Task 14597137
| Name | ParityModified-1647045372-4201-3-0_0 |
| Workunit | 11618351 |
| Created | 11 Apr 2022, 11:44:01 UTC |
| Sent | 11 Apr 2022, 11:44:41 UTC |
| Report deadline | 19 Apr 2022, 11:44:41 UTC |
| Received | 18 Apr 2022, 21:45:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 39 min 18 sec |
| CPU time | 1 hours 30 min 50 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>
main:574] : INFO : Epoch 1567 | loss: 0.0311191 | val_loss: 0.0311665 | Time: 2862.29 ms
[2022-04-18 12:56:44 main:574] : INFO : Epoch 1568 | loss: 0.0311173 | val_loss: 0.0311574 | Time: 2826.9 ms
[2022-04-18 12:56:47 main:574] : INFO : Epoch 1569 | loss: 0.0311144 | val_loss: 0.0311657 | Time: 2874.86 ms
[2022-04-18 12:56:50 main:574] : INFO : Epoch 1570 | loss: 0.0311125 | val_loss: 0.0311676 | Time: 2824.36 ms
[2022-04-18 12:56:53 main:574] : INFO : Epoch 1571 | loss: 0.0311113 | val_loss: 0.0311636 | Time: 2849.58 ms
[2022-04-18 12:56:56 main:574] : INFO : Epoch 1572 | loss: 0.0311106 | val_loss: 0.0311614 | Time: 2916.5 ms
[2022-04-18 12:56:59 main:574] : INFO : Epoch 1573 | loss: 0.0311101 | val_loss: 0.0311629 | Time: 2880.48 ms
[2022-04-18 12:57:01 main:574] : INFO : Epoch 1574 | loss: 0.0311083 | val_loss: 0.0311579 | Time: 2851.18 ms
[2022-04-18 12:57:04 main:574] : INFO : Epoch 1575 | loss: 0.03111 | val_loss: 0.0311702 | Time: 2830.24 ms
[2022-04-18 12:57:07 main:574] : INFO : Epoch 1576 | loss: 0.0311081 | val_loss: 0.0311641 | Time: 2875.53 ms
[2022-04-18 12:57:10 main:574] : INFO : Epoch 1577 | loss: 0.0311108 | val_loss: 0.0311607 | Time: 2916.55 ms
[2022-04-18 12:57:13 main:574] : INFO : Epoch 1578 | loss: 0.0311122 | val_loss: 0.0311714 | Time: 2916.09 ms
[2022-04-18 12:57:16 main:574] : INFO : Epoch 1579 | loss: 0.0311126 | val_loss: 0.0311615 | Time: 2830.95 ms
[2022-04-18 12:57:19 main:574] : INFO : Epoch 1580 | loss: 0.0311105 | val_loss: 0.0311585 | Time: 2846.74 ms
[2022-04-18 12:57:22 main:574] : INFO : Epoch 1581 | loss: 0.0311115 | val_loss: 0.0311647 | Time: 2928.24 ms
[2022-04-18 12:57:24 main:574] : INFO : Epoch 1582 | loss: 0.0311148 | val_loss: 0.031163 | Time: 2796.43 ms
[2022-04-18 12:57:27 main:574] : INFO : Epoch 1583 | loss: 0.0311114 | val_loss: 0.0311617 | Time: 2862.83 ms
[2022-04-18 12:57:30 main:574] : INFO : Epoch 1584 | loss: 0.0311106 | val_loss: 0.0311572 | Time: 2909.79 ms
[2022-04-18 12:57:33 main:574] : INFO : Epoch 1585 | loss: 0.0311089 | val_loss: 0.0311697 | Time: 2871.82 ms
[2022-04-18 12:57:36 main:574] : INFO : Epoch 1586 | loss: 0.031108 | val_loss: 0.0311641 | Time: 2868.74 ms
[2022-04-18 12:57:39 main:574] : INFO : Epoch 1587 | loss: 0.0311087 | val_loss: 0.0311644 | Time: 2854.14 ms
[2022-04-18 12:57:42 main:574] : INFO : Epoch 1588 | loss: 0.031108 | val_loss: 0.0311584 | Time: 2867.11 ms
[2022-04-18 12:57:45 main:574] : INFO : Epoch 1589 | loss: 0.0311076 | val_loss: 0.031158 | Time: 2918.02 ms
[2022-04-18 12:57:47 main:574] : INFO : Epoch 1590 | loss: 0.0311085 | val_loss: 0.0311652 | Time: 2876.36 ms
[2022-04-18 12:57:50 main:574] : INFO : Epoch 1591 | loss: 0.0311113 | val_loss: 0.0311714 | Time: 2787.82 ms
[2022-04-18 12:57:53 main:574] : INFO : Epoch 1592 | loss: 0.0311125 | val_loss: 0.0311599 | Time: 2834.26 ms
[2022-04-18 12:57:56 main:574] : INFO : Epoch 1593 | loss: 0.0311087 | val_loss: 0.0311669 | Time: 2838.85 ms
[2022-04-18 12:57:59 main:574] : INFO : Epoch 1594 | loss: 0.0311119 | val_loss: 0.0311625 | Time: 2798.1 ms
[2022-04-18 12:58:02 main:574] : INFO : Epoch 1595 | loss: 0.0311138 | val_loss: 0.0311636 | Time: 2870.34 ms
[2022-04-18 12:58:04 main:574] : INFO : Epoch 1596 | loss: 0.0311138 | val_loss: 0.0311584 | Time: 2826.75 ms
[2022-04-18 12:58:07 main:574] : INFO : Epoch 1597 | loss: 0.0311136 | val_loss: 0.0311544 | Time: 2835.27 ms
[2022-04-18 12:58:10 main:574] : INFO : Epoch 1598 | loss: 0.031114 | val_loss: 0.0311636 | Time: 2862.29 ms
[2022-04-18 12:58:13 main:574] : INFO : Epoch 1599 | loss: 0.0311133 | val_loss: 0.0311678 | Time: 2878.39 ms
[2022-04-18 12:58:16 main:574] : INFO : Epoch 1600 | loss: 0.0311107 | val_loss: 0.0311653 | Time: 2914.86 ms
[2022-04-18 12:58:19 main:574] : INFO : Epoch 1601 | loss: 0.0311145 | val_loss: 0.0311629 | Time: 2960.3 ms
[2022-04-18 12:58:22 main:574] : INFO : Epoch 1602 | loss: 0.031111 | val_loss: 0.0311586 | Time: 2855.47 ms
[2022-04-18 12:58:25 main:574] : INFO : Epoch 1603 | loss: 0.0311109 | val_loss: 0.0311661 | Time: 2932.26 ms
[2022-04-18 12:58:28 main:574] : INFO : Epoch 1604 | loss: 0.0311092 | val_loss: 0.0311649 | Time: 2883.34 ms
[2022-04-18 12:58:30 main:574] : INFO : Epoch 1605 | loss: 0.0311115 | val_loss: 0.0311614 | Time: 2837.44 ms
[2022-04-18 12:58:33 main:574] : INFO : Epoch 1606 | loss: 0.0311137 | val_loss: 0.0311618 | Time: 2882.77 ms
[2022-04-18 12:58:36 main:574] : INFO : Epoch 1607 | loss: 0.0311119 | val_loss: 0.0311614 | Time: 2942.63 ms
[2022-04-18 12:58:39 main:574] : INFO : Epoch 1608 | loss: 0.0311132 | val_loss: 0.0311585 | Time: 2839.67 ms
[2022-04-18 12:58:42 main:574] : INFO : Epoch 1609 | loss: 0.0311149 | val_loss: 0.0311569 | Time: 2859.85 ms
[2022-04-18 12:58:45 main:574] : INFO : Epoch 1610 | loss: 0.0311113 | val_loss: 0.0311612 | Time: 2819.54 ms
[2022-04-18 12:58:48 main:574] : INFO : Epoch 1611 | loss: 0.0311111 | val_loss: 0.0311605 | Time: 2964.14 ms
[2022-04-18 12:58:51 main:574] : INFO : Epoch 1612 | loss: 0.0311108 | val_loss: 0.0311692 | Time: 2907.64 ms
[2022-04-18 12:58:53 main:574] : INFO : Epoch 1613 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 2844.03 ms
[2022-04-18 12:58:56 main:574] : INFO : Epoch 1614 | loss: 0.0311411 | val_loss: 0.0311568 | Time: 2870.44 ms
[2022-04-18 12:58:59 main:574] : INFO : Epoch 1615 | loss: 0.0311335 | val_loss: 0.0311573 | Time: 2825.09 ms
[2022-04-18 12:59:02 main:574] : INFO : Epoch 1616 | loss: 0.0311268 | val_loss: 0.0311553 | Time: 2973.42 ms
[2022-04-18 12:59:05 main:574] : INFO : Epoch 1617 | loss: 0.0311234 | val_loss: 0.0311579 | Time: 2867.57 ms
[2022-04-18 12:59:08 main:574] : INFO : Epoch 1618 | loss: 0.0311206 | val_loss: 0.0311596 | Time: 2971.94 ms
[2022-04-18 12:59:11 main:574] : INFO : Epoch 1619 | loss: 0.0311183 | val_loss: 0.0311625 | Time: 2853.62 ms
[2022-04-18 12:59:14 main:574] : INFO : Epoch 1620 | loss: 0.0311175 | val_loss: 0.0311577 | Time: 2866.25 ms
[2022-04-18 12:59:17 main:574] : INFO : Epoch 1621 | loss: 0.0311185 | val_loss: 0.0311647 | Time: 2944.56 ms
[2022-04-18 12:59:19 main:574] : INFO : Epoch 1622 | loss: 0.0311199 | val_loss: 0.0311663 | Time: 2814.99 ms
[2022-04-18 12:59:22 main:574] : INFO : Epoch 1623 | loss: 0.0311188 | val_loss: 0.0311617 | Time: 2885.84 ms
[2022-04-18 12:59:25 main:574] : INFO : Epoch 1624 | loss: 0.0311162 | val_loss: 0.0311693 | Time: 2939.99 ms
[2022-04-18 12:59:28 main:574] : INFO : Epoch 1625 | loss: 0.0311153 | val_loss: 0.0311564 | Time: 2871.2 ms
[2022-04-18 12:59:31 main:574] : INFO : Epoch 1626 | loss: 0.0311179 | val_loss: 0.0311656 | Time: 2864.45 ms
