Task 12437337
| Name | ParityModified-1645993516-4254-2-0_0 |
| Workunit | 9605952 |
| Created | 3 Mar 2022, 6:13:15 UTC |
| Sent | 6 Mar 2022, 8:01:21 UTC |
| Report deadline | 14 Mar 2022, 8:01:21 UTC |
| Received | 8 Mar 2022, 4:58:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 2 hours 16 min 8 sec |
| CPU time | 1 hours 45 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1567 | loss: 0.0311503 | val_loss: 0.0311617 | Time: 3411.81 ms
[2022-03-08 02:21:51 main:574] : INFO : Epoch 1568 | loss: 0.0311503 | val_loss: 0.0311613 | Time: 19171.2 ms
[2022-03-08 02:22:09 main:574] : INFO : Epoch 1569 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 12326.8 ms
[2022-03-08 02:22:15 main:574] : INFO : Epoch 1570 | loss: 0.031151 | val_loss: 0.0311653 | Time: 3989.52 ms
[2022-03-08 02:22:42 main:574] : INFO : Epoch 1571 | loss: 0.0311517 | val_loss: 0.0311645 | Time: 26486.3 ms
[2022-03-08 02:22:59 main:574] : INFO : Epoch 1572 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 2747.55 ms
[2022-03-08 02:23:23 main:574] : INFO : Epoch 1573 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 23140.9 ms
[2022-03-08 02:23:30 main:574] : INFO : Epoch 1574 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 5370.75 ms
[2022-03-08 02:23:35 main:574] : INFO : Epoch 1575 | loss: 0.0311516 | val_loss: 0.0311624 | Time: 4529.65 ms
[2022-03-08 02:23:40 main:574] : INFO : Epoch 1576 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 4587.91 ms
[2022-03-08 02:23:44 main:574] : INFO : Epoch 1577 | loss: 0.0311515 | val_loss: 0.031164 | Time: 3536.25 ms
[2022-03-08 02:23:47 main:574] : INFO : Epoch 1578 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 3539.92 ms
[2022-03-08 02:23:51 main:574] : INFO : Epoch 1579 | loss: 0.0311491 | val_loss: 0.0311631 | Time: 3314.93 ms
[2022-03-08 02:23:54 main:574] : INFO : Epoch 1580 | loss: 0.031151 | val_loss: 0.0311667 | Time: 3575.22 ms
[2022-03-08 02:23:57 main:574] : INFO : Epoch 1581 | loss: 0.0311511 | val_loss: 0.0311635 | Time: 2728.51 ms
[2022-03-08 02:24:00 main:574] : INFO : Epoch 1582 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 2614.12 ms
[2022-03-08 02:24:03 main:574] : INFO : Epoch 1583 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 2544 ms
[2022-03-08 02:24:05 main:574] : INFO : Epoch 1584 | loss: 0.0311479 | val_loss: 0.0311621 | Time: 2613.93 ms
[2022-03-08 02:24:08 main:574] : INFO : Epoch 1585 | loss: 0.0311488 | val_loss: 0.0311626 | Time: 2678.81 ms
[2022-03-08 02:24:11 main:574] : INFO : Epoch 1586 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 2636.67 ms
[2022-03-08 02:24:13 main:574] : INFO : Epoch 1587 | loss: 0.0311502 | val_loss: 0.0311611 | Time: 2522.32 ms
[2022-03-08 02:24:16 main:574] : INFO : Epoch 1588 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 2345.77 ms
[2022-03-08 02:24:18 main:574] : INFO : Epoch 1589 | loss: 0.0311471 | val_loss: 0.031162 | Time: 2330.68 ms
[2022-03-08 02:24:20 main:574] : INFO : Epoch 1590 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 2299.91 ms
[2022-03-08 02:24:23 main:574] : INFO : Epoch 1591 | loss: 0.0311491 | val_loss: 0.0311647 | Time: 2283.27 ms
[2022-03-08 02:24:25 main:574] : INFO : Epoch 1592 | loss: 0.0311485 | val_loss: 0.031164 | Time: 2205.49 ms
[2022-03-08 02:24:27 main:574] : INFO : Epoch 1593 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 2214.82 ms
[2022-03-08 02:24:29 main:574] : INFO : Epoch 1594 | loss: 0.0311491 | val_loss: 0.0311618 | Time: 2273.94 ms
[2022-03-08 02:24:32 main:574] : INFO : Epoch 1595 | loss: 0.0311499 | val_loss: 0.031162 | Time: 2244.46 ms
[2022-03-08 02:24:34 main:574] : INFO : Epoch 1596 | loss: 0.0311496 | val_loss: 0.0311642 | Time: 2240.13 ms
[2022-03-08 02:24:36 main:574] : INFO : Epoch 1597 | loss: 0.0311493 | val_loss: 0.0311665 | Time: 2193.07 ms
[2022-03-08 02:24:38 main:574] : INFO : Epoch 1598 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 2197.06 ms
[2022-03-08 02:24:41 main:574] : INFO : Epoch 1599 | loss: 0.0311478 | val_loss: 0.0311675 | Time: 2207.18 ms
[2022-03-08 02:24:43 main:574] : INFO : Epoch 1600 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 2175.84 ms
[2022-03-08 02:24:45 main:574] : INFO : Epoch 1601 | loss: 0.031146 | val_loss: 0.0311639 | Time: 2186.94 ms
[2022-03-08 02:25:19 main:574] : INFO : Epoch 1602 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 33411.4 ms
[2022-03-08 02:25:47 main:574] : INFO : Epoch 1603 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 22718.6 ms
[2022-03-08 02:25:54 main:574] : INFO : Epoch 1604 | loss: 0.031148 | val_loss: 0.0311657 | Time: 2529.99 ms
[2022-03-08 02:26:26 main:574] : INFO : Epoch 1605 | loss: 0.03115 | val_loss: 0.0311618 | Time: 24393.4 ms
[2022-03-08 02:27:37 main:574] : INFO : Epoch 1606 | loss: 0.0311498 | val_loss: 0.0311643 | Time: 68824.8 ms
[2022-03-08 02:27:43 main:574] : INFO : Epoch 1607 | loss: 0.0311498 | val_loss: 0.0311639 | Time: 3567.47 ms
[2022-03-08 02:27:46 main:574] : INFO : Epoch 1608 | loss: 0.0311499 | val_loss: 0.031165 | Time: 3045.74 ms
[2022-03-08 02:27:49 main:574] : INFO : Epoch 1609 | loss: 0.0311595 | val_loss: 0.0311643 | Time: 2979.44 ms
[2022-03-08 02:27:52 main:574] : INFO : Epoch 1610 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 3209.77 ms
[2022-03-08 02:27:55 main:574] : INFO : Epoch 1611 | loss: 0.031152 | val_loss: 0.0311635 | Time: 2776.34 ms
[2022-03-08 02:27:59 main:574] : INFO : Epoch 1612 | loss: 0.0311516 | val_loss: 0.0311698 | Time: 3390.95 ms
[2022-03-08 02:28:01 main:574] : INFO : Epoch 1613 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 2750.37 ms
[2022-03-08 02:28:04 main:574] : INFO : Epoch 1614 | loss: 0.0311546 | val_loss: 0.031166 | Time: 2791.33 ms
[2022-03-08 02:28:07 main:574] : INFO : Epoch 1615 | loss: 0.031154 | val_loss: 0.0311621 | Time: 2852.53 ms
[2022-03-08 02:28:10 main:574] : INFO : Epoch 1616 | loss: 0.0311556 | val_loss: 0.0311651 | Time: 2641.56 ms
[2022-03-08 02:28:13 main:574] : INFO : Epoch 1617 | loss: 0.0311489 | val_loss: 0.0311643 | Time: 2596.75 ms
[2022-03-08 02:28:15 main:574] : INFO : Epoch 1618 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 2536.84 ms
[2022-03-08 02:28:18 main:574] : INFO : Epoch 1619 | loss: 0.031146 | val_loss: 0.0311638 | Time: 2424.44 ms
[2022-03-08 02:28:20 main:574] : INFO : Epoch 1620 | loss: 0.0311474 | val_loss: 0.0311618 | Time: 2424.08 ms
[2022-03-08 02:28:23 main:574] : INFO : Epoch 1621 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 2369.62 ms
[2022-03-08 02:28:25 main:574] : INFO : Epoch 1622 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 2327.67 ms
[2022-03-08 02:28:27 main:574] : INFO : Epoch 1623 | loss: 0.0311461 | val_loss: 0.0311674 | Time: 2328.79 ms
[2022-03-08 02:28:30 main:574] : INFO : Epoch 1624 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 2285.71 ms
[2022-03-08 02:28:32 main:574] : INFO : Epoch 1625 | loss: 0.0311474 | val_loss: 0.0311768 | Time: 2307.07 ms
[2022-03-08 02:28:34 main:574] : INFO : Epoch 1626 | loss: 0.0311505 | val_loss: 0.0311647 | Time: 2193.99 ms
