Task 4520168
| Name | ParityMachine-1612383517-30782-3_1 |
| Workunit | 2448180 |
| Created | 25 Mar 2021, 5:06:35 UTC |
| Sent | 25 Mar 2021, 6:57:31 UTC |
| Report deadline | 1 Apr 2021, 6:57:31 UTC |
| Received | 25 Mar 2021, 8:47:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 18 sec |
| CPU time | 1 hours 45 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310381 | val_loss: 0.031088 | Time: 3103.92 ms [2021-03-25 09:21:20 main:574] : INFO : Epoch 1543 | loss: 0.031037 | val_loss: 0.0310841 | Time: 3100.25 ms [2021-03-25 09:21:23 main:574] : INFO : Epoch 1544 | loss: 0.0310346 | val_loss: 0.0310848 | Time: 3075.9 ms [2021-03-25 09:21:26 main:574] : INFO : Epoch 1545 | loss: 0.0310369 | val_loss: 0.0310772 | Time: 3100.32 ms [2021-03-25 09:21:29 main:574] : INFO : Epoch 1546 | loss: 0.0310338 | val_loss: 0.031089 | Time: 3077.05 ms [2021-03-25 09:21:32 main:574] : INFO : Epoch 1547 | loss: 0.031033 | val_loss: 0.0310741 | Time: 3132.78 ms [2021-03-25 09:21:35 main:574] : INFO : Epoch 1548 | loss: 0.0310319 | val_loss: 0.031081 | Time: 3094.1 ms [2021-03-25 09:21:38 main:574] : INFO : Epoch 1549 | loss: 0.0310333 | val_loss: 0.0310745 | Time: 3121.23 ms [2021-03-25 09:21:41 main:574] : INFO : Epoch 1550 | loss: 0.0310362 | val_loss: 0.0310873 | Time: 3115.35 ms [2021-03-25 09:21:45 main:574] : INFO : Epoch 1551 | loss: 0.0310344 | val_loss: 0.0310713 | Time: 3115.41 ms [2021-03-25 09:21:48 main:574] : INFO : Epoch 1552 | loss: 0.031032 | val_loss: 0.0310744 | Time: 3103.42 ms [2021-03-25 09:21:51 main:574] : INFO : Epoch 1553 | loss: 0.0310298 | val_loss: 0.0310762 | Time: 3117.65 ms [2021-03-25 09:21:54 main:574] : INFO : Epoch 1554 | loss: 0.0310358 | val_loss: 0.0310773 | Time: 3105.64 ms [2021-03-25 09:21:57 main:574] : INFO : Epoch 1555 | loss: 0.0310564 | val_loss: 0.0311168 | Time: 3103.52 ms [2021-03-25 09:22:00 main:574] : INFO : Epoch 1556 | loss: 0.0310911 | val_loss: 0.0311066 | Time: 3127.51 ms [2021-03-25 09:22:03 main:574] : INFO : Epoch 1557 | loss: 0.0310734 | val_loss: 0.0310929 | Time: 3099.24 ms [2021-03-25 09:22:07 main:574] : INFO : Epoch 1558 | loss: 0.031062 | val_loss: 0.0310879 | Time: 3121.69 ms [2021-03-25 09:22:10 main:574] : INFO : Epoch 1559 | loss: 0.0310571 | val_loss: 0.0310841 | Time: 3106.66 ms [2021-03-25 09:22:13 main:574] : INFO : Epoch 1560 | loss: 0.0310537 | val_loss: 0.0310823 | Time: 3098.11 ms [2021-03-25 09:22:16 main:574] : INFO : Epoch 1561 | loss: 0.0310512 | val_loss: 0.0310858 | Time: 3112.2 ms [2021-03-25 09:22:19 main:574] : INFO : Epoch 1562 | loss: 0.0310487 | val_loss: 0.0310877 | Time: 3128.56 ms [2021-03-25 09:22:22 main:574] : INFO : Epoch 1563 | loss: 0.0310455 | val_loss: 0.0310889 | Time: 3090.3 ms [2021-03-25 09:22:25 main:574] : INFO : Epoch 1564 | loss: 0.0310422 | val_loss: 0.0310777 | Time: 3107.84 ms [2021-03-25 09:22:29 main:574] : INFO : Epoch 1565 | loss: 0.0310432 | val_loss: 0.0310854 | Time: 3139.12 ms [2021-03-25 09:22:32 main:574] : INFO : Epoch 1566 | loss: 0.0310408 | val_loss: 0.0310902 | Time: 3093.36 ms [2021-03-25 09:22:35 main:574] : INFO : Epoch 1567 | loss: 0.031044 | val_loss: 0.0310831 | Time: 3106.61 ms [2021-03-25 09:22:38 main:574] : INFO : Epoch 1568 | loss: 0.0310392 | val_loss: 0.0310875 | Time: 3106.75 ms [2021-03-25 09:22:41 main:574] : INFO : Epoch 1569 | loss: 0.0310437 | val_loss: 0.0310775 | Time: 3101.95 ms [2021-03-25 09:22:44 main:574] : INFO : Epoch 1570 | loss: 0.031043 | val_loss: 0.0310766 | Time: 3126.36 ms [2021-03-25 09:22:47 main:574] : INFO : Epoch 1571 | loss: 0.0310352 | val_loss: 0.0310776 | Time: 3113.44 ms [2021-03-25 09:22:50 main:574] : INFO : Epoch 1572 | loss: 0.031036 | val_loss: 0.0310902 | Time: 3122.28 ms [2021-03-25 09:22:54 main:574] : INFO : Epoch 1573 | loss: 0.0310402 | val_loss: 0.0310799 | Time: 3081.27 ms [2021-03-25 09:22:57 main:574] : INFO : Epoch 1574 | loss: 0.0310394 | val_loss: 0.0310938 | Time: 3134.04 ms [2021-03-25 09:23:00 main:574] : INFO : Epoch 1575 | loss: 0.0310335 | val_loss: 0.031075 | Time: 3109.07 ms [2021-03-25 09:23:03 main:574] : INFO : Epoch 1576 | loss: 0.0310313 | val_loss: 0.0310855 | Time: 3107.37 ms [2021-03-25 09:23:06 main:574] : INFO : Epoch 1577 | loss: 0.0310349 | val_loss: 0.0310775 | Time: 3110.76 ms [2021-03-25 09:23:09 main:574] : INFO : Epoch 1578 | loss: 0.0310449 | val_loss: 0.0310847 | Time: 3106.46 ms [2021-03-25 09:23:12 main:574] : INFO : Epoch 1579 | loss: 0.0310424 | val_loss: 0.0310799 | Time: 3095.48 ms [2021-03-25 09:23:16 main:574] : INFO : Epoch 1580 | loss: 0.0310383 | val_loss: 0.0310802 | Time: 3121.42 ms [2021-03-25 09:23:19 main:574] : INFO : Epoch 1581 | loss: 0.0310337 | val_loss: 0.0310863 | Time: 3114.02 ms [2021-03-25 09:23:22 main:574] : INFO : Epoch 1582 | loss: 0.0310333 | val_loss: 0.0310768 | Time: 3108.49 ms [2021-03-25 09:23:25 main:574] : INFO : Epoch 1583 | loss: 0.0310292 | val_loss: 0.0310732 | Time: 3129.56 ms [2021-03-25 09:23:28 main:574] : INFO : Epoch 1584 | loss: 0.0310292 | val_loss: 0.0310691 | Time: 3140.81 ms [2021-03-25 09:23:31 main:574] : INFO : Epoch 1585 | loss: 0.0310266 | val_loss: 0.0310726 | Time: 3091.94 ms [2021-03-25 09:23:34 main:574] : INFO : Epoch 1586 | loss: 0.0310239 | val_loss: 0.0310705 | Time: 3098.4 ms [2021-03-25 09:23:38 main:574] : INFO : Epoch 1587 | loss: 0.0310241 | val_loss: 0.0310818 | Time: 3111.81 ms [2021-03-25 09:23:41 main:574] : INFO : Epoch 1588 | loss: 0.0310244 | val_loss: 0.0310726 | Time: 3107.7 ms [2021-03-25 09:23:44 main:574] : INFO : Epoch 1589 | loss: 0.031031 | val_loss: 0.0310774 | Time: 3126.19 ms [2021-03-25 09:23:47 main:574] : INFO : Epoch 1590 | loss: 0.0310333 | val_loss: 0.0310753 | Time: 3120.66 ms [2021-03-25 09:23:50 main:574] : INFO : Epoch 1591 | loss: 0.0310316 | val_loss: 0.0310757 | Time: 3110.5 ms [2021-03-25 09:23:53 main:574] : INFO : Epoch 1592 | loss: 0.0310302 | val_loss: 0.0310733 | Time: 3153.85 ms [2021-03-25 09:23:57 main:574] : INFO : Epoch 1593 | loss: 0.0310286 | val_loss: 0.0310815 | Time: 3123.17 ms [2021-03-25 09:24:00 main:574] : INFO : Epoch 1594 | loss: 0.031027 | val_loss: 0.0310773 | Time: 3127.88 ms [2021-03-25 09:24:03 main:574] : INFO : Epoch 1595 | loss: 0.0310239 | val_loss: 0.031081 | Time: 3118.03 ms [2021-03-25 09:24:06 main:574] : INFO : Epoch 1596 | loss: 0.0310261 | val_loss: 0.0310791 | Time: 3107.36 ms [2021-03-25 09:24:09 main:574] : INFO : Epoch 1597 | loss: 0.0310238 | val_loss: 0.0310815 | Time: 3134.56 ms [2021-03-25 09:24:12 main:574] : INFO : Epoch 1598 | loss: 0.0310277 | val_loss: 0.0310899 | Time: 3114.29 ms [2021-03-25 09:24:15 main:574] : INFO : Epoch 1599 | loss: 0.0310268 | val_loss: 0.0310725 | Time: 3121.82 ms [2021-03-25 09:24:19 main:574] : INFO : Epoch 1600 | loss: 0.0310233 | val_loss: 0.0310828 | Time: 3116.36 ms [2021-03-25 09:24:22 main:574] : INFO : Epoch 1601 | loss: 0.0310287 | val_loss: 0.0310771 | Time: 3094.75 ms [2021-03-25 09:24:25 main:574] : INFO : Epoch 1602 | loss: 0.0310393 | val_loss: 0.0310824 | Time: 3123.41 ms [2021-03-25 09:24:28 main:574] : INFO : Epoch 1603 | loss: 0.0310477 | val_loss: 0.0310744 | Time: 3116.28 ms [2021-03-25 09:24:31 main:574] : INFO : Epoch 1604 | loss: 0.0310398 | val_loss: 0.0310734 | Time: 3133.12 ms [2021-03-25 09:24:34 main:574] : INFO : Epoch 1605 | loss: 0.0310358 | val_loss: 0.0310731 | Time: 3105.22 ms [2021-03-25 09:24:37 main:574] : INFO : Epoch 1606 | loss: 0.0310329 | val_loss: 0.0310685 | Time: 3098.25 ms [2021-03-25 09:24:41 main:574] : INFO : Epoch 1607 | loss: 0.0310293 | val_loss: 0.0310653 | Time: 3129.52 ms [2021-03-25 09:24:44 main:574] : INFO : Epoch 1608 | loss: 0.0310261 | val_loss: 0.0310679 | Time: 3135.37 ms [2021-03-25 09:24:47 main:574] : INFO : Epoch 1609 | loss: 0.03105 | val_loss: 0.0310831 | Time: 3122.01 ms [2021-03-25 09:24:50 main:574] : INFO : Epoch 1610 | loss: 0.0310706 | val_loss: 0.0310844 | Time: 3150.97 ms [2021-03-25 09:24:53 main:574] : INFO : Epoch 1611 | loss: 0.0310626 | val_loss: 0.0310845 | Time: 3120.21 ms [2021-03-25 09:24:56 main:574] : INFO : Epoch 1612 | loss: 0.031056 | val_loss: 0.0310847 | Time: 3107.55 ms [2021-03-25 09:25:00 main:574] : INFO : Epoch 1613 | loss: 0.0310481 | val_loss: 0.031082 | Time: 3127.21 ms [2021-03-25 09:25:03 main:574] : INFO : Epoch 1614 | loss: 0.0310421 | val_loss: 0.0310813 | Time: 3131.84 ms [2021-03-25 09:25:06 main:574] : INFO : Epoch 1615 | loss: 0.031042 | val_loss: 0.0310694 | Time: 3122.61 ms [2021-03-25 09:25:09 main:574] : INFO : Epoch 1616 | loss: 0.0310402 | val_loss: 0.0310744 | Time: 3129.99 ms [2021-03-25 09:25:12 main:574] : INFO : Epoch 1617 | loss: 0.0310422 | val_loss: 0.0310854 | Time: 3092.43 ms [2021-03-25 09:25:15 main:574] : INFO : Epoch 1618 | loss: 0.0310424 | val_loss: 0.0310791 | Time: 3092.25 ms [2021-03-25 09:25:18 main:574] : INFO : Epoch 1619 | loss: 0.0310489 | val_loss: 0.0310822 | Time: 3126.71 ms [2021-03-25 09:25:22 main:574] : INFO : Epoch 1620 | loss: 0.0310529 | val_loss: 0.0310842 | Time: 3105.65 ms [2021-03-25 09:25:25 main:574] : INFO : Epoch 1621 | loss: 0.0310446 | val_loss: 0.031086 | Time: 3144.09 ms [2021-03-25 09:25:28 main:574] : INFO : Epoch 1622 | loss: 0.0310445 | val_loss: 0.0310804 | Time: 3136.41 ms [2021-03-25 09:25:31 main:574] : INFO : Epoch 1623 | loss: 0.0310413 | val_loss: 0.0310768 | Time: 3102.77 ms [2021-03-25 09:25:34 main:574] : INFO : Epoch 1624 | loss: 0.0310411 | val_loss: 0.0310744 | Time: 3109.48 ms [2021-03-25 09:25:37 main:574] : INFO : Epoch 1625 | loss: 0.0310397 | val_loss: 0.031079 | Time: 3129.28 ms [2021-03-25 09:25:40 main:574] : INFO : Epoch 1626 | loss: 0.0310357 | val_loss: 0.0310752 | Time: 3146.73 ms [2021-03-25 09:25:44 main:574] : INFO : Epoch 1627 | loss: 0.031037 | val_loss: 0.0310676 | Time: 3125.62 ms [2021-03-25 09:25:47 main:574] : INFO : Epoch 1628 | loss: 0.0310381 | val_loss: 0.0310811 | Time: 3111.64 ms [2021-03-25 09:25:50 main:574] : INFO : Epoch 1629 | loss: 0.0310471 | val_loss: 0.0310818 | Time: 3155.67 ms [2021-03-25 09:25:53 main:574] : INFO : Epoch 1630 | loss: 0.03105 | val_loss: 0.0310968 | Time: 3094.68 ms [2021-03-25 09:25:56 main:574] : INFO : Epoch 1631 | loss: 0.0310555 | val_loss: 0.0310886 | Time: 3144.87 ms [2021-03-25 09:25:59 main:574] : INFO : Epoch 1632 | loss: 0.0310577 | val_loss: 0.0310914 | Time: 3103.22 ms [2021-03-25 09:26:02 main:574] : INFO : Epoch 1633 | loss: 0.0310481 | val_loss: 0.0310868 | Time: 3073.92 ms [2021-03-25 09:26:06 main:574] : INFO : Epoch 1634 | loss: 0.031047 | val_loss: 0.0310813 | Time: 3096.11 ms [2021-03-25 09:26:09 main:574] : INFO : Epoch 1635 | loss: 0.0310462 | val_loss: 0.0310854 | Time: 3108.53 ms [2021-03-25 09:26:12 main:574] : INFO : Epoch 1636 | loss: 0.0310515 | val_loss: 0.031087 | Time: 3148.02 ms [2021-03-25 09:26:15 main:574] : INFO : Epoch 1637 | loss: 0.0310465 | val_loss: 0.0310804 | Time: 3129.27 ms [2021-03-25 09:26:18 main:574] : INFO : Epoch 1638 | loss: 0.031045 | val_loss: 0.0310856 | Time: 3128.16 ms [2021-03-25 09:26:21 main:574] : INFO : Epoch 1639 | loss: 0.0310426 | val_loss: 0.0310927 | Time: 3105.59 ms [2021-03-25 09:26:24 main:574] : INFO : Epoch 1640 | loss: 0.0310432 | val_loss: 0.0310731 | Time: 3103.59 ms [2021-03-25 09:26:28 main:574] : INFO : Epoch 1641 | loss: 0.0310433 | val_loss: 0.0310721 | Time: 3111.84 ms [2021-03-25 09:26:31 main:574] : INFO : Epoch 1642 | loss: 0.0310406 | val_loss: 0.0310826 | Time: 3083.82 ms [2021-03-25 09:26:34 main:574] : INFO : Epoch 1643 | loss: 0.0310377 | val_loss: 0.0310788 | Time: 3097.15 ms [2021-03-25 09:26:37 main:574] : INFO : Epoch 1644 | loss: 0.0310617 | val_loss: 0.0310919 | Time: 3113.96 ms [2021-03-25 09:26:40 main:574] : INFO : Epoch 1645 | loss: 0.0310674 | val_loss: 0.0310875 | Time: 3118.47 ms [2021-03-25 09:26:43 main:574] : INFO : Epoch 1646 | loss: 0.0310602 | val_loss: 0.0310914 | Time: 3113.33 ms [2021-03-25 09:26:46 main:574] : INFO : Epoch 1647 | loss: 0.0310592 | val_loss: 0.0311008 | Time: 3104.41 ms [2021-03-25 09:26:49 main:574] : INFO : Epoch 1648 | loss: 0.031062 | val_loss: 0.0311039 | Time: 3082.81 ms [2021-03-25 09:26:53 main:574] : INFO : Epoch 1649 | loss: 0.0310566 | val_loss: 0.0310795 | Time: 3085.86 ms [2021-03-25 09:26:56 main:574] : INFO : Epoch 1650 | loss: 0.0310509 | val_loss: 0.0310813 | Time: 3077.85 ms [2021-03-25 09:26:59 main:574] : INFO : Epoch 1651 | loss: 0.0310486 | val_loss: 0.0310807 | Time: 3127.15 ms [2021-03-25 09:27:02 main:574] : INFO : Epoch 1652 | loss: 0.0310459 | val_loss: 0.031078 | Time: 3113.48 ms [2021-03-25 09:27:05 main:574] : INFO : Epoch 1653 | loss: 0.0310499 | val_loss: 0.0310853 | Time: 3097.35 ms [2021-03-25 09:27:08 main:574] : INFO : Epoch 1654 | loss: 0.0310483 | val_loss: 0.0310832 | Time: 3103.22 ms [2021-03-25 09:27:11 main:574] : INFO : Epoch 1655 | loss: 0.0310466 | val_loss: 0.0310885 | Time: 3087.97 ms [2021-03-25 09:27:15 main:574] : INFO : Epoch 1656 | loss: 0.0310495 | val_loss: 0.0310862 | Time: 3117.73 ms [2021-03-25 09:27:18 main:574] : INFO : Epoch 1657 | loss: 0.0310556 | val_loss: 0.0310941 | Time: 3117.9 ms [2021-03-25 09:27:21 main:574] : INFO : Epoch 1658 | loss: 0.0310486 | val_loss: 0.031081 | Time: 3100.91 ms [2021-03-25 09:27:24 main:574] : INFO : Epoch 1659 | loss: 0.0310457 | val_loss: 0.0310863 | Time: 3129.63 ms [2021-03-25 09:27:27 main:574] : INFO : Epoch 1660 | loss: 0.0310481 | val_loss: 0.0310894 | Time: 3104.44 ms [2021-03-25 09:27:30 main:574] : INFO : Epoch 1661 | loss: 0.0310489 | val_loss: 0.0310797 | Time: 3121.47 ms [2021-03-25 09:27:33 main:574] : INFO : Epoch 1662 | loss: 0.0310415 | val_loss: 0.0310819 | Time: 3101.18 ms [2021-03-25 09:27:36 main:574] : INFO : Epoch 1663 | loss: 0.031043 | val_loss: 0.0310823 | Time: 3098.18 ms [2021-03-25 09:27:40 main:574] : INFO : Epoch 1664 | loss: 0.0310469 | val_loss: 0.0310784 | Time: 3111.62 ms [2021-03-25 09:27:43 main:574] : INFO : Epoch 1665 | loss: 0.0310474 | val_loss: 0.031081 | Time: 3098.97 ms [2021-03-25 09:27:46 main:574] : INFO : Epoch 1666 | loss: 0.0310447 | val_loss: 0.0310795 | Time: 3124.83 ms [2021-03-25 09:27:49 main:574] : INFO : Epoch 1667 | loss: 0.0310399 | val_loss: 0.0310919 | Time: 3118.11 ms [2021-03-25 09:27:52 