Task 7438907
| Name | ParityModified-1631730620-2338-1_0 |
| Workunit | 5110378 |
| Created | 18 Sep 2021, 13:46:18 UTC |
| Sent | 26 Sep 2021, 12:29:59 UTC |
| Report deadline | 3 Oct 2021, 12:29:59 UTC |
| Received | 26 Sep 2021, 20:58:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 2 hours 58 min 58 sec |
| CPU time | 2 hours 48 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1557 | loss: 0.00215889 | val_loss: 0.00215821 | Time: 5220.75 ms [2021-09-26 14:14:29 main:574] : INFO : Epoch 1558 | loss: 0.00217777 | val_loss: 0.00211396 | Time: 5223.53 ms [2021-09-26 14:14:34 main:574] : INFO : Epoch 1559 | loss: 0.00209634 | val_loss: 0.00202656 | Time: 5115.57 ms [2021-09-26 14:14:40 main:574] : INFO : Epoch 1560 | loss: 0.00202756 | val_loss: 0.0019886 | Time: 5515.37 ms [2021-09-26 14:14:45 main:574] : INFO : Epoch 1561 | loss: 0.00200153 | val_loss: 0.0019272 | Time: 5406.29 ms [2021-09-26 14:14:50 main:574] : INFO : Epoch 1562 | loss: 0.00192646 | val_loss: 0.00202742 | Time: 5076.67 ms [2021-09-26 14:14:55 main:574] : INFO : Epoch 1563 | loss: 0.00202643 | val_loss: 0.00186424 | Time: 5190.8 ms [2021-09-26 14:15:00 main:574] : INFO : Epoch 1564 | loss: 0.00183685 | val_loss: 0.00174838 | Time: 5095.56 ms [2021-09-26 14:15:06 main:574] : INFO : Epoch 1565 | loss: 0.0017419 | val_loss: 0.00176366 | Time: 5328.22 ms [2021-09-26 14:15:11 main:574] : INFO : Epoch 1566 | loss: 0.00171013 | val_loss: 0.00161378 | Time: 5262.37 ms [2021-09-26 14:15:16 main:574] : INFO : Epoch 1567 | loss: 0.00163905 | val_loss: 0.00169765 | Time: 5028.07 ms [2021-09-26 14:15:21 main:574] : INFO : Epoch 1568 | loss: 0.00160726 | val_loss: 0.00154594 | Time: 5021.75 ms [2021-09-26 14:15:26 main:574] : INFO : Epoch 1569 | loss: 0.00153326 | val_loss: 0.00148184 | Time: 5181.72 ms [2021-09-26 14:15:32 main:574] : INFO : Epoch 1570 | loss: 0.00153204 | val_loss: 0.00143886 | Time: 5387.84 ms [2021-09-26 14:15:37 main:574] : INFO : Epoch 1571 | loss: 0.00143903 | val_loss: 0.00137383 | Time: 5123.66 ms [2021-09-26 14:15:42 main:574] : INFO : Epoch 1572 | loss: 0.00139525 | val_loss: 0.00135331 | Time: 5494.89 ms [2021-09-26 14:15:48 main:574] : INFO : Epoch 1573 | loss: 0.0013601 | val_loss: 0.00137327 | Time: 5232.21 ms [2021-09-26 14:15:53 main:574] : INFO : Epoch 1574 | loss: 0.00155021 | val_loss: 0.00133691 | Time: 5071.87 ms [2021-09-26 14:15:58 main:574] : INFO : Epoch 1575 | loss: 0.00134725 | val_loss: 0.00122123 | Time: 5463.57 ms [2021-09-26 14:16:03 main:574] : INFO : Epoch 1576 | loss: 0.00118711 | val_loss: 0.00114639 | Time: 5226.13 ms [2021-09-26 14:16:09 main:574] : INFO : Epoch 1577 | loss: 0.00114381 | val_loss: 0.00108204 | Time: 5458.95 ms [2021-09-26 14:16:14 main:574] : INFO : Epoch 1578 | loss: 0.0010886 | val_loss: 0.00107582 | Time: 5516.91 ms [2021-09-26 14:16:20 main:574] : INFO : Epoch 1579 | loss: 0.00106422 | val_loss: 0.00101176 | Time: 5468.08 ms [2021-09-26 14:16:25 main:574] : INFO : Epoch 1580 | loss: 0.00116084 | val_loss: 0.00108154 | Time: 5315.06 ms [2021-09-26 14:16:30 main:574] : INFO : Epoch 1581 | loss: 0.0010416 | val_loss: 0.00104298 | Time: 5210.31 ms [2021-09-26 14:16:35 main:574] : INFO : Epoch 1582 | loss: 0.000976304 | val_loss: 0.000989548 | Time: 5051.47 ms [2021-09-26 14:16:41 main:574] : INFO : Epoch 1583 | loss: 0.000973506 | val_loss: 0.000920998 | Time: 5446.59 ms [2021-09-26 14:16:46 main:574] : INFO : Epoch 1584 | loss: 0.00326841 | val_loss: 0.0021194 | Time: 5438.24 ms [2021-09-26 14:16:52 main:574] : INFO : Epoch 1585 | loss: 0.00197143 | val_loss: 0.00140434 | Time: 5562.3 ms [2021-09-26 14:16:57 main:574] : INFO : Epoch 1586 | loss: 0.00124962 | val_loss: 0.00104991 | Time: 5255.73 ms [2021-09-26 14:17:02 main:574] : INFO : Epoch 1587 | loss: 0.000987212 | val_loss: 0.000891181 | Time: 5314.48 ms [2021-09-26 14:17:08 main:574] : INFO : Epoch 1588 | loss: 0.000876095 | val_loss: 0.000826426 | Time: 5198.61 ms [2021-09-26 14:17:13 main:574] : INFO : Epoch 1589 | loss: 0.000802777 | val_loss: 0.000729832 | Time: 5728.36 ms [2021-09-26 14:17:19 main:574] : INFO : Epoch 1590 | loss: 0.000597786 | val_loss: 0.000467949 | Time: 5762.04 ms [2021-09-26 14:17:24 main:574] : INFO : Epoch 1591 | loss: 0.000358817 | val_loss: 0.000292037 | Time: 5324.54 ms [2021-09-26 14:17:30 main:574] : INFO : Epoch 1592 | loss: 0.000255551 | val_loss: 0.00023367 | Time: 5160.63 ms [2021-09-26 14:17:35 main:574] : INFO : Epoch 1593 | loss: 0.00021459 | val_loss: 0.000197733 | Time: 5140.23 ms [2021-09-26 14:17:40 main:574] : INFO : Epoch 1594 | loss: 0.000184675 | val_loss: 0.000176222 | Time: 5257.86 ms [2021-09-26 14:17:45 main:574] : INFO : Epoch 1595 | loss: 0.000166324 | val_loss: 0.000156793 | Time: 5249.19 ms [2021-09-26 14:17:51 main:574] : INFO : Epoch 1596 | loss: 0.000150767 | val_loss: 0.000144981 | Time: 5476.21 ms [2021-09-26 14:17:56 main:574] : INFO : Epoch 1597 | loss: 0.000141341 | val_loss: 0.000136274 | Time: 5368.62 ms [2021-09-26 14:18:01 main:574] : INFO : Epoch 1598 | loss: 0.000134908 | val_loss: 0.00013048 | Time: 5018.84 ms [2021-09-26 14:18:07 main:574] : INFO : Epoch 1599 | loss: 0.000128946 | val_loss: 0.000126392 | Time: 5405.19 ms [2021-09-26 14:18:12 main:574] : INFO : Epoch 1600 | loss: 0.000123418 | val_loss: 0.000120379 | Time: 5359.81 ms [2021-09-26 14:18:17 main:574] : INFO : Epoch 1601 | loss: 0.000119276 | val_loss: 0.000117484 | Time: 5443.06 ms [2021-09-26 14:18:23 main:574] : INFO : Epoch 1602 | loss: 0.000115805 | val_loss: 0.000113632 | Time: 5263.44 ms [2021-09-26 14:18:28 main:574] : INFO : Epoch 1603 | loss: 0.00011297 | val_loss: 0.000111715 | Time: 5298.11 ms [2021-09-26 14:18:33 main:574] : INFO : Epoch 1604 | loss: 0.000109784 | val_loss: 0.000108623 | Time: 5373.46 ms [2021-09-26 14:18:39 main:574] : INFO : Epoch 1605 | loss: 0.000107911 | val_loss: 0.000106328 | Time: 5466.78 ms [2021-09-26 14:18:44 main:574] : INFO : Epoch 1606 | loss: 0.00010541 | val_loss: 0.000105663 | Time: 5080.32 ms [2021-09-26 14:18:49 main:574] : INFO : Epoch 1607 | loss: 0.000104082 | val_loss: 0.000102461 | Time: 5399.21 ms [2021-09-26 14:18:54 main:574] : INFO : Epoch 1608 | loss: 0.000101297 | val_loss: 0.000100188 | Time: 5133.27 ms [2021-09-26 14:19:00 main:574] : INFO : Epoch 1609 | loss: 0.000100201 | val_loss: 0.000100291 | Time: 5297.94 ms [2021-09-26 14:19:05 main:574] : INFO : Epoch 1610 | loss: 9.86882e-05 | val_loss: 9.68902e-05 | Time: 5115.74 ms [2021-09-26 14:19:10 main:574] : INFO : Epoch 1611 | loss: 9.62923e-05 | val_loss: 9.57722e-05 | Time: 5296.81 ms [2021-09-26 14:19:15 main:574] : INFO : Epoch 1612 | loss: 9.49848e-05 | val_loss: 9.3896e-05 | Time: 5274.87 ms [2021-09-26 14:19:21 main:574] : INFO : Epoch 1613 | loss: 9.31752e-05 | val_loss: 9.21424e-05 | Time: 5330.49 ms [2021-09-26 14:19:26 main:574] : INFO : Epoch 1614 | loss: 9.26015e-05 | val_loss: 9.17657e-05 | Time: 5138.43 ms [2021-09-26 14:19:31 main:574] : INFO : Epoch 1615 | loss: 9.01957e-05 | val_loss: 8.86541e-05 | Time: 5249.55 ms [2021-09-26 14:19:37 main:574] : INFO : Epoch 1616 | loss: 