Task 5295661
| Name | ParityMachine-1622598511-16020-2_0 |
| Workunit | 3186223 |
| Created | 5 Jun 2021, 2:47:43 UTC |
| Sent | 10 Jun 2021, 12:26:49 UTC |
| Report deadline | 17 Jun 2021, 12:26:49 UTC |
| Received | 14 Jun 2021, 14:31:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 4 hours 3 min 2 sec |
| CPU time | 1 hours 56 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> .78699e-08 | Time: 5365.31 ms [2021-06-11 17:57:06 main:574] : INFO : Epoch 1623 | loss: 3.82464e-07 | val_loss: 1.38596e-06 | Time: 5625.98 ms [2021-06-11 17:57:12 main:574] : INFO : Epoch 1624 | loss: 7.60229e-07 | val_loss: 2.9373e-07 | Time: 5317.97 ms [2021-06-11 17:57:18 main:574] : INFO : Epoch 1625 | loss: 1.62087e-07 | val_loss: 1.64242e-07 | Time: 5437.1 ms [2021-06-11 17:57:24 main:574] : INFO : Epoch 1626 | loss: 1.97078e-06 | val_loss: 9.31987e-06 | Time: 5338.33 ms [2021-06-11 17:57:30 main:574] : INFO : Epoch 1627 | loss: 6.04624e-06 | val_loss: 1.11222e-06 | Time: 5605.21 ms [2021-06-11 17:57:37 main:574] : INFO : Epoch 1628 | loss: 7.74051e-07 | val_loss: 4.98151e-07 | Time: 5404.17 ms [2021-06-11 17:57:42 main:574] : INFO : Epoch 1629 | loss: 1.82505e-07 | val_loss: 1.1729e-07 | Time: 5350.5 ms [2021-06-11 17:57:48 main:574] : INFO : Epoch 1630 | loss: 6.07049e-08 | val_loss: 3.76735e-08 | Time: 5394.94 ms [2021-06-11 17:57:56 main:574] : INFO : Epoch 1631 | loss: 4.31073e-07 | val_loss: 1.83131e-06 | Time: 5751.68 ms [2021-06-11 17:58:01 main:574] : INFO : Epoch 1632 | loss: 7.95085e-07 | val_loss: 2.88221e-07 | Time: 5275.32 ms [2021-06-11 17:58:07 main:574] : INFO : Epoch 1633 | loss: 2.92204e-07 | val_loss: 9.36797e-07 | Time: 5364.24 ms [2021-06-11 17:58:13 main:574] : INFO : Epoch 1634 | loss: 4.41933e-06 | val_loss: 1.91475e-06 | Time: 5414.76 ms [2021-06-11 17:58:18 main:574] : INFO : Epoch 1635 | loss: 9.72087e-07 | val_loss: 5.57794e-07 | Time: 5471.87 ms [2021-06-11 17:58:24 main:574] : INFO : Epoch 1636 | loss: 2.90701e-07 | val_loss: 1.76084e-07 | Time: 5340.38 ms [2021-06-11 17:58:29 main:574] : INFO : Epoch 1637 | loss: 1.22182e-07 | val_loss: 1.78846e-07 | Time: 5331.13 ms [2021-06-11 17:58:35 main:574] : INFO : Epoch 1638 | loss: 4.40846e-07 | val_loss: 2.5998e-07 | Time: 5521.69 ms [2021-06-11 17:58:41 main:574] : INFO : Epoch 1639 | loss: 8.26059e-07 | val_loss: 3.75962e-06 | Time: 5433.92 ms [2021-06-11 17:58:47 main:574] : INFO : Epoch 1640 | loss: 4.50081e-06 | val_loss: 1.26603e-06 | Time: 5303.09 ms [2021-06-11 17:58:52 main:574] : INFO : Epoch 1641 | loss: 8.42578e-07 | val_loss: 3.86991e-07 | Time: 5352.63 ms [2021-06-11 17:58:58 main:574] : INFO : Epoch 1642 | loss: 1.68798e-07 | val_loss: 6.13105e-08 | Time: 5391.76 ms [2021-06-11 17:59:04 main:574] : INFO : Epoch 1643 | loss: 4.58184e-08 | val_loss: 3.17697e-08 | Time: 5751.09 ms [2021-06-11 17:59:12 main:574] : INFO : Epoch 1644 | loss: 1.58096e-07 | val_loss: 7.88103e-07 | Time: 7483.19 ms [2021-06-11 17:59:18 main:574] : INFO : Epoch 1645 | loss: 1.16583e-06 | val_loss: 4.57095e-07 | Time: 5575.11 ms [2021-06-11 17:59:23 main:574] : INFO : Epoch 1646 | loss: 4.04979e-06 | val_loss: 2.76537e-05 | Time: 5341.57 ms [2021-06-11 17:59:29 main:574] : INFO : Epoch 1647 | loss: 1.06718e-05 | val_loss: 2.64774e-06 | Time: 5320.41 ms [2021-06-11 17:59:34 main:574] : INFO : Epoch 1648 | loss: 1.37443e-06 | val_loss: 9.01978e-07 | Time: 5295.86 ms [2021-06-11 17:59:40 main:574] : INFO : Epoch 1649 | loss: 3.27771e-07 | val_loss: 6.14587e-08 | Time: 5385.44 ms [2021-06-11 17:59:46 main:574] : INFO : Epoch 1650 | loss: 8.31319e-08 | val_loss: 7.03711e-08 | Time: 5346.68 ms [2021-06-11 17:59:51 main:574] : INFO : Epoch 1651 | loss: 1.97841e-07 | val_loss: 3.07786e-07 | Time: 5398.8 ms [2021-06-11 17:59:57 main:574] : INFO : Epoch 1652 | loss: 1.39092e-07 | val_loss: 2.29751e-07 | Time: 5358.44 ms [2021-06-11 18:00:02 main:574] : INFO : Epoch 1653 | loss: 3.00702e-07 | val_loss: 1.34328e-07 | Time: 5388.86 ms [2021-06-11 18:00:08 main:574] : INFO : Epoch 1654 | loss: 8.76272e-08 | val_loss: 7.60123e-08 | Time: 5479.37 ms [2021-06-11 18:00:13 main:574] : INFO : Epoch 1655 | loss: 1.43305e-07 | val_loss: 2.78328e-07 | Time: 5360.4 ms [2021-06-11 18:00:20 main:574] : INFO : Epoch 1656 | loss: 2.31331e-07 | val_loss: 1.89517e-07 | Time: 5263.93 ms [2021-06-11 18:00:26 main:574] : INFO : Epoch 1657 | loss: 3.33067e-07 | val_loss: 8.9454e-07 | Time: 5338.16 ms [2021-06-11 18:00:31 main:574] : INFO : Epoch 1658 | loss: 3.26684e-06 | val_loss: 2.35846e-06 | Time: 5330.91 ms [2021-06-11 18:00:38 main:574] : INFO : Epoch 1659 | loss: 7.40021e-07 | val_loss: 8.49475e-08 | Time: 5360.48 ms [2021-06-11 18:00:44 main:574] : INFO : Epoch 1660 | loss: 1.87562e-07 | val_loss: 5.27799e-08 | Time: 5317.6 ms [2021-06-11 18:00:50 main:574] : INFO : Epoch 1661 | loss: 9.88245e-08 | val_loss: 7.17094e-08 | Time: 5326.64 ms [2021-06-11 18:00:55 main:574] : INFO : Epoch 1662 | loss: 1.02382e-07 | val_loss: 2.19085e-07 | Time: 5421.05 ms [2021-06-11 18:01:01 main:574] : INFO : Epoch 1663 | loss: 1.37285e-06 | val_loss: 6.2035e-06 | Time: 5314.37 ms [2021-06-11 18:01:07 main:574] : INFO : Epoch 1664 | loss: 6.08544e-06 | val_loss: 2.76356e-06 | Time: 6215.2 ms [2021-06-11 18:01:13 main:574] : INFO : Epoch 1665 | loss: 1.02425e-06 | val_loss: 2.67852e-07 | Time: 5350.22 ms [2021-06-11 18:01:19 main:574] : INFO : Epoch 1666 | loss: 1.94157e-07 | val_loss: 1.08126e-07 | Time: 5646.23 ms [2021-06-11 18:01:26 main:574] : INFO : Epoch 1667 | loss: 6.09159e-08 | val_loss: 3.42607e-08 | Time: 5342.83 ms [2021-06-11 18:01:32 main:574] : INFO : Epoch 1668 | loss: 2.8796e-08 | val_loss: 2.43194e-08 | Time: 5354.15 ms [2021-06-11 18:01:38 main:574] : INFO : Epoch 1669 | loss: 8.17029e-08 | val_loss: 9.42666e-08 | Time: 5281.84 ms [2021-06-11 18:01:44 main:574] : INFO : Epoch 1670 | loss: 9.67583e-07 | val_loss: 7.39589e-06 | Time: 5558.37 ms [2021-06-11 18:01:50 main:574] : INFO : Epoch 1671 | loss: 1.12925e-05 | val_loss: 1.24711e-06 | Time: 5360.87 ms [2021-06-11 18:01:57 main:574] : INFO : Epoch 1672 | loss: 7.24015e-06 | val_loss: 8.36141e-06 | Time: 5355.18 ms [2021-06-11 18:02:04 main:574] : INFO : Epoch 1673 | loss: 2.90926e-06 | val_loss: 9.92244e-07 | Time: 5303.31 ms [2021-06-11 18:02:10 main:574] : INFO : Epoch 1674 | loss: 5.5028e-07 | val_loss: 2.97848e-07 | Time: 5339.72 ms [2021-06-11 18:02:16 main:574] : INFO : Epoch 1675 | loss: 2.33522e-07 | val_loss: 1.42253e-07 | Time: 5260.42 ms [2021-06-11 18:02:21 main:574] : INFO : Epoch 1676 | loss: 1.18342e-07 | val_loss: 8.47983e-08 | Time: 5309.35 ms [2021-06-11 18:02:28 main:574] : INFO : Epoch 1677 | loss: 1.46084e-07 | val_loss: 3.20473e-07 | Time: 5330.54 ms [2021-06-11 18:02:34 main:574] : INFO : Epoch 1678 | loss: 1.59484e-06 | val_loss: 1.48326e-06 | Time: 5335.92 ms [2021-06-11 