main:574] : INFO : Epoch 1668 | loss: 0.0310846 | val_loss: 0.0311132 | Time: 3128.25 ms [2021-03-25 09:27:55 main:574] : INFO : Epoch 1669 | loss: 0.0310868 | val_loss: 0.0311219 | Time: 3131.85 ms [2021-03-25 09:27:59 main:574] : INFO : Epoch 1670 | loss: 0.0310862 | val_loss: 0.0311161 | Time: 3101.95 ms [2021-03-25 09:28:02 main:574] : INFO : Epoch 1671 | loss: 0.0310835 | val_loss: 0.0311207 | Time: 3100.73 ms [2021-03-25 09:28:05 main:574] : INFO : Epoch 1672 | loss: 0.0310812 | val_loss: 0.0311216 | Time: 3115.51 ms [2021-03-25 09:28:08 main:574] : INFO : Epoch 1673 | loss: 0.0310745 | val_loss: 0.0310989 | Time: 3125.13 ms [2021-03-25 09:28:11 main:574] : INFO : Epoch 1674 | loss: 0.031053 | val_loss: 0.0310897 | Time: 3119.56 ms [2021-03-25 09:28:14 main:574] : INFO : Epoch 1675 | loss: 0.031066 | val_loss: 0.0311069 | Time: 3110.8 ms [2021-03-25 09:28:17 main:574] : INFO : Epoch 1676 | loss: 0.0310667 | val_loss: 0.031099 | Time: 3089.81 ms [2021-03-25 09:28:20 main:574] : INFO : Epoch 1677 | loss: 0.031051 | val_loss: 0.0310831 | Time: 3078.38 ms [2021-03-25 09:28:24 main:574] : INFO : Epoch 1678 | loss: 0.0310465 | val_loss: 0.0310986 | Time: 3101.14 ms [2021-03-25 09:28:27 main:574] : INFO : Epoch 1679 | loss: 0.0310469 | val_loss: 0.0310863 | Time: 3090.77 ms [2021-03-25 09:28:30 main:574] : INFO : Epoch 1680 | loss: 0.0310442 | val_loss: 0.0310887 | Time: 3138.69 ms [2021-03-25 09:28:33 main:574] : INFO : Epoch 1681 | loss: 0.0310391 | val_loss: 0.0310793 | Time: 3111.72 ms [2021-03-25 09:28:36 main:574] : INFO : Epoch 1682 | loss: 0.0310391 | val_loss: 0.031089 | Time: 3130.46 ms [2021-03-25 09:28:39 main:574] : INFO : Epoch 1683 | loss: 0.0310362 | val_loss: 0.0310864 | Time: 3091.85 ms [2021-03-25 09:28:42 main:574] : INFO : Epoch 1684 | loss: 0.0310383 | val_loss: 0.0310947 | Time: 3120.57 ms [2021-03-25 09:28:46 main:574] : INFO : Epoch 1685 | loss: 0.031042 | val_loss: 0.0310887 | Time: 3141.52 ms [2021-03-25 09:28:49 main:574] : INFO : Epoch 1686 | loss: 0.0310389 | val_loss: 0.0310824 | Time: 3102.65 ms [2021-03-25 09:28:52 main:574] : INFO : Epoch 1687 | loss: 0.0310391 | val_loss: 0.0310863 | Time: 3081.52 ms [2021-03-25 09:28:55 main:574] : INFO : Epoch 1688 | loss: 0.0310421 | val_loss: 0.0310744 | Time: 3103.56 ms [2021-03-25 09:28:58 main:574] : INFO : Epoch 1689 | loss: 0.0310428 | val_loss: 0.0310766 | Time: 3103.73 ms [2021-03-25 09:29:01 main:574] : INFO : Epoch 1690 | loss: 0.0310378 | val_loss: 0.0310813 | Time: 3145.45 ms [2021-03-25 09:29:04 main:574] : INFO : Epoch 1691 | loss: 0.0310399 | val_loss: 0.03108 | Time: 3093.28 ms [2021-03-25 09:29:08 main:574] : INFO : Epoch 1692 | loss: 0.0310368 | val_loss: 0.0310788 | Time: 3118.64 ms [2021-03-25 09:29:11 main:574] : INFO : Epoch 1693 | loss: 0.0310378 | val_loss: 0.0310851 | Time: 3130.71 ms [2021-03-25 09:29:14 main:574] : INFO : Epoch 1694 | loss: 0.0310347 | val_loss: 0.031078 | Time: 3127.29 ms [2021-03-25 09:29:17 main:574] : INFO : Epoch 1695 | loss: 0.031031 | val_loss: 0.0310787 | Time: 3129.55 ms [2021-03-25 09:29:20 main:574] : INFO : Epoch 1696 | loss: 0.0310321 | val_loss: 0.0310871 | Time: 3137.94 ms [2021-03-25 09:29:23 main:574] : INFO : Epoch 1697 | loss: 0.0310308 | val_loss: 0.0310817 | Time: 3116.15 ms [2021-03-25 09:29:27 main:574] : INFO : Epoch 1698 | loss: 0.0310396 | val_loss: 0.0310885 | Time: 3121.85 ms [2021-03-25 09:29:30 main:574] : INFO : Epoch 1699 | loss: 0.0310322 | val_loss: 0.0310801 | Time: 3123.21 ms [2021-03-25 09:29:33 main:574] : INFO : Epoch 1700 | loss: 0.031033 | val_loss: 0.0310841 | Time: 3118.68 ms [2021-03-25 09:29:36 main:574] : INFO : Epoch 1701 | loss: 0.0310309 | val_loss: 0.0310842 | Time: 3116.64 ms [2021-03-25 09:29:39 main:574] : INFO : Epoch 1702 | loss: 0.0310308 | val_loss: 0.031081 | Time: 3102.95 ms [2021-03-25 09:29:42 main:574] : INFO : Epoch 1703 | loss: 0.0310291 | val_loss: 0.0310852 | Time: 3102.12 ms [2021-03-25 09:29:45 main:574] : INFO : Epoch 1704 | loss: 0.031033 | val_loss: 0.0310962 | Time: 3110.89 ms [2021-03-25 09:29:49 main:574] : INFO : Epoch 1705 | loss: 0.031034 | val_loss: 0.0310856 | Time: 3118.79 ms [2021-03-25 09:29:52 main:574] : INFO : Epoch 1706 | loss: 0.0310328 | val_loss: 0.0310803 | Time: 3137.4 ms [2021-03-25 09:29:55 main:574] : INFO : Epoch 1707 | loss: 0.0310292 | val_loss: 0.0310852 | Time: 3122.29 ms [2021-03-25 09:29:58 main:574] : INFO : Epoch 1708 | loss: 0.0310278 | val_loss: 0.0310743 | Time: 3101.23 ms [2021-03-25 09:30:01 main:574] : INFO : Epoch 1709 | loss: 0.0310347 | val_loss: 0.03109 | Time: 3122.59 ms [2021-03-25 09:30:04 main:574] : INFO : Epoch 1710 | loss: 0.0310319 | val_loss: 0.0310946 | Time: 3113.06 ms [2021-03-25 09:30:08 main:574] : INFO : Epoch 1711 | loss: 0.0310306 | val_loss: 0.0310874 | Time: 3133.98 ms [2021-03-25 09:30:11 main:574] : INFO : Epoch 1712 | loss: 0.0310516 | val_loss: 0.0310806 | Time: 3119.07 ms [2021-03-25 09:30:14 main:574] : INFO : Epoch 1713 | loss: 0.0310448 | val_loss: 0.0310845 | Time: 3094.84 ms [2021-03-25 09:30:17 main:574] : INFO : Epoch 1714 | loss: 0.0310438 | val_loss: 0.0310807 | Time: 3120.94 ms [2021-03-25 09:30:20 main:574] : INFO : Epoch 1715 | loss: 0.0310414 | val_loss: 0.0310775 | Time: 3136.83 ms [2021-03-25 09:30:23 main:574] : INFO : Epoch 1716 | loss: 0.0310656 | val_loss: 0.0311105 | Time: 3133.97 ms [2021-03-25 09:30:26 main:574] : INFO : Epoch 1717 | loss: 0.0310821 | val_loss: 0.0311015 | Time: 3125.56 ms [2021-03-25 09:30:30 main:574] : INFO : Epoch 1718 | loss: 0.0310929 | val_loss: 0.0311277 | Time: 3089.96 ms [2021-03-25 09:30:33 main:574] : INFO : Epoch 1719 | loss: 0.0311061 | val_loss: 0.0311152 | Time: 3124.07 ms [2021-03-25 09:30:36 main:574] : INFO : Epoch 1720 | loss: 0.0311091 | val_loss: 0.0311147 | Time: 3105.3 ms [2021-03-25 09:30:39 main:574] : INFO : Epoch 1721 | loss: 0.0311062 | val_loss: 0.0311306 | Time: 3122.35 ms [2021-03-25 09:30:42 main:574] : INFO : Epoch 1722 | loss: 0.031124 | val_loss: 0.0311401 | Time: 3101.69 ms [2021-03-25 09:30:45 main:574] : INFO : Epoch 1723 | loss: 0.0311378 | val_loss: 0.0311399 | Time: 3103.67 ms [2021-03-25 09:30:48 main:574] : INFO : Epoch 1724 | loss: 0.0311289 | val_loss: 0.031138 | Time: 3103.51 ms [2021-03-25 09:30:52 main:574] : INFO : Epoch 1725 | loss: 0.0311205 | val_loss: 0.0311359 | Time: 3093.65 ms [2021-03-25 09:30:55 main:574] : INFO : Epoch 1726 | loss: 0.0311126 | val_loss: 0.0311231 | Time: 3116.53 ms [2021-03-25 09:30:58 main:574] : INFO : Epoch 1727 | loss: 0.0311088 | val_loss: 0.0311212 | Time: 3108.18 ms [2021-03-25 09:31:01 main:574] : INFO : Epoch 1728 | loss: 0.0311091 | val_loss: 0.0311174 | Time: 3101.3 ms [2021-03-25 09:31:04 main:574] : INFO : Epoch 1729 | loss: 0.0311059 | val_loss: 0.0311175 | Time: 3111.31 ms [2021-03-25 09:31:07 main:574] : INFO : Epoch 1730 | loss: 0.0311023 | val_loss: 0.0311136 | Time: 3093.63 ms [2021-03-25 09:31:10 main:574] : INFO : Epoch 1731 | loss: 0.0310999 | val_loss: 0.0311037 | Time: 3113.87 ms [2021-03-25 09:31:14 main:574] : INFO : Epoch 1732 | loss: 0.0310962 | val_loss: 0.0311111 | Time: 3093.69 ms [2021-03-25 09:31:17 main:574] : INFO : Epoch 1733 | loss: 0.0311022 | val_loss: 0.0311314 | Time: 3102.1 ms [2021-03-25 09:31:20 main:574] : INFO : Epoch 1734 | loss: 0.0311048 | val_loss: 0.0311336 | Time: 3097.21 ms [2021-03-25 09:31:23 main:574] : INFO : Epoch 1735 | loss: 0.0311022 | val_loss: 0.031126 | Time: 3116.12 ms [2021-03-25 09:31:26 main:574] : INFO : Epoch 1736 | loss: 0.031101 | val_loss: 0.0311226 | Time: 3095.39 ms [2021-03-25 09:31:29 main:574] : INFO : Epoch 1737 | loss: 0.0311011 | val_loss: 0.0311287 | Time: 3114.45 ms [2021-03-25 09:31:32 main:574] : INFO : Epoch 1738 | loss: 0.0310991 | val_loss: 0.0311305 | Time: 3098.14 ms [2021-03-25 09:31:36 main:574] : INFO : Epoch 1739 | loss: 0.031097 | val_loss: 0.0311214 | Time: 3107.22 ms [2021-03-25 09:31:39 main:574] : INFO : Epoch 1740 | loss: 0.0310896 | val_loss: 0.0311136 | Time: 3120.25 ms [2021-03-25 09:31:42 main:574] : INFO : Epoch 1741 | loss: 0.0310834 | val_loss: 0.0311016 | Time: 3118.87 ms [2021-03-25 09:31:45 main:574] : INFO : Epoch 1742 | loss: 0.031077 | val_loss: 0.0311068 | Time: 3096.93 ms [2021-03-25 09:31:48 main:574] : INFO : Epoch 1743 | loss: 0.031076 | val_loss: 0.0310964 | Time: 3088.02 ms [2021-03-25 09:31:51 main:574] : INFO : Epoch 1744 | loss: 0.0310754 | val_loss: 0.0310951 | Time: 3123.93 ms [2021-03-25 09:31:54 main:574] : INFO : Epoch 1745 | loss: 0.0310718 | val_loss: 0.0310948 | Time: 3102.89 ms [2021-03-25 09:31:57 main:574] : INFO : Epoch 1746 | loss: 0.0310682 | val_loss: 0.0310993 | Time: 3101.6 ms [2021-03-25 09:32:01 main:574] : INFO : Epoch 1747 | loss: 0.0310671 | val_loss: 0.031094 | Time: 3103.55 ms [2021-03-25 09:32:04 main:574] : INFO : Epoch 1748 | loss: 0.0310667 | val_loss: 0.0310967 | Time: 3111.1 ms [2021-03-25 09:32:07 main:574] : INFO : Epoch 1749 | loss: 0.0310695 | val_loss: 0.0311032 | Time: 3126.65 ms [2021-03-25 09:32:10 main:574] : INFO : Epoch 1750 | loss: 0.0310696 | val_loss: 0.0310935 | Time: 3089.63 ms [2021-03-25 09:32:13 main:574] : INFO : Epoch 1751 | loss: 0.0310732 | val_loss: 0.0311013 | Time: 3101.86 ms [2021-03-25 09:32:16 main:574] : INFO : Epoch 1752 | loss: 0.0310773 | val_loss: 0.0311057 | Time: 3123.27 ms [2021-03-25 09:32:19 main:574] : INFO : Epoch 1753 | loss: 0.0310964 | val_loss: 0.0311239 | Time: 3109.12 ms [2021-03-25 09:32:23 main:574] : INFO : Epoch 1754 | loss: 0.0310957 | val_loss: 0.0311287 | Time: 3093.96 ms [2021-03-25 09:32:26 main:574] : INFO : Epoch 1755 | loss: 0.031095 | val_loss: 0.0311222 | Time: 3125.38 ms [2021-03-25 09:32:29 main:574] : INFO : Epoch 1756 | loss: 0.0310921 | val_loss: 0.0311187 | Time: 3104.77 ms [2021-03-25 09:32:32 main:574] : INFO : Epoch 1757 | loss: 0.0310899 | val_loss: 0.0311214 | Time: 3120.05 ms [2021-03-25 09:32:35 main:574] : INFO : Epoch 1758 | loss: 0.031091 | val_loss: 0.0311167 | Time: 3065.29 ms [2021-03-25 09:32:38 main:574] : INFO : Epoch 1759 | loss: 0.0310935 | val_loss: 0.0311135 | Time: 3127.23 ms [2021-03-25 09:32:41 main:574] : INFO : Epoch 1760 | loss: 0.0310888 | val_loss: 0.0311009 | Time: 3100.43 ms [2021-03-25 09:32:45 main:574] : INFO : Epoch 1761 | loss: 0.0310831 | val_loss: 0.0310953 | Time: 3083.13 ms [2021-03-25 09:32:48 main:574] : INFO : Epoch 1762 | loss: 0.0310801 | val_loss: 0.0310926 | Time: 3115.92 ms [2021-03-25 09:32:51 main:574] : INFO : Epoch 1763 | loss: 0.0310744 | val_loss: 0.0310898 | Time: 3124.43 ms [2021-03-25 09:32:54 main:574] : INFO : Epoch 1764 | loss: 0.0310714 | val_loss: 0.0310859 | Time: 3105.72 ms [2021-03-25 09:32:57 main:574] : INFO : Epoch 1765 | loss: 0.0310691 | val_loss: 0.031087 | Time: 3100.87 ms [2021-03-25 09:33:00 main:574] : INFO : Epoch 1766 | loss: 0.0310695 | val_loss: 0.0310829 | Time: 3109.09 ms [2021-03-25 09:33:03 main:574] : INFO : Epoch 1767 | loss: 0.031065 | val_loss: 0.0310847 | Time: 3094.04 ms [2021-03-25 09:33:07 main:574] : INFO : Epoch 1768 | loss: 0.0310638 | val_loss: 0.0310862 | Time: 3128.52 ms [2021-03-25 09:33:10 main:574] : INFO : Epoch 1769 | loss: 0.031062 | val_loss: 0.0310812 | Time: 3099.99 ms [2021-03-25 09:33:13 main:574] : INFO : Epoch 1770 | loss: 0.0310614 | val_loss: 0.031079 | Time: 3119.9 ms [2021-03-25 09:33:16 main:574] : INFO : Epoch 1771 | loss: 0.0310632 | val_loss: 0.0310832 | Time: 3087.52 ms [2021-03-25 09:33:19 main:574] : INFO : Epoch 1772 | loss: 0.0310626 | val_loss: 0.0310812 | Time: 3102.92 ms [2021-03-25 09:33:22 main:574] : INFO : Epoch 1773 | loss: 0.0310625 | val_loss: 0.0310866 | Time: 3113.58 ms [2021-03-25 09:33:25 main:574] : INFO : Epoch 1774 | loss: 0.0310633 | val_loss: 0.0310888 | Time: 3092.6 ms [2021-03-25 09:33:28 main:574] : INFO : Epoch 1775 | loss: 0.0310704 | val_loss: 0.0310935 | Time: 3095.5 ms [2021-03-25 09:33:32 main:574] : INFO : Epoch 1776 | loss: 0.0310684 | val_loss: 0.0310842 | Time: 3121.74 ms [2021-03-25 09:33:35 main:574] : INFO : Epoch 1777 | loss: 0.031062 | val_loss: 0.0310831 | Time: 3119.55 ms [2021-03-25 09:33:38 main:574] : INFO : Epoch 1778 | loss: 0.0310595 | val_loss: 0.0310864 | Time: 3143.6 ms [2021-03-25 09:33:41 main:574] : INFO : Epoch 1779 | loss: 0.0310595 | val_loss: 0.0310818 | Time: 3126.39 ms [2021-03-25 09:33:44 main:574] : INFO : Epoch 1780 | loss: 0.0310566 | val_loss: 0.0310838 | Time: 3142.9 ms [2021-03-25 09:33:47 main:574] : INFO : Epoch 1781 | loss: 0.0310556 | val_loss: 0.0310793 | Time: 3138.52 ms [2021-03-25 09:33:51 main:574] : INFO : Epoch 1782 | loss: 0.0310537 | val_loss: 0.0310822 | Time: 3102.23 ms [2021-03-25 09:33:54 main:574] : INFO : Epoch 1783 | loss: 0.0310536 | val_loss: 0.0310841 | Time: 3124.88 ms [2021-03-25 09:33:57 main:574] : INFO : Epoch 1784 | loss: 0.0310538 | val_loss: 0.0310808 | Time: 3104.87 ms [2021-03-25 09:34:00 main:574] : INFO : Epoch 1785 | loss: 0.0310526 | val_loss: 0.0310833 | Time: 3118.7 ms [2021-03-25 09:34:03 main:574] : INFO : Epoch 1786 | loss: 0.0310537 | val_loss: 0.0310849 | Time: 3122.75 ms [2021-03-25 09:34:06 main:574] : INFO : Epoch 1787 | loss: 0.0310501 | val_loss: 0.0310821 | Time: 3112.91 ms [2021-03-25 09:34:09 main:574] : INFO : Epoch 1788 | loss: 0.0310502 | val_loss: 0.0310871 | Time: 3100.75 ms [2021-03-25 09:34:13 main:574] : INFO : Epoch 1789 | loss: 0.0310483 | val_loss: 0.0310842 | Time: 3142.21 ms [2021-03-25 09:34:16 main:574] : INFO : Epoch 1790 | loss: 0.0310483 | val_loss: 0.0310848 | Time: 3117.61 ms [2021-03-25 09:34:19 main:574] : INFO : Epoch 1791 | loss: 0.0310479 | val_loss: 0.0310869 | Time: 3138.15 ms [2021-03-25 09:34:22 main:574] : INFO : Epoch 1792 | loss: 0.0310483 | val_loss: 0.031089 | Time: 3125.21 ms [2021-03-25 09:34:25 main:574] : INFO : Epoch 1793 | loss: 0.0310488 | val_loss: 0.0310838 | Time: 3105.56 ms [2021-03-25 09:34:28 main:574] : INFO : Epoch 1794 | loss: 0.0310465 | val_loss: 0.0310849 | Time: 3108.26 ms [2021-03-25 09:34:31 main:574] : INFO : Epoch 1795 | loss: 0.031051 | val_loss: 0.0310827 | Time: 3131.02 ms [2021-03-25 09:34:35 main:574] : INFO : Epoch 1796 | loss: 0.0310558 | val_loss: 0.0310798 | Time: 3137.45 ms [2021-03-25 09:34:38 