8.87101e-05 | val_loss: 8.70393e-05 | Time: 5760.56 ms [2021-09-26 14:19:42 main:574] : INFO : Epoch 1617 | loss: 8.65628e-05 | val_loss: 8.55993e-05 | Time: 5131.4 ms [2021-09-26 14:19:47 main:574] : INFO : Epoch 1618 | loss: 8.92196e-05 | val_loss: 8.89127e-05 | Time: 5141.73 ms [2021-09-26 14:19:52 main:574] : INFO : Epoch 1619 | loss: 9.0468e-05 | val_loss: 8.711e-05 | Time: 5222.54 ms [2021-09-26 14:19:58 main:574] : INFO : Epoch 1620 | loss: 8.51046e-05 | val_loss: 8.23711e-05 | Time: 5283.01 ms [2021-09-26 14:20:03 main:574] : INFO : Epoch 1621 | loss: 8.20591e-05 | val_loss: 8.05062e-05 | Time: 5227.95 ms [2021-09-26 14:20:08 main:574] : INFO : Epoch 1622 | loss: 8.14409e-05 | val_loss: 8.46498e-05 | Time: 5147.96 ms [2021-09-26 14:20:13 main:574] : INFO : Epoch 1623 | loss: 8.16278e-05 | val_loss: 7.9604e-05 | Time: 5235.51 ms [2021-09-26 14:20:19 main:574] : INFO : Epoch 1624 | loss: 8.04241e-05 | val_loss: 7.97147e-05 | Time: 5290.04 ms [2021-09-26 14:20:24 main:574] : INFO : Epoch 1625 | loss: 7.98799e-05 | val_loss: 7.78712e-05 | Time: 5230.69 ms [2021-09-26 14:20:29 main:574] : INFO : Epoch 1626 | loss: 7.7766e-05 | val_loss: 7.77811e-05 | Time: 5106.7 ms [2021-09-26 14:20:34 main:574] : INFO : Epoch 1627 | loss: 7.66807e-05 | val_loss: 7.81567e-05 | Time: 5170.86 ms [2021-09-26 14:20:39 main:574] : INFO : Epoch 1628 | loss: 7.94269e-05 | val_loss: 7.72391e-05 | Time: 5311.69 ms [2021-09-26 14:20:45 main:574] : INFO : Epoch 1629 | loss: 7.64667e-05 | val_loss: 7.46666e-05 | Time: 5150.18 ms [2021-09-26 14:20:50 main:574] : INFO : Epoch 1630 | loss: 7.38734e-05 | val_loss: 7.40275e-05 | Time: 5230.63 ms [2021-09-26 14:20:55 main:574] : INFO : Epoch 1631 | loss: 7.32748e-05 | val_loss: 7.51734e-05 | Time: 5130.32 ms [2021-09-26 14:21:00 main:574] : INFO : Epoch 1632 | loss: 7.41814e-05 | val_loss: 7.44182e-05 | Time: 5306.71 ms [2021-09-26 14:21:06 main:574] : INFO : Epoch 1633 | loss: 7.39155e-05 | val_loss: 7.29651e-05 | Time: 5506.99 ms [2021-09-26 14:21:11 main:574] : INFO : Epoch 1634 | loss: 7.19519e-05 | val_loss: 7.28683e-05 | Time: 5048.03 ms [2021-09-26 14:21:16 main:574] : INFO : Epoch 1635 | loss: 7.16012e-05 | val_loss: 7.50117e-05 | Time: 5193.32 ms [2021-09-26 14:21:21 main:574] : INFO : Epoch 1636 | loss: 7.18407e-05 | val_loss: 7.35473e-05 | Time: 5397.06 ms [2021-09-26 14:21:27 main:574] : INFO : Epoch 1637 | loss: 7.12606e-05 | val_loss: 7.05833e-05 | Time: 5238.2 ms [2021-09-26 14:21:32 main:574] : INFO : Epoch 1638 | loss: 6.98893e-05 | val_loss: 7.03354e-05 | Time: 5277.89 ms [2021-09-26 14:21:37 main:574] : INFO : Epoch 1639 | loss: 6.91396e-05 | val_loss: 6.91391e-05 | Time: 5280.11 ms [2021-09-26 14:21:43 main:574] : INFO : Epoch 1640 | loss: 6.96289e-05 | val_loss: 7.38295e-05 | Time: 5345.88 ms [2021-09-26 14:21:48 main:574] : INFO : Epoch 1641 | loss: 7.22027e-05 | val_loss: 6.97007e-05 | Time: 5171.02 ms [2021-09-26 14:21:53 main:574] : INFO : Epoch 1642 | loss: 6.80475e-05 | val_loss: 6.84251e-05 | Time: 5319.74 ms [2021-09-26 14:21:58 main:574] : INFO : Epoch 1643 | loss: 6.63856e-05 | val_loss: 6.70928e-05 | Time: 5304.15 ms [2021-09-26 14:22:04 main:574] : INFO : Epoch 1644 | loss: 6.61265e-05 | val_loss: 6.63692e-05 | Time: 5278.99 ms [2021-09-26 14:22:09 main:574] : INFO : Epoch 1645 | loss: 6.59426e-05 | val_loss: 6.63171e-05 | Time: 5391.84 ms [2021-09-26 14:22:15 main:574] : INFO : Epoch 1646 | loss: 6.54254e-05 | val_loss: 6.52949e-05 | Time: 5448.16 ms [2021-09-26 14:22:20 main:574] : INFO : Epoch 1647 | loss: 6.47328e-05 | val_loss: 6.65056e-05 | Time: 5448.76 ms [2021-09-26 14:22:25 main:574] : INFO : Epoch 1648 | loss: 6.56176e-05 | val_loss: 6.82483e-05 | Time: 5067.11 ms [2021-09-26 14:22:30 main:574] : INFO : Epoch 1649 | loss: 6.62014e-05 | val_loss: 6.46759e-05 | Time: 5143.72 ms [2021-09-26 14:22:35 main:574] : INFO : Epoch 1650 | loss: 6.38326e-05 | val_loss: 6.49983e-05 | Time: 5258.63 ms [2021-09-26 14:22:41 main:574] : INFO : Epoch 1651 | loss: 6.34669e-05 | val_loss: 6.459e-05 | Time: 5037.32 ms [2021-09-26 14:22:46 main:574] : INFO : Epoch 1652 | loss: 6.35029e-05 | val_loss: 6.50636e-05 | Time: 5275.1 ms [2021-09-26 14:22:51 main:574] : INFO : Epoch 1653 | loss: 6.39024e-05 | val_loss: 6.50016e-05 | Time: 5238.46 ms [2021-09-26 14:22:56 main:574] : INFO : Epoch 1654 | loss: 6.30853e-05 | val_loss: 6.32615e-05 | Time: 5121.91 ms [2021-09-26 14:23:01 main:574] : INFO : Epoch 1655 | loss: 6.36302e-05 | val_loss: 6.23054e-05 | Time: 5184.62 ms [2021-09-26 14:23:07 main:574] : INFO : Epoch 1656 | loss: 6.54539e-05 | val_loss: 6.46742e-05 | Time: 5456.07 ms [2021-09-26 14:23:12 main:574] : INFO : Epoch 1657 | loss: 6.51743e-05 | val_loss: 6.3883e-05 | Time: 5398.07 ms [2021-09-26 14:23:18 main:574] : INFO : Epoch 1658 | loss: 6.22124e-05 | val_loss: 6.35013e-05 | Time: 5402.51 ms [2021-09-26 14:23:23 main:574] : INFO : Epoch 1659 | loss: 6.12425e-05 | val_loss: 6.15829e-05 | Time: 5333.43 ms [2021-09-26 14:23:28 main:574] : INFO : Epoch 1660 | loss: 6.06133e-05 | val_loss: 6.04425e-05 | Time: 5439.75 ms [2021-09-26 14:23:34 main:574] : INFO : Epoch 1661 | loss: 6.054e-05 | val_loss: 6.20879e-05 | Time: 5388.87 ms [2021-09-26 14:23:39 main:574] : INFO : Epoch 1662 | loss: 6.2403e-05 | val_loss: 6.09547e-05 | Time: 5023.75 ms [2021-09-26 14:23:44 main:574] : INFO : Epoch 1663 | loss: 6.1879e-05 | val_loss: 5.97559e-05 | Time: 5208.36 ms [2021-09-26 14:23:49 main:574] : INFO : Epoch 1664 | loss: 6.06341e-05 | val_loss: 6.16538e-05 | Time: 5240.28 ms [2021-09-26 14:23:54 main:574] : INFO : Epoch 1665 | loss: 5.94785e-05 | val_loss: 5.9197e-05 | Time: 5151.96 ms [2021-09-26 14:24:00 main:574] : INFO : Epoch 1666 | loss: 5.85048e-05 | val_loss: 6.27886e-05 | Time: 5104.84 ms [2021-09-26 14:24:05 main:574] : INFO : Epoch 1667 | loss: 5.84068e-05 | val_loss: 5.58925e-05 | Time: 5110.96 ms [2021-09-26 14:24:10 main:574] : INFO : Epoch 1668 | loss: 5.31177e-05 | val_loss: 5.0666e-05 | Time: 5297.57 ms [2021-09-26 14:24:15 main:574] : INFO : Epoch 1669 | loss: 4.98762e-05 | val_loss: 5.12156e-05 | Time: 5295.1 ms [2021-09-26 14:24:20 main:574] : INFO : Epoch 1670 | loss: 4.93049e-05 | val_loss: 4.65027e-05 | Time: 5121.38 ms [2021-09-26 14:24:26 main:574] : INFO : Epoch 1671 | loss: 4.62127e-05 | val_loss: 4.57539e-05 | Time: 5251.97 ms [2021-09-26 14:24:31 main:574] : INFO : Epoch 1672 | loss: 4.83184e-05 | val_loss: 4.98022e-05 | Time: 5209.85 ms [2021-09-26 14:24:36 main:574] : INFO : Epoch 1673 | loss: 4.51432e-05 | val_loss: 4.38934e-05 | Time: 5326.74 ms [2021-09-26 14:24:42 main:574] : INFO : Epoch 1674 | loss: 4.41353e-05 | val_loss: 4.47975e-05 | Time: 5371.29 ms [2021-09-26 14:24:47 main:574] : INFO : Epoch 1675 | loss: 4.42249e-05 | val_loss: 4.31134e-05 | Time: 5205.85 ms [2021-09-26 14:24:52 main:574] : INFO : Epoch 1676 | loss: 4.52754e-05 | val_loss: 4.901e-05 | Time: 5155.9 ms [2021-09-26 14:24:57 main:574] : INFO : Epoch 1677 | loss: 4.37752e-05 | val_loss: 4.38192e-05 | Time: 5448.1 ms [2021-09-26 14:25:03 main:574] : INFO : Epoch 1678 | loss: 4.32039e-05 | val_loss: 