Task 7588427
| Name | ParityModified-1631733667-31745-2_0 |
| Workunit | 5244863 |
| Created | 25 Sep 2021, 17:08:40 UTC |
| Sent | 27 Sep 2021, 20:59:46 UTC |
| Report deadline | 4 Oct 2021, 20:59:46 UTC |
| Received | 28 Sep 2021, 2:43:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 50 min 9 sec |
| CPU time | 2 hours 39 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 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: 0.0311089 | val_loss: 0.0311313 | Time: 5024.02 ms [2021-09-28 04:01:50 main:574] : INFO : Epoch 1543 | loss: 0.031107 | val_loss: 0.0311338 | Time: 4870.63 ms [2021-09-28 04:01:54 main:574] : INFO : Epoch 1544 | loss: 0.0311074 | val_loss: 0.0311345 | Time: 4902.41 ms [2021-09-28 04:01:59 main:574] : INFO : Epoch 1545 | loss: 0.0311058 | val_loss: 0.0311324 | Time: 4809.89 ms [2021-09-28 04:02:04 main:574] : INFO : Epoch 1546 | loss: 0.0311072 | val_loss: 0.0311418 | Time: 5264.85 ms [2021-09-28 04:02:09 main:574] : INFO : Epoch 1547 | loss: 0.0311082 | val_loss: 0.0311354 | Time: 5006.76 ms [2021-09-28 04:02:14 main:574] : INFO : Epoch 1548 | loss: 0.0311037 | val_loss: 0.0311327 | Time: 4785.49 ms [2021-09-28 04:02:19 main:574] : INFO : Epoch 1549 | loss: 0.0311021 | val_loss: 0.0311301 | Time: 4782.21 ms [2021-09-28 04:02:24 main:574] : INFO : Epoch 1550 | loss: 0.0310999 | val_loss: 0.0311319 | Time: 4720.45 ms [2021-09-28 04:02:29 main:574] : INFO : Epoch 1551 | loss: 0.0311 | val_loss: 0.0311307 | Time: 4850.01 ms [2021-09-28 04:02:34 main:574] : INFO : Epoch 1552 | loss: 0.0311005 | val_loss: 0.031136 | Time: 5037.36 ms [2021-09-28 04:02:38 main:574] : INFO : Epoch 1553 | loss: 0.0311016 | val_loss: 0.0311331 | Time: 4757.65 ms [2021-09-28 04:02:43 main:574] : INFO : Epoch 1554 | loss: 0.0311035 | val_loss: 0.0311333 | Time: 4678.27 ms [2021-09-28 04:02:48 main:574] : INFO : Epoch 1555 | loss: 0.0310999 | val_loss: 0.0311292 | Time: 5022.17 ms [2021-09-28 04:02:53 main:574] : INFO : Epoch 1556 | loss: 0.0311011 | val_loss: 0.0311316 | Time: 4921.03 ms [2021-09-28 04:02:58 main:574] : INFO : Epoch 1557 | loss: 0.0311009 | val_loss: 0.0311372 | Time: 4860.27 ms [2021-09-28 04:03:03 main:574] : INFO : Epoch 1558 | loss: 0.0311016 | val_loss: 0.0311325 | Time: 4788.8 ms [2021-09-28 04:03:08 main:574] : INFO : Epoch 1559 | loss: 0.0311005 | val_loss: 0.0311387 | Time: 5111.43 ms [2021-09-28 04:03:13 main:574] : INFO : Epoch 1560 | loss: 0.0311034 | val_loss: 0.0311363 | Time: 5040.32 ms [2021-09-28 04:03:18 main:574] : INFO : Epoch 1561 | loss: 0.0310999 | val_loss: 0.0311308 | Time: 4969.86 ms [2021-09-28 04:03:23 main:574] : INFO : Epoch 1562 | loss: 0.0310974 | val_loss: 0.0311322 | Time: 4887.05 ms [2021-09-28 04:03:28 main:574] : INFO : Epoch 1563 | loss: 0.0310975 | val_loss: 0.0311318 | Time: 4815.5 ms [2021-09-28 04:03:32 main:574] : INFO : Epoch 1564 | loss: 0.0311003 | val_loss: 0.0311384 | Time: 4821.39 ms [2021-09-28 04:03:37 main:574] : INFO : Epoch 1565 | loss: 0.0310996 | val_loss: 0.0311315 | Time: 4848.97 ms [2021-09-28 04:03:42 main:574] : INFO : Epoch 1566 | loss: 0.0310992 | val_loss: 0.0311342 | Time: 4854.31 ms [2021-09-28 04:03:47 main:574] : INFO : Epoch 1567 | loss: 0.0310976 | val_loss: 0.0311337 | Time: 4882.27 ms [2021-09-28 04:03:52 main:574] : INFO : Epoch 1568 | loss: 0.0310958 | val_loss: 0.031132 | Time: 4855.05 ms [2021-09-28 04:03:57 main:574] : INFO : Epoch 1569 | loss: 0.0310995 | val_loss: 0.0311361 | Time: 4785.42 ms [2021-09-28 04:04:01 main:574] : INFO : Epoch 1570 | loss: 0.0310964 | val_loss: 0.0311332 | Time: 4833.2 ms [2021-09-28 04:04:07 main:574] : INFO : Epoch 1571 | loss: 0.0310996 | val_loss: 0.031133 | Time: 5026.57 ms [2021-09-28 04:04:11 main:574] : INFO : Epoch 1572 | loss: 0.0311024 | val_loss: 0.0311397 | Time: 4596.89 ms [2021-09-28 04:04:17 main:574] : INFO : Epoch 1573 | loss: 0.0310996 | val_loss: 0.0311345 | Time: 5473.06 ms [2021-09-28 04:04:22 main:574] : INFO : Epoch 1574 | loss: 0.0310973 | val_loss: 0.0311412 | Time: 4938.03 ms [2021-09-28 04:04:26 main:574] : INFO : Epoch 1575 | loss: 0.031096 | val_loss: 0.0311284 | Time: 4674.63 ms [2021-09-28 04:04:31 main:574] : INFO : Epoch 1576 | loss: 0.0310972 | val_loss: 0.0311303 | Time: 5000 ms [2021-09-28 04:04:36 main:574] : INFO : Epoch 1577 | loss: 0.0310957 | val_loss: 0.0311302 | Time: 4760.45 ms [2021-09-28 04:04:41 main:574] : INFO : Epoch 1578 | loss: 0.0310977 | val_loss: 0.0311292 | Time: 4730.9 ms [2021-09-28 04:04:46 main:574] : INFO : Epoch 1579 | loss: 0.0310946 | val_loss: 0.0311315 | Time: 4877.67 ms [2021-09-28 04:04:50 main:574] : INFO : Epoch 1580 | loss: 0.0311001 | val_loss: 0.0311343 | Time: 4792.7 ms [2021-09-28 04:04:55 main:574] : INFO : Epoch 1581 | loss: 0.0311011 | val_loss: 0.0311351 | Time: 4883.94 ms [2021-09-28 04:05:00 main:574] : INFO : Epoch 1582 | loss: 0.0310949 | val_loss: 0.0311325 | Time: 4704.66 ms [2021-09-28 04:05:05 main:574] : INFO : Epoch 1583 | loss: 0.0310927 | val_loss: 0.0311314 | Time: 4789.12 ms [2021-09-28 04:05:10 main:574] : INFO : Epoch 1584 | loss: 0.031095 | val_loss: 0.0311326 | Time: 4806.27 ms [2021-09-28 04:05:15 main:574] : INFO : Epoch 1585 | loss: 0.0310901 | val_loss: 0.0311326 | Time: 5020.89 ms [2021-09-28 04:05:20 main:574] : INFO : Epoch 1586 | loss: 0.0310895 | val_loss: 0.0311301 | Time: 4950.65 ms [2021-09-28 04:05:25 main:574] : INFO : Epoch 1587 | loss: 0.0310884 | val_loss: 0.031128 | Time: 5275.91 ms [2021-09-28 04:05:30 main:574] : INFO : Epoch 1588 | loss: 0.0310902 | val_loss: 0.0311334 | Time: 4683.05 ms [2021-09-28 04:05:34 main:574] : INFO : Epoch 1589 | loss: 0.0310924 | val_loss: 0.0311271 | Time: 4700.63 ms [2021-09-28 04:05:39 main:574] : INFO : Epoch 1590 | loss: 0.0310914 | val_loss: 0.0311363 | Time: 5045.75 ms [2021-09-28 04:05:44 main:574] : INFO : Epoch 1591 | loss: 0.031091 | val_loss: 0.0311286 | Time: 4887.29 ms [2021-09-28 04:05:49 main:574] : INFO : Epoch 1592 | loss: 0.0310873 | val_loss: 0.0311264 | Time: 4882.73 ms [2021-09-28 04:05:54 main:574] : INFO : Epoch 1593 | loss: 0.0310859 | val_loss: 0.0311278 | Time: 4928.62 ms [2021-09-28 04:05:59 main:574] : INFO : Epoch 1594 | loss: 0.0310876 | val_loss: 0.0311305 | Time: 4731.38 ms [2021-09-28 04:06:04 main:574] : INFO : Epoch 1595 | loss: 0.0310871 | val_loss: 0.0311261 | Time: 4752.54 ms [2021-09-28 04:06:08 main:574] : INFO : Epoch 1596 | loss: 0.0310894 | val_loss: 0.0311325 | Time: 4950.36 ms [2021-09-28 04:06:13 main:574] : INFO : Epoch 1597 | loss: 0.0310932 | val_loss: 0.0311318 | Time: 4780.81 ms [2021-09-28 04:06:18 main:574] : INFO : Epoch 1598 | loss: 0.0310954 | val_loss: 0.0311253 | Time: 5020.89 ms [2021-09-28 04:06:23 main:574] : INFO : Epoch 1599 | loss: 0.0310929 | val_loss: 0.0311294 | Time: 4788.91 ms [2021-09-28 04:06:28 main:574] : INFO : Epoch 1600 | loss: 0.03109 | val_loss: 0.0311279 | Time: 5152.62 ms [2021-09-28 04:06:33 main:574] : INFO : Epoch 1601 | loss: 0.0310894 | val_loss: 0.0311304 | Time: 5037.37 ms [2021-09-28 04:06:38 main:574] : INFO : Epoch 1602 | loss: 0.0310924 | val_loss: 0.0311228 | Time: 4720.38 ms [2021-09-28 04:06:43 main:574] : INFO : Epoch 1603 | loss: 0.0310935 | val_loss: 0.0311268 | Time: 4841.35 ms [2021-09-28 04:06:48 main:574] : INFO : Epoch 1604 | loss: 0.0310925 | val_loss: 0.0311261 | Time: 4977.84 ms [2021-09-28 04:06:53 main:574] : INFO : Epoch 1605 | loss: 0.0310913 | val_loss: 0.0311271 | Time: 4790.13 ms [2021-09-28 04:06:58 main:574] : INFO : Epoch 1606 | loss: 0.0310922 | val_loss: 0.0311253 | Time: 5085.66 ms [2021-09-28 04:07:03 main:574] : INFO : Epoch 1607 | loss: 0.0310901 | val_loss: 0.0311293 | Time: 4791.82 ms [2021-09-28 04:07:07 main:574] : INFO : Epoch 1608 | loss: 0.0310895 | val_loss: 0.031131 | Time: 4768.38 ms [2021-09-28 04:07:12 main:574] : INFO : Epoch 1609 | loss: 0.0310936 | val_loss: 0.0311321 | Time: 4776.59 ms [2021-09-28 04:07:17 main:574] : INFO : Epoch 1610 | loss: 0.0310942 | val_loss: 0.0311265 | Time: 4732.5 ms [2021-09-28 04:07:22 main:574] : INFO : Epoch 1611 | loss: 0.0310916 | val_loss: 0.0311301 | Time: 4930.35 ms [2021-09-28 04:07:27 main:574] : INFO : Epoch 1612 | loss: 0.0310884 | val_loss: 0.0311343 | Time: 5003.98 ms [2021-09-28 04:07:32 main:574] : INFO : Epoch 1613 | loss: 0.031086 | val_loss: 0.0311258 | Time: 4844.1 ms [2021-09-28 04:07:37 main:574] : INFO : Epoch 1614 | loss: 0.0310867 | val_loss: 0.0311278 | Time: 5239.18 ms [2021-09-28 04:07:42 main:574] : INFO : Epoch 1615 | loss: 0.0310862 | val_loss: 0.0311314 | Time: 4780.32 ms [2021-09-28 04:07:47 main:574] : INFO : Epoch 1616 | loss: 0.0310906 | val_loss: 0.031126 | Time: 4968.57 ms [2021-09-28 04:07:51 main:574] : INFO : Epoch 1617 | loss: 0.0310902 | val_loss: 0.0311262 | Time: 4662.71 ms [2021-09-28 04:07:56 main:574] : INFO : Epoch 1618 | loss: 0.0310892 | val_loss: 0.0311342 | Time: 4794.02 ms [2021-09-28 04:08:01 main:574] : INFO : Epoch 1619 | loss: 0.0310923 | val_loss: 0.031127 | Time: 4917.22 ms [2021-09-28 04:08:06 main:574] : INFO : Epoch 1620 | loss: 0.0310918 | val_loss: 0.0311291 | Time: 4664.28 ms [2021-09-28 04:08:11 main:574] : INFO : Epoch 1621 | loss: 0.0310946 | val_loss: 0.031124 | Time: 5688.35 ms [2021-09-28 04:08:17 main:574] : INFO : Epoch 1622 | loss: 0.0310922 | val_loss: 0.0311294 | Time: 6000.36 ms [2021-09-28 04:08:23 main:574] : INFO : Epoch 1623 | loss: 0.0310924 | val_loss: 0.0311252 | Time: 5867.45 ms [2021-09-28 04:08:28 main:574] : INFO : Epoch 1624 | loss: 0.0310913 | val_loss: 0.0311327 | Time: 4857.95 ms [2021-09-28 04:08:33 main:574] : INFO : Epoch 1625 | loss: 0.0310893 | val_loss: 0.0311272 | Time: 5126.67 ms [2021-09-28 04:08:38 main:574] : INFO : Epoch 1626 | loss: 0.0310898 | val_loss: 0.0311312 | Time: 4897.59 ms [2021-09-28 04:08:44 main:574] : INFO : Epoch 1627 | loss: 0.0310917 | val_loss: 0.0311231 | Time: 5391.95 ms [2021-09-28 04:08:48 main:574] : INFO : Epoch 1628 | loss: 0.0310875 | val_loss: 0.0311243 | Time: 4849.29 ms [2021-09-28 04:08:53 main:574] : INFO : Epoch 1629 | loss: 0.0310901 | val_loss: 0.0311247 | Time: 4789.25 ms [2021-09-28 04:08:58 main:574] : INFO : Epoch 1630 | loss: 0.0310906 | val_loss: 0.0311218 | Time: 4911.07 ms [2021-09-28 04:09:03 main:574] : INFO : Epoch 1631 | loss: 0.031089 | val_loss: 0.0311237 | Time: 4789.89 ms [2021-09-28 04:09:08 main:574] : INFO : Epoch 1632 | loss: 0.0310888 | val_loss: 0.0311319 | Time: 4822.35 ms [2021-09-28 04:09:13 main:574] : INFO : Epoch 1633 | loss: 0.0310929 | val_loss: 0.0311277 | Time: 4830.95 ms [2021-09-28 04:09:17 main:574] : INFO : Epoch 1634 | loss: 0.0310872 | val_loss: 0.031129 | Time: 4938.79 ms [2021-09-28 04:09:22 main:574] : INFO : Epoch 1635 | loss: 0.0310847 | val_loss: 0.0311278 | Time: 4878.21 ms [2021-09-28 04:09:27 main:574] : INFO : Epoch 1636 | loss: 0.0310855 | val_loss: 0.0311296 | Time: 4879.6 ms [2021-09-28 04:09:32 main:574] : INFO : Epoch 1637 | loss: 0.0310912 | val_loss: 0.0311338 | Time: 4738.03 ms [2021-09-28 04:09:37 main:574] : INFO : Epoch 1638 | loss: 0.0310902 | val_loss: 0.0311301 | Time: 5005.2 ms [2021-09-28 04:09:42 main:574] : INFO : Epoch 1639 | loss: 0.0310872 | val_loss: 0.0311363 | Time: 4821.33 ms [2021-09-28 04:09:47 main:574] : INFO : Epoch 1640 | loss: 0.031085 | val_loss: 0.0311274 | Time: 5333.3 ms [2021-09-28 04:09:52 main:574] : INFO : Epoch 1641 | loss: 0.0310827 | val_loss: 0.0311299 | Time: 4931.14 ms [2021-09-28 04:09:57 main:574] : INFO : Epoch 1642 | loss: 0.0310843 | val_loss: 0.031126 | Time: 4899.62 ms [2021-09-28 04:10:02 main:574] : INFO : Epoch 1643 | loss: 0.0310852 | val_loss: 0.0311278 | Time: 4803.67 ms [2021-09-28 04:10:07 main:574] : INFO : Epoch 1644 | loss: 0.0310849 | val_loss: 0.0311285 | Time: 4792.73 ms [2021-09-28 04:10:11 main:574] : INFO : Epoch 1645 | loss: 0.0310808 | val_loss: 0.0311333 | Time: 4833.74 ms [2021-09-28 04:10:16 main:574] : INFO : Epoch 1646 | loss: 0.0310822 | val_loss: 0.0311286 | Time: 4775.44 ms [2021-09-28 04:10:21 main:574] : INFO : Epoch 1647 | loss: 0.0310833 | val_loss: 0.0311297 | Time: 4850.65 ms [2021-09-28 04:10:26 main:574] : INFO : Epoch 1648 | loss: 0.0310833 | val_loss: 0.0311288 | Time: 4720.51 ms [2021-09-28 04:10:31 main:574] : INFO : Epoch 1649 | loss: 0.0310814 | val_loss: 0.0311252 | Time: 4852.45 ms [2021-09-28 04:10:36 main:574] : INFO : Epoch 1650 | loss: 0.0310825 | val_loss: 0.0311336 | Time: 4988.61 ms [2021-09-28 04:10:41 main:574] : INFO : Epoch 1651 | loss: 0.0310852 | val_loss: 0.0311347 | Time: 4911.67 ms [2021-09-28 04:10:45 main:574] : INFO : Epoch 1652 | loss: 0.0310849 | val_loss: 0.0311322 | Time: 4872.08 ms [2021-09-28 04:10:50 main:574] : INFO : Epoch 1653 | loss: 0.0310813 | val_loss: 0.0311328 | Time: 4734.52 ms [2021-09-28 04:10:56 main:574] : INFO : Epoch 1654 | loss: 0.0310827 | val_loss: 0.0311423 | Time: 5351.77 ms [2021-09-28 04:11:00 main:574] : INFO : Epoch 1655 | loss: 0.0310929 | val_loss: 0.0311344 | Time: 4923.62 ms [2021-09-28 04:11:05 main:574] : INFO : Epoch 1656 | loss: 0.0310898 | val_loss: 0.0311246 | Time: 4806.29 ms [2021-09-28 04:11:10 main:574] : INFO : Epoch 1657 | loss: 0.0310868 | val_loss: 0.0311288 | Time: 4678.8 ms [2021-09-28 04:11:15 main:574] : INFO : Epoch 1658 | loss: 0.0310856 | val_loss: 0.0311338 | Time: 4733.96 ms [2021-09-28 04:11:20 main:574] : INFO : Epoch 1659 | loss: 0.0310876 | val_loss: 0.0311271 | Time: 4933.79 ms [2021-09-28 04:11:25 main:574] : INFO : Epoch 1660 | loss: 0.0310852 | val_loss: 0.0311317 | Time: 5007.36 ms [2021-09-28 04:11:29 main:574] : INFO : Epoch 1661 | loss: 0.0310861 | val_loss: 0.0311306 | Time: 4816.97 ms [2021-09-28 04:11:34 main:574] : INFO : Epoch 1662 | loss: 0.0310809 | val_loss: 0.0311303 | Time: 4866.37 ms [2021-09-28 04:11:39 main:574] : INFO : Epoch 1663 | loss: 0.0310839 | val_loss: 0.0311349 | Time: 4746.11 ms [2021-09-28 04:11:44 main:574] : INFO : Epoch 1664 | loss: 0.0310826 | val_loss: 0.0311298 | Time: 4861.28 ms [2021-09-28 04:11:49 main:574] : INFO : Epoch 1665 | loss: 0.0310849 | val_loss: 0.0311372 | Time: 4999.95 ms [2021-09-28 04:11:54 main:574] : INFO : Epoch 1666 | loss: 0.0310825 | val_loss: 