[2022-04-18 12:59:34 main:574] : INFO : Epoch 1627 | loss: 0.0311205 | val_loss: 0.0311675 | Time: 2916.11 ms
[2022-04-18 12:59:37 main:574] : INFO : Epoch 1628 | loss: 0.0311346 | val_loss: 0.0311656 | Time: 2823.91 ms
[2022-04-18 12:59:40 main:574] : INFO : Epoch 1629 | loss: 0.0311376 | val_loss: 0.0311609 | Time: 2907 ms
[2022-04-18 12:59:43 main:574] : INFO : Epoch 1630 | loss: 0.0311358 | val_loss: 0.0311692 | Time: 2869.43 ms
[2022-04-18 12:59:45 main:574] : INFO : Epoch 1631 | loss: 0.0311336 | val_loss: 0.0311621 | Time: 2828.38 ms
[2022-04-18 12:59:48 main:574] : INFO : Epoch 1632 | loss: 0.0311344 | val_loss: 0.0311594 | Time: 2894.98 ms
[2022-04-18 12:59:51 main:574] : INFO : Epoch 1633 | loss: 0.0311405 | val_loss: 0.0311572 | Time: 2821.65 ms
[2022-04-18 12:59:54 main:574] : INFO : Epoch 1634 | loss: 0.0311315 | val_loss: 0.0311577 | Time: 2819.7 ms
[2022-04-18 12:59:57 main:574] : INFO : Epoch 1635 | loss: 0.0311279 | val_loss: 0.0311581 | Time: 2848.45 ms
[2022-04-18 13:00:00 main:574] : INFO : Epoch 1636 | loss: 0.0311258 | val_loss: 0.0311585 | Time: 2922.81 ms
[2022-04-18 13:00:03 main:574] : INFO : Epoch 1637 | loss: 0.0311275 | val_loss: 0.0311652 | Time: 2809.34 ms
[2022-04-18 13:00:05 main:574] : INFO : Epoch 1638 | loss: 0.0311238 | val_loss: 0.0311569 | Time: 2779.81 ms
[2022-04-18 13:00:08 main:574] : INFO : Epoch 1639 | loss: 0.0311225 | val_loss: 0.0311579 | Time: 2973.6 ms
[2022-04-18 13:00:11 main:574] : INFO : Epoch 1640 | loss: 0.0311209 | val_loss: 0.0311594 | Time: 2889.75 ms
[2022-04-18 13:00:14 main:574] : INFO : Epoch 1641 | loss: 0.0311212 | val_loss: 0.0311539 | Time: 2828.23 ms
[2022-04-18 13:00:17 main:574] : INFO : Epoch 1642 | loss: 0.0311189 | val_loss: 0.031161 | Time: 2890.8 ms
[2022-04-18 13:00:20 main:574] : INFO : Epoch 1643 | loss: 0.0311171 | val_loss: 0.0311549 | Time: 2905.64 ms
[2022-04-18 13:00:23 main:574] : INFO : Epoch 1644 | loss: 0.0311172 | val_loss: 0.0311547 | Time: 2933.88 ms
[2022-04-18 13:28:42 main:574] : INFO : Epoch 1645 | loss: 0.0311165 | val_loss: 0.0311606 | Time: 1.69911e+06 ms
[2022-04-18 13:28:45 main:574] : INFO : Epoch 1646 | loss: 0.0311164 | val_loss: 0.0311547 | Time: 2876.24 ms
[2022-04-18 13:28:48 main:574] : INFO : Epoch 1647 | loss: 0.031113 | val_loss: 0.0311556 | Time: 2894.35 ms
[2022-04-18 13:28:51 main:574] : INFO : Epoch 1648 | loss: 0.0311131 | val_loss: 0.0311569 | Time: 2873.87 ms
[2022-04-18 13:28:53 main:574] : INFO : Epoch 1649 | loss: 0.0311132 | val_loss: 0.0311556 | Time: 2870.43 ms
[2022-04-18 13:28:56 main:574] : INFO : Epoch 1650 | loss: 0.0311131 | val_loss: 0.0311528 | Time: 2864.77 ms
[2022-04-18 13:28:59 main:574] : INFO : Epoch 1651 | loss: 0.0311155 | val_loss: 0.0311571 | Time: 2873.43 ms
[2022-04-18 13:29:02 main:574] : INFO : Epoch 1652 | loss: 0.0311134 | val_loss: 0.0311519 | Time: 2865.47 ms
[2022-04-18 13:29:05 main:574] : INFO : Epoch 1653 | loss: 0.0311105 | val_loss: 0.0311514 | Time: 2868.32 ms
[2022-04-18 13:29:08 main:574] : INFO : Epoch 1654 | loss: 0.0311112 | val_loss: 0.0311521 | Time: 3145.55 ms
[2022-04-18 13:29:31 main:574] : INFO : Epoch 1655 | loss: 0.0311111 | val_loss: 0.0311579 | Time: 23233 ms
[2022-04-18 13:29:34 main:574] : INFO : Epoch 1656 | loss: 0.0311104 | val_loss: 0.0311602 | Time: 2982.66 ms
[2022-04-18 13:29:37 main:574] : INFO : Epoch 1657 | loss: 0.031109 | val_loss: 0.0311563 | Time: 2968.12 ms
[2022-04-18 13:29:40 main:574] : INFO : Epoch 1658 | loss: 0.0311113 | val_loss: 0.0311573 | Time: 2856.37 ms
[2022-04-18 13:29:53 main:574] : INFO : Epoch 1659 | loss: 0.0311085 | val_loss: 0.0311566 | Time: 13055.8 ms
[2022-04-18 13:29:56 main:574] : INFO : Epoch 1660 | loss: 0.0311079 | val_loss: 0.0311517 | Time: 2936.34 ms
[2022-04-18 13:29:59 main:574] : INFO : Epoch 1661 | loss: 0.0311112 | val_loss: 0.0311504 | Time: 2986.02 ms
[2022-04-18 13:30:02 main:574] : INFO : Epoch 1662 | loss: 0.0311127 | val_loss: 0.0311549 | Time: 2956.52 ms
[2022-04-18 13:30:05 main:574] : INFO : Epoch 1663 | loss: 0.0311203 | val_loss: 0.0311578 | Time: 2912.74 ms
[2022-04-18 13:30:08 main:574] : INFO : Epoch 1664 | loss: 0.0311207 | val_loss: 0.0311547 | Time: 2916.27 ms
[2022-04-18 13:30:11 main:574] : INFO : Epoch 1665 | loss: 0.0311156 | val_loss: 0.0311562 | Time: 2858.09 ms
[2022-04-18 13:30:14 main:574] : INFO : Epoch 1666 | loss: 0.0311136 | val_loss: 0.0311587 | Time: 2908.35 ms
[2022-04-18 13:30:17 main:574] : INFO : Epoch 1667 | loss: 0.0311124 | val_loss: 0.0311566 | Time: 2870.5 ms
[2022-04-18 13:30:20 main:574] : INFO : Epoch 1668 | loss: 0.0311129 | val_loss: 0.0311587 | Time: 3309.9 ms
[2022-04-18 13:30:33 main:574] : INFO : Epoch 1669 | loss: 0.0311118 | val_loss: 0.0311579 | Time: 13267.2 ms
[2022-04-18 13:30:36 main:574] : INFO : Epoch 1670 | loss: 0.031112 | val_loss: 0.0311592 | Time: 3057.74 ms
[2022-04-18 13:30:39 main:574] : INFO : Epoch 1671 | loss: 0.0311094 | val_loss: 0.0311591 | Time: 3102.52 ms
[2022-04-18 13:31:13 main:574] : INFO : Epoch 1672 | loss: 0.0311105 | val_loss: 0.0311607 | Time: 33493.3 ms
[2022-04-18 13:31:16 main:574] : INFO : Epoch 1673 | loss: 0.0311148 | val_loss: 0.0311606 | Time: 2832.87 ms
[2022-04-18 13:31:19 main:574] : INFO : Epoch 1674 | loss: 0.0311129 | val_loss: 0.0311645 | Time: 2880.13 ms
[2022-04-18 13:31:21 main:574] : INFO : Epoch 1675 | loss: 0.0311127 | val_loss: 0.0311668 | Time: 2920.57 ms
[2022-04-18 13:31:24 main:574] : INFO : Epoch 1676 | loss: 0.0311172 | val_loss: 0.0311612 | Time: 2985.89 ms
[2022-04-18 13:31:27 main:574] : INFO : Epoch 1677 | loss: 0.0311204 | val_loss: 0.0311639 | Time: 2899.12 ms
[2022-04-18 13:31:30 main:574] : INFO : Epoch 1678 | loss: 0.0311246 | val_loss: 0.0311623 | Time: 2836.4 ms
[2022-04-18 13:31:33 main:574] : INFO : Epoch 1679 | loss: 0.0311311 | val_loss: 0.0311712 | Time: 2891.55 ms
[2022-04-18 13:31:36 main:574] : INFO : Epoch 1680 | loss: 0.0311676 | val_loss: 0.0311823 | Time: 2814.87 ms
[2022-04-18 13:31:39 main:574] : INFO : Epoch 1681 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 2919.18 ms
[2022-04-18 13:31:42 main:574] : INFO : Epoch 1682 | loss: 0.0311518 | val_loss: 0.031167 | Time: 2902.1 ms
[2022-04-18 13:31:45 main:574] : INFO : Epoch 1683 | loss: 0.0311475 | val_loss: 0.0311686 | Time: 2893.5 ms
[2022-04-18 13:31:48 main:574] : INFO : Epoch 1684 | loss: 0.0311462 | val_loss: 0.0311684 | Time: 2945.68 ms
[2022-04-18 13:31:51 main:574] : INFO : Epoch 1685 | loss: 0.0311434 | val_loss: 0.0311651 | Time: 2934.77 ms
[2022-04-18 13:31:53 main:574] : INFO : Epoch 1686 | loss: 0.0311393 | val_loss: 0.0311668 | Time: 2933.01 ms
[2022-04-18 13:31:56 main:574] : INFO : Epoch 1687 | loss: 0.0311368 | val_loss: 0.0311683 | Time: 2948.82 ms
[2022-04-18 13:31:59 main:574] : INFO : Epoch 1688 | loss: 0.031133 | val_loss: 0.0311605 | Time: 2947.44 ms
[2022-04-18 13:32:02 main:574] : INFO : Epoch 1689 | loss: 0.0311337 | val_loss: 0.0311647 | Time: 2895.82 ms
