Task 5231326
| Name | ParityMachine-1619233113-9133-3_0 |
| Workunit | 3148916 |
| Created | 25 May 2021, 12:31:31 UTC |
| Sent | 28 May 2021, 18:38:11 UTC |
| Report deadline | 4 Jun 2021, 18:38:11 UTC |
| Received | 29 May 2021, 0:47:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 1 min 6 sec |
| CPU time | 5 hours 37 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0311398 | Time: 10890.6 ms [2021-05-29 01:11:42 main:574] : INFO : Epoch 1542 | loss: 0.031106 | val_loss: 0.0311373 | Time: 10464.7 ms [2021-05-29 01:11:53 main:574] : INFO : Epoch 1543 | loss: 0.031103 | val_loss: 0.0311359 | Time: 10827.2 ms [2021-05-29 01:12:04 main:574] : INFO : Epoch 1544 | loss: 0.0311014 | val_loss: 0.0311372 | Time: 10682.6 ms [2021-05-29 01:12:14 main:574] : INFO : Epoch 1545 | loss: 0.0311018 | val_loss: 0.0311383 | Time: 10460.1 ms [2021-05-29 01:12:24 main:574] : INFO : Epoch 1546 | loss: 0.0311016 | val_loss: 0.0311328 | Time: 10002.1 ms [2021-05-29 01:12:35 main:574] : INFO : Epoch 1547 | loss: 0.0310995 | val_loss: 0.0311397 | Time: 10411.9 ms [2021-05-29 01:12:46 main:574] : INFO : Epoch 1548 | loss: 0.031099 | val_loss: 0.0311376 | Time: 10525 ms [2021-05-29 01:12:56 main:574] : INFO : Epoch 1549 | loss: 0.0310981 | val_loss: 0.0311357 | Time: 10709 ms [2021-05-29 01:13:07 main:574] : INFO : Epoch 1550 | loss: 0.0310971 | val_loss: 0.0311341 | Time: 10667.2 ms [2021-05-29 01:13:17 main:574] : INFO : Epoch 1551 | loss: 0.0310966 | val_loss: 0.031136 | Time: 10269.7 ms [2021-05-29 01:13:28 main:574] : INFO : Epoch 1552 | loss: 0.0310959 | val_loss: 0.0311354 | Time: 10715.1 ms [2021-05-29 01:13:39 main:574] : INFO : Epoch 1553 | loss: 0.031096 | val_loss: 0.0311348 | Time: 10546.2 ms [2021-05-29 01:13:50 main:574] : INFO : Epoch 1554 | loss: 0.031096 | val_loss: 0.0311377 | Time: 10808.9 ms [2021-05-29 01:14:00 main:574] : INFO : Epoch 1555 | loss: 0.031096 | val_loss: 0.0311356 | Time: 10270.8 ms [2021-05-29 01:14:10 main:574] : INFO : Epoch 1556 | loss: 0.0310981 | val_loss: 0.0311346 | Time: 10243.4 ms [2021-05-29 01:14:21 main:574] : INFO : Epoch 1557 | loss: 0.0310969 | val_loss: 0.0311353 | Time: 10727.7 ms [2021-05-29 01:14:32 main:574] : INFO : Epoch 1558 | loss: 0.0310962 | val_loss: 0.0311335 | Time: 10864.2 ms [2021-05-29 01:14:43 main:574] : INFO : Epoch 1559 | loss: 0.0310955 | val_loss: 0.0311364 | Time: 10802.7 ms [2021-05-29 01:14:54 main:574] : INFO : Epoch 1560 | loss: 0.0310949 | val_loss: 0.0311382 | Time: 11196.1 ms [2021-05-29 01:15:05 main:574] : INFO : Epoch 1561 | loss: 0.031096 | val_loss: 0.031137 | Time: 10648.2 ms [2021-05-29 01:15:14 main:574] : INFO : Epoch 1562 | loss: 0.0310955 | val_loss: 0.0311354 | Time: 9672.99 ms [2021-05-29 01:15:25 main:574] : INFO : Epoch 1563 | loss: 0.0310944 | val_loss: 0.0311379 | Time: 10750.1 ms [2021-05-29 01:15:36 main:574] : INFO : Epoch 1564 | loss: 0.0310976 | val_loss: 0.0311343 | Time: 10716.1 ms [2021-05-29 01:15:46 main:574] : INFO : Epoch 1565 | loss: 0.0310983 | val_loss: 0.0311347 | Time: 10528.5 ms [2021-05-29 01:15:57 main:574] : INFO : Epoch 1566 | loss: 0.0310984 | val_loss: 0.0311383 | Time: 10486.5 ms [2021-05-29 01:16:08 main:574] : INFO : Epoch 1567 | loss: 0.031096 | val_loss: 0.0311359 | Time: 11378.9 ms [2021-05-29 01:16:19 main:574] : INFO : Epoch 1568 | loss: 0.0310965 | val_loss: 0.0311341 | Time: 10716.3 ms [2021-05-29 01:16:30 main:574] : INFO : Epoch 1569 | loss: 0.0310993 | val_loss: 0.0311406 | Time: 10746.2 ms [2021-05-29 01:16:40 main:574] : INFO : Epoch 1570 | loss: 0.0311 | val_loss: 0.0311364 | Time: 10249 ms [2021-05-29 01:16:51 main:574] : INFO : Epoch 1571 | loss: 0.0310982 | val_loss: 0.031138 | Time: 10915.7 ms [2021-05-29 01:17:02 main:574] : INFO : Epoch 1572 | loss: 0.0310985 | val_loss: 0.0311418 | Time: 10292.8 ms [2021-05-29 01:17:12 main:574] : INFO : Epoch 1573 | loss: 0.031099 | val_loss: 0.0311406 | Time: 10114.4 ms [2021-05-29 01:17:22 main:574] : INFO : Epoch 1574 | loss: 0.0311007 | val_loss: 0.0311352 | Time: 10481.6 ms [2021-05-29 01:17:33 main:574] : INFO : Epoch 1575 | loss: 0.0311046 | val_loss: 0.0311367 | Time: 10577.7 ms [2021-05-29 01:17:42 main:574] : INFO : Epoch 1576 | loss: 0.0311048 | val_loss: 0.0311399 | Time: 9505.3 ms [2021-05-29 01:17:54 main:574] : INFO : Epoch 1577 | loss: 0.031108 | val_loss: 0.0311362 | Time: 11333.3 ms [2021-05-29 01:18:04 main:574] : INFO : Epoch 1578 | loss: 0.0311054 | val_loss: 0.0311343 | Time: 10187.1 ms [2021-05-29 01:18:14 main:574] : INFO : Epoch 1579 | loss: 0.031103 | val_loss: 0.0311337 | Time: 10121.5 ms [2021-05-29 01:18:25 main:574] : INFO : Epoch 1580 | loss: 0.0311016 | val_loss: 0.031137 | Time: 10243.2 ms [2021-05-29 01:18:35 main:574] : INFO : Epoch 1581 | loss: 0.0310997 | val_loss: 0.0311365 | Time: 10304.3 ms [2021-05-29 01:18:45 main:574] : INFO : Epoch 1582 | loss: 0.0311002 | val_loss: 0.0311389 | Time: 9700.59 ms [2021-05-29 01:18:55 main:574] : INFO : Epoch 1583 | loss: 0.0310986 | val_loss: 0.0311372 | Time: 10463.1 ms [2021-05-29 01:19:06 main:574] : INFO : Epoch 1584 | loss: 0.0310992 | val_loss: 0.0311431 | Time: 10354.7 ms [2021-05-29 01:19:16 main:574] : INFO : Epoch 1585 | loss: 0.031106 | val_loss: 0.0311395 | Time: 10762.6 ms [2021-05-29 01:19:27 main:574] : INFO : Epoch 1586 | loss: 0.0311072 | val_loss: 0.031136 | Time: 10611.1 ms [2021-05-29 01:19:38 main:574] : INFO : Epoch 1587 | loss: 0.0311088 | val_loss: 0.0311343 | Time: 10905.3 ms [2021-05-29 01:19:49 main:574] : INFO : Epoch 1588 | loss: 0.0311073 | val_loss: 0.0311347 | Time: 10697.2 ms [2021-05-29 01:19:59 main:574] : INFO : Epoch 1589 | loss: 0.0311021 | val_loss: 0.0311296 | Time: 10378.9 ms [2021-05-29 01:20:10 main:574] : INFO : Epoch 1590 | loss: 0.0311005 | val_loss: 0.0311302 | Time: 10439.9 ms [2021-05-29 01:20:20 main:574] : INFO : Epoch 1591 | loss: 0.0310999 | val_loss: 0.0311293 | Time: 10718.3 ms [2021-05-29 01:20:31 main:574] : INFO : Epoch 1592 | loss: 0.0310979 | val_loss: 0.0311328 | Time: 10027.1 ms [2021-05-29 01:20:41 main:574] : INFO : Epoch 1593 | loss: 0.0311002 | val_loss: 0.0311315 | Time: 10558.7 ms [2021-05-29 01:20:51 main:574] : INFO : Epoch 1594 | loss: 0.0311095 | val_loss: 0.0311306 | Time: 10167.6 ms [2021-05-29 01:21:02 main:574] : INFO : Epoch 1595 | loss: 0.0311067 | val_loss: 0.0311279 | Time: 10341.9 ms [2021-05-29 01:21:12 main:574] : INFO : Epoch 1596 | loss: 0.0311032 | val_loss: 0.0311282 | Time: 10183.2 ms [2021-05-29 01:21:23 main:574] : INFO : Epoch 1597 | loss: 0.0311044 | val_loss: 0.0311283 | Time: 10383.3 ms [2021-05-29 01:21:33 main:574] : INFO : Epoch 1598 | loss: 0.0311073 | val_loss: 0.0311324 | Time: 10442.7 ms [2021-05-29 01:21:44 main:574] : INFO : Epoch 1599 | loss: 0.0311056 | val_loss: 0.031138 | Time: 10783.9 ms [2021-05-29 01:21:55 main:574] : INFO : Epoch 1600 | loss: 0.0311079 | val_loss: 0.0311359 | Time: 10798.7 ms [2021-05-29 01:22:05 main:574] : INFO : Epoch 1601 | loss: 0.0311062 | val_loss: 0.0311335 | Time: 10527.3 ms [2021-05-29 01:22:16 main:574] : INFO : Epoch 