Task 7593013
| Name | ParityModified-1631731662-14892-2_0 |
| Workunit | 5249145 |
| Created | 25 Sep 2021, 22:15:07 UTC |
| Sent | 27 Sep 2021, 22:37:19 UTC |
| Report deadline | 4 Oct 2021, 22:37:19 UTC |
| Received | 28 Sep 2021, 9:22:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 39 min 54 sec |
| CPU time | 1 hours 36 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,802.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.52 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311338 | val_loss: 0.03116 | Time: 3125.11 ms [2021-09-28 01:46:32 main:574] : INFO : Epoch 1543 | loss: 0.0311344 | val_loss: 0.031161 | Time: 2833.31 ms [2021-09-28 01:46:35 main:574] : INFO : Epoch 1544 | loss: 0.0311368 | val_loss: 0.0311645 | Time: 2909.77 ms [2021-09-28 01:46:38 main:574] : INFO : Epoch 1545 | loss: 0.0311372 | val_loss: 0.0311548 | Time: 2827.63 ms [2021-09-28 01:46:41 main:574] : INFO : Epoch 1546 | loss: 0.0311367 | val_loss: 0.0311561 | Time: 2806.79 ms [2021-09-28 01:46:44 main:574] : INFO : Epoch 1547 | loss: 0.0311365 | val_loss: 0.0311574 | Time: 2822.5 ms [2021-09-28 01:46:46 main:574] : INFO : Epoch 1548 | loss: 0.0311393 | val_loss: 0.0311583 | Time: 2705.38 ms [2021-09-28 01:46:49 main:574] : INFO : Epoch 1549 | loss: 0.0311365 | val_loss: 0.0311609 | Time: 2982.98 ms [2021-09-28 01:46:52 main:574] : INFO : Epoch 1550 | loss: 0.0311354 | val_loss: 0.0311563 | Time: 2746.77 ms [2021-09-28 01:46:55 main:574] : INFO : Epoch 1551 | loss: 0.0311334 | val_loss: 0.0311577 | Time: 2800.04 ms [2021-09-28 01:46:58 main:574] : INFO : Epoch 1552 | loss: 0.0311347 | val_loss: 0.0311605 | Time: 2888.65 ms [2021-09-28 01:47:01 main:574] : INFO : Epoch 1553 | loss: 0.0311359 | val_loss: 0.0311546 | Time: 2918.35 ms [2021-09-28 01:47:04 main:574] : INFO : Epoch 1554 | loss: 0.0311333 | val_loss: 0.0311559 | Time: 2849.59 ms [2021-09-28 01:47:06 main:574] : INFO : Epoch 1555 | loss: 0.0311325 | val_loss: 0.0311598 | Time: 2819.41 ms [2021-09-28 01:47:09 main:574] : INFO : Epoch 1556 | loss: 0.0311318 | val_loss: 0.0311578 | Time: 2719.16 ms [2021-09-28 01:47:12 main:574] : INFO : Epoch 1557 | loss: 0.0311321 | val_loss: 0.0311607 | Time: 2780.87 ms [2021-09-28 01:47:15 main:574] : INFO : Epoch 1558 | loss: 0.031149 | val_loss: 0.0313363 | Time: 2860.02 ms [2021-09-28 01:47:18 main:574] : INFO : Epoch 1559 | loss: 0.0441669 | val_loss: 0.0605711 | Time: 2821.92 ms [2021-09-28 01:47:21 main:574] : INFO : Epoch 1560 | loss: 0.0577295 | val_loss: 0.0386753 | Time: 2960.97 ms [2021-09-28 01:47:23 main:574] : INFO : Epoch 1561 | loss: 0.0334683 | val_loss: 0.0316891 | Time: 2791.05 ms [2021-09-28 01:47:26 main:574] : INFO : Epoch 1562 | loss: 0.0315282 | val_loss: 0.0313383 | Time: 2873.71 ms [2021-09-28 01:47:29 main:574] : INFO : Epoch 1563 | loss: 0.0312945 | val_loss: 0.0312688 | Time: 2768.92 ms [2021-09-28 01:47:32 main:574] : INFO : Epoch 1564 | loss: 0.0312521 | val_loss: 0.031249 | Time: 2870.31 ms [2021-09-28 01:47:35 main:574] : INFO : Epoch 1565 | loss: 0.0312395 | val_loss: 0.0312415 | Time: 2826.79 ms [2021-09-28 01:47:38 main:574] : INFO : Epoch 1566 | loss: 0.031235 | val_loss: 0.0312415 | Time: 2821.48 ms [2021-09-28 01:47:41 main:574] : INFO : Epoch 1567 | loss: 0.0312316 | val_loss: 0.0312348 | Time: 2712.63 ms [2021-09-28 01:47:44 main:574] : INFO : Epoch 1568 | loss: 0.0312265 | val_loss: 0.0312317 | Time: 3029.33 ms [2021-09-28 01:47:47 main:574] : INFO : Epoch 1569 | loss: 0.031224 | val_loss: 0.0312299 | Time: 2730.77 ms [2021-09-28 01:47:50 main:574] : INFO : Epoch 1570 | loss: 0.0312222 | val_loss: 0.031227 | Time: 2731.47 ms [2021-09-28 01:47:52 main:574] : INFO : Epoch 1571 | loss: 0.0312201 | val_loss: 0.0312247 | Time: 2898.25 ms [2021-09-28 01:47:55 main:574] : INFO : Epoch 1572 | loss: 0.0312178 | val_loss: 0.0312219 | Time: 2942.38 ms [2021-09-28 01:47:58 main:574] : INFO : Epoch 1573 | loss: 0.0312153 | val_loss: 0.0312216 | Time: 2881.91 ms [2021-09-28 01:48:01 main:574] : INFO : Epoch 1574 | loss: 0.0312131 | val_loss: 0.0312164 | Time: 2902.29 ms [2021-09-28 01:48:04 main:574] : INFO : Epoch 1575 | loss: 0.0312113 | val_loss: 0.0312152 | Time: 3021.35 ms [2021-09-28 01:48:07 main:574] : INFO : Epoch 1576 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 2785.89 ms [2021-09-28 01:48:10 main:574] : INFO : Epoch 1577 | loss: 0.0312066 | val_loss: 0.0312096 | Time: 2927.08 ms [2021-09-28 01:48:13 main:574] : INFO : Epoch 1578 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 2776.63 ms [2021-09-28 01:48:16 main:574] : INFO : Epoch 1579 | loss: 0.0312021 | val_loss: 0.0312051 | Time: 2857.89 ms [2021-09-28 01:48:18 main:574] : INFO : Epoch 1580 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 2758.78 ms [2021-09-28 01:48:21 main:574] : INFO : Epoch 1581 | loss: 0.0311986 | val_loss: 0.0312007 | Time: 2833.21 ms [2021-09-28 01:48:24 main:574] : INFO : Epoch 1582 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 2911.45 ms [2021-09-28 01:48:27 main:574] : INFO : Epoch 1583 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 2794 ms [2021-09-28 01:48:30 main:574] : INFO : Epoch 1584 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 2782.01 ms [2021-09-28 01:48:33 main:574] : INFO : Epoch 1585 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 2795.21 ms [2021-09-28 01:48:36 main:574] : INFO : Epoch 1586 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 2935.24 ms [2021-09-28 01:48:38 main:574] : INFO : Epoch 1587 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 2840.35 ms [2021-09-28 01:48:41 main:574] : INFO : Epoch 1588 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 2850.98 ms [2021-09-28 01:48:44 main:574] : INFO : Epoch 1589 | loss: 0.0311907 | val_loss: 0.0311917 | Time: 2944.03 ms [2021-09-28 01:48:47 main:574] : INFO : Epoch 1590 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 2907.43 ms [2021-09-28 01:48:50 main:574] : INFO : Epoch 1591 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 2783.23 ms [2021-09-28 01:48:53 main:574] : INFO : Epoch 1592 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 3031 ms [2021-09-28 01:48:56 main:574] : INFO : Epoch 1593 | loss: 0.0311871 | val_loss: 0.0311886 | Time: 2753.32 ms [2021-09-28 01:48:59 main:574] : INFO : Epoch 1594 | loss: 0.0311867 | val_loss: 0.0311881 | Time: 2848.51 ms [2021-09-28 01:49:01 main:574] : INFO : Epoch 1595 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 2782.87 ms [2021-09-28 01:49:04 main:574] : INFO : Epoch 1596 | loss: 0.0311871 | val_loss: 0.0311898 | Time: 2803.98 ms [2021-09-28 01:49:07 main:574] : INFO : Epoch 1597 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 2933.85 ms [2021-09-28 01:49:10 main:574] : INFO : Epoch 1598 | loss: 0.0311848 | val_loss: 0.0311871 | Time: 2709.13 ms [2021-09-28 01:49:13 main:574] : INFO : Epoch 1599 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 2845.76 ms [2021-09-28 01:49:15 main:574] : INFO : Epoch 1600 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 2833.9 ms [2021-09-28 01:49:18 main:574] : INFO : Epoch 1601 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 2803.55 