[2022-04-18 13:32:05 main:574] : INFO : Epoch 1690 | loss: 0.0311422 | val_loss: 0.0311653 | Time: 2874.53 ms
[2022-04-18 13:32:08 main:574] : INFO : Epoch 1691 | loss: 0.0311407 | val_loss: 0.031172 | Time: 2934.6 ms
[2022-04-18 13:32:11 main:574] : INFO : Epoch 1692 | loss: 0.0311417 | val_loss: 0.0311692 | Time: 2853.13 ms
[2022-04-18 13:32:14 main:574] : INFO : Epoch 1693 | loss: 0.0311367 | val_loss: 0.0311599 | Time: 2906.15 ms
[2022-04-18 13:32:17 main:574] : INFO : Epoch 1694 | loss: 0.031133 | val_loss: 0.0311579 | Time: 2890.01 ms
[2022-04-18 13:32:20 main:574] : INFO : Epoch 1695 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 2890.02 ms
[2022-04-18 13:32:23 main:574] : INFO : Epoch 1696 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 2936.79 ms
[2022-04-18 13:32:26 main:574] : INFO : Epoch 1697 | loss: 0.0311388 | val_loss: 0.0311562 | Time: 2932.12 ms
[2022-04-18 13:32:28 main:574] : INFO : Epoch 1698 | loss: 0.0311347 | val_loss: 0.0311592 | Time: 2914.45 ms
[2022-04-18 13:32:31 main:574] : INFO : Epoch 1699 | loss: 0.031134 | val_loss: 0.0311593 | Time: 2920.72 ms
[2022-04-18 13:32:34 main:574] : INFO : Epoch 1700 | loss: 0.0311328 | val_loss: 0.0311611 | Time: 2981.26 ms
[2022-04-18 13:32:37 main:574] : INFO : Epoch 1701 | loss: 0.0311305 | val_loss: 0.0311556 | Time: 2928.46 ms
[2022-04-18 13:32:40 main:574] : INFO : Epoch 1702 | loss: 0.031131 | val_loss: 0.0311569 | Time: 2891.52 ms
[2022-04-18 13:32:43 main:574] : INFO : Epoch 1703 | loss: 0.0311276 | val_loss: 0.0311538 | Time: 2945.12 ms
[2022-04-18 13:32:46 main:574] : INFO : Epoch 1704 | loss: 0.0311262 | val_loss: 0.031161 | Time: 2845.34 ms
[2022-04-18 13:32:49 main:574] : INFO : Epoch 1705 | loss: 0.0311254 | val_loss: 0.0311564 | Time: 2919.11 ms
[2022-04-18 13:32:52 main:574] : INFO : Epoch 1706 | loss: 0.0311285 | val_loss: 0.0311687 | Time: 2932.88 ms
[2022-04-18 13:32:55 main:574] : INFO : Epoch 1707 | loss: 0.0311318 | val_loss: 0.0311588 | Time: 2892.24 ms
[2022-04-18 13:32:58 main:574] : INFO : Epoch 1708 | loss: 0.0311312 | val_loss: 0.0311659 | Time: 3025 ms
[2022-04-18 13:33:01 main:574] : INFO : Epoch 1709 | loss: 0.0311314 | val_loss: 0.0311598 | Time: 2891.57 ms
[2022-04-18 13:33:04 main:574] : INFO : Epoch 1710 | loss: 0.0311315 | val_loss: 0.0311641 | Time: 2919.57 ms
[2022-04-18 13:33:06 main:574] : INFO : Epoch 1711 | loss: 0.0311278 | val_loss: 0.031156 | Time: 2891.57 ms
[2022-04-18 13:33:09 main:574] : INFO : Epoch 1712 | loss: 0.0311315 | val_loss: 0.0311571 | Time: 2945.43 ms
[2022-04-18 13:33:12 main:574] : INFO : Epoch 1713 | loss: 0.0311344 | val_loss: 0.0311617 | Time: 2950.56 ms
[2022-04-18 13:33:15 main:574] : INFO : Epoch 1714 | loss: 0.0311298 | val_loss: 0.0311595 | Time: 2875.9 ms
[2022-04-18 13:33:18 main:574] : INFO : Epoch 1715 | loss: 0.0311328 | val_loss: 0.0311642 | Time: 2893.51 ms
[2022-04-18 13:33:21 main:574] : INFO : Epoch 1716 | loss: 0.0311307 | val_loss: 0.0311594 | Time: 2888.62 ms
[2022-04-18 13:33:24 main:574] : INFO : Epoch 1717 | loss: 0.0311267 | val_loss: 0.0311585 | Time: 2993.13 ms
[2022-04-18 13:33:27 main:574] : INFO : Epoch 1718 | loss: 0.0311275 | val_loss: 0.0311622 | Time: 2942.13 ms
[2022-04-18 13:33:30 main:574] : INFO : Epoch 1719 | loss: 0.031129 | val_loss: 0.0311609 | Time: 2935.8 ms
[2022-04-18 13:33:33 main:574] : INFO : Epoch 1720 | loss: 0.0311274 | val_loss: 0.0311617 | Time: 3017.33 ms
[2022-04-18 13:33:36 main:574] : INFO : Epoch 1721 | loss: 0.0311285 | val_loss: 0.0311625 | Time: 2923.51 ms
[2022-04-18 13:33:39 main:574] : INFO : Epoch 1722 | loss: 0.0311279 | val_loss: 0.0311587 | Time: 2919.01 ms
[2022-04-18 13:33:42 main:574] : INFO : Epoch 1723 | loss: 0.0311277 | val_loss: 0.0311604 | Time: 2954.67 ms
[2022-04-18 13:33:45 main:574] : INFO : Epoch 1724 | loss: 0.031137 | val_loss: 0.0311697 | Time: 2893.94 ms
[2022-04-18 13:33:48 main:574] : INFO : Epoch 1725 | loss: 0.0311481 | val_loss: 0.0311664 | Time: 3001.27 ms
[2022-04-18 13:33:51 main:574] : INFO : Epoch 1726 | loss: 0.0311434 | val_loss: 0.0311687 | Time: 2883.61 ms
[2022-04-18 13:33:53 main:574] : INFO : Epoch 1727 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 2963.52 ms
[2022-04-18 13:33:56 main:574] : INFO : Epoch 1728 | loss: 0.0311471 | val_loss: 0.0311628 | Time: 2910.52 ms
[2022-04-18 13:33:59 main:574] : INFO : Epoch 1729 | loss: 0.0311582 | val_loss: 0.031158 | Time: 2907.08 ms
[2022-04-18 13:34:02 main:574] : INFO : Epoch 1730 | loss: 0.0311545 | val_loss: 0.0311566 | Time: 2963.98 ms
[2022-04-18 13:34:05 main:574] : INFO : Epoch 1731 | loss: 0.0311492 | val_loss: 0.0311594 | Time: 2899.11 ms
[2022-04-18 13:34:08 main:574] : INFO : Epoch 1732 | loss: 0.0311496 | val_loss: 0.0311557 | Time: 2933.5 ms
[2022-04-18 13:34:11 main:574] : INFO : Epoch 1733 | loss: 0.0311469 | val_loss: 0.0311651 | Time: 2910.05 ms
[2022-04-18 13:34:14 main:574] : INFO : Epoch 1734 | loss: 0.0311445 | val_loss: 0.0311592 | Time: 2930.27 ms
[2022-04-18 13:34:17 main:574] : INFO : Epoch 1735 | loss: 0.0311428 | val_loss: 0.0311613 | Time: 2955.98 ms
[2022-04-18 13:34:20 main:574] : INFO : Epoch 1736 | loss: 0.0311432 | val_loss: 0.0311568 | Time: 2897.67 ms
[2022-04-18 13:34:23 main:574] : INFO : Epoch 1737 | loss: 0.0311429 | val_loss: 0.031157 | Time: 2914 ms
[2022-04-18 13:34:26 main:574] : INFO : Epoch 1738 | loss: 0.0311421 | val_loss: 0.0311612 | Time: 2959.42 ms
[2022-04-18 13:34:29 main:574] : INFO : Epoch 1739 | loss: 0.0311455 | val_loss: 0.0311614 | Time: 2910.75 ms
[2022-04-18 13:34:32 main:574] : INFO : Epoch 1740 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 2949.37 ms
[2022-04-18 13:34:34 main:574] : INFO : Epoch 1741 | loss: 0.0311413 | val_loss: 0.0311586 | Time: 2907.27 ms
[2022-04-18 13:34:37 main:574] : INFO : Epoch 1742 | loss: 0.0311392 | val_loss: 0.031161 | Time: 2901.85 ms
[2022-04-18 13:34:40 main:574] : INFO : Epoch 1743 | loss: 0.0311376 | val_loss: 0.0311584 | Time: 2876.59 ms
[2022-04-18 13:34:43 main:574] : INFO : Epoch 1744 | loss: 0.0311395 | val_loss: 0.0311568 | Time: 2962.71 ms
[2022-04-18 13:34:46 main:574] : INFO : Epoch 1745 | loss: 0.0311351 | val_loss: 0.031155 | Time: 2887.82 ms
[2022-04-18 13:34:49 main:574] : INFO : Epoch 1746 | loss: 0.0311347 | val_loss: 0.0311541 | Time: 2950.23 ms
[2022-04-18 13:34:52 main:574] : INFO : Epoch 1747 | loss: 0.0311318 | val_loss: 0.0311575 | Time: 2895.53 ms
[2022-04-18 13:34:55 main:574] : INFO : Epoch 1748 | loss: 0.031132 | val_loss: 0.0311583 | Time: 2921.55 ms
[2022-04-18 13:34:58 main:574] : INFO : Epoch 1749 | loss: 0.0311317 | val_loss: 0.0311625 | Time: 2959 ms
[2022-04-18 13:35:01 main:574] : INFO : Epoch 1750 | loss: 0.0311344 | val_loss: 0.0311565 | Time: 2899.56 ms
[2022-04-18 13:35:04 main:574] : INFO : Epoch 1751 | loss: 0.0311347 | val_loss: 0.0311611 | Time: 2969.25 ms
[2022-04-18 13:35:07 main:574] : INFO : Epoch 1752 | loss: 0.031136 | val_loss: 0.0311581 | Time: 2871.27 ms
[2022-04-18 13:35:10 main:574] : INFO : Epoch 1753 | loss: 0.0311332 | val_loss: 0.0311582 | Time: 2891.83 ms
