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 6543.6 ms [2022-04-11 23:37:34 main:574] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6236.41 ms [2022-04-11 23:37:40 main:574] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 6332.88 ms [2022-04-11 23:37:56 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 16310.5 ms [2022-04-11 23:38:03 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6194.78 ms [2022-04-11 23:38:09 main:574] : INFO : Epoch 1897 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 6381.45 ms [2022-04-11 23:38:15 main:574] : INFO : Epoch 1898 | loss: 0.03125 | val_loss: 0.0312524 | Time: 6191.27 ms [2022-04-11 23:38:22 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6319.51 ms [2022-04-11 23:38:28 main:574] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6339.86 ms [2022-04-11 23:38:34 main:574] : INFO : Epoch 1901 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 6320.9 ms [2022-04-11 23:38:41 main:574] : INFO : Epoch 1902 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6323.37 ms [2022-04-11 23:38:47 main:574] : INFO : Epoch 1903 | loss: 0.03125 | val_loss: 0.0312505 | Time: 6203.87 ms [2022-04-11 23:38:53 main:574] : INFO : Epoch 1904 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 6169.69 ms [2022-04-11 23:39:00 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6330.11 ms [2022-04-11 23:39:06 main:574] : INFO : Epoch 1906 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6155.21 ms [2022-04-11 23:39:12 main:574] : INFO : Epoch 1907 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 6215.92 ms [2022-04-11 23:39:19 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 6184.17 ms [2022-04-11 23:39:25 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6214.53 ms [2022-04-11 23:39:31 main:574] : INFO : Epoch 1910 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 6182.8 ms [2022-04-11 23:39:37 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6341.23 ms [2022-04-11 23:39:44 main:574] : INFO : Epoch 1912 | loss: 0.0312514 | val_loss: 0.0312547 | Time: 6196.13 ms [2022-04-11 23:39:50 main:574] : INFO : Epoch 1913 | loss: 0.0312561 | val_loss: 0.0312508 | Time: 6169.12 ms [2022-04-11 23:39:56 main:574] : INFO : Epoch 1914 | loss: 0.0312515 | val_loss: 0.031251 | Time: 6322.04 ms [2022-04-11 23:40:03 main:574] : INFO : Epoch 1915 | loss: 0.031251 | val_loss: 0.0312501 | Time: 6248.79 ms [2022-04-11 23:40:09 main:574] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 6260.68 ms [2022-04-11 23:40:15 main:574] : INFO : Epoch 1917 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 6171.61 ms [2022-04-11 23:40:22 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6193.35 ms [2022-04-11 23:40:28 main:574] : INFO : Epoch 1919 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6393.09 ms [2022-04-11 23:40:35 main:574] : INFO : Epoch 1920 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 6368.89 ms [2022-04-11 23:40:41 main:574] : INFO : Epoch 1921 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 6262.44 ms [2022-04-11 23:40:47 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 6223.24 ms [2022-04-11 23:40:54 main:574] : INFO : Epoch 1923 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 6260.45 ms [2022-04-11 23:41:00 main:574] : INFO : Epoch 1924 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6393.22 ms [2022-04-11 23:41:06 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 6254.64 ms [2022-04-11 23:41:13 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 6338.85 ms [2022-04-11 23:41:19 main:574] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6326.36 ms [2022-04-11 23:41:26 main:574] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6338.59 ms [2022-04-11 23:41:32 main:574] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6388.3 ms [2022-04-11 23:41:38 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 6136.63 ms [2022-04-11 23:41:45 main:574] : INFO : Epoch 1931 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 6258 ms [2022-04-11 23:41:51 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312512 | Time: 6188.27 ms [2022-04-11 23:41:57 main:574] : INFO : Epoch 1933 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6180.09 ms [2022-04-11 23:42:03 main:574] : INFO : Epoch 1934 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 6242.87 ms [2022-04-11 23:42:10 main:574] : INFO : Epoch 1935 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6352 ms [2022-04-11 23:42:16 main:574] : INFO : Epoch 1936 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 6187.3 ms [2022-04-11 23:42:22 main:574] : INFO : Epoch 1937 | loss: 0.031251 | val_loss: 0.0312517 | Time: 6339.35 ms [2022-04-11 23:42:29 main:574] : INFO : Epoch 1938 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 6258.86 ms [2022-04-11 23:42:35 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6301.25 ms [2022-04-11 23:42:42 