Task 6337776
| Name | ParityMachine-1627358110-5986-2_0 |
| Workunit | 4121914 |
| Created | 4 Aug 2021, 16:45:32 UTC |
| Sent | 10 Aug 2021, 11:13:55 UTC |
| Report deadline | 17 Aug 2021, 11:13:55 UTC |
| Received | 11 Aug 2021, 4:37:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 52 min 13 sec |
| CPU time | 2 hours 34 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.22 GB |
| Peak swap size | 4.95 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0310875 | val_loss: 0.0311546 | Time: 2881.43 ms [2021-08-11 00:12:28 main:574] : INFO : Epoch 1543 | loss: 0.0310887 | val_loss: 0.0311564 | Time: 2887.67 ms [2021-08-11 00:12:31 main:574] : INFO : Epoch 1544 | loss: 0.0310866 | val_loss: 0.0311457 | Time: 2917.06 ms [2021-08-11 00:12:34 main:574] : INFO : Epoch 1545 | loss: 0.0310901 | val_loss: 0.031146 | Time: 2917.79 ms [2021-08-11 00:12:37 main:574] : INFO : Epoch 1546 | loss: 0.0310823 | val_loss: 0.031147 | Time: 2964.05 ms [2021-08-11 00:12:40 main:574] : INFO : Epoch 1547 | loss: 0.0310798 | val_loss: 0.0311485 | Time: 2882.37 ms [2021-08-11 00:12:43 main:574] : INFO : Epoch 1548 | loss: 0.031078 | val_loss: 0.0311442 | Time: 2864.48 ms [2021-08-11 00:12:46 main:574] : INFO : Epoch 1549 | loss: 0.0310795 | val_loss: 0.0311446 | Time: 2876.98 ms [2021-08-11 00:12:48 main:574] : INFO : Epoch 1550 | loss: 0.0310814 | val_loss: 0.0311537 | Time: 2858.61 ms [2021-08-11 00:12:51 main:574] : INFO : Epoch 1551 | loss: 0.0310827 | val_loss: 0.0311525 | Time: 2835.74 ms [2021-08-11 00:12:54 main:574] : INFO : Epoch 1552 | loss: 0.0310852 | val_loss: 0.0311475 | Time: 2900.61 ms [2021-08-11 00:12:57 main:574] : INFO : Epoch 1553 | loss: 0.0310822 | val_loss: 0.0311497 | Time: 2816.94 ms [2021-08-11 00:13:00 main:574] : INFO : Epoch 1554 | loss: 0.0310762 | val_loss: 0.0311552 | Time: 2869.15 ms [2021-08-11 00:13:03 main:574] : INFO : Epoch 1555 | loss: 0.0310757 | val_loss: 0.0311568 | Time: 2858.21 ms [2021-08-11 00:13:06 main:574] : INFO : Epoch 1556 | loss: 0.0310806 | val_loss: 0.0311484 | Time: 2875.84 ms [2021-08-11 00:13:09 main:574] : INFO : Epoch 1557 | loss: 0.0310811 | val_loss: 0.0311537 | Time: 2875.43 ms [2021-08-11 00:13:11 main:574] : INFO : Epoch 1558 | loss: 0.0310819 | val_loss: 0.0311471 | Time: 2905.99 ms [2021-08-11 00:13:14 main:574] : INFO : Epoch 1559 | loss: 0.0310834 | val_loss: 0.0311461 | Time: 2837.34 ms [2021-08-11 00:13:17 main:574] : INFO : Epoch 1560 | loss: 0.0310841 | val_loss: 0.0311508 | Time: 2852.11 ms [2021-08-11 00:13:20 main:574] : INFO : Epoch 1561 | loss: 0.0310846 | val_loss: 0.0311458 | Time: 2827.69 ms [2021-08-11 00:13:23 main:574] : INFO : Epoch 1562 | loss: 0.0310824 | val_loss: 0.0311512 | Time: 2870.31 ms [2021-08-11 00:13:26 main:574] : INFO : Epoch 1563 | loss: 0.0310787 | val_loss: 0.0311548 | Time: 2844.18 ms [2021-08-11 00:13:29 main:574] : INFO : Epoch 1564 | loss: 0.0310798 | val_loss: 0.031158 | Time: 2838.28 ms [2021-08-11 00:13:31 main:574] : INFO : Epoch 1565 | loss: 0.0310784 | val_loss: 0.0311519 | Time: 2829.35 ms [2021-08-11 00:13:34 main:574] : INFO : Epoch 1566 | loss: 0.0310783 | val_loss: 0.0311579 | Time: 2907.79 ms [2021-08-11 00:13:37 main:574] : INFO : Epoch 1567 | loss: 0.0310851 | val_loss: 0.031166 | Time: 2963.15 ms [2021-08-11 00:13:40 main:574] : INFO : Epoch 1568 | loss: 0.0310904 | val_loss: 0.0311483 | Time: 2970.38 ms [2021-08-11 00:13:44 main:574] : INFO : Epoch 1569 | loss: 0.0310867 | val_loss: 0.0311611 | Time: 2862.59 ms [2021-08-11 00:13:46 main:574] : INFO : Epoch 1570 | loss: 0.0310828 | val_loss: 0.0311503 | Time: 2812.62 ms [2021-08-11 00:13:49 main:574] : INFO : Epoch 1571 | loss: 0.0310812 | val_loss: 0.0311546 | Time: 2755.98 ms [2021-08-11 00:13:52 main:574] : INFO : Epoch 1572 | loss: 0.0310797 | val_loss: 0.0311632 | Time: 2841.78 ms [2021-08-11 00:13:56 main:574] : INFO : Epoch 1573 | loss: 0.0310875 | val_loss: 0.0311527 | Time: 3486.15 ms [2021-08-11 00:13:58 main:574] : INFO : Epoch 1574 | loss: 0.031086 | val_loss: 0.0311568 | Time: 2901.03 ms [2021-08-11 00:14:01 main:574] : INFO : Epoch 1575 | loss: 0.0310848 | val_loss: 0.0311596 | Time: 2826.1 ms [2021-08-11 00:14:04 main:574] : INFO : Epoch 1576 | loss: 0.03108 | val_loss: 0.031159 | Time: 2888.47 ms [2021-08-11 00:14:07 main:574] : INFO : Epoch 1577 | loss: 0.0310762 | val_loss: 0.0311575 | Time: 2789.37 ms [2021-08-11 00:14:10 main:574] : INFO : Epoch 1578 | loss: 0.0310754 | val_loss: 0.0311551 | Time: 2875.34 ms [2021-08-11 00:14:13 main:574] : INFO : Epoch 1579 | loss: 0.0310737 | val_loss: 0.031161 | Time: 2879.15 ms [2021-08-11 00:14:16 main:574] : INFO : Epoch 1580 | loss: 0.0310751 | val_loss: 0.0311565 | Time: 2811.62 ms [2021-08-11 00:14:18 main:574] : INFO : Epoch 1581 | loss: 0.0310752 | val_loss: 0.0311593 | Time: 2885 ms [2021-08-11 00:14:21 main:574] : INFO : Epoch 1582 | loss: 0.0310729 | val_loss: 0.0311558 | Time: 2796.47 ms [2021-08-11 00:14:24 main:574] : INFO : Epoch 1583 | loss: 0.0310724 | val_loss: 0.0311557 | Time: 2975.63 ms [2021-08-11 00:14:27 main:574] : INFO : Epoch 1584 | loss: 0.031078 | val_loss: 0.0311501 | Time: 2903.98 ms [2021-08-11 00:14:30 main:574] : INFO : Epoch 1585 | loss: 0.0310784 | val_loss: 0.0311566 | Time: 2915.13 ms [2021-08-11 00:14:33 main:574] : INFO : Epoch 1586 | loss: 0.0310737 | val_loss: 0.0311576 | Time: 2843.45 ms [2021-08-11 00:14:36 main:574] : INFO : Epoch 1587 | loss: 0.0310721 | val_loss: 0.031154 | Time: 2875.57 ms [2021-08-11 00:14:39 main:574] : INFO : Epoch 1588 | loss: 0.0310697 | val_loss: 0.0311568 | Time: 2927.03 ms [2021-08-11 00:14:41 main:574] : INFO : Epoch 1589 | loss: 0.0310686 | val_loss: 0.0311541 | Time: 2749.39 ms [2021-08-11 00:14:44 main:574] : INFO : Epoch 1590 | loss: 0.0310723 | val_loss: 0.0311582 | Time: 2841.87 ms [2021-08-11 00:14:47 main:574] : INFO : Epoch 1591 | loss: 0.0310738 | val_loss: 0.0311584 | Time: 2824.34 ms [2021-08-11 00:14:50 main:574] : INFO : Epoch 1592 | loss: 0.0310749 | val_loss: 0.0311529 | Time: 2870 ms [2021-08-11 00:14:53 main:574] : INFO : Epoch 1593 | loss: 0.031079 | val_loss: 0.0311529 | Time: 2803.16 ms [2021-08-11 00:14:56 main:574] : INFO : Epoch 1594 | loss: 0.0310787 | val_loss: 0.0311521 | Time: 2775.64 ms [2021-08-11 00:14:59 main:574] : INFO : Epoch 1595 | loss: 0.031078 | val_loss: 0.0311598 | Time: 2826.67 ms [2021-08-11 00:15:02 main:574] : INFO : Epoch 1596 | loss: 0.0310747 | val_loss: 0.0311571 | Time: 2807.21 ms [2021-08-11 00:15:05 main:574] : INFO : Epoch 1597 | loss: 0.0310705 | val_loss: 0.0311633 | Time: 2862.01 ms [2021-08-11 00:15:07 main:574] : INFO : Epoch 1598 | loss: 0.0310685 | val_loss: 0.0311646 | Time: 2769.05 ms [2021-08-11 00:15:10 main:574] : INFO : Epoch 1599 | loss: 0.0310712 | val_loss: 0.031162 | Time: 2948.22 ms [2021-08-11 00:15:13 main:574] : INFO : Epoch 1600 | loss: 0.0310747 | val_loss: 0.0311553 | Time: 2904.24 ms [2021-08-11 00:15:16 main:574] : INFO : Epoch 1601 | loss: 0.0310761 | val_loss: 0.0311545 | Time: 2838.39 ms [2021-08-11 00:15:19 main:574] : INFO : Epoch 1602 | loss: 0.0310782 | val_loss: 0.0311606 | Time: 2868.33 ms [2021-08-11 00:15:22 main:574] : INFO : Epoch 1603 | loss: 0.0310755 | val_loss: 0.0311568 | Time: 2914.51 ms [2021-08-11 00:15:25 main:574] : INFO : Epoch 1604 | loss: 0.0310701 | val_loss: 0.0311552 | Time: 2804.9 ms [2021-08-11 00:15:28 main:574] : INFO : Epoch 1605 | loss: 0.0310786 | val_loss: 0.0311489 | Time: 2915.03 ms [2021-08-11 00:15:31 main:574] : INFO : Epoch 1606 | loss: 0.0310778 | val_loss: 0.0311506 | Time: 2884.71 ms [2021-08-11 00:15:33 main:574] : INFO : Epoch 1607 | loss: 0.0310754 | val_loss: 0.0311456 | Time: 2830.65 ms [2021-08-11 00:15:36 main:574] : INFO : Epoch 1608 | loss: 0.0310754 | val_loss: 0.031146 | Time: 2855.05 ms [2021-08-11 00:15:39 main:574] : INFO : Epoch 1609 | loss: 0.0310845 | val_loss: 0.0311374 | Time: 2910.63 ms [2021-08-11 00:15:42 main:574] : INFO : Epoch 1610 | loss: 0.0310865 | val_loss: 0.0311443 | Time: 2868.29 ms [2021-08-11 00:15:45 main:574] : INFO : Epoch 1611 | loss: 0.0310828 | val_loss: 0.031143 | Time: 2940.76 ms [2021-08-11 00:15:48 main:574] : INFO : Epoch 1612 | loss: 0.0310809 | val_loss: 0.0311415 | Time: 2868.39 ms [2021-08-11 00:15:51 main:574] : INFO : Epoch 1613 | loss: 0.0310804 | val_loss: 0.0311579 | Time: 2934.16 ms [2021-08-11 00:15:54 main:574] : INFO : Epoch 1614 | loss: 0.0310788 | val_loss: 0.0311473 | Time: 2890.91 ms [2021-08-11 00:15:57 main:574] : INFO : Epoch 1615 | loss: 0.0310755 | val_loss: 0.0311509 | Time: 2840.74 ms [2021-08-11 00:16:00 main:574] : INFO : Epoch 1616 | loss: 0.0310743 | val_loss: 0.0311537 | Time: 2907.97 ms [2021-08-11 00:16:03 main:574] : INFO : Epoch 1617 | loss: 0.0310729 | val_loss: 0.0311594 | Time: 2952.97 ms [2021-08-11 00:16:06 main:574] : INFO : Epoch 1618 | loss: 0.0310718 | val_loss: 0.0311541 | Time: 2796.03 ms [2021-08-11 00:16:08 main:574] : INFO : Epoch 1619 | loss: 0.0310766 | val_loss: 0.031149 | Time: 2798.87 ms [2021-08-11 00:16:11 main:574] : INFO : Epoch 1620 | loss: 0.0310728 | val_loss: 0.0311511 | Time: 2795.89 ms [2021-08-11 00:16:14 main:574] : INFO : Epoch 1621 | loss: 0.0310722 | val_loss: 0.0311512 | Time: 2966.23 ms [2021-08-11 00:16:17 main:574] : INFO : Epoch 1622 | loss: 0.0310726 | val_loss: 0.0311506 | Time: 2789.24 ms [2021-08-11 00:16:20 main:574] : INFO : Epoch 1623 | loss: 0.0310686 | val_loss: 0.0311482 | Time: 2771.26 ms [2021-08-11 00:16:23 main:574] : INFO : Epoch 1624 | loss: 0.031069 | val_loss: 0.0311484 | Time: 2840.54 ms [2021-08-11 00:16:26 main:574] : INFO : Epoch 1625 | loss: 0.0310685 | val_loss: 0.0311529 | Time: 2851.66 ms [2021-08-11 00:16:28 main:574] : INFO : Epoch 1626 | loss: 0.0310689 | val_loss: 0.0311545 | Time: 2817.14 ms [2021-08-11 00:16:31 main:574] : INFO : Epoch 1627 | loss: 0.0310711 | val_loss: 0.0311587 | Time: 2847.58 ms [2021-08-11 00:16:34 main:574] : INFO : Epoch 1628 | loss: 0.0310715 | val_loss: 0.0311464 | Time: 2936.34 ms [2021-08-11 00:16:37 main:574] : INFO : Epoch 1629 | loss: 0.0310716 | val_loss: 0.0311592 | Time: 2876.77 ms [2021-08-11 00:16:40 main:574] : INFO : Epoch 1630 | loss: 0.0310739 | val_loss: 0.0311549 | Time: 2824.87 ms [2021-08-11 00:16:43 main:574] : INFO : Epoch 1631 | loss: 0.0310794 | val_loss: 0.0311649 | Time: 2923.11 ms [2021-08-11 00:16:46 main:574] : INFO : Epoch 1632 | loss: 0.0310817 | val_loss: 0.0311535 | Time: 2871.38 ms [2021-08-11 00:16:49 main:574] : INFO : Epoch 1633 | loss: 0.0310764 | val_loss: 0.0311527 | Time: 2914.58 ms [2021-08-11 00:16:52 main:574] : INFO : Epoch 1634 | loss: 0.0310728 | val_loss: 0.0311582 | Time: 2895.13 ms [2021-08-11 00:16:54 main:574] : INFO : Epoch 1635 | loss: 0.0310712 | val_loss: 0.031155 | Time: 2890.4 ms [2021-08-11 00:16:57 main:574] : INFO : Epoch 1636 | loss: 0.0310722 | val_loss: 0.0311563 | Time: 2842.43 ms [2021-08-11 00:17:00 main:574] : INFO : Epoch 1637 | loss: 0.0310758 | val_loss: 0.0311543 | Time: 2892.9 ms [2021-08-11 00:17:03 main:574] : INFO : Epoch 1638 | loss: 0.031072 | val_loss: 0.0311487 | Time: 2890.07 ms [2021-08-11 00:17:06 main:574] : INFO : Epoch 1639 | loss: 0.0310693 | val_loss: 0.0311563 | Time: 2837.88 ms [2021-08-11 00:17:09 main:574] : INFO : Epoch 1640 | loss: 0.0310785 | val_loss: 0.0311534 | Time: 2850.48 ms [2021-08-11 00:17:12 main:574] : INFO : Epoch 1641 | loss: 0.0310896 | val_loss: 0.0311509 | Time: 2866.89 ms [2021-08-11 00:17:15 main:574] : INFO : Epoch 1642 | loss: 0.0310945 | val_loss: 0.0311467 | Time: 2862.96 ms [2021-08-11 00:17:18 main:574] : INFO : Epoch 1643 | loss: 0.0310883 | val_loss: 0.0311502 | Time: 2846.76 ms [2021-08-11 00:17:21 main:574] : INFO : Epoch 1644 | loss: 0.0310934 | val_loss: 0.0311436 | Time: 2876.05 ms [2021-08-11 00:17:24 main:574] : INFO : Epoch 1645 | loss: 0.0310921 | val_loss: 0.0311481 | Time: 2908.28 ms [2021-08-11 00:17:26 main:574] : INFO : Epoch 1646 | loss: 0.0310865 | val_loss: 0.0311422 | Time: 2854.34 ms [2021-08-11 00:17:29 main:574] : INFO : Epoch 1647 | loss: 0.0310798 | val_loss: 0.0311451 | Time: 2909.18 ms [2021-08-11 00:17:32 main:574] : INFO : Epoch 1648 | loss: 0.0310778 | val_loss: 0.0311458 | Time: 2812.58 ms [2021-08-11 00:17:35 main:574] : INFO : Epoch 1649 | loss: 0.0310765 | val_loss: 0.0311587 | Time: 2855.04 ms [2021-08-11 00:17:38 main:574] : INFO : Epoch 1650 | loss: 0.0310778 | val_loss: 0.0311577 | Time: 2811.68 ms [2021-08-11 00:17:41 main:574] : INFO : Epoch 1651 | loss: 0.0310734 | val_loss: 0.0311497 | Time: 2850.92 ms [2021-08-11 00:17:44 main:574] : INFO : Epoch 1652 | loss: 0.0310727 | val_loss: 0.0311546 | Time: 2792.72 ms [2021-08-11 00:17:46 main:574] : INFO : Epoch 1653 | loss: 0.0310723 | val_loss: 0.0311528 | Time: 2888.38 ms [2021-08-11 00:17:49 main:574] : INFO : Epoch 1654 | loss: 0.0310903 | val_loss: 0.0311496 | Time: 2879.37 ms [2021-08-11 00:17:52 main:574] : INFO : Epoch 1655 | loss: 0.0310969 | val_loss: 0.0311502 | Time: 2751.63 ms [2021-08-11 00:17:55 main:574] : INFO : Epoch 1656 | loss: 0.0311008 | val_loss: 0.0311515 | Time: 2842.59 ms [2021-08-11 00:17:58 main:574] : INFO : Epoch 1657 | loss: 0.0310971 | val_loss: 0.031155 | Time: 2848.87 ms [2021-08-11 00:18:01 main:574] : INFO : Epoch 1658 | loss: 0.0310924 | val_loss: 0.0311515 | Time: 2840.18 ms [2021-08-11 00:18:04 main:574] : INFO : Epoch 1659 | loss: 0.0310893 | val_loss: 0.0311663 | Time: 2837.91 ms [2021-08-11 00:18:07 main:574] : INFO : Epoch 1660 | loss: 0.031088 | val_loss: 0.0311527 | Time: 2998.55 ms [2021-08-11 00:18:09 main:574] : INFO : Epoch 1661 | loss: 0.0310819 | val_loss: 0.0311614 | Time: 2888.75 ms [2021-08-11 00:18:13 main:574] : INFO : Epoch 1662 | loss: 0.0310788 | val_loss: 0.0311527 | Time: 2883.41 ms [2021-08-11 00:18:16 main:574] : INFO : Epoch 1663 | loss: 0.0310778 | val_loss: 0.0311531 | Time: 2760.89 ms [2021-08-11 00:18:18 main:574] : INFO : Epoch 1664 | loss: 0.031075 | val_loss: 0.0311506 | Time: 2802.15 ms [2021-08-11 00:18:21 main:574] : INFO : Epoch 1665 | loss: 0.0310736 | val_loss: 0.0311537 | Time: 2937.49 ms [2021-08-11 00:18:24 main:574] : INFO : Epoch 1666 | loss: 