Task 7896025
| Name | ParityModified-1631733754-2623-2_0 |
| Workunit | 5521085 |
| Created | 8 Oct 2021, 8:00:54 UTC |
| Sent | 14 Oct 2021, 15:18:10 UTC |
| Report deadline | 21 Oct 2021, 15:18:10 UTC |
| Received | 14 Oct 2021, 19:17:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 47 min 53 sec |
| CPU time | 1 hours 41 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :36 main:574] : INFO : Epoch 1542 | loss: 0.0311445 | val_loss: 0.0311592 | Time: 2932.51 ms [2021-10-14 18:51:39 main:574] : INFO : Epoch 1543 | loss: 0.0311463 | val_loss: 0.0311597 | Time: 2863.86 ms [2021-10-14 18:51:42 main:574] : INFO : Epoch 1544 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 2907.07 ms [2021-10-14 18:51:45 main:574] : INFO : Epoch 1545 | loss: 0.0311475 | val_loss: 0.0311621 | Time: 2966.86 ms [2021-10-14 18:51:48 main:574] : INFO : Epoch 1546 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 2897.41 ms [2021-10-14 18:51:51 main:574] : INFO : Epoch 1547 | loss: 0.031143 | val_loss: 0.0311597 | Time: 2961.71 ms [2021-10-14 18:51:54 main:574] : INFO : Epoch 1548 | loss: 0.0311412 | val_loss: 0.0311617 | Time: 2908.79 ms [2021-10-14 18:51:57 main:574] : INFO : Epoch 1549 | loss: 0.0311417 | val_loss: 0.031166 | Time: 2843.84 ms [2021-10-14 18:52:00 main:574] : INFO : Epoch 1550 | loss: 0.0311445 | val_loss: 0.0311624 | Time: 2957.27 ms [2021-10-14 18:52:03 main:574] : INFO : Epoch 1551 | loss: 0.0311439 | val_loss: 0.0311584 | Time: 2956.22 ms [2021-10-14 18:52:06 main:574] : INFO : Epoch 1552 | loss: 0.0311427 | val_loss: 0.03116 | Time: 2973.55 ms [2021-10-14 18:52:09 main:574] : INFO : Epoch 1553 | loss: 0.0311432 | val_loss: 0.0311631 | Time: 3006.93 ms [2021-10-14 18:52:12 main:574] : INFO : Epoch 1554 | loss: 0.0311447 | val_loss: 0.0311655 | Time: 2851.51 ms [2021-10-14 18:52:15 main:574] : INFO : Epoch 1555 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 2908.58 ms [2021-10-14 18:52:17 main:574] : INFO : Epoch 1556 | loss: 0.031148 | val_loss: 0.0311649 | Time: 2965.47 ms [2021-10-14 18:52:20 main:574] : INFO : Epoch 1557 | loss: 0.0311653 | val_loss: 0.0311707 | Time: 2972.49 ms [2021-10-14 18:52:24 main:574] : INFO : Epoch 1558 | loss: 0.0311651 | val_loss: 0.031169 | Time: 3083.04 ms [2021-10-14 18:52:26 main:574] : INFO : Epoch 1559 | loss: 0.0311652 | val_loss: 0.0311685 | Time: 2888.93 ms [2021-10-14 18:52:29 main:574] : INFO : Epoch 1560 | loss: 0.0311614 | val_loss: 0.0311641 | Time: 2843.75 ms [2021-10-14 18:52:32 main:574] : INFO : Epoch 1561 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 2872.91 ms [2021-10-14 18:52:35 main:574] : INFO : Epoch 1562 | loss: 0.0311556 | val_loss: 0.0311599 | Time: 2963.71 ms [2021-10-14 18:52:38 main:574] : INFO : Epoch 1563 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 2971.02 ms [2021-10-14 18:52:41 main:574] : INFO : Epoch 1564 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 2967.82 ms [2021-10-14 18:52:44 main:574] : INFO : Epoch 1565 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 2876.23 ms [2021-10-14 18:52:47 main:574] : INFO : Epoch 1566 | loss: 0.0311526 | val_loss: 0.0311615 | Time: 2815.8 ms [2021-10-14 18:52:50 main:574] : INFO : Epoch 1567 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 2872.61 ms [2021-10-14 18:52:53 main:574] : INFO : Epoch 1568 | loss: 0.0311594 | val_loss: 0.0311639 | Time: 2919.01 ms [2021-10-14 18:52:56 main:574] : INFO : Epoch 1569 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 2992.01 ms [2021-10-14 18:52:59 main:574] : INFO : Epoch 1570 | loss: 0.0311551 | val_loss: 0.0311613 | Time: 2985.15 ms [2021-10-14 18:53:02 main:574] : INFO : Epoch 1571 | loss: 0.0311524 | val_loss: 0.0311608 | Time: 2967.74 ms [2021-10-14 18:53:05 main:574] : INFO : Epoch 1572 | loss: 0.0311535 | val_loss: 0.0311614 | Time: 2849.82 ms [2021-10-14 18:53:08 main:574] : INFO : Epoch 1573 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 3118.58 ms [2021-10-14 18:53:11 main:574] : INFO : Epoch 1574 | loss: 0.0311498 | val_loss: 0.0311634 | Time: 3037.41 ms [2021-10-14 18:53:14 main:574] : INFO : Epoch 1575 | loss: 0.0311516 | val_loss: 0.031165 | Time: 3065.1 ms [2021-10-14 18:53:17 main:574] : INFO : Epoch 1576 | loss: 0.0311533 | val_loss: 0.0311612 | Time: 2889.23 ms [2021-10-14 18:53:20 main:574] : INFO : Epoch 1577 | loss: 0.0311529 | val_loss: 0.0311587 | Time: 2879.85 ms [2021-10-14 18:53:23 main:574] : INFO : Epoch 1578 | loss: 0.03115 | val_loss: 0.0311601 | Time: 2986.18 ms [2021-10-14 18:53:25 main:574] : INFO : Epoch 1579 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 2901.15 ms [2021-10-14 18:53:28 main:574] : INFO : Epoch 1580 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 2917.4 ms [2021-10-14 18:53:31 main:574] : INFO : Epoch 1581 | loss: 0.03115 | val_loss: 0.0311604 | Time: 2943.19 ms [2021-10-14 18:53:36 main:574] : INFO : Epoch 1582 | loss: 0.0311483 | val_loss: 0.0311578 | Time: 4240.3 ms [2021-10-14 18:53:40 main:574] : INFO : Epoch 1583 | loss: 0.0311486 | val_loss: 0.0311629 | Time: 4200.86 ms [2021-10-14 18:53:44 main:574] : INFO : Epoch 1584 | loss: 0.0311534 | val_loss: 0.031163 | Time: 4653.25 ms [2021-10-14 18:54:00 main:574] : INFO : Epoch 1585 | loss: 0.0311492 | val_loss: 0.0311574 | Time: 15599.6 ms [2021-10-14 18:54:03 main:574] : INFO : Epoch 1586 | loss: 0.0311483 | val_loss: 0.031155 | Time: 3013.24 ms [2021-10-14 18:54:06 main:574] : INFO : Epoch 1587 | loss: 0.031149 | val_loss: 0.0311569 | Time: 3062.58 ms [2021-10-14 18:54:09 main:574] : INFO : Epoch 1588 | loss: 0.0311501 | val_loss: 0.0311642 | Time: 2971.9 ms [2021-10-14 18:54:12 main:574] : INFO : Epoch 1589 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 2883.64 ms [2021-10-14 18:54:15 main:574] : INFO : Epoch 1590 | loss: 0.0311514 | val_loss: 0.0311606 | Time: 2870.09 ms [2021-10-14 18:54:18 main:574] : INFO : Epoch 1591 | loss: 0.0311491 | val_loss: 0.0311572 | Time: 2923.86 ms [2021-10-14 18:54:21 main:574] : INFO : Epoch 1592 | loss: 0.0311455 | val_loss: 0.0311586 | Time: 2945.89 ms [2021-10-14 18:54:24 main:574] : INFO : Epoch 1593 | loss: 0.0311475 | val_loss: 0.0311545 | Time: 2915.22 ms [2021-10-14 18:54:27 main:574] : INFO : Epoch 1594 | loss: 0.0311446 | val_loss: 0.0311643 | Time: 2970.26 ms [2021-10-14 18:54:30 main:574] : INFO : Epoch 1595 | loss: 0.0311463 | val_loss: 0.0311569 | Time: 2891.78 ms [2021-10-14 18:54:33 main:574] : INFO : Epoch 1596 | loss: 0.0311463 | val_loss: 0.0311577 | Time: 2859.43 ms [2021-10-14 18:54:36 main:574] : INFO : Epoch 1597 | loss: 0.0311489 | val_loss: 0.0311597 | Time: 3049.6 ms [2021-10-14 18:54:38 main:574] : INFO : Epoch 1598 | loss: 0.0311532 | val_loss: 0.0311623 | Time: 2897.62 ms [2021-10-14 18:54:42 main:574] : INFO : Epoch 1599 | loss: 0.0311506 | val_loss: 0.0311609 | Time: 2996.66 ms [2021-10-14 18:54:44 main:574] : INFO : Epoch 1600 | loss: 0.0311463 | val_loss: 0.0311574 | Time: 2877.02 ms [2021-10-14 18:54:47 main:574] : INFO : Epoch 1601 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 2824.59 ms [2021-10-14 18:54:50 main:574] : INFO : Epoch 1602 | loss: 0.0311494 | val_loss: 0.0311633 | Time: 2917.99 ms [2021-10-14 18:54:53 main:574] : INFO : Epoch 1603 | loss: 0.0311463 | val_loss: 0.0311589 | Time: 2994.57 ms [2021-10-14 18:54:56 main:574] : INFO : Epoch 1604 | loss: 0.031145 | val_loss: 0.0311597 | Time: 3068.87 ms [2021-10-14 18:54:59 main:574] : INFO : Epoch 1605 | loss: 0.0311465 | val_loss: 0.0311598 | Time: 3037.73 ms [2021-10-14 18:55:02 main:574] : INFO : Epoch 1606 | loss: 0.0311446 | val_loss: 0.0311575 | Time: 2922.21 ms [2021-10-14 18:55:05 main:574] : INFO : Epoch 1607 | loss: 0.0311454 | val_loss: 0.0311572 | Time: 2903.55 ms [2021-10-14 18:55:08 main:574] : INFO : Epoch 1608 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 2981.04 ms [2021-10-14 18:55:11 main:574] : INFO : Epoch 1609 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 2992.09 ms [2021-10-14 18:55:14 main:574] : INFO : Epoch 1610 | loss: 0.0311442 | val_loss: 0.0311615 | Time: 2978.8 ms [2021-10-14 18:55:17 main:574] : INFO : Epoch 1611 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 2917.66 ms [2021-10-14 18:55:20 main:574] : INFO : Epoch 1612 | loss: 0.031142 | val_loss: 0.03116 | Time: 2871.5 ms [2021-10-14 18:55:23 main:574] : INFO : Epoch 1613 | loss: 0.0311447 | val_loss: 0.0311606 | Time: 2915.27 ms [2021-10-14 18:55:26 main:574] : INFO : Epoch 1614 | loss: 0.0311477 | val_loss: 0.0311605 | Time: 2921.14 ms [2021-10-14 18:55:29 main:574] : INFO : Epoch 1615 | loss: 0.0311459 | val_loss: 0.0311588 | Time: 2904.1 ms [2021-10-14 18:55:32 main:574] : INFO : Epoch 1616 | loss: 0.0311464 | val_loss: 0.031159 | Time: 3010.22 ms [2021-10-14 18:55:35 main:574] : INFO : Epoch 1617 | loss: 0.0311461 | val_loss: 0.0311528 | Time: 2890.01 ms [2021-10-14 18:55:38 main:574] : INFO : Epoch 1618 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 2905.19 ms [2021-10-14 18:55:40 main:574] : INFO : Epoch 1619 | loss: 0.0311555 | val_loss: 0.031161 | Time: 2927 ms [2021-10-14 18:55:44 main:574] : INFO : Epoch 1620 | loss: 0.0311477 | val_loss: 0.0311552 | Time: 3052.32 ms [2021-10-14 18:55:46 main:574] : INFO : Epoch 1621 | loss: 0.0311458 | val_loss: 0.0311539 | Time: 2915.42 ms [2021-10-14 18:55:49 main:574] : INFO : Epoch 1622 | loss: 0.0311451 | val_loss: 0.0311559 | Time: 2898.76 ms [2021-10-14 18:55:52 main:574] : INFO : Epoch 1623 | loss: 0.0311434 | val_loss: 0.0311545 | Time: 2841.58 ms [2021-10-14 18:55:55 main:574] : INFO : Epoch 1624 | loss: 0.0311425 | val_loss: 0.0311622 | Time: 2854.04 ms [2021-10-14 18:55:58 main:574] : INFO : Epoch 1625 | loss: 0.0311444 | val_loss: 0.0311577 | Time: 2979.73 ms [2021-10-14 18:56:01 main:574] : INFO : Epoch 1626 | loss: 0.0311455 | val_loss: 0.0311567 | Time: 3087.68 ms [2021-10-14 18:56:04 main:574] : INFO : Epoch 1627 | loss: 0.0311426 | val_loss: 0.031157 | Time: 2893.79 ms [2021-10-14 18:56:07 main:574] : INFO : Epoch 1628 | loss: 0.0311455 | val_loss: 0.0311535 | Time: 2884.27 ms [2021-10-14 18:56:10 main:574] : INFO : Epoch 1629 | loss: 0.0311461 | val_loss: 0.0311541 | Time: 2835.83 ms [2021-10-14 18:56:13 main:574] : INFO : Epoch 1630 | loss: 0.0311427 | val_loss: 0.0311553 | Time: 2875.59 ms [2021-10-14 18:56:16 main:574] : INFO : Epoch 1631 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 3110.02 ms [2021-10-14 18:56:19 main:574] : INFO : Epoch 1632 | loss: 0.0311451 | val_loss: 0.0311596 | Time: 2965.94 ms [2021-10-14 18:56:22 main:574] : INFO : Epoch 1633 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 3099.35 ms [2021-10-14 18:56:25 main:574] : INFO : Epoch 1634 | loss: 0.03115 | val_loss: 0.03116 | Time: 2842.18 ms [2021-10-14 18:56:28 main:574] : INFO : Epoch 1635 | loss: 0.0311462 | val_loss: 0.0311588 | Time: 2884.16 ms [2021-10-14 18:56:31 main:574] : INFO : Epoch 1636 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 3079.37 ms [2021-10-14 18:56:34 main:574] : INFO : Epoch 1637 | loss: 0.031145 | val_loss: 0.0311595 | Time: 3000.2 ms [2021-10-14 18:56:37 main:574] : INFO : Epoch 1638 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 3158.4 ms [2021-10-14 18:56:40 main:574] : INFO : Epoch 1639 | loss: 0.0311444 | val_loss: 0.0311567 | Time: 2977.42 ms [2021-10-14 18:56:43 main:574] : INFO : Epoch 1640 | loss: 0.0311433 | val_loss: 0.0311555 | Time: 2965.95 ms [2021-10-14 18:56:46 main:574] : INFO : Epoch 1641 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 2998.56 ms [2021-10-14 18:56:49 main:574] : INFO : Epoch 1642 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 2986.4 ms [2021-10-14 18:56:52 main:574] : INFO : Epoch 1643 | loss: 0.031145 | val_loss: 0.0311611 | Time: 2939.36 ms [2021-10-14 18:56:55 main:574] : INFO : Epoch 1644 | loss: 0.0311437 | val_loss: 0.0311576 | Time: 2844.92 ms [2021-10-14 18:56:58 main:574] : INFO : Epoch 1645 | loss: 0.0311461 | val_loss: 0.0311603 | Time: 2909.88 ms [2021-10-14 18:57:01 main:574] : INFO : Epoch 1646 | loss: 0.0311484 | val_loss: 0.0311603 | Time: 2927.45 ms [2021-10-14 18:57:03 main:574] : INFO : Epoch 1647 | loss: 0.0311475 | val_loss: 0.031156 | Time: 2886.69 ms [2021-10-14 18:57:06 main:574] : INFO : Epoch 1648 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 2988.86 ms [2021-10-14 18:57:09 main:574] : INFO : Epoch 1649 | loss: 0.0311474 | val_loss: 0.0311616 | Time: 2979.68 ms [2021-10-14 18:57:12 main:574] : INFO : Epoch 1650 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 2861.2 ms [2021-10-14 18:57:15 main:574] : INFO : Epoch 1651 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 2868.35 ms [2021-10-14 18:57:18 main:574] : INFO : Epoch 1652 | loss: 0.031146 | val_loss: 0.0311619 | Time: 3112.75 ms [2021-10-14 18:57:21 main:574] : INFO : Epoch 1653 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 2990.76 ms [2021-10-14 18:57:24 main:574] : INFO : Epoch 1654 | loss: 0.0311469 | val_loss: 0.0311612 | Time: 2938.9 ms [2021-10-14 18:57:27 main:574] : INFO : Epoch 1655 | loss: 0.0311463 | val_loss: 0.0311621 | Time: 2915.36 ms [2021-10-14 18:57:30 main:574] : INFO : Epoch 1656 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 2850.76 ms [2021-10-14 18:57:33 main:574] : INFO : Epoch 1657 | loss: 0.0311487 | val_loss: 0.0311588 | Time: 2819.61 ms [2021-10-14 18:57:36 main:574] : INFO : Epoch 1658 | loss: 0.0311468 | val_loss: 0.0311611 | Time: 2966.86 ms [2021-10-14 18:57:39 main:574] : INFO : Epoch 1659 | loss: 0.0311712 | val_loss: 0.0311833 | Time: 3028.66 ms [2021-10-14 18:57:42 main:574] : INFO : Epoch 1660 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 2946.55 ms [2021-10-14 18:57:45 main:574] : INFO : Epoch 1661 | loss: 0.0311739 | val_loss: 0.0311726 | Time: 2917.19 ms [2021-10-14 18:57:48 main:574] : INFO : Epoch 1662 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 2857.81 ms [2021-10-14 18:57:51 main:574] : INFO : Epoch 1663 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 2899.61 ms [2021-10-14 18:57:54 main:574] : INFO : Epoch 1664 | loss: 0.0311673 | val_loss: 0.031173 | Time: 3105 ms [2021-10-14 18:57:57 main:574] : INFO : Epoch 1665 | loss: 0.031167 | val_loss: 0.0311747 | Time: 2970.29 ms [2021-10-14 18:58:00 main:574] : INFO : Epoch 1666 | loss: 0.0311651 | val_loss: 0.0311788 | Time: 3027.24 ms [2021-10-14 18:58:03 main:574] : INFO : Epoch 1667 | loss: 0.0311646 | val_loss: 0.031177 | Time: 2863.76 ms [2021-10-14 18:58:06 