0.0311267 | Time: 5041.59 ms [2021-09-28 04:11:59 main:574] : INFO : Epoch 1667 | loss: 0.0310808 | val_loss: 0.0311309 | Time: 5134.67 ms [2021-09-28 04:12:04 main:574] : INFO : Epoch 1668 | loss: 0.0310855 | val_loss: 0.0311362 | Time: 5092.24 ms [2021-09-28 04:12:09 main:574] : INFO : Epoch 1669 | loss: 0.0310835 | val_loss: 0.0311385 | Time: 4849.7 ms [2021-09-28 04:12:14 main:574] : INFO : Epoch 1670 | loss: 0.0310822 | val_loss: 0.0311314 | Time: 4921.08 ms [2021-09-28 04:12:19 main:574] : INFO : Epoch 1671 | loss: 0.0310815 | val_loss: 0.031129 | Time: 4716.52 ms [2021-09-28 04:12:23 main:574] : INFO : Epoch 1672 | loss: 0.0310828 | val_loss: 0.0311262 | Time: 4734.56 ms [2021-09-28 04:12:28 main:574] : INFO : Epoch 1673 | loss: 0.0310848 | val_loss: 0.0311274 | Time: 4916.66 ms [2021-09-28 04:12:33 main:574] : INFO : Epoch 1674 | loss: 0.0310819 | val_loss: 0.0311333 | Time: 4901.93 ms [2021-09-28 04:12:38 main:574] : INFO : Epoch 1675 | loss: 0.0310788 | val_loss: 0.0311299 | Time: 4845.75 ms [2021-09-28 04:12:43 main:574] : INFO : Epoch 1676 | loss: 0.0310805 | val_loss: 0.0311279 | Time: 4807.58 ms [2021-09-28 04:12:48 main:574] : INFO : Epoch 1677 | loss: 0.0310797 | val_loss: 0.0311281 | Time: 4912.97 ms [2021-09-28 04:12:53 main:574] : INFO : Epoch 1678 | loss: 0.0310783 | val_loss: 0.0311316 | Time: 4859.82 ms [2021-09-28 04:12:58 main:574] : INFO : Epoch 1679 | loss: 0.0310777 | val_loss: 0.0311329 | Time: 5141.26 ms [2021-09-28 04:13:03 main:574] : INFO : Epoch 1680 | loss: 0.0310806 | val_loss: 0.0311313 | Time: 4666.12 ms [2021-09-28 04:13:08 main:574] : INFO : Epoch 1681 | loss: 0.0310797 | val_loss: 0.0311272 | Time: 5320.17 ms [2021-09-28 04:13:13 main:574] : INFO : Epoch 1682 | loss: 0.0310831 | val_loss: 0.0311376 | Time: 4884.42 ms [2021-09-28 04:13:18 main:574] : INFO : Epoch 1683 | loss: 0.0310804 | val_loss: 0.0311329 | Time: 4728.7 ms [2021-09-28 04:13:23 main:574] : INFO : Epoch 1684 | loss: 0.0310832 | val_loss: 0.0311359 | Time: 5063.59 ms [2021-09-28 04:13:27 main:574] : INFO : Epoch 1685 | loss: 0.0310854 | val_loss: 0.0311309 | Time: 4850.04 ms [2021-09-28 04:13:32 main:574] : INFO : Epoch 1686 | loss: 0.0310835 | val_loss: 0.0311305 | Time: 4829.16 ms [2021-09-28 04:13:37 main:574] : INFO : Epoch 1687 | loss: 0.0310806 | val_loss: 0.0311388 | Time: 4770.26 ms [2021-09-28 04:13:42 main:574] : INFO : Epoch 1688 | loss: 0.0310805 | val_loss: 0.0311294 | Time: 4874.74 ms [2021-09-28 04:13:47 main:574] : INFO : Epoch 1689 | loss: 0.0310814 | val_loss: 0.0311396 | Time: 4845.22 ms [2021-09-28 04:13:52 main:574] : INFO : Epoch 1690 | loss: 0.0310824 | val_loss: 0.0311399 | Time: 4859.23 ms [2021-09-28 04:13:56 main:574] : INFO : Epoch 1691 | loss: 0.0310899 | val_loss: 0.031134 | Time: 4864.21 ms [2021-09-28 04:14:02 main:574] : INFO : Epoch 1692 | loss: 0.031083 | val_loss: 0.0311392 | Time: 5099.57 ms [2021-09-28 04:14:06 main:574] : INFO : Epoch 1693 | loss: 0.0310809 | val_loss: 0.0311327 | Time: 4898.68 ms [2021-09-28 04:14:12 main:574] : INFO : Epoch 1694 | loss: 0.0310784 | val_loss: 0.0311332 | Time: 5090.66 ms [2021-09-28 04:14:17 main:574] : INFO : Epoch 1695 | loss: 0.0310775 | val_loss: 0.0311364 | Time: 5041.41 ms [2021-09-28 04:14:21 main:574] : INFO : Epoch 1696 | loss: 0.031079 | val_loss: 0.0311418 | Time: 4817.43 ms [2021-09-28 04:14:26 main:574] : INFO : Epoch 1697 | loss: 0.0310768 | val_loss: 0.0311314 | Time: 4792.07 ms [2021-09-28 04:14:31 main:574] : INFO : Epoch 1698 | loss: 0.0310749 | val_loss: 0.03114 | Time: 4645.14 ms [2021-09-28 04:14:36 main:574] : INFO : Epoch 1699 | loss: 0.0310777 | val_loss: 0.0311339 | Time: 4762.25 ms [2021-09-28 04:14:40 main:574] : INFO : Epoch 1700 | loss: 0.0310812 | val_loss: 0.0311467 | Time: 4806.56 ms [2021-09-28 04:14:45 main:574] : INFO : Epoch 1701 | loss: 0.0310808 | val_loss: 0.0311384 | Time: 4790.54 ms [2021-09-28 04:14:50 main:574] : INFO : Epoch 1702 | loss: 0.0310797 | val_loss: 0.0311413 | Time: 4756.99 ms [2021-09-28 04:14:55 main:574] : INFO : Epoch 1703 | loss: 0.031082 | val_loss: 0.0311407 | Time: 4737.76 ms [2021-09-28 04:15:00 main:574] : INFO : Epoch 1704 | loss: 0.0310799 | val_loss: 0.0311382 | Time: 4819.39 ms [2021-09-28 04:15:04 main:574] : INFO : Epoch 1705 | loss: 0.0310781 | val_loss: 0.0311386 | Time: 4817.34 ms [2021-09-28 04:15:09 main:574] : INFO : Epoch 1706 | loss: 0.0310804 | val_loss: 0.0311402 | Time: 4953.53 ms [2021-09-28 04:15:14 main:574] : INFO : Epoch 1707 | loss: 0.0310822 | val_loss: 0.031136 | Time: 4938.02 ms [2021-09-28 04:15:19 main:574] : INFO : Epoch 1708 | loss: 0.0310866 | val_loss: 0.0311437 | Time: 5180.43 ms [2021-09-28 04:15:25 main:574] : INFO : Epoch 1709 | loss: 0.0310863 | val_loss: 0.031135 | Time: 5111.13 ms [2021-09-28 04:15:29 main:574] : INFO : Epoch 1710 | loss: 0.0310883 | val_loss: 0.0311285 | Time: 4744.03 ms [2021-09-28 04:15:34 main:574] : INFO : Epoch 1711 | loss: 0.0310929 | val_loss: 0.0311261 | Time: 4697.59 ms [2021-09-28 04:15:39 main:574] : INFO : Epoch 1712 | loss: 0.0311003 | val_loss: 0.0311239 | Time: 5058.07 ms [2021-09-28 04:15:44 main:574] : INFO : Epoch 1713 | loss: 0.0310952 | val_loss: 0.0311274 | Time: 4652.52 ms [2021-09-28 04:15:49 main:574] : INFO : Epoch 1714 | loss: 0.0310944 | val_loss: 0.0311344 | Time: 5010.49 ms [2021-09-28 04:15:54 main:574] : INFO : Epoch 1715 | loss: 0.0310943 | val_loss: 0.0311324 | Time: 4732.03 ms [2021-09-28 04:15:58 main:574] : INFO : Epoch 1716 | loss: 0.0310917 | val_loss: 0.0311269 | Time: 4733.97 ms [2021-09-28 04:16:03 main:574] : INFO : Epoch 1717 | loss: 0.0310885 | val_loss: 0.0311278 | Time: 4771.34 ms [2021-09-28 04:16:08 main:574] : INFO : Epoch 1718 | loss: 0.0310858 | val_loss: 0.0311288 | Time: 4805.5 ms [2021-09-28 04:16:13 main:574] : INFO : Epoch 1719 | loss: 0.0310845 | val_loss: 0.0311234 | Time: 5032.69 ms [2021-09-28 04:16:18 main:574] : INFO : Epoch 1720 | loss: 0.0310901 | val_loss: 0.031137 | Time: 4912.2 ms [2021-09-28 04:16:23 main:574] : INFO : Epoch 1721 | loss: 0.0310895 | val_loss: 0.0311347 | Time: 4889.92 ms [2021-09-28 04:16:28 main:574] : INFO : Epoch 1722 | loss: 0.0310895 | val_loss: 0.0311239 | Time: 5356.59 ms [2021-09-28 04:16:33 main:574] : INFO : Epoch 1723 | loss: 0.0310826 | val_loss: 0.0311266 | Time: 4892.2 ms [2021-09-28 04:16:38 main:574] : INFO : Epoch 1724 | loss: 0.0310805 | val_loss: 0.0311353 | Time: 4741.94 ms [2021-09-28 04:16:43 main:574] : INFO : Epoch 1725 | loss: 0.0310842 | val_loss: 0.0311372 | Time: 4794.11 ms [2021-09-28 04:16:47 main:574] : INFO : Epoch 1726 | loss: 0.0310885 | val_loss: 0.0311343 | Time: 4794.46 ms [2021-09-28 04:16:52 main:574] : INFO : Epoch 1727 | loss: 0.0310795 | val_loss: 0.0311296 | Time: 4830.77 ms [2021-09-28 04:16:57 main:574] : INFO : Epoch 1728 | loss: 0.0310801 | val_loss: 0.0311237 | Time: 4808.63 ms [2021-09-28 04:17:02 main:574] : INFO : Epoch 1729 | loss: 0.0310777 | val_loss: 0.0311264 | Time: 4864.25 ms [2021-09-28 04:17:07 main:574] : INFO : Epoch 1730 | loss: 0.0310787 | val_loss: 0.0311312 | Time: 4884.93 ms [2021-09-28 04:17:11 main:574] : INFO : Epoch 1731 | loss: 0.0310811 | val_loss: 0.0311264 | Time: 4743.14 ms [2021-09-28 04:17:16 main:574] : INFO : Epoch 1732 | loss: 0.031081 | val_loss: 0.0311288 | Time: 4885.92 ms [2021-09-28 04:17:21 main:574] : INFO : Epoch 1733 | loss: 0.0310842 | val_loss: 0.0311283 | Time: 5068.51 ms [2021-09-28 04:17:26 main:574] : INFO : Epoch 1734 | loss: 0.0310847 | val_loss: 0.0311352 | Time: 4698.25 ms [2021-09-28 04:17:31 main:574] : INFO : Epoch 1735 | loss: 0.0310836 | val_loss: 0.0311291 | Time: 4936.26 ms [2021-09-28 04:17:36 main:574] : INFO : Epoch 1736 | loss: 0.0310829 | val_loss: 0.031133 | Time: 4987.33 ms [2021-09-28 04:17:41 main:574] : INFO : Epoch 1737 | loss: 0.0310826 | val_loss: 0.0311293 | Time: 4835.48 ms [2021-09-28 04:17:46 main:574] : INFO : Epoch 1738 | loss: 0.0310797 | val_loss: 0.0311266 | Time: 4811.31 ms [2021-09-28 04:17:51 main:574] : INFO : Epoch 1739 | loss: 0.0310811 | val_loss: 0.031129 | Time: 5069.87 ms [2021-09-28 04:17:56 main:574] : INFO : Epoch 1740 | loss: 0.0310799 | val_loss: 0.0311294 | Time: 4810.72 ms [2021-09-28 04:18:00 main:574] : INFO : Epoch 1741 | loss: 0.0310807 | val_loss: 0.031146 | Time: 4702.86 ms [2021-09-28 04:18:06 main:574] : INFO : Epoch 1742 | loss: 0.0310797 | val_loss: 0.0311297 | Time: 5451.04 ms [2021-09-28 04:18:11 main:574] : INFO : Epoch 1743 | loss: 0.0310755 | val_loss: 0.0311297 | Time: 5006.56 ms [2021-09-28 04:18:16 main:574] : INFO : Epoch 1744 | loss: 0.0310781 | val_loss: 0.0311344 | Time: 4822.33 ms [2021-09-28 04:18:20 main:574] : INFO : Epoch 1745 | loss: 0.0310754 | val_loss: 0.0311296 | Time: 4757.44 ms [2021-09-28 04:18:25 main:574] : INFO : Epoch 1746 | loss: 0.031075 | val_loss: 0.0311276 | Time: 4768.53 ms [2021-09-28 04:18:30 main:574] : INFO : Epoch 1747 | loss: 0.0310778 | val_loss: 0.0311278 | Time: 4865.67 ms [2021-09-28 04:18:35 main:574] : INFO : Epoch 1748 | loss: 0.0310756 | val_loss: 0.031131 | Time: 4917.04 ms [2021-09-28 04:18:40 main:574] : INFO : Epoch 1749 | loss: 0.0310788 | val_loss: 0.031135 | Time: 5251.05 ms [2021-09-28 04:18:45 main:574] : INFO : Epoch 1750 | loss: 0.031077 | val_loss: 0.0311307 | Time: 4880.18 ms [2021-09-28 04:18:50 main:574] : INFO : Epoch 1751 | loss: 0.0310733 | val_loss: 0.0311297 | Time: 4764 ms [2021-09-28 04:18:55 main:574] : INFO : Epoch 1752 | loss: 0.0310746 | val_loss: 0.0311344 | Time: 4758.83 ms [2021-09-28 04:18:59 main:574] : INFO : Epoch 1753 | loss: 0.0310745 | val_loss: 0.0311317 | Time: 4896.8 ms [2021-09-28 04:19:04 main:574] : INFO : Epoch 1754 | loss: 0.0310772 | val_loss: 0.0311302 | Time: 4772.76 ms [2021-09-28 04:19:09 main:574] : INFO : Epoch 1755 | loss: 0.0310799 | val_loss: 0.0311369 | Time: 4863.44 ms [2021-09-28 04:19:14 main:574] : INFO : Epoch 1756 | loss: 0.0310792 | val_loss: 0.0311349 | Time: 4743.39 ms [2021-09-28 04:19:19 main:574] : INFO : Epoch 1757 | loss: 0.0310816 | val_loss: 0.031138 | Time: 4865.56 ms [2021-09-28 04:19:24 main:574] : INFO : Epoch 1758 | loss: 0.0310795 | val_loss: 0.0311327 | Time: 4900.76 ms [2021-09-28 04:19:28 main:574] : INFO : Epoch 1759 | loss: 0.0310808 | val_loss: 0.0311391 | Time: 4710.81 ms [2021-09-28 04:19:33 main:574] : INFO : Epoch 1760 | loss: 0.0310772 | val_loss: 0.0311273 | Time: 4964.12 ms [2021-09-28 04:19:38 main:574] : INFO : Epoch 1761 | loss: 0.0310756 | val_loss: 0.0311313 | Time: 4798.99 ms [2021-09-28 04:19:43 main:574] : INFO : Epoch 1762 | loss: 0.0310856 | val_loss: 0.0311293 | Time: 4886.1 ms [2021-09-28 04:19:48 main:574] : INFO : Epoch 1763 | loss: 0.0310889 | val_loss: 0.0311369 | Time: 5406.2 ms [2021-09-28 04:19:53 main:574] : INFO : Epoch 1764 | loss: 0.0310822 | val_loss: 0.0311288 | Time: 4711.9 ms [2021-09-28 04:19:58 main:574] : INFO : Epoch 1765 | loss: 0.0310823 | val_loss: 0.0311301 | Time: 4941.19 ms [2021-09-28 04:20:03 main:574] : INFO : Epoch 1766 | loss: 0.0310796 | val_loss: 0.0311296 | Time: 4774.93 ms [2021-09-28 04:20:08 main:574] : INFO : Epoch 1767 | loss: 0.0310782 | val_loss: 0.0311266 | Time: 4759.09 ms [2021-09-28 04:20:13 main:574] : INFO : Epoch 1768 | loss: 0.0310802 | val_loss: 0.0311311 | Time: 4861.71 ms [2021-09-28 04:20:17 main:574] : INFO : Epoch 1769 | loss: 0.0310823 | val_loss: 0.0311263 | Time: 4748.8 ms [2021-09-28 04:20:22 main:574] : INFO : Epoch 1770 | loss: 0.0310796 | val_loss: 0.0311302 | Time: 4716.86 ms [2021-09-28 04:20:27 main:574] : INFO : Epoch 1771 | loss: 0.0310814 | val_loss: 0.0311351 | Time: 4823.59 ms [2021-09-28 04:20:32 main:574] : INFO : Epoch 1772 | loss: 0.0310825 | val_loss: 0.0311277 | Time: 4881.75 ms [2021-09-28 04:20:37 main:574] : INFO : Epoch 1773 | loss: 0.0310826 | val_loss: 0.0311317 | Time: 4968.14 ms [2021-09-28 04:20:42 main:574] : INFO : Epoch 1774 | loss: 0.031081 | val_loss: 0.0311339 | Time: 5009.21 ms [2021-09-28 04:20:47 main:574] : INFO : Epoch 1775 | loss: 0.0310789 | val_loss: 0.0311274 | Time: 4810.32 ms [2021-09-28 04:20:52 main:574] : INFO : Epoch 1776 | loss: 0.0310765 | val_loss: 0.0311324 | Time: 5343.24 ms [2021-09-28 04:20:57 main:574] : INFO : Epoch 1777 | loss: 0.0310753 | val_loss: 0.0311251 | Time: 4758.88 ms [2021-09-28 04:21:02 main:574] : INFO : Epoch 1778 | loss: 0.0310751 | val_loss: 0.0311318 | Time: 4950.71 ms [2021-09-28 04:21:06 main:574] : INFO : Epoch 1779 | loss: 0.031076 | val_loss: 0.0311296 | Time: 4811.73 ms [2021-09-28 04:21:11 main:574] : INFO : Epoch 1780 | loss: 0.0310744 | val_loss: 0.0311311 | Time: 4746.69 ms [2021-09-28 04:21:16 main:574] : INFO : Epoch 1781 | loss: 0.0310763 | val_loss: 0.0311302 | Time: 4850.1 ms [2021-09-28 04:21:21 main:574] : INFO : Epoch 1782 | loss: 0.0310792 | val_loss: 0.0311257 | Time: 4746.6 ms [2021-09-28 04:21:26 main:574] : INFO : Epoch 1783 | loss: 0.0310812 | val_loss: 0.0311357 | Time: 4907.78 ms [2021-09-28 04:21:31 main:574] : INFO : Epoch 1784 | loss: 0.0310888 | val_loss: 0.0311244 | Time: 4878.68 ms [2021-09-28 04:21:35 main:574] : INFO : Epoch 1785 | loss: 0.0310851 | val_loss: 0.0311394 | Time: 4788.03 ms [2021-09-28 04:21:40 main:574] : INFO : Epoch 1786 | loss: 0.0310889 | val_loss: 0.031133 | Time: 4787.99 ms [2021-09-28 04:21:45 main:574] : INFO : Epoch 1787 | loss: 0.0310842 | val_loss: 0.0311297 | Time: 4761.1 ms [2021-09-28 04:21:50 main:574] : INFO : Epoch 1788 | loss: 0.031081 | val_loss: 0.0311355 | Time: 5178.92 ms [2021-09-28 04:21:55 main:574] : INFO : Epoch 1789 | loss: 0.0310789 | val_loss: 0.031131 | Time: 4944.11 ms [2021-09-28 04:22:00 main:574] : INFO : Epoch 1790 | loss: 0.0310793 | val_loss: 0.0311273 | Time: 5299.93 ms [2021-09-28 04:22:05 main:574] : INFO : Epoch 1791 | loss: 0.0310776 | val_loss: 0.0311279 | Time: 4802.88 ms [2021-09-28 04:22:10 main:574] : INFO : Epoch 1792 | loss: 0.0310812 | val_loss: 0.0311309 | Time: 4817.67 ms [2021-09-28 04:22:15 main:574] : INFO : Epoch 1793 | loss: 0.0310809 | val_loss: 0.0311335 | Time: 4956.33 ms [2021-09-28 04:22:20 main:574] : INFO : Epoch 1794 | loss: 0.0310845 | val_loss: 0.0311371 | Time: 4850.51 