ms [2021-09-28 01:49:21 main:574] : INFO : Epoch 1602 | loss: 0.031185 | val_loss: 0.0311872 | Time: 2908.74 ms [2021-09-28 01:49:24 main:574] : INFO : Epoch 1603 | loss: 0.0311853 | val_loss: 0.0311845 | Time: 2834.67 ms [2021-09-28 01:49:27 main:574] : INFO : Epoch 1604 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 2843.7 ms [2021-09-28 01:49:30 main:574] : INFO : Epoch 1605 | loss: 0.0311828 | val_loss: 0.031184 | Time: 2721.12 ms [2021-09-28 01:49:32 main:574] : INFO : Epoch 1606 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 2795.09 ms [2021-09-28 01:49:35 main:574] : INFO : Epoch 1607 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 2947.74 ms [2021-09-28 01:49:38 main:574] : INFO : Epoch 1608 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 2814.01 ms [2021-09-28 01:49:41 main:574] : INFO : Epoch 1609 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 2883.33 ms [2021-09-28 01:49:44 main:574] : INFO : Epoch 1610 | loss: 0.0311834 | val_loss: 0.0311837 | Time: 2912.51 ms [2021-09-28 01:49:47 main:574] : INFO : Epoch 1611 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2906.2 ms [2021-09-28 01:49:50 main:574] : INFO : Epoch 1612 | loss: 0.031182 | val_loss: 0.0311839 | Time: 2911.83 ms [2021-09-28 01:49:53 main:574] : INFO : Epoch 1613 | loss: 0.0311814 | val_loss: 0.031183 | Time: 3000.46 ms [2021-09-28 01:49:56 main:574] : INFO : Epoch 1614 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 2839.18 ms [2021-09-28 01:49:59 main:574] : INFO : Epoch 1615 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 2879.39 ms [2021-09-28 01:50:01 main:574] : INFO : Epoch 1616 | loss: 0.0311812 | val_loss: 0.0311836 | Time: 2894.34 ms [2021-09-28 01:50:04 main:574] : INFO : Epoch 1617 | loss: 0.0311815 | val_loss: 0.0311822 | Time: 2709.13 ms [2021-09-28 01:50:07 main:574] : INFO : Epoch 1618 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 2817.35 ms [2021-09-28 01:50:10 main:574] : INFO : Epoch 1619 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2968.25 ms [2021-09-28 01:50:13 main:574] : INFO : Epoch 1620 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 2828.78 ms [2021-09-28 01:50:16 main:574] : INFO : Epoch 1621 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 2915.91 ms [2021-09-28 01:50:19 main:574] : INFO : Epoch 1622 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 2937.82 ms [2021-09-28 01:50:22 main:574] : INFO : Epoch 1623 | loss: 0.03118 | val_loss: 0.0311813 | Time: 2844.83 ms [2021-09-28 01:50:25 main:574] : INFO : Epoch 1624 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 3004.91 ms [2021-09-28 01:50:28 main:574] : INFO : Epoch 1625 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 3479.75 ms [2021-09-28 01:50:31 main:574] : INFO : Epoch 1626 | loss: 0.0311794 | val_loss: 0.031182 | Time: 2810.44 ms [2021-09-28 01:50:34 main:574] : INFO : Epoch 1627 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 2815.68 ms [2021-09-28 01:50:37 main:574] : INFO : Epoch 1628 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 2875.47 ms [2021-09-28 01:50:39 main:574] : INFO : Epoch 1629 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 2868.23 ms [2021-09-28 01:50:42 main:574] : INFO : Epoch 1630 | loss: 0.0311794 | val_loss: 0.0311806 | Time: 2801.34 ms [2021-09-28 01:50:45 main:574] : INFO : Epoch 1631 | loss: 0.031179 | val_loss: 0.0311807 | Time: 2789.93 ms [2021-09-28 01:50:48 main:574] : INFO : Epoch 1632 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 2813.76 ms [2021-09-28 01:50:51 main:574] : INFO : Epoch 1633 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 2733.48 ms [2021-09-28 01:50:54 main:574] : INFO : Epoch 1634 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 2917.04 ms [2021-09-28 01:50:56 main:574] : INFO : Epoch 1635 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 2799.49 ms [2021-09-28 01:50:59 main:574] : INFO : Epoch 1636 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 2732.01 ms [2021-09-28 01:51:02 main:574] : INFO : Epoch 1637 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 2819.05 ms [2021-09-28 01:51:05 main:574] : INFO : Epoch 1638 | loss: 0.031179 | val_loss: 0.0311796 | Time: 2769.67 ms [2021-09-28 01:51:08 main:574] : INFO : Epoch 1639 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 2828 ms [2021-09-28 01:51:10 main:574] : INFO : Epoch 1640 | loss: 0.0311783 | val_loss: 0.031179 | Time: 2869.56 ms [2021-09-28 01:51:13 main:574] : INFO : Epoch 1641 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 2805.65 ms [2021-09-28 01:51:16 main:574] : INFO : Epoch 1642 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 2922.4 ms [2021-09-28 01:51:19 main:574] : INFO : Epoch 1643 | loss: 0.0311779 | val_loss: 0.0311783 | Time: 2939.5 ms [2021-09-28 01:51:22 main:574] : INFO : Epoch 1644 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 2757.09 ms [2021-09-28 01:51:25 main:574] : INFO : Epoch 1645 | loss: 0.0311779 | val_loss: 0.031179 | Time: 2892 ms [2021-09-28 01:51:28 main:574] : INFO : Epoch 1646 | loss: 0.031178 | val_loss: 0.0311782 | Time: 2883.7 ms [2021-09-28 01:51:31 main:574] : INFO : Epoch 1647 | loss: 0.0311772 | val_loss: 0.0311787 | Time: 3009.58 ms [2021-09-28 01:51:34 main:574] : INFO : Epoch 1648 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 2964.97 ms [2021-09-28 01:51:37 main:574] : INFO : Epoch 1649 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 2955.06 ms [2021-09-28 01:51:39 main:574] : INFO : Epoch 1650 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 2709.33 ms [2021-09-28 01:51:42 main:574] : INFO : Epoch 1651 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 2779.25 ms [2021-09-28 01:51:45 main:574] : INFO : Epoch 1652 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 2833.61 ms [2021-09-28 01:51:48 main:574] : INFO : Epoch 1653 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 2750.13 ms [2021-09-28 01:51:51 main:574] : INFO : Epoch 1654 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2829.18 ms [2021-09-28 01:51:53 main:574] : INFO : Epoch 1655 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 2769.26 ms [2021-09-28 01:51:56 main:574] : INFO : Epoch 1656 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 2801.84 ms [2021-09-28 01:51:59 main:574] : INFO : Epoch 1657 | loss: 0.0311793 | val_loss: 0.0311918 | Time: 2887.76 ms [2021-09-28 01:52:02 main:574] : INFO : Epoch 1658 | loss: 0.0311824 | val_loss: 0.0311779 | Time: 2885.57 ms [2021-09-28 01:52:05 main:574] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.0311764 | Time: 2867.88 ms [2021-09-28 01:52:08 main:574] : INFO : Epoch 1660 | loss: 0.0311768 | val_loss: 0.0311758 | Time: 2780.57 ms [2021-09-28 01:52:10 main:574] : INFO : Epoch 1661 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 2831.35 ms [2021-09-28 01:52:13 main:574] : INFO : Epoch 1662 | loss: 0.0311771 | val_loss: 0.03118 | Time: 2825.09 ms [2021-09-28 01:52:16 main:574] : INFO : Epoch 1663 | loss: 0.0311769 | val_loss: 0.0311774 | Time: 2796.86 ms [2021-09-28 01:52:19 main:574] : INFO : Epoch 1664 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 