Task 6505794
| Name | ParityMachine-1627983224-23980-0_1 |
| Workunit | 4069398 |
| Created | 9 Aug 2021, 21:09:33 UTC |
| Sent | 10 Aug 2021, 5:41:30 UTC |
| Report deadline | 18 Aug 2021, 5:41:30 UTC |
| Received | 10 Aug 2021, 16:27:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 40 min 15 sec |
| CPU time | 2 hours 30 min 19 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 | 2.77 GB |
| Peak swap size | 4.97 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> :02:46 main:574] : INFO : Epoch 1542 | loss: 0.0309824 | val_loss: 0.0313366 | Time: 2981.67 ms [2021-08-10 12:02:49 main:574] : INFO : Epoch 1543 | loss: 0.0309926 | val_loss: 0.0313101 | Time: 2875.62 ms [2021-08-10 12:02:52 main:574] : INFO : Epoch 1544 | loss: 0.030974 | val_loss: 0.0312953 | Time: 2853.06 ms [2021-08-10 12:02:55 main:574] : INFO : Epoch 1545 | loss: 0.0309766 | val_loss: 0.0313157 | Time: 2801.85 ms [2021-08-10 12:02:58 main:574] : INFO : Epoch 1546 | loss: 0.0309794 | val_loss: 0.031292 | Time: 2867.42 ms [2021-08-10 12:03:00 main:574] : INFO : Epoch 1547 | loss: 0.0309764 | val_loss: 0.03131 | Time: 2854.9 ms [2021-08-10 12:03:03 main:574] : INFO : Epoch 1548 | loss: 0.0309678 | val_loss: 0.0312891 | Time: 2822.62 ms [2021-08-10 12:03:06 main:574] : INFO : Epoch 1549 | loss: 0.0309809 | val_loss: 0.0312984 | Time: 2877.57 ms [2021-08-10 12:03:09 main:574] : INFO : Epoch 1550 | loss: 0.0309773 | val_loss: 0.0313209 | Time: 2792.92 ms [2021-08-10 12:03:12 main:574] : INFO : Epoch 1551 | loss: 0.0309724 | val_loss: 0.0312982 | Time: 2796.18 ms [2021-08-10 12:03:15 main:574] : INFO : Epoch 1552 | loss: 0.0309799 | val_loss: 0.0312988 | Time: 2783.11 ms [2021-08-10 12:03:17 main:574] : INFO : Epoch 1553 | loss: 0.0309727 | val_loss: 0.0313044 | Time: 2828.49 ms [2021-08-10 12:03:20 main:574] : INFO : Epoch 1554 | loss: 0.030972 | val_loss: 0.0313137 | Time: 2854.5 ms [2021-08-10 12:03:23 main:574] : INFO : Epoch 1555 | loss: 0.0309783 | val_loss: 0.0313037 | Time: 2731.84 ms [2021-08-10 12:03:26 main:574] : INFO : Epoch 1556 | loss: 0.0309805 | val_loss: 0.0313074 | Time: 2796.88 ms [2021-08-10 12:03:29 main:574] : INFO : Epoch 1557 | loss: 0.0309754 | val_loss: 0.031311 | Time: 2911.07 ms [2021-08-10 12:03:32 main:574] : INFO : Epoch 1558 | loss: 0.0309751 | val_loss: 0.0312863 | Time: 2786.87 ms [2021-08-10 12:03:34 main:574] : INFO : Epoch 1559 | loss: 0.0309742 | val_loss: 0.0313105 | Time: 2873.14 ms [2021-08-10 12:03:37 main:574] : INFO : Epoch 1560 | loss: 0.0309789 | val_loss: 0.0313346 | Time: 2864.66 ms [2021-08-10 12:03:40 main:574] : INFO : Epoch 1561 | loss: 0.0309763 | val_loss: 0.0313127 | Time: 2891.47 ms [2021-08-10 12:03:43 main:574] : INFO : Epoch 1562 | loss: 0.0309813 | val_loss: 0.0313202 | Time: 2964.99 ms [2021-08-10 12:03:46 main:574] : INFO : Epoch 1563 | loss: 0.030981 | val_loss: 0.0313248 | Time: 2800.94 ms [2021-08-10 12:03:49 main:574] : INFO : Epoch 1564 | loss: 0.030974 | val_loss: 0.0312965 | Time: 2932.59 ms [2021-08-10 12:03:52 main:574] : INFO : Epoch 1565 | loss: 0.0309764 | val_loss: 0.0313253 | Time: 2859.29 ms [2021-08-10 12:03:55 main:574] : INFO : Epoch 1566 | loss: 0.0309715 | val_loss: 0.0313209 | Time: 2791.33 ms [2021-08-10 12:03:58 main:574] : INFO : Epoch 1567 | loss: 0.0309721 | val_loss: 0.0313176 | Time: 2898.62 ms [2021-08-10 12:04:01 main:574] : INFO : Epoch 1568 | loss: 0.0309807 | val_loss: 0.0313321 | Time: 2873.68 ms [2021-08-10 12:04:04 main:574] : INFO : Epoch 1569 | loss: 0.0310268 | val_loss: 0.0312397 | Time: 2776.05 ms [2021-08-10 12:04:06 main:574] : INFO : Epoch 1570 | loss: 0.0310045 | val_loss: 0.0313131 | Time: 2779.06 ms [2021-08-10 12:04:09 main:574] : INFO : Epoch 1571 | loss: 0.0309801 | val_loss: 0.0313124 | Time: 2775.1 ms [2021-08-10 12:04:12 main:574] : INFO : Epoch 1572 | loss: 0.0309734 | val_loss: 0.0313137 | Time: 2825.75 ms [2021-08-10 12:04:15 main:574] : INFO : Epoch 1573 | loss: 0.0309771 | val_loss: 0.0312763 | Time: 2809.53 ms [2021-08-10 12:04:18 main:574] : INFO : Epoch 1574 | loss: 0.0310455 | val_loss: 0.0312526 | Time: 2971.66 ms [2021-08-10 12:04:21 main:574] : INFO : Epoch 1575 | loss: 0.0310042 | val_loss: 0.031278 | Time: 3007.86 ms [2021-08-10 12:04:24 main:574] : INFO : Epoch 1576 | loss: 0.0309782 | val_loss: 0.0312937 | Time: 2783.49 ms [2021-08-10 12:04:27 main:574] : INFO : Epoch 1577 | loss: 0.0309756 | val_loss: 0.0313228 | Time: 2893.39 ms [2021-08-10 12:04:29 main:574] : INFO : Epoch 1578 | loss: 0.0309801 | val_loss: 0.0313638 | Time: 2901.08 ms [2021-08-10 12:04:32 main:574] : INFO : Epoch 1579 | loss: 0.030986 | val_loss: 0.0313448 | Time: 2851.8 ms [2021-08-10 12:04:35 main:574] : INFO : Epoch 1580 | loss: 0.0309865 | val_loss: 0.0313456 | Time: 2802.35 ms [2021-08-10 12:04:38 main:574] : INFO : Epoch 1581 | loss: 0.0309819 | val_loss: 0.0313602 | Time: 2802.39 ms [2021-08-10 12:04:41 main:574] : INFO : Epoch 1582 | loss: 0.0309785 | val_loss: 0.0313508 | Time: 2782.68 ms [2021-08-10 12:04:44 main:574] : INFO : Epoch 1583 | loss: 0.0309778 | val_loss: 0.031316 | Time: 2912.69 ms [2021-08-10 12:04:47 main:574] : INFO : Epoch 1584 | loss: 0.0309718 | val_loss: 0.0313124 | Time: 3153.14 ms [2021-08-10 12:04:50 main:574] : INFO : Epoch 1585 | loss: 0.0309761 | val_loss: 0.0312818 | Time: 2973.88 ms [2021-08-10 12:04:53 main:574] : INFO : Epoch 1586 | loss: 0.0309832 | val_loss: 0.0312663 | Time: 2915.56 ms [2021-08-10 12:04:56 main:574] : INFO : Epoch 1587 | loss: 0.0309944 | val_loss: 0.0312524 | Time: 2993.26 ms [2021-08-10 12:04:59 main:574] : INFO : Epoch 1588 | loss: 0.0309842 | val_loss: 0.0313054 | Time: 2874.22 ms [2021-08-10 12:05:01 main:574] : INFO : Epoch 1589 | loss: 0.0309848 | val_loss: 0.0312813 | Time: 2867.35 ms [2021-08-10 12:05:04 main:574] : INFO : Epoch 1590 | loss: 0.0309875 | val_loss: 0.0313104 | Time: 2848.81 ms [2021-08-10 12:05:07 main:574] : INFO : Epoch 1591 | loss: 0.0309658 | val_loss: 0.0313474 | Time: 2766.38 ms [2021-08-10 12:05:10 main:574] : INFO : Epoch 1592 | loss: 0.0309877 | val_loss: 0.0312303 | Time: 2806.82 ms [2021-08-10 12:05:13 main:574] : INFO : Epoch 1593 | loss: 0.0309959 | val_loss: 0.0313122 | Time: 2833.12 ms [2021-08-10 12:05:16 main:574] : INFO : Epoch 1594 | loss: 0.0309759 | val_loss: 0.0312935 | Time: 2889.91 ms [2021-08-10 12:05:19 main:574] : INFO : Epoch 1595 | loss: 0.0309757 | val_loss: 0.0312986 | Time: 2924.05 ms [2021-08-10 12:05:22 main:574] : INFO : Epoch 1596 | loss: 0.030963 | val_loss: 0.031301 | Time: 2868.06 ms [2021-08-10 12:05:25 main:574] : INFO : Epoch 1597 | loss: 0.0309662 | val_loss: 0.0312933 | Time: 2850.58 ms [2021-08-10 12:05:28 main:574] : INFO : Epoch 1598 | loss: 0.03097 | val_loss: 0.0312818 | Time: 2829.62 ms [2021-08-10 12:05:30 main:574] : INFO : Epoch 1599 | loss: 0.0309921 | val_loss: 0.0312874 | Time: 2808.23 ms [2021-08-10 12:05:33 main:574] : INFO : Epoch 1600 | loss: 0.0309962 | val_loss: 0.0312762 | Time: 2772.81 ms [2021-08-10 12:05:36 main:574] : INFO : Epoch 1601 | loss: 0.0309909 | val_loss: 0.031252 | Time: 2835.74 