Task 9432339
| Name | ParityModified-1638639164-28032-0_0 |
| Workunit | 6848452 |
| Created | 4 Dec 2021, 17:32:45 UTC |
| Sent | 14 Dec 2021, 15:26:44 UTC |
| Report deadline | 22 Dec 2021, 15:26:44 UTC |
| Received | 17 Dec 2021, 10:16:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 2 hours 52 min 8 sec |
| CPU time | 2 hours 49 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,912.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -16 16:42:24 main:574] : INFO : Epoch 1603 | loss: 0.0310952 | val_loss: 0.0312221 | Time: 4877.09 ms [2021-12-16 16:42:28 main:574] : INFO : Epoch 1604 | loss: 0.0310975 | val_loss: 0.031248 | Time: 4856.49 ms [2021-12-16 16:42:33 main:574] : INFO : Epoch 1605 | loss: 0.0310987 | val_loss: 0.0312239 | Time: 4773.5 ms [2021-12-16 16:42:38 main:574] : INFO : Epoch 1606 | loss: 0.0311012 | val_loss: 0.0312342 | Time: 4661.14 ms [2021-12-16 16:42:42 main:574] : INFO : Epoch 1607 | loss: 0.031104 | val_loss: 0.0312279 | Time: 4553.84 ms [2021-12-16 16:42:47 main:574] : INFO : Epoch 1608 | loss: 0.0311 | val_loss: 0.0312237 | Time: 4485.31 ms [2021-12-16 16:42:51 main:574] : INFO : Epoch 1609 | loss: 0.0311058 | val_loss: 0.0312265 | Time: 4440.05 ms [2021-12-16 16:42:57 main:574] : INFO : Epoch 1610 | loss: 0.0310966 | val_loss: 0.0312271 | Time: 5217.2 ms [2021-12-16 16:43:01 main:574] : INFO : Epoch 1611 | loss: 0.0311072 | val_loss: 0.0312312 | Time: 4628.28 ms [2021-12-16 16:43:06 main:574] : INFO : Epoch 1612 | loss: 0.0311067 | val_loss: 0.0312218 | Time: 4621.75 ms [2021-12-16 16:43:11 main:574] : INFO : Epoch 1613 | loss: 0.0310962 | val_loss: 0.0312257 | Time: 5099.6 ms [2021-12-16 16:43:16 main:574] : INFO : Epoch 1614 | loss: 0.0311007 | val_loss: 0.0312364 | Time: 4686.25 ms [2021-12-16 16:43:20 main:574] : INFO : Epoch 1615 | loss: 0.0311017 | val_loss: 0.0312413 | Time: 4618.97 ms [2021-12-16 16:43:25 main:574] : INFO : Epoch 1616 | loss: 0.0310975 | val_loss: 0.0312263 | Time: 4645.97 ms [2021-12-16 16:43:30 main:574] : INFO : Epoch 1617 | loss: 0.0310953 | val_loss: 0.0312445 | Time: 4682.64 ms [2021-12-16 16:43:34 main:574] : INFO : Epoch 1618 | loss: 0.0310967 | val_loss: 0.0312353 | Time: 4561.35 ms [2021-12-16 16:43:39 main:574] : INFO : Epoch 1619 | loss: 0.031098 | val_loss: 0.0312275 | Time: 4823.28 ms [2021-12-16 16:43:44 main:574] : INFO : Epoch 1620 | loss: 0.0311016 | val_loss: 0.0312506 | Time: 4820.8 ms [2021-12-16 16:43:49 main:574] : INFO : Epoch 1621 | loss: 0.0310991 | val_loss: 0.0312303 | Time: 4806.94 ms [2021-12-16 16:43:53 main:574] : INFO : Epoch 1622 | loss: 0.0310998 | val_loss: 0.0312303 | Time: 4738.4 ms [2021-12-16 16:43:58 main:574] : INFO : Epoch 1623 | loss: 0.0310986 | val_loss: 0.0312357 | Time: 4829.32 ms [2021-12-16 16:44:03 main:574] : INFO : Epoch 1624 | loss: 0.0310914 | val_loss: 0.0312387 | Time: 4551.35 ms [2021-12-16 16:44:08 main:574] : INFO : Epoch 1625 | loss: 0.0310905 | val_loss: 0.0312439 | Time: 4789.34 ms [2021-12-16 16:44:12 main:574] : INFO : Epoch 1626 | loss: 0.0310916 | val_loss: 0.031238 | Time: 4729.68 ms [2021-12-16 16:44:18 main:574] : INFO : Epoch 1627 | loss: 0.0310866 | val_loss: 0.0312514 | Time: 5296.58 ms [2021-12-16 16:44:22 main:574] : INFO : Epoch 1628 | loss: 0.0310924 | val_loss: 0.0312474 | Time: 4524.59 ms [2021-12-16 16:44:28 main:574] : INFO : Epoch 1629 | loss: 0.0310986 | val_loss: 0.0312414 | Time: 5551.69 ms [2021-12-16 16:44:33 main:574] : INFO : Epoch 1630 | loss: 0.0310911 | val_loss: 0.0312421 | Time: 4756.7 ms [2021-12-16 16:44:37 main:574] : INFO : Epoch 1631 | loss: 0.0310903 | val_loss: 0.0312422 | Time: 4613.92 ms [2021-12-16 16:44:42 main:574] : INFO : Epoch 1632 | loss: 0.0310958 | val_loss: 0.0312307 | Time: 4800.27 ms [2021-12-16 16:44:47 main:574] : INFO : Epoch 1633 | loss: 0.0310903 | val_loss: 0.031251 | Time: 4719.25 ms [2021-12-16 16:44:52 main:574] : INFO : Epoch 1634 | loss: 0.0310846 | val_loss: 0.0312489 | Time: 4937.33 ms [2021-12-16 16:44:57 main:574] : INFO : Epoch 1635 | loss: 0.0310881 | val_loss: 0.0312396 | Time: 5213.74 ms [2021-12-16 16:45:01 main:574] : INFO : Epoch 1636 | loss: 0.0310906 | val_loss: 0.0312203 | Time: 4642.66 ms [2021-12-16 16:45:06 main:574] : INFO : Epoch 1637 | loss: 0.0310972 | val_loss: 0.0312304 | Time: 4766.35 ms [2021-12-16 16:45:11 main:574] : INFO : Epoch 1638 | loss: 0.0310939 | val_loss: 0.0312379 | Time: 4877.39 ms [2021-12-16 16:45:16 main:574] : INFO : Epoch 1639 | loss: 0.0310993 | val_loss: 0.0312381 | Time: 4998.41 ms [2021-12-16 16:45:21 main:574] : INFO : Epoch 1640 | loss: 0.0311009 | val_loss: 0.0312377 | Time: 4876.66 ms [2021-12-16 16:45:26 main:574] : INFO : Epoch 1641 | loss: 0.0310954 | val_loss: 0.031221 | Time: 5439.78 ms [2021-12-16 16:45:31 main:574] : INFO : Epoch 1642 | loss: 0.0310962 | val_loss: 0.0312419 | Time: 4578.17 ms [2021-12-16 16:45:36 main:574] : INFO : Epoch 1643 | loss: 0.0310969 | val_loss: 0.0312464 | Time: 5025.87 ms [2021-12-16 16:45:41 main:574] : INFO : Epoch 1644 | loss: 0.0310989 | val_loss: 0.0312234 | Time: 4809.27 ms [2021-12-16 16:45:46 main:574] : INFO : Epoch 1645 | loss: 0.031096 | val_loss: 0.0312485 | Time: 4799.76 ms [2021-12-16 16:45:50 main:574] : INFO : Epoch 1646 | loss: 0.0310904 | val_loss: 0.0312339 | Time: 4508.01 ms [2021-12-16 16:45:55 main:574] : INFO : Epoch 1647 | loss: 0.0310922 | val_loss: 0.0312328 | Time: 5146.34 ms [2021-12-16 16:46:00 main:574] : INFO : Epoch 1648 | loss: 0.0311045 | val_loss: 0.0312359 | Time: 4558.25 ms [2021-12-16 16:46:05 main:574] : INFO : Epoch 1649 | loss: 0.0311019 | val_loss: 0.031241 | Time: 4870.52 ms [2021-12-16 16:46:10 main:574] : INFO : Epoch 1650 | loss: 0.0310973 | val_loss: 0.0312375 | Time: 4947.72 ms [2021-12-16 16:46:15 main:574] : INFO : Epoch 1651 | loss: 0.0310905 | val_loss: 0.0312385 | Time: 4888.55 ms [2021-12-16 16:46:19 main:574] : INFO : Epoch 1652 | loss: 0.0310958 | val_loss: 0.0312239 | Time: 4729.45 ms [2021-12-16 16:46:24 main:574] : INFO : Epoch 1653 | loss: 0.0310973 | val_loss: 0.0312402 | Time: 4901.25 ms [2021-12-16 16:46:29 main:574] : INFO : Epoch 1654 | loss: 0.0310936 | val_loss: 0.0312451 | Time: 4898.41 ms [2021-12-16 16:46:34 main:574] : INFO : Epoch 1655 | loss: 0.0310911 | val_loss: 0.0312513 | Time: 4490.63 ms [2021-12-16 16:46:38 main:574] : INFO : Epoch 1656 | loss: 0.0310948 | val_loss: 0.0312363 | Time: 4493.41 ms [2021-12-16 16:46:43 main:574] : INFO : Epoch 1657 | loss: 0.0310959 | val_loss: 0.0312335 | Time: 4622.9 ms [2021-12-16 16:46:48 main:574] : INFO : Epoch 1658 | loss: 0.0310893 | val_loss: 0.0312548 | Time: 4989.53 ms [2021-12-16 16:46:53 main:574] : INFO : Epoch 1659 | loss: 0.0310898 | val_loss: 0.0312217 | Time: 4643.64 ms [2021-12-16 16:46:57 main:574] : INFO : Epoch 1660 | loss: 0.0310987 | val_loss: 0.031238 | Time: 4668.67 ms [2021-12-16 16:47:02 main:574] : INFO : Epoch 1661 | loss: 0.0311189 | val_loss: 0.0313823 | Time: 