Task 14065300
| Name | ParityModified-1647040029-19905-3-0_0 |
| Workunit | 11134592 |
| Created | 30 Mar 2022, 3:02:07 UTC |
| Sent | 2 Apr 2022, 21:11:38 UTC |
| Report deadline | 10 Apr 2022, 21:11:38 UTC |
| Received | 4 Apr 2022, 23:15:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 7 min 12 sec |
| CPU time | 3 hours 3 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1568 | loss: 0.0311386 | val_loss: 0.0311475 | Time: 4808.86 ms
[2022-04-03 11:57:41 main:574] : INFO : Epoch 1569 | loss: 0.0311347 | val_loss: 0.0311471 | Time: 4883.05 ms
[2022-04-03 11:57:46 main:574] : INFO : Epoch 1570 | loss: 0.0311332 | val_loss: 0.0311476 | Time: 4818.81 ms
[2022-04-03 11:57:51 main:574] : INFO : Epoch 1571 | loss: 0.0311306 | val_loss: 0.0311493 | Time: 4842.19 ms
[2022-04-03 11:57:55 main:574] : INFO : Epoch 1572 | loss: 0.0311292 | val_loss: 0.0311489 | Time: 4850.23 ms
[2022-04-03 11:58:00 main:574] : INFO : Epoch 1573 | loss: 0.0311277 | val_loss: 0.0311495 | Time: 4879.48 ms
[2022-04-03 11:58:05 main:574] : INFO : Epoch 1574 | loss: 0.0311266 | val_loss: 0.0311482 | Time: 4841.36 ms
[2022-04-03 11:58:10 main:574] : INFO : Epoch 1575 | loss: 0.0311267 | val_loss: 0.0311471 | Time: 4867.04 ms
[2022-04-03 11:58:15 main:574] : INFO : Epoch 1576 | loss: 0.0311325 | val_loss: 0.0311442 | Time: 4840.63 ms
[2022-04-03 11:58:20 main:574] : INFO : Epoch 1577 | loss: 0.0311333 | val_loss: 0.0311467 | Time: 4806 ms
[2022-04-03 11:58:25 main:574] : INFO : Epoch 1578 | loss: 0.0311316 | val_loss: 0.0311467 | Time: 4796.32 ms
[2022-04-03 11:58:29 main:574] : INFO : Epoch 1579 | loss: 0.0311293 | val_loss: 0.0311526 | Time: 4911.16 ms
[2022-04-03 11:58:34 main:574] : INFO : Epoch 1580 | loss: 0.0311337 | val_loss: 0.0311488 | Time: 4871.82 ms
[2022-04-03 11:58:39 main:574] : INFO : Epoch 1581 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 4877.45 ms
[2022-04-03 11:58:44 main:574] : INFO : Epoch 1582 | loss: 0.0311382 | val_loss: 0.0311527 | Time: 4860.14 ms
[2022-04-03 11:58:49 main:574] : INFO : Epoch 1583 | loss: 0.0311422 | val_loss: 0.0311492 | Time: 4867.75 ms
[2022-04-03 11:58:54 main:574] : INFO : Epoch 1584 | loss: 0.0311403 | val_loss: 0.0311481 | Time: 4872.56 ms
[2022-04-03 11:58:59 main:574] : INFO : Epoch 1585 | loss: 0.0311379 | val_loss: 0.0311457 | Time: 4851.03 ms
[2022-04-03 11:59:04 main:574] : INFO : Epoch 1586 | loss: 0.031134 | val_loss: 0.0311452 | Time: 4840.97 ms
[2022-04-03 11:59:08 main:574] : INFO : Epoch 1587 | loss: 0.0311353 | val_loss: 0.0311439 | Time: 4848.93 ms
[2022-04-03 11:59:13 main:574] : INFO : Epoch 1588 | loss: 0.0311357 | val_loss: 0.0311463 | Time: 4869.87 ms
[2022-04-03 11:59:18 main:574] : INFO : Epoch 1589 | loss: 0.0311452 | val_loss: 0.0311514 | Time: 4834.83 ms
[2022-04-03 11:59:23 main:574] : INFO : Epoch 1590 | loss: 0.0311437 | val_loss: 0.0311511 | Time: 4814.23 ms
[2022-04-03 11:59:28 main:574] : INFO : Epoch 1591 | loss: 0.0311448 | val_loss: 0.0311538 | Time: 4814.73 ms
[2022-04-03 11:59:33 main:574] : INFO : Epoch 1592 | loss: 0.0311455 | val_loss: 0.0311507 | Time: 4808.58 ms
[2022-04-03 11:59:37 main:574] : INFO : Epoch 1593 | loss: 0.0311425 | val_loss: 0.0311556 | Time: 4892.7 ms
[2022-04-03 11:59:42 main:574] : INFO : Epoch 1594 | loss: 0.0311451 | val_loss: 0.0311552 | Time: 4825.02 ms
[2022-04-03 11:59:47 main:574] : INFO : Epoch 1595 | loss: 0.0311417 | val_loss: 0.0311495 | Time: 4870.29 ms
[2022-04-03 11:59:52 main:574] : INFO : Epoch 1596 | loss: 0.0311418 | val_loss: 0.0311481 | Time: 4839.97 ms
[2022-04-03 11:59:57 main:574] : INFO : Epoch 1597 | loss: 0.0311399 | val_loss: 0.0311479 | Time: 4881.37 ms
[2022-04-03 12:00:02 main:574] : INFO : Epoch 1598 | loss: 0.031139 | val_loss: 0.0311446 | Time: 4858.64 ms
[2022-04-03 12:00:07 main:574] : INFO : Epoch 1599 | loss: 0.0311408 | val_loss: 0.0311495 | Time: 4887.43 ms
[2022-04-03 12:00:12 main:574] : INFO : Epoch 1600 | loss: 0.031142 | val_loss: 0.0311474 | Time: 4832.92 ms
[2022-04-03 12:00:17 main:574] : INFO : Epoch 1601 | loss: 0.0311414 | val_loss: 0.0311499 | Time: 5023.66 ms
[2022-04-03 12:00:22 main:574] : INFO : Epoch 1602 | loss: 0.0311427 | val_loss: 0.0311498 | Time: 5111.73 ms
[2022-04-03 12:00:27 main:574] : INFO : Epoch 1603 | loss: 0.0311403 | val_loss: 0.0311494 | Time: 5123.34 ms
[2022-04-03 12:00:32 main:574] : INFO : Epoch 1604 | loss: 0.0311382 | val_loss: 0.031152 | Time: 4862.23 ms
[2022-04-03 12:00:37 main:574] : INFO : Epoch 1605 | loss: 0.0311361 | val_loss: 0.0311504 | Time: 4873.76 ms
[2022-04-03 12:00:41 main:574] : INFO : Epoch 1606 | loss: 0.0311361 | val_loss: 0.0311531 | Time: 4857.26 ms
[2022-04-03 12:00:46 main:574] : INFO : Epoch 1607 | loss: 0.0311345 | val_loss: 0.0311535 | Time: 4838.89 ms
[2022-04-03 12:00:51 main:574] : INFO : Epoch 1608 | loss: 0.0311331 | val_loss: 0.0311496 | Time: 4878.28 ms
[2022-04-03 12:00:56 main:574] : INFO : Epoch 1609 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 4862.75 ms
[2022-04-03 12:01:01 main:574] : INFO : Epoch 1610 | loss: 0.031132 | val_loss: 0.0311544 | Time: 4877.91 ms
[2022-04-03 12:01:06 main:574] : INFO : Epoch 1611 | loss: 0.0311334 | val_loss: 0.0311555 | Time: 4875.79 ms
[2022-04-03 12:01:11 main:574] : INFO : Epoch 1612 | loss: 0.0311328 | val_loss: 0.0311535 | Time: 4850.53 ms
[2022-04-03 12:01:15 main:574] : INFO : Epoch 1613 | loss: 0.0311327 | val_loss: 0.0311541 | Time: 4856.04 ms
[2022-04-03 12:01:20 main:574] : INFO : Epoch 1614 | loss: 0.0311328 | val_loss: 0.0311522 | Time: 4884.33 ms
[2022-04-03 12:01:25 main:574] : INFO : Epoch 1615 | loss: 0.0311308 | val_loss: 0.0311564 | Time: 4835.65 ms
[2022-04-03 12:01:30 main:574] : INFO : Epoch 1616 | loss: 0.0311303 | val_loss: 0.0311539 | Time: 4789.56 ms
[2022-04-03 12:01:35 main:574] : INFO : Epoch 1617 | loss: 0.0311311 | val_loss: 0.0311569 | Time: 4848.09 ms
[2022-04-03 12:01:40 main:574] : INFO : Epoch 1618 | loss: 0.031129 | val_loss: 0.0311535 | Time: 4841.3 ms
[2022-04-03 12:01:45 main:574] : INFO : Epoch 1619 | loss: 0.0311294 | val_loss: 0.0311586 | Time: 4857.3 ms
[2022-04-03 12:01:49 main:574] : INFO : Epoch 1620 | loss: 0.0311314 | val_loss: 0.0311619 | Time: 4872.76 ms
[2022-04-03 12:01:54 main:574] : INFO : Epoch 1621 | loss: 0.0311395 | val_loss: 0.0311595 | Time: 4819.27 ms
[2022-04-03 12:01:59 main:574] : INFO : Epoch 1622 | loss: 0.0311416 | val_loss: 0.0311585 | Time: 4865.26 ms
[2022-04-03 12:02:04 main:574] : INFO : Epoch 1623 | loss: 0.0311354 | val_loss: 0.0311588 | Time: 4821.1 ms
[2022-04-03 12:02:09 main:574] : INFO : Epoch 1624 | loss: 0.0311378 | val_loss: 0.0311509 | Time: 4888.17 ms
[2022-04-03 12:02:14 main:574] : INFO : Epoch 1625 | loss: 0.0311402 | val_loss: 0.031151 | Time: 4795.41 ms
[2022-04-03 12:02:19 main:574] : INFO : Epoch 1626 | loss: 0.0311375 | val_loss: 0.0311523 | Time: 4855.17 ms
[2022-04-03 12:02:25 main:574] : INFO : Epoch 1627 | loss: 0.0311369 | val_loss: 0.0311493 | Time: 6056.13 ms