0.0310765 | val_loss: 0.0311583 | Time: 2960.12 ms [2021-08-11 00:18:27 main:574] : INFO : Epoch 1667 | loss: 0.0310812 | val_loss: 0.0311612 | Time: 2914.89 ms [2021-08-11 00:18:30 main:574] : INFO : Epoch 1668 | loss: 0.0310815 | val_loss: 0.0311633 | Time: 2919.48 ms [2021-08-11 00:18:33 main:574] : INFO : Epoch 1669 | loss: 0.0310817 | val_loss: 0.0311509 | Time: 2843.34 ms [2021-08-11 00:18:36 main:574] : INFO : Epoch 1670 | loss: 0.0310795 | val_loss: 0.0311574 | Time: 2801.13 ms [2021-08-11 00:18:39 main:574] : INFO : Epoch 1671 | loss: 0.031081 | val_loss: 0.0311605 | Time: 2860.57 ms [2021-08-11 00:18:41 main:574] : INFO : Epoch 1672 | loss: 0.0310843 | val_loss: 0.0311515 | Time: 2832.57 ms [2021-08-11 00:18:44 main:574] : INFO : Epoch 1673 | loss: 0.0311154 | val_loss: 0.03115 | Time: 2860.31 ms [2021-08-11 00:18:47 main:574] : INFO : Epoch 1674 | loss: 0.0311175 | val_loss: 0.0311466 | Time: 2851.89 ms [2021-08-11 00:18:50 main:574] : INFO : Epoch 1675 | loss: 0.0311115 | val_loss: 0.0311435 | Time: 2883.35 ms [2021-08-11 00:18:53 main:574] : INFO : Epoch 1676 | loss: 0.0311078 | val_loss: 0.03115 | Time: 2860.47 ms [2021-08-11 00:18:56 main:574] : INFO : Epoch 1677 | loss: 0.0311048 | val_loss: 0.0311451 | Time: 2902.75 ms [2021-08-11 00:18:59 main:574] : INFO : Epoch 1678 | loss: 0.0311035 | val_loss: 0.0311471 | Time: 2938.82 ms [2021-08-11 00:19:02 main:574] : INFO : Epoch 1679 | loss: 0.0311014 | val_loss: 0.0311423 | Time: 2892.52 ms [2021-08-11 00:19:05 main:574] : INFO : Epoch 1680 | loss: 0.0311015 | val_loss: 0.0311541 | Time: 2816.81 ms [2021-08-11 00:19:07 main:574] : INFO : Epoch 1681 | loss: 0.0310995 | val_loss: 0.0311481 | Time: 2870.6 ms [2021-08-11 00:19:10 main:574] : INFO : Epoch 1682 | loss: 0.0310989 | val_loss: 0.0311542 | Time: 2801.64 ms [2021-08-11 00:19:13 main:574] : INFO : Epoch 1683 | loss: 0.0310952 | val_loss: 0.0311486 | Time: 2882.38 ms [2021-08-11 00:19:16 main:574] : INFO : Epoch 1684 | loss: 0.0310927 | val_loss: 0.0311511 | Time: 2821.37 ms [2021-08-11 00:19:19 main:574] : INFO : Epoch 1685 | loss: 0.0310912 | val_loss: 0.0311512 | Time: 3026.52 ms [2021-08-11 00:19:22 main:574] : INFO : Epoch 1686 | loss: 0.0310932 | val_loss: 0.0311463 | Time: 2927.75 ms [2021-08-11 00:19:25 main:574] : INFO : Epoch 1687 | loss: 0.031093 | val_loss: 0.0311447 | Time: 2857.72 ms [2021-08-11 00:19:28 main:574] : INFO : Epoch 1688 | loss: 0.0310913 | val_loss: 0.0311452 | Time: 2858.01 ms [2021-08-11 00:19:31 main:574] : INFO : Epoch 1689 | loss: 0.0310912 | val_loss: 0.0311427 | Time: 2856.17 ms [2021-08-11 00:19:34 main:574] : INFO : Epoch 1690 | loss: 0.0310922 | val_loss: 0.0311497 | Time: 2848.97 ms [2021-08-11 00:19:37 main:574] : INFO : Epoch 1691 | loss: 0.0310901 | val_loss: 0.0311496 | Time: 2842.38 ms [2021-08-11 00:19:39 main:574] : INFO : Epoch 1692 | loss: 0.0310874 | val_loss: 0.031152 | Time: 2827.22 ms [2021-08-11 00:19:42 main:574] : INFO : Epoch 1693 | loss: 0.0310861 | val_loss: 0.0311474 | Time: 2908.76 ms [2021-08-11 00:19:45 main:574] : INFO : Epoch 1694 | loss: 0.031087 | val_loss: 0.0311446 | Time: 2787.37 ms [2021-08-11 00:19:48 main:574] : INFO : Epoch 1695 | loss: 0.0310858 | val_loss: 0.0311519 | Time: 2834.45 ms [2021-08-11 00:19:51 main:574] : INFO : Epoch 1696 | loss: 0.0310877 | val_loss: 0.0311536 | Time: 2902.65 ms [2021-08-11 00:19:54 main:574] : INFO : Epoch 1697 | loss: 0.0310886 | val_loss: 0.0311563 | Time: 2839.84 ms [2021-08-11 00:19:57 main:574] : INFO : Epoch 1698 | loss: 0.031088 | val_loss: 0.0311537 | Time: 2889.9 ms [2021-08-11 00:19:59 main:574] : INFO : Epoch 1699 | loss: 0.0311092 | val_loss: 0.0311537 | Time: 2781.59 ms [2021-08-11 00:20:02 main:574] : INFO : Epoch 1700 | loss: 0.031115 | val_loss: 0.0311532 | Time: 2894.32 ms [2021-08-11 00:20:05 main:574] : INFO : Epoch 1701 | loss: 0.0311077 | val_loss: 0.0311536 | Time: 2834.52 ms [2021-08-11 00:20:08 main:574] : INFO : Epoch 1702 | loss: 0.0311042 | val_loss: 0.0311472 | Time: 2925.91 ms [2021-08-11 00:20:11 main:574] : INFO : Epoch 1703 | loss: 0.0311084 | val_loss: 0.0311478 | Time: 2794.84 ms [2021-08-11 00:20:14 main:574] : INFO : Epoch 1704 | loss: 0.0311046 | val_loss: 0.0311523 | Time: 2805.8 ms [2021-08-11 00:20:17 main:574] : INFO : Epoch 1705 | loss: 0.0311006 | val_loss: 0.0311563 | Time: 2872.45 ms [2021-08-11 00:20:20 main:574] : INFO : Epoch 1706 | loss: 0.0311004 | val_loss: 0.0311529 | Time: 2855.63 ms [2021-08-11 00:20:22 main:574] : INFO : Epoch 1707 | loss: 0.0310978 | val_loss: 0.0311566 | Time: 2888.61 ms [2021-08-11 00:20:26 main:574] : INFO : Epoch 1708 | loss: 0.0310972 | val_loss: 0.0311584 | Time: 2875.02 ms [2021-08-11 00:20:29 main:574] : INFO : Epoch 1709 | loss: 0.0310997 | val_loss: 0.0311554 | Time: 2806.45 ms [2021-08-11 00:20:31 main:574] : INFO : Epoch 1710 | loss: 0.0311005 | val_loss: 0.0311513 | Time: 2788.21 ms [2021-08-11 00:20:34 main:574] : INFO : Epoch 1711 | loss: 0.0310967 | val_loss: 0.0311529 | Time: 2860.49 ms [2021-08-11 00:20:37 main:574] : INFO : Epoch 1712 | loss: 0.0310956 | val_loss: 0.0311566 | Time: 2842.3 ms [2021-08-11 00:20:40 main:574] : INFO : Epoch 1713 | loss: 0.0310963 | val_loss: 0.0311682 | Time: 2802.23 ms [2021-08-11 00:20:43 main:574] : INFO : Epoch 1714 | loss: 0.0310922 | val_loss: 0.0311536 | Time: 2917.92 ms [2021-08-11 00:20:46 main:574] : INFO : Epoch 1715 | loss: 0.0310909 | val_loss: 0.0311649 | Time: 2895.7 ms [2021-08-11 00:20:49 main:574] : INFO : Epoch 1716 | loss: 0.0310896 | val_loss: 0.0311588 | Time: 2910.38 ms [2021-08-11 00:20:51 main:574] : INFO : Epoch 1717 | loss: 0.0310895 | val_loss: 0.0311599 | Time: 2870.34 ms [2021-08-11 00:20:54 main:574] : INFO : Epoch 1718 | loss: 0.0310889 | val_loss: 0.0311618 | Time: 2922.07 ms [2021-08-11 00:20:57 main:574] : INFO : Epoch 1719 | loss: 0.0310874 | val_loss: 0.0311708 | Time: 2909 ms [2021-08-11 00:21:00 main:574] : INFO : Epoch 1720 | loss: 0.0310888 | val_loss: 0.0311635 | Time: 2831.64 ms [2021-08-11 00:21:03 main:574] : INFO : Epoch 1721 | loss: 0.0310865 | val_loss: 0.0311593 | Time: 3041.44 ms [2021-08-11 00:21:06 main:574] : INFO : Epoch 1722 | loss: 0.0310903 | val_loss: 0.0311523 | Time: 2861.86 ms [2021-08-11 00:21:09 main:574] : INFO : Epoch 1723 | loss: 0.0310917 | val_loss: 0.0311588 | Time: 2816.37 ms [2021-08-11 00:21:12 main:574] : INFO : Epoch 1724 | loss: 0.0310872 | val_loss: 0.0311568 | Time: 2861.34 ms [2021-08-11 00:21:15 main:574] : INFO : Epoch 1725 | loss: 0.0310839 | val_loss: 0.0311691 | Time: 2837.43 ms [2021-08-11 00:21:18 main:574] : INFO : Epoch 1726 | loss: 0.0310841 | val_loss: 0.0311655 | Time: 2845.77 ms [2021-08-11 00:21:20 main:574] : INFO : Epoch 1727 | loss: 0.0310824 | val_loss: 0.0311616 | Time: 2813.25 ms [2021-08-11 00:21:23 main:574] : INFO : Epoch 1728 | loss: 0.0310812 | val_loss: 0.0311627 | Time: 2871.78 ms [2021-08-11 00:21:26 main:574] : INFO : Epoch 1729 | loss: 0.0310795 | val_loss: 0.0311646 | Time: 2734.52 ms [2021-08-11 00:21:29 main:574] : INFO : Epoch 1730 | loss: 0.0310786 | val_loss: 