4.35073e-05 | Time: 5317.53 ms [2021-09-26 14:25:08 main:574] : INFO : Epoch 1679 | loss: 4.19088e-05 | val_loss: 4.24944e-05 | Time: 5455.34 ms [2021-09-26 14:25:13 main:574] : INFO : Epoch 1680 | loss: 4.09593e-05 | val_loss: 4.12096e-05 | Time: 5225.52 ms [2021-09-26 14:25:19 main:574] : INFO : Epoch 1681 | loss: 4.24872e-05 | val_loss: 4.443e-05 | Time: 5234.44 ms [2021-09-26 14:25:24 main:574] : INFO : Epoch 1682 | loss: 4.0315e-05 | val_loss: 4.24513e-05 | Time: 5042.35 ms [2021-09-26 14:25:29 main:574] : INFO : Epoch 1683 | loss: 4.00312e-05 | val_loss: 4.18052e-05 | Time: 5765.6 ms [2021-09-26 14:25:35 main:574] : INFO : Epoch 1684 | loss: 3.96131e-05 | val_loss: 3.9548e-05 | Time: 5171.79 ms [2021-09-26 14:25:40 main:574] : INFO : Epoch 1685 | loss: 3.9117e-05 | val_loss: 3.92113e-05 | Time: 5139.12 ms [2021-09-26 14:25:45 main:574] : INFO : Epoch 1686 | loss: 3.82154e-05 | val_loss: 4.14925e-05 | Time: 5135.43 ms [2021-09-26 14:25:50 main:574] : INFO : Epoch 1687 | loss: 3.87347e-05 | val_loss: 3.89816e-05 | Time: 5282.29 ms [2021-09-26 14:25:55 main:574] : INFO : Epoch 1688 | loss: 3.65042e-05 | val_loss: 3.77651e-05 | Time: 5212.56 ms [2021-09-26 14:26:01 main:574] : INFO : Epoch 1689 | loss: 3.67663e-05 | val_loss: 4.81811e-05 | Time: 5116.02 ms [2021-09-26 14:26:06 main:574] : INFO : Epoch 1690 | loss: 5.72355e-05 | val_loss: 4.40781e-05 | Time: 5028.57 ms [2021-09-26 14:26:11 main:574] : INFO : Epoch 1691 | loss: 4.02028e-05 | val_loss: 4.32179e-05 | Time: 5209.17 ms [2021-09-26 14:26:16 main:574] : INFO : Epoch 1692 | loss: 3.69546e-05 | val_loss: 3.70187e-05 | Time: 5086.01 ms [2021-09-26 14:26:21 main:574] : INFO : Epoch 1693 | loss: 3.5255e-05 | val_loss: 3.71397e-05 | Time: 5252.17 ms [2021-09-26 14:26:26 main:574] : INFO : Epoch 1694 | loss: 3.51358e-05 | val_loss: 3.73652e-05 | Time: 5247.03 ms [2021-09-26 14:26:32 main:574] : INFO : Epoch 1695 | loss: 3.60419e-05 | val_loss: 3.59197e-05 | Time: 5180.89 ms [2021-09-26 14:26:37 main:574] : INFO : Epoch 1696 | loss: 3.48389e-05 | val_loss: 3.59051e-05 | Time: 5301.27 ms [2021-09-26 14:26:42 main:574] : INFO : Epoch 1697 | loss: 3.43332e-05 | val_loss: 3.53749e-05 | Time: 5445.49 ms [2021-09-26 14:26:48 main:574] : INFO : Epoch 1698 | loss: 3.40848e-05 | val_loss: 3.55584e-05 | Time: 5200.11 ms [2021-09-26 14:26:53 main:574] : INFO : Epoch 1699 | loss: 3.37986e-05 | val_loss: 3.70668e-05 | Time: 5414.07 ms [2021-09-26 14:26:58 main:574] : INFO : Epoch 1700 | loss: 3.60314e-05 | val_loss: 4.98578e-05 | Time: 5148.12 ms [2021-09-26 14:27:04 main:574] : INFO : Epoch 1701 | loss: 3.98292e-05 | val_loss: 3.80603e-05 | Time: 5401.22 ms [2021-09-26 14:27:09 main:574] : INFO : Epoch 1702 | loss: 3.5033e-05 | val_loss: 3.46246e-05 | Time: 5247.39 ms [2021-09-26 14:27:14 main:574] : INFO : Epoch 1703 | loss: 3.44486e-05 | val_loss: 3.69888e-05 | Time: 5271.69 ms [2021-09-26 14:27:19 main:574] : INFO : Epoch 1704 | loss: 3.35405e-05 | val_loss: 3.40065e-05 | Time: 5165.36 ms [2021-09-26 14:27:24 main:574] : INFO : Epoch 1705 | loss: 3.3397e-05 | val_loss: 3.62386e-05 | Time: 5129.81 ms [2021-09-26 14:27:30 main:574] : INFO : Epoch 1706 | loss: 3.53201e-05 | val_loss: 3.3952e-05 | Time: 5188.1 ms [2021-09-26 14:27:35 main:574] : INFO : Epoch 1707 | loss: 3.26799e-05 | val_loss: 3.22976e-05 | Time: 5299.45 ms [2021-09-26 14:27:40 main:574] : INFO : Epoch 1708 | loss: 3.56e-05 | val_loss: 4.3205e-05 | Time: 5161.96 ms [2021-09-26 14:27:45 main:574] : INFO : Epoch 1709 | loss: 3.61409e-05 | val_loss: 3.84023e-05 | Time: 5262.75 ms [2021-09-26 14:27:51 main:574] : INFO : Epoch 1710 | loss: 3.72201e-05 | val_loss: 3.34108e-05 | Time: 5354.23 ms [2021-09-26 14:27:56 main:574] : INFO : Epoch 1711 | loss: 3.20985e-05 | val_loss: 3.23271e-05 | Time: 5378.48 ms [2021-09-26 14:28:01 main:574] : INFO : Epoch 1712 | loss: 3.11992e-05 | val_loss: 3.33836e-05 | Time: 5281.86 ms [2021-09-26 14:28:07 main:574] : INFO : Epoch 1713 | loss: 3.81715e-05 | val_loss: 3.6421e-05 | Time: 5270.5 ms [2021-09-26 14:28:12 main:574] : INFO : Epoch 1714 | loss: 3.35952e-05 | val_loss: 3.35228e-05 | Time: 5194.64 ms [2021-09-26 14:28:17 main:574] : INFO : Epoch 1715 | loss: 3.34441e-05 | val_loss: 3.46371e-05 | Time: 5222.98 ms [2021-09-26 14:28:22 main:574] : INFO : Epoch 1716 | loss: 3.33409e-05 | val_loss: 3.89874e-05 | Time: 5135.62 ms [2021-09-26 14:28:28 main:574] : INFO : Epoch 1717 | loss: 3.69886e-05 | val_loss: 3.46836e-05 | Time: 5360.68 ms [2021-09-26 14:28:33 main:574] : INFO : Epoch 1718 | loss: 3.17076e-05 | val_loss: 3.27924e-05 | Time: 5478.73 ms [2021-09-26 14:28:38 main:574] : INFO : Epoch 1719 | loss: 3.01825e-05 | val_loss: 3.12443e-05 | Time: 5362.59 ms [2021-09-26 14:28:44 main:574] : INFO : Epoch 1720 | loss: 2.9994e-05 | val_loss: 3.17383e-05 | Time: 5261.38 ms [2021-09-26 14:28:49 main:574] : INFO : Epoch 1721 | loss: 3.0073e-05 | val_loss: 3.07765e-05 | Time: 5036.13 ms [2021-09-26 14:28:54 main:574] : INFO : Epoch 1722 | loss: 3.46993e-05 | val_loss: 5.06336e-05 | Time: 5330.59 ms [2021-09-26 14:28:59 main:574] : INFO : Epoch 1723 | loss: 4.04287e-05 | val_loss: 3.09595e-05 | Time: 5135.18 ms [2021-09-26 14:29:04 main:574] : INFO : Epoch 1724 | loss: 3.13485e-05 | val_loss: 3.36802e-05 | Time: 5046.6 ms [2021-09-26 14:29:09 main:574] : INFO : Epoch 1725 | loss: 3.23406e-05 | val_loss: 3.01376e-05 | Time: 5122.8 ms [2021-09-26 14:29:14 main:574] : INFO : Epoch 1726 | loss: 2.96731e-05 | val_loss: 3.038e-05 | Time: 5115.53 ms [2021-09-26 14:29:20 main:574] : INFO : Epoch 1727 | loss: 3.05406e-05 | val_loss: 3.20876e-05 | Time: 5336.74 ms [2021-09-26 14:29:25 main:574] : INFO : Epoch 1728 | loss: 3.04179e-05 | val_loss: 3.50048e-05 | Time: 5502.33 ms [2021-09-26 14:29:31 main:574] : INFO : Epoch 1729 | loss: 3.181e-05 | val_loss: 3.16942e-05 | Time: 5485.37 ms [2021-09-26 14:29:36 main:574] : INFO : Epoch 1730 | loss: 3.26342e-05 | val_loss: 3.51843e-05 | Time: 5076.48 ms [2021-09-26 14:29:41 main:574] : INFO : Epoch 1731 | loss: 3.29939e-05 | val_loss: 3.11635e-05 | Time: 5491.82 ms [2021-09-26 14:29:47 main:574] : INFO : Epoch 1732 | loss: 3.39312e-05 | val_loss: 3.70345e-05 | Time: 5278.97 ms [2021-09-26 14:29:52 main:574] : INFO : Epoch 1733 | loss: 3.08386e-05 | val_loss: 3.16378e-05 | Time: 5229.19 ms [2021-09-26 14:29:57 main:574] : INFO : Epoch 1734 | loss: 3.447e-05 | val_loss: 3.31011e-05 | Time: 5383.7 ms [2021-09-26 14:30:03 main:574] : INFO : Epoch 1735 | loss: 3.16284e-05 | val_loss: 2.93007e-05 | Time: 5361.88 ms [2021-09-26 14:30:08 main:574] : INFO : Epoch 1736 | loss: 3.03669e-05 | val_loss: 3.16988e-05 | Time: 5309.62 ms [2021-09-26 14:30:13 main:574] : INFO : Epoch 1737 | loss: 2.9229e-05 | val_loss: 3.00773e-05 | Time: 5148.68 ms [2021-09-26 14:30:18 main:574] : INFO : Epoch 1738 | loss: 3.08699e-05 | val_loss: 3.33476e-05 | Time: 5230.46 ms [2021-09-26 14:30:24 main:574] : INFO : Epoch 1739 | loss: 3.41382e-05 | val_loss: 3.22831e-05 | Time: 5263.46 ms [2021-09-26 14:30:29 main:574] : INFO : Epoch 1740 | loss: 3.19782e-05 | val_loss: 3.29638e-05 | Time: 