ms [2021-08-10 12:05:39 main:574] : INFO : Epoch 1602 | loss: 0.0309958 | val_loss: 0.0312871 | Time: 2895.38 ms [2021-08-10 12:05:42 main:574] : INFO : Epoch 1603 | loss: 0.0309776 | val_loss: 0.0313496 | Time: 2754.02 ms [2021-08-10 12:05:45 main:574] : INFO : Epoch 1604 | loss: 0.0309684 | val_loss: 0.0313012 | Time: 2889.22 ms [2021-08-10 12:05:48 main:574] : INFO : Epoch 1605 | loss: 0.0309768 | val_loss: 0.0312765 | Time: 3014.3 ms [2021-08-10 12:05:50 main:574] : INFO : Epoch 1606 | loss: 0.0309751 | val_loss: 0.0312882 | Time: 2818.63 ms [2021-08-10 12:05:53 main:574] : INFO : Epoch 1607 | loss: 0.0309678 | val_loss: 0.031338 | Time: 2832.2 ms [2021-08-10 12:05:56 main:574] : INFO : Epoch 1608 | loss: 0.0309742 | val_loss: 0.0313277 | Time: 2966.59 ms [2021-08-10 12:05:59 main:574] : INFO : Epoch 1609 | loss: 0.0309817 | val_loss: 0.03133 | Time: 2785.27 ms [2021-08-10 12:06:02 main:574] : INFO : Epoch 1610 | loss: 0.0309782 | val_loss: 0.0313164 | Time: 2780.73 ms [2021-08-10 12:06:05 main:574] : INFO : Epoch 1611 | loss: 0.0309752 | val_loss: 0.0313207 | Time: 2832.28 ms [2021-08-10 12:06:08 main:574] : INFO : Epoch 1612 | loss: 0.0309786 | val_loss: 0.0313312 | Time: 2900.4 ms [2021-08-10 12:06:10 main:574] : INFO : Epoch 1613 | loss: 0.0309708 | val_loss: 0.0313317 | Time: 2834.62 ms [2021-08-10 12:06:13 main:574] : INFO : Epoch 1614 | loss: 0.0309708 | val_loss: 0.031349 | Time: 2724.62 ms [2021-08-10 12:06:16 main:574] : INFO : Epoch 1615 | loss: 0.0309801 | val_loss: 0.0313576 | Time: 2938.02 ms [2021-08-10 12:06:19 main:574] : INFO : Epoch 1616 | loss: 0.0309768 | val_loss: 0.0313115 | Time: 2965.71 ms [2021-08-10 12:06:22 main:574] : INFO : Epoch 1617 | loss: 0.030979 | val_loss: 0.0312944 | Time: 2925.78 ms [2021-08-10 12:06:25 main:574] : INFO : Epoch 1618 | loss: 0.0309821 | val_loss: 0.0312564 | Time: 2867.97 ms [2021-08-10 12:06:28 main:574] : INFO : Epoch 1619 | loss: 0.0309794 | val_loss: 0.0312883 | Time: 2905.15 ms [2021-08-10 12:06:31 main:574] : INFO : Epoch 1620 | loss: 0.0309771 | val_loss: 0.0313255 | Time: 2916.93 ms [2021-08-10 12:06:34 main:574] : INFO : Epoch 1621 | loss: 0.0309784 | val_loss: 0.0313107 | Time: 2880.91 ms [2021-08-10 12:06:37 main:574] : INFO : Epoch 1622 | loss: 0.0309681 | val_loss: 0.0312947 | Time: 2855.94 ms [2021-08-10 12:06:40 main:574] : INFO : Epoch 1623 | loss: 0.0309686 | val_loss: 0.0312994 | Time: 2878.52 ms [2021-08-10 12:06:43 main:574] : INFO : Epoch 1624 | loss: 0.0309871 | val_loss: 0.0312832 | Time: 2898.09 ms [2021-08-10 12:06:46 main:574] : INFO : Epoch 1625 | loss: 0.030981 | val_loss: 0.0313028 | Time: 2901.43 ms [2021-08-10 12:06:48 main:574] : INFO : Epoch 1626 | loss: 0.0309718 | val_loss: 0.031293 | Time: 2803.69 ms [2021-08-10 12:06:51 main:574] : INFO : Epoch 1627 | loss: 0.0309734 | val_loss: 0.0312648 | Time: 2856.84 ms [2021-08-10 12:06:54 main:574] : INFO : Epoch 1628 | loss: 0.0309749 | val_loss: 0.031313 | Time: 2795.9 ms [2021-08-10 12:06:57 main:574] : INFO : Epoch 1629 | loss: 0.0309716 | val_loss: 0.0313489 | Time: 2772.48 ms [2021-08-10 12:07:00 main:574] : INFO : Epoch 1630 | loss: 0.0309756 | val_loss: 0.031308 | Time: 2757.87 ms [2021-08-10 12:07:02 main:574] : INFO : Epoch 1631 | loss: 0.0309722 | val_loss: 0.0313244 | Time: 2741.64 ms [2021-08-10 12:07:05 main:574] : INFO : Epoch 1632 | loss: 0.0309735 | val_loss: 0.0313276 | Time: 2836.83 ms [2021-08-10 12:07:08 main:574] : INFO : Epoch 1633 | loss: 0.0309844 | val_loss: 0.0313675 | Time: 2788.5 ms [2021-08-10 12:07:11 main:574] : INFO : Epoch 1634 | loss: 0.0309797 | val_loss: 0.0312972 | Time: 2866.72 ms [2021-08-10 12:07:14 main:574] : INFO : Epoch 1635 | loss: 0.0309688 | val_loss: 0.0313058 | Time: 2830.55 ms [2021-08-10 12:07:17 main:574] : INFO : Epoch 1636 | loss: 0.0309927 | val_loss: 0.0312943 | Time: 2870.79 ms [2021-08-10 12:07:19 main:574] : INFO : Epoch 1637 | loss: 0.0310067 | val_loss: 0.0312957 | Time: 2807.05 ms [2021-08-10 12:07:23 main:574] : INFO : Epoch 1638 | loss: 0.0309959 | val_loss: 0.0313127 | Time: 2850.27 ms [2021-08-10 12:07:26 main:574] : INFO : Epoch 1639 | loss: 0.0309752 | val_loss: 0.0313014 | Time: 2870.8 ms [2021-08-10 12:07:28 main:574] : INFO : Epoch 1640 | loss: 0.0309768 | val_loss: 0.0313209 | Time: 2932.83 ms [2021-08-10 12:07:31 main:574] : INFO : Epoch 1641 | loss: 0.0309736 | val_loss: 0.0312972 | Time: 2910.97 ms [2021-08-10 12:07:34 main:574] : INFO : Epoch 1642 | loss: 0.030971 | val_loss: 0.0313185 | Time: 2928.13 ms [2021-08-10 12:07:37 main:574] : INFO : Epoch 1643 | loss: 0.0309822 | val_loss: 0.031306 | Time: 2822.32 ms [2021-08-10 12:07:40 main:574] : INFO : Epoch 1644 | loss: 0.0309818 | val_loss: 0.0313013 | Time: 2779.86 ms [2021-08-10 12:07:43 main:574] : INFO : Epoch 1645 | loss: 0.0309812 | val_loss: 0.0312823 | Time: 2854.36 ms [2021-08-10 12:07:46 main:574] : INFO : Epoch 1646 | loss: 0.0309835 | val_loss: 0.0313131 | Time: 2908.3 ms [2021-08-10 12:07:49 main:574] : INFO : Epoch 1647 | loss: 0.030984 | val_loss: 0.0313241 | Time: 2854.32 ms [2021-08-10 12:07:51 main:574] : INFO : Epoch 1648 | loss: 0.0309738 | val_loss: 0.0313221 | Time: 2870.95 ms [2021-08-10 12:07:54 main:574] : INFO : Epoch 1649 | loss: 0.0309829 | val_loss: 0.03134 | Time: 2897.55 ms [2021-08-10 12:07:57 main:574] : INFO : Epoch 1650 | loss: 0.0309818 | val_loss: 0.0312856 | Time: 2874.06 ms [2021-08-10 12:08:00 main:574] : INFO : Epoch 1651 | loss: 0.0309814 | val_loss: 0.0313005 | Time: 2816.34 ms [2021-08-10 12:08:03 main:574] : INFO : Epoch 1652 | loss: 0.0309899 | val_loss: 0.031322 | Time: 2940.85 ms [2021-08-10 12:08:06 main:574] : INFO : Epoch 1653 | loss: 0.0309761 | val_loss: 0.0313136 | Time: 2789.05 ms [2021-08-10 12:08:09 main:574] : INFO : Epoch 1654 | loss: 0.0309678 | val_loss: 0.0313179 | Time: 2878.21 ms [2021-08-10 12:08:12 main:574] : INFO : Epoch 1655 | loss: 0.030971 | val_loss: 0.0313239 | Time: 2818.31 ms [2021-08-10 12:08:14 main:574] : INFO : Epoch 1656 | loss: 0.0309692 | val_loss: 0.0313104 | Time: 2798.89 ms [2021-08-10 12:08:17 main:574] : INFO : Epoch 1657 | loss: 0.0309683 | val_loss: 0.0313252 | Time: 2802.02 ms [2021-08-10 12:08:20 main:574] : INFO : Epoch 1658 | loss: 0.0309736 | val_loss: 0.0312954 | Time: 2841.74 ms [2021-08-10 12:08:23 main:574] : INFO : Epoch 1659 | loss: 0.0309798 | val_loss: 0.0313035 | Time: 2871.22 ms [2021-08-10 12:08:26 main:574] : INFO : Epoch 1660 | loss: 0.0309758 | val_loss: 0.0312631 | Time: 2881.14 ms [2021-08-10 12:08:29 main:574] : INFO : Epoch 1661 | loss: 0.0309838 | val_loss: 0.0313182 | Time: 2911.58 ms [2021-08-10 12:08:32 main:574] : INFO : Epoch 1662 | loss: 0.0309814 | val_loss: 0.031311 | Time: 2799.21 ms [2021-08-10 12:08:35 main:574] : INFO : Epoch 1663 | loss: 0.0309779 | val_loss: 0.0313008 | Time: 2885.83 ms [2021-08-10 12:08:38 main:574] : INFO : Epoch 1664 | loss: 0.0309785 | val_loss: 0.0313138 | Time: 2845.66 ms [2021-08-10 12:08:40 main:574] : INFO : Epoch 1665 | loss: 0.0309756 | val_loss: 0.0312788 | Time: 2879.73 ms [2021-08-10 12:08:43 