[2022-03-08 02:28:37 main:574] : INFO : Epoch 1627 | loss: 0.0311481 | val_loss: 0.0311659 | Time: 2176.66 ms
[2022-03-08 02:28:39 main:574] : INFO : Epoch 1628 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 2196.5 ms
[2022-03-08 02:28:41 main:574] : INFO : Epoch 1629 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 2197.62 ms
[2022-03-08 02:28:43 main:574] : INFO : Epoch 1630 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 2188.56 ms
[2022-03-08 02:29:35 main:574] : INFO : Epoch 1631 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 51566 ms
[2022-03-08 02:29:44 main:574] : INFO : Epoch 1632 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 2680.62 ms
[2022-03-08 02:31:04 main:574] : INFO : Epoch 1633 | loss: 0.0311446 | val_loss: 0.0311612 | Time: 74825.8 ms
[2022-03-08 02:31:43 main:574] : INFO : Epoch 1634 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 36395.1 ms
[2022-03-08 02:31:47 main:574] : INFO : Epoch 1635 | loss: 0.0311505 | val_loss: 0.0311667 | Time: 3297.76 ms
[2022-03-08 02:31:50 main:574] : INFO : Epoch 1636 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 3364.44 ms
[2022-03-08 02:31:54 main:574] : INFO : Epoch 1637 | loss: 0.031164 | val_loss: 0.031171 | Time: 3502.85 ms
[2022-03-08 02:31:56 main:574] : INFO : Epoch 1638 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 2758.47 ms
[2022-03-08 02:32:00 main:574] : INFO : Epoch 1639 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 3231.52 ms
[2022-03-08 02:32:02 main:574] : INFO : Epoch 1640 | loss: 0.0311603 | val_loss: 0.0311658 | Time: 2667.02 ms
[2022-03-08 02:32:05 main:574] : INFO : Epoch 1641 | loss: 0.0311591 | val_loss: 0.0311656 | Time: 2873.4 ms
[2022-03-08 02:32:08 main:574] : INFO : Epoch 1642 | loss: 0.0311581 | val_loss: 0.0311626 | Time: 2665.94 ms
[2022-03-08 02:32:11 main:574] : INFO : Epoch 1643 | loss: 0.0311568 | val_loss: 0.031163 | Time: 2574.53 ms
[2022-03-08 02:32:13 main:574] : INFO : Epoch 1644 | loss: 0.0311553 | val_loss: 0.0311648 | Time: 2649.76 ms
[2022-03-08 02:32:16 main:574] : INFO : Epoch 1645 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 2377.49 ms
[2022-03-08 02:32:18 main:574] : INFO : Epoch 1646 | loss: 0.0311585 | val_loss: 0.0311629 | Time: 2398.15 ms
[2022-03-08 02:32:21 main:574] : INFO : Epoch 1647 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 2312.44 ms
[2022-03-08 02:32:23 main:574] : INFO : Epoch 1648 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 2273.07 ms
[2022-03-08 02:32:25 main:574] : INFO : Epoch 1649 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 2270.9 ms
[2022-03-08 02:32:28 main:574] : INFO : Epoch 1650 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 2261.37 ms
[2022-03-08 02:32:30 main:574] : INFO : Epoch 1651 | loss: 0.0311538 | val_loss: 0.03116 | Time: 2212.25 ms
[2022-03-08 02:32:32 main:574] : INFO : Epoch 1652 | loss: 0.0311527 | val_loss: 0.0311625 | Time: 2215.63 ms
[2022-03-08 02:32:34 main:574] : INFO : Epoch 1653 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 2242.22 ms
[2022-03-08 02:32:37 main:574] : INFO : Epoch 1654 | loss: 0.031152 | val_loss: 0.0311617 | Time: 2204.2 ms
[2022-03-08 02:32:39 main:574] : INFO : Epoch 1655 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 2204.2 ms
[2022-03-08 02:34:05 main:574] : INFO : Epoch 1656 | loss: 0.0311514 | val_loss: 0.0311612 | Time: 85694.4 ms
[2022-03-08 02:35:33 main:574] : INFO : Epoch 1657 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 88331.5 ms
[2022-03-08 02:35:39 main:574] : INFO : Epoch 1658 | loss: 0.0311506 | val_loss: 0.0311624 | Time: 5221.48 ms
[2022-03-08 02:35:42 main:574] : INFO : Epoch 1659 | loss: 0.0311492 | val_loss: 0.0311634 | Time: 2688 ms
[2022-03-08 02:35:46 main:574] : INFO : Epoch 1660 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 3146.04 ms
[2022-03-08 02:35:49 main:574] : INFO : Epoch 1661 | loss: 0.0311514 | val_loss: 0.031169 | Time: 3087.47 ms
[2022-03-08 02:35:52 main:574] : INFO : Epoch 1662 | loss: 0.031153 | val_loss: 0.0311667 | Time: 3106.53 ms
[2022-03-08 02:35:56 main:574] : INFO : Epoch 1663 | loss: 0.0311518 | val_loss: 0.031162 | Time: 3371.46 ms
[2022-03-08 02:35:58 main:574] : INFO : Epoch 1664 | loss: 0.0311506 | val_loss: 0.0311599 | Time: 2541.99 ms
[2022-03-08 02:36:01 main:574] : INFO : Epoch 1665 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 2753.5 ms
[2022-03-08 02:36:04 main:574] : INFO : Epoch 1666 | loss: 0.0311504 | val_loss: 0.0311606 | Time: 2553.51 ms
[2022-03-08 02:36:06 main:574] : INFO : Epoch 1667 | loss: 0.0311512 | val_loss: 0.0311621 | Time: 2633.25 ms
[2022-03-08 02:36:09 main:574] : INFO : Epoch 1668 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 2591.47 ms
[2022-03-08 02:36:11 main:574] : INFO : Epoch 1669 | loss: 0.0311583 | val_loss: 0.0311645 | Time: 2501.21 ms
[2022-03-08 02:36:14 main:574] : INFO : Epoch 1670 | loss: 0.0311554 | val_loss: 0.0311631 | Time: 2511.48 ms
[2022-03-08 02:36:16 main:574] : INFO : Epoch 1671 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 2423.96 ms
[2022-03-08 02:36:19 main:574] : INFO : Epoch 1672 | loss: 0.0311538 | val_loss: 0.031167 | Time: 2343.09 ms
[2022-03-08 02:36:21 main:574] : INFO : Epoch 1673 | loss: 0.031159 | val_loss: 0.0311622 | Time: 2385.61 ms
[2022-03-08 02:36:24 main:574] : INFO : Epoch 1674 | loss: 0.0311579 | val_loss: 0.031165 | Time: 2265.08 ms
[2022-03-08 02:36:26 main:574] : INFO : Epoch 1675 | loss: 0.0311547 | val_loss: 0.0311623 | Time: 2230.45 ms
[2022-03-08 02:36:28 main:574] : INFO : Epoch 1676 | loss: 0.0311538 | val_loss: 0.0311649 | Time: 2213.01 ms
[2022-03-08 02:36:30 main:574] : INFO : Epoch 1677 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 2227.97 ms
[2022-03-08 02:36:33 main:574] : INFO : Epoch 1678 | loss: 0.031151 | val_loss: 0.0311628 | Time: 2172.96 ms
[2022-03-08 02:36:35 main:574] : INFO : Epoch 1679 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 2213.47 ms
[2022-03-08 02:36:40 main:574] : INFO : Epoch 1680 | loss: 0.0311495 | val_loss: 0.0311602 | Time: 4799.2 ms
[2022-03-08 02:39:22 main:574] : INFO : Epoch 1681 | loss: 0.0311514 | val_loss: 0.0311616 | Time: 157182 ms
[2022-03-08 02:39:26 main:574] : INFO : Epoch 1682 | loss: 0.0311482 | val_loss: 0.031158 | Time: 4471.92 ms
[2022-03-08 02:39:30 main:574] : INFO : Epoch 1683 | loss: 0.0311477 | val_loss: 0.0311587 | Time: 3160.34 ms
[2022-03-08 02:39:33 main:574] : INFO : Epoch 1684 | loss: 0.0311465 | val_loss: 0.0311604 | Time: 2911.45 ms
[2022-03-08 02:39:36 main:574] : INFO : Epoch 1685 | loss: 0.0311463 | val_loss: 0.031161 | Time: 3109.62 ms
[2022-03-08 02:39:39 main:574] : INFO : Epoch 1686 | loss: 0.0311465 | val_loss: 0.0311611 | Time: 2702.16 ms
[2022-03-08 02:39:41 main:574] : INFO : Epoch 1687 | loss: 0.0311459 | val_loss: 0.0311588 | Time: 2802.72 ms
[2022-03-08 02:39:44 main:574] : INFO : Epoch 1688 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 2986.59 ms