5233.56 ms [2021-09-26 14:30:34 main:574] : INFO : Epoch 1741 | loss: 2.87551e-05 | val_loss: 2.9395e-05 | Time: 5496.04 ms [2021-09-26 14:30:40 main:574] : INFO : Epoch 1742 | loss: 2.96835e-05 | val_loss: 3.13039e-05 | Time: 5364.8 ms [2021-09-26 14:30:45 main:574] : INFO : Epoch 1743 | loss: 3.08513e-05 | val_loss: 3.22877e-05 | Time: 5454.85 ms [2021-09-26 14:30:51 main:574] : INFO : Epoch 1744 | loss: 3.03503e-05 | val_loss: 3.01577e-05 | Time: 5573.6 ms [2021-09-26 14:30:56 main:574] : INFO : Epoch 1745 | loss: 3.589e-05 | val_loss: 3.14309e-05 | Time: 5100.88 ms [2021-09-26 14:31:01 main:574] : INFO : Epoch 1746 | loss: 3.06388e-05 | val_loss: 2.78502e-05 | Time: 5089.41 ms [2021-09-26 14:31:06 main:574] : INFO : Epoch 1747 | loss: 2.88289e-05 | val_loss: 2.81537e-05 | Time: 5507.08 ms [2021-09-26 14:31:12 main:574] : INFO : Epoch 1748 | loss: 2.92201e-05 | val_loss: 2.87637e-05 | Time: 5570.74 ms [2021-09-26 14:31:17 main:574] : INFO : Epoch 1749 | loss: 2.71384e-05 | val_loss: 2.85145e-05 | Time: 5456.34 ms [2021-09-26 14:31:23 main:574] : INFO : Epoch 1750 | loss: 3.56768e-05 | val_loss: 3.06431e-05 | Time: 5436.18 ms [2021-09-26 14:31:28 main:574] : INFO : Epoch 1751 | loss: 3.37452e-05 | val_loss: 3.29925e-05 | Time: 5434.9 ms [2021-09-26 14:31:34 main:574] : INFO : Epoch 1752 | loss: 2.78739e-05 | val_loss: 2.68672e-05 | Time: 5423.48 ms [2021-09-26 14:31:39 main:574] : INFO : Epoch 1753 | loss: 2.94634e-05 | val_loss: 2.84079e-05 | Time: 5312.52 ms [2021-09-26 14:31:44 main:574] : INFO : Epoch 1754 | loss: 2.63524e-05 | val_loss: 2.67048e-05 | Time: 5353.69 ms [2021-09-26 14:31:50 main:574] : INFO : Epoch 1755 | loss: 2.74123e-05 | val_loss: 2.82204e-05 | Time: 5531.18 ms [2021-09-26 14:31:55 main:574] : INFO : Epoch 1756 | loss: 2.89859e-05 | val_loss: 2.80608e-05 | Time: 5255.81 ms [2021-09-26 14:32:00 main:574] : INFO : Epoch 1757 | loss: 2.73773e-05 | val_loss: 2.84457e-05 | Time: 5056.77 ms [2021-09-26 14:32:06 main:574] : INFO : Epoch 1758 | loss: 3.25834e-05 | val_loss: 3.05014e-05 | Time: 5312.98 ms [2021-09-26 14:32:11 main:574] : INFO : Epoch 1759 | loss: 2.73977e-05 | val_loss: 2.71449e-05 | Time: 5233.62 ms [2021-09-26 14:32:16 main:574] : INFO : Epoch 1760 | loss: 2.71235e-05 | val_loss: 2.57032e-05 | Time: 5256.5 ms [2021-09-26 14:32:21 main:574] : INFO : Epoch 1761 | loss: 0.00027764 | val_loss: 0.00564201 | Time: 5275.27 ms [2021-09-26 14:32:27 main:574] : INFO : Epoch 1762 | loss: 0.0117093 | val_loss: 0.00528272 | Time: 5208.46 ms [2021-09-26 14:32:32 main:574] : INFO : Epoch 1763 | loss: 0.00233736 | val_loss: 0.00099455 | Time: 5051.2 ms [2021-09-26 14:32:37 main:574] : INFO : Epoch 1764 | loss: 0.000596131 | val_loss: 0.000377929 | Time: 5429.16 ms [2021-09-26 14:32:42 main:574] : INFO : Epoch 1765 | loss: 0.000293903 | val_loss: 0.000226733 | Time: 5365.45 ms [2021-09-26 14:32:48 main:574] : INFO : Epoch 1766 | loss: 0.000203671 | val_loss: 0.000171841 | Time: 5148.32 ms [2021-09-26 14:32:53 main:574] : INFO : Epoch 1767 | loss: 0.000150306 | val_loss: 0.00011856 | Time: 5425.09 ms [2021-09-26 14:32:58 main:574] : INFO : Epoch 1768 | loss: 0.000110824 | val_loss: 9.37556e-05 | Time: 5231.54 ms [2021-09-26 14:33:04 main:574] : INFO : Epoch 1769 | loss: 9.32898e-05 | val_loss: 8.24645e-05 | Time: 5264.48 ms [2021-09-26 14:33:09 main:574] : INFO : Epoch 1770 | loss: 8.46789e-05 | val_loss: 7.66369e-05 | Time: 5335.15 ms [2021-09-26 14:33:14 main:574] : INFO : Epoch 1771 | loss: 7.97801e-05 | val_loss: 7.26706e-05 | Time: 5574.5 ms [2021-09-26 14:33:20 main:574] : INFO : Epoch 1772 | loss: 7.57905e-05 | val_loss: 6.98959e-05 | Time: 5050.11 ms [2021-09-26 14:33:25 main:574] : INFO : Epoch 1773 | loss: 7.27205e-05 | val_loss: 6.72851e-05 | Time: 5227.92 ms [2021-09-26 14:33:30 main:574] : INFO : Epoch 1774 | loss: 6.97295e-05 | val_loss: 6.52596e-05 | Time: 5205.4 ms [2021-09-26 14:33:35 main:574] : INFO : Epoch 1775 | loss: 6.79948e-05 | val_loss: 6.3915e-05 | Time: 5138.85 ms [2021-09-26 14:33:40 main:574] : INFO : Epoch 1776 | loss: 6.63614e-05 | val_loss: 6.24445e-05 | Time: 5176.93 ms [2021-09-26 14:33:46 main:574] : INFO : Epoch 1777 | loss: 6.50816e-05 | val_loss: 6.09524e-05 | Time: 5247.48 ms [2021-09-26 14:33:51 main:574] : INFO : Epoch 1778 | loss: 6.63338e-05 | val_loss: 7.64743e-05 | Time: 5299.29 ms [2021-09-26 14:33:56 main:574] : INFO : Epoch 1779 | loss: 8.18663e-05 | val_loss: 6.79822e-05 | Time: 5329.37 ms [2021-09-26 14:34:01 main:574] : INFO : Epoch 1780 | loss: 6.49061e-05 | val_loss: 5.8376e-05 | Time: 5253.87 ms [2021-09-26 14:34:07 main:574] : INFO : Epoch 1781 | loss: 6.18846e-05 | val_loss: 5.7731e-05 | Time: 5376.76 ms [2021-09-26 14:34:12 main:574] : INFO : Epoch 1782 | loss: 6.07982e-05 | val_loss: 5.68749e-05 | Time: 5286.8 ms [2021-09-26 14:34:17 main:574] : INFO : Epoch 1783 | loss: 5.99482e-05 | val_loss: 5.65381e-05 | Time: 5276.02 ms [2021-09-26 14:34:23 main:574] : INFO : Epoch 1784 | loss: 5.96236e-05 | val_loss: 5.61418e-05 | Time: 5284.97 ms [2021-09-26 14:34:28 main:574] : INFO : Epoch 1785 | loss: 5.90979e-05 | val_loss: 5.53709e-05 | Time: 5236.28 ms [2021-09-26 14:34:33 main:574] : INFO : Epoch 1786 | loss: 5.84754e-05 | val_loss: 5.49599e-05 | Time: 5210.39 ms [2021-09-26 14:34:38 main:574] : INFO : Epoch 1787 | loss: 5.81293e-05 | val_loss: 5.44746e-05 | Time: 5318.51 ms [2021-09-26 14:34:44 main:574] : INFO : Epoch 1788 | loss: 5.77062e-05 | val_loss: 5.41646e-05 | Time: 5101.33 ms [2021-09-26 14:34:49 main:574] : INFO : Epoch 1789 | loss: 5.73345e-05 | val_loss: 5.40501e-05 | Time: 5418.1 ms [2021-09-26 14:34:54 main:574] : INFO : Epoch 1790 | loss: 5.71955e-05 | val_loss: 5.39484e-05 | Time: 5240.22 ms [2021-09-26 14:35:00 main:574] : INFO : Epoch 1791 | loss: 5.69957e-05 | val_loss: 5.33719e-05 | Time: 5415.43 ms [2021-09-26 14:35:05 main:574] : INFO : Epoch 1792 | loss: 5.62246e-05 | val_loss: 5.27335e-05 | Time: 5219.03 ms [2021-09-26 14:35:10 main:574] : INFO : Epoch 1793 | loss: 5.56644e-05 | val_loss: 5.24074e-05 | Time: 5164.82 ms [2021-09-26 14:35:15 main:574] : INFO : Epoch 1794 | loss: 5.58531e-05 | val_loss: 5.53762e-05 | Time: 5372.5 ms [2021-09-26 14:35:20 main:574] : INFO : Epoch 1795 | loss: 5.84985e-05 | val_loss: 5.19999e-05 | Time: 5079.88 ms [2021-09-26 14:35:26 main:574] : INFO : Epoch 1796 | loss: 5.49633e-05 | val_loss: 5.16213e-05 | Time: 5053.11 ms [2021-09-26 14:35:31 main:574] : INFO : Epoch 1797 | loss: 5.45282e-05 | val_loss: 5.13609e-05 | Time: 5226.62 ms [2021-09-26 14:35:36 main:574] : INFO : Epoch 1798 | loss: 5.45344e-05 | val_loss: 5.22213e-05 | Time: 5382.17 ms [2021-09-26 14:35:42 main:574] : INFO : Epoch 1799 | loss: 6.23362e-05 | val_loss: 5.09922e-05 | Time: 5366.66 ms [2021-09-26 14:35:47 main:574] : INFO : Epoch 1800 | loss: 5.62539e-05 | val_loss: 5.12536e-05 | Time: 5257.75 ms [2021-09-26 14:35:52 main:574] : INFO : Epoch 1801 | loss: 5.41746e-05 | val_loss: 5.12207e-05 | Time: 5168.71 ms [2021-09-26 14:35:57 main:574] : INFO : Epoch 1802 | loss: 5.36163e-05 | val_loss: 5.06025e-05 | Time: 5286.54 ms [2021-09-26 