1602 | loss: 0.0311036 | val_loss: 0.0311303 | Time: 10080.1 ms [2021-05-29 01:22:27 main:574] : INFO : Epoch 1603 | loss: 0.0310996 | val_loss: 0.0311311 | Time: 11116 ms [2021-05-29 01:22:37 main:574] : INFO : Epoch 1604 | loss: 0.0310998 | val_loss: 0.0311342 | Time: 10396.1 ms [2021-05-29 01:22:47 main:574] : INFO : Epoch 1605 | loss: 0.0310996 | val_loss: 0.0311365 | Time: 10128.1 ms [2021-05-29 01:22:58 main:574] : INFO : Epoch 1606 | loss: 0.0311042 | val_loss: 0.0311353 | Time: 10707.3 ms [2021-05-29 01:23:09 main:574] : INFO : Epoch 1607 | loss: 0.0311047 | val_loss: 0.0311325 | Time: 10874.8 ms [2021-05-29 01:23:20 main:574] : INFO : Epoch 1608 | loss: 0.0311009 | val_loss: 0.0311344 | Time: 11245.8 ms [2021-05-29 01:23:31 main:574] : INFO : Epoch 1609 | loss: 0.0310984 | val_loss: 0.0311316 | Time: 10691.8 ms [2021-05-29 01:23:41 main:574] : INFO : Epoch 1610 | loss: 0.0311005 | val_loss: 0.0311372 | Time: 9908.28 ms [2021-05-29 01:23:51 main:574] : INFO : Epoch 1611 | loss: 0.0311027 | val_loss: 0.0311384 | Time: 10215.1 ms [2021-05-29 01:24:02 main:574] : INFO : Epoch 1612 | loss: 0.0311002 | val_loss: 0.0311369 | Time: 10479.8 ms [2021-05-29 01:24:12 main:574] : INFO : Epoch 1613 | loss: 0.031098 | val_loss: 0.031134 | Time: 10534.5 ms [2021-05-29 01:24:23 main:574] : INFO : Epoch 1614 | loss: 0.0310975 | val_loss: 0.0311322 | Time: 10682.8 ms [2021-05-29 01:24:33 main:574] : INFO : Epoch 1615 | loss: 0.031098 | val_loss: 0.0311339 | Time: 10164.3 ms [2021-05-29 01:24:44 main:574] : INFO : Epoch 1616 | loss: 0.0310979 | val_loss: 0.0311376 | Time: 10488.6 ms [2021-05-29 01:24:54 main:574] : INFO : Epoch 1617 | loss: 0.0310955 | val_loss: 0.0311392 | Time: 10532.6 ms [2021-05-29 01:25:06 main:574] : INFO : Epoch 1618 | loss: 0.0310953 | val_loss: 0.0311405 | Time: 11058.6 ms [2021-05-29 01:25:16 main:574] : INFO : Epoch 1619 | loss: 0.0310976 | val_loss: 0.0311375 | Time: 10737.2 ms [2021-05-29 01:25:27 main:574] : INFO : Epoch 1620 | loss: 0.0310989 | val_loss: 0.0311438 | Time: 10653.5 ms [2021-05-29 01:25:38 main:574] : INFO : Epoch 1621 | loss: 0.0311047 | val_loss: 0.0311432 | Time: 10679.8 ms [2021-05-29 01:25:48 main:574] : INFO : Epoch 1622 | loss: 0.0315781 | val_loss: 0.032666 | Time: 10479.5 ms [2021-05-29 01:26:00 main:574] : INFO : Epoch 1623 | loss: 0.0342523 | val_loss: 0.0319529 | Time: 11267 ms [2021-05-29 01:26:11 main:574] : INFO : Epoch 1624 | loss: 0.0323179 | val_loss: 0.0315869 | Time: 11248.9 ms [2021-05-29 01:26:21 main:574] : INFO : Epoch 1625 | loss: 0.0313599 | val_loss: 0.0312713 | Time: 10365.6 ms [2021-05-29 01:26:32 main:574] : INFO : Epoch 1626 | loss: 0.0312403 | val_loss: 0.031208 | Time: 10185.9 ms [2021-05-29 01:26:43 main:574] : INFO : Epoch 1627 | loss: 0.0311888 | val_loss: 0.0311789 | Time: 10991.7 ms [2021-05-29 01:26:54 main:574] : INFO : Epoch 1628 | loss: 0.0311736 | val_loss: 0.0311719 | Time: 10973.4 ms [2021-05-29 01:27:04 main:574] : INFO : Epoch 1629 | loss: 0.0311694 | val_loss: 0.0311679 | Time: 10650 ms [2021-05-29 01:27:15 main:574] : INFO : Epoch 1630 | loss: 0.0311659 | val_loss: 0.0311648 | Time: 10410.6 ms [2021-05-29 01:27:25 main:574] : INFO : Epoch 1631 | loss: 0.0311628 | val_loss: 0.0311627 | Time: 10044.9 ms [2021-05-29 01:27:36 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311624 | Time: 10660.4 ms [2021-05-29 01:27:47 main:574] : INFO : Epoch 1633 | loss: 0.0311591 | val_loss: 0.0311611 | Time: 10794.3 ms [2021-05-29 01:27:57 main:574] : INFO : Epoch 1634 | loss: 0.0311571 | val_loss: 0.0311583 | Time: 10604.7 ms [2021-05-29 01:28:08 main:574] : INFO : Epoch 1635 | loss: 0.0311559 | val_loss: 0.0311569 | Time: 10456.4 ms [2021-05-29 01:28:19 main:574] : INFO : Epoch 1636 | loss: 0.0311547 | val_loss: 0.0311557 | Time: 11216.2 ms [2021-05-29 01:28:30 main:574] : INFO : Epoch 1637 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 10499.1 ms [2021-05-29 01:28:40 main:574] : INFO : Epoch 1638 | loss: 0.0311549 | val_loss: 0.0311551 | Time: 10616.5 ms [2021-05-29 01:28:51 main:574] : INFO : Epoch 1639 | loss: 0.0311495 | val_loss: 0.0311511 | Time: 10207.5 ms [2021-05-29 01:29:01 main:574] : INFO : Epoch 1640 | loss: 0.0311468 | val_loss: 0.0311512 | Time: 10353.4 ms [2021-05-29 01:29:11 main:574] : INFO : Epoch 1641 | loss: 0.0311459 | val_loss: 0.0311513 | Time: 9609.5 ms [2021-05-29 01:29:21 main:574] : INFO : Epoch 1642 | loss: 0.0311441 | val_loss: 0.031149 | Time: 10087 ms [2021-05-29 01:29:31 main:574] : INFO : Epoch 1643 | loss: 0.0311424 | val_loss: 0.0311464 | Time: 10226 ms [2021-05-29 01:29:42 main:574] : INFO : Epoch 1644 | loss: 0.0311409 | val_loss: 0.0311454 | Time: 10511.1 ms [2021-05-29 01:29:52 main:574] : INFO : Epoch 1645 | loss: 0.0311355 | val_loss: 0.031147 | Time: 10692.2 ms [2021-05-29 01:30:02 main:574] : INFO : Epoch 1646 | loss: 0.0311328 | val_loss: 0.0311426 | Time: 9903.35 ms [2021-05-29 01:30:13 main:574] : INFO : Epoch 1647 | loss: 0.0311293 | val_loss: 0.031143 | Time: 10664.5 ms [2021-05-29 01:30:24 main:574] : INFO : Epoch 1648 | loss: 0.0311272 | val_loss: 0.0311379 | Time: 10942.6 ms [2021-05-29 01:30:34 main:574] : INFO : Epoch 1649 | loss: 0.0311218 | val_loss: 0.0311356 | Time: 9836.78 ms [2021-05-29 01:30:46 main:574] : INFO : Epoch 1650 | loss: 0.0311212 | val_loss: 0.0311464 | Time: 11984 ms [2021-05-29 01:30:57 main:574] : INFO : Epoch 1651 | loss: 0.0311213 | val_loss: 0.0311394 | Time: 10925.3 ms [2021-05-29 01:31:07 main:574] : INFO : Epoch 1652 | loss: 0.0311188 | val_loss: 0.0311353 | Time: 10200.5 ms [2021-05-29 01:31:18 main:574] : INFO : Epoch 1653 | loss: 0.0311149 | val_loss: 0.0311359 | Time: 10613.8 ms [2021-05-29 01:31:28 main:574] : INFO : Epoch 1654 | loss: 0.0311153 | val_loss: 0.0311332 | Time: 10143.2 ms [2021-05-29 01:31:39 main:574] : INFO : Epoch 1655 | loss: 0.0311148 | val_loss: 0.0311328 | Time: 10697 ms [2021-05-29 01:31:50 main:574] : INFO : Epoch 1656 | loss: 0.0311141 | val_loss: 0.0311322 | Time: 11060.4 ms [2021-05-29 01:32:01 main:574] : INFO : Epoch 1657 | loss: 0.031115 | val_loss: 0.0311359 | Time: 11158.7 ms [2021-05-29 01:32:12 main:574] : INFO : Epoch 1658 | loss: 0.0311126 | val_loss: 0.0311327 | Time: 10279.1 ms [2021-05-29 01:32:22 main:574] : INFO : Epoch 1659 | loss: 0.0311118 | val_loss: 0.0311343 | Time: 10726.6 ms [2021-05-29 01:32:34 main:574] : INFO : Epoch 1660 | loss: 0.031112 | val_loss: 0.0311328 | Time: 11038.6 ms [2021-05-29 01:32:45 main:574] : INFO : Epoch 1661 | loss: 0.03111 | val_loss: 0.0311337 | Time: 10912.3 ms [2021-05-29 01:32:54 main:574] : INFO : Epoch 1662 | loss: 0.0311097 | val_loss: 0.031145 | Time: 9859.09 ms [2021-05-29 01:33:05 main:574] : INFO : Epoch 1663 | loss: 0.0311129 | val_loss: 0.0311374 | Time: 10842.6 ms [2021-05-29 01:33:16 main:574] : INFO : Epoch 1664 | loss: 0.0311124 | val_loss: 0.0311401 | Time: 10954.2 ms [2021-05-29 01:33:27 main:574] : INFO : Epoch 1665 | loss: 0.0311077 | val_loss: 0.0311396 | Time: 10880.9 ms [2021-05-29 01:33:38 main:574] : INFO : Epoch 1666 | loss: 0.0311064 | val_loss: 0.0311349 | Time: 10988.7 ms [2021-05-29 01:33:49 main:574] : INFO : Epoch 1667 | loss: 0.0311048 | val_loss: 0.0311358 | Time: 10546 ms [2021-05-29 01:34:01 main:574] : INFO : Epoch 1668 | loss: 0.0311045 | val_loss: 0.0311352 | Time: 11661.2 ms [2021-05-29 01:34:11 main:574] : INFO : Epoch 1669 | loss: 0.0311033 | val_loss: 0.0311377 | Time: 10402.4 ms [2021-05-29 01:34:23 main:574] : INFO : Epoch 1670 | loss: 0.0311041 | val_loss: 0.0311407 | Time: 11424.7 ms [2021-05-29 01:34:33 main:574] : INFO : Epoch 1671 | loss: 0.0311049 | val_loss: 0.0311369 | Time: 10110.8 ms [2021-05-29 01:34:43 main:574] : INFO : Epoch 1672 | loss: 0.0311037 | val_loss: 0.0311388 | Time: 9917.24 ms [2021-05-29 01:34:53 main:574] : INFO : Epoch 1673 | loss: 0.0311034 | val_loss: 0.0311368 | Time: 10120.5 ms [2021-05-29 01:35:03 main:574] : INFO : Epoch 1674 | loss: 0.0311036 | val_loss: 0.0311332 | Time: 10496.9 ms [2021-05-29 01:35:13 main:574] : INFO : Epoch 1675 | loss: 0.0311032 | val_loss: 0.0311364 | Time: 9534.5 ms [2021-05-29 01:35:23 main:574] : INFO : Epoch 1676 | loss: 0.0311038 | val_loss: 0.0311357 | Time: 10055.1 ms [2021-05-29 01:35:34 main:574] : INFO : Epoch 1677 | loss: 0.0311038 | val_loss: 0.0311361 | Time: 10450.3 ms [2021-05-29 01:35:45 main:574] : INFO : Epoch 1678 | loss: 0.0311043 | val_loss: 0.0311384 | Time: 10848.8 ms [2021-05-29 01:35:55 main:574] : INFO : Epoch 1679 | loss: 0.0311044 | val_loss: 0.0311373 | Time: 10688.7 ms [2021-05-29 01:36:06 main:574] : INFO : Epoch 1680 | loss: 0.0311022 | val_loss: 0.0311362 | Time: 10293.4 ms [2021-05-29 01:36:16 main:574] : INFO : Epoch 1681 | loss: 0.031101 | val_loss: 0.031136 | Time: 10427.3 ms [2021-05-29 01:36:28 main:574] : INFO : Epoch 1682 | loss: 0.031101 | val_loss: 0.031138 | Time: 11490.1 ms [2021-05-29 01:36:38 main:574] : INFO : Epoch 1683 | loss: 0.0311001 | val_loss: 0.0311375 | Time: 10056 ms [2021-05-29 01:36:48 main:574] : INFO : Epoch 1684 | loss: 0.0311009 | val_loss: 0.031137 | Time: 10384 ms [2021-05-29 01:36:59 main:574] : INFO : Epoch 1685 | loss: 0.0311028 | val_loss: 0.031136 | Time: 10512.5 ms [2021-05-29 01:37:10 main:574] : INFO : Epoch 1686 | loss: 0.0311037 | val_loss: 0.0311369 | Time: 10854.3 ms [2021-05-29 01:37:21 main:574] : INFO : Epoch 1687 | loss: 0.0311021 | val_loss: 0.0311379 | Time: 11302.4 ms [2021-05-29 01:37:32 main:574] : INFO : Epoch 1688 | loss: 0.0311041 | val_loss: 0.0311377 | Time: 10480.3 ms [2021-05-29 01:37:42 main:574] : INFO : Epoch 1689 | loss: 0.031102 | val_loss: 0.0311438 | Time: 10357.2 ms [2021-05-29 01:37:52 main:574] : INFO : Epoch 1690 | loss: 0.0311019 | val_loss: 0.0311381 | Time: 10231.3 ms [2021-05-29 01:38:03 main:574] : INFO : Epoch 1691 | loss: 0.031101 | val_loss: 0.0311406 | Time: 10691.5 ms [2021-05-29 01:38:14 main:574] : INFO : Epoch 1692 | loss: 0.0311072 | val_loss: 0.0311439 | Time: 10389 ms [2021-05-29 01:38:24 main:574] : INFO : Epoch 1693 | loss: 0.0311068 | val_loss: 0.0311387 | Time: 10894.8 ms [2021-05-29 01:38:35 main:574] : INFO : Epoch 1694 | loss: 0.0311017 | val_loss: 0.0311374 | Time: 10001.2 ms [2021-05-29 01:38:45 main:574] : INFO : Epoch 1695 | loss: 0.0311019 | val_loss: 0.0311382 | Time: 10572.3 ms [2021-05-29 01:38:56 main:574] : INFO : Epoch 1696 | loss: 0.0311001 | val_loss: 0.0311351 | Time: 10733.8 ms [2021-05-29 01:39:07 main:574] : INFO : Epoch 1697 | loss: 0.0311 | val_loss: 0.031138 | Time: 10652 ms [2021-05-29 01:39:18 main:574] : INFO : Epoch 1698 | loss: 0.0311006 | val_loss: 0.0311351 | Time: 10989.1 ms [2021-05-29 01:39:28 main:574] : INFO : Epoch 1699 | loss: 0.0311005 | val_loss: 0.0311347 | Time: 10457 ms [2021-05-29 01:39:39 main:574] : INFO : Epoch 1700 | loss: 0.0310999 | val_loss: 0.0311363 | Time: 10799.2 ms [2021-05-29 01:39:49 main:574] : INFO : Epoch 1701 | loss: 0.0311028 | val_loss: 0.0311359 | Time: 10193.2 ms [2021-05-29 01:40:00 main:574] : INFO : Epoch 1702 | loss: 0.0311034 | val_loss: 0.0311362 | Time: 10053 ms [2021-05-29 01:40:10 main:574] : INFO : Epoch 1703 | loss: 0.031104 | val_loss: 0.0311366 | Time: 10508.8 ms [2021-05-29 01:40:21 main:574] : INFO : Epoch 1704 | loss: 0.0311016 | val_loss: 0.0311351 | Time: 10367.7 ms [2021-05-29 01:40:31 main:574] : INFO : Epoch 1705 | loss: 0.0311024 | val_loss: 0.0311374 | Time: 9897.28 ms [2021-05-29 01:40:41 main:574] : INFO : Epoch 1706 | loss: 0.0311014 | val_loss: 0.0311346 | Time: 10724.6 ms [2021-05-29 01:40:52 main:574] : INFO : Epoch 1707 | loss: 0.0311054 | val_loss: 0.0311321 | Time: 10438.2 ms [2021-05-29 01:41:02 main:574] : INFO : Epoch 1708 | loss: 0.0311033 | val_loss: 0.0311345 | Time: 10274.1 ms [2021-05-29 01:41:13 main:574] : INFO : Epoch 1709 | loss: 0.0311038 | val_loss: 0.03113 | Time: 10579.8 ms [2021-05-29 01:41:23 main:574] : INFO : Epoch 1710 | loss: 0.031103 | val_loss: 0.0311296 | Time: 10069.8 ms [2021-05-29 01:41:33 main:574] : INFO : Epoch 1711 | loss: 0.0311027 | val_loss: 0.0311361 | Time: 10142.9 ms [2021-05-29 01:41:44 main:574] : INFO : Epoch 1712 | loss: 0.0311056 | val_loss: 0.0311372 | Time: 10712.8 ms [2021-05-29 01:41:54 main:574] : INFO : Epoch 1713 | loss: 0.0311022 | val_loss: 0.0311322 | Time: 10436.6 ms [2021-05-29 01:42:05 main:574] : INFO : Epoch 1714 | loss: 0.0311017 | val_loss: 0.0311312 | Time: 10941.3 ms [2021-05-29 01:42:16 main:574] : INFO : Epoch 1715 | loss: 0.0311009 | val_loss: 0.0311344 | Time: 10221.9 ms [2021-05-29 01:42:26 main:574] : INFO : Epoch 1716 | loss: 0.0311047 | val_loss: 0.0311367 | Time: 10608.4 ms [2021-05-29 01:42:37 main:574] : INFO : Epoch 1717 | loss: 0.0311126 | val_loss: 0.031138 | Time: 10650.1 ms [2021-05-29 01:42:48 main:574] : INFO : Epoch 1718 | loss: 0.0311135 | val_loss: 0.0311354 | Time: 10824.5 ms [2021-05-29 01:42:58 main:574] : INFO : Epoch 1719 | loss: 0.0311102 | val_loss: 0.0311404 | Time: 9902.42 ms [2021-05-29 01:43:09 main:574] : INFO : Epoch 1720 | loss: 0.0311169 | val_loss: 0.0311396 | Time: 10967.5 ms [2021-05-29 01:43:19 main:574] : INFO : Epoch 1721 | loss: 0.0311179 | val_loss: 0.0311466 | Time: 10333 ms [2021-05-29 01:43:30 main:574] : INFO : Epoch 1722 | loss: 0.0311303 | val_loss: 0.0311418 | Time: 10395.7 ms [2021-05-29 01:43:40 main:574] : INFO : Epoch 1723 | loss: 0.0311326 | val_loss: 0.031143 | Time: 10541.8 ms [2021-05-29 01:43:50 main:574] : INFO : Epoch 1724 | loss: 0.0311294 | val_loss: 0.0311425 | Time: 9867.17 ms [2021-05-29 01:44:01 main:574] : INFO : Epoch 1725 | loss: 0.0311301 | val_loss: 0.0311499 | Time: 11084.4 ms [2021-05-29 01:44:12 main:574] : INFO : Epoch 1726 | loss: 0.031129 | val_loss: 0.0311418 | Time: 10676.7 ms [2021-05-29 01:44:23 main:574] : INFO : Epoch 1727 | loss: 0.0311264 | val_loss: 0.0311389 | Time: 10335.6 ms [2021-05-29 01:44:33 main:574] : INFO : Epoch 1728 | loss: 0.0311248 | val_loss: 0.0311396 | Time: 10473.5 ms [2021-05-29 01:44:43 main:574] : INFO : Epoch 1729 | loss: 0.031124 | val_loss: 0.031139 | Time: 10344.2 ms [2021-05-29 01:44:54 main:574] : INFO : Epoch 1730 | loss: 0.0311256 | val_loss: 0.0311372 | Time: 10041 ms [2021-05-29 01:45:05 main:574] : INFO : Epoch 1731 | loss: 0.0311215 | val_loss: 0.0311373 | Time: 11021.1 ms [2021-05-29 01:45:15 main:574] : INFO : Epoch 1732 | loss: 0.0311207 | val_loss: 0.031137 | Time: 10540.6 ms [2021-05-29 01:45:27 main:574] : INFO : Epoch 1733 | loss: 0.0311213 | val_loss: 0.0311398 | Time: 12033.5 ms [2021-05-29 01:45:38 main:574] : INFO : Epoch 1734 | loss: 0.0311212 | val_loss: 0.0311379 | Time: 10811.2 ms [2021-05-29 01:45:49 main:574] : INFO : Epoch 1735 | loss: 0.0311204 | val_loss: 0.0311373 | Time: 10220.5 ms [2021-05-29 01:45:59 main:574] : INFO : Epoch 1736 | loss: 0.0311194 | val_loss: 0.0311387 | Time: 10636.6 ms [2021-05-29 01:46:10 main:574] : INFO : Epoch 1737 | loss: 0.0311193 | val_loss: 0.031145 | Time: 10780.1 ms [2021-05-29 01:46:21 main:574] : INFO : Epoch 1738 | loss: 0.03112 | val_loss: 0.0311396 | Time: 11082.6 ms [2021-05-29 01:46:32 main:574] : INFO : Epoch 1739 | loss: 0.0311181 | val_loss: 0.0311365 | Time: 10708.7 ms [2021-05-29 01:46:43 main:574] : INFO : Epoch 1740 | loss: 0.0311177 | val_loss: 0.0311391 | Time: 11174.9 ms [2021-05-29 01:46:54 main:574] : INFO : Epoch 1741 | loss: 0.0311207 | val_loss: 0.0311409 | Time: 10998.2 ms [2021-05-29 01:47:05 main:574] : INFO : Epoch 1742 | loss: 0.0311208 | val_loss: 0.0311407 | Time: 10331.5 ms [2021-05-29 01:47:15 main:574] : INFO : Epoch 1743 | loss: 0.0311217 | val_loss: 0.0311407 | Time: 10631.7 ms [2021-05-29 01:47:26 main:574] : INFO : Epoch 1744 | loss: 0.0311217 | val_loss: 0.0311421 | Time: 10702.8 ms [2021-05-29 01:47:37 main:574] : INFO : Epoch 1745 | loss: 0.0311199 | val_loss: 0.0311394 | Time: 10588 ms [2021-05-29 01:47:47 main:574] : INFO : Epoch 1746 | loss: 0.0311201 | val_loss: 0.0311411 | Time: 10481 ms [2021-05-29 01:47:58 main:574] : INFO : Epoch 1747 | loss: 0.0311194 | val_loss: 0.0311394 | Time: 10263.9 ms [2021-05-29 01:48:09 main:574] : INFO : Epoch 1748 | loss: 0.0311189 | val_loss: 0.0311403 | Time: 10769.6 ms [2021-05-29 01:48:19 main:574] : INFO : Epoch 1749 | loss: 0.0311181 | val_loss: 0.0311396 | Time: 10677.8 ms [2021-05-29 01:48:30 main:574] : INFO : Epoch 1750 | loss: 0.0311179 | val_loss: 0.0311395 | Time: 10441.4 ms [2021-05-29 01:48:40 main:574] : INFO : Epoch 1751 | loss: 0.031117 | val_loss: 0.0311414 | Time: 10119 ms [2021-05-29 01:48:51 main:574] : INFO : Epoch 1752 | loss: 0.0311203 | val_loss: 0.0311497 | Time: 10713 ms [2021-05-29 01:49:01 main:574] : INFO : Epoch 1753 | loss: 0.0311188 | val_loss: 0.0311396 | Time: 10307.4 ms [2021-05-29 01:49:12 main:574] : INFO : Epoch 1754 | loss: 0.0311159 | val_loss: 0.0311399 | Time: 10784 ms [2021-05-29 01:49:23 main:574] : INFO : Epoch 1755 | loss: 0.0311159 | val_loss: 0.0311387 | Time: 11027.8 ms [2021-05-29 01:49:34 main:574] : INFO : Epoch 1756 | loss: 0.0311148 | val_loss: 0.0311399 | Time: 10486.8 ms [2021-05-29 01:49:43 main:574] : INFO : Epoch 1757 | loss: 0.0311152 | val_loss: 0.0311439 | Time: 9333.18 ms [2021-05-29 01:49:53 main:574] : INFO : Epoch 1758 | loss: 0.0311172 | val_loss: 0.031143 | Time: 10454.2 ms [2021-05-29 01:50:04 main:574] : INFO : Epoch 1759 | loss: 0.031117 | val_loss: 0.0311402 | Time: 10635.6 ms [2021-05-29 01:50:15 main:574] : INFO : Epoch 1760 | loss: 0.0311169 | val_loss: 0.031141 | Time: 10714.4 ms [2021-05-29 01:50:25 main:574] : INFO : Epoch 1761 | loss: 0.0311175 | val_loss: 0.0311401 | Time: 10193.2 ms [2021-05-29 01:50:36 main:574] : INFO : Epoch 1762 | loss: 0.0311178 | val_loss: 0.0311436 | Time: 10933.7 ms [2021-05-29 01:50:47 main:574] : INFO : Epoch 1763 | loss: 0.0311154 | val_loss: 0.0311412 | Time: 10829.2 ms [2021-05-29 01:50:58 main:574] : INFO : Epoch 1764 | loss: 0.031115 | val_loss: 0.0311421 | Time: 10685.1 ms [2021-05-29 01:51:09 main:574] : INFO : Epoch 1765 | loss: 0.0311146 | val_loss: 0.0311413 | Time: 10766.4 ms [2021-05-29 01:51:19 main:574] : INFO : Epoch 1766 | loss: 0.0311155 | val_loss: 0.0311433 | Time: 10664.8 ms [2021-05-29 01:51:30 main:574] : INFO : Epoch 1767 | loss: 0.0311157 | val_loss: 0.0311395 | Time: 10525.7 ms [2021-05-29 01:51:41 main:574] : INFO : Epoch 1768 | loss: 0.0311135 | val_loss: 0.0311381 | Time: 10643.4 ms [2021-05-29 01:51:51 main:574] : INFO : Epoch 1769 | loss: 0.0311141 | val_loss: 0.0311387 | Time: 10665.6 ms [2021-05-29 01:52:02 main:574] : INFO : Epoch 1770 | loss: 0.0311154 | val_loss: 0.0311394 | Time: 10629.5 ms [2021-05-29 01:52:13 main:574] : INFO : Epoch 1771 | loss: 0.0311148 | val_loss: 0.0311405 | Time: 10586.4 ms [2021-05-29 01:52:23 main:574] : INFO : Epoch 1772 | loss: 0.0311155 | val_loss: 0.0311382 | Time: 9932.32 ms [2021-05-29 01:52:33 main:574] : INFO : Epoch 1773 | loss: 0.0311139 | val_loss: 0.0311381 | Time: 10602.7 ms [2021-05-29 01:52:45 main:574] : INFO : Epoch 1774 | loss: 0.0311136 | val_loss: 0.0311399 | Time: 11416.1 ms [2021-05-29 01:52:56 main:574] : INFO : Epoch 1775 | loss: 0.0311141 | val_loss: 0.0311403 | Time: 10629.2 ms [2021-05-29 01:53:06 main:574] : INFO : Epoch 1776 | loss: 0.0311133 | val_loss: 0.03114 | Time: 10497.4 ms [2021-05-29 01:53:16 main:574] : INFO : Epoch 1777 | loss: 0.0311139 | val_loss: 0.0311394 | Time: 10270.7 ms [2021-05-29 01:53:27 main:574] : INFO : Epoch 1778 | loss: 0.0311133 | val_loss: 0.0311399 | Time: 10825.2 ms [2021-05-29 01:53:39 main:574] : INFO : Epoch 1779 | loss: 0.0311127 | val_loss: 0.0311392 | Time: 11552.7 ms [2021-05-29 01:53:50 main:574] : INFO : Epoch 1780 | loss: 0.0311123 | val_loss: 0.0311391 | Time: 11107.2 ms [2021-05-29 01:54:01 main:574] : INFO : Epoch 1781 | loss: 0.0311143 | val_loss: 0.0311404 | Time: 10767 ms [2021-05-29 01:54:11 main:574] : INFO : Epoch 1782 | loss: 0.0311145 | val_loss: 0.0311403 | Time: 10185.8 ms [2021-05-29 01:54:23 main:574] : INFO : Epoch 1783 | loss: 0.0311137 | val_loss: 0.031138 | Time: 11626 ms [2021-05-29 01:54:33 main:574] : INFO : Epoch 1784 | loss: 0.0311128 | val_loss: 0.031136 | Time: 10269.5 ms [2021-05-29 01:54:44 main:574] : INFO : Epoch 1785 | loss: 0.0311117 | val_loss: 0.0311389 | Time: 10694.1 ms [2021-05-29 01:54:54 main:574] : INFO : Epoch 1786 | loss: 0.0311113 | val_loss: 0.0311378 | Time: 10324.9 ms [2021-05-29 01:55:05 main:574] : INFO : Epoch 1787 | loss: 0.0311109 | val_loss: 0.0311359 | Time: 10859.2 ms [2021-05-29 01:55:16 main:574] : INFO : Epoch 1788 | loss: 0.0311102 | val_loss: 0.0311381 | Time: 11194.4 ms [2021-05-29 01:55:27 main:574] : INFO : Epoch 1789 | loss: 0.0311098 | val_loss: 0.0311382 | Time: 10363.2 ms [2021-05-29 01:55:38 main:574] : INFO : Epoch 1790 | loss: 0.0311139 | val_loss: 0.0311403 | Time: 11026.9 ms [2021-05-29 01:55:49 main:574] : INFO : Epoch 1791 | loss: 0.0311134 | val_loss: 0.0311394 | Time: 10656.9 ms [2021-05-29 01:55:59 main:574] : INFO : Epoch 1792 | loss: 0.0311136 | val_loss: 0.0311378 | Time: 10281.9 ms [2021-05-29 01:56:10 main:574] : INFO : Epoch 1793 | loss: 0.0311126 | val_loss: 0.0311381 | Time: 10628.3 ms [2021-05-29 01:56:21 main:574] : INFO : Epoch 1794 | loss: 0.0311124 | val_loss: 0.0311425 | Time: 11029.4 