[2022-04-18 13:35:12 main:574] : INFO : Epoch 1754 | loss: 0.0311381 | val_loss: 0.0311584 | Time: 2910.81 ms
[2022-04-18 13:35:15 main:574] : INFO : Epoch 1755 | loss: 0.0311409 | val_loss: 0.0311639 | Time: 2906.01 ms
[2022-04-18 13:35:18 main:574] : INFO : Epoch 1756 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 2930.27 ms
[2022-04-18 13:35:21 main:574] : INFO : Epoch 1757 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 2884.41 ms
[2022-04-18 13:35:24 main:574] : INFO : Epoch 1758 | loss: 0.0311356 | val_loss: 0.0311551 | Time: 2835.63 ms
[2022-04-18 13:35:27 main:574] : INFO : Epoch 1759 | loss: 0.0311362 | val_loss: 0.0311577 | Time: 2934.96 ms
[2022-04-18 13:35:30 main:574] : INFO : Epoch 1760 | loss: 0.0311341 | val_loss: 0.0311612 | Time: 2845.34 ms
[2022-04-18 13:35:33 main:574] : INFO : Epoch 1761 | loss: 0.031138 | val_loss: 0.0311615 | Time: 2952.91 ms
[2022-04-18 13:35:36 main:574] : INFO : Epoch 1762 | loss: 0.0311395 | val_loss: 0.0311623 | Time: 2974.49 ms
[2022-04-18 13:35:39 main:574] : INFO : Epoch 1763 | loss: 0.0311339 | val_loss: 0.0311521 | Time: 3087.23 ms
[2022-04-18 13:35:42 main:574] : INFO : Epoch 1764 | loss: 0.0311324 | val_loss: 0.031152 | Time: 3070.57 ms
[2022-04-18 13:35:45 main:574] : INFO : Epoch 1765 | loss: 0.0311309 | val_loss: 0.0311546 | Time: 2865.65 ms
[2022-04-18 13:35:48 main:574] : INFO : Epoch 1766 | loss: 0.0311303 | val_loss: 0.0311538 | Time: 3000.49 ms
[2022-04-18 13:35:51 main:574] : INFO : Epoch 1767 | loss: 0.0311303 | val_loss: 0.0311557 | Time: 2898.95 ms
[2022-04-18 13:35:54 main:574] : INFO : Epoch 1768 | loss: 0.0311298 | val_loss: 0.0311522 | Time: 2885.8 ms
[2022-04-18 13:35:56 main:574] : INFO : Epoch 1769 | loss: 0.0311334 | val_loss: 0.0311555 | Time: 2869.66 ms
[2022-04-18 13:36:00 main:574] : INFO : Epoch 1770 | loss: 0.0311321 | val_loss: 0.0311562 | Time: 3009.14 ms
[2022-04-18 13:36:03 main:574] : INFO : Epoch 1771 | loss: 0.031129 | val_loss: 0.0311541 | Time: 3010.18 ms
[2022-04-18 13:36:05 main:574] : INFO : Epoch 1772 | loss: 0.0311308 | val_loss: 0.0311593 | Time: 2917.99 ms
[2022-04-18 13:36:08 main:574] : INFO : Epoch 1773 | loss: 0.0311349 | val_loss: 0.0311616 | Time: 2919.82 ms
[2022-04-18 13:36:11 main:574] : INFO : Epoch 1774 | loss: 0.0311394 | val_loss: 0.0311682 | Time: 2936.66 ms
[2022-04-18 13:36:14 main:574] : INFO : Epoch 1775 | loss: 0.0311365 | val_loss: 0.0311643 | Time: 2842.49 ms
[2022-04-18 13:36:37 main:574] : INFO : Epoch 1776 | loss: 0.0311309 | val_loss: 0.0311608 | Time: 23281.3 ms
[2022-04-18 13:36:40 main:574] : INFO : Epoch 1777 | loss: 0.0311298 | val_loss: 0.0311568 | Time: 2879.31 ms
[2022-04-18 13:36:43 main:574] : INFO : Epoch 1778 | loss: 0.0311301 | val_loss: 0.0311584 | Time: 2904.97 ms
[2022-04-18 13:36:46 main:574] : INFO : Epoch 1779 | loss: 0.0311281 | val_loss: 0.0311562 | Time: 2872.08 ms
[2022-04-18 13:36:49 main:574] : INFO : Epoch 1780 | loss: 0.0311289 | val_loss: 0.031162 | Time: 2993.72 ms
[2022-04-18 13:36:52 main:574] : INFO : Epoch 1781 | loss: 0.0311269 | val_loss: 0.031158 | Time: 2827.98 ms
[2022-04-18 13:36:55 main:574] : INFO : Epoch 1782 | loss: 0.0311256 | val_loss: 0.0311593 | Time: 2894.33 ms
[2022-04-18 13:36:58 main:574] : INFO : Epoch 1783 | loss: 0.0311253 | val_loss: 0.0311589 | Time: 3034.69 ms
[2022-04-18 13:37:01 main:574] : INFO : Epoch 1784 | loss: 0.0311239 | val_loss: 0.0311597 | Time: 2933.58 ms
[2022-04-18 13:37:04 main:574] : INFO : Epoch 1785 | loss: 0.0311277 | val_loss: 0.0311617 | Time: 2985.01 ms
[2022-04-18 13:37:07 main:574] : INFO : Epoch 1786 | loss: 0.0311278 | val_loss: 0.0311571 | Time: 2952.81 ms
[2022-04-18 13:37:10 main:574] : INFO : Epoch 1787 | loss: 0.0311262 | val_loss: 0.0311562 | Time: 2981.03 ms
[2022-04-18 13:37:13 main:574] : INFO : Epoch 1788 | loss: 0.031125 | val_loss: 0.0311584 | Time: 2995.58 ms
[2022-04-18 13:37:16 main:574] : INFO : Epoch 1789 | loss: 0.0311229 | val_loss: 0.0311559 | Time: 2903.35 ms
[2022-04-18 13:37:19 main:574] : INFO : Epoch 1790 | loss: 0.0311232 | val_loss: 0.0311588 | Time: 2976.71 ms
[2022-04-18 13:37:22 main:574] : INFO : Epoch 1791 | loss: 0.0311221 | val_loss: 0.0311565 | Time: 2865.71 ms
[2022-04-18 13:37:24 main:574] : INFO : Epoch 1792 | loss: 0.0311245 | val_loss: 0.0311598 | Time: 2935.29 ms
[2022-04-18 13:37:27 main:574] : INFO : Epoch 1793 | loss: 0.0311273 | val_loss: 0.0311523 | Time: 2924.03 ms
[2022-04-18 13:37:30 main:574] : INFO : Epoch 1794 | loss: 0.0311315 | val_loss: 0.0311616 | Time: 2952.77 ms
[2022-04-18 13:37:33 main:574] : INFO : Epoch 1795 | loss: 0.0311426 | val_loss: 0.0311594 | Time: 3017.57 ms
[2022-04-18 13:37:36 main:574] : INFO : Epoch 1796 | loss: 0.031136 | val_loss: 0.031159 | Time: 2833 ms
[2022-04-18 13:37:39 main:574] : INFO : Epoch 1797 | loss: 0.0311361 | val_loss: 0.031153 | Time: 3135.41 ms
[2022-04-18 13:37:43 main:574] : INFO : Epoch 1798 | loss: 0.0311315 | val_loss: 0.0311568 | Time: 3178.17 ms
[2022-04-18 13:38:46 main:574] : INFO : Epoch 1799 | loss: 0.0311297 | val_loss: 0.0311531 | Time: 63868.3 ms
[2022-04-18 13:38:49 main:574] : INFO : Epoch 1800 | loss: 0.0311303 | val_loss: 0.0311555 | Time: 2911.45 ms
[2022-04-18 13:38:52 main:574] : INFO : Epoch 1801 | loss: 0.0311289 | val_loss: 0.0311545 | Time: 2997.28 ms
[2022-04-18 13:38:55 main:574] : INFO : Epoch 1802 | loss: 0.0311305 | val_loss: 0.0311584 | Time: 2878.34 ms
[2022-04-18 13:38:58 main:574] : INFO : Epoch 1803 | loss: 0.0311282 | val_loss: 0.0311579 | Time: 2927.93 ms
[2022-04-18 13:39:01 main:574] : INFO : Epoch 1804 | loss: 0.0311292 | val_loss: 0.0311609 | Time: 2822.56 ms
[2022-04-18 13:39:04 main:574] : INFO : Epoch 1805 | loss: 0.0311277 | val_loss: 0.0311583 | Time: 2945.07 ms
[2022-04-18 13:39:07 main:574] : INFO : Epoch 1806 | loss: 0.0311251 | val_loss: 0.0311643 | Time: 2961.28 ms
[2022-04-18 13:39:10 main:574] : INFO : Epoch 1807 | loss: 0.0311277 | val_loss: 0.0311619 | Time: 2907.67 ms
[2022-04-18 13:39:13 main:574] : INFO : Epoch 1808 | loss: 0.0311277 | val_loss: 0.0311596 | Time: 2965.64 ms
[2022-04-18 13:39:16 main:574] : INFO : Epoch 1809 | loss: 0.0311246 | val_loss: 0.0311609 | Time: 2864.38 ms
[2022-04-18 13:39:19 main:574] : INFO : Epoch 1810 | loss: 0.0311252 | val_loss: 0.0311567 | Time: 2973.14 ms
[2022-04-18 13:39:21 main:574] : INFO : Epoch 1811 | loss: 0.0311233 | val_loss: 0.0311612 | Time: 2848.14 ms
[2022-04-18 13:39:25 main:574] : INFO : Epoch 1812 | loss: 0.0311236 | val_loss: 0.0311586 | Time: 3192.76 ms
[2022-04-18 13:39:58 main:574] : INFO : Epoch 1813 | loss: 0.0311242 | val_loss: 0.0311619 | Time: 33486.8 ms
[2022-04-18 13:40:01 main:574] : INFO : Epoch 1814 | loss: 0.0311252 | val_loss: 0.0311599 | Time: 3103.17 ms
[2022-04-18 13:40:05 main:574] : INFO : Epoch 1815 | loss: 0.0311243 | val_loss: 0.0311604 | Time: 3444.84 ms
[2022-04-18 13:44:50 main:574] : INFO : Epoch 1816 | loss: 0.0311231 | val_loss: 0.0311693 | Time: 285451 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2060)
