Task 3325494
| Name | ParityModified-1608176311-14608-0_2 |
| Workunit | 1584421 |
| Created | 18 Dec 2020, 13:11:57 UTC |
| Sent | 18 Dec 2020, 14:45:34 UTC |
| Report deadline | 26 Dec 2020, 14:45:34 UTC |
| Received | 18 Dec 2020, 17:58:26 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 15 sec |
| CPU time | 1 hours 36 min 10 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> -12-18 09:07:55 main:581] : INFO : Epoch 1538 | loss: 0.0310166 | val_loss: 0.0312787 | Time: 2816.61 ms [2020-12-18 09:07:58 main:581] : INFO : Epoch 1539 | loss: 0.0310145 | val_loss: 0.031281 | Time: 2795 ms [2020-12-18 09:08:01 main:581] : INFO : Epoch 1540 | loss: 0.0310096 | val_loss: 0.0312491 | Time: 2867.29 ms [2020-12-18 09:08:03 main:581] : INFO : Epoch 1541 | loss: 0.0310018 | val_loss: 0.0312975 | Time: 2812.02 ms [2020-12-18 09:08:06 main:581] : INFO : Epoch 1542 | loss: 0.0310052 | val_loss: 0.0312814 | Time: 2819.11 ms [2020-12-18 09:08:09 main:581] : INFO : Epoch 1543 | loss: 0.0310184 | val_loss: 0.0312759 | Time: 2820.18 ms [2020-12-18 09:08:12 main:581] : INFO : Epoch 1544 | loss: 0.0310125 | val_loss: 0.0312895 | Time: 2811.47 ms [2020-12-18 09:08:15 main:581] : INFO : Epoch 1545 | loss: 0.0310089 | val_loss: 0.0312933 | Time: 2821.05 ms [2020-12-18 09:08:17 main:581] : INFO : Epoch 1546 | loss: 0.0310073 | val_loss: 0.0312614 | Time: 2810.2 ms [2020-12-18 09:08:20 main:581] : INFO : Epoch 1547 | loss: 0.0310048 | val_loss: 0.0312651 | Time: 2814.77 ms [2020-12-18 09:08:23 main:581] : INFO : Epoch 1548 | loss: 0.0310169 | val_loss: 0.0312831 | Time: 2817.98 ms [2020-12-18 09:08:26 main:581] : INFO : Epoch 1549 | loss: 0.0310192 | val_loss: 0.0312852 | Time: 2821.5 ms [2020-12-18 09:08:29 main:581] : INFO : Epoch 1550 | loss: 0.0310071 | val_loss: 0.0312561 | Time: 2824.02 ms [2020-12-18 09:08:32 main:581] : INFO : Epoch 1551 | loss: 0.0310051 | val_loss: 0.0312898 | Time: 2809.1 ms [2020-12-18 09:08:34 main:581] : INFO : Epoch 1552 | loss: 0.0310025 | val_loss: 0.0312745 | Time: 2815.02 ms [2020-12-18 09:08:37 main:581] : INFO : Epoch 1553 | loss: 0.0310073 | val_loss: 0.031272 | Time: 2815.44 ms [2020-12-18 09:08:40 main:581] : INFO : Epoch 1554 | loss: 0.0310123 | val_loss: 0.0312721 | Time: 2806.87 ms [2020-12-18 09:08:43 main:581] : INFO : Epoch 1555 | loss: 0.031014 | val_loss: 0.0312596 | Time: 2819.26 ms [2020-12-18 09:08:46 main:581] : INFO : Epoch 1556 | loss: 0.0310045 | val_loss: 0.0312792 | Time: 2818.6 ms [2020-12-18 09:08:48 main:581] : INFO : Epoch 1557 | loss: 0.0310036 | val_loss: 0.031273 | Time: 2815.41 ms [2020-12-18 09:08:51 main:581] : INFO : Epoch 1558 | loss: 0.0310025 | val_loss: 0.0313093 | Time: 2817.86 ms [2020-12-18 09:08:54 main:581] : INFO : Epoch 1559 | loss: 0.0310065 | val_loss: 0.0312993 | Time: 2816.29 ms [2020-12-18 09:08:57 main:581] : INFO : Epoch 1560 | loss: 0.0310086 | val_loss: 0.0312968 | Time: 2811.49 ms [2020-12-18 09:09:00 main:581] : INFO : Epoch 1561 | loss: 0.0310077 | val_loss: 0.0312683 | Time: 2847.55 ms [2020-12-18 09:09:03 main:581] : INFO : Epoch 1562 | loss: 0.0310134 | val_loss: 0.0312512 | Time: 2820.29 ms [2020-12-18 09:09:05 main:581] : INFO : Epoch 1563 | loss: 0.0310229 | val_loss: 0.0312596 | Time: 2815.17 ms [2020-12-18 09:09:08 main:581] : INFO : Epoch 1564 | loss: 0.0310158 | val_loss: 0.03127 | Time: 2813.01 ms [2020-12-18 09:09:11 main:581] : INFO : Epoch 1565 | loss: 0.0310079 | val_loss: 0.0312694 | Time: 2815.27 ms [2020-12-18 09:09:14 main:581] : INFO : Epoch 1566 | loss: 0.031005 | val_loss: 0.0312943 | Time: 2811.87 ms [2020-12-18 09:09:17 main:581] : INFO : Epoch 1567 | loss: 0.0310027 | val_loss: 0.03125 | Time: 2814.3 ms [2020-12-18 09:09:19 main:581] : INFO : Epoch 1568 | loss: 0.0310058 | val_loss: 0.031288 | Time: 2808.98 ms [2020-12-18 09:09:22 main:581] : INFO : Epoch 1569 | loss: 0.0310118 | val_loss: 0.0313052 | Time: 2806.89 ms [2020-12-18 09:09:25 main:581] : INFO : Epoch 1570 | loss: 0.031008 | val_loss: 0.0312711 | Time: 2816.67 ms [2020-12-18 09:09:28 main:581] : INFO : Epoch 1571 | loss: 0.031009 | val_loss: 0.0312754 | Time: 2817.8 ms [2020-12-18 09:09:31 main:581] : INFO : Epoch 1572 | loss: 0.0310118 | val_loss: 0.0313008 | Time: 2838.71 ms [2020-12-18 09:09:33 main:581] : INFO : Epoch 1573 | loss: 0.0310105 | val_loss: 0.0312708 | Time: 2808.98 ms [2020-12-18 09:09:36 main:581] : INFO : Epoch 1574 | loss: 0.0310168 | val_loss: 0.0312797 | Time: 2821.01 ms [2020-12-18 09:09:39 main:581] : INFO : Epoch 1575 | loss: 0.0310231 | val_loss: 0.0312823 | Time: 2808.95 ms [2020-12-18 09:09:42 main:581] : INFO : Epoch 1576 | loss: 0.0310104 | val_loss: 0.0312779 | Time: 2817.53 ms [2020-12-18 09:09:45 main:581] : INFO : Epoch 1577 | loss: 0.0310021 | val_loss: 0.0312866 | Time: 2820.45 ms [2020-12-18 09:09:48 main:581] : INFO : Epoch 1578 | loss: 0.0310098 | val_loss: 0.0312653 | Time: 2820.76 ms [2020-12-18 09:09:50 main:581] : INFO : Epoch 1579 | loss: 0.0310551 | val_loss: 0.0312316 | Time: 2817.05 ms [2020-12-18 09:09:53 main:581] : INFO : Epoch 1580 | loss: 0.0310887 | val_loss: 0.0312426 | Time: 2819.69 ms [2020-12-18 09:09:56 main:581] : INFO : Epoch 1581 | loss: 0.0310591 | val_loss: 0.0312425 | Time: 2820.26 ms [2020-12-18 09:09:59 main:581] : INFO : Epoch 1582 | loss: 0.0310355 | val_loss: 0.0312544 | Time: 2833.06 ms [2020-12-18 09:10:02 main:581] : INFO : Epoch 1583 | loss: 0.0310262 | val_loss: 0.0312411 | Time: 2838.81 ms [2020-12-18 09:10:05 main:581] : INFO : Epoch 1584 | loss: 0.0310248 | val_loss: 0.0312927 | Time: 2816.23 ms [2020-12-18 09:10:07 main:581] : INFO : Epoch 1585 | loss: 0.0310195 | val_loss: 0.0312814 | Time: 2824.73 ms [2020-12-18 09:10:10 main:581] : INFO : Epoch 1586 | loss: 0.0310184 | val_loss: 0.0312776 | Time: 2820.41 ms [2020-12-18 09:10:13 main:581] : INFO : Epoch 1587 | loss: 0.031006 | val_loss: 0.0312687 | Time: 2816.47 ms [2020-12-18 09:10:16 main:581] : INFO : Epoch 1588 | loss: 0.0310164 | val_loss: 0.0312989 | Time: 2813.73 ms [2020-12-18 09:10:19 main:581] : INFO : Epoch 1589 | loss: 0.0310178 | val_loss: 0.0312594 | Time: 2817.67 ms [2020-12-18 09:10:21 main:581] : INFO : Epoch 1590 | loss: 0.0310187 | val_loss: 0.0312709 | Time: 2814 ms [2020-12-18 09:10:24 main:581] : INFO : Epoch 1591 | loss: 0.0310116 | val_loss: 0.0312559 | Time: 2814.9 ms [2020-12-18 09:10:27 main:581] : INFO : Epoch 1592 | loss: 0.0310084 | val_loss: 0.0312878 | Time: 2820.27 ms [2020-12-18 09:10:30 main:581] : INFO : Epoch 1593 | loss: 0.0310041 | val_loss: 0.0312761 | Time: 2839.44 ms [2020-12-18 09:10:33 main:581] : INFO : Epoch 1594 | loss: 0.0310107 | val_loss: 0.0312907 | Time: 2810.93 ms [2020-12-18 09:10:36 main:581] : INFO : Epoch 1595 | loss: 0.0310414 | val_loss: 0.0312634 | Time: 2806.9 ms [2020-12-18 09:10:38 main:581] : INFO : Epoch 1596 | loss: 0.0310246 | val_loss: 0.0312858 | Time: 2809.35 ms [2020-12-18 09:10:41 main:581] : INFO : Epoch 1597 | loss: 0.03101 | val_loss: 0.0312637 | Time: 2810.71 ms [2020-12-18 09:10:44 main:581] : INFO : Epoch 1598 | loss: 0.0310127 | val_loss: 0.0312701 | Time: 2815.93 ms [2020-12-18 09:10:47 main:581] : INFO : Epoch 1599 | loss: 0.0310248 | val_loss: 