Task 4268866
| Name | ParityMachine-1612383797-7435-3_1 |
| Workunit | 2248999 |
| Created | 2 Mar 2021, 18:39:28 UTC |
| Sent | 2 Mar 2021, 21:23:05 UTC |
| Report deadline | 9 Mar 2021, 21:23:05 UTC |
| Received | 2 Mar 2021, 23:12:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 46 min 41 sec |
| CPU time | 1 hours 44 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -02 23:45:39 main:574] : INFO : Epoch 1542 | loss: 0.0310986 | val_loss: 0.031135 | Time: 3084.13 ms [2021-03-02 23:45:42 main:574] : INFO : Epoch 1543 | loss: 0.0310967 | val_loss: 0.0311407 | Time: 3093.71 ms [2021-03-02 23:45:45 main:574] : INFO : Epoch 1544 | loss: 0.0311 | val_loss: 0.0311277 | Time: 3120.83 ms [2021-03-02 23:45:48 main:574] : INFO : Epoch 1545 | loss: 0.0311007 | val_loss: 0.0311364 | Time: 3098.47 ms [2021-03-02 23:45:51 main:574] : INFO : Epoch 1546 | loss: 0.0311007 | val_loss: 0.0311351 | Time: 3117.61 ms [2021-03-02 23:45:54 main:574] : INFO : Epoch 1547 | loss: 0.0310976 | val_loss: 0.0311277 | Time: 3086.5 ms [2021-03-02 23:45:57 main:574] : INFO : Epoch 1548 | loss: 0.0310968 | val_loss: 0.0311294 | Time: 3107.44 ms [2021-03-02 23:46:01 main:574] : INFO : Epoch 1549 | loss: 0.0310963 | val_loss: 0.0311333 | Time: 3128.57 ms [2021-03-02 23:46:04 main:574] : INFO : Epoch 1550 | loss: 0.0310946 | val_loss: 0.0311315 | Time: 3126.92 ms [2021-03-02 23:46:07 main:574] : INFO : Epoch 1551 | loss: 0.0310969 | val_loss: 0.0311339 | Time: 3104.84 ms [2021-03-02 23:46:10 main:574] : INFO : Epoch 1552 | loss: 0.031096 | val_loss: 0.0311285 | Time: 3112.18 ms [2021-03-02 23:46:13 main:574] : INFO : Epoch 1553 | loss: 0.031095 | val_loss: 0.031126 | Time: 3077.9 ms [2021-03-02 23:46:16 main:574] : INFO : Epoch 1554 | loss: 0.0310975 | val_loss: 0.0311318 | Time: 3114.19 ms [2021-03-02 23:46:19 main:574] : INFO : Epoch 1555 | loss: 0.0310952 | val_loss: 0.0311266 | Time: 3104.57 ms [2021-03-02 23:46:23 main:574] : INFO : Epoch 1556 | loss: 0.0310957 | val_loss: 0.0311286 | Time: 3105.07 ms [2021-03-02 23:46:26 main:574] : INFO : Epoch 1557 | loss: 0.0310935 | val_loss: 0.031127 | Time: 3102.68 ms [2021-03-02 23:46:29 main:574] : INFO : Epoch 1558 | loss: 0.0310953 | val_loss: 0.0311282 | Time: 3112.24 ms [2021-03-02 23:46:32 main:574] : INFO : Epoch 1559 | loss: 0.0310984 | val_loss: 0.0311299 | Time: 3077.72 ms [2021-03-02 23:46:35 main:574] : INFO : Epoch 1560 | loss: 0.0310971 | val_loss: 0.0311318 | Time: 3094 ms [2021-03-02 23:46:38 main:574] : INFO : Epoch 1561 | loss: 0.0310949 | val_loss: 0.0311284 | Time: 3095.07 ms [2021-03-02 23:46:41 main:574] : INFO : Epoch 1562 | loss: 0.0310963 | val_loss: 0.0311269 | Time: 3083.58 ms [2021-03-02 23:46:44 main:574] : INFO : Epoch 1563 | loss: 0.0310968 | val_loss: 0.0311328 | Time: 3113.65 ms [2021-03-02 23:46:48 main:574] : INFO : Epoch 1564 | loss: 0.0311018 | val_loss: 0.0311345 | Time: 3095.2 ms [2021-03-02 23:46:51 main:574] : INFO : Epoch 1565 | loss: 0.0311025 | val_loss: 0.0311259 | Time: 3112.49 ms [2021-03-02 23:46:54 main:574] : INFO : Epoch 1566 | loss: 0.031102 | val_loss: 0.0311281 | Time: 3090.91 ms [2021-03-02 23:46:57 main:574] : INFO : Epoch 1567 | loss: 0.0311044 | val_loss: 0.0311321 | Time: 3094.56 ms [2021-03-02 23:47:00 main:574] : INFO : Epoch 1568 | loss: 0.0311119 | val_loss: 0.0311346 | Time: 3102.85 ms [2021-03-02 23:47:03 main:574] : INFO : Epoch 1569 | loss: 0.0311231 | val_loss: 0.0311465 | Time: 3092.64 ms [2021-03-02 23:47:06 main:574] : INFO : Epoch 1570 | loss: 0.0311165 | val_loss: 0.0311297 | Time: 3101.56 ms [2021-03-02 23:47:10 main:574] : INFO : Epoch 1571 | loss: 0.0311186 | val_loss: 0.0311583 | Time: 3124.73 ms [2021-03-02 23:47:13 main:574] : INFO : Epoch 1572 | loss: 0.0317111 | val_loss: 0.0432896 | Time: 3099.41 ms [2021-03-02 23:47:16 main:574] : INFO : Epoch 1573 | loss: 0.0400406 | val_loss: 0.0326946 | Time: 3099.6 ms [2021-03-02 23:47:19 main:574] : INFO : Epoch 1574 | loss: 0.0331776 | val_loss: 0.0319655 | Time: 3094.43 ms [2021-03-02 23:47:22 main:574] : INFO : Epoch 1575 | loss: 0.0315737 | val_loss: 0.0314001 | Time: 3092.15 ms [2021-03-02 23:47:25 main:574] : INFO : Epoch 1576 | loss: 0.0312692 | val_loss: 0.0312388 | Time: 3092.91 ms [2021-03-02 23:47:28 main:574] : INFO : Epoch 1577 | loss: 0.0312074 | val_loss: 0.0312018 | Time: 3106.67 ms [2021-03-02 23:47:31 main:574] : INFO : Epoch 1578 | loss: 0.0311913 | val_loss: 0.031194 | Time: 3083.86 ms [2021-03-02 23:47:35 main:574] : INFO : Epoch 1579 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 3096.29 ms [2021-03-02 23:47:38 main:574] : INFO : Epoch 1580 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 3066.16 ms [2021-03-02 23:47:41 main:574] : INFO : Epoch 1581 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 3110.13 ms [2021-03-02 23:47:44 main:574] : INFO : Epoch 1582 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 3087.97 ms [2021-03-02 23:47:47 main:574] : INFO : Epoch 1583 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 3099.51 ms [2021-03-02 23:47:50 main:574] : INFO : Epoch 1584 | loss: 0.0311788 | val_loss: 0.0311808 | Time: 3125.2 ms [2021-03-02 23:47:53 main:574] : INFO : Epoch 1585 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 3096.72 ms [2021-03-02 23:47:56 main:574] : INFO : Epoch 1586 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 3108.05 ms [2021-03-02 23:48:00 main:574] : INFO : Epoch 1587 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 3093.61 ms [2021-03-02 23:48:03 main:574] : INFO : Epoch 1588 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 3090.08 ms [2021-03-02 23:48:06 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.0311794 | Time: 3118.74 ms [2021-03-02 23:48:09 main:574] : INFO : Epoch 1590 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 3101.47 ms [2021-03-02 23:48:12 main:574] : INFO : Epoch 1591 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 3110.53 ms [2021-03-02 23:48:15 main:574] : INFO : Epoch 1592 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 3111.8 ms [2021-03-02 23:48:18 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 3106.96 ms [2021-03-02 23:48:22 main:574] : INFO : Epoch 1594 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 3088.54 ms [2021-03-02 23:48:25 main:574] : INFO : Epoch 1595 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 3103.92 ms [2021-03-02 23:48:28 main:574] : INFO : Epoch 1596 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 3098.2 ms [2021-03-02 23:48:31 main:574] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.031176 | Time: 3131.07 ms [2021-03-02 23:48:34 main:574] : INFO : Epoch 1598 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 3125.52 ms [2021-03-02 23:48:37 main:574] : INFO : Epoch 1599 | loss: 0.031169 | val_loss: 0.0311738 | Time: 3099.94 ms [2021-03-02 23:48:40 main:574] : INFO : Epoch 1600 | loss: 0.0311681 | val_loss: 0.031174 | Time: 3121.8 ms [2021-03-02 23:48:43 main:574] : INFO : Epoch 1601 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 3093.67 ms [2021-03-02 23:48:47 main:574] : INFO : Epoch 1602 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 3107.38 ms [2021-03-02 23:48:50 main:574] : INFO : Epoch 1603 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 3091.28 ms [2021-03-02 23:48:53 main:574] : INFO : Epoch 1604 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 3096.27 ms [2021-03-02 23:48:56 main:574] : INFO : Epoch 1605 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 3109.71 ms [2021-03-02 23:48:59 main:574] : INFO : Epoch 1606 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 3120.41 ms [2021-03-02 23:49:02 main:574] : INFO : Epoch 1607 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 3103.57 ms [2021-03-02 23:49:05 main:574] : INFO : Epoch 1608 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 3116.47 ms [2021-03-02 23:49:08 main:574] : INFO : Epoch 1609 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 3073.66 ms [2021-03-02 23:49:12 main:574] : INFO : Epoch 1610 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 3108.59 ms [2021-03-02 23:49:15 main:574] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311708 | Time: 3104.4 ms [2021-03-02 23:49:18 main:574] : INFO : Epoch 1612 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 3099.72 ms [2021-03-02 23:49:21 main:574] : INFO : Epoch 1613 | loss: 0.031158 | val_loss: 0.0311687 | Time: 3083.51 ms [2021-03-02 23:49:24 main:574] : INFO : Epoch 1614 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 3094.93 ms [2021-03-02 23:49:27 main:574] : INFO : Epoch 1615 | loss: 0.0311572 | val_loss: 0.031168 | Time: 3079.69 ms [2021-03-02 23:49:30 main:574] : INFO : Epoch 1616 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 3114.58 ms [2021-03-02 23:49:33 main:574] : INFO : Epoch 1617 | loss: 0.0311561 | val_loss: 0.0311666 | Time: 3095.74 ms [2021-03-02 23:49:37 main:574] : INFO : Epoch 1618 | loss: 0.031155 | val_loss: 0.0311649 | Time: 3114.71 ms [2021-03-02 23:49:40 main:574] : INFO : Epoch 1619 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 3088.38 ms [2021-03-02 23:49:43 main:574] : INFO : Epoch 1620 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 3132.68 ms [2021-03-02 23:49:46 main:574] : INFO : Epoch 1621 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 3109.3 ms [2021-03-02 23:49:49 main:574] : INFO : Epoch 1622 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 3084.91 ms [2021-03-02 23:49:52 main:574] : INFO : Epoch 1623 | loss: 0.0311503 | val_loss: 0.0311624 | Time: 3101.82 ms [2021-03-02 23:49:55 main:574] : INFO : Epoch 1624 | loss: 0.0311499 | val_loss: 0.0311602 | Time: 3106.34 ms [2021-03-02 23:49:59 main:574] : INFO : Epoch 1625 | loss: 0.0311484 | val_loss: 0.0311587 | Time: 3116.21 ms [2021-03-02 23:50:02 main:574] : INFO : Epoch 1626 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 3112.67 ms [2021-03-02 23:50:05 main:574] : INFO : Epoch 1627 | loss: 0.0311468 | val_loss: 0.0311579 | Time: 3107.11 ms [2021-03-02 23:50:08 main:574] : INFO : Epoch 1628 | loss: 0.0311463 | val_loss: 0.0311596 | Time: 3088.83 ms [2021-03-02 23:50:11 main:574] : INFO : Epoch 1629 | loss: 0.0311458 | val_loss: 0.0311601 | Time: 3074.3 ms [2021-03-02 23:50:14 main:574] : INFO : Epoch 1630 | loss: 0.0311461 | val_loss: 0.031158 | Time: 3098.66 ms [2021-03-02 23:50:17 main:574] : INFO : Epoch 1631 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 3108.2 ms [2021-03-02 23:50:20 main:574] : INFO : Epoch 1632 | loss: 0.031143 | val_loss: 0.0311562 | Time: 3099.23 ms [2021-03-02 23:50:24 main:574] : INFO : Epoch 1633 | loss: 0.0311412 | val_loss: 0.0311562 | Time: 3120.67 ms [2021-03-02 23:50:27 main:574] : INFO : Epoch 1634 | loss: 0.0311407 | val_loss: 0.0311546 | Time: 3127.29 ms [2021-03-02 23:50:30 main:574] : INFO : Epoch 1635 | loss: 0.0311408 | val_loss: 0.0311546 | Time: 3124.32 ms [2021-03-02 23:50:33 main:574] : INFO : Epoch 1636 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 3091.45 ms [2021-03-02 23:50:36 main:574] : INFO : Epoch 1637 | loss: 0.031145 | val_loss: 0.0311519 | Time: 3079.81 ms [2021-03-02 23:50:39 main:574] : INFO : Epoch 1638 | loss: 0.0311411 | val_loss: 0.0311527 | Time: 3084.73 ms [2021-03-02 23:50:42 main:574] : INFO : Epoch 1639 | loss: 0.0311399 | val_loss: 0.0311492 | Time: 3126.03 ms [2021-03-02 23:50:46 main:574] : INFO : Epoch 1640 | loss: 0.0311391 | val_loss: 0.0311477 | Time: 3098.14 ms [2021-03-02 23:50:49 main:574] : INFO : Epoch 1641 | loss: 0.0311379 | val_loss: 0.0311467 | Time: 3129.59 ms [2021-03-02 23:50:52 main:574] : INFO : Epoch 1642 | loss: 0.0311359 | val_loss: 0.0311485 | Time: 3109.53 ms [2021-03-02 23:50:55 main:574] : INFO : Epoch 1643 | loss: 0.0311333 | val_loss: 0.0311464 | Time: 3109.73 ms [2021-03-02 23:50:58 main:574] : INFO : Epoch 1644 | loss: 0.0311308 | val_loss: 0.0311433 | Time: 3098.31 ms [2021-03-02 23:51:01 main:574] : INFO : Epoch 1645 | loss: 0.0311302 | val_loss: 0.0311462 | Time: 3100.01 ms [2021-03-02 23:51:04 main:574] : INFO : Epoch 1646 | loss: 0.031132 | val_loss: 0.0311453 | Time: 3093.88 ms [2021-03-02 23:51:07 main:574] : INFO : Epoch 1647 | loss: 0.0311332 | val_loss: 0.0311453 | Time: 3095.34 ms [2021-03-02 23:51:11 main:574] : INFO : Epoch 1648 | loss: 0.0311372 | val_loss: 0.0311469 | Time: 3117.63 ms [2021-03-02 23:51:14 main:574] : INFO : Epoch 1649 | loss: 0.0311347 | val_loss: 0.031142 | Time: 3127.93 ms [2021-03-02 23:51:17 main:574] : INFO : Epoch 1650 | loss: 0.0311325 | val_loss: 0.0311395 | Time: 3100.21 ms [2021-03-02 23:51:20 main:574] : INFO : Epoch 1651 | loss: 0.0311306 | val_loss: 0.0311402 | Time: 3130.62 ms [2021-03-02 23:51:23 main:574] : INFO : Epoch 1652 | loss: 0.0311321 | val_loss: 0.0311432 | Time: 3153.46 ms [2021-03-02 23:51:26 main:574] : INFO : Epoch 1653 | loss: 0.0311344 | val_loss: 0.0311421 | Time: 3126.34 ms [2021-03-02 23:51:29 main:574] : INFO : Epoch 1654 | loss: 0.031133 | val_loss: 0.0311395 | Time: 3080.87 ms [2021-03-02 23:51:33 main:574] : INFO : Epoch 1655 | loss: 0.0311302 | val_loss: 0.0311381 | Time: 3088.9 ms [2021-03-02 23:51:36 main:574] : INFO : Epoch 1656 | loss: 0.0311294 | val_loss: 0.0311445 | Time: 3117.98 ms [2021-03-02 23:51:39 main:574] : INFO : Epoch 1657 | loss: 0.031129 | val_loss: 0.0311432 | Time: 3108.28 ms [2021-03-02 23:51:42 main:574] : INFO : Epoch 1658 | loss: 0.031126 | val_loss: 0.0311451 | Time: 3101.96 ms [2021-03-02 23:51:45 main:574] : INFO : Epoch 1659 | loss: 0.031125 | val_loss: 0.0311423 | Time: 3119.17 ms [2021-03-02 23:51:48 main:574] : INFO : Epoch 1660 | loss: 0.031123 | val_loss: 0.0311385 | Time: 3109.59 ms [2021-03-02 23:51:51 main:574] : INFO : Epoch 1661 | loss: 0.0311234 | val_loss: 0.031139 | Time: 3136.72 ms [2021-03-02 23:51:55 main:574] : INFO : Epoch 1662 | loss: 0.0311247 | val_loss: 0.0311398 | Time: 3129.98 ms [2021-03-02 23:51:58 main:574] : INFO : Epoch 1663 | loss: 0.0311224 | val_loss: 0.0311413 | Time: 3109.73 ms [2021-03-02 23:52:01 main:574] : INFO : Epoch 1664 | loss: 0.0311224 | val_loss: 0.0311416 | Time: 3109.07 ms [2021-03-02 23:52:04 main:574] : INFO : Epoch 1665 | loss: 