[2022-04-18 14:28:58 main:435] : INFO : Set logging level to 1
[2022-04-18 14:28:58 main:441] : INFO : Running in BOINC Client mode
[2022-04-18 14:28:58 main:444] : INFO : Resolving all filenames
[2022-04-18 14:28:58 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-18 14:28:58 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-18 14:28:58 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-18 14:28:58 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-18 14:28:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-18 14:28:58 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-18 14:28:58 main:474] : INFO : Configuration:
[2022-04-18 14:28:58 main:475] : INFO : Model type: GRU
[2022-04-18 14:28:58 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-18 14:28:58 main:477] : INFO : Max Epochs: 2048
[2022-04-18 14:28:58 main:478] : INFO : Batch Size: 128
[2022-04-18 14:28:58 main:479] : INFO : Learning Rate: 0.01
[2022-04-18 14:28:58 main:480] : INFO : Patience: 10
[2022-04-18 14:28:58 main:481] : INFO : Hidden Width: 12
[2022-04-18 14:28:58 main:482] : INFO : # Recurrent Layers: 4
[2022-04-18 14:28:58 main:483] : INFO : # Backend Layers: 4
[2022-04-18 14:28:58 main:484] : INFO : # Threads: 1
[2022-04-18 14:28:58 main:486] : INFO : Preparing Dataset
[2022-04-18 14:28:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-18 14:28:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-18 14:28:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-18 14:28:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-18 14:28:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-18 14:28:59 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-18 14:28:59 main:494] : INFO : Creating Model
[2022-04-18 14:28:59 main:507] : INFO : Preparing config file
[2022-04-18 14:28:59 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-18 14:28:59 main:512] : INFO : Loading config
[2022-04-18 14:28:59 main:514] : INFO : Loading state
[2022-04-18 14:29:00 main:559] : INFO : Loading DataLoader into Memory
[2022-04-18 14:29:00 main:562] : INFO : Starting Training
[2022-04-18 14:29:03 main:574] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 3160.2 ms
[2022-04-18 14:29:16 main:574] : INFO : Epoch 1818 | loss: 0.0311357 | val_loss: 0.031164 | Time: 13014.4 ms
[2022-04-18 14:29:19 main:574] : INFO : Epoch 1819 | loss: 0.0311292 | val_loss: 0.0311602 | Time: 2862.53 ms
[2022-04-18 14:29:22 main:574] : INFO : Epoch 1820 | loss: 0.0311266 | val_loss: 0.0311619 | Time: 2802.35 ms
[2022-04-18 14:29:25 main:574] : INFO : Epoch 1821 | loss: 0.031124 | val_loss: 0.0311584 | Time: 3044.06 ms
[2022-04-18 14:29:38 main:574] : INFO : Epoch 1822 | loss: 0.0311227 | val_loss: 0.0311605 | Time: 13150.4 ms
[2022-04-18 14:29:41 main:574] : INFO : Epoch 1823 | loss: 0.0311246 | val_loss: 0.0311608 | Time: 2890.74 ms
[2022-04-18 14:29:44 main:574] : INFO : Epoch 1824 | loss: 0.0311239 | val_loss: 0.0311546 | Time: 2808.64 ms
[2022-04-18 14:34:50 main:574] : INFO : Epoch 1825 | loss: 0.0311229 | val_loss: 0.0311562 | Time: 305714 ms
[2022-04-18 14:34:52 main:574] : INFO : Epoch 1826 | loss: 0.0311215 | val_loss: 0.0311558 | Time: 2814.36 ms
[2022-04-18 14:34:55 main:574] : INFO : Epoch 1827 | loss: 0.0311249 | val_loss: 0.0311576 | Time: 2823.12 ms
[2022-04-18 14:34:58 main:574] : INFO : Epoch 1828 | loss: 0.0311262 | val_loss: 0.0311602 | Time: 2765.92 ms
[2022-04-18 14:35:01 main:574] : INFO : Epoch 1829 | loss: 0.0311251 | val_loss: 0.0311618 | Time: 2767.49 ms
[2022-04-18 14:35:04 main:574] : INFO : Epoch 1830 | loss: 0.031122 | val_loss: 0.0311567 | Time: 2855.6 ms
[2022-04-18 14:35:06 main:574] : INFO : Epoch 1831 | loss: 0.0311236 | val_loss: 0.0311618 | Time: 2733.02 ms
[2022-04-18 14:35:09 main:574] : INFO : Epoch 1832 | loss: 0.0311256 | val_loss: 0.0311583 | Time: 2772.6 ms
[2022-04-18 14:35:12 main:574] : INFO : Epoch 1833 | loss: 0.0311242 | val_loss: 0.0311563 | Time: 2753.41 ms
[2022-04-18 14:35:15 main:574] : INFO : Epoch 1834 | loss: 0.0311219 | val_loss: 0.031154 | Time: 2846.9 ms
[2022-04-18 14:35:17 main:574] : INFO : Epoch 1835 | loss: 0.0311202 | val_loss: 0.0311577 | Time: 2769.87 ms
[2022-04-18 14:35:20 main:574] : INFO : Epoch 1836 | loss: 0.0311196 | val_loss: 0.0311656 | Time: 2880.67 ms
[2022-04-18 14:35:23 main:574] : INFO : Epoch 1837 | loss: 0.0311248 | val_loss: 0.0311599 | Time: 2754.64 ms
[2022-04-18 14:35:26 main:574] : INFO : Epoch 1838 | loss: 0.0311204 | val_loss: 0.0311555 | Time: 2802.28 ms
[2022-04-18 14:35:29 main:574] : INFO : Epoch 1839 | loss: 0.0311177 | val_loss: 0.0311567 | Time: 2860.62 ms
[2022-04-18 14:35:32 main:574] : INFO : Epoch 1840 | loss: 0.0311236 | val_loss: 0.0311623 | Time: 2745.68 ms
[2022-04-18 14:35:34 main:574] : INFO : Epoch 1841 | loss: 0.0311279 | val_loss: 0.0311619 | Time: 2784.28 ms
[2022-04-18 14:35:37 main:574] : INFO : Epoch 1842 | loss: 0.0311226 | val_loss: 0.031168 | Time: 2820.41 ms
[2022-04-18 14:35:40 main:574] : INFO : Epoch 1843 | loss: 0.0311189 | val_loss: 0.0311624 | Time: 2801.16 ms
[2022-04-18 14:35:43 main:574] : INFO : Epoch 1844 | loss: 0.0311176 | val_loss: 0.0311622 | Time: 2844.61 ms
[2022-04-18 14:35:46 main:574] : INFO : Epoch 1845 | loss: 0.0311189 | val_loss: 0.0311555 | Time: 2817.77 ms
[2022-04-18 14:35:48 main:574] : INFO : Epoch 1846 | loss: 0.031119 | val_loss: 0.0311639 | Time: 2874.47 ms
[2022-04-18 14:35:51 main:574] : INFO : Epoch 1847 | loss: 0.031119 | val_loss: 0.0311586 | Time: 2745.55 ms
[2022-04-18 14:35:54 main:574] : INFO : Epoch 1848 | loss: 0.031121 | val_loss: 0.0311597 | Time: 2766.93 ms
[2022-04-18 14:35:57 main:574] : INFO : Epoch 1849 | loss: 0.0311225 | val_loss: 0.0311596 | Time: 2798.56 ms
[2022-04-18 14:36:00 main:574] : INFO : Epoch 1850 | loss: 0.0311233 | val_loss: 0.031157 | Time: 2786.31 ms
[2022-04-18 14:36:02 main:574] : INFO : Epoch 1851 | loss: 0.0311239 | val_loss: 0.0311593 | Time: 2790.4 ms
[2022-04-18 14:36:05 main:574] : INFO : Epoch 1852 | loss: 0.0311227 | val_loss: 0.0311549 | Time: 2801.58 ms
[2022-04-18 14:36:08 main:574] : INFO : Epoch 1853 | loss: 0.0311185 | val_loss: 0.0311594 | Time: 2868.73 ms
[2022-04-18 14:36:11 main:574] : INFO : Epoch 1854 | loss: 0.031121 | val_loss: 0.0311562 | Time: 2712.27 ms
[2022-04-18 14:36:14 main:574] : INFO : Epoch 1855 | loss: 0.0311177 | val_loss: 0.0311564 | Time: 2738.45 ms
[2022-04-18 14:36:16 main:574] : INFO : Epoch 1856 | loss: 0.031115 | val_loss: 0.0311601 | Time: 2769.79 ms
[2022-04-18 14:36:19 main:574] : INFO : Epoch 1857 | loss: 0.0311161 | val_loss: 0.0311594 | Time: 2771.01 ms
[2022-04-18 14:36:22 main:574] : INFO : Epoch 1858 | loss: 0.0311153 | val_loss: 0.031162 | Time: 2748.91 ms
[2022-04-18 14:36:25 main:574] : INFO : Epoch 1859 | loss: 0.031118 | val_loss: 0.0311603 | Time: 2707.37 ms
[2022-04-18 14:36:27 main:574] : INFO : Epoch 1860 | loss: 0.0311194 | val_loss: 0.0311553 | Time: 2765.02 ms