4934.53 ms [2021-12-16 16:47:07 main:574] : INFO : Epoch 1662 | loss: 0.0369018 | val_loss: 0.0319989 | Time: 4709.94 ms [2021-12-16 16:47:12 main:574] : INFO : Epoch 1663 | loss: 0.0414192 | val_loss: 0.032593 | Time: 4625.29 ms [2021-12-16 16:47:16 main:574] : INFO : Epoch 1664 | loss: 0.0445432 | val_loss: 0.0335648 | Time: 4483.36 ms [2021-12-16 16:47:21 main:574] : INFO : Epoch 1665 | loss: 0.0323986 | val_loss: 0.0319942 | Time: 4733.48 ms [2021-12-16 16:47:25 main:574] : INFO : Epoch 1666 | loss: 0.0315438 | val_loss: 0.0313361 | Time: 4740.15 ms [2021-12-16 16:47:30 main:574] : INFO : Epoch 1667 | loss: 0.0313016 | val_loss: 0.0312738 | Time: 4592.62 ms [2021-12-16 16:47:35 main:574] : INFO : Epoch 1668 | loss: 0.0312565 | val_loss: 0.0312525 | Time: 4982.68 ms [2021-12-16 16:47:40 main:574] : INFO : Epoch 1669 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 4941.58 ms [2021-12-16 16:47:45 main:574] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 4729.93 ms [2021-12-16 16:47:50 main:574] : INFO : Epoch 1671 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 4774.11 ms [2021-12-16 16:47:55 main:574] : INFO : Epoch 1672 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 4925.71 ms [2021-12-16 16:47:59 main:574] : INFO : Epoch 1673 | loss: 0.0312522 | val_loss: 0.0312528 | Time: 4802.44 ms [2021-12-16 16:48:04 main:574] : INFO : Epoch 1674 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 4789.41 ms [2021-12-16 16:48:09 main:574] : INFO : Epoch 1675 | loss: 0.0312524 | val_loss: 0.0312522 | Time: 4639.19 ms [2021-12-16 16:48:14 main:574] : INFO : Epoch 1676 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 4782.87 ms [2021-12-16 16:48:18 main:574] : INFO : Epoch 1677 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 4607.45 ms [2021-12-16 16:48:23 main:574] : INFO : Epoch 1678 | loss: 0.0312556 | val_loss: 0.0312508 | Time: 4572.31 ms [2021-12-16 16:48:28 main:574] : INFO : Epoch 1679 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 5208.74 ms [2021-12-16 16:48:33 main:574] : INFO : Epoch 1680 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 4679.25 ms [2021-12-16 16:48:37 main:574] : INFO : Epoch 1681 | loss: 0.0312523 | val_loss: 0.0312542 | Time: 4602.86 ms [2021-12-16 16:48:42 main:574] : INFO : Epoch 1682 | loss: 0.0312527 | val_loss: 0.0312503 | Time: 4908.19 ms [2021-12-16 16:48:47 main:574] : INFO : Epoch 1683 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 4746.39 ms [2021-12-16 16:48:52 main:574] : INFO : Epoch 1684 | loss: 0.0312524 | val_loss: 0.0312556 | Time: 4597.17 ms [2021-12-16 16:48:56 main:574] : INFO : Epoch 1685 | loss: 0.0312567 | val_loss: 0.0312502 | Time: 4729.75 ms [2021-12-16 16:49:01 main:574] : INFO : Epoch 1686 | loss: 0.0312541 | val_loss: 0.0312503 | Time: 4752.04 ms [2021-12-16 16:49:06 main:574] : INFO : Epoch 1687 | loss: 0.0312527 | val_loss: 0.0312507 | Time: 4746.45 ms [2021-12-16 16:49:11 main:574] : INFO : Epoch 1688 | loss: 0.0312529 | val_loss: 0.0312504 | Time: 4730.8 ms [2021-12-16 16:49:16 main:574] : INFO : Epoch 1689 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 5181.27 ms [2021-12-16 16:49:21 main:574] : INFO : Epoch 1690 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 4855.41 ms [2021-12-16 16:49:25 main:574] : INFO : Epoch 1691 | loss: 0.0312522 | val_loss: 0.0312534 | Time: 4857.13 ms [2021-12-16 16:49:30 main:574] : INFO : Epoch 1692 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 4791.41 ms [2021-12-16 16:49:35 main:574] : INFO : Epoch 1693 | loss: 0.031251 | val_loss: 0.0312543 | Time: 4840.14 ms [2021-12-16 16:49:40 main:574] : INFO : Epoch 1694 | loss: 0.031252 | val_loss: 0.0312548 | Time: 4896.35 ms [2021-12-16 16:49:45 main:574] : INFO : Epoch 1695 | loss: 0.0312532 | val_loss: 0.0312503 | Time: 4696.67 ms [2021-12-16 16:49:50 main:574] : INFO : Epoch 1696 | loss: 0.0312534 | val_loss: 0.0312522 | Time: 4983.73 ms [2021-12-16 16:49:54 main:574] : INFO : Epoch 1697 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 4533.32 ms [2021-12-16 16:49:59 main:574] : INFO : Epoch 1698 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 4863.21 ms [2021-12-16 16:50:04 main:574] : INFO : Epoch 1699 | loss: 0.0312548 | val_loss: 0.0312507 | Time: 4656.93 ms [2021-12-16 16:50:08 main:574] : INFO : Epoch 1700 | loss: 0.0312524 | val_loss: 0.0312533 | Time: 4549.04 ms [2021-12-16 16:50:13 main:574] : INFO : Epoch 1701 | loss: 0.0312527 | val_loss: 0.0312519 | Time: 4705.46 ms [2021-12-16 16:50:18 main:574] : INFO : Epoch 1702 | loss: 0.0312518 | val_loss: 0.0312531 | Time: 4539.76 ms [2021-12-16 16:50:22 main:574] : INFO : Epoch 1703 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 4773.26 ms [2021-12-16 16:50:27 main:574] : INFO : Epoch 1704 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 4481.81 ms [2021-12-16 16:50:31 main:574] : INFO : Epoch 1705 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 4483.76 ms [2021-12-16 16:50:37 main:574] : INFO : Epoch 1706 | loss: 0.0312518 | val_loss: 0.031251 | Time: 5182.18 ms [2021-12-16 16:50:42 main:574] : INFO : Epoch 1707 | loss: 0.0312539 | val_loss: 0.0312554 | Time: 5040.27 ms [2021-12-16 16:50:46 main:574] : INFO : Epoch 1708 | loss: 0.0312542 | val_loss: 0.0312502 | Time: 4428.26 ms [2021-12-16 16:50:51 main:574] : INFO : Epoch 1709 | loss: 0.0312519 | val_loss: 0.0312535 | Time: 4896.2 ms [2021-12-16 16:50:56 main:574] : INFO : Epoch 1710 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 4754.55 ms [2021-12-16 16:51:00 main:574] : INFO : Epoch 1711 | loss: 0.0312522 | val_loss: 0.0312506 | Time: 4759.9 ms [2021-12-16 16:51:05 main:574] : INFO : Epoch 1712 | loss: 0.0312508 | val_loss: 0.031251 | Time: 4859.23 ms [2021-12-16 16:51:10 main:574] : INFO : Epoch 1713 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 4653.93 ms [2021-12-16 16:51:14 main:574] : INFO : Epoch 1714 | loss: 0.0312519 | val_loss: 0.0312524 | Time: 4436.23 ms [2021-12-16 16:51:19 main:574] : INFO : Epoch 1715 | loss: 0.0312518 | val_loss: 0.0312539 | Time: 4607.35 ms [2021-12-16 16:51:24 main:574] : INFO : Epoch 1716 | loss: 0.0312544 | val_loss: 0.0312573 | Time: 4821.62 ms [2021-12-16 16:51:28 main:574] : INFO : Epoch 1717 | loss: 0.031253 | val_loss: 0.0312524 | Time: 4436.5 ms [2021-12-16 16:51:34 main:574] : INFO : Epoch 1718 | loss: 0.0312538 | val_loss: 0.0312658 | Time: 5327.26 ms [2021-12-16 16:51:38 main:574] : INFO : Epoch 1719 | loss: 0.0312589 | val_loss: 0.0312512 | Time: 4787.44 ms [2021-12-16 16:51:43 main:574] : INFO : Epoch 1720 | loss: 0.0312519 | val_loss: 0.031251 | Time: 4650.25 ms [2021-12-16 16:51:48 main:574] : INFO : Epoch 1721 | loss: 0.0312513 | val_loss: 0.0312545 | Time: 4529.93 ms [2021-12-16 16:51:52 main:574] : INFO : Epoch 1722 | loss: 0.0312523 | val_loss: 0.0312503 | Time: 4680.76 ms [2021-12-16 16:51:57 main:574] : INFO : Epoch 1723 | loss: 0.0312577 | val_loss: 0.0312577 | Time: 