[2022-04-03 12:02:30 main:574] : INFO : Epoch 1628 | loss: 0.0311353 | val_loss: 0.0311562 | Time: 5179.77 ms
[2022-04-03 12:02:35 main:574] : INFO : Epoch 1629 | loss: 0.0311357 | val_loss: 0.0311534 | Time: 4824.38 ms
[2022-04-03 12:02:40 main:574] : INFO : Epoch 1630 | loss: 0.0311361 | val_loss: 0.0311548 | Time: 4938.64 ms
[2022-04-03 12:02:45 main:574] : INFO : Epoch 1631 | loss: 0.0311305 | val_loss: 0.0311561 | Time: 5871.94 ms
[2022-04-03 12:02:51 main:574] : INFO : Epoch 1632 | loss: 0.0311308 | val_loss: 0.0311583 | Time: 5345.22 ms
[2022-04-03 12:02:56 main:574] : INFO : Epoch 1633 | loss: 0.0311309 | val_loss: 0.0311568 | Time: 5487.35 ms
[2022-04-03 12:03:02 main:574] : INFO : Epoch 1634 | loss: 0.0311306 | val_loss: 0.031153 | Time: 5527.63 ms
[2022-04-03 12:03:07 main:574] : INFO : Epoch 1635 | loss: 0.0311293 | val_loss: 0.0311602 | Time: 5521.99 ms
[2022-04-03 12:03:13 main:574] : INFO : Epoch 1636 | loss: 0.0311326 | val_loss: 0.0311596 | Time: 5231.83 ms
[2022-04-03 12:03:18 main:574] : INFO : Epoch 1637 | loss: 0.0311319 | val_loss: 0.0311562 | Time: 5548.56 ms
[2022-04-03 12:03:24 main:574] : INFO : Epoch 1638 | loss: 0.031135 | val_loss: 0.0311522 | Time: 5599.49 ms
[2022-04-03 12:03:29 main:574] : INFO : Epoch 1639 | loss: 0.0311341 | val_loss: 0.0311505 | Time: 5347.43 ms
[2022-04-03 12:03:35 main:574] : INFO : Epoch 1640 | loss: 0.0311346 | val_loss: 0.0311573 | Time: 5488.53 ms
[2022-04-03 12:03:40 main:574] : INFO : Epoch 1641 | loss: 0.0311442 | val_loss: 0.0311748 | Time: 5344.47 ms
[2022-04-03 12:03:45 main:574] : INFO : Epoch 1642 | loss: 0.0311719 | val_loss: 0.031165 | Time: 5027.82 ms
[2022-04-03 12:03:50 main:574] : INFO : Epoch 1643 | loss: 0.0311642 | val_loss: 0.0311623 | Time: 5100.41 ms
[2022-04-03 12:03:56 main:574] : INFO : Epoch 1644 | loss: 0.0311617 | val_loss: 0.0311646 | Time: 5445.22 ms
[2022-04-03 12:04:01 main:574] : INFO : Epoch 1645 | loss: 0.0311615 | val_loss: 0.0311621 | Time: 5154.61 ms
[2022-04-03 12:04:06 main:574] : INFO : Epoch 1646 | loss: 0.0311563 | val_loss: 0.0311595 | Time: 5189.82 ms
[2022-04-03 12:04:11 main:574] : INFO : Epoch 1647 | loss: 0.0311555 | val_loss: 0.0311593 | Time: 4981.65 ms
[2022-04-03 12:04:16 main:574] : INFO : Epoch 1648 | loss: 0.0311554 | val_loss: 0.0311618 | Time: 4970.61 ms
[2022-04-03 12:04:21 main:574] : INFO : Epoch 1649 | loss: 0.0311549 | val_loss: 0.0311578 | Time: 5386.25 ms
[2022-04-03 12:04:27 main:574] : INFO : Epoch 1650 | loss: 0.0311558 | val_loss: 0.0311621 | Time: 5265.76 ms
[2022-04-03 12:04:32 main:574] : INFO : Epoch 1651 | loss: 0.0311573 | val_loss: 0.0311623 | Time: 5134.3 ms
[2022-04-03 12:04:37 main:574] : INFO : Epoch 1652 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 5015.65 ms
[2022-04-03 12:04:42 main:574] : INFO : Epoch 1653 | loss: 0.0311568 | val_loss: 0.0311596 | Time: 5040.26 ms
[2022-04-03 12:04:47 main:574] : INFO : Epoch 1654 | loss: 0.0311555 | val_loss: 0.0311593 | Time: 5096.92 ms
[2022-04-03 12:04:52 main:574] : INFO : Epoch 1655 | loss: 0.0311517 | val_loss: 0.0311577 | Time: 5156.38 ms
[2022-04-03 12:04:57 main:574] : INFO : Epoch 1656 | loss: 0.0311503 | val_loss: 0.0311583 | Time: 5135.92 ms
[2022-04-03 12:05:02 main:574] : INFO : Epoch 1657 | loss: 0.0311493 | val_loss: 0.031158 | Time: 4934.46 ms
[2022-04-03 12:05:07 main:574] : INFO : Epoch 1658 | loss: 0.0311485 | val_loss: 0.0311561 | Time: 5097.76 ms
[2022-04-03 12:05:12 main:574] : INFO : Epoch 1659 | loss: 0.0311473 | val_loss: 0.0311598 | Time: 4972.99 ms
[2022-04-03 12:05:18 main:574] : INFO : Epoch 1660 | loss: 0.0311498 | val_loss: 0.031166 | Time: 5366.02 ms
[2022-04-03 12:05:23 main:574] : INFO : Epoch 1661 | loss: 0.0311499 | val_loss: 0.0311581 | Time: 5323.87 ms
[2022-04-03 12:05:28 main:574] : INFO : Epoch 1662 | loss: 0.0311481 | val_loss: 0.0311597 | Time: 5255.34 ms
[2022-04-03 12:05:33 main:574] : INFO : Epoch 1663 | loss: 0.0311476 | val_loss: 0.0311584 | Time: 5327.34 ms
[2022-04-03 12:05:39 main:574] : INFO : Epoch 1664 | loss: 0.031149 | val_loss: 0.0311583 | Time: 5313.39 ms
[2022-04-03 12:05:44 main:574] : INFO : Epoch 1665 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 5449.95 ms
[2022-04-03 12:05:49 main:574] : INFO : Epoch 1666 | loss: 0.0311507 | val_loss: 0.0311589 | Time: 5255.8 ms
[2022-04-03 12:05:55 main:574] : INFO : Epoch 1667 | loss: 0.031151 | val_loss: 0.0311585 | Time: 5196.56 ms
[2022-04-03 12:06:00 main:574] : INFO : Epoch 1668 | loss: 0.03115 | val_loss: 0.0311572 | Time: 5145.05 ms
[2022-04-03 12:06:05 main:574] : INFO : Epoch 1669 | loss: 0.0311482 | val_loss: 0.0311627 | Time: 5166.35 ms
[2022-04-03 12:06:10 main:574] : INFO : Epoch 1670 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 5409.55 ms
[2022-04-03 12:06:16 main:574] : INFO : Epoch 1671 | loss: 0.0311488 | val_loss: 0.0311632 | Time: 5433.21 ms
[2022-04-03 12:06:21 main:574] : INFO : Epoch 1672 | loss: 0.0311474 | val_loss: 0.0311585 | Time: 5499.76 ms
[2022-04-03 12:06:27 main:574] : INFO : Epoch 1673 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 5491.82 ms
[2022-04-03 12:06:32 main:574] : INFO : Epoch 1674 | loss: 0.0311444 | val_loss: 0.0311587 | Time: 5523.36 ms
[2022-04-03 12:06:38 main:574] : INFO : Epoch 1675 | loss: 0.0311432 | val_loss: 0.0311583 | Time: 5379.24 ms
[2022-04-03 12:06:43 main:574] : INFO : Epoch 1676 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 5230.55 ms
[2022-04-03 12:06:48 main:574] : INFO : Epoch 1677 | loss: 0.0311445 | val_loss: 0.0311585 | Time: 5297.61 ms
[2022-04-03 12:06:54 main:574] : INFO : Epoch 1678 | loss: 0.0311426 | val_loss: 0.0311604 | Time: 5429.95 ms
[2022-04-03 12:06:59 main:574] : INFO : Epoch 1679 | loss: 0.031143 | val_loss: 0.0311589 | Time: 5483.33 ms
[2022-04-03 12:07:05 main:574] : INFO : Epoch 1680 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 5340.54 ms
[2022-04-03 12:07:10 main:574] : INFO : Epoch 1681 | loss: 0.0311414 | val_loss: 0.0311593 | Time: 5394.99 ms
[2022-04-03 12:07:15 main:574] : INFO : Epoch 1682 | loss: 0.0311422 | val_loss: 0.0311593 | Time: 5184.07 ms
[2022-04-03 12:07:20 main:574] : INFO : Epoch 1683 | loss: 0.0311429 | val_loss: 0.0311582 | Time: 5239.16 ms
[2022-04-03 12:07:26 main:574] : INFO : Epoch 1684 | loss: 0.0311405 | val_loss: 0.03116 | Time: 5177.24 ms
[2022-04-03 12:07:31 main:574] : INFO : Epoch 1685 | loss: 0.0311408 | val_loss: 0.0311581 | Time: 5177.71 ms
[2022-04-03 12:07:36 main:574] : INFO : Epoch 1686 | loss: 0.0311405 | val_loss: 0.0311576 | Time: 5303.56 ms
[2022-04-03 12:07:42 main:574] : INFO : Epoch 1687 | loss: 0.0311408 | val_loss: 0.0311582 | Time: 5354.68 ms
[2022-04-03 12:07:47 main:574] : INFO : Epoch 1688 | loss: 0.0311395 | val_loss: 0.0311582 | Time: 5373.69 ms
[2022-04-03 12:07:52 main:574] : INFO : Epoch 1689 | loss: 0.0311383 | val_loss: 0.031156 | Time: 5367 ms
[2022-04-03 12:07:58 main:574] : INFO : Epoch 1690 | loss: 0.0311385 | val_loss: 0.0311576 | Time: 5551.64 ms
