Task 3324965
| Name | ParityModified-1608176316-14764-0_1 |
| Workunit | 1584430 |
| Created | 18 Dec 2020, 10:28:01 UTC |
| Sent | 18 Dec 2020, 11:32:48 UTC |
| Report deadline | 26 Dec 2020, 11:32:48 UTC |
| Received | 18 Dec 2020, 14:45:34 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 10 sec |
| CPU time | 1 hours 36 min 5 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 | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1538 | loss: 0.0310976 | val_loss: 0.0312111 | Time: 2815.38 ms [2020-12-18 05:55:10 main:581] : INFO : Epoch 1539 | loss: 0.0310938 | val_loss: 0.031192 | Time: 2809.38 ms [2020-12-18 05:55:12 main:581] : INFO : Epoch 1540 | loss: 0.0310954 | val_loss: 0.0311952 | Time: 2808.03 ms [2020-12-18 05:55:15 main:581] : INFO : Epoch 1541 | loss: 0.0310912 | val_loss: 0.0312021 | Time: 2797.99 ms [2020-12-18 05:55:18 main:581] : INFO : Epoch 1542 | loss: 0.0310879 | val_loss: 0.0312103 | Time: 2810.81 ms [2020-12-18 05:55:21 main:581] : INFO : Epoch 1543 | loss: 0.0310892 | val_loss: 0.0312047 | Time: 2802.23 ms [2020-12-18 05:55:24 main:581] : INFO : Epoch 1544 | loss: 0.0310876 | val_loss: 0.0312047 | Time: 2816.67 ms [2020-12-18 05:55:26 main:581] : INFO : Epoch 1545 | loss: 0.0310821 | val_loss: 0.0311982 | Time: 2815.36 ms [2020-12-18 05:55:29 main:581] : INFO : Epoch 1546 | loss: 0.0310865 | val_loss: 0.0312049 | Time: 2840.55 ms [2020-12-18 05:55:32 main:581] : INFO : Epoch 1547 | loss: 0.0310889 | val_loss: 0.0312044 | Time: 2818.62 ms [2020-12-18 05:55:35 main:581] : INFO : Epoch 1548 | loss: 0.0310889 | val_loss: 0.0312029 | Time: 2815.44 ms [2020-12-18 05:55:38 main:581] : INFO : Epoch 1549 | loss: 0.031094 | val_loss: 0.0312131 | Time: 2814.67 ms [2020-12-18 05:55:41 main:581] : INFO : Epoch 1550 | loss: 0.0310992 | val_loss: 0.0311944 | Time: 2816.17 ms [2020-12-18 05:55:43 main:581] : INFO : Epoch 1551 | loss: 0.031095 | val_loss: 0.031206 | Time: 2817 ms [2020-12-18 05:55:46 main:581] : INFO : Epoch 1552 | loss: 0.0310885 | val_loss: 0.031212 | Time: 2815.73 ms [2020-12-18 05:55:49 main:581] : INFO : Epoch 1553 | loss: 0.0310863 | val_loss: 0.0311963 | Time: 2814.97 ms [2020-12-18 05:55:52 main:581] : INFO : Epoch 1554 | loss: 0.0310891 | val_loss: 0.0312017 | Time: 2806.49 ms [2020-12-18 05:55:55 main:581] : INFO : Epoch 1555 | loss: 0.0310889 | val_loss: 0.0312093 | Time: 2816.15 ms [2020-12-18 05:55:57 main:581] : INFO : Epoch 1556 | loss: 0.0310923 | val_loss: 0.0311945 | Time: 2813.78 ms [2020-12-18 05:56:00 main:581] : INFO : Epoch 1557 | loss: 0.0310902 | val_loss: 0.0312035 | Time: 2862.11 ms [2020-12-18 05:56:03 main:581] : INFO : Epoch 1558 | loss: 0.0310994 | val_loss: 0.0311953 | Time: 2811.04 ms [2020-12-18 05:56:06 main:581] : INFO : Epoch 1559 | loss: 0.0310965 | val_loss: 0.0312048 | Time: 2814.01 ms [2020-12-18 05:56:09 main:581] : INFO : Epoch 1560 | loss: 0.0310928 | val_loss: 0.0312064 | Time: 2810.6 ms [2020-12-18 05:56:12 main:581] : INFO : Epoch 1561 | loss: 0.0310889 | val_loss: 0.0312088 | Time: 2814.58 ms [2020-12-18 05:56:14 main:581] : INFO : Epoch 1562 | loss: 0.0310905 | val_loss: 0.031202 | Time: 2818.74 ms [2020-12-18 05:56:17 main:581] : INFO : Epoch 1563 | loss: 0.0310893 | val_loss: 0.0311949 | Time: 2816.07 ms [2020-12-18 05:56:20 main:581] : INFO : Epoch 1564 | loss: 0.0310841 | val_loss: 0.0312036 | Time: 2813.96 ms [2020-12-18 05:56:23 main:581] : INFO : Epoch 1565 | loss: 0.0310866 | val_loss: 0.0312088 | Time: 2815.16 ms [2020-12-18 05:56:26 main:581] : INFO : Epoch 1566 | loss: 0.0310888 | val_loss: 0.0312195 | Time: 2816.14 ms [2020-12-18 05:56:28 main:581] : INFO : Epoch 1567 | loss: 0.0311017 | val_loss: 0.0312022 | Time: 2837.68 ms [2020-12-18 05:56:31 main:581] : INFO : Epoch 1568 | loss: 0.031097 | val_loss: 0.0311989 | Time: 2817.07 ms [2020-12-18 05:56:34 main:581] : INFO : Epoch 1569 | loss: 0.0310934 | val_loss: 0.0311908 | Time: 2817.35 ms [2020-12-18 05:56:37 main:581] : INFO : Epoch 1570 | loss: 0.0310977 | val_loss: 0.0311905 | Time: 2816.15 ms [2020-12-18 05:56:40 main:581] : INFO : Epoch 1571 | loss: 0.0310935 | val_loss: 0.0312053 | Time: 2818.49 ms [2020-12-18 05:56:43 main:581] : INFO : Epoch 1572 | loss: 0.0310905 | val_loss: 0.0312066 | Time: 2812.89 ms [2020-12-18 05:56:45 main:581] : INFO : Epoch 1573 | loss: 0.0310925 | val_loss: 0.0312124 | Time: 2814.42 ms [2020-12-18 05:56:48 main:581] : INFO : Epoch 1574 | loss: 0.0310892 | val_loss: 0.0312092 | Time: 2812.96 ms [2020-12-18 05:56:51 main:581] : INFO : Epoch 1575 | loss: 0.0310971 | val_loss: 0.0311962 | Time: 2813.07 ms [2020-12-18 05:56:54 main:581] : INFO : Epoch 1576 | loss: 0.0311405 | val_loss: 0.0312013 | Time: 2816.6 ms [2020-12-18 05:56:57 main:581] : INFO : Epoch 1577 | loss: 0.03112 | val_loss: 0.0311944 | Time: 2816.21 ms [2020-12-18 05:56:59 main:581] : INFO : Epoch 1578 | loss: 0.0311048 | val_loss: 0.0312015 | Time: 2834.99 ms [2020-12-18 05:57:02 main:581] : INFO : Epoch 1579 | loss: 0.0310967 | val_loss: 0.0312001 | Time: 2830.8 ms [2020-12-18 05:57:05 main:581] : INFO : Epoch 1580 | loss: 0.0310875 | val_loss: 0.0312082 | Time: 2808.81 ms [2020-12-18 05:57:08 main:581] : INFO : Epoch 1581 | loss: 0.0310942 | val_loss: 0.0311937 | Time: 2808.01 ms [2020-12-18 05:57:11 main:581] : INFO : Epoch 1582 | loss: 0.0310952 | val_loss: 0.0312212 | Time: 2810.82 ms [2020-12-18 05:57:14 main:581] : INFO : Epoch 1583 | loss: 0.0310961 | val_loss: 0.0311942 | Time: 2815.73 ms [2020-12-18 05:57:16 main:581] : INFO : Epoch 1584 | loss: 0.0310938 | val_loss: 0.0312041 | Time: 2816.63 ms [2020-12-18 05:57:19 main:581] : INFO : Epoch 1585 | loss: 0.0310888 | val_loss: 0.0312025 | Time: 2815.71 ms [2020-12-18 05:57:22 main:581] : INFO : Epoch 1586 | loss: 0.0310889 | val_loss: 0.0312065 | Time: 2814.92 ms [2020-12-18 05:57:25 main:581] : INFO : Epoch 1587 | loss: 0.0310833 | val_loss: 0.0312116 | Time: 2811.68 ms [2020-12-18 05:57:28 main:581] : INFO : Epoch 1588 | loss: 0.0310807 | val_loss: 0.0312006 | Time: 2821.04 ms [2020-12-18 05:57:30 main:581] : INFO : Epoch 1589 | loss: 0.0310887 | val_loss: 0.0312092 | Time: 2812.78 ms [2020-12-18 05:57:33 main:581] : INFO : Epoch 1590 | loss: 0.0310835 | val_loss: 0.0312141 | Time: 2810.57 ms [2020-12-18 05:57:36 main:581] : INFO : Epoch 1591 | loss: 0.0310817 | val_loss: 0.0312098 | Time: 2809.79 ms [2020-12-18 05:57:39 main:581] : INFO : Epoch 1592 | loss: 0.0310852 | val_loss: 0.0312098 | Time: 2811.07 ms [2020-12-18 05:57:42 main:581] : INFO : Epoch 1593 | loss: 0.0310914 | val_loss: 0.0312015 | Time: 2807.51 ms [2020-12-18 05:57:45 main:581] : INFO : Epoch 1594 | loss: 0.0310975 | val_loss: 0.0312043 | Time: 2808.96 ms [2020-12-18 05:57:47 main:581] : INFO : Epoch 1595 | loss: 0.0311135 | val_loss: 0.0312019 | Time: 2817.17 ms [2020-12-18 05:57:50 main:581] : INFO : Epoch 1596 | loss: 0.031135 | val_loss: 0.0312278 | Time: 2814.98 ms [2020-12-18 05:57:53 main:581] : INFO : Epoch 1597 | loss: 0.0312873 | val_loss: 0.0330803 | Time: 2816.03 ms [2020-12-18 05:57:56 main:581] : INFO : Epoch 1598 | loss: 0.0343124 | val_loss: 0.0334658 | Time: 2806.68 ms [2020-12-18 05:57:59 main:581] : INFO : Epoch 1599 | loss: 0.0317468 | val_loss: 0.0341376 | Time: 2835.98 