Task 14596484
| Name | ParityModified-1647045190-25361-2-0_0 |
| Workunit | 11618081 |
| Created | 11 Apr 2022, 2:48:34 UTC |
| Sent | 11 Apr 2022, 5:00:31 UTC |
| Report deadline | 19 Apr 2022, 5:00:31 UTC |
| Received | 16 Apr 2022, 15:43:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 50 min 50 sec |
| CPU time | 1 hours 40 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4-16 03:59:37 main:574] : INFO : Epoch 1567 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 3395.5 ms [2022-04-16 03:59:51 main:574] : INFO : Epoch 1568 | loss: 0.0311475 | val_loss: 0.0311641 | Time: 13428.2 ms [2022-04-16 03:59:54 main:574] : INFO : Epoch 1569 | loss: 0.031147 | val_loss: 0.0311639 | Time: 3277.67 ms [2022-04-16 03:59:57 main:574] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 3297.68 ms [2022-04-16 04:00:01 main:574] : INFO : Epoch 1571 | loss: 0.031147 | val_loss: 0.0311654 | Time: 3390.62 ms [2022-04-16 04:00:04 main:574] : INFO : Epoch 1572 | loss: 0.0311459 | val_loss: 0.031163 | Time: 3252.94 ms [2022-04-16 04:00:07 main:574] : INFO : Epoch 1573 | loss: 0.0311443 | val_loss: 0.0311628 | Time: 3255.35 ms [2022-04-16 04:00:10 main:574] : INFO : Epoch 1574 | loss: 0.0311448 | val_loss: 0.0311682 | Time: 3330.93 ms [2022-04-16 04:00:14 main:574] : INFO : Epoch 1575 | loss: 0.0311439 | val_loss: 0.0311597 | Time: 3253.27 ms [2022-04-16 04:00:17 main:574] : INFO : Epoch 1576 | loss: 0.0311428 | val_loss: 0.0311621 | Time: 3373.7 ms [2022-04-16 04:00:20 main:574] : INFO : Epoch 1577 | loss: 0.0311429 | val_loss: 0.0311602 | Time: 3314.95 ms [2022-04-16 04:00:24 main:574] : INFO : Epoch 1578 | loss: 0.031144 | val_loss: 0.0311612 | Time: 3289.22 ms [2022-04-16 04:00:27 main:574] : INFO : Epoch 1579 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 3250.1 ms [2022-04-16 04:00:30 main:574] : INFO : Epoch 1580 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 3339.46 ms [2022-04-16 04:00:34 main:574] : INFO : Epoch 1581 | loss: 0.0311417 | val_loss: 0.0311622 | Time: 3281.82 ms [2022-04-16 04:00:37 main:574] : INFO : Epoch 1582 | loss: 0.0311424 | val_loss: 0.0311613 | Time: 3343.5 ms [2022-04-16 04:00:40 main:574] : INFO : Epoch 1583 | loss: 0.0311419 | val_loss: 0.0311615 | Time: 3316.84 ms [2022-04-16 04:00:44 main:574] : INFO : Epoch 1584 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 3319.61 ms [2022-04-16 04:00:47 main:574] : INFO : Epoch 1585 | loss: 0.0311404 | val_loss: 0.0311662 | Time: 3400.33 ms [2022-04-16 04:29:36 main:574] : INFO : Epoch 1586 | loss: 0.0311406 | val_loss: 0.0311635 | Time: 1.72875e+06 ms [2022-04-16 04:29:39 main:574] : INFO : Epoch 1587 | loss: 0.03114 | val_loss: 0.0311617 | Time: 3401.99 ms [2022-04-16 04:29:42 main:574] : INFO : Epoch 1588 | loss: 0.0311387 | val_loss: 0.0311603 | Time: 3382.02 ms [2022-04-16 04:30:06 main:574] : INFO : Epoch 1589 | loss: 0.0311396 | val_loss: 0.0311605 | Time: 23821.3 ms [2022-04-16 04:30:09 main:574] : INFO : Epoch 1590 | loss: 0.0311395 | val_loss: 0.0311599 | Time: 3043.07 ms [2022-04-16 04:30:12 main:574] : INFO : Epoch 1591 | loss: 0.0311384 | val_loss: 0.0311626 | Time: 2932.73 ms [2022-04-16 04:30:15 main:574] : INFO : Epoch 1592 | loss: 0.031138 | val_loss: 0.0311628 | Time: 2986.99 ms [2022-04-16 04:43:56 main:574] : INFO : Epoch 1593 | loss: 0.0311362 | val_loss: 0.0311615 | Time: 820385 ms [2022-04-16 04:43:59 main:574] : INFO : Epoch 1594 | loss: 0.0311367 | val_loss: 0.0311589 | Time: 2830.16 ms [2022-04-16 04:44:02 main:574] : INFO : Epoch 1595 | loss: 0.0311365 | val_loss: 0.0311666 | Time: 3032.94 ms [2022-04-16 04:44:05 main:574] : INFO : Epoch 1596 | loss: 0.0311388 | val_loss: 0.0311652 | Time: 3008.03 ms [2022-04-16 04:44:07 main:574] : INFO : Epoch 1597 | loss: 0.0311384 | val_loss: 0.0311641 | Time: 2839.16 ms [2022-04-16 04:44:10 main:574] : INFO : Epoch 1598 | loss: 0.0311378 | val_loss: 0.0311604 | Time: 2822.34 ms [2022-04-16 04:44:13 main:574] : INFO : Epoch 1599 | loss: 0.0311366 | val_loss: 0.0311616 | Time: 2791.59 ms [2022-04-16 04:44:16 main:574] : INFO : Epoch 1600 | loss: 0.0311399 | val_loss: 0.0311607 | Time: 2858.11 ms [2022-04-16 04:44:19 main:574] : INFO : Epoch 1601 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 2887.53 ms [2022-04-16 04:44:22 main:574] : INFO : Epoch 1602 | loss: 0.0311365 | val_loss: 0.0311591 | Time: 2855.56 ms [2022-04-16 04:44:25 main:574] : INFO : Epoch 1603 | loss: 0.0311384 | val_loss: 0.031158 | Time: 2916.69 ms [2022-04-16 04:44:27 main:574] : INFO : Epoch 1604 | loss: 0.0311376 | val_loss: 0.0311607 | Time: 2876.14 ms [2022-04-16 04:44:30 main:574] : INFO : Epoch 1605 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 2896.03 ms [2022-04-16 04:44:33 main:574] : INFO : Epoch 1606 | loss: 0.0311411 | val_loss: 0.0311608 | Time: 2903.92 ms [2022-04-16 04:44:37 main:574] : INFO : Epoch 1607 | loss: 0.0311402 | val_loss: 0.0311563 | Time: 3392.36 ms [2022-04-16 04:44:40 main:574] : INFO : Epoch 1608 | loss: 0.0311387 | val_loss: 0.0311604 | Time: 3558.93 ms [2022-04-16 04:44:54 main:574] : INFO : Epoch 1609 | loss: 0.0311394 | val_loss: 0.0311606 | Time: 13571.5 ms [2022-04-16 04:44:57 main:574] : INFO : Epoch 1610 | loss: 0.0311369 | val_loss: 0.0311591 | Time: 3225.97 ms [2022-04-16 04:45:00 main:574] : INFO : Epoch 1611 | loss: 0.0311365 | val_loss: 0.0311593 | Time: 3282.39 ms [2022-04-16 04:45:04 main:574] : INFO : Epoch 1612 | loss: 0.0311359 | val_loss: 0.0311608 | Time: 3350.8 ms [2022-04-16 04:45:07 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311594 | Time: 3321.15 ms [2022-04-16 04:45:10 main:574] : INFO : Epoch 1614 | loss: 0.0311344 | val_loss: 0.0311601 | Time: 3229.66 ms [2022-04-16 04:45:13 main:574] : INFO : Epoch 1615 | loss: 0.0311357 | val_loss: 0.0311609 | Time: 3299.56 ms [2022-04-16 04:45:17 main:574] : INFO : Epoch 1616 | loss: 0.0311369 | val_loss: 0.0311677 | Time: 3371.34 ms [2022-04-16 04:45:20 main:574] : INFO : Epoch 1617 | loss: 0.031137 | val_loss: 0.0311593 | Time: 3346.15 ms [2022-04-16 04:45:24 main:574] : INFO : Epoch 1618 | loss: 0.031134 | val_loss: 0.0311608 | Time: 3294.85 ms [2022-04-16 04:45:27 main:574] : INFO : Epoch 1619 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 3514.88 ms [2022-04-16 04:45:31 main:574] : INFO : Epoch 1620 | loss: 0.0311502 | val_loss: 0.0311606 | Time: 3474.03 ms [2022-04-16 04:45:44 main:574] : INFO : Epoch 1621 | loss: 0.031147 | val_loss: 0.0311574 | Time: 13564.2 ms [2022-04-16 04:45:47 main:574] : INFO : Epoch 1622 | loss: 0.0311434 | val_loss: 0.0311572 | Time: 3305.11 ms [2022-04-16 04:45:51 main:574] : INFO : Epoch 1623 | loss: 0.0311437 | val_loss: 0.0311578 | Time: 3239.41 ms [2022-04-16 04:45:54 main:574] : INFO : Epoch 1624 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 3310.28 ms [2022-04-16 04:45:57 main:574] : INFO : Epoch 1625 | loss: 0.0311406 | val_loss: 0.0311583 | Time: 3227.22 ms [2022-04-16 04:46:01 main:574] : INFO : Epoch 1626 | loss: 0.0311386 | val_loss: 