0.0311613 | Time: 2852.3 ms [2021-08-11 00:21:32 main:574] : INFO : Epoch 1731 | loss: 0.0310791 | val_loss: 0.0311619 | Time: 2919.97 ms [2021-08-11 00:21:35 main:574] : INFO : Epoch 1732 | loss: 0.0310786 | val_loss: 0.0311615 | Time: 2836.08 ms [2021-08-11 00:21:38 main:574] : INFO : Epoch 1733 | loss: 0.0310793 | val_loss: 0.0311669 | Time: 2753.99 ms [2021-08-11 00:21:41 main:574] : INFO : Epoch 1734 | loss: 0.0310783 | val_loss: 0.0311629 | Time: 3015.99 ms [2021-08-11 00:21:44 main:574] : INFO : Epoch 1735 | loss: 0.0310788 | val_loss: 0.031157 | Time: 2773.85 ms [2021-08-11 00:21:46 main:574] : INFO : Epoch 1736 | loss: 0.0310821 | val_loss: 0.0311631 | Time: 2856.02 ms [2021-08-11 00:21:49 main:574] : INFO : Epoch 1737 | loss: 0.0310814 | val_loss: 0.0311699 | Time: 2910.41 ms [2021-08-11 00:21:52 main:574] : INFO : Epoch 1738 | loss: 0.0310827 | val_loss: 0.0311606 | Time: 2832.77 ms [2021-08-11 00:21:55 main:574] : INFO : Epoch 1739 | loss: 0.0310798 | val_loss: 0.0311595 | Time: 2783.65 ms [2021-08-11 00:21:58 main:574] : INFO : Epoch 1740 | loss: 0.0310769 | val_loss: 0.0311713 | Time: 2809.48 ms [2021-08-11 00:22:01 main:574] : INFO : Epoch 1741 | loss: 0.0310769 | val_loss: 0.0311676 | Time: 2928.62 ms [2021-08-11 00:22:04 main:574] : INFO : Epoch 1742 | loss: 0.0310786 | val_loss: 0.031164 | Time: 2865.27 ms [2021-08-11 00:22:07 main:574] : INFO : Epoch 1743 | loss: 0.0310748 | val_loss: 0.0311651 | Time: 2936.81 ms [2021-08-11 00:22:09 main:574] : INFO : Epoch 1744 | loss: 0.0310774 | val_loss: 0.0311627 | Time: 2667.23 ms [2021-08-11 00:22:12 main:574] : INFO : Epoch 1745 | loss: 0.0310792 | val_loss: 0.0311581 | Time: 2818.73 ms [2021-08-11 00:22:15 main:574] : INFO : Epoch 1746 | loss: 0.031078 | val_loss: 0.0311625 | Time: 2914.58 ms [2021-08-11 00:22:18 main:574] : INFO : Epoch 1747 | loss: 0.0310822 | val_loss: 0.0311583 | Time: 2843.77 ms [2021-08-11 00:22:21 main:574] : INFO : Epoch 1748 | loss: 0.0310928 | val_loss: 0.0311631 | Time: 2915.36 ms [2021-08-11 00:22:24 main:574] : INFO : Epoch 1749 | loss: 0.0310943 | val_loss: 0.0311618 | Time: 2879.71 ms [2021-08-11 00:22:27 main:574] : INFO : Epoch 1750 | loss: 0.031092 | val_loss: 0.0311574 | Time: 2888.94 ms [2021-08-11 00:22:29 main:574] : INFO : Epoch 1751 | loss: 0.0310879 | val_loss: 0.0311627 | Time: 2850.46 ms [2021-08-11 00:22:32 main:574] : INFO : Epoch 1752 | loss: 0.0310868 | val_loss: 0.0311617 | Time: 2886.03 ms [2021-08-11 00:22:35 main:574] : INFO : Epoch 1753 | loss: 0.0310878 | val_loss: 0.0311582 | Time: 2893.53 ms [2021-08-11 00:22:39 main:574] : INFO : Epoch 1754 | loss: 0.031089 | val_loss: 0.0311547 | Time: 2842.66 ms [2021-08-11 00:22:41 main:574] : INFO : Epoch 1755 | loss: 0.0310997 | val_loss: 0.0311571 | Time: 2836.69 ms [2021-08-11 00:22:44 main:574] : INFO : Epoch 1756 | loss: 0.0310957 | val_loss: 0.031152 | Time: 2936.08 ms [2021-08-11 00:22:47 main:574] : INFO : Epoch 1757 | loss: 0.0310936 | val_loss: 0.031161 | Time: 2885.7 ms [2021-08-11 00:22:50 main:574] : INFO : Epoch 1758 | loss: 0.0310864 | val_loss: 0.0311656 | Time: 2906.28 ms [2021-08-11 00:22:53 main:574] : INFO : Epoch 1759 | loss: 0.0310843 | val_loss: 0.0311614 | Time: 2925.71 ms [2021-08-11 00:22:56 main:574] : INFO : Epoch 1760 | loss: 0.0310848 | val_loss: 0.0311556 | Time: 2954.9 ms [2021-08-11 00:22:59 main:574] : INFO : Epoch 1761 | loss: 0.0310902 | val_loss: 0.0311611 | Time: 2948.24 ms [2021-08-11 00:23:02 main:574] : INFO : Epoch 1762 | loss: 0.0310852 | val_loss: 0.0311576 | Time: 2907.26 ms [2021-08-11 00:23:05 main:574] : INFO : Epoch 1763 | loss: 0.0310821 | val_loss: 0.0311588 | Time: 2767.89 ms [2021-08-11 00:23:08 main:574] : INFO : Epoch 1764 | loss: 0.0310809 | val_loss: 0.0311637 | Time: 2861.01 ms [2021-08-11 00:23:10 main:574] : INFO : Epoch 1765 | loss: 0.0310843 | val_loss: 0.0311667 | Time: 2892.55 ms [2021-08-11 00:23:13 main:574] : INFO : Epoch 1766 | loss: 0.0310888 | val_loss: 0.0311574 | Time: 2904.11 ms [2021-08-11 00:23:16 main:574] : INFO : Epoch 1767 | loss: 0.0310886 | val_loss: 0.0311499 | Time: 2913.57 ms [2021-08-11 00:23:19 main:574] : INFO : Epoch 1768 | loss: 0.0310868 | val_loss: 0.0311577 | Time: 2968.6 ms [2021-08-11 00:23:22 main:574] : INFO : Epoch 1769 | loss: 0.0310895 | val_loss: 0.0311502 | Time: 2837.2 ms [2021-08-11 00:23:25 main:574] : INFO : Epoch 1770 | loss: 0.0310869 | val_loss: 0.0311502 | Time: 2931.39 ms [2021-08-11 00:23:28 main:574] : INFO : Epoch 1771 | loss: 0.0310869 | val_loss: 0.0311541 | Time: 2887.22 ms [2021-08-11 00:23:31 main:574] : INFO : Epoch 1772 | loss: 0.0310861 | val_loss: 0.031161 | Time: 2755.22 ms [2021-08-11 00:23:34 main:574] : INFO : Epoch 1773 | loss: 0.0310817 | val_loss: 0.0311688 | Time: 2979.88 ms [2021-08-11 00:23:37 main:574] : INFO : Epoch 1774 | loss: 0.0310808 | val_loss: 0.0311572 | Time: 2903.26 ms [2021-08-11 00:23:39 main:574] : INFO : Epoch 1775 | loss: 0.0310786 | val_loss: 0.0311622 | Time: 2753.54 ms [2021-08-11 00:23:42 main:574] : INFO : Epoch 1776 | loss: 0.0310781 | val_loss: 0.0311688 | Time: 2870.13 ms [2021-08-11 00:23:45 main:574] : INFO : Epoch 1777 | loss: 0.0310767 | val_loss: 0.0311559 | Time: 2856.2 ms [2021-08-11 00:23:48 main:574] : INFO : Epoch 1778 | loss: 0.0310761 | val_loss: 0.0311571 | Time: 2838.84 ms [2021-08-11 00:23:51 main:574] : INFO : Epoch 1779 | loss: 0.0310742 | val_loss: 0.0311681 | Time: 2864.22 ms [2021-08-11 00:23:54 main:574] : INFO : Epoch 1780 | loss: 0.0310733 | val_loss: 0.0311644 | Time: 2821.79 ms [2021-08-11 00:23:57 main:574] : INFO : Epoch 1781 | loss: 0.0310748 | val_loss: 0.0311646 | Time: 2880.02 ms [2021-08-11 00:24:00 main:574] : INFO : Epoch 1782 | loss: 0.0310874 | val_loss: 0.0311535 | Time: 2902.85 ms [2021-08-11 00:24:03 main:574] : INFO : Epoch 1783 | loss: 0.0310921 | val_loss: 0.0311602 | Time: 2872.51 ms [2021-08-11 00:24:06 main:574] : INFO : Epoch 1784 | loss: 0.0310901 | val_loss: 0.0311677 | Time: 2976.9 ms [2021-08-11 00:24:09 main:574] : INFO : Epoch 1785 | loss: 0.0310836 | val_loss: 0.0311633 | Time: 2960.19 ms [2021-08-11 00:24:12 main:574] : INFO : Epoch 1786 | loss: 0.0310803 | val_loss: 0.0311556 | Time: 2988.99 ms [2021-08-11 00:24:14 main:574] : INFO : Epoch 1787 | loss: 0.0310802 | val_loss: 0.0311645 | Time: 2745.24 ms [2021-08-11 00:24:17 main:574] : INFO : Epoch 1788 | loss: 0.0310843 | val_loss: 0.0311595 | Time: 2840.96 ms [2021-08-11 00:24:20 main:574] : INFO : Epoch 1789 | loss: 0.0311015 | val_loss: 0.0311491 | Time: 2835.69 ms [2021-08-11 00:24:23 main:574] : INFO : Epoch 1790 | loss: 0.0310955 | val_loss: 0.0311498 | Time: 2862.89 ms [2021-08-11 00:24:26 main:574] : INFO : Epoch 1791 | loss: 0.0310932 | val_loss: 0.0311552 | Time: 2885 ms [2021-08-11 00:24:29 main:574] : INFO : Epoch 1792 | loss: 0.0310904 | val_loss: 0.0311588 | Time: 2913.74 ms [2021-08-11 00:24:32 main:574] : INFO : Epoch 1793 | loss: 0.0310862 | val_loss: 0.0311548 | Time: 2927.07 ms [2021-08-11 00:24:35 main:574] : INFO : Epoch 1794 | loss: 0.0310885 | val_loss: 0.0311554 | Time: 