ms [2021-09-28 04:22:25 main:574] : INFO : Epoch 1795 | loss: 0.0310789 | val_loss: 0.0311297 | Time: 4850.63 ms [2021-09-28 04:22:30 main:574] : INFO : Epoch 1796 | loss: 0.0310781 | val_loss: 0.0311252 | Time: 4882.09 ms [2021-09-28 04:22:34 main:574] : INFO : Epoch 1797 | loss: 0.0310756 | val_loss: 0.0311332 | Time: 4865.17 ms [2021-09-28 04:22:39 main:574] : INFO : Epoch 1798 | loss: 0.0310748 | val_loss: 0.0311302 | Time: 4841.08 ms [2021-09-28 04:22:44 main:574] : INFO : Epoch 1799 | loss: 0.0310754 | val_loss: 0.0311321 | Time: 4722.96 ms [2021-09-28 04:22:49 main:574] : INFO : Epoch 1800 | loss: 0.0310812 | val_loss: 0.031143 | Time: 4819.1 ms [2021-09-28 04:22:54 main:574] : INFO : Epoch 1801 | loss: 0.0310803 | val_loss: 0.0311318 | Time: 4920.64 ms [2021-09-28 04:22:59 main:574] : INFO : Epoch 1802 | loss: 0.031074 | val_loss: 0.031133 | Time: 4838.14 ms [2021-09-28 04:23:04 main:574] : INFO : Epoch 1803 | loss: 0.0310731 | val_loss: 0.0311282 | Time: 5471.67 ms [2021-09-28 04:23:09 main:574] : INFO : Epoch 1804 | loss: 0.0310759 | val_loss: 0.0311281 | Time: 4800.43 ms [2021-09-28 04:23:14 main:574] : INFO : Epoch 1805 | loss: 0.0310765 | val_loss: 0.0311334 | Time: 4783.24 ms [2021-09-28 04:23:18 main:574] : INFO : Epoch 1806 | loss: 0.0310787 | val_loss: 0.0311271 | Time: 4819.93 ms [2021-09-28 04:23:23 main:574] : INFO : Epoch 1807 | loss: 0.0310782 | val_loss: 0.0311315 | Time: 4886.08 ms [2021-09-28 04:23:28 main:574] : INFO : Epoch 1808 | loss: 0.031075 | val_loss: 0.0311312 | Time: 4768.16 ms [2021-09-28 04:23:33 main:574] : INFO : Epoch 1809 | loss: 0.0310768 | val_loss: 0.0311344 | Time: 4886.98 ms [2021-09-28 04:23:38 main:574] : INFO : Epoch 1810 | loss: 0.0310798 | val_loss: 0.0311257 | Time: 4810.44 ms [2021-09-28 04:23:43 main:574] : INFO : Epoch 1811 | loss: 0.0310758 | val_loss: 0.0311358 | Time: 4764.84 ms [2021-09-28 04:23:47 main:574] : INFO : Epoch 1812 | loss: 0.0310749 | val_loss: 0.0311391 | Time: 4872.96 ms [2021-09-28 04:23:52 main:574] : INFO : Epoch 1813 | loss: 0.031075 | val_loss: 0.03113 | Time: 4877.69 ms [2021-09-28 04:23:57 main:574] : INFO : Epoch 1814 | loss: 0.0310746 | val_loss: 0.0311316 | Time: 4845.16 ms [2021-09-28 04:24:02 main:574] : INFO : Epoch 1815 | loss: 0.0310726 | val_loss: 0.0311362 | Time: 5017.17 ms [2021-09-28 04:24:07 main:574] : INFO : Epoch 1816 | loss: 0.0310733 | val_loss: 0.0311368 | Time: 4900.58 ms [2021-09-28 04:24:13 main:574] : INFO : Epoch 1817 | loss: 0.0310727 | val_loss: 0.0311299 | Time: 5451.91 ms [2021-09-28 04:24:17 main:574] : INFO : Epoch 1818 | loss: 0.0310746 | val_loss: 0.0311319 | Time: 4766.6 ms [2021-09-28 04:24:22 main:574] : INFO : Epoch 1819 | loss: 0.0310798 | val_loss: 0.0311329 | Time: 4706.22 ms [2021-09-28 04:24:27 main:574] : INFO : Epoch 1820 | loss: 0.0310828 | val_loss: 0.0311281 | Time: 4706.81 ms [2021-09-28 04:24:31 main:574] : INFO : Epoch 1821 | loss: 0.0310859 | val_loss: 0.0311348 | Time: 4691.86 ms [2021-09-28 04:24:36 main:574] : INFO : Epoch 1822 | loss: 0.031085 | val_loss: 0.0311305 | Time: 4885.54 ms [2021-09-28 04:24:41 main:574] : INFO : Epoch 1823 | loss: 0.0310815 | val_loss: 0.0311319 | Time: 4811.65 ms [2021-09-28 04:24:46 main:574] : INFO : Epoch 1824 | loss: 0.0310813 | val_loss: 0.0311326 | Time: 4810.69 ms [2021-09-28 04:24:51 main:574] : INFO : Epoch 1825 | loss: 0.0310788 | val_loss: 0.031131 | Time: 4797.57 ms [2021-09-28 04:24:56 main:574] : INFO : Epoch 1826 | loss: 0.0310794 | val_loss: 0.0311359 | Time: 4750.83 ms [2021-09-28 04:25:00 main:574] : INFO : Epoch 1827 | loss: 0.0310795 | val_loss: 0.031135 | Time: 4956.01 ms [2021-09-28 04:25:05 main:574] : INFO : Epoch 1828 | loss: 0.031078 | val_loss: 0.031136 | Time: 4890.82 ms [2021-09-28 04:25:10 main:574] : INFO : Epoch 1829 | loss: 0.0310797 | val_loss: 0.031129 | Time: 4934.73 ms [2021-09-28 04:25:15 main:574] : INFO : Epoch 1830 | loss: 0.0310763 | val_loss: 0.0311355 | Time: 5097.27 ms [2021-09-28 04:25:21 main:574] : INFO : Epoch 1831 | loss: 0.0310763 | val_loss: 0.031143 | Time: 5094.31 ms [2021-09-28 04:25:25 main:574] : INFO : Epoch 1832 | loss: 0.0310758 | val_loss: 0.0311346 | Time: 4733.39 ms [2021-09-28 04:25:30 main:574] : INFO : Epoch 1833 | loss: 0.0310749 | val_loss: 0.0311371 | Time: 5024.6 ms [2021-09-28 04:25:35 main:574] : INFO : Epoch 1834 | loss: 0.0311173 | val_loss: 0.0311418 | Time: 4647.64 ms [2021-09-28 04:25:40 main:574] : INFO : Epoch 1835 | loss: 0.0311252 | val_loss: 0.0311413 | Time: 4949.46 ms [2021-09-28 04:25:45 main:574] : INFO : Epoch 1836 | loss: 0.0311128 | val_loss: 0.0311399 | Time: 4727.21 ms [2021-09-28 04:25:50 main:574] : INFO : Epoch 1837 | loss: 0.0311037 | val_loss: 0.0311337 | Time: 4876.19 ms [2021-09-28 04:25:54 main:574] : INFO : Epoch 1838 | loss: 0.0310964 | val_loss: 0.0311316 | Time: 4650.12 ms [2021-09-28 04:25:59 main:574] : INFO : Epoch 1839 | loss: 0.0310981 | val_loss: 0.0311391 | Time: 4755.07 ms [2021-09-28 04:26:04 main:574] : INFO : Epoch 1840 | loss: 0.0310885 | val_loss: 0.0311333 | Time: 4771.32 ms [2021-09-28 04:26:09 main:574] : INFO : Epoch 1841 | loss: 0.0310829 | val_loss: 0.0311345 | Time: 4845.67 ms [2021-09-28 04:26:14 main:574] : INFO : Epoch 1842 | loss: 0.0310845 | val_loss: 0.031132 | Time: 5300.67 ms [2021-09-28 04:26:19 main:574] : INFO : Epoch 1843 | loss: 0.0310893 | val_loss: 0.031134 | Time: 4830.26 ms [2021-09-28 04:26:24 main:574] : INFO : Epoch 1844 | loss: 0.0310865 | val_loss: 0.0311278 | Time: 5263.9 ms [2021-09-28 04:26:29 main:574] : INFO : Epoch 1845 | loss: 0.0310854 | val_loss: 0.0311246 | Time: 4849.54 ms [2021-09-28 04:26:34 main:574] : INFO : Epoch 1846 | loss: 0.031081 | val_loss: 0.0311332 | Time: 4763.32 ms [2021-09-28 04:26:38 main:574] : INFO : Epoch 1847 | loss: 0.03108 | val_loss: 0.0311279 | Time: 4849.2 ms [2021-09-28 04:26:43 main:574] : INFO : Epoch 1848 | loss: 0.0310791 | val_loss: 0.0311292 | Time: 4855.65 ms [2021-09-28 04:26:48 main:574] : INFO : Epoch 1849 | loss: 0.0310804 | val_loss: 0.0311262 | Time: 4794.27 ms [2021-09-28 04:26:53 main:574] : INFO : Epoch 1850 | loss: 0.0310762 | val_loss: 0.0311321 | Time: 4866.24 ms [2021-09-28 04:26:58 main:574] : INFO : Epoch 1851 | loss: 0.0310758 | val_loss: 0.0311372 | Time: 4809.29 ms [2021-09-28 04:27:03 main:574] : INFO : Epoch 1852 | loss: 0.0310785 | val_loss: 0.0311318 | Time: 4833.13 ms [2021-09-28 04:27:07 main:574] : INFO : Epoch 1853 | loss: 0.0310799 | val_loss: 0.031135 | Time: 4773.34 ms [2021-09-28 04:27:12 main:574] : INFO : Epoch 1854 | loss: 0.0310777 | val_loss: 0.0311345 | Time: 4724.38 ms [2021-09-28 04:27:17 main:574] : INFO : Epoch 1855 | loss: 0.0310746 | val_loss: 0.0311369 | Time: 4932.64 ms [2021-09-28 04:27:22 main:574] : INFO : Epoch 1856 | loss: 0.0310733 | val_loss: 0.0311344 | Time: 4954.81 ms [2021-09-28 04:27:27 main:574] : INFO : Epoch 1857 | loss: 0.0310778 | val_loss: 0.0311325 | Time: 5260.35 ms [2021-09-28 04:27:32 main:574] : INFO : Epoch 1858 | loss: 0.0310746 | val_loss: 0.0311274 | Time: 4970.64 ms [2021-09-28 04:27:37 