0.0311223 | val_loss: 0.0311362 | Time: 3099.08 ms [2021-03-02 23:52:07 main:574] : INFO : Epoch 1666 | loss: 0.0311214 | val_loss: 0.0311368 | Time: 3121.98 ms [2021-03-02 23:52:10 main:574] : INFO : Epoch 1667 | loss: 0.0311222 | val_loss: 0.0311382 | Time: 3125.37 ms [2021-03-02 23:52:13 main:574] : INFO : Epoch 1668 | loss: 0.0311229 | val_loss: 0.0311413 | Time: 3112.06 ms [2021-03-02 23:52:17 main:574] : INFO : Epoch 1669 | loss: 0.0311218 | val_loss: 0.0311372 | Time: 3127.69 ms [2021-03-02 23:52:20 main:574] : INFO : Epoch 1670 | loss: 0.0311215 | val_loss: 0.0311328 | Time: 3126.41 ms [2021-03-02 23:52:23 main:574] : INFO : Epoch 1671 | loss: 0.0311206 | val_loss: 0.031134 | Time: 3118.19 ms [2021-03-02 23:52:26 main:574] : INFO : Epoch 1672 | loss: 0.0311256 | val_loss: 0.0311365 | Time: 3094.08 ms [2021-03-02 23:52:29 main:574] : INFO : Epoch 1673 | loss: 0.03113 | val_loss: 0.0311363 | Time: 3113.54 ms [2021-03-02 23:52:32 main:574] : INFO : Epoch 1674 | loss: 0.0311276 | val_loss: 0.0311376 | Time: 3127.75 ms [2021-03-02 23:52:35 main:574] : INFO : Epoch 1675 | loss: 0.0311254 | val_loss: 0.0311372 | Time: 3109.67 ms [2021-03-02 23:52:39 main:574] : INFO : Epoch 1676 | loss: 0.0311235 | val_loss: 0.0311361 | Time: 3095.95 ms [2021-03-02 23:52:42 main:574] : INFO : Epoch 1677 | loss: 0.0311224 | val_loss: 0.0311349 | Time: 3100.92 ms [2021-03-02 23:52:45 main:574] : INFO : Epoch 1678 | loss: 0.031124 | val_loss: 0.0311326 | Time: 3098.97 ms [2021-03-02 23:52:48 main:574] : INFO : Epoch 1679 | loss: 0.0311271 | val_loss: 0.0311297 | Time: 3112.16 ms [2021-03-02 23:52:51 main:574] : INFO : Epoch 1680 | loss: 0.0311291 | val_loss: 0.0311327 | Time: 3123.09 ms [2021-03-02 23:52:54 main:574] : INFO : Epoch 1681 | loss: 0.0311268 | val_loss: 0.0311371 | Time: 3099.87 ms [2021-03-02 23:52:57 main:574] : INFO : Epoch 1682 | loss: 0.0311234 | val_loss: 0.0311299 | Time: 3101.17 ms [2021-03-02 23:53:00 main:574] : INFO : Epoch 1683 | loss: 0.0311216 | val_loss: 0.0311287 | Time: 3123.61 ms [2021-03-02 23:53:04 main:574] : INFO : Epoch 1684 | loss: 0.031121 | val_loss: 0.0311307 | Time: 3106.02 ms [2021-03-02 23:53:07 main:574] : INFO : Epoch 1685 | loss: 0.0311204 | val_loss: 0.0311312 | Time: 3097.9 ms [2021-03-02 23:53:10 main:574] : INFO : Epoch 1686 | loss: 0.0311175 | val_loss: 0.0311287 | Time: 3094.09 ms [2021-03-02 23:53:13 main:574] : INFO : Epoch 1687 | loss: 0.0311164 | val_loss: 0.0311308 | Time: 3116.08 ms [2021-03-02 23:53:16 main:574] : INFO : Epoch 1688 | loss: 0.0311159 | val_loss: 0.0311304 | Time: 3103.64 ms [2021-03-02 23:53:19 main:574] : INFO : Epoch 1689 | loss: 0.0311187 | val_loss: 0.0311363 | Time: 3128.34 ms [2021-03-02 23:53:22 main:574] : INFO : Epoch 1690 | loss: 0.0311249 | val_loss: 0.0311344 | Time: 3122.4 ms [2021-03-02 23:53:26 main:574] : INFO : Epoch 1691 | loss: 0.0311238 | val_loss: 0.0311316 | Time: 3123.97 ms [2021-03-02 23:53:29 main:574] : INFO : Epoch 1692 | loss: 0.031123 | val_loss: 0.0311323 | Time: 3101.89 ms [2021-03-02 23:53:32 main:574] : INFO : Epoch 1693 | loss: 0.0311246 | val_loss: 0.0311346 | Time: 3123.6 ms [2021-03-02 23:53:35 main:574] : INFO : Epoch 1694 | loss: 0.0311227 | val_loss: 0.0311283 | Time: 3105.8 ms [2021-03-02 23:53:38 main:574] : INFO : Epoch 1695 | loss: 0.0311203 | val_loss: 0.031131 | Time: 3110.39 ms [2021-03-02 23:53:41 main:574] : INFO : Epoch 1696 | loss: 0.0311182 | val_loss: 0.0311247 | Time: 3110.08 ms [2021-03-02 23:53:44 main:574] : INFO : Epoch 1697 | loss: 0.0311155 | val_loss: 0.0311292 | Time: 3124.62 ms [2021-03-02 23:53:48 main:574] : INFO : Epoch 1698 | loss: 0.0311158 | val_loss: 0.0311264 | Time: 3150.99 ms [2021-03-02 23:53:51 main:574] : INFO : Epoch 1699 | loss: 0.0311121 | val_loss: 0.0311274 | Time: 3090.8 ms [2021-03-02 23:53:54 main:574] : INFO : Epoch 1700 | loss: 0.031111 | val_loss: 0.0311206 | Time: 3095.15 ms [2021-03-02 23:53:57 main:574] : INFO : Epoch 1701 | loss: 0.0311106 | val_loss: 0.031123 | Time: 3107.26 ms [2021-03-02 23:54:00 main:574] : INFO : Epoch 1702 | loss: 0.0311119 | val_loss: 0.0311212 | Time: 3114.58 ms [2021-03-02 23:54:03 main:574] : INFO : Epoch 1703 | loss: 0.0311182 | val_loss: 0.0311268 | Time: 3104.9 ms [2021-03-02 23:54:06 main:574] : INFO : Epoch 1704 | loss: 0.0311159 | val_loss: 0.0311264 | Time: 3107 ms [2021-03-02 23:54:10 main:574] : INFO : Epoch 1705 | loss: 0.0311153 | val_loss: 0.0311265 | Time: 3124.85 ms [2021-03-02 23:54:13 main:574] : INFO : Epoch 1706 | loss: 0.0311144 | val_loss: 0.0311299 | Time: 3114.06 ms [2021-03-02 23:54:16 main:574] : INFO : Epoch 1707 | loss: 0.0311163 | val_loss: 0.0311248 | Time: 3097.61 ms [2021-03-02 23:54:19 main:574] : INFO : Epoch 1708 | loss: 0.0311132 | val_loss: 0.031121 | Time: 3122.87 ms [2021-03-02 23:54:22 main:574] : INFO : Epoch 1709 | loss: 0.0311113 | val_loss: 0.0311204 | Time: 3097.86 ms [2021-03-02 23:54:25 main:574] : INFO : Epoch 1710 | loss: 0.0311121 | val_loss: 0.0311218 | Time: 3116.58 ms [2021-03-02 23:54:28 main:574] : INFO : Epoch 1711 | loss: 0.0311127 | val_loss: 0.0311249 | Time: 3090.47 ms [2021-03-02 23:54:31 main:574] : INFO : Epoch 1712 | loss: 0.0311108 | val_loss: 0.0311217 | Time: 3094.2 ms [2021-03-02 23:54:35 main:574] : INFO : Epoch 1713 | loss: 0.0311084 | val_loss: 0.0311247 | Time: 3098.25 ms [2021-03-02 23:54:38 main:574] : INFO : Epoch 1714 | loss: 0.0311072 | val_loss: 0.0311257 | Time: 3102.26 ms [2021-03-02 23:54:41 main:574] : INFO : Epoch 1715 | loss: 0.0311072 | val_loss: 0.0311246 | Time: 3120.19 ms [2021-03-02 23:54:44 main:574] : INFO : Epoch 1716 | loss: 0.0311071 | val_loss: 0.0311271 | Time: 3120.81 ms [2021-03-02 23:54:47 main:574] : INFO : Epoch 1717 | loss: 0.0311052 | val_loss: 0.0311277 | Time: 3116.45 ms [2021-03-02 23:54:50 main:574] : INFO : Epoch 1718 | loss: 0.0311056 | val_loss: 0.0311276 | Time: 3104.02 ms [2021-03-02 23:54:53 main:574] : INFO : Epoch 1719 | loss: 0.0311036 | val_loss: 0.0311295 | Time: 3099.82 ms [2021-03-02 23:54:57 main:574] : INFO : Epoch 1720 | loss: 0.0311046 | val_loss: 0.0311198 | Time: 3105.64 ms [2021-03-02 23:55:00 main:574] : INFO : Epoch 1721 | loss: 0.0311044 | val_loss: 0.0311179 | Time: 3099.16 ms [2021-03-02 23:55:03 main:574] : INFO : Epoch 1722 | loss: 0.031104 | val_loss: 0.0311218 | Time: 3099.99 ms [2021-03-02 23:55:06 main:574] : INFO : Epoch 1723 | loss: 0.0311045 | val_loss: 0.0311187 | Time: 3098.15 ms [2021-03-02 23:55:09 main:574] : INFO : Epoch 1724 | loss: 0.0311067 | val_loss: 0.0311212 | Time: 3115.09 ms [2021-03-02 23:55:12 main:574] : INFO : Epoch 1725 | loss: 0.0311049 | val_loss: 0.0311205 | Time: 3111.56 ms [2021-03-02 23:55:15 main:574] : INFO : Epoch 1726 | loss: 0.0311027 | val_loss: 0.0311224 | Time: 3113.56 ms [2021-03-02 23:55:18 main:574] : INFO : Epoch 1727 | loss: 0.0311021 | val_loss: 0.0311272 | Time: 3103.17 ms [2021-03-02 23:55:22 main:574] : INFO : Epoch 1728 | loss: 0.0311032 | val_loss: 0.0311218 | Time: 3114.85 ms [2021-03-02 23:55:25 main:574] : INFO : Epoch 1729 | loss: 0.0311052 | val_loss: 0.0311257 | Time: 3132.48 ms [2021-03-02 23:55:28 main:574] : INFO : Epoch 1730 | loss: 0.0311044 | val_loss: 0.0311292 | Time: 3113.11 ms [2021-03-02 23:55:31 main:574] : INFO : Epoch 1731 | loss: 0.0311116 | val_loss: 0.0311233 | Time: 3113.77 ms [2021-03-02 23:55:34 main:574] : INFO : Epoch 1732 | loss: 0.0311103 | val_loss: 0.0311231 | Time: 3104.26 ms [2021-03-02 23:55:37 main:574] : INFO : Epoch 1733 | loss: 0.0311051 | val_loss: 0.0311188 | Time: 3125.43 ms [2021-03-02 23:55:40 main:574] : INFO : Epoch 1734 | loss: 0.0311046 | val_loss: 0.0311209 | Time: 3103.73 ms [2021-03-02 23:55:44 main:574] : INFO : Epoch 1735 | loss: 0.0311054 | val_loss: 0.0311202 | Time: 3078.19 ms [2021-03-02 23:55:47 main:574] : INFO : Epoch 1736 | loss: 0.0311038 | val_loss: 0.0311207 | Time: 3111.01 ms [2021-03-02 23:55:50 main:574] : INFO : Epoch 1737 | loss: 0.031102 | val_loss: 0.0311253 | Time: 3107.2 ms [2021-03-02 23:55:53 main:574] : INFO : Epoch 1738 | loss: 0.0311026 | val_loss: 0.0311239 | Time: 3087.76 ms [2021-03-02 23:55:56 main:574] : INFO : Epoch 1739 | loss: 0.0311001 | val_loss: 0.0311222 | Time: 3116.8 ms [2021-03-02 23:55:59 main:574] : INFO : Epoch 1740 | loss: 0.0311002 | val_loss: 0.0311188 | Time: 3133.22 ms [2021-03-02 23:56:02 main:574] : INFO : Epoch 1741 | loss: 0.0310991 | val_loss: 0.0311203 | Time: 3081.56 ms [2021-03-02 23:56:06 main:574] : INFO : Epoch 1742 | loss: 0.0310995 | val_loss: 0.0311185 | Time: 3081.38 ms [2021-03-02 23:56:09 main:574] : INFO : Epoch 1743 | loss: 0.0310986 | val_loss: 0.0311209 | Time: 3090.84 ms [2021-03-02 23:56:12 main:574] : INFO : Epoch 1744 | loss: 0.0310995 | val_loss: 0.0311189 | Time: 3171.34 ms [2021-03-02 23:56:15 main:574] : INFO : Epoch 1745 | loss: 0.0310993 | val_loss: 0.0311204 | Time: 3123.68 ms [2021-03-02 23:56:18 main:574] : INFO : Epoch 1746 | loss: 0.0310987 | val_loss: 0.0311206 | Time: 3104.96 ms [2021-03-02 23:56:21 main:574] : INFO : Epoch 1747 | loss: 0.0311013 | val_loss: 0.0311217 | Time: 3104.21 ms [2021-03-02 23:56:24 main:574] : INFO : Epoch 1748 | loss: 0.0311003 | val_loss: 0.0311195 | Time: 3097.59 ms [2021-03-02 23:56:27 main:574] : INFO : Epoch 1749 | loss: 0.0310988 | val_loss: 0.0311206 | Time: 3104.03 ms [2021-03-02 23:56:31 main:574] : INFO : Epoch 1750 | loss: 0.031098 | val_loss: 0.031117 | Time: 3091.86 ms [2021-03-02 23:56:34 main:574] : INFO : Epoch 1751 | loss: 0.0311036 | val_loss: 0.0311218 | Time: 3101.97 ms [2021-03-02 23:56:37 main:574] : INFO : Epoch 1752 | loss: 0.0311049 | val_loss: 0.0311223 | Time: 3116.17 ms [2021-03-02 23:56:40 main:574] : INFO : Epoch 1753 | loss: 0.0311057 | val_loss: 0.0311178 | Time: 3120.2 ms [2021-03-02 23:56:43 main:574] : INFO : Epoch 1754 | loss: 0.0311042 | val_loss: 0.0311166 | Time: 3119.27 ms [2021-03-02 23:56:46 main:574] : INFO : Epoch 1755 | loss: 0.0311009 | val_loss: 0.0311194 | Time: 3131.8 ms [2021-03-02 23:56:49 main:574] : INFO : Epoch 1756 | loss: 0.0311014 | val_loss: 0.0311181 | Time: 3104.47 ms [2021-03-02 23:56:53 main:574] : INFO : Epoch 1757 | loss: 0.0311044 | val_loss: 0.0311221 | Time: 3112.21 ms [2021-03-02 23:56:56 main:574] : INFO : Epoch 1758 | loss: 0.0311018 | val_loss: 0.0311214 | Time: 3114.13 ms [2021-03-02 23:56:59 main:574] : INFO : Epoch 1759 | loss: 0.0311025 | val_loss: 0.0311211 | Time: 3108.15 ms [2021-03-02 23:57:02 main:574] : INFO : Epoch 1760 | loss: 0.0311006 | val_loss: 0.0311205 | Time: 3134.75 ms [2021-03-02 23:57:05 main:574] : INFO : Epoch 1761 | loss: 0.0311019 | val_loss: 0.0311188 | Time: 3128.93 ms [2021-03-02 23:57:08 main:574] : INFO : Epoch 1762 | loss: 0.0310994 | val_loss: 0.031119 | Time: 3080.45 ms [2021-03-02 23:57:11 main:574] : INFO : Epoch 1763 | loss: 0.0310985 | val_loss: 0.0311213 | Time: 3132.81 ms [2021-03-02 23:57:15 main:574] : INFO : Epoch 1764 | loss: 0.0310995 | val_loss: 0.0311194 | Time: 3101.16 ms [2021-03-02 23:57:18 main:574] : INFO : Epoch 1765 | loss: 0.0310982 | val_loss: 0.0311197 | Time: 3110.86 ms [2021-03-02 23:57:21 main:574] : INFO : Epoch 1766 | loss: 0.0310978 | val_loss: 0.0311173 | Time: 3101.63 ms [2021-03-02 23:57:24 main:574] : INFO : Epoch 1767 | loss: 0.0310997 | val_loss: 0.0311254 | Time: 3130.49 ms [2021-03-02 23:57:27 main:574] : INFO : Epoch 1768 | loss: 0.0310983 | val_loss: 0.0311223 | Time: 3086.6 ms [2021-03-02 23:57:30 main:574] : INFO : Epoch 1769 | loss: 0.0310976 | val_loss: 0.0311211 | Time: 3101.98 ms [2021-03-02 23:57:33 main:574] : INFO : Epoch 1770 | loss: 0.0310961 | val_loss: 0.0311222 | Time: 3097.6 ms [2021-03-02 23:57:36 main:574] : INFO : Epoch 1771 | loss: 0.0310985 | val_loss: 0.0311221 | Time: 3126.62 ms [2021-03-02 23:57:40 main:574] : INFO : Epoch 1772 | loss: 0.0310979 | val_loss: 0.0311233 | Time: 3103.23 ms [2021-03-02 23:57:43 main:574] : INFO : Epoch 1773 | loss: 0.0311008 | val_loss: 0.031116 | Time: 3093.95 ms [2021-03-02 23:57:46 main:574] : INFO : Epoch 1774 | loss: 0.0311013 | val_loss: 0.0311249 | Time: 3115.62 ms [2021-03-02 23:57:49 main:574] : INFO : Epoch 1775 | loss: 0.0311056 | val_loss: 0.0311195 | Time: 3137.8 ms [2021-03-02 23:57:52 main:574] : INFO : Epoch 1776 | loss: 0.0311071 | val_loss: 0.0311176 | Time: 3078.84 ms [2021-03-02 23:57:55 main:574] : INFO : Epoch 1777 | loss: 0.0311069 | val_loss: 0.031123 | Time: 3098.82 ms [2021-03-02 23:57:58 main:574] : INFO : Epoch 1778 | loss: 0.03111 | val_loss: 0.0311237 | Time: 3153.67 ms [2021-03-02 23:58:02 main:574] : INFO : Epoch 1779 | loss: 0.0311104 | val_loss: 0.0311205 | Time: 3089.56 ms [2021-03-02 23:58:05 main:574] : INFO : Epoch 1780 | loss: 0.0311097 | val_loss: 0.0311221 | Time: 3104.22 ms [2021-03-02 23:58:08 main:574] : INFO : Epoch 1781 | loss: 0.031109 | val_loss: 0.0311219 | Time: 3104.78 ms [2021-03-02 23:58:11 main:574] : INFO : Epoch 1782 | loss: 0.0311056 | val_loss: 0.03112 | Time: 3157.19 ms [2021-03-02 23:58:14 main:574] : INFO : Epoch 1783 | loss: 0.0311072 | val_loss: 0.0311179 | Time: 3097.2 ms [2021-03-02 23:58:17 main:574] : INFO : Epoch 1784 | loss: 0.0311049 | val_loss: 0.031119 | Time: 3106.03 ms [2021-03-02 23:58:20 main:574] : INFO : Epoch 1785 | loss: 0.0311029 | val_loss: 0.0311229 | Time: 3097.75 ms [2021-03-02 23:58:23 main:574] : INFO : Epoch 1786 | loss: 0.0311015 | val_loss: 0.0311174 | Time: 3116.91 ms [2021-03-02 23:58:27 main:574] : INFO : Epoch 1787 | loss: 0.0311003 | val_loss: 0.0311202 | Time: 3106.63 ms [2021-03-02 23:58:30 main:574] : INFO : Epoch 1788 | loss: 0.0310993 | val_loss: 0.0311177 | Time: 3115.94 ms [2021-03-02 23:58:33 main:574] : INFO : Epoch 1789 | loss: 0.0310998 | val_loss: 0.0311191 | Time: 3108.98 ms [2021-03-02 23:58:36 main:574] : INFO : Epoch 1790 | loss: 0.0310999 | val_loss: 0.0311228 | Time: 3122 ms [2021-03-02 23:58:39 main:574] : INFO : Epoch 1791 | loss: 0.0311008 | val_loss: 0.0311208 | Time: 3122.28 ms [2021-03-02 23:58:42 main:574] : INFO : Epoch 1792 | loss: 0.0310981 | val_loss: 0.0311171 | Time: 3112.95 ms [2021-03-02 23:58:46 main:574] : INFO : Epoch 1793 | loss: 0.0311044 | val_loss: 0.0311482 | Time: 3087.93 ms [2021-03-02 23:58:49 