Task 13545316
| Name | ParityModified-1647041169-23595-1-0_0 |
| Workunit | 10640096 |
| Created | 22 Mar 2022, 17:25:49 UTC |
| Sent | 30 Mar 2022, 15:27:01 UTC |
| Report deadline | 7 Apr 2022, 15:27:01 UTC |
| Received | 30 Mar 2022, 20:23:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19134 |
| Run time | 1 hours 36 min 15 sec |
| CPU time | 1 hours 34 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,506.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1578 | loss: 0.031103 | val_loss: 0.0311404 | Time: 2591.68 ms [2022-03-30 22:01:56 main:574] : INFO : Epoch 1579 | loss: 0.0311026 | val_loss: 0.03114 | Time: 2613.12 ms [2022-03-30 22:01:59 main:574] : INFO : Epoch 1580 | loss: 0.0311052 | val_loss: 0.0311375 | Time: 2634.62 ms [2022-03-30 22:02:01 main:574] : INFO : Epoch 1581 | loss: 0.0311012 | val_loss: 0.0311412 | Time: 2638.66 ms [2022-03-30 22:02:04 main:574] : INFO : Epoch 1582 | loss: 0.0311004 | val_loss: 0.0311413 | Time: 2551.36 ms [2022-03-30 22:02:07 main:574] : INFO : Epoch 1583 | loss: 0.0311083 | val_loss: 0.031133 | Time: 2586.72 ms [2022-03-30 22:02:09 main:574] : INFO : Epoch 1584 | loss: 0.0311057 | val_loss: 0.031137 | Time: 2687.46 ms [2022-03-30 22:02:12 main:574] : INFO : Epoch 1585 | loss: 0.0311132 | val_loss: 0.0311361 | Time: 2609.48 ms [2022-03-30 22:02:14 main:574] : INFO : Epoch 1586 | loss: 0.0311182 | val_loss: 0.031149 | Time: 2598.76 ms [2022-03-30 22:02:17 main:574] : INFO : Epoch 1587 | loss: 0.0311351 | val_loss: 0.0311393 | Time: 2695.94 ms [2022-03-30 22:02:20 main:574] : INFO : Epoch 1588 | loss: 0.0311272 | val_loss: 0.0311447 | Time: 2651.98 ms [2022-03-30 22:02:23 main:574] : INFO : Epoch 1589 | loss: 0.0311197 | val_loss: 0.0311382 | Time: 2695.7 ms [2022-03-30 22:02:25 main:574] : INFO : Epoch 1590 | loss: 0.0311195 | val_loss: 0.0311387 | Time: 2645.82 ms [2022-03-30 22:02:28 main:574] : INFO : Epoch 1591 | loss: 0.0311152 | val_loss: 0.0311391 | Time: 2611.84 ms [2022-03-30 22:02:30 main:574] : INFO : Epoch 1592 | loss: 0.0311129 | val_loss: 0.0311423 | Time: 2567.45 ms [2022-03-30 22:02:33 main:574] : INFO : Epoch 1593 | loss: 0.0311117 | val_loss: 0.0311377 | Time: 2730.24 ms [2022-03-30 22:02:36 main:574] : INFO : Epoch 1594 | loss: 0.0311102 | val_loss: 0.0311371 | Time: 2621.13 ms [2022-03-30 22:02:38 main:574] : INFO : Epoch 1595 | loss: 0.0311081 | val_loss: 0.0311362 | Time: 2592.8 ms [2022-03-30 22:02:41 main:574] : INFO : Epoch 1596 | loss: 0.0311069 | val_loss: 0.0311433 | Time: 2628.97 ms [2022-03-30 22:02:44 main:574] : INFO : Epoch 1597 | loss: 0.0311072 | val_loss: 0.031139 | Time: 2628.99 ms [2022-03-30 22:02:46 main:574] : INFO : Epoch 1598 | loss: 0.0311064 | val_loss: 0.0311362 | Time: 2631.82 ms [2022-03-30 22:02:49 main:574] : INFO : Epoch 1599 | loss: 0.0311046 | val_loss: 0.0311383 | Time: 2590.32 ms [2022-03-30 22:02:51 main:574] : INFO : Epoch 1600 | loss: 0.0311036 | val_loss: 0.0311411 | Time: 2584.42 ms [2022-03-30 22:02:54 main:574] : INFO : Epoch 1601 | loss: 0.0311044 | val_loss: 0.0311398 | Time: 2669.1 ms [2022-03-30 22:02:57 main:574] : INFO : Epoch 1602 | loss: 0.0311028 | val_loss: 0.0311401 | Time: 2794.15 ms [2022-03-30 22:02:59 main:574] : INFO : Epoch 1603 | loss: 0.0310997 | val_loss: 0.031138 | Time: 2575.56 ms [2022-03-30 22:03:02 main:574] : INFO : Epoch 1604 | loss: 0.0311006 | val_loss: 0.0311403 | Time: 2627.32 ms [2022-03-30 22:03:05 main:574] : INFO : Epoch 1605 | loss: 0.0311004 | val_loss: 0.031137 | Time: 2601.98 ms [2022-03-30 22:03:07 main:574] : INFO : Epoch 1606 | loss: 0.0311041 | val_loss: 0.0311397 | Time: 2600.71 ms [2022-03-30 22:03:10 main:574] : INFO : Epoch 1607 | loss: 0.0311033 | val_loss: 0.0311483 | Time: 2544 ms [2022-03-30 22:03:13 main:574] : INFO : Epoch 1608 | loss: 0.031104 | val_loss: 0.0311354 | Time: 2660.63 ms [2022-03-30 22:03:15 main:574] : INFO : Epoch 1609 | loss: 0.0311013 | val_loss: 0.0311362 | Time: 2641.36 ms [2022-03-30 22:03:18 main:574] : INFO : Epoch 1610 | loss: 0.0311028 | val_loss: 0.0311393 | Time: 2634.88 ms [2022-03-30 22:03:21 main:574] : INFO : Epoch 1611 | loss: 0.0311038 | val_loss: 0.0311463 | Time: 2640.41 ms [2022-03-30 22:03:23 main:574] : INFO : Epoch 1612 | loss: 0.0311094 | val_loss: 0.0311357 | Time: 2568.37 ms [2022-03-30 22:03:26 main:574] : INFO : Epoch 1613 | loss: 0.0311037 | val_loss: 0.0311372 | Time: 2668.31 ms [2022-03-30 22:03:28 main:574] : INFO : Epoch 1614 | loss: 0.0311024 | val_loss: 0.0311374 | Time: 2633.43 ms [2022-03-30 22:03:31 main:574] : INFO : Epoch 1615 | loss: 0.0311012 | val_loss: 0.0311374 | Time: 2635.95 ms [2022-03-30 22:03:34 main:574] : INFO : Epoch 1616 | loss: 0.0310996 | val_loss: 0.0311403 | Time: 2533.44 ms [2022-03-30 22:03:36 main:574] : INFO : Epoch 1617 | loss: 0.0311047 | val_loss: 0.0311458 | Time: 2574.55 ms [2022-03-30 22:03:39 main:574] : INFO : Epoch 1618 | loss: 0.031106 | val_loss: 0.0311406 | Time: 2636.97 ms [2022-03-30 22:03:41 main:574] : INFO : Epoch 1619 | loss: 0.0311015 | val_loss: 0.0311396 | Time: 2595.71 ms [2022-03-30 22:03:44 main:574] : INFO : Epoch 1620 | loss: 0.0310975 | val_loss: 0.0311347 | Time: 2631.37 ms [2022-03-30 22:03:47 main:574] : INFO : Epoch 1621 | loss: 0.0310981 | val_loss: 0.0311434 | Time: 2675.82 ms [2022-03-30 22:03:49 main:574] : INFO : Epoch 1622 | loss: 0.0310998 | val_loss: 0.0311371 | Time: 2615.35 ms [2022-03-30 22:03:52 main:574] : INFO : Epoch 1623 | loss: 0.0311015 | val_loss: 0.0311306 | Time: 2673.34 ms [2022-03-30 22:03:55 main:574] : INFO : Epoch 1624 | loss: 0.0311013 | val_loss: 0.0311434 | Time: 2705.6 ms [2022-03-30 22:03:57 main:574] : INFO : Epoch 1625 | loss: 0.0310989 | val_loss: 0.0311447 | Time: 2644.95 ms [2022-03-30 22:04:00 main:574] : INFO : Epoch 1626 | loss: 0.0310985 | val_loss: 0.0311479 | Time: 2642.53 ms [2022-03-30 22:04:03 main:574] : INFO : Epoch 1627 | loss: 0.0310983 | val_loss: 0.031139 | Time: 2709.6 ms [2022-03-30 22:04:05 main:574] : INFO : Epoch 1628 | loss: 0.0310986 | val_loss: 0.0311389 | Time: 2613.65 ms [2022-03-30 22:04:08 main:574] : INFO : Epoch 1629 | loss: 0.0310986 | val_loss: 0.031137 | Time: 2681.66 ms [2022-03-30 22:04:11 main:574] : INFO : Epoch 1630 | loss: 0.0310988 | val_loss: 0.0311382 | Time: 2634.61 ms [2022-03-30 22:04:13 main:574] : INFO : Epoch 1631 | loss: 0.0311098 | val_loss: 0.0311441 | Time: 2705.54 ms [2022-03-30 22:04:16 main:574] : INFO : Epoch 1632 | loss: 0.0311125 | val_loss: 0.0311396 | Time: 2649.88 ms [2022-03-30 22:04:19 main:574] : INFO : Epoch 1633 | loss: 0.0311076 | val_loss: 0.0311395 | Time: 2597.44 ms [2022-03-30 22:04:21 main:574] : INFO : Epoch 1634 | loss: 0.0311079 | val_loss: 0.0311446 | Time: 2649.26 ms [2022-03-30 22:04:24 main:574] : INFO : Epoch 1635 | loss: 0.0311043 | val_loss: 0.0311447 | Time: 2650.71 ms [2022-03-30 22:04:27 main:574] : INFO : Epoch 1636 | loss: 0.0311078 | val_loss: 0.0311462 | Time: 2545.35 ms [2022-03-30 22:04:29 main:574] : INFO : Epoch 1637 | loss: 0.0311072 | val_loss: 0.0311441 | Time: 2546.92 ms [2022-03-30 22:04:32 main:574] : INFO : Epoch 1638 | loss: 0.0311058 | val_loss: 0.0311374 | Time: 2535.72 ms [2022-03-30 22:04:34 main:574] : INFO : Epoch 1639 | loss: 0.0311062 | val_loss: 0.031139 | Time: 2565.22 ms [2022-03-30 22:04:37 main:574] : INFO : Epoch 1640 | loss: 0.0311054 | val_loss: 0.0311364 | Time: 2660.86 ms [2022-03-30 22:04:40 main:574] : INFO : Epoch 1641 | loss: 0.0311 | val_loss: 0.0311442 | Time: 2650.59 ms [2022-03-30 22:04:42 main:574] : INFO : Epoch 1642 | loss: 0.0311038 | val_loss: 0.0311424 | Time: 2577.44 ms [2022-03-30 22:04:45 main:574] : INFO : Epoch 1643 | loss: 0.0311058 | val_loss: 0.0311344 | Time: 2598.98 ms [2022-03-30 22:04:47 main:574] : INFO : Epoch 1644 | loss: 0.0311078 | val_loss: 0.0311417 | Time: 2676.38 ms [2022-03-30 22:04:50 main:574] : INFO : Epoch 1645 | loss: 0.0311166 | val_loss: 0.0311637 | Time: 2669.41 ms [2022-03-30 22:04:53 main:574] : INFO : Epoch 1646 | loss: 0.0312293 | val_loss: 0.0313783 | Time: 2657.3 ms [2022-03-30 22:04:55 main:574] : INFO : Epoch 1647 | loss: 0.0318396 | val_loss: 0.0325191 | Time: 2680.14 ms [2022-03-30 22:04:58 main:574] : INFO : Epoch 1648 | loss: 0.0340857 | val_loss: 0.0327759 | Time: 2708.84 ms [2022-03-30 22:05:01 main:574] : INFO : Epoch 1649 | loss: 0.0319548 | val_loss: 0.0314981 | Time: 2589.61 ms [2022-03-30 22:05:03 main:574] : INFO : Epoch 1650 | loss: 0.0313435 | val_loss: 0.0312604 | Time: 2580.27 ms [2022-03-30 22:05:06 main:574] : INFO : Epoch 1651 | loss: 0.0312093 | val_loss: 0.0311794 | Time: 2618.42 ms [2022-03-30 22:05:09 main:574] : INFO : Epoch 1652 | loss: 0.0311637 | val_loss: 0.031155 | Time: 2646.55 ms [2022-03-30 22:05:11 main:574] : INFO : Epoch 1653 | loss: 0.031145 | val_loss: 0.0311479 | Time: 2693.17 ms [2022-03-30 22:05:14 main:574] : INFO : Epoch 1654 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 2722.1 ms [2022-03-30 22:05:17 main:574] : INFO : Epoch 1655 | loss: 0.0311433 | val_loss: 0.0311428 | Time: 2705.96 ms [2022-03-30 22:05:19 main:574] : INFO : Epoch 1656 | loss: 0.0311354 | val_loss: 0.03115 | Time: 2647.14 ms [2022-03-30 22:05:22 main:574] : INFO : Epoch 1657 | loss: 0.0311388 | val_loss: 0.0311471 | Time: 2685.11 ms [2022-03-30 22:05:25 main:574] : INFO : Epoch 1658 | loss: 0.0311407 | val_loss: 0.0311465 | Time: 2735.18 ms [2022-03-30 22:05:27 main:574] : INFO : Epoch 1659 | loss: 0.0311394 | val_loss: 0.0311466 | Time: 2623.08 ms [2022-03-30 22:05:30 main:574] : INFO : Epoch 1660 | loss: 0.0311375 | val_loss: 0.0311457 | Time: 2603.5 ms [2022-03-30 22:05:33 main:574] : INFO : Epoch 1661 | loss: 0.0311363 | val_loss: 0.0311443 | Time: 2526.63 ms [2022-03-30 22:05:35 main:574] : INFO : Epoch 1662 | loss: 0.0311366 | val_loss: 0.031147 | Time: 2626.58 ms [2022-03-30 22:05:38 main:574] : INFO : Epoch 1663 | loss: 0.0311375 | val_loss: 0.0311472 | Time: 2655.12 ms [2022-03-30 22:05:41 main:574] : INFO : Epoch 1664 | loss: 0.0311315 | val_loss: 0.0311406 | Time: 2607.96 ms [2022-03-30 22:05:43 main:574] : INFO : Epoch 1665 | loss: 0.0311293 | val_loss: 0.0311434 | Time: 2576.88 ms [2022-03-30 22:05:46 main:574] : INFO : Epoch 1666 | loss: 0.0311324 | val_loss: 0.0311498 | Time: 2626.76 ms [2022-03-30 22:05:48 main:574] : INFO : Epoch 1667 | loss: 0.0311309 | val_loss: 0.0311453 | Time: 2571.7 ms [2022-03-30 22:05:51 main:574] : INFO : Epoch 1668 | loss: 0.0311293 | val_loss: 0.0311437 | Time: 2625.57 ms [2022-03-30 22:05:53 main:574] : INFO : Epoch 1669 | loss: 0.0311298 | val_loss: 0.0311458 | Time: 2532.4 ms [2022-03-30 22:05:56 main:574] : INFO : Epoch 1670 | loss: 0.0311345 | val_loss: 0.031147 | Time: 2445.2 ms [2022-03-30 22:05:59 main:574] : INFO : Epoch 1671 | loss: 0.0311301 | val_loss: 0.0311538 | Time: 2619.78 ms [2022-03-30 22:06:01 main:574] : INFO : Epoch 1672 | loss: 0.0311492 | val_loss: 0.0311556 | Time: 2534.82 ms [2022-03-30 22:06:04 main:574] : INFO : Epoch 1673 | loss: 0.0311499 | val_loss: 0.0311498 | Time: 2593.61 ms [2022-03-30 22:06:06 main:574] : INFO : Epoch 1674 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 2584.42 ms [2022-03-30 22:06:09 main:574] : INFO : Epoch 1675 | loss: 0.0311375 | val_loss: 0.0311479 | Time: 2548.34 ms [2022-03-30 22:06:11 main:574] : INFO : Epoch 1676 | loss: 0.0311293 | val_loss: 0.0311428 | Time: 2607.14 ms [2022-03-30 22:06:14 main:574] : INFO : Epoch 1677 | loss: 0.0311262 | val_loss: 0.0311419 | Time: 2593.33 ms [2022-03-30 22:06:17 main:574] : INFO : Epoch 1678 | loss: 0.0311262 | val_loss: 0.0311451 | Time: 2603.96 ms [2022-03-30 22:06:19 main:574] : INFO : Epoch 1679 | loss: 0.0311251 | val_loss: 0.0311408 | Time: 2511.2 ms [2022-03-30 22:06:22 main:574] : INFO : Epoch 1680 | loss: 0.0311247 | val_loss: 0.0311515 | Time: 2664.6 ms [2022-03-30 22:06:25 main:574] : INFO : Epoch 1681 | loss: 0.0311263 | val_loss: 0.0311459 | Time: 2701.52 ms [2022-03-30 22:06:27 main:574] : INFO : Epoch 1682 | loss: 0.0311252 | val_loss: 0.0311463 | Time: 2577.9 ms [2022-03-30 22:06:30 main:574] : INFO : Epoch 1683 | loss: 0.0311209 | val_loss: 0.0311381 | Time: 2569.29 ms [2022-03-30 22:06:32 main:574] : INFO : Epoch 1684 | loss: 0.0311234 | val_loss: 0.0311365 | Time: 2524.04 ms [2022-03-30 22:06:35 main:574] : INFO : Epoch 1685 | loss: 0.0311217 | val_loss: 0.0311392 | Time: 2576.26 ms [2022-03-30 22:06:37 main:574] : INFO : Epoch 1686 | loss: 0.0311252 | val_loss: 0.0311478 | Time: 2580.59 ms [2022-03-30 22:06:40 main:574] : INFO : Epoch 1687 | loss: 0.0311249 | val_loss: 0.0311451 | Time: 2626.77 ms [2022-03-30 22:06:43 main:574] : INFO : Epoch 1688 | loss: 0.0311179 | val_loss: 0.0311371 | Time: 2675.98 ms [2022-03-30 22:06:45 main:574] : INFO : Epoch 1689 | loss: 0.0311155 | val_loss: 0.0311382 | Time: 2622.93 ms [2022-03-30 22:06:48 main:574] : INFO : Epoch 1690 | loss: 0.0311168 | val_loss: 0.0311377 | Time: 2677.65 ms [2022-03-30 22:06:51 main:574] : INFO : Epoch 1691 | loss: 0.0311151 | val_loss: 0.0311358 | Time: 2564.09 ms [2022-03-30 22:06:53 main:574] : INFO : Epoch 1692 | loss: 0.0311134 | val_loss: 0.0311366 | Time: 2691.68 ms [2022-03-30 22:06:56 main:574] : INFO : Epoch 1693 | loss: 0.0311146 | val_loss: 0.0311423 | Time: 2706.3 ms [2022-03-30 22:06:59 main:574] : INFO : Epoch 1694 | loss: 0.0311125 | val_loss: 0.0311353 | Time: 2578.04 ms [2022-03-30 22:07:01 main:574] : INFO : Epoch 1695 | loss: 0.0311163 | val_loss: 0.0311353 | Time: 2594.84 ms [2022-03-30 22:07:04 main:574] : INFO : Epoch 1696 | loss: 0.0311141 | val_loss: 0.0311371 | Time: 2646.35 ms [2022-03-30 22:07:07 main:574] : INFO : Epoch 1697 | loss: 0.0311122 | val_loss: 0.0311422 | Time: 2640.99 ms [2022-03-30 22:07:09 main:574] : INFO : Epoch 1698 | loss: 0.0311165 | val_loss: 0.0311464 | Time: 2540.36 ms [2022-03-30 22:07:12 main:574] : INFO : Epoch 1699 | loss: 0.0311153 | val_loss: 0.0311463 | Time: 2584.32 ms [2022-03-30 22:07:14 main:574] : INFO : Epoch 1700 | loss: 0.0311165 | val_loss: 0.031137 | Time: 2556 ms [2022-03-30 22:07:17 main:574] : INFO : Epoch 1701 | loss: 0.0311121 | val_loss: 0.0311413 | Time: 2597.43 ms [2022-03-30 22:07:20 main:574] : INFO : Epoch 1702 | loss: 0.0311102 | val_loss: 0.0311361 | Time: 2706.38 ms [2022-03-30 22:07:22 main:574] : INFO : Epoch 1703 | loss: 0.0311104 | val_loss: 0.0311398 | Time: 2671.13 ms [2022-03-30 22:07:25 main:574] : INFO : Epoch 1704 | loss: 0.0311109 | val_loss: 0.0311403 | Time: 2592.18 ms [2022-03-30 22:07:27 main:574] : INFO : Epoch 1705 | loss: 0.0311121 | val_loss: 0.0311375 | Time: 2561.4 ms [2022-03-30 22:07:30 main:574] : INFO : Epoch 1706 | loss: 0.0311148 | val_loss: 0.0311415 | Time: 2629.69 ms [2022-03-30 22:07:33 main:574] : INFO : Epoch 1707 | loss: 0.0311116 | val_loss: 0.0311369 | Time: 2645.17 ms [2022-03-30 22:07:35 main:574] : INFO : Epoch 1708 | loss: 0.0311175 | val_loss: 0.0311408 | Time: 2636.52 ms [2022-03-30 22:07:38 main:574] : INFO : Epoch 1709 | loss: 0.0311188 | val_loss: 0.0311468 | Time: 2623.45 ms [2022-03-30 22:07:41 main:574] : INFO : Epoch 1710 | loss: 0.0311203 | val_loss: 0.0311398 | Time: 2717.34 ms [2022-03-30 22:07:43 main:574] : INFO : Epoch 1711 | loss: 0.0311229 | val_loss: 0.0311458 | Time: 2657.81 ms [2022-03-30 22:07:46 main:574] : INFO : Epoch 1712 | loss: 0.0311192 | val_loss: 0.0311423 | Time: 2689.84 ms [2022-03-30 22:07:49 main:574] : INFO : Epoch 1713 | loss: 0.0311142 | val_loss: 0.0311388 | Time: 2592.72 ms [2022-03-30 22:07:51 main:574] : INFO : Epoch 1714 | loss: 0.0311171 | val_loss: 0.031142 | Time: 2682.1 ms [2022-03-30 22:07:54 main:574] : INFO : Epoch 1715 | loss: 0.0311168 | val_loss: 0.031139 | Time: 2670 ms [2022-03-30 22:07:57 main:574] : INFO : Epoch 1716 | loss: 0.0311137 | val_loss: 0.0311382 | Time: 2661.6 ms [2022-03-30 22:07:59 main:574] : INFO : Epoch 1717 | loss: 0.0311181 | val_loss: 0.0311406 | Time: 2641.24 ms [2022-03-30 22:08:02 main:574] : INFO : Epoch 1718 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 2621.81 ms [2022-03-30 22:08:05 main:574] : INFO : Epoch 1719 | loss: 0.0311734 | val_loss: 0.0311693 | Time: 2587.01 ms [2022-03-30 22:08:07 main:574] : INFO : Epoch 1720 | loss: 0.0311605 | val_loss: 0.0311534 | Time: 2597.18 ms [2022-03-30 22:08:10 main:574] : INFO : Epoch 1721 | loss: 0.0311517 | val_loss: 0.0311524 | Time: 2671.8 ms [2022-03-30 22:08:12 main:574] : INFO : Epoch 1722 | loss: 0.0311492 | val_loss: 0.0311548 | Time: 2493.6 ms [2022-03-30 22:08:15 main:574] : INFO : Epoch 1723 | loss: 0.0311488 | val_loss: 0.0311479 | Time: 2661.36 ms [2022-03-30 22:08:18 main:574] : INFO : Epoch 1724 | loss: 0.031146 | val_loss: 0.0311461 | Time: 2627.41 ms [2022-03-30 22:08:20 main:574] : INFO : Epoch 1725 | loss: 0.0311421 | val_loss: 0.0311447 | Time: 2583.22 ms [2022-03-30 22:08:23 main:574] : INFO : Epoch 1726 | loss: 0.0311434 | val_loss: 0.0311454 | Time: 2684.1 ms [2022-03-30 22:08:26 main:574] : INFO : Epoch 1727 | loss: 0.0311438 | val_loss: 0.0311393 | Time: 2729.14 ms [2022-03-30 22:08:28 main:574] : INFO : Epoch 1728 | loss: 0.0311417 | val_loss: 0.0311437 | Time: 2647.19 ms [2022-03-30 22:08:31 main:574] : INFO : Epoch 1729 | loss: 0.0311388 | val_loss: 0.0311396 | Time: 2690.35 ms [2022-03-30 22:08:34 main:574] : INFO : Epoch 1730 | loss: 0.031134 | val_loss: 0.0311423 | Time: 2719.25 ms [2022-03-30 22:08:36 main:574] : INFO : Epoch 1731 | loss: 0.0311321 | val_loss: 0.0311385 | Time: 2610.89 ms [2022-03-30 22:08:39 main:574] : INFO : Epoch 1732 | loss: 0.0311302 | val_loss: 0.0311354 | Time: 2626.45 ms [2022-03-30 22:08:42 main:574] : INFO : Epoch 1733 | loss: 0.0311287 | val_loss: 0.0311374 | Time: 2575.7 ms [2022-03-30 22:08:44 main:574] : INFO : Epoch 1734 | loss: 0.0311291 | val_loss: 0.0311396 | Time: 2661.63 ms [2022-03-30 22:08:47 main:574] : INFO : Epoch 1735 | loss: 0.0311296 | val_loss: 0.0311441 | Time: 2624.22 ms [2022-03-30 22:08:50 main:574] : INFO : Epoch 1736 | loss: 0.031126 | val_loss: 0.0311387 | Time: 2619.49 ms [2022-03-30 22:08:52 main:574] : INFO : Epoch 1737 | loss: 0.031123 | val_loss: 0.0311381 | Time: 2548.26 ms [2022-03-30 22:08:55 main:574] : INFO : Epoch 1738 | loss: 0.0311225 | val_loss: 0.0311381 | Time: 2629.31 ms [2022-03-30 22:08:57 main:574] : INFO : Epoch 1739 | loss: 0.0311209 | val_loss: 0.0311359 | Time: 2670.18 ms [2022-03-30 22:09:00 main:574] : INFO : Epoch 1740 | loss: 0.0311202 | val_loss: 0.0311354 | Time: 2672.2 ms [2022-03-30 22:09:03 main:574] : INFO : Epoch 1741 | loss: 0.0311199 | val_loss: 0.0311353 | Time: 2560.25 ms [2022-03-30 22:09:05 main:574] : INFO : Epoch 1742 | loss: 0.0311204 | val_loss: 0.0311362 | Time: 2752.02 ms [2022-03-30 22:09:08 main:574] : INFO : Epoch 1743 | loss: 0.031119 | val_loss: 0.0311434 | Time: 2557.23 ms [2022-03-30 22:09:11 main:574] : INFO : Epoch 1744 | loss: 0.0311217 | val_loss: 0.0311429 | Time: 2648.27 ms [2022-03-30 22:09:13 main:574] : INFO : Epoch 1745 | loss: 0.0311251 | val_loss: 0.0311351 | Time: 2674.29 ms [2022-03-30 22:09:16 main:574] : INFO : Epoch 1746 | loss: 0.0311198 | val_loss: 0.0311359 | Time: 2588.42 ms [2022-03-30 22:09:19 main:574] : INFO : Epoch 1747 | loss: 0.031121 | val_loss: 0.0311415 | Time: 2636.79 ms [2022-03-30 22:09:21 main:574] : INFO : Epoch 1748 | loss: 0.0311258 | val_loss: 0.0311491 | Time: 2688.26 ms [2022-03-30 22:09:24 main:574] : INFO : Epoch 1749 | loss: 0.0311261 | val_loss: 0.0311429 | Time: 2557.59 ms [2022-03-30 22:09:26 main:574] : INFO : Epoch 1750 | loss: 0.0311238 | val_loss: 0.0311501 | Time: 2648.01 ms [2022-03-30 22:09:29 main:574] : INFO : Epoch 1751 | loss: 0.0311229 | val_loss: 0.0311443 | Time: 2637.1 ms [2022-03-30 22:09:32 main:574] : INFO : Epoch 1752 | loss: 0.0311223 | val_loss: 0.0311406 | Time: 2655.37 ms [2022-03-30 22:09:34 main:574] : INFO : Epoch 1753 | loss: 0.0311216 | val_loss: 0.0311367 | Time: 2586.3 ms [2022-03-30 22:09:37 main:574] : INFO : Epoch 1754 | loss: 0.031119 | val_loss: 0.0311369 | Time: 2633.38 ms [2022-03-30 22:09:40 main:574] : INFO : Epoch 1755 | loss: 0.0311245 | val_loss: 0.0311554 | Time: 2538.88 ms [2022-03-30 22:09:42 main:574] : INFO : Epoch 1756 | loss: 0.0311363 | val_loss: 0.031149 | Time: 2549.01 ms [2022-03-30 22:09:45 main:574] : INFO : Epoch 1757 | loss: 0.0311353 | val_loss: 0.0311451 | Time: 2595.49 ms [2022-03-30 22:09:47 main:574] : INFO : Epoch 1758 | loss: 0.0311268 | val_loss: 0.0311375 | Time: 2590.24 ms [2022-03-30 22:09:50 main:574] : INFO : Epoch 1759 | loss: 0.0311205 | val_loss: 0.0311416 | Time: 2618.27 ms [2022-03-30 22:09:53 main:574] : INFO : Epoch 1760 | loss: 0.0311214 | val_loss: 0.0311443 | Time: 2646.63 ms [2022-03-30 22:09:55 main:574] : INFO : Epoch 1761 | loss: 0.0311233 | val_loss: 0.0311343 | Time: 2704.57 ms [2022-03-30 22:09:58 main:574] : INFO : Epoch 1762 | loss: 0.0311174 | val_loss: 0.0311365 | Time: 2608.65 ms [2022-03-30 22:10:01 main:574] : INFO : Epoch 1763 | loss: 0.0311172 | val_loss: 0.0311381 | Time: 2743.37 ms [2022-03-30 22:10:03 main:574] : INFO : Epoch 1764 | loss: 