ms [2021-05-29 01:56:32 main:574] : INFO : Epoch 1795 | loss: 0.0311147 | val_loss: 0.0311446 | Time: 10803.7 ms [2021-05-29 01:56:42 main:574] : INFO : Epoch 1796 | loss: 0.0311136 | val_loss: 0.0311427 | Time: 10561.3 ms [2021-05-29 01:56:53 main:574] : INFO : Epoch 1797 | loss: 0.0311162 | val_loss: 0.0311464 | Time: 10597.7 ms [2021-05-29 01:57:03 main:574] : INFO : Epoch 1798 | loss: 0.031115 | val_loss: 0.0311401 | Time: 10220.4 ms [2021-05-29 01:57:13 main:574] : INFO : Epoch 1799 | loss: 0.0311134 | val_loss: 0.031147 | Time: 10082.8 ms [2021-05-29 01:57:23 main:574] : INFO : Epoch 1800 | loss: 0.0311146 | val_loss: 0.0311394 | Time: 10085.1 ms [2021-05-29 01:57:34 main:574] : INFO : Epoch 1801 | loss: 0.0311112 | val_loss: 0.0311393 | Time: 10594.2 ms [2021-05-29 01:57:45 main:574] : INFO : Epoch 1802 | loss: 0.0311109 | val_loss: 0.0311381 | Time: 10473.5 ms [2021-05-29 01:57:55 main:574] : INFO : Epoch 1803 | loss: 0.03111 | val_loss: 0.0311377 | Time: 10433.3 ms [2021-05-29 01:58:06 main:574] : INFO : Epoch 1804 | loss: 0.0311104 | val_loss: 0.0311421 | Time: 11056.7 ms [2021-05-29 01:58:17 main:574] : INFO : Epoch 1805 | loss: 0.03111 | val_loss: 0.0311404 | Time: 10249.2 ms [2021-05-29 01:58:27 main:574] : INFO : Epoch 1806 | loss: 0.0311094 | val_loss: 0.0311387 | Time: 10570.5 ms [2021-05-29 01:58:38 main:574] : INFO : Epoch 1807 | loss: 0.0311081 | val_loss: 0.0311417 | Time: 10838.1 ms [2021-05-29 01:58:49 main:574] : INFO : Epoch 1808 | loss: 0.0311092 | val_loss: 0.0311356 | Time: 10307.9 ms [2021-05-29 01:58:59 main:574] : INFO : Epoch 1809 | loss: 0.0311094 | val_loss: 0.0311382 | Time: 10477.9 ms [2021-05-29 01:59:09 main:574] : INFO : Epoch 1810 | loss: 0.0311101 | val_loss: 0.0311383 | Time: 10108.4 ms [2021-05-29 01:59:20 main:574] : INFO : Epoch 1811 | loss: 0.0311093 | val_loss: 0.0311355 | Time: 10459.2 ms [2021-05-29 01:59:30 main:574] : INFO : Epoch 1812 | loss: 0.0311087 | val_loss: 0.0311362 | Time: 10650.1 ms [2021-05-29 01:59:41 main:574] : INFO : Epoch 1813 | loss: 0.031108 | val_loss: 0.031136 | Time: 10441 ms [2021-05-29 01:59:52 main:574] : INFO : Epoch 1814 | loss: 0.0311096 | val_loss: 0.0311389 | Time: 10580.1 ms [2021-05-29 02:00:02 main:574] : INFO : Epoch 1815 | loss: 0.0311114 | val_loss: 0.0311405 | Time: 10528.4 ms [2021-05-29 02:00:13 main:574] : INFO : Epoch 1816 | loss: 0.0311091 | val_loss: 0.0311367 | Time: 10422.2 ms [2021-05-29 02:00:24 main:574] : INFO : Epoch 1817 | loss: 0.0311082 | val_loss: 0.031137 | Time: 10927.6 ms [2021-05-29 02:00:34 main:574] : INFO : Epoch 1818 | loss: 0.0311073 | val_loss: 0.0311362 | Time: 10578.9 ms [2021-05-29 02:00:45 main:574] : INFO : Epoch 1819 | loss: 0.0311092 | val_loss: 0.0311368 | Time: 10833.8 ms [2021-05-29 02:00:56 main:574] : INFO : Epoch 1820 | loss: 0.0311097 | val_loss: 0.0311362 | Time: 10356 ms [2021-05-29 02:01:06 main:574] : INFO : Epoch 1821 | loss: 0.0311084 | val_loss: 0.0311371 | Time: 10434.5 ms [2021-05-29 02:01:17 main:574] : INFO : Epoch 1822 | loss: 0.0311081 | val_loss: 0.0311359 | Time: 10781.5 ms [2021-05-29 02:01:28 main:574] : INFO : Epoch 1823 | loss: 0.0311087 | val_loss: 0.0311371 | Time: 10586.6 ms [2021-05-29 02:01:39 main:574] : INFO : Epoch 1824 | loss: 0.0311087 | val_loss: 0.0311357 | Time: 10877.1 ms [2021-05-29 02:01:49 main:574] : INFO : Epoch 1825 | loss: 0.0311096 | val_loss: 0.0311414 | Time: 10675.3 ms [2021-05-29 02:02:00 main:574] : INFO : Epoch 1826 | loss: 0.0311093 | val_loss: 0.0311374 | Time: 10593.6 ms [2021-05-29 02:02:11 main:574] : INFO : Epoch 1827 | loss: 0.0311104 | val_loss: 0.031139 | Time: 10854.7 ms [2021-05-29 02:02:22 main:574] : INFO : Epoch 1828 | loss: 0.0311101 | val_loss: 0.031135 | Time: 11422 ms [2021-05-29 02:02:33 main:574] : INFO : Epoch 1829 | loss: 0.0311126 | val_loss: 0.0311433 | Time: 10244.7 ms [2021-05-29 02:02:43 main:574] : INFO : Epoch 1830 | loss: 0.0311109 | val_loss: 0.0311363 | Time: 9875.32 ms [2021-05-29 02:02:54 main:574] : INFO : Epoch 1831 | loss: 0.0311071 | val_loss: 0.0311346 | Time: 11042.8 ms [2021-05-29 02:03:04 main:574] : INFO : Epoch 1832 | loss: 0.0311063 | val_loss: 0.0311367 | Time: 10164.2 ms [2021-05-29 02:03:14 main:574] : INFO : Epoch 1833 | loss: 0.0311069 | val_loss: 0.0311333 | Time: 10287 ms [2021-05-29 02:03:25 main:574] : INFO : Epoch 1834 | loss: 0.0311053 | val_loss: 0.0311392 | Time: 10322.3 ms [2021-05-29 02:03:35 main:574] : INFO : Epoch 1835 | loss: 0.031106 | val_loss: 0.03114 | Time: 10307.8 ms [2021-05-29 02:03:46 main:574] : INFO : Epoch 1836 | loss: 0.0311055 | val_loss: 0.0311345 | Time: 10859.6 ms [2021-05-29 02:03:56 main:574] : INFO : Epoch 1837 | loss: 0.0311039 | val_loss: 0.0311355 | Time: 10040.8 ms [2021-05-29 02:04:07 main:574] : INFO : Epoch 1838 | loss: 0.0311058 | val_loss: 0.0311351 | Time: 11148.7 ms [2021-05-29 02:04:18 main:574] : INFO : Epoch 1839 | loss: 0.0311084 | val_loss: 0.0311358 | Time: 10797.8 ms [2021-05-29 02:04:28 main:574] : INFO : Epoch 1840 | loss: 0.0311053 | val_loss: 0.0311348 | Time: 10035.9 ms [2021-05-29 02:04:39 main:574] : INFO : Epoch 1841 | loss: 0.0311057 | val_loss: 0.0311345 | Time: 10694.8 ms [2021-05-29 02:04:50 main:574] : INFO : Epoch 1842 | loss: 0.0311043 | val_loss: 0.0311327 | Time: 11080.6 ms [2021-05-29 02:05:01 main:574] : INFO : Epoch 1843 | loss: 0.0311078 | val_loss: 0.0311384 | Time: 10327.2 ms [2021-05-29 02:05:11 main:574] : INFO : Epoch 1844 | loss: 0.0311047 | val_loss: 0.0311361 | Time: 10630.3 ms [2021-05-29 02:05:22 main:574] : INFO : Epoch 1845 | loss: 0.0311087 | val_loss: 0.0311386 | Time: 11094.6 ms [2021-05-29 02:05:33 main:574] : INFO : Epoch 1846 | loss: 0.0311048 | val_loss: 0.0311372 | Time: 10684.5 ms [2021-05-29 02:05:44 main:574] : INFO : Epoch 1847 | loss: 0.0311031 | val_loss: 0.0311347 | Time: 10323.8 ms [2021-05-29 02:05:54 main:574] : INFO : Epoch 1848 | loss: 0.0311038 | val_loss: 0.0311348 | Time: 10335.9 ms [2021-05-29 02:06:05 main:574] : INFO : Epoch 1849 | loss: 0.0311031 | val_loss: 0.0311338 | Time: 11001.2 ms [2021-05-29 02:06:16 main:574] : INFO : Epoch 1850 | loss: 0.031106 | val_loss: 0.0311436 | Time: 10615.2 ms [2021-05-29 02:06:27 main:574] : INFO : Epoch 1851 | loss: 0.0311096 | val_loss: 0.0311433 | Time: 10747.8 ms [2021-05-29 02:06:38 main:574] : INFO : Epoch 1852 | loss: 0.0311105 | val_loss: 0.0311375 | Time: 10954 ms [2021-05-29 02:06:48 main:574] : INFO : Epoch 1853 | loss: 0.0311074 | val_loss: 0.0311398 | Time: 10752.2 ms [2021-05-29 02:06:59 main:574] : INFO : Epoch 1854 | loss: 0.0311053 | val_loss: 0.0311352 | Time: 11112.2 ms [2021-05-29 02:07:10 main:574] : INFO : Epoch 1855 | loss: 0.0311024 | val_loss: 0.0311348 | Time: 10760.1 ms [2021-05-29 02:07:20 main:574] : INFO : Epoch 1856 | loss: 0.0311034 | val_loss: 0.0311376 | Time: 9946.01 ms [2021-05-29 02:07:31 main:574] : INFO : Epoch 1857 | loss: 0.0311032 | val_loss: 0.0311377 | Time: 10601.6 ms [2021-05-29 02:07:42 main:574] : INFO : Epoch 1858 | loss: 0.0311022 | val_loss: 0.0311358 | Time: 10689.6 ms [2021-05-29 