2795.94 ms [2021-09-28 01:52:22 main:574] : INFO : Epoch 1665 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 2848.4 ms [2021-09-28 01:52:25 main:574] : INFO : Epoch 1666 | loss: 0.0311798 | val_loss: 0.031177 | Time: 2904.46 ms [2021-09-28 01:52:27 main:574] : INFO : Epoch 1667 | loss: 0.0311768 | val_loss: 0.031176 | Time: 2735.17 ms [2021-09-28 01:52:30 main:574] : INFO : Epoch 1668 | loss: 0.0311752 | val_loss: 0.0311745 | Time: 2930.8 ms [2021-09-28 01:52:33 main:574] : INFO : Epoch 1669 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 2866.98 ms [2021-09-28 01:52:36 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311745 | Time: 2886.29 ms [2021-09-28 01:52:39 main:574] : INFO : Epoch 1671 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 2996.32 ms [2021-09-28 01:52:42 main:574] : INFO : Epoch 1672 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 2983.71 ms [2021-09-28 01:52:45 main:574] : INFO : Epoch 1673 | loss: 0.031177 | val_loss: 0.0311786 | Time: 2759.31 ms [2021-09-28 01:52:48 main:574] : INFO : Epoch 1674 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 2802.68 ms [2021-09-28 01:52:50 main:574] : INFO : Epoch 1675 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 2823.72 ms [2021-09-28 01:52:53 main:574] : INFO : Epoch 1676 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 2869.93 ms [2021-09-28 01:52:56 main:574] : INFO : Epoch 1677 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 2815.49 ms [2021-09-28 01:52:59 main:574] : INFO : Epoch 1678 | loss: 0.031174 | val_loss: 0.0311751 | Time: 2920.7 ms [2021-09-28 01:53:02 main:574] : INFO : Epoch 1679 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 2884.9 ms [2021-09-28 01:53:05 main:574] : INFO : Epoch 1680 | loss: 0.0311733 | val_loss: 0.0311753 | Time: 2854.44 ms [2021-09-28 01:53:08 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 2812.5 ms [2021-09-28 01:53:11 main:574] : INFO : Epoch 1682 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 2891.45 ms [2021-09-28 01:53:13 main:574] : INFO : Epoch 1683 | loss: 0.0311739 | val_loss: 0.0311752 | Time: 2856.13 ms [2021-09-28 01:53:16 main:574] : INFO : Epoch 1684 | loss: 0.0311732 | val_loss: 0.0311743 | Time: 2781 ms [2021-09-28 01:53:19 main:574] : INFO : Epoch 1685 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 2864.57 ms [2021-09-28 01:53:22 main:574] : INFO : Epoch 1686 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 2820.83 ms [2021-09-28 01:53:25 main:574] : INFO : Epoch 1687 | loss: 0.0311722 | val_loss: 0.0311747 | Time: 2731.22 ms [2021-09-28 01:53:27 main:574] : INFO : Epoch 1688 | loss: 0.031174 | val_loss: 0.0311732 | Time: 2784.97 ms [2021-09-28 01:53:30 main:574] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311728 | Time: 2786.43 ms [2021-09-28 01:53:33 main:574] : INFO : Epoch 1690 | loss: 0.0311723 | val_loss: 0.0311726 | Time: 2845.19 ms [2021-09-28 01:53:36 main:574] : INFO : Epoch 1691 | loss: 0.0311739 | val_loss: 0.0311728 | Time: 2773.72 ms [2021-09-28 01:53:39 main:574] : INFO : Epoch 1692 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 2749.26 ms [2021-09-28 01:53:42 main:574] : INFO : Epoch 1693 | loss: 0.0311786 | val_loss: 0.0311721 | Time: 2930.84 ms [2021-09-28 01:53:44 main:574] : INFO : Epoch 1694 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 2747.46 ms [2021-09-28 01:53:47 main:574] : INFO : Epoch 1695 | loss: 0.0311751 | val_loss: 0.0311724 | Time: 2853.2 ms [2021-09-28 01:53:50 main:574] : INFO : Epoch 1696 | loss: 0.0311751 | val_loss: 0.0311747 | Time: 2878.78 ms [2021-09-28 01:53:53 main:574] : INFO : Epoch 1697 | loss: 0.0311735 | val_loss: 0.0311733 | Time: 2709.62 ms [2021-09-28 01:53:56 main:574] : INFO : Epoch 1698 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2921.88 ms [2021-09-28 01:53:59 main:574] : INFO : Epoch 1699 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 2897.57 ms [2021-09-28 01:54:01 main:574] : INFO : Epoch 1700 | loss: 0.0311702 | val_loss: 0.0311711 | Time: 2797.61 ms [2021-09-28 01:54:04 main:574] : INFO : Epoch 1701 | loss: 0.0311722 | val_loss: 0.0311706 | Time: 2819.78 ms [2021-09-28 01:54:07 main:574] : INFO : Epoch 1702 | loss: 0.0311713 | val_loss: 0.0311698 | Time: 2835.4 ms [2021-09-28 01:54:10 main:574] : INFO : Epoch 1703 | loss: 0.0311712 | val_loss: 0.0311712 | Time: 2893.15 ms [2021-09-28 01:54:13 main:574] : INFO : Epoch 1704 | loss: 0.031171 | val_loss: 0.0311723 | Time: 2888.82 ms [2021-09-28 01:54:16 main:574] : INFO : Epoch 1705 | loss: 0.031169 | val_loss: 0.0311709 | Time: 2796.18 ms [2021-09-28 01:54:19 main:574] : INFO : Epoch 1706 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 2818.46 ms [2021-09-28 01:54:21 main:574] : INFO : Epoch 1707 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 2777.94 ms [2021-09-28 01:54:24 main:574] : INFO : Epoch 1708 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 2915.15 ms [2021-09-28 01:54:27 main:574] : INFO : Epoch 1709 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 2804.8 ms [2021-09-28 01:54:30 main:574] : INFO : Epoch 1710 | loss: 0.0311687 | val_loss: 0.0311708 | Time: 2776.12 ms [2021-09-28 01:54:33 main:574] : INFO : Epoch 1711 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 2795.36 ms [2021-09-28 01:54:35 main:574] : INFO : Epoch 1712 | loss: 0.0311707 | val_loss: 0.0311698 | Time: 2811.16 ms [2021-09-28 01:54:38 main:574] : INFO : Epoch 1713 | loss: 0.0311692 | val_loss: 0.0311694 | Time: 2878.98 ms [2021-09-28 01:54:41 main:574] : INFO : Epoch 1714 | loss: 0.0311696 | val_loss: 0.0311695 | Time: 2877.55 ms [2021-09-28 01:54:44 main:574] : INFO : Epoch 1715 | loss: 0.0311689 | val_loss: 0.031174 | Time: 2703.66 ms [2021-09-28 01:54:47 main:574] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311702 | Time: 2831.78 ms [2021-09-28 01:54:50 main:574] : INFO : Epoch 1717 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 2850.53 ms [2021-09-28 01:54:53 main:574] : INFO : Epoch 1718 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 2979.74 ms [2021-09-28 01:54:55 main:574] : INFO : Epoch 1719 | loss: 0.0311677 | val_loss: 0.0311711 | Time: 2646.72 ms [2021-09-28 01:54:58 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311693 | Time: 2825.19 ms [2021-09-28 01:55:01 main:574] : INFO : Epoch 1721 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 2848.02 ms [2021-09-28 01:55:04 main:574] : INFO : Epoch 1722 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 2790.56 ms [2021-09-28 01:55:07 main:574] : INFO : Epoch 1723 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 2928.62 ms [2021-09-28 01:55:10 main:574] : INFO : Epoch 1724 | loss: 0.031168 | val_loss: 0.0311705 | Time: 2807.87 ms [2021-09-28 01:55:12 main:574] : INFO : Epoch 1725 | loss: 0.031169 | val_loss: 0.0311713 | Time: 2961.28 ms [2021-09-28 01:55:15 main:574] : INFO : Epoch 1726 | loss: 0.031168 | val_loss: 0.0311737 | Time: 2886.72 ms [2021-09-28 01:55:18 main:574] : INFO : Epoch 1727 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2871.41 ms [2021-09-28 01:55:21 main:574] : INFO : Epoch 1728 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 