0.031117 | val_loss: 0.0311343 | Time: 2747.9 ms [2022-03-30 22:10:06 main:574] : INFO : Epoch 1765 | loss: 0.0311151 | val_loss: 0.0311399 | Time: 2658.25 ms [2022-03-30 22:10:09 main:574] : INFO : Epoch 1766 | loss: 0.0311181 | val_loss: 0.0311352 | Time: 2614.57 ms [2022-03-30 22:10:11 main:574] : INFO : Epoch 1767 | loss: 0.0311192 | val_loss: 0.0311372 | Time: 2698.62 ms [2022-03-30 22:10:14 main:574] : INFO : Epoch 1768 | loss: 0.0311335 | val_loss: 0.031146 | Time: 2703.33 ms [2022-03-30 22:10:17 main:574] : INFO : Epoch 1769 | loss: 0.0311191 | val_loss: 0.0311358 | Time: 2665.66 ms [2022-03-30 22:10:19 main:574] : INFO : Epoch 1770 | loss: 0.0311151 | val_loss: 0.0311359 | Time: 2618.22 ms [2022-03-30 22:10:22 main:574] : INFO : Epoch 1771 | loss: 0.0311158 | val_loss: 0.0311392 | Time: 2543.8 ms [2022-03-30 22:10:25 main:574] : INFO : Epoch 1772 | loss: 0.0311116 | val_loss: 0.0311383 | Time: 2671.36 ms [2022-03-30 22:10:27 main:574] : INFO : Epoch 1773 | loss: 0.0311125 | val_loss: 0.0311363 | Time: 2671.07 ms [2022-03-30 22:10:30 main:574] : INFO : Epoch 1774 | loss: 0.0311153 | val_loss: 0.0311506 | Time: 2687.27 ms [2022-03-30 22:10:33 main:574] : INFO : Epoch 1775 | loss: 0.0311212 | val_loss: 0.0311371 | Time: 2646.27 ms [2022-03-30 22:10:35 main:574] : INFO : Epoch 1776 | loss: 0.0311145 | val_loss: 0.0311419 | Time: 2512.53 ms [2022-03-30 22:10:38 main:574] : INFO : Epoch 1777 | loss: 0.031114 | val_loss: 0.0311363 | Time: 2617.28 ms [2022-03-30 22:10:40 main:574] : INFO : Epoch 1778 | loss: 0.0311109 | val_loss: 0.0311354 | Time: 2497.56 ms [2022-03-30 22:10:43 main:574] : INFO : Epoch 1779 | loss: 0.0311115 | val_loss: 0.0311393 | Time: 2619.08 ms [2022-03-30 22:10:46 main:574] : INFO : Epoch 1780 | loss: 0.0311127 | val_loss: 0.0311367 | Time: 2669.18 ms [2022-03-30 22:10:48 main:574] : INFO : Epoch 1781 | loss: 0.0311119 | val_loss: 0.0311371 | Time: 2555.52 ms [2022-03-30 22:10:51 main:574] : INFO : Epoch 1782 | loss: 0.0311122 | val_loss: 0.0311393 | Time: 2612.03 ms [2022-03-30 22:10:54 main:574] : INFO : Epoch 1783 | loss: 0.0311111 | val_loss: 0.0311389 | Time: 2723.17 ms [2022-03-30 22:10:56 main:574] : INFO : Epoch 1784 | loss: 0.0311104 | val_loss: 0.0311377 | Time: 2660.22 ms [2022-03-30 22:10:59 main:574] : INFO : Epoch 1785 | loss: 0.0311183 | val_loss: 0.0311441 | Time: 2585.9 ms [2022-03-30 22:11:02 main:574] : INFO : Epoch 1786 | loss: 0.0311225 | val_loss: 0.0311457 | Time: 2689.06 ms [2022-03-30 22:11:04 main:574] : INFO : Epoch 1787 | loss: 0.0311197 | val_loss: 0.0311438 | Time: 2659.98 ms [2022-03-30 22:11:07 main:574] : INFO : Epoch 1788 | loss: 0.0311184 | val_loss: 0.0311429 | Time: 2587.69 ms [2022-03-30 22:11:09 main:574] : INFO : Epoch 1789 | loss: 0.0311145 | val_loss: 0.0311485 | Time: 2690.36 ms [2022-03-30 22:11:12 main:574] : INFO : Epoch 1790 | loss: 0.0311138 | val_loss: 0.0311434 | Time: 2643.62 ms [2022-03-30 22:11:15 main:574] : INFO : Epoch 1791 | loss: 0.0311144 | val_loss: 0.0311458 | Time: 2577.02 ms [2022-03-30 22:11:17 main:574] : INFO : Epoch 1792 | loss: 0.0311134 | val_loss: 0.0311425 | Time: 2583.27 ms [2022-03-30 22:11:20 main:574] : INFO : Epoch 1793 | loss: 0.0311144 | val_loss: 0.0311454 | Time: 2707.59 ms [2022-03-30 22:11:23 main:574] : INFO : Epoch 1794 | loss: 0.031115 | val_loss: 0.0311425 | Time: 2758.42 ms [2022-03-30 22:11:25 main:574] : INFO : Epoch 1795 | loss: 0.0311133 | val_loss: 0.0311418 | Time: 2610.17 ms [2022-03-30 22:11:28 main:574] : INFO : Epoch 1796 | loss: 0.0311182 | val_loss: 0.031146 | Time: 2636.26 ms [2022-03-30 22:11:31 main:574] : INFO : Epoch 1797 | loss: 0.0311203 | val_loss: 0.0311414 | Time: 2665.54 ms [2022-03-30 22:11:33 main:574] : INFO : Epoch 1798 | loss: 0.0311146 | val_loss: 0.0311402 | Time: 2639.81 ms [2022-03-30 22:11:36 main:574] : INFO : Epoch 1799 | loss: 0.0311158 | val_loss: 0.031143 | Time: 2581.39 ms [2022-03-30 22:11:39 main:574] : INFO : Epoch 1800 | loss: 0.0311124 | val_loss: 0.0311387 | Time: 2593.97 ms [2022-03-30 22:11:41 main:574] : INFO : Epoch 1801 | loss: 0.0311103 | val_loss: 0.0311512 | Time: 2595.49 ms [2022-03-30 22:11:44 main:574] : INFO : Epoch 1802 | loss: 0.0311098 | val_loss: 0.0311401 | Time: 2650.65 ms [2022-03-30 22:11:46 main:574] : INFO : Epoch 1803 | loss: 0.0311117 | val_loss: 0.0311372 | Time: 2620.6 ms [2022-03-30 22:11:49 main:574] : INFO : Epoch 1804 | loss: 0.0311132 | val_loss: 0.0311386 | Time: 2594.99 ms [2022-03-30 22:11:52 main:574] : INFO : Epoch 1805 | loss: 0.0311115 | val_loss: 0.0311483 | Time: 2618.05 ms [2022-03-30 22:11:54 main:574] : INFO : Epoch 1806 | loss: 0.0311091 | val_loss: 0.0311416 | Time: 2576.94 ms [2022-03-30 22:11:57 main:574] : INFO : Epoch 1807 | loss: 0.0311114 | val_loss: 0.0311462 | Time: 2600.42 ms [2022-03-30 22:12:00 main:574] : INFO : Epoch 1808 | loss: 0.0311104 | val_loss: 0.0311456 | Time: 2669.38 ms [2022-03-30 22:12:02 main:574] : INFO : Epoch 1809 | loss: 0.031108 | val_loss: 0.0311395 | Time: 2637.19 ms [2022-03-30 22:12:05 main:574] : INFO : Epoch 1810 | loss: 0.0311088 | val_loss: 0.0311407 | Time: 2600.04 ms [2022-03-30 22:12:07 main:574] : INFO : Epoch 1811 | loss: 0.0311065 | val_loss: 0.0311391 | Time: 2680.29 ms [2022-03-30 22:12:10 main:574] : INFO : Epoch 1812 | loss: 0.0311063 | val_loss: 0.0311391 | Time: 2670.95 ms [2022-03-30 22:12:13 main:574] : INFO : Epoch 1813 | loss: 0.0311035 | val_loss: 0.0311384 | Time: 2677.58 ms [2022-03-30 22:12:16 main:574] : INFO : Epoch 1814 | loss: 0.0311008 | val_loss: 0.0311402 | Time: 2787.31 ms [2022-03-30 22:12:18 main:574] : INFO : Epoch 1815 | loss: 0.0311032 | val_loss: 0.031143 | Time: 2608.65 ms [2022-03-30 22:12:21 main:574] : INFO : Epoch 1816 | loss: 0.0311026 | val_loss: 0.0311495 | Time: 2703.64 ms [2022-03-30 22:12:24 main:574] : INFO : Epoch 1817 | loss: 0.0311094 | val_loss: 0.0311464 | Time: 2588.34 ms [2022-03-30 22:12:26 main:574] : INFO : Epoch 1818 | loss: 0.0311141 | val_loss: 0.0311422 | Time: 2575.51 ms [2022-03-30 22:12:29 main:574] : INFO : Epoch 1819 | loss: 0.0311125 | val_loss: 0.0311458 | Time: 2685.23 ms [2022-03-30 22:12:31 main:574] : INFO : Epoch 1820 | loss: 0.0311105 | val_loss: 0.0311401 | Time: 2650.11 ms [2022-03-30 22:12:34 main:574] : INFO : Epoch 1821 | loss: 0.0311213 | val_loss: 0.0311429 | Time: 2544.66 ms [2022-03-30 22:12:37 main:574] : INFO : Epoch 1822 | loss: 0.0311216 | val_loss: 0.0311454 | Time: 2550.13 ms [2022-03-30 22:12:39 main:574] : INFO : Epoch 1823 | loss: 0.0311247 | val_loss: 0.0311445 | Time: 2641.9 ms [2022-03-30 22:12:42 main:574] : INFO : Epoch 1824 | loss: 0.0311239 | val_loss: 0.0311484 | Time: 2638.61 ms [2022-03-30 22:12:45 main:574] : INFO : Epoch 1825 | loss: 0.0311233 | val_loss: 0.0311557 | Time: 2667.36 ms [2022-03-30 22:12:47 main:574] : INFO : Epoch 1826 | loss: 0.0311227 | val_loss: 0.0311447 | Time: 2684.79 ms [2022-03-30 22:12:50 main:574] : INFO : Epoch 1827 | loss: 0.0311112 | val_loss: 0.0311443 | Time: 2630.85 