ms [2020-12-18 05:58:01 main:581] : INFO : Epoch 1600 | loss: 0.0426519 | val_loss: 0.0377518 | Time: 2839.37 ms [2020-12-18 05:58:04 main:581] : INFO : Epoch 1601 | loss: 0.034621 | val_loss: 0.0324499 | Time: 2816.19 ms [2020-12-18 05:58:07 main:581] : INFO : Epoch 1602 | loss: 0.0316676 | val_loss: 0.0313966 | Time: 2804.12 ms [2020-12-18 05:58:10 main:581] : INFO : Epoch 1603 | loss: 0.0313038 | val_loss: 0.0312531 | Time: 2816.54 ms [2020-12-18 05:58:13 main:581] : INFO : Epoch 1604 | loss: 0.0312577 | val_loss: 0.0312536 | Time: 2820.56 ms [2020-12-18 05:58:16 main:581] : INFO : Epoch 1605 | loss: 0.0312508 | val_loss: 0.0312489 | Time: 2809.82 ms [2020-12-18 05:58:18 main:581] : INFO : Epoch 1606 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2813.13 ms [2020-12-18 05:58:21 main:581] : INFO : Epoch 1607 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2805.79 ms [2020-12-18 05:58:24 main:581] : INFO : Epoch 1608 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 2814.03 ms [2020-12-18 05:58:27 main:581] : INFO : Epoch 1609 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 2806.8 ms [2020-12-18 05:58:30 main:581] : INFO : Epoch 1610 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 2829.22 ms [2020-12-18 05:58:32 main:581] : INFO : Epoch 1611 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 2810.86 ms [2020-12-18 05:58:35 main:581] : INFO : Epoch 1612 | loss: 0.0312408 | val_loss: 0.0312388 | Time: 2803.15 ms [2020-12-18 05:58:38 main:581] : INFO : Epoch 1613 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 2813.45 ms [2020-12-18 05:58:41 main:581] : INFO : Epoch 1614 | loss: 0.0312377 | val_loss: 0.0312365 | Time: 2815.43 ms [2020-12-18 05:58:44 main:581] : INFO : Epoch 1615 | loss: 0.0312365 | val_loss: 0.0312343 | Time: 2814.46 ms [2020-12-18 05:58:46 main:581] : INFO : Epoch 1616 | loss: 0.0312349 | val_loss: 0.0312327 | Time: 2814.57 ms [2020-12-18 05:58:49 main:581] : INFO : Epoch 1617 | loss: 0.0312334 | val_loss: 0.0312313 | Time: 2812.81 ms [2020-12-18 05:58:52 main:581] : INFO : Epoch 1618 | loss: 0.031232 | val_loss: 0.03123 | Time: 2812.54 ms [2020-12-18 05:58:55 main:581] : INFO : Epoch 1619 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 2810.69 ms [2020-12-18 05:58:58 main:581] : INFO : Epoch 1620 | loss: 0.0312295 | val_loss: 0.0312272 | Time: 2817.98 ms [2020-12-18 05:59:01 main:581] : INFO : Epoch 1621 | loss: 0.0312278 | val_loss: 0.031225 | Time: 2834.37 ms [2020-12-18 05:59:03 main:581] : INFO : Epoch 1622 | loss: 0.0312265 | val_loss: 0.031225 | Time: 2808.7 ms [2020-12-18 05:59:06 main:581] : INFO : Epoch 1623 | loss: 0.0312256 | val_loss: 0.0312233 | Time: 2807.31 ms [2020-12-18 05:59:09 main:581] : INFO : Epoch 1624 | loss: 0.031224 | val_loss: 0.0312213 | Time: 2815.49 ms [2020-12-18 05:59:12 main:581] : INFO : Epoch 1625 | loss: 0.0312234 | val_loss: 0.0312233 | Time: 2813.64 ms [2020-12-18 05:59:15 main:581] : INFO : Epoch 1626 | loss: 0.0312223 | val_loss: 0.0312187 | Time: 2814.74 ms [2020-12-18 05:59:17 main:581] : INFO : Epoch 1627 | loss: 0.0312231 | val_loss: 0.0312194 | Time: 2815.07 ms [2020-12-18 05:59:20 main:581] : INFO : Epoch 1628 | loss: 0.0312203 | val_loss: 0.0312171 | Time: 2816.95 ms [2020-12-18 05:59:23 main:581] : INFO : Epoch 1629 | loss: 0.0312215 | val_loss: 0.0312213 | Time: 2816.36 ms [2020-12-18 05:59:26 main:581] : INFO : Epoch 1630 | loss: 0.0312224 | val_loss: 0.0312173 | Time: 2818.15 ms [2020-12-18 05:59:29 main:581] : INFO : Epoch 1631 | loss: 0.0312193 | val_loss: 0.0312154 | Time: 2841.88 ms [2020-12-18 05:59:32 main:581] : INFO : Epoch 1632 | loss: 0.0312176 | val_loss: 0.0312152 | Time: 2814.07 ms [2020-12-18 05:59:34 main:581] : INFO : Epoch 1633 | loss: 0.0312176 | val_loss: 0.0312131 | Time: 2817.57 ms [2020-12-18 05:59:37 main:581] : INFO : Epoch 1634 | loss: 0.0312157 | val_loss: 0.0312127 | Time: 2815.02 ms [2020-12-18 05:59:40 main:581] : INFO : Epoch 1635 | loss: 0.0312152 | val_loss: 0.0312119 | Time: 2816.2 ms [2020-12-18 05:59:43 main:581] : INFO : Epoch 1636 | loss: 0.0312149 | val_loss: 0.0312108 | Time: 2814.06 ms [2020-12-18 05:59:46 main:581] : INFO : Epoch 1637 | loss: 0.0312131 | val_loss: 0.0312094 | Time: 2816.3 ms [2020-12-18 05:59:48 main:581] : INFO : Epoch 1638 | loss: 0.0312114 | val_loss: 0.0312079 | Time: 2812.17 ms [2020-12-18 05:59:51 main:581] : INFO : Epoch 1639 | loss: 0.0312099 | val_loss: 0.0312054 | Time: 2816.18 ms [2020-12-18 05:59:54 main:581] : INFO : Epoch 1640 | loss: 0.0312073 | val_loss: 0.0312039 | Time: 2815.24 ms [2020-12-18 05:59:57 main:581] : INFO : Epoch 1641 | loss: 0.0312061 | val_loss: 0.0312029 | Time: 2815.59 ms [2020-12-18 06:00:00 main:581] : INFO : Epoch 1642 | loss: 0.0312049 | val_loss: 0.0312047 | Time: 2844.38 ms [2020-12-18 06:00:03 main:581] : INFO : Epoch 1643 | loss: 0.0312044 | val_loss: 0.0312013 | Time: 2819.85 ms [2020-12-18 06:00:05 main:581] : INFO : Epoch 1644 | loss: 0.0312038 | val_loss: 0.0312016 | Time: 2801.78 ms [2020-12-18 06:00:08 main:581] : INFO : Epoch 1645 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 2814.04 ms [2020-12-18 06:00:11 main:581] : INFO : Epoch 1646 | loss: 0.0312048 | val_loss: 0.0312081 | Time: 2797.62 ms [2020-12-18 06:00:14 main:581] : INFO : Epoch 1647 | loss: 0.0312064 | val_loss: 0.0312045 | Time: 2809.03 ms [2020-12-18 06:00:17 main:581] : INFO : Epoch 1648 | loss: 0.0312044 | val_loss: 0.0312012 | Time: 2802.75 ms [2020-12-18 06:00:19 main:581] : INFO : Epoch 1649 | loss: 0.0312028 | val_loss: 0.0312005 | Time: 2811.8 ms [2020-12-18 06:00:22 main:581] : INFO : Epoch 1650 | loss: 0.0312053 | val_loss: 0.0311998 | Time: 2814.54 ms [2020-12-18 06:00:25 main:581] : INFO : Epoch 1651 | loss: 0.0312038 | val_loss: 0.0312 | Time: 2809.95 ms [2020-12-18 06:00:28 main:581] : INFO : Epoch 1652 | loss: 0.0312022 | val_loss: 0.0311996 | Time: 2819.18 ms [2020-12-18 06:00:31 main:581] : INFO : Epoch 1653 | loss: 0.0312015 | val_loss: 0.0311984 | Time: 2811.4 ms [2020-12-18 06:00:33 main:581] : INFO : Epoch 1654 | loss: 0.0312018 | val_loss: 0.0311985 | Time: 2809.64 ms [2020-12-18 06:00:36 main:581] : INFO : Epoch 1655 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 2812.26 ms [2020-12-18 06:00:39 main:581] : INFO : Epoch 1656 | loss: 0.0312028 | val_loss: 0.0312009 | Time: 2815.88 ms [2020-12-18 06:00:42 main:581] : INFO : Epoch 1657 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 2815.39 ms [2020-12-18 06:00:45 main:581] : INFO : Epoch 1658 | loss: 0.0312036 | val_loss: 0.0311985 | Time: 2809.98 ms [2020-12-18 06:00:48 main:581] : INFO : Epoch 1659 | loss: 0.0312042 | val_loss: 0.0312041 | Time: 2812.71 ms [2020-12-18 06:00:50 main:581] : INFO : Epoch 1660 | loss: 0.0312032 | val_loss: 0.0312015 | Time: 2813.9 ms [2020-12-18 06:00:53 main:581] : INFO : Epoch 1661 | loss: 0.0312025 | val_loss: 0.031199 | Time: 2812.21 ms [2020-12-18 06:00:56 main:581] : INFO : Epoch 1662 | loss: 0.0312054 | val_loss: 0.0311992 | Time: 2813.4 ms [2020-12-18 06:00:59 main:581] : INFO : Epoch 1663 | loss: 0.0312004 | val_loss: 0.031198 | Time: 2834.22 ms [2020-12-18 06:01:02 main:581] : INFO : Epoch 1664 | loss: 0.0312001 | val_loss: 0.0311987 | Time: 2838.72 ms [2020-12-18 06:01:04 main:581] : INFO : Epoch 1665 | loss: 0.0311999 | val_loss: 0.0311972 | Time: 2817.39 ms [2020-12-18 06:01:07 main:581] : INFO : Epoch 1666 | loss: 0.0311997 | val_loss: 0.031197 | Time: 2817.64 ms [2020-12-18 06:01:10 main:581] : INFO : Epoch 1667 | loss: 0.0312012 | val_loss: 0.0311976 | Time: 2814.29 ms [2020-12-18 06:01:13 main:581] : INFO : Epoch 1668 | loss: 0.0312012 | val_loss: 0.0311971 | Time: 2806.74 ms [2020-12-18 06:01:16 main:581] : INFO : Epoch 1669 | loss: 0.0311998 | val_loss: 0.0311972 | Time: 2806.17 ms [2020-12-18 06:01:19 main:581] : INFO : Epoch 1670 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 2807.39 ms [2020-12-18 06:01:21 main:581] : INFO : Epoch 1671 | loss: 0.0311997 | val_loss: 0.0311976 | Time: 2809.49 ms [2020-12-18 06:01:24 main:581] : INFO : Epoch 1672 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 2808.23 ms [2020-12-18 06:01:27 main:581] : INFO : Epoch 1673 | loss: 0.0312022 | val_loss: 0.0311995 | Time: 2813.35 ms [2020-12-18 06:01:30 main:581] : INFO : Epoch 1674 | loss: 0.0312021 | val_loss: 0.0311968 | Time: 2842.9 ms [2020-12-18 06:01:33 main:581] : INFO : Epoch 1675 | loss: 0.0311991 | val_loss: 0.031197 | Time: 2815.83 ms [2020-12-18 06:01:35 main:581] : INFO : Epoch 1676 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 2813.12 ms [2020-12-18 06:01:38 main:581] : INFO : Epoch 1677 | loss: 0.0312002 | val_loss: 0.0311962 | Time: 2819.87 ms [2020-12-18 06:01:41 main:581] : INFO : Epoch 1678 | loss: 0.0312001 | val_loss: 0.0312001 | Time: 2812.13 ms [2020-12-18 06:01:44 main:581] : INFO : Epoch 1679 | loss: 0.0312007 | val_loss: 0.0312012 | Time: 2814.58 ms [2020-12-18 06:01:47 main:581] : INFO : Epoch 1680 | loss: 0.0312005 | val_loss: 0.0311981 | Time: 2810.08 ms [2020-12-18 06:01:49 main:581] : INFO : Epoch 1681 | loss: 0.0312023 | val_loss: 0.0311969 | Time: 2805.44 ms [2020-12-18 06:01:52 main:581] : INFO : Epoch 1682 | loss: 0.0311994 | val_loss: 0.0311958 | Time: 2818.74 ms [2020-12-18 06:01:55 main:581] : INFO : Epoch 1683 | loss: 0.0311999 | val_loss: 0.0312014 | Time: 2817.06 ms [2020-12-18 06:01:58 main:581] : INFO : Epoch 1684 | loss: 0.0312009 | val_loss: 0.031197 | Time: 2836.52 ms [2020-12-18 06:02:01 main:581] : INFO : Epoch 1685 | loss: 0.0312025 | val_loss: 0.0311957 | Time: 2837.35 ms [2020-12-18 06:02:04 main:581] : INFO : Epoch 1686 | loss: 0.0311979 | val_loss: 0.0311952 | Time: 2811.74 ms [2020-12-18 06:02:06 main:581] : INFO : Epoch 1687 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 2810.37 ms [2020-12-18 06:02:09 main:581] : INFO : Epoch 1688 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 2808.43 ms [2020-12-18 06:02:12 main:581] : INFO : Epoch 1689 | loss: 0.031198 | val_loss: 0.0311974 | Time: 2813.41 ms [2020-12-18 06:02:15 main:581] : INFO : Epoch 1690 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 2817.63 ms [2020-12-18 06:02:18 main:581] : INFO : Epoch 1691 | loss: 0.0311985 | val_loss: 0.0311944 | Time: 2814.47 ms [2020-12-18 06:02:20 main:581] : INFO : Epoch 1692 | loss: 0.0311989 | val_loss: 0.0311944 | Time: 2815.33 ms [2020-12-18 06:02:23 main:581] : INFO : Epoch 1693 | loss: 0.0311966 | val_loss: 0.0311937 | Time: 2815.01 ms [2020-12-18 06:02:26 main:581] : INFO : Epoch 1694 | loss: 0.0311957 | val_loss: 0.0311947 | Time: 2814.98 ms [2020-12-18 06:02:29 main:581] : INFO : Epoch 1695 | loss: 0.0311984 | val_loss: 0.0311931 | Time: 2829.67 ms [2020-12-18 06:02:32 main:581] : INFO : Epoch 1696 | loss: 0.031197 | val_loss: 0.0311958 | Time: 2815.46 ms [2020-12-18 06:02:35 main:581] : INFO : Epoch 1697 | loss: 0.0311974 | val_loss: 0.031194 | Time: 2814.3 ms [2020-12-18 06:02:37 main:581] : INFO : Epoch 1698 | loss: 0.0311959 | val_loss: 0.0311921 | Time: 2814.77 ms [2020-12-18 06:02:40 main:581] : INFO : Epoch 1699 | loss: 0.031195 | val_loss: 0.0311916 | Time: 2816.31 ms [2020-12-18 06:02:43 main:581] : INFO : Epoch 1700 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 2810.71 ms [2020-12-18 06:02:46 main:581] : INFO : Epoch 1701 | loss: 0.031194 | val_loss: 0.0311918 | Time: 2814.02 ms [2020-12-18 06:02:49 main:581] : INFO : Epoch 1702 | loss: 0.0311976 | val_loss: 0.031192 | Time: 2813.06 ms [2020-12-18 06:02:51 main:581] : INFO : Epoch 1703 | loss: 0.0311967 | val_loss: 0.031196 | Time: 2814.56 ms [2020-12-18 06:02:54 main:581] : INFO : Epoch 1704 | loss: 0.0311933 | val_loss: 0.0311902 | Time: 2817.17 ms [2020-12-18 06:02:57 main:581] : INFO : Epoch 1705 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 2809.38 ms [2020-12-18 06:03:00 main:581] : INFO : Epoch 1706 | loss: 0.0311927 | val_loss: 0.0311913 | Time: 2853.62 ms [2020-12-18 06:03:03 main:581] : INFO : Epoch 1707 | loss: 0.0311929 | val_loss: 0.0311901 | Time: 2816.94 ms [2020-12-18 06:03:06 main:581] : INFO : Epoch 1708 | loss: 0.031192 | val_loss: 0.0311898 | Time: 2810.51 ms [2020-12-18 06:03:08 main:581] : INFO : Epoch 1709 | loss: 0.0311929 | val_loss: 0.0311888 | Time: 2816.24 ms [2020-12-18 06:03:11 main:581] : INFO : Epoch 1710 | loss: 0.031191 | val_loss: 0.0311883 | Time: 2809.41 ms [2020-12-18 06:03:14 main:581] : INFO : Epoch 1711 | loss: 0.0311928 | val_loss: 0.0311948 | Time: 2815.36 ms [2020-12-18 06:03:17 main:581] : INFO : Epoch 1712 | loss: 0.0311939 | val_loss: 0.0311934 | Time: 2813.9 ms [2020-12-18 06:03:20 main:581] : INFO : Epoch 1713 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 2816.71 ms [2020-12-18 06:03:22 main:581] : INFO : Epoch 1714 | loss: 0.0311916 | val_loss: 0.0311881 | Time: 2819.05 ms [2020-12-18 06:03:25 main:581] : INFO : Epoch 1715 | loss: 0.0311949 | val_loss: 0.0312213 | Time: 2817.29 ms [2020-12-18 06:03:28 main:581] : INFO : Epoch 1716 | loss: 0.0311988 | val_loss: 0.0311911 | Time: 2837.42 ms [2020-12-18 06:03:31 main:581] : INFO : Epoch 1717 | loss: 0.0311901 | val_loss: 0.0311861 | Time: 2816.57 ms [2020-12-18 06:03:34 main:581] : INFO : Epoch 1718 | loss: 0.0311914 | val_loss: 0.0311884 | Time: 2815.5 ms [2020-12-18 06:03:37 main:581] : INFO : Epoch 1719 | loss: 0.0311917 | val_loss: 0.0311866 | Time: 2814.17 ms [2020-12-18 06:03:39 main:581] : INFO : Epoch 1720 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 2816.91 ms [2020-12-18 06:03:42 main:581] : INFO : Epoch 1721 | loss: 0.0311896 | val_loss: 0.0311844 | Time: 2812.86 ms [2020-12-18 06:03:45 main:581] : INFO : Epoch 1722 | loss: 0.031188 | val_loss: 0.0311853 | Time: 2816.19 ms [2020-12-18 06:03:48 main:581] : INFO : Epoch 1723 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 2818.76 ms [2020-12-18 06:03:51 main:581] : INFO : Epoch 1724 | loss: 0.0311916 | val_loss: 0.031205 | Time: 2815.52 ms [2020-12-18 06:03:53 main:581] : INFO : Epoch 1725 | loss: 0.0311921 | val_loss: 0.0311838 | Time: 2810.82 ms [2020-12-18 06:03:56 main:581] : INFO : Epoch 1726 | loss: 0.0311872 | val_loss: 0.0311832 | Time: 2809.59 ms [2020-12-18 06:03:59 main:581] : INFO : Epoch 1727 | loss: 0.0311877 | val_loss: 0.0311852 | Time: 2834.61 ms [2020-12-18 06:04:02 main:581] : INFO : Epoch 1728 | loss: 0.0311893 | val_loss: 0.0311855 | Time: 2833.59 ms [2020-12-18 06:04:05 main:581] : INFO : Epoch 1729 | loss: 0.031186 | val_loss: 0.0311835 | Time: 2811.26 ms [2020-12-18 