4454.78 ms [2021-12-16 16:52:01 main:574] : INFO : Epoch 1724 | loss: 0.0312646 | val_loss: 0.0312691 | Time: 4527.11 ms [2021-12-16 16:52:06 main:574] : INFO : Epoch 1725 | loss: 0.0312623 | val_loss: 0.0312676 | Time: 4851.09 ms [2021-12-16 16:52:11 main:574] : INFO : Epoch 1726 | loss: 0.0312597 | val_loss: 0.0312583 | Time: 4878.56 ms [2021-12-16 16:52:16 main:574] : INFO : Epoch 1727 | loss: 0.0312525 | val_loss: 0.0312512 | Time: 4793.69 ms [2021-12-16 16:52:21 main:574] : INFO : Epoch 1728 | loss: 0.0312522 | val_loss: 0.0312547 | Time: 4850.26 ms [2021-12-16 16:52:26 main:574] : INFO : Epoch 1729 | loss: 0.0312522 | val_loss: 0.0312503 | Time: 4842.75 ms [2021-12-16 16:52:30 main:574] : INFO : Epoch 1730 | loss: 0.0312528 | val_loss: 0.0312509 | Time: 4818.7 ms [2021-12-16 16:52:35 main:574] : INFO : Epoch 1731 | loss: 0.031253 | val_loss: 0.0312726 | Time: 4851.93 ms [2021-12-16 16:52:40 main:574] : INFO : Epoch 1732 | loss: 0.0312589 | val_loss: 0.0312527 | Time: 5038.98 ms [2021-12-16 16:52:45 main:574] : INFO : Epoch 1733 | loss: 0.0312537 | val_loss: 0.0312501 | Time: 4392.54 ms [2021-12-16 16:52:49 main:574] : INFO : Epoch 1734 | loss: 0.0312585 | val_loss: 0.0312569 | Time: 4374.76 ms [2021-12-16 16:52:54 main:574] : INFO : Epoch 1735 | loss: 0.0312555 | val_loss: 0.0312621 | Time: 5201.54 ms [2021-12-16 16:52:59 main:574] : INFO : Epoch 1736 | loss: 0.0312545 | val_loss: 0.0312517 | Time: 4563.37 ms [2021-12-16 16:53:03 main:574] : INFO : Epoch 1737 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 4290.76 ms [2021-12-16 16:53:08 main:574] : INFO : Epoch 1738 | loss: 0.0312534 | val_loss: 0.0312515 | Time: 4905.81 ms [2021-12-16 16:53:13 main:574] : INFO : Epoch 1739 | loss: 0.0312527 | val_loss: 0.0312584 | Time: 4675.75 ms [2021-12-16 16:53:17 main:574] : INFO : Epoch 1740 | loss: 0.0312517 | val_loss: 0.0312536 | Time: 4483.3 ms [2021-12-16 16:53:22 main:574] : INFO : Epoch 1741 | loss: 0.0312531 | val_loss: 0.0312583 | Time: 5093.4 ms [2021-12-16 16:53:27 main:574] : INFO : Epoch 1742 | loss: 0.0312553 | val_loss: 0.0312517 | Time: 4412.1 ms [2021-12-16 16:53:31 main:574] : INFO : Epoch 1743 | loss: 0.0312516 | val_loss: 0.0312549 | Time: 4658 ms [2021-12-16 16:53:36 main:574] : INFO : Epoch 1744 | loss: 0.0312529 | val_loss: 0.0312512 | Time: 4670.74 ms [2021-12-16 16:53:41 main:574] : INFO : Epoch 1745 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 4929.07 ms [2021-12-16 16:53:46 main:574] : INFO : Epoch 1746 | loss: 0.0312604 | val_loss: 0.0312626 | Time: 4751.41 ms [2021-12-16 16:53:51 main:574] : INFO : Epoch 1747 | loss: 0.0312552 | val_loss: 0.0312524 | Time: 4649.42 ms [2021-12-16 16:53:55 main:574] : INFO : Epoch 1748 | loss: 0.0312532 | val_loss: 0.0312513 | Time: 4877.52 ms [2021-12-16 16:54:00 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4688.56 ms [2021-12-16 16:54:05 main:574] : INFO : Epoch 1750 | loss: 0.0312531 | val_loss: 0.0312547 | Time: 4490.62 ms [2021-12-16 16:54:09 main:574] : INFO : Epoch 1751 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 4830.08 ms [2021-12-16 16:54:14 main:574] : INFO : Epoch 1752 | loss: 0.0312586 | val_loss: 0.0312599 | Time: 4631.83 ms [2021-12-16 16:54:18 main:574] : INFO : Epoch 1753 | loss: 0.0312547 | val_loss: 0.0312553 | Time: 4376.42 ms [2021-12-16 16:54:23 main:574] : INFO : Epoch 1754 | loss: 0.0312646 | val_loss: 0.0312648 | Time: 4894.25 ms [2021-12-16 16:54:28 main:574] : INFO : Epoch 1755 | loss: 0.0312589 | val_loss: 0.0312629 | Time: 4483.29 ms [2021-12-16 16:54:32 main:574] : INFO : Epoch 1756 | loss: 0.0312549 | val_loss: 0.0312506 | Time: 4472.14 ms [2021-12-16 16:54:37 main:574] : INFO : Epoch 1757 | loss: 0.031254 | val_loss: 0.0312506 | Time: 5121.45 ms [2021-12-16 16:54:42 main:574] : INFO : Epoch 1758 | loss: 0.031253 | val_loss: 0.0312503 | Time: 4485.11 ms [2021-12-16 16:54:47 main:574] : INFO : Epoch 1759 | loss: 0.031251 | val_loss: 0.0312504 | Time: 4781.46 ms [2021-12-16 16:54:52 main:574] : INFO : Epoch 1760 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 4832.31 ms [2021-12-16 16:54:57 main:574] : INFO : Epoch 1761 | loss: 0.0312525 | val_loss: 0.0312596 | Time: 4906.64 ms [2021-12-16 16:55:01 main:574] : INFO : Epoch 1762 | loss: 0.0312559 | val_loss: 0.0312504 | Time: 4826.05 ms [2021-12-16 16:55:06 main:574] : INFO : Epoch 1763 | loss: 0.0312507 | val_loss: 0.03125 | Time: 4941.43 ms [2021-12-16 16:55:11 main:574] : INFO : Epoch 1764 | loss: 0.0312554 | val_loss: 0.031251 | Time: 4917.22 ms [2021-12-16 16:55:16 main:574] : INFO : Epoch 1765 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 4603.2 ms [2021-12-16 16:55:20 main:574] : INFO : Epoch 1766 | loss: 0.0312539 | val_loss: 0.0312519 | Time: 4488.28 ms [2021-12-16 16:55:25 main:574] : INFO : Epoch 1767 | loss: 0.0312654 | val_loss: 0.0312837 | Time: 4919.83 ms [2021-12-16 16:55:30 main:574] : INFO : Epoch 1768 | loss: 0.0312673 | val_loss: 0.0312507 | Time: 4652.83 ms [2021-12-16 16:55:35 main:574] : INFO : Epoch 1769 | loss: 0.0312516 | val_loss: 0.0312539 | Time: 4705.41 ms [2021-12-16 16:55:39 main:574] : INFO : Epoch 1770 | loss: 0.031253 | val_loss: 0.0312532 | Time: 4665.57 ms [2021-12-16 16:55:44 main:574] : INFO : Epoch 1771 | loss: 0.0312512 | val_loss: 0.0312548 | Time: 4772.37 ms [2021-12-16 16:55:49 main:574] : INFO : Epoch 1772 | loss: 0.0312519 | val_loss: 0.0312503 | Time: 4561.42 ms [2021-12-16 16:55:54 main:574] : INFO : Epoch 1773 | loss: 0.0312546 | val_loss: 0.031251 | Time: 4866.51 ms [2021-12-16 16:55:58 main:574] : INFO : Epoch 1774 | loss: 0.0312521 | val_loss: 0.03125 | Time: 4907.25 ms [2021-12-16 16:56:03 main:574] : INFO : Epoch 1775 | loss: 0.0312511 | val_loss: 0.0312571 | Time: 4652.37 ms [2021-12-16 16:56:08 main:574] : INFO : Epoch 1776 | loss: 0.0312564 | val_loss: 0.0312547 | Time: 4604.73 ms [2021-12-16 16:56:12 main:574] : INFO : Epoch 1777 | loss: 0.031254 | val_loss: 0.0312507 | Time: 4551.86 ms [2021-12-16 16:56:17 main:574] : INFO : Epoch 1778 | loss: 0.031254 | val_loss: 0.0312505 | Time: 4933.93 ms [2021-12-16 16:56:22 main:574] : INFO : Epoch 1779 | loss: 0.0312514 | val_loss: 0.0312746 | Time: 4735.83 ms [2021-12-16 16:56:27 main:574] : INFO : Epoch 1780 | loss: 0.0312588 | val_loss: 0.0312565 | Time: 4934.31 ms [2021-12-16 16:56:32 main:574] : INFO : Epoch 1781 | loss: 0.0312554 | val_loss: 0.0312498 | Time: 4831.68 ms [2021-12-16 16:56:37 main:574] : INFO : Epoch 1782 | loss: 0.0312516 | val_loss: 0.0312542 | Time: 5006.21 ms [2021-12-16 16:56:42 main:574] : INFO : Epoch 1783 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 4777.47 ms [2021-12-16 16:56:46 main:574] : INFO : Epoch 1784 | loss: 0.0312524 | val_loss: 0.0312556 | Time: 4887.72 ms [2021-12-16 16:56:51 main:574] : INFO : Epoch 1785 | loss: 0.0312542 | val_loss: 0.0312587 | Time: 4890.95 ms [2021-12-16 16:56:56 main:574] : INFO : Epoch 1786 | loss: 0.0312606 | val_loss: 0.0312713 | Time: 4490.58 ms [2021-12-16 16:57:00 main:574] : INFO : Epoch 1787 | loss: 0.0312613 | val_loss: 0.0312515 | Time: 4359.48 ms [2021-12-16 16:57:05 main:574] : INFO : Epoch 1788 | loss: 0.0312536 | val_loss: 0.03125 | Time: 4559.99 ms [2021-12-16 16:57:09 main:574] : INFO : Epoch 1789 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 4655.77 ms [2021-12-16 16:57:14 main:574] : INFO : Epoch 1790 | loss: 0.0312528 | val_loss: 0.0312545 | Time: 4830 ms [2021-12-16 16:57:19 main:574] : INFO : Epoch 1791 | loss: 0.0312532 | val_loss: 0.0312532 | Time: 4849.12 ms [2021-12-16 16:57:24 main:574] : INFO : Epoch 1792 | loss: 0.0312585 | val_loss: 0.031251 | Time: 4447.2 ms [2021-12-16 16:57:28 main:574] : INFO : Epoch 1793 | loss: 0.0312541 | val_loss: 0.031256 | Time: 4797.37 ms [2021-12-16 16:57:34 main:574] : INFO : Epoch 1794 | loss: 0.0312511 | val_loss: 0.0312608 | Time: 5382.98 ms [2021-12-16 16:57:39 main:574] : INFO : Epoch 1795 | loss: 0.0312529 | val_loss: 0.0312627 | Time: 4808.54 ms [2021-12-16 16:57:43 main:574] : INFO : Epoch 1796 | loss: 0.031262 | val_loss: 0.0312574 | Time: 4273.51 ms [2021-12-16 16:57:47 main:574] : INFO : Epoch 1797 | loss: 0.0312702 | val_loss: 0.0312557 | Time: 4612.06 ms [2021-12-16 16:57:52 main:574] : INFO : Epoch 1798 | loss: 0.0312536 | val_loss: 0.0312568 | Time: 4840.66 ms [2021-12-16 16:57:57 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312486 | Time: 4777.68 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050) [2021-12-16 17:43:01 main:435] : INFO : Set logging level to 1 [2021-12-16 17:43:01 main:441] : INFO : Running in BOINC Client mode [2021-12-16 17:43:01 main:444] : INFO : Resolving all filenames [2021-12-16 17:43:01 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-16 17:43:01 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-16 17:43:01 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-16 17:43:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-12-16 17:43:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-16 17:43:01 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-16 17:43:01 main:474] : INFO : Configuration: [2021-12-16 17:43:01 main:475] : INFO : Model type: GRU [2021-12-16 17:43:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-16 17:43:01 main:477] : INFO : Max Epochs: 2048 [2021-12-16 17:43:01 main:478] : INFO : Batch Size: 128 [2021-12-16 17:43:01 main:479] : INFO : Learning Rate: 0.01 [2021-12-16 17:43:01 main:480] : INFO : Patience: 10 [2021-12-16 17:43:01 main:481] : INFO : Hidden Width: 12 [2021-12-16 17:43:01 main:482] : INFO : # Recurrent Layers: 4 [2021-12-16 17:43:01 main:483] : INFO : # Backend Layers: 4 [2021-12-16 17:43:01 main:484] : INFO : # Threads: 1 [2021-12-16 17:43:01 main:486] : INFO : Preparing Dataset [2021-12-16 17:43:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-16 17:43:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-16 17:43:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-16 17:43:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-16 17:43:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-16 17:43:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-16 17:43:05 main:494] : INFO : Creating Model [2021-12-16 17:43:05 main:507] : INFO : Preparing config file [2021-12-16 17:43:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-16 17:43:05 main:512] : INFO : Loading config [2021-12-16 17:43:05 main:514] : INFO : Loading state [2021-12-16 17:43:06 main:559] : INFO : Loading DataLoader into Memory [2021-12-16 17:43:06 main:562] : INFO : Starting Training [2021-12-16 17:43:09 main:574] : INFO : Epoch 1789 | loss: 0.0360972 | val_loss: 0.0326134 | Time: 2840.18 ms [2021-12-16 17:43:11 main:574] : INFO : Epoch 1790 | loss: 0.0317833 | val_loss: 0.0314651 | Time: 2613.7 ms [2021-12-16 17:43:13 main:574] : INFO : Epoch 1791 | loss: 0.0313476 | val_loss: 0.0312727 | Time: 1930.19 ms [2021-12-16 17:43:16 main:574] : INFO : Epoch 1792 | loss: 0.0312639 | val_loss: 0.0312524 | Time: 3279.18 ms [2021-12-16 17:43:21 main:574] : INFO : Epoch 1793 | loss: 0.0312507 | val_loss: 0.0312466 | Time: 4181.62 ms [2021-12-16 17:43:25 main:574] : INFO : Epoch 1794 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 3998.09 ms [2021-12-16 17:43:29 main:574] : INFO : Epoch 1795 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 3946.16 ms [2021-12-16 17:43:33 main:574] : INFO : Epoch 1796 | loss: 0.0312444 | val_loss: 0.031244 | Time: 4400.49 ms [2021-12-16 17:43:38 main:574] : INFO : Epoch 1797 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 4652.61 ms [2021-12-16 17:43:42 main:574] : INFO : Epoch 1798 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 4513.71 ms [2021-12-16 17:43:47 main:574] : INFO : Epoch 1799 | loss: 0.0312415 | val_loss: 0.0312413 | Time: 4510.73 ms [2021-12-16 17:43:51 main:574] : INFO : Epoch 1800 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 4805.06 ms [2021-12-16 17:43:56 main:574] : INFO : Epoch 1801 | loss: 0.0312406 | val_loss: 0.0312453 | Time: 4594.03 ms [2021-12-16 17:44:01 main:574] : INFO : Epoch 1802 | loss: 0.031239 | val_loss: 0.0312364 | Time: 4694.15 ms [2021-12-16 17:44:05 main:574] : INFO : Epoch 1803 | loss: 0.0312356 | val_loss: 0.0312344 | Time: 4599.44 ms [2021-12-16 17:44:10 main:574] : INFO : Epoch 1804 | loss: 0.0312331 | val_loss: 0.031232 | Time: 4449.12 ms [2021-12-16 17:44:14 main:574] : INFO : Epoch 1805 | loss: 0.0312312 | val_loss: 0.0312305 | Time: 4496.88 ms [2021-12-16 17:44:19 main:574] : INFO : Epoch 1806 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 4322.2 ms [2021-12-16 17:44:23 main:574] : INFO : Epoch 1807 | loss: 0.0312154 | val_loss: 0.0312032 | Time: 4412.67 ms [2021-12-16 17:44:28 main:574] : INFO : Epoch 1808 | loss: 0.0312039 | val_loss: 0.0311962 | Time: 4632.87 ms [2021-12-16 17:44:33 main:574] : INFO : Epoch 1809 | loss: 0.0311947 | val_loss: 0.0311889 | Time: 4944.17 ms [2021-12-16 17:44:37 main:574] : INFO : Epoch 1810 | loss: 0.0311908 | val_loss: 0.0311813 | Time: 4407.44 ms [2021-12-16 17:44:41 main:574] : INFO : Epoch 1811 | loss: 0.0311827 | val_loss: 0.0311772 | Time: 4331.76 ms [2021-12-16 17:44:46 main:574] : INFO : Epoch 1812 | loss: 0.0311776 | val_loss: 0.0311727 | Time: 4528.25 ms [2021-12-16 17:44:50 main:574] : INFO : Epoch 1813 | loss: 0.0311748 | val_loss: 0.0311683 | Time: 4075.39 ms [2021-12-16 17:44:54 main:574] : INFO : Epoch 1814 | loss: 0.0311705 | val_loss: 0.0311726 | Time: 4155.22 ms [2021-12-16 17:44:59 main:574] : INFO : Epoch 1815 | loss: 0.0311698 | val_loss: 0.0311663 | Time: 4458.94 ms [2021-12-16 17:45:03 main:574] : INFO : Epoch 1816 | loss: 0.0311696 | val_loss: 0.0311658 | Time: 4481.42 ms [2021-12-16 17:45:08 main:574] : INFO : Epoch 1817 | loss: 0.0311668 | val_loss: 0.0311609 | Time: 4633.78 ms [2021-12-16 17:45:12 main:574] : INFO : Epoch 1818 | loss: 0.0311617 | val_loss: 0.0311606 | Time: 4297.02 ms [2021-12-16 17:45:16 main:574] : INFO : Epoch 1819 | loss: 0.0311608 | val_loss: 0.0311572 | Time: 4314.35 ms [2021-12-16 17:45:20 main:574] : INFO : Epoch 1820 | loss: 0.0311594 | val_loss: 0.0311587 | Time: 3885.14 ms [2021-12-16 17:45:24 main:574] : INFO : Epoch 1821 | loss: 0.0311587 | val_loss: 0.0311606 | Time: 4188.34 ms [2021-12-16 17:45:29 main:574] : INFO : Epoch 1822 | loss: 0.0311597 | val_loss: 0.0311568 | Time: 4118.96 ms [2021-12-16 17:45:33 main:574] : INFO : Epoch 1823 | loss: 0.0311565 | val_loss: 0.0311604 | Time: 4559.2 ms [2021-12-16 17:45:38 main:574] : INFO : Epoch 1824 | loss: 0.0311563 | val_loss: 0.0311548 | Time: 4671.58 ms [2021-12-16 17:45:43 main:574] : INFO : Epoch 1825 | loss: 0.0311561 | val_loss: 0.0311568 | Time: 4822.26 ms [2021-12-16 17:45:47 main:574] : INFO : Epoch 1826 | loss: 0.0311563 | val_loss: 0.0311588 | Time: 4214.96 ms [2021-12-16 17:45:51 main:574] : INFO : Epoch 1827 | loss: 0.0311552 | val_loss: 0.0311546 | Time: 4400.97 ms [2021-12-16 17:45:56 main:574] : INFO : Epoch 1828 | loss: 0.031155 | val_loss: 0.0311544 | Time: 4682.34 ms [2021-12-16 17:46:00 main:574] : INFO : Epoch 1829 | loss: 0.031153 | val_loss: 0.0311572 | Time: 4350.21 ms [2021-12-16 17:46:05 main:574] : INFO : Epoch 1830 | loss: 0.0311529 | val_loss: 0.0311524 | Time: 4265.97 ms [2021-12-16 17:46:10 main:574] : INFO : Epoch 1831 | loss: 0.0311637 | val_loss: 0.0311668 | Time: 4921.35 ms [2021-12-16 17:46:14 main:574] : INFO : Epoch 1832 | loss: 0.0311643 | val_loss: 0.0311603 | Time: 4304.05 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050) [2021-12-17 10:57:17 main:435] : INFO : Set logging level to 1 [2021-12-17 10:57:17 main:441] : INFO : Running in BOINC Client mode [2021-12-17 10:57:17 main:444] : INFO : Resolving all filenames [2021-12-17 10:57:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-17 10:57:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-17 10:57:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-17 10:57:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-12-17 10:57:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-17 10:57:17 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-17 10:57:17 main:474] : INFO : Configuration: [2021-12-17 10:57:17 main:475] : INFO : Model type: GRU [2021-12-17 10:57:17 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-17 10:57:17 main:477] : INFO : Max Epochs: 2048 [2021-12-17 10:57:17 main:478] : INFO : Batch Size: 128 [2021-12-17 10:57:17 main:479] : INFO : Learning Rate: 0.01 [2021-12-17 10:57:17 main:480] : INFO : Patience: 10 [2021-12-17 10:57:17 main:481] : INFO : Hidden Width: 12 [2021-12-17 10:57:17 main:482] : INFO : # Recurrent Layers: 4 [2021-12-17 10:57:17 main:483] : INFO : # Backend Layers: 4 [2021-12-17 10:57:17 main:484] : INFO : # Threads: 1 [2021-12-17 10:57:17 main:486] : INFO : Preparing Dataset [2021-12-17 10:57:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-17 10:57:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-17 10:57:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-17 10:57:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-17 10:57:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-17 10:57:26 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-17 10:57:26 main:494] : INFO : Creating Model [2021-12-17 10:57:26 main:507] : INFO : Preparing config file [2021-12-17 10:57:26 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-17 10:57:26 main:512] : INFO : Loading config [2021-12-17 10:57:26 main:514] : INFO : Loading state [2021-12-17 10:57:29 main:559] : INFO : Loading DataLoader into Memory [2021-12-17 10:57:29 main:562] : INFO : Starting Training [2021-12-17 10:57:35 main:574] : INFO : Epoch 1833 | loss: 0.0327721 | val_loss: 0.0313148 | Time: 5943.55 ms [2021-12-17 10:57:41 main:574] : INFO : Epoch 1834 | loss: 0.0313628 | val_loss: 0.0313398 | Time: 5515.13 ms [2021-12-17 10:57:46 main:574] : INFO : Epoch 1835 | loss: 0.031274 | val_loss: 0.031246 | Time: 4832.81 ms [2021-12-17 10:57:50 main:574] : INFO : Epoch 1836 | loss: 0.0312465 | val_loss: 0.0312359 | Time: 4587.67 ms [2021-12-17 10:57:56 main:574] : INFO : Epoch 1837 | loss: 0.0312311 | val_loss: 0.031219 | Time: 5156.73 ms [2021-12-17 10:58:00 main:574] : INFO : Epoch 1838 | loss: 0.0312113 | val_loss: 0.0312041 | Time: 4594.66 ms [2021-12-17 10:58:05 main:574] : INFO : Epoch 1839 | loss: 0.0312108 | val_loss: 0.031184 | Time: 4748.14 ms [2021-12-17 10:58:10 main:574] : INFO : Epoch 1840 | loss: 0.0311738 | val_loss: 0.031163 | Time: 5366.66 ms [2021-12-17 10:58:15 main:574] : INFO : Epoch 1841 | loss: 0.0311575 | val_loss: 0.0311578 | Time: 4686.58 ms [2021-12-17 10:58:20 main:574] : INFO : Epoch 1842 | loss: 0.0311535 | val_loss: 0.0311538 | Time: 4749.72 ms [2021-12-17 10:58:25 main:574] : INFO : Epoch 1843 | loss: 0.0311497 | val_loss: 0.0311501 | Time: 4775.05 ms [2021-12-17 10:58:30 main:574] : INFO : Epoch 1844 | loss: 0.0311487 | val_loss: 0.0311514 | Time: 4996.2 ms [2021-12-17 10:58:34 main:574] : INFO : Epoch 1845 | loss: 0.0311468 | val_loss: 0.0311505 | Time: 4720.34 ms [2021-12-17 10:58:39 main:574] : INFO : Epoch 1846 | loss: 0.0311456 | val_loss: 0.0311481 | Time: 4319.67 ms [2021-12-17 10:58:43 main:574] : INFO : Epoch 1847 | loss: 0.0311445 | val_loss: 0.0311502 | Time: 4600.26 ms [2021-12-17 10:58:48 main:574] : INFO : Epoch 1848 | loss: 0.0311437 | val_loss: 0.0311527 | Time: 4737.05 ms [2021-12-17 10:58:52 main:574] : INFO : Epoch 1849 | loss: 0.0311441 | val_loss: 0.0311703 | Time: 4313.92 ms [2021-12-17 10:58:57 main:574] : INFO : Epoch 1850 | loss: 0.0311546 | val_loss: 0.0311516 | Time: 4635.67 ms [2021-12-17 10:59:01 main:574] : INFO : Epoch 1851 | loss: 0.0311439 | val_loss: 0.0311512 | Time: 4490.13 ms [2021-12-17 10:59:06 main:574] : INFO : Epoch 1852 | loss: 0.0311414 | val_loss: 0.0311507 | Time: 4422.92 ms [2021-12-17 10:59:10 main:574] : INFO : Epoch 1853 | loss: 0.0311398 | val_loss: 0.0311481 | Time: 4490.98 ms [2021-12-17 10:59:15 main:574] : INFO : Epoch 1854 | loss: 0.0311385 | val_loss: 0.0311479 | Time: 4846.1 ms [2021-12-17 10:59:20 main:574] : INFO : Epoch 1855 | loss: 0.031138 | val_loss: 0.0311472 | Time: 4754.04 ms [2021-12-17 10:59:25 main:574] : INFO : Epoch 1856 | loss: 0.03114 | val_loss: 0.0311497 | Time: 4719.46 ms [2021-12-17 10:59:29 main:574] : INFO : Epoch 1857 | loss: 0.0311395 | val_loss: 0.0311471 | Time: 4639.19 ms [2021-12-17 10:59:34 main:574] : INFO : Epoch 1858 | loss: 0.0311364 | val_loss: 0.0311468 | Time: 4579.15 ms [2021-12-17 10:59:38 main:574] : INFO : Epoch 1859 | loss: 0.0311357 | val_loss: 0.0311462 | Time: 4348.27 ms [2021-12-17 10:59:43 main:574] : INFO : Epoch 1860 | loss: 0.0311348 | val_loss: 0.0311469 | Time: 4573.36 ms [2021-12-17 10:59:47 main:574] : INFO : Epoch 1861 | loss: 0.0311348 | val_loss: 0.0311471 | Time: 4609.62 ms [2021-12-17 10:59:52 main:574] : INFO : Epoch 1862 | loss: 0.0311339 | val_loss: 0.0311462 | Time: 4479.45 ms [2021-12-17 10:59:56 main:574] : INFO : Epoch 1863 | loss: 0.0311344 | val_loss: 0.0311507 | Time: 4414.98 ms [2021-12-17 11:00:01 main:574] : INFO : Epoch 1864 | loss: 0.031135 | val_loss: 0.0311445 | Time: 4613.28 ms [2021-12-17 11:00:06 main:574] : INFO : Epoch 1865 | loss: 0.0311346 | val_loss: 0.0311457 | Time: 4535.77 ms [2021-12-17 11:00:10 main:574] : INFO : Epoch 1866 | loss: 0.0311329 | val_loss: 0.0311479 | Time: 4650.78 ms [2021-12-17 11:00:15 main:574] : INFO : Epoch 1867 | loss: 0.0311318 | val_loss: 0.0311492 | Time: 4856.41 ms [2021-12-17 11:00:20 main:574] : INFO : Epoch 1868 | loss: 0.031132 | val_loss: 0.0311481 | Time: 4717.12 ms [2021-12-17 11:00:24 main:574] : INFO : Epoch 1869 | loss: 0.031133 | val_loss: 0.031151 | Time: 4483.76 ms [2021-12-17 11:00:29 main:574] : INFO : Epoch 1870 | loss: 0.0311336 | val_loss: 0.0311501 | Time: 4331.13 ms [2021-12-17 11:00:33 main:574] : INFO : Epoch 1871 | loss: 0.0311315 | val_loss: 0.0311495 | Time: 4656.58 ms [2021-12-17 11:00:38 main:574] : INFO : Epoch 1872 | loss: 0.0311303 | val_loss: 0.0311504 | Time: 4375.09 ms [2021-12-17 11:00:42 main:574] : INFO : Epoch 1873 | loss: 0.0311321 | val_loss: 0.0311495 | Time: 4355.04 ms [2021-12-17 11:00:46 main:574] : INFO : Epoch 1874 | loss: 0.0311339 | val_loss: 0.0311492 | Time: 4475.03 ms [2021-12-17 11:00:51 main:574] : INFO : Epoch 1875 | loss: 0.0311307 | val_loss: 0.0311476 | Time: 4496.94 ms [2021-12-17 11:00:55 main:574] : INFO : Epoch 1876 | loss: 0.0311295 | val_loss: 0.031151 | Time: 4480.98 ms [2021-12-17 11:01:00 main:574] : INFO : Epoch 1877 | loss: 0.0311286 | val_loss: 0.0311485 | Time: 4884.94 ms [2021-12-17 11:01:05 main:574] : INFO : Epoch 1878 | loss: 0.0311288 | val_loss: 0.0311495 | Time: 4750.81 ms [2021-12-17 11:01:10 main:574] : INFO : Epoch 1879 | loss: 0.0311287 | val_loss: 0.0311475 | Time: 4620.83 ms [2021-12-17 11:01:15 main:574] : INFO : Epoch 1880 | loss: 0.0311292 | val_loss: 0.0311511 | Time: 5233.75 ms [2021-12-17 11:01:20 main:574] : INFO : Epoch 1881 | loss: 0.0311272 | val_loss: 0.0311499 | Time: 4847.7 ms [2021-12-17 11:01:24 main:574] : INFO : Epoch 1882 | loss: 0.0311275 | val_loss: 0.0311553 | Time: 4385.39 ms [2021-12-17 11:01:29 main:574] : INFO : Epoch 1883 | loss: 0.0311332 | val_loss: 0.0311535 | Time: 4499.99 ms [2021-12-17 11:01:33 main:574] : INFO : Epoch 1884 | loss: 0.0311293 | val_loss: 0.0311497 | Time: 4579.78 ms [2021-12-17 11:01:38 main:574] : INFO : Epoch 1885 | loss: 0.0311269 | val_loss: 0.0311497 | Time: 4308.13 ms [2021-12-17 11:01:42 main:574] : INFO : Epoch 1886 | loss: 0.0311262 | val_loss: 0.0311496 | Time: 4777.89 ms [2021-12-17 11:01:47 main:574] : INFO : Epoch 1887 | loss: 0.0311287 | val_loss: 0.0311486 | Time: 4764.19 ms [2021-12-17 11:01:52 main:574] : INFO : Epoch 1888 | loss: 0.0311281 | val_loss: 0.0311499 | Time: 4909.92 ms [2021-12-17 11:01:56 main:574] : INFO : Epoch 1889 | loss: 0.0311274 | val_loss: 0.0311471 | Time: 4246.64 ms [2021-12-17 11:02:01 main:574] : INFO : Epoch 1890 | loss: 0.031128 | val_loss: 0.031152 | Time: 4528.06 ms [2021-12-17 11:02:06 main:574] : INFO : Epoch 1891 | loss: 0.031127 | val_loss: 0.0311479 | Time: 4776.28 ms [2021-12-17 11:02:12 main:574] : INFO : Epoch 1892 | loss: 0.0311257 | val_loss: 0.0311462 | Time: 6430.43 ms [2021-12-17 11:02:19 main:574] : INFO : Epoch 1893 | loss: 0.0311242 | val_loss: 0.031147 | Time: 6962.75 ms [2021-12-17 11:02:24 main:574] : INFO : Epoch 1894 | loss: 0.0311257 | val_loss: 0.0311465 | Time: 5306.29 ms [2021-12-17 11:02:30 main:574] : INFO : Epoch 1895 | loss: 0.0311232 | val_loss: 0.0311484 | Time: 5577.57 ms [2021-12-17 11:02:35 main:574] : INFO : Epoch 1896 | loss: 0.0311243 | val_loss: 0.0311475 | Time: 5377.52 ms [2021-12-17 11:02:41 main:574] : INFO : Epoch 1897 | loss: 0.0311247 | val_loss: 0.0311481 | Time: 5546.13 ms [2021-12-17 11:02:46 main:574] : INFO : Epoch 1898 | loss: 0.0311246 | val_loss: 0.0311522 | Time: 5479.88 ms [2021-12-17 11:02:53 main:574] : INFO : Epoch 1899 | loss: 0.0311258 | val_loss: 0.0311546 | Time: 6141.51 ms [2021-12-17 11:02:59 main:574] : INFO : Epoch 1900 | loss: 0.0311243 | val_loss: 0.0311478 | Time: 5956.99 ms [2021-12-17 11:03:04 main:574] : INFO : Epoch 1901 | loss: 0.0311231 | val_loss: 0.0311523 | Time: 5245.21 ms [2021-12-17 11:03:09 main:574] : INFO : Epoch 1902 | loss: 0.0311266 | val_loss: 0.0311525 | Time: 5366.46 ms [2021-12-17 11:03:16 main:574] : INFO : Epoch 1903 | loss: 0.0311256 | val_loss: 0.031147 | Time: 6538.84 ms [2021-12-17 11:03:21 main:574] : INFO : Epoch 1904 | loss: 0.0311228 | val_loss: 0.0311513 | Time: 5326.28 ms [2021-12-17 11:03:26 main:574] : INFO : Epoch 1905 | loss: 0.0311221 | val_loss: 0.0311464 | Time: 5241.93 ms [2021-12-17 11:03:32 main:574] : INFO : Epoch 1906 | loss: 0.0311217 | val_loss: 0.0311565 | Time: 5436.27 ms [2021-12-17 11:03:37 main:574] : INFO : Epoch 1907 | loss: 0.0311261 | val_loss: 0.0311489 | Time: 5744.92 ms [2021-12-17 11:03:43 main:574] : INFO : Epoch 1908 | loss: 0.0311237 | val_loss: 0.0311464 | Time: 5668.14 ms [2021-12-17 11:03:49 main:574] : INFO : Epoch 1909 | loss: 0.0311226 | val_loss: 0.0311496 | Time: 5737.78 ms [2021-12-17 11:03:55 main:574] : INFO : Epoch 1910 | loss: 0.031121 | val_loss: 0.0311477 | Time: 5583.14 ms [2021-12-17 11:04:00 main:574] : INFO : Epoch 1911 | loss: 0.0311221 | val_loss: 0.0311454 | Time: 5642.16 ms [2021-12-17 11:04:06 main:574] : INFO : Epoch 1912 | loss: 0.0311223 | val_loss: 0.0311483 | Time: 5580.64 ms [2021-12-17 11:04:11 main:574] : INFO : Epoch 1913 | loss: 0.0311214 | val_loss: 0.0311484 | Time: 5176.22 ms [2021-12-17 11:04:16 main:574] : INFO : Epoch 1914 | loss: 0.0311202 | val_loss: 0.0311473 | Time: 5212.89 ms [2021-12-17 11:04:21 main:574] : INFO : Epoch 1915 | loss: 0.031121 | val_loss: 0.031154 | Time: 5139.83 ms [2021-12-17 11:04:26 main:574] : INFO : Epoch 1916 | loss: 0.0311213 | val_loss: 0.031159 | Time: 4757.68 ms [2021-12-17 11:04:31 main:574] : INFO : Epoch 1917 | loss: 0.0311238 | val_loss: 0.0311454 | Time: 4614.1 ms [2021-12-17 11:04:35 main:574] : INFO : Epoch 1918 | loss: 0.031122 | val_loss: 0.0311432 | Time: 4777.68 ms [2021-12-17 11:04:40 main:574] : INFO : Epoch 1919 | loss: 0.0311223 | val_loss: 0.0311534 | Time: 4680.74 ms [2021-12-17 11:04:45 main:574] : INFO : Epoch 1920 | loss: 0.031128 | val_loss: 0.0311524 | Time: 4552.8 ms [2021-12-17 11:04:49 main:574] : INFO : Epoch 1921 | loss: 0.0311238 | val_loss: 0.0311504 | Time: 4616.72 ms [2021-12-17 11:04:54 main:574] : INFO : Epoch 1922 | loss: 0.0311192 | val_loss: 0.0311487 | Time: 4342.8 ms [2021-12-17 11:04:58 main:574] : INFO : Epoch 1923 | loss: 0.0311212 | val_loss: 0.0311447 | Time: 4554.93 ms [2021-12-17 11:05:03 main:574] : INFO : Epoch 1924 | loss: 0.031118 | val_loss: 0.0311481 | Time: 4737.89 ms [2021-12-17 11:05:08 main:574] : INFO : Epoch 1925 | loss: 