ms [2022-03-30 22:12:53 main:574] : INFO : Epoch 1828 | loss: 0.031109 | val_loss: 0.0311398 | Time: 2773.45 ms [2022-03-30 22:12:55 main:574] : INFO : Epoch 1829 | loss: 0.0311069 | val_loss: 0.0311493 | Time: 2597.06 ms [2022-03-30 22:12:58 main:574] : INFO : Epoch 1830 | loss: 0.0311074 | val_loss: 0.0311433 | Time: 2605.47 ms [2022-03-30 22:13:01 main:574] : INFO : Epoch 1831 | loss: 0.0311049 | val_loss: 0.0311444 | Time: 2689.64 ms [2022-03-30 22:13:03 main:574] : INFO : Epoch 1832 | loss: 0.0311033 | val_loss: 0.0311467 | Time: 2667.91 ms [2022-03-30 22:13:06 main:574] : INFO : Epoch 1833 | loss: 0.0311028 | val_loss: 0.0311404 | Time: 2668.42 ms [2022-03-30 22:13:09 main:574] : INFO : Epoch 1834 | loss: 0.0311015 | val_loss: 0.0311404 | Time: 2642.74 ms [2022-03-30 22:13:11 main:574] : INFO : Epoch 1835 | loss: 0.0311044 | val_loss: 0.0311418 | Time: 2575.41 ms [2022-03-30 22:13:14 main:574] : INFO : Epoch 1836 | loss: 0.0311018 | val_loss: 0.0311509 | Time: 2694.24 ms [2022-03-30 22:13:17 main:574] : INFO : Epoch 1837 | loss: 0.0311108 | val_loss: 0.0311418 | Time: 2691.63 ms [2022-03-30 22:13:19 main:574] : INFO : Epoch 1838 | loss: 0.0311115 | val_loss: 0.0311447 | Time: 2565.82 ms [2022-03-30 22:13:22 main:574] : INFO : Epoch 1839 | loss: 0.031109 | val_loss: 0.0311417 | Time: 2619.13 ms [2022-03-30 22:13:24 main:574] : INFO : Epoch 1840 | loss: 0.0311048 | val_loss: 0.0311424 | Time: 2580.59 ms [2022-03-30 22:13:27 main:574] : INFO : Epoch 1841 | loss: 0.0311017 | val_loss: 0.0311437 | Time: 2655.59 ms [2022-03-30 22:13:30 main:574] : INFO : Epoch 1842 | loss: 0.0311046 | val_loss: 0.0311397 | Time: 2691.59 ms [2022-03-30 22:13:32 main:574] : INFO : Epoch 1843 | loss: 0.0311057 | val_loss: 0.0311424 | Time: 2648.59 ms [2022-03-30 22:13:35 main:574] : INFO : Epoch 1844 | loss: 0.031103 | val_loss: 0.0311357 | Time: 2570.33 ms [2022-03-30 22:13:38 main:574] : INFO : Epoch 1845 | loss: 0.031102 | val_loss: 0.0311374 | Time: 2709.39 ms [2022-03-30 22:13:40 main:574] : INFO : Epoch 1846 | loss: 0.0311033 | val_loss: 0.0311409 | Time: 2675.1 ms [2022-03-30 22:13:43 main:574] : INFO : Epoch 1847 | loss: 0.031102 | val_loss: 0.0311379 | Time: 2630.52 ms [2022-03-30 22:13:46 main:574] : INFO : Epoch 1848 | loss: 0.0311104 | val_loss: 0.0311501 | Time: 2714.07 ms [2022-03-30 22:13:48 main:574] : INFO : Epoch 1849 | loss: 0.0311063 | val_loss: 0.0311389 | Time: 2610.3 ms [2022-03-30 22:13:51 main:574] : INFO : Epoch 1850 | loss: 0.0311015 | val_loss: 0.0311446 | Time: 2610.14 ms [2022-03-30 22:13:54 main:574] : INFO : Epoch 1851 | loss: 0.0311025 | val_loss: 0.0311469 | Time: 2648.18 ms [2022-03-30 22:13:56 main:574] : INFO : Epoch 1852 | loss: 0.031106 | val_loss: 0.0311387 | Time: 2633.66 ms [2022-03-30 22:13:59 main:574] : INFO : Epoch 1853 | loss: 0.031102 | val_loss: 0.0311502 | Time: 2630.67 ms [2022-03-30 22:14:02 main:574] : INFO : Epoch 1854 | loss: 0.0311038 | val_loss: 0.0311417 | Time: 2699.47 ms [2022-03-30 22:14:04 main:574] : INFO : Epoch 1855 | loss: 0.0311017 | val_loss: 0.0311402 | Time: 2565.71 ms [2022-03-30 22:14:07 main:574] : INFO : Epoch 1856 | loss: 0.0311038 | val_loss: 0.0311426 | Time: 2656.44 ms [2022-03-30 22:14:09 main:574] : INFO : Epoch 1857 | loss: 0.0310997 | val_loss: 0.0311417 | Time: 2642.28 ms [2022-03-30 22:14:12 main:574] : INFO : Epoch 1858 | loss: 0.031101 | val_loss: 0.0311482 | Time: 2582.73 ms [2022-03-30 22:14:15 main:574] : INFO : Epoch 1859 | loss: 0.0311009 | val_loss: 0.0311432 | Time: 2616.1 ms [2022-03-30 22:14:17 main:574] : INFO : Epoch 1860 | loss: 0.0311043 | val_loss: 0.0311471 | Time: 2552.38 ms [2022-03-30 22:14:20 main:574] : INFO : Epoch 1861 | loss: 0.0311055 | val_loss: 0.031142 | Time: 2626.8 ms [2022-03-30 22:14:23 main:574] : INFO : Epoch 1862 | loss: 0.031109 | val_loss: 0.0311389 | Time: 2742.76 ms [2022-03-30 22:14:25 main:574] : INFO : Epoch 1863 | loss: 0.0311043 | val_loss: 0.0311452 | Time: 2833.64 ms [2022-03-30 22:14:28 main:574] : INFO : Epoch 1864 | loss: 0.0311041 | val_loss: 0.0311415 | Time: 2666.43 ms [2022-03-30 22:14:31 main:574] : INFO : Epoch 1865 | loss: 0.0311018 | val_loss: 0.0311421 | Time: 2683.94 ms [2022-03-30 22:14:33 main:574] : INFO : Epoch 1866 | loss: 0.0311014 | val_loss: 0.0311422 | Time: 2626.43 ms [2022-03-30 22:14:36 main:574] : INFO : Epoch 1867 | loss: 0.0311032 | val_loss: 0.0311456 | Time: 2760.14 ms [2022-03-30 22:14:39 main:574] : INFO : Epoch 1868 | loss: 0.0310996 | val_loss: 0.0311488 | Time: 2583.35 ms [2022-03-30 22:14:42 main:574] : INFO : Epoch 1869 | loss: 0.0310997 | val_loss: 0.0311405 | Time: 2684.82 ms [2022-03-30 22:14:44 main:574] : INFO : Epoch 1870 | loss: 0.0311022 | val_loss: 0.0311445 | Time: 2671.18 ms [2022-03-30 22:14:47 main:574] : INFO : Epoch 1871 | loss: 0.0311064 | val_loss: 0.0311427 | Time: 2653.15 ms [2022-03-30 22:14:50 main:574] : INFO : Epoch 1872 | loss: 0.0311032 | val_loss: 0.0311418 | Time: 2708.6 ms [2022-03-30 22:14:52 main:574] : INFO : Epoch 1873 | loss: 0.0311025 | val_loss: 0.0311458 | Time: 2724.19 ms [2022-03-30 22:14:55 main:574] : INFO : Epoch 1874 | loss: 0.0311068 | val_loss: 0.0311439 | Time: 2567.71 ms [2022-03-30 22:14:58 main:574] : INFO : Epoch 1875 | loss: 0.0311052 | val_loss: 0.0311506 | Time: 2612.19 ms [2022-03-30 22:15:00 main:574] : INFO : Epoch 1876 | loss: 0.0311026 | val_loss: 0.031139 | Time: 2599.41 ms [2022-03-30 22:15:03 main:574] : INFO : Epoch 1877 | loss: 0.0311004 | val_loss: 0.0311384 | Time: 2586.2 ms [2022-03-30 22:15:05 main:574] : INFO : Epoch 1878 | loss: 0.0311 | val_loss: 0.0311393 | Time: 2686.78 ms [2022-03-30 22:15:08 main:574] : INFO : Epoch 1879 | loss: 0.0310992 | val_loss: 0.0311448 | Time: 2579.94 ms [2022-03-30 22:15:11 main:574] : INFO : Epoch 1880 | loss: 0.0311062 | val_loss: 0.031153 | Time: 2707.5 ms [2022-03-30 22:15:13 main:574] : INFO : Epoch 1881 | loss: 0.0311077 | val_loss: 0.0311461 | Time: 2631.67 ms [2022-03-30 22:15:16 main:574] : INFO : Epoch 1882 | loss: 0.0311011 | val_loss: 0.0311409 | Time: 2666.26 ms [2022-03-30 22:15:19 main:574] : INFO : Epoch 1883 | loss: 0.03111 | val_loss: 0.0311522 | Time: 2492.54 ms [2022-03-30 22:15:21 main:574] : INFO : Epoch 1884 | loss: 0.0311125 | val_loss: 0.0311376 | Time: 2687.2 ms [2022-03-30 22:15:24 main:574] : INFO : Epoch 1885 | loss: 0.0311134 | val_loss: 0.0311433 | Time: 2624.41 ms [2022-03-30 22:15:26 main:574] : INFO : Epoch 1886 | loss: 0.0311161 | val_loss: 0.0311444 | Time: 2569.38 ms [2022-03-30 22:15:29 main:574] : INFO : Epoch 1887 | loss: 0.0311132 | val_loss: 0.0311416 | Time: 2554.81 ms [2022-03-30 22:15:32 main:574] : INFO : Epoch 1888 | loss: 0.0311101 | val_loss: 0.0311388 | Time: 2769.44 ms [2022-03-30 22:15:34 main:574] : INFO : Epoch 1889 | loss: 0.0311101 | val_loss: 0.0311369 | Time: 2630.02 ms [2022-03-30 22:15:37 main:574] : INFO : Epoch 1890 | loss: 0.0311078 | val_loss: 0.0311389 | Time: 2605.79 ms [2022-03-30 22:15:40 main:574] : INFO : Epoch 1891 | loss: 