18:02:40 main:574] : INFO : Epoch 1679 | loss: 6.3313e-07 | val_loss: 3.7803e-07 | Time: 5374.72 ms [2021-06-11 18:02:46 main:574] : INFO : Epoch 1680 | loss: 2.1603e-07 | val_loss: 1.15803e-07 | Time: 5253.83 ms [2021-06-11 18:02:52 main:574] : INFO : Epoch 1681 | loss: 8.1584e-08 | val_loss: 5.68751e-08 | Time: 5282.4 ms [2021-06-11 18:02:57 main:574] : INFO : Epoch 1682 | loss: 5.52069e-08 | val_loss: 4.49166e-08 | Time: 5358.54 ms [2021-06-11 18:03:03 main:574] : INFO : Epoch 1683 | loss: 5.36184e-08 | val_loss: 9.41647e-08 | Time: 5598.72 ms [2021-06-11 18:03:09 main:574] : INFO : Epoch 1684 | loss: 6.02168e-07 | val_loss: 2.02901e-06 | Time: 5538.11 ms [2021-06-11 18:03:15 main:574] : INFO : Epoch 1685 | loss: 1.13005e-05 | val_loss: 7.84819e-06 | Time: 5407.11 ms [2021-06-11 18:03:21 main:574] : INFO : Epoch 1686 | loss: 3.08773e-06 | val_loss: 3.65084e-07 | Time: 5305.96 ms [2021-06-11 18:03:27 main:574] : INFO : Epoch 1687 | loss: 5.35119e-07 | val_loss: 2.09792e-07 | Time: 5339.28 ms [2021-06-11 18:03:33 main:574] : INFO : Epoch 1688 | loss: 1.21517e-07 | val_loss: 5.51213e-08 | Time: 5490.5 ms [2021-06-11 18:03:38 main:574] : INFO : Epoch 1689 | loss: 5.28775e-08 | val_loss: 3.35717e-08 | Time: 5429.37 ms [2021-06-11 18:03:45 main:574] : INFO : Epoch 1690 | loss: 3.62039e-08 | val_loss: 3.20886e-08 | Time: 5353.99 ms [2021-06-11 18:03:51 main:574] : INFO : Epoch 1691 | loss: 1.16581e-07 | val_loss: 5.74518e-07 | Time: 5359.45 ms [2021-06-11 18:03:59 main:574] : INFO : Epoch 1692 | loss: 6.73524e-07 | val_loss: 1.36332e-07 | Time: 5266.53 ms [2021-06-11 18:04:05 main:574] : INFO : Epoch 1693 | loss: 1.37303e-07 | val_loss: 5.39399e-08 | Time: 5664.53 ms [2021-06-11 18:04:12 main:574] : INFO : Epoch 1694 | loss: 5.0275e-08 | val_loss: 3.32057e-08 | Time: 5543.28 ms [2021-06-11 18:04:18 main:574] : INFO : Epoch 1695 | loss: 3.33356e-08 | val_loss: 3.17235e-08 | Time: 5354.14 ms [2021-06-11 18:04:23 main:574] : INFO : Epoch 1696 | loss: 3.79588e-08 | val_loss: 7.30147e-08 | Time: 5432.83 ms [2021-06-11 18:04:29 main:574] : INFO : Epoch 1697 | loss: 2.51712e-06 | val_loss: 1.1835e-05 | Time: 5348.19 ms [2021-06-11 18:04:36 main:574] : INFO : Epoch 1698 | loss: 5.54631e-06 | val_loss: 7.74657e-07 | Time: 5874.18 ms [2021-06-11 18:04:44 main:574] : INFO : Epoch 1699 | loss: 7.71058e-07 | val_loss: 2.40003e-07 | Time: 5954.89 ms [2021-06-11 18:04:51 main:574] : INFO : Epoch 1700 | loss: 1.7638e-07 | val_loss: 1.2366e-07 | Time: 6385.43 ms [2021-06-11 18:04:57 main:574] : INFO : Epoch 1701 | loss: 6.30715e-08 | val_loss: 3.09942e-08 | Time: 5965.97 ms [2021-06-11 18:05:05 main:574] : INFO : Epoch 1702 | loss: 3.88327e-08 | val_loss: 5.29452e-08 | Time: 5299.07 ms [2021-06-11 18:05:10 main:574] : INFO : Epoch 1703 | loss: 3.25191e-07 | val_loss: 9.67785e-07 | Time: 5313.21 ms [2021-06-11 18:05:18 main:574] : INFO : Epoch 1704 | loss: 4.20491e-07 | val_loss: 1.57067e-07 | Time: 5438.86 ms [2021-06-11 18:05:23 main:574] : INFO : Epoch 1705 | loss: 4.96681e-07 | val_loss: 3.17559e-06 | Time: 5300.83 ms [2021-06-11 18:05:30 main:574] : INFO : Epoch 1706 | loss: 7.42746e-06 | val_loss: 5.34057e-06 | Time: 5290.85 ms [2021-06-11 18:05:36 main:574] : INFO : Epoch 1707 | loss: 1.61235e-06 | val_loss: 6.78142e-07 | Time: 5405.84 ms [2021-06-11 18:05:41 main:574] : INFO : Epoch 1708 | loss: 3.12993e-07 | val_loss: 2.22016e-07 | Time: 5357.71 ms [2021-06-11 18:05:48 main:574] : INFO : Epoch 1709 | loss: 9.31158e-08 | val_loss: 4.71635e-08 | Time: 5373.19 ms [2021-06-11 18:05:54 main:574] : INFO : Epoch 1710 | loss: 4.52115e-08 | val_loss: 7.62421e-08 | Time: 5318.27 ms [2021-06-11 18:06:00 main:574] : INFO : Epoch 1711 | loss: 7.23957e-07 | val_loss: 1.67732e-06 | Time: 5347.34 ms [2021-06-11 18:06:05 main:574] : INFO : Epoch 1712 | loss: 6.44079e-07 | val_loss: 2.82301e-07 | Time: 5411.61 ms [2021-06-11 18:06:11 main:574] : INFO : Epoch 1713 | loss: 1.40657e-07 | val_loss: 9.32913e-08 | Time: 5470.1 ms [2021-06-11 18:06:17 main:574] : INFO : Epoch 1714 | loss: 5.96392e-07 | val_loss: 2.97732e-06 | Time: 5347.02 ms [2021-06-11 18:06:23 main:574] : INFO : Epoch 1715 | loss: 4.22909e-06 | val_loss: 1.57152e-06 | Time: 5396.84 ms [2021-06-11 18:06:29 main:574] : INFO : Epoch 1716 | loss: 9.57791e-07 | val_loss: 1.93704e-07 | Time: 5266.06 ms [2021-06-11 18:06:34 main:574] : INFO : Epoch 1717 | loss: 1.85486e-07 | val_loss: 8.12986e-08 | Time: 5299.88 ms [2021-06-11 18:06:41 main:574] : INFO : Epoch 1718 | loss: 5.70668e-08 | val_loss: 4.1399e-08 | Time: 5375.67 ms [2021-06-11 18:06:47 main:574] : INFO : Epoch 1719 | loss: 4.61701e-08 | val_loss: 1.2847e-07 | Time: 5341.9 ms [2021-06-11 18:06:54 main:574] : INFO : Epoch 1720 | loss: 9.70288e-07 | val_loss: 2.20929e-06 | Time: 5447.03 ms [2021-06-11 18:07:01 main:574] : INFO : Epoch 1721 | loss: 5.66148e-06 | val_loss: 2.41512e-06 | Time: 5372.02 ms [2021-06-11 18:07:07 main:574] : INFO : Epoch 1722 | loss: 1.52714e-06 | val_loss: 6.21273e-07 | Time: 5305.27 ms [2021-06-11 18:07:13 main:574] : INFO : Epoch 1723 | loss: 3.04264e-07 | val_loss: 1.2853e-07 | Time: 5313.7 ms [2021-06-11 18:07:19 main:574] : INFO : Epoch 1724 | loss: 7.95448e-08 | val_loss: 3.63563e-08 | Time: 5345.72 ms [2021-06-11 18:07:24 main:574] : INFO : Epoch 1725 | loss: 2.96558e-08 | val_loss: 1.95336e-08 | Time: 5495.07 ms [2021-06-11 18:07:30 main:574] : INFO : Epoch 1726 | loss: 2.04372e-08 | val_loss: 1.8332e-08 | Time: 5529.49 ms [2021-06-11 18:07:36 main:574] : INFO : Epoch 1727 | loss: 1.83465e-08 | val_loss: 2.02099e-08 | Time: 5401.57 ms [2021-06-11 18:07:42 main:574] : INFO : Epoch 1728 | loss: 2.99808e-07 | val_loss: 2.36345e-06 | Time: 5455.46 ms [2021-06-11 18:07:48 main:574] : INFO : Epoch 1729 | loss: 9.74423e-06 | val_loss: 8.08557e-06 | Time: 5433.21 ms [2021-06-11 18:07:53 main:574] : INFO : Epoch 1730 | loss: 2.42222e-06 | val_loss: 3.24034e-07 | Time: 5379.7 ms [2021-06-11 18:07:59 main:574] : INFO : Epoch 1731 | loss: 4.05392e-07 | val_loss: 2.16629e-07 | Time: 5370.23 ms [2021-06-11 18:08:04 main:574] : INFO : Epoch 1732 | loss: 1.0279e-07 | val_loss: 5.27817e-08 | Time: 5366.23 ms [2021-06-11 18:08:10 main:574] : INFO : Epoch 1733 | loss: 3.26522e-08 | val_loss: 2.69778e-08 | Time: 5390.08 ms [2021-06-11 18:08:16 main:574] : INFO : Epoch 1734 | loss: 7.93313e-08 | val_loss: 3.19134e-07 | Time: 5361.08 ms [2021-06-11 18:08:21 main:574] : INFO : Epoch 1735 | loss: 3.16453e-07 | val_loss: 7.23556e-08 | Time: 5358.98 ms [2021-06-11 18:08:27 main:574] : INFO : Epoch 1736 | loss: 7.01703e-08 | val_loss: 5.07481e-08 | Time: 5474.65 ms [2021-06-11 18:08:32 main:574] : INFO : Epoch 1737 | loss: 1.35462e-07 | val_loss: 5.18526e-07 | Time: 5319.62 ms [2021-06-11 18:08:38 main:574] : INFO : Epoch 1738 | loss: 2.60247e-06 | val_loss: 5.92311e-07 | Time: 5288.37 