[2022-03-08 02:39:48 main:574] : INFO : Epoch 1689 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 3279.2 ms
[2022-03-08 02:39:51 main:574] : INFO : Epoch 1690 | loss: 0.0311438 | val_loss: 0.0311602 | Time: 3146.28 ms
[2022-03-08 02:39:54 main:574] : INFO : Epoch 1691 | loss: 0.0311449 | val_loss: 0.0311592 | Time: 2755.7 ms
[2022-03-08 02:39:56 main:574] : INFO : Epoch 1692 | loss: 0.0311438 | val_loss: 0.0311605 | Time: 2578.28 ms
[2022-03-08 02:39:59 main:574] : INFO : Epoch 1693 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 2585.41 ms
[2022-03-08 02:40:02 main:574] : INFO : Epoch 1694 | loss: 0.0311435 | val_loss: 0.0311597 | Time: 2665.05 ms
[2022-03-08 02:40:04 main:574] : INFO : Epoch 1695 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 2688.49 ms
[2022-03-08 02:40:07 main:574] : INFO : Epoch 1696 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 2579.36 ms
[2022-03-08 02:40:10 main:574] : INFO : Epoch 1697 | loss: 0.0311441 | val_loss: 0.0311619 | Time: 2542.68 ms
[2022-03-08 02:40:12 main:574] : INFO : Epoch 1698 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 2465.95 ms
[2022-03-08 02:40:15 main:574] : INFO : Epoch 1699 | loss: 0.0311452 | val_loss: 0.031161 | Time: 2447.47 ms
[2022-03-08 02:40:17 main:574] : INFO : Epoch 1700 | loss: 0.0311461 | val_loss: 0.0311667 | Time: 2405.34 ms
[2022-03-08 02:40:19 main:574] : INFO : Epoch 1701 | loss: 0.0311481 | val_loss: 0.0311618 | Time: 2336.83 ms
[2022-03-08 02:40:22 main:574] : INFO : Epoch 1702 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 2262.68 ms
[2022-03-08 02:40:24 main:574] : INFO : Epoch 1703 | loss: 0.0311465 | val_loss: 0.0311644 | Time: 2328.27 ms
[2022-03-08 02:40:26 main:574] : INFO : Epoch 1704 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 2281.79 ms
[2022-03-08 02:40:29 main:574] : INFO : Epoch 1705 | loss: 0.0311475 | val_loss: 0.0311608 | Time: 2245.26 ms
[2022-03-08 02:40:31 main:574] : INFO : Epoch 1706 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 2251.18 ms
[2022-03-08 02:40:33 main:574] : INFO : Epoch 1707 | loss: 0.0311452 | val_loss: 0.0311648 | Time: 2267.38 ms
[2022-03-08 02:40:36 main:574] : INFO : Epoch 1708 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 2237.48 ms
[2022-03-08 02:40:38 main:574] : INFO : Epoch 1709 | loss: 0.0311486 | val_loss: 0.031161 | Time: 2341.68 ms
[2022-03-08 02:40:40 main:574] : INFO : Epoch 1710 | loss: 0.0311496 | val_loss: 0.031156 | Time: 2298.29 ms
[2022-03-08 02:40:42 main:574] : INFO : Epoch 1711 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 2196.77 ms
[2022-03-08 02:40:45 main:574] : INFO : Epoch 1712 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 2186.14 ms
[2022-03-08 02:40:47 main:574] : INFO : Epoch 1713 | loss: 0.0311453 | val_loss: 0.0311593 | Time: 2227.26 ms
[2022-03-08 02:40:49 main:574] : INFO : Epoch 1714 | loss: 0.031144 | val_loss: 0.0311604 | Time: 2199.11 ms
[2022-03-08 02:40:52 main:574] : INFO : Epoch 1715 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 2218.48 ms
[2022-03-08 02:40:54 main:574] : INFO : Epoch 1716 | loss: 0.0311488 | val_loss: 0.0311615 | Time: 2337.35 ms
[2022-03-08 02:40:59 main:574] : INFO : Epoch 1717 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 4006.12 ms
[2022-03-08 02:42:11 main:574] : INFO : Epoch 1718 | loss: 0.0311469 | val_loss: 0.0311609 | Time: 68758.7 ms
[2022-03-08 02:42:17 main:574] : INFO : Epoch 1719 | loss: 0.0311445 | val_loss: 0.0311583 | Time: 2682.81 ms
[2022-03-08 02:43:54 main:574] : INFO : Epoch 1720 | loss: 0.0311457 | val_loss: 0.0311611 | Time: 94068.7 ms
[2022-03-08 02:43:57 main:574] : INFO : Epoch 1721 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 2935.08 ms
[2022-03-08 02:44:00 main:574] : INFO : Epoch 1722 | loss: 0.0311472 | val_loss: 0.0311579 | Time: 3091.83 ms
[2022-03-08 02:44:03 main:574] : INFO : Epoch 1723 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 3053.68 ms
[2022-03-08 02:44:06 main:574] : INFO : Epoch 1724 | loss: 0.0311442 | val_loss: 0.0311591 | Time: 2862.83 ms
[2022-03-08 02:44:10 main:574] : INFO : Epoch 1725 | loss: 0.0311441 | val_loss: 0.031158 | Time: 3340.38 ms
[2022-03-08 02:44:13 main:574] : INFO : Epoch 1726 | loss: 0.0311433 | val_loss: 0.031157 | Time: 2962.28 ms
[2022-03-08 02:44:16 main:574] : INFO : Epoch 1727 | loss: 0.0311423 | val_loss: 0.0311563 | Time: 2846.06 ms
[2022-03-08 02:44:19 main:574] : INFO : Epoch 1728 | loss: 0.0311441 | val_loss: 0.0311595 | Time: 2945.23 ms
[2022-03-08 02:44:21 main:574] : INFO : Epoch 1729 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 2532.87 ms
[2022-03-08 02:44:24 main:574] : INFO : Epoch 1730 | loss: 0.0311446 | val_loss: 0.0311608 | Time: 2671.4 ms
[2022-03-08 02:44:26 main:574] : INFO : Epoch 1731 | loss: 0.0311432 | val_loss: 0.03116 | Time: 2422.82 ms
[2022-03-08 02:44:29 main:574] : INFO : Epoch 1732 | loss: 0.0311449 | val_loss: 0.0311607 | Time: 2491 ms
[2022-03-08 02:44:31 main:574] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311619 | Time: 2379.7 ms
[2022-03-08 02:44:34 main:574] : INFO : Epoch 1734 | loss: 0.0311431 | val_loss: 0.0311653 | Time: 2345.78 ms
[2022-03-08 02:44:36 main:574] : INFO : Epoch 1735 | loss: 0.0311449 | val_loss: 0.0311687 | Time: 2359.73 ms
[2022-03-08 02:44:39 main:574] : INFO : Epoch 1736 | loss: 0.0311444 | val_loss: 0.0311575 | Time: 2364.19 ms
[2022-03-08 02:44:41 main:574] : INFO : Epoch 1737 | loss: 0.0311406 | val_loss: 0.0311596 | Time: 2342.02 ms
[2022-03-08 02:44:43 main:574] : INFO : Epoch 1738 | loss: 0.0311399 | val_loss: 0.0311631 | Time: 2222.34 ms
[2022-03-08 02:44:45 main:574] : INFO : Epoch 1739 | loss: 0.0311394 | val_loss: 0.0311588 | Time: 2289.99 ms
[2022-03-08 02:44:48 main:574] : INFO : Epoch 1740 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 2246.44 ms
[2022-03-08 02:44:50 main:574] : INFO : Epoch 1741 | loss: 0.0311418 | val_loss: 0.0311632 | Time: 2222.3 ms
[2022-03-08 02:44:52 main:574] : INFO : Epoch 1742 | loss: 0.0311426 | val_loss: 0.0311649 | Time: 2253.54 ms
[2022-03-08 02:44:55 main:574] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311729 | Time: 2203.33 ms
[2022-03-08 02:44:57 main:574] : INFO : Epoch 1744 | loss: 0.0311449 | val_loss: 0.0311593 | Time: 2180.29 ms
[2022-03-08 02:44:59 main:574] : INFO : Epoch 1745 | loss: 0.0311444 | val_loss: 0.0311586 | Time: 2197.88 ms
[2022-03-08 02:45:01 main:574] : INFO : Epoch 1746 | loss: 0.0311421 | val_loss: 0.0311625 | Time: 2160.97 ms
[2022-03-08 02:45:04 main:574] : INFO : Epoch 1747 | loss: 0.0311419 | val_loss: 0.0311642 | Time: 2183.54 ms
[2022-03-08 02:45:18 main:574] : INFO : Epoch 1748 | loss: 0.0311461 | val_loss: 0.0311611 | Time: 14084.8 ms
[2022-03-08 02:46:47 main:574] : INFO : Epoch 1749 | loss: 0.0311424 | val_loss: 0.031157 | Time: 89390.1 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 Ti)
[2022-03-08 04:44:02 main:435] : INFO : Set logging level to 1
[2022-03-08 04:44:03 main:441] : INFO : Running in BOINC Client mode
[2022-03-08 04:44:03 main:444] : INFO : Resolving all filenames