main:574] : INFO : Epoch 1668 | loss: 0.0311631 | val_loss: 0.031173 | Time: 2944.18 ms [2021-10-14 18:58:09 main:574] : INFO : Epoch 1669 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 2976.85 ms [2021-10-14 18:58:12 main:574] : INFO : Epoch 1670 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 3180.92 ms [2021-10-14 18:58:15 main:574] : INFO : Epoch 1671 | loss: 0.031165 | val_loss: 0.0311752 | Time: 2965.55 ms [2021-10-14 18:58:18 main:574] : INFO : Epoch 1672 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 2887.81 ms [2021-10-14 18:58:21 main:574] : INFO : Epoch 1673 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 2904.77 ms [2021-10-14 18:58:24 main:574] : INFO : Epoch 1674 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 3036.39 ms [2021-10-14 18:58:27 main:574] : INFO : Epoch 1675 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 2926.5 ms [2021-10-14 18:58:30 main:574] : INFO : Epoch 1676 | loss: 0.03116 | val_loss: 0.0311706 | Time: 2928.41 ms [2021-10-14 18:58:32 main:574] : INFO : Epoch 1677 | loss: 0.031158 | val_loss: 0.0311705 | Time: 2892.91 ms [2021-10-14 18:58:35 main:574] : INFO : Epoch 1678 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 2830.76 ms [2021-10-14 18:58:38 main:574] : INFO : Epoch 1679 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 2983.42 ms [2021-10-14 18:58:41 main:574] : INFO : Epoch 1680 | loss: 0.0311564 | val_loss: 0.03117 | Time: 2959.54 ms [2021-10-14 18:58:44 main:574] : INFO : Epoch 1681 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 2980.85 ms [2021-10-14 18:58:47 main:574] : INFO : Epoch 1682 | loss: 0.0311552 | val_loss: 0.031169 | Time: 2947.23 ms [2021-10-14 18:58:50 main:574] : INFO : Epoch 1683 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 2867.23 ms [2021-10-14 18:58:53 main:574] : INFO : Epoch 1684 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 2874.51 ms [2021-10-14 18:58:56 main:574] : INFO : Epoch 1685 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 2957.97 ms [2021-10-14 18:58:59 main:574] : INFO : Epoch 1686 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 2922.13 ms [2021-10-14 18:59:02 main:574] : INFO : Epoch 1687 | loss: 0.0311561 | val_loss: 0.031166 | Time: 3048.34 ms [2021-10-14 18:59:05 main:574] : INFO : Epoch 1688 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 2885.28 ms [2021-10-14 18:59:08 main:574] : INFO : Epoch 1689 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 2876.33 ms [2021-10-14 18:59:11 main:574] : INFO : Epoch 1690 | loss: 0.0311596 | val_loss: 0.0311629 | Time: 2856.49 ms [2021-10-14 18:59:14 main:574] : INFO : Epoch 1691 | loss: 0.0311589 | val_loss: 0.0311621 | Time: 2972.28 ms [2021-10-14 18:59:16 main:574] : INFO : Epoch 1692 | loss: 0.0311582 | val_loss: 0.0311625 | Time: 2922.24 ms [2021-10-14 18:59:20 main:574] : INFO : Epoch 1693 | loss: 0.0311578 | val_loss: 0.0311602 | Time: 3009.05 ms [2021-10-14 18:59:22 main:574] : INFO : Epoch 1694 | loss: 0.0311542 | val_loss: 0.031163 | Time: 2923.42 ms [2021-10-14 18:59:25 main:574] : INFO : Epoch 1695 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 2869.7 ms [2021-10-14 18:59:28 main:574] : INFO : Epoch 1696 | loss: 0.0311546 | val_loss: 0.0311607 | Time: 2966.66 ms [2021-10-14 18:59:31 main:574] : INFO : Epoch 1697 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 3041.26 ms [2021-10-14 18:59:34 main:574] : INFO : Epoch 1698 | loss: 0.0311522 | val_loss: 0.0311589 | Time: 3023.99 ms [2021-10-14 18:59:37 main:574] : INFO : Epoch 1699 | loss: 0.031152 | val_loss: 0.0311613 | Time: 3041.62 ms [2021-10-14 18:59:40 main:574] : INFO : Epoch 1700 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 2988.38 ms [2021-10-14 18:59:43 main:574] : INFO : Epoch 1701 | loss: 0.0311521 | val_loss: 0.0311583 | Time: 2958.82 ms [2021-10-14 18:59:46 main:574] : INFO : Epoch 1702 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 3017.82 ms [2021-10-14 18:59:50 main:574] : INFO : Epoch 1703 | loss: 0.0311526 | val_loss: 0.0311615 | Time: 3060.65 ms [2021-10-14 18:59:52 main:574] : INFO : Epoch 1704 | loss: 0.0311502 | val_loss: 0.0311601 | Time: 2894.87 ms [2021-10-14 18:59:55 main:574] : INFO : Epoch 1705 | loss: 0.0311526 | val_loss: 0.0311631 | Time: 2865.26 ms [2021-10-14 18:59:58 main:574] : INFO : Epoch 1706 | loss: 0.0311501 | val_loss: 0.0311587 | Time: 2836.32 ms [2021-10-14 19:00:01 main:574] : INFO : Epoch 1707 | loss: 0.0311491 | val_loss: 0.0311587 | Time: 2979.78 ms [2021-10-14 19:00:04 main:574] : INFO : Epoch 1708 | loss: 0.0311493 | val_loss: 0.0311611 | Time: 2959.62 ms [2021-10-14 19:00:07 main:574] : INFO : Epoch 1709 | loss: 0.0311518 | val_loss: 0.0311597 | Time: 2993.38 ms [2021-10-14 19:00:10 main:574] : INFO : Epoch 1710 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2937.58 ms [2021-10-14 19:00:13 main:574] : INFO : Epoch 1711 | loss: 0.0311494 | val_loss: 0.0311615 | Time: 2857.65 ms [2021-10-14 19:00:16 main:574] : INFO : Epoch 1712 | loss: 0.0311494 | val_loss: 0.031159 | Time: 2996.9 ms [2021-10-14 19:00:19 main:574] : INFO : Epoch 1713 | loss: 0.0311494 | val_loss: 0.0311596 | Time: 2952.58 ms [2021-10-14 19:00:22 main:574] : INFO : Epoch 1714 | loss: 0.0311487 | val_loss: 0.0311601 | Time: 2941.93 ms [2021-10-14 19:00:25 main:574] : INFO : Epoch 1715 | loss: 0.0311497 | val_loss: 0.0311599 | Time: 2940.03 ms [2021-10-14 19:00:28 main:574] : INFO : Epoch 1716 | loss: 0.0311496 | val_loss: 0.0311602 | Time: 2862.97 ms [2021-10-14 19:00:31 main:574] : INFO : Epoch 1717 | loss: 0.0311502 | val_loss: 0.0311592 | Time: 2861.43 ms [2021-10-14 19:00:33 main:574] : INFO : Epoch 1718 | loss: 0.0311531 | val_loss: 0.0311619 | Time: 2908.31 ms [2021-10-14 19:00:37 main:574] : INFO : Epoch 1719 | loss: 0.0311543 | val_loss: 0.0311612 | Time: 3067.82 ms [2021-10-14 19:00:40 main:574] : INFO : Epoch 1720 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 2975.97 ms [2021-10-14 19:00:42 main:574] : INFO : Epoch 1721 | loss: 0.0311521 | val_loss: 0.0311692 | Time: 2935.45 ms [2021-10-14 19:00:45 main:574] : INFO : Epoch 1722 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 2866.38 ms [2021-10-14 19:00:48 main:574] : INFO : Epoch 1723 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 2829.12 ms [2021-10-14 19:00:51 main:574] : INFO : Epoch 1724 | loss: 0.0311464 | val_loss: 0.0311597 | Time: 2959.6 ms [2021-10-14 19:00:54 main:574] : INFO : Epoch 1725 | loss: 0.0311477 | val_loss: 0.0311637 | Time: 2934.65 ms [2021-10-14 19:00:57 main:574] : INFO : Epoch 1726 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 2946.56 ms [2021-10-14 19:01:00 main:574] : INFO : Epoch 1727 | loss: 0.031147 | val_loss: 0.0311621 | Time: 2930.94 ms [2021-10-14 19:01:03 main:574] : INFO : Epoch 1728 | loss: 0.0311464 | val_loss: 0.031163 | Time: 2888.21 ms [2021-10-14 19:01:06 main:574] : INFO : Epoch 1729 | loss: 0.0311467 | val_loss: 0.0311585 | Time: 2860.59 ms [2021-10-14 19:01:09 main:574] : INFO : Epoch 1730 | loss: 0.0311448 | val_loss: 0.0311598 | Time: 3006.62 ms [2021-10-14 19:01:12 main:574] : INFO : Epoch 1731 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 3004.93 ms [2021-10-14 19:01:15 main:574] : INFO : Epoch 