0.0311601 | Time: 3361.97 ms [2022-04-16 04:46:04 main:574] : INFO : Epoch 1627 | loss: 0.0311394 | val_loss: 0.0311574 | Time: 3369.32 ms [2022-04-16 04:46:07 main:574] : INFO : Epoch 1628 | loss: 0.0311376 | val_loss: 0.03117 | Time: 3005.98 ms [2022-04-16 04:46:10 main:574] : INFO : Epoch 1629 | loss: 0.0311411 | val_loss: 0.0311612 | Time: 2904.3 ms [2022-04-16 04:46:13 main:574] : INFO : Epoch 1630 | loss: 0.0311369 | val_loss: 0.0311598 | Time: 2908.35 ms [2022-04-16 04:46:16 main:574] : INFO : Epoch 1631 | loss: 0.031136 | val_loss: 0.0311618 | Time: 2894.45 ms [2022-04-16 04:46:18 main:574] : INFO : Epoch 1632 | loss: 0.031137 | val_loss: 0.031162 | Time: 2855.89 ms [2022-04-16 04:46:21 main:574] : INFO : Epoch 1633 | loss: 0.0311357 | val_loss: 0.031159 | Time: 2888.16 ms [2022-04-16 04:46:24 main:574] : INFO : Epoch 1634 | loss: 0.0311367 | val_loss: 0.0311613 | Time: 2965.67 ms [2022-04-16 04:46:27 main:574] : INFO : Epoch 1635 | loss: 0.0311364 | val_loss: 0.0311615 | Time: 2938.63 ms [2022-04-16 04:46:30 main:574] : INFO : Epoch 1636 | loss: 0.031137 | val_loss: 0.0311605 | Time: 2983.17 ms [2022-04-16 04:46:33 main:574] : INFO : Epoch 1637 | loss: 0.0311347 | val_loss: 0.0311603 | Time: 2911.93 ms [2022-04-16 04:46:36 main:574] : INFO : Epoch 1638 | loss: 0.0311337 | val_loss: 0.0311615 | Time: 2874.79 ms [2022-04-16 04:46:39 main:574] : INFO : Epoch 1639 | loss: 0.0311338 | val_loss: 0.0311586 | Time: 2915.24 ms [2022-04-16 04:46:42 main:574] : INFO : Epoch 1640 | loss: 0.031133 | val_loss: 0.0311628 | Time: 2809.32 ms [2022-04-16 04:46:45 main:574] : INFO : Epoch 1641 | loss: 0.0311343 | val_loss: 0.0311614 | Time: 2866 ms [2022-04-16 04:46:48 main:574] : INFO : Epoch 1642 | loss: 0.0311347 | val_loss: 0.0311615 | Time: 2900.83 ms [2022-04-16 04:46:50 main:574] : INFO : Epoch 1643 | loss: 0.0311354 | val_loss: 0.0311638 | Time: 2838.42 ms [2022-04-16 04:46:53 main:574] : INFO : Epoch 1644 | loss: 0.0311356 | val_loss: 0.0311638 | Time: 2832.72 ms [2022-04-16 04:46:56 main:574] : INFO : Epoch 1645 | loss: 0.0311361 | val_loss: 0.0311563 | Time: 2863.21 ms [2022-04-16 04:46:59 main:574] : INFO : Epoch 1646 | loss: 0.0311361 | val_loss: 0.0311625 | Time: 2939.89 ms [2022-04-16 04:47:02 main:574] : INFO : Epoch 1647 | loss: 0.0311421 | val_loss: 0.0311675 | Time: 2820.93 ms [2022-04-16 04:47:05 main:574] : INFO : Epoch 1648 | loss: 0.0311405 | val_loss: 0.0311595 | Time: 2849.47 ms [2022-04-16 04:47:08 main:574] : INFO : Epoch 1649 | loss: 0.0311358 | val_loss: 0.0311594 | Time: 3555.67 ms [2022-04-16 04:47:12 main:574] : INFO : Epoch 1650 | loss: 0.0311357 | val_loss: 0.031161 | Time: 3381.29 ms [2022-04-16 04:47:25 main:574] : INFO : Epoch 1651 | loss: 0.0311345 | val_loss: 0.0311591 | Time: 13733.7 ms [2022-04-16 04:47:29 main:574] : INFO : Epoch 1652 | loss: 0.0311352 | val_loss: 0.0311589 | Time: 3404.3 ms [2022-04-16 04:47:32 main:574] : INFO : Epoch 1653 | loss: 0.0311338 | val_loss: 0.031161 | Time: 3300.78 ms [2022-04-16 04:47:35 main:574] : INFO : Epoch 1654 | loss: 0.0311342 | val_loss: 0.031163 | Time: 3234.38 ms [2022-04-16 04:47:39 main:574] : INFO : Epoch 1655 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 3254.71 ms [2022-04-16 04:47:42 main:574] : INFO : Epoch 1656 | loss: 0.0311359 | val_loss: 0.0311623 | Time: 3386.27 ms [2022-04-16 04:47:45 main:574] : INFO : Epoch 1657 | loss: 0.0311344 | val_loss: 0.0311595 | Time: 3435.97 ms [2022-04-16 04:47:49 main:574] : INFO : Epoch 1658 | loss: 0.0311331 | val_loss: 0.0311626 | Time: 3298.62 ms [2022-04-16 04:47:52 main:574] : INFO : Epoch 1659 | loss: 0.0311382 | val_loss: 0.0311631 | Time: 3330.89 ms [2022-04-16 04:48:06 main:574] : INFO : Epoch 1660 | loss: 0.0311428 | val_loss: 0.0311571 | Time: 13849.5 ms [2022-04-16 04:48:09 main:574] : INFO : Epoch 1661 | loss: 0.0311408 | val_loss: 0.0311627 | Time: 3262.71 ms [2022-04-16 04:48:13 main:574] : INFO : Epoch 1662 | loss: 0.0311398 | val_loss: 0.0311622 | Time: 3432.08 ms [2022-04-16 04:48:16 main:574] : INFO : Epoch 1663 | loss: 0.0311382 | val_loss: 0.03116 | Time: 3433.94 ms [2022-04-16 04:48:19 main:574] : INFO : Epoch 1664 | loss: 0.0311362 | val_loss: 0.0311607 | Time: 3402.57 ms [2022-04-16 04:48:23 main:574] : INFO : Epoch 1665 | loss: 0.0311369 | val_loss: 0.031161 | Time: 3321.36 ms [2022-04-16 04:48:26 main:574] : INFO : Epoch 1666 | loss: 0.0311348 | val_loss: 0.0311618 | Time: 3354.02 ms [2022-04-16 04:48:29 main:574] : INFO : Epoch 1667 | loss: 0.0311351 | val_loss: 0.0311614 | Time: 3296.99 ms [2022-04-16 04:48:33 main:574] : INFO : Epoch 1668 | loss: 0.0311361 | val_loss: 0.0311656 | Time: 3333.13 ms [2022-04-16 04:48:36 main:574] : INFO : Epoch 1669 | loss: 0.0311367 | val_loss: 0.0311617 | Time: 3186.33 ms [2022-04-16 04:48:39 main:574] : INFO : Epoch 1670 | loss: 0.0311353 | val_loss: 0.031166 | Time: 2860.65 ms [2022-04-16 04:48:42 main:574] : INFO : Epoch 1671 | loss: 0.0311355 | val_loss: 0.0311638 | Time: 2841.86 ms [2022-04-16 04:48:45 main:574] : INFO : Epoch 1672 | loss: 0.0311337 | val_loss: 0.0311631 | Time: 2780.87 ms [2022-04-16 04:48:47 main:574] : INFO : Epoch 1673 | loss: 0.0311341 | val_loss: 0.0311637 | Time: 2946.98 ms [2022-04-16 04:48:50 main:574] : INFO : Epoch 1674 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 2912.61 ms [2022-04-16 04:48:53 main:574] : INFO : Epoch 1675 | loss: 0.0311333 | val_loss: 0.0311615 | Time: 2889.81 ms [2022-04-16 04:48:56 main:574] : INFO : Epoch 1676 | loss: 0.0311344 | val_loss: 0.0311608 | Time: 2894.19 ms [2022-04-16 04:48:59 main:574] : INFO : Epoch 1677 | loss: 0.0311433 | val_loss: 0.0311625 | Time: 2873.5 ms [2022-04-16 04:49:02 main:574] : INFO : Epoch 1678 | loss: 0.0311448 | val_loss: 0.0311776 | Time: 2867.25 ms [2022-04-16 04:49:05 main:574] : INFO : Epoch 1679 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 2877.91 ms [2022-04-16 04:49:08 main:574] : INFO : Epoch 1680 | loss: 0.0311388 | val_loss: 0.031165 | Time: 2896.57 ms [2022-04-16 04:49:11 main:574] : INFO : Epoch 1681 | loss: 0.0311384 | val_loss: 0.0311609 | Time: 2901.02 ms [2022-04-16 04:49:14 main:574] : INFO : Epoch 1682 | loss: 0.0311365 | val_loss: 0.0311613 | Time: 2913.2 ms [2022-04-16 04:49:16 main:574] : INFO : Epoch 1683 | loss: 0.0311365 | val_loss: 0.0311629 | Time: 2898.45 ms [2022-04-16 04:49:19 main:574] : INFO : Epoch 1684 | loss: 0.0311364 | val_loss: 0.031168 | Time: 2908.52 ms [2022-04-16 04:49:22 main:574] : INFO : Epoch 1685 | loss: 0.0311364 | val_loss: 0.031163 | Time: 2811.31 ms [2022-04-16 04:49:25 main:574] : INFO : Epoch 1686 | loss: 0.0311314 | val_loss: 0.0311591 | Time: 2863.8 ms [2022-04-16 04:49:28 main:574] : INFO : Epoch 1687 | loss: 0.0311301 | val_loss: 0.0311581 | Time: 2902.73 ms [2022-04-16 04:49:31 main:574] : INFO : Epoch 1688 | loss: 0.031132 | val_loss: 0.0311584 | Time: 2855.45 ms [2022-04-16 04:49:34 main:574] : INFO : Epoch 1689 | loss: 0.0311336 | val_loss: 0.0311617 | Time: 2912.14 ms [2022-04-16 