[2022-04-03 12:08:03 main:574] : INFO : Epoch 1691 | loss: 0.0311395 | val_loss: 0.031161 | Time: 5461.74 ms
[2022-04-03 12:08:09 main:574] : INFO : Epoch 1692 | loss: 0.0311399 | val_loss: 0.031161 | Time: 5637.41 ms
[2022-04-03 12:08:14 main:574] : INFO : Epoch 1693 | loss: 0.0311389 | val_loss: 0.0311585 | Time: 5498.17 ms
[2022-04-03 12:08:20 main:574] : INFO : Epoch 1694 | loss: 0.0311402 | val_loss: 0.0311611 | Time: 5356.4 ms
[2022-04-03 12:08:25 main:574] : INFO : Epoch 1695 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 5215.61 ms
[2022-04-03 12:08:30 main:574] : INFO : Epoch 1696 | loss: 0.0311427 | val_loss: 0.0311601 | Time: 5002.93 ms
[2022-04-03 12:08:35 main:574] : INFO : Epoch 1697 | loss: 0.0311417 | val_loss: 0.0311602 | Time: 5158.33 ms
[2022-04-03 12:08:40 main:574] : INFO : Epoch 1698 | loss: 0.031142 | val_loss: 0.0311569 | Time: 4988.66 ms
[2022-04-03 12:08:45 main:574] : INFO : Epoch 1699 | loss: 0.0311401 | val_loss: 0.0311614 | Time: 5155.99 ms
[2022-04-03 12:08:51 main:574] : INFO : Epoch 1700 | loss: 0.0311407 | val_loss: 0.0311589 | Time: 5152.12 ms
[2022-04-03 12:08:56 main:574] : INFO : Epoch 1701 | loss: 0.0311404 | val_loss: 0.0311546 | Time: 5003.32 ms
[2022-04-03 12:09:00 main:574] : INFO : Epoch 1702 | loss: 0.0311412 | val_loss: 0.031158 | Time: 4899.59 ms
[2022-04-03 12:09:05 main:574] : INFO : Epoch 1703 | loss: 0.0311407 | val_loss: 0.0311596 | Time: 4895.73 ms
[2022-04-03 12:09:10 main:574] : INFO : Epoch 1704 | loss: 0.0311381 | val_loss: 0.0311577 | Time: 4883.28 ms
[2022-04-03 12:09:15 main:574] : INFO : Epoch 1705 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 4882.35 ms
[2022-04-03 12:09:20 main:574] : INFO : Epoch 1706 | loss: 0.0311393 | val_loss: 0.0311582 | Time: 4849.74 ms
[2022-04-03 12:09:25 main:574] : INFO : Epoch 1707 | loss: 0.0311377 | val_loss: 0.0311565 | Time: 4928.4 ms
[2022-04-03 12:09:30 main:574] : INFO : Epoch 1708 | loss: 0.0311375 | val_loss: 0.0311586 | Time: 4888.64 ms
[2022-04-03 12:09:35 main:574] : INFO : Epoch 1709 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 4871.7 ms
[2022-04-03 12:09:40 main:574] : INFO : Epoch 1710 | loss: 0.031139 | val_loss: 0.0311608 | Time: 5078.1 ms
[2022-04-03 12:09:45 main:574] : INFO : Epoch 1711 | loss: 0.031135 | val_loss: 0.0311592 | Time: 5141.89 ms
[2022-04-03 12:09:50 main:574] : INFO : Epoch 1712 | loss: 0.031135 | val_loss: 0.0311572 | Time: 4892.55 ms
[2022-04-03 12:09:55 main:574] : INFO : Epoch 1713 | loss: 0.0311346 | val_loss: 0.0311598 | Time: 4921.75 ms
[2022-04-03 12:10:00 main:574] : INFO : Epoch 1714 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 4871.48 ms
[2022-04-03 12:10:05 main:574] : INFO : Epoch 1715 | loss: 0.0311361 | val_loss: 0.031157 | Time: 4991.4 ms
[2022-04-03 12:10:10 main:574] : INFO : Epoch 1716 | loss: 0.0311347 | val_loss: 0.0311613 | Time: 5026.05 ms
[2022-04-03 12:10:14 main:574] : INFO : Epoch 1717 | loss: 0.0311384 | val_loss: 0.0311577 | Time: 4854.48 ms
[2022-04-03 12:10:19 main:574] : INFO : Epoch 1718 | loss: 0.0311361 | val_loss: 0.0311609 | Time: 4900.44 ms
[2022-04-03 12:10:24 main:574] : INFO : Epoch 1719 | loss: 0.031154 | val_loss: 0.0311695 | Time: 4906.61 ms
[2022-04-03 12:10:29 main:574] : INFO : Epoch 1720 | loss: 0.0311596 | val_loss: 0.0311637 | Time: 4873.3 ms
[2022-04-03 12:10:34 main:574] : INFO : Epoch 1721 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 4855.65 ms
[2022-04-03 12:10:39 main:574] : INFO : Epoch 1722 | loss: 0.0311496 | val_loss: 0.0311549 | Time: 4901.1 ms
[2022-04-03 12:10:44 main:574] : INFO : Epoch 1723 | loss: 0.031147 | val_loss: 0.0311596 | Time: 4882.8 ms
[2022-04-03 12:10:49 main:574] : INFO : Epoch 1724 | loss: 0.0311489 | val_loss: 0.0311628 | Time: 4973.08 ms
[2022-04-03 12:10:54 main:574] : INFO : Epoch 1725 | loss: 0.0311473 | val_loss: 0.0311571 | Time: 5028.38 ms
[2022-04-03 12:10:59 main:574] : INFO : Epoch 1726 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 5005.32 ms
[2022-04-03 12:11:04 main:574] : INFO : Epoch 1727 | loss: 0.0311445 | val_loss: 0.0311606 | Time: 5130.29 ms
[2022-04-03 12:11:09 main:574] : INFO : Epoch 1728 | loss: 0.0311668 | val_loss: 0.0312217 | Time: 5216.2 ms
[2022-04-03 12:11:14 main:574] : INFO : Epoch 1729 | loss: 0.031561 | val_loss: 0.0365081 | Time: 5032.88 ms
[2022-04-03 12:11:19 main:574] : INFO : Epoch 1730 | loss: 0.0334637 | val_loss: 0.0343701 | Time: 5106.16 ms
[2022-04-03 12:11:24 main:574] : INFO : Epoch 1731 | loss: 0.032669 | val_loss: 0.0318707 | Time: 5076.59 ms
[2022-04-03 12:11:30 main:574] : INFO : Epoch 1732 | loss: 0.031599 | val_loss: 0.0313919 | Time: 5126.06 ms
[2022-04-03 12:11:35 main:574] : INFO : Epoch 1733 | loss: 0.0312722 | val_loss: 0.0312111 | Time: 5153.27 ms
[2022-04-03 12:11:40 main:574] : INFO : Epoch 1734 | loss: 0.0311979 | val_loss: 0.0311793 | Time: 5235.77 ms
[2022-04-03 12:11:45 main:574] : INFO : Epoch 1735 | loss: 0.0311799 | val_loss: 0.0311685 | Time: 4910.21 ms
[2022-04-03 12:11:50 main:574] : INFO : Epoch 1736 | loss: 0.0311739 | val_loss: 0.0311658 | Time: 4954.8 ms
[2022-04-03 12:11:55 main:574] : INFO : Epoch 1737 | loss: 0.0311707 | val_loss: 0.031165 | Time: 4887.18 ms
[2022-04-03 12:11:59 main:574] : INFO : Epoch 1738 | loss: 0.0311685 | val_loss: 0.0311635 | Time: 4376.83 ms
[2022-04-03 12:12:04 main:574] : INFO : Epoch 1739 | loss: 0.0311666 | val_loss: 0.0311635 | Time: 5180.09 ms
[2022-04-03 12:12:10 main:574] : INFO : Epoch 1740 | loss: 0.031165 | val_loss: 0.0311616 | Time: 5169.21 ms
[2022-04-03 12:12:15 main:574] : INFO : Epoch 1741 | loss: 0.0311623 | val_loss: 0.0311597 | Time: 5021.9 ms
[2022-04-03 12:12:20 main:574] : INFO : Epoch 1742 | loss: 0.0311614 | val_loss: 0.0311612 | Time: 5052.17 ms
[2022-04-03 12:12:25 main:574] : INFO : Epoch 1743 | loss: 0.0311596 | val_loss: 0.0311572 | Time: 5300 ms
[2022-04-03 12:12:30 main:574] : INFO : Epoch 1744 | loss: 0.0311579 | val_loss: 0.0311574 | Time: 5160.81 ms
[2022-04-03 12:12:35 main:574] : INFO : Epoch 1745 | loss: 0.0311575 | val_loss: 0.0311588 | Time: 5384.76 ms
[2022-04-03 12:12:41 main:574] : INFO : Epoch 1746 | loss: 0.0311567 | val_loss: 0.0311563 | Time: 5054.43 ms
[2022-04-03 12:12:46 main:574] : INFO : Epoch 1747 | loss: 0.0311558 | val_loss: 0.0311583 | Time: 5010.47 ms
[2022-04-03 12:12:51 main:574] : INFO : Epoch 1748 | loss: 0.0311563 | val_loss: 0.0311553 | Time: 4966.6 ms
[2022-04-03 12:12:55 main:574] : INFO : Epoch 1749 | loss: 0.0311549 | val_loss: 0.031154 | Time: 4871.41 ms
[2022-04-03 12:13:00 main:574] : INFO : Epoch 1750 | loss: 0.031152 | val_loss: 0.0311542 | Time: 4824 ms
[2022-04-03 12:13:05 main:574] : INFO : Epoch 1751 | loss: 0.031151 | val_loss: 0.0311566 | Time: 4868.02 ms
[2022-04-03 12:13:10 main:574] : INFO : Epoch 1752 | loss: 0.0311512 | val_loss: 0.0311534 | Time: 4874.97 ms
[2022-04-03 12:13:15 main:574] : INFO : Epoch 1753 | loss: 0.0311502 | val_loss: 0.0311536 | Time: 4846.3 ms
[2022-04-03 12:13:20 main:574] : INFO : Epoch 1754 | loss: 0.0311511 | val_loss: 0.0311533 | Time: 4897.59 ms