06:04:08 main:581] : INFO : Epoch 1730 | loss: 0.0311859 | val_loss: 0.0311841 | Time: 2810.83 ms [2020-12-18 06:04:10 main:581] : INFO : Epoch 1731 | loss: 0.0311896 | val_loss: 0.0311829 | Time: 2813.43 ms [2020-12-18 06:04:13 main:581] : INFO : Epoch 1732 | loss: 0.0311849 | val_loss: 0.0311826 | Time: 2806.56 ms [2020-12-18 06:04:16 main:581] : INFO : Epoch 1733 | loss: 0.031185 | val_loss: 0.0311913 | Time: 2817.48 ms [2020-12-18 06:04:19 main:581] : INFO : Epoch 1734 | loss: 0.0311906 | val_loss: 0.0311989 | Time: 2814.88 ms [2020-12-18 06:04:22 main:581] : INFO : Epoch 1735 | loss: 0.0311877 | val_loss: 0.0311848 | Time: 2815.2 ms [2020-12-18 06:04:24 main:581] : INFO : Epoch 1736 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 2811.06 ms [2020-12-18 06:04:27 main:581] : INFO : Epoch 1737 | loss: 0.0311853 | val_loss: 0.0311817 | Time: 2808.72 ms [2020-12-18 06:04:30 main:581] : INFO : Epoch 1738 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 2826 ms [2020-12-18 06:04:33 main:581] : INFO : Epoch 1739 | loss: 0.0311873 | val_loss: 0.0311858 | Time: 2808.38 ms [2020-12-18 06:04:36 main:581] : INFO : Epoch 1740 | loss: 0.0311852 | val_loss: 0.0311822 | Time: 2808.23 ms [2020-12-18 06:04:39 main:581] : INFO : Epoch 1741 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 2814.01 ms [2020-12-18 06:04:41 main:581] : INFO : Epoch 1742 | loss: 0.0311832 | val_loss: 0.0311817 | Time: 2805.56 ms [2020-12-18 06:04:44 main:581] : INFO : Epoch 1743 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 2813.69 ms [2020-12-18 06:04:47 main:581] : INFO : Epoch 1744 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 2813.38 ms [2020-12-18 06:04:50 main:581] : INFO : Epoch 1745 | loss: 0.0311867 | val_loss: 0.0311863 | Time: 2814.36 ms [2020-12-18 06:04:53 main:581] : INFO : Epoch 1746 | loss: 0.0311832 | val_loss: 0.031182 | Time: 2815.71 ms [2020-12-18 06:04:55 main:581] : INFO : Epoch 1747 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 2785.87 ms [2020-12-18 06:04:58 main:581] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 2837.86 ms [2020-12-18 06:05:01 main:581] : INFO : Epoch 1749 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 2841.2 ms [2020-12-18 06:05:04 main:581] : INFO : Epoch 1750 | loss: 0.0311828 | val_loss: 0.0311923 | Time: 2815.23 ms [2020-12-18 06:05:07 main:581] : INFO : Epoch 1751 | loss: 0.0311818 | val_loss: 0.0311802 | Time: 2813.68 ms [2020-12-18 06:05:09 main:581] : INFO : Epoch 1752 | loss: 0.0311848 | val_loss: 0.0311925 | Time: 2812.7 ms [2020-12-18 06:05:12 main:581] : INFO : Epoch 1753 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 2812.45 ms [2020-12-18 06:05:15 main:581] : INFO : Epoch 1754 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 2815.19 ms [2020-12-18 06:05:18 main:581] : INFO : Epoch 1755 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 2814.8 ms [2020-12-18 06:05:21 main:581] : INFO : Epoch 1756 | loss: 0.0311825 | val_loss: 0.0311796 | Time: 2805.07 ms [2020-12-18 06:05:24 main:581] : INFO : Epoch 1757 | loss: 0.0311821 | val_loss: 0.031186 | Time: 2814.01 ms [2020-12-18 06:05:26 main:581] : INFO : Epoch 1758 | loss: 0.0311881 | val_loss: 0.0311791 | Time: 2817.27 ms [2020-12-18 06:05:29 main:581] : INFO : Epoch 1759 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 2839.42 ms [2020-12-18 06:05:32 main:581] : INFO : Epoch 1760 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 2811.53 ms [2020-12-18 06:05:35 main:581] : INFO : Epoch 1761 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 2819.38 ms [2020-12-18 06:05:38 main:581] : INFO : Epoch 1762 | loss: 0.0311822 | val_loss: 0.031184 | Time: 2811.96 ms [2020-12-18 06:05:40 main:581] : INFO : Epoch 1763 | loss: 0.0311813 | val_loss: 0.031179 | Time: 2808.85 ms [2020-12-18 06:05:43 main:581] : INFO : Epoch 1764 | loss: 0.031181 | val_loss: 0.0311786 | Time: 2811.32 ms [2020-12-18 06:05:46 main:581] : INFO : Epoch 1765 | loss: 0.031179 | val_loss: 0.0311791 | Time: 2817.98 ms [2020-12-18 06:05:49 main:581] : INFO : Epoch 1766 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 2819.8 ms [2020-12-18 06:05:52 main:581] : INFO : Epoch 1767 | loss: 0.0311829 | val_loss: 0.0311782 | Time: 2824.25 ms [2020-12-18 06:05:55 main:581] : INFO : Epoch 1768 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 2816.06 ms [2020-12-18 06:05:57 main:581] : INFO : Epoch 1769 | loss: 0.0311789 | val_loss: 0.031181 | Time: 2815.57 ms [2020-12-18 06:06:00 main:581] : INFO : Epoch 1770 | loss: 0.03118 | val_loss: 0.0311796 | Time: 2853.32 ms [2020-12-18 06:06:03 main:581] : INFO : Epoch 1771 | loss: 0.0311821 | val_loss: 0.0311781 | Time: 2815.79 ms [2020-12-18 06:06:06 main:581] : INFO : Epoch 1772 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 2813.21 ms [2020-12-18 06:06:09 main:581] : INFO : Epoch 1773 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 2813.02 ms [2020-12-18 06:06:11 main:581] : INFO : Epoch 1774 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 2815.95 ms [2020-12-18 06:06:14 main:581] : INFO : Epoch 1775 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2805.74 ms [2020-12-18 06:06:17 main:581] : INFO : Epoch 1776 | loss: 0.031178 | val_loss: 0.0311778 | Time: 2801.86 ms [2020-12-18 06:06:20 main:581] : INFO : Epoch 1777 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 2807.34 ms [2020-12-18 06:06:23 main:581] : INFO : Epoch 1778 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2809.63 ms [2020-12-18 06:06:26 main:581] : INFO : Epoch 1779 | loss: 0.0311859 | val_loss: 0.0311779 | Time: 2809.52 ms [2020-12-18 06:06:28 main:581] : INFO : Epoch 1780 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 2826.64 ms [2020-12-18 06:06:31 main:581] : INFO : Epoch 1781 | loss: 0.0311861 | val_loss: 0.0311883 | Time: 2812.49 ms [2020-12-18 06:06:34 main:581] : INFO : Epoch 1782 | loss: 0.031179 | val_loss: 0.0311778 | Time: 2816.99 ms [2020-12-18 06:06:37 main:581] : INFO : Epoch 1783 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 2816.58 ms [2020-12-18 06:06:40 main:581] : INFO : Epoch 1784 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 2817.07 ms [2020-12-18 06:06:42 main:581] : INFO : Epoch 1785 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 2815.49 ms [2020-12-18 06:06:45 main:581] : INFO : Epoch 1786 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 2815.67 ms [2020-12-18 06:06:48 main:581] : INFO : Epoch 1787 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2817.03 ms [2020-12-18 06:06:51 main:581] : INFO : Epoch 1788 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 2817.01 ms [2020-12-18 06:06:54 main:581] : INFO : Epoch 1789 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 2798.6 ms [2020-12-18 06:06:57 main:581] : INFO : Epoch 1790 | loss: 0.0311779 | val_loss: 0.031178 | Time: 2814.03 ms [2020-12-18 06:06:59 main:581] : INFO : Epoch 1791 | loss: 0.0311764 | val_loss: 0.0311753 | Time: 2832.52 ms [2020-12-18 06:07:02 main:581] : INFO : Epoch 1792 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 2829.78 ms [2020-12-18 06:07:05 main:581] : INFO : Epoch 1793 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 2809.8 ms [2020-12-18 06:07:08 