04:49:37 main:574] : INFO : Epoch 1690 | loss: 0.0311313 | val_loss: 0.0311602 | Time: 3195.52 ms [2022-04-16 04:49:40 main:574] : INFO : Epoch 1691 | loss: 0.0311341 | val_loss: 0.0311612 | Time: 3557.83 ms [2022-04-16 04:49:44 main:574] : INFO : Epoch 1692 | loss: 0.0311356 | val_loss: 0.031157 | Time: 3410.83 ms [2022-04-16 04:49:57 main:574] : INFO : Epoch 1693 | loss: 0.0311333 | val_loss: 0.0311613 | Time: 13358.4 ms [2022-04-16 04:50:00 main:574] : INFO : Epoch 1694 | loss: 0.0311341 | val_loss: 0.0311573 | Time: 3240.68 ms [2022-04-16 04:50:04 main:574] : INFO : Epoch 1695 | loss: 0.0311314 | val_loss: 0.0311601 | Time: 3405.11 ms [2022-04-16 04:50:07 main:574] : INFO : Epoch 1696 | loss: 0.031132 | val_loss: 0.0311583 | Time: 3299.55 ms [2022-04-16 04:50:11 main:574] : INFO : Epoch 1697 | loss: 0.0311317 | val_loss: 0.0311604 | Time: 3326.09 ms [2022-04-16 04:50:14 main:574] : INFO : Epoch 1698 | loss: 0.0311318 | val_loss: 0.031163 | Time: 3418.8 ms [2022-04-16 04:50:17 main:574] : INFO : Epoch 1699 | loss: 0.0311313 | val_loss: 0.0311586 | Time: 3375 ms [2022-04-16 04:50:21 main:574] : INFO : Epoch 1700 | loss: 0.0311291 | val_loss: 0.0311619 | Time: 3400.93 ms [2022-04-16 04:50:24 main:574] : INFO : Epoch 1701 | loss: 0.0311288 | val_loss: 0.0311616 | Time: 3524.7 ms [2022-04-16 04:50:38 main:574] : INFO : Epoch 1702 | loss: 0.0311296 | val_loss: 0.0311619 | Time: 13582.2 ms [2022-04-16 04:50:41 main:574] : INFO : Epoch 1703 | loss: 0.0311274 | val_loss: 0.0311599 | Time: 3480.8 ms [2022-04-16 04:50:45 main:574] : INFO : Epoch 1704 | loss: 0.031127 | val_loss: 0.0311633 | Time: 3239.18 ms [2022-04-16 04:50:48 main:574] : INFO : Epoch 1705 | loss: 0.031129 | val_loss: 0.0311591 | Time: 3411.99 ms [2022-04-16 04:50:51 main:574] : INFO : Epoch 1706 | loss: 0.0311297 | val_loss: 0.0311591 | Time: 3398.09 ms [2022-04-16 04:50:55 main:574] : INFO : Epoch 1707 | loss: 0.03113 | val_loss: 0.031163 | Time: 3324.13 ms [2022-04-16 04:50:58 main:574] : INFO : Epoch 1708 | loss: 0.0311292 | val_loss: 0.0311586 | Time: 3381.52 ms [2022-04-16 04:51:01 main:574] : INFO : Epoch 1709 | loss: 0.0311291 | val_loss: 0.0311589 | Time: 3314.15 ms [2022-04-16 04:51:05 main:574] : INFO : Epoch 1710 | loss: 0.0311271 | val_loss: 0.0311614 | Time: 3345.51 ms [2022-04-16 04:51:08 main:574] : INFO : Epoch 1711 | loss: 0.0311253 | val_loss: 0.0311585 | Time: 2888.05 ms [2022-04-16 04:51:10 main:574] : INFO : Epoch 1712 | loss: 0.0311252 | val_loss: 0.0311631 | Time: 2854.95 ms [2022-04-16 04:51:13 main:574] : INFO : Epoch 1713 | loss: 0.0311281 | val_loss: 0.031166 | Time: 2891.02 ms [2022-04-16 04:51:16 main:574] : INFO : Epoch 1714 | loss: 0.0311297 | val_loss: 0.0311659 | Time: 2962.57 ms [2022-04-16 04:51:19 main:574] : INFO : Epoch 1715 | loss: 0.031131 | val_loss: 0.0311625 | Time: 2836.86 ms [2022-04-16 04:51:22 main:574] : INFO : Epoch 1716 | loss: 0.0311319 | val_loss: 0.0311647 | Time: 2804.96 ms [2022-04-16 04:51:25 main:574] : INFO : Epoch 1717 | loss: 0.0311299 | val_loss: 0.0311583 | Time: 2865.14 ms [2022-04-16 04:51:28 main:574] : INFO : Epoch 1718 | loss: 0.031127 | val_loss: 0.0311643 | Time: 2872.15 ms [2022-04-16 04:51:31 main:574] : INFO : Epoch 1719 | loss: 0.0311319 | val_loss: 0.0311668 | Time: 2909.15 ms [2022-04-16 04:51:34 main:574] : INFO : Epoch 1720 | loss: 0.0311319 | val_loss: 0.0311607 | Time: 2871.02 ms [2022-04-16 04:51:36 main:574] : INFO : Epoch 1721 | loss: 0.03113 | val_loss: 0.0311631 | Time: 2905.72 ms [2022-04-16 04:51:39 main:574] : INFO : Epoch 1722 | loss: 0.0311295 | val_loss: 0.031165 | Time: 2858.42 ms [2022-04-16 04:51:42 main:574] : INFO : Epoch 1723 | loss: 0.0311311 | val_loss: 0.0311678 | Time: 2889.34 ms [2022-04-16 04:51:45 main:574] : INFO : Epoch 1724 | loss: 0.0311284 | val_loss: 0.031169 | Time: 2866.33 ms [2022-04-16 04:51:48 main:574] : INFO : Epoch 1725 | loss: 0.0311273 | val_loss: 0.0311647 | Time: 2877.95 ms [2022-04-16 04:51:51 main:574] : INFO : Epoch 1726 | loss: 0.0311276 | val_loss: 0.0311631 | Time: 2916.99 ms [2022-04-16 04:51:54 main:574] : INFO : Epoch 1727 | loss: 0.0311267 | val_loss: 0.0311657 | Time: 2832.27 ms [2022-04-16 04:51:57 main:574] : INFO : Epoch 1728 | loss: 0.0311264 | val_loss: 0.0311638 | Time: 2892.77 ms [2022-04-16 04:52:00 main:574] : INFO : Epoch 1729 | loss: 0.0311276 | val_loss: 0.0311578 | Time: 2898.55 ms [2022-04-16 04:52:02 main:574] : INFO : Epoch 1730 | loss: 0.0311257 | val_loss: 0.0311598 | Time: 2908.71 ms [2022-04-16 04:52:05 main:574] : INFO : Epoch 1731 | loss: 0.0311263 | val_loss: 0.0311633 | Time: 2985.69 ms [2022-04-16 04:52:29 main:574] : INFO : Epoch 1732 | loss: 0.0311269 | val_loss: 0.0311565 | Time: 23914 ms [2022-04-16 04:52:33 main:574] : INFO : Epoch 1733 | loss: 0.0311253 | val_loss: 0.031157 | Time: 3324.03 ms [2022-04-16 04:52:36 main:574] : INFO : Epoch 1734 | loss: 0.0311271 | val_loss: 0.031161 | Time: 3421.29 ms [2022-04-16 04:52:39 main:574] : INFO : Epoch 1735 | loss: 0.031126 | val_loss: 0.031162 | Time: 3269.68 ms [2022-04-16 04:52:43 main:574] : INFO : Epoch 1736 | loss: 0.0311268 | val_loss: 0.0311582 | Time: 3382.44 ms [2022-04-16 04:52:46 main:574] : INFO : Epoch 1737 | loss: 0.0311258 | val_loss: 0.031158 | Time: 3380.71 ms [2022-04-16 04:52:49 main:574] : INFO : Epoch 1738 | loss: 0.0311226 | val_loss: 0.0311634 | Time: 3331.53 ms [2022-04-16 04:52:53 main:574] : INFO : Epoch 1739 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 3474.16 ms [2022-04-16 04:52:56 main:574] : INFO : Epoch 1740 | loss: 0.0311277 | val_loss: 0.0311645 | Time: 3360.81 ms [2022-04-16 04:53:10 main:574] : INFO : Epoch 1741 | loss: 0.0311304 | val_loss: 0.0311547 | Time: 13712.4 ms [2022-04-16 04:53:13 main:574] : INFO : Epoch 1742 | loss: 0.0311286 | val_loss: 0.0311596 | Time: 3233.37 ms [2022-04-16 04:53:17 main:574] : INFO : Epoch 1743 | loss: 0.0311308 | val_loss: 0.0311651 | Time: 3342.33 ms [2022-04-16 04:53:20 main:574] : INFO : Epoch 1744 | loss: 0.0311312 | val_loss: 0.0311595 | Time: 3369.48 ms [2022-04-16 04:53:23 main:574] : INFO : Epoch 1745 | loss: 0.031129 | val_loss: 0.031158 | Time: 3355.43 ms [2022-04-16 04:53:27 main:574] : INFO : Epoch 1746 | loss: 0.0311253 | val_loss: 0.0311618 | Time: 3279.65 ms [2022-04-16 04:53:30 main:574] : INFO : Epoch 1747 | loss: 0.0311248 | val_loss: 0.031162 | Time: 3277.52 ms [2022-04-16 04:53:33 main:574] : INFO : Epoch 1748 | loss: 0.0311244 | val_loss: 0.0311583 | Time: 3436.87 ms [2022-04-16 04:53:37 main:574] : INFO : Epoch 1749 | loss: 0.0311277 | val_loss: 0.0311649 | Time: 3376.87 ms [2022-04-16 04:53:40 main:574] : INFO : Epoch 1750 | loss: 0.0311267 | val_loss: 0.0311633 | Time: 2990.38 ms [2022-04-16 04:53:43 main:574] : INFO : Epoch 1751 | loss: 0.0311241 | val_loss: 0.0311602 | Time: 2903.77 ms [2022-04-16 04:53:46 main:574] : INFO : Epoch 1752 | loss: 0.0311229 | val_loss: 0.0311611 | Time: 2949.73 ms [2022-04-16 04:53:48 main:574] : INFO : Epoch 1753 | loss: 