2751.21 ms [2021-09-28 01:55:24 main:574] : INFO : Epoch 1729 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 2944.51 ms [2021-09-28 01:55:27 main:574] : INFO : Epoch 1730 | loss: 0.0311699 | val_loss: 0.0311704 | Time: 2824.71 ms [2021-09-28 01:55:30 main:574] : INFO : Epoch 1731 | loss: 0.0311716 | val_loss: 0.0311721 | Time: 2782.76 ms [2021-09-28 01:55:32 main:574] : INFO : Epoch 1732 | loss: 0.0311713 | val_loss: 0.0311693 | Time: 2738.44 ms [2021-09-28 01:55:35 main:574] : INFO : Epoch 1733 | loss: 0.0311698 | val_loss: 0.0311691 | Time: 2982.03 ms [2021-09-28 01:55:38 main:574] : INFO : Epoch 1734 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 2826.06 ms [2021-09-28 01:55:41 main:574] : INFO : Epoch 1735 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 2793.7 ms [2021-09-28 01:55:44 main:574] : INFO : Epoch 1736 | loss: 0.0311678 | val_loss: 0.0311665 | Time: 2769.95 ms [2021-09-28 01:55:47 main:574] : INFO : Epoch 1737 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 2819.52 ms [2021-09-28 01:55:49 main:574] : INFO : Epoch 1738 | loss: 0.0311675 | val_loss: 0.031172 | Time: 2919.22 ms [2021-09-28 01:55:52 main:574] : INFO : Epoch 1739 | loss: 0.0311678 | val_loss: 0.0311686 | Time: 2794.85 ms [2021-09-28 01:55:55 main:574] : INFO : Epoch 1740 | loss: 0.0311636 | val_loss: 0.0311653 | Time: 2920.11 ms [2021-09-28 01:55:58 main:574] : INFO : Epoch 1741 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 2896.23 ms [2021-09-28 01:56:01 main:574] : INFO : Epoch 1742 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 2905.3 ms [2021-09-28 01:56:04 main:574] : INFO : Epoch 1743 | loss: 0.0311686 | val_loss: 0.0311627 | Time: 2832.57 ms [2021-09-28 01:56:07 main:574] : INFO : Epoch 1744 | loss: 0.0311644 | val_loss: 0.0311631 | Time: 2914.84 ms [2021-09-28 01:56:10 main:574] : INFO : Epoch 1745 | loss: 0.0311616 | val_loss: 0.0311633 | Time: 2900.09 ms [2021-09-28 01:56:12 main:574] : INFO : Epoch 1746 | loss: 0.0311625 | val_loss: 0.0311648 | Time: 2654.25 ms [2021-09-28 01:56:15 main:574] : INFO : Epoch 1747 | loss: 0.0311639 | val_loss: 0.0311629 | Time: 2832.92 ms [2021-09-28 01:56:18 main:574] : INFO : Epoch 1748 | loss: 0.031164 | val_loss: 0.0311656 | Time: 2859.31 ms [2021-09-28 01:56:21 main:574] : INFO : Epoch 1749 | loss: 0.0311648 | val_loss: 0.0311618 | Time: 2898.98 ms [2021-09-28 01:56:24 main:574] : INFO : Epoch 1750 | loss: 0.0311621 | val_loss: 0.0311593 | Time: 2838.98 ms [2021-09-28 01:56:27 main:574] : INFO : Epoch 1751 | loss: 0.0311588 | val_loss: 0.0311622 | Time: 2775.69 ms [2021-09-28 01:56:29 main:574] : INFO : Epoch 1752 | loss: 0.0311624 | val_loss: 0.0311605 | Time: 2876.26 ms [2021-09-28 01:56:32 main:574] : INFO : Epoch 1753 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 2743.62 ms [2021-09-28 01:56:35 main:574] : INFO : Epoch 1754 | loss: 0.0311599 | val_loss: 0.0311628 | Time: 2906.36 ms [2021-09-28 01:56:38 main:574] : INFO : Epoch 1755 | loss: 0.0311577 | val_loss: 0.0311601 | Time: 2869.39 ms [2021-09-28 01:56:41 main:574] : INFO : Epoch 1756 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 2821.78 ms [2021-09-28 01:56:44 main:574] : INFO : Epoch 1757 | loss: 0.0311583 | val_loss: 0.0311585 | Time: 2988.45 ms [2021-09-28 01:56:47 main:574] : INFO : Epoch 1758 | loss: 0.031156 | val_loss: 0.0311606 | Time: 2776.79 ms [2021-09-28 01:56:50 main:574] : INFO : Epoch 1759 | loss: 0.0311595 | val_loss: 0.0311578 | Time: 2864.43 ms [2021-09-28 01:56:52 main:574] : INFO : Epoch 1760 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2768.36 ms [2021-09-28 01:56:55 main:574] : INFO : Epoch 1761 | loss: 0.0311572 | val_loss: 0.0311586 | Time: 2882.4 ms [2021-09-28 01:56:58 main:574] : INFO : Epoch 1762 | loss: 0.0311582 | val_loss: 0.0311634 | Time: 3139.71 ms [2021-09-28 01:57:01 main:574] : INFO : Epoch 1763 | loss: 0.0311558 | val_loss: 0.0311615 | Time: 2914.79 ms [2021-09-28 01:57:04 main:574] : INFO : Epoch 1764 | loss: 0.0311553 | val_loss: 0.0311612 | Time: 2976.48 ms [2021-09-28 01:57:07 main:574] : INFO : Epoch 1765 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 3000.4 ms [2021-09-28 01:57:10 main:574] : INFO : Epoch 1766 | loss: 0.0311599 | val_loss: 0.0311636 | Time: 2863.27 ms [2021-09-28 01:57:13 main:574] : INFO : Epoch 1767 | loss: 0.0311573 | val_loss: 0.0311593 | Time: 2769.99 ms [2021-09-28 01:57:16 main:574] : INFO : Epoch 1768 | loss: 0.0311617 | val_loss: 0.0311627 | Time: 2961.72 ms [2021-09-28 01:57:19 main:574] : INFO : Epoch 1769 | loss: 0.0311577 | val_loss: 0.0311573 | Time: 2815.88 ms [2021-09-28 01:57:22 main:574] : INFO : Epoch 1770 | loss: 0.03116 | val_loss: 0.0311596 | Time: 2915.64 ms [2021-09-28 01:57:25 main:574] : INFO : Epoch 1771 | loss: 0.0311598 | val_loss: 0.0311637 | Time: 2870.45 ms [2021-09-28 01:57:28 main:574] : INFO : Epoch 1772 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 2938.9 ms [2021-09-28 01:57:30 main:574] : INFO : Epoch 1773 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 2795.31 ms [2021-09-28 01:57:33 main:574] : INFO : Epoch 1774 | loss: 0.0311592 | val_loss: 0.0311581 | Time: 2752.56 ms [2021-09-28 01:57:36 main:574] : INFO : Epoch 1775 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 2805.9 ms [2021-09-28 01:57:39 main:574] : INFO : Epoch 1776 | loss: 0.0311621 | val_loss: 0.0311623 | Time: 2901.91 ms [2021-09-28 01:57:42 main:574] : INFO : Epoch 1777 | loss: 0.0311553 | val_loss: 0.0311566 | Time: 2787.14 ms [2021-09-28 01:57:45 main:574] : INFO : Epoch 1778 | loss: 0.0311547 | val_loss: 0.0311587 | Time: 2907.44 ms [2021-09-28 01:57:47 main:574] : INFO : Epoch 1779 | loss: 0.0311544 | val_loss: 0.0311593 | Time: 2971.31 ms [2021-09-28 01:57:50 main:574] : INFO : Epoch 1780 | loss: 0.0311556 | val_loss: 0.0311569 | Time: 2880.13 ms [2021-09-28 01:57:53 main:574] : INFO : Epoch 1781 | loss: 0.0311535 | val_loss: 0.0311612 | Time: 2857.44 ms [2021-09-28 01:57:56 main:574] : INFO : Epoch 1782 | loss: 0.0311577 | val_loss: 0.031159 | Time: 2806.79 ms [2021-09-28 01:57:59 main:574] : INFO : Epoch 1783 | loss: 0.0311546 | val_loss: 0.0311605 | Time: 2946.98 ms [2021-09-28 01:58:02 main:574] : INFO : Epoch 1784 | loss: 0.031158 | val_loss: 0.0311628 | Time: 2798.93 ms [2021-09-28 01:58:05 main:574] : INFO : Epoch 1785 | loss: 0.0311581 | val_loss: 0.0311583 | Time: 2806.75 ms [2021-09-28 01:58:07 main:574] : INFO : Epoch 1786 | loss: 0.0311594 | val_loss: 0.0312047 | Time: 2802.62 ms [2021-09-28 01:58:10 main:574] : INFO : Epoch 1787 | loss: 0.0312232 | val_loss: 0.0311927 | Time: 2763.32 ms [2021-09-28 01:58:13 main:574] : INFO : Epoch 1788 | loss: 0.0311898 | val_loss: 0.0311832 | Time: 2861.84 ms [2021-09-28 01:58:16 main:574] : INFO : Epoch 1789 | loss: 0.0311849 | val_loss: 0.0311788 | Time: 2866.38 ms [2021-09-28 01:58:19 main:574] : INFO : Epoch 1790 | loss: 0.0311792 | val_loss: 0.0311727 | Time: 2788.1 ms [2021-09-28 01:58:22 main:574] : INFO : Epoch 1791 | loss: 0.0311747 | val_loss: 0.0311708 | Time: 2825.14 ms [2021-09-28 01:58:24 main:574] : INFO : Epoch 1792 | loss: 0.031174 | val_loss: 0.0311705 | Time: 2836.25 ms [2021-09-28 01:58:27 main:574] : INFO : Epoch 1793 | loss: 0.0311703 | val_loss: 0.0311691 | Time: 2783.94 ms [2021-09-28 01:58:30 main:574] : INFO : Epoch 1794 | loss: 0.0311697 | val_loss: 0.0311655 | Time: 2830.6 ms [2021-09-28 01:58:33 main:574] : INFO : Epoch 1795 | loss: 0.0311674 | val_loss: 0.0311695 | Time: 2839.01 ms [2021-09-28 01:58:36 main:574] : INFO : Epoch 1796 | loss: 0.0311663 | val_loss: 0.0311626 | Time: 2804.47 ms [2021-09-28 01:58:39 main:574] : INFO : Epoch 1797 | loss: 0.0311638 | val_loss: 0.0311652 | Time: 2850.32 ms [2021-09-28 01:58:41 main:574] : INFO : Epoch 1798 | loss: 0.0311673 | val_loss: 0.0311627 | Time: 2749.29 ms [2021-09-28 01:58:44 main:574] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.0311605 | Time: 2938.51 ms [2021-09-28 01:58:47 main:574] : INFO : Epoch 1800 | loss: 0.031164 | val_loss: 0.031162 | Time: 2810.01 ms [2021-09-28 01:58:50 main:574] : INFO : Epoch 1801 | loss: 0.0311657 | val_loss: 0.0311648 | Time: 2768.83 ms [2021-09-28 01:58:53 main:574] : INFO : Epoch 1802 | loss: 0.0311595 | val_loss: 0.0311613 | Time: 2858.37 ms [2021-09-28 01:58:55 main:574] : INFO : Epoch 1803 | loss: 0.0311609 | val_loss: 0.0311597 | Time: 2678.42 ms [2021-09-28 01:58:58 main:574] : INFO : Epoch 1804 | loss: 0.0311587 | val_loss: 0.0311626 | Time: 2766.1 ms [2021-09-28 01:59:01 main:574] : INFO : Epoch 1805 | loss: 0.0311596 | val_loss: 0.0311643 | Time: 2750.35 ms [2021-09-28 01:59:04 main:574] : INFO : Epoch 1806 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 2783.37 ms [2021-09-28 01:59:07 main:574] : INFO : Epoch 1807 | loss: 0.0311605 | val_loss: 0.0311581 | Time: 2836.53 ms [2021-09-28 01:59:10 main:574] : INFO : Epoch 1808 | loss: 0.0311599 | val_loss: 0.031163 | Time: 2908.06 ms [2021-09-28 01:59:12 main:574] : INFO : Epoch 1809 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 2699.91 ms [2021-09-28 01:59:15 main:574] : INFO : Epoch 1810 | loss: 0.0311591 | val_loss: 0.0311589 | Time: 2809.53 ms [2021-09-28 01:59:18 main:574] : INFO : Epoch 1811 | loss: 0.0311594 | val_loss: 0.0311571 | Time: 2718.09 ms [2021-09-28 01:59:21 main:574] : INFO : Epoch 1812 | loss: 0.0311571 | val_loss: 0.0311583 | Time: 2795.13 ms [2021-09-28 01:59:23 main:574] : INFO : Epoch 1813 | loss: 0.0311554 | val_loss: 0.0311563 | Time: 2802.09 ms [2021-09-28 01:59:26 main:574] : INFO : Epoch 1814 | loss: 0.0311553 | val_loss: 0.0311551 | Time: 2763.25 ms [2021-09-28 01:59:29 main:574] : INFO : Epoch 1815 | loss: 0.0311545 | val_loss: 0.031159 | Time: 2834.7 ms [2021-09-28 01:59:32 main:574] : INFO : Epoch 1816 | loss: 0.0311574 | val_loss: 0.0311556 | Time: 2836.36 ms [2021-09-28 01:59:35 main:574] : INFO : Epoch 1817 | loss: 0.0311573 | val_loss: 0.0311559 | Time: 2892.47 ms [2021-09-28 01:59:38 main:574] : INFO : Epoch 1818 | loss: 0.0311568 | val_loss: 0.0311545 | Time: 2838.03 ms [2021-09-28 01:59:40 main:574] : INFO : Epoch 1819 | loss: 0.0311555 | val_loss: 0.0311553 | Time: 2790.66 ms [2021-09-28 01:59:43 main:574] : INFO : Epoch 1820 | loss: 0.0311603 | val_loss: 0.0311552 | Time: 2849.83 ms [2021-09-28 01:59:46 main:574] : INFO : Epoch 1821 | loss: 0.0311699 | val_loss: 0.0311784 | Time: 2759.6 ms [2021-09-28 01:59:49 main:574] : INFO : Epoch 1822 | loss: 0.0311674 | val_loss: 0.0311592 | Time: 2906.4 ms [2021-09-28 01:59:52 main:574] : INFO : Epoch 1823 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 2857.05 ms [2021-09-28 01:59:55 main:574] : INFO : Epoch 1824 | loss: 0.031158 | val_loss: 0.0311626 | Time: 2834.58 ms [2021-09-28 01:59:57 main:574] : INFO : Epoch 1825 | loss: 0.0311597 | val_loss: 0.0311598 | Time: 2861.33 ms [2021-09-28 02:00:00 main:574] : INFO : Epoch 1826 | loss: 0.0311572 | val_loss: 0.031157 | Time: 2976.98 ms [2021-09-28 02:00:03 main:574] : INFO : Epoch 1827 | loss: 0.0311557 | val_loss: 0.0311593 | Time: 2868.55 ms [2021-09-28 02:00:06 main:574] : INFO : Epoch 1828 | loss: 0.0311551 | val_loss: 0.0311582 | Time: 2816.53 ms [2021-09-28 02:00:09 main:574] : INFO : Epoch 1829 | loss: 0.0311579 | val_loss: 0.0311735 | Time: 2767.82 ms [2021-09-28 02:00:12 main:574] : INFO : Epoch 1830 | loss: 0.031156 | val_loss: 0.0311551 | Time: 2920.54 ms [2021-09-28 02:00:15 main:574] : INFO : Epoch 1831 | loss: 0.0311547 | val_loss: 0.0311573 | Time: 2676.92 ms [2021-09-28 02:00:17 main:574] : INFO : Epoch 1832 | loss: 0.0311528 | val_loss: 0.0311554 | Time: 2819.69 ms [2021-09-28 02:00:20 main:574] : INFO : Epoch 1833 | loss: 0.0311533 | val_loss: 0.0311577 | Time: 2755.59 ms [2021-09-28 02:00:23 main:574] : INFO : Epoch 1834 | loss: 0.0311542 | val_loss: 0.0311578 | Time: 2804.59 ms [2021-09-28 02:00:26 main:574] : INFO : Epoch 1835 | loss: 0.0311565 | val_loss: 0.0311581 | Time: 2989.27 ms [2021-09-28 02:00:29 main:574] : INFO : Epoch 1836 | loss: 0.031152 | val_loss: 0.0311575 | Time: 2739.88 ms [2021-09-28 02:00:32 main:574] : INFO : Epoch 1837 | loss: 0.0311527 | val_loss: 0.0311595 | Time: 2848.67 ms [2021-09-28 02:00:34 main:574] : INFO : Epoch 1838 | loss: 0.0311533 | val_loss: 0.0311545 | Time: 2893.75 ms [2021-09-28 02:00:37 main:574] : INFO : Epoch 1839 | loss: 0.0311508 | val_loss: 0.031161 | Time: 2748.69 ms [2021-09-28 02:00:40 main:574] : INFO : Epoch 1840 | loss: 0.031155 | val_loss: 0.0311585 | Time: 2980.81 ms [2021-09-28 02:00:43 main:574] : INFO : Epoch 1841 | loss: 0.0311541 | val_loss: 0.031158 | Time: 2889.52 ms [2021-09-28 02:00:46 main:574] : INFO : Epoch 1842 | loss: 0.0311505 | val_loss: 0.0311581 | Time: 2781.98 ms [2021-09-28 02:00:49 main:574] : INFO : Epoch 1843 | loss: 0.0311498 | val_loss: 0.0311623 | Time: 2723.71 ms [2021-09-28 02:00:51 main:574] : INFO : Epoch 1844 | loss: 0.0311501 | val_loss: 0.0311566 | Time: 2783.6 ms [2021-09-28 02:00:54 main:574] : INFO : Epoch 1845 | loss: 0.0311488 | val_loss: 0.0311604 | Time: 2921.47 ms [2021-09-28 02:00:57 main:574] : INFO : Epoch 1846 | loss: 0.0311506 | val_loss: 0.0311565 | Time: 2856.56 ms [2021-09-28 02:01:00 main:574] : INFO : Epoch 1847 | loss: 0.0311489 | val_loss: 0.0311568 | Time: 2895.06 ms [2021-09-28 02:01:03 main:574] : INFO : Epoch 1848 | loss: 0.0311507 | val_loss: 0.031162 | Time: 2730.41 ms [2021-09-28 02:01:06 main:574] : INFO : Epoch 1849 | loss: 0.03115 | val_loss: 0.0311578 | Time: 2825.2 ms [2021-09-28 02:01:08 main:574] : INFO : Epoch 1850 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 2694.13 ms [2021-09-28 02:01:11 main:574] : INFO : Epoch 1851 | loss: 0.0311503 | val_loss: 0.0311554 | Time: 2688.38 ms [2021-09-28 02:01:14 main:574] : INFO : Epoch 1852 | loss: 0.0311471 | val_loss: 0.0311588 | Time: 2769.03 ms [2021-09-28 02:01:17 main:574] : INFO : Epoch 1853 | loss: 0.0311521 | val_loss: 0.0311565 | Time: 2765.08 ms [2021-09-28 02:01:19 main:574] : INFO : Epoch 1854 | loss: 0.0311506 | val_loss: 0.0311553 | Time: 2832.54 ms [2021-09-28 02:01:22 main:574] : INFO : Epoch 1855 | loss: 0.0311479 | val_loss: 0.031154 | Time: 2824.92 ms [2021-09-28 02:01:25 main:574] : INFO : Epoch 1856 | loss: 0.0311528 | val_loss: 0.0311532 | Time: 2798.05 ms [2021-09-28 02:01:28 main:574] : INFO : Epoch 1857 | loss: 0.0311476 | val_loss: 