[2022-04-18 14:36:30 main:574] : INFO : Epoch 1861 | loss: 0.0311141 | val_loss: 0.0311638 | Time: 2797.13 ms
[2022-04-18 14:36:33 main:574] : INFO : Epoch 1862 | loss: 0.0311164 | val_loss: 0.0311689 | Time: 2827.89 ms
[2022-04-18 14:36:36 main:574] : INFO : Epoch 1863 | loss: 0.0311206 | val_loss: 0.0311607 | Time: 2751.07 ms
[2022-04-18 14:36:39 main:574] : INFO : Epoch 1864 | loss: 0.0311153 | val_loss: 0.0311631 | Time: 2831.69 ms
[2022-04-18 14:36:41 main:574] : INFO : Epoch 1865 | loss: 0.0311148 | val_loss: 0.0311583 | Time: 2834.64 ms
[2022-04-18 14:36:44 main:574] : INFO : Epoch 1866 | loss: 0.0311131 | val_loss: 0.0311617 | Time: 2824.39 ms
[2022-04-18 14:36:47 main:574] : INFO : Epoch 1867 | loss: 0.0311133 | val_loss: 0.0311622 | Time: 2792.45 ms
[2022-04-18 14:36:50 main:574] : INFO : Epoch 1868 | loss: 0.0311143 | val_loss: 0.0311597 | Time: 2835.8 ms
[2022-04-18 14:36:53 main:574] : INFO : Epoch 1869 | loss: 0.0311159 | val_loss: 0.0311588 | Time: 2794.29 ms
[2022-04-18 14:36:55 main:574] : INFO : Epoch 1870 | loss: 0.0311191 | val_loss: 0.0311649 | Time: 2801.24 ms
[2022-04-18 14:36:58 main:574] : INFO : Epoch 1871 | loss: 0.031116 | val_loss: 0.0311589 | Time: 2719.46 ms
[2022-04-18 14:37:01 main:574] : INFO : Epoch 1872 | loss: 0.0311147 | val_loss: 0.0311645 | Time: 2817.53 ms
[2022-04-18 14:37:04 main:574] : INFO : Epoch 1873 | loss: 0.0311157 | val_loss: 0.0311629 | Time: 2881.26 ms
[2022-04-18 14:37:07 main:574] : INFO : Epoch 1874 | loss: 0.0311151 | val_loss: 0.0311638 | Time: 2878.04 ms
[2022-04-18 14:37:10 main:574] : INFO : Epoch 1875 | loss: 0.0311161 | val_loss: 0.0311554 | Time: 2874.04 ms
[2022-04-18 14:37:12 main:574] : INFO : Epoch 1876 | loss: 0.0311143 | val_loss: 0.0311589 | Time: 2784.07 ms
[2022-04-18 14:37:15 main:574] : INFO : Epoch 1877 | loss: 0.0311122 | val_loss: 0.0311603 | Time: 2791.21 ms
[2022-04-18 14:37:18 main:574] : INFO : Epoch 1878 | loss: 0.0311124 | val_loss: 0.0311661 | Time: 2812.7 ms
[2022-04-18 14:37:21 main:574] : INFO : Epoch 1879 | loss: 0.0311124 | val_loss: 0.0311562 | Time: 2731.77 ms
[2022-04-18 14:37:24 main:574] : INFO : Epoch 1880 | loss: 0.0311112 | val_loss: 0.0311621 | Time: 2781.55 ms
[2022-04-18 14:37:26 main:574] : INFO : Epoch 1881 | loss: 0.0311096 | val_loss: 0.0311601 | Time: 2813.14 ms
[2022-04-18 14:37:29 main:574] : INFO : Epoch 1882 | loss: 0.031111 | val_loss: 0.0311603 | Time: 2894.53 ms
[2022-04-18 14:37:32 main:574] : INFO : Epoch 1883 | loss: 0.0311116 | val_loss: 0.0311533 | Time: 2842.25 ms
[2022-04-18 14:37:35 main:574] : INFO : Epoch 1884 | loss: 0.0311143 | val_loss: 0.0311608 | Time: 2880.03 ms
[2022-04-18 14:37:38 main:574] : INFO : Epoch 1885 | loss: 0.0311212 | val_loss: 0.03116 | Time: 2749 ms
[2022-04-18 14:37:41 main:574] : INFO : Epoch 1886 | loss: 0.0311262 | val_loss: 0.0311565 | Time: 2857.57 ms
[2022-04-18 14:37:43 main:574] : INFO : Epoch 1887 | loss: 0.0311241 | val_loss: 0.0311619 | Time: 2840.57 ms
[2022-04-18 14:37:46 main:574] : INFO : Epoch 1888 | loss: 0.0311222 | val_loss: 0.0311542 | Time: 2774.48 ms
[2022-04-18 14:37:49 main:574] : INFO : Epoch 1889 | loss: 0.0311208 | val_loss: 0.0311566 | Time: 2793.49 ms
[2022-04-18 14:37:52 main:574] : INFO : Epoch 1890 | loss: 0.0311184 | val_loss: 0.0311565 | Time: 2858.8 ms
[2022-04-18 14:37:55 main:574] : INFO : Epoch 1891 | loss: 0.0311193 | val_loss: 0.0311591 | Time: 2790.67 ms
[2022-04-18 14:37:57 main:574] : INFO : Epoch 1892 | loss: 0.0311217 | val_loss: 0.0311677 | Time: 2788.45 ms
[2022-04-18 14:38:00 main:574] : INFO : Epoch 1893 | loss: 0.0311216 | val_loss: 0.0311564 | Time: 2742.26 ms
[2022-04-18 14:38:03 main:574] : INFO : Epoch 1894 | loss: 0.0311184 | val_loss: 0.0311553 | Time: 2812.98 ms
[2022-04-18 14:38:06 main:574] : INFO : Epoch 1895 | loss: 0.0311155 | val_loss: 0.0311593 | Time: 2747.47 ms
[2022-04-18 14:38:09 main:574] : INFO : Epoch 1896 | loss: 0.0311162 | val_loss: 0.0311582 | Time: 2816.8 ms
[2022-04-18 14:38:11 main:574] : INFO : Epoch 1897 | loss: 0.0311149 | val_loss: 0.0311543 | Time: 2751.72 ms
[2022-04-18 14:38:14 main:574] : INFO : Epoch 1898 | loss: 0.0311146 | val_loss: 0.0311567 | Time: 2740.54 ms
[2022-04-18 14:38:17 main:574] : INFO : Epoch 1899 | loss: 0.0311185 | val_loss: 0.0311523 | Time: 2784.23 ms
[2022-04-18 14:38:20 main:574] : INFO : Epoch 1900 | loss: 0.0311196 | val_loss: 0.0311545 | Time: 2744.16 ms
[2022-04-18 14:38:22 main:574] : INFO : Epoch 1901 | loss: 0.0311169 | val_loss: 0.0311549 | Time: 2745.32 ms
[2022-04-18 14:38:25 main:574] : INFO : Epoch 1902 | loss: 0.0311197 | val_loss: 0.0311575 | Time: 2795.9 ms
[2022-04-18 14:38:28 main:574] : INFO : Epoch 1903 | loss: 0.0311226 | val_loss: 0.0311529 | Time: 2799.09 ms
[2022-04-18 14:38:31 main:574] : INFO : Epoch 1904 | loss: 0.0311223 | val_loss: 0.0311525 | Time: 2844.24 ms
[2022-04-18 14:38:34 main:574] : INFO : Epoch 1905 | loss: 0.0311202 | val_loss: 0.0311576 | Time: 2767.71 ms
[2022-04-18 14:38:36 main:574] : INFO : Epoch 1906 | loss: 0.0311185 | val_loss: 0.0311504 | Time: 2782.07 ms
[2022-04-18 14:38:39 main:574] : INFO : Epoch 1907 | loss: 0.0311172 | val_loss: 0.0311538 | Time: 2788.4 ms
[2022-04-18 14:38:42 main:574] : INFO : Epoch 1908 | loss: 0.0311182 | val_loss: 0.0311587 | Time: 2753.7 ms
[2022-04-18 14:38:45 main:574] : INFO : Epoch 1909 | loss: 0.0311145 | val_loss: 0.0311565 | Time: 2812.42 ms
[2022-04-18 14:38:48 main:574] : INFO : Epoch 1910 | loss: 0.0311155 | val_loss: 0.031159 | Time: 2813.45 ms
[2022-04-18 14:38:51 main:574] : INFO : Epoch 1911 | loss: 0.0311144 | val_loss: 0.0311606 | Time: 3007.31 ms
[2022-04-18 14:38:54 main:574] : INFO : Epoch 1912 | loss: 0.0311131 | val_loss: 0.0311591 | Time: 3096.94 ms
[2022-04-18 14:38:57 main:574] : INFO : Epoch 1913 | loss: 0.0311146 | val_loss: 0.0311528 | Time: 2953.56 ms
[2022-04-18 14:39:00 main:574] : INFO : Epoch 1914 | loss: 0.0311161 | val_loss: 0.0311563 | Time: 2911.99 ms
[2022-04-18 14:39:02 main:574] : INFO : Epoch 1915 | loss: 0.031119 | val_loss: 0.0311727 | Time: 2889.19 ms
[2022-04-18 14:39:05 main:574] : INFO : Epoch 1916 | loss: 0.0311172 | val_loss: 0.0311532 | Time: 3042.05 ms
[2022-04-18 14:39:09 main:574] : INFO : Epoch 1917 | loss: 0.0311145 | val_loss: 0.0311573 | Time: 3021.27 ms
[2022-04-18 14:39:11 main:574] : INFO : Epoch 1918 | loss: 0.0311122 | val_loss: 0.0311607 | Time: 2873.38 ms
[2022-04-18 14:39:14 main:574] : INFO : Epoch 1919 | loss: 0.031113 | val_loss: 0.0311563 | Time: 3017.28 ms
[2022-04-18 14:39:17 main:574] : INFO : Epoch 1920 | loss: 0.0311123 | val_loss: 0.03116 | Time: 2900.47 ms
[2022-04-18 14:39:20 main:574] : INFO : Epoch 1921 | loss: 0.0311098 | val_loss: 0.0311605 | Time: 2949.53 ms
[2022-04-18 14:39:23 main:574] : INFO : Epoch 1922 | loss: 0.0311098 | val_loss: 0.0311602 | Time: 2902.47 ms
[2022-04-18 14:39:26 main:574] : INFO : Epoch 1923 | loss: 0.0311082 | val_loss: 0.0311572 | Time: 2963.4 ms
[2022-04-18 14:39:29 main:574] : INFO : Epoch 1924 | loss: 0.031108 | val_loss: 0.0311564 | Time: 2851.19 ms