main:574] : INFO : Epoch 1666 | loss: 0.0309889 | val_loss: 0.0313195 | Time: 2804.3 ms [2021-08-10 12:08:46 main:574] : INFO : Epoch 1667 | loss: 0.0309911 | val_loss: 0.031299 | Time: 2857.31 ms [2021-08-10 12:08:49 main:574] : INFO : Epoch 1668 | loss: 0.030988 | val_loss: 0.0313364 | Time: 2961.29 ms [2021-08-10 12:08:52 main:574] : INFO : Epoch 1669 | loss: 0.0309839 | val_loss: 0.0312874 | Time: 2778.26 ms [2021-08-10 12:08:55 main:574] : INFO : Epoch 1670 | loss: 0.0309815 | val_loss: 0.0312617 | Time: 2882.57 ms [2021-08-10 12:08:58 main:574] : INFO : Epoch 1671 | loss: 0.0309782 | val_loss: 0.0313398 | Time: 2818.35 ms [2021-08-10 12:09:01 main:574] : INFO : Epoch 1672 | loss: 0.0309819 | val_loss: 0.0313097 | Time: 2919.57 ms [2021-08-10 12:09:03 main:574] : INFO : Epoch 1673 | loss: 0.0309782 | val_loss: 0.0312984 | Time: 2826.4 ms [2021-08-10 12:09:06 main:574] : INFO : Epoch 1674 | loss: 0.0309752 | val_loss: 0.0312958 | Time: 2896.94 ms [2021-08-10 12:09:09 main:574] : INFO : Epoch 1675 | loss: 0.030969 | val_loss: 0.031316 | Time: 2787.51 ms [2021-08-10 12:09:12 main:574] : INFO : Epoch 1676 | loss: 0.0309922 | val_loss: 0.0312696 | Time: 2906.96 ms [2021-08-10 12:09:15 main:574] : INFO : Epoch 1677 | loss: 0.0309943 | val_loss: 0.0312893 | Time: 2874.12 ms [2021-08-10 12:09:18 main:574] : INFO : Epoch 1678 | loss: 0.0309846 | val_loss: 0.0312783 | Time: 2821.59 ms [2021-08-10 12:09:21 main:574] : INFO : Epoch 1679 | loss: 0.0309959 | val_loss: 0.03128 | Time: 2931.98 ms [2021-08-10 12:09:24 main:574] : INFO : Epoch 1680 | loss: 0.0309758 | val_loss: 0.0312987 | Time: 2988.99 ms [2021-08-10 12:09:27 main:574] : INFO : Epoch 1681 | loss: 0.0309745 | val_loss: 0.0313262 | Time: 2832.27 ms [2021-08-10 12:09:29 main:574] : INFO : Epoch 1682 | loss: 0.0309736 | val_loss: 0.0313001 | Time: 2947.17 ms [2021-08-10 12:09:32 main:574] : INFO : Epoch 1683 | loss: 0.0309796 | val_loss: 0.0312899 | Time: 2805.32 ms [2021-08-10 12:09:36 main:574] : INFO : Epoch 1684 | loss: 0.0309753 | val_loss: 0.0312825 | Time: 2814.88 ms [2021-08-10 12:09:38 main:574] : INFO : Epoch 1685 | loss: 0.0309791 | val_loss: 0.0313271 | Time: 2753.74 ms [2021-08-10 12:09:41 main:574] : INFO : Epoch 1686 | loss: 0.0309682 | val_loss: 0.031322 | Time: 2944.03 ms [2021-08-10 12:09:44 main:574] : INFO : Epoch 1687 | loss: 0.0309723 | val_loss: 0.0313359 | Time: 2875.37 ms [2021-08-10 12:09:57 main:574] : INFO : Epoch 1688 | loss: 0.0309745 | val_loss: 0.0313137 | Time: 12879.3 ms [2021-08-10 12:10:00 main:574] : INFO : Epoch 1689 | loss: 0.0309745 | val_loss: 0.0312919 | Time: 2801.7 ms [2021-08-10 12:10:03 main:574] : INFO : Epoch 1690 | loss: 0.030969 | val_loss: 0.031318 | Time: 2947.97 ms [2021-08-10 12:10:06 main:574] : INFO : Epoch 1691 | loss: 0.0309635 | val_loss: 0.0313031 | Time: 2814.06 ms [2021-08-10 12:10:08 main:574] : INFO : Epoch 1692 | loss: 0.0309678 | val_loss: 0.0313021 | Time: 2871.18 ms [2021-08-10 12:10:11 main:574] : INFO : Epoch 1693 | loss: 0.0309685 | val_loss: 0.0312524 | Time: 2818.79 ms [2021-08-10 12:10:14 main:574] : INFO : Epoch 1694 | loss: 0.0309729 | val_loss: 0.0313062 | Time: 2792.07 ms [2021-08-10 12:10:17 main:574] : INFO : Epoch 1695 | loss: 0.0309718 | val_loss: 0.031275 | Time: 2981.53 ms [2021-08-10 12:10:20 main:574] : INFO : Epoch 1696 | loss: 0.0309753 | val_loss: 0.031312 | Time: 2933.96 ms [2021-08-10 12:10:23 main:574] : INFO : Epoch 1697 | loss: 0.0309838 | val_loss: 0.0312765 | Time: 2805.83 ms [2021-08-10 12:10:26 main:574] : INFO : Epoch 1698 | loss: 0.0309856 | val_loss: 0.0312945 | Time: 2906.11 ms [2021-08-10 12:10:29 main:574] : INFO : Epoch 1699 | loss: 0.0309716 | val_loss: 0.0313175 | Time: 2884.32 ms [2021-08-10 12:10:31 main:574] : INFO : Epoch 1700 | loss: 0.0309687 | val_loss: 0.0313 | Time: 2814.88 ms [2021-08-10 12:10:34 main:574] : INFO : Epoch 1701 | loss: 0.0309779 | val_loss: 0.0313135 | Time: 2833.34 ms [2021-08-10 12:10:37 main:574] : INFO : Epoch 1702 | loss: 0.03098 | val_loss: 0.0313289 | Time: 2850.43 ms [2021-08-10 12:10:40 main:574] : INFO : Epoch 1703 | loss: 0.0309752 | val_loss: 0.0313302 | Time: 2852 ms [2021-08-10 12:10:43 main:574] : INFO : Epoch 1704 | loss: 0.0309816 | val_loss: 0.031366 | Time: 2861.47 ms [2021-08-10 12:10:46 main:574] : INFO : Epoch 1705 | loss: 0.0309827 | val_loss: 0.0313291 | Time: 3015.54 ms [2021-08-10 12:10:49 main:574] : INFO : Epoch 1706 | loss: 0.0309816 | val_loss: 0.0312956 | Time: 2880.27 ms [2021-08-10 12:10:52 main:574] : INFO : Epoch 1707 | loss: 0.0309881 | val_loss: 0.0313097 | Time: 2737.03 ms [2021-08-10 12:10:55 main:574] : INFO : Epoch 1708 | loss: 0.0309801 | val_loss: 0.0312855 | Time: 2775.85 ms [2021-08-10 12:10:58 main:574] : INFO : Epoch 1709 | loss: 0.0309805 | val_loss: 0.031336 | Time: 2764.75 ms [2021-08-10 12:11:00 main:574] : INFO : Epoch 1710 | loss: 0.030977 | val_loss: 0.0312899 | Time: 2939.33 ms [2021-08-10 12:11:03 main:574] : INFO : Epoch 1711 | loss: 0.0309891 | val_loss: 0.0312993 | Time: 2909.06 ms [2021-08-10 12:11:06 main:574] : INFO : Epoch 1712 | loss: 0.0309799 | val_loss: 0.0312765 | Time: 2777.53 ms [2021-08-10 12:11:09 main:574] : INFO : Epoch 1713 | loss: 0.0309729 | val_loss: 0.0312966 | Time: 2807.15 ms [2021-08-10 12:11:12 main:574] : INFO : Epoch 1714 | loss: 0.0309792 | val_loss: 0.0313099 | Time: 2838.46 ms [2021-08-10 12:11:15 main:574] : INFO : Epoch 1715 | loss: 0.0309942 | val_loss: 0.0312692 | Time: 2939.6 ms [2021-08-10 12:11:18 main:574] : INFO : Epoch 1716 | loss: 0.030983 | val_loss: 0.0313009 | Time: 2874.95 ms [2021-08-10 12:11:21 main:574] : INFO : Epoch 1717 | loss: 0.0309772 | val_loss: 0.0313327 | Time: 2843.79 ms [2021-08-10 12:11:23 main:574] : INFO : Epoch 1718 | loss: 0.0309762 | val_loss: 0.0313124 | Time: 2931.44 ms [2021-08-10 12:11:26 main:574] : INFO : Epoch 1719 | loss: 0.030973 | val_loss: 0.0313054 | Time: 2855.84 ms [2021-08-10 12:11:29 main:574] : INFO : Epoch 1720 | loss: 0.030969 | val_loss: 0.0313224 | Time: 2874.21 ms [2021-08-10 12:11:32 main:574] : INFO : Epoch 1721 | loss: 0.0309729 | val_loss: 0.0312632 | Time: 2907.62 ms [2021-08-10 12:11:35 main:574] : INFO : Epoch 1722 | loss: 0.0309945 | val_loss: 0.0313009 | Time: 2898.63 ms [2021-08-10 12:11:48 main:574] : INFO : Epoch 1723 | loss: 0.0309741 | val_loss: 0.031303 | Time: 13065.1 ms [2021-08-10 12:11:51 main:574] : INFO : Epoch 1724 | loss: 0.0309812 | val_loss: 0.0313054 | Time: 2909.8 ms [2021-08-10 12:11:54 main:574] : INFO : Epoch 1725 | loss: 0.0309726 | val_loss: 0.0313263 | Time: 2855.3 ms [2021-08-10 12:11:57 main:574] : INFO : Epoch 1726 | loss: 0.030973 | val_loss: 0.0313246 | Time: 2762.06 ms [2021-08-10 12:12:00 main:574] : INFO : Epoch 1727 | loss: 0.0309715 | val_loss: 0.0313337 | Time: 2879.7 ms [2021-08-10 12:12:03 main:574] : INFO : Epoch 1728 | loss: 0.0309681 | val_loss: 0.0312852 | Time: 2826.29 ms [2021-08-10 12:12:06 main:574] : INFO : Epoch 1729 | loss: 0.0309937 | val_loss: 0.031248 | Time: 2814.14 ms [2021-08-10 12:12:09 main:574] : INFO : Epoch 1730 | loss: 