2832.58 ms [2021-08-11 00:24:38 main:574] : INFO : Epoch 1795 | loss: 0.031094 | val_loss: 0.0311538 | Time: 2948.15 ms [2021-08-11 00:24:40 main:574] : INFO : Epoch 1796 | loss: 0.0311071 | val_loss: 0.03115 | Time: 2818.73 ms [2021-08-11 00:24:43 main:574] : INFO : Epoch 1797 | loss: 0.0311052 | val_loss: 0.0311442 | Time: 2786.16 ms [2021-08-11 00:24:46 main:574] : INFO : Epoch 1798 | loss: 0.0311048 | val_loss: 0.0311464 | Time: 2883.59 ms [2021-08-11 00:24:49 main:574] : INFO : Epoch 1799 | loss: 0.0311075 | val_loss: 0.0311659 | Time: 2908.48 ms [2021-08-11 00:24:52 main:574] : INFO : Epoch 1800 | loss: 0.0311106 | val_loss: 0.0311594 | Time: 2804.29 ms [2021-08-11 00:24:55 main:574] : INFO : Epoch 1801 | loss: 0.0311033 | val_loss: 0.0311529 | Time: 2918.16 ms [2021-08-11 00:24:58 main:574] : INFO : Epoch 1802 | loss: 0.0311 | val_loss: 0.0311443 | Time: 2885.14 ms [2021-08-11 00:25:01 main:574] : INFO : Epoch 1803 | loss: 0.0310994 | val_loss: 0.0311546 | Time: 2821.48 ms [2021-08-11 00:25:04 main:574] : INFO : Epoch 1804 | loss: 0.0310985 | val_loss: 0.0311611 | Time: 2858.18 ms [2021-08-11 00:25:07 main:574] : INFO : Epoch 1805 | loss: 0.0310937 | val_loss: 0.0311553 | Time: 2968.41 ms [2021-08-11 00:25:09 main:574] : INFO : Epoch 1806 | loss: 0.031091 | val_loss: 0.0311551 | Time: 2787.73 ms [2021-08-11 00:25:12 main:574] : INFO : Epoch 1807 | loss: 0.0310913 | val_loss: 0.0311651 | Time: 2868.95 ms [2021-08-11 00:25:15 main:574] : INFO : Epoch 1808 | loss: 0.0310921 | val_loss: 0.0311651 | Time: 2916.38 ms [2021-08-11 00:25:18 main:574] : INFO : Epoch 1809 | loss: 0.0310877 | val_loss: 0.0311608 | Time: 2904.07 ms [2021-08-11 00:25:21 main:574] : INFO : Epoch 1810 | loss: 0.0310875 | val_loss: 0.0311648 | Time: 2838.59 ms [2021-08-11 00:25:24 main:574] : INFO : Epoch 1811 | loss: 0.0310905 | val_loss: 0.0311548 | Time: 2853.64 ms [2021-08-11 00:25:27 main:574] : INFO : Epoch 1812 | loss: 0.0310896 | val_loss: 0.031156 | Time: 2846.41 ms [2021-08-11 00:25:30 main:574] : INFO : Epoch 1813 | loss: 0.0310865 | val_loss: 0.0311605 | Time: 2902.64 ms [2021-08-11 00:25:33 main:574] : INFO : Epoch 1814 | loss: 0.0310876 | val_loss: 0.0311542 | Time: 2818.79 ms [2021-08-11 00:25:35 main:574] : INFO : Epoch 1815 | loss: 0.0310857 | val_loss: 0.0311558 | Time: 2814.73 ms [2021-08-11 00:25:38 main:574] : INFO : Epoch 1816 | loss: 0.0310845 | val_loss: 0.0311487 | Time: 2855.43 ms [2021-08-11 00:25:41 main:574] : INFO : Epoch 1817 | loss: 0.0310827 | val_loss: 0.0311502 | Time: 2848.93 ms [2021-08-11 00:25:44 main:574] : INFO : Epoch 1818 | loss: 0.0310812 | val_loss: 0.0311594 | Time: 2930.78 ms [2021-08-11 00:25:47 main:574] : INFO : Epoch 1819 | loss: 0.0310883 | val_loss: 0.0311565 | Time: 2822.66 ms [2021-08-11 00:25:50 main:574] : INFO : Epoch 1820 | loss: 0.0310884 | val_loss: 0.0311603 | Time: 2857.31 ms [2021-08-11 00:25:53 main:574] : INFO : Epoch 1821 | loss: 0.0310893 | val_loss: 0.0311577 | Time: 2854.63 ms [2021-08-11 00:25:55 main:574] : INFO : Epoch 1822 | loss: 0.0310913 | val_loss: 0.0311527 | Time: 2771.05 ms [2021-08-11 00:25:59 main:574] : INFO : Epoch 1823 | loss: 0.0310913 | val_loss: 0.0311576 | Time: 2871.79 ms [2021-08-11 00:26:01 main:574] : INFO : Epoch 1824 | loss: 0.0310869 | val_loss: 0.0311517 | Time: 2791.69 ms [2021-08-11 00:26:04 main:574] : INFO : Epoch 1825 | loss: 0.0310856 | val_loss: 0.0311564 | Time: 2878.42 ms [2021-08-11 00:26:07 main:574] : INFO : Epoch 1826 | loss: 0.0310841 | val_loss: 0.0311542 | Time: 2851.54 ms [2021-08-11 00:26:10 main:574] : INFO : Epoch 1827 | loss: 0.0310858 | val_loss: 0.0311551 | Time: 2969.6 ms [2021-08-11 00:26:13 main:574] : INFO : Epoch 1828 | loss: 0.0310816 | val_loss: 0.0311521 | Time: 2809.7 ms [2021-08-11 00:26:16 main:574] : INFO : Epoch 1829 | loss: 0.0310805 | val_loss: 0.0311545 | Time: 2826.78 ms [2021-08-11 00:26:19 main:574] : INFO : Epoch 1830 | loss: 0.0310856 | val_loss: 0.0311565 | Time: 2832.87 ms [2021-08-11 00:26:22 main:574] : INFO : Epoch 1831 | loss: 0.0310861 | val_loss: 0.0311545 | Time: 2927.92 ms [2021-08-11 00:26:24 main:574] : INFO : Epoch 1832 | loss: 0.0310835 | val_loss: 0.0311563 | Time: 2912.91 ms [2021-08-11 00:26:27 main:574] : INFO : Epoch 1833 | loss: 0.0310798 | val_loss: 0.0311641 | Time: 2752.21 ms [2021-08-11 00:26:30 main:574] : INFO : Epoch 1834 | loss: 0.0310832 | val_loss: 0.031155 | Time: 3003.78 ms [2021-08-11 00:26:33 main:574] : INFO : Epoch 1835 | loss: 0.031093 | val_loss: 0.0311523 | Time: 2838.22 ms [2021-08-11 00:26:36 main:574] : INFO : Epoch 1836 | loss: 0.0310941 | val_loss: 0.0311468 | Time: 2893.89 ms [2021-08-11 00:26:39 main:574] : INFO : Epoch 1837 | loss: 0.0310884 | val_loss: 0.031153 | Time: 2808.97 ms [2021-08-11 00:26:42 main:574] : INFO : Epoch 1838 | loss: 0.031091 | val_loss: 0.0311474 | Time: 2897.87 ms [2021-08-11 00:26:45 main:574] : INFO : Epoch 1839 | loss: 0.0311055 | val_loss: 0.0311475 | Time: 2869.58 ms [2021-08-11 00:26:48 main:574] : INFO : Epoch 1840 | loss: 0.0311015 | val_loss: 0.0311562 | Time: 2921.48 ms [2021-08-11 00:26:50 main:574] : INFO : Epoch 1841 | loss: 0.0310977 | val_loss: 0.0311573 | Time: 2850.56 ms [2021-08-11 00:26:53 main:574] : INFO : Epoch 1842 | loss: 0.0310935 | val_loss: 0.031156 | Time: 2943.36 ms [2021-08-11 00:26:56 main:574] : INFO : Epoch 1843 | loss: 0.0310901 | val_loss: 0.0311473 | Time: 2858.26 ms [2021-08-11 00:26:59 main:574] : INFO : Epoch 1844 | loss: 0.0310873 | val_loss: 0.0311507 | Time: 2912.87 ms [2021-08-11 00:27:02 main:574] : INFO : Epoch 1845 | loss: 0.0310867 | val_loss: 0.0311591 | Time: 2940.55 ms [2021-08-11 00:27:05 main:574] : INFO : Epoch 1846 | loss: 0.0311163 | val_loss: 0.0311574 | Time: 2853.04 ms [2021-08-11 00:27:08 main:574] : INFO : Epoch 1847 | loss: 0.031121 | val_loss: 0.0311541 | Time: 2854.22 ms [2021-08-11 00:27:11 main:574] : INFO : Epoch 1848 | loss: 0.0311152 | val_loss: 0.0311476 | Time: 2931.8 ms [2021-08-11 00:27:14 main:574] : INFO : Epoch 1849 | loss: 0.0311142 | val_loss: 0.0311512 | Time: 2885.17 ms [2021-08-11 00:27:17 main:574] : INFO : Epoch 1850 | loss: 0.031111 | val_loss: 0.0311463 | Time: 2881.76 ms [2021-08-11 00:27:20 main:574] : INFO : Epoch 1851 | loss: 0.0311089 | val_loss: 0.0311558 | Time: 2914.53 ms [2021-08-11 00:27:23 main:574] : INFO : Epoch 1852 | loss: 0.0311133 | val_loss: 0.0311498 | Time: 2759.19 ms [2021-08-11 00:27:26 main:574] : INFO : Epoch 1853 | loss: 0.0311122 | val_loss: 0.0311504 | Time: 2846.19 ms [2021-08-11 00:27:28 main:574] : INFO : Epoch 1854 | loss: 0.0311071 | val_loss: 0.0311579 | Time: 2895.85 ms [2021-08-11 00:27:31 main:574] : INFO : Epoch 1855 | loss: 0.0311044 | val_loss: 0.0311557 | Time: 2887.69 ms [2021-08-11 00:27:34 main:574] : INFO : Epoch 1856 | loss: 0.0311035 | val_loss: 0.0311547 | Time: 2822.65 ms [2021-08-11 00:27:37 main:574] : INFO : Epoch 1857 | loss: 0.0311036 | val_loss: 0.03116 | Time: 2811.95 ms [2021-08-11 00:27:40 main:574] : INFO : Epoch 1858 | loss: 0.0311033 | val_loss: 0.0311553 | Time: 2782.85 ms [2021-08-11 00:27:43 main:574] : INFO : Epoch 1859 | loss: 0.0310977 | val_loss: 0.0311482 | Time: 2885.1 ms [2021-08-11 00:27:46 main:574] : INFO : Epoch 1860 | loss: 0.0310988 | val_loss: 0.0311537 | Time: 2892.17 ms [2021-08-11 00:27:48 main:574] : INFO : Epoch 1861 | loss: 0.0310984 | val_loss: 0.0311518 | Time: 2893.99 ms [2021-08-11 00:27:51 main:574] : INFO : Epoch 1862 | loss: 0.0310966 | val_loss: 0.031153 | Time: 2865.46 ms [2021-08-11 00:27:54 main:574] : INFO : Epoch 1863 | loss: 0.0310941 | val_loss: 0.0311498 | Time: 2890.11 ms [2021-08-11 00:27:57 main:574] : INFO : Epoch 1864 | loss: 0.0310948 | val_loss: 0.0311447 | Time: 2878.16 ms [2021-08-11 00:28:00 main:574] : INFO : Epoch 1865 | loss: 0.0310957 | val_loss: 0.0311538 | Time: 2852.28 ms [2021-08-11 00:28:03 main:574] : INFO : Epoch 1866 | loss: 0.0310937 | val_loss: 0.0311475 | Time: 2849.71 ms [2021-08-11 00:28:06 main:574] : INFO : Epoch 1867 | loss: 0.0310938 | val_loss: 0.0311518 | Time: 2756.99 ms [2021-08-11 00:28:08 main:574] : INFO : Epoch 1868 | loss: 0.0311014 | val_loss: 0.0311617 | Time: 2775.54 ms [2021-08-11 00:28:12 main:574] : INFO : Epoch 1869 | loss: 0.0311021 | val_loss: 0.0311521 | Time: 2808.68 ms [2021-08-11 00:28:14 main:574] : INFO : Epoch 1870 | loss: 0.0311006 | val_loss: 0.0311659 | Time: 2867.68 ms [2021-08-11 00:28:17 main:574] : INFO : Epoch 1871 | loss: 0.0310954 | val_loss: 0.0311597 | Time: 2797.38 ms [2021-08-11 00:28:20 main:574] : INFO : Epoch 1872 | loss: 0.0310914 | val_loss: 0.0311593 | Time: 2831.9 ms [2021-08-11 00:28:23 main:574] : INFO : Epoch 1873 | loss: 0.0310924 | val_loss: 0.0311574 | Time: 2781.21 ms [2021-08-11 00:28:26 main:574] : INFO : Epoch 1874 | loss: 0.0310893 | val_loss: 0.0311597 | Time: 2889.04 ms [2021-08-11 00:28:29 main:574] : INFO : Epoch 1875 | loss: 0.0310863 | val_loss: 0.0311668 | Time: 2858.31 ms [2021-08-11 00:28:32 main:574] : INFO : Epoch 1876 | loss: 0.0310848 | val_loss: 0.0311599 | Time: 2914.99 ms [2021-08-11 00:28:34 main:574] : INFO : Epoch 1877 | loss: 0.0310823 | val_loss: 0.03116 | Time: 2836.31 ms [2021-08-11 00:28:37 main:574] : INFO : Epoch 1878 | loss: 0.0310814 | val_loss: 0.0311668 | Time: 2933.52 ms [2021-08-11 00:28:40 main:574] : INFO : Epoch 1879 | loss: 0.031083 | val_loss: 0.0311652 | Time: 2814.46 ms [2021-08-11 00:28:43 main:574] : INFO : Epoch 1880 | loss: 0.0310841 | val_loss: 0.0311593 | Time: 2871.23 ms [2021-08-11 00:28:46 main:574] : INFO : Epoch 1881 | loss: 0.0310829 | val_loss: 0.0311685 | Time: 2845.91 ms [2021-08-11 00:28:49 main:574] : INFO : Epoch 1882 | loss: 0.0310842 | val_loss: 0.0311622 | Time: 2797.63 ms [2021-08-11 00:28:52 main:574] : INFO : Epoch 1883 | loss: 0.0310828 | val_loss: 0.0311545 | Time: 2814.38 ms [2021-08-11 00:28:55 main:574] : INFO : Epoch 1884 | loss: 0.031086 | val_loss: 0.0311661 | Time: 2912.75 ms [2021-08-11 00:28:57 main:574] : INFO : Epoch 1885 | loss: 0.0310967 | val_loss: 0.0311631 | Time: 2875.97 ms [2021-08-11 00:29:00 main:574] : INFO : Epoch 1886 | loss: 0.0311006 | val_loss: 0.0311651 | Time: 2946.84 ms [2021-08-11 00:29:03 main:574] : INFO : Epoch 1887 | loss: 0.0310998 | val_loss: 0.0311625 | Time: 2861.67 ms [2021-08-11 00:29:06 main:574] : INFO : Epoch 1888 | loss: 0.0311072 | val_loss: 0.0311717 | Time: 2965.56 ms [2021-08-11 00:29:09 main:574] : INFO : Epoch 1889 | loss: 0.0310966 | val_loss: 0.0311572 | Time: 2861.93 ms [2021-08-11 00:29:12 main:574] : INFO : Epoch 1890 | loss: 0.0310895 | val_loss: 0.0311703 | Time: 2849.69 ms [2021-08-11 00:29:15 main:574] : INFO : Epoch 1891 | loss: 0.031089 | val_loss: 0.0311598 | Time: 2890 ms [2021-08-11 00:29:18 main:574] : INFO : Epoch 1892 | loss: 0.0310843 | val_loss: 0.0311576 | Time: 2981.54 ms [2021-08-11 00:29:21 main:574] : INFO : Epoch 1893 | loss: 0.0310834 | val_loss: 0.0311599 | Time: 2934.41 ms [2021-08-11 00:29:24 main:574] : INFO : Epoch 1894 | loss: 0.0310834 | val_loss: 0.0311716 | Time: 2870.52 ms [2021-08-11 00:29:27 main:574] : INFO : Epoch 1895 | loss: 0.031082 | val_loss: 0.0311606 | Time: 2920.51 ms [2021-08-11 00:29:30 main:574] : INFO : Epoch 1896 | loss: 0.031085 | val_loss: 0.0311593 | Time: 2909.64 ms [2021-08-11 00:29:33 main:574] : INFO : Epoch 1897 | loss: 0.031086 | val_loss: 0.0311568 | Time: 2863.91 ms [2021-08-11 00:29:36 main:574] : INFO : Epoch 1898 | loss: 0.031083 | val_loss: 0.0311551 | Time: 2846.92 ms [2021-08-11 00:29:38 main:574] : INFO : Epoch 1899 | loss: 0.0310857 | val_loss: 0.0311548 | Time: 2757.55 ms [2021-08-11 00:29:41 main:574] : INFO : Epoch 1900 | loss: 0.0310886 | val_loss: 0.0311626 | Time: 2980.24 ms [2021-08-11 00:29:44 main:574] : INFO : Epoch 1901 | loss: 0.0310861 | val_loss: 0.0311601 | Time: 2963.35 ms [2021-08-11 00:29:47 main:574] : INFO : Epoch 1902 | loss: 0.0310843 | val_loss: 0.0311648 | Time: 2824.96 ms [2021-08-11 00:29:50 main:574] : INFO : Epoch 1903 | loss: 0.0310816 | val_loss: 0.0311542 | Time: 2899.49 ms [2021-08-11 00:29:53 main:574] : INFO : Epoch 1904 | loss: 0.0310857 | val_loss: 0.031157 | Time: 2845.6 ms [2021-08-11 00:29:56 main:574] : INFO : Epoch 1905 | loss: 0.0310904 | val_loss: 0.0311592 | Time: 2867.02 ms [2021-08-11 00:29:59 main:574] : INFO : Epoch 1906 | loss: 0.0310899 | val_loss: 0.0311602 | Time: 2890.17 ms [2021-08-11 00:30:02 main:574] : INFO : Epoch 1907 | loss: 0.0310904 | val_loss: 0.0311497 | Time: 2864.92 ms [2021-08-11 00:30:04 main:574] : INFO : Epoch 1908 | loss: 0.031095 | val_loss: 0.0311549 | Time: 2866.91 ms [2021-08-11 00:30:07 main:574] : INFO : Epoch 1909 | loss: 0.0310901 | val_loss: 0.0311538 | Time: 2889.11 ms [2021-08-11 00:30:10 main:574] : INFO : Epoch 1910 | loss: 0.0310897 | val_loss: 0.0311502 | Time: 2875.43 ms [2021-08-11 00:30:13 main:574] : INFO : Epoch 1911 | loss: 0.0310897 | val_loss: 0.0311555 | Time: 2835.58 ms [2021-08-11 00:30:16 main:574] : INFO : Epoch 1912 | loss: 0.0310887 | val_loss: 0.0311527 | Time: 2894.99 ms [2021-08-11 00:30:19 main:574] : INFO : Epoch 1913 | loss: 0.0310857 | val_loss: 0.031163 | Time: 2863.37 ms [2021-08-11 00:30:22 main:574] : INFO : Epoch 1914 | loss: 0.0310883 | val_loss: 0.0311564 | Time: 2843.03 ms [2021-08-11 00:30:25 main:574] : INFO : Epoch 1915 | loss: 0.0310834 | val_loss: 0.03116 | Time: 2878.37 ms [2021-08-11 00:30:28 main:574] : INFO : Epoch 1916 | loss: 0.0310815 | val_loss: 0.0311569 | Time: 2974.72 ms [2021-08-11 00:30:31 main:574] : INFO : Epoch 1917 | loss: 0.0310842 | val_loss: 0.0311634 | Time: 2870.61 ms [2021-08-11 00:30:34 main:574] : INFO : Epoch 1918 | loss: 0.0310843 | val_loss: 0.0311509 | Time: 2866.09 ms [2021-08-11 00:30:37 main:574] : INFO : Epoch 1919 | loss: 0.0310822 | val_loss: 0.0311563 | Time: 2856.59 ms [2021-08-11 00:30:39 main:574] : INFO : Epoch 1920 | loss: 0.031081 | val_loss: 0.0311514 | Time: 2867.57 ms [2021-08-11 00:30:42 main:574] : INFO : Epoch 1921 | loss: 0.0310827 | val_loss: 0.0311532 | Time: 2851.66 ms [2021-08-11 00:30:45 main:574] : INFO : Epoch 1922 | loss: 0.0310817 | val_loss: 0.0311624 | Time: 2844.08 ms [2021-08-11 00:30:48 