[2022-03-08 04:44:03 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-08 04:44:03 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-08 04:44:03 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-08 04:44:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-08 04:44:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-08 04:44:03 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-08 04:44:03 main:474] : INFO : Configuration:
[2022-03-08 04:44:03 main:475] : INFO : Model type: GRU
[2022-03-08 04:44:03 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-08 04:44:03 main:477] : INFO : Max Epochs: 2048
[2022-03-08 04:44:03 main:478] : INFO : Batch Size: 128
[2022-03-08 04:44:04 main:479] : INFO : Learning Rate: 0.01
[2022-03-08 04:44:04 main:480] : INFO : Patience: 10
[2022-03-08 04:44:04 main:481] : INFO : Hidden Width: 12
[2022-03-08 04:44:04 main:482] : INFO : # Recurrent Layers: 4
[2022-03-08 04:44:04 main:483] : INFO : # Backend Layers: 4
[2022-03-08 04:44:04 main:484] : INFO : # Threads: 1
[2022-03-08 04:44:04 main:486] : INFO : Preparing Dataset
[2022-03-08 04:44:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-08 04:44:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-08 04:44:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-08 04:44:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-08 04:44:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-08 04:44:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-08 04:44:10 main:494] : INFO : Creating Model
[2022-03-08 04:44:10 main:507] : INFO : Preparing config file
[2022-03-08 04:44:10 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-08 04:44:10 main:512] : INFO : Loading config
[2022-03-08 04:44:10 main:514] : INFO : Loading state
[2022-03-08 04:44:13 main:559] : INFO : Loading DataLoader into Memory
[2022-03-08 04:44:17 main:562] : INFO : Starting Training
[2022-03-08 04:44:20 main:574] : INFO : Epoch 1750 | loss: 0.0312018 | val_loss: 0.0311655 | Time: 3313.77 ms
[2022-03-08 04:44:23 main:574] : INFO : Epoch 1751 | loss: 0.0311511 | val_loss: 0.0311611 | Time: 2734.52 ms
[2022-03-08 04:44:26 main:574] : INFO : Epoch 1752 | loss: 0.0311453 | val_loss: 0.0311571 | Time: 3077.08 ms
[2022-03-08 04:44:29 main:574] : INFO : Epoch 1753 | loss: 0.0311452 | val_loss: 0.0311594 | Time: 3042.84 ms
[2022-03-08 04:44:32 main:574] : INFO : Epoch 1754 | loss: 0.0311444 | val_loss: 0.0311591 | Time: 2661.87 ms
[2022-03-08 04:44:35 main:574] : INFO : Epoch 1755 | loss: 0.0311442 | val_loss: 0.0311558 | Time: 3226.72 ms
[2022-03-08 04:44:38 main:574] : INFO : Epoch 1756 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 2518.89 ms
[2022-03-08 04:44:40 main:574] : INFO : Epoch 1757 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 2432.23 ms
[2022-03-08 04:44:43 main:574] : INFO : Epoch 1758 | loss: 0.0311415 | val_loss: 0.031155 | Time: 3285.38 ms
[2022-03-08 04:44:46 main:574] : INFO : Epoch 1759 | loss: 0.0311429 | val_loss: 0.0311581 | Time: 2861.72 ms
[2022-03-08 04:44:50 main:574] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.031155 | Time: 3133.48 ms
[2022-03-08 04:44:52 main:574] : INFO : Epoch 1761 | loss: 0.0311413 | val_loss: 0.0311529 | Time: 2580.42 ms
[2022-03-08 04:44:55 main:574] : INFO : Epoch 1762 | loss: 0.031141 | val_loss: 0.0311499 | Time: 2480.15 ms
[2022-03-08 04:44:58 main:574] : INFO : Epoch 1763 | loss: 0.0311397 | val_loss: 0.031154 | Time: 3136.44 ms
[2022-03-08 04:45:01 main:574] : INFO : Epoch 1764 | loss: 0.0311407 | val_loss: 0.0311543 | Time: 2696.53 ms
[2022-03-08 04:45:03 main:574] : INFO : Epoch 1765 | loss: 0.0311391 | val_loss: 0.0311577 | Time: 2398.82 ms
[2022-03-08 04:45:05 main:574] : INFO : Epoch 1766 | loss: 0.0311384 | val_loss: 0.0311534 | Time: 2384.06 ms
[2022-03-08 04:45:08 main:574] : INFO : Epoch 1767 | loss: 0.0311379 | val_loss: 0.0311519 | Time: 2664.5 ms
[2022-03-08 04:45:11 main:574] : INFO : Epoch 1768 | loss: 0.0311413 | val_loss: 0.0311536 | Time: 3240.58 ms
[2022-03-08 04:45:14 main:574] : INFO : Epoch 1769 | loss: 0.0311421 | val_loss: 0.0311554 | Time: 2738.98 ms
[2022-03-08 04:45:17 main:574] : INFO : Epoch 1770 | loss: 0.0311463 | val_loss: 0.031154 | Time: 2661.58 ms
[2022-03-08 04:45:20 main:574] : INFO : Epoch 1771 | loss: 0.0311497 | val_loss: 0.0311567 | Time: 2803.91 ms
[2022-03-08 04:45:22 main:574] : INFO : Epoch 1772 | loss: 0.0311504 | val_loss: 0.0311609 | Time: 2654.18 ms
[2022-03-08 04:45:25 main:574] : INFO : Epoch 1773 | loss: 0.031148 | val_loss: 0.0311576 | Time: 2556.74 ms
[2022-03-08 04:45:28 main:574] : INFO : Epoch 1774 | loss: 0.0311474 | val_loss: 0.0311566 | Time: 2612.75 ms
[2022-03-08 04:45:30 main:574] : INFO : Epoch 1775 | loss: 0.0311452 | val_loss: 0.0311543 | Time: 2431.95 ms
[2022-03-08 04:45:33 main:574] : INFO : Epoch 1776 | loss: 0.0311454 | val_loss: 0.0311574 | Time: 3006.83 ms
[2022-03-08 04:45:36 main:574] : INFO : Epoch 1777 | loss: 0.0311471 | val_loss: 0.0311548 | Time: 2505.61 ms
[2022-03-08 04:45:38 main:574] : INFO : Epoch 1778 | loss: 0.0311463 | val_loss: 0.0311548 | Time: 2366.25 ms
[2022-03-08 04:45:41 main:574] : INFO : Epoch 1779 | loss: 0.0311448 | val_loss: 0.0311563 | Time: 2684.19 ms
[2022-03-08 04:45:43 main:574] : INFO : Epoch 1780 | loss: 0.0311434 | val_loss: 0.0311547 | Time: 2452.8 ms
[2022-03-08 04:45:46 main:574] : INFO : Epoch 1781 | loss: 0.031142 | val_loss: 0.0311531 | Time: 2795.33 ms
[2022-03-08 04:45:49 main:574] : INFO : Epoch 1782 | loss: 0.0311426 | val_loss: 0.0311608 | Time: 3140.78 ms
[2022-03-08 04:45:52 main:574] : INFO : Epoch 1783 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 2633.03 ms
[2022-03-08 04:45:55 main:574] : INFO : Epoch 1784 | loss: 0.0311622 | val_loss: 0.031161 | Time: 3301.38 ms
[2022-03-08 04:45:58 main:574] : INFO : Epoch 1785 | loss: 0.0311541 | val_loss: 0.031156 | Time: 2631.87 ms
[2022-03-08 04:46:01 main:574] : INFO : Epoch 1786 | loss: 0.0311483 | val_loss: 0.0311548 | Time: 3189.84 ms
[2022-03-08 04:46:04 main:574] : INFO : Epoch 1787 | loss: 0.0311473 | val_loss: 0.0311591 | Time: 3017.19 ms
[2022-03-08 04:46:07 main:574] : INFO : Epoch 1788 | loss: 0.0311452 | val_loss: 0.0311551 | Time: 2399.11 ms
[2022-03-08 04:46:10 main:574] : INFO : Epoch 1789 | loss: 0.0311461 | val_loss: 0.0311541 | Time: 2761.96 ms
[2022-03-08 04:46:12 main:574] : INFO : Epoch 1790 | loss: 0.031144 | val_loss: 0.0311568 | Time: 2909.38 ms
[2022-03-08 04:46:15 main:574] : INFO : Epoch 1791 | loss: 0.031142 | val_loss: 0.0311559 | Time: 2882.01 ms
[2022-03-08 04:46:18 main:574] : INFO : Epoch 1792 | loss: 0.0311407 | val_loss: 0.0311562 | Time: 2424.88 ms
[2022-03-08 04:46:21 main:574] : INFO : Epoch 1793 | loss: 0.03114 | val_loss: 0.0311594 | Time: 2803.16 ms
[2022-03-08 04:46:24 main:574] : INFO : Epoch 1794 | loss: 0.0311401 | val_loss: 0.0311611 | Time: 3028.42 ms
[2022-03-08 04:46:27 main:574] : INFO : Epoch 1795 | loss: 0.0311407 | val_loss: 0.0311554 | Time: 3102.57 ms
[2022-03-08 04:46:30 main:574] : INFO : Epoch 1796 | loss: 0.0311392 | val_loss: 0.0311565 | Time: 2849.64 ms