0.03102 | val_loss: 0.0313174 | Time: 2887.55 ms [2021-08-10 12:12:11 main:574] : INFO : Epoch 1731 | loss: 0.0310023 | val_loss: 0.0313277 | Time: 2814.56 ms [2021-08-10 12:12:14 main:574] : INFO : Epoch 1732 | loss: 0.0309725 | val_loss: 0.0312979 | Time: 2920.09 ms [2021-08-10 12:12:17 main:574] : INFO : Epoch 1733 | loss: 0.0309711 | val_loss: 0.031278 | Time: 2852.02 ms [2021-08-10 12:12:20 main:574] : INFO : Epoch 1734 | loss: 0.0309703 | val_loss: 0.0312804 | Time: 3021.8 ms [2021-08-10 12:12:23 main:574] : INFO : Epoch 1735 | loss: 0.0309743 | val_loss: 0.031332 | Time: 2670.01 ms [2021-08-10 12:12:26 main:574] : INFO : Epoch 1736 | loss: 0.0309681 | val_loss: 0.0312948 | Time: 2827.48 ms [2021-08-10 12:12:29 main:574] : INFO : Epoch 1737 | loss: 0.0309754 | val_loss: 0.0313335 | Time: 2800.96 ms [2021-08-10 12:12:31 main:574] : INFO : Epoch 1738 | loss: 0.0309859 | val_loss: 0.0313023 | Time: 2833.38 ms [2021-08-10 12:12:34 main:574] : INFO : Epoch 1739 | loss: 0.0310018 | val_loss: 0.0312632 | Time: 2794.47 ms [2021-08-10 12:12:37 main:574] : INFO : Epoch 1740 | loss: 0.0310375 | val_loss: 0.0312837 | Time: 2967.99 ms [2021-08-10 12:12:40 main:574] : INFO : Epoch 1741 | loss: 0.0309988 | val_loss: 0.0313149 | Time: 2825.44 ms [2021-08-10 12:12:43 main:574] : INFO : Epoch 1742 | loss: 0.0309788 | val_loss: 0.0313121 | Time: 2859.07 ms [2021-08-10 12:12:46 main:574] : INFO : Epoch 1743 | loss: 0.0309817 | val_loss: 0.0312728 | Time: 2799.65 ms [2021-08-10 12:12:49 main:574] : INFO : Epoch 1744 | loss: 0.0309838 | val_loss: 0.0313139 | Time: 2945.49 ms [2021-08-10 12:12:51 main:574] : INFO : Epoch 1745 | loss: 0.0309714 | val_loss: 0.0313328 | Time: 2842.2 ms [2021-08-10 12:12:54 main:574] : INFO : Epoch 1746 | loss: 0.0309659 | val_loss: 0.0313373 | Time: 2910.78 ms [2021-08-10 12:12:57 main:574] : INFO : Epoch 1747 | loss: 0.0309716 | val_loss: 0.0312764 | Time: 2888.27 ms [2021-08-10 12:13:01 main:574] : INFO : Epoch 1748 | loss: 0.0309753 | val_loss: 0.0313271 | Time: 2874.93 ms [2021-08-10 12:13:03 main:574] : INFO : Epoch 1749 | loss: 0.0309739 | val_loss: 0.0313202 | Time: 2770.34 ms [2021-08-10 12:13:06 main:574] : INFO : Epoch 1750 | loss: 0.0309766 | val_loss: 0.0313247 | Time: 2771.82 ms [2021-08-10 12:13:09 main:574] : INFO : Epoch 1751 | loss: 0.0309729 | val_loss: 0.0313159 | Time: 2849.49 ms [2021-08-10 12:13:12 main:574] : INFO : Epoch 1752 | loss: 0.0309779 | val_loss: 0.0313616 | Time: 2742.61 ms [2021-08-10 12:13:15 main:574] : INFO : Epoch 1753 | loss: 0.0309726 | val_loss: 0.031316 | Time: 2787.36 ms [2021-08-10 12:13:17 main:574] : INFO : Epoch 1754 | loss: 0.0309738 | val_loss: 0.031326 | Time: 2947.66 ms [2021-08-10 12:13:20 main:574] : INFO : Epoch 1755 | loss: 0.0309907 | val_loss: 0.0312839 | Time: 2870.17 ms [2021-08-10 12:13:23 main:574] : INFO : Epoch 1756 | loss: 0.0309918 | val_loss: 0.0313055 | Time: 2857.34 ms [2021-08-10 12:13:26 main:574] : INFO : Epoch 1757 | loss: 0.0309974 | val_loss: 0.0313162 | Time: 2861.21 ms [2021-08-10 12:13:29 main:574] : INFO : Epoch 1758 | loss: 0.0309898 | val_loss: 0.0313228 | Time: 2930.15 ms [2021-08-10 12:13:32 main:574] : INFO : Epoch 1759 | loss: 0.0309812 | val_loss: 0.0312804 | Time: 2963.81 ms [2021-08-10 12:13:35 main:574] : INFO : Epoch 1760 | loss: 0.0309797 | val_loss: 0.0313117 | Time: 2950 ms [2021-08-10 12:13:38 main:574] : INFO : Epoch 1761 | loss: 0.0309731 | val_loss: 0.0313414 | Time: 2797.05 ms [2021-08-10 12:13:41 main:574] : INFO : Epoch 1762 | loss: 0.0309699 | val_loss: 0.0313273 | Time: 2932.56 ms [2021-08-10 12:13:44 main:574] : INFO : Epoch 1763 | loss: 0.0309767 | val_loss: 0.0313305 | Time: 2783.71 ms [2021-08-10 12:13:46 main:574] : INFO : Epoch 1764 | loss: 0.0309657 | val_loss: 0.0313038 | Time: 2892.39 ms [2021-08-10 12:13:49 main:574] : INFO : Epoch 1765 | loss: 0.0309677 | val_loss: 0.031292 | Time: 2930.84 ms [2021-08-10 12:13:53 main:574] : INFO : Epoch 1766 | loss: 0.0309693 | val_loss: 0.0313309 | Time: 3393.36 ms [2021-08-10 12:13:56 main:574] : INFO : Epoch 1767 | loss: 0.0309711 | val_loss: 0.0312775 | Time: 2827.57 ms [2021-08-10 12:13:58 main:574] : INFO : Epoch 1768 | loss: 0.0309802 | val_loss: 0.0313257 | Time: 2795.12 ms [2021-08-10 12:14:01 main:574] : INFO : Epoch 1769 | loss: 0.0309735 | val_loss: 0.0313176 | Time: 2832.96 ms [2021-08-10 12:14:04 main:574] : INFO : Epoch 1770 | loss: 0.0309686 | val_loss: 0.0312812 | Time: 2869.02 ms [2021-08-10 12:14:07 main:574] : INFO : Epoch 1771 | loss: 0.0309705 | val_loss: 0.0313666 | Time: 2922.36 ms [2021-08-10 12:14:10 main:574] : INFO : Epoch 1772 | loss: 0.0309766 | val_loss: 0.0313265 | Time: 2930.7 ms [2021-08-10 12:14:13 main:574] : INFO : Epoch 1773 | loss: 0.0309693 | val_loss: 0.0313242 | Time: 2856.06 ms [2021-08-10 12:14:16 main:574] : INFO : Epoch 1774 | loss: 0.030965 | val_loss: 0.0313164 | Time: 2925.84 ms [2021-08-10 12:14:19 main:574] : INFO : Epoch 1775 | loss: 0.0309756 | val_loss: 0.0312965 | Time: 2955.99 ms [2021-08-10 12:14:22 main:574] : INFO : Epoch 1776 | loss: 0.0309872 | val_loss: 0.0313113 | Time: 2964.37 ms [2021-08-10 12:14:25 main:574] : INFO : Epoch 1777 | loss: 0.0309709 | val_loss: 0.0312894 | Time: 2852.34 ms [2021-08-10 12:14:28 main:574] : INFO : Epoch 1778 | loss: 0.0309649 | val_loss: 0.0312827 | Time: 2819.93 ms [2021-08-10 12:14:31 main:574] : INFO : Epoch 1779 | loss: 0.0309702 | val_loss: 0.0313041 | Time: 2866.45 ms [2021-08-10 12:14:34 main:574] : INFO : Epoch 1780 | loss: 0.0309694 | val_loss: 0.031326 | Time: 2904.47 ms [2021-08-10 12:14:36 main:574] : INFO : Epoch 1781 | loss: 0.0309732 | val_loss: 0.0313006 | Time: 2834.44 ms [2021-08-10 12:14:39 main:574] : INFO : Epoch 1782 | loss: 0.0309769 | val_loss: 0.0313068 | Time: 2850.41 ms [2021-08-10 12:14:42 main:574] : INFO : Epoch 1783 | loss: 0.0309758 | val_loss: 0.0313064 | Time: 2893.58 ms [2021-08-10 12:14:45 main:574] : INFO : Epoch 1784 | loss: 0.0309796 | val_loss: 0.0312877 | Time: 2864.86 ms [2021-08-10 12:14:48 main:574] : INFO : Epoch 1785 | loss: 0.0309766 | val_loss: 0.0312712 | Time: 2840.03 ms [2021-08-10 12:14:51 main:574] : INFO : Epoch 1786 | loss: 0.0309815 | val_loss: 0.0312919 | Time: 2871.28 ms [2021-08-10 12:14:54 main:574] : INFO : Epoch 1787 | loss: 0.0309737 | val_loss: 0.031309 | Time: 2790.41 ms [2021-08-10 12:14:57 main:574] : INFO : Epoch 1788 | loss: 0.0309656 | val_loss: 0.0313146 | Time: 2854.1 ms [2021-08-10 12:14:59 main:574] : INFO : Epoch 1789 | loss: 0.0309814 | val_loss: 0.0312852 | Time: 2923.91 ms [2021-08-10 12:15:02 main:574] : INFO : Epoch 1790 | loss: 0.0310062 | val_loss: 0.0312633 | Time: 2898.8 ms [2021-08-10 12:15:05 main:574] : INFO : Epoch 1791 | loss: 0.0309963 | val_loss: 0.031299 | Time: 2877.98 ms [2021-08-10 12:15:08 main:574] : INFO : Epoch 1792 | loss: 0.0309787 | val_loss: 0.031288 | Time: 2962.61 ms [2021-08-10 12:15:11 main:574] : INFO : Epoch 1793 | loss: 0.030976 | val_loss: 0.0313269 | Time: 2828.64 ms [2021-08-10 12:15:14 main:574] : INFO : Epoch 1794 | loss: 0.0309835 | val_loss: 