14:36:03 main:574] : INFO : Epoch 1803 | loss: 5.33364e-05 | val_loss: 4.9828e-05 | Time: 5317.85 ms [2021-09-26 14:36:08 main:574] : INFO : Epoch 1804 | loss: 5.28237e-05 | val_loss: 4.95964e-05 | Time: 5198.55 ms [2021-09-26 14:36:13 main:574] : INFO : Epoch 1805 | loss: 5.30019e-05 | val_loss: 4.93252e-05 | Time: 5173.24 ms [2021-09-26 14:36:18 main:574] : INFO : Epoch 1806 | loss: 5.32796e-05 | val_loss: 4.97291e-05 | Time: 5231.44 ms [2021-09-26 14:36:24 main:574] : INFO : Epoch 1807 | loss: 5.33023e-05 | val_loss: 5.5316e-05 | Time: 5601.55 ms [2021-09-26 14:36:29 main:574] : INFO : Epoch 1808 | loss: 5.98847e-05 | val_loss: 5.20264e-05 | Time: 5438.68 ms [2021-09-26 14:36:34 main:574] : INFO : Epoch 1809 | loss: 5.26135e-05 | val_loss: 4.8482e-05 | Time: 5183.07 ms [2021-09-26 14:36:40 main:574] : INFO : Epoch 1810 | loss: 5.17253e-05 | val_loss: 4.82135e-05 | Time: 5168.21 ms [2021-09-26 14:36:45 main:574] : INFO : Epoch 1811 | loss: 5.15705e-05 | val_loss: 4.81015e-05 | Time: 5265.61 ms [2021-09-26 14:36:50 main:574] : INFO : Epoch 1812 | loss: 5.15964e-05 | val_loss: 4.78426e-05 | Time: 5312.95 ms [2021-09-26 14:36:55 main:574] : INFO : Epoch 1813 | loss: 5.20686e-05 | val_loss: 5.30241e-05 | Time: 5209.05 ms [2021-09-26 14:37:01 main:574] : INFO : Epoch 1814 | loss: 6.45111e-05 | val_loss: 5.49572e-05 | Time: 5111.77 ms [2021-09-26 14:37:06 main:574] : INFO : Epoch 1815 | loss: 5.35822e-05 | val_loss: 4.87874e-05 | Time: 5128.74 ms [2021-09-26 14:37:11 main:574] : INFO : Epoch 1816 | loss: 5.18281e-05 | val_loss: 4.74333e-05 | Time: 5266.67 ms [2021-09-26 14:37:16 main:574] : INFO : Epoch 1817 | loss: 5.12808e-05 | val_loss: 4.76705e-05 | Time: 5556.88 ms [2021-09-26 14:37:22 main:574] : INFO : Epoch 1818 | loss: 5.10159e-05 | val_loss: 4.70193e-05 | Time: 5111.24 ms [2021-09-26 14:37:27 main:574] : INFO : Epoch 1819 | loss: 5.06782e-05 | val_loss: 4.67774e-05 | Time: 5188.44 ms [2021-09-26 14:37:32 main:574] : INFO : Epoch 1820 | loss: 5.06415e-05 | val_loss: 4.69906e-05 | Time: 5576.6 ms [2021-09-26 14:37:37 main:574] : INFO : Epoch 1821 | loss: 5.10725e-05 | val_loss: 5.02752e-05 | Time: 5047.47 ms [2021-09-26 14:37:43 main:574] : INFO : Epoch 1822 | loss: 5.51896e-05 | val_loss: 4.77593e-05 | Time: 5192.7 ms [2021-09-26 14:37:48 main:574] : INFO : Epoch 1823 | loss: 5.16775e-05 | val_loss: 4.59895e-05 | Time: 5488.53 ms [2021-09-26 14:37:53 main:574] : INFO : Epoch 1824 | loss: 5.08714e-05 | val_loss: 4.755e-05 | Time: 5173.51 ms [2021-09-26 14:37:58 main:574] : INFO : Epoch 1825 | loss: 4.97027e-05 | val_loss: 4.51724e-05 | Time: 5140.44 ms [2021-09-26 14:38:04 main:574] : INFO : Epoch 1826 | loss: 4.89851e-05 | val_loss: 4.5807e-05 | Time: 5227.77 ms [2021-09-26 14:38:09 main:574] : INFO : Epoch 1827 | loss: 4.88955e-05 | val_loss: 4.48267e-05 | Time: 5145.44 ms [2021-09-26 14:38:14 main:574] : INFO : Epoch 1828 | loss: 6.26379e-05 | val_loss: 4.40109e-05 | Time: 5124.07 ms [2021-09-26 14:38:19 main:574] : INFO : Epoch 1829 | loss: 5.23352e-05 | val_loss: 4.35142e-05 | Time: 5243.44 ms [2021-09-26 14:38:24 main:574] : INFO : Epoch 1830 | loss: 4.79363e-05 | val_loss: 4.33195e-05 | Time: 5118.46 ms [2021-09-26 14:38:29 main:574] : INFO : Epoch 1831 | loss: 4.73718e-05 | val_loss: 4.27865e-05 | Time: 5052.32 ms [2021-09-26 14:38:35 main:574] : INFO : Epoch 1832 | loss: 4.68446e-05 | val_loss: 4.22182e-05 | Time: 5284.31 ms [2021-09-26 14:38:40 main:574] : INFO : Epoch 1833 | loss: 4.6608e-05 | val_loss: 4.20484e-05 | Time: 5347.69 ms [2021-09-26 14:38:45 main:574] : INFO : Epoch 1834 | loss: 4.64254e-05 | val_loss: 4.21237e-05 | Time: 5231.85 ms [2021-09-26 14:38:50 main:574] : INFO : Epoch 1835 | loss: 4.64573e-05 | val_loss: 4.16713e-05 | Time: 5161.76 ms [2021-09-26 14:38:56 main:574] : INFO : Epoch 1836 | loss: 4.59147e-05 | val_loss: 4.15546e-05 | Time: 5098.81 ms [2021-09-26 14:39:01 main:574] : INFO : Epoch 1837 | loss: 4.65045e-05 | val_loss: 4.21421e-05 | Time: 5182.41 ms [2021-09-26 14:39:06 main:574] : INFO : Epoch 1838 | loss: 4.64384e-05 | val_loss: 4.16546e-05 | Time: 5458.98 ms [2021-09-26 14:39:12 main:574] : INFO : Epoch 1839 | loss: 4.91259e-05 | val_loss: 6.22981e-05 | Time: 5355.12 ms [2021-09-26 14:39:17 main:574] : INFO : Epoch 1840 | loss: 5.7188e-05 | val_loss: 4.32111e-05 | Time: 5018.52 ms [2021-09-26 14:39:22 main:574] : INFO : Epoch 1841 | loss: 4.71864e-05 | val_loss: 4.25514e-05 | Time: 5183.28 ms [2021-09-26 14:39:27 main:574] : INFO : Epoch 1842 | loss: 4.59866e-05 | val_loss: 4.08294e-05 | Time: 5014.59 ms [2021-09-26 14:39:32 main:574] : INFO : Epoch 1843 | loss: 4.53093e-05 | val_loss: 4.08902e-05 | Time: 5317.99 ms [2021-09-26 14:39:37 main:574] : INFO : Epoch 1844 | loss: 4.47949e-05 | val_loss: 4.05722e-05 | Time: 5169.43 ms [2021-09-26 14:39:42 main:574] : INFO : Epoch 1845 | loss: 4.47724e-05 | val_loss: 4.12579e-05 | Time: 4880.64 ms [2021-09-26 14:39:47 main:574] : INFO : Epoch 1846 | loss: 6.78707e-05 | val_loss: 4.96345e-05 | Time: 5197.07 ms [2021-09-26 14:39:53 main:574] : INFO : Epoch 1847 | loss: 5.22814e-05 | val_loss: 4.33621e-05 | Time: 5292.62 ms [2021-09-26 14:39:58 main:574] : INFO : Epoch 1848 | loss: 4.50656e-05 | val_loss: 4.05346e-05 | Time: 4937.25 ms [2021-09-26 14:40:03 main:574] : INFO : Epoch 1849 | loss: 4.39612e-05 | val_loss: 3.96988e-05 | Time: 5064.27 ms [2021-09-26 14:40:08 main:574] : INFO : Epoch 1850 | loss: 4.32928e-05 | val_loss: 3.92423e-05 | Time: 5150.83 ms [2021-09-26 14:40:13 main:574] : INFO : Epoch 1851 | loss: 4.27566e-05 | val_loss: 3.88353e-05 | Time: 5365.56 ms [2021-09-26 14:40:18 main:574] : INFO : Epoch 1852 | loss: 4.22426e-05 | val_loss: 3.79641e-05 | Time: 5271.02 ms [2021-09-26 14:40:24 main:574] : INFO : Epoch 1853 | loss: 4.14349e-05 | val_loss: 4.33626e-05 | Time: 5176.5 ms [2021-09-26 14:40:29 main:574] : INFO : Epoch 1854 | loss: 0.000109632 | val_loss: 8.93872e-05 | Time: 5389.48 ms [2021-09-26 14:40:34 main:574] : INFO : Epoch 1855 | loss: 5.52068e-05 | val_loss: 4.33882e-05 | Time: 5294.32 ms [2021-09-26 14:40:40 main:574] : INFO : Epoch 1856 | loss: 4.14503e-05 | val_loss: 3.523e-05 | Time: 5279.04 ms [2021-09-26 14:40:45 main:574] : INFO : Epoch 1857 | loss: 3.72833e-05 | val_loss: 3.29808e-05 | Time: 5410.48 ms [2021-09-26 14:40:50 main:574] : INFO : Epoch 1858 | loss: 3.55766e-05 | val_loss: 3.18907e-05 | Time: 5268.5 ms [2021-09-26 14:40:55 main:574] : INFO : Epoch 1859 | loss: 3.42957e-05 | val_loss: 3.0741e-05 | Time: 5149.95 ms [2021-09-26 14:41:00 main:574] : INFO : Epoch 1860 | loss: 3.21585e-05 | val_loss: 2.98822e-05 | Time: 5032.37 ms [2021-09-26 14:41:06 main:574] : INFO : Epoch 1861 | loss: 3.12783e-05 | val_loss: 2.85504e-05 | Time: 5173.31 ms [2021-09-26 14:41:11 main:574] : INFO : Epoch 1862 | loss: 2.98218e-05 | val_loss: 2.78326e-05 | Time: 5369.23 ms [2021-09-26 14:41:16 main:574] : INFO : Epoch 1863 | loss: 4.89258e-05 | val_loss: 2.90612e-05 | Time: 5361.6 ms [2021-09-26 14:41:22 main:574] : INFO : Epoch 1864 | loss: 3.63072e-05 | val_loss: 3.17976e-05 | Time: 5148.47 ms [2021-09-26 14:41:27 