ms [2021-06-11 18:08:44 main:574] : INFO : Epoch 1739 | loss: 1.14672e-06 | val_loss: 1.24044e-06 | Time: 5355.08 ms [2021-06-11 18:08:53 main:574] : INFO : Epoch 1740 | loss: 5.16375e-07 | val_loss: 2.85346e-07 | Time: 8632.67 ms [2021-06-11 18:08:59 main:574] : INFO : Epoch 1741 | loss: 1.0502e-06 | val_loss: 3.34706e-06 | Time: 6008.16 ms [2021-06-11 18:09:05 main:574] : INFO : Epoch 1742 | loss: 1.55034e-06 | val_loss: 7.56772e-07 | Time: 5405.04 ms [2021-06-11 18:09:12 main:574] : INFO : Epoch 1743 | loss: 2.93876e-07 | val_loss: 2.34894e-07 | Time: 5431.4 ms [2021-06-11 18:09:18 main:574] : INFO : Epoch 1744 | loss: 1.59529e-07 | val_loss: 1.2027e-07 | Time: 5375.46 ms [2021-06-11 18:09:24 main:574] : INFO : Epoch 1745 | loss: 2.78231e-07 | val_loss: 6.57881e-07 | Time: 5351.5 ms [2021-06-11 18:09:30 main:574] : INFO : Epoch 1746 | loss: 3.79419e-06 | val_loss: 9.43537e-06 | Time: 5323.38 ms [2021-06-11 18:09:35 main:574] : INFO : Epoch 1747 | loss: 2.99435e-06 | val_loss: 1.54169e-06 | Time: 5424.28 ms [2021-06-11 18:09:41 main:574] : INFO : Epoch 1748 | loss: 6.36098e-07 | val_loss: 2.89571e-07 | Time: 5400.18 ms [2021-06-11 18:09:46 main:574] : INFO : Epoch 1749 | loss: 1.6231e-07 | val_loss: 2.95801e-08 | Time: 5400.23 ms [2021-06-11 18:09:52 main:574] : INFO : Epoch 1750 | loss: 4.22826e-08 | val_loss: 4.19393e-08 | Time: 5446.99 ms [2021-06-11 18:09:58 main:574] : INFO : Epoch 1751 | loss: 1.38181e-07 | val_loss: 7.47349e-07 | Time: 5404.75 ms [2021-06-11 18:10:03 main:574] : INFO : Epoch 1752 | loss: 3.50555e-06 | val_loss: 3.16525e-06 | Time: 5297.51 ms [2021-06-11 18:10:09 main:574] : INFO : Epoch 1753 | loss: 1.49206e-06 | val_loss: 8.1442e-07 | Time: 5414.72 ms [2021-06-11 18:10:15 main:574] : INFO : Epoch 1754 | loss: 8.66992e-07 | val_loss: 1.41392e-06 | Time: 5414.51 ms [2021-06-11 18:10:20 main:574] : INFO : Epoch 1755 | loss: 6.1711e-07 | val_loss: 1.30375e-07 | Time: 5292.05 ms [2021-06-11 18:10:25 main:574] : INFO : Epoch 1756 | loss: 3.90544e-07 | val_loss: 5.98655e-07 | Time: 5350.21 ms [2021-06-11 18:10:31 main:574] : INFO : Epoch 1757 | loss: 6.76314e-07 | val_loss: 7.20169e-07 | Time: 5253.62 ms [2021-06-11 18:10:36 main:574] : INFO : Epoch 1758 | loss: 7.54753e-07 | val_loss: 1.35549e-06 | Time: 5342.47 ms [2021-06-11 18:10:42 main:574] : INFO : Epoch 1759 | loss: 1.29398e-06 | val_loss: 1.86689e-06 | Time: 5380.46 ms [2021-06-11 18:10:48 main:574] : INFO : Epoch 1760 | loss: 2.55365e-06 | val_loss: 2.77324e-07 | Time: 5332.08 ms [2021-06-11 18:10:54 main:574] : INFO : Epoch 1761 | loss: 4.46125e-07 | val_loss: 9.61394e-08 | Time: 5427.83 ms [2021-06-11 18:11:00 main:574] : INFO : Epoch 1762 | loss: 1.10536e-07 | val_loss: 1.77108e-07 | Time: 5402.39 ms [2021-06-11 18:11:06 main:574] : INFO : Epoch 1763 | loss: 5.14311e-07 | val_loss: 1.22753e-06 | Time: 5423.26 ms [2021-06-11 18:11:11 main:574] : INFO : Epoch 1764 | loss: 1.50683e-06 | val_loss: 2.29738e-06 | Time: 5346.25 ms [2021-06-11 18:11:17 main:574] : INFO : Epoch 1765 | loss: 2.04909e-06 | val_loss: 1.36328e-06 | Time: 5636.56 ms [2021-06-11 18:11:22 main:574] : INFO : Epoch 1766 | loss: 1.44286e-06 | val_loss: 2.80744e-06 | Time: 5368.78 ms [2021-06-11 18:11:28 main:574] : INFO : Epoch 1767 | loss: 1.61168e-06 | val_loss: 9.1202e-07 | Time: 5345.28 ms [2021-06-11 18:11:33 main:574] : INFO : Epoch 1768 | loss: 3.77983e-07 | val_loss: 2.18169e-07 | Time: 5325.38 ms [2021-06-11 18:11:39 main:574] : INFO : Epoch 1769 | loss: 1.3444e-07 | val_loss: 6.99957e-08 | Time: 5314.91 ms [2021-06-11 18:11:44 main:574] : INFO : Epoch 1770 | loss: 6.28995e-07 | val_loss: 2.09217e-06 | Time: 5385.82 ms [2021-06-11 18:11:50 main:574] : INFO : Epoch 1771 | loss: 2.3585e-06 | val_loss: 7.41461e-06 | Time: 5558.26 ms [2021-06-11 18:11:55 main:574] : INFO : Epoch 1772 | loss: 4.28292e-06 | val_loss: 5.97679e-07 | Time: 5389.07 ms [2021-06-11 18:12:01 main:574] : INFO : Epoch 1773 | loss: 6.9385e-07 | val_loss: 2.48683e-07 | Time: 5553.33 ms [2021-06-11 18:12:07 main:574] : INFO : Epoch 1774 | loss: 1.31629e-07 | val_loss: 1.80919e-07 | Time: 5409.5 ms [2021-06-11 18:12:12 main:574] : INFO : Epoch 1775 | loss: 3.41755e-07 | val_loss: 9.63591e-07 | Time: 5312.17 ms [2021-06-11 18:12:18 main:574] : INFO : Epoch 1776 | loss: 1.0711e-06 | val_loss: 1.42576e-07 | Time: 5521.81 ms [2021-06-11 18:12:25 main:574] : INFO : Epoch 1777 | loss: 2.47928e-07 | val_loss: 9.76582e-08 | Time: 5678.99 ms [2021-06-11 18:12:31 main:574] : INFO : Epoch 1778 | loss: 2.56703e-07 | val_loss: 6.17424e-07 | Time: 5273.44 ms [2021-06-11 18:12:37 main:574] : INFO : Epoch 1779 | loss: 5.49484e-07 | val_loss: 3.34693e-07 | Time: 5385.08 ms [2021-06-11 18:12:42 main:574] : INFO : Epoch 1780 | loss: 3.71365e-06 | val_loss: 2.99515e-06 | Time: 5404.72 ms [2021-06-11 18:12:48 main:574] : INFO : Epoch 1781 | loss: 2.47457e-06 | val_loss: 1.48339e-06 | Time: 5312.87 ms [2021-06-11 18:12:54 main:574] : INFO : Epoch 1782 | loss: 7.27856e-07 | val_loss: 4.46685e-07 | Time: 5270.89 ms [2021-06-11 18:12:59 main:574] : INFO : Epoch 1783 | loss: 1.66542e-07 | val_loss: 1.40418e-07 | Time: 5307.19 ms [2021-06-11 18:13:07 main:574] : INFO : Epoch 1784 | loss: 2.20585e-07 | val_loss: 5.18776e-07 | Time: 5377.67 ms [2021-06-11 18:13:13 main:574] : INFO : Epoch 1785 | loss: 1.92045e-06 | val_loss: 1.80758e-06 | Time: 5284.28 ms [2021-06-11 18:13:18 main:574] : INFO : Epoch 1786 | loss: 7.47041e-07 | val_loss: 3.16447e-07 | Time: 5332 ms [2021-06-11 18:13:25 main:574] : INFO : Epoch 1787 | loss: 3.29141e-07 | val_loss: 6.99099e-07 | Time: 5278.3 ms [2021-06-11 18:13:30 main:574] : INFO : Epoch 1788 | loss: 2.1805e-06 | val_loss: 2.09306e-06 | Time: 5298 ms [2021-06-11 18:13:36 main:574] : INFO : Epoch 1789 | loss: 6.09234e-07 | val_loss: 6.38784e-07 | Time: 5396.14 ms [2021-06-11 18:13:41 main:574] : INFO : Epoch 1790 | loss: 2.71759e-07 | val_loss: 1.84819e-07 | Time: 5297.29 ms [2021-06-11 18:13:47 main:574] : INFO : Epoch 1791 | loss: 1.85086e-07 | val_loss: 2.70222e-07 | Time: 5319.69 ms [2021-06-11 18:13:53 main:574] : INFO : Epoch 1792 | loss: 2.62355e-06 | val_loss: 5.62457e-06 | Time: 5336.31 ms [2021-06-11 18:13:58 main:574] : INFO : Epoch 1793 | loss: 3.71256e-06 | val_loss: 1.46909e-06 | Time: 5317 ms [2021-06-11 18:14:03 main:574] : INFO : Epoch 1794 | loss: 8.6077e-07 | val_loss: 3.72688e-07 | Time: 5295.15 ms [2021-06-11 18:14:09 main:574] : INFO : Epoch 1795 | loss: 1.89355e-07 | val_loss: 5.73432e-08 | Time: 5353.68 ms [2021-06-11 18:14:14 main:574] : INFO : Epoch 1796 | loss: 5.67701e-08 | val_loss: 4.97083e-08 | Time: 5321.46 ms [2021-06-11 18:14:20 main:574] : INFO : Epoch 1797 | loss: 2.15569e-07 | val_loss: 2.39883e-07 | Time: 5278.17 ms [2021-06-11 18:14:26 main:574] : INFO : Epoch 1798 | loss: 6.14745e-07 | val_loss: 5.13004e-07 | Time: 5311.72 ms [2021-06-11 18:14:31 main:574] : INFO : Epoch 1799 | loss: 7.9752e-07 | val_loss: 1.81555e-06 | Time: 5333.1 ms [2021-06-11 18:14:37 main:574] : INFO : Epoch 1800 | loss: 6.0489e-06 | val_loss: 5.05728e-06 | Time: 5334.36 ms [2021-06-11 18:14:43 main:574] : INFO : Epoch 1801 | loss: 0.01883 | val_loss: 0.05448 | Time: 5407.59 ms [2021-06-11 18:14:48 main:574] : INFO : Epoch 1802 | loss: 0.0450248 | val_loss: 0.033583 | Time: 5276.11 ms [2021-06-11 18:14:54 main:574] : INFO : Epoch 1803 | loss: 0.0356349 | val_loss: 0.0327948 | Time: 5284.96 ms [2021-06-11 18:15:00 main:574] : INFO : Epoch 1804 | loss: 0.0316527 | val_loss: 0.0314596 | Time: 5269.02 ms [2021-06-11 18:15:06 main:574] : INFO : Epoch 1805 | loss: 0.0313178 | val_loss: 0.0312609 | Time: 5355.08 ms [2021-06-11 18:15:11 main:574] : INFO : Epoch 1806 | loss: 0.0312575 | val_loss: 0.0312497 | Time: 5286.64 ms [2021-06-11 18:15:17 main:574] : INFO : Epoch 1807 | loss: 0.0312374 | val_loss: 0.0312174 | Time: 5390.85 ms [2021-06-11 18:15:23 main:574] : INFO : Epoch 1808 | loss: 0.031177 | val_loss: 0.0310898 | Time: 5295.95 ms [2021-06-11 18:15:28 main:574] : INFO : Epoch 1809 | loss: 0.0309435 | val_loss: 0.0307177 | Time: 5530.94 ms [2021-06-11 18:15:34 main:574] : INFO : Epoch 1810 | loss: 0.0304804 | val_loss: 0.0303003 | Time: 5301.98 ms [2021-06-11 18:15:39 main:574] : INFO : Epoch 1811 | loss: 0.0302816 | val_loss: 0.0302531 | Time: 5284.29 ms [2021-06-11 18:15:45 main:574] : INFO : Epoch 1812 | loss: 0.0302575 | val_loss: 0.0302464 | Time: 5329.38 ms [2021-06-11 18:15:51 main:574] : INFO : Epoch 1813 | loss: 0.0302509 | val_loss: 0.030239 | Time: 5281.78 ms [2021-06-11 18:15:56 main:574] : INFO : Epoch 1814 | loss: 0.0302462 | val_loss: 0.0302368 | Time: 5459.35 ms [2021-06-11 18:16:03 main:574] : INFO : Epoch 1815 | loss: 0.0302423 | val_loss: 0.0302296 | Time: 5469.54 ms [2021-06-11 18:16:08 main:574] : INFO : Epoch 1816 | loss: 0.0302374 | val_loss: 0.0302265 | Time: 5325.74 ms [2021-06-11 18:16:14 main:574] : INFO : Epoch 1817 | loss: 0.0302341 | val_loss: 0.0302214 | Time: 5300.57 ms [2021-06-11 18:16:20 main:574] : INFO : Epoch 1818 | loss: 0.0302305 | val_loss: 0.0302222 | Time: 5912.4 ms [2021-06-11 18:16:26 main:574] : INFO : Epoch 1819 | loss: 0.0302243 | val_loss: 0.0302145 | Time: 5425.03 ms [2021-06-11 18:16:31 main:574] : INFO : Epoch 1820 | loss: 0.03022 | val_loss: 0.0302092 | Time: 5353.27 ms [2021-06-11 18:16:38 main:574] : INFO : Epoch 1821 | loss: 0.030216 | val_loss: 0.0302222 | Time: 5324.73 ms [2021-06-11 18:16:43 main:574] : INFO : Epoch 1822 | loss: 0.0302235 | val_loss: 0.0302055 | Time: 5276.9 ms [2021-06-11 18:16:49 main:574] : INFO : Epoch 1823 | loss: 0.0302118 | val_loss: 0.0302035 | Time: 5298.3 ms [2021-06-11 18:16:55 main:574] : INFO : Epoch 1824 | loss: 0.0302067 | val_loss: 0.0301975 | Time: 5275.51 ms [2021-06-11 18:17:01 main:574] : INFO : Epoch 1825 | loss: 0.0302027 | val_loss: 0.030193 | Time: 5307.09 ms [2021-06-11 18:17:06 main:574] : INFO : Epoch 1826 | loss: 0.0301724 | val_loss: 0.0295255 | Time: 5383.86 ms [2021-06-11 18:17:14 main:574] : INFO : Epoch 1827 | loss: 0.0278117 | val_loss: 0.0271597 | Time: 5359.29 ms [2021-06-11 18:17:20 main:574] : INFO : Epoch 1828 | loss: 0.0274489 | val_loss: 0.0267416 | Time: 5366.76 ms [2021-06-11 18:17:25 main:574] : INFO : Epoch 1829 | loss: 0.0268367 | val_loss: 0.0266468 | Time: 5393.41 ms [2021-06-11 18:17:31 main:574] : INFO : Epoch 1830 | loss: 0.0264747 | val_loss: 0.0262364 | Time: 5415.46 ms [2021-06-11 18:17:37 main:574] : INFO : Epoch 1831 | loss: 0.026134 | val_loss: 0.0260023 | Time: 5412.26 ms [2021-06-11 18:17:43 main:574] : INFO : Epoch 1832 | loss: 0.0260173 | val_loss: 0.0259404 | Time: 5340.41 ms [2021-06-11 18:17:48 main:574] : INFO : Epoch 1833 | loss: 0.0259773 | val_loss: 0.0259104 | Time: 5295.8 ms [2021-06-11 18:17:54 main:574] : INFO : Epoch 1834 | loss: 0.0259435 | val_loss: 0.0258373 | Time: 5278.5 ms [2021-06-11 18:17:59 main:574] : INFO : Epoch 1835 | loss: 0.025832 | val_loss: 0.0257385 | Time: 5417.47 ms [2021-06-11 18:18:05 main:574] : INFO : Epoch 1836 | loss: 0.025748 | val_loss: 0.0256494 | Time: 5394.36 ms [2021-06-11 18:18:10 main:574] : INFO : Epoch 1837 | loss: 0.02568 | val_loss: 0.0256035 | Time: 5422.57 ms [2021-06-11 18:18:16 main:574] : INFO : Epoch 1838 | loss: 0.0256455 | val_loss: 0.0255727 | Time: 5441.91 ms [2021-06-11 18:18:21 main:574] : INFO : Epoch 1839 | loss: 0.0256177 | val_loss: 0.0255431 | Time: 5381.49 ms [2021-06-11 18:18:27 main:574] : INFO : Epoch 1840 | loss: 0.0255843 | val_loss: 0.0254935 | Time: 5335 ms [2021-06-11 18:18:32 main:574] : INFO : Epoch 1841 | loss: 0.025497 | val_loss: 0.0253215 | Time: 5282.44 ms [2021-06-11 18:18:38 main:574] : INFO : Epoch 1842 | loss: 0.0251065 | val_loss: 0.0247438 | Time: 5371.4 ms [2021-06-11 18:18:44 main:574] : INFO : Epoch 1843 | loss: 0.0247655 | val_loss: 0.024642 | Time: 5445.66 ms [2021-06-11 18:18:49 main:574] : INFO : Epoch 1844 | loss: 0.0247069 | val_loss: 0.0246069 | Time: 5360.74 ms [2021-06-11 18:18:55 main:574] : INFO : Epoch 1845 | loss: 0.023446 | val_loss: 0.020399 | Time: 5326.27 ms [2021-06-11 18:19:01 main:574] : INFO : Epoch 1846 | loss: 0.0189828 | val_loss: 0.0168618 | Time: 5375.66 ms [2021-06-11 18:19:06 main:574] : INFO : Epoch 1847 | loss: 0.0158142 | val_loss: 0.0145718 | Time: 5337.67 ms [2021-06-11 18:19:12 main:574] : INFO : Epoch 1848 | loss: 0.0161565 | val_loss: 0.0139792 | Time: 5355.73 ms [2021-06-11 18:19:17 main:574] : INFO : Epoch 1849 | loss: 0.0130079 | val_loss: 0.0113188 | Time: 5436.52 ms [2021-06-11 18:19:24 main:574] : INFO : Epoch 1850 | loss: 0.00593549 | val_loss: 0.00142033 | Time: 7016.72 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-13 08:16:40 main:435] : INFO : Set logging level to 1 [2021-06-13 08:16:42 main:441] : INFO : Running in BOINC Client mode [2021-06-13 08:16:44 main:444] : INFO : Resolving all filenames [2021-06-13 08:16:45 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-13 08:16:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598511-16020-2_0_r93405842_1 (exists = 1) [2021-06-13 08:16:47 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598511-16020-2_0_r93405842_0 (exists = 0) [2021-06-13 08:16:47 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598511-16020-2 (exists = 1) [2021-06-13 08:16:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-13 08:16:49 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-13 08:16:49 main:474] : INFO : Configuration: [2021-06-13 08:16:50 main:475] : INFO : Model type: GRU [2021-06-13 08:16:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-13 08:16:52 main:477] : INFO : Max Epochs: 2048 [2021-06-13 08:16:53 main:478] : INFO : Batch Size: 128 [2021-06-13 08:16:55 main:479] : INFO : Learning Rate: 0.01 [2021-06-13 08:16:55 main:480] : INFO : Patience: 10 [2021-06-13 08:16:57 main:481] : INFO : Hidden Width: 12 [2021-06-13 08:16:58 main:482] : INFO : # Recurrent Layers: 4 [2021-06-13 08:16:58 main:483] : INFO : # Backend Layers: 4 [2021-06-13 08:16:59 main:484] : INFO : # Threads: 1 [2021-06-13 08:16:59 main:486] : INFO : Preparing Dataset [2021-06-13 08:16:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 08:17:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 08:17:18 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-13 08:17:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 08:17:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 08:17:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-13 08:17:21 main:494] : INFO : Creating Model [2021-06-13 08:17:21 main:507] : INFO : Preparing config file [2021-06-13 08:17:22 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-13 08:17:22 main:512] : INFO : Loading config [2021-06-13 08:17:22 main:514] : INFO : Loading state [2021-06-13 08:17:34 main:559] : INFO : Loading DataLoader into Memory [2021-06-13 08:17:35 main:562] : INFO : Starting Training [2021-06-13 08:17:47 main:574] : INFO : Epoch 1850 | loss: 0.0194717 | val_loss: 0.011492 | Time: 11748.9 ms [2021-06-13 08:17:59 main:574] : INFO : Epoch 1851 | loss: 0.0100912 | val_loss: 0.00799685 | Time: 11167.2 ms [2021-06-13 08:18:14 main:574] : INFO : Epoch 1852 | loss: 0.00509168 | val_loss: 0.00216512 | Time: 6940.5 ms [2021-06-13 08:18:20 main:574] : INFO : Epoch 1853 | loss: 0.00148418 | val_loss: 0.00111655 | Time: 5800.81 ms [2021-06-13 08:18:26 main:574] : INFO : Epoch 1854 | loss: 0.00100643 | val_loss: 0.000940235 | Time: 5961.27 ms [2021-06-13 08:18:34 main:574] : INFO : Epoch 1855 | loss: 0.000876413 | val_loss: 0.000866911 | Time: 7282.48 ms [2021-06-13 08:18:42 main:574] : INFO : Epoch 1856 | loss: 0.000808949 | val_loss: 0.000800254 | Time: 6730.97 ms [2021-06-13 08:19:00 main:574] : INFO : Epoch 1857 | loss: 0.000754388 | val_loss: 0.000762345 | Time: 18047.9 ms [2021-06-13 08:19:09 main:574] : INFO : Epoch 1858 | loss: 0.00072098 | val_loss: 0.000732196 | Time: 7600.05 ms [2021-06-13 08:19:16 main:574] : INFO : Epoch 1859 | loss: 0.000699047 | val_loss: 0.000713651 | Time: 7307.46 ms [2021-06-13 08:19:56 main:574] : INFO : Epoch 1860 | loss: 0.000682021 | val_loss: 0.000692442 | Time: 38982.6 ms [2021-06-13 08:20:04 main:574] : INFO : Epoch 1861 | loss: 0.000669881 | val_loss: 0.000680139 | Time: 8043.1 ms [2021-06-13 08:20:10 main:574] : INFO : Epoch 1862 | loss: 0.000660616 | val_loss: 0.00067822 | Time: 5531.82 ms [2021-06-13 08:20:16 main:574] : INFO : Epoch 1863 | loss: 0.000649797 | val_loss: 0.000670552 | Time: 5501.04 ms [2021-06-13 08:20:22 main:574] : INFO : Epoch 1864 | loss: 0.000653498 | val_loss: 0.000666465 | Time: 5680.33 ms [2021-06-13 08:20:28 main:574] : INFO : Epoch 1865 | loss: 0.000636923 | val_loss: 0.000647353 | Time: 5410.64 ms [2021-06-13 08:20:33 main:574] : INFO : Epoch 1866 | loss: 0.000626308 | val_loss: 0.000639388 | Time: 5450.43 ms [2021-06-13 08:20:40 main:574] : INFO : Epoch 1867 | loss: 0.000618717 | val_loss: 0.000634092 | Time: 5871.59 ms [2021-06-13 08:20:45 main:574] : INFO : Epoch 1868 | loss: 0.000612285 | val_loss: 0.000630592 | Time: 5499.72 ms [2021-06-13 08:20:53 main:574] : INFO : Epoch 1869 | loss: 0.000606799 | val_loss: 0.000624892 | Time: 7103.69 ms [2021-06-13 08:20:59 main:574] : INFO : Epoch 1870 | loss: 0.000601139 | val_loss: 0.000620711 | Time: 5600.55 ms [2021-06-13 08:21:05 main:574] : INFO : Epoch 1871 | loss: 0.000594686 | val_loss: 0.000613034 | Time: 5659.45 ms [2021-06-13 08:21:21 main:574] : INFO : Epoch 1872 | loss: 0.00059065 | val_loss: 0.000612689 | Time: 14578.3 ms [2021-06-13 08:21:48 main:574] : INFO : Epoch 1873 | loss: 0.000593761 | val_loss: 0.000613552 | Time: 23418.8 ms [2021-06-13 08:22:03 main:574] : INFO : Epoch 1874 | loss: 0.000590528 | val_loss: 0.000607045 | Time: 14047.8 ms [2021-06-13 08:22:09 main:574] : INFO : Epoch 1875 | loss: 0.000580936 | val_loss: 0.000597734 | Time: 6352.18 ms [2021-06-13 08:22:15 main:574] : INFO : Epoch 1876 | loss: 0.000562902 | val_loss: 0.000568282 | Time: 5727.97 ms [2021-06-13 08:22:21 main:574] : INFO : Epoch 1877 | loss: 0.000539703 | val_loss: 0.000551697 | Time: 5506.91 ms [2021-06-13 08:22:28 main:574] : INFO : Epoch 1878 | loss: 0.000525741 | val_loss: 0.000535428 | Time: 6070.47 ms [2021-06-13 08:22:36 main:574] : INFO : Epoch 1879 | loss: 0.000512549 | val_loss: 0.000525267 | Time: 6050.15 ms [2021-06-13 08:22:43 main:574] : INFO : Epoch 1880 | loss: 0.000501396 | val_loss: 0.000510482 | Time: 6520.16 ms [2021-06-13 08:22:50 main:574] : INFO : Epoch 1881 | loss: 0.000490237 | val_loss: 0.000507426 | Time: 5774.58 ms [2021-06-13 08:22:57 main:574] : INFO : Epoch 1882 | loss: 0.000482774 | val_loss: 0.000498341 | Time: 6519.61 ms [2021-06-13 08:23:04 main:574] : INFO : Epoch 1883 | loss: 0.000476609 | val_loss: 0.000489742 | Time: 6242.84 ms [2021-06-13 08:23:11 main:574] : INFO : Epoch 1884 | loss: 0.000469497 | val_loss: 0.000480311 | Time: 5711.16 ms [2021-06-13 08:23:17 main:574] : INFO : Epoch 1885 | loss: 0.00046421 | val_loss: 0.000475087 | Time: 5776.21 ms [2021-06-13 08:23:29 main:574] : INFO : Epoch 1886 | loss: 0.000459604 | val_loss: 0.000471253 | Time: 8074.18 ms [2021-06-13 08:23:35 main:574] : INFO : Epoch 1887 | loss: 0.000454674 | val_loss: 0.000470017 | Time: 5635.42 ms [2021-06-13 08:23:42 main:574] : INFO : Epoch 1888 | loss: 0.00045062 | val_loss: 0.000460606 | Time: 5429.64 ms [2021-06-13 08:23:50 main:574] : INFO : Epoch 1889 | loss: 0.000444633 | val_loss: 0.000454165 | Time: 7140.63 ms [2021-06-13 08:23:56 main:574] : INFO : Epoch 1890 | loss: 0.000436571 | val_loss: 0.000444183 | Time: 5798.63 ms [2021-06-13 08:24:03 main:574] : INFO : Epoch 1891 | loss: 0.000427112 | val_loss: 0.000434158 | Time: 6785.54 ms [2021-06-13 08:24:13 main:574] : INFO : Epoch 1892 | loss: 0.000420094 | val_loss: 0.000419653 | Time: 10000.6 ms [2021-06-13 08:24:21 main:574] : INFO : Epoch 1893 | loss: 0.000447052 | val_loss: 0.000455272 | Time: 6620.21 ms [2021-06-13 08:24:27 main:574] : INFO : Epoch 1894 | loss: 0.00043894 | val_loss: 0.000431323 | Time: 6359.47 ms [2021-06-13 08:24:38 main:574] : INFO : Epoch 1895 | loss: 0.000489472 | val_loss: 0.000555726 | Time: 7933.26 ms [2021-06-13 08:24:45 main:574] : INFO : Epoch 1896 | loss: 0.000538255 | val_loss: 0.000514931 | Time: 6111.21 ms [2021-06-13 08:24:51 main:574] : INFO : Epoch 1897 | loss: 0.00051171 | val_loss: 0.000508823 | Time: 6181.44 ms [2021-06-13 08:25:02 main:574] : INFO : Epoch 1898 | loss: 0.000484522 | val_loss: 0.000470952 | Time: 5717.74 ms [2021-06-13 08:25:08 main:574] : INFO : Epoch 1899 | loss: 0.00045005 | val_loss: 