0.0312744 | Time: 2813.68 ms [2020-12-18 09:10:50 main:581] : INFO : Epoch 1600 | loss: 0.0310169 | val_loss: 0.0312835 | Time: 2815.31 ms [2020-12-18 09:10:52 main:581] : INFO : Epoch 1601 | loss: 0.0310049 | val_loss: 0.0312714 | Time: 2814.85 ms [2020-12-18 09:10:55 main:581] : INFO : Epoch 1602 | loss: 0.0310056 | val_loss: 0.0312654 | Time: 2818.89 ms [2020-12-18 09:10:58 main:581] : INFO : Epoch 1603 | loss: 0.0310088 | val_loss: 0.0312503 | Time: 2817.46 ms [2020-12-18 09:11:01 main:581] : INFO : Epoch 1604 | loss: 0.0310208 | val_loss: 0.0312742 | Time: 2864.69 ms [2020-12-18 09:11:04 main:581] : INFO : Epoch 1605 | loss: 0.0310023 | val_loss: 0.0313006 | Time: 2819.76 ms [2020-12-18 09:11:07 main:581] : INFO : Epoch 1606 | loss: 0.0310046 | val_loss: 0.0312845 | Time: 2816.2 ms [2020-12-18 09:11:09 main:581] : INFO : Epoch 1607 | loss: 0.0310106 | val_loss: 0.0312646 | Time: 2820.03 ms [2020-12-18 09:11:12 main:581] : INFO : Epoch 1608 | loss: 0.0310106 | val_loss: 0.0312718 | Time: 2805.91 ms [2020-12-18 09:11:15 main:581] : INFO : Epoch 1609 | loss: 0.0310183 | val_loss: 0.0312672 | Time: 2815.3 ms [2020-12-18 09:11:18 main:581] : INFO : Epoch 1610 | loss: 0.0310014 | val_loss: 0.0313026 | Time: 2816.86 ms [2020-12-18 09:11:21 main:581] : INFO : Epoch 1611 | loss: 0.0310036 | val_loss: 0.0312578 | Time: 2813.66 ms [2020-12-18 09:11:23 main:581] : INFO : Epoch 1612 | loss: 0.0310234 | val_loss: 0.0312743 | Time: 2810.79 ms [2020-12-18 09:11:26 main:581] : INFO : Epoch 1613 | loss: 0.0310141 | val_loss: 0.0312796 | Time: 2814.17 ms [2020-12-18 09:11:29 main:581] : INFO : Epoch 1614 | loss: 0.031019 | val_loss: 0.0312713 | Time: 2836.52 ms [2020-12-18 09:11:32 main:581] : INFO : Epoch 1615 | loss: 0.0310158 | val_loss: 0.0312329 | Time: 2817.52 ms [2020-12-18 09:11:35 main:581] : INFO : Epoch 1616 | loss: 0.0310166 | val_loss: 0.0312575 | Time: 2802.68 ms [2020-12-18 09:11:38 main:581] : INFO : Epoch 1617 | loss: 0.0310043 | val_loss: 0.031295 | Time: 2802.2 ms [2020-12-18 09:11:40 main:581] : INFO : Epoch 1618 | loss: 0.0310041 | val_loss: 0.0312857 | Time: 2808.31 ms [2020-12-18 09:11:43 main:581] : INFO : Epoch 1619 | loss: 0.0310099 | val_loss: 0.0312741 | Time: 2817.04 ms [2020-12-18 09:11:46 main:581] : INFO : Epoch 1620 | loss: 0.0310069 | val_loss: 0.0312644 | Time: 2811.6 ms [2020-12-18 09:11:49 main:581] : INFO : Epoch 1621 | loss: 0.0310144 | val_loss: 0.0312812 | Time: 2816.5 ms [2020-12-18 09:11:52 main:581] : INFO : Epoch 1622 | loss: 0.0310154 | val_loss: 0.0312716 | Time: 2814.15 ms [2020-12-18 09:11:54 main:581] : INFO : Epoch 1623 | loss: 0.0310075 | val_loss: 0.0312574 | Time: 2814 ms [2020-12-18 09:11:57 main:581] : INFO : Epoch 1624 | loss: 0.0310097 | val_loss: 0.0312685 | Time: 2813.93 ms [2020-12-18 09:12:00 main:581] : INFO : Epoch 1625 | loss: 0.0310082 | val_loss: 0.0312986 | Time: 2864.29 ms [2020-12-18 09:12:03 main:581] : INFO : Epoch 1626 | loss: 0.0310011 | val_loss: 0.0312696 | Time: 2821.08 ms [2020-12-18 09:12:06 main:581] : INFO : Epoch 1627 | loss: 0.031011 | val_loss: 0.0312833 | Time: 2814.44 ms [2020-12-18 09:12:09 main:581] : INFO : Epoch 1628 | loss: 0.0310105 | val_loss: 0.0312607 | Time: 2812.76 ms [2020-12-18 09:12:11 main:581] : INFO : Epoch 1629 | loss: 0.0310094 | val_loss: 0.031274 | Time: 2799.48 ms [2020-12-18 09:12:14 main:581] : INFO : Epoch 1630 | loss: 0.0310147 | val_loss: 0.0312658 | Time: 2816.39 ms [2020-12-18 09:12:17 main:581] : INFO : Epoch 1631 | loss: 0.0310097 | val_loss: 0.0312963 | Time: 2813.4 ms [2020-12-18 09:12:20 main:581] : INFO : Epoch 1632 | loss: 0.0310054 | val_loss: 0.0312842 | Time: 2810.69 ms [2020-12-18 09:12:23 main:581] : INFO : Epoch 1633 | loss: 0.031012 | val_loss: 0.0312883 | Time: 2800.59 ms [2020-12-18 09:12:25 main:581] : INFO : Epoch 1634 | loss: 0.03101 | val_loss: 0.0312991 | Time: 2806.33 ms [2020-12-18 09:12:28 main:581] : INFO : Epoch 1635 | loss: 0.0310087 | val_loss: 0.0312727 | Time: 2815.02 ms [2020-12-18 09:12:31 main:581] : INFO : Epoch 1636 | loss: 0.0310137 | val_loss: 0.0312659 | Time: 2836.47 ms [2020-12-18 09:12:34 main:581] : INFO : Epoch 1637 | loss: 0.0310167 | val_loss: 0.0312751 | Time: 2817.38 ms [2020-12-18 09:12:37 main:581] : INFO : Epoch 1638 | loss: 0.0310083 | val_loss: 0.0312752 | Time: 2819.93 ms [2020-12-18 09:12:39 main:581] : INFO : Epoch 1639 | loss: 0.0310068 | val_loss: 0.0312642 | Time: 2817.4 ms [2020-12-18 09:12:42 main:581] : INFO : Epoch 1640 | loss: 0.031006 | val_loss: 0.0312462 | Time: 2815.67 ms [2020-12-18 09:12:45 main:581] : INFO : Epoch 1641 | loss: 0.0310253 | val_loss: 0.0312527 | Time: 2811.52 ms [2020-12-18 09:12:48 main:581] : INFO : Epoch 1642 | loss: 0.0310304 | val_loss: 0.0312782 | Time: 2807.06 ms [2020-12-18 09:12:51 main:581] : INFO : Epoch 1643 | loss: 0.0310212 | val_loss: 0.031269 | Time: 2807.71 ms [2020-12-18 09:12:54 main:581] : INFO : Epoch 1644 | loss: 0.0310141 | val_loss: 0.0312827 | Time: 2806.68 ms [2020-12-18 09:12:56 main:581] : INFO : Epoch 1645 | loss: 0.0310027 | val_loss: 0.0312865 | Time: 2809.73 ms [2020-12-18 09:12:59 main:581] : INFO : Epoch 1646 | loss: 0.0309996 | val_loss: 0.0312887 | Time: 2836.14 ms [2020-12-18 09:13:02 main:581] : INFO : Epoch 1647 | loss: 0.0310068 | val_loss: 0.0312791 | Time: 2828.7 ms [2020-12-18 09:13:05 main:581] : INFO : Epoch 1648 | loss: 0.0310067 | val_loss: 0.0312652 | Time: 2819.51 ms [2020-12-18 09:13:08 main:581] : INFO : Epoch 1649 | loss: 0.0310107 | val_loss: 0.0313008 | Time: 2819.7 ms [2020-12-18 09:13:10 main:581] : INFO : Epoch 1650 | loss: 0.0310113 | val_loss: 0.0312769 | Time: 2822.46 ms [2020-12-18 09:13:13 main:581] : INFO : Epoch 1651 | loss: 0.0310064 | val_loss: 0.0312932 | Time: 2811.49 ms [2020-12-18 09:13:16 main:581] : INFO : Epoch 1652 | loss: 0.0310051 | val_loss: 0.0312959 | Time: 2814.65 ms [2020-12-18 09:13:19 main:581] : INFO : Epoch 1653 | loss: 0.0310083 | val_loss: 0.0312595 | Time: 2820.58 ms [2020-12-18 09:13:22 main:581] : INFO : Epoch 1654 | loss: 0.0310096 | val_loss: 0.0312874 | Time: 2815.29 ms [2020-12-18 09:13:25 main:581] : INFO : Epoch 1655 | loss: 0.0310124 | val_loss: 0.0312742 | Time: 2815.67 ms [2020-12-18 09:13:27 main:581] : INFO : Epoch 1656 | loss: 0.0310136 | val_loss: 0.031274 | Time: 2818.01 ms [2020-12-18 09:13:30 main:581] : INFO : Epoch 1657 | loss: 0.0310073 | val_loss: 0.0312664 | Time: 2835.53 ms [2020-12-18 09:13:33 main:581] : INFO : Epoch 1658 | loss: 0.031011 | val_loss: 0.0312786 | Time: 2814.38 ms [2020-12-18 09:13:36 main:581] : INFO : Epoch 1659 | loss: 0.0310162 | val_loss: 0.0312769 | Time: 2806.07 ms [2020-12-18 09:13:39 main:581] : INFO : Epoch 1660 | loss: 0.0310145 | val_loss: 0.0312666 | Time: 2809.35 ms [2020-12-18 09:13:41 main:581] : INFO : Epoch 1661 | loss: 0.0310069 | val_loss: 0.0313072 | Time: 2813 ms [2020-12-18 09:13:44 main:581] : INFO : Epoch 1662 | loss: 0.0310042 | val_loss: 0.0312945 | Time: 2806.76 ms [2020-12-18 09:13:47 main:581] : INFO : Epoch 1663 | loss: 0.0310083 | val_loss: 0.0312754 | Time: 2811.54 ms [2020-12-18 09:13:50 main:581] : INFO : Epoch 1664 | loss: 0.0310046 | val_loss: 0.031254 | Time: 2802.89 ms [2020-12-18 