1732 | loss: 0.0311468 | val_loss: 0.0311616 | Time: 3114.48 ms [2021-10-14 19:01:18 main:574] : INFO : Epoch 1733 | loss: 0.0311502 | val_loss: 0.0311621 | Time: 2945.19 ms [2021-10-14 19:01:21 main:574] : INFO : Epoch 1734 | loss: 0.0311493 | val_loss: 0.0311643 | Time: 2888.13 ms [2021-10-14 19:01:24 main:574] : INFO : Epoch 1735 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 2991.92 ms [2021-10-14 19:01:27 main:574] : INFO : Epoch 1736 | loss: 0.0311477 | val_loss: 0.0311643 | Time: 2983.83 ms [2021-10-14 19:01:30 main:574] : INFO : Epoch 1737 | loss: 0.0311467 | val_loss: 0.0311621 | Time: 2971.86 ms [2021-10-14 19:01:33 main:574] : INFO : Epoch 1738 | loss: 0.0311482 | val_loss: 0.0311596 | Time: 2885.11 ms [2021-10-14 19:01:36 main:574] : INFO : Epoch 1739 | loss: 0.0311494 | val_loss: 0.03116 | Time: 2862.18 ms [2021-10-14 19:01:38 main:574] : INFO : Epoch 1740 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 2920.6 ms [2021-10-14 19:01:42 main:574] : INFO : Epoch 1741 | loss: 0.0311479 | val_loss: 0.0311601 | Time: 2992.82 ms [2021-10-14 19:01:45 main:574] : INFO : Epoch 1742 | loss: 0.0311471 | val_loss: 0.0311612 | Time: 3062.44 ms [2021-10-14 19:01:48 main:574] : INFO : Epoch 1743 | loss: 0.031146 | val_loss: 0.0311601 | Time: 2949.06 ms [2021-10-14 19:01:50 main:574] : INFO : Epoch 1744 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 2858.91 ms [2021-10-14 19:01:53 main:574] : INFO : Epoch 1745 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 2890.4 ms [2021-10-14 19:01:56 main:574] : INFO : Epoch 1746 | loss: 0.0311443 | val_loss: 0.0311597 | Time: 2894.01 ms [2021-10-14 19:01:59 main:574] : INFO : Epoch 1747 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 2894.85 ms [2021-10-14 19:02:02 main:574] : INFO : Epoch 1748 | loss: 0.0311444 | val_loss: 0.0311595 | Time: 2973.4 ms [2021-10-14 19:02:05 main:574] : INFO : Epoch 1749 | loss: 0.0311444 | val_loss: 0.0311592 | Time: 3047.32 ms [2021-10-14 19:02:08 main:574] : INFO : Epoch 1750 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 2911.03 ms [2021-10-14 19:02:11 main:574] : INFO : Epoch 1751 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 2867.38 ms [2021-10-14 19:02:14 main:574] : INFO : Epoch 1752 | loss: 0.0311439 | val_loss: 0.031161 | Time: 3030.66 ms [2021-10-14 19:02:17 main:574] : INFO : Epoch 1753 | loss: 0.0311472 | val_loss: 0.0311594 | Time: 3069.88 ms [2021-10-14 19:02:20 main:574] : INFO : Epoch 1754 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 2952.34 ms [2021-10-14 19:02:23 main:574] : INFO : Epoch 1755 | loss: 0.0311462 | val_loss: 0.0311625 | Time: 2880.9 ms [2021-10-14 19:02:26 main:574] : INFO : Epoch 1756 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 2863.71 ms [2021-10-14 19:02:29 main:574] : INFO : Epoch 1757 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 2963.79 ms [2021-10-14 19:02:32 main:574] : INFO : Epoch 1758 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 2940.74 ms [2021-10-14 19:02:35 main:574] : INFO : Epoch 1759 | loss: 0.0311452 | val_loss: 0.0311569 | Time: 2964.11 ms [2021-10-14 19:02:38 main:574] : INFO : Epoch 1760 | loss: 0.0311446 | val_loss: 0.0311672 | Time: 2989.41 ms [2021-10-14 19:02:41 main:574] : INFO : Epoch 1761 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 2846.36 ms [2021-10-14 19:02:43 main:574] : INFO : Epoch 1762 | loss: 0.0311461 | val_loss: 0.0311581 | Time: 2889.29 ms [2021-10-14 19:02:47 main:574] : INFO : Epoch 1763 | loss: 0.0311477 | val_loss: 0.031161 | Time: 3022.67 ms [2021-10-14 19:02:49 main:574] : INFO : Epoch 1764 | loss: 0.0311448 | val_loss: 0.0311635 | Time: 2979.75 ms [2021-10-14 19:02:52 main:574] : INFO : Epoch 1765 | loss: 0.0311461 | val_loss: 0.0311581 | Time: 2974.67 ms [2021-10-14 19:02:55 main:574] : INFO : Epoch 1766 | loss: 0.0311441 | val_loss: 0.0311584 | Time: 2918.41 ms [2021-10-14 19:02:58 main:574] : INFO : Epoch 1767 | loss: 0.0311426 | val_loss: 0.031157 | Time: 2846.72 ms [2021-10-14 19:03:01 main:574] : INFO : Epoch 1768 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 2838.95 ms [2021-10-14 19:03:04 main:574] : INFO : Epoch 1769 | loss: 0.0311423 | val_loss: 0.031158 | Time: 2990.15 ms [2021-10-14 19:03:07 main:574] : INFO : Epoch 1770 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 2960.17 ms [2021-10-14 19:03:10 main:574] : INFO : Epoch 1771 | loss: 0.0311469 | val_loss: 0.031161 | Time: 3009 ms [2021-10-14 19:03:13 main:574] : INFO : Epoch 1772 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 2956.12 ms [2021-10-14 19:03:16 main:574] : INFO : Epoch 1773 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 2856.89 ms [2021-10-14 19:03:19 main:574] : INFO : Epoch 1774 | loss: 0.0311487 | val_loss: 0.0311712 | Time: 2924.87 ms [2021-10-14 19:03:22 main:574] : INFO : Epoch 1775 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 2994.01 ms [2021-10-14 19:03:25 main:574] : INFO : Epoch 1776 | loss: 0.0311441 | val_loss: 0.0311599 | Time: 3034.04 ms [2021-10-14 19:03:28 main:574] : INFO : Epoch 1777 | loss: 0.0311499 | val_loss: 0.0311591 | Time: 2986.42 ms [2021-10-14 19:03:31 main:574] : INFO : Epoch 1778 | loss: 0.0311509 | val_loss: 0.0311567 | Time: 2872.35 ms [2021-10-14 19:03:34 main:574] : INFO : Epoch 1779 | loss: 0.0311481 | val_loss: 0.0311577 | Time: 2925.11 ms [2021-10-14 19:03:37 main:574] : INFO : Epoch 1780 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 2992.05 ms [2021-10-14 19:03:40 main:574] : INFO : Epoch 1781 | loss: 0.0311477 | val_loss: 0.0311595 | Time: 2923.09 ms [2021-10-14 19:03:43 main:574] : INFO : Epoch 1782 | loss: 0.0311481 | val_loss: 0.0311595 | Time: 3091.32 ms [2021-10-14 19:03:46 main:574] : INFO : Epoch 1783 | loss: 0.0311456 | val_loss: 0.0311602 | Time: 2913.7 ms [2021-10-14 19:03:49 main:574] : INFO : Epoch 1784 | loss: 0.0311458 | val_loss: 0.0311593 | Time: 2965.49 ms [2021-10-14 19:03:52 main:574] : INFO : Epoch 1785 | loss: 0.0311453 | val_loss: 0.0311591 | Time: 3076.27 ms [2021-10-14 19:03:55 main:574] : INFO : Epoch 1786 | loss: 0.0311469 | val_loss: 0.0311647 | Time: 3059.56 ms [2021-10-14 19:03:58 main:574] : INFO : Epoch 1787 | loss: 0.031145 | val_loss: 0.0311581 | Time: 3068.77 ms [2021-10-14 19:04:01 main:574] : INFO : Epoch 1788 | loss: 0.0311451 | val_loss: 0.0311596 | Time: 2843.39 ms [2021-10-14 19:04:04 main:574] : INFO : Epoch 1789 | loss: 0.0311457 | val_loss: 0.031161 | Time: 2846.27 ms [2021-10-14 19:04:07 main:574] : INFO : Epoch 1790 | loss: 0.0311433 | val_loss: 0.0311571 | Time: 2954.03 ms [2021-10-14 19:04:10 main:574] : INFO : Epoch 1791 | loss: 0.0311446 | val_loss: 0.0311598 | Time: 2931.6 ms [2021-10-14 19:04:13 main:574] : INFO : Epoch 1792 | loss: 0.031145 | val_loss: 0.0311595 | Time: 2912.42 ms [2021-10-14 19:04:16 main:574] : INFO : Epoch 1793 | loss: 0.0311462 | val_loss: 0.0311581 | Time: 2988.71 ms [2021-10-14 19:04:18 main:574] : INFO : Epoch 1794 | loss: 0.0311436 | val_loss: 0.0311576 | Time: 2868.63 ms [2021-10-14 19:04:21 main:574] : INFO : Epoch 1795 | loss: 0.0311514 | val_loss: 0.0311602 | Time: 2864.9 ms [2021-10-14 19:04:24 main:574] : INFO : Epoch 1796 | loss: 0.0311569 | val_loss: 0.0311633 | Time: 3083.74 ms [2021-10-14 19:04:27 main:574] : INFO : Epoch 1797 | loss: 0.0311584 | val_loss: 0.0311644 | Time: 3021.01 ms [2021-10-14 19:04:30 main:574] : INFO : Epoch 1798 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 2996.6 ms [2021-10-14 19:04:33 main:574] : INFO : Epoch 1799 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 2843.75 ms [2021-10-14 19:04:36 main:574] : INFO : Epoch 1800 | loss: 0.0311851 | val_loss: 0.0311834 | Time: 2888.94 ms [2021-10-14 19:04:39 main:574] : INFO : Epoch 1801 | loss: 0.0311844 | val_loss: 0.0311827 | Time: 2978.82 ms [2021-10-14 19:04:42 main:574] : INFO : Epoch 1802 | loss: 0.0311831 | val_loss: 0.0311885 | Time: 2910.28 ms [2021-10-14 19:04:45 main:574] : INFO : Epoch 1803 | loss: 0.0311823 | val_loss: 0.031184 | Time: 2984.69 ms [2021-10-14 19:04:48 main:574] : INFO : Epoch 1804 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 3037.79 ms [2021-10-14 19:04:51 main:574] : INFO : Epoch 1805 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 2876.2 ms [2021-10-14 19:04:54 main:574] : INFO : Epoch 1806 | loss: 0.0311764 | val_loss: 0.03118 | Time: 2841.36 ms [2021-10-14 19:04:57 main:574] : INFO : Epoch 1807 | loss: 0.0311766 | val_loss: 0.0311823 | Time: 3053.36 ms [2021-10-14 19:05:00 main:574] : INFO : Epoch 1808 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 3006.61 ms [2021-10-14 19:05:03 main:574] : INFO : Epoch 1809 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 2989.67 ms [2021-10-14 19:05:06 main:574] : INFO : Epoch 1810 | loss: 0.0311736 | val_loss: 0.031181 | Time: 2939.61 ms [2021-10-14 19:05:09 main:574] : INFO : Epoch 1811 | loss: 0.0311757 | val_loss: 0.0311834 | Time: 2908.26 ms [2021-10-14 19:05:12 main:574] : INFO : Epoch 1812 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 2987.98 ms [2021-10-14 19:05:15 main:574] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 3029.98 ms [2021-10-14 19:05:18 main:574] : INFO : Epoch 1814 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 2954.92 ms [2021-10-14 19:05:21 main:574] : INFO : Epoch 1815 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2966.85 ms [2021-10-14 19:05:24 main:574] : INFO : Epoch 1816 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 2869.66 ms [2021-10-14 19:05:27 main:574] : INFO : Epoch 1817 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 3059.36 ms [2021-10-14 19:05:30 main:574] : INFO : Epoch 1818 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 3003.23 ms [2021-10-14 19:05:33 main:574] : INFO : Epoch 1819 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 2967.47 ms [2021-10-14 19:05:36 main:574] : INFO : Epoch 1820 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 2960.49 ms [2021-10-14 19:05:39 main:574] : INFO : Epoch 1821 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 2855.99 ms [2021-10-14 19:05:41 main:574] : INFO : Epoch 1822 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 2837 ms [2021-10-14 19:05:44 main:574] : INFO : Epoch 1823 | loss: 0.0311695 | val_loss: 0.0311789 | Time: 2953.39 ms [2021-10-14 19:05:47 main:574] : INFO : Epoch 1824 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 2926.22 ms [2021-10-14 19:05:50 main:574] : INFO : Epoch 1825 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 2937.07 ms [2021-10-14 19:05:53 main:574] : INFO : Epoch 1826 | loss: 0.03117 | val_loss: 0.0311809 | Time: 2940.95 ms [2021-10-14 19:05:56 main:574] : INFO : Epoch 1827 | loss: 0.03117 | val_loss: 0.0311843 | Time: 2866.23 ms [2021-10-14 19:05:59 main:574] : INFO : Epoch 1828 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2870.81 ms [2021-10-14 19:06:02 main:574] : INFO : Epoch 1829 | loss: 0.0311693 | val_loss: 0.0311835 | Time: 3071.63 ms [2021-10-14 19:06:05 main:574] : INFO : Epoch 1830 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 3020.46 ms [2021-10-14 19:06:08 main:574] : INFO : Epoch 1831 | loss: 0.0311728 | val_loss: 0.0311816 | Time: 2903.55 ms [2021-10-14 19:06:11 main:574] : INFO : Epoch 1832 | loss: 0.0311702 | val_loss: 0.0311801 | Time: 2863.29 ms [2021-10-14 19:06:14 main:574] : INFO : Epoch 1833 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 2865.9 ms [2021-10-14 19:06:17 main:574] : INFO : Epoch 1834 | loss: 0.0311719 | val_loss: 0.0311897 | Time: 3213.36 ms [2021-10-14 19:06:20 main:574] : INFO : Epoch 1835 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 3093.99 ms [2021-10-14 19:06:23 main:574] : INFO : Epoch 1836 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 2957.29 ms [2021-10-14 19:06:26 main:574] : INFO : Epoch 1837 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 2921.74 ms [2021-10-14 19:06:29 main:574] : INFO : Epoch 1838 | loss: 0.0311696 | val_loss: 0.0311859 | Time: 2852.27 ms [2021-10-14 19:06:32 main:574] : INFO : Epoch 1839 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 2952.82 ms [2021-10-14 19:06:35 main:574] : INFO : Epoch 1840 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 2914.96 ms [2021-10-14 19:06:38 main:574] : INFO : Epoch 1841 | loss: 0.0311695 | val_loss: 0.0311774 | Time: 2969.79 ms [2021-10-14 19:06:41 main:574] : INFO : Epoch 1842 | loss: 0.0311702 | val_loss: 0.0311797 | Time: 2997.79 ms [2021-10-14 19:06:44 main:574] : INFO : Epoch 1843 | loss: 0.03117 | val_loss: 0.0311787 | Time: 2868.61 ms [2021-10-14 19:06:47 main:574] : INFO : Epoch 1844 | loss: 0.03117 | val_loss: 0.0311838 | Time: 2897.56 ms [2021-10-14 19:06:50 main:574] : INFO : Epoch 1845 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 2944.64 ms [2021-10-14 19:06:53 main:574] : INFO : Epoch 1846 | loss: 0.0311703 | val_loss: 0.03118 | Time: 3058.51 ms [2021-10-14 19:06:56 main:574] : INFO : Epoch 1847 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 3054.09 ms [2021-10-14 19:06:59 main:574] : INFO : Epoch 1848 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 2914.32 ms [2021-10-14 19:07:02 main:574] : INFO : Epoch 1849 | loss: 0.031169 | val_loss: 0.0311806 | Time: 2924.87 ms [2021-10-14 19:07:05 main:574] : INFO : Epoch 1850 | loss: 0.0311695 | val_loss: 0.0311789 | Time: 3063.07 ms [2021-10-14 19:07:08 main:574] : INFO : Epoch 1851 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 3081.31 ms [2021-10-14 19:07:11 main:574] : INFO : Epoch 1852 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 3012.25 ms [2021-10-14 19:07:14 main:574] : INFO : Epoch 1853 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 2858.58 ms [2021-10-14 19:07:16 main:574] : INFO : Epoch 1854 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 2811.6 ms [2021-10-14 19:07:19 main:574] : INFO : Epoch 1855 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2908.62 ms [2021-10-14 19:07:22 main:574] : INFO : Epoch 1856 | loss: 0.0311705 | val_loss: 0.0311861 | Time: 2990.06 ms [2021-10-14 19:07:25 main:574] : INFO : Epoch 1857 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2957.77 ms [2021-10-14 19:07:28 main:574] : INFO : Epoch 1858 | loss: 0.0311675 | val_loss: 0.0311797 | Time: 3093.22 ms [2021-10-14 19:07:31 main:574] : INFO : Epoch 1859 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 2845.26 ms [2021-10-14 19:07:34 main:574] : INFO : Epoch 1860 | loss: 0.0311665 | val_loss: 0.0311827 | Time: 2892.5 ms [2021-10-14 19:07:37 main:574] : INFO : Epoch 1861 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 2913.19 ms [2021-10-14 19:07:40 main:574] : INFO : Epoch 1862 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 2927.18 ms [2021-10-14 19:07:43 main:574] : INFO : Epoch 1863 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 3008.55 ms [2021-10-14 19:07:46 main:574] : INFO : Epoch 1864 | loss: 0.0311676 | val_loss: 0.03118 | Time: 2915.8 ms [2021-10-14 19:07:49 main:574] : INFO : Epoch 1865 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 2883.17 ms [2021-10-14 19:07:52 main:574] : INFO : Epoch 1866 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 2871.86 ms [2021-10-14 19:07:55 main:574] : INFO : Epoch 1867 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 2945.18 ms [2021-10-14 19:07:58 main:574] : INFO : Epoch 1868 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 2940.65 ms [2021-10-14 19:08:01 main:574] : INFO : Epoch 1869 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 2986.41 ms [2021-10-14 19:08:04 main:574] : INFO : Epoch 1870 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2905.3 ms [2021-10-14 19:08:06 main:574] : INFO : Epoch 1871 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 2838.22 ms [2021-10-14 19:08:09 main:574] : INFO : Epoch 1872 | loss: 0.0311676 | val_loss: 0.0311758 | Time: 2918.85 ms [2021-10-14 19:08:12 main:574] : INFO : Epoch 1873 | loss: 0.0311671 | val_loss: 0.031174 | Time: 3041.69 ms [2021-10-14 19:08:15 main:574] : INFO : Epoch 1874 | loss: 0.031168 | val_loss: 0.0311788 | Time: 2971.59 ms [2021-10-14 19:08:18 main:574] : INFO : Epoch 1875 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 3073.24 ms [2021-10-14 19:08:21 main:574] : INFO : Epoch 1876 | loss: 0.0311703 | val_loss: 0.031179 | Time: 2906 ms [2021-10-14 19:08:24 main:574] : INFO : Epoch 1877 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 2892.01 ms [2021-10-14 19:08:27 main:574] : INFO : Epoch 1878 | loss: 0.0311671 | val_loss: 0.031174 | Time: 3031.77 ms [2021-10-14 19:08:30 main:574] : INFO : Epoch 1879 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 3056.52 ms [2021-10-14 19:08:33 main:574] : INFO : Epoch 1880 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 3016.57 ms [2021-10-14 19:08:36 main:574] : INFO : Epoch 1881 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 2925.82 ms [2021-10-14 19:08:39 main:574] : INFO : Epoch 1882 | loss: 0.0311662 | val_loss: 0.0311733 | Time: 2879.38 ms [2021-10-14 19:08:42 main:574] : INFO : Epoch 1883 | loss: 0.0311646 | val_loss: 0.031174 | Time: 2953.07 ms [2021-10-14 19:08:45 main:574] : INFO : Epoch 1884 | loss: 0.0311645 | val_loss: 0.0311738 | Time: 2956.5 ms [2021-10-14 19:08:48 main:574] : INFO : Epoch 1885 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 2917 ms [2021-10-14 19:08:51 main:574] : INFO : Epoch 1886 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 2918.53 ms [2021-10-14 19:08:54 main:574] : INFO : Epoch 1887 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 2870.88 ms [2021-10-14 19:08:57 main:574] : INFO : Epoch 1888 | loss: 0.0311654 | val_loss: 0.0311758 | Time: 2813.42 ms [2021-10-14 19:09:00 main:574] : INFO : Epoch 1889 | loss: 0.031168 | val_loss: 0.0311751 | Time: 3057.28 ms [2021-10-14 19:09:03 main:574] : INFO : Epoch 1890 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 2940.55 ms [2021-10-14 19:09:06 main:574] : INFO : Epoch 1891 | loss: 0.0311658 | val_loss: 0.0311725 | Time: 2924.33 ms [2021-10-14 19:09:09 main:574] : INFO : Epoch 1892 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2961.74 ms [2021-10-14 19:09:12 main:574] : INFO : Epoch 1893 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2841.98 ms [2021-10-14 19:09:14 main:574] : INFO : Epoch 1894 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 2829.86 ms [2021-10-14 19:09:18 main:574] : INFO : Epoch 1895 | loss: 0.0311653 | val_loss: 0.0311769 | Time: 3064.32 ms [2021-10-14 19:09:20 main:574] : INFO : Epoch 1896 | loss: 0.0311661 | val_loss: 0.0311832 | Time: 2967.24 ms [2021-10-14 19:09:24 main:574] : INFO : Epoch 1897 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 3007.82 ms [2021-10-14 19:09:27 main:574] : INFO : Epoch 1898 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 2994.12 ms [2021-10-14 19:09:29 main:574] : INFO : Epoch 1899 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 2886.2 ms [2021-10-14 19:09:32 main:574] : INFO : Epoch 1900 | loss: 0.0311668 | val_loss: 0.0311789 | Time: 2923.99 ms [2021-10-14 19:09:35 main:574] : INFO : Epoch 1901 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 2953.81 ms [2021-10-14 19:09:38 main:574] : INFO : Epoch 1902 | loss: 0.031167 | val_loss: 0.0311738 | Time: 2957.23 ms [2021-10-14 19:09:41 main:574] : INFO : Epoch 1903 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 3012.29 ms [2021-10-14 19:09:44 main:574] : INFO : Epoch 1904 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 2866.41 ms [2021-10-14 19:09:47 main:574] : INFO : Epoch 1905 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 2832.17 ms [2021-10-14 19:09:50 main:574] : INFO : Epoch 1906 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 3076.76 ms [2021-10-14 19:09:53 main:574] : INFO : Epoch 1907 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 3021.37 ms [2021-10-14 19:09:56 main:574] : INFO : Epoch 1908 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 3041.48 ms [2021-10-14 19:09:59 main:574] : INFO : Epoch 1909 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 2958.24 ms [2021-10-14 19:10:02 main:574] : INFO : Epoch 1910 | loss: 0.0311639 | val_loss: 0.031172 | Time: 2903.33 ms [2021-10-14 19:10:05 main:574] : INFO : Epoch 1911 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 3077.32 ms [2021-10-14 19:10:08 main:574] : INFO : Epoch 1912 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 3046.64 ms [2021-10-14 19:10:11 main:574] : INFO : Epoch 1913 | loss: 0.0311652 | val_loss: 0.031172 | Time: 2937.05 ms [2021-10-14 19:10:14 main:574] : INFO : Epoch 1914 | loss: 0.0311653 | val_loss: 0.03117 | Time: 2872.8 ms [2021-10-14 19:10:17 main:574] : INFO : Epoch 1915 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 2834.49 ms [2021-10-14 19:10:20 main:574] : INFO : Epoch 1916 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 2931.54 ms [2021-10-14 19:10:23 main:574] : INFO : Epoch 1917 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 2970.96 ms [2021-10-14 19:10:26 main:574] : INFO : Epoch 1918 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 2965.4 ms [2021-10-14 19:10:29 main:574] : INFO : Epoch 1919 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 2932.84 ms [2021-10-14 19:10:32 main:574] : INFO : Epoch 1920 | loss: 0.031165 | val_loss: 0.0311715 | Time: 2871.42 ms [2021-10-14 19:10:35 main:574] : INFO : Epoch 1921 | loss: 0.0311677 | val_loss: 0.0311838 | Time: 2865.41 ms [2021-10-14 19:10:38 main:574] : INFO : Epoch 1922 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 2929.35 ms [2021-10-14 19:10:40 main:574] : INFO : Epoch 1923 | loss: 0.0311749 | val_loss: 0.031175 | Time: 2953.1 ms [2021-10-14 19:10:43 main:574] : INFO : Epoch 1924 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2891.34 ms [2021-10-14 19:10:46 main:574] : INFO : Epoch 1925 | loss: 0.031165 | val_loss: 0.0311729 | Time: 2917.26 ms [2021-10-14 19:10:49 main:574] : INFO : Epoch 1926 | loss: 0.0311654 | val_loss: 0.0311793 | Time: 2908.15 ms [2021-10-14 19:10:52 main:574] : INFO : Epoch 1927 | loss: 0.031163 | val_loss: 0.0311701 | Time: 2920.96 ms [2021-10-14 19:10:55 main:574] : INFO : Epoch 1928 | loss: 0.031162 | val_loss: 0.0311743 | Time: 2990.88 ms [2021-10-14 19:10:58 main:574] : INFO : Epoch 1929 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 3114.69 ms [2021-10-14 19:11:01 main:574] : INFO : Epoch 1930 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 3006.19 ms [2021-10-14 19:11:04 main:574] : INFO : Epoch 1931 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 2954.18 ms [2021-10-14 19:11:07 main:574] : INFO : Epoch 1932 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 2864.81 ms [2021-10-14 19:11:10 main:574] : INFO : Epoch 1933 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 2856.85 ms [2021-10-14 19:11:13 main:574] : INFO : Epoch 1934 | loss: 0.0311619 | val_loss: 0.0311695 | Time: 2930.33 ms [2021-10-14 19:11:16 main:574] : INFO : Epoch 1935 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 3003.48 ms [2021-10-14 19:11:19 main:574] : INFO : Epoch 1936 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 2937.46 ms [2021-10-14 19:11:22 main:574] : INFO : Epoch 1937 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 2863.59 ms [2021-10-14 19:11:25 main:574] : INFO : Epoch 1938 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 2896.58 ms [2021-10-14 19:11:28 main:574] : INFO : Epoch 1939 | loss: 0.0311638 | val_loss: 0.0311699 | Time: 2983.22 ms [2021-10-14 19:11:31 main:574] : INFO : Epoch 1940 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 3092.69 ms [2021-10-14 19:11:34 main:574] : INFO : Epoch 1941 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 3001.25 ms [2021-10-14 19:11:37 main:574] : INFO : Epoch 1942 | loss: 0.0311679 | val_loss: 0.0311725 | Time: 2947.88 ms [2021-10-14 19:11:40 main:574] : INFO : Epoch 1943 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2991.23 ms [2021-10-14 19:11:43 main:574] : INFO : Epoch 1944 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 3053.05 ms [2021-10-14 19:11:46 main:574] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 2924.74 ms [2021-10-14 19:11:49 main:574] : INFO : Epoch 1946 | loss: 0.031162 | val_loss: 0.0311675 | Time: 2935.77 ms [2021-10-14 19:11:52 main:574] : INFO : Epoch 1947 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 2927.06 ms [2021-10-14 19:11:55 main:574] : INFO : Epoch 1948 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 2872.08 ms [2021-10-14 19:11:57 main:574] : INFO : Epoch 1949 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 2835.27 ms [2021-10-14 19:12:00 main:574] : INFO : Epoch 1950 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 2956.75 ms [2021-10-14 19:12:03 main:574] : INFO : Epoch 1951 | loss: 0.0311627 | val_loss: 0.03117 | Time: 2955.31 ms [2021-10-14 19:12:06 main:574] : INFO : Epoch 1952 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 3002.74 ms [2021-10-14 19:12:09 main:574] : INFO : Epoch 1953 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 2926.07 ms [2021-10-14 19:12:12 main:574] : INFO : Epoch 1954 | loss: 0.0311604 | val_loss: 0.0311679 | Time: 2833.56 ms [2021-10-14 19:12:15 main:574] : INFO : Epoch 1955 | loss: 0.0311597 | val_loss: 0.0311787 | Time: 2873.54 ms [2021-10-14 19:12:18 main:574] : INFO : Epoch 1956 | loss: 0.0311601 | val_loss: 0.0311719 | Time: 2936.75 ms [2021-10-14 19:12:21 main:574] : INFO : Epoch 1957 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 3100.84 ms [2021-10-14 19:12:24 main:574] : INFO : Epoch 1958 | loss: 0.0311625 | val_loss: 0.0311684 | Time: 3043.28 ms [2021-10-14 19:12:27 main:574] : INFO : Epoch 1959 | loss: 0.0311596 | val_loss: 0.031171 | Time: 2882.3 ms [2021-10-14 19:12:30 main:574] : INFO : Epoch 1960 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 2879.36 ms [2021-10-14 19:12:33 main:574] : INFO : Epoch 1961 | loss: 0.0311601 | val_loss: 0.0311697 | Time: 2978.47 ms [2021-10-14 19:12:36 main:574] : INFO : Epoch 1962 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 3042.41 ms [2021-10-14 19:12:39 main:574] : INFO : Epoch 1963 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 3076.63 ms [2021-10-14 19:12:42 main:574] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.0311685 | Time: 2962.23 ms [2021-10-14 19:12:45 main:574] : INFO : Epoch 1965 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 2909.64 ms [2021-10-14 19:12:48 main:574] : INFO : Epoch 1966 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 2868.42 ms [2021-10-14 19:12:51 main:574] : INFO : Epoch 1967 | loss: 0.0311599 | val_loss: 0.031168 | Time: 2951.25 ms [2021-10-14 19:12:54 main:574] : INFO : Epoch 1968 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 2916.48 ms [2021-10-14 19:12:57 main:574] : INFO : Epoch 1969 | loss: 0.03116 | val_loss: 0.031171 | Time: 2970.23 ms [2021-10-14 19:13:00 main:574] : INFO : Epoch 1970 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 2891.74 ms [2021-10-14 19:13:02 main:574] : INFO : Epoch 1971 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 2854.81 ms [2021-10-14 19:13:05 main:574] : INFO : Epoch 1972 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 3039.57 ms [2021-10-14 19:13:09 main:574] : INFO : Epoch 1973 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 3022.31 ms [2021-10-14 19:13:12 main:574] : INFO : Epoch 1974 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 3040.76 ms [2021-10-14 19:13:14 main:574] : INFO : Epoch 1975 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 2900.34 ms [2021-10-14 19:13:17 main:574] : INFO : Epoch 1976 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 2888.1 ms [2021-10-14 19:13:20 main:574] : INFO : Epoch 1977 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 2855.68 ms [2021-10-14 19:13:23 main:574] : INFO : Epoch 1978 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 2968.42 ms [2021-10-14 19:13:26 main:574] : INFO : Epoch 1979 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 3020.21 ms [2021-10-14 19:13:29 main:574] : INFO : Epoch 1980 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 3029.54 ms [2021-10-14 19:13:32 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 2870.25 ms [2021-10-14 19:13:35 main:574] : INFO : Epoch 1982 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 2880.81 ms [2021-10-14 19:13:38 main:574] : INFO : Epoch 1983 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 2956.33 ms [2021-10-14 19:13:41 main:574] : INFO : Epoch 1984 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 2937.11 ms [2021-10-14 19:13:44 main:574] : INFO : Epoch 1985 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 2936.75 ms [2021-10-14 19:13:47 main:574] : INFO : Epoch 1986 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2926.91 ms [2021-10-14 19:13:50 main:574] : INFO : Epoch 1987 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 