02:07:53 main:574] : INFO : Epoch 1859 | loss: 0.0311026 | val_loss: 0.0311352 | Time: 10616 ms [2021-05-29 02:08:02 main:574] : INFO : Epoch 1860 | loss: 0.0311034 | val_loss: 0.0311373 | Time: 9868.5 ms [2021-05-29 02:08:13 main:574] : INFO : Epoch 1861 | loss: 0.031105 | val_loss: 0.0311346 | Time: 10841.6 ms [2021-05-29 02:08:24 main:574] : INFO : Epoch 1862 | loss: 0.0311041 | val_loss: 0.0311338 | Time: 11017.1 ms [2021-05-29 02:08:36 main:574] : INFO : Epoch 1863 | loss: 0.0311053 | val_loss: 0.0311355 | Time: 11077.4 ms [2021-05-29 02:08:46 main:574] : INFO : Epoch 1864 | loss: 0.0311046 | val_loss: 0.0311381 | Time: 10416.2 ms [2021-05-29 02:08:57 main:574] : INFO : Epoch 1865 | loss: 0.0311042 | val_loss: 0.0311334 | Time: 10771.8 ms [2021-05-29 02:09:07 main:574] : INFO : Epoch 1866 | loss: 0.0311044 | val_loss: 0.0311363 | Time: 10146 ms [2021-05-29 02:09:18 main:574] : INFO : Epoch 1867 | loss: 0.0311042 | val_loss: 0.0311352 | Time: 10761.5 ms [2021-05-29 02:09:29 main:574] : INFO : Epoch 1868 | loss: 0.0311048 | val_loss: 0.0311333 | Time: 11177.7 ms [2021-05-29 02:09:41 main:574] : INFO : Epoch 1869 | loss: 0.0311059 | val_loss: 0.0311396 | Time: 11297.6 ms [2021-05-29 02:09:51 main:574] : INFO : Epoch 1870 | loss: 0.0311064 | val_loss: 0.0311373 | Time: 10882.6 ms [2021-05-29 02:10:01 main:574] : INFO : Epoch 1871 | loss: 0.0311045 | val_loss: 0.0311366 | Time: 9836.06 ms [2021-05-29 02:10:12 main:574] : INFO : Epoch 1872 | loss: 0.0311035 | val_loss: 0.0311387 | Time: 10750.1 ms [2021-05-29 02:10:23 main:574] : INFO : Epoch 1873 | loss: 0.0311026 | val_loss: 0.0311349 | Time: 10592.5 ms [2021-05-29 02:10:33 main:574] : INFO : Epoch 1874 | loss: 0.031101 | val_loss: 0.0311352 | Time: 10211 ms [2021-05-29 02:10:44 main:574] : INFO : Epoch 1875 | loss: 0.0311022 | val_loss: 0.0311398 | Time: 11200.1 ms [2021-05-29 02:10:55 main:574] : INFO : Epoch 1876 | loss: 0.0311062 | val_loss: 0.0311368 | Time: 10132.1 ms [2021-05-29 02:11:06 main:574] : INFO : Epoch 1877 | loss: 0.0311087 | val_loss: 0.0311363 | Time: 11495.3 ms [2021-05-29 02:11:16 main:574] : INFO : Epoch 1878 | loss: 0.0311077 | val_loss: 0.0311343 | Time: 10235.9 ms [2021-05-29 02:11:28 main:574] : INFO : Epoch 1879 | loss: 0.0311062 | val_loss: 0.0311387 | Time: 11089.2 ms [2021-05-29 02:11:39 main:574] : INFO : Epoch 1880 | loss: 0.0311052 | val_loss: 0.0311348 | Time: 11267.2 ms [2021-05-29 02:11:49 main:574] : INFO : Epoch 1881 | loss: 0.0311038 | val_loss: 0.0311348 | Time: 10484.3 ms [2021-05-29 02:12:00 main:574] : INFO : Epoch 1882 | loss: 0.031105 | val_loss: 0.0311334 | Time: 10389.8 ms [2021-05-29 02:12:11 main:574] : INFO : Epoch 1883 | loss: 0.0311049 | val_loss: 0.0311363 | Time: 11051.3 ms [2021-05-29 02:12:21 main:574] : INFO : Epoch 1884 | loss: 0.0311042 | val_loss: 0.0311344 | Time: 10462.4 ms [2021-05-29 02:12:32 main:574] : INFO : Epoch 1885 | loss: 0.0311023 | val_loss: 0.0311409 | Time: 10485.6 ms [2021-05-29 02:12:43 main:574] : INFO : Epoch 1886 | loss: 0.0311022 | val_loss: 0.0311354 | Time: 10894.8 ms [2021-05-29 02:12:53 main:574] : INFO : Epoch 1887 | loss: 0.0311018 | val_loss: 0.0311343 | Time: 9879.83 ms [2021-05-29 02:13:04 main:574] : INFO : Epoch 1888 | loss: 0.0311024 | val_loss: 0.0311369 | Time: 10578 ms [2021-05-29 02:13:15 main:574] : INFO : Epoch 1889 | loss: 0.0311025 | val_loss: 0.0311368 | Time: 10771.3 ms [2021-05-29 02:13:25 main:574] : INFO : Epoch 1890 | loss: 0.031101 | val_loss: 0.0311323 | Time: 10345.7 ms [2021-05-29 02:13:35 main:574] : INFO : Epoch 1891 | loss: 0.0311018 | val_loss: 0.0311375 | Time: 10009.7 ms [2021-05-29 02:13:45 main:574] : INFO : Epoch 1892 | loss: 0.0310998 | val_loss: 0.0311394 | Time: 10064.1 ms [2021-05-29 02:13:56 main:574] : INFO : Epoch 1893 | loss: 0.0310997 | val_loss: 0.0311394 | Time: 10870.9 ms [2021-05-29 02:14:07 main:574] : INFO : Epoch 1894 | loss: 0.0311014 | val_loss: 0.0311391 | Time: 10805 ms [2021-05-29 02:14:18 main:574] : INFO : Epoch 1895 | loss: 0.0311001 | val_loss: 0.0311341 | Time: 10963.8 ms [2021-05-29 02:14:28 main:574] : INFO : Epoch 1896 | loss: 0.0311004 | val_loss: 0.0311394 | Time: 9519.81 ms [2021-05-29 02:14:39 main:574] : INFO : Epoch 1897 | loss: 0.0311009 | val_loss: 0.0311374 | Time: 11086.8 ms [2021-05-29 02:14:50 main:574] : INFO : Epoch 1898 | loss: 0.0311014 | val_loss: 0.0311424 | Time: 11070.5 ms [2021-05-29 02:15:00 main:574] : INFO : Epoch 1899 | loss: 0.0311046 | val_loss: 0.0311387 | Time: 10332.9 ms [2021-05-29 02:15:11 main:574] : INFO : Epoch 1900 | loss: 0.0311068 | val_loss: 0.031141 | Time: 10343.9 ms [2021-05-29 02:15:21 main:574] : INFO : Epoch 1901 | loss: 0.0311097 | val_loss: 0.031139 | Time: 10113.5 ms [2021-05-29 02:15:31 main:574] : INFO : Epoch 1902 | loss: 0.0311033 | val_loss: 0.031136 | Time: 10314.1 ms [2021-05-29 02:15:43 main:574] : INFO : Epoch 1903 | loss: 0.0311016 | val_loss: 0.0311376 | Time: 11281.8 ms [2021-05-29 02:15:54 main:574] : INFO : Epoch 1904 | loss: 0.0311011 | val_loss: 0.0311353 | Time: 11234.6 ms [2021-05-29 02:16:04 main:574] : INFO : Epoch 1905 | loss: 0.0311023 | val_loss: 0.0311393 | Time: 10495.9 ms [2021-05-29 02:16:15 main:574] : INFO : Epoch 1906 | loss: 0.0311009 | val_loss: 0.0311365 | Time: 10210.9 ms [2021-05-29 02:16:25 main:574] : INFO : Epoch 1907 | loss: 0.0311029 | val_loss: 0.0311394 | Time: 10683.4 ms [2021-05-29 02:16:36 main:574] : INFO : Epoch 1908 | loss: 0.0311012 | val_loss: 0.031141 | Time: 10551 ms [2021-05-29 02:16:47 main:574] : INFO : Epoch 1909 | loss: 0.0311145 | val_loss: 0.0311444 | Time: 10805.3 ms [2021-05-29 02:16:57 main:574] : INFO : Epoch 1910 | loss: 0.0311137 | val_loss: 0.03114 | Time: 10490.1 ms [2021-05-29 02:17:09 main:574] : INFO : Epoch 1911 | loss: 0.0311125 | val_loss: 0.0311437 | Time: 11320.4 ms [2021-05-29 02:17:19 main:574] : INFO : Epoch 1912 | loss: 0.0311087 | val_loss: 0.031137 | Time: 10520 ms [2021-05-29 02:17:30 main:574] : INFO : Epoch 1913 | loss: 0.0311081 | val_loss: 0.0311383 | Time: 10966.4 ms [2021-05-29 02:17:41 main:574] : INFO : Epoch 1914 | loss: 0.0311046 | val_loss: 0.0311377 | Time: 10563.8 ms [2021-05-29 02:17:51 main:574] : INFO : Epoch 1915 | loss: 0.0311076 | val_loss: 0.031143 | Time: 10371.4 ms [2021-05-29 02:18:03 main:574] : INFO : Epoch 1916 | loss: 0.0311045 | val_loss: 0.0311412 | Time: 11541.2 ms [2021-05-29 02:18:15 main:574] : INFO : Epoch 1917 | loss: 0.0311041 | val_loss: 0.0311393 | Time: 11533 ms [2021-05-29 02:18:26 main:574] : INFO : Epoch 1918 | loss: 0.0311038 | val_loss: 0.0311352 | Time: 10836.5 ms [2021-05-29 02:18:36 main:574] : INFO : Epoch 1919 | loss: 0.0311048 | val_loss: 0.0311368 | Time: 10459.2 ms [2021-05-29 02:18:47 main:574] : INFO : Epoch 1920 | loss: 0.0311022 | val_loss: 0.0311381 | Time: 10995.2 ms [2021-05-29 02:18:58 main:574] : INFO : Epoch 1921 | loss: 0.0311027 | val_loss: 0.031137 | Time: 10820 ms [2021-05-29 02:19:09 main:574] : INFO : Epoch 1922 | loss: 0.0311011 | val_loss: 0.0311382 | Time: 10440.1 ms [2021-05-29 02:19:19 