09:13:53 main:581] : INFO : Epoch 1665 | loss: 0.0310082 | val_loss: 0.0312764 | Time: 2812.1 ms [2020-12-18 09:13:56 main:581] : INFO : Epoch 1666 | loss: 0.031015 | val_loss: 0.031284 | Time: 2815.5 ms [2020-12-18 09:13:58 main:581] : INFO : Epoch 1667 | loss: 0.0310126 | val_loss: 0.031277 | Time: 2816.63 ms [2020-12-18 09:14:01 main:581] : INFO : Epoch 1668 | loss: 0.0310025 | val_loss: 0.0312945 | Time: 2860.94 ms [2020-12-18 09:14:04 main:581] : INFO : Epoch 1669 | loss: 0.0309988 | val_loss: 0.0312785 | Time: 2805.25 ms [2020-12-18 09:14:07 main:581] : INFO : Epoch 1670 | loss: 0.0310023 | val_loss: 0.0312815 | Time: 2816.91 ms [2020-12-18 09:14:10 main:581] : INFO : Epoch 1671 | loss: 0.031004 | val_loss: 0.0312855 | Time: 2801.18 ms [2020-12-18 09:14:12 main:581] : INFO : Epoch 1672 | loss: 0.0310014 | val_loss: 0.0312664 | Time: 2820.94 ms [2020-12-18 09:14:15 main:581] : INFO : Epoch 1673 | loss: 0.0310012 | val_loss: 0.0312905 | Time: 2817.91 ms [2020-12-18 09:14:18 main:581] : INFO : Epoch 1674 | loss: 0.0310007 | val_loss: 0.0312664 | Time: 2816.63 ms [2020-12-18 09:14:21 main:581] : INFO : Epoch 1675 | loss: 0.0310041 | val_loss: 0.0312792 | Time: 2816.03 ms [2020-12-18 09:14:24 main:581] : INFO : Epoch 1676 | loss: 0.0310085 | val_loss: 0.0312751 | Time: 2817 ms [2020-12-18 09:14:27 main:581] : INFO : Epoch 1677 | loss: 0.031013 | val_loss: 0.0312815 | Time: 2817.49 ms [2020-12-18 09:14:29 main:581] : INFO : Epoch 1678 | loss: 0.031006 | val_loss: 0.0312724 | Time: 2840.3 ms [2020-12-18 09:14:32 main:581] : INFO : Epoch 1679 | loss: 0.0310066 | val_loss: 0.0312723 | Time: 2819.66 ms [2020-12-18 09:14:35 main:581] : INFO : Epoch 1680 | loss: 0.0310076 | val_loss: 0.0312683 | Time: 2818.38 ms [2020-12-18 09:14:38 main:581] : INFO : Epoch 1681 | loss: 0.0310114 | val_loss: 0.031257 | Time: 2817.11 ms [2020-12-18 09:14:41 main:581] : INFO : Epoch 1682 | loss: 0.031011 | val_loss: 0.0312939 | Time: 2815.51 ms [2020-12-18 09:14:43 main:581] : INFO : Epoch 1683 | loss: 0.0310081 | val_loss: 0.0312863 | Time: 2817.88 ms [2020-12-18 09:14:46 main:581] : INFO : Epoch 1684 | loss: 0.0310089 | val_loss: 0.0312845 | Time: 2819.85 ms [2020-12-18 09:14:49 main:581] : INFO : Epoch 1685 | loss: 0.0310044 | val_loss: 0.0312674 | Time: 2816.53 ms [2020-12-18 09:14:52 main:581] : INFO : Epoch 1686 | loss: 0.0310035 | val_loss: 0.0312785 | Time: 2816.39 ms [2020-12-18 09:14:55 main:581] : INFO : Epoch 1687 | loss: 0.0310109 | val_loss: 0.0312681 | Time: 2821.73 ms [2020-12-18 09:14:58 main:581] : INFO : Epoch 1688 | loss: 0.0310258 | val_loss: 0.0312729 | Time: 2818.79 ms [2020-12-18 09:15:00 main:581] : INFO : Epoch 1689 | loss: 0.0310163 | val_loss: 0.0312824 | Time: 2864.75 ms [2020-12-18 09:15:03 main:581] : INFO : Epoch 1690 | loss: 0.0310101 | val_loss: 0.0312851 | Time: 2818.24 ms [2020-12-18 09:15:06 main:581] : INFO : Epoch 1691 | loss: 0.0310248 | val_loss: 0.03128 | Time: 2819.38 ms [2020-12-18 09:15:09 main:581] : INFO : Epoch 1692 | loss: 0.0310136 | val_loss: 0.0312855 | Time: 2817.37 ms [2020-12-18 09:15:12 main:581] : INFO : Epoch 1693 | loss: 0.0310039 | val_loss: 0.0312705 | Time: 2812.46 ms [2020-12-18 09:15:15 main:581] : INFO : Epoch 1694 | loss: 0.031003 | val_loss: 0.0312771 | Time: 2817.02 ms [2020-12-18 09:15:17 main:581] : INFO : Epoch 1695 | loss: 0.0310099 | val_loss: 0.0312761 | Time: 2820.8 ms [2020-12-18 09:15:20 main:581] : INFO : Epoch 1696 | loss: 0.0310129 | val_loss: 0.0312931 | Time: 2816.28 ms [2020-12-18 09:15:23 main:581] : INFO : Epoch 1697 | loss: 0.031011 | val_loss: 0.0312527 | Time: 2817.46 ms [2020-12-18 09:15:26 main:581] : INFO : Epoch 1698 | loss: 0.0310114 | val_loss: 0.0312524 | Time: 2819.65 ms [2020-12-18 09:15:29 main:581] : INFO : Epoch 1699 | loss: 0.0310201 | val_loss: 0.0312845 | Time: 2823.37 ms [2020-12-18 09:15:31 main:581] : INFO : Epoch 1700 | loss: 0.0310224 | val_loss: 0.0313033 | Time: 2822.57 ms [2020-12-18 09:15:34 main:581] : INFO : Epoch 1701 | loss: 0.0310151 | val_loss: 0.0312631 | Time: 2813.73 ms [2020-12-18 09:15:37 main:581] : INFO : Epoch 1702 | loss: 0.0310012 | val_loss: 0.0312715 | Time: 2817.64 ms [2020-12-18 09:15:40 main:581] : INFO : Epoch 1703 | loss: 0.0310067 | val_loss: 0.0312859 | Time: 2817.74 ms [2020-12-18 09:15:43 main:581] : INFO : Epoch 1704 | loss: 0.0310142 | val_loss: 0.0312779 | Time: 2816.96 ms [2020-12-18 09:15:46 main:581] : INFO : Epoch 1705 | loss: 0.0310155 | val_loss: 0.0312679 | Time: 2819.84 ms [2020-12-18 09:15:48 main:581] : INFO : Epoch 1706 | loss: 0.0310075 | val_loss: 0.0312891 | Time: 2806.48 ms [2020-12-18 09:15:51 main:581] : INFO : Epoch 1707 | loss: 0.0310031 | val_loss: 0.0312777 | Time: 2824.49 ms [2020-12-18 09:15:54 main:581] : INFO : Epoch 1708 | loss: 0.0310009 | val_loss: 0.0312818 | Time: 2822.43 ms [2020-12-18 09:15:57 main:581] : INFO : Epoch 1709 | loss: 0.031008 | val_loss: 0.0312799 | Time: 2812.96 ms [2020-12-18 09:16:00 main:581] : INFO : Epoch 1710 | loss: 0.0310089 | val_loss: 0.031263 | Time: 2835.15 ms [2020-12-18 09:16:02 main:581] : INFO : Epoch 1711 | loss: 0.0310164 | val_loss: 0.0312457 | Time: 2817.47 ms [2020-12-18 09:16:05 main:581] : INFO : Epoch 1712 | loss: 0.0310207 | val_loss: 0.0312553 | Time: 2813.4 ms [2020-12-18 09:16:08 main:581] : INFO : Epoch 1713 | loss: 0.0310084 | val_loss: 0.0312586 | Time: 2819.48 ms [2020-12-18 09:16:11 main:581] : INFO : Epoch 1714 | loss: 0.0310149 | val_loss: 0.0312883 | Time: 2818.33 ms [2020-12-18 09:16:14 main:581] : INFO : Epoch 1715 | loss: 0.0310218 | val_loss: 0.0312719 | Time: 2817.91 ms [2020-12-18 09:16:17 main:581] : INFO : Epoch 1716 | loss: 0.0310084 | val_loss: 0.031264 | Time: 2820.08 ms [2020-12-18 09:16:19 main:581] : INFO : Epoch 1717 | loss: 0.0310105 | val_loss: 0.0312824 | Time: 2814.72 ms [2020-12-18 09:16:22 main:581] : INFO : Epoch 1718 | loss: 0.0310101 | val_loss: 0.0312899 | Time: 2819.73 ms [2020-12-18 09:16:25 main:581] : INFO : Epoch 1719 | loss: 0.0310071 | val_loss: 0.0312727 | Time: 2816.95 ms [2020-12-18 09:16:28 main:581] : INFO : Epoch 1720 | loss: 0.0310081 | val_loss: 0.0312553 | Time: 2807.79 ms [2020-12-18 09:16:31 main:581] : INFO : Epoch 1721 | loss: 0.03101 | val_loss: 0.0312689 | Time: 2841.98 ms [2020-12-18 09:16:33 main:581] : INFO : Epoch 1722 | loss: 0.0310031 | val_loss: 0.0312658 | Time: 2809.99 ms [2020-12-18 09:16:36 main:581] : INFO : Epoch 1723 | loss: 0.0310116 | val_loss: 0.0312757 | Time: 2814.66 ms [2020-12-18 09:16:39 main:581] : INFO : Epoch 1724 | loss: 0.0310182 | val_loss: 0.0312672 | Time: 2818.14 ms [2020-12-18 09:16:42 main:581] : INFO : Epoch 1725 | loss: 0.0310195 | val_loss: 0.0312754 | Time: 2815.82 ms [2020-12-18 09:16:45 main:581] : INFO : Epoch 1726 | loss: 0.0310023 | val_loss: 0.0312912 | Time: 2816.76 ms [2020-12-18 09:16:48 main:581] : INFO : Epoch 1727 | loss: 0.0310077 | val_loss: 0.0312776 | Time: 2814.29 ms [2020-12-18 09:16:50 main:581] : INFO : Epoch 1728 | loss: 0.0310106 | val_loss: 0.0312837 | Time: 2817.75 ms [2020-12-18 09:16:53 main:581] : INFO : Epoch 1729 | loss: 0.0310124 | val_loss: 0.0312802 | Time: 2811.83 ms [2020-12-18 09:16:56 main:581] : INFO : Epoch 1730 | loss: 0.0310054 | val_loss: 0.0312675 | Time: 2811.48 ms [2020-12-18 09:16:59 main:581] : INFO : Epoch 1731 | loss: 0.0310026 | val_loss: 0.0312779 | Time: 2815.12 ms [2020-12-18 09:17:02 main:581] : INFO : Epoch 1732 | loss: 0.0310104 | val_loss: 0.0312935 | Time: 2831.89 ms [2020-12-18 09:17:04 main:581] : INFO : Epoch 1733 | loss: 0.0310108 | val_loss: 0.0312719 | Time: 2804.86 ms [2020-12-18 09:17:07 main:581] : INFO : Epoch 1734 | loss: 0.0310139 | val_loss: 0.0312739 | Time: 2809.21 ms [2020-12-18 09:17:10 main:581] : INFO : Epoch 1735 | loss: 0.0309996 | val_loss: 0.0312663 | Time: 2809.54 ms [2020-12-18 09:17:13 main:581] : INFO : Epoch 1736 | loss: 0.030998 | val_loss: 0.0312694 | Time: 2813.09 ms [2020-12-18 09:17:16 main:581] : INFO : Epoch 1737 | loss: 0.031009 | val_loss: 0.0312886 | Time: 2812.18 ms [2020-12-18 09:17:18 main:581] : INFO : Epoch 1738 | loss: 0.0310098 | val_loss: 0.0312678 | Time: 2806.83 ms [2020-12-18 09:17:21 main:581] : INFO : Epoch 1739 | loss: 0.0310097 | val_loss: 0.0312772 | Time: 2814.31 ms [2020-12-18 09:17:24 main:581] : INFO : Epoch 1740 | loss: 0.0310035 | val_loss: 0.031268 | Time: 2813.97 ms [2020-12-18 09:17:27 main:581] : INFO : Epoch 1741 | loss: 0.0310041 | val_loss: 0.0312767 | Time: 2806.94 ms [2020-12-18 09:17:30 main:581] : INFO : Epoch 1742 | loss: 0.0310043 | val_loss: 0.0312774 | Time: 2834.52 ms [2020-12-18 09:17:33 main:581] : INFO : Epoch 1743 | loss: 0.0309994 | val_loss: 0.0312827 | Time: 2818.81 ms [2020-12-18 09:17:35 main:581] : INFO : Epoch 1744 | loss: 0.0309969 | val_loss: 0.0312764 | Time: 2820.58 ms [2020-12-18 09:17:38 main:581] : INFO : Epoch 1745 | loss: 0.0310044 | val_loss: 0.0312755 | Time: 2818.74 ms [2020-12-18 09:17:41 main:581] : INFO : Epoch 1746 | loss: 0.0310094 | val_loss: 0.0312868 | Time: 2819.82 ms [2020-12-18 09:17:44 main:581] : INFO : Epoch 1747 | loss: 0.0310057 | val_loss: 0.0312893 | Time: 2816.76 ms [2020-12-18 09:17:47 main:581] : INFO : Epoch 1748 | loss: 0.0310057 | val_loss: 0.0312634 | Time: 2818.48 ms [2020-12-18 09:17:49 main:581] : INFO : Epoch 1749 | loss: 0.031002 | val_loss: 0.0312855 | Time: 2814.64 ms [2020-12-18 09:17:52 main:581] : INFO : Epoch 1750 | loss: 0.0310032 | val_loss: 0.0312686 | Time: 2810.68 ms [2020-12-18 09:17:55 main:581] : INFO : Epoch 1751 | loss: 0.0309988 | val_loss: 0.0312721 | Time: 2817.95 ms [2020-12-18 09:17:58 main:581] : INFO : Epoch 1752 | loss: 0.0310048 | val_loss: 0.0312924 | Time: 2816.91 ms [2020-12-18 09:18:01 main:581] : INFO : Epoch 1753 | loss: 0.031003 | val_loss: 0.031292 | Time: 2858.9 ms [2020-12-18 09:18:04 main:581] : INFO : Epoch 1754 | loss: 0.0310064 | val_loss: 0.0312749 | Time: 2810.6 ms [2020-12-18 09:18:06 main:581] : INFO : Epoch 1755 | loss: 0.031006 | val_loss: 0.0313018 | Time: 2807.06 ms [2020-12-18 09:18:09 main:581] : INFO : Epoch 1756 | loss: 0.0310054 | val_loss: 0.0312767 | Time: 2806.78 ms [2020-12-18 09:18:12 main:581] : INFO : Epoch 1757 | loss: 0.0310013 | val_loss: 0.0312903 | Time: 2809.54 ms [2020-12-18 09:18:15 main:581] : INFO : Epoch 1758 | loss: 0.0310035 | val_loss: 0.0312876 | Time: 2805.3 ms [2020-12-18 09:18:18 main:581] : INFO : Epoch 1759 | loss: 0.0310076 | val_loss: 0.0312658 | Time: 2808.2 ms [2020-12-18 09:18:20 main:581] : INFO : Epoch 1760 | loss: 0.0310031 | val_loss: 0.0312942 | Time: 2804.2 ms [2020-12-18 09:18:23 main:581] : INFO : Epoch 1761 | loss: 0.0310132 | val_loss: 0.0312706 | Time: 2808.49 ms [2020-12-18 09:18:26 main:581] : INFO : Epoch 1762 | loss: 0.0310044 | val_loss: 0.0312886 | Time: 2808.02 ms [2020-12-18 09:18:29 main:581] : INFO : Epoch 1763 | loss: 0.0310043 | val_loss: 0.0312531 | Time: 2818.48 ms [2020-12-18 09:18:32 main:581] : INFO : Epoch 1764 | loss: 0.0310089 | val_loss: 0.0312802 | Time: 2809.02 ms [2020-12-18 09:18:34 main:581] : INFO : Epoch 1765 | loss: 0.031005 | val_loss: 0.0312964 | Time: 2808.81 ms [2020-12-18 09:18:37 main:581] : INFO : Epoch 1766 | loss: 0.0310037 | val_loss: 0.0312752 | Time: 2816.93 ms [2020-12-18 09:18:40 main:581] : INFO : Epoch 1767 | loss: 0.0310082 | val_loss: 0.0312822 | Time: 2822.01 ms [2020-12-18 09:18:43 main:581] : INFO : Epoch 1768 | loss: 0.0310023 | val_loss: 0.0312801 | Time: 2817.48 ms [2020-12-18 09:18:46 main:581] : INFO : Epoch 1769 | loss: 0.0310066 | val_loss: 0.0312678 | Time: 2820.64 ms [2020-12-18 09:18:49 main:581] : INFO : Epoch 1770 | loss: 0.0310064 | val_loss: 0.031274 | Time: 2815.71 ms [2020-12-18 09:18:51 main:581] : INFO : Epoch 1771 | loss: 0.0310062 | val_loss: 0.03129 | Time: 2816.95 ms [2020-12-18 09:18:54 main:581] : INFO : Epoch 1772 | loss: 0.0310066 | val_loss: 0.031265 | Time: 2819.61 ms [2020-12-18 09:18:57 main:581] : INFO : Epoch 1773 | loss: 0.0310041 | val_loss: 0.031277 | Time: 2811.86 ms [2020-12-18 09:19:00 main:581] : INFO : Epoch 1774 | loss: 0.0310019 | val_loss: 0.0312956 | Time: 2855.5 ms [2020-12-18 09:19:03 main:581] : INFO : Epoch 1775 | loss: 0.031003 | val_loss: 0.0312724 | Time: 2817.7 ms [2020-12-18 09:19:06 main:581] : INFO : Epoch 1776 | loss: 0.0310037 | val_loss: 0.0312678 | Time: 2811.76 ms [2020-12-18 09:19:08 main:581] : INFO : Epoch 1777 | loss: 0.0310088 | val_loss: 0.0312621 | Time: 2814.02 ms [2020-12-18 09:19:11 main:581] : INFO : Epoch 1778 | loss: 0.0310095 | val_loss: 0.0312765 | Time: 2812.97 ms [2020-12-18 09:19:14 main:581] : INFO : Epoch 1779 | loss: 0.0310145 | val_loss: 0.0312695 | Time: 2810.79 ms [2020-12-18 09:19:17 main:581] : INFO : Epoch 1780 | loss: 0.031017 | val_loss: 0.0312683 | Time: 2815.47 ms [2020-12-18 09:19:20 main:581] : INFO : Epoch 1781 | loss: 0.0310163 | val_loss: 0.0312753 | Time: 2814.99 ms [2020-12-18 09:19:22 main:581] : INFO : Epoch 1782 | loss: 0.0310113 | val_loss: 0.0312651 | Time: 2813.07 ms [2020-12-18 09:19:25 main:581] : INFO : Epoch 1783 | loss: 0.031005 | val_loss: 0.0312715 | Time: 2814.02 ms [2020-12-18 09:19:28 main:581] : INFO : Epoch 1784 | loss: 0.0310085 | val_loss: 0.031279 | Time: 2815.2 ms [2020-12-18 09:19:31 main:581] : INFO : Epoch 1785 | loss: 0.0310091 | val_loss: 0.0312861 | Time: 2835.87 ms [2020-12-18 09:19:34 main:581] : INFO : Epoch 1786 | loss: 0.0310091 | val_loss: 0.0312708 | Time: 2812.82 ms [2020-12-18 09:19:36 main:581] : INFO : Epoch 1787 | loss: 0.0310108 | val_loss: 0.0312714 | Time: 2812.4 ms [2020-12-18 09:19:39 main:581] : INFO : Epoch 1788 | loss: 0.0310009 | val_loss: 0.0313011 | Time: 2800.12 ms [2020-12-18 09:19:42 main:581] : INFO : Epoch 1789 | loss: 0.030999 | val_loss: 0.0312615 | Time: 2816.22 ms [2020-12-18 09:19:45 main:581] : INFO : Epoch 1790 | loss: 0.0310075 | val_loss: 0.0312512 | Time: 2815.12 ms [2020-12-18 09:19:48 main:581] : INFO : Epoch 1791 | loss: 0.0310222 | val_loss: 0.0312582 | Time: 2805.73 ms [2020-12-18 09:19:51 main:581] : INFO : Epoch 1792 | loss: 0.0310121 | val_loss: 0.0312886 | Time: 2810.42 ms [2020-12-18 09:19:53 main:581] : INFO : Epoch 1793 | loss: 0.0310113 | val_loss: 0.0312765 | Time: 2814.72 ms [2020-12-18 09:19:56 main:581] : INFO : Epoch 1794 | loss: 0.0310139 | val_loss: 0.0312719 | Time: 2814.72 ms [2020-12-18 09:19:59 main:581] : INFO : Epoch 1795 | loss: 0.0310063 | val_loss: 0.031277 | Time: 2834.29 ms [2020-12-18 09:20:02 main:581] : INFO : Epoch 1796 | loss: 0.0310037 | val_loss: 0.0312603 | Time: 2828.15 ms [2020-12-18 09:20:05 main:581] : INFO : Epoch 1797 | loss: 0.0310069 | val_loss: 0.031285 | Time: 2808.33 ms [2020-12-18 09:20:07 main:581] : INFO : Epoch 1798 | loss: 0.031007 | val_loss: 0.0312663 | Time: 2808.94 ms [2020-12-18 09:20:10 main:581] : INFO : Epoch 1799 | loss: 0.0310114 | val_loss: 0.0312637 | Time: 2814.68 ms [2020-12-18 09:20:13 main:581] : INFO : Epoch 1800 | loss: 0.03101 | val_loss: 0.0312676 | Time: 2807.12 ms [2020-12-18 09:20:16 main:581] : INFO : Epoch 1801 | loss: 0.031006 | val_loss: 0.0312728 | Time: 2803.68 ms [2020-12-18 09:20:19 main:581] : INFO : Epoch 1802 | loss: 0.03106 | val_loss: 0.0312114 | Time: 2807.34 ms [2020-12-18 09:20:22 main:581] : INFO : Epoch 1803 | loss: 0.0311995 | val_loss: 0.0317601 | Time: 2812.32 ms [2020-12-18 09:20:24 main:581] : INFO : Epoch 1804 | loss: 0.0342448 | val_loss: 0.0533691 | Time: 2815.01 ms [2020-12-18 09:20:27 main:581] : INFO : Epoch 1805 | loss: 0.0344162 | val_loss: 0.0321245 | Time: 2805.6 ms [2020-12-18 09:20:30 main:581] : INFO : Epoch 1806 | loss: 0.0315277 | val_loss: 0.0313779 | Time: 2837.53 ms [2020-12-18 09:20:33 main:581] : INFO : Epoch 1807 | loss: 0.0313009 | val_loss: 0.0312724 | Time: 2811.81 ms [2020-12-18 09:20:36 main:581] : INFO : Epoch 1808 | loss: 0.0312595 | val_loss: 0.0312538 | Time: 2814.48 ms [2020-12-18 09:20:38 main:581] : INFO : Epoch 1809 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 2813.19 ms [2020-12-18 09:20:41 main:581] : INFO : Epoch 1810 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2814.56 ms [2020-12-18 09:20:44 main:581] : INFO : Epoch 1811 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2814.38 ms [2020-12-18 09:20:47 main:581] : INFO : Epoch 1812 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2818.03 ms [2020-12-18 09:20:50 main:581] : INFO : Epoch 1813 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2819.24 ms [2020-12-18 09:20:52 main:581] : INFO : Epoch 1814 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2815.77 ms [2020-12-18 09:20:55 main:581] : INFO : Epoch 1815 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 2817.19 ms [2020-12-18 09:20:58 main:581] : INFO : Epoch 1816 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 2820.29 ms [2020-12-18 09:21:01 main:581] : INFO : Epoch 1817 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2858.32 ms [2020-12-18 09:21:04 main:581] : INFO : Epoch 1818 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 2817.08 ms [2020-12-18 09:21:07 main:581] : INFO : Epoch 1819 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2820.04 ms [2020-12-18 09:21:09 main:581] : INFO : Epoch 1820 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2815.16 ms [2020-12-18 09:21:12 main:581] : INFO : Epoch 1821 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2821.46 ms [2020-12-18 09:21:15 main:581] : INFO : Epoch 1822 | loss: 0.031244 | val_loss: 0.031245 | Time: 2812.42 ms [2020-12-18 09:21:18 main:581] : INFO : Epoch 1823 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2817.78 ms [2020-12-18 09:21:21 main:581] : INFO : Epoch 1824 | loss: 0.0312416 | val_loss: 0.0312424 | Time: 2823.18 ms [2020-12-18 09:21:24 main:581] : INFO : Epoch 1825 | loss: 0.03124 | val_loss: 0.0312401 | Time: 2819.23 ms [2020-12-18 09:21:26 main:581] : INFO : Epoch 1826 | loss: 0.0312381 | val_loss: 0.0312388 | Time: 2816.16 ms [2020-12-18 09:21:29 main:581] : INFO : Epoch 1827 | loss: 0.0312352 | val_loss: 0.0312339 | Time: 2868.73 ms [2020-12-18 09:21:32 main:581] : INFO : Epoch 1828 | loss: 0.0312314 | val_loss: 0.0312299 | Time: 2821.51 ms [2020-12-18 09:21:35 main:581] : INFO : Epoch 1829 | loss: 0.0312276 | val_loss: 0.0312254 | Time: 2817.41 ms [2020-12-18 09:21:38 main:581] : INFO : Epoch 1830 | loss: 0.0312252 | val_loss: 0.0312214 | Time: 2820.09 ms [2020-12-18 09:21:41 main:581] : INFO : Epoch 1831 | loss: 0.0312192 | val_loss: 0.0312149 | Time: 2818.58 ms [2020-12-18 09:21:43 main:581] : INFO : Epoch 1832 | loss: 0.0312155 | val_loss: 0.0312128 | Time: 2817.97 ms [2020-12-18 09:21:46 main:581] : INFO : Epoch 1833 | loss: 0.0312105 | val_loss: 0.0312185 | Time: 2815.19 ms [2020-12-18 09:21:49 main:581] : INFO : Epoch 1834 | loss: 0.031208 | val_loss: 0.0312054 | Time: 2814.14 ms [2020-12-18 09:21:52 main:581] : INFO : Epoch 1835 | loss: 0.0312049 | val_loss: 0.0312067 | Time: 2816.15 ms [2020-12-18 09:21:55 main:581] : INFO : Epoch 1836 | loss: 0.0312028 | val_loss: 0.0312026 | Time: 2816.81 ms [2020-12-18 09:21:57 main:581] : INFO : Epoch 1837 | loss: 0.031201 | val_loss: 0.0311997 | Time: 2806.69 ms [2020-12-18 09:22:00 main:581] : INFO : Epoch 1838 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 2862.09 ms [2020-12-18 09:22:03 main:581] : INFO : Epoch 1839 | loss: 0.0312013 | val_loss: 0.0312015 | Time: 2818.46 ms [2020-12-18 09:22:06 main:581] : INFO : Epoch 1840 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 2816.72 ms [2020-12-18 09:22:09 main:581] : INFO : Epoch 1841 | loss: 0.0311978 | val_loss: 0.0311937 | Time: 2816.23 ms [2020-12-18 09:22:12 main:581] : INFO : Epoch 1842 | loss: 0.0311969 | val_loss: 0.0311918 | Time: 2809.4 ms [2020-12-18 09:22:14 main:581] : INFO : Epoch 1843 | loss: 0.0311938 | val_loss: 0.0311912 | Time: 2822.04 ms [2020-12-18 09:22:17 main:581] : INFO : Epoch 1844 | loss: 0.0311947 | val_loss: 0.031192 | Time: 2820.2 ms [2020-12-18 09:22:20 main:581] : INFO : Epoch 1845 | loss: 0.031192 | val_loss: 0.0311911 | Time: 2818.88 ms [2020-12-18 09:22:23 main:581] : INFO : Epoch 1846 | loss: 0.031192 | val_loss: 0.0311899 | Time: 2816.92 ms [2020-12-18 09:22:26 main:581] : INFO : Epoch 1847 | loss: 0.0311961 | val_loss: 0.0311894 | Time: 2821.7 ms [2020-12-18 09:22:28 main:581] : INFO : Epoch 1848 | loss: 0.0311918 | val_loss: 0.0311898 | Time: 2818.43 ms [2020-12-18 09:22:31 main:581] : INFO : Epoch 1849 | loss: 0.0311889 | val_loss: 0.0311874 | Time: 2842.89 ms [2020-12-18 09:22:34 main:581] : INFO : Epoch 1850 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 2808.05 ms [2020-12-18 09:22:37 main:581] : INFO : Epoch 1851 | loss: 0.0311902 | val_loss: 0.031187 | Time: 2816.9 ms [2020-12-18 09:22:40 main:581] : INFO : Epoch 1852 | loss: 0.031187 | val_loss: 0.0311855 | Time: 2813.94 ms [2020-12-18 09:22:43 main:581] : INFO : Epoch 1853 | loss: 0.0311871 | val_loss: 0.0311852 | Time: 2812.73 ms [2020-12-18 09:22:45 main:581] : INFO : Epoch 1854 | loss: 0.0311873 | val_loss: 0.0311855 | Time: 2818.95 ms [2020-12-18 09:22:48 main:581] : INFO : Epoch 1855 | loss: 0.0311875 | val_loss: 0.0311867 | Time: 2813.26 ms [2020-12-18 09:22:51 main:581] : INFO : Epoch 1856 | loss: 0.0311894 | val_loss: 0.0311852 | Time: 2807.9 ms [2020-12-18 09:22:54 main:581] : INFO : Epoch 1857 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 2814.01 ms [2020-12-18 09:22:57 main:581] : INFO : Epoch 1858 | loss: 0.0311899 | val_loss: 0.0311985 | Time: 2813.59 ms [2020-12-18 09:22:59 main:581] : INFO : Epoch 1859 | loss: 0.0311891 | val_loss: 0.031184 | Time: 2840.47 