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6323.73 ms [2022-04-11 23:42:58 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 16468.2 ms [2022-04-11 23:43:04 main:574] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6159.05 ms [2022-04-11 23:43:11 main:574] : INFO : Epoch 1943 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 6184.48 ms [2022-04-11 23:43:17 main:574] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 6184.3 ms [2022-04-11 23:43:23 main:574] : INFO : Epoch 1945 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 6246.02 ms [2022-04-11 23:43:29 main:574] : INFO : Epoch 1946 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6151.09 ms [2022-04-11 23:43:35 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6176.41 ms [2022-04-11 23:43:42 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312509 | Time: 6146.88 ms [2022-04-11 23:43:48 main:574] : INFO : Epoch 1949 | loss: 0.0312508 | val_loss: 0.0312554 | Time: 6128.8 ms [2022-04-11 23:43:54 main:574] : INFO : Epoch 1950 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6196.15 ms [2022-04-11 23:44:00 main:574] : INFO : Epoch 1951 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 6358.41 ms [2022-04-11 23:44:07 main:574] : INFO : Epoch 1952 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6281.51 ms [2022-04-11 23:44:13 main:574] : INFO : Epoch 1953 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 6181.33 ms [2022-04-11 23:44:19 main:574] : INFO : Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 6317.16 ms [2022-04-11 23:44:26 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.03125 | Time: 6212.08 ms [2022-04-11 23:44:32 main:574] : INFO : Epoch 1956 | loss: 0.0312511 | val_loss: 0.0312537 | Time: 6188 ms [2022-04-11 23:44:38 main:574] : INFO : Epoch 1957 | loss: 0.0312516 | val_loss: 0.031251 | Time: 6226.76 ms [2022-04-11 23:44:45 main:574] : INFO : Epoch 1958 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6387.32 ms [2022-04-11 23:44:51 main:574] : INFO : Epoch 1959 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6174.21 ms [2022-04-11 23:44:57 main:574] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 6322.79 ms [2022-04-11 23:45:04 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6227.46 ms [2022-04-11 23:45:10 main:574] : INFO : Epoch 1962 | loss: 0.0312505 | val_loss: 0.03125 | Time: 6353.82 ms [2022-04-11 23:45:16 main:574] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6162.29 ms [2022-04-11 23:45:23 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.031252 | Time: 6260.07 ms [2022-04-11 23:45:29 main:574] : INFO : Epoch 1965 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 6296.25 ms [2022-04-11 23:45:36 main:574] : INFO : Epoch 1966 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 6324.36 ms [2022-04-11 23:45:42 main:574] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 6199.38 ms [2022-04-11 23:45:48 main:574] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6406.03 ms [2022-04-11 23:45:55 main:574] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 6345.96 ms [2022-04-11 23:46:01 main:574] : INFO : Epoch 1970 | loss: 0.031252 | val_loss: 0.0312555 | Time: 6427.36 ms [2022-04-11 23:46:08 main:574] : INFO : Epoch 1971 | loss: 0.0312525 | val_loss: 0.031252 | Time: 6536.07 ms [2022-04-11 23:46:14 main:574] : INFO : Epoch 1972 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 6229.12 ms [2022-04-11 23:46:21 main:574] : INFO : Epoch 1973 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 6365.9 ms [2022-04-11 23:46:27 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6266.05 ms [2022-04-11 23:46:44 main:574] : INFO : Epoch 1975 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 16535.3 ms [2022-04-11 23:46:50 main:574] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6442.07 ms [2022-04-11 23:46:57 main:574] : INFO : Epoch 1977 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 6385.82 ms [2022-04-11 23:47:03 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312513 | Time: 6226.31 ms [2022-04-11 23:47:09 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.03125 | Time: 6211.22 ms [2022-04-11 23:47:16 main:574] : INFO : Epoch 1980 | loss: 0.03125 | val_loss: 0.0312509 | Time: 6234.28 ms [2022-04-11 23:47:22 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.031251 | Time: 6173.88 ms [2022-04-11 23:47:28 main:574] : INFO : Epoch 1982 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 6172.95 ms [2022-04-11 23:47:34 main:574] : INFO : Epoch 1983 | loss: 0.031251 | val_loss: 0.0312508 | Time: 6210.76 ms [2022-04-11 23:47:41 main:574] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6290.43 ms [2022-04-11 23:47:47 main:574] : INFO : Epoch 1985 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6268.37 ms [2022-04-11 23:47:53 main:574] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6280.41 ms [2022-04-11 23:48:00 main:574] : INFO : Epoch 1987 