main:574] : INFO : Epoch 1794 | loss: 0.0311371 | val_loss: 0.0311427 | Time: 3122.94 ms [2021-03-02 23:58:52 main:574] : INFO : Epoch 1795 | loss: 0.0311178 | val_loss: 0.031129 | Time: 3103.8 ms [2021-03-02 23:58:55 main:574] : INFO : Epoch 1796 | loss: 0.0311091 | val_loss: 0.0311233 | Time: 3101.66 ms [2021-03-02 23:58:58 main:574] : INFO : Epoch 1797 | loss: 0.0311066 | val_loss: 0.031127 | Time: 3117.1 ms [2021-03-02 23:59:01 main:574] : INFO : Epoch 1798 | loss: 0.0311046 | val_loss: 0.0311221 | Time: 3098.73 ms [2021-03-02 23:59:04 main:574] : INFO : Epoch 1799 | loss: 0.0311035 | val_loss: 0.0311217 | Time: 3085.16 ms [2021-03-02 23:59:07 main:574] : INFO : Epoch 1800 | loss: 0.0311028 | val_loss: 0.0311255 | Time: 3094.96 ms [2021-03-02 23:59:11 main:574] : INFO : Epoch 1801 | loss: 0.031103 | val_loss: 0.0311223 | Time: 3077.62 ms [2021-03-02 23:59:14 main:574] : INFO : Epoch 1802 | loss: 0.0311014 | val_loss: 0.031126 | Time: 3059.08 ms [2021-03-02 23:59:17 main:574] : INFO : Epoch 1803 | loss: 0.0311004 | val_loss: 0.0311224 | Time: 3078.65 ms [2021-03-02 23:59:20 main:574] : INFO : Epoch 1804 | loss: 0.0311028 | val_loss: 0.0311272 | Time: 3073.62 ms [2021-03-02 23:59:23 main:574] : INFO : Epoch 1805 | loss: 0.0311052 | val_loss: 0.0311283 | Time: 3067.14 ms [2021-03-02 23:59:26 main:574] : INFO : Epoch 1806 | loss: 0.0311055 | val_loss: 0.031122 | Time: 3070.9 ms [2021-03-02 23:59:29 main:574] : INFO : Epoch 1807 | loss: 0.0311019 | val_loss: 0.0311245 | Time: 3078.64 ms [2021-03-02 23:59:32 main:574] : INFO : Epoch 1808 | loss: 0.0311023 | val_loss: 0.0311222 | Time: 3104.97 ms [2021-03-02 23:59:35 main:574] : INFO : Epoch 1809 | loss: 0.0311033 | val_loss: 0.031122 | Time: 3072.33 ms [2021-03-02 23:59:39 main:574] : INFO : Epoch 1810 | loss: 0.0311048 | val_loss: 0.0311233 | Time: 3090.67 ms [2021-03-02 23:59:42 main:574] : INFO : Epoch 1811 | loss: 0.0311052 | val_loss: 0.0311242 | Time: 3093.2 ms [2021-03-02 23:59:45 main:574] : INFO : Epoch 1812 | loss: 0.031101 | val_loss: 0.0311253 | Time: 3092.09 ms [2021-03-02 23:59:48 main:574] : INFO : Epoch 1813 | loss: 0.0310979 | val_loss: 0.0311222 | Time: 3077.48 ms [2021-03-02 23:59:51 main:574] : INFO : Epoch 1814 | loss: 0.0311034 | val_loss: 0.0311292 | Time: 3064.85 ms [2021-03-02 23:59:54 main:574] : INFO : Epoch 1815 | loss: 0.0311064 | val_loss: 0.0311312 | Time: 3082 ms [2021-03-02 23:59:57 main:574] : INFO : Epoch 1816 | loss: 0.0311104 | val_loss: 0.0311248 | Time: 3069.93 ms [2021-03-03 00:00:00 main:574] : INFO : Epoch 1817 | loss: 0.0310998 | val_loss: 0.0311255 | Time: 3092.33 ms [2021-03-03 00:00:03 main:574] : INFO : Epoch 1818 | loss: 0.0311011 | val_loss: 0.0311303 | Time: 3092.83 ms [2021-03-03 00:00:07 main:574] : INFO : Epoch 1819 | loss: 0.0311025 | val_loss: 0.0311287 | Time: 3077.69 ms [2021-03-03 00:00:10 main:574] : INFO : Epoch 1820 | loss: 0.0311018 | val_loss: 0.0311255 | Time: 3082.54 ms [2021-03-03 00:00:13 main:574] : INFO : Epoch 1821 | loss: 0.0310988 | val_loss: 0.0311197 | Time: 3083.03 ms [2021-03-03 00:00:16 main:574] : INFO : Epoch 1822 | loss: 0.0310966 | val_loss: 0.0311208 | Time: 3076.22 ms [2021-03-03 00:00:19 main:574] : INFO : Epoch 1823 | loss: 0.0310992 | val_loss: 0.031122 | Time: 3056.69 ms [2021-03-03 00:00:22 main:574] : INFO : Epoch 1824 | loss: 0.0310991 | val_loss: 0.0311208 | Time: 3084 ms [2021-03-03 00:00:25 main:574] : INFO : Epoch 1825 | loss: 0.0310998 | val_loss: 0.0311256 | Time: 3081.63 ms [2021-03-03 00:00:28 main:574] : INFO : Epoch 1826 | loss: 0.0311032 | val_loss: 0.0311172 | Time: 3088.24 ms [2021-03-03 00:00:31 main:574] : INFO : Epoch 1827 | loss: 0.0311075 | val_loss: 0.031134 | Time: 3085.37 ms [2021-03-03 00:00:35 main:574] : INFO : Epoch 1828 | loss: 0.0311179 | val_loss: 0.0311268 | Time: 3093.54 ms [2021-03-03 00:00:38 main:574] : INFO : Epoch 1829 | loss: 0.0311114 | val_loss: 0.0311242 | Time: 3075.91 ms [2021-03-03 00:00:41 main:574] : INFO : Epoch 1830 | loss: 0.0311101 | val_loss: 0.0311233 | Time: 3081.72 ms [2021-03-03 00:00:44 main:574] : INFO : Epoch 1831 | loss: 0.0311097 | val_loss: 0.0311223 | Time: 3063.8 ms [2021-03-03 00:00:47 main:574] : INFO : Epoch 1832 | loss: 0.0311074 | val_loss: 0.0311191 | Time: 3082.27 ms [2021-03-03 00:00:50 main:574] : INFO : Epoch 1833 | loss: 0.0311064 | val_loss: 0.03112 | Time: 3061.29 ms [2021-03-03 00:00:53 main:574] : INFO : Epoch 1834 | loss: 0.0311049 | val_loss: 0.0311185 | Time: 3097.45 ms [2021-03-03 00:00:56 main:574] : INFO : Epoch 1835 | loss: 0.0311068 | val_loss: 0.0311208 | Time: 3065.72 ms [2021-03-03 00:00:59 main:574] : INFO : Epoch 1836 | loss: 0.0311042 | val_loss: 0.0311219 | Time: 3087.85 ms [2021-03-03 00:01:03 main:574] : INFO : Epoch 1837 | loss: 0.031103 | val_loss: 0.031122 | Time: 3073.32 ms [2021-03-03 00:01:06 main:574] : INFO : Epoch 1838 | loss: 0.0311018 | val_loss: 0.0311227 | Time: 3076.14 ms [2021-03-03 00:01:09 main:574] : INFO : Epoch 1839 | loss: 0.0310999 | val_loss: 0.0311204 | Time: 3057.62 ms [2021-03-03 00:01:12 main:574] : INFO : Epoch 1840 | loss: 0.0311012 | val_loss: 0.0311221 | Time: 3098.73 ms [2021-03-03 00:01:15 main:574] : INFO : Epoch 1841 | loss: 0.0311016 | val_loss: 0.0311244 | Time: 3082.98 ms [2021-03-03 00:01:18 main:574] : INFO : Epoch 1842 | loss: 0.0310996 | val_loss: 0.0311228 | Time: 3122.32 ms [2021-03-03 00:01:21 main:574] : INFO : Epoch 1843 | loss: 0.0311012 | val_loss: 0.031122 | Time: 3084.95 ms [2021-03-03 00:01:24 main:574] : INFO : Epoch 1844 | loss: 0.0310996 | val_loss: 0.0311201 | Time: 3061.34 ms [2021-03-03 00:01:28 main:574] : INFO : Epoch 1845 | loss: 0.0310995 | val_loss: 0.0311189 | Time: 3086.45 ms [2021-03-03 00:01:31 main:574] : INFO : Epoch 1846 | loss: 0.0310988 | val_loss: 0.0311198 | Time: 3084.72 ms [2021-03-03 00:01:34 main:574] : INFO : Epoch 1847 | loss: 0.0310981 | val_loss: 0.0311186 | Time: 3089.01 ms [2021-03-03 00:01:37 main:574] : INFO : Epoch 1848 | loss: 0.0310957 | val_loss: 0.031121 | Time: 3058.25 ms [2021-03-03 00:01:40 main:574] : INFO : Epoch 1849 | loss: 0.0310995 | val_loss: 0.0311204 | Time: 3096.68 ms [2021-03-03 00:01:43 main:574] : INFO : Epoch 1850 | loss: 0.0311024 | val_loss: 0.0311217 | Time: 3074.44 ms [2021-03-03 00:01:46 main:574] : INFO : Epoch 1851 | loss: 0.031101 | val_loss: 0.0311263 | Time: 3091.87 ms [2021-03-03 00:01:49 main:574] : INFO : Epoch 1852 | loss: 0.0310993 | val_loss: 0.0311173 | Time: 3105.86 ms [2021-03-03 00:01:52 main:574] : INFO : Epoch 1853 | loss: 0.0310968 | val_loss: 0.0311196 | Time: 3097.65 ms [2021-03-03 00:01:55 main:574] : INFO : Epoch 1854 | loss: 0.0310949 | val_loss: 0.0311186 | Time: 3057.38 ms [2021-03-03 00:01:59 main:574] : INFO : Epoch 1855 | loss: 0.0310936 | val_loss: 0.0311188 | Time: 3078.87 ms [2021-03-03 00:02:02 main:574] : INFO : Epoch 1856 | loss: 0.0310937 | val_loss: 0.0311215 | Time: 3124.86 ms [2021-03-03 00:02:05 main:574] : INFO : Epoch 1857 | loss: 0.0310949 | val_loss: 0.0311208 | Time: 3088.41 ms [2021-03-03 00:02:08 main:574] : INFO : Epoch 1858 | loss: 