[2022-04-03 12:13:25 main:574] : INFO : Epoch 1755 | loss: 0.0311496 | val_loss: 0.0311553 | Time: 4957.54 ms
[2022-04-03 12:13:30 main:574] : INFO : Epoch 1756 | loss: 0.0311499 | val_loss: 0.0311543 | Time: 4953.5 ms
[2022-04-03 12:13:35 main:574] : INFO : Epoch 1757 | loss: 0.031151 | val_loss: 0.0311544 | Time: 4866.18 ms
[2022-04-03 12:13:40 main:574] : INFO : Epoch 1758 | loss: 0.03115 | val_loss: 0.031155 | Time: 5104.08 ms
[2022-04-03 12:13:45 main:574] : INFO : Epoch 1759 | loss: 0.0311504 | val_loss: 0.0311549 | Time: 5167.08 ms
[2022-04-03 12:13:50 main:574] : INFO : Epoch 1760 | loss: 0.0311493 | val_loss: 0.0311547 | Time: 5233.69 ms
[2022-04-03 12:13:56 main:574] : INFO : Epoch 1761 | loss: 0.0311504 | val_loss: 0.0311526 | Time: 5441.78 ms
[2022-04-03 12:14:01 main:574] : INFO : Epoch 1762 | loss: 0.0311504 | val_loss: 0.0311549 | Time: 5530.54 ms
[2022-04-03 12:14:07 main:574] : INFO : Epoch 1763 | loss: 0.0311489 | val_loss: 0.0311552 | Time: 5516.42 ms
[2022-04-03 12:14:12 main:574] : INFO : Epoch 1764 | loss: 0.0311478 | val_loss: 0.0311539 | Time: 5289.37 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER)
[2022-04-04 14:51:16 main:435] : INFO : Set logging level to 1
[2022-04-04 14:51:16 main:441] : INFO : Running in BOINC Client mode
[2022-04-04 14:51:16 main:444] : INFO : Resolving all filenames
[2022-04-04 14:51:16 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-04 14:51:16 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-04 14:51:16 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-04 14:51:16 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-04 14:51:16 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-04 14:51:16 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-04 14:51:16 main:474] : INFO : Configuration:
[2022-04-04 14:51:16 main:475] : INFO : Model type: GRU
[2022-04-04 14:51:16 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-04 14:51:16 main:477] : INFO : Max Epochs: 2048
[2022-04-04 14:51:16 main:478] : INFO : Batch Size: 128
[2022-04-04 14:51:16 main:479] : INFO : Learning Rate: 0.01
[2022-04-04 14:51:16 main:480] : INFO : Patience: 10
[2022-04-04 14:51:16 main:481] : INFO : Hidden Width: 12
[2022-04-04 14:51:16 main:482] : INFO : # Recurrent Layers: 4
[2022-04-04 14:51:16 main:483] : INFO : # Backend Layers: 4
[2022-04-04 14:51:16 main:484] : INFO : # Threads: 1
[2022-04-04 14:51:16 main:486] : INFO : Preparing Dataset
[2022-04-04 14:51:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-04 14:51:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-04 14:51:19 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-04 14:51:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-04 14:51:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-04 14:51:19 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-04 14:51:19 main:494] : INFO : Creating Model
[2022-04-04 14:51:19 main:507] : INFO : Preparing config file
[2022-04-04 14:51:19 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-04 14:51:19 main:512] : INFO : Loading config
[2022-04-04 14:51:19 main:514] : INFO : Loading state
[2022-04-04 14:51:20 main:559] : INFO : Loading DataLoader into Memory
[2022-04-04 14:51:20 main:562] : INFO : Starting Training
[2022-04-04 14:51:26 main:574] : INFO : Epoch 1764 | loss: 0.0317394 | val_loss: 0.0313001 | Time: 5500.64 ms
[2022-04-04 14:51:31 main:574] : INFO : Epoch 1765 | loss: 0.0312272 | val_loss: 0.031184 | Time: 4896.24 ms
[2022-04-04 14:51:36 main:574] : INFO : Epoch 1766 | loss: 0.0311657 | val_loss: 0.0311573 | Time: 4875.71 ms
[2022-04-04 14:51:41 main:574] : INFO : Epoch 1767 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 4920.19 ms
[2022-04-04 14:51:46 main:574] : INFO : Epoch 1768 | loss: 0.03115 | val_loss: 0.0311578 | Time: 4895.43 ms
[2022-04-04 14:51:50 main:574] : INFO : Epoch 1769 | loss: 0.031148 | val_loss: 0.0311621 | Time: 4890.22 ms
[2022-04-04 14:51:55 main:574] : INFO : Epoch 1770 | loss: 0.03115 | val_loss: 0.0311593 | Time: 4991.93 ms
[2022-04-04 14:52:00 main:574] : INFO : Epoch 1771 | loss: 0.0311478 | val_loss: 0.031161 | Time: 4895.48 ms
[2022-04-04 14:52:05 main:574] : INFO : Epoch 1772 | loss: 0.0311472 | val_loss: 0.031158 | Time: 4903.93 ms
[2022-04-04 14:52:10 main:574] : INFO : Epoch 1773 | loss: 0.0311467 | val_loss: 0.0311603 | Time: 4919.81 ms
[2022-04-04 14:52:15 main:574] : INFO : Epoch 1774 | loss: 0.0311455 | val_loss: 0.0311592 | Time: 4936.6 ms
[2022-04-04 14:52:20 main:574] : INFO : Epoch 1775 | loss: 0.0311444 | val_loss: 0.0311576 | Time: 4898.41 ms
[2022-04-04 14:52:25 main:574] : INFO : Epoch 1776 | loss: 0.0311445 | val_loss: 0.0311587 | Time: 4888.07 ms
[2022-04-04 14:52:30 main:574] : INFO : Epoch 1777 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 4929.7 ms
[2022-04-04 14:52:35 main:574] : INFO : Epoch 1778 | loss: 0.031143 | val_loss: 0.0311595 | Time: 4900.62 ms
[2022-04-04 14:52:40 main:574] : INFO : Epoch 1779 | loss: 0.0311456 | val_loss: 0.0311596 | Time: 4931.61 ms
[2022-04-04 14:52:45 main:574] : INFO : Epoch 1780 | loss: 0.0311455 | val_loss: 0.0311544 | Time: 4840.2 ms
[2022-04-04 14:52:49 main:574] : INFO : Epoch 1781 | loss: 0.0311437 | val_loss: 0.0311576 | Time: 4890.51 ms
[2022-04-04 14:52:54 main:574] : INFO : Epoch 1782 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 4694.03 ms
[2022-04-04 14:52:59 main:574] : INFO : Epoch 1783 | loss: 0.031145 | val_loss: 0.0311583 | Time: 4940.31 ms
[2022-04-04 14:53:04 main:574] : INFO : Epoch 1784 | loss: 0.0311459 | val_loss: 0.0311584 | Time: 4861.27 ms
[2022-04-04 14:53:09 main:574] : INFO : Epoch 1785 | loss: 0.0311454 | val_loss: 0.031155 | Time: 4838.71 ms
[2022-04-04 14:53:14 main:574] : INFO : Epoch 1786 | loss: 0.0311431 | val_loss: 0.0311499 | Time: 4839.89 ms
[2022-04-04 14:53:18 main:574] : INFO : Epoch 1787 | loss: 0.03115 | val_loss: 0.0311539 | Time: 4846.09 ms
[2022-04-04 14:53:23 main:574] : INFO : Epoch 1788 | loss: 0.0311484 | val_loss: 0.0311499 | Time: 4820.45 ms
[2022-04-04 14:53:28 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311501 | Time: 4843.76 ms
[2022-04-04 14:53:33 main:574] : INFO : Epoch 1790 | loss: 0.0311437 | val_loss: 0.031152 | Time: 4877.83 ms
[2022-04-04 14:53:38 main:574] : INFO : Epoch 1791 | loss: 0.0311425 | val_loss: 0.0311493 | Time: 4889.21 ms
[2022-04-04 14:53:43 main:574] : INFO : Epoch 1792 | loss: 0.0311406 | val_loss: 0.0311494 | Time: 4884.37 ms
[2022-04-04 14:53:48 main:574] : INFO : Epoch 1793 | loss: 0.0311399 | val_loss: 0.0311534 | Time: 4944.15 ms
[2022-04-04 14:53:53 main:574] : INFO : Epoch 1794 | loss: 0.0311435 | val_loss: 0.0311496 | Time: 4907.17 ms
[2022-04-04 14:53:58 main:574] : INFO : Epoch 1795 | loss: 0.0311387 | val_loss: 0.031152 | Time: 4830.15 ms
[2022-04-04 14:54:02 main:574] : INFO : Epoch 1796 | loss: 0.0311373 | val_loss: 0.0311509 | Time: 4827.31 ms
[2022-04-04 14:54:07 main:574] : INFO : Epoch 1797 | loss: 0.0311368 | val_loss: 0.0311495 | Time: 4814.8 ms