main:574] : INFO : Epoch 1859 | loss: 0.0310741 | val_loss: 0.0311314 | Time: 4758.8 ms [2021-09-28 04:27:42 main:574] : INFO : Epoch 1860 | loss: 0.0310752 | val_loss: 0.0311335 | Time: 4822.33 ms [2021-09-28 04:27:47 main:574] : INFO : Epoch 1861 | loss: 0.0310741 | val_loss: 0.0311412 | Time: 4719.19 ms [2021-09-28 04:27:52 main:574] : INFO : Epoch 1862 | loss: 0.0310796 | val_loss: 0.031141 | Time: 5120.09 ms [2021-09-28 04:27:56 main:574] : INFO : Epoch 1863 | loss: 0.0310809 | val_loss: 0.031125 | Time: 4690.07 ms [2021-09-28 04:28:01 main:574] : INFO : Epoch 1864 | loss: 0.0310825 | val_loss: 0.0311275 | Time: 4923.55 ms [2021-09-28 04:28:06 main:574] : INFO : Epoch 1865 | loss: 0.0310802 | val_loss: 0.031129 | Time: 4778.68 ms [2021-09-28 04:28:11 main:574] : INFO : Epoch 1866 | loss: 0.0310778 | val_loss: 0.0311305 | Time: 4768.58 ms [2021-09-28 04:28:16 main:574] : INFO : Epoch 1867 | loss: 0.0310747 | val_loss: 0.0311281 | Time: 4924.14 ms [2021-09-28 04:28:20 main:574] : INFO : Epoch 1868 | loss: 0.0310754 | val_loss: 0.0311366 | Time: 4694.53 ms [2021-09-28 04:28:25 main:574] : INFO : Epoch 1869 | loss: 0.0310756 | val_loss: 0.0311307 | Time: 4940.98 ms [2021-09-28 04:28:30 main:574] : INFO : Epoch 1870 | loss: 0.0310737 | val_loss: 0.0311381 | Time: 4748.69 ms [2021-09-28 04:28:35 main:574] : INFO : Epoch 1871 | loss: 0.0310796 | val_loss: 0.0311498 | Time: 5082.71 ms [2021-09-28 04:28:40 main:574] : INFO : Epoch 1872 | loss: 0.0310795 | val_loss: 0.031132 | Time: 5130.82 ms [2021-09-28 04:28:45 main:574] : INFO : Epoch 1873 | loss: 0.0310771 | val_loss: 0.0311342 | Time: 4769.66 ms [2021-09-28 04:28:50 main:574] : INFO : Epoch 1874 | loss: 0.0310763 | val_loss: 0.0311236 | Time: 4700.22 ms [2021-09-28 04:28:55 main:574] : INFO : Epoch 1875 | loss: 0.0310779 | val_loss: 0.0311367 | Time: 4708.62 ms [2021-09-28 04:28:59 main:574] : INFO : Epoch 1876 | loss: 0.03109 | val_loss: 0.031139 | Time: 4816.57 ms [2021-09-28 04:29:04 main:574] : INFO : Epoch 1877 | loss: 0.0310965 | val_loss: 0.0311328 | Time: 4879.88 ms [2021-09-28 04:29:09 main:574] : INFO : Epoch 1878 | loss: 0.0310891 | val_loss: 0.0311311 | Time: 4755.74 ms [2021-09-28 04:29:14 main:574] : INFO : Epoch 1879 | loss: 0.0310855 | val_loss: 0.0311335 | Time: 4855.11 ms [2021-09-28 04:29:19 main:574] : INFO : Epoch 1880 | loss: 0.0310826 | val_loss: 0.0311328 | Time: 4697.57 ms [2021-09-28 04:29:23 main:574] : INFO : Epoch 1881 | loss: 0.0310825 | val_loss: 0.0311334 | Time: 4674.13 ms [2021-09-28 04:29:28 main:574] : INFO : Epoch 1882 | loss: 0.0310775 | val_loss: 0.0311299 | Time: 4978.16 ms [2021-09-28 04:29:33 main:574] : INFO : Epoch 1883 | loss: 0.031079 | val_loss: 0.03113 | Time: 4820.7 ms [2021-09-28 04:29:38 main:574] : INFO : Epoch 1884 | loss: 0.0310769 | val_loss: 0.0311347 | Time: 4886.47 ms [2021-09-28 04:29:43 main:574] : INFO : Epoch 1885 | loss: 0.0310744 | val_loss: 0.0311361 | Time: 5101.93 ms [2021-09-28 04:29:48 main:574] : INFO : Epoch 1886 | loss: 0.0310774 | val_loss: 0.031138 | Time: 4798.89 ms [2021-09-28 04:29:53 main:574] : INFO : Epoch 1887 | loss: 0.0310769 | val_loss: 0.0311308 | Time: 4851.13 ms [2021-09-28 04:29:58 main:574] : INFO : Epoch 1888 | loss: 0.0310713 | val_loss: 0.0311374 | Time: 4862.96 ms [2021-09-28 04:30:03 main:574] : INFO : Epoch 1889 | loss: 0.0310722 | val_loss: 0.0311425 | Time: 4854.91 ms [2021-09-28 04:30:07 main:574] : INFO : Epoch 1890 | loss: 0.0310725 | val_loss: 0.031133 | Time: 4758.84 ms [2021-09-28 04:30:12 main:574] : INFO : Epoch 1891 | loss: 0.0310698 | val_loss: 0.031141 | Time: 4914.95 ms [2021-09-28 04:30:17 main:574] : INFO : Epoch 1892 | loss: 0.0310689 | val_loss: 0.0311344 | Time: 4929.44 ms [2021-09-28 04:30:22 main:574] : INFO : Epoch 1893 | loss: 0.0310685 | val_loss: 0.031136 | Time: 4819.46 ms [2021-09-28 04:30:27 main:574] : INFO : Epoch 1894 | loss: 0.0310712 | val_loss: 0.0311365 | Time: 4829.48 ms [2021-09-28 04:30:32 main:574] : INFO : Epoch 1895 | loss: 0.0310699 | val_loss: 0.0311342 | Time: 5030.24 ms [2021-09-28 04:30:37 main:574] : INFO : Epoch 1896 | loss: 0.0310699 | val_loss: 0.0311338 | Time: 5115.2 ms [2021-09-28 04:30:42 main:574] : INFO : Epoch 1897 | loss: 0.0310751 | val_loss: 0.0311293 | Time: 4821.62 ms [2021-09-28 04:30:47 main:574] : INFO : Epoch 1898 | loss: 0.0310722 | val_loss: 0.0311391 | Time: 5247.34 ms [2021-09-28 04:30:52 main:574] : INFO : Epoch 1899 | loss: 0.0310768 | val_loss: 0.0311339 | Time: 4983.62 ms [2021-09-28 04:30:57 main:574] : INFO : Epoch 1900 | loss: 0.0310714 | val_loss: 0.0311383 | Time: 4790.26 ms [2021-09-28 04:31:02 main:574] : INFO : Epoch 1901 | loss: 0.0310723 | val_loss: 0.0311299 | Time: 4816.75 ms [2021-09-28 04:31:06 main:574] : INFO : Epoch 1902 | loss: 0.031073 | val_loss: 0.0311384 | Time: 4838.72 ms [2021-09-28 04:31:11 main:574] : INFO : Epoch 1903 | loss: 0.0310692 | val_loss: 0.0311348 | Time: 4777.19 ms [2021-09-28 04:31:16 main:574] : INFO : Epoch 1904 | loss: 0.0310688 | val_loss: 0.0311328 | Time: 4889.06 ms [2021-09-28 04:31:21 main:574] : INFO : Epoch 1905 | loss: 0.031071 | val_loss: 0.0311303 | Time: 4763.91 ms [2021-09-28 04:31:26 main:574] : INFO : Epoch 1906 | loss: 0.0310736 | val_loss: 0.0311373 | Time: 5056.16 ms [2021-09-28 04:31:31 main:574] : INFO : Epoch 1907 | loss: 0.0310774 | val_loss: 0.0311391 | Time: 4802.53 ms [2021-09-28 04:31:36 main:574] : INFO : Epoch 1908 | loss: 0.031072 | val_loss: 0.0311281 | Time: 4862.86 ms [2021-09-28 04:31:40 main:574] : INFO : Epoch 1909 | loss: 0.0310697 | val_loss: 0.0311334 | Time: 4609.7 ms [2021-09-28 04:31:45 main:574] : INFO : Epoch 1910 | loss: 0.0310687 | val_loss: 0.0311307 | Time: 5046.89 ms [2021-09-28 04:31:50 main:574] : INFO : Epoch 1911 | loss: 0.0310695 | val_loss: 0.0311387 | Time: 4980.44 ms [2021-09-28 04:31:55 main:574] : INFO : Epoch 1912 | loss: 0.0310719 | val_loss: 0.0311374 | Time: 5225.86 ms [2021-09-28 04:32:00 main:574] : INFO : Epoch 1913 | loss: 0.031074 | val_loss: 0.0311299 | Time: 4908.48 ms [2021-09-28 04:32:05 main:574] : INFO : Epoch 1914 | loss: 0.0310745 | val_loss: 0.0311329 | Time: 4817.72 ms [2021-09-28 04:32:10 main:574] : INFO : Epoch 1915 | loss: 0.0310753 | val_loss: 0.0311303 | Time: 4819.93 ms [2021-09-28 04:32:15 main:574] : INFO : Epoch 1916 | loss: 0.0310731 | val_loss: 0.0311384 | Time: 4865.79 ms [2021-09-28 04:32:20 main:574] : INFO : Epoch 1917 | loss: 0.0310761 | val_loss: 0.0311325 | Time: 4717.69 ms [2021-09-28 04:32:25 main:574] : INFO : Epoch 1918 | loss: 0.0310709 | val_loss: 0.0311358 | Time: 4843.51 ms [2021-09-28 04:32:29 main:574] : INFO : Epoch 1919 | loss: 0.0310729 | val_loss: 0.0311473 | Time: 4731.51 ms [2021-09-28 04:32:34 main:574] : INFO : Epoch 1920 | loss: 0.0310821 | val_loss: 0.031133 | Time: 4753.01 ms [2021-09-28 04:32:39 main:574] : INFO : Epoch 1921 | loss: 0.0310755 | val_loss: 0.0311368 | Time: 4883.74 ms [2021-09-28 04:32:44 main:574] : INFO : Epoch 1922 | loss: 0.0310745 | val_loss: 0.0311328 | Time: 4829.25 ms [2021-09-28 04:32:49 main:574] : INFO : Epoch 1923 | loss: 0.0310772 | val_loss: 0.0311407 | Time: 4904.1 ms [2021-09-28 04:32:54 main:574] : INFO : Epoch 1924 | loss: 0.0310717 | val_loss: 0.0311361 | Time: 4856.19 ms [2021-09-28 04:32:59 main:574] : INFO : Epoch 1925 | loss: 0.0310742 | val_loss: 0.0311291 | Time: 5144.93 ms [2021-09-28 04:33:04 main:574] : INFO : Epoch 1926 | loss: 0.0310756 | val_loss: 0.0311382 | Time: 5096.44 ms [2021-09-28 04:33:09 main:574] : INFO : Epoch 1927 | loss: 0.0310774 | val_loss: 0.0311325 | Time: 4830.73 ms [2021-09-28 04:33:13 main:574] : INFO : Epoch 1928 | loss: 0.0310711 | val_loss: 0.0311298 | Time: 4711.57 ms [2021-09-28 04:33:18 main:574] : INFO : Epoch 1929 | loss: 0.031069 | val_loss: 0.0311337 | Time: 4938.45 ms [2021-09-28 04:33:23 main:574] : INFO : Epoch 1930 | loss: 0.0310702 | val_loss: 0.0311361 | Time: 4721.03 ms [2021-09-28 04:33:28 main:574] : INFO : Epoch 1931 | loss: 0.0310701 | val_loss: 0.0311357 | Time: 4912.11 ms [2021-09-28 04:33:33 main:574] : INFO : Epoch 1932 | loss: 0.0310707 | val_loss: 0.0311366 | Time: 4861.79 ms [2021-09-28 04:33:37 main:574] : INFO : Epoch 1933 | loss: 0.0310697 | val_loss: 0.0311523 | Time: 4700.36 ms [2021-09-28 04:33:42 main:574] : INFO : Epoch 1934 | loss: 0.0310744 | val_loss: 0.0311377 | Time: 4861.56 ms [2021-09-28 04:33:47 main:574] : INFO : Epoch 1935 | loss: 0.03107 | val_loss: 0.0311292 | Time: 4770.39 ms [2021-09-28 04:33:52 main:574] : INFO : Epoch 1936 | loss: 0.0310687 | val_loss: 0.0311415 | Time: 5137.32 ms [2021-09-28 04:33:57 main:574] : INFO : Epoch 1937 | loss: 0.0310697 | val_loss: 0.0311409 | Time: 4884.61 ms [2021-09-28 04:34:02 main:574] : INFO : Epoch 1938 | loss: 0.0310749 | val_loss: 0.0311415 | Time: 4771.23 ms [2021-09-28 04:34:07 main:574] : INFO : Epoch 1939 | loss: 0.0310707 | val_loss: 0.0311397 | Time: 5514.58 ms [2021-09-28 04:34:12 main:574] : INFO : Epoch 1940 | loss: 0.0310738 | val_loss: 0.0311419 | Time: 4784.19 ms [2021-09-28 04:34:17 main:574] : INFO : Epoch 1941 | loss: 0.0310758 | val_loss: 0.031134 | Time: 4881.95 ms [2021-09-28 04:34:22 main:574] : INFO : Epoch 1942 | loss: 0.0310875 | val_loss: 0.0311336 | Time: 4682.14 ms [2021-09-28 04:34:27 main:574] : INFO : Epoch 1943 | loss: 0.0310918 | val_loss: 0.0311403 | Time: 4796.74 ms [2021-09-28 04:34:31 main:574] : INFO : Epoch 1944 | loss: 0.0311066 | val_loss: 0.0311414 | Time: 4815.71 ms [2021-09-28 04:34:36 main:574] : INFO : Epoch 1945 | loss: 0.0311199 | val_loss: 0.0311383 | Time: 4633.42 ms [2021-09-28 04:34:41 main:574] : INFO : Epoch 1946 | loss: 0.0311142 | val_loss: 0.0311298 | Time: 5069.75 ms [2021-09-28 04:34:46 main:574] : INFO : Epoch 1947 | loss: 0.0311114 | val_loss: 0.0311309 | Time: 4744.43 ms [2021-09-28 04:34:51 main:574] : INFO : Epoch 1948 | loss: 0.0311062 | val_loss: 0.0311312 | Time: 4808.31 ms [2021-09-28 04:34:55 main:574] : INFO : Epoch 1949 | loss: 0.0311036 | val_loss: 0.0311313 | Time: 4789.68 ms [2021-09-28 04:35:00 main:574] : INFO : Epoch 1950 | loss: 0.031099 | val_loss: 0.0311282 | Time: 4783.13 ms [2021-09-28 04:35:05 main:574] : INFO : Epoch 1951 | loss: 0.0310964 | val_loss: 0.0311204 | Time: 5022.78 ms [2021-09-28 04:35:10 main:574] : INFO : Epoch 1952 | loss: 0.0310933 | val_loss: 0.0311215 | Time: 5028.89 ms [2021-09-28 04:35:16 main:574] : INFO : Epoch 1953 | loss: 0.0310915 | val_loss: 0.0311247 | Time: 5198.16 ms [2021-09-28 04:35:20 main:574] : INFO : Epoch 1954 | loss: 0.0310897 | val_loss: 0.0311242 | Time: 4895.07 ms [2021-09-28 04:35:25 main:574] : INFO : Epoch 1955 | loss: 0.0310873 | val_loss: 0.0311257 | Time: 4761.73 ms [2021-09-28 04:35:30 main:574] : INFO : Epoch 1956 | loss: 0.0310847 | val_loss: 0.0311287 | Time: 4890.97 ms [2021-09-28 04:35:35 main:574] : INFO : Epoch 1957 | loss: 0.0310851 | val_loss: 0.0311273 | Time: 4723.86 ms [2021-09-28 04:35:40 main:574] : INFO : Epoch 1958 | loss: 0.0310848 | val_loss: 0.0311304 | Time: 4877.94 ms [2021-09-28 04:35:45 main:574] : INFO : Epoch 1959 | loss: 0.0310846 | val_loss: 0.0311266 | Time: 4980.44 ms [2021-09-28 04:35:50 main:574] : INFO : Epoch 1960 | loss: 0.031086 | val_loss: 0.0311356 | Time: 5008.85 ms [2021-09-28 04:35:55 main:574] : INFO : Epoch 1961 | loss: 0.0310844 | val_loss: 0.0311298 | Time: 4856.08 ms [2021-09-28 04:35:59 main:574] : INFO : Epoch 1962 | loss: 0.0310852 | val_loss: 0.031127 | Time: 4823.15 ms [2021-09-28 04:36:04 main:574] : INFO : Epoch 1963 | loss: 0.031084 | val_loss: 0.0311263 | Time: 4746.84 ms [2021-09-28 04:36:09 main:574] : INFO : Epoch 1964 | loss: 0.0310842 | val_loss: 0.0311236 | Time: 5290.77 ms [2021-09-28 04:36:14 main:574] : INFO : Epoch 1965 | loss: 0.0310858 | val_loss: 0.0311325 | Time: 4882.43 ms [2021-09-28 04:36:20 main:574] : INFO : Epoch 1966 | loss: 0.0310822 | val_loss: 0.0311264 | Time: 5509.51 ms [2021-09-28 04:36:25 main:574] : INFO : Epoch 1967 | loss: 0.0310801 | val_loss: 0.0311296 | Time: 4717.77 ms [2021-09-28 04:36:29 main:574] : INFO : Epoch 1968 | loss: 0.0310835 | val_loss: 0.0311322 | Time: 4715.34 ms [2021-09-28 04:36:34 main:574] : INFO : Epoch 1969 | loss: 0.03108 | val_loss: 0.031132 | Time: 4654.51 ms [2021-09-28 04:36:39 main:574] : INFO : Epoch 1970 | loss: 0.031078 | val_loss: 0.031129 | Time: 4908.81 ms [2021-09-28 04:36:44 main:574] : INFO : Epoch 1971 | loss: 0.0310791 | val_loss: 0.031137 | Time: 4791.47 ms [2021-09-28 04:36:48 main:574] : INFO : Epoch 1972 | loss: 0.0310795 | val_loss: 0.0311291 | Time: 4636.26 ms [2021-09-28 04:36:53 main:574] : INFO : Epoch 1973 | loss: 0.0310788 | val_loss: 0.0311315 | Time: 4808.72 ms [2021-09-28 04:36:58 main:574] : INFO : Epoch 1974 | loss: 0.0310776 | val_loss: 0.0311326 | Time: 4777.72 ms [2021-09-28 04:37:03 main:574] : INFO : Epoch 1975 | loss: 0.0310835 | val_loss: 0.03114 | Time: 4881.2 ms [2021-09-28 04:37:08 main:574] : INFO : Epoch 1976 | loss: 0.0310787 | val_loss: 0.0311323 | Time: 4824.86 ms [2021-09-28 04:37:12 main:574] : INFO : Epoch 1977 | loss: 0.0310781 | val_loss: 0.0311323 | Time: 4877.05 ms [2021-09-28 04:37:17 main:574] : INFO : Epoch 1978 | loss: 0.0310764 | val_loss: 0.0311338 | Time: 4906.47 ms [2021-09-28 04:37:22 main:574] : INFO : Epoch 1979 | loss: 0.0310755 | val_loss: 0.0311334 | Time: 4947.03 ms [2021-09-28 04:37:28 main:574] : INFO : Epoch 1980 | loss: 0.0310767 | val_loss: 0.0311357 | Time: 5205.41 ms [2021-09-28 04:37:32 main:574] : INFO : Epoch 1981 | loss: 0.0310789 | val_loss: 0.0311309 | Time: 4792.68 ms [2021-09-28 04:37:37 main:574] : INFO : Epoch 1982 | loss: 0.0310745 | val_loss: 0.0311381 | Time: 4730.04 ms [2021-09-28 04:37:42 main:574] : INFO : Epoch 1983 | loss: 0.0310746 | val_loss: 0.0311363 | Time: 4797.08 ms [2021-09-28 04:37:47 main:574] : INFO : Epoch 1984 | loss: 0.0310752 | val_loss: 0.0311389 | Time: 4655.2 ms [2021-09-28 04:37:51 main:574] : INFO : Epoch 1985 | loss: 0.0310768 | val_loss: 0.0311314 | Time: 4926.37 ms [2021-09-28 04:37:56 main:574] : INFO : Epoch 1986 | loss: 0.0310781 | val_loss: 0.0311357 | Time: 4883.69 ms [2021-09-28 04:38:01 main:574] : INFO : Epoch 