main:581] : INFO : Epoch 1794 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 2808.88 ms [2020-12-18 06:07:11 main:581] : INFO : Epoch 1795 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 2799.26 ms [2020-12-18 06:07:13 main:581] : INFO : Epoch 1796 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 2811.4 ms [2020-12-18 06:07:16 main:581] : INFO : Epoch 1797 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 2812.36 ms [2020-12-18 06:07:19 main:581] : INFO : Epoch 1798 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 2802.23 ms [2020-12-18 06:07:22 main:581] : INFO : Epoch 1799 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 2807.65 ms [2020-12-18 06:07:25 main:581] : INFO : Epoch 1800 | loss: 0.0311779 | val_loss: 0.0311936 | Time: 2812.43 ms [2020-12-18 06:07:27 main:581] : INFO : Epoch 1801 | loss: 0.0311771 | val_loss: 0.0311723 | Time: 2803.74 ms [2020-12-18 06:07:30 main:581] : INFO : Epoch 1802 | loss: 0.0311738 | val_loss: 0.0311725 | Time: 2820.32 ms [2020-12-18 06:07:33 main:581] : INFO : Epoch 1803 | loss: 0.0311744 | val_loss: 0.031183 | Time: 2804.47 ms [2020-12-18 06:07:36 main:581] : INFO : Epoch 1804 | loss: 0.0311755 | val_loss: 0.0311723 | Time: 2803.68 ms [2020-12-18 06:07:39 main:581] : INFO : Epoch 1805 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 2800.13 ms [2020-12-18 06:07:41 main:581] : INFO : Epoch 1806 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 2808.86 ms [2020-12-18 06:07:44 main:581] : INFO : Epoch 1807 | loss: 0.0311736 | val_loss: 0.0311947 | Time: 2808.09 ms [2020-12-18 06:07:47 main:581] : INFO : Epoch 1808 | loss: 0.0311767 | val_loss: 0.0311738 | Time: 2810.75 ms [2020-12-18 06:07:50 main:581] : INFO : Epoch 1809 | loss: 0.031174 | val_loss: 0.0311807 | Time: 2810.46 ms [2020-12-18 06:07:53 main:581] : INFO : Epoch 1810 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 2805.96 ms [2020-12-18 06:07:56 main:581] : INFO : Epoch 1811 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 2814.54 ms [2020-12-18 06:07:58 main:581] : INFO : Epoch 1812 | loss: 0.0311714 | val_loss: 0.0311835 | Time: 2837.79 ms [2020-12-18 06:08:01 main:581] : INFO : Epoch 1813 | loss: 0.0311745 | val_loss: 0.0311717 | Time: 2833.23 ms [2020-12-18 06:08:04 main:581] : INFO : Epoch 1814 | loss: 0.031171 | val_loss: 0.031176 | Time: 2812.9 ms [2020-12-18 06:08:07 main:581] : INFO : Epoch 1815 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 2813.9 ms [2020-12-18 06:08:10 main:581] : INFO : Epoch 1816 | loss: 0.0311765 | val_loss: 0.0311886 | Time: 2818.7 ms [2020-12-18 06:08:12 main:581] : INFO : Epoch 1817 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 2811.05 ms [2020-12-18 06:08:15 main:581] : INFO : Epoch 1818 | loss: 0.0311718 | val_loss: 0.0311716 | Time: 2813.63 ms [2020-12-18 06:08:18 main:581] : INFO : Epoch 1819 | loss: 0.0311727 | val_loss: 0.031173 | Time: 2810.61 ms [2020-12-18 06:08:21 main:581] : INFO : Epoch 1820 | loss: 0.0311747 | val_loss: 0.031172 | Time: 2815.78 ms [2020-12-18 06:08:24 main:581] : INFO : Epoch 1821 | loss: 0.0311708 | val_loss: 0.0311701 | Time: 2814.64 ms [2020-12-18 06:08:27 main:581] : INFO : Epoch 1822 | loss: 0.0311702 | val_loss: 0.0311714 | Time: 2813.72 ms [2020-12-18 06:08:29 main:581] : INFO : Epoch 1823 | loss: 0.0311755 | val_loss: 0.0312046 | Time: 2833.35 ms [2020-12-18 06:08:32 main:581] : INFO : Epoch 1824 | loss: 0.0311761 | val_loss: 0.0311744 | Time: 2814.11 ms [2020-12-18 06:08:35 main:581] : INFO : Epoch 1825 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 2806.03 ms [2020-12-18 06:08:38 main:581] : INFO : Epoch 1826 | loss: 0.0311704 | val_loss: 0.0311694 | Time: 2817.84 ms [2020-12-18 06:08:41 main:581] : INFO : Epoch 1827 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 2819.53 ms [2020-12-18 06:08:43 main:581] : INFO : Epoch 1828 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 2813.14 ms [2020-12-18 06:08:46 main:581] : INFO : Epoch 1829 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2817.89 ms [2020-12-18 06:08:49 main:581] : INFO : Epoch 1830 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 2814.4 ms [2020-12-18 06:08:52 main:581] : INFO : Epoch 1831 | loss: 0.0311712 | val_loss: 0.0311683 | Time: 2813.93 ms [2020-12-18 06:08:55 main:581] : INFO : Epoch 1832 | loss: 0.0311688 | val_loss: 0.0311689 | Time: 2819.16 ms [2020-12-18 06:08:58 main:581] : INFO : Epoch 1833 | loss: 0.0311684 | val_loss: 0.0311695 | Time: 2802 ms [2020-12-18 06:09:00 main:581] : INFO : Epoch 1834 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 2840.75 ms [2020-12-18 06:09:03 main:581] : INFO : Epoch 1835 | loss: 0.0311737 | val_loss: 0.0311711 | Time: 2810.55 ms [2020-12-18 06:09:06 main:581] : INFO : Epoch 1836 | loss: 0.0311655 | val_loss: 0.0311727 | Time: 2813.08 ms [2020-12-18 06:09:09 main:581] : INFO : Epoch 1837 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 2813.82 ms [2020-12-18 06:09:12 main:581] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 2806.17 ms [2020-12-18 06:09:14 main:581] : INFO : Epoch 1839 | loss: 0.0311636 | val_loss: 0.0311799 | Time: 2814.77 ms [2020-12-18 06:09:17 main:581] : INFO : Epoch 1840 | loss: 0.0311711 | val_loss: 0.0311734 | Time: 2809.75 ms [2020-12-18 06:09:20 main:581] : INFO : Epoch 1841 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 2806.98 ms [2020-12-18 06:09:23 main:581] : INFO : Epoch 1842 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 2810.94 ms [2020-12-18 06:09:26 main:581] : INFO : Epoch 1843 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 2818.57 ms [2020-12-18 06:09:29 main:581] : INFO : Epoch 1844 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 2834.91 ms [2020-12-18 06:09:31 main:581] : INFO : Epoch 1845 | loss: 0.0311618 | val_loss: 0.0311683 | Time: 2813.44 ms [2020-12-18 06:09:34 main:581] : INFO : Epoch 1846 | loss: 0.0311625 | val_loss: 0.0311824 | Time: 2810 ms [2020-12-18 06:09:37 main:581] : INFO : Epoch 1847 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 2820.01 ms [2020-12-18 06:09:40 main:581] : INFO : Epoch 1848 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 2813.12 ms [2020-12-18 06:09:43 main:581] : INFO : Epoch 1849 | loss: 0.0311649 | val_loss: 0.031187 | Time: 2816.01 ms [2020-12-18 06:09:45 main:581] : INFO : Epoch 1850 | loss: 0.0311748 | val_loss: 0.0311847 | Time: 2814.45 ms [2020-12-18 06:09:48 main:581] : INFO : Epoch 1851 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 2815.4 ms [2020-12-18 06:09:51 main:581] : INFO : Epoch 1852 | loss: 0.0311683 | val_loss: 0.0311671 | Time: 2814.89 ms [2020-12-18 06:09:54 main:581] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 2815.04 ms [2020-12-18 06:09:57 main:581] : INFO : Epoch 1854 | loss: 0.0311672 | val_loss: 0.0311808 | Time: 2810.39 ms [2020-12-18 06:09:59 main:581] : INFO : Epoch 1855 | loss: 0.0311659 | val_loss: 0.031167 | Time: 2836.06 ms [2020-12-18 06:10:02 main:581] : INFO : Epoch 1856 | loss: 0.0311688 | val_loss: 0.0311694 | Time: 2831.64 ms [2020-12-18 06:10:05 main:581] : INFO : Epoch 1857 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 2812.7 ms [2020-12-18 06:10:08 main:581] : INFO : Epoch 1858 