main:574] : INFO : Epoch 1865 | loss: 2.92289e-05 | val_loss: 2.72617e-05 | Time: 5020.76 ms [2021-09-26 14:41:32 main:574] : INFO : Epoch 1866 | loss: 2.74629e-05 | val_loss: 2.47074e-05 | Time: 5342.57 ms [2021-09-26 14:41:37 main:574] : INFO : Epoch 1867 | loss: 2.55707e-05 | val_loss: 2.35931e-05 | Time: 5262.64 ms [2021-09-26 14:41:43 main:574] : INFO : Epoch 1868 | loss: 2.7885e-05 | val_loss: 6.72373e-05 | Time: 5657.28 ms [2021-09-26 14:41:48 main:574] : INFO : Epoch 1869 | loss: 6.74492e-05 | val_loss: 2.61783e-05 | Time: 5373.58 ms [2021-09-26 14:41:54 main:574] : INFO : Epoch 1870 | loss: 2.9981e-05 | val_loss: 2.53303e-05 | Time: 5293.01 ms [2021-09-26 14:41:59 main:574] : INFO : Epoch 1871 | loss: 2.48331e-05 | val_loss: 2.28739e-05 | Time: 5399.16 ms [2021-09-26 14:42:04 main:574] : INFO : Epoch 1872 | loss: 2.3118e-05 | val_loss: 2.18362e-05 | Time: 5260.65 ms [2021-09-26 14:42:09 main:574] : INFO : Epoch 1873 | loss: 2.21594e-05 | val_loss: 2.09601e-05 | Time: 5226.6 ms [2021-09-26 14:42:15 main:574] : INFO : Epoch 1874 | loss: 2.15663e-05 | val_loss: 2.11388e-05 | Time: 5181.13 ms [2021-09-26 14:42:20 main:574] : INFO : Epoch 1875 | loss: 2.08052e-05 | val_loss: 2.02413e-05 | Time: 5308.12 ms [2021-09-26 14:42:25 main:574] : INFO : Epoch 1876 | loss: 2.05053e-05 | val_loss: 2.09639e-05 | Time: 5260.83 ms [2021-09-26 14:42:30 main:574] : INFO : Epoch 1877 | loss: 3.12868e-05 | val_loss: 7.4558e-05 | Time: 5305.62 ms [2021-09-26 14:42:36 main:574] : INFO : Epoch 1878 | loss: 5.45141e-05 | val_loss: 3.84071e-05 | Time: 5432.76 ms [2021-09-26 14:42:41 main:574] : INFO : Epoch 1879 | loss: 3.90803e-05 | val_loss: 3.38137e-05 | Time: 5207.57 ms [2021-09-26 14:42:47 main:574] : INFO : Epoch 1880 | loss: 3.62909e-05 | val_loss: 3.23535e-05 | Time: 5420.83 ms [2021-09-26 14:42:52 main:574] : INFO : Epoch 1881 | loss: 3.48277e-05 | val_loss: 3.13315e-05 | Time: 5478.45 ms [2021-09-26 14:42:58 main:574] : INFO : Epoch 1882 | loss: 3.36059e-05 | val_loss: 3.02049e-05 | Time: 5489.56 ms [2021-09-26 14:43:03 main:574] : INFO : Epoch 1883 | loss: 3.19994e-05 | val_loss: 2.88711e-05 | Time: 5295.14 ms [2021-09-26 14:43:08 main:574] : INFO : Epoch 1884 | loss: 3.05609e-05 | val_loss: 2.87379e-05 | Time: 5070 ms [2021-09-26 14:43:13 main:574] : INFO : Epoch 1885 | loss: 3.00647e-05 | val_loss: 2.82596e-05 | Time: 5194.72 ms [2021-09-26 14:43:18 main:574] : INFO : Epoch 1886 | loss: 4.19126e-05 | val_loss: 3.74203e-05 | Time: 5333.98 ms [2021-09-26 14:43:24 main:574] : INFO : Epoch 1887 | loss: 3.26763e-05 | val_loss: 2.77443e-05 | Time: 5254.8 ms [2021-09-26 14:43:29 main:574] : INFO : Epoch 1888 | loss: 2.90911e-05 | val_loss: 2.62692e-05 | Time: 5256.41 ms [2021-09-26 14:43:34 main:574] : INFO : Epoch 1889 | loss: 2.78235e-05 | val_loss: 2.62076e-05 | Time: 5152.28 ms [2021-09-26 14:43:39 main:574] : INFO : Epoch 1890 | loss: 2.71979e-05 | val_loss: 2.63341e-05 | Time: 5218.58 ms [2021-09-26 14:43:45 main:574] : INFO : Epoch 1891 | loss: 4.2897e-05 | val_loss: 4.52612e-05 | Time: 5405.52 ms [2021-09-26 14:43:50 main:574] : INFO : Epoch 1892 | loss: 3.35724e-05 | val_loss: 2.58418e-05 | Time: 5244.59 ms [2021-09-26 14:43:55 main:574] : INFO : Epoch 1893 | loss: 2.74725e-05 | val_loss: 2.59053e-05 | Time: 5160.02 ms [2021-09-26 14:44:00 main:574] : INFO : Epoch 1894 | loss: 2.56701e-05 | val_loss: 2.39635e-05 | Time: 5052.75 ms [2021-09-26 14:44:05 main:574] : INFO : Epoch 1895 | loss: 2.48203e-05 | val_loss: 2.36676e-05 | Time: 5213.22 ms [2021-09-26 14:44:11 main:574] : INFO : Epoch 1896 | loss: 2.44736e-05 | val_loss: 2.49014e-05 | Time: 5129.92 ms [2021-09-26 14:44:16 main:574] : INFO : Epoch 1897 | loss: 4.29031e-05 | val_loss: 4.30508e-05 | Time: 5548.9 ms [2021-09-26 14:44:21 main:574] : INFO : Epoch 1898 | loss: 3.04897e-05 | val_loss: 2.32013e-05 | Time: 5128.22 ms [2021-09-26 14:44:27 main:574] : INFO : Epoch 1899 | loss: 2.43589e-05 | val_loss: 2.28466e-05 | Time: 5275.29 ms [2021-09-26 14:44:32 main:574] : INFO : Epoch 1900 | loss: 2.29618e-05 | val_loss: 2.2469e-05 | Time: 5186.33 ms [2021-09-26 14:44:37 main:574] : INFO : Epoch 1901 | loss: 2.22628e-05 | val_loss: 2.18111e-05 | Time: 5445.9 ms [2021-09-26 14:44:43 main:574] : INFO : Epoch 1902 | loss: 2.19377e-05 | val_loss: 2.20867e-05 | Time: 5478.73 ms [2021-09-26 14:44:48 main:574] : INFO : Epoch 1903 | loss: 4.58299e-05 | val_loss: 0.000128418 | Time: 5237.21 ms [2021-09-26 14:44:53 main:574] : INFO : Epoch 1904 | loss: 4.61515e-05 | val_loss: 3.55648e-05 | Time: 5522.48 ms [2021-09-26 14:44:59 main:574] : INFO : Epoch 1905 | loss: 2.63958e-05 | val_loss: 2.36782e-05 | Time: 5223.07 ms [2021-09-26 14:45:04 main:574] : INFO : Epoch 1906 | loss: 2.29285e-05 | val_loss: 2.18475e-05 | Time: 5283.73 ms [2021-09-26 14:45:09 main:574] : INFO : Epoch 1907 | loss: 2.13685e-05 | val_loss: 2.2033e-05 | Time: 5370.19 ms [2021-09-26 14:45:15 main:574] : INFO : Epoch 1908 | loss: 2.09544e-05 | val_loss: 2.08511e-05 | Time: 5254.71 ms [2021-09-26 14:45:20 main:574] : INFO : Epoch 1909 | loss: 2.02688e-05 | val_loss: 2.05591e-05 | Time: 5615.93 ms [2021-09-26 14:45:26 main:574] : INFO : Epoch 1910 | loss: 1.99744e-05 | val_loss: 2.01747e-05 | Time: 5487.77 ms [2021-09-26 14:45:31 main:574] : INFO : Epoch 1911 | loss: 1.94427e-05 | val_loss: 2.07564e-05 | Time: 5142.92 ms [2021-09-26 14:45:36 main:574] : INFO : Epoch 1912 | loss: 1.92253e-05 | val_loss: 2.03594e-05 | Time: 5112.09 ms [2021-09-26 14:45:41 main:574] : INFO : Epoch 1913 | loss: 1.90082e-05 | val_loss: 2.01247e-05 | Time: 5232.68 ms [2021-09-26 14:45:46 main:574] : INFO : Epoch 1914 | loss: 1.98079e-05 | val_loss: 3.05384e-05 | Time: 5212.09 ms [2021-09-26 14:45:52 main:574] : INFO : Epoch 1915 | loss: 4.19673e-05 | val_loss: 2.0802e-05 | Time: 5267.91 ms [2021-09-26 14:45:57 main:574] : INFO : Epoch 1916 | loss: 2.13886e-05 | val_loss: 2.14512e-05 | Time: 5203.13 ms [2021-09-26 14:46:02 main:574] : INFO : Epoch 1917 | loss: 1.93735e-05 | val_loss: 1.9575e-05 | Time: 5317.5 ms [2021-09-26 14:46:07 main:574] : INFO : Epoch 1918 | loss: 1.89482e-05 | val_loss: 1.90678e-05 | Time: 5267.6 ms [2021-09-26 14:46:13 main:574] : INFO : Epoch 1919 | loss: 1.84526e-05 | val_loss: 1.96479e-05 | Time: 5335.4 ms [2021-09-26 14:46:18 main:574] : INFO : Epoch 1920 | loss: 1.80439e-05 | val_loss: 1.96708e-05 | Time: 5452.66 ms [2021-09-26 14:46:23 main:574] : INFO : Epoch 1921 | loss: 1.79395e-05 | val_loss: 2.01014e-05 | Time: 5133.63 ms [2021-09-26 14:46:29 main:574] : INFO : Epoch 1922 | loss: 1.76227e-05 | val_loss: 1.87778e-05 | Time: 5404.03 ms [2021-09-26 14:46:34 main:574] : INFO : Epoch 1923 | loss: 1.74907e-05 | val_loss: 1.89222e-05 | Time: 5135.43 ms [2021-09-26 14:46:39 main:574] : INFO : Epoch 1924 | loss: 1.73804e-05 | val_loss: 2.01481e-05 | Time: 5295.91 ms [2021-09-26 14:46:44 main:574] : INFO : Epoch 1925 | loss: 5.22247e-05 | val_loss: 4.73757e-05 | Time: 5158.18 ms [2021-09-26 14:46:50 main:574] : INFO : Epoch 1926 | loss: 2.52639e-05 | val_loss: 1.95512e-05 | Time: 5309.25 ms [2021-09-26 14:46:55 main:574] : INFO : Epoch 1927 | loss: 1.90322e-05 | val_loss: 1.9425e-05 | Time: 5138.47 ms [2021-09-26 14:47:00 main:574] : INFO : Epoch 1928 | loss: 1.77319e-05 | val_loss: 1.83842e-05 | Time: 5501.27 ms [2021-09-26 14:47:06 main:574] : INFO : Epoch 1929 | loss: 1.72867e-05 | val_loss: 1.8296e-05 | Time: 5420.77 ms [2021-09-26 14:47:11 main:574] : INFO : Epoch 1930 | loss: 1.70883e-05 | val_loss: 1.80126e-05 | Time: 5333.63 ms [2021-09-26 14:47:16 main:574] : INFO : Epoch 1931 | loss: 1.68372e-05 | val_loss: 1.77922e-05 | Time: 4989.03 ms [2021-09-26 14:47:21 main:574] : INFO : Epoch 1932 | loss: 1.67706e-05 | val_loss: 1.76298e-05 | Time: 5250.03 ms [2021-09-26 14:47:26 main:574] : INFO : Epoch 1933 | loss: 1.6616e-05 | val_loss: 1.77508e-05 | Time: 5040.41 ms [2021-09-26 14:47:32 main:574] : INFO : Epoch 1934 | loss: 1.65317e-05 | val_loss: 1.75092e-05 | Time: 5575.7 ms [2021-09-26 14:47:37 main:574] : INFO : Epoch 1935 | loss: 1.65302e-05 | val_loss: 1.78576e-05 | Time: 5169.67 ms [2021-09-26 14:47:42 main:574] : INFO : Epoch 1936 | loss: 1.63993e-05 | val_loss: 1.79341e-05 | Time: 5093.29 ms [2021-09-26 14:47:47 main:574] : INFO : Epoch 1937 | loss: 1.73224e-05 | val_loss: 2.14402e-05 | Time: 5062.23 ms [2021-09-26 14:47:53 main:574] : INFO : Epoch 1938 | loss: 1.81328e-05 | val_loss: 1.80525e-05 | Time: 5255.38 ms [2021-09-26 14:47:58 main:574] : INFO : Epoch 1939 | loss: 1.66713e-05 | val_loss: 1.77755e-05 | Time: 5051.05 ms [2021-09-26 14:48:03 main:574] : INFO : Epoch 1940 | loss: 1.88581e-05 | val_loss: 2.32182e-05 | Time: 5767.5 ms [2021-09-26 14:48:09 main:574] : INFO : Epoch 1941 | loss: 1.77969e-05 | val_loss: 1.78453e-05 | Time: 5339.58 ms [2021-09-26 14:48:14 main:574] : INFO : Epoch 1942 | loss: 1.65505e-05 | val_loss: 1.86278e-05 | Time: 5219.07 ms [2021-09-26 14:48:19 main:574] : INFO : Epoch 1943 | loss: 1.70711e-05 | val_loss: 1.83252e-05 | Time: 5178.66 ms [2021-09-26 14:48:25 main:574] : INFO : Epoch 1944 | loss: 1.83405e-05 | val_loss: 1.85244e-05 | Time: 5408.61 ms [2021-09-26 14:48:30 main:574] : INFO : Epoch 1945 | loss: 1.63654e-05 | val_loss: 1.86536e-05 | Time: 5240.91 ms [2021-09-26 14:48:35 main:574] : INFO : Epoch 1946 | loss: 1.80301e-05 | val_loss: 2.75784e-05 | Time: 5198.4 ms [2021-09-26 14:48:41 main:574] : INFO : Epoch 1947 | loss: 2.24807e-05 | val_loss: 1.8226e-05 | Time: 5701.95 ms [2021-09-26 14:48:46 main:574] : INFO : Epoch 1948 | loss: 1.65601e-05 | val_loss: 1.73672e-05 | Time: 5297.01 ms [2021-09-26 14:48:51 main:574] : INFO : Epoch 1949 | loss: 1.59897e-05 | val_loss: 1.72001e-05 | Time: 5274.96 ms [2021-09-26 14:48:57 main:574] : INFO : Epoch 1950 | loss: 1.60279e-05 | val_loss: 1.73199e-05 | Time: 5253.91 ms [2021-09-26 14:49:02 main:574] : INFO : Epoch 1951 | loss: 1.63999e-05 | val_loss: 1.80739e-05 | Time: 5190.14 ms [2021-09-26 14:49:07 main:574] : INFO : Epoch 1952 | loss: 1.79407e-05 | val_loss: 1.82858e-05 | Time: 5349.91 ms [2021-09-26 14:49:12 main:574] : INFO : Epoch 1953 | loss: 2.03002e-05 | val_loss: 2.41169e-05 | Time: 5025.45 ms [2021-09-26 14:49:17 main:574] : INFO : Epoch 1954 | loss: 1.75421e-05 | val_loss: 1.75767e-05 | Time: 5189.46 ms [2021-09-26 14:49:23 main:574] : INFO : Epoch 1955 | loss: 1.58456e-05 | val_loss: 1.82932e-05 | Time: 5140.73 ms [2021-09-26 14:49:28 main:574] : INFO : Epoch 1956 | loss: 1.57539e-05 | val_loss: 1.67014e-05 | Time: 5254.64 ms [2021-09-26 14:49:33 main:574] : INFO : Epoch 1957 | loss: 1.61848e-05 | val_loss: 1.90802e-05 | Time: 5312.46 ms [2021-09-26 14:49:38 main:574] : INFO : Epoch 1958 | loss: 1.70815e-05 | val_loss: 1.77848e-05 | Time: 5411.38 ms [2021-09-26 14:49:44 main:574] : INFO : Epoch 1959 | loss: 2.30082e-05 | val_loss: 1.76588e-05 | Time: 5204.12 ms [2021-09-26 14:49:49 main:574] : INFO : Epoch 1960 | loss: 1.69222e-05 | val_loss: 1.68532e-05 | Time: 5295.78 ms [2021-09-26 14:49:54 main:574] : INFO : Epoch 1961 | loss: 1.5517e-05 | val_loss: 1.68296e-05 | Time: 5258.23 ms [2021-09-26 14:50:00 main:574] : INFO : Epoch 1962 | loss: 1.71032e-05 | val_loss: 1.7733e-05 | Time: 5225.71 ms [2021-09-26 14:50:05 main:574] : INFO : Epoch 1963 | loss: 1.57654e-05 | val_loss: 1.68678e-05 | Time: 5465.9 ms [2021-09-26 14:50:10 main:574] : INFO : Epoch 1964 | loss: 1.54346e-05 | val_loss: 1.63107e-05 | Time: 5298.84 ms [2021-09-26 14:50:16 main:574] : INFO : Epoch 1965 | loss: 1.79434e-05 | val_loss: 3.20436e-05 | Time: 5262.61 ms [2021-09-26 14:50:21 main:574] : INFO : Epoch 1966 | loss: 2.80312e-05 | val_loss: 2.15389e-05 | Time: 5313.06 ms [2021-09-26 14:50:26 main:574] : INFO : Epoch 1967 | loss: 1.67643e-05 | val_loss: 1.67178e-05 | Time: 5220.11 ms [2021-09-26 14:50:32 main:574] : INFO : Epoch 1968 | loss: 1.54824e-05 | val_loss: 1.6794e-05 | Time: 5434.28 ms [2021-09-26 14:50:37 main:574] : INFO : Epoch 1969 | loss: 1.51237e-05 | val_loss: 1.63938e-05 | Time: 5251.42 ms [2021-09-26 14:50:42 main:574] : INFO : Epoch 1970 | loss: 1.50866e-05 | val_loss: 1.62277e-05 | Time: 5359.77 ms [2021-09-26 14:50:47 main:574] : INFO : Epoch 1971 | loss: 1.52448e-05 | val_loss: 1.64183e-05 | Time: 5187.88 ms [2021-09-26 14:50:53 main:574] : INFO : Epoch 1972 | loss: 1.508e-05 | val_loss: 1.61137e-05 | Time: 5422.8 ms [2021-09-26 14:50:58 main:574] : INFO : Epoch 1973 | loss: 1.49517e-05 | val_loss: 1.61133e-05 | Time: 5147.19 ms [2021-09-26 14:51:03 main:574] : INFO : Epoch 1974 | loss: 1.60879e-05 | val_loss: 2.57127e-05 | Time: 5201.36 ms [2021-09-26 14:51:08 main:574] : INFO : Epoch 1975 | loss: 2.87356e-05 | val_loss: 2.16504e-05 | Time: 5093.15 ms [2021-09-26 14:51:13 main:574] : INFO : Epoch 1976 | loss: 1.74247e-05 | val_loss: 1.71004e-05 | Time: 5070.21 ms [2021-09-26 14:51:18 main:574] : INFO : Epoch 1977 | loss: 1.55862e-05 | val_loss: 1.65241e-05 | Time: 5198.89 ms [2021-09-26 14:51:24 main:574] : INFO : Epoch 1978 | loss: 1.51334e-05 | val_loss: 1.68578e-05 | Time: 5248.28 ms [2021-09-26 14:51:29 main:574] : INFO : Epoch 1979 | loss: 1.50362e-05 | val_loss: 1.6159e-05 | Time: 5204.36 ms [2021-09-26 14:51:34 main:574] : INFO : Epoch 1980 | loss: 1.47213e-05 | val_loss: 1.60363e-05 | Time: 5287.29 ms [2021-09-26 14:51:39 main:574] : INFO : Epoch 1981 | loss: 2.02309e-05 | val_loss: 4.52037e-05 | Time: 5111.35 ms [2021-09-26 14:51:45 main:574] : INFO : Epoch 1982 | loss: 2.20824e-05 | val_loss: 1.71965e-05 | Time: 5174.5 ms [2021-09-26 14:51:50 main:574] : INFO : Epoch 1983 | loss: 1.5525e-05 | val_loss: 1.70693e-05 | Time: 5214.28 ms [2021-09-26 14:51:55 main:574] : INFO : Epoch 1984 | loss: 1.49316e-05 | val_loss: 1.6363e-05 | Time: 5250.12 ms [2021-09-26 14:52:00 main:574] : INFO : Epoch 1985 | loss: 1.48182e-05 | val_loss: 1.59688e-05 | Time: 5075.98 ms [2021-09-26 14:52:05 main:574] : INFO : Epoch 1986 | loss: 1.52681e-05 | val_loss: 1.76939e-05 | Time: 5295.99 ms [2021-09-26 14:52:11 main:574] : INFO : Epoch 1987 | loss: 1.6416e-05 | val_loss: 1.60524e-05 | Time: 5154.96 ms [2021-09-26 14:52:16 main:574] : INFO : Epoch 1988 | loss: 1.47925e-05 | val_loss: 1.66296e-05 | Time: 5246.68 ms [2021-09-26 14:52:21 main:574] : INFO : Epoch 