1987 | loss: 0.0310739 | val_loss: 0.0311363 | Time: 4700.63 ms [2021-09-28 04:38:06 main:574] : INFO : Epoch 1988 | loss: 0.0310729 | val_loss: 0.0311366 | Time: 4611.46 ms [2021-09-28 04:38:10 main:574] : INFO : Epoch 1989 | loss: 0.031074 | val_loss: 0.0311369 | Time: 4688.59 ms [2021-09-28 04:38:15 main:574] : INFO : Epoch 1990 | loss: 0.0310723 | val_loss: 0.0311392 | Time: 4829.61 ms [2021-09-28 04:38:20 main:574] : INFO : Epoch 1991 | loss: 0.031076 | val_loss: 0.0311389 | Time: 4953.42 ms [2021-09-28 04:38:25 main:574] : INFO : Epoch 1992 | loss: 0.0310831 | val_loss: 0.031143 | Time: 4773.46 ms [2021-09-28 04:38:30 main:574] : INFO : Epoch 1993 | loss: 0.031083 | val_loss: 0.0311312 | Time: 4922.91 ms [2021-09-28 04:38:35 main:574] : INFO : Epoch 1994 | loss: 0.0310815 | val_loss: 0.0311345 | Time: 5026.99 ms [2021-09-28 04:38:40 main:574] : INFO : Epoch 1995 | loss: 0.0310811 | val_loss: 0.0311418 | Time: 4885.32 ms [2021-09-28 04:38:45 main:574] : INFO : Epoch 1996 | loss: 0.0310775 | val_loss: 0.0311322 | Time: 4713.21 ms [2021-09-28 04:38:49 main:574] : INFO : Epoch 1997 | loss: 0.0310767 | val_loss: 0.0311381 | Time: 4777.69 ms [2021-09-28 04:38:54 main:574] : INFO : Epoch 1998 | loss: 0.0310762 | val_loss: 0.0311379 | Time: 4888.73 ms [2021-09-28 04:38:59 main:574] : INFO : Epoch 1999 | loss: 0.0310741 | val_loss: 0.0311356 | Time: 4835.99 ms [2021-09-28 04:39:04 main:574] : INFO : Epoch 2000 | loss: 0.031074 | val_loss: 0.0311427 | Time: 4988.61 ms [2021-09-28 04:39:09 main:574] : INFO : Epoch 2001 | loss: 0.0310763 | val_loss: 0.0311322 | Time: 4822.57 ms [2021-09-28 04:39:14 main:574] : INFO : Epoch 2002 | loss: 0.0310771 | val_loss: 0.0311416 | Time: 4750.14 ms [2021-09-28 04:39:19 main:574] : INFO : Epoch 2003 | loss: 0.0310767 | val_loss: 0.031135 | Time: 4919.99 ms [2021-09-28 04:39:23 main:574] : INFO : Epoch 2004 | loss: 0.0310784 | val_loss: 0.0311318 | Time: 4705.84 ms [2021-09-28 04:39:28 main:574] : INFO : Epoch 2005 | loss: 0.0310782 | val_loss: 0.0311373 | Time: 5106.33 ms [2021-09-28 04:39:33 main:574] : INFO : Epoch 2006 | loss: 0.0310779 | val_loss: 0.0311371 | Time: 4808.06 ms [2021-09-28 04:39:39 main:574] : INFO : Epoch 2007 | loss: 0.0310748 | val_loss: 0.0311351 | Time: 5413.82 ms [2021-09-28 04:39:43 main:574] : INFO : Epoch 2008 | loss: 0.0310725 | val_loss: 0.031131 | Time: 4660.59 ms [2021-09-28 04:39:48 main:574] : INFO : Epoch 2009 | loss: 0.0310747 | val_loss: 0.0311468 | Time: 4805.06 ms [2021-09-28 04:39:53 main:574] : INFO : Epoch 2010 | loss: 0.0310741 | val_loss: 0.031134 | Time: 4908.62 ms [2021-09-28 04:39:58 main:574] : INFO : Epoch 2011 | loss: 0.0310718 | val_loss: 0.0311353 | Time: 4796.62 ms [2021-09-28 04:40:03 main:574] : INFO : Epoch 2012 | loss: 0.031072 | val_loss: 0.0311357 | Time: 4919.43 ms [2021-09-28 04:40:07 main:574] : INFO : Epoch 2013 | loss: 0.0310731 | val_loss: 0.0311372 | Time: 4718.76 ms [2021-09-28 04:40:12 main:574] : INFO : Epoch 2014 | loss: 0.0310716 | val_loss: 0.0311362 | Time: 4780.71 ms [2021-09-28 04:40:17 main:574] : INFO : Epoch 2015 | loss: 0.0310765 | val_loss: 0.0311365 | Time: 4840.18 ms [2021-09-28 04:40:22 main:574] : INFO : Epoch 2016 | loss: 0.0310758 | val_loss: 0.0311348 | Time: 4738.86 ms [2021-09-28 04:40:27 main:574] : INFO : Epoch 2017 | loss: 0.0310754 | val_loss: 0.0311366 | Time: 4866.33 ms [2021-09-28 04:40:32 main:574] : INFO : Epoch 2018 | loss: 0.0310763 | val_loss: 0.0311365 | Time: 4923.83 ms [2021-09-28 04:40:36 main:574] : INFO : Epoch 2019 | loss: 0.0310786 | val_loss: 0.0311353 | Time: 4859.18 ms [2021-09-28 04:40:42 main:574] : INFO : Epoch 2020 | loss: 0.031079 | val_loss: 0.0311385 | Time: 5180.23 ms [2021-09-28 04:40:47 main:574] : INFO : Epoch 2021 | loss: 0.0310853 | val_loss: 0.0311357 | Time: 5194.16 ms [2021-09-28 04:40:52 main:574] : INFO : Epoch 2022 | loss: 0.0310865 | val_loss: 0.0311464 | Time: 4728.52 ms [2021-09-28 04:40:56 main:574] : INFO : Epoch 2023 | loss: 0.0310814 | val_loss: 0.0311313 | Time: 4802.29 ms [2021-09-28 04:41:01 main:574] : INFO : Epoch 2024 | loss: 0.0310776 | val_loss: 0.031131 | Time: 4854.85 ms [2021-09-28 04:41:06 main:574] : INFO : Epoch 2025 | loss: 0.0310779 | val_loss: 0.0311328 | Time: 4861.31 ms [2021-09-28 04:41:11 main:574] : INFO : Epoch 2026 | loss: 0.0310797 | val_loss: 0.0311349 | Time: 4950.32 ms [2021-09-28 04:41:16 main:574] : INFO : Epoch 2027 | loss: 0.0310791 | val_loss: 0.0311285 | Time: 4821.31 ms [2021-09-28 04:41:21 main:574] : INFO : Epoch 2028 | loss: 0.03108 | val_loss: 0.0311332 | Time: 4674.33 ms [2021-09-28 04:41:25 main:574] : INFO : Epoch 2029 | loss: 0.0310773 | val_loss: 0.0311364 | Time: 4760.29 ms [2021-09-28 04:41:30 main:574] : INFO : Epoch 2030 | loss: 0.0310756 | val_loss: 0.0311326 | Time: 4743.87 ms [2021-09-28 04:41:35 main:574] : INFO : Epoch 2031 | loss: 0.0310737 | val_loss: 0.0311358 | Time: 4831.28 ms [2021-09-28 04:41:40 main:574] : INFO : Epoch 2032 | loss: 0.0310743 | val_loss: 0.031136 | Time: 4852.86 ms [2021-09-28 04:41:45 main:574] : INFO : Epoch 2033 | loss: 0.0310719 | val_loss: 0.03113 | Time: 4870.69 ms [2021-09-28 04:41:50 main:574] : INFO : Epoch 2034 | loss: 0.0310707 | val_loss: 0.0311291 | Time: 5083.4 ms [2021-09-28 04:41:55 main:574] : INFO : Epoch 2035 | loss: 0.0310736 | val_loss: 0.0311332 | Time: 5066.85 ms [2021-09-28 04:42:00 main:574] : INFO : Epoch 2036 | loss: 0.0310779 | val_loss: 0.031139 | Time: 4791.78 ms [2021-09-28 04:42:04 main:574] : INFO : Epoch 2037 | loss: 0.031077 | val_loss: 0.0311413 | Time: 4761.56 ms [2021-09-28 04:42:09 main:574] : INFO : Epoch 2038 | loss: 0.0310757 | val_loss: 0.0311408 | Time: 4852.48 ms [2021-09-28 04:42:14 main:574] : INFO : Epoch 2039 | loss: 0.031071 | val_loss: 0.0311359 | Time: 4776.2 ms [2021-09-28 04:42:19 main:574] : INFO : Epoch 2040 | loss: 0.0310709 | val_loss: 0.031132 | Time: 5111.58 ms [2021-09-28 04:42:24 main:574] : INFO : Epoch 2041 | loss: 0.0310685 | val_loss: 0.0311435 | Time: 4713.55 ms [2021-09-28 04:42:29 main:574] : INFO : Epoch 2042 | loss: 0.0310693 | val_loss: 0.0311335 | Time: 4804.71 ms [2021-09-28 04:42:33 main:574] : INFO : Epoch 2043 | loss: 0.0310699 | val_loss: 0.0311372 | Time: 4784.23 ms [2021-09-28 04:42:38 main:574] : INFO : Epoch 2044 | loss: 0.0310694 | val_loss: 0.0311394 | Time: 4683.22 ms [2021-09-28 04:42:43 main:574] : INFO : Epoch 2045 | loss: 0.0310703 | val_loss: 0.0311417 | Time: 4938.66 ms [2021-09-28 04:42:48 main:574] : INFO : Epoch 2046 | loss: 0.0310687 | val_loss: 0.0311368 | Time: 4874.76 ms [2021-09-28 04:42:53 main:574] : INFO : Epoch 2047 | loss: 0.0310688 | val_loss: 0.0311292 | Time: 4881.22 ms [2021-09-28 04:42:58 main:574] : INFO : Epoch 2048 | loss: 0.031074 | val_loss: 0.031136 | Time: 5068.48 ms [2021-09-28 04:42:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031136 [2021-09-28 04:42:58 main:603] : INFO : Saving end state to config to file [2021-09-28 04:42:58 main:608] : INFO : Success, exiting.. 04:42:58 (3700): 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)