0.0311054 | val_loss: 0.0311373 | Time: 2627.24 ms [2022-03-30 22:15:42 main:574] : INFO : Epoch 1892 | loss: 0.0311041 | val_loss: 0.0311385 | Time: 2628.35 ms [2022-03-30 22:15:45 main:574] : INFO : Epoch 1893 | loss: 0.0311202 | val_loss: 0.0311454 | Time: 2585.22 ms [2022-03-30 22:15:48 main:574] : INFO : Epoch 1894 | loss: 0.0311154 | val_loss: 0.0311358 | Time: 2656.87 ms [2022-03-30 22:15:50 main:574] : INFO : Epoch 1895 | loss: 0.0311103 | val_loss: 0.0311337 | Time: 2626.47 ms [2022-03-30 22:15:53 main:574] : INFO : Epoch 1896 | loss: 0.0311047 | val_loss: 0.0311371 | Time: 2484.38 ms [2022-03-30 22:15:55 main:574] : INFO : Epoch 1897 | loss: 0.0311098 | val_loss: 0.0311365 | Time: 2537.29 ms [2022-03-30 22:15:58 main:574] : INFO : Epoch 1898 | loss: 0.0311075 | val_loss: 0.0311419 | Time: 2508.3 ms [2022-03-30 22:16:00 main:574] : INFO : Epoch 1899 | loss: 0.0311055 | val_loss: 0.0311396 | Time: 2476.29 ms [2022-03-30 22:16:03 main:574] : INFO : Epoch 1900 | loss: 0.0311041 | val_loss: 0.0311395 | Time: 2553.85 ms [2022-03-30 22:16:05 main:574] : INFO : Epoch 1901 | loss: 0.0311004 | val_loss: 0.0311441 | Time: 2450.98 ms [2022-03-30 22:16:08 main:574] : INFO : Epoch 1902 | loss: 0.0311007 | val_loss: 0.0311485 | Time: 2454.71 ms [2022-03-30 22:16:10 main:574] : INFO : Epoch 1903 | loss: 0.0311022 | val_loss: 0.0311505 | Time: 2521.49 ms [2022-03-30 22:16:13 main:574] : INFO : Epoch 1904 | loss: 0.0311005 | val_loss: 0.0311485 | Time: 2508.19 ms [2022-03-30 22:16:15 main:574] : INFO : Epoch 1905 | loss: 0.0310973 | val_loss: 0.0311455 | Time: 2484.84 ms [2022-03-30 22:16:18 main:574] : INFO : Epoch 1906 | loss: 0.0310986 | val_loss: 0.0311416 | Time: 2623.95 ms [2022-03-30 22:16:21 main:574] : INFO : Epoch 1907 | loss: 0.0310995 | val_loss: 0.031145 | Time: 2629.71 ms [2022-03-30 22:16:23 main:574] : INFO : Epoch 1908 | loss: 0.0310988 | val_loss: 0.0311547 | Time: 2578.32 ms [2022-03-30 22:16:26 main:574] : INFO : Epoch 1909 | loss: 0.0310969 | val_loss: 0.0311412 | Time: 2659.99 ms [2022-03-30 22:16:28 main:574] : INFO : Epoch 1910 | loss: 0.0310965 | val_loss: 0.0311443 | Time: 2639.8 ms [2022-03-30 22:16:31 main:574] : INFO : Epoch 1911 | loss: 0.0310977 | val_loss: 0.0311422 | Time: 2668.44 ms [2022-03-30 22:16:34 main:574] : INFO : Epoch 1912 | loss: 0.0310966 | val_loss: 0.0311418 | Time: 2704.39 ms [2022-03-30 22:16:37 main:574] : INFO : Epoch 1913 | loss: 0.0310975 | val_loss: 0.0311475 | Time: 2714.18 ms [2022-03-30 22:16:39 main:574] : INFO : Epoch 1914 | loss: 0.0310975 | val_loss: 0.0311425 | Time: 2565.08 ms [2022-03-30 22:16:42 main:574] : INFO : Epoch 1915 | loss: 0.0310961 | val_loss: 0.0311414 | Time: 2645.82 ms [2022-03-30 22:16:44 main:574] : INFO : Epoch 1916 | loss: 0.0310961 | val_loss: 0.0311459 | Time: 2597.26 ms [2022-03-30 22:16:47 main:574] : INFO : Epoch 1917 | loss: 0.0310986 | val_loss: 0.0311399 | Time: 2584.21 ms [2022-03-30 22:16:50 main:574] : INFO : Epoch 1918 | loss: 0.0310968 | val_loss: 0.0311433 | Time: 2645.29 ms [2022-03-30 22:16:52 main:574] : INFO : Epoch 1919 | loss: 0.0310954 | val_loss: 0.0311386 | Time: 2614.12 ms [2022-03-30 22:16:55 main:574] : INFO : Epoch 1920 | loss: 0.031095 | val_loss: 0.0311398 | Time: 2720.02 ms [2022-03-30 22:16:58 main:574] : INFO : Epoch 1921 | loss: 0.0310999 | val_loss: 0.0311396 | Time: 2602.84 ms [2022-03-30 22:17:00 main:574] : INFO : Epoch 1922 | loss: 0.0311021 | val_loss: 0.0311421 | Time: 2679.36 ms [2022-03-30 22:17:03 main:574] : INFO : Epoch 1923 | loss: 0.0311009 | val_loss: 0.0311406 | Time: 2692.46 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-03-30 22:18:06 main:435] : INFO : Set logging level to 1 [2022-03-30 22:18:06 main:441] : INFO : Running in BOINC Client mode [2022-03-30 22:18:06 main:444] : INFO : Resolving all filenames [2022-03-30 22:18:06 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-30 22:18:06 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-30 22:18:06 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-30 22:18:06 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-30 22:18:06 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-30 22:18:06 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-30 22:18:06 main:474] : INFO : Configuration: [2022-03-30 22:18:06 main:475] : INFO : Model type: GRU [2022-03-30 22:18:06 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-30 22:18:06 main:477] : INFO : Max Epochs: 2048 [2022-03-30 22:18:06 main:478] : INFO : Batch Size: 128 [2022-03-30 22:18:06 main:479] : INFO : Learning Rate: 0.01 [2022-03-30 22:18:06 main:480] : INFO : Patience: 10 [2022-03-30 22:18:06 main:481] : INFO : Hidden Width: 12 [2022-03-30 22:18:06 main:482] : INFO : # Recurrent Layers: 4 [2022-03-30 22:18:06 main:483] : INFO : # Backend Layers: 4 [2022-03-30 22:18:06 main:484] : INFO : # Threads: 1 [2022-03-30 22:18:06 main:486] : INFO : Preparing Dataset [2022-03-30 22:18:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-30 22:18:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-30 22:18:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-30 22:18:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-30 22:18:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-30 22:18:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-30 22:18:09 main:494] : INFO : Creating Model [2022-03-30 22:18:09 main:507] : INFO : Preparing config file [2022-03-30 22:18:09 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-30 22:18:09 main:512] : INFO : Loading config [2022-03-30 22:18:09 main:514] : INFO : Loading state [2022-03-30 22:18:10 main:559] : INFO : Loading DataLoader into Memory [2022-03-30 22:18:10 main:562] : INFO : Starting Training [2022-03-30 22:18:13 main:574] : INFO : Epoch 1913 | loss: 0.0312812 | val_loss: 0.0311829 | Time: 2903.92 ms [2022-03-30 22:18:16 main:574] : INFO : Epoch 1914 | loss: 0.0311256 | val_loss: 0.0311456 | Time: 2689.89 ms [2022-03-30 22:18:18 main:574] : INFO : Epoch 1915 | loss: 0.0311123 | val_loss: 0.0311416 | Time: 2682.75 ms [2022-03-30 22:18:21 main:574] : INFO : Epoch 1916 | loss: 0.0311 | val_loss: 0.0311468 | Time: 2667.57 ms [2022-03-30 22:18:24 main:574] : INFO : Epoch 1917 | loss: 0.0310987 | val_loss: 0.0311419 | Time: 2606.78 ms [2022-03-30 22:18:26 main:574] : INFO : Epoch 1918 | loss: 0.0310999 | val_loss: 0.0311444 | Time: 2622.65 ms [2022-03-30 22:18:29 main:574] : INFO : Epoch 1919 | loss: 0.0311062 | val_loss: 0.0311396 | Time: 2704.51 ms [2022-03-30 22:18:31 main:574] : INFO : Epoch 1920 | loss: 0.0311029 | val_loss: 0.031136 | Time: 2618.15 ms [2022-03-30 22:18:34 main:574] : INFO : Epoch 1921 | loss: 0.0310998 | val_loss: 0.0311404 | Time: 2590.94 ms [2022-03-30 22:18:37 main:574] : INFO : Epoch 1922 | loss: 0.0310988 | val_loss: 0.0311419 | Time: 2646.23 ms [2022-03-30 22:18:39 main:574] : INFO : Epoch 1923 | loss: 0.0310977 | val_loss: 0.0311429 | Time: 2673.11 ms [2022-03-30 22:18:42 main:574] : INFO : Epoch 1924 | loss: 