1989 | loss: 1.48397e-05 | val_loss: 1.7147e-05 | Time: 5028.72 ms [2021-09-26 14:52:26 main:574] : INFO : Epoch 1990 | loss: 3.03006e-05 | val_loss: 2.67018e-05 | Time: 5288.11 ms [2021-09-26 14:52:31 main:574] : INFO : Epoch 1991 | loss: 1.79081e-05 | val_loss: 1.7735e-05 | Time: 5040.34 ms [2021-09-26 14:52:37 main:574] : INFO : Epoch 1992 | loss: 1.53563e-05 | val_loss: 1.61228e-05 | Time: 5380.33 ms [2021-09-26 14:52:42 main:574] : INFO : Epoch 1993 | loss: 1.50952e-05 | val_loss: 1.59385e-05 | Time: 5199.54 ms [2021-09-26 14:52:47 main:574] : INFO : Epoch 1994 | loss: 1.49488e-05 | val_loss: 1.60714e-05 | Time: 5300.85 ms [2021-09-26 14:52:52 main:574] : INFO : Epoch 1995 | loss: 1.45661e-05 | val_loss: 1.57388e-05 | Time: 5233.43 ms [2021-09-26 14:52:57 main:574] : INFO : Epoch 1996 | loss: 1.44634e-05 | val_loss: 1.56671e-05 | Time: 5207.44 ms [2021-09-26 14:53:03 main:574] : INFO : Epoch 1997 | loss: 1.45435e-05 | val_loss: 1.59824e-05 | Time: 5242.49 ms [2021-09-26 14:53:08 main:574] : INFO : Epoch 1998 | loss: 1.45578e-05 | val_loss: 1.59145e-05 | Time: 5335.18 ms [2021-09-26 14:53:13 main:574] : INFO : Epoch 1999 | loss: 1.51319e-05 | val_loss: 1.92506e-05 | Time: 5219.93 ms [2021-09-26 14:53:19 main:574] : INFO : Epoch 2000 | loss: 2.05015e-05 | val_loss: 1.80796e-05 | Time: 5639.36 ms [2021-09-26 14:53:24 main:574] : INFO : Epoch 2001 | loss: 1.59161e-05 | val_loss: 1.73407e-05 | Time: 5078.28 ms [2021-09-26 14:53:29 main:574] : INFO : Epoch 2002 | loss: 1.53204e-05 | val_loss: 1.58591e-05 | Time: 5419.66 ms [2021-09-26 14:53:35 main:574] : INFO : Epoch 2003 | loss: 1.47605e-05 | val_loss: 1.58941e-05 | Time: 5293.9 ms [2021-09-26 14:53:40 main:574] : INFO : Epoch 2004 | loss: 1.4705e-05 | val_loss: 1.58373e-05 | Time: 5214.73 ms [2021-09-26 14:53:45 main:574] : INFO : Epoch 2005 | loss: 1.861e-05 | val_loss: 3.31726e-05 | Time: 5196.82 ms [2021-09-26 14:53:50 main:574] : INFO : Epoch 2006 | loss: 2.09735e-05 | val_loss: 1.83797e-05 | Time: 5150.94 ms [2021-09-26 14:53:56 main:574] : INFO : Epoch 2007 | loss: 1.80241e-05 | val_loss: 1.75425e-05 | Time: 5243.27 ms [2021-09-26 14:54:01 main:574] : INFO : Epoch 2008 | loss: 1.533e-05 | val_loss: 1.66022e-05 | Time: 5288.73 ms [2021-09-26 14:54:06 main:574] : INFO : Epoch 2009 | loss: 1.46218e-05 | val_loss: 1.58365e-05 | Time: 5058.89 ms [2021-09-26 14:54:11 main:574] : INFO : Epoch 2010 | loss: 1.44211e-05 | val_loss: 1.56862e-05 | Time: 5233.4 ms [2021-09-26 14:54:16 main:574] : INFO : Epoch 2011 | loss: 1.44506e-05 | val_loss: 1.6453e-05 | Time: 5192.57 ms [2021-09-26 14:54:22 main:574] : INFO : Epoch 2012 | loss: 1.85433e-05 | val_loss: 1.83005e-05 | Time: 5135.95 ms [2021-09-26 14:54:27 main:574] : INFO : Epoch 2013 | loss: 1.53116e-05 | val_loss: 1.6651e-05 | Time: 5349.36 ms [2021-09-26 14:54:32 main:574] : INFO : Epoch 2014 | loss: 1.46955e-05 | val_loss: 1.57193e-05 | Time: 5161.03 ms [2021-09-26 14:54:37 main:574] : INFO : Epoch 2015 | loss: 1.47752e-05 | val_loss: 1.60432e-05 | Time: 5248.57 ms [2021-09-26 14:54:43 main:574] : INFO : Epoch 2016 | loss: 2.35339e-05 | val_loss: 1.90205e-05 | Time: 5450.99 ms [2021-09-26 14:54:48 main:574] : INFO : Epoch 2017 | loss: 1.66917e-05 | val_loss: 1.74895e-05 | Time: 5542.76 ms [2021-09-26 14:54:53 main:574] : INFO : Epoch 2018 | loss: 1.49317e-05 | val_loss: 1.56156e-05 | Time: 5189.31 ms [2021-09-26 14:54:59 main:574] : INFO : Epoch 2019 | loss: 1.43873e-05 | val_loss: 1.56043e-05 | Time: 5370.6 ms [2021-09-26 14:55:04 main:574] : INFO : Epoch 2020 | loss: 1.46831e-05 | val_loss: 1.5866e-05 | Time: 5157.43 ms [2021-09-26 14:55:09 main:574] : INFO : Epoch 2021 | loss: 1.48578e-05 | val_loss: 1.59399e-05 | Time: 5077.72 ms [2021-09-26 14:55:14 main:574] : INFO : Epoch 2022 | loss: 1.79592e-05 | val_loss: 1.88168e-05 | Time: 5292.11 ms [2021-09-26 14:55:20 main:574] : INFO : Epoch 2023 | loss: 1.54093e-05 | val_loss: 1.62094e-05 | Time: 5210.16 ms [2021-09-26 14:55:25 main:574] : INFO : Epoch 2024 | loss: 1.48935e-05 | val_loss: 1.61031e-05 | Time: 5112.97 ms [2021-09-26 14:55:30 main:574] : INFO : Epoch 2025 | loss: 1.79958e-05 | val_loss: 2.54662e-05 | Time: 5303.18 ms [2021-09-26 14:55:35 main:574] : INFO : Epoch 2026 | loss: 1.67891e-05 | val_loss: 1.5676e-05 | Time: 5287.67 ms [2021-09-26 14:55:41 main:574] : INFO : Epoch 2027 | loss: 1.45709e-05 | val_loss: 1.53335e-05 | Time: 5223.9 ms [2021-09-26 14:55:46 main:574] : INFO : Epoch 2028 | loss: 1.49021e-05 | val_loss: 1.76763e-05 | Time: 5148.01 ms [2021-09-26 14:55:51 main:574] : INFO : Epoch 2029 | loss: 1.62551e-05 | val_loss: 1.71968e-05 | Time: 5145.04 ms [2021-09-26 14:55:56 main:574] : INFO : Epoch 2030 | loss: 1.99047e-05 | val_loss: 2.07099e-05 | Time: 5118.52 ms [2021-09-26 14:56:01 main:574] : INFO : Epoch 2031 | loss: 1.56575e-05 | val_loss: 1.69735e-05 | Time: 5233.71 ms [2021-09-26 14:56:06 main:574] : INFO : Epoch 2032 | loss: 1.47993e-05 | val_loss: 1.52863e-05 | Time: 5021.91 ms [2021-09-26 14:56:11 main:574] : INFO : Epoch 2033 | loss: 1.42735e-05 | val_loss: 1.52594e-05 | Time: 5103.14 ms [2021-09-26 14:56:17 main:574] : INFO : Epoch 2034 | loss: 1.4027e-05 | val_loss: 1.58081e-05 | Time: 5396.32 ms [2021-09-26 14:56:22 main:574] : INFO : Epoch 2035 | loss: 1.58284e-05 | val_loss: 2.26304e-05 | Time: 5200.72 ms [2021-09-26 14:56:27 main:574] : INFO : Epoch 2036 | loss: 2.23898e-05 | val_loss: 3.01967e-05 | Time: 5084.06 ms [2021-09-26 14:56:32 main:574] : INFO : Epoch 2037 | loss: 1.84937e-05 | val_loss: 1.67772e-05 | Time: 5381.33 ms [2021-09-26 14:56:38 main:574] : INFO : Epoch 2038 | loss: 1.45298e-05 | val_loss: 1.52904e-05 | Time: 5378.98 ms [2021-09-26 14:56:43 main:574] : INFO : Epoch 2039 | loss: 1.41463e-05 | val_loss: 1.56665e-05 | Time: 5208.64 ms [2021-09-26 14:56:48 main:574] : INFO : Epoch 2040 | loss: 1.41069e-05 | val_loss: 1.53165e-05 | Time: 5460.82 ms [2021-09-26 14:56:54 main:574] : INFO : Epoch 2041 | loss: 1.4351e-05 | val_loss: 1.67953e-05 | Time: 5459.98 ms [2021-09-26 14:56:59 main:574] : INFO : Epoch 2042 | loss: 1.77869e-05 | val_loss: 1.80896e-05 | Time: 5130.62 ms [2021-09-26 14:57:04 main:574] : INFO : Epoch 2043 | loss: 2.64371e-05 | val_loss: 1.66467e-05 | Time: 5292 ms [2021-09-26 14:57:10 main:574] : INFO : Epoch 2044 | loss: 1.80541e-05 | val_loss: 1.50874e-05 | Time: 5149.57 ms [2021-09-26 14:57:15 main:574] : INFO : Epoch 2045 | loss: 1.49929e-05 | val_loss: 1.54298e-05 | Time: 5156.02 ms [2021-09-26 14:57:20 main:574] : INFO : Epoch 2046 | loss: 1.43311e-05 | val_loss: 1.50727e-05 | Time: 5563.86 ms [2021-09-26 14:57:26 main:574] : INFO : Epoch 2047 | loss: 1.41399e-05 | val_loss: 1.53377e-05 | Time: 5290.46 ms [2021-09-26 14:57:31 main:574] : INFO : Epoch 2048 | loss: 1.41363e-05 | val_loss: 1.60304e-05 | Time: 5104.79 ms [2021-09-26 14:57:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.60304e-05 [2021-09-26 14:57:31 main:603] : INFO : Saving end state to config to file [2021-09-26 14:57:31 main:608] : INFO : Success, exiting.. 14:57:31 (17236): 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)