0.0312685 | Time: 2957.87 ms [2021-08-10 12:15:17 main:574] : INFO : Epoch 1795 | loss: 0.0309804 | val_loss: 0.0312767 | Time: 2839.39 ms [2021-08-10 12:15:20 main:574] : INFO : Epoch 1796 | loss: 0.030985 | val_loss: 0.0312983 | Time: 2821.71 ms [2021-08-10 12:15:23 main:574] : INFO : Epoch 1797 | loss: 0.0309714 | val_loss: 0.0313145 | Time: 2856.4 ms [2021-08-10 12:15:26 main:574] : INFO : Epoch 1798 | loss: 0.0309684 | val_loss: 0.0312986 | Time: 2951.38 ms [2021-08-10 12:15:29 main:574] : INFO : Epoch 1799 | loss: 0.0309733 | val_loss: 0.0312988 | Time: 2791.18 ms [2021-08-10 12:15:32 main:574] : INFO : Epoch 1800 | loss: 0.030971 | val_loss: 0.0312925 | Time: 2897.28 ms [2021-08-10 12:15:35 main:574] : INFO : Epoch 1801 | loss: 0.0309714 | val_loss: 0.0312884 | Time: 2928.18 ms [2021-08-10 12:15:37 main:574] : INFO : Epoch 1802 | loss: 0.0309722 | val_loss: 0.0312809 | Time: 2866.18 ms [2021-08-10 12:15:40 main:574] : INFO : Epoch 1803 | loss: 0.0309764 | val_loss: 0.0312872 | Time: 2952.1 ms [2021-08-10 12:15:43 main:574] : INFO : Epoch 1804 | loss: 0.0309692 | val_loss: 0.0313052 | Time: 2796.89 ms [2021-08-10 12:15:46 main:574] : INFO : Epoch 1805 | loss: 0.0309717 | val_loss: 0.0313411 | Time: 2867.21 ms [2021-08-10 12:15:49 main:574] : INFO : Epoch 1806 | loss: 0.030983 | val_loss: 0.031278 | Time: 2906.92 ms [2021-08-10 12:15:52 main:574] : INFO : Epoch 1807 | loss: 0.0309937 | val_loss: 0.0312854 | Time: 2820.68 ms [2021-08-10 12:15:55 main:574] : INFO : Epoch 1808 | loss: 0.0309818 | val_loss: 0.0312912 | Time: 2813.51 ms [2021-08-10 12:15:57 main:574] : INFO : Epoch 1809 | loss: 0.0309719 | val_loss: 0.0313404 | Time: 2777.7 ms [2021-08-10 12:16:00 main:574] : INFO : Epoch 1810 | loss: 0.0309751 | val_loss: 0.0313139 | Time: 2953.03 ms [2021-08-10 12:16:03 main:574] : INFO : Epoch 1811 | loss: 0.0309729 | val_loss: 0.0313245 | Time: 2890.72 ms [2021-08-10 12:16:06 main:574] : INFO : Epoch 1812 | loss: 0.030974 | val_loss: 0.0312705 | Time: 2912.05 ms [2021-08-10 12:16:09 main:574] : INFO : Epoch 1813 | loss: 0.0309955 | val_loss: 0.0313189 | Time: 2906.22 ms [2021-08-10 12:16:12 main:574] : INFO : Epoch 1814 | loss: 0.0309842 | val_loss: 0.0312968 | Time: 2872.93 ms [2021-08-10 12:16:15 main:574] : INFO : Epoch 1815 | loss: 0.0309951 | val_loss: 0.0312823 | Time: 2920.47 ms [2021-08-10 12:16:18 main:574] : INFO : Epoch 1816 | loss: 0.0309875 | val_loss: 0.0313101 | Time: 2836.36 ms [2021-08-10 12:16:21 main:574] : INFO : Epoch 1817 | loss: 0.0309831 | val_loss: 0.0312759 | Time: 2797.43 ms [2021-08-10 12:16:24 main:574] : INFO : Epoch 1818 | loss: 0.0309759 | val_loss: 0.0313092 | Time: 2953.77 ms [2021-08-10 12:16:27 main:574] : INFO : Epoch 1819 | loss: 0.0309709 | val_loss: 0.0312998 | Time: 2824.43 ms [2021-08-10 12:16:30 main:574] : INFO : Epoch 1820 | loss: 0.0309655 | val_loss: 0.0313276 | Time: 2969.26 ms [2021-08-10 12:16:33 main:574] : INFO : Epoch 1821 | loss: 0.0309641 | val_loss: 0.0313355 | Time: 2888.06 ms [2021-08-10 12:16:36 main:574] : INFO : Epoch 1822 | loss: 0.0309696 | val_loss: 0.0313022 | Time: 2852.76 ms [2021-08-10 12:16:38 main:574] : INFO : Epoch 1823 | loss: 0.0309724 | val_loss: 0.0313233 | Time: 2912.67 ms [2021-08-10 12:16:41 main:574] : INFO : Epoch 1824 | loss: 0.0309813 | val_loss: 0.0313187 | Time: 2955.34 ms [2021-08-10 12:16:44 main:574] : INFO : Epoch 1825 | loss: 0.0309895 | val_loss: 0.0312869 | Time: 2851.14 ms [2021-08-10 12:16:47 main:574] : INFO : Epoch 1826 | loss: 0.0309875 | val_loss: 0.0312966 | Time: 2856.6 ms [2021-08-10 12:16:50 main:574] : INFO : Epoch 1827 | loss: 0.0309816 | val_loss: 0.0312867 | Time: 2908.53 ms [2021-08-10 12:16:53 main:574] : INFO : Epoch 1828 | loss: 0.0309806 | val_loss: 0.0313086 | Time: 2796.69 ms [2021-08-10 12:16:56 main:574] : INFO : Epoch 1829 | loss: 0.0309722 | val_loss: 0.0312902 | Time: 2900.91 ms [2021-08-10 12:16:59 main:574] : INFO : Epoch 1830 | loss: 0.0309687 | val_loss: 0.0313025 | Time: 2869.32 ms [2021-08-10 12:17:02 main:574] : INFO : Epoch 1831 | loss: 0.0309691 | val_loss: 0.0312936 | Time: 2921.19 ms [2021-08-10 12:17:04 main:574] : INFO : Epoch 1832 | loss: 0.0309864 | val_loss: 0.0313028 | Time: 2823.76 ms [2021-08-10 12:17:07 main:574] : INFO : Epoch 1833 | loss: 0.0309742 | val_loss: 0.0313133 | Time: 2828.74 ms [2021-08-10 12:17:10 main:574] : INFO : Epoch 1834 | loss: 0.0309719 | val_loss: 0.0312694 | Time: 2991.1 ms [2021-08-10 12:17:13 main:574] : INFO : Epoch 1835 | loss: 0.0309807 | val_loss: 0.0312793 | Time: 2899.88 ms [2021-08-10 12:17:16 main:574] : INFO : Epoch 1836 | loss: 0.030977 | val_loss: 0.031341 | Time: 2831.95 ms [2021-08-10 12:17:19 main:574] : INFO : Epoch 1837 | loss: 0.0309801 | val_loss: 0.0313341 | Time: 2804.46 ms [2021-08-10 12:17:22 main:574] : INFO : Epoch 1838 | loss: 0.0309718 | val_loss: 0.0313184 | Time: 2935.84 ms [2021-08-10 12:17:25 main:574] : INFO : Epoch 1839 | loss: 0.0309688 | val_loss: 0.0313245 | Time: 2863.61 ms [2021-08-10 12:17:28 main:574] : INFO : Epoch 1840 | loss: 0.03097 | val_loss: 0.0312799 | Time: 2838.15 ms [2021-08-10 12:17:31 main:574] : INFO : Epoch 1841 | loss: 0.0309682 | val_loss: 0.0313166 | Time: 2848.43 ms [2021-08-10 12:17:34 main:574] : INFO : Epoch 1842 | loss: 0.0309635 | val_loss: 0.0313507 | Time: 2825.33 ms [2021-08-10 12:17:36 main:574] : INFO : Epoch 1843 | loss: 0.030974 | val_loss: 0.0312934 | Time: 2848.94 ms [2021-08-10 12:17:39 main:574] : INFO : Epoch 1844 | loss: 0.0309687 | val_loss: 0.031302 | Time: 2877.55 ms [2021-08-10 12:17:42 main:574] : INFO : Epoch 1845 | loss: 0.0309778 | val_loss: 0.0313107 | Time: 2847.28 ms [2021-08-10 12:17:45 main:574] : INFO : Epoch 1846 | loss: 0.0309831 | val_loss: 0.0313002 | Time: 2865.28 ms [2021-08-10 12:17:48 main:574] : INFO : Epoch 1847 | loss: 0.0309793 | val_loss: 0.0313236 | Time: 2901.86 ms [2021-08-10 12:17:51 main:574] : INFO : Epoch 1848 | loss: 0.0309699 | val_loss: 0.0313061 | Time: 2894.2 ms [2021-08-10 12:17:54 main:574] : INFO : Epoch 1849 | loss: 0.0309736 | val_loss: 0.031325 | Time: 2816.23 ms [2021-08-10 12:17:56 main:574] : INFO : Epoch 1850 | loss: 0.0309833 | val_loss: 0.0313328 | Time: 2803.2 ms [2021-08-10 12:17:59 main:574] : INFO : Epoch 1851 | loss: 0.0309973 | val_loss: 0.0313365 | Time: 2796.12 ms [2021-08-10 12:18:02 main:574] : INFO : Epoch 1852 | loss: 0.0309819 | val_loss: 0.0313315 | Time: 2883.76 ms [2021-08-10 12:18:05 main:574] : INFO : Epoch 1853 | loss: 0.0309682 | val_loss: 0.0313156 | Time: 2848.34 ms [2021-08-10 12:18:08 main:574] : INFO : Epoch 1854 | loss: 0.0309641 | val_loss: 0.0313075 | Time: 2864.24 ms [2021-08-10 12:18:11 main:574] : INFO : Epoch 1855 | loss: 0.030965 | val_loss: 0.0313391 | Time: 2861.07 ms [2021-08-10 12:18:14 main:574] : INFO : Epoch 1856 | loss: 0.0309797 | val_loss: 0.0312513 | Time: 2934.07 ms [2021-08-10 12:18:17 main:574] : INFO : Epoch 1857 | loss: 0.0309835 | val_loss: 0.0312652 | Time: 2917.13 ms [2021-08-10 12:18:19 main:574] : INFO : Epoch 1858 | loss: 0.0309844 | val_loss: 0.0312887 | Time: 