[2022-04-04 14:54:12 main:574] : INFO : Epoch 1798 | loss: 0.0311374 | val_loss: 0.0311593 | Time: 4801.69 ms
[2022-04-04 14:54:17 main:574] : INFO : Epoch 1799 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 4811.98 ms
[2022-04-04 14:54:22 main:574] : INFO : Epoch 1800 | loss: 0.0311368 | val_loss: 0.0311499 | Time: 4883.48 ms
[2022-04-04 14:54:27 main:574] : INFO : Epoch 1801 | loss: 0.0311355 | val_loss: 0.0311514 | Time: 4833.5 ms
[2022-04-04 14:54:31 main:574] : INFO : Epoch 1802 | loss: 0.0311358 | val_loss: 0.0311499 | Time: 4873.51 ms
[2022-04-04 14:54:36 main:574] : INFO : Epoch 1803 | loss: 0.0311354 | val_loss: 0.0311514 | Time: 4832.59 ms
[2022-04-04 14:54:41 main:574] : INFO : Epoch 1804 | loss: 0.0311366 | val_loss: 0.0311519 | Time: 4858.71 ms
[2022-04-04 14:54:46 main:574] : INFO : Epoch 1805 | loss: 0.0311374 | val_loss: 0.0311549 | Time: 4894.09 ms
[2022-04-04 14:54:51 main:574] : INFO : Epoch 1806 | loss: 0.0311416 | val_loss: 0.0311553 | Time: 4799.08 ms
[2022-04-04 14:54:56 main:574] : INFO : Epoch 1807 | loss: 0.0311414 | val_loss: 0.0311524 | Time: 4784.39 ms
[2022-04-04 14:55:01 main:574] : INFO : Epoch 1808 | loss: 0.0311391 | val_loss: 0.0311539 | Time: 4883.23 ms
[2022-04-04 14:55:05 main:574] : INFO : Epoch 1809 | loss: 0.0311354 | val_loss: 0.0311513 | Time: 4876.58 ms
[2022-04-04 14:55:10 main:574] : INFO : Epoch 1810 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 4856.81 ms
[2022-04-04 14:55:15 main:574] : INFO : Epoch 1811 | loss: 0.0311365 | val_loss: 0.0311537 | Time: 4806.06 ms
[2022-04-04 14:55:20 main:574] : INFO : Epoch 1812 | loss: 0.0311376 | val_loss: 0.031158 | Time: 4858.23 ms
[2022-04-04 14:55:25 main:574] : INFO : Epoch 1813 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 4828.53 ms
[2022-04-04 14:55:30 main:574] : INFO : Epoch 1814 | loss: 0.0311381 | val_loss: 0.0311553 | Time: 4835.54 ms
[2022-04-04 14:55:34 main:574] : INFO : Epoch 1815 | loss: 0.0311338 | val_loss: 0.0311549 | Time: 4862.45 ms
[2022-04-04 14:55:39 main:574] : INFO : Epoch 1816 | loss: 0.031133 | val_loss: 0.0311563 | Time: 4839.85 ms
[2022-04-04 14:55:44 main:574] : INFO : Epoch 1817 | loss: 0.0311351 | val_loss: 0.0311579 | Time: 4790.91 ms
[2022-04-04 14:55:49 main:574] : INFO : Epoch 1818 | loss: 0.0311336 | val_loss: 0.0311545 | Time: 4797.8 ms
[2022-04-04 14:55:54 main:574] : INFO : Epoch 1819 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 4847.29 ms
[2022-04-04 14:55:59 main:574] : INFO : Epoch 1820 | loss: 0.0311325 | val_loss: 0.0311526 | Time: 4813.3 ms
[2022-04-04 14:56:04 main:574] : INFO : Epoch 1821 | loss: 0.031133 | val_loss: 0.0311538 | Time: 4939.35 ms
[2022-04-04 14:56:08 main:574] : INFO : Epoch 1822 | loss: 0.0311304 | val_loss: 0.0311577 | Time: 4844.6 ms
[2022-04-04 14:56:13 main:574] : INFO : Epoch 1823 | loss: 0.0311304 | val_loss: 0.0311561 | Time: 4846.78 ms
[2022-04-04 14:56:18 main:574] : INFO : Epoch 1824 | loss: 0.0311317 | val_loss: 0.0311553 | Time: 4805.86 ms
[2022-04-04 14:56:23 main:574] : INFO : Epoch 1825 | loss: 0.0311313 | val_loss: 0.031161 | Time: 4840.23 ms
[2022-04-04 14:56:28 main:574] : INFO : Epoch 1826 | loss: 0.031135 | val_loss: 0.0311608 | Time: 4813.55 ms
[2022-04-04 14:56:33 main:574] : INFO : Epoch 1827 | loss: 0.0311336 | val_loss: 0.0311584 | Time: 4854.97 ms
[2022-04-04 14:56:37 main:574] : INFO : Epoch 1828 | loss: 0.0311311 | val_loss: 0.0311591 | Time: 4840.48 ms
[2022-04-04 14:56:42 main:574] : INFO : Epoch 1829 | loss: 0.031132 | val_loss: 0.0311607 | Time: 4823.1 ms
[2022-04-04 14:56:47 main:574] : INFO : Epoch 1830 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 4810.52 ms
[2022-04-04 14:56:52 main:574] : INFO : Epoch 1831 | loss: 0.0311354 | val_loss: 0.0311558 | Time: 4828.52 ms
[2022-04-04 14:56:57 main:574] : INFO : Epoch 1832 | loss: 0.0311373 | val_loss: 0.0311532 | Time: 4768.35 ms
[2022-04-04 14:57:01 main:574] : INFO : Epoch 1833 | loss: 0.0311372 | val_loss: 0.0311592 | Time: 4778.5 ms
[2022-04-04 14:57:06 main:574] : INFO : Epoch 1834 | loss: 0.0311336 | val_loss: 0.0311542 | Time: 4830.88 ms
[2022-04-04 14:57:11 main:574] : INFO : Epoch 1835 | loss: 0.0311319 | val_loss: 0.0311544 | Time: 4819.86 ms
[2022-04-04 14:57:16 main:574] : INFO : Epoch 1836 | loss: 0.0311327 | val_loss: 0.0311563 | Time: 4822.46 ms
[2022-04-04 14:57:21 main:574] : INFO : Epoch 1837 | loss: 0.031132 | val_loss: 0.031155 | Time: 4761.75 ms
[2022-04-04 14:57:26 main:574] : INFO : Epoch 1838 | loss: 0.0311367 | val_loss: 0.0311605 | Time: 4855.79 ms
[2022-04-04 14:57:30 main:574] : INFO : Epoch 1839 | loss: 0.0311438 | val_loss: 0.0311546 | Time: 4838.15 ms
[2022-04-04 14:57:35 main:574] : INFO : Epoch 1840 | loss: 0.03114 | val_loss: 0.0311558 | Time: 4840.68 ms
[2022-04-04 14:57:40 main:574] : INFO : Epoch 1841 | loss: 0.0311367 | val_loss: 0.0311556 | Time: 4861.34 ms
[2022-04-04 14:57:45 main:574] : INFO : Epoch 1842 | loss: 0.0311353 | val_loss: 0.0311556 | Time: 4869.37 ms
[2022-04-04 14:57:50 main:574] : INFO : Epoch 1843 | loss: 0.0311384 | val_loss: 0.031154 | Time: 4829.49 ms
[2022-04-04 14:57:55 main:574] : INFO : Epoch 1844 | loss: 0.0311382 | val_loss: 0.0311552 | Time: 4875.14 ms
[2022-04-04 14:58:00 main:574] : INFO : Epoch 1845 | loss: 0.0311375 | val_loss: 0.031159 | Time: 4861.25 ms
[2022-04-04 14:58:04 main:574] : INFO : Epoch 1846 | loss: 0.031135 | val_loss: 0.0311544 | Time: 4839.97 ms
[2022-04-04 14:58:09 main:574] : INFO : Epoch 1847 | loss: 0.0311383 | val_loss: 0.0311607 | Time: 4819.37 ms
[2022-04-04 14:58:14 main:574] : INFO : Epoch 1848 | loss: 0.0311403 | val_loss: 0.0311578 | Time: 4822.84 ms
[2022-04-04 14:58:19 main:574] : INFO : Epoch 1849 | loss: 0.0311384 | val_loss: 0.0311574 | Time: 4796.49 ms
[2022-04-04 14:58:24 main:574] : INFO : Epoch 1850 | loss: 0.0311343 | val_loss: 0.0311593 | Time: 4865.37 ms
[2022-04-04 14:58:29 main:574] : INFO : Epoch 1851 | loss: 0.0311349 | val_loss: 0.0311563 | Time: 4850.83 ms
[2022-04-04 14:58:33 main:574] : INFO : Epoch 1852 | loss: 0.0311319 | val_loss: 0.0311578 | Time: 4791.03 ms
[2022-04-04 14:58:38 main:574] : INFO : Epoch 1853 | loss: 0.0311298 | val_loss: 0.0311588 | Time: 4852.88 ms
[2022-04-04 14:58:43 main:574] : INFO : Epoch 1854 | loss: 0.0311291 | val_loss: 0.0311599 | Time: 4830.48 ms
[2022-04-04 14:58:48 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311577 | Time: 4874.67 ms
[2022-04-04 14:58:53 main:574] : INFO : Epoch 1856 | loss: 0.0311314 | val_loss: 0.031161 | Time: 4856.3 ms
[2022-04-04 14:58:58 main:574] : INFO : Epoch 1857 | loss: 0.0311338 | val_loss: 0.0311571 | Time: 4859.46 ms
[2022-04-04 14:59:03 main:574] : INFO : Epoch 1858 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 4855.8 ms
[2022-04-04 14:59:07 main:574] : INFO : Epoch 1859 | loss: 0.0311317 | val_loss: 0.0311571 | Time: 4845.84 ms
[2022-04-04 14:59:12 main:574] : INFO : Epoch 1860 | loss: 0.0311334 | val_loss: 0.0311629 | Time: 4874.3 ms