[2022-03-08 04:46:33 main:574] : INFO : Epoch 1797 | loss: 0.0311389 | val_loss: 0.0311558 | Time: 3038.99 ms
[2022-03-08 04:46:36 main:574] : INFO : Epoch 1798 | loss: 0.0311446 | val_loss: 0.0311586 | Time: 2896.48 ms
[2022-03-08 04:46:39 main:574] : INFO : Epoch 1799 | loss: 0.0311413 | val_loss: 0.0311526 | Time: 3129.37 ms
[2022-03-08 04:46:42 main:574] : INFO : Epoch 1800 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 2773.43 ms
[2022-03-08 04:46:44 main:574] : INFO : Epoch 1801 | loss: 0.0311439 | val_loss: 0.0311612 | Time: 2509.2 ms
[2022-03-08 04:46:47 main:574] : INFO : Epoch 1802 | loss: 0.0311403 | val_loss: 0.0311548 | Time: 2653.87 ms
[2022-03-08 04:46:50 main:574] : INFO : Epoch 1803 | loss: 0.0311399 | val_loss: 0.0311542 | Time: 2433.18 ms
[2022-03-08 04:46:53 main:574] : INFO : Epoch 1804 | loss: 0.031142 | val_loss: 0.0311571 | Time: 3376.79 ms
[2022-03-08 04:46:56 main:574] : INFO : Epoch 1805 | loss: 0.0311389 | val_loss: 0.0311523 | Time: 3029.19 ms
[2022-03-08 04:46:58 main:574] : INFO : Epoch 1806 | loss: 0.031137 | val_loss: 0.0311528 | Time: 2355.51 ms
[2022-03-08 04:47:01 main:574] : INFO : Epoch 1807 | loss: 0.0311382 | val_loss: 0.0311565 | Time: 2465.17 ms
[2022-03-08 04:47:04 main:574] : INFO : Epoch 1808 | loss: 0.0311386 | val_loss: 0.0311551 | Time: 3008.17 ms
[2022-03-08 04:47:06 main:574] : INFO : Epoch 1809 | loss: 0.031137 | val_loss: 0.0311549 | Time: 2415.65 ms
[2022-03-08 04:47:09 main:574] : INFO : Epoch 1810 | loss: 0.0311358 | val_loss: 0.0311553 | Time: 2707.34 ms
[2022-03-08 04:47:12 main:574] : INFO : Epoch 1811 | loss: 0.0311359 | val_loss: 0.0311526 | Time: 2505.68 ms
[2022-03-08 04:47:15 main:574] : INFO : Epoch 1812 | loss: 0.0311354 | val_loss: 0.0311585 | Time: 2930.89 ms
[2022-03-08 04:47:18 main:574] : INFO : Epoch 1813 | loss: 0.0311359 | val_loss: 0.0311532 | Time: 3008.63 ms
[2022-03-08 04:47:21 main:574] : INFO : Epoch 1814 | loss: 0.0311365 | val_loss: 0.0311517 | Time: 3119.98 ms
[2022-03-08 04:47:24 main:574] : INFO : Epoch 1815 | loss: 0.0311391 | val_loss: 0.0311533 | Time: 2884.59 ms
[2022-03-08 04:47:27 main:574] : INFO : Epoch 1816 | loss: 0.0311354 | val_loss: 0.0311529 | Time: 3029.21 ms
[2022-03-08 04:47:30 main:574] : INFO : Epoch 1817 | loss: 0.0311378 | val_loss: 0.0311546 | Time: 2958.41 ms
[2022-03-08 04:47:33 main:574] : INFO : Epoch 1818 | loss: 0.0311388 | val_loss: 0.0311529 | Time: 2956.77 ms
[2022-03-08 04:47:35 main:574] : INFO : Epoch 1819 | loss: 0.0311388 | val_loss: 0.0311517 | Time: 2482.13 ms
[2022-03-08 04:47:38 main:574] : INFO : Epoch 1820 | loss: 0.0311365 | val_loss: 0.0311529 | Time: 2762.29 ms
[2022-03-08 04:47:41 main:574] : INFO : Epoch 1821 | loss: 0.0311359 | val_loss: 0.0311508 | Time: 2437.65 ms
[2022-03-08 04:47:43 main:574] : INFO : Epoch 1822 | loss: 0.0311381 | val_loss: 0.0311529 | Time: 2561.01 ms
[2022-03-08 04:47:46 main:574] : INFO : Epoch 1823 | loss: 0.0311384 | val_loss: 0.0311513 | Time: 2621.39 ms
[2022-03-08 04:47:48 main:574] : INFO : Epoch 1824 | loss: 0.0311386 | val_loss: 0.031153 | Time: 2593.63 ms
[2022-03-08 04:47:51 main:574] : INFO : Epoch 1825 | loss: 0.0311367 | val_loss: 0.0311536 | Time: 2388.93 ms
[2022-03-08 04:47:54 main:574] : INFO : Epoch 1826 | loss: 0.031136 | val_loss: 0.031156 | Time: 2708.24 ms
[2022-03-08 04:47:56 main:574] : INFO : Epoch 1827 | loss: 0.0311363 | val_loss: 0.0311541 | Time: 2399.89 ms
[2022-03-08 04:47:59 main:574] : INFO : Epoch 1828 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 2759.34 ms
[2022-03-08 04:48:01 main:574] : INFO : Epoch 1829 | loss: 0.0311373 | val_loss: 0.0311532 | Time: 2468.06 ms
[2022-03-08 04:48:04 main:574] : INFO : Epoch 1830 | loss: 0.0311359 | val_loss: 0.0311545 | Time: 2457.65 ms
[2022-03-08 04:48:06 main:574] : INFO : Epoch 1831 | loss: 0.0311363 | val_loss: 0.0311543 | Time: 2501.45 ms
[2022-03-08 04:48:09 main:574] : INFO : Epoch 1832 | loss: 0.0311349 | val_loss: 0.031154 | Time: 2866.94 ms
[2022-03-08 04:48:12 main:574] : INFO : Epoch 1833 | loss: 0.0311337 | val_loss: 0.031154 | Time: 2842.44 ms
[2022-03-08 04:48:16 main:574] : INFO : Epoch 1834 | loss: 0.0311345 | val_loss: 0.0311572 | Time: 3501.46 ms
[2022-03-08 04:48:18 main:574] : INFO : Epoch 1835 | loss: 0.0311336 | val_loss: 0.0311537 | Time: 2758.96 ms
[2022-03-08 04:48:21 main:574] : INFO : Epoch 1836 | loss: 0.0311331 | val_loss: 0.0311502 | Time: 2592.81 ms
[2022-03-08 04:48:24 main:574] : INFO : Epoch 1837 | loss: 0.0311316 | val_loss: 0.0311534 | Time: 2864.96 ms
[2022-03-08 04:48:27 main:574] : INFO : Epoch 1838 | loss: 0.0311346 | val_loss: 0.0311497 | Time: 2786.92 ms
[2022-03-08 04:48:30 main:574] : INFO : Epoch 1839 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 3242.58 ms
[2022-03-08 04:48:33 main:574] : INFO : Epoch 1840 | loss: 0.0311339 | val_loss: 0.0311559 | Time: 2616.12 ms
[2022-03-08 04:48:35 main:574] : INFO : Epoch 1841 | loss: 0.0311342 | val_loss: 0.0311536 | Time: 2692.94 ms
[2022-03-08 04:48:38 main:574] : INFO : Epoch 1842 | loss: 0.031134 | val_loss: 0.0311538 | Time: 3227.4 ms
[2022-03-08 04:48:41 main:574] : INFO : Epoch 1843 | loss: 0.0311348 | val_loss: 0.0311537 | Time: 2835.8 ms
[2022-03-08 04:48:44 main:574] : INFO : Epoch 1844 | loss: 0.0311364 | val_loss: 0.0311541 | Time: 2897.58 ms
[2022-03-08 04:48:47 main:574] : INFO : Epoch 1845 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 2488.9 ms
[2022-03-08 04:48:49 main:574] : INFO : Epoch 1846 | loss: 0.0311378 | val_loss: 0.0311557 | Time: 2654.99 ms
[2022-03-08 04:48:52 main:574] : INFO : Epoch 1847 | loss: 0.0311375 | val_loss: 0.0311507 | Time: 2500.83 ms
[2022-03-08 04:48:54 main:574] : INFO : Epoch 1848 | loss: 0.0311356 | val_loss: 0.0311506 | Time: 2427.81 ms
[2022-03-08 04:48:57 main:574] : INFO : Epoch 1849 | loss: 0.0311339 | val_loss: 0.0311518 | Time: 2591.46 ms
[2022-03-08 04:49:00 main:574] : INFO : Epoch 1850 | loss: 0.0311337 | val_loss: 0.0311545 | Time: 2833.36 ms
[2022-03-08 04:49:02 main:574] : INFO : Epoch 1851 | loss: 0.0311332 | val_loss: 0.0311528 | Time: 2473.41 ms
[2022-03-08 04:49:06 main:574] : INFO : Epoch 1852 | loss: 0.0311318 | val_loss: 0.0311486 | Time: 3292.17 ms
[2022-03-08 04:49:09 main:574] : INFO : Epoch 1853 | loss: 0.0311332 | val_loss: 0.0311572 | Time: 2845.39 ms
[2022-03-08 04:49:11 main:574] : INFO : Epoch 1854 | loss: 0.0311333 | val_loss: 0.0311587 | Time: 2463.78 ms
[2022-03-08 04:49:14 main:574] : INFO : Epoch 1855 | loss: 0.0311319 | val_loss: 0.0311519 | Time: 2567.87 ms
[2022-03-08 04:49:16 main:574] : INFO : Epoch 1856 | loss: 0.0311305 | val_loss: 0.0311562 | Time: 2732.3 ms
[2022-03-08 04:49:19 main:574] : INFO : Epoch 1857 | loss: 0.0311308 | val_loss: 0.0311543 | Time: 2680.03 ms
[2022-03-08 04:49:22 main:574] : INFO : Epoch 1858 | loss: 0.0311311 | val_loss: 0.0311545 | Time: 2972.48 ms
[2022-03-08 04:49:25 main:574] : INFO : Epoch 1859 | loss: 0.0311302 | val_loss: 0.0311544 | Time: 2417.15 ms