ms [2020-12-18 09:23:02 main:581] : INFO : Epoch 1860 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 2836.98 ms [2020-12-18 09:23:05 main:581] : INFO : Epoch 1861 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 2818.75 ms [2020-12-18 09:23:08 main:581] : INFO : Epoch 1862 | loss: 0.0311832 | val_loss: 0.0311826 | Time: 2815.47 ms [2020-12-18 09:23:11 main:581] : INFO : Epoch 1863 | loss: 0.0311831 | val_loss: 0.0311833 | Time: 2815.98 ms [2020-12-18 09:23:14 main:581] : INFO : Epoch 1864 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 2815.29 ms [2020-12-18 09:23:16 main:581] : INFO : Epoch 1865 | loss: 0.0311827 | val_loss: 0.0311825 | Time: 2823.87 ms [2020-12-18 09:23:19 main:581] : INFO : Epoch 1866 | loss: 0.031182 | val_loss: 0.0311817 | Time: 2817 ms [2020-12-18 09:23:22 main:581] : INFO : Epoch 1867 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 2814.05 ms [2020-12-18 09:23:25 main:581] : INFO : Epoch 1868 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 2818.79 ms [2020-12-18 09:23:28 main:581] : INFO : Epoch 1869 | loss: 0.031184 | val_loss: 0.0311813 | Time: 2819.14 ms [2020-12-18 09:23:30 main:581] : INFO : Epoch 1870 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 2841.6 ms [2020-12-18 09:23:33 main:581] : INFO : Epoch 1871 | loss: 0.0311853 | val_loss: 0.0311845 | Time: 2815.16 ms [2020-12-18 09:23:36 main:581] : INFO : Epoch 1872 | loss: 0.0311828 | val_loss: 0.0311807 | Time: 2810.23 ms [2020-12-18 09:23:39 main:581] : INFO : Epoch 1873 | loss: 0.0311824 | val_loss: 0.0311809 | Time: 2812.84 ms [2020-12-18 09:23:42 main:581] : INFO : Epoch 1874 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 2813.1 ms [2020-12-18 09:23:45 main:581] : INFO : Epoch 1875 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 2812.99 ms [2020-12-18 09:23:47 main:581] : INFO : Epoch 1876 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 2814.13 ms [2020-12-18 09:23:50 main:581] : INFO : Epoch 1877 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 2814.88 ms [2020-12-18 09:23:53 main:581] : INFO : Epoch 1878 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2807.74 ms [2020-12-18 09:23:56 main:581] : INFO : Epoch 1879 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 2821.12 ms [2020-12-18 09:23:59 main:581] : INFO : Epoch 1880 | loss: 0.0311795 | val_loss: 0.0311834 | Time: 2823.75 ms [2020-12-18 09:24:01 main:581] : INFO : Epoch 1881 | loss: 0.0311806 | val_loss: 0.0311883 | Time: 2836.54 ms [2020-12-18 09:24:04 main:581] : INFO : Epoch 1882 | loss: 0.0311806 | val_loss: 0.0311793 | Time: 2804.6 ms [2020-12-18 09:24:07 main:581] : INFO : Epoch 1883 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 2816.55 ms [2020-12-18 09:24:10 main:581] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 2815.05 ms [2020-12-18 09:24:13 main:581] : INFO : Epoch 1885 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 2822.45 ms [2020-12-18 09:24:16 main:581] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311792 | Time: 2818.37 ms [2020-12-18 09:24:18 main:581] : INFO : Epoch 1887 | loss: 0.0311773 | val_loss: 0.031179 | Time: 2818.56 ms [2020-12-18 09:24:21 main:581] : INFO : Epoch 1888 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 2818.11 ms [2020-12-18 09:24:24 main:581] : INFO : Epoch 1889 | loss: 0.0311776 | val_loss: 0.0311807 | Time: 2814.73 ms [2020-12-18 09:24:27 main:581] : INFO : Epoch 1890 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 2818.5 ms [2020-12-18 09:24:30 main:581] : INFO : Epoch 1891 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 2840.35 ms [2020-12-18 09:24:32 main:581] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 2818.5 ms [2020-12-18 09:24:35 main:581] : INFO : Epoch 1893 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 2818.96 ms [2020-12-18 09:24:38 main:581] : INFO : Epoch 1894 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 2814.75 ms [2020-12-18 09:24:41 main:581] : INFO : Epoch 1895 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 2808.41 ms [2020-12-18 09:24:44 main:581] : INFO : Epoch 1896 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 2817.34 ms [2020-12-18 09:24:47 main:581] : INFO : Epoch 1897 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 2816.3 ms [2020-12-18 09:24:49 main:581] : INFO : Epoch 1898 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 2815.45 ms [2020-12-18 09:24:52 main:581] : INFO : Epoch 1899 | loss: 0.0311751 | val_loss: 0.0311853 | Time: 2816.19 ms [2020-12-18 09:24:55 main:581] : INFO : Epoch 1900 | loss: 0.031176 | val_loss: 0.0311779 | Time: 2813.86 ms [2020-12-18 09:24:58 main:581] : INFO : Epoch 1901 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 2814.88 ms [2020-12-18 09:25:01 main:581] : INFO : Epoch 1902 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 2860.88 ms [2020-12-18 09:25:03 main:581] : INFO : Epoch 1903 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 2804.46 ms [2020-12-18 09:25:06 main:581] : INFO : Epoch 1904 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 2804.66 ms [2020-12-18 09:25:09 main:581] : INFO : Epoch 1905 | loss: 0.0311733 | val_loss: 0.0311761 | Time: 2810.8 ms [2020-12-18 09:25:12 main:581] : INFO : Epoch 1906 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 2820.07 ms [2020-12-18 09:25:15 main:581] : INFO : Epoch 1907 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 2821.24 ms [2020-12-18 09:25:18 main:581] : INFO : Epoch 1908 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 2807.84 ms [2020-12-18 09:25:20 main:581] : INFO : Epoch 1909 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 2814.86 ms [2020-12-18 09:25:23 main:581] : INFO : Epoch 1910 | loss: 0.0311723 | val_loss: 0.031176 | Time: 2803.16 ms [2020-12-18 09:25:26 main:581] : INFO : Epoch 1911 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 2814.2 ms [2020-12-18 09:25:29 main:581] : INFO : Epoch 1912 | loss: 0.031173 | val_loss: 0.0311763 | Time: 2827.25 ms [2020-12-18 09:25:32 main:581] : INFO : Epoch 1913 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 2817.41 ms [2020-12-18 09:25:34 main:581] : INFO : Epoch 1914 | loss: 0.0311748 | val_loss: 0.0311869 | Time: 2817.97 ms [2020-12-18 09:25:37 main:581] : INFO : Epoch 1915 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 2812.61 ms [2020-12-18 09:25:40 main:581] : INFO : Epoch 1916 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 2806.4 ms [2020-12-18 09:25:43 main:581] : INFO : Epoch 1917 | loss: 0.0311704 | val_loss: 0.031175 | Time: 2807.15 ms [2020-12-18 09:25:46 main:581] : INFO : Epoch 1918 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 2813.18 ms [2020-12-18 09:25:49 main:581] : INFO : Epoch 1919 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 2815.02 ms [2020-12-18 09:25:51 main:581] : INFO : Epoch 1920 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 2807.25 ms [2020-12-18 09:25:54 main:581] : INFO : Epoch 1921 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 2814.81 ms [2020-12-18 09:25:57 main:581] : INFO : Epoch 1922 | loss: 0.031172 | val_loss: 0.0311758 | Time: 2810.27 ms [2020-12-18 09:26:00 main:581] : INFO : Epoch 1923 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 2847.13 ms [2020-12-18 09:26:03 main:581] : INFO : Epoch 1924 | loss: 0.0311714 | val_loss: 0.031175 | Time: 2815.46 ms [2020-12-18 09:26:05 main:581] : INFO : Epoch 1925 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 2819.22 ms [2020-12-18 09:26:08 main:581] : INFO : Epoch 1926 | loss: 0.0311711 | val_loss: 0.0311828 | Time: 2817.07 ms [2020-12-18 09:26:11 main:581] : INFO : Epoch 1927 | loss: 0.0311721 | val_loss: 0.031178 | Time: 2813.92 ms [2020-12-18 09:26:14 main:581] : INFO : Epoch 1928 | loss: 0.0311702 | val_loss: 0.0311822 | Time: 2814.59 ms [2020-12-18 09:26:17 main:581] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 2814.17 ms [2020-12-18 09:26:20 main:581] : INFO : Epoch 1930 | loss: 0.0311714 | val_loss: 0.031176 | Time: 2810.87 ms [2020-12-18 09:26:22 main:581] : INFO : Epoch 1931 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 2813.41 ms [2020-12-18 09:26:25 main:581] : INFO : Epoch 1932 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 2813.71 ms [2020-12-18 09:26:28 main:581] : INFO : Epoch 1933 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 2815.36 ms [2020-12-18 09:26:31 main:581] : INFO : Epoch 1934 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 2836.05 ms [2020-12-18 09:26:34 main:581] : INFO : Epoch 1935 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 2810.37 ms [2020-12-18 09:26:36 main:581] : INFO : Epoch 1936 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 2814.09 ms [2020-12-18 09:26:39 main:581] : INFO : Epoch 1937 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 2818.44 ms [2020-12-18 09:26:42 main:581] : INFO : Epoch 1938 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 2815.39 ms [2020-12-18 09:26:45 main:581] : INFO : Epoch 1939 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 2814.36 ms [2020-12-18 09:26:48 main:581] : INFO : Epoch 1940 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 2820.05 ms [2020-12-18 09:26:51 main:581] : INFO : Epoch 1941 | loss: 0.0311699 | val_loss: 0.031177 | Time: 2823.21 ms [2020-12-18 09:26:53 main:581] : INFO : Epoch 1942 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 2807.57 ms [2020-12-18 09:26:56 main:581] : INFO : Epoch 1943 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 2807.25 ms [2020-12-18 09:26:59 main:581] : INFO : Epoch 1944 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 2839.08 ms [2020-12-18 09:27:02 main:581] : INFO : Epoch 1945 | loss: 0.0311664 | val_loss: 0.0311782 | Time: 2843.91 ms [2020-12-18 09:27:05 main:581] : INFO : Epoch 1946 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 2820.77 ms [2020-12-18 09:27:07 main:581] : INFO : Epoch 1947 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2816.51 ms [2020-12-18 09:27:10 main:581] : INFO : Epoch 1948 | loss: 0.0311682 | val_loss: 0.031174 | Time: 2809.99 ms [2020-12-18 09:27:13 main:581] : INFO : Epoch 1949 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 2810.2 ms [2020-12-18 09:27:16 main:581] : INFO : Epoch 1950 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 2811.76 ms [2020-12-18 09:27:19 main:581] : INFO : Epoch 1951 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 2809.43 ms [2020-12-18 09:27:22 main:581] : INFO : Epoch 1952 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 2815.16 ms [2020-12-18 09:27:24 main:581] : INFO : Epoch 1953 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 2823.79 ms [2020-12-18 09:27:27 main:581] : INFO : Epoch 1954 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 2799.9 ms [2020-12-18 09:27:30 main:581] : INFO : Epoch 1955 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 2841.77 ms [2020-12-18 09:27:33 main:581] : INFO : Epoch 1956 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 2819.2 ms [2020-12-18 09:27:36 main:581] : INFO : Epoch 1957 | loss: 0.0311643 | val_loss: 0.031174 | Time: 2818.28 ms [2020-12-18 09:27:38 main:581] : INFO : Epoch 1958 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 2824.33 ms [2020-12-18 09:27:41 main:581] : INFO : Epoch 1959 | loss: 0.0311654 | val_loss: 0.0311758 | Time: 2820.35 ms [2020-12-18 09:27:44 main:581] : INFO : Epoch 1960 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 2814.83 ms [2020-12-18 09:27:47 main:581] : INFO : Epoch 1961 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 2819.12 ms [2020-12-18 09:27:50 main:581] : INFO : Epoch 1962 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 2818.29 ms [2020-12-18 09:27:53 main:581] : INFO : Epoch 1963 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 2817.44 ms [2020-12-18 09:27:55 main:581] : INFO : Epoch 1964 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 2817.6 ms [2020-12-18 09:27:58 main:581] : INFO : Epoch 1965 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 2814.7 ms [2020-12-18 09:28:01 main:581] : INFO : Epoch 1966 | loss: 0.0311646 | val_loss: 0.031177 | Time: 2855.6 ms [2020-12-18 09:28:04 main:581] : INFO : Epoch 1967 | loss: 0.0311656 | val_loss: 0.031175 | Time: 2819.82 ms [2020-12-18 09:28:07 main:581] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 2820.86 ms [2020-12-18 09:28:09 main:581] : INFO : Epoch 1969 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 2820.77 ms [2020-12-18 09:28:12 main:581] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 2819.65 ms [2020-12-18 09:28:15 main:581] : INFO : Epoch 1971 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 2817.97 ms [2020-12-18 09:28:18 main:581] : INFO : Epoch 1972 | loss: 0.0311644 | val_loss: 0.0311743 | Time: 2818.81 ms [2020-12-18 09:28:21 main:581] : INFO : Epoch 1973 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 2820.98 ms [2020-12-18 09:28:24 main:581] : INFO : Epoch 1974 | loss: 0.031164 | val_loss: 0.0311763 | Time: 2817.49 ms [2020-12-18 09:28:26 main:581] : INFO : Epoch 1975 | loss: 0.0311619 | val_loss: 0.0311745 | Time: 2813.75 ms [2020-12-18 09:28:29 main:581] : INFO : Epoch 1976 | loss: 0.0311628 | val_loss: 0.0311823 | Time: 2847.27 ms [2020-12-18 09:28:32 main:581] : INFO : Epoch 1977 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 2814.64 ms [2020-12-18 09:28:35 main:581] : INFO : Epoch 1978 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 2815.83 ms [2020-12-18 09:28:38 main:581] : INFO : Epoch 1979 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 2814.73 ms [2020-12-18 09:28:41 main:581] : INFO : Epoch 1980 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 2812.99 ms [2020-12-18 09:28:43 main:581] : INFO : Epoch 1981 | loss: 0.0311628 | val_loss: 0.0311777 | Time: 2819.26 ms [2020-12-18 09:28:46 main:581] : INFO : Epoch 1982 | loss: 0.031164 | val_loss: 0.0311775 | Time: 2817.7 ms [2020-12-18 09:28:49 main:581] : INFO : Epoch 1983 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 2817.54 ms [2020-12-18 09:28:52 main:581] : INFO : Epoch 1984 | loss: 0.0311608 | val_loss: 0.031175 | Time: 2822.29 ms [2020-12-18 09:28:55 main:581] : INFO : Epoch 1985 | loss: 0.0311605 | val_loss: 0.0311799 | Time: 2820.07 ms [2020-12-18 09:28:57 main:581] : INFO : Epoch 1986 | loss: 0.0311638 | val_loss: 0.0311817 | Time: 2815.75 ms [2020-12-18 09:29:00 main:581] : INFO : Epoch 1987 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 2849.38 ms [2020-12-18 09:29:03 main:581] : INFO : Epoch 1988 | loss: 0.0311626 | val_loss: 0.0311762 | Time: 2816.93 ms [2020-12-18 09:29:06 main:581] : INFO : Epoch 1989 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 2809.78 ms [2020-12-18 09:29:09 main:581] : INFO : Epoch 1990 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 2808.88 ms [2020-12-18 09:29:12 main:581] : INFO : Epoch 1991 | loss: 0.0311621 | val_loss: 0.0311776 | Time: 2808.44 ms [2020-12-18 09:29:14 main:581] : INFO : Epoch 1992 | loss: 0.0311623 | val_loss: 0.0311778 | Time: 2810.65 ms [2020-12-18 09:29:17 main:581] : INFO : Epoch 1993 | loss: 0.0311623 | val_loss: 0.0311788 | Time: 2813.72 ms [2020-12-18 09:29:20 main:581] : INFO : Epoch 1994 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 2814.75 ms [2020-12-18 09:29:23 main:581] : INFO : Epoch 1995 | loss: 0.0311591 | val_loss: 0.0311777 | Time: 2810.4 ms [2020-12-18 09:29:26 main:581] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.031178 | Time: 2808.03 ms [2020-12-18 09:29:28 main:581] : INFO : Epoch 1997 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 2809.88 ms [2020-12-18 09:29:31 main:581] : INFO : Epoch 1998 | loss: 0.0311601 | val_loss: 0.0311788 | Time: 2829.83 ms [2020-12-18 09:29:34 main:581] : INFO : Epoch 1999 | loss: 0.0311584 | val_loss: 0.0311791 | Time: 2808.2 ms [2020-12-18 09:29:37 main:581] : INFO : Epoch 2000 | loss: 0.0311582 | val_loss: 0.0311776 | Time: 2807.95 ms [2020-12-18 09:29:40 main:581] : INFO : Epoch 2001 | loss: 0.0311579 | val_loss: 0.0311789 | Time: 2808.02 ms [2020-12-18 09:29:42 main:581] : INFO : Epoch 2002 | loss: 0.0311592 | val_loss: 0.0311874 | Time: 2811.92 ms [2020-12-18 09:29:45 main:581] : INFO : Epoch 2003 | loss: 0.0311605 | val_loss: 0.0311806 | Time: 2812.71 ms [2020-12-18 09:29:48 main:581] : INFO : Epoch 2004 | loss: 0.0311591 | val_loss: 0.0311786 | Time: 2816.54 ms [2020-12-18 09:29:51 main:581] : INFO : Epoch 2005 | loss: 0.0311569 | val_loss: 0.0311784 | Time: 2814.87 ms [2020-12-18 09:29:54 main:581] : INFO : Epoch 2006 | loss: 0.031159 | val_loss: 0.031185 | Time: 2814.64 ms [2020-12-18 09:29:57 main:581] : INFO : Epoch 2007 | loss: 0.0311578 | val_loss: 0.0311815 | Time: 2814.06 ms [2020-12-18 09:29:59 main:581] : INFO : Epoch 2008 | loss: 0.0311573 | val_loss: 0.0311787 | Time: 2836.75 ms [2020-12-18 09:30:02 main:581] : INFO : Epoch 2009 | loss: 0.0311564 | val_loss: 0.0311786 | Time: 2839.99 ms [2020-12-18 09:30:05 main:581] : INFO : Epoch 2010 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 2820.72 ms [2020-12-18 09:30:08 main:581] : INFO : Epoch 2011 | loss: 0.031157 | val_loss: 0.0311778 | Time: 2821.63 ms [2020-12-18 09:30:11 main:581] : INFO : Epoch 2012 | loss: 0.0311587 | val_loss: 0.0311827 | Time: 2819.19 ms [2020-12-18 09:30:13 main:581] : INFO : Epoch 2013 | loss: 0.0311612 | val_loss: 0.0311814 | Time: 2813.73 ms [2020-12-18 09:30:16 main:581] : INFO : Epoch 2014 | loss: 0.0311589 | val_loss: 0.0311816 | Time: 2813.3 ms [2020-12-18 09:30:19 main:581] : INFO : Epoch 2015 | loss: 0.031157 | val_loss: 0.0311797 | Time: 2811.31 ms [2020-12-18 09:30:22 main:581] : INFO : Epoch 2016 | loss: 0.0311567 | val_loss: 0.0311809 | Time: 2817.67 ms [2020-12-18 09:30:25 main:581] : INFO : Epoch 2017 | loss: 0.031157 | val_loss: 0.0311794 | Time: 2823.24 ms [2020-12-18 09:30:28 main:581] : INFO : Epoch 2018 | loss: 0.0311562 | val_loss: 0.0311825 | Time: 2821.21 ms [2020-12-18 09:30:30 main:581] : INFO : Epoch 2019 | loss: 0.0311558 | val_loss: 0.0311852 | Time: 2845.24 ms [2020-12-18 09:30:33 main:581] : INFO : Epoch 2020 | loss: 0.0311569 | val_loss: 0.0311828 | Time: 2812.1 ms [2020-12-18 09:30:36 main:581] : INFO : Epoch 2021 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 2814.84 ms [2020-12-18 09:30:39 main:581] : INFO : Epoch 2022 | loss: 0.0311598 | val_loss: 0.0311768 | Time: 2817.54 ms [2020-12-18 09:30:42 main:581] : INFO : Epoch 2023 | loss: 0.0311572 | val_loss: 0.0311835 | Time: 2816.73 ms [2020-12-18 09:30:45 main:581] : INFO : Epoch 2024 | loss: 0.0311538 | val_loss: 0.0311812 | Time: 2811.01 ms [2020-12-18 09:30:47 main:581] : INFO : Epoch 2025 | loss: 0.0311529 | val_loss: 0.0311823 | Time: 2807.26 ms [2020-12-18 09:30:50 main:581] : INFO : Epoch 2026 | loss: 0.0311547 | val_loss: 0.0311789 | Time: 2816.05 ms [2020-12-18 09:30:53 main:581] : INFO : Epoch 2027 | loss: 0.0311543 | val_loss: 0.0311804 | Time: 2817.94 ms [2020-12-18 09:30:56 main:581] : INFO : Epoch 2028 | loss: 0.0311556 | val_loss: 0.0311789 | Time: 2818.42 ms [2020-12-18 09:30:59 main:581] : INFO : Epoch 2029 | loss: 0.0311543 | val_loss: 0.0311832 | Time: 2822.96 ms [2020-12-18 09:31:01 main:581] : INFO : Epoch 2030 | loss: 0.0311531 | val_loss: 0.0311795 | Time: 2830.84 ms [2020-12-18 09:31:04 main:581] : INFO : Epoch 2031 | loss: 0.0311542 | val_loss: 0.0311795 | Time: 2812.34 ms [2020-12-18 09:31:07 main:581] : INFO : Epoch 2032 | loss: 0.031155 | val_loss: 0.0311811 | Time: 2807.26 ms [2020-12-18 09:31:10 main:581] : INFO : Epoch 2033 | loss: 0.0311536 | val_loss: 0.0311798 | Time: 2811.29 ms [2020-12-18 09:31:13 main:581] : INFO : Epoch 2034 | loss: 0.0311546 | val_loss: 0.0311852 | Time: 2810.47 ms [2020-12-18 09:31:15 main:581] : INFO : Epoch 2035 | loss: 0.0311549 | val_loss: 0.0311841 | Time: 2819.49 ms [2020-12-18 09:31:18 main:581] : INFO : Epoch 2036 | loss: 0.0311583 | val_loss: 0.0311808 | Time: 2818.45 ms [2020-12-18 09:31:21 main:581] : INFO : Epoch 2037 | loss: 0.0311535 | val_loss: 0.0311822 | Time: 2815.8 ms [2020-12-18 09:31:24 main:581] : INFO : Epoch 2038 | loss: 0.031153 | val_loss: 0.0311794 | Time: 2820.21 ms [2020-12-18 09:31:27 main:581] : INFO : Epoch 2039 | loss: 0.0311533 | val_loss: 0.0311846 | Time: 2819.96 ms [2020-12-18 09:31:30 main:581] : INFO : Epoch 2040 | loss: 0.0311569 | val_loss: 0.0311827 | Time: 2841.95 ms [2020-12-18 09:31:32 main:581] : INFO : Epoch 2041 | loss: 0.0311539 | val_loss: 0.0311811 | Time: 2818.96 ms [2020-12-18 09:31:35 main:581] : INFO : Epoch 2042 | loss: 0.0311532 | val_loss: 0.0311825 | Time: 2816.54 ms [2020-12-18 09:31:38 main:581] : INFO : Epoch 2043 | loss: 0.0311521 | val_loss: 0.0311815 | Time: 2819.15 ms [2020-12-18 09:31:41 main:581] : INFO : Epoch 2044 | loss: 0.0311506 | val_loss: 0.0311815 | Time: 2818.53 ms [2020-12-18 09:31:44 main:581] : INFO : Epoch 2045 | loss: 0.0311507 | val_loss: 0.0311832 | Time: 2814.5 ms [2020-12-18 09:31:47 main:581] : INFO : Epoch 2046 | loss: 0.0311535 | val_loss: 0.031186 | Time: 2815.09 ms [2020-12-18 09:31:49 main:581] : INFO : Epoch 2047 | loss: 0.0311535 | val_loss: 0.0311804 | Time: 2809.83 ms [2020-12-18 09:31:52 main:581] : INFO : Epoch 2048 | loss: 0.03115 | val_loss: 0.0311825 | Time: 2820.28 ms [2020-12-18 09:31:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311825 [2020-12-18 09:31:52 main:610] : INFO : Saving end state to config to file [2020-12-18 09:31:52 main:615] : INFO : Success, exiting.. 09:31:52 (1900366): 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)