0.0310939 | val_loss: 0.0311472 | Time: 2504.34 ms [2022-03-30 22:18:45 main:574] : INFO : Epoch 1925 | loss: 0.0310951 | val_loss: 0.0311474 | Time: 2665.42 ms [2022-03-30 22:18:47 main:574] : INFO : Epoch 1926 | loss: 0.0311019 | val_loss: 0.0311406 | Time: 2616.43 ms [2022-03-30 22:18:50 main:574] : INFO : Epoch 1927 | loss: 0.0311014 | val_loss: 0.0311425 | Time: 2707.16 ms [2022-03-30 22:18:53 main:574] : INFO : Epoch 1928 | loss: 0.0310976 | val_loss: 0.031143 | Time: 2636 ms [2022-03-30 22:18:55 main:574] : INFO : Epoch 1929 | loss: 0.0310955 | val_loss: 0.0311442 | Time: 2708.97 ms [2022-03-30 22:18:58 main:574] : INFO : Epoch 1930 | loss: 0.0310997 | val_loss: 0.0311429 | Time: 2519.79 ms [2022-03-30 22:19:00 main:574] : INFO : Epoch 1931 | loss: 0.0310996 | val_loss: 0.03114 | Time: 2620.59 ms [2022-03-30 22:19:03 main:574] : INFO : Epoch 1932 | loss: 0.0310989 | val_loss: 0.0311443 | Time: 2613.67 ms [2022-03-30 22:19:06 main:574] : INFO : Epoch 1933 | loss: 0.031096 | val_loss: 0.0311398 | Time: 2727.93 ms [2022-03-30 22:19:08 main:574] : INFO : Epoch 1934 | loss: 0.0310965 | val_loss: 0.0311447 | Time: 2583.29 ms [2022-03-30 22:19:11 main:574] : INFO : Epoch 1935 | loss: 0.0310969 | val_loss: 0.0311453 | Time: 2608.26 ms [2022-03-30 22:19:14 main:574] : INFO : Epoch 1936 | loss: 0.0310964 | val_loss: 0.0311452 | Time: 2610.99 ms [2022-03-30 22:19:16 main:574] : INFO : Epoch 1937 | loss: 0.0310989 | val_loss: 0.0311427 | Time: 2529.5 ms [2022-03-30 22:19:19 main:574] : INFO : Epoch 1938 | loss: 0.0310989 | val_loss: 0.0311539 | Time: 2670.09 ms [2022-03-30 22:19:21 main:574] : INFO : Epoch 1939 | loss: 0.0311016 | val_loss: 0.0311488 | Time: 2612.26 ms [2022-03-30 22:19:24 main:574] : INFO : Epoch 1940 | loss: 0.0311055 | val_loss: 0.0311484 | Time: 2692.03 ms [2022-03-30 22:19:27 main:574] : INFO : Epoch 1941 | loss: 0.0311042 | val_loss: 0.0311504 | Time: 2685.66 ms [2022-03-30 22:19:30 main:574] : INFO : Epoch 1942 | loss: 0.0311064 | val_loss: 0.0311555 | Time: 2659.26 ms [2022-03-30 22:19:32 main:574] : INFO : Epoch 1943 | loss: 0.0311048 | val_loss: 0.0311405 | Time: 2699.02 ms [2022-03-30 22:19:35 main:574] : INFO : Epoch 1944 | loss: 0.0311018 | val_loss: 0.0311457 | Time: 2623.88 ms [2022-03-30 22:19:37 main:574] : INFO : Epoch 1945 | loss: 0.0311007 | val_loss: 0.0311438 | Time: 2547.71 ms [2022-03-30 22:19:40 main:574] : INFO : Epoch 1946 | loss: 0.0311006 | val_loss: 0.0311394 | Time: 2623.27 ms [2022-03-30 22:19:43 main:574] : INFO : Epoch 1947 | loss: 0.0310968 | val_loss: 0.031141 | Time: 2576.24 ms [2022-03-30 22:19:45 main:574] : INFO : Epoch 1948 | loss: 0.0310986 | val_loss: 0.0311498 | Time: 2567.96 ms [2022-03-30 22:19:48 main:574] : INFO : Epoch 1949 | loss: 0.0311105 | val_loss: 0.0311366 | Time: 2683.01 ms [2022-03-30 22:19:50 main:574] : INFO : Epoch 1950 | loss: 0.0311133 | val_loss: 0.031142 | Time: 2592.82 ms [2022-03-30 22:19:53 main:574] : INFO : Epoch 1951 | loss: 0.031109 | val_loss: 0.0311402 | Time: 2532.12 ms [2022-03-30 22:19:56 main:574] : INFO : Epoch 1952 | loss: 0.0311033 | val_loss: 0.0311417 | Time: 2552.45 ms [2022-03-30 22:19:58 main:574] : INFO : Epoch 1953 | loss: 0.0311021 | val_loss: 0.0311434 | Time: 2533.75 ms [2022-03-30 22:20:01 main:574] : INFO : Epoch 1954 | loss: 0.0310964 | val_loss: 0.0311412 | Time: 2532.71 ms [2022-03-30 22:20:03 main:574] : INFO : Epoch 1955 | loss: 0.0310966 | val_loss: 0.0311394 | Time: 2594.52 ms [2022-03-30 22:20:06 main:574] : INFO : Epoch 1956 | loss: 0.0311 | val_loss: 0.0311497 | Time: 2538 ms [2022-03-30 22:20:08 main:574] : INFO : Epoch 1957 | loss: 0.0310986 | val_loss: 0.0311402 | Time: 2583.2 ms [2022-03-30 22:20:11 main:574] : INFO : Epoch 1958 | loss: 0.0310964 | val_loss: 0.0311454 | Time: 2457.15 ms [2022-03-30 22:20:13 main:574] : INFO : Epoch 1959 | loss: 0.0311032 | val_loss: 0.0311462 | Time: 2581.43 ms [2022-03-30 22:20:16 main:574] : INFO : Epoch 1960 | loss: 0.0310997 | val_loss: 0.031144 | Time: 2537.13 ms [2022-03-30 22:20:19 main:574] : INFO : Epoch 1961 | loss: 0.0310968 | val_loss: 0.0311408 | Time: 2597.91 ms [2022-03-30 22:20:21 main:574] : INFO : Epoch 1962 | loss: 0.0310958 | val_loss: 0.0311426 | Time: 2580.73 ms [2022-03-30 22:20:24 main:574] : INFO : Epoch 1963 | loss: 0.0310965 | val_loss: 0.0311444 | Time: 2603.05 ms [2022-03-30 22:20:26 main:574] : INFO : Epoch 1964 | loss: 0.0310965 | val_loss: 0.0311383 | Time: 2531.02 ms [2022-03-30 22:20:29 main:574] : INFO : Epoch 1965 | loss: 0.0310959 | val_loss: 0.0311409 | Time: 2447.49 ms [2022-03-30 22:20:31 main:574] : INFO : Epoch 1966 | loss: 0.0310986 | val_loss: 0.031141 | Time: 2679.8 ms [2022-03-30 22:20:34 main:574] : INFO : Epoch 1967 | loss: 0.0310944 | val_loss: 0.0311428 | Time: 2514.76 ms [2022-03-30 22:20:37 main:574] : INFO : Epoch 1968 | loss: 0.0311047 | val_loss: 0.031139 | Time: 2567.26 ms [2022-03-30 22:20:39 main:574] : INFO : Epoch 1969 | loss: 0.0311183 | val_loss: 0.0311381 | Time: 2482.65 ms [2022-03-30 22:20:42 main:574] : INFO : Epoch 1970 | loss: 0.0311165 | val_loss: 0.031143 | Time: 2611.44 ms [2022-03-30 22:20:44 main:574] : INFO : Epoch 1971 | loss: 0.0311143 | val_loss: 0.0311395 | Time: 2564.76 ms [2022-03-30 22:20:47 main:574] : INFO : Epoch 1972 | loss: 0.0311137 | val_loss: 0.0311382 | Time: 2689.17 ms [2022-03-30 22:20:50 main:574] : INFO : Epoch 1973 | loss: 0.0311137 | val_loss: 0.0311398 | Time: 2627.14 ms [2022-03-30 22:20:52 main:574] : INFO : Epoch 1974 | loss: 0.0311098 | val_loss: 0.0311392 | Time: 2589.24 ms [2022-03-30 22:20:55 main:574] : INFO : Epoch 1975 | loss: 0.0311082 | val_loss: 0.0311422 | Time: 2632.74 ms [2022-03-30 22:20:57 main:574] : INFO : Epoch 1976 | loss: 0.0311046 | val_loss: 0.0311394 | Time: 2683.16 ms [2022-03-30 22:21:00 main:574] : INFO : Epoch 1977 | loss: 0.0311033 | val_loss: 0.0311549 | Time: 2610.82 ms [2022-03-30 22:21:03 main:574] : INFO : Epoch 1978 | loss: 0.0311249 | val_loss: 0.031154 | Time: 2539.98 ms [2022-03-30 22:21:05 main:574] : INFO : Epoch 1979 | loss: 0.0311226 | val_loss: 0.0311441 | Time: 2618.04 ms [2022-03-30 22:21:08 main:574] : INFO : Epoch 1980 | loss: 0.0311172 | val_loss: 0.0311406 | Time: 2655.72 ms [2022-03-30 22:21:11 main:574] : INFO : Epoch 1981 | loss: 0.0311113 | val_loss: 0.0311451 | Time: 2703.66 ms [2022-03-30 22:21:13 main:574] : INFO : Epoch 1982 | loss: 0.0311179 | val_loss: 0.0311469 | Time: 2634.64 ms [2022-03-30 22:21:16 main:574] : INFO : Epoch 1983 | loss: 0.0311145 | val_loss: 0.0311459 | Time: 2709.91 ms [2022-03-30 22:21:19 main:574] : INFO : Epoch 1984 | loss: 0.0311143 | val_loss: 0.0311435 | Time: 2627.09 ms [2022-03-30 22:21:21 main:574] : INFO : Epoch 1985 | loss: 0.0311152 | val_loss: 0.0311413 | Time: 2625.64 ms [2022-03-30 22:21:24 main:574] : INFO : Epoch 1986 | loss: 0.0311122 | val_loss: 0.0311407 | Time: 2653.79 ms [2022-03-30 22:21:27 main:574] : INFO : Epoch 1987 | loss: 0.0311114 | val_loss: 0.0311439 | Time: 2596.58 ms [2022-03-30 