[2022-04-18 14:39:32 main:574] : INFO : Epoch 1925 | loss: 0.0311127 | val_loss: 0.0311559 | Time: 2875.99 ms
[2022-04-18 14:39:35 main:574] : INFO : Epoch 1926 | loss: 0.0311183 | val_loss: 0.0311572 | Time: 2815.89 ms
[2022-04-18 14:39:37 main:574] : INFO : Epoch 1927 | loss: 0.0311165 | val_loss: 0.03116 | Time: 2774.32 ms
[2022-04-18 14:39:40 main:574] : INFO : Epoch 1928 | loss: 0.0311159 | val_loss: 0.0311535 | Time: 2798.59 ms
[2022-04-18 14:39:43 main:574] : INFO : Epoch 1929 | loss: 0.0311158 | val_loss: 0.0311547 | Time: 2840.55 ms
[2022-04-18 14:39:46 main:574] : INFO : Epoch 1930 | loss: 0.0311142 | val_loss: 0.0311537 | Time: 2782.67 ms
[2022-04-18 14:39:49 main:574] : INFO : Epoch 1931 | loss: 0.0311127 | val_loss: 0.0311538 | Time: 2737.82 ms
[2022-04-18 14:39:51 main:574] : INFO : Epoch 1932 | loss: 0.0311214 | val_loss: 0.0311492 | Time: 2761.07 ms
[2022-04-18 14:39:54 main:574] : INFO : Epoch 1933 | loss: 0.0311179 | val_loss: 0.0311575 | Time: 2728.09 ms
[2022-04-18 14:39:57 main:574] : INFO : Epoch 1934 | loss: 0.0311136 | val_loss: 0.0311544 | Time: 2761.26 ms
[2022-04-18 14:40:00 main:574] : INFO : Epoch 1935 | loss: 0.0311131 | val_loss: 0.0311515 | Time: 2813.78 ms
[2022-04-18 14:40:03 main:574] : INFO : Epoch 1936 | loss: 0.0311146 | val_loss: 0.0311534 | Time: 2778.32 ms
[2022-04-18 14:40:05 main:574] : INFO : Epoch 1937 | loss: 0.0311144 | val_loss: 0.0311587 | Time: 2778.1 ms
[2022-04-18 14:40:08 main:574] : INFO : Epoch 1938 | loss: 0.0311127 | val_loss: 0.0311629 | Time: 2768.92 ms
[2022-04-18 14:40:11 main:574] : INFO : Epoch 1939 | loss: 0.0311116 | val_loss: 0.031154 | Time: 2742.86 ms
[2022-04-18 14:40:14 main:574] : INFO : Epoch 1940 | loss: 0.0311103 | val_loss: 0.031162 | Time: 2837.84 ms
[2022-04-18 14:40:16 main:574] : INFO : Epoch 1941 | loss: 0.031112 | val_loss: 0.0311564 | Time: 2799.7 ms
[2022-04-18 14:40:19 main:574] : INFO : Epoch 1942 | loss: 0.0311111 | val_loss: 0.0311577 | Time: 2825.39 ms
[2022-04-18 14:40:22 main:574] : INFO : Epoch 1943 | loss: 0.0311099 | val_loss: 0.0311577 | Time: 2784.36 ms
[2022-04-18 14:40:25 main:574] : INFO : Epoch 1944 | loss: 0.0311085 | val_loss: 0.0311562 | Time: 2745.59 ms
[2022-04-18 14:40:28 main:574] : INFO : Epoch 1945 | loss: 0.0311092 | val_loss: 0.0311613 | Time: 2766.26 ms
[2022-04-18 14:40:30 main:574] : INFO : Epoch 1946 | loss: 0.0311109 | val_loss: 0.0311608 | Time: 2873.79 ms
[2022-04-18 14:40:33 main:574] : INFO : Epoch 1947 | loss: 0.0311166 | val_loss: 0.0311685 | Time: 2780.56 ms
[2022-04-18 14:40:36 main:574] : INFO : Epoch 1948 | loss: 0.0312813 | val_loss: 0.0312912 | Time: 2809.75 ms
[2022-04-18 14:40:39 main:574] : INFO : Epoch 1949 | loss: 0.0317564 | val_loss: 0.0316725 | Time: 2796.3 ms
[2022-04-18 14:40:42 main:574] : INFO : Epoch 1950 | loss: 0.0312593 | val_loss: 0.0312075 | Time: 2782.96 ms
[2022-04-18 14:40:45 main:574] : INFO : Epoch 1951 | loss: 0.0311344 | val_loss: 0.0311708 | Time: 2881.95 ms
[2022-04-18 14:40:47 main:574] : INFO : Epoch 1952 | loss: 0.0311183 | val_loss: 0.031159 | Time: 2741.15 ms
[2022-04-18 14:40:50 main:574] : INFO : Epoch 1953 | loss: 0.0311105 | val_loss: 0.0311541 | Time: 2820.77 ms
[2022-04-18 14:40:53 main:574] : INFO : Epoch 1954 | loss: 0.0311126 | val_loss: 0.0311542 | Time: 2820.39 ms
[2022-04-18 14:40:56 main:574] : INFO : Epoch 1955 | loss: 0.0311146 | val_loss: 0.0311555 | Time: 2794.51 ms
[2022-04-18 14:40:58 main:574] : INFO : Epoch 1956 | loss: 0.0311174 | val_loss: 0.0311542 | Time: 2769.3 ms
[2022-04-18 14:41:01 main:574] : INFO : Epoch 1957 | loss: 0.0311124 | val_loss: 0.0311544 | Time: 2815.74 ms
[2022-04-18 14:41:04 main:574] : INFO : Epoch 1958 | loss: 0.0311103 | val_loss: 0.0311559 | Time: 2882.63 ms
[2022-04-18 14:41:07 main:574] : INFO : Epoch 1959 | loss: 0.0311162 | val_loss: 0.0311593 | Time: 2779.71 ms
[2022-04-18 14:41:10 main:574] : INFO : Epoch 1960 | loss: 0.0311146 | val_loss: 0.0311566 | Time: 2873.73 ms
[2022-04-18 14:41:13 main:574] : INFO : Epoch 1961 | loss: 0.0311133 | val_loss: 0.0311635 | Time: 2736.52 ms
[2022-04-18 14:41:15 main:574] : INFO : Epoch 1962 | loss: 0.031114 | val_loss: 0.0311592 | Time: 2804.01 ms
[2022-04-18 14:41:18 main:574] : INFO : Epoch 1963 | loss: 0.0311106 | val_loss: 0.0311582 | Time: 2738.29 ms
[2022-04-18 14:41:21 main:574] : INFO : Epoch 1964 | loss: 0.0311105 | val_loss: 0.0311585 | Time: 2792.19 ms
[2022-04-18 14:41:24 main:574] : INFO : Epoch 1965 | loss: 0.0311077 | val_loss: 0.0311595 | Time: 2789.62 ms
[2022-04-18 14:41:26 main:574] : INFO : Epoch 1966 | loss: 0.0311065 | val_loss: 0.0311594 | Time: 2726.46 ms
[2022-04-18 14:41:29 main:574] : INFO : Epoch 1967 | loss: 0.0311085 | val_loss: 0.0311554 | Time: 2810.95 ms
[2022-04-18 14:41:32 main:574] : INFO : Epoch 1968 | loss: 0.0311095 | val_loss: 0.0311573 | Time: 2819.08 ms
[2022-04-18 14:41:35 main:574] : INFO : Epoch 1969 | loss: 0.0311098 | val_loss: 0.0311545 | Time: 2743.04 ms
[2022-04-18 14:41:38 main:574] : INFO : Epoch 1970 | loss: 0.0311128 | val_loss: 0.0311568 | Time: 2783.06 ms
[2022-04-18 14:41:40 main:574] : INFO : Epoch 1971 | loss: 0.0311166 | val_loss: 0.0311539 | Time: 2837.87 ms
[2022-04-18 14:41:43 main:574] : INFO : Epoch 1972 | loss: 0.0311158 | val_loss: 0.0311589 | Time: 2776.72 ms
[2022-04-18 14:41:46 main:574] : INFO : Epoch 1973 | loss: 0.0311165 | val_loss: 0.0311593 | Time: 2785.21 ms
[2022-04-18 14:41:49 main:574] : INFO : Epoch 1974 | loss: 0.0311122 | val_loss: 0.0311526 | Time: 2745.68 ms
[2022-04-18 14:41:52 main:574] : INFO : Epoch 1975 | loss: 0.0311133 | val_loss: 0.0311536 | Time: 2804.81 ms
[2022-04-18 14:41:54 main:574] : INFO : Epoch 1976 | loss: 0.0311124 | val_loss: 0.0311572 | Time: 2762.41 ms
[2022-04-18 14:41:57 main:574] : INFO : Epoch 1977 | loss: 0.0311076 | val_loss: 0.0311527 | Time: 2723.9 ms
[2022-04-18 14:42:00 main:574] : INFO : Epoch 1978 | loss: 0.031106 | val_loss: 0.0311533 | Time: 2829.93 ms
[2022-04-18 14:42:03 main:574] : INFO : Epoch 1979 | loss: 0.0311081 | val_loss: 0.0311552 | Time: 2755.34 ms
[2022-04-18 14:42:06 main:574] : INFO : Epoch 1980 | loss: 0.0311113 | val_loss: 0.0311528 | Time: 2807.68 ms
[2022-04-18 14:42:08 main:574] : INFO : Epoch 1981 | loss: 0.0311106 | val_loss: 0.0311537 | Time: 2801.18 ms
[2022-04-18 14:42:11 main:574] : INFO : Epoch 1982 | loss: 0.0311085 | val_loss: 0.0311616 | Time: 2824.05 ms
[2022-04-18 14:42:14 main:574] : INFO : Epoch 1983 | loss: 0.0311072 | val_loss: 0.0311609 | Time: 2794.76 ms
[2022-04-18 14:42:17 main:574] : INFO : Epoch 1984 | loss: 0.0311056 | val_loss: 0.0311592 | Time: 2702.17 ms
[2022-04-18 14:42:19 main:574] : INFO : Epoch 1985 | loss: 0.0311097 | val_loss: 0.0311556 | Time: 2783.13 ms
[2022-04-18 14:42:22 main:574] : INFO : Epoch 1986 | loss: 0.0311094 | val_loss: 0.0311562 | Time: 2739.61 ms
[2022-04-18 14:42:25 main:574] : INFO : Epoch 1987 | loss: 0.031109 | val_loss: 0.0311578 | Time: 2813 ms