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6363.27 ms [2022-04-11 23:48:06 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6301.41 ms [2022-04-11 23:48:12 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312508 | Time: 6250.22 ms [2022-04-11 23:48:19 main:574] : INFO : Epoch 1990 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 6290.58 ms [2022-04-11 23:48:25 main:574] : INFO : Epoch 1991 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6218.29 ms [2022-04-11 23:48:32 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 6320.6 ms [2022-04-11 23:48:38 main:574] : INFO : Epoch 1993 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 6333.5 ms [2022-04-11 23:48:44 main:574] : INFO : Epoch 1994 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 6225.72 ms [2022-04-11 23:48:51 main:574] : INFO : Epoch 1995 | loss: 0.03125 | val_loss: 0.0312507 | Time: 6196.88 ms [2022-04-11 23:49:07 main:574] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 16562.2 ms [2022-04-11 23:49:24 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 16352.5 ms [2022-04-11 23:49:30 main:574] : INFO : Epoch 1998 | loss: 0.03125 | val_loss: 0.03125 | Time: 6283.23 ms [2022-04-11 23:49:36 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 6231.63 ms [2022-04-11 23:49:42 main:574] : INFO : Epoch 2000 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 6214.23 ms [2022-04-11 23:49:49 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 6279.93 ms [2022-04-11 23:49:55 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 6295.05 ms [2022-04-11 23:50:01 main:574] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.0312501 | Time: 6212.85 ms [2022-04-11 23:50:08 main:574] : INFO : Epoch 2004 | loss: 0.03125 | val_loss: 0.0312515 | Time: 6339.18 ms [2022-04-11 23:50:14 main:574] : INFO : Epoch 2005 | loss: 0.031251 | val_loss: 0.0312501 | Time: 6248.39 ms [2022-04-11 23:50:20 main:574] : INFO : Epoch 2006 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 6295.65 ms [2022-04-11 23:50:27 main:574] : INFO : Epoch 2007 | loss: 0.0312502 | val_loss: 0.031251 | Time: 6345.72 ms [2022-04-11 23:50:33 main:574] : INFO : Epoch 2008 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 6405.72 ms [2022-04-11 23:50:40 main:574] : INFO : Epoch 2009 | loss: 0.0312511 | val_loss: 0.0312544 | Time: 6410.51 ms [2022-04-11 23:50:46 main:574] : INFO : Epoch 2010 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 6290.84 ms [2022-04-11 23:50:53 main:574] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312528 | Time: 6224.9 ms [2022-04-11 23:50:59 main:574] : INFO : Epoch 2012 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 6273.93 ms [2022-04-11 23:51:05 main:574] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 6261.59 ms [2022-04-11 23:51:12 main:574] : INFO : Epoch 2014 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 6376.7 ms [2022-04-11 23:51:18 main:574] : INFO : Epoch 2015 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 6329.52 ms [2022-04-11 23:51:24 main:574] : INFO : Epoch 2016 | loss: 0.03125 | val_loss: 0.0312513 | Time: 6180.14 ms [2022-04-11 23:51:31 main:574] : INFO : Epoch 2017 | loss: 0.0312509 | val_loss: 0.03125 | Time: 6190.78 ms [2022-04-11 23:51:37 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6387.71 ms [2022-04-11 23:51:44 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312511 | Time: 6417.87 ms [2022-04-11 23:51:50 main:574] : INFO : Epoch 2020 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 6199.5 ms [2022-04-11 23:51:56 main:574] : INFO : Epoch 2021 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 6251.16 ms [2022-04-11 23:52:03 main:574] : INFO : Epoch 2022 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 6243.57 ms [2022-04-11 23:52:09 main:574] : INFO : Epoch 2023 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 6388.94 ms [2022-04-11 23:52:15 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 6307.98 ms [2022-04-11 23:52:22 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6342.44 ms [2022-04-11 23:52:28 main:574] : INFO : Epoch 2026 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 6201.16 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX130) [2022-04-12 03:08:20 main:435] : INFO : Set logging level to 1 [2022-04-12 03:08:20 main:441] : INFO : Running in BOINC Client mode [2022-04-12 03:08:20 main:444] : INFO : Resolving all filenames [2022-04-12 03:08:20 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-12 03:08:20 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-12 03:08:20 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-12 03:08:20 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-12 03:08:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-12 03:08:20 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-12 03:08:20 main:474] : INFO : Configuration: [2022-04-12 03:08:20 main:475] : INFO : Model type: GRU [2022-04-12 03:08:20 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-12 03:08:20 main:477] : INFO : Max Epochs: 2048 [2022-04-12 03:08:20 main:478] : INFO : Batch Size: 128 [2022-04-12 03:08:20 main:479] : INFO : Learning Rate: 0.01 [2022-04-12 03:08:20 main:480] : INFO : Patience: 10 [2022-04-12 03:08:20 main:481] : INFO : Hidden Width: 12 [2022-04-12 03:08:20 main:482] : INFO : # Recurrent Layers: 4 [2022-04-12 03:08:20 main:483] : INFO : # Backend Layers: 4 [2022-04-12 03:08:20 main:484] : INFO : # Threads: 1 [2022-04-12 03:08:20 main:486] : INFO : Preparing Dataset [2022-04-12 03:08:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-12 03:08:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-12 03:08:27 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-12 03:08:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-12 03:08:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-12 03:08:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-12 03:08:28 main:494] : INFO : Creating Model [2022-04-12 03:08:28 main:507] : INFO : Preparing config file [2022-04-12 03:08:28 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-12 03:08:28 main:512] : INFO : Loading config [2022-04-12 03:08:29 main:514] : INFO : Loading state [2022-04-12 03:08:32 main:559] : INFO : Loading DataLoader into Memory [2022-04-12 03:08:32 main:562] : INFO : Starting Training [2022-04-12 03:08:41 main:574] : INFO : Epoch 2017 | loss: 0.0312633 | val_loss: 0.0312517 | Time: 9134.55 ms [2022-04-12 03:08:47 main:574] : INFO : Epoch 2018 | loss: 0.031252 | val_loss: 0.0312517 | Time: 6232.77 ms [2022-04-12 03:08:54 main:574] : INFO : Epoch 2019 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 6251.76 ms [2022-04-12 03:09:01 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6896.64 ms [2022-04-12 03:09:07 main:574] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6370.08 ms [2022-04-12 03:09:14 main:574] : INFO : Epoch 2022 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 6692.45 ms [2022-04-12 03:09:21 main:574] : INFO : Epoch 2023 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 6576.22 ms [2022-04-12 03:09:28 main:574] : INFO : Epoch 2024 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 6955.53 ms [2022-04-12 03:09:34 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 6440.06 ms [2022-04-12 03:09:41 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6433.28 ms [2022-04-12 03:09:48 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6507.16 ms [2022-04-12 03:09:54 main:574] : INFO : Epoch 2028 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6557.99 ms [2022-04-12 03:10:01 main:574] : INFO : Epoch 2029 | loss: 0.0312504 | val_loss: 0.03125 | Time: 6845.23 ms [2022-04-12 03:10:08 main:574] : INFO : Epoch 2030 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 6776.8 ms [2022-04-12 03:10:15 main:574] : INFO : Epoch 2031 | loss: 0.031251 | val_loss: 0.0312517 | Time: 6916.03 ms [2022-04-12 03:10:22 main:574] : INFO : Epoch 2032 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 6439.05 ms [2022-04-12 03:10:28 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 6572.1 ms [2022-04-12 03:10:35 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6653.08 ms [2022-04-12 03:10:42 main:574] : INFO : Epoch 2035 | loss: 0.0312511 | val_loss: 0.03125 | Time: 6473.79 ms [2022-04-12 03:10:48 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6359.88 ms [2022-04-12 03:10:55 main:574] : INFO : Epoch 2037 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 6432.32 ms [2022-04-12 03:11:02 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6847.49 ms [2022-04-12 03:11:09 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 6753.84 ms [2022-04-12 03:11:16 main:574] : INFO : Epoch 2040 | loss: 0.031251 | val_loss: 0.0312508 | Time: 7158.39 ms [2022-04-12 03:11:23 main:574] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.03125 | Time: 6611.14 ms [2022-04-12 03:11:30 main:574] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 6789.12 ms [2022-04-12 03:11:36 main:574] : INFO : Epoch 2043 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 6238.96 ms [2022-04-12 03:11:42 main:574] : INFO : Epoch 2044 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 6383.67 ms [2022-04-12 03:11:49 main:574] : INFO : Epoch 2045 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6290.77 ms [2022-04-12 03:11:55 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 6688.23 ms [2022-04-12 03:12:02 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 6249.18 ms [2022-04-12 03:12:08 main:574] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 6271.16 ms [2022-04-12 03:12:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312513 [2022-04-12 03:12:08 main:603] : INFO : Saving end state to config to file [2022-04-12 03:12:08 main:608] : INFO : Success, exiting.. 03:12:08 (17872): 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)