2858.93 ms [2021-10-14 19:13:53 main:574] : INFO : Epoch 1988 | loss: 0.0311578 | val_loss: 0.031169 | Time: 2892.82 ms [2021-10-14 19:13:56 main:574] : INFO : Epoch 1989 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 3042.25 ms [2021-10-14 19:13:59 main:574] : INFO : Epoch 1990 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 3015.56 ms [2021-10-14 19:14:02 main:574] : INFO : Epoch 1991 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 3033.91 ms [2021-10-14 19:14:05 main:574] : INFO : Epoch 1992 | loss: 0.0311578 | val_loss: 0.0311707 | Time: 3007.24 ms [2021-10-14 19:14:08 main:574] : INFO : Epoch 1993 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 2873.26 ms [2021-10-14 19:14:11 main:574] : INFO : Epoch 1994 | loss: 0.031158 | val_loss: 0.0311674 | Time: 3098.88 ms [2021-10-14 19:14:14 main:574] : INFO : Epoch 1995 | loss: 0.0311585 | val_loss: 0.031168 | Time: 3029.73 ms [2021-10-14 19:14:17 main:574] : INFO : Epoch 1996 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 3003.93 ms [2021-10-14 19:14:20 main:574] : INFO : Epoch 1997 | loss: 0.0311568 | val_loss: 0.0311691 | Time: 2911.55 ms [2021-10-14 19:14:23 main:574] : INFO : Epoch 1998 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 2835.4 ms [2021-10-14 19:14:26 main:574] : INFO : Epoch 1999 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2891.2 ms [2021-10-14 19:14:29 main:574] : INFO : Epoch 2000 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 3024.51 ms [2021-10-14 19:14:32 main:574] : INFO : Epoch 2001 | loss: 0.0311568 | val_loss: 0.0311726 | Time: 2931.78 ms [2021-10-14 19:14:34 main:574] : INFO : Epoch 2002 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2971.21 ms [2021-10-14 19:14:37 main:574] : INFO : Epoch 2003 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 2939.4 ms [2021-10-14 19:14:40 main:574] : INFO : Epoch 2004 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 2922.76 ms [2021-10-14 19:14:43 main:574] : INFO : Epoch 2005 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 2939.64 ms [2021-10-14 19:14:46 main:574] : INFO : Epoch 2006 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 2982.99 ms [2021-10-14 19:14:49 main:574] : INFO : Epoch 2007 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2949.51 ms [2021-10-14 19:14:52 main:574] : INFO : Epoch 2008 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 2920.28 ms [2021-10-14 19:14:55 main:574] : INFO : Epoch 2009 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 2870.1 ms [2021-10-14 19:14:58 main:574] : INFO : Epoch 2010 | loss: 0.031157 | val_loss: 0.0311676 | Time: 2991.01 ms [2021-10-14 19:15:01 main:574] : INFO : Epoch 2011 | loss: 0.0311575 | val_loss: 0.031169 | Time: 2959.5 ms [2021-10-14 19:15:04 main:574] : INFO : Epoch 2012 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 2987.37 ms [2021-10-14 19:15:07 main:574] : INFO : Epoch 2013 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 3009.71 ms [2021-10-14 19:15:10 main:574] : INFO : Epoch 2014 | loss: 0.0311586 | val_loss: 0.031166 | Time: 2868.85 ms [2021-10-14 19:15:13 main:574] : INFO : Epoch 2015 | loss: 0.0311599 | val_loss: 0.0311748 | Time: 2831.95 ms [2021-10-14 19:15:16 main:574] : INFO : Epoch 2016 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 2975.91 ms [2021-10-14 19:15:19 main:574] : INFO : Epoch 2017 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 3059.95 ms [2021-10-14 19:15:22 main:574] : INFO : Epoch 2018 | loss: 0.0311584 | val_loss: 0.031166 | Time: 3042.2 ms [2021-10-14 19:15:25 main:574] : INFO : Epoch 2019 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 2893.68 ms [2021-10-14 19:15:28 main:574] : INFO : Epoch 2020 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 2889.32 ms [2021-10-14 19:15:31 main:574] : INFO : Epoch 2021 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 2968.17 ms [2021-10-14 19:15:34 main:574] : INFO : Epoch 2022 | loss: 0.0311567 | val_loss: 0.031168 | Time: 3069.37 ms [2021-10-14 19:15:37 main:574] : INFO : Epoch 2023 | loss: 0.0311574 | val_loss: 0.0311657 | Time: 2998.39 ms [2021-10-14 19:15:40 main:574] : INFO : Epoch 2024 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 2907.4 ms [2021-10-14 19:15:43 main:574] : INFO : Epoch 2025 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 2908.62 ms [2021-10-14 19:15:46 main:574] : INFO : Epoch 2026 | loss: 0.0311552 | val_loss: 0.0311654 | Time: 2934.57 ms [2021-10-14 19:15:49 main:574] : INFO : Epoch 2027 | loss: 0.0311547 | val_loss: 0.0311662 | Time: 3083.26 ms [2021-10-14 19:15:52 main:574] : INFO : Epoch 2028 | loss: 0.0311532 | val_loss: 0.0311654 | Time: 3047.33 ms [2021-10-14 19:15:55 main:574] : INFO : Epoch 2029 | loss: 0.0311561 | val_loss: 0.0311647 | Time: 2917.32 ms [2021-10-14 19:15:58 main:574] : INFO : Epoch 2030 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 2883.72 ms [2021-10-14 19:16:00 main:574] : INFO : Epoch 2031 | loss: 0.0311528 | val_loss: 0.0311702 | Time: 2848.79 ms [2021-10-14 19:16:03 main:574] : INFO : Epoch 2032 | loss: 0.031153 | val_loss: 0.0311691 | Time: 2975.93 ms [2021-10-14 19:16:06 main:574] : INFO : Epoch 2033 | loss: 0.0311527 | val_loss: 0.0311708 | Time: 2924.08 ms [2021-10-14 19:16:09 main:574] : INFO : Epoch 2034 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 2959.53 ms [2021-10-14 19:16:12 main:574] : INFO : Epoch 2035 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 3025.79 ms [2021-10-14 19:16:15 main:574] : INFO : Epoch 2036 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 2910.58 ms [2021-10-14 19:16:18 main:574] : INFO : Epoch 2037 | loss: 0.031155 | val_loss: 0.0311672 | Time: 2830.12 ms [2021-10-14 19:16:21 main:574] : INFO : Epoch 2038 | loss: 0.0311527 | val_loss: 0.031167 | Time: 3036.99 ms [2021-10-14 19:16:24 main:574] : INFO : Epoch 2039 | loss: 0.031155 | val_loss: 0.0311683 | Time: 3043.22 ms [2021-10-14 19:16:27 main:574] : INFO : Epoch 2040 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 2913.23 ms [2021-10-14 19:16:30 main:574] : INFO : Epoch 2041 | loss: 0.0311528 | val_loss: 0.0311715 | Time: 2885.29 ms [2021-10-14 19:16:33 main:574] : INFO : Epoch 2042 | loss: 0.0311527 | val_loss: 0.0311675 | Time: 2948.9 ms [2021-10-14 19:16:36 main:574] : INFO : Epoch 2043 | loss: 0.031152 | val_loss: 0.0311667 | Time: 2970.69 ms [2021-10-14 19:16:39 main:574] : INFO : Epoch 2044 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 2958.98 ms [2021-10-14 19:16:42 main:574] : INFO : Epoch 2045 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 2960.25 ms [2021-10-14 19:16:45 main:574] : INFO : Epoch 2046 | loss: 0.0311532 | val_loss: 0.0311664 | Time: 2968.51 ms [2021-10-14 19:16:48 main:574] : INFO : Epoch 2047 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 2840.53 ms [2021-10-14 19:16:51 main:574] : INFO : Epoch 2048 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 2845 ms [2021-10-14 19:16:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311672 [2021-10-14 19:16:51 main:603] : INFO : Saving end state to config to file [2021-10-14 19:16:51 main:608] : INFO : Success, exiting.. 19:16:51 (13028): 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)