[2022-04-18 14:42:28 main:574] : INFO : Epoch 1988 | loss: 0.0311076 | val_loss: 0.0311582 | Time: 2855.18 ms
[2022-04-18 14:42:31 main:574] : INFO : Epoch 1989 | loss: 0.0311071 | val_loss: 0.031155 | Time: 2851.71 ms
[2022-04-18 14:42:33 main:574] : INFO : Epoch 1990 | loss: 0.0311061 | val_loss: 0.0311567 | Time: 2772.51 ms
[2022-04-18 14:42:36 main:574] : INFO : Epoch 1991 | loss: 0.0311062 | val_loss: 0.0311549 | Time: 2811.91 ms
[2022-04-18 14:42:39 main:574] : INFO : Epoch 1992 | loss: 0.0311064 | val_loss: 0.0311566 | Time: 2828.19 ms
[2022-04-18 14:42:42 main:574] : INFO : Epoch 1993 | loss: 0.0311065 | val_loss: 0.0311593 | Time: 2724.68 ms
[2022-04-18 14:42:45 main:574] : INFO : Epoch 1994 | loss: 0.0311062 | val_loss: 0.031164 | Time: 2757.45 ms
[2022-04-18 14:42:47 main:574] : INFO : Epoch 1995 | loss: 0.0311066 | val_loss: 0.0311548 | Time: 2768.28 ms
[2022-04-18 14:42:50 main:574] : INFO : Epoch 1996 | loss: 0.031105 | val_loss: 0.031154 | Time: 2816.62 ms
[2022-04-18 14:42:53 main:574] : INFO : Epoch 1997 | loss: 0.0311048 | val_loss: 0.0311617 | Time: 2871.83 ms
[2022-04-18 14:42:56 main:574] : INFO : Epoch 1998 | loss: 0.0311076 | val_loss: 0.0311517 | Time: 2724.57 ms
[2022-04-18 14:42:59 main:574] : INFO : Epoch 1999 | loss: 0.0311068 | val_loss: 0.0311601 | Time: 2838.18 ms
[2022-04-18 14:43:01 main:574] : INFO : Epoch 2000 | loss: 0.0311085 | val_loss: 0.031159 | Time: 2769.73 ms
[2022-04-18 14:43:04 main:574] : INFO : Epoch 2001 | loss: 0.0311095 | val_loss: 0.0311589 | Time: 2858.36 ms
[2022-04-18 14:43:07 main:574] : INFO : Epoch 2002 | loss: 0.0311068 | val_loss: 0.0311671 | Time: 2799.63 ms
[2022-04-18 14:43:10 main:574] : INFO : Epoch 2003 | loss: 0.0311067 | val_loss: 0.0311609 | Time: 2783.71 ms
[2022-04-18 14:43:13 main:574] : INFO : Epoch 2004 | loss: 0.0311092 | val_loss: 0.0311553 | Time: 2746.4 ms
[2022-04-18 14:43:15 main:574] : INFO : Epoch 2005 | loss: 0.0311048 | val_loss: 0.0311579 | Time: 2839.91 ms
[2022-04-18 14:43:18 main:574] : INFO : Epoch 2006 | loss: 0.0311064 | val_loss: 0.0311568 | Time: 2806.75 ms
[2022-04-18 14:43:21 main:574] : INFO : Epoch 2007 | loss: 0.0311076 | val_loss: 0.0311605 | Time: 2803.41 ms
[2022-04-18 14:43:24 main:574] : INFO : Epoch 2008 | loss: 0.0311077 | val_loss: 0.031168 | Time: 2756.19 ms
[2022-04-18 14:43:27 main:574] : INFO : Epoch 2009 | loss: 0.0311081 | val_loss: 0.0311622 | Time: 2801.25 ms
[2022-04-18 14:43:30 main:574] : INFO : Epoch 2010 | loss: 0.031106 | val_loss: 0.0311599 | Time: 2878.32 ms
[2022-04-18 14:43:32 main:574] : INFO : Epoch 2011 | loss: 0.031106 | val_loss: 0.0311554 | Time: 2779.69 ms
[2022-04-18 14:43:35 main:574] : INFO : Epoch 2012 | loss: 0.0311069 | val_loss: 0.0311551 | Time: 2804.95 ms
[2022-04-18 14:43:38 main:574] : INFO : Epoch 2013 | loss: 0.0311089 | val_loss: 0.0311662 | Time: 2760.93 ms
[2022-04-18 14:43:41 main:574] : INFO : Epoch 2014 | loss: 0.0311138 | val_loss: 0.0311626 | Time: 2822.71 ms
[2022-04-18 14:43:44 main:574] : INFO : Epoch 2015 | loss: 0.0311074 | val_loss: 0.0311573 | Time: 2825.08 ms
[2022-04-18 14:43:46 main:574] : INFO : Epoch 2016 | loss: 0.0311069 | val_loss: 0.0311592 | Time: 2754.9 ms
[2022-04-18 14:43:49 main:574] : INFO : Epoch 2017 | loss: 0.0311051 | val_loss: 0.0311605 | Time: 2787.09 ms
[2022-04-18 14:43:52 main:574] : INFO : Epoch 2018 | loss: 0.0311046 | val_loss: 0.0311604 | Time: 2776.15 ms
[2022-04-18 14:43:55 main:574] : INFO : Epoch 2019 | loss: 0.0311042 | val_loss: 0.0311579 | Time: 2792.47 ms
[2022-04-18 14:43:58 main:574] : INFO : Epoch 2020 | loss: 0.0311094 | val_loss: 0.03116 | Time: 2846.02 ms
[2022-04-18 14:44:00 main:574] : INFO : Epoch 2021 | loss: 0.0311112 | val_loss: 0.031159 | Time: 2718.5 ms
[2022-04-18 14:44:03 main:574] : INFO : Epoch 2022 | loss: 0.0311114 | val_loss: 0.0311663 | Time: 2863.88 ms
[2022-04-18 14:44:06 main:574] : INFO : Epoch 2023 | loss: 0.031113 | val_loss: 0.0311704 | Time: 2782.97 ms
[2022-04-18 14:44:09 main:574] : INFO : Epoch 2024 | loss: 0.0311093 | val_loss: 0.0311628 | Time: 2837.69 ms
[2022-04-18 14:44:11 main:574] : INFO : Epoch 2025 | loss: 0.0311111 | val_loss: 0.0311586 | Time: 2757.87 ms
[2022-04-18 14:44:14 main:574] : INFO : Epoch 2026 | loss: 0.0311187 | val_loss: 0.0311634 | Time: 2789.06 ms
[2022-04-18 14:44:17 main:574] : INFO : Epoch 2027 | loss: 0.031117 | val_loss: 0.0311631 | Time: 2768.06 ms
[2022-04-18 14:44:20 main:574] : INFO : Epoch 2028 | loss: 0.031121 | val_loss: 0.0311629 | Time: 2803.36 ms
[2022-04-18 14:44:23 main:574] : INFO : Epoch 2029 | loss: 0.0311191 | val_loss: 0.0311629 | Time: 2847.33 ms
[2022-04-18 14:44:26 main:574] : INFO : Epoch 2030 | loss: 0.0311253 | val_loss: 0.0311666 | Time: 2789.97 ms
[2022-04-18 14:44:28 main:574] : INFO : Epoch 2031 | loss: 0.0311459 | val_loss: 0.0311668 | Time: 2746.21 ms
[2022-04-18 14:44:31 main:574] : INFO : Epoch 2032 | loss: 0.0311423 | val_loss: 0.0311649 | Time: 2801.88 ms
[2022-04-18 14:44:34 main:574] : INFO : Epoch 2033 | loss: 0.031136 | val_loss: 0.0311669 | Time: 2785.03 ms
[2022-04-18 14:44:37 main:574] : INFO : Epoch 2034 | loss: 0.0311314 | val_loss: 0.0311602 | Time: 2773.18 ms
[2022-04-18 14:44:39 main:574] : INFO : Epoch 2035 | loss: 0.0311316 | val_loss: 0.0311658 | Time: 2763.95 ms
[2022-04-18 14:44:42 main:574] : INFO : Epoch 2036 | loss: 0.0311407 | val_loss: 0.031165 | Time: 2899.91 ms
[2022-04-18 14:44:45 main:574] : INFO : Epoch 2037 | loss: 0.031144 | val_loss: 0.031162 | Time: 2823.38 ms
[2022-04-18 14:44:48 main:574] : INFO : Epoch 2038 | loss: 0.0311424 | val_loss: 0.0311608 | Time: 2869.41 ms
[2022-04-18 14:44:51 main:574] : INFO : Epoch 2039 | loss: 0.0311372 | val_loss: 0.0311601 | Time: 2737.12 ms
[2022-04-18 14:44:54 main:574] : INFO : Epoch 2040 | loss: 0.031137 | val_loss: 0.0311605 | Time: 2801.91 ms
[2022-04-18 14:44:56 main:574] : INFO : Epoch 2041 | loss: 0.0311356 | val_loss: 0.0311607 | Time: 2762.31 ms
[2022-04-18 14:44:59 main:574] : INFO : Epoch 2042 | loss: 0.031146 | val_loss: 0.031176 | Time: 2769.33 ms
[2022-04-18 14:45:02 main:574] : INFO : Epoch 2043 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 2770.21 ms
[2022-04-18 14:45:05 main:574] : INFO : Epoch 2044 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 2767 ms
[2022-04-18 14:45:08 main:574] : INFO : Epoch 2045 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 2895.53 ms
[2022-04-18 14:45:10 main:574] : INFO : Epoch 2046 | loss: 0.031166 | val_loss: 0.0311721 | Time: 2868.63 ms
[2022-04-18 14:45:13 main:574] : INFO : Epoch 2047 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 2859.29 ms
[2022-04-18 14:45:16 main:574] : INFO : Epoch 2048 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 2801.92 ms
[2022-04-18 14:45:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311691
[2022-04-18 14:45:16 main:603] : INFO : Saving end state to config to file
[2022-04-18 14:45:16 main:608] : INFO : Success, exiting..
14:45:16 (27200): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)