0.0311202 | val_loss: 0.0311483 | Time: 4741.31 ms [2021-12-17 11:05:13 main:574] : INFO : Epoch 1926 | loss: 0.03112 | val_loss: 0.0311454 | Time: 4811 ms [2021-12-17 11:05:17 main:574] : INFO : Epoch 1927 | loss: 0.0311178 | val_loss: 0.031148 | Time: 4415.25 ms [2021-12-17 11:05:22 main:574] : INFO : Epoch 1928 | loss: 0.0311171 | val_loss: 0.0311491 | Time: 4585.42 ms [2021-12-17 11:05:26 main:574] : INFO : Epoch 1929 | loss: 0.0311184 | val_loss: 0.0311502 | Time: 4742.46 ms [2021-12-17 11:05:31 main:574] : INFO : Epoch 1930 | loss: 0.0311199 | val_loss: 0.0311513 | Time: 4768.93 ms [2021-12-17 11:05:36 main:574] : INFO : Epoch 1931 | loss: 0.0311175 | val_loss: 0.0311507 | Time: 4786.99 ms [2021-12-17 11:05:41 main:574] : INFO : Epoch 1932 | loss: 0.0311184 | val_loss: 0.0311509 | Time: 4694.23 ms [2021-12-17 11:05:45 main:574] : INFO : Epoch 1933 | loss: 0.0311176 | val_loss: 0.0311479 | Time: 4464.4 ms [2021-12-17 11:05:50 main:574] : INFO : Epoch 1934 | loss: 0.0311176 | val_loss: 0.0311491 | Time: 4763.49 ms [2021-12-17 11:05:54 main:574] : INFO : Epoch 1935 | loss: 0.0311185 | val_loss: 0.0311468 | Time: 4302.15 ms [2021-12-17 11:05:59 main:574] : INFO : Epoch 1936 | loss: 0.0311167 | val_loss: 0.0311493 | Time: 4640.38 ms [2021-12-17 11:06:04 main:574] : INFO : Epoch 1937 | loss: 0.0311178 | val_loss: 0.0311501 | Time: 4672.41 ms [2021-12-17 11:06:08 main:574] : INFO : Epoch 1938 | loss: 0.0311193 | val_loss: 0.0311505 | Time: 4221.37 ms [2021-12-17 11:06:12 main:574] : INFO : Epoch 1939 | loss: 0.0311205 | val_loss: 0.0311568 | Time: 4389.88 ms [2021-12-17 11:06:17 main:574] : INFO : Epoch 1940 | loss: 0.031119 | val_loss: 0.0311515 | Time: 4654.97 ms [2021-12-17 11:06:22 main:574] : INFO : Epoch 1941 | loss: 0.0311178 | val_loss: 0.031147 | Time: 4837.2 ms [2021-12-17 11:06:26 main:574] : INFO : Epoch 1942 | loss: 0.0311166 | val_loss: 0.0311522 | Time: 4792.22 ms [2021-12-17 11:06:31 main:574] : INFO : Epoch 1943 | loss: 0.0311146 | val_loss: 0.0311542 | Time: 4758.02 ms [2021-12-17 11:06:36 main:574] : INFO : Epoch 1944 | loss: 0.031116 | val_loss: 0.0311543 | Time: 4862.83 ms [2021-12-17 11:06:41 main:574] : INFO : Epoch 1945 | loss: 0.0311147 | val_loss: 0.0311463 | Time: 4783.6 ms [2021-12-17 11:06:45 main:574] : INFO : Epoch 1946 | loss: 0.0311163 | val_loss: 0.0311483 | Time: 4452.87 ms [2021-12-17 11:06:50 main:574] : INFO : Epoch 1947 | loss: 0.0311161 | val_loss: 0.031151 | Time: 4667.59 ms [2021-12-17 11:06:54 main:574] : INFO : Epoch 1948 | loss: 0.0311172 | val_loss: 0.0311483 | Time: 4250.81 ms [2021-12-17 11:06:59 main:574] : INFO : Epoch 1949 | loss: 0.0311149 | val_loss: 0.0311528 | Time: 4647.16 ms [2021-12-17 11:07:04 main:574] : INFO : Epoch 1950 | loss: 0.0311129 | val_loss: 0.0311524 | Time: 4596.13 ms [2021-12-17 11:07:08 main:574] : INFO : Epoch 1951 | loss: 0.0311148 | val_loss: 0.0311532 | Time: 4614.87 ms [2021-12-17 11:07:13 main:574] : INFO : Epoch 1952 | loss: 0.0311145 | val_loss: 0.0311501 | Time: 4459.96 ms [2021-12-17 11:07:17 main:574] : INFO : Epoch 1953 | loss: 0.0311137 | val_loss: 0.0311482 | Time: 4634.64 ms [2021-12-17 11:07:22 main:574] : INFO : Epoch 1954 | loss: 0.0311149 | val_loss: 0.0311501 | Time: 4623.82 ms [2021-12-17 11:07:27 main:574] : INFO : Epoch 1955 | loss: 0.0311123 | val_loss: 0.0311545 | Time: 4795.01 ms [2021-12-17 11:07:32 main:574] : INFO : Epoch 1956 | loss: 0.0311158 | val_loss: 0.0311467 | Time: 4996.43 ms [2021-12-17 11:07:37 main:574] : INFO : Epoch 1957 | loss: 0.0311163 | val_loss: 0.031152 | Time: 4902.92 ms [2021-12-17 11:07:42 main:574] : INFO : Epoch 1958 | loss: 0.0311208 | val_loss: 0.0311537 | Time: 4912.33 ms [2021-12-17 11:07:46 main:574] : INFO : Epoch 1959 | loss: 0.0311183 | val_loss: 0.031156 | Time: 4733.94 ms [2021-12-17 11:07:51 main:574] : INFO : Epoch 1960 | loss: 0.031116 | val_loss: 0.0311555 | Time: 4737.13 ms [2021-12-17 11:07:55 main:574] : INFO : Epoch 1961 | loss: 0.0311165 | val_loss: 0.0311497 | Time: 4463.27 ms [2021-12-17 11:08:00 main:574] : INFO : Epoch 1962 | loss: 0.0311139 | val_loss: 0.0311518 | Time: 4407.51 ms [2021-12-17 11:08:04 main:574] : INFO : Epoch 1963 | loss: 0.0311134 | val_loss: 0.0311495 | Time: 4381.86 ms [2021-12-17 11:08:09 main:574] : INFO : Epoch 1964 | loss: 0.031112 | val_loss: 0.0311491 | Time: 4616.19 ms [2021-12-17 11:08:13 main:574] : INFO : Epoch 1965 | loss: 0.031111 | val_loss: 0.0311521 | Time: 4432.84 ms [2021-12-17 11:08:18 main:574] : INFO : Epoch 1966 | loss: 0.0311117 | val_loss: 0.0311499 | Time: 4425.73 ms [2021-12-17 11:08:22 main:574] : INFO : Epoch 1967 | loss: 0.0311121 | val_loss: 0.0311538 | Time: 4558.02 ms [2021-12-17 11:08:27 main:574] : INFO : Epoch 1968 | loss: 0.0311126 | val_loss: 0.0311536 | Time: 4741.1 ms [2021-12-17 11:08:32 main:574] : INFO : Epoch 1969 | loss: 0.0311103 | val_loss: 0.0311515 | Time: 4704.89 ms [2021-12-17 11:08:37 main:574] : INFO : Epoch 1970 | loss: 0.0311106 | val_loss: 0.0311512 | Time: 4833.29 ms [2021-12-17 11:08:41 main:574] : INFO : Epoch 1971 | loss: 0.0311107 | val_loss: 0.0311547 | Time: 4675.8 ms [2021-12-17 11:08:46 main:574] : INFO : Epoch 1972 | loss: 0.0311101 | val_loss: 0.0311529 | Time: 4436.87 ms [2021-12-17 11:08:50 main:574] : INFO : Epoch 1973 | loss: 0.031111 | val_loss: 0.0311586 | Time: 4173.12 ms [2021-12-17 11:08:55 main:574] : INFO : Epoch 1974 | loss: 0.0311107 | val_loss: 0.0311543 | Time: 4651.45 ms [2021-12-17 11:08:59 main:574] : INFO : Epoch 1975 | loss: 0.0311138 | val_loss: 0.0311526 | Time: 4375.82 ms [2021-12-17 11:09:03 main:574] : INFO : Epoch 1976 | loss: 0.0311118 | val_loss: 0.0311501 | Time: 4396.4 ms [2021-12-17 11:09:08 main:574] : INFO : Epoch 1977 | loss: 0.0311114 | val_loss: 0.0311508 | Time: 4570.23 ms [2021-12-17 11:09:12 main:574] : INFO : Epoch 1978 | loss: 0.0311125 | val_loss: 0.0311508 | Time: 4397.15 ms [2021-12-17 11:09:17 main:574] : INFO : Epoch 1979 | loss: 0.0311117 | val_loss: 0.0311588 | Time: 4732.66 ms [2021-12-17 11:09:22 main:574] : INFO : Epoch 1980 | loss: 0.0311111 | val_loss: 0.0311504 | Time: 4750.58 ms [2021-12-17 11:09:27 main:574] : INFO : Epoch 1981 | loss: 0.0311116 | val_loss: 0.0311496 | Time: 4677.42 ms [2021-12-17 11:09:31 main:574] : INFO : Epoch 1982 | loss: 0.0311147 | val_loss: 0.0311529 | Time: 4474.8 ms [2021-12-17 11:09:36 main:574] : INFO : Epoch 1983 | loss: 0.0311158 | val_loss: 0.0311514 | Time: 4622.14 ms [2021-12-17 11:09:40 main:574] : INFO : Epoch 1984 | loss: 0.0311134 | val_loss: 0.0311639 | Time: 4409.74 ms [2021-12-17 11:09:44 main:574] : INFO : Epoch 1985 | loss: 0.0311112 | val_loss: 0.0311557 | Time: 4350.5 ms [2021-12-17 11:09:49 main:574] : INFO : Epoch 1986 | loss: 0.0311097 | val_loss: 0.031152 | Time: 4396.27 ms [2021-12-17 11:09:54 main:574] : INFO : Epoch 1987 | loss: 0.0311118 | val_loss: 0.0311511 | Time: 4749.22 ms [2021-12-17 11:09:58 main:574] : INFO : Epoch 1988 | loss: 