main:574] : INFO : Epoch 1797 | loss: 0.0310564 | val_loss: 0.0310791 | Time: 3123.47 ms [2021-03-25 09:34:41 main:574] : INFO : Epoch 1798 | loss: 0.0310533 | val_loss: 0.0310949 | Time: 3095.25 ms [2021-03-25 09:34:44 main:574] : INFO : Epoch 1799 | loss: 0.0310537 | val_loss: 0.0310815 | Time: 3100.55 ms [2021-03-25 09:34:47 main:574] : INFO : Epoch 1800 | loss: 0.0310492 | val_loss: 0.031091 | Time: 3114.77 ms [2021-03-25 09:34:50 main:574] : INFO : Epoch 1801 | loss: 0.0310466 | val_loss: 0.0310828 | Time: 3106.16 ms [2021-03-25 09:34:53 main:574] : INFO : Epoch 1802 | loss: 0.0310454 | val_loss: 0.0310834 | Time: 3107.43 ms [2021-03-25 09:34:57 main:574] : INFO : Epoch 1803 | loss: 0.0310466 | val_loss: 0.0310758 | Time: 3085.3 ms [2021-03-25 09:35:00 main:574] : INFO : Epoch 1804 | loss: 0.0310518 | val_loss: 0.0310805 | Time: 3103.21 ms [2021-03-25 09:35:03 main:574] : INFO : Epoch 1805 | loss: 0.0310518 | val_loss: 0.0310938 | Time: 3115.46 ms [2021-03-25 09:35:06 main:574] : INFO : Epoch 1806 | loss: 0.03105 | val_loss: 0.0310796 | Time: 3089.84 ms [2021-03-25 09:35:09 main:574] : INFO : Epoch 1807 | loss: 0.0310482 | val_loss: 0.0310859 | Time: 3101.87 ms [2021-03-25 09:35:12 main:574] : INFO : Epoch 1808 | loss: 0.0310462 | val_loss: 0.031081 | Time: 3113.51 ms [2021-03-25 09:35:15 main:574] : INFO : Epoch 1809 | loss: 0.0310465 | val_loss: 0.0310788 | Time: 3098.75 ms [2021-03-25 09:35:19 main:574] : INFO : Epoch 1810 | loss: 0.0310456 | val_loss: 0.0310804 | Time: 3144.47 ms [2021-03-25 09:35:22 main:574] : INFO : Epoch 1811 | loss: 0.031043 | val_loss: 0.0310803 | Time: 3094.51 ms [2021-03-25 09:35:25 main:574] : INFO : Epoch 1812 | loss: 0.0310479 | val_loss: 0.0310778 | Time: 3128.64 ms [2021-03-25 09:35:28 main:574] : INFO : Epoch 1813 | loss: 0.031047 | val_loss: 0.0310788 | Time: 3106.97 ms [2021-03-25 09:35:31 main:574] : INFO : Epoch 1814 | loss: 0.031045 | val_loss: 0.0310819 | Time: 3095.98 ms [2021-03-25 09:35:34 main:574] : INFO : Epoch 1815 | loss: 0.0310444 | val_loss: 0.0310757 | Time: 3110.71 ms [2021-03-25 09:35:37 main:574] : INFO : Epoch 1816 | loss: 0.0310417 | val_loss: 0.0310728 | Time: 3111.73 ms [2021-03-25 09:35:40 main:574] : INFO : Epoch 1817 | loss: 0.0310438 | val_loss: 0.0310816 | Time: 3119.88 ms [2021-03-25 09:35:44 main:574] : INFO : Epoch 1818 | loss: 0.0310412 | val_loss: 0.0310765 | Time: 3114.92 ms [2021-03-25 09:35:47 main:574] : INFO : Epoch 1819 | loss: 0.0310428 | val_loss: 0.0310817 | Time: 3098.99 ms [2021-03-25 09:35:50 main:574] : INFO : Epoch 1820 | loss: 0.0310413 | val_loss: 0.0310763 | Time: 3140.85 ms [2021-03-25 09:35:53 main:574] : INFO : Epoch 1821 | loss: 0.0310504 | val_loss: 0.0310891 | Time: 3087.17 ms [2021-03-25 09:35:56 main:574] : INFO : Epoch 1822 | loss: 0.0310729 | val_loss: 0.0310977 | Time: 3130.13 ms [2021-03-25 09:35:59 main:574] : INFO : Epoch 1823 | loss: 0.0378754 | val_loss: 0.0317693 | Time: 3100.05 ms [2021-03-25 09:36:02 main:574] : INFO : Epoch 1824 | loss: 0.059097 | val_loss: 0.0425187 | Time: 3123.97 ms [2021-03-25 09:36:06 main:574] : INFO : Epoch 1825 | loss: 0.044882 | val_loss: 0.032666 | Time: 3121.87 ms [2021-03-25 09:36:09 main:574] : INFO : Epoch 1826 | loss: 0.0319674 | val_loss: 0.0317728 | Time: 3098.56 ms [2021-03-25 09:36:12 main:574] : INFO : Epoch 1827 | loss: 0.0314367 | val_loss: 0.0313418 | Time: 3110.7 ms [2021-03-25 09:36:15 main:574] : INFO : Epoch 1828 | loss: 0.0313013 | val_loss: 0.0312768 | Time: 3107.08 ms [2021-03-25 09:36:18 main:574] : INFO : Epoch 1829 | loss: 0.0312696 | val_loss: 0.0312622 | Time: 3131.81 ms [2021-03-25 09:36:21 main:574] : INFO : Epoch 1830 | loss: 0.0312564 | val_loss: 0.0312518 | Time: 3160.37 ms [2021-03-25 09:36:25 main:574] : INFO : Epoch 1831 | loss: 0.0312472 | val_loss: 0.031245 | Time: 3140.9 ms [2021-03-25 09:36:28 main:574] : INFO : Epoch 1832 | loss: 0.031242 | val_loss: 0.0312409 | Time: 3125.3 ms [2021-03-25 09:36:31 main:574] : INFO : Epoch 1833 | loss: 0.0312386 | val_loss: 0.031238 | Time: 3114.34 ms [2021-03-25 09:36:34 main:574] : INFO : Epoch 1834 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 3113.87 ms [2021-03-25 09:36:37 main:574] : INFO : Epoch 1835 | loss: 0.0312327 | val_loss: 0.0312316 | Time: 3104.72 ms [2021-03-25 09:36:40 main:574] : INFO : Epoch 1836 | loss: 0.031229 | val_loss: 0.0312283 | Time: 3124.65 ms [2021-03-25 09:36:44 main:574] : INFO : Epoch 1837 | loss: 0.0312254 | val_loss: 0.031224 | Time: 3129.45 ms [2021-03-25 09:36:47 main:574] : INFO : Epoch 1838 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 3131.41 ms [2021-03-25 09:36:50 main:574] : INFO : Epoch 1839 | loss: 0.0312182 | val_loss: 0.0312175 | Time: 3121.78 ms [2021-03-25 09:36:53 main:574] : INFO : Epoch 1840 | loss: 0.031216 | val_loss: 0.0312153 | Time: 3132.99 ms [2021-03-25 09:36:56 main:574] : INFO : Epoch 1841 | loss: 0.031214 | val_loss: 0.0312133 | Time: 3147.2 ms [2021-03-25 09:36:59 main:574] : INFO : Epoch 1842 | loss: 0.0312116 | val_loss: 0.0312112 | Time: 3124.82 ms [2021-03-25 09:37:03 main:574] : INFO : Epoch 1843 | loss: 0.0312099 | val_loss: 0.0312093 | Time: 3114.14 ms [2021-03-25 09:37:06 main:574] : INFO : Epoch 1844 | loss: 0.031208 | val_loss: 0.0312075 | Time: 3105.89 ms [2021-03-25 09:37:09 main:574] : INFO : Epoch 1845 | loss: 0.0312063 | val_loss: 0.0312059 | Time: 3121.15 ms [2021-03-25 09:37:12 main:574] : INFO : Epoch 1846 | loss: 0.031205 | val_loss: 0.0312044 | Time: 3103.88 ms [2021-03-25 09:37:15 main:574] : INFO : Epoch 1847 | loss: 0.0312031 | val_loss: 0.0312029 | Time: 3101.28 ms [2021-03-25 09:37:18 main:574] : INFO : Epoch 1848 | loss: 0.0312015 | val_loss: 0.0312015 | Time: 3097.61 ms [2021-03-25 09:37:21 main:574] : INFO : Epoch 1849 | loss: 0.0312003 | val_loss: 0.0312003 | Time: 3106.89 ms [2021-03-25 09:37:25 main:574] : INFO : Epoch 1850 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 3108.31 ms [2021-03-25 09:37:28 main:574] : INFO : Epoch 1851 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 3094.21 ms [2021-03-25 09:37:31 main:574] : INFO : Epoch 1852 | loss: 0.0311974 | val_loss: 0.0311978 | Time: 3138.7 ms [2021-03-25 09:37:34 main:574] : INFO : Epoch 1853 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 3130.6 ms [2021-03-25 09:37:37 main:574] : INFO : Epoch 1854 | loss: 0.0311962 | val_loss: 0.0311969 | Time: 3133.75 ms [2021-03-25 09:37:40 main:574] : INFO : Epoch 1855 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 3129.87 ms [2021-03-25 09:37:43 main:574] : INFO : Epoch 1856 | loss: 0.0311958 | val_loss: 0.0311964 | Time: 3121.29 ms [2021-03-25 09:37:47 main:574] : INFO : Epoch 1857 | loss: 0.0311952 | val_loss: 0.0311965 | Time: 3126.55 ms [2021-03-25 09:37:50 main:574] : INFO : Epoch 1858 | loss: 0.0311951 | val_loss: 0.031196 | Time: 3137.07 ms [2021-03-25 09:37:53 main:574] : INFO : Epoch 1859 | loss: 0.0311949 | val_loss: 0.0311958 | Time: 3110.01 ms [2021-03-25 09:37:56 main:574] : INFO : Epoch 1860 | loss: 0.0311947 | val_loss: 0.0311959 | Time: 3134.01 ms [2021-03-25 09:37:59 main:574] : INFO : Epoch 1861 | loss: 0.0311948 | val_loss: 0.0311958 | Time: 3109.51 ms [2021-03-25 09:38:02 main:574] : INFO : Epoch 1862 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 3135.59 ms [2021-03-25 09:38:06 main:574] : INFO : Epoch 1863 | loss: 0.031194 | val_loss: 0.0311952 | Time: 3117.32 ms [2021-03-25 09:38:09 main:574] : INFO : Epoch 1864 | loss: 0.0311939 | val_loss: 0.031195 | Time: 3119.12 ms [2021-03-25 09:38:12 main:574] : INFO : Epoch 1865 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 3098.06 ms [2021-03-25 09:38:15 main:574] : INFO : Epoch 1866 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 3110.07 ms [2021-03-25 09:38:18 main:574] : INFO : Epoch 1867 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 3096.03 ms [2021-03-25 09:38:21 main:574] : INFO : Epoch 1868 | loss: 0.0311934 | val_loss: 0.0311941 | Time: 3098.97 ms [2021-03-25 09:38:24 main:574] : INFO : Epoch 1869 | loss: 0.0311936 | val_loss: 0.0311954 | Time: 3073.2 ms [2021-03-25 09:38:27 main:574] : INFO : Epoch 1870 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 3113.66 ms [2021-03-25 09:38:31 main:574] : INFO : Epoch 1871 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 3131.35 ms [2021-03-25 09:38:34 main:574] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 3113.99 ms [2021-03-25 09:38:37 main:574] : INFO : Epoch 1873 | loss: 0.0311928 | val_loss: 0.031193 | Time: 3104.2 ms [2021-03-25 09:38:40 main:574] : INFO : Epoch 1874 | loss: 0.0311922 | val_loss: 0.0311929 | Time: 3116.35 ms [2021-03-25 09:38:43 main:574] : INFO : Epoch 1875 | loss: 0.0311918 | val_loss: 0.0311926 | Time: 3089.23 ms [2021-03-25 09:38:46 main:574] : INFO : Epoch 1876 | loss: 0.0311918 | val_loss: 0.0311926 | Time: 3092.75 ms [2021-03-25 09:38:49 main:574] : INFO : Epoch 1877 | loss: 0.0311914 | val_loss: 0.031192 | Time: 3070.08 ms [2021-03-25 09:38:53 main:574] : INFO : Epoch 1878 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 3095.63 ms [2021-03-25 09:38:56 main:574] : INFO : Epoch 1879 | loss: 0.0311912 | val_loss: 0.031192 | Time: 3131.77 ms [2021-03-25 09:38:59 main:574] : INFO : Epoch 1880 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 3098.87 ms [2021-03-25 09:39:02 main:574] : INFO : Epoch 1881 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 3097.72 ms [2021-03-25 09:39:05 main:574] : INFO : Epoch 1882 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 3119.24 ms [2021-03-25 09:39:08 main:574] : INFO : Epoch 1883 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 3094.15 ms [2021-03-25 09:39:11 main:574] : INFO : Epoch 1884 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 3105.69 ms [2021-03-25 09:39:15 main:574] : INFO : Epoch 1885 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 3103.65 ms [2021-03-25 09:39:18 main:574] : INFO : Epoch 1886 | loss: 0.0311903 | val_loss: 0.0311912 | Time: 3116.53 ms [2021-03-25 09:39:21 main:574] : INFO : Epoch 1887 | loss: 0.0311904 | val_loss: 0.031191 | Time: 3126.51 ms [2021-03-25 09:39:24 main:574] : INFO : Epoch 1888 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 3105.38 ms [2021-03-25 09:39:27 main:574] : INFO : Epoch 1889 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 3084.98 ms [2021-03-25 09:39:30 main:574] : INFO : Epoch 1890 | loss: 0.0311899 | val_loss: 0.0311909 | Time: 3130.31 ms [2021-03-25 09:39:33 main:574] : INFO : Epoch 1891 | loss: 0.0311899 | val_loss: 0.0311909 | Time: 3098.25 ms [2021-03-25 09:39:36 main:574] : INFO : Epoch 1892 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 3109.21 ms [2021-03-25 09:39:40 main:574] : INFO : Epoch 1893 | loss: 0.03119 | val_loss: 0.0311916 | Time: 3112.28 ms [2021-03-25 09:39:43 main:574] : INFO : Epoch 1894 | loss: 0.03119 | val_loss: 0.0311911 | Time: 3103.35 ms [2021-03-25 09:39:46 main:574] : INFO : Epoch 1895 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 3100.43 ms [2021-03-25 09:39:49 main:574] : INFO : Epoch 1896 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 3106.98 ms [2021-03-25 09:39:52 main:574] : INFO : Epoch 1897 | loss: 0.0311896 | val_loss: 0.0311908 | Time: 3115.36 ms [2021-03-25 09:39:55 main:574] : INFO : Epoch 1898 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 3093.94 ms [2021-03-25 09:39:58 main:574] : INFO : Epoch 1899 | loss: 0.0311893 | val_loss: 0.0311912 | Time: 3130.14 ms [2021-03-25 09:40:02 main:574] : INFO : Epoch 1900 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 3115.15 ms [2021-03-25 09:40:05 main:574] : INFO : Epoch 1901 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 3121.39 ms [2021-03-25 09:40:08 main:574] : INFO : Epoch 1902 | loss: 0.0311893 | val_loss: 0.0311909 | Time: 3079.72 ms [2021-03-25 09:40:11 main:574] : INFO : Epoch 1903 | loss: 0.0311895 | val_loss: 0.0311906 | Time: 3100.66 ms [2021-03-25 09:40:14 main:574] : INFO : Epoch 1904 | loss: 0.0311896 | val_loss: 0.0311911 | Time: 3128.52 ms [2021-03-25 09:40:17 main:574] : INFO : Epoch 1905 | loss: 0.0311901 | val_loss: 0.0311909 | Time: 3115.11 ms [2021-03-25 09:40:20 main:574] : INFO : Epoch 1906 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 3083.6 ms [2021-03-25 09:40:24 main:574] : INFO : Epoch 1907 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 3107.68 ms [2021-03-25 09:40:27 main:574] : INFO : Epoch 1908 | loss: 0.0311894 | val_loss: 0.0311912 | Time: 3124.03 ms [2021-03-25 09:40:30 main:574] : INFO : Epoch 1909 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 3124.92 ms [2021-03-25 09:40:33 main:574] : INFO : Epoch 1910 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 3109.17 ms [2021-03-25 09:40:36 main:574] : INFO : Epoch 1911 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 3074.64 ms [2021-03-25 09:40:39 main:574] : INFO : Epoch 1912 | loss: 0.0311895 | val_loss: 0.0311905 | Time: 3129.63 ms [2021-03-25 09:40:42 main:574] : INFO : Epoch 1913 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 3096.26 ms [2021-03-25 09:40:45 main:574] : INFO : Epoch 1914 | loss: 0.031189 | val_loss: 0.0311906 | Time: 3134.58 ms [2021-03-25 09:40:49 main:574] : INFO : Epoch 1915 | loss: 0.0311889 | val_loss: 0.0311904 | Time: 3126.72 ms [2021-03-25 09:40:52 main:574] : INFO : Epoch 1916 | loss: 0.0311889 | val_loss: 0.031191 | Time: 3095.41 ms [2021-03-25 09:40:55 main:574] : INFO : Epoch 1917 | loss: 0.0311891 | val_loss: 0.0311905 | Time: 3114.98 ms [2021-03-25 09:40:58 main:574] : INFO : Epoch 1918 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 3118.14 ms [2021-03-25 09:41:01 main:574] : INFO : Epoch 1919 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 3140.4 ms [2021-03-25 09:41:04 main:574] : INFO : Epoch 1920 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 3118.17 ms [2021-03-25 09:41:08 main:574] : INFO : Epoch 1921 | loss: 0.0311896 | val_loss: 0.0311906 | Time: 3125.69 ms [2021-03-25 09:41:11 main:574] : INFO : Epoch 1922 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 3109.83 ms [2021-03-25 09:41:14 main:574] : INFO : Epoch 1923 | loss: 0.031189 | val_loss: 0.0311902 | Time: 3112 ms [2021-03-25 09:41:17 main:574] : INFO : Epoch 