[2022-04-04 14:59:17 main:574] : INFO : Epoch 1861 | loss: 0.0311318 | val_loss: 0.0311598 | Time: 4852.63 ms
[2022-04-04 14:59:22 main:574] : INFO : Epoch 1862 | loss: 0.0311312 | val_loss: 0.0311605 | Time: 4865.94 ms
[2022-04-04 14:59:27 main:574] : INFO : Epoch 1863 | loss: 0.0311301 | val_loss: 0.0311571 | Time: 4889.85 ms
[2022-04-04 14:59:32 main:574] : INFO : Epoch 1864 | loss: 0.0311286 | val_loss: 0.0311585 | Time: 4812.24 ms
[2022-04-04 14:59:37 main:574] : INFO : Epoch 1865 | loss: 0.0311275 | val_loss: 0.031157 | Time: 4778.97 ms
[2022-04-04 14:59:41 main:574] : INFO : Epoch 1866 | loss: 0.0311296 | val_loss: 0.0311566 | Time: 4774.1 ms
[2022-04-04 14:59:46 main:574] : INFO : Epoch 1867 | loss: 0.0311286 | val_loss: 0.0311581 | Time: 4836.25 ms
[2022-04-04 14:59:51 main:574] : INFO : Epoch 1868 | loss: 0.0311296 | val_loss: 0.0311622 | Time: 4838.79 ms
[2022-04-04 14:59:56 main:574] : INFO : Epoch 1869 | loss: 0.0311296 | val_loss: 0.0311593 | Time: 4905.21 ms
[2022-04-04 15:00:01 main:574] : INFO : Epoch 1870 | loss: 0.0311312 | val_loss: 0.0311566 | Time: 4861.55 ms
[2022-04-04 15:00:06 main:574] : INFO : Epoch 1871 | loss: 0.0311308 | val_loss: 0.0311594 | Time: 4920.28 ms
[2022-04-04 15:00:11 main:574] : INFO : Epoch 1872 | loss: 0.0311317 | val_loss: 0.0311578 | Time: 4847.73 ms
[2022-04-04 15:00:15 main:574] : INFO : Epoch 1873 | loss: 0.0311316 | val_loss: 0.0311569 | Time: 4778.71 ms
[2022-04-04 15:00:20 main:574] : INFO : Epoch 1874 | loss: 0.0311349 | val_loss: 0.0311547 | Time: 4861.71 ms
[2022-04-04 15:00:25 main:574] : INFO : Epoch 1875 | loss: 0.0311336 | val_loss: 0.0311562 | Time: 4828.11 ms
[2022-04-04 15:00:30 main:574] : INFO : Epoch 1876 | loss: 0.0311379 | val_loss: 0.0311558 | Time: 4732.25 ms
[2022-04-04 15:00:35 main:574] : INFO : Epoch 1877 | loss: 0.0311379 | val_loss: 0.0311541 | Time: 4844.31 ms
[2022-04-04 15:00:40 main:574] : INFO : Epoch 1878 | loss: 0.0311369 | val_loss: 0.0311602 | Time: 4828.56 ms
[2022-04-04 15:00:44 main:574] : INFO : Epoch 1879 | loss: 0.0311333 | val_loss: 0.0311564 | Time: 4817.18 ms
[2022-04-04 15:00:49 main:574] : INFO : Epoch 1880 | loss: 0.0311337 | val_loss: 0.031156 | Time: 4803.81 ms
[2022-04-04 15:00:54 main:574] : INFO : Epoch 1881 | loss: 0.0311322 | val_loss: 0.0311582 | Time: 4825.59 ms
[2022-04-04 15:00:59 main:574] : INFO : Epoch 1882 | loss: 0.0311315 | val_loss: 0.031157 | Time: 4778.55 ms
[2022-04-04 15:01:04 main:574] : INFO : Epoch 1883 | loss: 0.0311381 | val_loss: 0.0311611 | Time: 4750.48 ms
[2022-04-04 15:01:08 main:574] : INFO : Epoch 1884 | loss: 0.0311393 | val_loss: 0.0311562 | Time: 4549.39 ms
[2022-04-04 15:01:13 main:574] : INFO : Epoch 1885 | loss: 0.0311373 | val_loss: 0.0311618 | Time: 4868.8 ms
[2022-04-04 15:01:18 main:574] : INFO : Epoch 1886 | loss: 0.0311361 | val_loss: 0.0311538 | Time: 4862.29 ms
[2022-04-04 15:01:23 main:574] : INFO : Epoch 1887 | loss: 0.0311341 | val_loss: 0.0311529 | Time: 4908.72 ms
[2022-04-04 15:01:28 main:574] : INFO : Epoch 1888 | loss: 0.0311376 | val_loss: 0.0311513 | Time: 4830.67 ms
[2022-04-04 15:01:32 main:574] : INFO : Epoch 1889 | loss: 0.0311339 | val_loss: 0.0311501 | Time: 4857.84 ms
[2022-04-04 15:01:37 main:574] : INFO : Epoch 1890 | loss: 0.031132 | val_loss: 0.0311484 | Time: 4957.61 ms
[2022-04-04 15:01:42 main:574] : INFO : Epoch 1891 | loss: 0.0311303 | val_loss: 0.0311503 | Time: 4922.94 ms
[2022-04-04 15:01:47 main:574] : INFO : Epoch 1892 | loss: 0.0311303 | val_loss: 0.0311525 | Time: 4854.18 ms
[2022-04-04 15:01:52 main:574] : INFO : Epoch 1893 | loss: 0.0311276 | val_loss: 0.0311542 | Time: 4832.94 ms
[2022-04-04 15:01:57 main:574] : INFO : Epoch 1894 | loss: 0.0311268 | val_loss: 0.0311562 | Time: 4786.47 ms
[2022-04-04 15:02:02 main:574] : INFO : Epoch 1895 | loss: 0.0311282 | val_loss: 0.031154 | Time: 4812.51 ms
[2022-04-04 15:02:07 main:574] : INFO : Epoch 1896 | loss: 0.0311311 | val_loss: 0.0311507 | Time: 4880.82 ms
[2022-04-04 15:02:11 main:574] : INFO : Epoch 1897 | loss: 0.0311276 | val_loss: 0.0311504 | Time: 4858.65 ms
[2022-04-04 15:02:16 main:574] : INFO : Epoch 1898 | loss: 0.0311262 | val_loss: 0.031152 | Time: 4811.57 ms
[2022-04-04 15:02:21 main:574] : INFO : Epoch 1899 | loss: 0.0311265 | val_loss: 0.0311562 | Time: 4886.78 ms
[2022-04-04 15:02:26 main:574] : INFO : Epoch 1900 | loss: 0.0311285 | val_loss: 0.0311556 | Time: 4863.97 ms
[2022-04-04 15:02:31 main:574] : INFO : Epoch 1901 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 4827.05 ms
[2022-04-04 15:02:36 main:574] : INFO : Epoch 1902 | loss: 0.0311467 | val_loss: 0.0311616 | Time: 4899.79 ms
[2022-04-04 15:02:41 main:574] : INFO : Epoch 1903 | loss: 0.0311446 | val_loss: 0.0311569 | Time: 4874.64 ms
[2022-04-04 15:02:45 main:574] : INFO : Epoch 1904 | loss: 0.0311417 | val_loss: 0.0311542 | Time: 4825.08 ms
[2022-04-04 15:02:50 main:574] : INFO : Epoch 1905 | loss: 0.0311427 | val_loss: 0.0311539 | Time: 4906.21 ms
[2022-04-04 15:02:55 main:574] : INFO : Epoch 1906 | loss: 0.0311433 | val_loss: 0.0311622 | Time: 4847.17 ms
[2022-04-04 15:03:00 main:574] : INFO : Epoch 1907 | loss: 0.0311401 | val_loss: 0.0311552 | Time: 4800.83 ms
[2022-04-04 15:03:05 main:574] : INFO : Epoch 1908 | loss: 0.0311414 | val_loss: 0.031156 | Time: 4790.79 ms
[2022-04-04 15:03:10 main:574] : INFO : Epoch 1909 | loss: 0.0311384 | val_loss: 0.0311547 | Time: 4830.48 ms
[2022-04-04 15:03:14 main:574] : INFO : Epoch 1910 | loss: 0.0311366 | val_loss: 0.0311521 | Time: 4839.05 ms
[2022-04-04 15:03:19 main:574] : INFO : Epoch 1911 | loss: 0.0311355 | val_loss: 0.0311515 | Time: 4821.47 ms
[2022-04-04 15:03:24 main:574] : INFO : Epoch 1912 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 4803.88 ms
[2022-04-04 15:03:29 main:574] : INFO : Epoch 1913 | loss: 0.0311337 | val_loss: 0.0311566 | Time: 4916.31 ms
[2022-04-04 15:03:34 main:574] : INFO : Epoch 1914 | loss: 0.031135 | val_loss: 0.0311508 | Time: 4832.41 ms
[2022-04-04 15:03:39 main:574] : INFO : Epoch 1915 | loss: 0.0311333 | val_loss: 0.031149 | Time: 4835.37 ms
[2022-04-04 15:03:44 main:574] : INFO : Epoch 1916 | loss: 0.0311315 | val_loss: 0.0311533 | Time: 4837.77 ms
[2022-04-04 15:03:48 main:574] : INFO : Epoch 1917 | loss: 0.0311308 | val_loss: 0.0311533 | Time: 4832.19 ms
[2022-04-04 15:03:53 main:574] : INFO : Epoch 1918 | loss: 0.0311305 | val_loss: 0.0311511 | Time: 4831.17 ms
[2022-04-04 15:03:58 main:574] : INFO : Epoch 1919 | loss: 0.0311288 | val_loss: 0.0311526 | Time: 4846.89 ms
[2022-04-04 15:04:03 main:574] : INFO : Epoch 1920 | loss: 0.0311295 | val_loss: 0.0311493 | Time: 4831.94 ms
[2022-04-04 15:04:08 main:574] : INFO : Epoch 1921 | loss: 0.0311294 | val_loss: 0.0311514 | Time: 4878.66 ms
[2022-04-04 15:04:13 main:574] : INFO : Epoch 1922 | loss: 0.0311303 | val_loss: 0.0311502 | Time: 4840.12 ms
[2022-04-04 15:04:18 main:574] : INFO : Epoch 1923 | loss: 0.0311334 | val_loss: 0.0311533 | Time: 4909.47 ms