main:574] : INFO : Epoch 1923 | loss: 0.0310817 | val_loss: 0.0311626 | Time: 2955.86 ms [2021-08-11 00:30:51 main:574] : INFO : Epoch 1924 | loss: 0.0310811 | val_loss: 0.0311507 | Time: 2864.76 ms [2021-08-11 00:30:54 main:574] : INFO : Epoch 1925 | loss: 0.031079 | val_loss: 0.0311535 | Time: 2893.63 ms [2021-08-11 00:30:57 main:574] : INFO : Epoch 1926 | loss: 0.0310762 | val_loss: 0.0311582 | Time: 2876.46 ms [2021-08-11 00:31:00 main:574] : INFO : Epoch 1927 | loss: 0.0310746 | val_loss: 0.0311561 | Time: 2880.8 ms [2021-08-11 00:31:03 main:574] : INFO : Epoch 1928 | loss: 0.0310788 | val_loss: 0.0311636 | Time: 2815.26 ms [2021-08-11 00:31:05 main:574] : INFO : Epoch 1929 | loss: 0.0310803 | val_loss: 0.0311581 | Time: 2850.88 ms [2021-08-11 00:31:08 main:574] : INFO : Epoch 1930 | loss: 0.0310839 | val_loss: 0.03115 | Time: 2849.67 ms [2021-08-11 00:31:11 main:574] : INFO : Epoch 1931 | loss: 0.0310824 | val_loss: 0.0311605 | Time: 2932.47 ms [2021-08-11 00:31:14 main:574] : INFO : Epoch 1932 | loss: 0.0310783 | val_loss: 0.0311623 | Time: 2949.57 ms [2021-08-11 00:31:17 main:574] : INFO : Epoch 1933 | loss: 0.031081 | val_loss: 0.0311573 | Time: 2896.76 ms [2021-08-11 00:31:20 main:574] : INFO : Epoch 1934 | loss: 0.0310838 | val_loss: 0.0311674 | Time: 2918.1 ms [2021-08-11 00:31:23 main:574] : INFO : Epoch 1935 | loss: 0.0310892 | val_loss: 0.0311514 | Time: 2907.82 ms [2021-08-11 00:31:26 main:574] : INFO : Epoch 1936 | loss: 0.031086 | val_loss: 0.0311557 | Time: 2780.96 ms [2021-08-11 00:31:29 main:574] : INFO : Epoch 1937 | loss: 0.0310832 | val_loss: 0.0311552 | Time: 2788.69 ms [2021-08-11 00:31:32 main:574] : INFO : Epoch 1938 | loss: 0.0310837 | val_loss: 0.0311472 | Time: 2863.4 ms [2021-08-11 00:31:35 main:574] : INFO : Epoch 1939 | loss: 0.031087 | val_loss: 0.0311524 | Time: 2914.89 ms [2021-08-11 00:31:38 main:574] : INFO : Epoch 1940 | loss: 0.0310882 | val_loss: 0.0311555 | Time: 2873.83 ms [2021-08-11 00:31:40 main:574] : INFO : Epoch 1941 | loss: 0.0310832 | val_loss: 0.0311551 | Time: 2804.29 ms [2021-08-11 00:31:43 main:574] : INFO : Epoch 1942 | loss: 0.0310813 | val_loss: 0.0311552 | Time: 2848.93 ms [2021-08-11 00:31:46 main:574] : INFO : Epoch 1943 | loss: 0.0310833 | val_loss: 0.0311594 | Time: 2912.95 ms [2021-08-11 00:31:49 main:574] : INFO : Epoch 1944 | loss: 0.0310902 | val_loss: 0.0311559 | Time: 2891.32 ms [2021-08-11 00:31:52 main:574] : INFO : Epoch 1945 | loss: 0.031091 | val_loss: 0.0311547 | Time: 2948.96 ms [2021-08-11 00:31:55 main:574] : INFO : Epoch 1946 | loss: 0.0310919 | val_loss: 0.0311588 | Time: 2913.5 ms [2021-08-11 00:31:58 main:574] : INFO : Epoch 1947 | loss: 0.031098 | val_loss: 0.0311501 | Time: 2863.88 ms [2021-08-11 00:32:01 main:574] : INFO : Epoch 1948 | loss: 0.0310991 | val_loss: 0.0311516 | Time: 2839.67 ms [2021-08-11 00:32:04 main:574] : INFO : Epoch 1949 | loss: 0.0310986 | val_loss: 0.0311442 | Time: 2887.95 ms [2021-08-11 00:32:07 main:574] : INFO : Epoch 1950 | loss: 0.0310925 | val_loss: 0.0311517 | Time: 2875.36 ms [2021-08-11 00:32:09 main:574] : INFO : Epoch 1951 | loss: 0.0310913 | val_loss: 0.0311512 | Time: 2908.23 ms [2021-08-11 00:32:12 main:574] : INFO : Epoch 1952 | loss: 0.0310894 | val_loss: 0.0311524 | Time: 2969.25 ms [2021-08-11 00:32:15 main:574] : INFO : Epoch 1953 | loss: 0.0310895 | val_loss: 0.0311541 | Time: 2848.12 ms [2021-08-11 00:32:18 main:574] : INFO : Epoch 1954 | loss: 0.0310857 | val_loss: 0.0311514 | Time: 2884.76 ms [2021-08-11 00:32:21 main:574] : INFO : Epoch 1955 | loss: 0.03108 | val_loss: 0.0311509 | Time: 2812.64 ms [2021-08-11 00:32:24 main:574] : INFO : Epoch 1956 | loss: 0.0310802 | val_loss: 0.0311605 | Time: 2847.64 ms [2021-08-11 00:32:27 main:574] : INFO : Epoch 1957 | loss: 0.0310813 | val_loss: 0.0311638 | Time: 2862.19 ms [2021-08-11 00:32:30 main:574] : INFO : Epoch 1958 | loss: 0.0310828 | val_loss: 0.0311609 | Time: 2936.14 ms [2021-08-11 00:32:32 main:574] : INFO : Epoch 1959 | loss: 0.0310837 | val_loss: 0.0311649 | Time: 2784.75 ms [2021-08-11 00:32:35 main:574] : INFO : Epoch 1960 | loss: 0.0310848 | val_loss: 0.0311501 | Time: 2943.8 ms [2021-08-11 00:32:39 main:574] : INFO : Epoch 1961 | loss: 0.0310849 | val_loss: 0.0311576 | Time: 2954.91 ms [2021-08-11 00:32:42 main:574] : INFO : Epoch 1962 | loss: 0.0310822 | val_loss: 0.0311591 | Time: 2767.36 ms [2021-08-11 00:32:44 main:574] : INFO : Epoch 1963 | loss: 0.031082 | val_loss: 0.0311537 | Time: 2800.34 ms [2021-08-11 00:32:47 main:574] : INFO : Epoch 1964 | loss: 0.0310784 | val_loss: 0.0311545 | Time: 2866.93 ms [2021-08-11 00:32:50 main:574] : INFO : Epoch 1965 | loss: 0.0310768 | val_loss: 0.0311552 | Time: 2949.41 ms [2021-08-11 00:32:53 main:574] : INFO : Epoch 1966 | loss: 0.0310752 | val_loss: 0.031158 | Time: 2901.07 ms [2021-08-11 00:32:56 main:574] : INFO : Epoch 1967 | loss: 0.0310751 | val_loss: 0.0311553 | Time: 2872.04 ms [2021-08-11 00:32:59 main:574] : INFO : Epoch 1968 | loss: 0.0310809 | val_loss: 0.0311501 | Time: 2823.28 ms [2021-08-11 00:33:02 main:574] : INFO : Epoch 1969 | loss: 0.031079 | val_loss: 0.0311527 | Time: 2951.64 ms [2021-08-11 00:33:05 main:574] : INFO : Epoch 1970 | loss: 0.031078 | val_loss: 0.0311517 | Time: 2949.35 ms [2021-08-11 00:33:08 main:574] : INFO : Epoch 1971 | loss: 0.0310802 | val_loss: 0.0311502 | Time: 2946.34 ms [2021-08-11 00:33:11 main:574] : INFO : Epoch 1972 | loss: 0.0310828 | val_loss: 0.0311654 | Time: 2942.13 ms [2021-08-11 00:33:14 main:574] : INFO : Epoch 1973 | loss: 0.0310803 | val_loss: 0.031157 | Time: 2950.17 ms [2021-08-11 00:33:17 main:574] : INFO : Epoch 1974 | loss: 0.0310862 | val_loss: 0.0311573 | Time: 2955.4 ms [2021-08-11 00:33:30 main:574] : INFO : Epoch 1975 | loss: 0.031081 | val_loss: 0.0311594 | Time: 13083.5 ms [2021-08-11 00:33:33 main:574] : INFO : Epoch 1976 | loss: 0.0310798 | val_loss: 0.0311605 | Time: 2929.16 ms [2021-08-11 00:33:36 main:574] : INFO : Epoch 1977 | loss: 0.0310754 | val_loss: 0.031162 | Time: 2864.04 ms [2021-08-11 00:33:38 main:574] : INFO : Epoch 1978 | loss: 0.0310751 | val_loss: 0.0311571 | Time: 2850.22 ms [2021-08-11 00:33:41 main:574] : INFO : Epoch 1979 | loss: 0.0310783 | val_loss: 0.0311551 | Time: 2767.14 ms [2021-08-11 00:33:44 main:574] : INFO : Epoch 1980 | loss: 0.0310775 | val_loss: 0.0311548 | Time: 2864.22 ms [2021-08-11 00:33:47 main:574] : INFO : Epoch 1981 | loss: 0.0310764 | val_loss: 0.0311509 | Time: 2823.17 ms [2021-08-11 00:33:50 main:574] : INFO : Epoch 1982 | loss: 0.0310744 | val_loss: 0.0311509 | Time: 2863.96 ms [2021-08-11 00:33:53 main:574] : INFO : Epoch 1983 | loss: 0.0310728 | val_loss: 0.0311639 | Time: 2887.63 ms [2021-08-11 00:33:56 main:574] : INFO : Epoch 1984 | loss: 0.0310717 | val_loss: 0.0311578 | Time: 2825.69 ms [2021-08-11 00:33:59 main:574] : INFO : Epoch 1985 | loss: 0.0310727 | val_loss: 0.0311551 | Time: 2849.58 ms [2021-08-11 00:34:02 main:574] : INFO : Epoch 1986 | loss: 0.0310729 | val_loss: 0.0311658 | Time: 2913.77 ms [2021-08-11 00:34:05 main:574] : INFO : Epoch 