1924 | loss: 0.0311885 | val_loss: 0.03119 | Time: 3098.97 ms [2021-03-25 09:41:20 main:574] : INFO : Epoch 1925 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 3107.95 ms [2021-03-25 09:41:23 main:574] : INFO : Epoch 1926 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 3130.22 ms [2021-03-25 09:41:26 main:574] : INFO : Epoch 1927 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 3117.25 ms [2021-03-25 09:41:29 main:574] : INFO : Epoch 1928 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 3112.93 ms [2021-03-25 09:41:33 main:574] : INFO : Epoch 1929 | loss: 0.0311848 | val_loss: 0.0311859 | Time: 3121.51 ms [2021-03-25 09:41:36 main:574] : INFO : Epoch 1930 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 3111.46 ms [2021-03-25 09:41:39 main:574] : INFO : Epoch 1931 | loss: 0.0311845 | val_loss: 0.0311863 | Time: 3130.02 ms [2021-03-25 09:41:42 main:574] : INFO : Epoch 1932 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 3088.47 ms [2021-03-25 09:41:45 main:574] : INFO : Epoch 1933 | loss: 0.0311843 | val_loss: 0.0311854 | Time: 3120.24 ms [2021-03-25 09:41:48 main:574] : INFO : Epoch 1934 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 3137.15 ms [2021-03-25 09:41:52 main:574] : INFO : Epoch 1935 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 3096.76 ms [2021-03-25 09:41:55 main:574] : INFO : Epoch 1936 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 3084.93 ms [2021-03-25 09:41:58 main:574] : INFO : Epoch 1937 | loss: 0.0311844 | val_loss: 0.031186 | Time: 3102.03 ms [2021-03-25 09:42:01 main:574] : INFO : Epoch 1938 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 3115.51 ms [2021-03-25 09:42:04 main:574] : INFO : Epoch 1939 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 3095.6 ms [2021-03-25 09:42:07 main:574] : INFO : Epoch 1940 | loss: 0.0311828 | val_loss: 0.0311829 | Time: 3114.56 ms [2021-03-25 09:42:10 main:574] : INFO : Epoch 1941 | loss: 0.031181 | val_loss: 0.0311816 | Time: 3103.75 ms [2021-03-25 09:42:13 main:574] : INFO : Epoch 1942 | loss: 0.03118 | val_loss: 0.0311806 | Time: 3119.35 ms [2021-03-25 09:42:17 main:574] : INFO : Epoch 1943 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 3113.8 ms [2021-03-25 09:42:20 main:574] : INFO : Epoch 1944 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 3114.06 ms [2021-03-25 09:42:23 main:574] : INFO : Epoch 1945 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 3106.85 ms [2021-03-25 09:42:26 main:574] : INFO : Epoch 1946 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 3113.92 ms [2021-03-25 09:42:29 main:574] : INFO : Epoch 1947 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 3101.31 ms [2021-03-25 09:42:32 main:574] : INFO : Epoch 1948 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 3113.74 ms [2021-03-25 09:42:35 main:574] : INFO : Epoch 1949 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 3077.24 ms [2021-03-25 09:42:39 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.0311762 | Time: 3110.74 ms [2021-03-25 09:42:42 main:574] : INFO : Epoch 1951 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 3124.07 ms [2021-03-25 09:42:45 main:574] : INFO : Epoch 1952 | loss: 0.0311743 | val_loss: 0.031176 | Time: 3131.8 ms [2021-03-25 09:42:48 main:574] : INFO : Epoch 1953 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 3123.88 ms [2021-03-25 09:42:51 main:574] : INFO : Epoch 1954 | loss: 0.031174 | val_loss: 0.0311759 | Time: 3116.45 ms [2021-03-25 09:42:54 main:574] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 3100.15 ms [2021-03-25 09:42:57 main:574] : INFO : Epoch 1956 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 3122.45 ms [2021-03-25 09:43:01 main:574] : INFO : Epoch 1957 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 3118.82 ms [2021-03-25 09:43:04 main:574] : INFO : Epoch 1958 | loss: 0.0311726 | val_loss: 0.031174 | Time: 3110.72 ms [2021-03-25 09:43:07 main:574] : INFO : Epoch 1959 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 3134.64 ms [2021-03-25 09:43:10 main:574] : INFO : Epoch 1960 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 3085.97 ms [2021-03-25 09:43:13 main:574] : INFO : Epoch 1961 | loss: 0.0311692 | val_loss: 0.0311688 | Time: 3121.05 ms [2021-03-25 09:43:16 main:574] : INFO : Epoch 1962 | loss: 0.0311678 | val_loss: 0.0311675 | Time: 3102.23 ms [2021-03-25 09:43:19 main:574] : INFO : Epoch 1963 | loss: 0.0311674 | val_loss: 0.0311669 | Time: 3092.04 ms [2021-03-25 09:43:23 main:574] : INFO : Epoch 1964 | loss: 0.0311665 | val_loss: 0.0311667 | Time: 3120.31 ms [2021-03-25 09:43:26 main:574] : INFO : Epoch 1965 | loss: 0.0311662 | val_loss: 0.0311667 | Time: 3108.98 ms [2021-03-25 09:43:29 main:574] : INFO : Epoch 1966 | loss: 0.031166 | val_loss: 0.0311673 | Time: 3125.93 ms [2021-03-25 09:43:32 main:574] : INFO : Epoch 1967 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 3133.31 ms [2021-03-25 09:43:35 main:574] : INFO : Epoch 1968 | loss: 0.0311653 | val_loss: 0.0311663 | Time: 3121.37 ms [2021-03-25 09:43:38 main:574] : INFO : Epoch 1969 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 3103.53 ms [2021-03-25 09:43:41 main:574] : INFO : Epoch 1970 | loss: 0.0311654 | val_loss: 0.031166 | Time: 3124.43 ms [2021-03-25 09:43:45 main:574] : INFO : Epoch 1971 | loss: 0.0311651 | val_loss: 0.0311666 | Time: 3121.15 ms [2021-03-25 09:43:48 main:574] : INFO : Epoch 1972 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 3130.28 ms [2021-03-25 09:43:51 main:574] : INFO : Epoch 1973 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 3125.18 ms [2021-03-25 09:43:54 main:574] : INFO : Epoch 1974 | loss: 0.0311651 | val_loss: 0.0311658 | Time: 3096.47 ms [2021-03-25 09:43:57 main:574] : INFO : Epoch 1975 | loss: 0.0311651 | val_loss: 0.0311659 | Time: 3114.59 ms [2021-03-25 09:44:00 main:574] : INFO : Epoch 1976 | loss: 0.0311649 | val_loss: 0.0311655 | Time: 3116.66 ms [2021-03-25 09:44:03 main:574] : INFO : Epoch 1977 | loss: 0.0311644 | val_loss: 0.0311659 | Time: 3120.84 ms [2021-03-25 09:44:07 main:574] : INFO : Epoch 1978 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 3136.12 ms [2021-03-25 09:44:10 main:574] : INFO : Epoch 1979 | loss: 0.0311649 | val_loss: 0.0311651 | Time: 3129.92 ms [2021-03-25 09:44:13 main:574] : INFO : Epoch 1980 | loss: 0.0311649 | val_loss: 0.0311652 | Time: 3104.87 ms [2021-03-25 09:44:16 main:574] : INFO : Epoch 1981 | loss: 0.0311646 | val_loss: 0.031165 | Time: 3111.3 ms [2021-03-25 09:44:19 main:574] : INFO : Epoch 1982 | loss: 0.0311643 | val_loss: 0.0311666 | Time: 3140.03 ms [2021-03-25 09:44:22 main:574] : INFO : Epoch 1983 | loss: 0.0311638 | val_loss: 0.0311652 | Time: 3117.73 ms [2021-03-25 09:44:25 main:574] : INFO : Epoch 1984 | loss: 0.0311648 | val_loss: 0.0311661 | Time: 3100.49 ms [2021-03-25 09:44:29 main:574] : INFO : Epoch 1985 | loss: 0.0311637 | val_loss: 0.0311652 | Time: 3116.95 ms [2021-03-25 09:44:32 main:574] : INFO : Epoch 1986 | loss: 0.0311635 | val_loss: 0.0311645 | Time: 3129.69 ms [2021-03-25 09:44:35 main:574] : INFO : Epoch 1987 | loss: 0.0311641 | val_loss: 0.0311643 | Time: 3108.98 ms [2021-03-25 09:44:38 main:574] : INFO : Epoch 1988 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 3091.37 ms [2021-03-25 09:44:41 main:574] : INFO : Epoch 1989 | loss: 0.0311639 | val_loss: 0.0311654 | Time: 3082.98 ms [2021-03-25 09:44:44 main:574] : INFO : Epoch 1990 | loss: 0.031163 | val_loss: 0.0311647 | Time: 3120.06 ms [2021-03-25 09:44:47 main:574] : INFO : Epoch 1991 | loss: 0.0311624 | val_loss: 0.0311647 | Time: 3110.74 ms [2021-03-25 09:44:51 main:574] : INFO : Epoch 1992 | loss: 0.031163 | val_loss: 0.0311644 | Time: 3097.88 ms [2021-03-25 09:44:54 main:574] : INFO : Epoch 1993 | loss: 0.031162 | val_loss: 0.0311654 | Time: 3092.44 ms [2021-03-25 09:44:57 main:574] : INFO : Epoch 1994 | loss: 0.0311625 | val_loss: 0.0311647 | Time: 3118.96 ms [2021-03-25 09:45:00 main:574] : INFO : Epoch 1995 | loss: 0.0311619 | val_loss: 0.0311645 | Time: 3113.18 ms [2021-03-25 09:45:03 main:574] : INFO : Epoch 1996 | loss: 0.0311618 | val_loss: 0.0311649 | Time: 3131.29 ms [2021-03-25 09:45:06 main:574] : INFO : Epoch 1997 | loss: 0.0311639 | val_loss: 0.0311643 | Time: 3128.99 ms [2021-03-25 09:45:10 main:574] : INFO : Epoch 1998 | loss: 0.0311622 | val_loss: 0.0311643 | Time: 3112.89 ms [2021-03-25 09:45:13 main:574] : INFO : Epoch 1999 | loss: 0.0311615 | val_loss: 0.0311652 | Time: 3103.89 ms [2021-03-25 09:45:16 main:574] : INFO : Epoch 2000 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 3109.91 ms [2021-03-25 09:45:19 main:574] : INFO : Epoch 2001 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 3147.3 ms [2021-03-25 09:45:22 main:574] : INFO : Epoch 2002 | loss: 0.0311618 | val_loss: 0.0311641 | Time: 3105.37 ms [2021-03-25 09:45:25 main:574] : INFO : Epoch 2003 | loss: 0.0311611 | val_loss: 0.0311653 | Time: 3100 ms [2021-03-25 09:45:28 main:574] : INFO : Epoch 2004 | loss: 0.0311613 | val_loss: 0.0311647 | Time: 3119.37 ms [2021-03-25 09:45:32 main:574] : INFO : Epoch 2005 | loss: 0.0311612 | val_loss: 0.0311638 | Time: 3119.11 ms [2021-03-25 09:45:35 main:574] : INFO : Epoch 2006 | loss: 0.031161 | val_loss: 0.0311645 | Time: 3103.64 ms [2021-03-25 09:45:38 main:574] : INFO : Epoch 2007 | loss: 0.0311606 | val_loss: 0.0311657 | Time: 3099.27 ms [2021-03-25 09:45:41 main:574] : INFO : Epoch 2008 | loss: 0.0311608 | val_loss: 0.0311666 | Time: 3112.64 ms [2021-03-25 09:45:44 main:574] : INFO : Epoch 2009 | loss: 0.0311612 | val_loss: 0.0311637 | Time: 3122.23 ms [2021-03-25 09:45:47 main:574] : INFO : Epoch 2010 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 3107.6 ms [2021-03-25 09:45:50 main:574] : INFO : Epoch 2011 | loss: 0.0311616 | val_loss: 0.0311673 | Time: 3126.1 ms [2021-03-25 09:45:54 main:574] : INFO : Epoch 2012 | loss: 0.031161 | val_loss: 0.0311635 | Time: 3102.75 ms [2021-03-25 09:45:57 main:574] : INFO : Epoch 2013 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 3092.89 ms [2021-03-25 09:46:00 main:574] : INFO : Epoch 2014 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 3105.16 ms [2021-03-25 09:46:03 main:574] : INFO : Epoch 2015 | loss: 0.0311631 | val_loss: 0.0311639 | Time: 3064.87 ms [2021-03-25 09:46:06 main:574] : INFO : Epoch 2016 | loss: 0.0311618 | val_loss: 0.0311632 | Time: 3101.78 ms [2021-03-25 09:46:09 main:574] : INFO : Epoch 2017 | loss: 0.0311642 | val_loss: 0.0311659 | Time: 3093.51 ms [2021-03-25 09:46:12 main:574] : INFO : Epoch 2018 | loss: 0.0311638 | val_loss: 0.0311629 | Time: 3082.79 ms [2021-03-25 09:46:15 main:574] : INFO : Epoch 2019 | loss: 0.0311626 | val_loss: 0.0311626 | Time: 3135.74 ms [2021-03-25 09:46:19 main:574] : INFO : Epoch 2020 | loss: 0.0311634 | val_loss: 0.0311634 | Time: 3119.69 ms [2021-03-25 09:46:22 main:574] : INFO : Epoch 2021 | loss: 0.0311604 | val_loss: 0.031162 | Time: 3090.02 ms [2021-03-25 09:46:25 main:574] : INFO : Epoch 2022 | loss: 0.0311574 | val_loss: 0.0311561 | Time: 3111.9 ms [2021-03-25 09:46:28 main:574] : INFO : Epoch 2023 | loss: 0.0311562 | val_loss: 0.0311542 | Time: 3095.11 ms [2021-03-25 09:46:31 main:574] : INFO : Epoch 2024 | loss: 0.0311542 | val_loss: 0.0311549 | Time: 3111.03 ms [2021-03-25 09:46:34 main:574] : INFO : Epoch 2025 | loss: 0.031154 | val_loss: 0.0311545 | Time: 3107.94 ms [2021-03-25 09:46:37 main:574] : INFO : Epoch 2026 | loss: 0.0311541 | val_loss: 0.031155 | Time: 3098.57 ms [2021-03-25 09:46:41 main:574] : INFO : Epoch 2027 | loss: 0.0311539 | val_loss: 0.0311595 | Time: 3124.49 ms [2021-03-25 09:46:44 main:574] : INFO : Epoch 2028 | loss: 0.0311576 | val_loss: 0.0311594 | Time: 3111.58 ms [2021-03-25 09:46:47 main:574] : INFO : Epoch 2029 | loss: 0.0311582 | val_loss: 0.0311591 | Time: 3108.39 ms [2021-03-25 09:46:50 main:574] : INFO : Epoch 2030 | loss: 0.0311555 | val_loss: 0.0311581 | Time: 3102.34 ms [2021-03-25 09:46:53 main:574] : INFO : Epoch 2031 | loss: 0.0311547 | val_loss: 0.0311576 | Time: 3127.91 ms [2021-03-25 09:46:56 main:574] : INFO : Epoch 2032 | loss: 0.0311555 | val_loss: 0.0311602 | Time: 3117.62 ms [2021-03-25 09:46:59 main:574] : INFO : Epoch 2033 | loss: 0.0311543 | val_loss: 0.0311552 | Time: 3099.63 ms [2021-03-25 09:47:02 main:574] : INFO : Epoch 2034 | loss: 0.0311532 | val_loss: 0.0311559 | Time: 3086.67 ms [2021-03-25 09:47:06 main:574] : INFO : Epoch 2035 | loss: 0.0311525 | val_loss: 0.0311561 | Time: 3137.28 ms [2021-03-25 09:47:09 main:574] : INFO : Epoch 2036 | loss: 0.031154 | val_loss: 0.0311536 | Time: 3106.51 ms [2021-03-25 09:47:12 main:574] : INFO : Epoch 2037 | loss: 0.0311529 | val_loss: 0.0311572 | Time: 3115.84 ms [2021-03-25 09:47:15 main:574] : INFO : Epoch 2038 | loss: 0.0311557 | val_loss: 0.0311591 | Time: 3124.63 ms [2021-03-25 09:47:18 main:574] : INFO : Epoch 2039 | loss: 0.0311556 | val_loss: 0.0311602 | Time: 3107.89 ms [2021-03-25 09:47:21 main:574] : INFO : Epoch 2040 | loss: 0.0311542 | val_loss: 0.0311568 | Time: 3130.36 ms [2021-03-25 09:47:24 main:574] : INFO : Epoch 2041 | loss: 0.0311529 | val_loss: 0.0311582 | Time: 3095.81 ms [2021-03-25 09:47:28 main:574] : INFO : Epoch 2042 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 3100.92 ms [2021-03-25 09:47:31 main:574] : INFO : Epoch 2043 | loss: 0.0311589 | val_loss: 0.0311575 | Time: 3104.46 ms [2021-03-25 09:47:34 main:574] : INFO : Epoch 2044 | loss: 0.0311528 | val_loss: 0.0311515 | Time: 3109.92 ms [2021-03-25 09:47:37 main:574] : INFO : Epoch 2045 | loss: 0.0311529 | val_loss: 0.0311521 | Time: 3075.11 ms [2021-03-25 09:47:40 main:574] : INFO : Epoch 2046 | loss: 0.031153 | val_loss: 0.0311534 | Time: 3082.83 ms [2021-03-25 09:47:43 main:574] : INFO : Epoch 2047 | loss: 0.0311532 | val_loss: 0.0311528 | Time: 3075.44 ms [2021-03-25 09:47:46 main:574] : INFO : Epoch 2048 | loss: 0.0311547 | val_loss: 0.0311537 | Time: 3097.38 ms [2021-03-25 09:47:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311537 [2021-03-25 09:47:46 main:603] : INFO : Saving end state to config to file [2021-03-25 09:47:46 main:608] : INFO : Success, exiting.. 09:47:46 (4084): 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)