[2022-03-08 04:49:27 main:574] : INFO : Epoch 1860 | loss: 0.0311356 | val_loss: 0.0311584 | Time: 2484.42 ms
[2022-03-08 04:49:30 main:574] : INFO : Epoch 1861 | loss: 0.0311412 | val_loss: 0.0311514 | Time: 3062.49 ms
[2022-03-08 04:49:33 main:574] : INFO : Epoch 1862 | loss: 0.0311374 | val_loss: 0.0311526 | Time: 2651.42 ms
[2022-03-08 04:49:36 main:574] : INFO : Epoch 1863 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 2765.18 ms
[2022-03-08 04:49:39 main:574] : INFO : Epoch 1864 | loss: 0.0311363 | val_loss: 0.031156 | Time: 2862.71 ms
[2022-03-08 04:49:41 main:574] : INFO : Epoch 1865 | loss: 0.0311349 | val_loss: 0.0311583 | Time: 2797.78 ms
[2022-03-08 04:49:44 main:574] : INFO : Epoch 1866 | loss: 0.0311351 | val_loss: 0.0311583 | Time: 2704.92 ms
[2022-03-08 04:49:48 main:574] : INFO : Epoch 1867 | loss: 0.0311369 | val_loss: 0.0311561 | Time: 3454.46 ms
[2022-03-08 04:49:51 main:574] : INFO : Epoch 1868 | loss: 0.0311382 | val_loss: 0.0311505 | Time: 2802.9 ms
[2022-03-08 04:49:53 main:574] : INFO : Epoch 1869 | loss: 0.0311352 | val_loss: 0.0311536 | Time: 2462.76 ms
[2022-03-08 04:49:56 main:574] : INFO : Epoch 1870 | loss: 0.0311327 | val_loss: 0.0311564 | Time: 2774.92 ms
[2022-03-08 04:49:59 main:574] : INFO : Epoch 1871 | loss: 0.0311369 | val_loss: 0.0311524 | Time: 2588.48 ms
[2022-03-08 04:50:02 main:574] : INFO : Epoch 1872 | loss: 0.0311352 | val_loss: 0.0311483 | Time: 3216.79 ms
[2022-03-08 04:50:05 main:574] : INFO : Epoch 1873 | loss: 0.0311355 | val_loss: 0.0311518 | Time: 2873.83 ms
[2022-03-08 04:50:08 main:574] : INFO : Epoch 1874 | loss: 0.0311399 | val_loss: 0.0311606 | Time: 2979.86 ms
[2022-03-08 04:50:10 main:574] : INFO : Epoch 1875 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 2472.95 ms
[2022-03-08 04:50:13 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311558 | Time: 2824.64 ms
[2022-03-08 04:50:16 main:574] : INFO : Epoch 1877 | loss: 0.0311547 | val_loss: 0.0311557 | Time: 2636.94 ms
[2022-03-08 04:50:18 main:574] : INFO : Epoch 1878 | loss: 0.0311513 | val_loss: 0.0311545 | Time: 2565.92 ms
[2022-03-08 04:50:21 main:574] : INFO : Epoch 1879 | loss: 0.0311499 | val_loss: 0.0311595 | Time: 2734.8 ms
[2022-03-08 04:50:24 main:574] : INFO : Epoch 1880 | loss: 0.0311517 | val_loss: 0.0311573 | Time: 2930.65 ms
[2022-03-08 04:50:27 main:574] : INFO : Epoch 1881 | loss: 0.0311477 | val_loss: 0.0311553 | Time: 2835.94 ms
[2022-03-08 04:50:30 main:574] : INFO : Epoch 1882 | loss: 0.0311448 | val_loss: 0.0311556 | Time: 3052.33 ms
[2022-03-08 04:50:33 main:574] : INFO : Epoch 1883 | loss: 0.0311445 | val_loss: 0.0311526 | Time: 2916.91 ms
[2022-03-08 04:50:35 main:574] : INFO : Epoch 1884 | loss: 0.0311437 | val_loss: 0.0311569 | Time: 2371.48 ms
[2022-03-08 04:50:38 main:574] : INFO : Epoch 1885 | loss: 0.0311424 | val_loss: 0.0311567 | Time: 2405.9 ms
[2022-03-08 04:50:41 main:574] : INFO : Epoch 1886 | loss: 0.0311419 | val_loss: 0.0311529 | Time: 2878.29 ms
[2022-03-08 04:50:43 main:574] : INFO : Epoch 1887 | loss: 0.0311418 | val_loss: 0.0311538 | Time: 2727.59 ms
[2022-03-08 04:50:46 main:574] : INFO : Epoch 1888 | loss: 0.0311406 | val_loss: 0.0311526 | Time: 2665.16 ms
[2022-03-08 04:50:49 main:574] : INFO : Epoch 1889 | loss: 0.0311428 | val_loss: 0.0311529 | Time: 2765.79 ms
[2022-03-08 04:50:51 main:574] : INFO : Epoch 1890 | loss: 0.0311448 | val_loss: 0.0311497 | Time: 2417.18 ms
[2022-03-08 04:50:55 main:574] : INFO : Epoch 1891 | loss: 0.0311435 | val_loss: 0.0311504 | Time: 3354.41 ms
[2022-03-08 04:50:58 main:574] : INFO : Epoch 1892 | loss: 0.0311405 | val_loss: 0.0311504 | Time: 2817.42 ms
[2022-03-08 04:51:01 main:574] : INFO : Epoch 1893 | loss: 0.0311418 | val_loss: 0.0311496 | Time: 3248.23 ms
[2022-03-08 04:51:04 main:574] : INFO : Epoch 1894 | loss: 0.0311422 | val_loss: 0.0311527 | Time: 2790.93 ms
[2022-03-08 04:51:07 main:574] : INFO : Epoch 1895 | loss: 0.0311418 | val_loss: 0.0311501 | Time: 2782.61 ms
[2022-03-08 04:51:09 main:574] : INFO : Epoch 1896 | loss: 0.0311397 | val_loss: 0.0311481 | Time: 2721.02 ms
[2022-03-08 04:51:12 main:574] : INFO : Epoch 1897 | loss: 0.031139 | val_loss: 0.0311531 | Time: 2757.83 ms
[2022-03-08 04:51:15 main:574] : INFO : Epoch 1898 | loss: 0.0311382 | val_loss: 0.0311521 | Time: 2547.18 ms
[2022-03-08 04:51:18 main:574] : INFO : Epoch 1899 | loss: 0.0311381 | val_loss: 0.0311546 | Time: 2888.97 ms
[2022-03-08 04:51:21 main:574] : INFO : Epoch 1900 | loss: 0.0311377 | val_loss: 0.0311509 | Time: 2803.95 ms
[2022-03-08 04:51:23 main:574] : INFO : Epoch 1901 | loss: 0.0311363 | val_loss: 0.0311484 | Time: 2414.73 ms
[2022-03-08 04:51:25 main:574] : INFO : Epoch 1902 | loss: 0.0311451 | val_loss: 0.0311537 | Time: 2400.09 ms
[2022-03-08 04:51:28 main:574] : INFO : Epoch 1903 | loss: 0.0311464 | val_loss: 0.0311568 | Time: 2414.64 ms
[2022-03-08 04:51:30 main:574] : INFO : Epoch 1904 | loss: 0.031151 | val_loss: 0.0311556 | Time: 2351.23 ms
[2022-03-08 04:51:33 main:574] : INFO : Epoch 1905 | loss: 0.0311479 | val_loss: 0.0311524 | Time: 2438.57 ms
[2022-03-08 04:51:35 main:574] : INFO : Epoch 1906 | loss: 0.0311444 | val_loss: 0.0311519 | Time: 2523.65 ms
[2022-03-08 04:51:38 main:574] : INFO : Epoch 1907 | loss: 0.0311428 | val_loss: 0.0311519 | Time: 2662.49 ms
[2022-03-08 04:51:41 main:574] : INFO : Epoch 1908 | loss: 0.0311417 | val_loss: 0.0311492 | Time: 2562.54 ms
[2022-03-08 04:51:44 main:574] : INFO : Epoch 1909 | loss: 0.0311433 | val_loss: 0.0311528 | Time: 3767.57 ms
[2022-03-08 04:51:47 main:574] : INFO : Epoch 1910 | loss: 0.0311429 | val_loss: 0.0311542 | Time: 2602.72 ms
[2022-03-08 04:51:49 main:574] : INFO : Epoch 1911 | loss: 0.0311405 | val_loss: 0.0311513 | Time: 2433.04 ms
[2022-03-08 04:51:52 main:574] : INFO : Epoch 1912 | loss: 0.0311401 | val_loss: 0.0311509 | Time: 2920.06 ms
[2022-03-08 04:51:55 main:574] : INFO : Epoch 1913 | loss: 0.0311388 | val_loss: 0.0311497 | Time: 2845.96 ms
[2022-03-08 04:51:58 main:574] : INFO : Epoch 1914 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 2828.82 ms
[2022-03-08 04:52:01 main:574] : INFO : Epoch 1915 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 2553.5 ms
[2022-03-08 04:52:03 main:574] : INFO : Epoch 1916 | loss: 0.0311379 | val_loss: 0.0311526 | Time: 2584.64 ms
[2022-03-08 04:52:06 main:574] : INFO : Epoch 1917 | loss: 0.0311384 | val_loss: 0.0311509 | Time: 2842.25 ms
[2022-03-08 04:52:09 main:574] : INFO : Epoch 1918 | loss: 0.0311386 | val_loss: 0.0311525 | Time: 2789.93 ms
[2022-03-08 04:52:12 main:574] : INFO : Epoch 1919 | loss: 0.0311411 | val_loss: 0.0311518 | Time: 2557.43 ms
[2022-03-08 04:52:14 main:574] : INFO : Epoch 1920 | loss: 0.031137 | val_loss: 0.0311514 | Time: 2531.18 ms
[2022-03-08 04:52:17 main:574] : INFO : Epoch 1921 | loss: 0.0311369 | val_loss: 0.0311565 | Time: 2471.51 ms
[2022-03-08 04:52:19 main:574] : INFO : Epoch 1922 | loss: 0.031145 | val_loss: 0.0311562 | Time: 2465.6 ms
[2022-03-08 04:52:22 main:574] : INFO : Epoch 1923 | loss: 0.0311432 | val_loss: 0.0311543 | Time: 3029.34 ms