0.000450946 | Time: 5481.42 ms [2021-06-13 08:25:14 main:574] : INFO : Epoch 1900 | loss: 0.000432112 | val_loss: 0.000433865 | Time: 5535.71 ms [2021-06-13 08:25:22 main:574] : INFO : Epoch 1901 | loss: 0.00890264 | val_loss: 0.00247052 | Time: 6202.52 ms [2021-06-13 08:25:28 main:574] : INFO : Epoch 1902 | loss: 0.00209259 | val_loss: 0.00133034 | Time: 5579.79 ms [2021-06-13 08:25:34 main:574] : INFO : Epoch 1903 | loss: 0.00115746 | val_loss: 0.00110038 | Time: 5541.38 ms [2021-06-13 08:25:40 main:574] : INFO : Epoch 1904 | loss: 0.00101972 | val_loss: 0.00103834 | Time: 5690.4 ms [2021-06-13 08:25:46 main:574] : INFO : Epoch 1905 | loss: 0.000980194 | val_loss: 0.00101695 | Time: 5455.76 ms [2021-06-13 08:25:56 main:574] : INFO : Epoch 1906 | loss: 0.000958206 | val_loss: 0.000998475 | Time: 6043.03 ms [2021-06-13 08:26:03 main:574] : INFO : Epoch 1907 | loss: 0.000943326 | val_loss: 0.000985277 | Time: 6430.85 ms [2021-06-13 08:26:10 main:574] : INFO : Epoch 1908 | loss: 0.00093075 | val_loss: 0.00097393 | Time: 5812.12 ms [2021-06-13 08:26:16 main:574] : INFO : Epoch 1909 | loss: 0.000918963 | val_loss: 0.000962885 | Time: 5889.61 ms [2021-06-13 08:26:24 main:574] : INFO : Epoch 1910 | loss: 0.000909209 | val_loss: 0.000953401 | Time: 7800.8 ms [2021-06-13 08:26:35 main:574] : INFO : Epoch 1911 | loss: 0.000900419 | val_loss: 0.000942921 | Time: 9555.11 ms [2021-06-13 08:26:43 main:574] : INFO : Epoch 1912 | loss: 0.000888228 | val_loss: 0.000936235 | Time: 6988.48 ms [2021-06-13 08:26:51 main:574] : INFO : Epoch 1913 | loss: 0.000879251 | val_loss: 0.000920547 | Time: 7372.81 ms [2021-06-13 08:26:58 main:574] : INFO : Epoch 1914 | loss: 0.000866961 | val_loss: 0.000911372 | Time: 7280.34 ms [2021-06-13 08:27:07 main:574] : INFO : Epoch 1915 | loss: 0.000857076 | val_loss: 0.000903161 | Time: 6471.31 ms [2021-06-13 08:27:13 main:574] : INFO : Epoch 1916 | loss: 0.000850148 | val_loss: 0.000892157 | Time: 6305.02 ms [2021-06-13 08:27:21 main:574] : INFO : Epoch 1917 | loss: 0.000838389 | val_loss: 0.000882716 | Time: 6007.03 ms [2021-06-13 08:27:27 main:574] : INFO : Epoch 1918 | loss: 0.000834741 | val_loss: 0.000878708 | Time: 5606.94 ms [2021-06-13 08:27:35 main:574] : INFO : Epoch 1919 | loss: 0.000821016 | val_loss: 0.000868306 | Time: 5992.89 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-13 10:22:15 main:435] : INFO : Set logging level to 1 [2021-06-13 10:22:17 main:441] : INFO : Running in BOINC Client mode [2021-06-13 10:22:21 main:444] : INFO : Resolving all filenames [2021-06-13 10:22:28 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-13 10:22:29 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598511-16020-2_0_r93405842_1 (exists = 1) [2021-06-13 10:22:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598511-16020-2_0_r93405842_0 (exists = 0) [2021-06-13 10:22:31 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598511-16020-2 (exists = 1) [2021-06-13 10:22:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-13 10:22:33 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-13 10:22:34 main:474] : INFO : Configuration: [2021-06-13 10:22:34 main:475] : INFO : Model type: GRU [2021-06-13 10:22:35 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-13 10:22:36 main:477] : INFO : Max Epochs: 2048 [2021-06-13 10:22:37 main:478] : INFO : Batch Size: 128 [2021-06-13 10:22:37 main:479] : INFO : Learning Rate: 0.01 [2021-06-13 10:22:38 main:480] : INFO : Patience: 10 [2021-06-13 10:22:39 main:481] : INFO : Hidden Width: 12 [2021-06-13 10:22:40 main:482] : INFO : # Recurrent Layers: 4 [2021-06-13 10:22:41 main:483] : INFO : # Backend Layers: 4 [2021-06-13 10:22:42 main:484] : INFO : # Threads: 1 [2021-06-13 10:22:42 main:486] : INFO : Preparing Dataset [2021-06-13 10:22:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 10:22:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 10:22:56 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-13 10:22:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 10:22:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-13 10:22:59 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-13 10:22:59 main:494] : INFO : Creating Model [2021-06-13 10:22:59 main:507] : INFO : Preparing config file [2021-06-13 10:23:00 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-13 10:23:00 main:512] : INFO : Loading config [2021-06-13 10:23:00 main:514] : INFO : Loading state [2021-06-13 10:23:05 main:559] : INFO : Loading DataLoader into Memory [2021-06-13 10:23:06 main:562] : INFO : Starting Training [2021-06-13 10:23:14 main:574] : INFO : Epoch 1912 | loss: 0.00326633 | val_loss: 0.00187933 | Time: 6939.66 ms [2021-06-13 10:23:20 main:574] : INFO : Epoch 1913 | loss: 0.00126103 | val_loss: 0.000975658 | Time: 5519.57 ms [2021-06-13 10:23:26 main:574] : INFO : Epoch 1914 | loss: 0.000905698 | val_loss: 0.000857551 | Time: 5456.57 ms [2021-06-13 10:23:33 main:574] : INFO : Epoch 1915 | loss: 0.000787532 | val_loss: 0.000791579 | Time: 5514.75 ms [2021-06-13 10:23:38 main:574] : INFO : Epoch 1916 | loss: 0.000709719 | val_loss: 0.000722417 | Time: 5429.4 ms [2021-06-13 10:23:44 main:574] : INFO : Epoch 1917 | loss: 0.000652833 | val_loss: 0.000675688 | Time: 5300.86 ms [2021-06-13 10:23:51 main:574] : INFO : Epoch 1918 | loss: 0.000619104 | val_loss: 0.000640235 | Time: 5413.45 ms [2021-06-13 10:23:56 main:574] : INFO : Epoch 1919 | loss: 0.000585744 | val_loss: 0.000671936 | Time: 5523.77 ms [2021-06-13 10:24:02 main:574] : INFO : Epoch 1920 | loss: 0.00057245 | val_loss: 0.000596872 | Time: 5816.14 ms [2021-06-13 10:24:09 main:574] : INFO : Epoch 1921 | loss: 0.000541992 | val_loss: 0.000564106 | Time: 6536.06 ms [2021-06-13 10:24:16 main:574] : INFO : Epoch 1922 | loss: 0.000510401 | val_loss: 0.00053219 | Time: 6450.66 ms [2021-06-13 10:24:28 main:574] : INFO : Epoch 1923 | loss: 0.000484091 | val_loss: 0.000506061 | Time: 9685.1 ms [2021-06-13 10:24:34 main:574] : INFO : Epoch 1924 | loss: 0.000462937 | val_loss: 0.000491314 | Time: 5926.61 ms [2021-06-13 10:24:40 main:574] : INFO : Epoch 1925 | loss: 0.000448431 | val_loss: 0.000479522 | Time: 5520.75 ms [2021-06-13 10:24:46 main:574] : INFO : Epoch 1926 | loss: 0.000435632 | val_loss: 0.000467856 | Time: 5621.74 ms [2021-06-13 10:24:52 main:574] : INFO : Epoch 1927 | loss: 0.000423941 | val_loss: 0.000452762 | Time: 5438.65 ms [2021-06-13 10:24:58 main:574] : INFO : Epoch 1928 | loss: 0.00041353 | val_loss: 0.000446095 | Time: 5617.09 ms [2021-06-13 10:25:04 main:574] : INFO : Epoch 1929 | loss: 0.000373998 | val_loss: 0.000198052 | Time: 5916.71 ms [2021-06-13 10:25:10 main:574] : INFO : Epoch 1930 | loss: 0.000116545 | val_loss: 7.03545e-05 | Time: 5529.32 ms [2021-06-13 10:25:19 main:574] : INFO : Epoch 1931 | loss: 5.62232e-05 | val_loss: 5.17409e-05 | Time: 7964.69 ms [2021-06-13 10:25:29 main:574] : INFO : Epoch 1932 | loss: 4.46104e-05 | val_loss: 4.53593e-05 | Time: 7580.53 ms [2021-06-13 10:25:35 main:574] : INFO : Epoch 1933 | loss: 3.90531e-05 | val_loss: 3.90165e-05 | Time: 5540.33 ms [2021-06-13 10:25:40 main:574] : INFO : Epoch 1934 | loss: 3.51204e-05 | val_loss: 3.46507e-05 | Time: 5499.02 ms [2021-06-13 10:25:46 main:574] : INFO : Epoch 1935 | loss: 2.89677e-05 | val_loss: 3.04217e-05 | Time: 5454.48 ms [2021-06-13 10:25:52 main:574] : INFO : Epoch 1936 | loss: 2.68096e-05 | val_loss: 2.79851e-05 | Time: 5535.41 ms [2021-06-13 10:25:58 main:574] : INFO : Epoch 1937 | loss: 2.45861e-05 | val_loss: 2.82052e-05 | Time: 5556.09 ms [2021-06-13 10:26:04 main:574] : INFO : Epoch 1938 | loss: 2.47582e-05 | val_loss: 2.45275e-05 | Time: 5538.32 ms [2021-06-13 10:26:10 main:574] : INFO : Epoch 1939 | loss: 2.14778e-05 | val_loss: 2.43416e-05 | Time: 5473.07 ms [2021-06-13 10:26:16 main:574] : INFO : Epoch 1940 | loss: 1.94902e-05 | val_loss: 2.12844e-05 | Time: 5646.62 ms [2021-06-13 10:26:24 main:574] : INFO : Epoch 1941 | loss: 1.73229e-05 | val_loss: 2.05018e-05 | Time: 5803.45 ms [2021-06-13 10:26:30 main:574] : INFO : Epoch 1942 | loss: 1.66303e-05 | val_loss: 1.94505e-05 | Time: 5468.04 ms [2021-06-13 10:26:36 main:574] : INFO : Epoch 1943 | loss: 1.57559e-05 | val_loss: 1.9406e-05 | Time: 5781.82 ms [2021-06-13 10:26:42 main:574] : INFO : Epoch 1944 | loss: 1.75039e-05 | val_loss: 1.76779e-05 | Time: 5602.51 ms [2021-06-13 10:26:48 main:574] : INFO : Epoch 1945 | loss: 1.41765e-05 | val_loss: 1.59354e-05 | Time: 5439.99 ms [2021-06-13 10:26:54 main:574] : INFO : Epoch 1946 | loss: 1.41923e-05 | val_loss: 1.67073e-05 | Time: 5476.28 ms [2021-06-13 10:26:59 main:574] : INFO : Epoch 1947 | loss: 1.45719e-05 | val_loss: 1.46218e-05 | Time: 5467.89 ms [2021-06-13 10:27:06 main:574] : INFO : Epoch 1948 | loss: 1.24682e-05 | val_loss: 1.40337e-05 | Time: 5795.74 ms [2021-06-13 10:27:12 main:574] : INFO : Epoch 1949 | loss: 1.11688e-05 | val_loss: 1.21138e-05 | Time: 5761.2 ms [2021-06-13 10:27:18 main:574] : INFO : Epoch 1950 | loss: 1.21339e-05 | val_loss: 1.32395e-05 | Time: 5396.02 ms [2021-06-13 10:27:25 main:574] : INFO : Epoch 1951 | loss: 1.12075e-05 | val_loss: 1.25256e-05 | Time: 5356.43 ms [2021-06-13 10:27:30 main:574] : INFO : Epoch 1952 | loss: 1.01885e-05 | val_loss: 1.23207e-05 | Time: 5378.05 ms [2021-06-13 10:27:36 main:574] : INFO : Epoch 1953 | loss: 9.66631e-06 | val_loss: 1.15594e-05 | Time: 5676.17 ms [2021-06-13 10:27:43 main:574] : INFO : Epoch 1954 | loss: 9.35158e-06 | val_loss: 1.14594e-05 | Time: 6402.95 ms [2021-06-13 10:27:49 main:574] : INFO : Epoch 1955 | loss: 9.271e-06 | val_loss: 1.1372e-05 | Time: 5841.21 ms [2021-06-13 10:27:56 main:574] : INFO : Epoch 1956 | loss: 8.5823e-06 | val_loss: 1.02171e-05 | Time: 5744.21 ms [2021-06-13 10:28:01 main:574] : INFO : Epoch 1957 | loss: 8.055e-06 | val_loss: 1.01481e-05 | Time: 5546.81 ms [2021-06-13 10:28:13 main:574] : INFO : Epoch 1958 | loss: 8.50758e-06 | val_loss: 9.83075e-06 | Time: 10150.2 ms [2021-06-13 10:28:25 main:574] : INFO : Epoch 1959 | loss: 8.35001e-06 | val_loss: 9.06171e-06 | Time: 9955.97 ms [2021-06-13 10:28:32 main:574] : INFO : Epoch 1960 | loss: 7.54737e-06 | val_loss: 9.03451e-06 | Time: 5531.42 ms [2021-06-13 10:28:39 main:574] : INFO : Epoch 1961 | loss: 7.58546e-06 | val_loss: 8.74605e-06 | Time: 5619.11 ms [2021-06-13 10:28:45 main:574] : INFO : Epoch 1962 | loss: 6.82017e-06 | val_loss: 8.89397e-06 | Time: 5528.63 ms [2021-06-13 10:28:52 main:574] : INFO : Epoch 1963 | loss: 8.04269e-06 | val_loss: 9.31789e-06 | Time: 5689.54 ms [2021-06-13 10:28:59 main:574] : INFO : Epoch 1964 | loss: 7.35372e-06 | val_loss: 7.64761e-06 | Time: 6259.86 ms [2021-06-13 10:29:07 main:574] : INFO : Epoch 1965 | loss: 6.26032e-06 | val_loss: 6.99672e-06 | Time: 6213.38 ms [2021-06-13 10:29:21 main:574] : INFO : Epoch 1966 | loss: 5.79315e-06 | val_loss: 6.40598e-06 | Time: 13658.7 ms [2021-06-13 10:29:27 main:574] : INFO : Epoch 1967 | loss: 5.22017e-06 | val_loss: 6.80447e-06 | Time: 5862.3 ms [2021-06-13 10:29:34 main:574] : INFO : Epoch 1968 | loss: 5.55211e-06 | val_loss: 7.31959e-06 | Time: 7114.93 ms [2021-06-13 10:29:43 main:574] : INFO : Epoch 1969 | loss: 5.92292e-06 | val_loss: 6.28852e-06 | Time: 6566.16 ms [2021-06-13 10:29:52 main:574] : INFO : Epoch 1970 | loss: 5.63505e-06 | val_loss: 6.10959e-06 | Time: 6667.18 ms [2021-06-13 10:30:00 main:574] : INFO : Epoch 1971 | loss: 4.7909e-06 | val_loss: 5.75206e-06 | Time: 6740.13 ms [2021-06-13 10:30:08 main:574] : INFO : Epoch 1972 | loss: 4.53067e-06 | val_loss: 5.77434e-06 | Time: 6251.77 ms [2021-06-13 10:30:14 main:574] : INFO : Epoch 1973 | loss: 4.91966e-06 | val_loss: 5.79507e-06 | Time: 5465.63 ms [2021-06-13 10:30:20 main:574] : INFO : Epoch 1974 | loss: 4.48076e-06 | val_loss: 5.244e-06 | Time: 5389.61 ms [2021-06-13 10:30:25 main:574] : INFO : Epoch 1975 | loss: 4.25651e-06 | val_loss: 5.23476e-06 | Time: 5456.17 ms [2021-06-13 10:30:32 main:574] : INFO : Epoch 1976 | loss: 4.82309e-06 | val_loss: 6.16232e-06 | Time: 6434.85 ms [2021-06-13 10:30:38 main:574] : INFO : Epoch 1977 | loss: 8.35345e-06 | val_loss: 1.48013e-05 | Time: 5472.45 ms [2021-06-13 10:30:43 main:574] : INFO : Epoch 1978 | loss: 6.87111e-06 | val_loss: 8.69977e-06 | Time: 5710.48 ms [2021-06-13 10:30:50 main:574] : INFO : Epoch 1979 | loss: 7.11325e-06 | val_loss: 7.34586e-06 | Time: 5586.1 ms [2021-06-13 10:30:57 main:574] : INFO : Epoch 1980 | loss: 9.97214e-06 | val_loss: 8.84648e-06 | Time: 6347.04 ms [2021-06-13 10:31:03 main:574] : INFO : Epoch 1981 | loss: 7.77186e-06 | val_loss: 9.52663e-06 | Time: 6060.02 ms [2021-06-13 10:31:09 main:574] : INFO : Epoch 1982 | loss: 6.5347e-06 | val_loss: 7.07396e-06 | Time: 5464.49 ms [2021-06-13 10:31:15 main:574] : INFO : Epoch 1983 | loss: 5.52868e-06 | val_loss: 6.2629e-06 | Time: 5529.11 ms [2021-06-13 10:31:31 main:574] : INFO : Epoch 1984 | loss: 4.84792e-06 | val_loss: 4.8192e-06 | Time: 12364.9 ms [2021-06-13 10:31:44 main:574] : INFO : Epoch 1985 | loss: 3.76537e-06 | val_loss: 4.39996e-06 | Time: 8354.68 ms [2021-06-13 10:31:52 main:574] : INFO : Epoch 1986 | loss: 5.3822e-06 | val_loss: 8.62589e-06 | Time: 6464.27 ms [2021-06-13 10:32:06 main:574] : INFO : Epoch 1987 | loss: 5.66049e-06 | val_loss: 6.23424e-06 | Time: 14226 ms [2021-06-13 10:32:18 main:574] : INFO : Epoch 1988 | loss: 5.64299e-06 | val_loss: 5.72048e-06 | Time: 10734.6 ms [2021-06-13 10:32:25 main:574] : INFO : Epoch 1989 | loss: 4.70194e-06 | val_loss: 4.71113e-06 | Time: 6227.91 ms [2021-06-13 10:32:31 main:574] : INFO : Epoch 1990 | loss: 6.44527e-06 | val_loss: 6.90053e-06 | Time: 5617.22 ms [2021-06-13 10:32:38 main:574] : INFO : Epoch 1991 | loss: 4.4608e-06 | val_loss: 