22:21:29 main:574] : INFO : Epoch 1988 | loss: 0.0311135 | val_loss: 0.0311428 | Time: 2640.62 ms [2022-03-30 22:21:32 main:574] : INFO : Epoch 1989 | loss: 0.0311158 | val_loss: 0.0311541 | Time: 2738.51 ms [2022-03-30 22:21:35 main:574] : INFO : Epoch 1990 | loss: 0.0311201 | val_loss: 0.0311469 | Time: 2626.21 ms [2022-03-30 22:21:37 main:574] : INFO : Epoch 1991 | loss: 0.0311124 | val_loss: 0.0311412 | Time: 2662.28 ms [2022-03-30 22:21:40 main:574] : INFO : Epoch 1992 | loss: 0.0311092 | val_loss: 0.0311428 | Time: 2536.04 ms [2022-03-30 22:21:42 main:574] : INFO : Epoch 1993 | loss: 0.0311061 | val_loss: 0.0311391 | Time: 2563.24 ms [2022-03-30 22:21:45 main:574] : INFO : Epoch 1994 | loss: 0.0311037 | val_loss: 0.0311412 | Time: 2616.68 ms [2022-03-30 22:21:48 main:574] : INFO : Epoch 1995 | loss: 0.0311023 | val_loss: 0.0311391 | Time: 2623.09 ms [2022-03-30 22:21:50 main:574] : INFO : Epoch 1996 | loss: 0.0311052 | val_loss: 0.0311402 | Time: 2601.09 ms [2022-03-30 22:21:53 main:574] : INFO : Epoch 1997 | loss: 0.0311088 | val_loss: 0.0311443 | Time: 2614.38 ms [2022-03-30 22:21:55 main:574] : INFO : Epoch 1998 | loss: 0.0311069 | val_loss: 0.0311414 | Time: 2618.09 ms [2022-03-30 22:21:58 main:574] : INFO : Epoch 1999 | loss: 0.0311037 | val_loss: 0.0311394 | Time: 2566.44 ms [2022-03-30 22:22:01 main:574] : INFO : Epoch 2000 | loss: 0.0311035 | val_loss: 0.0311418 | Time: 2631.03 ms [2022-03-30 22:22:03 main:574] : INFO : Epoch 2001 | loss: 0.0311103 | val_loss: 0.0311374 | Time: 2648.35 ms [2022-03-30 22:22:06 main:574] : INFO : Epoch 2002 | loss: 0.0311051 | val_loss: 0.0311448 | Time: 2599.73 ms [2022-03-30 22:22:08 main:574] : INFO : Epoch 2003 | loss: 0.0311033 | val_loss: 0.0311426 | Time: 2543.88 ms [2022-03-30 22:22:11 main:574] : INFO : Epoch 2004 | loss: 0.0311025 | val_loss: 0.0311429 | Time: 2539.84 ms [2022-03-30 22:22:14 main:574] : INFO : Epoch 2005 | loss: 0.0311022 | val_loss: 0.0311371 | Time: 2571.48 ms [2022-03-30 22:22:16 main:574] : INFO : Epoch 2006 | loss: 0.0311038 | val_loss: 0.0311397 | Time: 2603.91 ms [2022-03-30 22:22:19 main:574] : INFO : Epoch 2007 | loss: 0.0311019 | val_loss: 0.0311406 | Time: 2673.18 ms [2022-03-30 22:22:21 main:574] : INFO : Epoch 2008 | loss: 0.0311004 | val_loss: 0.031139 | Time: 2572.7 ms [2022-03-30 22:22:24 main:574] : INFO : Epoch 2009 | loss: 0.0310991 | val_loss: 0.0311415 | Time: 2712.73 ms [2022-03-30 22:22:27 main:574] : INFO : Epoch 2010 | loss: 0.0310992 | val_loss: 0.0311403 | Time: 2553.19 ms [2022-03-30 22:22:29 main:574] : INFO : Epoch 2011 | loss: 0.0310968 | val_loss: 0.0311398 | Time: 2588.91 ms [2022-03-30 22:22:32 main:574] : INFO : Epoch 2012 | loss: 0.0310996 | val_loss: 0.031143 | Time: 2672.76 ms [2022-03-30 22:22:35 main:574] : INFO : Epoch 2013 | loss: 0.0311067 | val_loss: 0.0311367 | Time: 2654.62 ms [2022-03-30 22:22:37 main:574] : INFO : Epoch 2014 | loss: 0.0311053 | val_loss: 0.0311374 | Time: 2686.42 ms [2022-03-30 22:22:40 main:574] : INFO : Epoch 2015 | loss: 0.0310998 | val_loss: 0.0311472 | Time: 2686.94 ms [2022-03-30 22:22:43 main:574] : INFO : Epoch 2016 | loss: 0.0311036 | val_loss: 0.031138 | Time: 2576.86 ms [2022-03-30 22:22:45 main:574] : INFO : Epoch 2017 | loss: 0.0311044 | val_loss: 0.0311439 | Time: 2585.67 ms [2022-03-30 22:22:48 main:574] : INFO : Epoch 2018 | loss: 0.0311024 | val_loss: 0.031141 | Time: 2633.11 ms [2022-03-30 22:22:50 main:574] : INFO : Epoch 2019 | loss: 0.0310985 | val_loss: 0.0311487 | Time: 2564.75 ms [2022-03-30 22:22:53 main:574] : INFO : Epoch 2020 | loss: 0.0311039 | val_loss: 0.0311379 | Time: 2656.93 ms [2022-03-30 22:22:56 main:574] : INFO : Epoch 2021 | loss: 0.0311081 | val_loss: 0.0311383 | Time: 2607.52 ms [2022-03-30 22:22:58 main:574] : INFO : Epoch 2022 | loss: 0.0311018 | val_loss: 0.0311385 | Time: 2527.65 ms [2022-03-30 22:23:01 main:574] : INFO : Epoch 2023 | loss: 0.0311004 | val_loss: 0.0311423 | Time: 2618.96 ms [2022-03-30 22:23:03 main:574] : INFO : Epoch 2024 | loss: 0.0311007 | val_loss: 0.0311432 | Time: 2563.68 ms [2022-03-30 22:23:06 main:574] : INFO : Epoch 2025 | loss: 0.0310987 | val_loss: 0.0311397 | Time: 2725.05 ms [2022-03-30 22:23:09 main:574] : INFO : Epoch 2026 | loss: 0.0310976 | val_loss: 0.0311389 | Time: 2629.74 ms [2022-03-30 22:23:11 main:574] : INFO : Epoch 2027 | loss: 0.0310966 | val_loss: 0.031141 | Time: 2618.19 ms [2022-03-30 22:23:14 main:574] : INFO : Epoch 2028 | loss: 0.0310966 | val_loss: 0.0311412 | Time: 2581.83 ms [2022-03-30 22:23:17 main:574] : INFO : Epoch 2029 | loss: 0.0310933 | val_loss: 0.0311464 | Time: 2609.03 ms [2022-03-30 22:23:19 main:574] : INFO : Epoch 2030 | loss: 0.0310955 | val_loss: 0.031139 | Time: 2589.05 ms [2022-03-30 22:23:22 main:574] : INFO : Epoch 2031 | loss: 0.0310944 | val_loss: 0.0311428 | Time: 2611.1 ms [2022-03-30 22:23:25 main:574] : INFO : Epoch 2032 | loss: 0.0310963 | val_loss: 0.0311501 | Time: 2636.98 ms [2022-03-30 22:23:27 main:574] : INFO : Epoch 2033 | loss: 0.0311016 | val_loss: 0.0311417 | Time: 2664.02 ms [2022-03-30 22:23:30 main:574] : INFO : Epoch 2034 | loss: 0.0310968 | val_loss: 0.0311413 | Time: 2718.48 ms [2022-03-30 22:23:32 main:574] : INFO : Epoch 2035 | loss: 0.0310974 | val_loss: 0.0311375 | Time: 2496.71 ms [2022-03-30 22:23:35 main:574] : INFO : Epoch 2036 | loss: 0.0310966 | val_loss: 0.0311442 | Time: 2560.78 ms [2022-03-30 22:23:38 main:574] : INFO : Epoch 2037 | loss: 0.0310944 | val_loss: 0.0311422 | Time: 2579.89 ms [2022-03-30 22:23:40 main:574] : INFO : Epoch 2038 | loss: 0.0310947 | val_loss: 0.0311401 | Time: 2692.03 ms [2022-03-30 22:23:43 main:574] : INFO : Epoch 2039 | loss: 0.0310939 | val_loss: 0.0311407 | Time: 2635.87 ms [2022-03-30 22:23:46 main:574] : INFO : Epoch 2040 | loss: 0.0310923 | val_loss: 0.0311463 | Time: 2705.22 ms [2022-03-30 22:23:48 main:574] : INFO : Epoch 2041 | loss: 0.0310912 | val_loss: 0.0311465 | Time: 2673.15 ms [2022-03-30 22:23:51 main:574] : INFO : Epoch 2042 | loss: 0.0310903 | val_loss: 0.031145 | Time: 2711.55 ms [2022-03-30 22:23:54 main:574] : INFO : Epoch 2043 | loss: 0.0310919 | val_loss: 0.0311427 | Time: 2655.03 ms [2022-03-30 22:23:56 main:574] : INFO : Epoch 2044 | loss: 0.0310895 | val_loss: 0.0311425 | Time: 2596.09 ms [2022-03-30 22:23:59 main:574] : INFO : Epoch 2045 | loss: 0.031091 | val_loss: 0.0311508 | Time: 2631.91 ms [2022-03-30 22:24:02 main:574] : INFO : Epoch 2046 | loss: 0.0311011 | val_loss: 0.0311391 | Time: 2611.9 ms [2022-03-30 22:24:04 main:574] : INFO : Epoch 2047 | loss: 0.0310997 | val_loss: 0.031139 | Time: 2647.97 ms [2022-03-30 22:24:07 main:574] : INFO : Epoch 2048 | loss: 0.0311018 | val_loss: 0.0311464 | Time: 2586.33 ms [2022-03-30 22:24:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311464 [2022-03-30 22:24:07 main:603] : INFO : Saving end state to config to file [2022-03-30 22:24:07 main:608] : INFO : Success, exiting.. 22:24:07 (6208): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)