0.0311528 | Time: 2927.63 ms [2021-09-28 02:01:31 main:574] : INFO : Epoch 1858 | loss: 0.0311453 | val_loss: 0.0311556 | Time: 2914.98 ms [2021-09-28 02:01:34 main:574] : INFO : Epoch 1859 | loss: 0.0311481 | val_loss: 0.0311554 | Time: 2771.46 ms [2021-09-28 02:01:37 main:574] : INFO : Epoch 1860 | loss: 0.0311464 | val_loss: 0.0311545 | Time: 2815.19 ms [2021-09-28 02:01:39 main:574] : INFO : Epoch 1861 | loss: 0.0311462 | val_loss: 0.0311605 | Time: 2905.22 ms [2021-09-28 02:01:42 main:574] : INFO : Epoch 1862 | loss: 0.0311549 | val_loss: 0.0311616 | Time: 3024.99 ms [2021-09-28 02:01:45 main:574] : INFO : Epoch 1863 | loss: 0.0311561 | val_loss: 0.0311567 | Time: 2884.18 ms [2021-09-28 02:01:48 main:574] : INFO : Epoch 1864 | loss: 0.0311533 | val_loss: 0.0311564 | Time: 2847.14 ms [2021-09-28 02:01:51 main:574] : INFO : Epoch 1865 | loss: 0.0311524 | val_loss: 0.0311558 | Time: 2799.46 ms [2021-09-28 02:01:54 main:574] : INFO : Epoch 1866 | loss: 0.0311506 | val_loss: 0.0311571 | Time: 2850.46 ms [2021-09-28 02:01:57 main:574] : INFO : Epoch 1867 | loss: 0.0311495 | val_loss: 0.0311548 | Time: 2946.85 ms [2021-09-28 02:02:00 main:574] : INFO : Epoch 1868 | loss: 0.0311485 | val_loss: 0.031157 | Time: 2848.36 ms [2021-09-28 02:02:03 main:574] : INFO : Epoch 1869 | loss: 0.0311487 | val_loss: 0.0311522 | Time: 3024.23 ms [2021-09-28 02:02:06 main:574] : INFO : Epoch 1870 | loss: 0.0311493 | val_loss: 0.0311526 | Time: 2803.71 ms [2021-09-28 02:02:08 main:574] : INFO : Epoch 1871 | loss: 0.0311468 | val_loss: 0.0311507 | Time: 2919.23 ms [2021-09-28 02:02:11 main:574] : INFO : Epoch 1872 | loss: 0.0311473 | val_loss: 0.031153 | Time: 2937.5 ms [2021-09-28 02:02:14 main:574] : INFO : Epoch 1873 | loss: 0.0311449 | val_loss: 0.0311557 | Time: 2741.18 ms [2021-09-28 02:02:17 main:574] : INFO : Epoch 1874 | loss: 0.0311536 | val_loss: 0.0311602 | Time: 2905.19 ms [2021-09-28 02:02:20 main:574] : INFO : Epoch 1875 | loss: 0.0311504 | val_loss: 0.0311554 | Time: 3040.55 ms [2021-09-28 02:02:23 main:574] : INFO : Epoch 1876 | loss: 0.031153 | val_loss: 0.0311685 | Time: 2894.84 ms [2021-09-28 02:02:26 main:574] : INFO : Epoch 1877 | loss: 0.0311506 | val_loss: 0.0311509 | Time: 2760.12 ms [2021-09-28 02:02:29 main:574] : INFO : Epoch 1878 | loss: 0.031146 | val_loss: 0.0311809 | Time: 2771.33 ms [2021-09-28 02:02:31 main:574] : INFO : Epoch 1879 | loss: 0.0311557 | val_loss: 0.031154 | Time: 2863.74 ms [2021-09-28 02:02:34 main:574] : INFO : Epoch 1880 | loss: 0.0311473 | val_loss: 0.0311586 | Time: 2942.05 ms [2021-09-28 02:02:37 main:574] : INFO : Epoch 1881 | loss: 0.0311479 | val_loss: 0.03116 | Time: 2825.1 ms [2021-09-28 02:02:40 main:574] : INFO : Epoch 1882 | loss: 0.0311486 | val_loss: 0.0311553 | Time: 2826.25 ms [2021-09-28 02:02:43 main:574] : INFO : Epoch 1883 | loss: 0.0311469 | val_loss: 0.0311518 | Time: 2843.11 ms [2021-09-28 02:02:46 main:574] : INFO : Epoch 1884 | loss: 0.0311457 | val_loss: 0.0311548 | Time: 2836.06 ms [2021-09-28 02:02:49 main:574] : INFO : Epoch 1885 | loss: 0.0311479 | val_loss: 0.0311561 | Time: 2931.14 ms [2021-09-28 02:02:52 main:574] : INFO : Epoch 1886 | loss: 0.0311464 | val_loss: 0.0311533 | Time: 2878.79 ms [2021-09-28 02:02:54 main:574] : INFO : Epoch 1887 | loss: 0.0311458 | val_loss: 0.0311539 | Time: 2792.39 ms [2021-09-28 02:02:57 main:574] : INFO : Epoch 1888 | loss: 0.0311451 | val_loss: 0.0311541 | Time: 2905.23 ms [2021-09-28 02:03:00 main:574] : INFO : Epoch 1889 | loss: 0.0311467 | val_loss: 0.0311572 | Time: 2819.39 ms [2021-09-28 02:03:03 main:574] : INFO : Epoch 1890 | loss: 0.0311455 | val_loss: 0.0311532 | Time: 2875.51 ms [2021-09-28 02:03:06 main:574] : INFO : Epoch 1891 | loss: 0.0311485 | val_loss: 0.0311572 | Time: 2800.41 ms [2021-09-28 02:03:09 main:574] : INFO : Epoch 1892 | loss: 0.0311514 | val_loss: 0.031151 | Time: 2893.87 ms [2021-09-28 02:03:12 main:574] : INFO : Epoch 1893 | loss: 0.0311476 | val_loss: 0.0311509 | Time: 2948.87 ms [2021-09-28 02:03:14 main:574] : INFO : Epoch 1894 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 2789.87 ms [2021-09-28 02:03:17 main:574] : INFO : Epoch 1895 | loss: 0.0311443 | val_loss: 0.0311503 | Time: 2851.21 ms [2021-09-28 02:03:20 main:574] : INFO : Epoch 1896 | loss: 0.0311423 | val_loss: 0.0311492 | Time: 2762.31 ms [2021-09-28 02:03:23 main:574] : INFO : Epoch 1897 | loss: 0.0311434 | val_loss: 0.0311487 | Time: 2719.2 ms [2021-09-28 02:03:26 main:574] : INFO : Epoch 1898 | loss: 0.0311444 | val_loss: 0.031153 | Time: 2953.12 ms [2021-09-28 02:03:28 main:574] : INFO : Epoch 1899 | loss: 0.0311452 | val_loss: 0.0311495 | Time: 2683.28 ms [2021-09-28 02:03:31 main:574] : INFO : Epoch 1900 | loss: 0.0311465 | val_loss: 0.0311509 | Time: 2846.33 ms [2021-09-28 02:03:34 main:574] : INFO : Epoch 1901 | loss: 0.0311431 | val_loss: 0.0311612 | Time: 2774.24 ms [2021-09-28 02:03:37 main:574] : INFO : Epoch 1902 | loss: 0.0311469 | val_loss: 0.0311493 | Time: 2787.83 ms [2021-09-28 02:03:40 main:574] : INFO : Epoch 1903 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 2829.87 ms [2021-09-28 02:03:42 main:574] : INFO : Epoch 1904 | loss: 0.0311458 | val_loss: 0.0311531 | Time: 2772.13 ms [2021-09-28 02:03:45 main:574] : INFO : Epoch 1905 | loss: 0.0311435 | val_loss: 0.0311532 | Time: 2938.77 ms [2021-09-28 02:03:48 main:574] : INFO : Epoch 1906 | loss: 0.0311437 | val_loss: 0.031151 | Time: 2809.76 ms [2021-09-28 02:03:51 main:574] : INFO : Epoch 1907 | loss: 0.031143 | val_loss: 0.0311491 | Time: 2805.39 ms [2021-09-28 02:03:54 main:574] : INFO : Epoch 1908 | loss: 0.031151 | val_loss: 0.0311641 | Time: 2936.6 ms [2021-09-28 02:03:57 main:574] : INFO : Epoch 1909 | loss: 0.0311441 | val_loss: 0.0311487 | Time: 3017.78 ms [2021-09-28 02:04:00 main:574] : INFO : Epoch 1910 | loss: 0.0311387 | val_loss: 0.0311492 | Time: 2779.23 ms [2021-09-28 02:04:03 main:574] : INFO : Epoch 1911 | loss: 0.0311386 | val_loss: 0.0311528 | Time: 2824.63 ms [2021-09-28 02:04:05 main:574] : INFO : Epoch 1912 | loss: 0.0311448 | val_loss: 0.0311558 | Time: 2777.61 ms [2021-09-28 02:04:08 main:574] : INFO : Epoch 1913 | loss: 0.0311458 | val_loss: 0.0311519 | Time: 2744.67 ms [2021-09-28 02:04:11 main:574] : INFO : Epoch 1914 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 2747.12 ms [2021-09-28 02:04:14 main:574] : INFO : Epoch 1915 | loss: 0.0311438 | val_loss: 0.031151 | Time: 2789.93 ms [2021-09-28 02:04:17 main:574] : INFO : Epoch 1916 | loss: 0.0311415 | val_loss: 0.0311484 | Time: 2756.35 ms [2021-09-28 02:04:19 main:574] : INFO : Epoch 1917 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 2773.94 ms [2021-09-28 02:04:22 main:574] : INFO : Epoch 1918 | loss: 0.031145 | val_loss: 0.0311623 | Time: 2770.17 ms [2021-09-28 02:04:25 main:574] : INFO : Epoch 1919 | loss: 0.0311437 | val_loss: 0.0311595 | Time: 2794.22 ms [2021-09-28 02:04:28 main:574] : INFO : Epoch 1920 | loss: 0.0311408 | val_loss: 0.03115 | Time: 2828.08 ms [2021-09-28 02:04:31 main:574] : INFO : Epoch 1921 | loss: 0.0311439 | val_loss: 0.0311517 | Time: 2963.09 ms [2021-09-28 02:04:33 main:574] : INFO : Epoch 1922 | loss: 