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 2812.46 ms [2020-12-18 06:10:11 main:581] : INFO : Epoch 1859 | loss: 0.0311677 | val_loss: 0.0311897 | Time: 2822.97 ms [2020-12-18 06:10:14 main:581] : INFO : Epoch 1860 | loss: 0.0311664 | val_loss: 0.0311661 | Time: 2819.75 ms [2020-12-18 06:10:16 main:581] : INFO : Epoch 1861 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 2815.36 ms [2020-12-18 06:10:19 main:581] : INFO : Epoch 1862 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 2811.39 ms [2020-12-18 06:10:22 main:581] : INFO : Epoch 1863 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 2823.53 ms [2020-12-18 06:10:25 main:581] : INFO : Epoch 1864 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 2815.75 ms [2020-12-18 06:10:28 main:581] : INFO : Epoch 1865 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2825.86 ms [2020-12-18 06:10:30 main:581] : INFO : Epoch 1866 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 2808.72 ms [2020-12-18 06:10:33 main:581] : INFO : Epoch 1867 | loss: 0.0311606 | val_loss: 0.0311885 | Time: 2816.98 ms [2020-12-18 06:10:36 main:581] : INFO : Epoch 1868 | loss: 0.0311625 | val_loss: 0.0311699 | Time: 2800.05 ms [2020-12-18 06:10:39 main:581] : INFO : Epoch 1869 | loss: 0.03116 | val_loss: 0.0311739 | Time: 2814.53 ms [2020-12-18 06:10:42 main:581] : INFO : Epoch 1870 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2815.41 ms [2020-12-18 06:10:45 main:581] : INFO : Epoch 1871 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 2814.66 ms [2020-12-18 06:10:47 main:581] : INFO : Epoch 1872 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2807.85 ms [2020-12-18 06:10:50 main:581] : INFO : Epoch 1873 | loss: 0.0311578 | val_loss: 0.0311671 | Time: 2820.86 ms [2020-12-18 06:10:53 main:581] : INFO : Epoch 1874 | loss: 0.0311595 | val_loss: 0.031171 | Time: 2813.37 ms [2020-12-18 06:10:56 main:581] : INFO : Epoch 1875 | loss: 0.031162 | val_loss: 0.0311719 | Time: 2804.41 ms [2020-12-18 06:10:59 main:581] : INFO : Epoch 1876 | loss: 0.0311598 | val_loss: 0.0311714 | Time: 2835.42 ms [2020-12-18 06:11:01 main:581] : INFO : Epoch 1877 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 2828.84 ms [2020-12-18 06:11:04 main:581] : INFO : Epoch 1878 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 2799.46 ms [2020-12-18 06:11:07 main:581] : INFO : Epoch 1879 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 2811.72 ms [2020-12-18 06:11:10 main:581] : INFO : Epoch 1880 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 2815.01 ms [2020-12-18 06:11:13 main:581] : INFO : Epoch 1881 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 2818.38 ms [2020-12-18 06:11:16 main:581] : INFO : Epoch 1882 | loss: 0.0311652 | val_loss: 0.0311646 | Time: 2811.79 ms [2020-12-18 06:11:18 main:581] : INFO : Epoch 1883 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 2814.92 ms [2020-12-18 06:11:21 main:581] : INFO : Epoch 1884 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 2810.81 ms [2020-12-18 06:11:24 main:581] : INFO : Epoch 1885 | loss: 0.0311617 | val_loss: 0.0311668 | Time: 2821.03 ms [2020-12-18 06:11:27 main:581] : INFO : Epoch 1886 | loss: 0.0311604 | val_loss: 0.0311665 | Time: 2819.42 ms [2020-12-18 06:11:30 main:581] : INFO : Epoch 1887 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 2841.57 ms [2020-12-18 06:11:32 main:581] : INFO : Epoch 1888 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 2809.09 ms [2020-12-18 06:11:35 main:581] : INFO : Epoch 1889 | loss: 0.031159 | val_loss: 0.0311689 | Time: 2816.43 ms [2020-12-18 06:11:38 main:581] : INFO : Epoch 1890 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 2820.13 ms [2020-12-18 06:11:41 main:581] : INFO : Epoch 1891 | loss: 0.0311603 | val_loss: 0.0311667 | Time: 2816.46 ms [2020-12-18 06:11:44 main:581] : INFO : Epoch 1892 | loss: 0.0311624 | val_loss: 0.0311834 | Time: 2816.51 ms [2020-12-18 06:11:47 main:581] : INFO : Epoch 1893 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2816.49 ms [2020-12-18 06:11:49 main:581] : INFO : Epoch 1894 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 2807.24 ms [2020-12-18 06:11:52 main:581] : INFO : Epoch 1895 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 2811.49 ms [2020-12-18 06:11:55 main:581] : INFO : Epoch 1896 | loss: 0.031158 | val_loss: 0.0311657 | Time: 2810.88 ms [2020-12-18 06:11:58 main:581] : INFO : Epoch 1897 | loss: 0.0311562 | val_loss: 0.0311727 | Time: 2831.24 ms [2020-12-18 06:12:01 main:581] : INFO : Epoch 1898 | loss: 0.0311607 | val_loss: 0.0311713 | Time: 2839.75 ms [2020-12-18 06:12:03 main:581] : INFO : Epoch 1899 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 2813.29 ms [2020-12-18 06:12:06 main:581] : INFO : Epoch 1900 | loss: 0.0311623 | val_loss: 0.0311749 | Time: 2814.64 ms [2020-12-18 06:12:09 main:581] : INFO : Epoch 1901 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 2808.48 ms [2020-12-18 06:12:12 main:581] : INFO : Epoch 1902 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 2816.3 ms [2020-12-18 06:12:15 main:581] : INFO : Epoch 1903 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 2793.87 ms [2020-12-18 06:12:17 main:581] : INFO : Epoch 1904 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 2805.67 ms [2020-12-18 06:12:20 main:581] : INFO : Epoch 1905 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 2814.94 ms [2020-12-18 06:12:23 main:581] : INFO : Epoch 1906 | loss: 0.0311598 | val_loss: 0.0311735 | Time: 2819.92 ms [2020-12-18 06:12:26 main:581] : INFO : Epoch 1907 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 2813.73 ms [2020-12-18 06:12:29 main:581] : INFO : Epoch 1908 | loss: 0.0311574 | val_loss: 0.0311723 | Time: 2827.49 ms [2020-12-18 06:12:32 main:581] : INFO : Epoch 1909 | loss: 0.0311555 | val_loss: 0.0311721 | Time: 2819.82 ms [2020-12-18 06:12:34 main:581] : INFO : Epoch 1910 | loss: 0.0311587 | val_loss: 0.0311806 | Time: 2819.67 ms [2020-12-18 06:12:37 main:581] : INFO : Epoch 1911 | loss: 0.0311697 | val_loss: 0.0311883 | Time: 2817.38 ms [2020-12-18 06:12:40 main:581] : INFO : Epoch 1912 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 2814.84 ms [2020-12-18 06:12:43 main:581] : INFO : Epoch 1913 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 2812.81 ms [2020-12-18 06:12:46 main:581] : INFO : Epoch 1914 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 2816.87 ms [2020-12-18 06:12:48 main:581] : INFO : Epoch 1915 | loss: 0.031156 | val_loss: 0.0311641 | Time: 2815.37 ms [2020-12-18 06:12:51 main:581] : INFO : Epoch 1916 | loss: 0.0311548 | val_loss: 0.0311753 | Time: 2812.66 ms [2020-12-18 06:12:54 main:581] : INFO : Epoch 1917 | loss: 0.0311545 | val_loss: 0.0311685 | Time: 2813.98 ms [2020-12-18 06:12:57 main:581] : INFO : Epoch 1918 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 2817.44 ms [2020-12-18 06:13:00 main:581] : INFO : Epoch 1919 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 2851.54 ms [2020-12-18 06:13:03 main:581] : INFO : Epoch 1920 | loss: 0.0311565 | val_loss: 0.031173 | Time: 2813.14 ms [2020-12-18 06:13:05 main:581] : INFO : Epoch 1921 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2817.31 ms [2020-12-18 06:13:08 