0.0310927 | val_loss: 0.0311151 | Time: 3086.63 ms [2021-03-03 00:02:11 main:574] : INFO : Epoch 1859 | loss: 0.0310934 | val_loss: 0.0311162 | Time: 3063.8 ms [2021-03-03 00:02:14 main:574] : INFO : Epoch 1860 | loss: 0.0310936 | val_loss: 0.0311188 | Time: 3082.16 ms [2021-03-03 00:02:17 main:574] : INFO : Epoch 1861 | loss: 0.0310931 | val_loss: 0.0311226 | Time: 3090.51 ms [2021-03-03 00:02:20 main:574] : INFO : Epoch 1862 | loss: 0.0310939 | val_loss: 0.0311157 | Time: 3057.84 ms [2021-03-03 00:02:24 main:574] : INFO : Epoch 1863 | loss: 0.0310922 | val_loss: 0.0311163 | Time: 3063.56 ms [2021-03-03 00:02:27 main:574] : INFO : Epoch 1864 | loss: 0.031092 | val_loss: 0.0311183 | Time: 3114.25 ms [2021-03-03 00:02:30 main:574] : INFO : Epoch 1865 | loss: 0.0310943 | val_loss: 0.0311193 | Time: 3058 ms [2021-03-03 00:02:33 main:574] : INFO : Epoch 1866 | loss: 0.0310958 | val_loss: 0.0311194 | Time: 3097.7 ms [2021-03-03 00:02:36 main:574] : INFO : Epoch 1867 | loss: 0.0310936 | val_loss: 0.0311165 | Time: 3089.86 ms [2021-03-03 00:02:39 main:574] : INFO : Epoch 1868 | loss: 0.0310936 | val_loss: 0.0311175 | Time: 3083.47 ms [2021-03-03 00:02:42 main:574] : INFO : Epoch 1869 | loss: 0.0310946 | val_loss: 0.0311197 | Time: 3070.98 ms [2021-03-03 00:02:45 main:574] : INFO : Epoch 1870 | loss: 0.0310976 | val_loss: 0.0311196 | Time: 3077.72 ms [2021-03-03 00:02:48 main:574] : INFO : Epoch 1871 | loss: 0.0310977 | val_loss: 0.0311194 | Time: 3082.71 ms [2021-03-03 00:02:52 main:574] : INFO : Epoch 1872 | loss: 0.0310965 | val_loss: 0.031121 | Time: 3089.46 ms [2021-03-03 00:02:55 main:574] : INFO : Epoch 1873 | loss: 0.0310965 | val_loss: 0.0311241 | Time: 3065.89 ms [2021-03-03 00:02:58 main:574] : INFO : Epoch 1874 | loss: 0.0310944 | val_loss: 0.0311209 | Time: 3079.73 ms [2021-03-03 00:03:01 main:574] : INFO : Epoch 1875 | loss: 0.0310952 | val_loss: 0.0311181 | Time: 3108.45 ms [2021-03-03 00:03:04 main:574] : INFO : Epoch 1876 | loss: 0.0310988 | val_loss: 0.0311195 | Time: 3058.06 ms [2021-03-03 00:03:07 main:574] : INFO : Epoch 1877 | loss: 0.0310958 | val_loss: 0.0311229 | Time: 3087.87 ms [2021-03-03 00:03:10 main:574] : INFO : Epoch 1878 | loss: 0.0310963 | val_loss: 0.0311231 | Time: 3088.04 ms [2021-03-03 00:03:13 main:574] : INFO : Epoch 1879 | loss: 0.0310974 | val_loss: 0.0311227 | Time: 3076.7 ms [2021-03-03 00:03:16 main:574] : INFO : Epoch 1880 | loss: 0.0311052 | val_loss: 0.0311257 | Time: 3063.13 ms [2021-03-03 00:03:20 main:574] : INFO : Epoch 1881 | loss: 0.0311036 | val_loss: 0.0311246 | Time: 3091.78 ms [2021-03-03 00:03:23 main:574] : INFO : Epoch 1882 | loss: 0.0310996 | val_loss: 0.0311162 | Time: 3071.83 ms [2021-03-03 00:03:26 main:574] : INFO : Epoch 1883 | loss: 0.0311028 | val_loss: 0.0311211 | Time: 3052.73 ms [2021-03-03 00:03:29 main:574] : INFO : Epoch 1884 | loss: 0.0311029 | val_loss: 0.0311228 | Time: 3085.45 ms [2021-03-03 00:03:32 main:574] : INFO : Epoch 1885 | loss: 0.0311024 | val_loss: 0.0311223 | Time: 3098.7 ms [2021-03-03 00:03:35 main:574] : INFO : Epoch 1886 | loss: 0.0310986 | val_loss: 0.0311234 | Time: 3053.91 ms [2021-03-03 00:03:38 main:574] : INFO : Epoch 1887 | loss: 0.0310959 | val_loss: 0.0311252 | Time: 3068.4 ms [2021-03-03 00:03:41 main:574] : INFO : Epoch 1888 | loss: 0.0310953 | val_loss: 0.0311223 | Time: 3110.54 ms [2021-03-03 00:03:44 main:574] : INFO : Epoch 1889 | loss: 0.0310956 | val_loss: 0.0311269 | Time: 3083.37 ms [2021-03-03 00:03:48 main:574] : INFO : Epoch 1890 | loss: 0.0310981 | val_loss: 0.0311251 | Time: 3075.8 ms [2021-03-03 00:03:51 main:574] : INFO : Epoch 1891 | loss: 0.0310958 | val_loss: 0.0311243 | Time: 3077.88 ms [2021-03-03 00:03:54 main:574] : INFO : Epoch 1892 | loss: 0.0310947 | val_loss: 0.031127 | Time: 3122.92 ms [2021-03-03 00:03:57 main:574] : INFO : Epoch 1893 | loss: 0.0310939 | val_loss: 0.0311231 | Time: 3097.97 ms [2021-03-03 00:04:00 main:574] : INFO : Epoch 1894 | loss: 0.0310939 | val_loss: 0.0311297 | Time: 3072.47 ms [2021-03-03 00:04:03 main:574] : INFO : Epoch 1895 | loss: 0.0310914 | val_loss: 0.0311235 | Time: 3068.96 ms [2021-03-03 00:04:06 main:574] : INFO : Epoch 1896 | loss: 0.0310927 | val_loss: 0.0311218 | Time: 3066.91 ms [2021-03-03 00:04:09 main:574] : INFO : Epoch 1897 | loss: 0.0310922 | val_loss: 0.0311281 | Time: 3074.64 ms [2021-03-03 00:04:12 main:574] : INFO : Epoch 1898 | loss: 0.0310942 | val_loss: 0.0311204 | Time: 3070.48 ms [2021-03-03 00:04:16 main:574] : INFO : Epoch 1899 | loss: 0.0310933 | val_loss: 0.0311212 | Time: 3074.71 ms [2021-03-03 00:04:19 main:574] : INFO : Epoch 1900 | loss: 0.0310986 | val_loss: 0.0311254 | Time: 3091.23 ms [2021-03-03 00:04:22 main:574] : INFO : Epoch 1901 | loss: 0.0310989 | val_loss: 0.0311254 | Time: 3075.28 ms [2021-03-03 00:04:25 main:574] : INFO : Epoch 1902 | loss: 0.0310998 | val_loss: 0.0311177 | Time: 3098.15 ms [2021-03-03 00:04:28 main:574] : INFO : Epoch 1903 | loss: 0.0311026 | val_loss: 0.0311185 | Time: 3062.35 ms [2021-03-03 00:04:31 main:574] : INFO : Epoch 1904 | loss: 0.0311053 | val_loss: 0.0311203 | Time: 3066.39 ms [2021-03-03 00:04:34 main:574] : INFO : Epoch 1905 | loss: 0.0311029 | val_loss: 0.0311214 | Time: 3096.59 ms [2021-03-03 00:04:37 main:574] : INFO : Epoch 1906 | loss: 0.0311053 | val_loss: 0.0311268 | Time: 3080.94 ms [2021-03-03 00:04:41 main:574] : INFO : Epoch 1907 | loss: 0.0311092 | val_loss: 0.0311293 | Time: 3093.59 ms [2021-03-03 00:04:44 main:574] : INFO : Epoch 1908 | loss: 0.0311115 | val_loss: 0.031121 | Time: 3072.04 ms [2021-03-03 00:04:47 main:574] : INFO : Epoch 1909 | loss: 0.0311069 | val_loss: 0.0311206 | Time: 3107.24 ms [2021-03-03 00:04:50 main:574] : INFO : Epoch 1910 | loss: 0.031106 | val_loss: 0.0311208 | Time: 3068.57 ms [2021-03-03 00:04:53 main:574] : INFO : Epoch 1911 | loss: 0.0311029 | val_loss: 0.0311186 | Time: 3088.5 ms [2021-03-03 00:04:56 main:574] : INFO : Epoch 1912 | loss: 0.0311039 | val_loss: 0.0311236 | Time: 3074.4 ms [2021-03-03 00:04:59 main:574] : INFO : Epoch 1913 | loss: 0.0311024 | val_loss: 0.0311273 | Time: 3104.66 ms [2021-03-03 00:05:02 main:574] : INFO : Epoch 1914 | loss: 0.0311009 | val_loss: 0.0311216 | Time: 3059.98 ms [2021-03-03 00:05:05 main:574] : INFO : Epoch 1915 | loss: 0.0310989 | val_loss: 0.0311169 | Time: 3099.67 ms [2021-03-03 00:05:08 main:574] : INFO : Epoch 1916 | loss: 0.0310985 | val_loss: 0.0311163 | Time: 3055.6 ms [2021-03-03 00:05:12 main:574] : INFO : Epoch 1917 | loss: 0.031097 | val_loss: 0.031117 | Time: 3079.97 ms [2021-03-03 00:05:15 main:574] : INFO : Epoch 1918 | loss: 0.0310952 | val_loss: 0.0311169 | Time: 3047.2 ms [2021-03-03 00:05:18 main:574] : INFO : Epoch 1919 | loss: 0.0310943 | val_loss: 0.0311195 | Time: 3075.96 ms [2021-03-03 00:05:21 main:574] : INFO : Epoch 1920 | loss: 0.0310985 | val_loss: 0.0311219 | Time: 3108.76 ms [2021-03-03 00:05:24 main:574] : INFO : Epoch 1921 | loss: 0.031096 | val_loss: 0.0311201 | Time: 3089.42 ms [2021-03-03 00:05:27 main:574] : INFO : Epoch 1922 | loss: 0.0310966 | val_loss: 0.0311236 | Time: 3083.46 ms [2021-03-03 00:05:30 main:574] : INFO : Epoch 1923 | loss: 0.0310978 | val_loss: 0.0311215 | Time: 3085.93 ms [2021-03-03 00:05:33 main:574] : INFO : Epoch 1924 | loss: 0.0310995 | val_loss: 0.031122 | Time: 3066.3 ms [2021-03-03 00:05:36 main:574] : INFO : Epoch 1925 | loss: 0.0310962 | val_loss: 0.0311192 | Time: 3077.86 ms [2021-03-03 00:05:40 main:574] : INFO : Epoch 1926 | loss: 0.0310946 | val_loss: 0.0311231 | Time: 3090.06 ms [2021-03-03 00:05:43 main:574] : INFO : Epoch 1927 | loss: 0.0310983 | val_loss: 0.0311177 | Time: 3084.33 ms [2021-03-03 00:05:46 main:574] : INFO : Epoch 1928 | loss: 0.0311035 | val_loss: 0.031122 | Time: 3079.7 ms [2021-03-03 00:05:49 main:574] : INFO : Epoch 1929 | loss: 0.0311006 | val_loss: 0.0311237 | Time: 3068.26 ms [2021-03-03 00:05:52 main:574] : INFO : Epoch 1930 | loss: 0.0311016 | val_loss: 0.031125 | Time: 3093.29 ms [2021-03-03 00:05:55 main:574] : INFO : Epoch 1931 | loss: 0.0310973 | val_loss: 0.0311206 | Time: 3089.51 ms [2021-03-03 00:05:58 main:574] : INFO : Epoch 1932 | loss: 0.0310996 | val_loss: 0.0311145 | Time: 3076.36 ms [2021-03-03 00:06:01 main:574] : INFO : Epoch 1933 | loss: 0.0310975 | val_loss: 0.0311154 | Time: 3079.41 ms [2021-03-03 00:06:04 main:574] : INFO : Epoch 1934 | loss: 0.0310963 | val_loss: 0.0311202 | Time: 3104.85 ms [2021-03-03 00:06:08 main:574] : INFO : Epoch 1935 | loss: 0.0310952 | val_loss: 0.0311229 | Time: 3087.23 ms [2021-03-03 00:06:11 main:574] : INFO : Epoch 1936 | loss: 0.0310952 | val_loss: 0.0311172 | Time: 3093.41 ms [2021-03-03 00:06:14 main:574] : INFO : Epoch 1937 | loss: 0.031097 | val_loss: 0.0311173 | Time: 3103.65 ms [2021-03-03 00:06:17 main:574] : INFO : Epoch 1938 | loss: 0.0310951 | val_loss: 0.0311142 | Time: 3094.76 ms [2021-03-03 00:06:20 main:574] : INFO : Epoch 1939 | loss: 0.0310927 | val_loss: 0.0311168 | Time: 3090.23 ms [2021-03-03 00:06:23 main:574] : INFO : Epoch 1940 | loss: 0.0310948 | val_loss: 0.0311216 | Time: 3084.39 ms [2021-03-03 00:06:26 main:574] : INFO : Epoch 1941 | loss: 0.0310942 | val_loss: 0.0311189 | Time: 3094.81 ms [2021-03-03 00:06:29 main:574] : INFO : Epoch 1942 | loss: 0.0310931 | val_loss: 0.0311172 | Time: 3069.44 ms [2021-03-03 00:06:33 main:574] : INFO : Epoch 1943 | loss: 0.0310945 | val_loss: 0.0311214 | Time: 3085.51 ms [2021-03-03 00:06:36 main:574] : INFO : Epoch 1944 | loss: 0.0311246 | val_loss: 0.031161 | Time: 3091.2 ms [2021-03-03 00:06:39 main:574] : INFO : Epoch 1945 | loss: 0.0311401 | val_loss: 0.0311529 | Time: 3074.3 ms [2021-03-03 00:06:42 main:574] : INFO : Epoch 1946 | loss: 0.031134 | val_loss: 0.0311541 | Time: 3094.35 ms [2021-03-03 00:06:45 main:574] : INFO : Epoch 1947 | loss: 0.031129 | val_loss: 0.0311475 | Time: 3079.44 ms [2021-03-03 00:06:48 main:574] : INFO : Epoch 1948 | loss: 0.031124 | val_loss: 0.0311453 | Time: 3082.82 ms [2021-03-03 00:06:51 main:574] : INFO : Epoch 1949 | loss: 0.0311277 | val_loss: 0.0311473 | Time: 3094.23 ms [2021-03-03 00:06:54 main:574] : INFO : Epoch 1950 | loss: 0.0311274 | val_loss: 0.031149 | Time: 3076.48 ms [2021-03-03 00:06:58 main:574] : INFO : Epoch 1951 | loss: 0.0311244 | val_loss: 0.0311416 | Time: 3077.62 ms [2021-03-03 00:07:01 main:574] : INFO : Epoch 1952 | loss: 0.0311226 | val_loss: 0.0311427 | Time: 3106.05 ms [2021-03-03 00:07:04 main:574] : INFO : Epoch 1953 | loss: 0.0311215 | val_loss: 0.0311446 | Time: 3072.99 ms [2021-03-03 00:07:07 main:574] : INFO : Epoch 1954 | loss: 0.0311205 | val_loss: 0.0311419 | Time: 3105.01 ms [2021-03-03 00:07:10 main:574] : INFO : Epoch 1955 | loss: 0.0311195 | val_loss: 0.0311427 | Time: 3105.53 ms [2021-03-03 00:07:13 main:574] : INFO : Epoch 1956 | loss: 0.0311188 | val_loss: 0.0311392 | Time: 3053.54 ms [2021-03-03 00:07:16 main:574] : INFO : Epoch 1957 | loss: 0.0311161 | val_loss: 0.0311373 | Time: 3063.83 ms [2021-03-03 00:07:19 main:574] : INFO : Epoch 1958 | loss: 0.031114 | val_loss: 0.0311318 | Time: 3100.16 ms [2021-03-03 00:07:22 main:574] : INFO : Epoch 1959 | loss: 0.0311103 | val_loss: 0.0311311 | Time: 3086.12 ms [2021-03-03 00:07:25 main:574] : INFO : Epoch 1960 | loss: 0.0311092 | val_loss: 0.0311296 | Time: 3067.09 ms [2021-03-03 00:07:29 main:574] : INFO : Epoch 1961 | loss: 0.0311115 | val_loss: 0.0311331 | Time: 3087.68 ms [2021-03-03 00:07:32 main:574] : INFO : Epoch 1962 | loss: 0.0311109 | val_loss: 0.0311318 | Time: 3081.57 ms [2021-03-03 00:07:35 main:574] : INFO : Epoch 1963 | loss: 0.0311111 | val_loss: 0.0311339 | Time: 3094.65 ms [2021-03-03 00:07:38 main:574] : INFO : Epoch 1964 | loss: 0.0311095 | val_loss: 0.0311336 | Time: 3074 ms [2021-03-03 00:07:41 main:574] : INFO : Epoch 1965 | loss: 0.0311116 | val_loss: 0.0311332 | Time: 3094.87 ms [2021-03-03 00:07:44 main:574] : INFO : Epoch 1966 | loss: 0.0311101 | val_loss: 0.0311296 | Time: 3074.74 ms [2021-03-03 00:07:47 main:574] : INFO : Epoch 1967 | loss: 0.0311098 | val_loss: 0.0311277 | Time: 3101.07 ms [2021-03-03 00:07:50 main:574] : INFO : Epoch 1968 | loss: 0.0311095 | val_loss: 0.0311257 | Time: 3083.34 ms [2021-03-03 00:07:54 main:574] : INFO : Epoch 1969 | loss: 0.031111 | val_loss: 0.0311276 | Time: 3100.53 ms [2021-03-03 00:07:57 main:574] : INFO : Epoch 1970 | loss: 0.0311108 | val_loss: 0.0311304 | Time: 3081.06 ms [2021-03-03 00:08:00 main:574] : INFO : Epoch 1971 | loss: 0.0311071 | val_loss: 0.0311287 | Time: 3098.93 ms [2021-03-03 00:08:03 main:574] : INFO : Epoch 1972 | loss: 0.0311042 | val_loss: 0.0311256 | Time: 3053.66 ms [2021-03-03 00:08:06 main:574] : INFO : Epoch 1973 | loss: 0.0311045 | val_loss: 0.0311272 | Time: 3075.37 ms [2021-03-03 00:08:09 main:574] : INFO : Epoch 1974 | loss: 0.0311039 | val_loss: 0.0311259 | Time: 3083.66 ms [2021-03-03 00:08:12 main:574] : INFO : Epoch 1975 | loss: 0.0311047 | val_loss: 0.0311257 | Time: 3075.83 ms [2021-03-03 00:08:15 main:574] : INFO : Epoch 1976 | loss: 0.0311028 | val_loss: 0.0311276 | Time: 3078.8 ms [2021-03-03 00:08:18 main:574] : INFO : Epoch 1977 | loss: 0.0311048 | val_loss: 0.0311333 | Time: 3095.55 ms [2021-03-03 00:08:22 main:574] : INFO : Epoch 1978 | loss: 0.0311027 | val_loss: 0.0311292 | Time: 3082.07 ms [2021-03-03 00:08:25 main:574] : INFO : Epoch 1979 | loss: 0.0311042 | val_loss: 0.0311295 | Time: 3083.14 ms [2021-03-03 00:08:28 main:574] : INFO : Epoch 1980 | loss: 0.0311044 | val_loss: 0.0311301 | Time: 3046.37 ms [2021-03-03 00:08:31 main:574] : INFO : Epoch 1981 | loss: 0.0311047 | val_loss: 0.0311306 | Time: 3066.7 ms [2021-03-03 00:08:34 main:574] : INFO : Epoch 1982 | loss: 0.0311136 | val_loss: 0.0311293 | Time: 3074.57 ms [2021-03-03 00:08:37 main:574] : INFO : Epoch 1983 | loss: 0.0311136 | val_loss: 0.0311259 | Time: 3072.5 ms [2021-03-03 00:08:40 main:574] : INFO : Epoch 1984 | loss: 0.031113 | val_loss: 0.0311302 | Time: 3078.56 ms [2021-03-03 00:08:43 main:574] : INFO : Epoch 1985 | loss: 0.0311125 | val_loss: 0.0311317 | Time: 3057.41 ms [2021-03-03 00:08:46 main:574] : INFO : Epoch 1986 | loss: 0.0311106 | val_loss: 0.0311318 | Time: 3074.86 ms [2021-03-03 