0.0311228 | val_loss: 0.0311647 | Time: 2893.96 ms [2022-04-16 04:53:51 main:574] : INFO : Epoch 1754 | loss: 0.0311237 | val_loss: 0.0311587 | Time: 2884.96 ms [2022-04-16 04:53:54 main:574] : INFO : Epoch 1755 | loss: 0.0311201 | val_loss: 0.0311644 | Time: 2917.84 ms [2022-04-16 04:53:57 main:574] : INFO : Epoch 1756 | loss: 0.0311247 | val_loss: 0.0311638 | Time: 2880.42 ms [2022-04-16 04:54:00 main:574] : INFO : Epoch 1757 | loss: 0.0311262 | val_loss: 0.0311601 | Time: 2957.09 ms [2022-04-16 04:54:03 main:574] : INFO : Epoch 1758 | loss: 0.0311267 | val_loss: 0.0311634 | Time: 2999.71 ms [2022-04-16 04:54:06 main:574] : INFO : Epoch 1759 | loss: 0.0311258 | val_loss: 0.0311584 | Time: 2892.97 ms [2022-04-16 04:54:09 main:574] : INFO : Epoch 1760 | loss: 0.0311232 | val_loss: 0.031162 | Time: 2950.9 ms [2022-04-16 04:54:12 main:574] : INFO : Epoch 1761 | loss: 0.0311224 | val_loss: 0.031163 | Time: 2864.45 ms [2022-04-16 04:54:15 main:574] : INFO : Epoch 1762 | loss: 0.0311217 | val_loss: 0.0311663 | Time: 2887.86 ms [2022-04-16 04:54:18 main:574] : INFO : Epoch 1763 | loss: 0.0311243 | val_loss: 0.0311609 | Time: 2929.42 ms [2022-04-16 04:54:21 main:574] : INFO : Epoch 1764 | loss: 0.0311247 | val_loss: 0.0311602 | Time: 2915.72 ms [2022-04-16 04:54:24 main:574] : INFO : Epoch 1765 | loss: 0.0311247 | val_loss: 0.0311623 | Time: 2921.59 ms [2022-04-16 04:54:26 main:574] : INFO : Epoch 1766 | loss: 0.0311242 | val_loss: 0.0311635 | Time: 2888.58 ms [2022-04-16 04:54:29 main:574] : INFO : Epoch 1767 | loss: 0.0311225 | val_loss: 0.031156 | Time: 2892.42 ms [2022-04-16 04:54:32 main:574] : INFO : Epoch 1768 | loss: 0.0311218 | val_loss: 0.0311665 | Time: 2839.16 ms [2022-04-16 04:54:35 main:574] : INFO : Epoch 1769 | loss: 0.0311237 | val_loss: 0.0311626 | Time: 2965.43 ms [2022-04-16 04:54:38 main:574] : INFO : Epoch 1770 | loss: 0.0311262 | val_loss: 0.0311602 | Time: 2862.21 ms [2022-04-16 04:54:42 main:574] : INFO : Epoch 1771 | loss: 0.0311271 | val_loss: 0.0311754 | Time: 3638.13 ms [2022-04-16 04:54:45 main:574] : INFO : Epoch 1772 | loss: 0.0311291 | val_loss: 0.0311629 | Time: 3499.99 ms [2022-04-16 04:54:48 main:574] : INFO : Epoch 1773 | loss: 0.0311303 | val_loss: 0.0311632 | Time: 3321.29 ms [2022-04-16 04:55:02 main:574] : INFO : Epoch 1774 | loss: 0.0311266 | val_loss: 0.0311611 | Time: 13512.2 ms [2022-04-16 04:55:05 main:574] : INFO : Epoch 1775 | loss: 0.0311285 | val_loss: 0.0311613 | Time: 3204.94 ms [2022-04-16 04:55:08 main:574] : INFO : Epoch 1776 | loss: 0.0311247 | val_loss: 0.031162 | Time: 3218.95 ms [2022-04-16 04:55:12 main:574] : INFO : Epoch 1777 | loss: 0.0311246 | val_loss: 0.031167 | Time: 3880.4 ms [2022-04-16 04:55:17 main:574] : INFO : Epoch 1778 | loss: 0.0311257 | val_loss: 0.0311668 | Time: 4468.62 ms [2022-04-16 04:55:41 main:574] : INFO : Epoch 1779 | loss: 0.0311392 | val_loss: 0.0311645 | Time: 24506.1 ms [2022-04-16 04:55:45 main:574] : INFO : Epoch 1780 | loss: 0.03114 | val_loss: 0.0311624 | Time: 4033.32 ms [2022-04-16 04:55:49 main:574] : INFO : Epoch 1781 | loss: 0.0311347 | val_loss: 0.0311596 | Time: 4045.28 ms [2022-04-16 04:55:53 main:574] : INFO : Epoch 1782 | loss: 0.0311333 | val_loss: 0.031161 | Time: 4124.75 ms [2022-04-16 04:55:58 main:574] : INFO : Epoch 1783 | loss: 0.0311311 | val_loss: 0.0311594 | Time: 4129.77 ms [2022-04-16 04:56:02 main:574] : INFO : Epoch 1784 | loss: 0.03113 | val_loss: 0.0311625 | Time: 4182.7 ms [2022-04-16 04:56:06 main:574] : INFO : Epoch 1785 | loss: 0.0311266 | val_loss: 0.031164 | Time: 4076.9 ms [2022-04-16 04:56:10 main:574] : INFO : Epoch 1786 | loss: 0.0311299 | val_loss: 0.0311608 | Time: 4123.75 ms [2022-04-16 04:56:14 main:574] : INFO : Epoch 1787 | loss: 0.0311291 | val_loss: 0.0311633 | Time: 4164.16 ms [2022-04-16 04:56:18 main:574] : INFO : Epoch 1788 | loss: 0.0311285 | val_loss: 0.0311608 | Time: 3679.24 ms [2022-04-16 04:56:21 main:574] : INFO : Epoch 1789 | loss: 0.0311276 | val_loss: 0.03116 | Time: 3554.77 ms [2022-04-16 04:56:25 main:574] : INFO : Epoch 1790 | loss: 0.0311259 | val_loss: 0.0311624 | Time: 3667.71 ms [2022-04-16 04:56:29 main:574] : INFO : Epoch 1791 | loss: 0.031126 | val_loss: 0.0311614 | Time: 3589.22 ms [2022-04-16 04:56:32 main:574] : INFO : Epoch 1792 | loss: 0.0311247 | val_loss: 0.0311618 | Time: 3714.2 ms [2022-04-16 04:56:36 main:574] : INFO : Epoch 1793 | loss: 0.0311245 | val_loss: 0.0311663 | Time: 3462.8 ms [2022-04-16 04:56:40 main:574] : INFO : Epoch 1794 | loss: 0.0311276 | val_loss: 0.0311604 | Time: 3659.01 ms [2022-04-16 04:56:43 main:574] : INFO : Epoch 1795 | loss: 0.0311351 | val_loss: 0.031162 | Time: 3611.58 ms [2022-04-16 04:56:47 main:574] : INFO : Epoch 1796 | loss: 0.0311422 | val_loss: 0.0311547 | Time: 3537.3 ms [2022-04-16 04:56:50 main:574] : INFO : Epoch 1797 | loss: 0.0311364 | val_loss: 0.0311545 | Time: 3664.68 ms [2022-04-16 04:56:54 main:574] : INFO : Epoch 1798 | loss: 0.0311332 | val_loss: 0.0311547 | Time: 3516.46 ms [2022-04-16 04:56:58 main:574] : INFO : Epoch 1799 | loss: 0.0311343 | val_loss: 0.0311532 | Time: 3697.59 ms [2022-04-16 04:57:01 main:574] : INFO : Epoch 1800 | loss: 0.0311343 | val_loss: 0.0311547 | Time: 3583.08 ms [2022-04-16 04:57:05 main:574] : INFO : Epoch 1801 | loss: 0.0311321 | val_loss: 0.031163 | Time: 3691.27 ms [2022-04-16 04:57:09 main:574] : INFO : Epoch 1802 | loss: 0.0311317 | val_loss: 0.0311567 | Time: 3637.35 ms [2022-04-16 04:57:12 main:574] : INFO : Epoch 1803 | loss: 0.0311287 | val_loss: 0.0311575 | Time: 3520.94 ms [2022-04-16 04:57:16 main:574] : INFO : Epoch 1804 | loss: 0.0311259 | val_loss: 0.0311577 | Time: 3631.67 ms [2022-04-16 04:57:20 main:574] : INFO : Epoch 1805 | loss: 0.031128 | val_loss: 0.0311591 | Time: 4645.63 ms [2022-04-16 04:57:34 main:574] : INFO : Epoch 1806 | loss: 0.031128 | val_loss: 0.0311557 | Time: 14026.2 ms [2022-04-16 04:57:39 main:574] : INFO : Epoch 1807 | loss: 0.0311257 | val_loss: 0.0311645 | Time: 4197.62 ms [2022-04-16 04:57:43 main:574] : INFO : Epoch 1808 | loss: 0.031128 | val_loss: 0.0311614 | Time: 4143.93 ms [2022-04-16 04:57:47 main:574] : INFO : Epoch 1809 | loss: 0.0311277 | val_loss: 0.0311594 | Time: 4184.2 ms [2022-04-16 04:57:51 main:574] : INFO : Epoch 1810 | loss: 0.0311228 | val_loss: 0.0311596 | Time: 4136.12 ms [2022-04-16 04:57:55 main:574] : INFO : Epoch 1811 | loss: 0.0311229 | val_loss: 0.0311568 | Time: 4135.29 ms [2022-04-16 04:57:59 main:574] : INFO : Epoch 1812 | loss: 0.0311223 | val_loss: 0.0311587 | Time: 4086.94 ms [2022-04-16 04:58:03 main:574] : INFO : Epoch 1813 | loss: 0.0311215 | val_loss: 0.0311621 | Time: 4015.51 ms [2022-04-16 04:58:08 main:574] : INFO : Epoch 1814 | loss: 0.0311225 | val_loss: 0.0311594 | Time: 4426.2 ms [2022-04-16 04:58:22 main:574] : INFO : Epoch 1815 | loss: 0.0311308 | val_loss: 0.0311603 | Time: 14319.7 ms [2022-04-16 04:58:26 main:574] : INFO : Epoch 1816 | loss: 0.0311283 | val_loss: 0.0311576 | Time: 4101.81 ms [2022-04-16 