2817.77 ms [2021-08-10 12:18:22 main:574] : INFO : Epoch 1859 | loss: 0.0309808 | val_loss: 0.0313419 | Time: 2866.37 ms [2021-08-10 12:18:25 main:574] : INFO : Epoch 1860 | loss: 0.0309703 | val_loss: 0.031307 | Time: 2916.5 ms [2021-08-10 12:18:28 main:574] : INFO : Epoch 1861 | loss: 0.0309604 | val_loss: 0.031325 | Time: 2947.8 ms [2021-08-10 12:18:31 main:574] : INFO : Epoch 1862 | loss: 0.0309935 | val_loss: 0.0313339 | Time: 2882.91 ms [2021-08-10 12:18:34 main:574] : INFO : Epoch 1863 | loss: 0.0309985 | val_loss: 0.0312984 | Time: 2821.16 ms [2021-08-10 12:18:37 main:574] : INFO : Epoch 1864 | loss: 0.0309834 | val_loss: 0.0312979 | Time: 2888.67 ms [2021-08-10 12:18:40 main:574] : INFO : Epoch 1865 | loss: 0.0309724 | val_loss: 0.0313245 | Time: 2862.37 ms [2021-08-10 12:18:43 main:574] : INFO : Epoch 1866 | loss: 0.0309805 | val_loss: 0.0312957 | Time: 2910.6 ms [2021-08-10 12:18:46 main:574] : INFO : Epoch 1867 | loss: 0.0309785 | val_loss: 0.0312714 | Time: 2907.63 ms [2021-08-10 12:18:49 main:574] : INFO : Epoch 1868 | loss: 0.0310209 | val_loss: 0.0312076 | Time: 2904.22 ms [2021-08-10 12:18:52 main:574] : INFO : Epoch 1869 | loss: 0.031124 | val_loss: 0.0312048 | Time: 2919.06 ms [2021-08-10 12:18:55 main:574] : INFO : Epoch 1870 | loss: 0.0311129 | val_loss: 0.0312061 | Time: 3071.78 ms [2021-08-10 12:18:58 main:574] : INFO : Epoch 1871 | loss: 0.0310906 | val_loss: 0.031235 | Time: 2865.72 ms [2021-08-10 12:19:01 main:574] : INFO : Epoch 1872 | loss: 0.0310648 | val_loss: 0.0312301 | Time: 2867.4 ms [2021-08-10 12:19:03 main:574] : INFO : Epoch 1873 | loss: 0.0310393 | val_loss: 0.0312657 | Time: 2862.8 ms [2021-08-10 12:19:06 main:574] : INFO : Epoch 1874 | loss: 0.031016 | val_loss: 0.0312776 | Time: 2880.87 ms [2021-08-10 12:19:09 main:574] : INFO : Epoch 1875 | loss: 0.0309961 | val_loss: 0.0312894 | Time: 2891.19 ms [2021-08-10 12:19:12 main:574] : INFO : Epoch 1876 | loss: 0.0309845 | val_loss: 0.0312906 | Time: 2857.28 ms [2021-08-10 12:19:15 main:574] : INFO : Epoch 1877 | loss: 0.030998 | val_loss: 0.0312418 | Time: 2939.81 ms [2021-08-10 12:19:18 main:574] : INFO : Epoch 1878 | loss: 0.0309927 | val_loss: 0.0313264 | Time: 2917.65 ms [2021-08-10 12:19:21 main:574] : INFO : Epoch 1879 | loss: 0.0309742 | val_loss: 0.0313551 | Time: 2840.78 ms [2021-08-10 12:19:24 main:574] : INFO : Epoch 1880 | loss: 0.0309681 | val_loss: 0.0313236 | Time: 2861.79 ms [2021-08-10 12:19:27 main:574] : INFO : Epoch 1881 | loss: 0.0309779 | val_loss: 0.0312687 | Time: 2827.15 ms [2021-08-10 12:19:29 main:574] : INFO : Epoch 1882 | loss: 0.0309744 | val_loss: 0.031346 | Time: 2897.16 ms [2021-08-10 12:19:32 main:574] : INFO : Epoch 1883 | loss: 0.0309731 | val_loss: 0.0312856 | Time: 2866.27 ms [2021-08-10 12:19:35 main:574] : INFO : Epoch 1884 | loss: 0.0309825 | val_loss: 0.0312938 | Time: 2877.87 ms [2021-08-10 12:19:38 main:574] : INFO : Epoch 1885 | loss: 0.0309762 | val_loss: 0.0313118 | Time: 2812.53 ms [2021-08-10 12:19:41 main:574] : INFO : Epoch 1886 | loss: 0.030967 | val_loss: 0.0313273 | Time: 2847.96 ms [2021-08-10 12:19:44 main:574] : INFO : Epoch 1887 | loss: 0.0309709 | val_loss: 0.0313051 | Time: 2903.51 ms [2021-08-10 12:19:47 main:574] : INFO : Epoch 1888 | loss: 0.0309747 | val_loss: 0.0313026 | Time: 2838.39 ms [2021-08-10 12:19:50 main:574] : INFO : Epoch 1889 | loss: 0.0309768 | val_loss: 0.031309 | Time: 2839.96 ms [2021-08-10 12:19:53 main:574] : INFO : Epoch 1890 | loss: 0.0309951 | val_loss: 0.031268 | Time: 2809.76 ms [2021-08-10 12:19:56 main:574] : INFO : Epoch 1891 | loss: 0.0309856 | val_loss: 0.0312708 | Time: 2980.77 ms [2021-08-10 12:19:59 main:574] : INFO : Epoch 1892 | loss: 0.0309767 | val_loss: 0.0313305 | Time: 2827.19 ms [2021-08-10 12:20:01 main:574] : INFO : Epoch 1893 | loss: 0.0309741 | val_loss: 0.0313083 | Time: 2862.98 ms [2021-08-10 12:20:04 main:574] : INFO : Epoch 1894 | loss: 0.0309756 | val_loss: 0.0313369 | Time: 2869.96 ms [2021-08-10 12:20:07 main:574] : INFO : Epoch 1895 | loss: 0.0309805 | val_loss: 0.0313013 | Time: 2759.59 ms [2021-08-10 12:20:10 main:574] : INFO : Epoch 1896 | loss: 0.0309937 | val_loss: 0.0312914 | Time: 2903.63 ms [2021-08-10 12:20:13 main:574] : INFO : Epoch 1897 | loss: 0.030977 | val_loss: 0.031292 | Time: 2899.38 ms [2021-08-10 12:20:16 main:574] : INFO : Epoch 1898 | loss: 0.0309702 | val_loss: 0.0312898 | Time: 2813.78 ms [2021-08-10 12:20:19 main:574] : INFO : Epoch 1899 | loss: 0.0309805 | val_loss: 0.0312807 | Time: 2810.85 ms [2021-08-10 12:20:21 main:574] : INFO : Epoch 1900 | loss: 0.0309859 | val_loss: 0.0312575 | Time: 2876.72 ms [2021-08-10 12:20:24 main:574] : INFO : Epoch 1901 | loss: 0.0309753 | val_loss: 0.0312699 | Time: 2835.33 ms [2021-08-10 12:20:27 main:574] : INFO : Epoch 1902 | loss: 0.0309849 | val_loss: 0.0312718 | Time: 2907.44 ms [2021-08-10 12:20:30 main:574] : INFO : Epoch 1903 | loss: 0.0309761 | val_loss: 0.0313074 | Time: 2925.58 ms [2021-08-10 12:20:33 main:574] : INFO : Epoch 1904 | loss: 0.0309656 | val_loss: 0.0313251 | Time: 2893.57 ms [2021-08-10 12:20:36 main:574] : INFO : Epoch 1905 | loss: 0.0309714 | val_loss: 0.0313223 | Time: 2871.06 ms [2021-08-10 12:20:39 main:574] : INFO : Epoch 1906 | loss: 0.030969 | val_loss: 0.0313188 | Time: 2933.61 ms [2021-08-10 12:20:42 main:574] : INFO : Epoch 1907 | loss: 0.0309669 | val_loss: 0.0312964 | Time: 2929.8 ms [2021-08-10 12:20:45 main:574] : INFO : Epoch 1908 | loss: 0.0309695 | val_loss: 0.0313512 | Time: 2902.32 ms [2021-08-10 12:20:48 main:574] : INFO : Epoch 1909 | loss: 0.0309858 | val_loss: 0.0313006 | Time: 3004.81 ms [2021-08-10 12:20:51 main:574] : INFO : Epoch 1910 | loss: 0.0309733 | val_loss: 0.0313189 | Time: 2936.94 ms [2021-08-10 12:20:54 main:574] : INFO : Epoch 1911 | loss: 0.0309759 | val_loss: 0.0313194 | Time: 2885.29 ms [2021-08-10 12:20:57 main:574] : INFO : Epoch 1912 | loss: 0.0309715 | val_loss: 0.0313485 | Time: 2856.68 ms [2021-08-10 12:21:00 main:574] : INFO : Epoch 1913 | loss: 0.0309815 | val_loss: 0.031321 | Time: 2888.81 ms [2021-08-10 12:21:03 main:574] : INFO : Epoch 1914 | loss: 0.0309854 | val_loss: 0.0313083 | Time: 3101.66 ms [2021-08-10 12:21:06 main:574] : INFO : Epoch 1915 | loss: 0.03098 | val_loss: 0.0313304 | Time: 2931.5 ms [2021-08-10 12:21:09 main:574] : INFO : Epoch 1916 | loss: 0.030968 | val_loss: 0.031325 | Time: 2971.5 ms [2021-08-10 12:21:12 main:574] : INFO : Epoch 1917 | loss: 0.030969 | val_loss: 0.0313059 | Time: 2955.97 ms [2021-08-10 12:21:15 main:574] : INFO : Epoch 1918 | loss: 0.0309748 | val_loss: 0.0313302 | Time: 2893.79 ms [2021-08-10 12:21:17 main:574] : INFO : Epoch 1919 | loss: 0.0309669 | val_loss: 0.0313013 | Time: 2806.43 ms [2021-08-10 12:21:20 main:574] : INFO : Epoch 1920 | loss: 0.030969 | val_loss: 0.0313213 | Time: 2908.12 ms [2021-08-10 12:21:23 main:574] : INFO : Epoch 1921 | loss: 0.0309724 | val_loss: 0.0313353 | Time: 2818.43 ms [2021-08-10 12:21:26 main:574] : INFO : Epoch 1922 | loss: 0.0309814 | val_loss: 0.0312929 | Time: 2855.66 ms [2021-08-10 12:21:29 