00:08:49 main:574] : INFO : Epoch 1987 | loss: 0.0311094 | val_loss: 0.031127 | Time: 3065.97 ms [2021-03-03 00:08:53 main:574] : INFO : Epoch 1988 | loss: 0.0311082 | val_loss: 0.0311248 | Time: 3095.67 ms [2021-03-03 00:08:56 main:574] : INFO : Epoch 1989 | loss: 0.0311094 | val_loss: 0.0311277 | Time: 3078.65 ms [2021-03-03 00:08:59 main:574] : INFO : Epoch 1990 | loss: 0.031106 | val_loss: 0.0311314 | Time: 3057.53 ms [2021-03-03 00:09:02 main:574] : INFO : Epoch 1991 | loss: 0.0311059 | val_loss: 0.0311247 | Time: 3075.38 ms [2021-03-03 00:09:05 main:574] : INFO : Epoch 1992 | loss: 0.0311033 | val_loss: 0.0311287 | Time: 3105.7 ms [2021-03-03 00:09:08 main:574] : INFO : Epoch 1993 | loss: 0.031103 | val_loss: 0.0311268 | Time: 3084.01 ms [2021-03-03 00:09:11 main:574] : INFO : Epoch 1994 | loss: 0.0311069 | val_loss: 0.0311255 | Time: 3052.46 ms [2021-03-03 00:09:14 main:574] : INFO : Epoch 1995 | loss: 0.03111 | val_loss: 0.0311311 | Time: 3093.04 ms [2021-03-03 00:09:17 main:574] : INFO : Epoch 1996 | loss: 0.0311046 | val_loss: 0.0311323 | Time: 3085.5 ms [2021-03-03 00:09:21 main:574] : INFO : Epoch 1997 | loss: 0.0311042 | val_loss: 0.0311277 | Time: 3075.62 ms [2021-03-03 00:09:24 main:574] : INFO : Epoch 1998 | loss: 0.0311008 | val_loss: 0.0311211 | Time: 3074.27 ms [2021-03-03 00:09:27 main:574] : INFO : Epoch 1999 | loss: 0.0311004 | val_loss: 0.0311246 | Time: 3091.43 ms [2021-03-03 00:09:30 main:574] : INFO : Epoch 2000 | loss: 0.0311027 | val_loss: 0.0311245 | Time: 3072.09 ms [2021-03-03 00:09:33 main:574] : INFO : Epoch 2001 | loss: 0.0311032 | val_loss: 0.0311294 | Time: 3095.13 ms [2021-03-03 00:09:36 main:574] : INFO : Epoch 2002 | loss: 0.0311085 | val_loss: 0.03113 | Time: 3081.07 ms [2021-03-03 00:09:39 main:574] : INFO : Epoch 2003 | loss: 0.0311105 | val_loss: 0.031124 | Time: 3065.6 ms [2021-03-03 00:09:42 main:574] : INFO : Epoch 2004 | loss: 0.0311079 | val_loss: 0.0311201 | Time: 3029.98 ms [2021-03-03 00:09:45 main:574] : INFO : Epoch 2005 | loss: 0.0311052 | val_loss: 0.0311233 | Time: 3077.69 ms [2021-03-03 00:09:49 main:574] : INFO : Epoch 2006 | loss: 0.0311053 | val_loss: 0.0311234 | Time: 3105.3 ms [2021-03-03 00:09:52 main:574] : INFO : Epoch 2007 | loss: 0.0311013 | val_loss: 0.0311197 | Time: 3105.21 ms [2021-03-03 00:09:55 main:574] : INFO : Epoch 2008 | loss: 0.0310994 | val_loss: 0.0311224 | Time: 3057.4 ms [2021-03-03 00:09:58 main:574] : INFO : Epoch 2009 | loss: 0.0311 | val_loss: 0.0311235 | Time: 3099.38 ms [2021-03-03 00:10:01 main:574] : INFO : Epoch 2010 | loss: 0.0310986 | val_loss: 0.0311221 | Time: 3088.1 ms [2021-03-03 00:10:04 main:574] : INFO : Epoch 2011 | loss: 0.0311008 | val_loss: 0.0311197 | Time: 3077.5 ms [2021-03-03 00:10:07 main:574] : INFO : Epoch 2012 | loss: 0.0311029 | val_loss: 0.0311187 | Time: 3068 ms [2021-03-03 00:10:10 main:574] : INFO : Epoch 2013 | loss: 0.0311011 | val_loss: 0.0311184 | Time: 3090.07 ms [2021-03-03 00:10:13 main:574] : INFO : Epoch 2014 | loss: 0.031101 | val_loss: 0.0311213 | Time: 3132.46 ms [2021-03-03 00:10:17 main:574] : INFO : Epoch 2015 | loss: 0.0311033 | val_loss: 0.0311183 | Time: 3110.78 ms [2021-03-03 00:10:20 main:574] : INFO : Epoch 2016 | loss: 0.0311049 | val_loss: 0.0311245 | Time: 3092.81 ms [2021-03-03 00:10:23 main:574] : INFO : Epoch 2017 | loss: 0.0311017 | val_loss: 0.0311269 | Time: 3101.08 ms [2021-03-03 00:10:26 main:574] : INFO : Epoch 2018 | loss: 0.0311048 | val_loss: 0.0311164 | Time: 3086.53 ms [2021-03-03 00:10:29 main:574] : INFO : Epoch 2019 | loss: 0.0311021 | val_loss: 0.0311167 | Time: 3073.85 ms [2021-03-03 00:10:32 main:574] : INFO : Epoch 2020 | loss: 0.0311001 | val_loss: 0.0311186 | Time: 3077.28 ms [2021-03-03 00:10:35 main:574] : INFO : Epoch 2021 | loss: 0.0310995 | val_loss: 0.0311169 | Time: 3066.21 ms [2021-03-03 00:10:38 main:574] : INFO : Epoch 2022 | loss: 0.0311 | val_loss: 0.0311181 | Time: 3071.84 ms [2021-03-03 00:10:41 main:574] : INFO : Epoch 2023 | loss: 0.031101 | val_loss: 0.0311175 | Time: 3073.02 ms [2021-03-03 00:10:45 main:574] : INFO : Epoch 2024 | loss: 0.0311018 | val_loss: 0.0311188 | Time: 3099.76 ms [2021-03-03 00:10:48 main:574] : INFO : Epoch 2025 | loss: 0.0311013 | val_loss: 0.0311157 | Time: 3092.83 ms [2021-03-03 00:10:51 main:574] : INFO : Epoch 2026 | loss: 0.0310997 | val_loss: 0.0311193 | Time: 3056.11 ms [2021-03-03 00:10:54 main:574] : INFO : Epoch 2027 | loss: 0.0311 | val_loss: 0.0311179 | Time: 3052.41 ms [2021-03-03 00:10:57 main:574] : INFO : Epoch 2028 | loss: 0.0311008 | val_loss: 0.0311197 | Time: 3088.39 ms [2021-03-03 00:11:00 main:574] : INFO : Epoch 2029 | loss: 0.0311064 | val_loss: 0.031129 | Time: 3099.91 ms [2021-03-03 00:11:03 main:574] : INFO : Epoch 2030 | loss: 0.0311039 | val_loss: 0.0311192 | Time: 3086.08 ms [2021-03-03 00:11:06 main:574] : INFO : Epoch 2031 | loss: 0.0311028 | val_loss: 0.0311195 | Time: 3084.26 ms [2021-03-03 00:11:09 main:574] : INFO : Epoch 2032 | loss: 0.0310998 | val_loss: 0.0311187 | Time: 3102.71 ms [2021-03-03 00:11:13 main:574] : INFO : Epoch 2033 | loss: 0.0310997 | val_loss: 0.031118 | Time: 3076 ms [2021-03-03 00:11:16 main:574] : INFO : Epoch 2034 | loss: 0.0310984 | val_loss: 0.0311179 | Time: 3066.55 ms [2021-03-03 00:11:19 main:574] : INFO : Epoch 2035 | loss: 0.0310966 | val_loss: 0.0311217 | Time: 3094.15 ms [2021-03-03 00:11:22 main:574] : INFO : Epoch 2036 | loss: 0.031097 | val_loss: 0.0311234 | Time: 3089.94 ms [2021-03-03 00:11:25 main:574] : INFO : Epoch 2037 | loss: 0.0310999 | val_loss: 0.0311234 | Time: 3093.1 ms [2021-03-03 00:11:28 main:574] : INFO : Epoch 2038 | loss: 0.0311027 | val_loss: 0.0311159 | Time: 3115.47 ms [2021-03-03 00:11:31 main:574] : INFO : Epoch 2039 | loss: 0.0311025 | val_loss: 0.0311185 | Time: 3091.24 ms [2021-03-03 00:11:34 main:574] : INFO : Epoch 2040 | loss: 0.0311022 | val_loss: 0.0311187 | Time: 3088.12 ms [2021-03-03 00:11:38 main:574] : INFO : Epoch 2041 | loss: 0.0311012 | val_loss: 0.0311242 | Time: 3077.11 ms [2021-03-03 00:11:41 main:574] : INFO : Epoch 2042 | loss: 0.0310999 | val_loss: 0.031117 | Time: 3077.43 ms [2021-03-03 00:11:44 main:574] : INFO : Epoch 2043 | loss: 0.0311048 | val_loss: 0.0311299 | Time: 3101.79 ms [2021-03-03 00:11:47 main:574] : INFO : Epoch 2044 | loss: 0.0311037 | val_loss: 0.0311187 | Time: 3080.01 ms [2021-03-03 00:11:50 main:574] : INFO : Epoch 2045 | loss: 0.0310988 | val_loss: 0.0311213 | Time: 3067.54 ms [2021-03-03 00:11:53 main:574] : INFO : Epoch 2046 | loss: 0.0310974 | val_loss: 0.0311179 | Time: 3111.13 ms [2021-03-03 00:11:56 main:574] : INFO : Epoch 2047 | loss: 0.0310963 | val_loss: 0.0311195 | Time: 3103.65 ms [2021-03-03 00:11:59 main:574] : INFO : Epoch 2048 | loss: 0.0310957 | val_loss: 0.0311168 | Time: 3084.43 ms [2021-03-03 00:11:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311168 [2021-03-03 00:11:59 main:603] : INFO : Saving end state to config to file [2021-03-03 00:11:59 main:608] : INFO : Success, exiting.. 00:11:59 (8324): 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)