5.89251e-06 | Time: 5535.57 ms [2021-06-13 10:32:43 main:574] : INFO : Epoch 1992 | loss: 3.69635e-06 | val_loss: 4.22423e-06 | Time: 5386.15 ms [2021-06-13 10:32:49 main:574] : INFO : Epoch 1993 | loss: 2.85207e-06 | val_loss: 3.80155e-06 | Time: 5450.57 ms [2021-06-13 10:32:56 main:574] : INFO : Epoch 1994 | loss: 3.84594e-06 | val_loss: 8.80218e-06 | Time: 6152.72 ms [2021-06-13 10:33:03 main:574] : INFO : Epoch 1995 | loss: 8.80778e-06 | val_loss: 5.73652e-06 | Time: 7167.63 ms [2021-06-13 10:33:09 main:574] : INFO : Epoch 1996 | loss: 2.99351e-06 | val_loss: 3.47029e-06 | Time: 5466.91 ms [2021-06-13 10:33:15 main:574] : INFO : Epoch 1997 | loss: 2.21869e-06 | val_loss: 2.90959e-06 | Time: 5876.42 ms [2021-06-13 10:33:23 main:574] : INFO : Epoch 1998 | loss: 2.26359e-06 | val_loss: 2.89752e-06 | Time: 7934.84 ms [2021-06-13 10:33:29 main:574] : INFO : Epoch 1999 | loss: 2.17039e-06 | val_loss: 2.80363e-06 | Time: 5497.98 ms [2021-06-13 10:33:35 main:574] : INFO : Epoch 2000 | loss: 2.13167e-06 | val_loss: 2.96448e-06 | Time: 5388.54 ms [2021-06-13 10:33:42 main:574] : INFO : Epoch 2001 | loss: 6.15648e-06 | val_loss: 2.08627e-05 | Time: 5622.87 ms [2021-06-13 10:33:47 main:574] : INFO : Epoch 2002 | loss: 7.95435e-06 | val_loss: 4.72454e-06 | Time: 5503.37 ms [2021-06-13 10:33:58 main:574] : INFO : Epoch 2003 | loss: 2.84488e-06 | val_loss: 3.08111e-06 | Time: 9712.83 ms [2021-06-13 10:34:05 main:574] : INFO : Epoch 2004 | loss: 1.92369e-06 | val_loss: 2.1708e-06 | Time: 6681.34 ms [2021-06-13 10:34:13 main:574] : INFO : Epoch 2005 | loss: 1.65118e-06 | val_loss: 2.13345e-06 | Time: 5750.37 ms [2021-06-13 10:34:27 main:574] : INFO : Epoch 2006 | loss: 1.53899e-06 | val_loss: 2.15134e-06 | Time: 12657.3 ms [2021-06-13 10:34:37 main:574] : INFO : Epoch 2007 | loss: 1.50973e-06 | val_loss: 1.99642e-06 | Time: 9216.95 ms [2021-06-13 10:34:43 main:574] : INFO : Epoch 2008 | loss: 1.54089e-06 | val_loss: 2.0538e-06 | Time: 5537.46 ms [2021-06-13 10:34:49 main:574] : INFO : Epoch 2009 | loss: 1.64123e-06 | val_loss: 3.11519e-06 | Time: 5456.24 ms [2021-06-13 10:34:54 main:574] : INFO : Epoch 2010 | loss: 1.18536e-05 | val_loss: 5.68502e-06 | Time: 5522.51 ms [2021-06-13 10:35:02 main:574] : INFO : Epoch 2011 | loss: 4.27929e-06 | val_loss: 2.47023e-06 | Time: 6754.36 ms [2021-06-13 10:35:09 main:574] : INFO : Epoch 2012 | loss: 2.48204e-06 | val_loss: 2.56289e-06 | Time: 5855.41 ms [2021-06-13 10:35:18 main:574] : INFO : Epoch 2013 | loss: 1.67344e-06 | val_loss: 2.21009e-06 | Time: 6399.02 ms [2021-06-13 10:35:24 main:574] : INFO : Epoch 2014 | loss: 1.61429e-06 | val_loss: 2.28413e-06 | Time: 5555.81 ms [2021-06-13 10:35:30 main:574] : INFO : Epoch 2015 | loss: 1.4825e-06 | val_loss: 1.89839e-06 | Time: 5422.65 ms [2021-06-13 10:35:39 main:574] : INFO : Epoch 2016 | loss: 1.39371e-06 | val_loss: 2.01544e-06 | Time: 6544.11 ms [2021-06-13 10:35:49 main:574] : INFO : Epoch 2017 | loss: 1.35661e-06 | val_loss: 1.97957e-06 | Time: 6629.46 ms [2021-06-13 10:35:58 main:574] : INFO : Epoch 2018 | loss: 1.31699e-06 | val_loss: 1.75757e-06 | Time: 5348.69 ms [2021-06-13 10:36:05 main:574] : INFO : Epoch 2019 | loss: 1.68057e-06 | val_loss: 5.66524e-06 | Time: 5632.82 ms [2021-06-13 10:36:11 main:574] : INFO : Epoch 2020 | loss: 1.97625e-05 | val_loss: 1.32846e-05 | Time: 5458.09 ms [2021-06-13 10:36:18 main:574] : INFO : Epoch 2021 | loss: 4.57774e-06 | val_loss: 4.16502e-06 | Time: 5519.5 ms [2021-06-13 10:36:25 main:574] : INFO : Epoch 2022 | loss: 1.85012e-06 | val_loss: 2.09285e-06 | Time: 5398.54 ms [2021-06-13 10:36:31 main:574] : INFO : Epoch 2023 | loss: 1.29693e-06 | val_loss: 1.61262e-06 | Time: 5627.51 ms [2021-06-13 10:36:37 main:574] : INFO : Epoch 2024 | loss: 1.13799e-06 | val_loss: 1.67326e-06 | Time: 5373.9 ms [2021-06-13 10:36:43 main:574] : INFO : Epoch 2025 | loss: 1.09226e-06 | val_loss: 1.70073e-06 | Time: 5543.73 ms [2021-06-13 10:36:51 main:574] : INFO : Epoch 2026 | loss: 1.07078e-06 | val_loss: 1.6363e-06 | Time: 5565.46 ms [2021-06-13 10:37:06 main:574] : INFO : Epoch 2027 | loss: 1.06108e-06 | val_loss: 1.6858e-06 | Time: 6097.45 ms [2021-06-13 10:37:21 main:574] : INFO : Epoch 2028 | loss: 1.09212e-06 | val_loss: 1.4788e-06 | Time: 5535.01 ms [2021-06-13 10:37:28 main:574] : INFO : Epoch 2029 | loss: 1.0455e-06 | val_loss: 1.52383e-06 | Time: 5430.52 ms [2021-06-13 10:37:34 main:574] : INFO : Epoch 2030 | loss: 1.02812e-06 | val_loss: 1.76289e-06 | Time: 5764.43 ms [2021-06-13 10:37:41 main:574] : INFO : Epoch 2031 | loss: 1.00766e-06 | val_loss: 1.62767e-06 | Time: 5590.89 ms [2021-06-13 10:37:47 main:574] : INFO : Epoch 2032 | loss: 2.24983e-06 | val_loss: 1.17357e-05 | Time: 5496.28 ms [2021-06-13 10:37:52 main:574] : INFO : Epoch 2033 | loss: 1.88173e-05 | val_loss: 4.83993e-06 | Time: 5712.61 ms [2021-06-13 10:37:58 main:574] : INFO : Epoch 2034 | loss: 3.22722e-06 | val_loss: 3.0426e-06 | Time: 5748.88 ms [2021-06-13 10:38:04 main:574] : INFO : Epoch 2035 | loss: 1.5025e-06 | val_loss: 1.49177e-06 | Time: 5557.18 ms [2021-06-13 10:38:16 main:574] : INFO : Epoch 2036 | loss: 1.33016e-06 | val_loss: 2.53431e-06 | Time: 11242.6 ms [2021-06-13 10:38:21 main:574] : INFO : Epoch 2037 | loss: 2.15707e-06 | val_loss: 2.01971e-06 | Time: 5568.11 ms [2021-06-13 10:38:28 main:574] : INFO : Epoch 2038 | loss: 1.56692e-06 | val_loss: 1.80016e-06 | Time: 5580.69 ms [2021-06-13 10:38:34 main:574] : INFO : Epoch 2039 | loss: 1.65745e-06 | val_loss: 1.99112e-06 | Time: 5415.48 ms [2021-06-13 10:38:40 main:574] : INFO : Epoch 2040 | loss: 1.51922e-06 | val_loss: 1.86784e-06 | Time: 5392.17 ms [2021-06-13 10:38:46 main:574] : INFO : Epoch 2041 | loss: 1.22599e-06 | val_loss: 1.65077e-06 | Time: 5738.14 ms [2021-06-13 10:38:53 main:574] : INFO : Epoch 2042 | loss: 1.36583e-06 | val_loss: 2.03422e-06 | Time: 6895.42 ms [2021-06-13 10:38:59 main:574] : INFO : Epoch 2043 | loss: 8.28901e-06 | val_loss: 2.28876e-05 | Time: 5546.16 ms [2021-06-13 10:39:05 main:574] : INFO : Epoch 2044 | loss: 9.08117e-06 | val_loss: 6.23215e-06 | Time: 5479.87 ms [2021-06-13 10:39:10 main:574] : INFO : Epoch 2045 | loss: 2.51992e-06 | val_loss: 1.92667e-06 | Time: 5286.31 ms [2021-06-13 10:39:17 main:574] : INFO : Epoch 2046 | loss: 1.41998e-06 | val_loss: 1.72157e-06 | Time: 5630.96 ms [2021-06-13 10:39:24 main:574] : INFO : Epoch 2047 | loss: 1.14297e-06 | val_loss: 1.43906e-06 | Time: 5931 ms [2021-06-13 10:39:30 main:574] : INFO : Epoch 2048 | loss: 9.15673e-07 | val_loss: 1.40201e-06 | Time: 6045.89 ms [2021-06-13 10:39:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.40201e-06 [2021-06-13 10:39:31 main:603] : INFO : Saving end state to config to file [2021-06-13 10:39:32 main:608] : INFO : Success, exiting.. 10:39:32 (6608): 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)