[2022-04-04 15:04:22 main:574] : INFO : Epoch 1924 | loss: 0.0311282 | val_loss: 0.0311521 | Time: 4879.61 ms
[2022-04-04 15:04:27 main:574] : INFO : Epoch 1925 | loss: 0.0311275 | val_loss: 0.0311518 | Time: 4812.68 ms
[2022-04-04 15:04:32 main:574] : INFO : Epoch 1926 | loss: 0.0311275 | val_loss: 0.0311564 | Time: 4754.3 ms
[2022-04-04 15:04:37 main:574] : INFO : Epoch 1927 | loss: 0.0311275 | val_loss: 0.0311579 | Time: 4842.45 ms
[2022-04-04 15:04:42 main:574] : INFO : Epoch 1928 | loss: 0.0311293 | val_loss: 0.0311519 | Time: 4786.93 ms
[2022-04-04 15:04:47 main:574] : INFO : Epoch 1929 | loss: 0.0311279 | val_loss: 0.0311553 | Time: 4850.05 ms
[2022-04-04 15:04:51 main:574] : INFO : Epoch 1930 | loss: 0.0311296 | val_loss: 0.0311569 | Time: 4813.26 ms
[2022-04-04 15:04:56 main:574] : INFO : Epoch 1931 | loss: 0.0311297 | val_loss: 0.0311518 | Time: 4835.37 ms
[2022-04-04 15:05:01 main:574] : INFO : Epoch 1932 | loss: 0.0311281 | val_loss: 0.0311509 | Time: 4840.95 ms
[2022-04-04 15:05:06 main:574] : INFO : Epoch 1933 | loss: 0.0311254 | val_loss: 0.0311513 | Time: 4876.12 ms
[2022-04-04 15:05:11 main:574] : INFO : Epoch 1934 | loss: 0.0311254 | val_loss: 0.0311537 | Time: 4850.01 ms
[2022-04-04 15:05:16 main:574] : INFO : Epoch 1935 | loss: 0.0311257 | val_loss: 0.0311529 | Time: 4893.27 ms
[2022-04-04 15:05:21 main:574] : INFO : Epoch 1936 | loss: 0.0311248 | val_loss: 0.0311517 | Time: 4903.33 ms
[2022-04-04 15:05:25 main:574] : INFO : Epoch 1937 | loss: 0.0311273 | val_loss: 0.0311569 | Time: 4830.5 ms
[2022-04-04 15:05:30 main:574] : INFO : Epoch 1938 | loss: 0.0311289 | val_loss: 0.0311528 | Time: 4907.51 ms
[2022-04-04 15:05:35 main:574] : INFO : Epoch 1939 | loss: 0.03113 | val_loss: 0.0311514 | Time: 4918.02 ms
[2022-04-04 15:05:40 main:574] : INFO : Epoch 1940 | loss: 0.0311282 | val_loss: 0.0311507 | Time: 4878.57 ms
[2022-04-04 15:05:45 main:574] : INFO : Epoch 1941 | loss: 0.0311256 | val_loss: 0.0311506 | Time: 4870.93 ms
[2022-04-04 15:05:50 main:574] : INFO : Epoch 1942 | loss: 0.0311254 | val_loss: 0.0311512 | Time: 4880.62 ms
[2022-04-04 15:05:55 main:574] : INFO : Epoch 1943 | loss: 0.0311254 | val_loss: 0.0311543 | Time: 4897.39 ms
[2022-04-04 15:06:00 main:574] : INFO : Epoch 1944 | loss: 0.031126 | val_loss: 0.0311517 | Time: 4882.98 ms
[2022-04-04 15:06:05 main:574] : INFO : Epoch 1945 | loss: 0.0311244 | val_loss: 0.03115 | Time: 4817.55 ms
[2022-04-04 15:06:09 main:574] : INFO : Epoch 1946 | loss: 0.0311238 | val_loss: 0.0311505 | Time: 4817.21 ms
[2022-04-04 15:06:14 main:574] : INFO : Epoch 1947 | loss: 0.0311227 | val_loss: 0.031151 | Time: 4814.9 ms
[2022-04-04 15:06:19 main:574] : INFO : Epoch 1948 | loss: 0.0311235 | val_loss: 0.0311554 | Time: 4911.21 ms
[2022-04-04 15:06:24 main:574] : INFO : Epoch 1949 | loss: 0.0311274 | val_loss: 0.0311515 | Time: 4798.27 ms
[2022-04-04 15:06:29 main:574] : INFO : Epoch 1950 | loss: 0.0311304 | val_loss: 0.0311558 | Time: 4826.84 ms
[2022-04-04 15:06:34 main:574] : INFO : Epoch 1951 | loss: 0.0311281 | val_loss: 0.0311579 | Time: 4856.84 ms
[2022-04-04 15:06:39 main:574] : INFO : Epoch 1952 | loss: 0.0311255 | val_loss: 0.0311559 | Time: 4869.56 ms
[2022-04-04 15:06:43 main:574] : INFO : Epoch 1953 | loss: 0.0311295 | val_loss: 0.0311589 | Time: 4857.91 ms
[2022-04-04 15:06:48 main:574] : INFO : Epoch 1954 | loss: 0.0311326 | val_loss: 0.0311526 | Time: 4865.67 ms
[2022-04-04 15:06:53 main:574] : INFO : Epoch 1955 | loss: 0.0311289 | val_loss: 0.0311523 | Time: 4862.68 ms
[2022-04-04 15:06:58 main:574] : INFO : Epoch 1956 | loss: 0.031128 | val_loss: 0.0311562 | Time: 4880.02 ms
[2022-04-04 15:07:03 main:574] : INFO : Epoch 1957 | loss: 0.0311251 | val_loss: 0.031156 | Time: 4861.22 ms
[2022-04-04 15:07:08 main:574] : INFO : Epoch 1958 | loss: 0.031128 | val_loss: 0.0311549 | Time: 4977.11 ms
[2022-04-04 15:07:13 main:574] : INFO : Epoch 1959 | loss: 0.0311264 | val_loss: 0.0311569 | Time: 5061.64 ms
[2022-04-04 15:07:18 main:574] : INFO : Epoch 1960 | loss: 0.0311261 | val_loss: 0.0311575 | Time: 4879.44 ms
[2022-04-04 15:07:23 main:574] : INFO : Epoch 1961 | loss: 0.0311233 | val_loss: 0.0311562 | Time: 4856.66 ms
[2022-04-04 15:07:28 main:574] : INFO : Epoch 1962 | loss: 0.0311225 | val_loss: 0.031158 | Time: 4896.27 ms
[2022-04-04 15:07:32 main:574] : INFO : Epoch 1963 | loss: 0.0311236 | val_loss: 0.0311559 | Time: 4809.05 ms
[2022-04-04 15:07:37 main:574] : INFO : Epoch 1964 | loss: 0.0311251 | val_loss: 0.0311549 | Time: 4905.23 ms
[2022-04-04 15:07:42 main:574] : INFO : Epoch 1965 | loss: 0.0311249 | val_loss: 0.031154 | Time: 4900.52 ms
[2022-04-04 15:07:47 main:574] : INFO : Epoch 1966 | loss: 0.0311249 | val_loss: 0.0311602 | Time: 4859.47 ms
[2022-04-04 15:07:52 main:574] : INFO : Epoch 1967 | loss: 0.0311281 | val_loss: 0.0311587 | Time: 4885.68 ms
[2022-04-04 15:07:57 main:574] : INFO : Epoch 1968 | loss: 0.031135 | val_loss: 0.0311612 | Time: 4911.39 ms
[2022-04-04 15:08:02 main:574] : INFO : Epoch 1969 | loss: 0.0311321 | val_loss: 0.0311531 | Time: 4909.19 ms
[2022-04-04 15:08:07 main:574] : INFO : Epoch 1970 | loss: 0.0311287 | val_loss: 0.0311501 | Time: 4826.88 ms
[2022-04-04 15:08:12 main:574] : INFO : Epoch 1971 | loss: 0.0311285 | val_loss: 0.0311524 | Time: 4908.79 ms
[2022-04-04 15:08:16 main:574] : INFO : Epoch 1972 | loss: 0.0311281 | val_loss: 0.0311525 | Time: 4848.53 ms
[2022-04-04 15:08:21 main:574] : INFO : Epoch 1973 | loss: 0.0311306 | val_loss: 0.0311522 | Time: 4880.2 ms
[2022-04-04 15:08:26 main:574] : INFO : Epoch 1974 | loss: 0.0311264 | val_loss: 0.0311537 | Time: 4922.08 ms
[2022-04-04 15:08:31 main:574] : INFO : Epoch 1975 | loss: 0.031126 | val_loss: 0.0311507 | Time: 4847.54 ms
[2022-04-04 15:08:36 main:574] : INFO : Epoch 1976 | loss: 0.0311255 | val_loss: 0.0311516 | Time: 4865.6 ms
[2022-04-04 15:08:41 main:574] : INFO : Epoch 1977 | loss: 0.0311281 | val_loss: 0.0311589 | Time: 4836.15 ms
[2022-04-04 15:08:46 main:574] : INFO : Epoch 1978 | loss: 0.03113 | val_loss: 0.0311599 | Time: 4843.09 ms
[2022-04-04 15:08:50 main:574] : INFO : Epoch 1979 | loss: 0.0311282 | val_loss: 0.0311609 | Time: 4841.86 ms
[2022-04-04 15:08:55 main:574] : INFO : Epoch 1980 | loss: 0.0311273 | val_loss: 0.0311486 | Time: 4832 ms
[2022-04-04 15:09:00 main:574] : INFO : Epoch 1981 | loss: 0.0311404 | val_loss: 0.0311616 | Time: 4934.96 ms
[2022-04-04 15:09:05 main:574] : INFO : Epoch 1982 | loss: 0.0311503 | val_loss: 0.0311597 | Time: 4890.28 ms
[2022-04-04 15:09:10 main:574] : INFO : Epoch 1983 | loss: 0.031146 | val_loss: 0.0311561 | Time: 4860.23 ms
[2022-04-04 15:09:15 main:574] : INFO : Epoch 1984 | loss: 0.0311437 | val_loss: 0.031155 | Time: 4870.55 ms
[2022-04-04 15:09:20 main:574] : INFO : Epoch 1985 | loss: 0.0311432 | val_loss: 0.0311559 | Time: 4679.83 ms
[2022-04-04 15:09:24 main:574] : INFO : Epoch 1986 | loss: 0.0311404 | val_loss: 0.0311543 | Time: 4850.16 ms
[2022-04-04 15:09:29 main:574] : INFO : Epoch 1987 | loss: 0.0311382 | val_loss: 0.0311552 | Time: 4883.33 ms