main:574] : INFO : Epoch 1923 | loss: 0.0309818 | val_loss: 0.0312757 | Time: 2912.24 ms [2021-08-10 12:21:32 main:574] : INFO : Epoch 1924 | loss: 0.03098 | val_loss: 0.0312926 | Time: 2934.32 ms [2021-08-10 12:21:35 main:574] : INFO : Epoch 1925 | loss: 0.0309789 | val_loss: 0.0313179 | Time: 2868.01 ms [2021-08-10 12:21:38 main:574] : INFO : Epoch 1926 | loss: 0.030972 | val_loss: 0.0313065 | Time: 2787.78 ms [2021-08-10 12:21:41 main:574] : INFO : Epoch 1927 | loss: 0.0309704 | val_loss: 0.031298 | Time: 2996.54 ms [2021-08-10 12:21:44 main:574] : INFO : Epoch 1928 | loss: 0.0309801 | val_loss: 0.0313235 | Time: 3071.51 ms [2021-08-10 12:21:47 main:574] : INFO : Epoch 1929 | loss: 0.0309861 | val_loss: 0.0312962 | Time: 2832.88 ms [2021-08-10 12:21:49 main:574] : INFO : Epoch 1930 | loss: 0.0309801 | val_loss: 0.0313082 | Time: 2840.91 ms [2021-08-10 12:21:52 main:574] : INFO : Epoch 1931 | loss: 0.0309689 | val_loss: 0.0313231 | Time: 2855.05 ms [2021-08-10 12:21:56 main:574] : INFO : Epoch 1932 | loss: 0.0309702 | val_loss: 0.0313191 | Time: 2930.01 ms [2021-08-10 12:21:58 main:574] : INFO : Epoch 1933 | loss: 0.0309653 | val_loss: 0.0313103 | Time: 2842.81 ms [2021-08-10 12:22:01 main:574] : INFO : Epoch 1934 | loss: 0.0309753 | val_loss: 0.0313267 | Time: 2809.29 ms [2021-08-10 12:22:04 main:574] : INFO : Epoch 1935 | loss: 0.0309806 | val_loss: 0.0313157 | Time: 2749.25 ms [2021-08-10 12:22:07 main:574] : INFO : Epoch 1936 | loss: 0.0309853 | val_loss: 0.031326 | Time: 2890.22 ms [2021-08-10 12:22:10 main:574] : INFO : Epoch 1937 | loss: 0.0309754 | val_loss: 0.0313116 | Time: 2887.6 ms [2021-08-10 12:22:13 main:574] : INFO : Epoch 1938 | loss: 0.0309688 | val_loss: 0.0312893 | Time: 2749.17 ms [2021-08-10 12:22:15 main:574] : INFO : Epoch 1939 | loss: 0.0309837 | val_loss: 0.0313062 | Time: 2956.63 ms [2021-08-10 12:22:18 main:574] : INFO : Epoch 1940 | loss: 0.0309724 | val_loss: 0.0312804 | Time: 2888.72 ms [2021-08-10 12:22:21 main:574] : INFO : Epoch 1941 | loss: 0.0309763 | val_loss: 0.0312967 | Time: 2875.05 ms [2021-08-10 12:22:24 main:574] : INFO : Epoch 1942 | loss: 0.0309786 | val_loss: 0.0313227 | Time: 2765.4 ms [2021-08-10 12:22:27 main:574] : INFO : Epoch 1943 | loss: 0.0309738 | val_loss: 0.0313478 | Time: 2856.55 ms [2021-08-10 12:22:30 main:574] : INFO : Epoch 1944 | loss: 0.0309726 | val_loss: 0.0312887 | Time: 2993.81 ms [2021-08-10 12:22:33 main:574] : INFO : Epoch 1945 | loss: 0.0309807 | val_loss: 0.0312883 | Time: 2913.48 ms [2021-08-10 12:22:36 main:574] : INFO : Epoch 1946 | loss: 0.0309775 | val_loss: 0.0313315 | Time: 2880.48 ms [2021-08-10 12:22:39 main:574] : INFO : Epoch 1947 | loss: 0.0309703 | val_loss: 0.0313064 | Time: 2841.55 ms [2021-08-10 12:22:42 main:574] : INFO : Epoch 1948 | loss: 0.0309721 | val_loss: 0.0313356 | Time: 2931.06 ms [2021-08-10 12:22:44 main:574] : INFO : Epoch 1949 | loss: 0.0309746 | val_loss: 0.0313078 | Time: 2836.23 ms [2021-08-10 12:22:47 main:574] : INFO : Epoch 1950 | loss: 0.0309892 | val_loss: 0.0312739 | Time: 2844.31 ms [2021-08-10 12:22:50 main:574] : INFO : Epoch 1951 | loss: 0.0309862 | val_loss: 0.0313256 | Time: 2801.07 ms [2021-08-10 12:22:53 main:574] : INFO : Epoch 1952 | loss: 0.0309736 | val_loss: 0.0313016 | Time: 2865.85 ms [2021-08-10 12:22:56 main:574] : INFO : Epoch 1953 | loss: 0.030967 | val_loss: 0.0313087 | Time: 2836.37 ms [2021-08-10 12:22:59 main:574] : INFO : Epoch 1954 | loss: 0.030971 | val_loss: 0.0312705 | Time: 2934.7 ms [2021-08-10 12:23:02 main:574] : INFO : Epoch 1955 | loss: 0.03098 | val_loss: 0.0313111 | Time: 2838.81 ms [2021-08-10 12:23:05 main:574] : INFO : Epoch 1956 | loss: 0.030967 | val_loss: 0.0313079 | Time: 2914.53 ms [2021-08-10 12:23:08 main:574] : INFO : Epoch 1957 | loss: 0.0309661 | val_loss: 0.0313364 | Time: 2811.42 ms [2021-08-10 12:23:10 main:574] : INFO : Epoch 1958 | loss: 0.0309844 | val_loss: 0.0313037 | Time: 2847.56 ms [2021-08-10 12:23:13 main:574] : INFO : Epoch 1959 | loss: 0.030986 | val_loss: 0.0313093 | Time: 2936.83 ms [2021-08-10 12:23:16 main:574] : INFO : Epoch 1960 | loss: 0.0309717 | val_loss: 0.0313313 | Time: 2903.77 ms [2021-08-10 12:23:19 main:574] : INFO : Epoch 1961 | loss: 0.0309795 | val_loss: 0.0312874 | Time: 2808.45 ms [2021-08-10 12:23:22 main:574] : INFO : Epoch 1962 | loss: 0.0309858 | val_loss: 0.0312806 | Time: 2855.61 ms [2021-08-10 12:23:25 main:574] : INFO : Epoch 1963 | loss: 0.0309798 | val_loss: 0.0313058 | Time: 2841.2 ms [2021-08-10 12:23:28 main:574] : INFO : Epoch 1964 | loss: 0.0309784 | val_loss: 0.0313142 | Time: 2879.84 ms [2021-08-10 12:23:31 main:574] : INFO : Epoch 1965 | loss: 0.0309738 | val_loss: 0.031315 | Time: 2886.06 ms [2021-08-10 12:23:33 main:574] : INFO : Epoch 1966 | loss: 0.0309701 | val_loss: 0.0313403 | Time: 2783.88 ms [2021-08-10 12:23:36 main:574] : INFO : Epoch 1967 | loss: 0.0309696 | val_loss: 0.0313036 | Time: 2969.63 ms [2021-08-10 12:23:39 main:574] : INFO : Epoch 1968 | loss: 0.0309776 | val_loss: 0.0313339 | Time: 2850.98 ms [2021-08-10 12:23:42 main:574] : INFO : Epoch 1969 | loss: 0.0309759 | val_loss: 0.0313381 | Time: 2861.22 ms [2021-08-10 12:23:45 main:574] : INFO : Epoch 1970 | loss: 0.0309807 | val_loss: 0.0313444 | Time: 2966.01 ms [2021-08-10 12:23:48 main:574] : INFO : Epoch 1971 | loss: 0.0309785 | val_loss: 0.0313058 | Time: 2845.38 ms [2021-08-10 12:23:51 main:574] : INFO : Epoch 1972 | loss: 0.0309736 | val_loss: 0.0312984 | Time: 2856.8 ms [2021-08-10 12:23:54 main:574] : INFO : Epoch 1973 | loss: 0.0309822 | val_loss: 0.0313138 | Time: 2938.62 ms [2021-08-10 12:23:57 main:574] : INFO : Epoch 1974 | loss: 0.0309813 | val_loss: 0.0313292 | Time: 2747.5 ms [2021-08-10 12:24:00 main:574] : INFO : Epoch 1975 | loss: 0.030979 | val_loss: 0.0313094 | Time: 3004.15 ms [2021-08-10 12:24:02 main:574] : INFO : Epoch 1976 | loss: 0.0309837 | val_loss: 0.0313234 | Time: 2857.9 ms [2021-08-10 12:24:05 main:574] : INFO : Epoch 1977 | loss: 0.0309819 | val_loss: 0.0312895 | Time: 2819.11 ms [2021-08-10 12:24:09 main:574] : INFO : Epoch 1978 | loss: 0.0309735 | val_loss: 0.0313302 | Time: 2955.75 ms [2021-08-10 12:24:12 main:574] : INFO : Epoch 1979 | loss: 0.0309755 | val_loss: 0.0313072 | Time: 2891.57 ms [2021-08-10 12:24:15 main:574] : INFO : Epoch 1980 | loss: 0.0309857 | val_loss: 0.0313215 | Time: 2985.04 ms [2021-08-10 12:24:18 main:574] : INFO : Epoch 1981 | loss: 0.0309755 | val_loss: 0.0313168 | Time: 3140.2 ms [2021-08-10 12:24:21 main:574] : INFO : Epoch 1982 | loss: 0.0309826 | val_loss: 0.031298 | Time: 2852.88 ms [2021-08-10 12:24:24 main:574] : INFO : Epoch 1983 | loss: 0.0309754 | val_loss: 0.0313115 | Time: 2988.69 ms [2021-08-10 12:24:27 main:574] : INFO : Epoch 1984 | loss: 0.0309681 | val_loss: 0.0313459 | Time: 2948.88 ms [2021-08-10 12:24:29 main:574] : INFO : Epoch 1985 | loss: 0.0309717 | val_loss: 0.0312744 | Time: 2898.75 ms [2021-08-10 12:24:32 main:574] : INFO : Epoch 1986 | loss: 0.0309727 | val_loss: 0.0313441 | Time: 2898.34 ms [2021-08-10 12:24:35 main:574] : INFO : Epoch 