04:58:30 main:574] : INFO : Epoch 1817 | loss: 0.0311232 | val_loss: 0.0311591 | Time: 4030.29 ms [2022-04-16 04:58:34 main:574] : INFO : Epoch 1818 | loss: 0.0311213 | val_loss: 0.031164 | Time: 4040.53 ms [2022-04-16 04:58:38 main:574] : INFO : Epoch 1819 | loss: 0.03112 | val_loss: 0.0311624 | Time: 4047.22 ms [2022-04-16 04:58:42 main:574] : INFO : Epoch 1820 | loss: 0.0311226 | val_loss: 0.0311578 | Time: 4074.88 ms [2022-04-16 04:58:47 main:574] : INFO : Epoch 1821 | loss: 0.0311248 | val_loss: 0.0311551 | Time: 4170.38 ms [2022-04-16 04:58:51 main:574] : INFO : Epoch 1822 | loss: 0.0311272 | val_loss: 0.0311569 | Time: 4168.95 ms [2022-04-16 04:58:55 main:574] : INFO : Epoch 1823 | loss: 0.031129 | val_loss: 0.0311575 | Time: 4127.89 ms [2022-04-16 04:58:59 main:574] : INFO : Epoch 1824 | loss: 0.031125 | val_loss: 0.031158 | Time: 3945.27 ms [2022-04-16 04:59:02 main:574] : INFO : Epoch 1825 | loss: 0.0311238 | val_loss: 0.0311618 | Time: 3631.46 ms [2022-04-16 04:59:06 main:574] : INFO : Epoch 1826 | loss: 0.031122 | val_loss: 0.031158 | Time: 3606.71 ms [2022-04-16 04:59:10 main:574] : INFO : Epoch 1827 | loss: 0.0311202 | val_loss: 0.031161 | Time: 3629.14 ms [2022-04-16 04:59:13 main:574] : INFO : Epoch 1828 | loss: 0.0311224 | val_loss: 0.0311657 | Time: 3568.35 ms [2022-04-16 04:59:17 main:574] : INFO : Epoch 1829 | loss: 0.0311227 | val_loss: 0.0311619 | Time: 3632.84 ms [2022-04-16 04:59:21 main:574] : INFO : Epoch 1830 | loss: 0.0311209 | val_loss: 0.0311581 | Time: 3688.16 ms [2022-04-16 04:59:24 main:574] : INFO : Epoch 1831 | loss: 0.031121 | val_loss: 0.0311605 | Time: 3596.74 ms [2022-04-16 04:59:28 main:574] : INFO : Epoch 1832 | loss: 0.0311187 | val_loss: 0.031161 | Time: 3636.18 ms [2022-04-16 04:59:31 main:574] : INFO : Epoch 1833 | loss: 0.0311184 | val_loss: 0.0311625 | Time: 3689.21 ms [2022-04-16 04:59:35 main:574] : INFO : Epoch 1834 | loss: 0.0311202 | val_loss: 0.0311625 | Time: 3733.36 ms [2022-04-16 04:59:39 main:574] : INFO : Epoch 1835 | loss: 0.0311214 | val_loss: 0.0311593 | Time: 3524.94 ms [2022-04-16 04:59:42 main:574] : INFO : Epoch 1836 | loss: 0.0311193 | val_loss: 0.0311702 | Time: 3747.75 ms [2022-04-16 04:59:46 main:574] : INFO : Epoch 1837 | loss: 0.0311192 | val_loss: 0.031163 | Time: 3543.47 ms [2022-04-16 04:59:50 main:574] : INFO : Epoch 1838 | loss: 0.0311189 | val_loss: 0.0311641 | Time: 3608.51 ms [2022-04-16 04:59:53 main:574] : INFO : Epoch 1839 | loss: 0.0311177 | val_loss: 0.0311659 | Time: 3565.16 ms [2022-04-16 04:59:57 main:574] : INFO : Epoch 1840 | loss: 0.0311175 | val_loss: 0.0311628 | Time: 3613.39 ms [2022-04-16 05:00:01 main:574] : INFO : Epoch 1841 | loss: 0.0311174 | val_loss: 0.0311631 | Time: 4647.16 ms [2022-04-16 05:00:16 main:574] : INFO : Epoch 1842 | loss: 0.0311152 | val_loss: 0.031164 | Time: 14329.4 ms [2022-04-16 05:00:20 main:574] : INFO : Epoch 1843 | loss: 0.0311162 | val_loss: 0.0311652 | Time: 4131.17 ms [2022-04-16 05:00:24 main:574] : INFO : Epoch 1844 | loss: 0.0311179 | val_loss: 0.0311644 | Time: 4136.83 ms [2022-04-16 05:00:28 main:574] : INFO : Epoch 1845 | loss: 0.0311209 | val_loss: 0.0311683 | Time: 4189.46 ms [2022-04-16 05:00:33 main:574] : INFO : Epoch 1846 | loss: 0.0311247 | val_loss: 0.0311683 | Time: 4223.46 ms [2022-04-16 05:00:37 main:574] : INFO : Epoch 1847 | loss: 0.0311253 | val_loss: 0.0311616 | Time: 4155.5 ms [2022-04-16 05:00:41 main:574] : INFO : Epoch 1848 | loss: 0.0311236 | val_loss: 0.0311629 | Time: 4319.9 ms [2022-04-16 05:00:45 main:574] : INFO : Epoch 1849 | loss: 0.0311208 | val_loss: 0.0311622 | Time: 4450.43 ms [2022-04-16 05:00:50 main:574] : INFO : Epoch 1850 | loss: 0.0311211 | val_loss: 0.0311623 | Time: 4903.41 ms [2022-04-16 05:29:09 main:574] : INFO : Epoch 1851 | loss: 0.03112 | val_loss: 0.0311668 | Time: 1.69884e+06 ms [2022-04-16 05:29:13 main:574] : INFO : Epoch 1852 | loss: 0.0311223 | val_loss: 0.0311668 | Time: 3697.84 ms [2022-04-16 05:29:17 main:574] : INFO : Epoch 1853 | loss: 0.0311171 | val_loss: 0.0311629 | Time: 3693.28 ms [2022-04-16 05:29:31 main:574] : INFO : Epoch 1854 | loss: 0.0311165 | val_loss: 0.0311611 | Time: 13988.1 ms [2022-04-16 05:29:34 main:574] : INFO : Epoch 1855 | loss: 0.0311192 | val_loss: 0.0311634 | Time: 3637.04 ms [2022-04-16 05:30:09 main:574] : INFO : Epoch 1856 | loss: 0.0311297 | val_loss: 0.0311803 | Time: 34273.9 ms [2022-04-16 05:30:13 main:574] : INFO : Epoch 1857 | loss: 0.0311358 | val_loss: 0.0311625 | Time: 4157.36 ms [2022-04-16 05:30:17 main:574] : INFO : Epoch 1858 | loss: 0.031123 | val_loss: 0.0311642 | Time: 4186.78 ms [2022-04-16 05:41:58 main:574] : INFO : Epoch 1859 | loss: 0.0311193 | val_loss: 0.0311576 | Time: 700821 ms [2022-04-16 05:42:02 main:574] : INFO : Epoch 1860 | loss: 0.0311181 | val_loss: 0.0311652 | Time: 4123.35 ms [2022-04-16 05:42:26 main:574] : INFO : Epoch 1861 | loss: 0.0311175 | val_loss: 0.0311598 | Time: 24429.1 ms [2022-04-16 05:42:30 main:574] : INFO : Epoch 1862 | loss: 0.0311173 | val_loss: 0.031159 | Time: 4119.81 ms [2022-04-16 05:42:34 main:574] : INFO : Epoch 1863 | loss: 0.031119 | val_loss: 0.0311621 | Time: 4040.6 ms [2022-04-16 05:42:39 main:574] : INFO : Epoch 1864 | loss: 0.0311158 | val_loss: 0.0311634 | Time: 4089.98 ms [2022-04-16 05:42:43 main:574] : INFO : Epoch 1865 | loss: 0.0311164 | val_loss: 0.0311622 | Time: 4073.46 ms [2022-04-16 05:42:47 main:574] : INFO : Epoch 1866 | loss: 0.0311167 | val_loss: 0.0311666 | Time: 4155.69 ms [2022-04-16 05:42:50 main:574] : INFO : Epoch 1867 | loss: 0.0311173 | val_loss: 0.0311653 | Time: 3629.7 ms [2022-04-16 05:42:54 main:574] : INFO : Epoch 1868 | loss: 0.031118 | val_loss: 0.0311629 | Time: 3628.45 ms [2022-04-16 05:42:58 main:574] : INFO : Epoch 1869 | loss: 0.0311184 | val_loss: 0.031166 | Time: 3623.8 ms [2022-04-16 05:43:01 main:574] : INFO : Epoch 1870 | loss: 0.0311169 | val_loss: 0.0311641 | Time: 3503.55 ms [2022-04-16 05:43:05 main:574] : INFO : Epoch 1871 | loss: 0.0311178 | val_loss: 0.0311616 | Time: 3663.88 ms [2022-04-16 05:43:08 main:574] : INFO : Epoch 1872 | loss: 0.0311194 | val_loss: 0.031166 | Time: 3642.13 ms [2022-04-16 05:43:12 main:574] : INFO : Epoch 1873 | loss: 0.0311151 | val_loss: 0.0311657 | Time: 3579.23 ms [2022-04-16 05:43:16 main:574] : INFO : Epoch 1874 | loss: 0.0311159 | val_loss: 0.031176 | Time: 3792.76 ms [2022-04-16 05:43:19 main:574] : INFO : Epoch 1875 | loss: 0.0311159 | val_loss: 0.0311661 | Time: 3561.1 ms [2022-04-16 05:43:23 main:574] : INFO : Epoch 1876 | loss: 0.0311148 | val_loss: 0.0311624 | Time: 3654.6 ms [2022-04-16 05:43:27 main:574] : INFO : Epoch 1877 | loss: 0.0311144 | val_loss: 0.0311652 | Time: 3637.33 ms [2022-04-16 05:43:30 main:574] : INFO : Epoch 1878 | loss: 0.0311146 | val_loss: 0.0311646 | Time: 3674.77 ms [2022-04-16 05:43:34 main:574] : INFO : Epoch 1879 | loss: 0.0311176 | val_loss: 0.0311653 | Time: 3645.81 ms [2022-04-16 05:43:38 main:574] : INFO : Epoch 1880 | loss: 0.0311156 | val_loss: 0.0311665 | Time: 3547.12 ms [2022-04-16 05:43:41 main:574] : INFO : Epoch 1881 | loss: 0.0311147 | val_loss: 0.0311675 | Time: 3635.48 ms [2022-04-16 05:43:45 main:574] : INFO : Epoch 1882 | loss: 0.0311141 | val_loss: 0.0311668 | Time: 3472.17 ms [2022-04-16 05:43:49 main:574] : INFO : Epoch 1883 | loss: 0.0311159 | val_loss: 0.0311668 | Time: 4357.81 ms [2022-04-16 05:43:53 main:574] : INFO : Epoch 1884 | loss: 0.0311201 | val_loss: 0.0311609 | Time: 4219.09 ms [2022-04-16 05:44:17 main:574] : INFO : Epoch 1885 | loss: 0.031123 | val_loss: 0.0311591 | Time: 24179.5 ms [2022-04-16 05:44:22 main:574] : INFO : Epoch 1886 | loss: 0.0311167 | val_loss: 0.0311612 | Time: 4108.64 ms [2022-04-16 05:44:26 main:574] : INFO : Epoch 1887 | loss: 0.0311196 | val_loss: 0.0311616 | Time: 3987.47 ms [2022-04-16 05:44:30 main:574] : INFO : Epoch 1888 | loss: 0.0311194 | val_loss: 0.0311777 | Time: 3960.01 ms [2022-04-16 05:44:34 main:574] : INFO : Epoch 1889 | loss: 0.0311226 | val_loss: 0.031164 | Time: 4134.25 ms [2022-04-16 05:44:38 main:574] : INFO : Epoch 1890 | loss: 0.0311183 | val_loss: 0.0311616 | Time: 4087.86 ms [2022-04-16 05:44:42 main:574] : INFO : Epoch 1891 | loss: 0.0311157 | val_loss: 0.0311695 | Time: 4061.72 ms [2022-04-16 05:44:46 main:574] : INFO : Epoch 1892 | loss: 0.0311179 | val_loss: 0.0311681 | Time: 4061.99 ms [2022-04-16 05:44:50 main:574] : INFO : Epoch 1893 | loss: 0.0311164 | val_loss: 0.031167 | Time: 4141.84 ms [2022-04-16 05:44:54 main:574] : INFO : Epoch 1894 | loss: 0.0311138 | val_loss: 0.0311665 | Time: 4072.98 ms [2022-04-16 05:44:58 main:574] : INFO : Epoch 1895 | loss: 0.0311176 | val_loss: 0.0311677 | Time: 4354.74 ms [2022-04-16 05:45:03 main:574] : INFO : Epoch 1896 | loss: 0.0311198 | val_loss: 0.0311668 | Time: 4090.14 ms [2022-04-16 05:45:16 main:574] : INFO : Epoch 1897 | loss: 0.0311168 | val_loss: 0.0311699 | Time: 13909 ms [2022-04-16 05:45:20 main:574] : INFO : Epoch 1898 | loss: 0.0311183 | val_loss: 0.0311659 | Time: 3976.39 ms [2022-04-16 05:45:24 main:574] : INFO : Epoch 1899 | loss: 0.0311174 | val_loss: 0.0311636 | Time: 4008.53 ms [2022-04-16 05:45:28 main:574] : INFO : Epoch 1900 | loss: 0.0311195 | val_loss: 0.0311672 | Time: 3939.25 ms [2022-04-16 05:45:33 main:574] : INFO : Epoch 1901 | loss: 0.031123 | val_loss: 0.0311626 | Time: 4111.65 ms [2022-04-16 05:45:37 main:574] : INFO : Epoch 1902 | loss: 0.0311254 | val_loss: 0.0311662 | Time: 4041.12 ms [2022-04-16 05:45:41 main:574] : INFO : Epoch 1903 | loss: 0.031122 | val_loss: 0.0311635 | Time: 4136.24 ms [2022-04-16 05:45:45 main:574] : INFO : Epoch 1904 | loss: 0.0311209 | val_loss: 0.0311671 | Time: 4088.33 ms [2022-04-16 05:45:49 main:574] : INFO : Epoch 1905 | loss: 0.0311166 | val_loss: 0.0311557 | Time: 4199.13 ms [2022-04-16 05:45:53 main:574] : INFO : Epoch 1906 | loss: 0.0311152 | val_loss: 0.0311678 | Time: 4085.17 ms [2022-04-16 05:45:57 main:574] : INFO : Epoch 1907 | loss: 0.0311148 | val_loss: 0.0311597 | Time: 3779.45 ms [2022-04-16 05:46:00 main:574] : INFO : Epoch 1908 | loss: 0.0311171 | val_loss: 0.0311608 | Time: 3536.09 ms [2022-04-16 05:46:04 main:574] : INFO : Epoch 1909 | loss: 0.0311142 | val_loss: 0.0311614 | Time: 3547.91 ms [2022-04-16 05:46:08 main:574] : INFO : Epoch 1910 | loss: 0.0311139 | val_loss: 0.0311664 | Time: 3569.01 ms [2022-04-16 05:46:11 main:574] : INFO : Epoch 1911 | loss: 0.031117 | val_loss: 0.0311671 | Time: 3649.65 ms [2022-04-16 05:46:15 main:574] : INFO : Epoch 1912 | loss: 0.0311132 | val_loss: 0.0311653 | Time: 3495.58 ms [2022-04-16 05:46:18 main:574] : INFO : Epoch 1913 | loss: 0.0311094 | val_loss: 0.0311626 | Time: 3645.08 ms [2022-04-16 05:46:22 main:574] : INFO : Epoch 1914 | loss: 0.031113 | val_loss: 0.0311676 | Time: 3500.12 ms [2022-04-16 05:46:25 main:574] : INFO : Epoch 1915 | loss: 0.0311139 | val_loss: 0.0311682 | Time: 3567.59 ms [2022-04-16 05:46:29 main:574] : INFO : Epoch 1916 | loss: 0.0311177 | val_loss: 0.0311607 | Time: 3767.06 ms [2022-04-16 05:46:33 main:574] : INFO : Epoch 1917 | loss: 0.0311194 | val_loss: 0.03117 | Time: 3634.96 ms [2022-04-16 05:46:36 main:574] : INFO : Epoch 1918 | loss: 0.0311159 | val_loss: 0.0311674 | Time: 3604.76 ms [2022-04-16 05:46:40 main:574] : INFO : Epoch 1919 | loss: 0.0311125 | val_loss: 0.0311621 | Time: 3542.01 ms [2022-04-16 05:46:44 main:574] : INFO : Epoch 1920 | loss: 0.0311126 | val_loss: 0.0311643 | Time: 3700.5 ms [2022-04-16 05:46:47 main:574] : INFO : Epoch 1921 | loss: 0.0311088 | val_loss: 0.0311643 | Time: 3436.78 ms [2022-04-16 05:46:51 main:574] : INFO : Epoch 1922 | loss: 0.0311117 | val_loss: 0.0311629 | Time: 3562.58 ms [2022-04-16 05:46:54 main:574] : INFO : Epoch 1923 | loss: 0.0311117 | val_loss: 0.031168 | Time: 3513.02 ms [2022-04-16 05:46:58 main:574] : INFO : Epoch 1924 | loss: 0.0311128 | val_loss: 0.031161 | Time: 4239.73 ms [2022-04-16 05:47:03 main:574] : INFO : Epoch 1925 | loss: 0.0311092 | val_loss: 0.0311671 | Time: 4193.02 ms [2022-04-16 05:47:07 main:574] : INFO : Epoch 1926 | loss: 0.0311125 | val_loss: 0.0311743 | Time: 4138.2 ms [2022-04-16 05:47:21 main:574] : INFO : Epoch 1927 | loss: 0.0311184 | val_loss: 0.0311704 | Time: 14063.3 ms [2022-04-16 05:47:25 main:574] : INFO : Epoch 1928 | loss: 0.0311137 | val_loss: 0.0311643 | Time: 3997.18 ms [2022-04-16 05:47:29 main:574] : INFO : Epoch 1929 | loss: 0.0311179 | val_loss: 0.0311606 | Time: 4045.54 ms [2022-04-16 05:47:33 main:574] : INFO : Epoch 1930 | loss: 0.0311129 | val_loss: 0.0311663 | Time: 4244.43 ms [2022-04-16 05:47:37 main:574] : INFO : Epoch 1931 | loss: 0.0311087 | val_loss: 0.0311675 | Time: 4141.14 ms [2022-04-16 05:47:41 main:574] : INFO : Epoch 1932 | loss: 0.0311093 | val_loss: 0.0311686 | Time: 3993.39 ms [2022-04-16 05:47:46 main:574] : INFO : Epoch 1933 | loss: 0.0311116 | val_loss: 0.0311649 | Time: 4157.32 ms [2022-04-16 05:47:50 main:574] : INFO : Epoch 1934 | loss: 0.0311093 | val_loss: 0.0311616 | Time: 4082.64 ms [2022-04-16 05:47:54 main:574] : INFO : Epoch 1935 | loss: 0.0311116 | val_loss: 0.0311639 | Time: 4479.42 ms [2022-04-16 05:48:08 main:574] : INFO : Epoch 1936 | loss: 0.0311111 | val_loss: 0.0311609 | Time: 14228.3 ms [2022-04-16 05:48:12 main:574] : INFO : Epoch 1937 | loss: 0.0311125 | val_loss: 0.0311672 | Time: 4056.69 ms [2022-04-16 05:48:17 main:574] : INFO : Epoch 1938 | loss: 0.0311128 | val_loss: 0.0311592 | Time: 4193.93 ms [2022-04-16 05:48:21 main:574] : INFO : Epoch 1939 | loss: 0.0311104 | val_loss: 0.0311615 | Time: 4193.86 ms [2022-04-16 05:48:25 main:574] : INFO : Epoch 1940 | loss: 0.0311104 | val_loss: 0.0311629 | Time: 4332.83 ms [2022-04-16 05:48:29 main:574] : INFO : Epoch 1941 | loss: 0.0311085 | val_loss: 0.0311653 | Time: 4073.9 ms [2022-04-16 05:48:33 main:574] : INFO : Epoch 1942 | loss: 0.0311114 | val_loss: 0.0311764 | Time: 4191.06 ms [2022-04-16 05:48:38 main:574] : INFO : Epoch 1943 | loss: 0.0311107 | val_loss: 0.0311611 | Time: 4169.85 ms [2022-04-16 05:48:41 main:574] : INFO : Epoch 1944 | loss: 0.0311074 | val_loss: 0.0311669 | Time: 3829.48 ms [2022-04-16 05:48:45 main:574] : INFO : Epoch 1945 | loss: 0.0311083 | val_loss: 0.0311623 | Time: 3656.55 ms [2022-04-16 05:48:49 main:574] : INFO : Epoch 1946 | loss: 0.0311079 | val_loss: 0.0311686 | Time: 3585.76 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2060) [2022-04-16 06:54:28 main:435] : INFO : Set logging level to 1 [2022-04-16 06:54:28 main:441] : INFO : Running in BOINC Client mode [2022-04-16 06:54:28 main:444] : INFO : Resolving all filenames [2022-04-16 06:54:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-16 06:54:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-16 06:54:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-16 06:54:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-16 06:54:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-16 06:54:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-16 06:54:28 main:474] : INFO : Configuration: [2022-04-16 06:54:28 main:475] : INFO : Model type: GRU [2022-04-16 06:54:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-16 06:54:28 main:477] : INFO : Max Epochs: 2048 [2022-04-16 06:54:28 main:478] : INFO : Batch Size: 128 [2022-04-16 06:54:28 main:479] : INFO : Learning Rate: 0.01 [2022-04-16 06:54:28 main:480] : INFO : Patience: 10 [2022-04-16 06:54:28 main:481] : INFO : Hidden Width: 12 [2022-04-16 06:54:28 main:482] : INFO : # Recurrent Layers: 4 [2022-04-16 06:54:28 main:483] : INFO : # Backend Layers: 4 [2022-04-16 06:54:28 main:484] : INFO : # Threads: 1 [2022-04-16 06:54:28 main:486] : INFO : Preparing Dataset [2022-04-16 06:54:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-16 06:54:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-16 06:54:30 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-16 06:54:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-16 06:54:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-16 06:54:30 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-16 06:54:30 main:494] : INFO : Creating Model [2022-04-16 06:54:30 main:507] : INFO : Preparing config file [2022-04-16 06:54:30 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-16 06:54:30 main:512] : INFO : Loading config [2022-04-16 06:54:30 main:514] : INFO : Loading state [2022-04-16 06:54:31 main:559] : INFO : Loading DataLoader into Memory [2022-04-16 06:54:31 main:562] : INFO : Starting Training [2022-04-16 06:54:35 main:574] : INFO : Epoch 1947 | loss: 0.0312764 | val_loss: 0.0312147 | Time: 3951.86 ms [2022-04-16 06:54:39 main:574] : INFO : Epoch 1948 | loss: 0.0311391 | val_loss: 0.0311834 | Time: 3680.68 ms [2022-04-16 06:54:42 main:574] : INFO : Epoch 1949 | loss: 0.031115 | val_loss: 0.0311693 | Time: 3708.6 ms [2022-04-16 06:54:46 main:574] : INFO : Epoch 1950 | loss: 0.0311121 | val_loss: 0.0311721 | Time: 3548.02 ms [2022-04-16 06:54:50 main:574] : INFO : Epoch 1951 | loss: 0.0311139 | val_loss: 0.0311614 | Time: 3825.95 ms [2022-04-16 06:54:53 main:574] : INFO : Epoch 1952 | loss: 0.0311118 | val_loss: 0.0311638 | Time: 3589.69 ms [2022-04-16 06:54:57 main:574] : INFO : Epoch 1953 | loss: 0.0311129 | val_loss: 0.0311647 | Time: 3646.68 ms [2022-04-16 06:55:01 main:574] : INFO : Epoch 1954 | loss: 0.031111 | val_loss: 0.031163 | Time: 3555.87 ms [2022-04-16 06:55:05 main:574] : INFO : Epoch 1955 | loss: 0.0311093 | val_loss: 0.0311626 | Time: 4125.57 ms [2022-04-16 06:55:29 main:574] : INFO : Epoch 1956 | loss: 0.0311066 | val_loss: 0.0311718 | Time: 24520.9 ms [2022-04-16 06:55:33 main:574] : INFO : Epoch 1957 | loss: 0.0311113 | val_loss: 0.0311674 | Time: 4162.96 ms [2022-04-16 06:55:38 main:574] : INFO : Epoch 1958 | loss: 0.031114 | val_loss: 0.0311638 | Time: 4147.52 ms [2022-04-16 06:55:42 main:574] : INFO : Epoch 1959 | loss: 0.0311112 | val_loss: 0.0311716 | Time: 4196.21 ms [2022-04-16 06:55:46 main:574] : INFO : Epoch 1960 | loss: 0.0311107 | val_loss: 0.0311637 | Time: 4014.84 ms [2022-04-16 06:55:50 main:574] : INFO : Epoch 1961 | loss: 0.031111 | val_loss: 0.0311659 | Time: 4250.49 ms [2022-04-16 06:55:54 main:574] : INFO : Epoch 1962 | loss: 0.0311099 | val_loss: 0.0311632 | Time: 4180.3 ms [2022-04-16 06:55:59 main:574] : INFO : Epoch 1963 | loss: 0.0311067 | val_loss: 0.0311659 | Time: 4482.05 ms [2022-04-16 06:56:03 main:574] : INFO : Epoch 1964 | loss: 0.0311102 | val_loss: 0.031166 | Time: 4292.59 ms [2022-04-16 06:56:17 main:574] : INFO : Epoch 1965 | loss: 0.0311061 | val_loss: 0.0311656 | Time: 14073 ms [2022-04-16 06:56:21 main:574] : INFO : Epoch 1966 | loss: 0.0311063 | val_loss: 0.0311647 | Time: 4316.9 ms [2022-04-16 06:56:26 main:574] : INFO : Epoch 1967 | loss: 0.0311082 | val_loss: 0.0311621 | Time: 4279.05 ms [2022-04-16 06:56:30 main:574] : INFO : Epoch 1968 | loss: 0.0311079 | val_loss: 0.0311702 | Time: 4341.34 ms [2022-04-16 06:56:34 main:574] : INFO : Epoch 1969 | loss: 0.0311074 | val_loss: 0.0311716 | Time: 4216.38 ms [2022-04-16 06:56:58 main:574] : INFO : Epoch 1970 | loss: 0.031105 | val_loss: 0.0311617 | Time: 24127.7 ms [2022-04-16 06:57:02 main:574] : INFO : Epoch 1971 | loss: 0.0311038 | val_loss: 0.0311703 | Time: 3577.39 ms [2022-04-16 06:57:06 main:574] : INFO : Epoch 1972 | loss: 0.0311117 | val_loss: 0.031172 | Time: 3528.46 ms [2022-04-16 06:57:09 main:574] : INFO : Epoch 1973 | loss: 0.031112 | val_loss: 0.0311632 | Time: 3661.85 ms [2022-04-16 06:57:13 main:574] : INFO : Epoch 1974 | loss: 0.0311112 | val_loss: 0.0311635 | Time: 3649.65 ms [2022-04-16 06:57:16 main:574] : INFO : Epoch 1975 | loss: 0.0311183 | val_loss: 0.0311665 | Time: 3454.04 ms [2022-04-16 06:57:20 main:574] : INFO : Epoch 1976 | loss: 0.0311182 | val_loss: 0.0311651 | Time: 3709.18 ms [2022-04-16 06:57:24 main:574] : INFO : Epoch 1977 | loss: 0.0311122 | val_loss: 0.0311687 | Time: 3618.98 ms [2022-04-16 06:57:27 main:574] : INFO : Epoch 1978 | loss: 0.03111 | val_loss: 0.031165 | Time: 3574.75 ms [2022-04-16 06:57:31 main:574] : INFO : Epoch 1979 | loss: 0.0311116 | val_loss: 0.0311696 | Time: 3506.68 ms [2022-04-16 06:57:34 main:574] : INFO : Epoch 1980 | loss: 0.0311075 | val_loss: 0.0311704 | Time: 3603.78 ms [2022-04-16 06:57:38 main:574] : INFO : Epoch 1981 | loss: 0.0311072 | val_loss: 0.0311669 | Time: 3744.83 ms [2022-04-16 06:57:42 main:574] : INFO : Epoch 1982 | loss: 0.0311111 | val_loss: 0.031166 | Time: 3673.21 ms [2022-04-16 06:57:45 main:574] : INFO : Epoch 1983 | loss: 0.0311115 | val_loss: 0.0311703 | Time: 3643.48 ms [2022-04-16 06:57:49 main:574] : INFO : Epoch 1984 | loss: 0.0311136 | val_loss: 0.0311677 | Time: 3656.05 ms [2022-04-16 06:57:54 main:574] : INFO : Epoch 1985 | loss: 0.0311181 | val_loss: 0.0311658 | Time: 4829.18 ms [2022-04-16 06:58:08 main:574] : INFO : Epoch 1986 | loss: 0.0311141 | val_loss: 0.0311652 | Time: 14437.1 ms [2022-04-16 06:58:13 main:574] : INFO : Epoch 1987 | loss: 0.0311131 | val_loss: 0.0311693 | Time: 4114.63 ms [2022-04-16 