main:581] : INFO : Epoch 1922 | loss: 0.031158 | val_loss: 0.0311671 | Time: 2813.22 ms [2020-12-18 06:13:11 main:581] : INFO : Epoch 1923 | loss: 0.031154 | val_loss: 0.0311669 | Time: 2806.79 ms [2020-12-18 06:13:14 main:581] : INFO : Epoch 1924 | loss: 0.0311533 | val_loss: 0.0311673 | Time: 2811.12 ms [2020-12-18 06:13:17 main:581] : INFO : Epoch 1925 | loss: 0.0311538 | val_loss: 0.0311705 | Time: 2819.49 ms [2020-12-18 06:13:19 main:581] : INFO : Epoch 1926 | loss: 0.0311526 | val_loss: 0.0311721 | Time: 2814.88 ms [2020-12-18 06:13:22 main:581] : INFO : Epoch 1927 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 2816.9 ms [2020-12-18 06:13:25 main:581] : INFO : Epoch 1928 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 2817.1 ms [2020-12-18 06:13:28 main:581] : INFO : Epoch 1929 | loss: 0.0311538 | val_loss: 0.0311695 | Time: 2819.22 ms [2020-12-18 06:13:31 main:581] : INFO : Epoch 1930 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 2817.99 ms [2020-12-18 06:13:34 main:581] : INFO : Epoch 1931 | loss: 0.031158 | val_loss: 0.0311674 | Time: 2811.91 ms [2020-12-18 06:13:36 main:581] : INFO : Epoch 1932 | loss: 0.0311548 | val_loss: 0.0311667 | Time: 2803.46 ms [2020-12-18 06:13:39 main:581] : INFO : Epoch 1933 | loss: 0.0311546 | val_loss: 0.031166 | Time: 2814.15 ms [2020-12-18 06:13:42 main:581] : INFO : Epoch 1934 | loss: 0.0311541 | val_loss: 0.0311641 | Time: 2808.79 ms [2020-12-18 06:13:45 main:581] : INFO : Epoch 1935 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 2811.14 ms [2020-12-18 06:13:48 main:581] : INFO : Epoch 1936 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 2806.45 ms [2020-12-18 06:13:50 main:581] : INFO : Epoch 1937 | loss: 0.0311566 | val_loss: 0.0311766 | Time: 2820.51 ms [2020-12-18 06:13:53 main:581] : INFO : Epoch 1938 | loss: 0.0311549 | val_loss: 0.0311633 | Time: 2821.13 ms [2020-12-18 06:13:56 main:581] : INFO : Epoch 1939 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 2816.49 ms [2020-12-18 06:13:59 main:581] : INFO : Epoch 1940 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 2836.78 ms [2020-12-18 06:14:02 main:581] : INFO : Epoch 1941 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 2843.32 ms [2020-12-18 06:14:05 main:581] : INFO : Epoch 1942 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 2821.54 ms [2020-12-18 06:14:07 main:581] : INFO : Epoch 1943 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 2816.01 ms [2020-12-18 06:14:10 main:581] : INFO : Epoch 1944 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 2813.8 ms [2020-12-18 06:14:13 main:581] : INFO : Epoch 1945 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 2810.54 ms [2020-12-18 06:14:16 main:581] : INFO : Epoch 1946 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 2814.33 ms [2020-12-18 06:14:19 main:581] : INFO : Epoch 1947 | loss: 0.0311581 | val_loss: 0.0311773 | Time: 2816.09 ms [2020-12-18 06:14:21 main:581] : INFO : Epoch 1948 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 2816.83 ms [2020-12-18 06:14:24 main:581] : INFO : Epoch 1949 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 2814.04 ms [2020-12-18 06:14:27 main:581] : INFO : Epoch 1950 | loss: 0.0311522 | val_loss: 0.0311665 | Time: 2816.57 ms [2020-12-18 06:14:30 main:581] : INFO : Epoch 1951 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 2839.21 ms [2020-12-18 06:14:33 main:581] : INFO : Epoch 1952 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 2819.35 ms [2020-12-18 06:14:36 main:581] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.0311778 | Time: 2811.36 ms [2020-12-18 06:14:38 main:581] : INFO : Epoch 1954 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 2814.12 ms [2020-12-18 06:14:41 main:581] : INFO : Epoch 1955 | loss: 0.0311522 | val_loss: 0.0311625 | Time: 2812.27 ms [2020-12-18 06:14:44 main:581] : INFO : Epoch 1956 | loss: 0.0311487 | val_loss: 0.0311671 | Time: 2819.46 ms [2020-12-18 06:14:47 main:581] : INFO : Epoch 1957 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 2809.97 ms [2020-12-18 06:14:50 main:581] : INFO : Epoch 1958 | loss: 0.03115 | val_loss: 0.0311662 | Time: 2810.22 ms [2020-12-18 06:14:52 main:581] : INFO : Epoch 1959 | loss: 0.0311502 | val_loss: 0.0311722 | Time: 2802.4 ms [2020-12-18 06:14:55 main:581] : INFO : Epoch 1960 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 2810.33 ms [2020-12-18 06:14:58 main:581] : INFO : Epoch 1961 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 2841.5 ms [2020-12-18 06:15:01 main:581] : INFO : Epoch 1962 | loss: 0.0311549 | val_loss: 0.0311639 | Time: 2832.44 ms [2020-12-18 06:15:04 main:581] : INFO : Epoch 1963 | loss: 0.0311539 | val_loss: 0.0311689 | Time: 2820.72 ms [2020-12-18 06:15:07 main:581] : INFO : Epoch 1964 | loss: 0.031152 | val_loss: 0.0311703 | Time: 2811.31 ms [2020-12-18 06:15:09 main:581] : INFO : Epoch 1965 | loss: 0.0311582 | val_loss: 0.0311782 | Time: 2812.93 ms [2020-12-18 06:15:12 main:581] : INFO : Epoch 1966 | loss: 0.0311527 | val_loss: 0.0311715 | Time: 2812.45 ms [2020-12-18 06:15:15 main:581] : INFO : Epoch 1967 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 2812 ms [2020-12-18 06:15:18 main:581] : INFO : Epoch 1968 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 2810.45 ms [2020-12-18 06:15:21 main:581] : INFO : Epoch 1969 | loss: 0.031153 | val_loss: 0.0311647 | Time: 2812.7 ms [2020-12-18 06:15:23 main:581] : INFO : Epoch 1970 | loss: 0.031149 | val_loss: 0.031166 | Time: 2813.86 ms [2020-12-18 06:15:26 main:581] : INFO : Epoch 1971 | loss: 0.031149 | val_loss: 0.0311656 | Time: 2810.66 ms [2020-12-18 06:15:29 main:581] : INFO : Epoch 1972 | loss: 0.0311481 | val_loss: 0.031165 | Time: 2835.54 ms [2020-12-18 06:15:32 main:581] : INFO : Epoch 1973 | loss: 0.0311476 | val_loss: 0.0311643 | Time: 2814.11 ms [2020-12-18 06:15:35 main:581] : INFO : Epoch 1974 | loss: 0.0311506 | val_loss: 0.0311721 | Time: 2810.72 ms [2020-12-18 06:15:38 main:581] : INFO : Epoch 1975 | loss: 0.0311478 | val_loss: 0.0311669 | Time: 2817.92 ms [2020-12-18 06:15:40 main:581] : INFO : Epoch 1976 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 2815.88 ms [2020-12-18 06:15:43 main:581] : INFO : Epoch 1977 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 2820.49 ms [2020-12-18 06:15:46 main:581] : INFO : Epoch 1978 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 2817.68 ms [2020-12-18 06:15:49 main:581] : INFO : Epoch 1979 | loss: 0.0311521 | val_loss: 0.0311627 | Time: 2805.67 ms [2020-12-18 06:15:52 main:581] : INFO : Epoch 1980 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 2851.24 ms [2020-12-18 06:15:54 main:581] : INFO : Epoch 1981 | loss: 0.0311515 | val_loss: 0.0311672 | Time: 2802.88 ms [2020-12-18 06:15:57 main:581] : INFO : Epoch 1982 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 2813.95 ms [2020-12-18 06:16:00 main:581] : INFO : Epoch 1983 | loss: 0.0311474 | val_loss: 0.0311664 | Time: 2811.81 ms [2020-12-18 06:16:03 main:581] : INFO : Epoch 1984 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 2807.87 ms [2020-12-18 06:16:06 main:581] : INFO : Epoch 1985 | loss: 0.0311559 | val_loss: 0.0311935 | Time: 2811.64 ms [2020-12-18 06:16:09 main:581] : INFO : Epoch 1986 | loss: 0.031154 | val_loss: 0.0311673 | Time: 2816.65 ms [2020-12-18 06:16:11 main:581] : INFO : Epoch 1987 | loss: 0.031149 | val_loss: 0.0311636 | Time: 2814.49 ms [2020-12-18 06:16:14 main:581] : INFO : Epoch 1988 | loss: 0.0311514 | val_loss: 0.0311703 | Time: 2813.81 ms [2020-12-18 06:16:17 main:581] : INFO : Epoch 1989 | loss: 0.0311539 | val_loss: 0.0311679 | Time: 2820.77 ms [2020-12-18 06:16:20 main:581] : INFO : Epoch 1990 | loss: 0.03115 | val_loss: 0.0311678 | Time: 2810.22 ms [2020-12-18 06:16:23 main:581] : INFO : Epoch 1991 | loss: 0.0311473 | val_loss: 0.0311978 | Time: 2819.64 ms [2020-12-18 06:16:25 main:581] : INFO : Epoch 1992 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 2814.44 ms [2020-12-18 06:16:28 main:581] : INFO : Epoch 1993 | loss: 0.0311508 | val_loss: 0.0311625 | Time: 2810.78 ms [2020-12-18 06:16:31 main:581] : INFO : Epoch 1994 | loss: 0.0311574 | val_loss: 0.0311709 | Time: 2799.32 ms [2020-12-18 06:16:34 main:581] : INFO : Epoch 1995 | loss: 0.0311474 | val_loss: 0.0311624 | Time: 2822.19 ms [2020-12-18 06:16:37 main:581] : INFO : Epoch 1996 | loss: 0.0311467 | val_loss: 0.0311631 | Time: 2811.73 ms [2020-12-18 06:16:39 main:581] : INFO : Epoch 1997 | loss: 0.0311481 | val_loss: 0.031163 | Time: 2821.16 ms [2020-12-18 06:16:42 main:581] : INFO : Epoch 1998 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 2819.02 ms [2020-12-18 06:16:45 main:581] : INFO : Epoch 1999 | loss: 0.0311476 | val_loss: 0.0311627 | Time: 2819.4 ms [2020-12-18 06:16:48 main:581] : INFO : Epoch 2000 | loss: 0.03115 | val_loss: 0.0311658 | Time: 2817.76 ms [2020-12-18 06:16:51 main:581] : INFO : Epoch 2001 | loss: 0.0311509 | val_loss: 0.0311654 | Time: 2809.84 ms [2020-12-18 06:16:54 main:581] : INFO : Epoch 2002 | loss: 0.0311463 | val_loss: 0.0311629 | Time: 2811.87 ms [2020-12-18 06:16:56 main:581] : INFO : Epoch 2003 | loss: 0.0311465 | val_loss: 0.0311617 | Time: 2821.27 ms [2020-12-18 06:16:59 main:581] : INFO : Epoch 2004 | loss: 0.0311477 | val_loss: 0.0311625 | Time: 2815.07 ms [2020-12-18 06:17:02 main:581] : INFO : Epoch 2005 | loss: 0.0311467 | val_loss: 0.0311632 | Time: 2811.73 ms [2020-12-18 06:17:05 main:581] : INFO : Epoch 2006 | loss: 0.0311471 | val_loss: 0.0311664 | Time: 2810.48 ms [2020-12-18 06:17:08 main:581] : INFO : Epoch 2007 | loss: 0.0311451 | val_loss: 0.0311621 | Time: 2805.91 ms [2020-12-18 06:17:10 main:581] : INFO : Epoch 2008 | loss: 0.0311443 | val_loss: 0.0311707 | Time: 2811.57 ms [2020-12-18 06:17:13 main:581] : INFO : Epoch 2009 | loss: 0.031149 | val_loss: 0.0311698 | Time: 2810.67 ms [2020-12-18 06:17:16 main:581] : INFO : Epoch 2010 | loss: 0.0311539 | val_loss: 0.0311742 | Time: 2813.07 ms [2020-12-18 06:17:19 main:581] : INFO : Epoch 2011 | loss: 0.0311559 | val_loss: 0.0311626 | Time: 2809.79 ms [2020-12-18 06:17:22 main:581] : INFO : Epoch 2012 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 2808.89 ms [2020-12-18 06:17:25 main:581] : INFO : Epoch 2013 | loss: 0.031145 | val_loss: 0.0311676 | Time: 2812.62 ms [2020-12-18 06:17:27 main:581] : INFO : Epoch 2014 | loss: 0.0311436 | val_loss: 0.0311604 | Time: 2808.91 ms [2020-12-18 06:17:30 main:581] : INFO : Epoch 2015 | loss: 0.0311443 | val_loss: 0.0311628 | Time: 2809.15 ms [2020-12-18 06:17:33 main:581] : INFO : Epoch 2016 | loss: 0.0311453 | val_loss: 0.0311646 | Time: 2810.52 ms [2020-12-18 06:17:36 main:581] : INFO : Epoch 2017 | loss: 0.0311465 | val_loss: 0.031163 | Time: 2807.96 ms [2020-12-18 06:17:39 main:581] : INFO : Epoch 2018 | loss: 0.0311469 | val_loss: 0.0311739 | Time: 2811.38 ms [2020-12-18 06:17:41 main:581] : INFO : Epoch 2019 | loss: 0.0311482 | val_loss: 0.0311691 | Time: 2810.13 ms [2020-12-18 06:17:44 main:581] : INFO : Epoch 2020 | loss: 0.0311491 | val_loss: 0.0311663 | Time: 2808.93 ms [2020-12-18 06:17:47 main:581] : INFO : Epoch 2021 | loss: 0.0311479 | val_loss: 0.031169 | Time: 2815.08 ms [2020-12-18 06:17:50 main:581] : INFO : Epoch 2022 | loss: 0.0311471 | val_loss: 0.0311641 | Time: 2813.82 ms [2020-12-18 06:17:53 main:581] : INFO : Epoch 2023 | loss: 0.0311463 | val_loss: 0.0311599 | Time: 2822.62 ms [2020-12-18 06:17:55 main:581] : INFO : Epoch 2024 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 2816.59 ms [2020-12-18 06:17:58 main:581] : INFO : Epoch 2025 | loss: 0.0311545 | val_loss: 0.0311732 | Time: 2814.45 ms [2020-12-18 06:18:01 main:581] : INFO : Epoch 2026 | loss: 0.0311441 | val_loss: 0.0311619 | Time: 2824.08 ms [2020-12-18 06:18:04 main:581] : INFO : Epoch 2027 | loss: 0.0311445 | val_loss: 0.0311646 | Time: 2816.11 ms [2020-12-18 06:18:07 main:581] : INFO : Epoch 2028 | loss: 0.0311472 | val_loss: 0.0311647 | Time: 2815.93 ms [2020-12-18 06:18:10 main:581] : INFO : Epoch 2029 | loss: 0.0311467 | val_loss: 0.0311634 | Time: 2807.59 ms [2020-12-18 06:18:12 main:581] : INFO : Epoch 2030 | loss: 0.0311459 | val_loss: 0.0311587 | Time: 2815.95 ms [2020-12-18 06:18:15 main:581] : INFO : Epoch 2031 | loss: 0.031148 | val_loss: 0.0311614 | Time: 2822.13 ms [2020-12-18 06:18:18 main:581] : INFO : Epoch 2032 | loss: 0.0311425 | val_loss: 0.0311599 | Time: 2818.09 ms [2020-12-18 06:18:21 main:581] : INFO : Epoch 2033 | loss: 0.0311418 | val_loss: 0.0311651 | Time: 2815.45 ms [2020-12-18 06:18:24 main:581] : INFO : Epoch 2034 | loss: 0.0311455 | val_loss: 0.0311607 | Time: 2818.28 ms [2020-12-18 06:18:26 main:581] : INFO : Epoch 2035 | loss: 0.0311418 | val_loss: 0.0311821 | Time: 2811.56 ms [2020-12-18 06:18:29 main:581] : INFO : Epoch 2036 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 2807.25 ms [2020-12-18 06:18:32 main:581] : INFO : Epoch 2037 | loss: 0.0311407 | val_loss: 0.0311588 | Time: 2819.39 ms [2020-12-18 06:18:35 main:581] : INFO : Epoch 2038 | loss: 0.0311423 | val_loss: 0.0311643 | Time: 2820.37 ms [2020-12-18 06:18:38 main:581] : INFO : Epoch 2039 | loss: 0.0311443 | val_loss: 0.0311609 | Time: 2819.94 ms [2020-12-18 06:18:41 main:581] : INFO : Epoch 2040 | loss: 0.0311501 | val_loss: 0.0311671 | Time: 2820.78 ms [2020-12-18 06:18:43 main:581] : INFO : Epoch 2041 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 2816.93 ms [2020-12-18 06:18:46 main:581] : INFO : Epoch 2042 | loss: 0.0311453 | val_loss: 0.0311613 | Time: 2820.79 ms [2020-12-18 06:18:49 main:581] : INFO : Epoch 2043 | loss: 0.0311426 | val_loss: 0.0311613 | Time: 2819.99 ms [2020-12-18 06:18:52 main:581] : INFO : Epoch 2044 | loss: 0.0311418 | val_loss: 0.0311616 | Time: 2817.26 ms [2020-12-18 06:18:55 main:581] : INFO : Epoch 2045 | loss: 0.0311416 | val_loss: 0.0311716 | Time: 2815.31 ms [2020-12-18 06:18:57 main:581] : INFO : Epoch 2046 | loss: 0.0311427 | val_loss: 0.0311728 | Time: 2813 ms [2020-12-18 06:19:00 main:581] : INFO : Epoch 2047 | loss: 0.0311439 | val_loss: 0.031187 | Time: 2819.79 ms [2020-12-18 06:19:03 main:581] : INFO : Epoch 2048 | loss: 0.0311486 | val_loss: 0.0311613 | Time: 2825.55 ms [2020-12-18 06:19:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311613 [2020-12-18 06:19:03 main:610] : INFO : Saving end state to config to file [2020-12-18 06:19:03 main:615] : INFO : Success, exiting.. 06:19:03 (1882335): 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)