1987 | loss: 0.0309623 | val_loss: 0.0313292 | Time: 2921.12 ms [2021-08-10 12:24:38 main:574] : INFO : Epoch 1988 | loss: 0.0309677 | val_loss: 0.0313603 | Time: 2795.65 ms [2021-08-10 12:24:41 main:574] : INFO : Epoch 1989 | loss: 0.0309806 | val_loss: 0.0313368 | Time: 3127.41 ms [2021-08-10 12:24:45 main:574] : INFO : Epoch 1990 | loss: 0.0309719 | val_loss: 0.0313022 | Time: 3555.84 ms [2021-08-10 12:24:48 main:574] : INFO : Epoch 1991 | loss: 0.030971 | val_loss: 0.0313095 | Time: 2835.18 ms [2021-08-10 12:24:50 main:574] : INFO : Epoch 1992 | loss: 0.0309706 | val_loss: 0.0313193 | Time: 2874.7 ms [2021-08-10 12:24:53 main:574] : INFO : Epoch 1993 | loss: 0.0309751 | val_loss: 0.0313391 | Time: 2964.17 ms [2021-08-10 12:24:56 main:574] : INFO : Epoch 1994 | loss: 0.0309844 | val_loss: 0.0313125 | Time: 2939.45 ms [2021-08-10 12:24:59 main:574] : INFO : Epoch 1995 | loss: 0.0309729 | val_loss: 0.0313256 | Time: 2846.59 ms [2021-08-10 12:25:02 main:574] : INFO : Epoch 1996 | loss: 0.0309845 | val_loss: 0.0313719 | Time: 2828.5 ms [2021-08-10 12:25:05 main:574] : INFO : Epoch 1997 | loss: 0.0309876 | val_loss: 0.0313275 | Time: 2963.78 ms [2021-08-10 12:25:08 main:574] : INFO : Epoch 1998 | loss: 0.030988 | val_loss: 0.0312899 | Time: 2958.05 ms [2021-08-10 12:25:11 main:574] : INFO : Epoch 1999 | loss: 0.0309765 | val_loss: 0.031314 | Time: 2915.43 ms [2021-08-10 12:25:14 main:574] : INFO : Epoch 2000 | loss: 0.0309745 | val_loss: 0.0312924 | Time: 2944.21 ms [2021-08-10 12:25:17 main:574] : INFO : Epoch 2001 | loss: 0.0309768 | val_loss: 0.0312955 | Time: 2880.32 ms [2021-08-10 12:25:20 main:574] : INFO : Epoch 2002 | loss: 0.0309678 | val_loss: 0.0313574 | Time: 2885.75 ms [2021-08-10 12:25:23 main:574] : INFO : Epoch 2003 | loss: 0.0309709 | val_loss: 0.03133 | Time: 2738.85 ms [2021-08-10 12:25:26 main:574] : INFO : Epoch 2004 | loss: 0.0309726 | val_loss: 0.0312633 | Time: 2826.91 ms [2021-08-10 12:25:29 main:574] : INFO : Epoch 2005 | loss: 0.0309823 | val_loss: 0.0313009 | Time: 2898.67 ms [2021-08-10 12:25:31 main:574] : INFO : Epoch 2006 | loss: 0.0309829 | val_loss: 0.0313287 | Time: 2864.56 ms [2021-08-10 12:25:34 main:574] : INFO : Epoch 2007 | loss: 0.0309699 | val_loss: 0.0312785 | Time: 2896.39 ms [2021-08-10 12:25:37 main:574] : INFO : Epoch 2008 | loss: 0.030974 | val_loss: 0.031338 | Time: 2925.33 ms [2021-08-10 12:25:40 main:574] : INFO : Epoch 2009 | loss: 0.0309738 | val_loss: 0.0312877 | Time: 3015.94 ms [2021-08-10 12:25:43 main:574] : INFO : Epoch 2010 | loss: 0.0309783 | val_loss: 0.0312732 | Time: 2815.45 ms [2021-08-10 12:25:46 main:574] : INFO : Epoch 2011 | loss: 0.0309711 | val_loss: 0.0313236 | Time: 2802.58 ms [2021-08-10 12:25:49 main:574] : INFO : Epoch 2012 | loss: 0.0309686 | val_loss: 0.0313304 | Time: 2933.66 ms [2021-08-10 12:25:52 main:574] : INFO : Epoch 2013 | loss: 0.0309707 | val_loss: 0.0313185 | Time: 2864.83 ms [2021-08-10 12:25:55 main:574] : INFO : Epoch 2014 | loss: 0.0309648 | val_loss: 0.031315 | Time: 2886.56 ms [2021-08-10 12:25:58 main:574] : INFO : Epoch 2015 | loss: 0.0309638 | val_loss: 0.0313043 | Time: 2870.66 ms [2021-08-10 12:26:01 main:574] : INFO : Epoch 2016 | loss: 0.03097 | val_loss: 0.0313432 | Time: 3057.04 ms [2021-08-10 12:26:04 main:574] : INFO : Epoch 2017 | loss: 0.0309718 | val_loss: 0.0313021 | Time: 2896.22 ms [2021-08-10 12:26:07 main:574] : INFO : Epoch 2018 | loss: 0.0309921 | val_loss: 0.0313446 | Time: 3118.99 ms [2021-08-10 12:26:20 main:574] : INFO : Epoch 2019 | loss: 0.0309868 | val_loss: 0.0313014 | Time: 13024.5 ms [2021-08-10 12:26:23 main:574] : INFO : Epoch 2020 | loss: 0.0309789 | val_loss: 0.0313216 | Time: 3084.74 ms [2021-08-10 12:26:26 main:574] : INFO : Epoch 2021 | loss: 0.0309773 | val_loss: 0.0313454 | Time: 3117.32 ms [2021-08-10 12:26:29 main:574] : INFO : Epoch 2022 | loss: 0.0309683 | val_loss: 0.0313404 | Time: 3003.18 ms [2021-08-10 12:26:32 main:574] : INFO : Epoch 2023 | loss: 0.0309802 | val_loss: 0.0313422 | Time: 2816.2 ms [2021-08-10 12:26:35 main:574] : INFO : Epoch 2024 | loss: 0.0309722 | val_loss: 0.0313093 | Time: 2930.43 ms [2021-08-10 12:26:38 main:574] : INFO : Epoch 2025 | loss: 0.0309722 | val_loss: 0.0313103 | Time: 2880.88 ms [2021-08-10 12:26:41 main:574] : INFO : Epoch 2026 | loss: 0.0309655 | val_loss: 0.0313738 | Time: 2721.06 ms [2021-08-10 12:26:44 main:574] : INFO : Epoch 2027 | loss: 0.0309775 | val_loss: 0.0313218 | Time: 2821.97 ms [2021-08-10 12:26:47 main:574] : INFO : Epoch 2028 | loss: 0.0309693 | val_loss: 0.0312927 | Time: 2962.39 ms [2021-08-10 12:26:49 main:574] : INFO : Epoch 2029 | loss: 0.0309737 | val_loss: 0.0312953 | Time: 2839.24 ms [2021-08-10 12:26:52 main:574] : INFO : Epoch 2030 | loss: 0.0309746 | val_loss: 0.0313122 | Time: 2807.27 ms [2021-08-10 12:26:55 main:574] : INFO : Epoch 2031 | loss: 0.0309688 | val_loss: 0.0313563 | Time: 2971.03 ms [2021-08-10 12:26:58 main:574] : INFO : Epoch 2032 | loss: 0.030977 | val_loss: 0.0312863 | Time: 2969.75 ms [2021-08-10 12:27:01 main:574] : INFO : Epoch 2033 | loss: 0.0309773 | val_loss: 0.0312999 | Time: 2899.42 ms [2021-08-10 12:27:04 main:574] : INFO : Epoch 2034 | loss: 0.030974 | val_loss: 0.0313147 | Time: 2866.74 ms [2021-08-10 12:27:07 main:574] : INFO : Epoch 2035 | loss: 0.0309776 | val_loss: 0.0313459 | Time: 3013.45 ms [2021-08-10 12:27:10 main:574] : INFO : Epoch 2036 | loss: 0.0309733 | val_loss: 0.0313042 | Time: 3000.14 ms [2021-08-10 12:27:13 main:574] : INFO : Epoch 2037 | loss: 0.0309691 | val_loss: 0.0313202 | Time: 2989.69 ms [2021-08-10 12:27:16 main:574] : INFO : Epoch 2038 | loss: 0.0309655 | val_loss: 0.0313434 | Time: 2924.2 ms [2021-08-10 12:27:19 main:574] : INFO : Epoch 2039 | loss: 0.0309659 | val_loss: 0.031295 | Time: 2904.39 ms [2021-08-10 12:27:22 main:574] : INFO : Epoch 2040 | loss: 0.0309833 | val_loss: 0.0313389 | Time: 2915.37 ms [2021-08-10 12:27:25 main:574] : INFO : Epoch 2041 | loss: 0.0309821 | val_loss: 0.0313241 | Time: 2891.72 ms [2021-08-10 12:27:28 main:574] : INFO : Epoch 2042 | loss: 0.0309739 | val_loss: 0.0313027 | Time: 3006.77 ms [2021-08-10 12:27:31 main:574] : INFO : Epoch 2043 | loss: 0.030987 | val_loss: 0.0313135 | Time: 2981.95 ms [2021-08-10 12:27:34 main:574] : INFO : Epoch 2044 | loss: 0.0309811 | val_loss: 0.0313385 | Time: 2895.59 ms [2021-08-10 12:27:37 main:574] : INFO : Epoch 2045 | loss: 0.030972 | val_loss: 0.031326 | Time: 2990.49 ms [2021-08-10 12:27:40 main:574] : INFO : Epoch 2046 | loss: 0.0309783 | val_loss: 0.0312989 | Time: 3021.59 ms [2021-08-10 12:27:43 main:574] : INFO : Epoch 2047 | loss: 0.0309718 | val_loss: 0.0312926 | Time: 3105.46 ms [2021-08-10 12:27:46 main:574] : INFO : Epoch 2048 | loss: 0.0309744 | val_loss: 0.0313442 | Time: 3067.39 ms [2021-08-10 12:27:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313442 [2021-08-10 12:27:46 main:603] : INFO : Saving end state to config to file [2021-08-10 12:27:46 main:608] : INFO : Success, exiting.. 12:27:46 (114392): 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)