[2022-03-08 04:52:25 main:574] : INFO : Epoch 1924 | loss: 0.0311408 | val_loss: 0.0311582 | Time: 2590.15 ms
[2022-03-08 04:52:28 main:574] : INFO : Epoch 1925 | loss: 0.0311401 | val_loss: 0.0311554 | Time: 3001.42 ms
[2022-03-08 04:52:31 main:574] : INFO : Epoch 1926 | loss: 0.0311394 | val_loss: 0.031155 | Time: 2544.6 ms
[2022-03-08 04:52:33 main:574] : INFO : Epoch 1927 | loss: 0.0311406 | val_loss: 0.0311547 | Time: 2858.82 ms
[2022-03-08 04:52:36 main:574] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.0311558 | Time: 2502.08 ms
[2022-03-08 04:52:39 main:574] : INFO : Epoch 1929 | loss: 0.0311416 | val_loss: 0.0311546 | Time: 2940.89 ms
[2022-03-08 04:52:42 main:574] : INFO : Epoch 1930 | loss: 0.0311425 | val_loss: 0.031154 | Time: 3166.7 ms
[2022-03-08 04:52:45 main:574] : INFO : Epoch 1931 | loss: 0.0311425 | val_loss: 0.0311571 | Time: 2925.59 ms
[2022-03-08 04:52:48 main:574] : INFO : Epoch 1932 | loss: 0.0311407 | val_loss: 0.0311555 | Time: 2979.37 ms
[2022-03-08 04:52:52 main:574] : INFO : Epoch 1933 | loss: 0.0311396 | val_loss: 0.0311545 | Time: 3759.01 ms
[2022-03-08 04:52:56 main:574] : INFO : Epoch 1934 | loss: 0.031141 | val_loss: 0.0311532 | Time: 3532.73 ms
[2022-03-08 04:52:58 main:574] : INFO : Epoch 1935 | loss: 0.0311408 | val_loss: 0.0311565 | Time: 2633.21 ms
[2022-03-08 04:53:01 main:574] : INFO : Epoch 1936 | loss: 0.0311398 | val_loss: 0.031157 | Time: 2703.82 ms
[2022-03-08 04:53:03 main:574] : INFO : Epoch 1937 | loss: 0.0311416 | val_loss: 0.0311563 | Time: 2511.76 ms
[2022-03-08 04:53:06 main:574] : INFO : Epoch 1938 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 2817.63 ms
[2022-03-08 04:53:09 main:574] : INFO : Epoch 1939 | loss: 0.031143 | val_loss: 0.0311572 | Time: 2511.87 ms
[2022-03-08 04:53:12 main:574] : INFO : Epoch 1940 | loss: 0.0311423 | val_loss: 0.031156 | Time: 3198.16 ms
[2022-03-08 04:53:15 main:574] : INFO : Epoch 1941 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 2919.32 ms
[2022-03-08 04:53:18 main:574] : INFO : Epoch 1942 | loss: 0.0311423 | val_loss: 0.0311576 | Time: 2841.99 ms
[2022-03-08 04:53:21 main:574] : INFO : Epoch 1943 | loss: 0.031143 | val_loss: 0.0311584 | Time: 2969.6 ms
[2022-03-08 04:53:24 main:574] : INFO : Epoch 1944 | loss: 0.031142 | val_loss: 0.0311589 | Time: 2627.56 ms
[2022-03-08 04:53:26 main:574] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 2713.36 ms
[2022-03-08 04:53:29 main:574] : INFO : Epoch 1946 | loss: 0.0311411 | val_loss: 0.0311591 | Time: 2521.15 ms
[2022-03-08 04:53:32 main:574] : INFO : Epoch 1947 | loss: 0.0311429 | val_loss: 0.0311567 | Time: 2537.65 ms
[2022-03-08 04:53:34 main:574] : INFO : Epoch 1948 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 2850.41 ms
[2022-03-08 04:53:37 main:574] : INFO : Epoch 1949 | loss: 0.0311474 | val_loss: 0.031159 | Time: 2968.77 ms
[2022-03-08 04:53:40 main:574] : INFO : Epoch 1950 | loss: 0.031145 | val_loss: 0.0311556 | Time: 2659.41 ms
[2022-03-08 04:53:43 main:574] : INFO : Epoch 1951 | loss: 0.0311418 | val_loss: 0.0311581 | Time: 2670.79 ms
[2022-03-08 04:53:46 main:574] : INFO : Epoch 1952 | loss: 0.0311408 | val_loss: 0.0311569 | Time: 2653.34 ms
[2022-03-08 04:53:48 main:574] : INFO : Epoch 1953 | loss: 0.0311407 | val_loss: 0.0311614 | Time: 2672.42 ms
[2022-03-08 04:53:51 main:574] : INFO : Epoch 1954 | loss: 0.0311417 | val_loss: 0.0311567 | Time: 2628.32 ms
[2022-03-08 04:53:54 main:574] : INFO : Epoch 1955 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 2721.06 ms
[2022-03-08 04:53:57 main:574] : INFO : Epoch 1956 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 2951.68 ms
[2022-03-08 04:54:00 main:574] : INFO : Epoch 1957 | loss: 0.0311442 | val_loss: 0.0311545 | Time: 2668.97 ms
[2022-03-08 04:54:02 main:574] : INFO : Epoch 1958 | loss: 0.0311426 | val_loss: 0.0311532 | Time: 2577.31 ms
[2022-03-08 04:54:05 main:574] : INFO : Epoch 1959 | loss: 0.0311406 | val_loss: 0.0311529 | Time: 2605 ms
[2022-03-08 04:54:07 main:574] : INFO : Epoch 1960 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 2614.94 ms
[2022-03-08 04:54:10 main:574] : INFO : Epoch 1961 | loss: 0.0311387 | val_loss: 0.0311546 | Time: 2648.22 ms
[2022-03-08 04:54:13 main:574] : INFO : Epoch 1962 | loss: 0.031137 | val_loss: 0.0311517 | Time: 2676.67 ms
[2022-03-08 04:54:16 main:574] : INFO : Epoch 1963 | loss: 0.0311363 | val_loss: 0.0311586 | Time: 2717.49 ms
[2022-03-08 04:54:18 main:574] : INFO : Epoch 1964 | loss: 0.0311377 | val_loss: 0.0311558 | Time: 2755.59 ms
[2022-03-08 04:54:21 main:574] : INFO : Epoch 1965 | loss: 0.0311376 | val_loss: 0.0311532 | Time: 2734.81 ms
[2022-03-08 04:54:24 main:574] : INFO : Epoch 1966 | loss: 0.0311387 | val_loss: 0.0311575 | Time: 2957.75 ms
[2022-03-08 04:54:27 main:574] : INFO : Epoch 1967 | loss: 0.0311396 | val_loss: 0.031162 | Time: 2829.8 ms
[2022-03-08 04:54:30 main:574] : INFO : Epoch 1968 | loss: 0.031136 | val_loss: 0.0311531 | Time: 2712.42 ms
[2022-03-08 04:54:33 main:574] : INFO : Epoch 1969 | loss: 0.0311373 | val_loss: 0.0311538 | Time: 2701.15 ms
[2022-03-08 04:54:35 main:574] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 2654.84 ms
[2022-03-08 04:54:38 main:574] : INFO : Epoch 1971 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 2672.63 ms
[2022-03-08 04:54:41 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311562 | Time: 2602.02 ms
[2022-03-08 04:54:43 main:574] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311615 | Time: 2572.23 ms
[2022-03-08 04:54:46 main:574] : INFO : Epoch 1974 | loss: 0.0311432 | val_loss: 0.0311551 | Time: 2793.09 ms
[2022-03-08 04:54:49 main:574] : INFO : Epoch 1975 | loss: 0.0311404 | val_loss: 0.0311547 | Time: 2674.66 ms
[2022-03-08 04:54:51 main:574] : INFO : Epoch 1976 | loss: 0.0311386 | val_loss: 0.0311586 | Time: 2534.42 ms
[2022-03-08 04:54:54 main:574] : INFO : Epoch 1977 | loss: 0.0311408 | val_loss: 0.0311575 | Time: 2551.28 ms
[2022-03-08 04:54:57 main:574] : INFO : Epoch 1978 | loss: 0.0311366 | val_loss: 0.0311567 | Time: 2529.39 ms
[2022-03-08 04:54:59 main:574] : INFO : Epoch 1979 | loss: 0.0311367 | val_loss: 0.0311585 | Time: 2556.92 ms
[2022-03-08 04:55:02 main:574] : INFO : Epoch 1980 | loss: 0.0311355 | val_loss: 0.0311585 | Time: 2538.71 ms
[2022-03-08 04:55:04 main:574] : INFO : Epoch 1981 | loss: 0.0311364 | val_loss: 0.0311625 | Time: 2549.4 ms
[2022-03-08 04:55:07 main:574] : INFO : Epoch 1982 | loss: 0.031136 | val_loss: 0.0311532 | Time: 2402.99 ms
[2022-03-08 04:55:09 main:574] : INFO : Epoch 1983 | loss: 0.031134 | val_loss: 0.0311544 | Time: 2322.39 ms
[2022-03-08 04:55:12 main:574] : INFO : Epoch 1984 | loss: 0.0311345 | val_loss: 0.0311526 | Time: 2399.65 ms
[2022-03-08 04:55:14 main:574] : INFO : Epoch 1985 | loss: 0.0311339 | val_loss: 0.0311522 | Time: 2582.07 ms
[2022-03-08 04:55:17 main:574] : INFO : Epoch 1986 | loss: 0.0311333 | val_loss: 0.0311543 | Time: 2424.87 ms
[2022-03-08 04:55:19 main:574] : INFO : Epoch 1987 | loss: 0.0311321 | val_loss: 0.0311535 | Time: 2409.5 ms