[2022-04-04 15:09:34 main:574] : INFO : Epoch 1988 | loss: 0.0311371 | val_loss: 0.0311571 | Time: 4831.3 ms
[2022-04-04 15:09:39 main:574] : INFO : Epoch 1989 | loss: 0.0311383 | val_loss: 0.0311593 | Time: 4849.27 ms
[2022-04-04 15:09:44 main:574] : INFO : Epoch 1990 | loss: 0.031135 | val_loss: 0.0311563 | Time: 4789.5 ms
[2022-04-04 15:09:49 main:574] : INFO : Epoch 1991 | loss: 0.0311345 | val_loss: 0.0311611 | Time: 4860.53 ms
[2022-04-04 15:09:54 main:574] : INFO : Epoch 1992 | loss: 0.0311334 | val_loss: 0.0311522 | Time: 4817.48 ms
[2022-04-04 15:09:58 main:574] : INFO : Epoch 1993 | loss: 0.0311333 | val_loss: 0.0311536 | Time: 4843.93 ms
[2022-04-04 15:10:03 main:574] : INFO : Epoch 1994 | loss: 0.0311342 | val_loss: 0.0311593 | Time: 4810.79 ms
[2022-04-04 15:10:08 main:574] : INFO : Epoch 1995 | loss: 0.0311358 | val_loss: 0.0311638 | Time: 4834.12 ms
[2022-04-04 15:10:13 main:574] : INFO : Epoch 1996 | loss: 0.0311353 | val_loss: 0.0311605 | Time: 4876.09 ms
[2022-04-04 15:10:18 main:574] : INFO : Epoch 1997 | loss: 0.0311356 | val_loss: 0.0311595 | Time: 4831.36 ms
[2022-04-04 15:10:23 main:574] : INFO : Epoch 1998 | loss: 0.0311363 | val_loss: 0.0311606 | Time: 4863.48 ms
[2022-04-04 15:10:27 main:574] : INFO : Epoch 1999 | loss: 0.0311362 | val_loss: 0.0311583 | Time: 4847.57 ms
[2022-04-04 15:10:32 main:574] : INFO : Epoch 2000 | loss: 0.0311347 | val_loss: 0.0311586 | Time: 4852.35 ms
[2022-04-04 15:10:37 main:574] : INFO : Epoch 2001 | loss: 0.0311331 | val_loss: 0.0311574 | Time: 4821.57 ms
[2022-04-04 15:10:42 main:574] : INFO : Epoch 2002 | loss: 0.0311334 | val_loss: 0.0311548 | Time: 4832.74 ms
[2022-04-04 15:10:47 main:574] : INFO : Epoch 2003 | loss: 0.0311357 | val_loss: 0.0311583 | Time: 4791.91 ms
[2022-04-04 15:10:52 main:574] : INFO : Epoch 2004 | loss: 0.031139 | val_loss: 0.0311553 | Time: 4795.77 ms
[2022-04-04 15:10:56 main:574] : INFO : Epoch 2005 | loss: 0.031136 | val_loss: 0.0311633 | Time: 4779.8 ms
[2022-04-04 15:11:01 main:574] : INFO : Epoch 2006 | loss: 0.0311357 | val_loss: 0.0311567 | Time: 4802.78 ms
[2022-04-04 15:11:06 main:574] : INFO : Epoch 2007 | loss: 0.0311378 | val_loss: 0.0311604 | Time: 4823.67 ms
[2022-04-04 15:11:11 main:574] : INFO : Epoch 2008 | loss: 0.0311361 | val_loss: 0.0311568 | Time: 4815.11 ms
[2022-04-04 15:11:16 main:574] : INFO : Epoch 2009 | loss: 0.0311357 | val_loss: 0.0311536 | Time: 4802.82 ms
[2022-04-04 15:11:20 main:574] : INFO : Epoch 2010 | loss: 0.0311332 | val_loss: 0.0311555 | Time: 4814.01 ms
[2022-04-04 15:11:25 main:574] : INFO : Epoch 2011 | loss: 0.0311335 | val_loss: 0.0311635 | Time: 4862.3 ms
[2022-04-04 15:11:30 main:574] : INFO : Epoch 2012 | loss: 0.0311329 | val_loss: 0.0311535 | Time: 4864.44 ms
[2022-04-04 15:11:35 main:574] : INFO : Epoch 2013 | loss: 0.0311322 | val_loss: 0.0311554 | Time: 4832.07 ms
[2022-04-04 15:11:40 main:574] : INFO : Epoch 2014 | loss: 0.0311311 | val_loss: 0.031157 | Time: 4845.97 ms
[2022-04-04 15:11:45 main:574] : INFO : Epoch 2015 | loss: 0.0311299 | val_loss: 0.0311546 | Time: 4835.45 ms
[2022-04-04 15:11:50 main:574] : INFO : Epoch 2016 | loss: 0.0311299 | val_loss: 0.0311539 | Time: 4860.62 ms
[2022-04-04 15:11:54 main:574] : INFO : Epoch 2017 | loss: 0.0311301 | val_loss: 0.031159 | Time: 4813.29 ms
[2022-04-04 15:11:59 main:574] : INFO : Epoch 2018 | loss: 0.0311318 | val_loss: 0.0311622 | Time: 4822.41 ms
[2022-04-04 15:12:04 main:574] : INFO : Epoch 2019 | loss: 0.0311289 | val_loss: 0.031156 | Time: 4855.71 ms
[2022-04-04 15:12:09 main:574] : INFO : Epoch 2020 | loss: 0.0311267 | val_loss: 0.0311569 | Time: 4848.73 ms
[2022-04-04 15:12:14 main:574] : INFO : Epoch 2021 | loss: 0.0311294 | val_loss: 0.031156 | Time: 4845.08 ms
[2022-04-04 15:12:19 main:574] : INFO : Epoch 2022 | loss: 0.031126 | val_loss: 0.0311544 | Time: 4842.11 ms
[2022-04-04 15:12:24 main:574] : INFO : Epoch 2023 | loss: 0.0311277 | val_loss: 0.0311593 | Time: 5001.32 ms
[2022-04-04 15:12:29 main:574] : INFO : Epoch 2024 | loss: 0.0311293 | val_loss: 0.0311584 | Time: 4881.16 ms
[2022-04-04 15:12:33 main:574] : INFO : Epoch 2025 | loss: 0.0311286 | val_loss: 0.0311563 | Time: 4845.62 ms
[2022-04-04 15:12:38 main:574] : INFO : Epoch 2026 | loss: 0.0311296 | val_loss: 0.0311597 | Time: 4784.83 ms
[2022-04-04 15:12:43 main:574] : INFO : Epoch 2027 | loss: 0.0311296 | val_loss: 0.0311675 | Time: 4902.32 ms
[2022-04-04 15:12:48 main:574] : INFO : Epoch 2028 | loss: 0.0311287 | val_loss: 0.0311552 | Time: 4902.77 ms
[2022-04-04 15:12:53 main:574] : INFO : Epoch 2029 | loss: 0.0311258 | val_loss: 0.0311544 | Time: 4843.62 ms
[2022-04-04 15:12:58 main:574] : INFO : Epoch 2030 | loss: 0.0311272 | val_loss: 0.0311547 | Time: 4826.08 ms
[2022-04-04 15:13:03 main:574] : INFO : Epoch 2031 | loss: 0.0311255 | val_loss: 0.031153 | Time: 4832.41 ms
[2022-04-04 15:13:07 main:574] : INFO : Epoch 2032 | loss: 0.0311256 | val_loss: 0.0311576 | Time: 4811.48 ms
[2022-04-04 15:13:12 main:574] : INFO : Epoch 2033 | loss: 0.0311253 | val_loss: 0.0311519 | Time: 4816.75 ms
[2022-04-04 15:13:17 main:574] : INFO : Epoch 2034 | loss: 0.0311249 | val_loss: 0.0311539 | Time: 4849.13 ms
[2022-04-04 15:13:22 main:574] : INFO : Epoch 2035 | loss: 0.0311282 | val_loss: 0.0311573 | Time: 4855.68 ms
[2022-04-04 15:13:27 main:574] : INFO : Epoch 2036 | loss: 0.0311324 | val_loss: 0.0311585 | Time: 4843.28 ms
[2022-04-04 15:13:32 main:574] : INFO : Epoch 2037 | loss: 0.0311292 | val_loss: 0.0311565 | Time: 4877.68 ms
[2022-04-04 15:13:37 main:574] : INFO : Epoch 2038 | loss: 0.0311296 | val_loss: 0.031154 | Time: 4892.05 ms
[2022-04-04 15:13:41 main:574] : INFO : Epoch 2039 | loss: 0.0311293 | val_loss: 0.0311533 | Time: 4927.85 ms
[2022-04-04 15:13:46 main:574] : INFO : Epoch 2040 | loss: 0.0311273 | val_loss: 0.0311546 | Time: 4911.53 ms
[2022-04-04 15:13:51 main:574] : INFO : Epoch 2041 | loss: 0.0311277 | val_loss: 0.0311555 | Time: 4849.67 ms
[2022-04-04 15:13:56 main:574] : INFO : Epoch 2042 | loss: 0.0311273 | val_loss: 0.0311532 | Time: 4826.83 ms
[2022-04-04 15:14:01 main:574] : INFO : Epoch 2043 | loss: 0.0311273 | val_loss: 0.0311554 | Time: 4861.22 ms
[2022-04-04 15:14:06 main:574] : INFO : Epoch 2044 | loss: 0.0311272 | val_loss: 0.0311546 | Time: 4835.11 ms
[2022-04-04 15:14:11 main:574] : INFO : Epoch 2045 | loss: 0.0311268 | val_loss: 0.031151 | Time: 4808.19 ms
[2022-04-04 15:14:15 main:574] : INFO : Epoch 2046 | loss: 0.0311285 | val_loss: 0.0311521 | Time: 4869.55 ms
[2022-04-04 15:14:20 main:574] : INFO : Epoch 2047 | loss: 0.0311286 | val_loss: 0.031155 | Time: 4831.76 ms
[2022-04-04 15:14:25 main:574] : INFO : Epoch 2048 | loss: 0.0311299 | val_loss: 0.0311573 | Time: 4848.53 ms
[2022-04-04 15:14:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311573
[2022-04-04 15:14:25 main:603] : INFO : Saving end state to config to file
[2022-04-04 15:14:25 main:608] : INFO : Success, exiting..
15:14:25 (19932): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)