1987 | loss: 0.0310744 | val_loss: 0.0311598 | Time: 2912.77 ms [2021-08-11 00:34:07 main:574] : INFO : Epoch 1988 | loss: 0.0310777 | val_loss: 0.0311622 | Time: 2906.28 ms [2021-08-11 00:34:10 main:574] : INFO : Epoch 1989 | loss: 0.0310753 | val_loss: 0.0311561 | Time: 2833.32 ms [2021-08-11 00:34:13 main:574] : INFO : Epoch 1990 | loss: 0.0310986 | val_loss: 0.0311518 | Time: 2924.85 ms [2021-08-11 00:34:16 main:574] : INFO : Epoch 1991 | loss: 0.0311026 | val_loss: 0.031149 | Time: 2854.66 ms [2021-08-11 00:34:19 main:574] : INFO : Epoch 1992 | loss: 0.0310973 | val_loss: 0.031154 | Time: 2935.32 ms [2021-08-11 00:34:22 main:574] : INFO : Epoch 1993 | loss: 0.0310924 | val_loss: 0.0311602 | Time: 2865.88 ms [2021-08-11 00:34:25 main:574] : INFO : Epoch 1994 | loss: 0.0310936 | val_loss: 0.0311636 | Time: 2871.38 ms [2021-08-11 00:34:28 main:574] : INFO : Epoch 1995 | loss: 0.0310904 | val_loss: 0.0311659 | Time: 3113.04 ms [2021-08-11 00:34:31 main:574] : INFO : Epoch 1996 | loss: 0.0310901 | val_loss: 0.0311561 | Time: 3024.83 ms [2021-08-11 00:34:34 main:574] : INFO : Epoch 1997 | loss: 0.0310856 | val_loss: 0.0311678 | Time: 3147.7 ms [2021-08-11 00:34:37 main:574] : INFO : Epoch 1998 | loss: 0.0310822 | val_loss: 0.0311664 | Time: 3107.32 ms [2021-08-11 00:34:41 main:574] : INFO : Epoch 1999 | loss: 0.0310801 | val_loss: 0.0311613 | Time: 3405.16 ms [2021-08-11 00:34:44 main:574] : INFO : Epoch 2000 | loss: 0.0310779 | val_loss: 0.0311515 | Time: 3658.11 ms [2021-08-11 00:34:48 main:574] : INFO : Epoch 2001 | loss: 0.0310764 | val_loss: 0.0311633 | Time: 3648.07 ms [2021-08-11 00:34:52 main:574] : INFO : Epoch 2002 | loss: 0.0310759 | val_loss: 0.0311577 | Time: 3867.54 ms [2021-08-11 00:34:57 main:574] : INFO : Epoch 2003 | loss: 0.0310739 | val_loss: 0.0311585 | Time: 4227.03 ms [2021-08-11 00:35:00 main:574] : INFO : Epoch 2004 | loss: 0.0310778 | val_loss: 0.0311605 | Time: 3563.72 ms [2021-08-11 00:35:04 main:574] : INFO : Epoch 2005 | loss: 0.0310814 | val_loss: 0.031155 | Time: 4204.04 ms [2021-08-11 00:35:08 main:574] : INFO : Epoch 2006 | loss: 0.031078 | val_loss: 0.0311553 | Time: 3404.31 ms [2021-08-11 00:35:12 main:574] : INFO : Epoch 2007 | loss: 0.0310802 | val_loss: 0.0311506 | Time: 4183.23 ms [2021-08-11 00:35:16 main:574] : INFO : Epoch 2008 | loss: 0.0310759 | val_loss: 0.0311487 | Time: 4191.16 ms [2021-08-11 00:35:21 main:574] : INFO : Epoch 2009 | loss: 0.0310777 | val_loss: 0.0311629 | Time: 4241.75 ms [2021-08-11 00:35:25 main:574] : INFO : Epoch 2010 | loss: 0.0310826 | val_loss: 0.0311547 | Time: 4241.85 ms [2021-08-11 00:35:29 main:574] : INFO : Epoch 2011 | loss: 0.0310866 | val_loss: 0.0311534 | Time: 3632.31 ms [2021-08-11 00:35:32 main:574] : INFO : Epoch 2012 | loss: 0.0310837 | val_loss: 0.0311492 | Time: 3339.61 ms [2021-08-11 00:35:35 main:574] : INFO : Epoch 2013 | loss: 0.0310867 | val_loss: 0.0311518 | Time: 3215.24 ms [2021-08-11 00:35:39 main:574] : INFO : Epoch 2014 | loss: 0.0310873 | val_loss: 0.0311543 | Time: 3492.4 ms [2021-08-11 00:35:42 main:574] : INFO : Epoch 2015 | loss: 0.0310916 | val_loss: 0.031152 | Time: 3236.04 ms [2021-08-11 00:35:46 main:574] : INFO : Epoch 2016 | loss: 0.0310882 | val_loss: 0.0311539 | Time: 3392.14 ms [2021-08-11 00:35:49 main:574] : INFO : Epoch 2017 | loss: 0.031086 | val_loss: 0.0311536 | Time: 3473.92 ms [2021-08-11 00:35:52 main:574] : INFO : Epoch 2018 | loss: 0.0310905 | val_loss: 0.031156 | Time: 3083.77 ms [2021-08-11 00:35:56 main:574] : INFO : Epoch 2019 | loss: 0.0310913 | val_loss: 0.0311525 | Time: 3420.12 ms [2021-08-11 00:35:59 main:574] : INFO : Epoch 2020 | loss: 0.0310912 | val_loss: 0.0311514 | Time: 3161.27 ms [2021-08-11 00:36:02 main:574] : INFO : Epoch 2021 | loss: 0.0310895 | val_loss: 0.0311488 | Time: 3134.51 ms [2021-08-11 00:36:05 main:574] : INFO : Epoch 2022 | loss: 0.031086 | val_loss: 0.0311512 | Time: 3026.09 ms [2021-08-11 00:36:09 main:574] : INFO : Epoch 2023 | loss: 0.0310901 | val_loss: 0.0311463 | Time: 3508.01 ms [2021-08-11 00:36:12 main:574] : INFO : Epoch 2024 | loss: 0.0310885 | val_loss: 0.0311465 | Time: 3485.02 ms [2021-08-11 00:36:16 main:574] : INFO : Epoch 2025 | loss: 0.0310861 | val_loss: 0.0311487 | Time: 3165.2 ms [2021-08-11 00:36:19 main:574] : INFO : Epoch 2026 | loss: 0.0310878 | val_loss: 0.031142 | Time: 3610.43 ms [2021-08-11 00:36:23 main:574] : INFO : Epoch 2027 | loss: 0.0310876 | val_loss: 0.0311416 | Time: 3539.24 ms [2021-08-11 00:36:26 main:574] : INFO : Epoch 2028 | loss: 0.0310877 | val_loss: 0.0311458 | Time: 3433.41 ms [2021-08-11 00:36:30 main:574] : INFO : Epoch 2029 | loss: 0.0310864 | val_loss: 0.0311463 | Time: 3525.58 ms [2021-08-11 00:36:33 main:574] : INFO : Epoch 2030 | loss: 0.0310842 | val_loss: 0.0311431 | Time: 3456.86 ms [2021-08-11 00:36:37 main:574] : INFO : Epoch 2031 | loss: 0.0310868 | val_loss: 0.0311491 | Time: 3491.65 ms [2021-08-11 00:36:40 main:574] : INFO : Epoch 2032 | loss: 0.0310974 | val_loss: 0.0311485 | Time: 3181.96 ms [2021-08-11 00:36:43 main:574] : INFO : Epoch 2033 | loss: 0.0310995 | val_loss: 0.0311497 | Time: 3006.95 ms [2021-08-11 00:36:46 main:574] : INFO : Epoch 2034 | loss: 0.0310976 | val_loss: 0.0311454 | Time: 3117.26 ms [2021-08-11 00:36:49 main:574] : INFO : Epoch 2035 | loss: 0.0310931 | val_loss: 0.0311486 | Time: 2945.72 ms [2021-08-11 00:36:52 main:574] : INFO : Epoch 2036 | loss: 0.0310906 | val_loss: 0.0311489 | Time: 3140.05 ms [2021-08-11 00:36:55 main:574] : INFO : Epoch 2037 | loss: 0.0310876 | val_loss: 0.0311507 | Time: 2945.97 ms [2021-08-11 00:36:58 main:574] : INFO : Epoch 2038 | loss: 0.031085 | val_loss: 0.031153 | Time: 2877.26 ms [2021-08-11 00:37:01 main:574] : INFO : Epoch 2039 | loss: 0.0310858 | val_loss: 0.0311523 | Time: 2913.11 ms [2021-08-11 00:37:04 main:574] : INFO : Epoch 2040 | loss: 0.03109 | val_loss: 0.031157 | Time: 2901.87 ms [2021-08-11 00:37:07 main:574] : INFO : Epoch 2041 | loss: 0.0310942 | val_loss: 0.0311547 | Time: 2884.51 ms [2021-08-11 00:37:10 main:574] : INFO : Epoch 2042 | loss: 0.0310876 | val_loss: 0.0311624 | Time: 2872.54 ms [2021-08-11 00:37:13 main:574] : INFO : Epoch 2043 | loss: 0.0310887 | val_loss: 0.0311755 | Time: 3005.1 ms [2021-08-11 00:37:16 main:574] : INFO : Epoch 2044 | loss: 0.0310923 | val_loss: 0.0311586 | Time: 2831.87 ms [2021-08-11 00:37:19 main:574] : INFO : Epoch 2045 | loss: 0.0310881 | val_loss: 0.0311539 | Time: 2852.45 ms [2021-08-11 00:37:22 main:574] : INFO : Epoch 2046 | loss: 0.0310864 | val_loss: 0.0311615 | Time: 2879.16 ms [2021-08-11 00:37:25 main:574] : INFO : Epoch 2047 | loss: 0.0310839 | val_loss: 0.0311548 | Time: 2908.56 ms [2021-08-11 00:37:28 main:574] : INFO : Epoch 2048 | loss: 0.0310868 | val_loss: 0.0311544 | Time: 2939.08 ms [2021-08-11 00:37:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311544 [2021-08-11 00:37:28 main:603] : INFO : Saving end state to config to file [2021-08-11 00:37:28 main:608] : INFO : Success, exiting.. 00:37:28 (51548): 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)