0.0311104 | val_loss: 0.031153 | Time: 4502.68 ms [2021-12-17 11:10:03 main:574] : INFO : Epoch 1989 | loss: 0.031111 | val_loss: 0.0311475 | Time: 4483.94 ms [2021-12-17 11:10:07 main:574] : INFO : Epoch 1990 | loss: 0.0311093 | val_loss: 0.0311515 | Time: 4725.52 ms [2021-12-17 11:10:12 main:574] : INFO : Epoch 1991 | loss: 0.031109 | val_loss: 0.0311577 | Time: 4734.16 ms [2021-12-17 11:10:17 main:574] : INFO : Epoch 1992 | loss: 0.0311118 | val_loss: 0.0311594 | Time: 4707.28 ms [2021-12-17 11:10:22 main:574] : INFO : Epoch 1993 | loss: 0.0311136 | val_loss: 0.0311635 | Time: 4739.61 ms [2021-12-17 11:10:26 main:574] : INFO : Epoch 1994 | loss: 0.0311173 | val_loss: 0.0311544 | Time: 4373.08 ms [2021-12-17 11:10:30 main:574] : INFO : Epoch 1995 | loss: 0.0311153 | val_loss: 0.0311525 | Time: 4392.64 ms [2021-12-17 11:10:35 main:574] : INFO : Epoch 1996 | loss: 0.031112 | val_loss: 0.0311562 | Time: 4463.51 ms [2021-12-17 11:10:39 main:574] : INFO : Epoch 1997 | loss: 0.0311164 | val_loss: 0.0311534 | Time: 4272.52 ms [2021-12-17 11:10:43 main:574] : INFO : Epoch 1998 | loss: 0.0311142 | val_loss: 0.0311521 | Time: 4151.23 ms [2021-12-17 11:10:48 main:574] : INFO : Epoch 1999 | loss: 0.0311111 | val_loss: 0.0311557 | Time: 4579.54 ms [2021-12-17 11:10:55 main:574] : INFO : Epoch 2000 | loss: 0.0311124 | val_loss: 0.0311493 | Time: 6698.04 ms [2021-12-17 11:10:59 main:574] : INFO : Epoch 2001 | loss: 0.0311121 | val_loss: 0.031159 | Time: 4796.42 ms [2021-12-17 11:11:04 main:574] : INFO : Epoch 2002 | loss: 0.0311093 | val_loss: 0.0311518 | Time: 4501.58 ms [2021-12-17 11:11:09 main:574] : INFO : Epoch 2003 | loss: 0.0311072 | val_loss: 0.0311585 | Time: 5056.99 ms [2021-12-17 11:11:14 main:574] : INFO : Epoch 2004 | loss: 0.0311136 | val_loss: 0.0311591 | Time: 4591.07 ms [2021-12-17 11:11:19 main:574] : INFO : Epoch 2005 | loss: 0.031112 | val_loss: 0.0311559 | Time: 5319.91 ms [2021-12-17 11:11:25 main:574] : INFO : Epoch 2006 | loss: 0.0311086 | val_loss: 0.0311492 | Time: 6166.6 ms [2021-12-17 11:11:31 main:574] : INFO : Epoch 2007 | loss: 0.0311107 | val_loss: 0.0311583 | Time: 5681.91 ms [2021-12-17 11:11:35 main:574] : INFO : Epoch 2008 | loss: 0.0311109 | val_loss: 0.0311501 | Time: 4280.45 ms [2021-12-17 11:11:40 main:574] : INFO : Epoch 2009 | loss: 0.0311068 | val_loss: 0.0311544 | Time: 4478.35 ms [2021-12-17 11:11:56 main:574] : INFO : Epoch 2010 | loss: 0.0311286 | val_loss: 0.0311581 | Time: 16437.5 ms [2021-12-17 11:12:02 main:574] : INFO : Epoch 2011 | loss: 0.031142 | val_loss: 0.0311574 | Time: 6110.07 ms [2021-12-17 11:12:09 main:574] : INFO : Epoch 2012 | loss: 0.0311338 | val_loss: 0.0311523 | Time: 7344.87 ms [2021-12-17 11:12:14 main:574] : INFO : Epoch 2013 | loss: 0.0311282 | val_loss: 0.0311559 | Time: 4994.3 ms [2021-12-17 11:12:20 main:574] : INFO : Epoch 2014 | loss: 0.0311239 | val_loss: 0.0311475 | Time: 5185.46 ms [2021-12-17 11:12:25 main:574] : INFO : Epoch 2015 | loss: 0.0311221 | val_loss: 0.0311493 | Time: 5350.35 ms [2021-12-17 11:12:32 main:574] : INFO : Epoch 2016 | loss: 0.0311172 | val_loss: 0.0311523 | Time: 6907.19 ms [2021-12-17 11:12:37 main:574] : INFO : Epoch 2017 | loss: 0.0311175 | val_loss: 0.0311537 | Time: 5038.37 ms [2021-12-17 11:12:42 main:574] : INFO : Epoch 2018 | loss: 0.0311153 | val_loss: 0.0311502 | Time: 4944.69 ms [2021-12-17 11:12:47 main:574] : INFO : Epoch 2019 | loss: 0.0311136 | val_loss: 0.031151 | Time: 5014.67 ms [2021-12-17 11:12:52 main:574] : INFO : Epoch 2020 | loss: 0.0311153 | val_loss: 0.031155 | Time: 5167.45 ms [2021-12-17 11:12:57 main:574] : INFO : Epoch 2021 | loss: 0.0311166 | val_loss: 0.031156 | Time: 5348.15 ms [2021-12-17 11:13:02 main:574] : INFO : Epoch 2022 | loss: 0.0311141 | val_loss: 0.0311453 | Time: 4673.77 ms [2021-12-17 11:13:08 main:574] : INFO : Epoch 2023 | loss: 0.0311119 | val_loss: 0.0311534 | Time: 5461.2 ms [2021-12-17 11:13:15 main:574] : INFO : Epoch 2024 | loss: 0.0311107 | val_loss: 0.0311549 | Time: 6973.12 ms [2021-12-17 11:13:21 main:574] : INFO : Epoch 2025 | loss: 0.0311112 | val_loss: 0.0311548 | Time: 6506.4 ms [2021-12-17 11:13:27 main:574] : INFO : Epoch 2026 | loss: 0.0311083 | val_loss: 0.0311599 | Time: 5465.45 ms [2021-12-17 11:13:43 main:574] : INFO : Epoch 2027 | loss: 0.031108 | val_loss: 0.0311574 | Time: 16333.9 ms [2021-12-17 11:13:47 main:574] : INFO : Epoch 2028 | loss: 0.031108 | val_loss: 0.0311528 | Time: 4353.38 ms [2021-12-17 11:13:52 main:574] : INFO : Epoch 2029 | loss: 0.0311099 | val_loss: 0.0311545 | Time: 4749.33 ms [2021-12-17 11:13:57 main:574] : INFO : Epoch 2030 | loss: 0.0311092 | val_loss: 0.0311532 | Time: 4670.94 ms [2021-12-17 11:14:01 main:574] : INFO : Epoch 2031 | loss: 0.0311147 | val_loss: 0.0311598 | Time: 4344.99 ms [2021-12-17 11:14:05 main:574] : INFO : Epoch 2032 | loss: 0.0311124 | val_loss: 0.0311522 | Time: 4212.24 ms [2021-12-17 11:14:10 main:574] : INFO : Epoch 2033 | loss: 0.0311105 | val_loss: 0.0311619 | Time: 4530.81 ms [2021-12-17 11:14:14 main:574] : INFO : Epoch 2034 | loss: 0.031112 | val_loss: 0.0311611 | Time: 4360.05 ms [2021-12-17 11:14:19 main:574] : INFO : Epoch 2035 | loss: 0.0311106 | val_loss: 0.0311563 | Time: 4704.29 ms [2021-12-17 11:14:23 main:574] : INFO : Epoch 2036 | loss: 0.031111 | val_loss: 0.0311467 | Time: 4416.93 ms [2021-12-17 11:14:28 main:574] : INFO : Epoch 2037 | loss: 0.0311165 | val_loss: 0.0311565 | Time: 4514.15 ms [2021-12-17 11:14:32 main:574] : INFO : Epoch 2038 | loss: 0.0311132 | val_loss: 0.0311537 | Time: 4525.59 ms [2021-12-17 11:14:37 main:574] : INFO : Epoch 2039 | loss: 0.0311108 | val_loss: 0.031158 | Time: 4689.11 ms [2021-12-17 11:14:42 main:574] : INFO : Epoch 2040 | loss: 0.0311115 | val_loss: 0.0311516 | Time: 4807.48 ms [2021-12-17 11:14:47 main:574] : INFO : Epoch 2041 | loss: 0.0311065 | val_loss: 0.0311553 | Time: 5142.96 ms [2021-12-17 11:14:52 main:574] : INFO : Epoch 2042 | loss: 0.0311051 | val_loss: 0.0311518 | Time: 4790.73 ms [2021-12-17 11:14:57 main:574] : INFO : Epoch 2043 | loss: 0.0311082 | val_loss: 0.0311547 | Time: 4825.48 ms [2021-12-17 11:15:01 main:574] : INFO : Epoch 2044 | loss: 0.0311085 | val_loss: 0.0311496 | Time: 4323.69 ms [2021-12-17 11:15:05 main:574] : INFO : Epoch 2045 | loss: 0.0311088 | val_loss: 0.0311557 | Time: 4437.46 ms [2021-12-17 11:15:10 main:574] : INFO : Epoch 2046 | loss: 0.03111 | val_loss: 0.0311557 | Time: 4574.47 ms [2021-12-17 11:15:14 main:574] : INFO : Epoch 2047 | loss: 0.0311073 | val_loss: 0.0311565 | Time: 4307.21 ms [2021-12-17 11:15:19 main:574] : INFO : Epoch 2048 | loss: 0.0311057 | val_loss: 0.031157 | Time: 4385.3 ms [2021-12-17 11:15:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031157 [2021-12-17 11:15:19 main:603] : INFO : Saving end state to config to file [2021-12-17 11:15:19 main:608] : INFO : Success, exiting.. 11:15:19 (4876): 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)