[2022-03-08 04:55:21 main:574] : INFO : Epoch 1988 | loss: 0.0311344 | val_loss: 0.0311624 | Time: 2347.69 ms
[2022-03-08 04:55:24 main:574] : INFO : Epoch 1989 | loss: 0.0311371 | val_loss: 0.031159 | Time: 2463.8 ms
[2022-03-08 04:55:26 main:574] : INFO : Epoch 1990 | loss: 0.0311363 | val_loss: 0.0311586 | Time: 2398.57 ms
[2022-03-08 04:55:29 main:574] : INFO : Epoch 1991 | loss: 0.0311349 | val_loss: 0.0311527 | Time: 2393.72 ms
[2022-03-08 04:55:31 main:574] : INFO : Epoch 1992 | loss: 0.0311313 | val_loss: 0.0311531 | Time: 2368.87 ms
[2022-03-08 04:55:33 main:574] : INFO : Epoch 1993 | loss: 0.0311303 | val_loss: 0.0311507 | Time: 2325.08 ms
[2022-03-08 04:55:36 main:574] : INFO : Epoch 1994 | loss: 0.0311308 | val_loss: 0.0311581 | Time: 2325.22 ms
[2022-03-08 04:55:38 main:574] : INFO : Epoch 1995 | loss: 0.0311343 | val_loss: 0.0311547 | Time: 2337.1 ms
[2022-03-08 04:55:41 main:574] : INFO : Epoch 1996 | loss: 0.0311325 | val_loss: 0.031153 | Time: 2494.83 ms
[2022-03-08 04:55:43 main:574] : INFO : Epoch 1997 | loss: 0.0311321 | val_loss: 0.0311551 | Time: 2352.39 ms
[2022-03-08 04:55:46 main:574] : INFO : Epoch 1998 | loss: 0.0311317 | val_loss: 0.0311558 | Time: 2316.34 ms
[2022-03-08 04:55:48 main:574] : INFO : Epoch 1999 | loss: 0.0311322 | val_loss: 0.0311596 | Time: 2298.9 ms
[2022-03-08 04:55:50 main:574] : INFO : Epoch 2000 | loss: 0.0311308 | val_loss: 0.0311529 | Time: 2296.04 ms
[2022-03-08 04:55:53 main:574] : INFO : Epoch 2001 | loss: 0.0311299 | val_loss: 0.0311539 | Time: 2340.01 ms
[2022-03-08 04:55:55 main:574] : INFO : Epoch 2002 | loss: 0.0311308 | val_loss: 0.0311543 | Time: 2279.86 ms
[2022-03-08 04:55:57 main:574] : INFO : Epoch 2003 | loss: 0.0311315 | val_loss: 0.0311544 | Time: 2343.73 ms
[2022-03-08 04:56:00 main:574] : INFO : Epoch 2004 | loss: 0.0311319 | val_loss: 0.0311543 | Time: 2358.05 ms
[2022-03-08 04:56:02 main:574] : INFO : Epoch 2005 | loss: 0.0311308 | val_loss: 0.0311536 | Time: 2537.65 ms
[2022-03-08 04:56:05 main:574] : INFO : Epoch 2006 | loss: 0.0311315 | val_loss: 0.0311533 | Time: 2348.74 ms
[2022-03-08 04:56:07 main:574] : INFO : Epoch 2007 | loss: 0.0311304 | val_loss: 0.0311553 | Time: 2307.67 ms
[2022-03-08 04:56:09 main:574] : INFO : Epoch 2008 | loss: 0.031131 | val_loss: 0.0311535 | Time: 2358.41 ms
[2022-03-08 04:56:12 main:574] : INFO : Epoch 2009 | loss: 0.0311343 | val_loss: 0.0311547 | Time: 2320.76 ms
[2022-03-08 04:56:14 main:574] : INFO : Epoch 2010 | loss: 0.0311371 | val_loss: 0.0311564 | Time: 2301.97 ms
[2022-03-08 04:56:17 main:574] : INFO : Epoch 2011 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 2312.76 ms
[2022-03-08 04:56:19 main:574] : INFO : Epoch 2012 | loss: 0.0311383 | val_loss: 0.0311534 | Time: 2349.69 ms
[2022-03-08 04:56:21 main:574] : INFO : Epoch 2013 | loss: 0.0311417 | val_loss: 0.0311558 | Time: 2334.84 ms
[2022-03-08 04:56:24 main:574] : INFO : Epoch 2014 | loss: 0.0311359 | val_loss: 0.0311578 | Time: 2406.14 ms
[2022-03-08 04:56:26 main:574] : INFO : Epoch 2015 | loss: 0.0311342 | val_loss: 0.0311547 | Time: 2663.26 ms
[2022-03-08 04:56:29 main:574] : INFO : Epoch 2016 | loss: 0.031135 | val_loss: 0.0311643 | Time: 2401.31 ms
[2022-03-08 04:56:31 main:574] : INFO : Epoch 2017 | loss: 0.031143 | val_loss: 0.031162 | Time: 2367.5 ms
[2022-03-08 04:56:34 main:574] : INFO : Epoch 2018 | loss: 0.0311415 | val_loss: 0.0311634 | Time: 2410.7 ms
[2022-03-08 04:56:36 main:574] : INFO : Epoch 2019 | loss: 0.0311384 | val_loss: 0.0311601 | Time: 2437.64 ms
[2022-03-08 04:56:39 main:574] : INFO : Epoch 2020 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 2423.36 ms
[2022-03-08 04:56:41 main:574] : INFO : Epoch 2021 | loss: 0.0311385 | val_loss: 0.031157 | Time: 2397.91 ms
[2022-03-08 04:56:44 main:574] : INFO : Epoch 2022 | loss: 0.0311382 | val_loss: 0.0311546 | Time: 2414.52 ms
[2022-03-08 04:56:46 main:574] : INFO : Epoch 2023 | loss: 0.0311386 | val_loss: 0.0311618 | Time: 2439.75 ms
[2022-03-08 04:56:48 main:574] : INFO : Epoch 2024 | loss: 0.0311393 | val_loss: 0.031156 | Time: 2446.48 ms
[2022-03-08 04:56:51 main:574] : INFO : Epoch 2025 | loss: 0.031137 | val_loss: 0.0311591 | Time: 2518.7 ms
[2022-03-08 04:56:54 main:574] : INFO : Epoch 2026 | loss: 0.0311372 | val_loss: 0.0311581 | Time: 2610.06 ms
[2022-03-08 04:56:56 main:574] : INFO : Epoch 2027 | loss: 0.031136 | val_loss: 0.031155 | Time: 2399.51 ms
[2022-03-08 04:56:59 main:574] : INFO : Epoch 2028 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 2475.39 ms
[2022-03-08 04:57:01 main:574] : INFO : Epoch 2029 | loss: 0.0311358 | val_loss: 0.0311565 | Time: 2380.73 ms
[2022-03-08 04:57:04 main:574] : INFO : Epoch 2030 | loss: 0.0311367 | val_loss: 0.0311588 | Time: 2420.09 ms
[2022-03-08 04:57:06 main:574] : INFO : Epoch 2031 | loss: 0.0311349 | val_loss: 0.031157 | Time: 2325.26 ms
[2022-03-08 04:57:08 main:574] : INFO : Epoch 2032 | loss: 0.0311347 | val_loss: 0.0311614 | Time: 2314.44 ms
[2022-03-08 04:57:11 main:574] : INFO : Epoch 2033 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 2330.34 ms
[2022-03-08 04:57:13 main:574] : INFO : Epoch 2034 | loss: 0.031136 | val_loss: 0.0311598 | Time: 2555.12 ms
[2022-03-08 04:57:16 main:574] : INFO : Epoch 2035 | loss: 0.0311351 | val_loss: 0.0311607 | Time: 2383.7 ms
[2022-03-08 04:57:18 main:574] : INFO : Epoch 2036 | loss: 0.0311392 | val_loss: 0.0311713 | Time: 2345.26 ms
[2022-03-08 04:57:20 main:574] : INFO : Epoch 2037 | loss: 0.031141 | val_loss: 0.0311587 | Time: 2314.92 ms
[2022-03-08 04:57:23 main:574] : INFO : Epoch 2038 | loss: 0.0311394 | val_loss: 0.0311534 | Time: 2351.08 ms
[2022-03-08 04:57:25 main:574] : INFO : Epoch 2039 | loss: 0.0311382 | val_loss: 0.0311547 | Time: 2365.5 ms
[2022-03-08 04:57:28 main:574] : INFO : Epoch 2040 | loss: 0.0311381 | val_loss: 0.0311526 | Time: 2349.72 ms
[2022-03-08 04:57:30 main:574] : INFO : Epoch 2041 | loss: 0.0311379 | val_loss: 0.0311605 | Time: 2363.45 ms
[2022-03-08 04:57:33 main:574] : INFO : Epoch 2042 | loss: 0.0311373 | val_loss: 0.0311545 | Time: 2564.13 ms
[2022-03-08 04:57:35 main:574] : INFO : Epoch 2043 | loss: 0.031136 | val_loss: 0.0311552 | Time: 2547.72 ms
[2022-03-08 04:57:37 main:574] : INFO : Epoch 2044 | loss: 0.0311366 | val_loss: 0.0311555 | Time: 2339.98 ms
[2022-03-08 04:57:40 main:574] : INFO : Epoch 2045 | loss: 0.0311364 | val_loss: 0.0311547 | Time: 2309.89 ms
[2022-03-08 04:57:42 main:574] : INFO : Epoch 2046 | loss: 0.0311373 | val_loss: 0.0311556 | Time: 2316.88 ms
[2022-03-08 04:57:44 main:574] : INFO : Epoch 2047 | loss: 0.0311341 | val_loss: 0.0311537 | Time: 2215.5 ms
[2022-03-08 04:57:47 main:574] : INFO : Epoch 2048 | loss: 0.0311326 | val_loss: 0.0311567 | Time: 2293.46 ms
[2022-03-08 04:57:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311567
[2022-03-08 04:57:47 main:603] : INFO : Saving end state to config to file
[2022-03-08 04:57:47 main:608] : INFO : Success, exiting..
04:57:47 (27148): 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)