0.0311405 | val_loss: 0.0311551 | Time: 2808.25 ms [2021-09-28 02:04:36 main:574] : INFO : Epoch 1923 | loss: 0.0311443 | val_loss: 0.0311612 | Time: 2795.34 ms [2021-09-28 02:04:39 main:574] : INFO : Epoch 1924 | loss: 0.0311438 | val_loss: 0.0311534 | Time: 2818.58 ms [2021-09-28 02:04:42 main:574] : INFO : Epoch 1925 | loss: 0.031144 | val_loss: 0.0311556 | Time: 3033.93 ms [2021-09-28 02:04:45 main:574] : INFO : Epoch 1926 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 2756.89 ms [2021-09-28 02:04:48 main:574] : INFO : Epoch 1927 | loss: 0.0311515 | val_loss: 0.0311722 | Time: 2767.55 ms [2021-09-28 02:04:51 main:574] : INFO : Epoch 1928 | loss: 0.0311454 | val_loss: 0.031155 | Time: 2856.64 ms [2021-09-28 02:04:53 main:574] : INFO : Epoch 1929 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 2754.99 ms [2021-09-28 02:04:56 main:574] : INFO : Epoch 1930 | loss: 0.0311416 | val_loss: 0.0311513 | Time: 2974.28 ms [2021-09-28 02:04:59 main:574] : INFO : Epoch 1931 | loss: 0.031138 | val_loss: 0.031152 | Time: 2896.95 ms [2021-09-28 02:05:02 main:574] : INFO : Epoch 1932 | loss: 0.0311375 | val_loss: 0.0311528 | Time: 2823.35 ms [2021-09-28 02:05:05 main:574] : INFO : Epoch 1933 | loss: 0.0311392 | val_loss: 0.031157 | Time: 2816.39 ms [2021-09-28 02:05:08 main:574] : INFO : Epoch 1934 | loss: 0.031138 | val_loss: 0.031152 | Time: 2870.71 ms [2021-09-28 02:05:11 main:574] : INFO : Epoch 1935 | loss: 0.0311399 | val_loss: 0.0311525 | Time: 2759.69 ms [2021-09-28 02:05:13 main:574] : INFO : Epoch 1936 | loss: 0.0311374 | val_loss: 0.0311554 | Time: 2821.29 ms [2021-09-28 02:05:16 main:574] : INFO : Epoch 1937 | loss: 0.0311387 | val_loss: 0.0311579 | Time: 2777.09 ms [2021-09-28 02:05:19 main:574] : INFO : Epoch 1938 | loss: 0.0311409 | val_loss: 0.0311536 | Time: 2810.43 ms [2021-09-28 02:05:22 main:574] : INFO : Epoch 1939 | loss: 0.0311397 | val_loss: 0.0311535 | Time: 2842.38 ms [2021-09-28 02:05:25 main:574] : INFO : Epoch 1940 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 2826.74 ms [2021-09-28 02:05:27 main:574] : INFO : Epoch 1941 | loss: 0.0311442 | val_loss: 0.0311688 | Time: 2754.04 ms [2021-09-28 02:05:30 main:574] : INFO : Epoch 1942 | loss: 0.0311424 | val_loss: 0.0311488 | Time: 2856.75 ms [2021-09-28 02:05:33 main:574] : INFO : Epoch 1943 | loss: 0.0311382 | val_loss: 0.0311554 | Time: 2769.77 ms [2021-09-28 02:05:36 main:574] : INFO : Epoch 1944 | loss: 0.031142 | val_loss: 0.0311505 | Time: 2882.82 ms [2021-09-28 02:05:39 main:574] : INFO : Epoch 1945 | loss: 0.031142 | val_loss: 0.0311559 | Time: 2807.54 ms [2021-09-28 02:05:42 main:574] : INFO : Epoch 1946 | loss: 0.0311395 | val_loss: 0.03116 | Time: 2870.22 ms [2021-09-28 02:05:44 main:574] : INFO : Epoch 1947 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 2839.25 ms [2021-09-28 02:05:47 main:574] : INFO : Epoch 1948 | loss: 0.0311435 | val_loss: 0.0311525 | Time: 2789.27 ms [2021-09-28 02:05:50 main:574] : INFO : Epoch 1949 | loss: 0.0311436 | val_loss: 0.0311501 | Time: 2937.3 ms [2021-09-28 02:05:53 main:574] : INFO : Epoch 1950 | loss: 0.0311431 | val_loss: 0.0311502 | Time: 2923.87 ms [2021-09-28 02:05:56 main:574] : INFO : Epoch 1951 | loss: 0.0311373 | val_loss: 0.0311525 | Time: 2951.42 ms [2021-09-28 02:05:59 main:574] : INFO : Epoch 1952 | loss: 0.0311392 | val_loss: 0.0311609 | Time: 2948.9 ms [2021-09-28 02:06:02 main:574] : INFO : Epoch 1953 | loss: 0.0311396 | val_loss: 0.0311528 | Time: 2860.38 ms [2021-09-28 02:06:05 main:574] : INFO : Epoch 1954 | loss: 0.0311399 | val_loss: 0.0311541 | Time: 2896.05 ms [2021-09-28 02:06:08 main:574] : INFO : Epoch 1955 | loss: 0.031138 | val_loss: 0.0311545 | Time: 2905.27 ms [2021-09-28 02:06:11 main:574] : INFO : Epoch 1956 | loss: 0.0311378 | val_loss: 0.0311508 | Time: 2874.75 ms [2021-09-28 02:06:13 main:574] : INFO : Epoch 1957 | loss: 0.031134 | val_loss: 0.0311499 | Time: 2820.04 ms [2021-09-28 02:06:16 main:574] : INFO : Epoch 1958 | loss: 0.0311381 | val_loss: 0.0311553 | Time: 2917.69 ms [2021-09-28 02:06:19 main:574] : INFO : Epoch 1959 | loss: 0.0311401 | val_loss: 0.0311541 | Time: 2790.34 ms [2021-09-28 02:06:22 main:574] : INFO : Epoch 1960 | loss: 0.0311406 | val_loss: 0.0311494 | Time: 2724.72 ms [2021-09-28 02:06:25 main:574] : INFO : Epoch 1961 | loss: 0.0311407 | val_loss: 0.031163 | Time: 2791.28 ms [2021-09-28 02:06:27 main:574] : INFO : Epoch 1962 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 2807.66 ms [2021-09-28 02:06:30 main:574] : INFO : Epoch 1963 | loss: 0.0311408 | val_loss: 0.0311537 | Time: 2653.9 ms [2021-09-28 02:06:33 main:574] : INFO : Epoch 1964 | loss: 0.0311395 | val_loss: 0.0311498 | Time: 2796.27 ms [2021-09-28 02:06:36 main:574] : INFO : Epoch 1965 | loss: 0.0311351 | val_loss: 0.0311469 | Time: 2785.7 ms [2021-09-28 02:06:39 main:574] : INFO : Epoch 1966 | loss: 0.0311378 | val_loss: 0.0311482 | Time: 2804.77 ms [2021-09-28 02:06:41 main:574] : INFO : Epoch 1967 | loss: 0.0311381 | val_loss: 0.0311504 | Time: 2747.83 ms [2021-09-28 02:06:44 main:574] : INFO : Epoch 1968 | loss: 0.0311362 | val_loss: 0.0311492 | Time: 2822.55 ms [2021-09-28 02:06:47 main:574] : INFO : Epoch 1969 | loss: 0.0311347 | val_loss: 0.0311497 | Time: 2866.96 ms [2021-09-28 02:06:50 main:574] : INFO : Epoch 1970 | loss: 0.0311336 | val_loss: 0.031152 | Time: 2869.3 ms [2021-09-28 02:06:53 main:574] : INFO : Epoch 1971 | loss: 0.0311379 | val_loss: 0.0311659 | Time: 2784.84 ms [2021-09-28 02:06:56 main:574] : INFO : Epoch 1972 | loss: 0.0311409 | val_loss: 0.0311518 | Time: 2854.49 ms [2021-09-28 02:06:58 main:574] : INFO : Epoch 1973 | loss: 0.0311413 | val_loss: 0.0311505 | Time: 2854.23 ms [2021-09-28 02:07:01 main:574] : INFO : Epoch 1974 | loss: 0.031143 | val_loss: 0.0311503 | Time: 2850.65 ms [2021-09-28 02:07:04 main:574] : INFO : Epoch 1975 | loss: 0.0311499 | val_loss: 0.0311599 | Time: 2797.11 ms [2021-09-28 02:07:07 main:574] : INFO : Epoch 1976 | loss: 0.0311538 | val_loss: 0.0311604 | Time: 2651.97 ms [2021-09-28 02:07:10 main:574] : INFO : Epoch 1977 | loss: 0.0311555 | val_loss: 0.031158 | Time: 2937.8 ms [2021-09-28 02:07:12 main:574] : INFO : Epoch 1978 | loss: 0.0311546 | val_loss: 0.0311541 | Time: 2793.94 ms [2021-09-28 02:07:15 main:574] : INFO : Epoch 1979 | loss: 0.0311471 | val_loss: 0.0311539 | Time: 2845.38 ms [2021-09-28 02:07:18 main:574] : INFO : Epoch 1980 | loss: 0.0311473 | val_loss: 0.0311573 | Time: 2911.18 ms [2021-09-28 02:07:21 main:574] : INFO : Epoch 1981 | loss: 0.031148 | val_loss: 0.0311574 | Time: 2846.07 ms [2021-09-28 02:07:24 main:574] : INFO : Epoch 1982 | loss: 0.0311455 | val_loss: 0.0311531 | Time: 2873.76 ms [2021-09-28 02:07:27 main:574] : INFO : Epoch 1983 | loss: 0.0311399 | val_loss: 0.0311485 | Time: 2689.44 ms [2021-09-28 02:07:30 main:574] : INFO : Epoch 1984 | loss: 0.0311502 | val_loss: 0.0311639 | Time: 2838.64 ms [2021-09-28 02:07:32 main:574] : INFO : Epoch 1985 | loss: 0.0311601 | val_loss: 0.0311631 | Time: 2775.66 ms [2021-09-28 02:07:35 main:574] : INFO : Epoch 1986 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 2749.11 ms [2021-09-28 02:07:38 