06:58:17 main:574] : INFO : Epoch 1988 | loss: 0.0311086 | val_loss: 0.0311641 | Time: 4146.67 ms [2022-04-16 06:58:21 main:574] : INFO : Epoch 1989 | loss: 0.0311048 | val_loss: 0.0311713 | Time: 4049.73 ms [2022-04-16 06:58:25 main:574] : INFO : Epoch 1990 | loss: 0.0311101 | val_loss: 0.0311677 | Time: 4217.26 ms [2022-04-16 06:58:29 main:574] : INFO : Epoch 1991 | loss: 0.0311057 | val_loss: 0.0311671 | Time: 4154.18 ms [2022-04-16 06:58:33 main:574] : INFO : Epoch 1992 | loss: 0.0311057 | val_loss: 0.0311685 | Time: 4158.06 ms [2022-04-16 06:58:37 main:574] : INFO : Epoch 1993 | loss: 0.0311032 | val_loss: 0.0311616 | Time: 4125.52 ms [2022-04-16 06:58:41 main:574] : INFO : Epoch 1994 | loss: 0.0311083 | val_loss: 0.0311787 | Time: 4046.79 ms [2022-04-16 06:58:46 main:574] : INFO : Epoch 1995 | loss: 0.0311061 | val_loss: 0.0311637 | Time: 4476.67 ms [2022-04-16 06:59:00 main:574] : INFO : Epoch 1996 | loss: 0.0311029 | val_loss: 0.0311745 | Time: 14277.5 ms [2022-04-16 06:59:04 main:574] : INFO : Epoch 1997 | loss: 0.031105 | val_loss: 0.0311617 | Time: 3938.85 ms [2022-04-16 06:59:08 main:574] : INFO : Epoch 1998 | loss: 0.0311083 | val_loss: 0.0311735 | Time: 4097.9 ms [2022-04-16 06:59:12 main:574] : INFO : Epoch 1999 | loss: 0.0311061 | val_loss: 0.0311718 | Time: 4078.36 ms [2022-04-16 06:59:16 main:574] : INFO : Epoch 2000 | loss: 0.0311057 | val_loss: 0.0311607 | Time: 4013.75 ms [2022-04-16 06:59:20 main:574] : INFO : Epoch 2001 | loss: 0.0311061 | val_loss: 0.0311683 | Time: 4110.14 ms [2022-04-16 06:59:25 main:574] : INFO : Epoch 2002 | loss: 0.0311051 | val_loss: 0.0311704 | Time: 4123.1 ms [2022-04-16 06:59:29 main:574] : INFO : Epoch 2003 | loss: 0.0311034 | val_loss: 0.0311726 | Time: 4193.24 ms [2022-04-16 06:59:33 main:574] : INFO : Epoch 2004 | loss: 0.0311076 | val_loss: 0.031166 | Time: 4034.72 ms [2022-04-16 06:59:36 main:574] : INFO : Epoch 2005 | loss: 0.0311096 | val_loss: 0.0311712 | Time: 3647.16 ms [2022-04-16 06:59:40 main:574] : INFO : Epoch 2006 | loss: 0.0311085 | val_loss: 0.0311721 | Time: 3526.32 ms [2022-04-16 06:59:44 main:574] : INFO : Epoch 2007 | loss: 0.031105 | val_loss: 0.0311663 | Time: 3495.69 ms [2022-04-16 06:59:47 main:574] : INFO : Epoch 2008 | loss: 0.0311022 | val_loss: 0.031166 | Time: 3684.76 ms [2022-04-16 06:59:51 main:574] : INFO : Epoch 2009 | loss: 0.0311033 | val_loss: 0.0311669 | Time: 3503 ms [2022-04-16 06:59:54 main:574] : INFO : Epoch 2010 | loss: 0.0311098 | val_loss: 0.0311686 | Time: 3573.73 ms [2022-04-16 06:59:58 main:574] : INFO : Epoch 2011 | loss: 0.0311069 | val_loss: 0.0311724 | Time: 3513.68 ms [2022-04-16 07:00:01 main:574] : INFO : Epoch 2012 | loss: 0.0311032 | val_loss: 0.0311655 | Time: 3618.76 ms [2022-04-16 07:00:05 main:574] : INFO : Epoch 2013 | loss: 0.0311043 | val_loss: 0.0311697 | Time: 3595 ms [2022-04-16 07:00:09 main:574] : INFO : Epoch 2014 | loss: 0.031107 | val_loss: 0.0311783 | Time: 3615.94 ms [2022-04-16 07:00:12 main:574] : INFO : Epoch 2015 | loss: 0.0311074 | val_loss: 0.0311689 | Time: 3575.01 ms [2022-04-16 07:00:16 main:574] : INFO : Epoch 2016 | loss: 0.0311035 | val_loss: 0.0311643 | Time: 3573.96 ms [2022-04-16 07:00:19 main:574] : INFO : Epoch 2017 | loss: 0.0311033 | val_loss: 0.0311681 | Time: 3567.44 ms [2022-04-16 07:00:23 main:574] : INFO : Epoch 2018 | loss: 0.031104 | val_loss: 0.0311779 | Time: 3524.53 ms [2022-04-16 07:00:27 main:574] : INFO : Epoch 2019 | loss: 0.0311168 | val_loss: 0.0311728 | Time: 3608.43 ms [2022-04-16 07:00:30 main:574] : INFO : Epoch 2020 | loss: 0.031123 | val_loss: 0.0311639 | Time: 3588.81 ms [2022-04-16 07:00:34 main:574] : INFO : Epoch 2021 | loss: 0.0311257 | val_loss: 0.0311662 | Time: 3584.62 ms [2022-04-16 07:00:38 main:574] : INFO : Epoch 2022 | loss: 0.0311182 | val_loss: 0.0311615 | Time: 4594.3 ms [2022-04-16 07:28:57 main:574] : INFO : Epoch 2023 | loss: 0.0311176 | val_loss: 0.0311703 | Time: 1.69853e+06 ms [2022-04-16 07:29:01 main:574] : INFO : Epoch 2024 | loss: 0.0311198 | val_loss: 0.031181 | Time: 3718.47 ms [2022-04-16 07:29:15 main:574] : INFO : Epoch 2025 | loss: 0.0311131 | val_loss: 0.0311642 | Time: 14134.7 ms [2022-04-16 07:29:19 main:574] : INFO : Epoch 2026 | loss: 0.0311099 | val_loss: 0.0311663 | Time: 4277.24 ms [2022-04-16 07:29:23 main:574] : INFO : Epoch 2027 | loss: 0.0311091 | val_loss: 0.0311716 | Time: 4225.5 ms [2022-04-16 07:29:38 main:574] : INFO : Epoch 2028 | loss: 0.0311115 | val_loss: 0.0311646 | Time: 14396.1 ms [2022-04-16 07:29:42 main:574] : INFO : Epoch 2029 | loss: 0.0311091 | val_loss: 0.0311649 | Time: 4215.95 ms [2022-04-16 07:30:16 main:574] : INFO : Epoch 2030 | loss: 0.031104 | val_loss: 0.0311659 | Time: 34566.1 ms [2022-04-16 07:30:21 main:574] : INFO : Epoch 2031 | loss: 0.0311045 | val_loss: 0.0311697 | Time: 4254.54 ms [2022-04-16 07:42:01 main:574] : INFO : Epoch 2032 | loss: 0.0311099 | val_loss: 0.0311661 | Time: 700719 ms [2022-04-16 07:42:06 main:574] : INFO : Epoch 2033 | loss: 0.0311073 | val_loss: 0.0311636 | Time: 4189.37 ms [2022-04-16 07:42:10 main:574] : INFO : Epoch 2034 | loss: 0.0311086 | val_loss: 0.0311689 | Time: 4043.34 ms [2022-04-16 07:42:14 main:574] : INFO : Epoch 2035 | loss: 0.0311147 | val_loss: 0.0311683 | Time: 4230.16 ms [2022-04-16 07:42:18 main:574] : INFO : Epoch 2036 | loss: 0.0311102 | val_loss: 0.0311639 | Time: 4050.75 ms [2022-04-16 07:42:32 main:574] : INFO : Epoch 2037 | loss: 0.0311099 | val_loss: 0.0311659 | Time: 14069.2 ms [2022-04-16 07:42:36 main:574] : INFO : Epoch 2038 | loss: 0.0311063 | val_loss: 0.0311702 | Time: 3563.04 ms [2022-04-16 07:42:39 main:574] : INFO : Epoch 2039 | loss: 0.0311111 | val_loss: 0.0311693 | Time: 3507.6 ms [2022-04-16 07:42:43 main:574] : INFO : Epoch 2040 | loss: 0.0311117 | val_loss: 0.0311785 | Time: 3494.81 ms [2022-04-16 07:42:46 main:574] : INFO : Epoch 2041 | loss: 0.0311079 | val_loss: 0.0311685 | Time: 3519 ms [2022-04-16 07:42:50 main:574] : INFO : Epoch 2042 | loss: 0.0311089 | val_loss: 0.0311774 | Time: 3608.56 ms [2022-04-16 07:42:53 main:574] : INFO : Epoch 2043 | loss: 0.0311049 | val_loss: 0.0311686 | Time: 3604.67 ms [2022-04-16 07:42:57 main:574] : INFO : Epoch 2044 | loss: 0.031103 | val_loss: 0.0311668 | Time: 3523.92 ms [2022-04-16 07:43:00 main:574] : INFO : Epoch 2045 | loss: 0.0311038 | val_loss: 0.0311658 | Time: 3557.43 ms [2022-04-16 07:43:04 main:574] : INFO : Epoch 2046 | loss: 0.0311084 | val_loss: 0.0311655 | Time: 3657.75 ms [2022-04-16 07:43:08 main:574] : INFO : Epoch 2047 | loss: 0.0311113 | val_loss: 0.0311637 | Time: 3641.98 ms [2022-04-16 07:43:11 main:574] : INFO : Epoch 2048 | loss: 0.0311209 | val_loss: 0.0311628 | Time: 3499.23 ms [2022-04-16 07:43:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311628 [2022-04-16 07:43:11 main:603] : INFO : Saving end state to config to file [2022-04-16 07:43:11 main:608] : INFO : Success, exiting.. 07:43:11 (21904): 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)