main:574] : INFO : Epoch 1923 | loss: 0.0310997 | val_loss: 0.0311356 | Time: 10500.6 ms [2021-05-29 02:19:30 main:574] : INFO : Epoch 1924 | loss: 0.0311005 | val_loss: 0.0311419 | Time: 11089.2 ms [2021-05-29 02:19:41 main:574] : INFO : Epoch 1925 | loss: 0.0311045 | val_loss: 0.0311454 | Time: 11183.6 ms [2021-05-29 02:19:53 main:574] : INFO : Epoch 1926 | loss: 0.0311072 | val_loss: 0.0311365 | Time: 11212.7 ms [2021-05-29 02:20:04 main:574] : INFO : Epoch 1927 | loss: 0.0311057 | val_loss: 0.0311404 | Time: 10875.8 ms [2021-05-29 02:20:14 main:574] : INFO : Epoch 1928 | loss: 0.0311049 | val_loss: 0.0311428 | Time: 10407.2 ms [2021-05-29 02:20:25 main:574] : INFO : Epoch 1929 | loss: 0.0311056 | val_loss: 0.0311478 | Time: 11277.2 ms [2021-05-29 02:20:36 main:574] : INFO : Epoch 1930 | loss: 0.0311071 | val_loss: 0.0311442 | Time: 10618.9 ms [2021-05-29 02:20:46 main:574] : INFO : Epoch 1931 | loss: 0.0311065 | val_loss: 0.0311385 | Time: 10227.4 ms [2021-05-29 02:20:57 main:574] : INFO : Epoch 1932 | loss: 0.0311137 | val_loss: 0.0311442 | Time: 10613.2 ms [2021-05-29 02:21:08 main:574] : INFO : Epoch 1933 | loss: 0.0311186 | val_loss: 0.0311381 | Time: 10506.6 ms [2021-05-29 02:21:18 main:574] : INFO : Epoch 1934 | loss: 0.0311184 | val_loss: 0.0311405 | Time: 10070.2 ms [2021-05-29 02:21:28 main:574] : INFO : Epoch 1935 | loss: 0.031118 | val_loss: 0.0311384 | Time: 10625.7 ms [2021-05-29 02:21:39 main:574] : INFO : Epoch 1936 | loss: 0.0311159 | val_loss: 0.0311433 | Time: 10535.3 ms [2021-05-29 02:21:50 main:574] : INFO : Epoch 1937 | loss: 0.0311159 | val_loss: 0.0311385 | Time: 10467.2 ms [2021-05-29 02:22:00 main:574] : INFO : Epoch 1938 | loss: 0.0311149 | val_loss: 0.0311382 | Time: 10632.3 ms [2021-05-29 02:22:11 main:574] : INFO : Epoch 1939 | loss: 0.0311111 | val_loss: 0.0311388 | Time: 10941.8 ms [2021-05-29 02:22:22 main:574] : INFO : Epoch 1940 | loss: 0.0311111 | val_loss: 0.0311378 | Time: 10405.9 ms [2021-05-29 02:22:33 main:574] : INFO : Epoch 1941 | loss: 0.0311167 | val_loss: 0.0311421 | Time: 10752.3 ms [2021-05-29 02:22:43 main:574] : INFO : Epoch 1942 | loss: 0.0311147 | val_loss: 0.031145 | Time: 10087.5 ms [2021-05-29 02:22:54 main:574] : INFO : Epoch 1943 | loss: 0.0311142 | val_loss: 0.0311436 | Time: 11157.4 ms [2021-05-29 02:23:04 main:574] : INFO : Epoch 1944 | loss: 0.0311111 | val_loss: 0.0311405 | Time: 10377.3 ms [2021-05-29 02:23:15 main:574] : INFO : Epoch 1945 | loss: 0.0311132 | val_loss: 0.0311383 | Time: 10765 ms [2021-05-29 02:23:26 main:574] : INFO : Epoch 1946 | loss: 0.0311133 | val_loss: 0.0311396 | Time: 10932 ms [2021-05-29 02:23:37 main:574] : INFO : Epoch 1947 | loss: 0.0311115 | val_loss: 0.0311384 | Time: 10232.9 ms [2021-05-29 02:23:47 main:574] : INFO : Epoch 1948 | loss: 0.0311115 | val_loss: 0.0311446 | Time: 10670 ms [2021-05-29 02:23:58 main:574] : INFO : Epoch 1949 | loss: 0.0311165 | val_loss: 0.0311357 | Time: 10640.6 ms [2021-05-29 02:24:09 main:574] : INFO : Epoch 1950 | loss: 0.0311125 | val_loss: 0.031138 | Time: 11100 ms [2021-05-29 02:24:20 main:574] : INFO : Epoch 1951 | loss: 0.03111 | val_loss: 0.0311361 | Time: 10896.7 ms [2021-05-29 02:24:30 main:574] : INFO : Epoch 1952 | loss: 0.031108 | val_loss: 0.0311365 | Time: 10231.7 ms [2021-05-29 02:24:41 main:574] : INFO : Epoch 1953 | loss: 0.0311067 | val_loss: 0.0311374 | Time: 10281.9 ms [2021-05-29 02:24:51 main:574] : INFO : Epoch 1954 | loss: 0.0311081 | val_loss: 0.0311363 | Time: 10498.1 ms [2021-05-29 02:25:02 main:574] : INFO : Epoch 1955 | loss: 0.0311074 | val_loss: 0.0311383 | Time: 10657.6 ms [2021-05-29 02:25:13 main:574] : INFO : Epoch 1956 | loss: 0.0311076 | val_loss: 0.0311389 | Time: 10435.3 ms [2021-05-29 02:25:23 main:574] : INFO : Epoch 1957 | loss: 0.0311085 | val_loss: 0.0311435 | Time: 10473.8 ms [2021-05-29 02:25:34 main:574] : INFO : Epoch 1958 | loss: 0.0311076 | val_loss: 0.0311441 | Time: 10626.6 ms [2021-05-29 02:25:44 main:574] : INFO : Epoch 1959 | loss: 0.0311086 | val_loss: 0.0311394 | Time: 9977.57 ms [2021-05-29 02:25:55 main:574] : INFO : Epoch 1960 | loss: 0.031109 | val_loss: 0.0311402 | Time: 10697 ms [2021-05-29 02:26:05 main:574] : INFO : Epoch 1961 | loss: 0.0311071 | val_loss: 0.0311397 | Time: 10558.2 ms [2021-05-29 02:26:15 main:574] : INFO : Epoch 1962 | loss: 0.031108 | val_loss: 0.0311402 | Time: 10029.8 ms [2021-05-29 02:26:26 main:574] : INFO : Epoch 1963 | loss: 0.0311074 | val_loss: 0.031141 | Time: 10455.1 ms [2021-05-29 02:26:37 main:574] : INFO : Epoch 1964 | loss: 0.0311067 | val_loss: 0.0311398 | Time: 10470.7 ms [2021-05-29 02:26:47 main:574] : INFO : Epoch 1965 | loss: 0.0311074 | val_loss: 0.0311412 | Time: 10397.7 ms [2021-05-29 02:26:58 main:574] : INFO : Epoch 1966 | loss: 0.0311064 | val_loss: 0.0311419 | Time: 10585.8 ms [2021-05-29 02:27:08 main:574] : INFO : Epoch 1967 | loss: 0.0311059 | val_loss: 0.0311381 | Time: 9890.26 ms [2021-05-29 02:27:18 main:574] : INFO : Epoch 1968 | loss: 0.0311049 | val_loss: 0.0311377 | Time: 10316.1 ms [2021-05-29 02:27:28 main:574] : INFO : Epoch 1969 | loss: 0.0311032 | val_loss: 0.031141 | Time: 10221.7 ms [2021-05-29 02:27:39 main:574] : INFO : Epoch 1970 | loss: 0.0311033 | val_loss: 0.031141 | Time: 10650.1 ms [2021-05-29 02:27:50 main:574] : INFO : Epoch 1971 | loss: 0.0311073 | val_loss: 0.0311414 | Time: 11108.8 ms [2021-05-29 02:28:01 main:574] : INFO : Epoch 1972 | loss: 0.0311053 | val_loss: 0.0311404 | Time: 10696.3 ms [2021-05-29 02:28:11 main:574] : INFO : Epoch 1973 | loss: 0.031106 | val_loss: 0.0311437 | Time: 10255.7 ms [2021-05-29 02:28:22 main:574] : INFO : Epoch 1974 | loss: 0.0311076 | val_loss: 0.0311423 | Time: 10735.1 ms [2021-05-29 02:28:33 main:574] : INFO : Epoch 1975 | loss: 0.0311058 | val_loss: 0.031142 | Time: 10654.9 ms [2021-05-29 02:28:43 main:574] : INFO : Epoch 1976 | loss: 0.0311044 | val_loss: 0.0311433 | Time: 10549.3 ms [2021-05-29 02:28:53 main:574] : INFO : Epoch 1977 | loss: 0.031104 | val_loss: 0.0311409 | Time: 10214 ms [2021-05-29 02:29:04 main:574] : INFO : Epoch 1978 | loss: 0.0311062 | val_loss: 0.031146 | Time: 10207.9 ms [2021-05-29 02:29:15 main:574] : INFO : Epoch 1979 | loss: 0.0311059 | val_loss: 0.031144 | Time: 11176.6 ms [2021-05-29 02:29:25 main:574] : INFO : Epoch 1980 | loss: 0.0311032 | val_loss: 0.0311447 | Time: 10239.5 ms [2021-05-29 02:29:36 main:574] : INFO : Epoch 1981 | loss: 0.0311032 | val_loss: 0.0311428 | Time: 10689.4 ms [2021-05-29 02:29:47 main:574] : INFO : Epoch 1982 | loss: 0.0311035 | val_loss: 0.0311429 | Time: 10512.3 ms [2021-05-29 02:29:58 main:574] : INFO : Epoch 1983 | loss: 0.0311016 | val_loss: 0.0311394 | Time: 11114.5 ms [2021-05-29 02:30:09 main:574] : INFO : Epoch 1984 | loss: 0.0311026 | val_loss: 0.0311428 | Time: 11118.1 ms [2021-05-29 02:30:19 main:574] : INFO : Epoch 1985 | loss: 0.0311026 | val_loss: 0.0311445 | Time: 9778.85 ms [2021-05-29 02:30:30 main:574] : INFO : Epoch 1986 | loss: 0.0311017 | val_loss: 0.0311427 | Time: 10539 ms [2021-05-29 02:30:40 main:574] : INFO : Epoch 1987 | loss: 0.0311048 | val_loss: 0.0311458 | Time: 10445.4 ms [2021-05-29 02:30:51 main:574] : INFO : Epoch 1988 | loss: 0.0311032 | val_loss: 0.0311422 | Time: 10382.4 ms [2021-05-29 02:31:00 main:574] : INFO : Epoch 1989 | loss: 0.0311069 | val_loss: 0.03115 | Time: 9560.31 ms [2021-05-29 02:31:10 main:574] : INFO : Epoch 1990 | loss: 0.0311022 | val_loss: 0.0311457 | Time: 10041.3 ms [2021-05-29 02:31:21 main:574] : INFO : Epoch 1991 | loss: 0.0311038 | val_loss: 0.0311431 | Time: 10264.9 ms [2021-05-29 02:31:31 main:574] : INFO : Epoch 1992 | loss: 0.0311002 | val_loss: 0.0311448 | Time: 10670.2 ms [2021-05-29 02:31:43 main:574] : INFO : Epoch 1993 | loss: 0.031099 | val_loss: 0.0311455 | Time: 11122.6 ms [2021-05-29 02:31:53 main:574] : INFO : Epoch 1994 | loss: 0.0310983 | val_loss: 0.0311409 | Time: 10875.5 ms [2021-05-29 02:32:03 main:574] : INFO : Epoch 1995 | loss: 0.0310988 | val_loss: 0.0311402 | Time: 9952.99 ms [2021-05-29 02:32:14 main:574] : INFO : Epoch 1996 | loss: 0.0311022 | val_loss: 0.0311435 | Time: 10940 ms [2021-05-29 02:32:25 main:574] : INFO : Epoch 1997 | loss: 0.0311013 | val_loss: 0.0311455 | Time: 10106 ms [2021-05-29 02:32:35 main:574] : INFO : Epoch 1998 | loss: 0.0311004 | val_loss: 0.0311429 | Time: 10749.7 ms [2021-05-29 02:32:46 main:574] : INFO : Epoch 1999 | loss: 0.0310998 | val_loss: 0.0311426 | Time: 10399.4 ms [2021-05-29 02:32:56 main:574] : INFO : Epoch 2000 | loss: 0.0311021 | val_loss: 0.0311414 | Time: 10064.9 ms [2021-05-29 02:33:07 main:574] : INFO : Epoch 2001 | loss: 0.0311013 | val_loss: 0.0311379 | Time: 11038.7 ms [2021-05-29 02:33:17 main:574] : INFO : Epoch 2002 | loss: 0.0311042 | val_loss: 0.0311391 | Time: 10027.2 ms [2021-05-29 02:33:28 main:574] : INFO : Epoch 2003 | loss: 0.031102 | val_loss: 0.0311404 | Time: 10636.3 ms [2021-05-29 02:33:39 main:574] : INFO : Epoch 2004 | loss: 0.0311018 | val_loss: 0.0311388 | Time: 10860.3 ms [2021-05-29 02:33:49 main:574] : INFO : Epoch 2005 | loss: 0.0311018 | val_loss: 0.0311397 | Time: 10482 ms [2021-05-29 02:34:00 main:574] : INFO : Epoch 2006 | loss: 0.0311015 | val_loss: 0.0311425 | Time: 10358.8 ms [2021-05-29 02:34:11 main:574] : INFO : Epoch 2007 | loss: 0.0311013 | val_loss: 0.0311437 | Time: 10732.6 ms [2021-05-29 02:34:21 main:574] : INFO : Epoch 2008 | loss: 0.0310999 | val_loss: 0.0311449 | Time: 9966.42 ms [2021-05-29 02:34:32 main:574] : INFO : Epoch 2009 | loss: 0.0311014 | val_loss: 0.0311428 | Time: 10903 ms [2021-05-29 02:34:43 main:574] : INFO : Epoch 2010 | loss: 0.0310995 | val_loss: 0.0311422 | Time: 11106 ms [2021-05-29 02:34:53 main:574] : INFO : Epoch 2011 | loss: 0.0311006 | val_loss: 0.0311445 | Time: 10421.1 ms [2021-05-29 02:35:04 main:574] : INFO : Epoch 2012 | loss: 0.0311063 | val_loss: 0.0311484 | Time: 10993.3 ms [2021-05-29 02:35:15 main:574] : INFO : Epoch 2013 | loss: 0.0311048 | val_loss: 0.0311438 | Time: 10507.5 ms [2021-05-29 02:35:25 main:574] : INFO : Epoch 2014 | loss: 0.0311018 | val_loss: 0.0311434 | Time: 10529 ms [2021-05-29 02:35:36 main:574] : INFO : Epoch 2015 | loss: 0.0311006 | val_loss: 0.0311405 | Time: 10440 ms [2021-05-29 02:35:46 main:574] : INFO : Epoch 2016 | loss: 0.0311007 | val_loss: 0.0311422 | Time: 10321.8 ms [2021-05-29 02:35:57 main:574] : INFO : Epoch 2017 | loss: 0.0311013 | val_loss: 0.0311447 | Time: 10609.9 ms [2021-05-29 02:36:08 main:574] : INFO : Epoch 2018 | loss: 0.0310987 | val_loss: 0.031143 | Time: 11065 ms [2021-05-29 02:36:19 main:574] : INFO : Epoch 2019 | loss: 0.0310992 | val_loss: 0.0311397 | Time: 10858 ms [2021-05-29 02:36:29 main:574] : INFO : Epoch 2020 | loss: 0.0311018 | val_loss: 0.0311363 | Time: 10437.6 ms [2021-05-29 02:36:40 main:574] : INFO : Epoch 2021 | loss: 0.031102 | val_loss: 0.0311417 | Time: 10589.8 ms [2021-05-29 02:36:51 main:574] : INFO : Epoch 2022 | loss: 0.0311034 | val_loss: 0.0311422 | Time: 10951.4 ms [2021-05-29 02:37:01 main:574] : INFO : Epoch 2023 | loss: 0.0311011 | val_loss: 0.0311399 | Time: 9973.66 ms [2021-05-29 02:37:12 main:574] : INFO : Epoch 2024 | loss: 0.0311007 | val_loss: 0.0311406 | Time: 10654.4 ms [2021-05-29 02:37:22 main:574] : INFO : Epoch 2025 | loss: 0.0311074 | val_loss: 0.0311423 | Time: 10184.6 ms [2021-05-29 02:37:33 main:574] : INFO : Epoch 2026 | loss: 0.0311129 | val_loss: 0.0311405 | Time: 10375.9 ms [2021-05-29 02:37:44 main:574] : INFO : Epoch 2027 | loss: 0.03111 | val_loss: 0.0311404 | Time: 10823.1 ms [2021-05-29 02:37:54 main:574] : INFO : Epoch 2028 | loss: 0.0311101 | val_loss: 0.0311339 | Time: 10768.8 ms [2021-05-29 02:38:05 main:574] : INFO : Epoch 2029 | loss: 0.0311105 | val_loss: 0.0311367 | Time: 10237 ms [2021-05-29 02:38:15 main:574] : INFO : Epoch 2030 | loss: 0.0311079 | val_loss: 0.0311394 | Time: 10668.8 ms [2021-05-29 02:38:26 main:574] : INFO : Epoch 2031 | loss: 0.0311063 | val_loss: 0.0311438 | Time: 10588.5 ms [2021-05-29 02:38:37 main:574] : INFO : Epoch 2032 | loss: 0.0311025 | val_loss: 0.0311393 | Time: 10523.2 ms [2021-05-29 02:38:47 main:574] : INFO : Epoch 2033 | loss: 0.0311011 | val_loss: 0.0311424 | Time: 10452.8 ms [2021-05-29 02:38:58 main:574] : INFO : Epoch 2034 | loss: 0.031103 | val_loss: 0.0311412 | Time: 10749.9 ms [2021-05-29 02:39:09 main:574] : INFO : Epoch 2035 | loss: 0.0311016 | val_loss: 0.0311363 | Time: 10640.5 ms [2021-05-29 02:39:19 main:574] : INFO : Epoch 2036 | loss: 0.0311075 | val_loss: 0.0311373 | Time: 10385.1 ms [2021-05-29 02:39:29 main:574] : INFO : Epoch 2037 | loss: 0.0311205 | val_loss: 0.0311442 | Time: 10146.3 ms [2021-05-29 02:39:40 main:574] : INFO : Epoch 2038 | loss: 0.0311237 | val_loss: 0.031143 | Time: 10898 ms [2021-05-29 02:39:51 main:574] : INFO : Epoch 2039 | loss: 0.0311186 | val_loss: 0.0311413 | Time: 10872.1 ms [2021-05-29 02:40:01 main:574] : INFO : Epoch 2040 | loss: 0.0311157 | val_loss: 0.0311413 | Time: 9806.87 ms [2021-05-29 02:40:12 main:574] : INFO : Epoch 2041 | loss: 0.0311153 | val_loss: 0.0311402 | Time: 11137.7 ms [2021-05-29 02:40:23 main:574] : INFO : Epoch 2042 | loss: 0.0311182 | val_loss: 0.0311478 | Time: 10299.4 ms [2021-05-29 02:40:33 main:574] : INFO : Epoch 2043 | loss: 0.0311164 | val_loss: 0.0311459 | Time: 10416.8 ms [2021-05-29 02:40:44 main:574] : INFO : Epoch 2044 | loss: 0.031112 | val_loss: 0.0311395 | Time: 10676.5 ms [2021-05-29 02:40:55 main:574] : INFO : Epoch 2045 | loss: 0.0311114 | val_loss: 0.03114 | Time: 10623.2 ms [2021-05-29 02:41:06 main:574] : INFO : Epoch 2046 | loss: 0.0311107 | val_loss: 0.0311385 | Time: 10754.4 ms [2021-05-29 02:41:16 main:574] : INFO : Epoch 2047 | loss: 0.0311106 | val_loss: 0.031142 | Time: 10686.8 ms [2021-05-29 02:41:27 main:574] : INFO : Epoch 2048 | loss: 0.0311093 | val_loss: 0.0311353 | Time: 10591.5 ms [2021-05-29 02:41:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311353 [2021-05-29 02:41:27 main:603] : INFO : Saving end state to config to file [2021-05-29 02:41:27 main:608] : INFO : Success, exiting.. 02:41:27 (46508): 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)