main:574] : INFO : Epoch 1987 | loss: 0.0311537 | val_loss: 0.0311641 | Time: 2891.89 ms [2021-09-28 02:07:41 main:574] : INFO : Epoch 1988 | loss: 0.0311538 | val_loss: 0.0311619 | Time: 2779.12 ms [2021-09-28 02:07:44 main:574] : INFO : Epoch 1989 | loss: 0.0311523 | val_loss: 0.0311599 | Time: 2984.91 ms [2021-09-28 02:07:47 main:574] : INFO : Epoch 1990 | loss: 0.0311523 | val_loss: 0.0311594 | Time: 2778.1 ms [2021-09-28 02:07:49 main:574] : INFO : Epoch 1991 | loss: 0.0311503 | val_loss: 0.0311592 | Time: 2760.65 ms [2021-09-28 02:07:52 main:574] : INFO : Epoch 1992 | loss: 0.0311474 | val_loss: 0.0311575 | Time: 2842.95 ms [2021-09-28 02:07:55 main:574] : INFO : Epoch 1993 | loss: 0.0311482 | val_loss: 0.0311592 | Time: 2740.5 ms [2021-09-28 02:07:58 main:574] : INFO : Epoch 1994 | loss: 0.0311489 | val_loss: 0.0311555 | Time: 2712.97 ms [2021-09-28 02:08:00 main:574] : INFO : Epoch 1995 | loss: 0.0311507 | val_loss: 0.0311622 | Time: 2806.77 ms [2021-09-28 02:08:03 main:574] : INFO : Epoch 1996 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 2694.71 ms [2021-09-28 02:08:06 main:574] : INFO : Epoch 1997 | loss: 0.0311502 | val_loss: 0.0311555 | Time: 2740.9 ms [2021-09-28 02:08:09 main:574] : INFO : Epoch 1998 | loss: 0.0311454 | val_loss: 0.0311557 | Time: 2806.77 ms [2021-09-28 02:08:11 main:574] : INFO : Epoch 1999 | loss: 0.0311475 | val_loss: 0.0311636 | Time: 2771.8 ms [2021-09-28 02:08:14 main:574] : INFO : Epoch 2000 | loss: 0.0311562 | val_loss: 0.0311534 | Time: 3000.06 ms [2021-09-28 02:08:17 main:574] : INFO : Epoch 2001 | loss: 0.03115 | val_loss: 0.031154 | Time: 2784.99 ms [2021-09-28 02:08:20 main:574] : INFO : Epoch 2002 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 2843.52 ms [2021-09-28 02:08:23 main:574] : INFO : Epoch 2003 | loss: 0.0311468 | val_loss: 0.0311581 | Time: 2824.88 ms [2021-09-28 02:08:26 main:574] : INFO : Epoch 2004 | loss: 0.0311448 | val_loss: 0.0311522 | Time: 2754.54 ms [2021-09-28 02:08:29 main:574] : INFO : Epoch 2005 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 2852.71 ms [2021-09-28 02:08:31 main:574] : INFO : Epoch 2006 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 2744.11 ms [2021-09-28 02:08:34 main:574] : INFO : Epoch 2007 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 2896.51 ms [2021-09-28 02:08:37 main:574] : INFO : Epoch 2008 | loss: 0.0311446 | val_loss: 0.0311757 | Time: 2731.33 ms [2021-09-28 02:08:40 main:574] : INFO : Epoch 2009 | loss: 0.0311473 | val_loss: 0.0311585 | Time: 2752.99 ms [2021-09-28 02:08:43 main:574] : INFO : Epoch 2010 | loss: 0.0311444 | val_loss: 0.0311517 | Time: 2953.34 ms [2021-09-28 02:08:46 main:574] : INFO : Epoch 2011 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 2861.33 ms [2021-09-28 02:08:48 main:574] : INFO : Epoch 2012 | loss: 0.0311484 | val_loss: 0.0311534 | Time: 2772.33 ms [2021-09-28 02:08:51 main:574] : INFO : Epoch 2013 | loss: 0.0311462 | val_loss: 0.031156 | Time: 2843.51 ms [2021-09-28 02:08:54 main:574] : INFO : Epoch 2014 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 2826.81 ms [2021-09-28 02:08:57 main:574] : INFO : Epoch 2015 | loss: 0.0311493 | val_loss: 0.0311558 | Time: 2781.79 ms [2021-09-28 02:09:00 main:574] : INFO : Epoch 2016 | loss: 0.0311431 | val_loss: 0.0311581 | Time: 2915.43 ms [2021-09-28 02:09:03 main:574] : INFO : Epoch 2017 | loss: 0.031144 | val_loss: 0.0311645 | Time: 2887.19 ms [2021-09-28 02:09:05 main:574] : INFO : Epoch 2018 | loss: 0.0311491 | val_loss: 0.0311515 | Time: 2860.79 ms [2021-09-28 02:09:08 main:574] : INFO : Epoch 2019 | loss: 0.0311427 | val_loss: 0.0311508 | Time: 2763.84 ms [2021-09-28 02:09:11 main:574] : INFO : Epoch 2020 | loss: 0.0311435 | val_loss: 0.0311507 | Time: 2825.04 ms [2021-09-28 02:09:14 main:574] : INFO : Epoch 2021 | loss: 0.0311399 | val_loss: 0.0311517 | Time: 2815.49 ms [2021-09-28 02:09:17 main:574] : INFO : Epoch 2022 | loss: 0.0311407 | val_loss: 0.0311514 | Time: 2955.3 ms [2021-09-28 02:09:20 main:574] : INFO : Epoch 2023 | loss: 0.0311378 | val_loss: 0.031152 | Time: 2837.09 ms [2021-09-28 02:09:23 main:574] : INFO : Epoch 2024 | loss: 0.0311397 | val_loss: 0.0311519 | Time: 2842.71 ms [2021-09-28 02:09:25 main:574] : INFO : Epoch 2025 | loss: 0.031142 | val_loss: 0.0311526 | Time: 2902.6 ms [2021-09-28 02:09:28 main:574] : INFO : Epoch 2026 | loss: 0.0311387 | val_loss: 0.0311548 | Time: 2758.7 ms [2021-09-28 02:09:31 main:574] : INFO : Epoch 2027 | loss: 0.0311425 | val_loss: 0.0311558 | Time: 3035.38 ms [2021-09-28 02:09:34 main:574] : INFO : Epoch 2028 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 2931.32 ms [2021-09-28 02:09:37 main:574] : INFO : Epoch 2029 | loss: 0.0311441 | val_loss: 0.0311576 | Time: 3145.77 ms [2021-09-28 02:09:40 main:574] : INFO : Epoch 2030 | loss: 0.0311467 | val_loss: 0.0311611 | Time: 2928.62 ms [2021-09-28 02:09:43 main:574] : INFO : Epoch 2031 | loss: 0.0311538 | val_loss: 0.0311668 | Time: 3029.73 ms [2021-09-28 02:09:46 main:574] : INFO : Epoch 2032 | loss: 0.0311532 | val_loss: 0.0311632 | Time: 2711.75 ms [2021-09-28 02:09:49 main:574] : INFO : Epoch 2033 | loss: 0.0311537 | val_loss: 0.0311564 | Time: 2903.94 ms [2021-09-28 02:09:52 main:574] : INFO : Epoch 2034 | loss: 0.0311459 | val_loss: 0.0311566 | Time: 2789.26 ms [2021-09-28 02:09:55 main:574] : INFO : Epoch 2035 | loss: 0.0311426 | val_loss: 0.0311548 | Time: 2821.13 ms [2021-09-28 02:09:58 main:574] : INFO : Epoch 2036 | loss: 0.0311462 | val_loss: 0.0311605 | Time: 2942.39 ms [2021-09-28 02:10:00 main:574] : INFO : Epoch 2037 | loss: 0.0311423 | val_loss: 0.0311554 | Time: 2787.59 ms [2021-09-28 02:10:03 main:574] : INFO : Epoch 2038 | loss: 0.0311419 | val_loss: 0.0311556 | Time: 2826.01 ms [2021-09-28 02:10:06 main:574] : INFO : Epoch 2039 | loss: 0.0311411 | val_loss: 0.0311543 | Time: 2808.41 ms [2021-09-28 02:10:09 main:574] : INFO : Epoch 2040 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 2876.18 ms [2021-09-28 02:10:12 main:574] : INFO : Epoch 2041 | loss: 0.0311483 | val_loss: 0.0311524 | Time: 2857.94 ms [2021-09-28 02:10:14 main:574] : INFO : Epoch 2042 | loss: 0.0311486 | val_loss: 0.0311571 | Time: 2726.44 ms [2021-09-28 02:10:17 main:574] : INFO : Epoch 2043 | loss: 0.0311518 | val_loss: 0.0311709 | Time: 2845.38 ms [2021-09-28 02:10:20 main:574] : INFO : Epoch 2044 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 2745.16 ms [2021-09-28 02:10:23 main:574] : INFO : Epoch 2045 | loss: 0.0311458 | val_loss: 0.0311569 | Time: 2736.63 ms [2021-09-28 02:10:26 main:574] : INFO : Epoch 2046 | loss: 0.0311473 | val_loss: 0.0311645 | Time: 2850.38 ms [2021-09-28 02:10:28 main:574] : INFO : Epoch 2047 | loss: 0.0311429 | val_loss: 0.0311549 | Time: 2713.16 ms [2021-09-28 02:10:31 main:574] : INFO : Epoch 2048 | loss: 0.0311476 | val_loss: 0.0311535 | Time: 2897.19 ms [2021-09-28 02:10:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311535 [2021-09-28 02:10:31 main:603] : INFO : Saving end state to config to file [2021-09-28 02:10:31 main:608] : INFO : Success, exiting.. 02:10:31 (10936): 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)